Chapter 1Final report
Introduction
1.1On 28 November 2022, the Senate referred the issue of increasing disruption in Australian school classrooms to the Senate Education and Employment References Committee (committee), to inquire and report on the following matters:
(a)the declining ranking of Australia in the Organisation for Economic Co‑operation and Development (OECD) disciplinary climate index, making Australian classrooms amongst the world's most disorderly;
(b)the impacts, demands and experience of disorderly classrooms on teacher safety, work satisfaction and workforce retention;
(c)teachers' views on whether or not they are sufficiently empowered and equipped to maintain order in the classroom and what can be done to assist them;
(d)the robustness, quality and extent of initial teacher education to equip teachers with skills and strategies to manage classrooms;
(e)the loss of instructional teacher time because of disorder and distraction in Australian school classrooms;
(f)the impact of disorderly, poorly disciplined classroom environments and school practices on students' learning, compared with their peers in more disciplined classrooms;
(g)the stagnant and declining results across fundamental disciplines as tested through National Assessment Program – Literacy and Numeracy (NAPLAN) attributing to poorer school-leaving results and post-school attainment;
(h)how relevant Australian state, territory and federal departments and agencies are working to address this growing challenge;
(i)how leading OECD countries with the highest disciplinary climate index rankings are delivering orderly classrooms to provide strategies on how to reduce distraction and disorder in Australian classrooms; and
(j)any related matter.
Conduct of the committee's inquiry
1.2On referring the inquiry, the Senate set the first sitting day in July 2023 as the date for the committee to report. On 22 March 2023, the Senate granted the committee an extension of time to report until 16 November 2023.
1.3On 18 October 2023, the Senate agreed to extend the reporting date to 6December 2023 to allow the committee to gather additional evidence. On 30November 2023, the Senate granted a further extension to 7 February 2024.
1.4The committee presented an interim report to the Senate on 1 December 2023.
1.5Links to the committee’s interim report, as well as public submissions, Hansard transcripts of evidence, and other information published by the committee for this inquiry are available on the committee’s website.
Purpose and structure of this report
1.6This report is the final report of the committee’s inquiry and considers the release of the OECD’s latest Programme for International Student Assessment (PISA) results, and the first tranche of resources from the Australian Education Research Organisation’s (AERO’s) Engaged Classrooms Through Effective Classroom Management (Engaged Classrooms) project.
1.7The committee’s view, including its conclusions and recommendations, are provided at the end of this chapter.
PISA 2022 results
1.8The 2022 PISA results were released on 5 December 2023, after originally being planned for 2021 but postponed to 2022 due to the COVID-19 pandemic. InAustralia, around 13 437 students from 743 schools across all jurisdictions and school sectors participated in the survey. The 2022 survey focused on mathematics, with reading, science, and creative thinking as minor areas of assessment.
1.9The Australian Council for Educational Research (ACER) published Australia’s results and discussed some of the findings in relation to the principal domains examined. Some of the key points from ACER’s analysis revealed that:
Australia’s proportion of high performers in mathematics was greater than the OECD average, but noticeably lower than Singapore (which was the highest performing country in all assessment domains), while the proportion of low performers was lower than the OECD average, but greater than Singapore;
students from higher socioeconomic backgrounds performed at a higher level than students from lower socioeconomic backgrounds;
students in major city schools performed at a higher level than students in regional schools and, in turn, students in regional schools performed higher than students in remote schools (see Figure 1.1); and
on average, students in the independent school sector performed higher than students in Catholic and government schools, and students in Catholic schools performed higher than students in government schools.
Figure 1.1Performance and proficiency by geographic location
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ROKhon7YzR09kBuo5uD3DvvRsoyXNRWr2R//WvuZw8fZrdLz3FsOzkvs99gTt8XuyWPxzXIjm9LL9tPXr7IfZe1Fi7ag0rF9cxcekgsViSRFJmdLCH1JiApmrMW3MHgcoC5Fg/smKhqDAft8uBzSKSX1BAwOfBLF1tFUo2QzyaQLQEKAz5sVpEsJgpLgohb+9ETitoOrj8Xny+HBw2O4o3B7fTgjKeIJ5MkUjJ2HMLCAdzsIpgteRSWhLG1PBeDRUa6VSKjKyRGy4k4HEiouPNK6Ak38+5K/qqePJyCeUFcNtMyNEEciKJEJ+ku7MddB1zTj4b76omP8dEx0QEU3AeBbk+7DYroi1AYWE+DnsWECmZtYyvfDPA6fqT1J/czY5NMSoX3sKffLMUt+3Gsi1v/izWr1/GvpeewxK6ibW330JdmZumnUmisSTOWITOjnZ0XcOeW869d/nx2yTSgMPhI8/vxW6zYRb8eFxu0k4vOW43Nrsdr8+Hz+kmkpSRUymiEwn884oIeJxIgoApN598l8S5eBxF0xFFEUGSMJkksnH5Xe03r6aQKyV4OhFDzogEc4P4fW7sdjOBvDzyQgE6e6fKCJKE3eOhuDAfp83M8GSEZCJLJh6hu6sdiyRiC5azsjhERdjF6e40ksNNfjgPp92GKuYQLizC6bCAIGL1lvI3//w/OHqinob6PWzrGGHW6nv5zKc24HXbED4BWWU0+RkYfEBsvhLu3rCIUzte4KntZwlXVDO7ughp+mbj8fkpDAeY7K1n17HzJFMpIgNtvPDKVsayWbSrtiZRVFqFR0nQ2XiOjv5x4pFhLp07y/m2CeYvnIFteruXh7Vf6TYkew4zK3JJTfTSdKmFWDJJz8V6fva97/K/H99CLHP13gRRQNeypOU02ayCfjlSIVnIryilsLKCovLZPPylr/LVLz3GygUzcHiCFIVctNXvYufxTpbc+Sh//9/+hlpLjIaT5+gbiX40B/r3FMFio7hqFg9+4cvU+hTOnmqgtWcMf14+paVFlJaWsObuR/jmN77G/RtW4nE5qZpZQVH1HPJsk2zbcYje4XESsXGOHtjPmQvt7zhPTreX4tICMpFGDjY0I2cyTA618vobBwjU1pDrd2ISmcqBITBtFMKbrx5vkOL8EAP1ezh0thM5LTPcfoYtWw6QTL1HM5pgxl9QgD/XRv3u3TR1j5JKxmg9fZBXD59HUdW3il4WV5KNohnl5JeUUj5jEZ/58tf4o88/zNK5VThzcikvKaS2bh6Tp15nX30z0USKsZ6L7Nl5mIHBMUCh59JZTp6+hL14Ed/6y7/k0+sW0njsAGfaxq5dz+sYmyeXWYvW8NXP30d2sJlTp5sYz1ooLymgsryY8jk386WvfYMvffZBFlSH8eSGKfQ5plYWhCs6YAtT/970C5ffA4IJtz+XsppCGvft4WLfONmMTPvpw+xrl6kuLcfrck4PaEiTzmTJCYbe1X4rakq5MlboL6kiz6NSf+IUF1p7iccnaWyo5+jxBsZTypvlBGFqESWJ3OrZFBf4CNfezGNf/Brf+MpnmV9dRriggILSSmaEA8gDnRw8dJKxaJyRvi6O7NxOz0AUXdeIDbXx8qZduMtv5s/+y//DY+tncv7UWRqb+8gYTX4GBtcXosmMw25DEs3MXX0HVdsPYgnPZ/6cWYRMg1isFhSLGae/kBW338lgfz/f/5uv8xOnB48rh1yHnzwHmEXhClUkUDxnBQ/cM8bTz73KNz77HKIINk8eS25/iC/ddRPCSAs2ux3zNTrnCiY7t9z/COPJp9j803/mme9lQZQomrGQz3/1PlzWOBabHZt56tLPq5lLTekrfPc7f039g19jRX4Cq82KxWSlZtFy7kkmePrZl/jaZ59H0AVs7jzWPfw1Cnwu5MIien7wc/5i89MgqKjmPB67r5Zw0PPxnYRPGFEyYbc7MJtMBMrqeOzBdfzg2YPsPXCU4gfXccfdd5F45hn+519+HU0SwGSjYuE6HqgowJ1Tyrf/9o/57//+JF/b+gQ2l4dgwIUsmLBbJEDAZLFgs1px+kLUrN7Ag109/OC/fIMfmk2omkpO0WL++psPUR72c9Zqw4rlzf50giBisViwWi34QqXccs+n6O7/Pv/3Nz+L0+3G7Qlgd+dhx4EoCoiSCZvNiulKuxIkiqrncs/99zL0w5/w9UcewO3z4Pb6CVWUErVZERAwW21YrVMjrBBMzFq2nnsjCZ59+WW+su2XCLqAK1DMnY98hZL8IAV3fY4/b+ni3//uT/ih1Y7L48chZbB48jGZLOT4bUz0NfGLXzyOrOqYLB5qF9/O7IqPNnXEx43JbMVhs2AyWam79T42nL3I3uOHOFJRyq1rNnBHQubZFx/ns8//AF0QcQdKePgb/wmvw/Sm/xGvEFQWqwWLxfyWDYgSZosFq27BHy7jzgc/S9d3v8s3H/sUFpNEVhGYd/ujPHTHzRTkWli2qIpnNm3hHy+18OjnH2HNnXeSeO7X77TfsnyuHOjnyJvBH3/jC/zwJ7/iv/4fryHZXfj8HqKajTyvA1EUkUwWbLbp+goSnuIFfPu/fJ3//cQv+ONX/gNNUTG5S3jw818gVFBK0V13E03E+PUT/8imx814PTlYLDaCBUHMJgmH149D6ed//f1foGoa2SzctOFRaivCWD6hNj/BmMvPwOB3R9emcjp1DcmUV5bgsIqM9feTNTnw+ryY1CTDw+Noko1QOA+LqCMnovR0dTIwliC3sJSiHBPdg5MUV5TRtudJ/vGnJ3nkG1/l7tsXYRdVIiODdPf0kciKhAqKKC7Iw2oWycpJOts6cYRKKQi43pmmQNfJpGL09/bSNzSG2eWjpLSUPK8TJZNkqLsb2RWiqiAAusrEyCA9/cPYvPn4HQLRaAq7x0tu0IugZYiMDtHd3UdSkcgvLqO0IDglAoHE5AgtLW1MyhqhojKKw7k4rOZPbNjyx006NkZb9xB5RSV43U70TJze3kF0s5O8UC5Oi0giNkFfdzdDkQTu3DBV5SW4rCZ0TWF8eIjRsTFGxiKYXQHc2gA/euI5vLUr+OKjn8KjxommsuTlF+K2S2TkJAPdHXT1j2L1hqiuKsPrtCMKGqM9nUR1K8FgEI/ThppOMDIySkoRyC8sxC5BMjZBV0c7w5NZCiuqyTElGY7olJaFETJRBkdiePxTzTamN+1KR1WyRMeH6ejoIqFZKassx5QYZhwvVUV+Jvq6iYkOQrlBXHYrAjpqNs3YyCA9Pf3ImoWCklKK8gOYJXEqyWwmSUfLJfrHkgQLS/E7IBpX8QcD+L1OMslJ+nt7GRiN4sgJUlZeis9l+8T6x3y4TN12x/o7GIqbKSkJ4bSaiUeG6B+J4fIGyAt6ERSZ0aEBunsGUEwOisvKKcj1IqJf7X9sZgQtS39PL1nRTjA3gMtuIZOKMzYaQdasFBfnIqGSik/Q3trG8IRMblEZ5cVhHDYzogCZVJzB/n4mExqBUD55QQ9y/J32675GjipdU5kcHaCzu5eUbiWUn4tZ0EhnITcviJaIMBhJUlxWjms6yZmuKUSG+2jr6CGtWyksKSU/z4/NYpoaSZ2MMtDXQ/9wFJcvl4I8LyPDowQKygj57GTTCbo72ugfnsDpC1FaUoTX7fhEEhILgiAYgsrA4BNFY3ywi+3PP8Ezeyf48p9+hQ2r52E33Ri3DYNro+saenqCn/7Lf6c5k8/qFQvI81poPbGXvedGWXnnfXzqrlV4jMSqBgbXBYIgCEaTn4HBJ4pOV9NRjrWMM3fFzVRXhLEY99AbHgEBwZrDbXfcTv9zW9n0XCOariNZPSy6ZT2rls7DZTG6uBoYXE8YESoDg08UnfjEKJG4gsebg+uGywZt8F7omkoyNsHwyBiprIbbGyDgy8H+B9RsamBwI2A0+RkYGBgYGBgYfEAEQRCMR2EDAwMDAwMDgw+IIagMDAwMDAwMDD4ghqAyMDAwMDAwMPiAGILKwMDAwMDAwOADYggqAwMDAwMDA4MPyCeWh+q9xhYao4UNDAwMDAwMric+ckGlv/nf1MtVi85VM1YL11i48tUQWgYGBgYGBga/h3xkguqyWNIAVZ9aFB0Upl5V/S1hdZnLekkSQAJMwvQy/ZnI1HKjCys1KzM+NkYyCzk+PzlOOwI62YxMZHSEmCIQLijAYTZSahsYGBgYGPw+8KELKk2fElFZHTI6ZDXIMCWgtN9yG9nLKkufElmXxZVlejFPC63LwupG01fyZD/bX3qO+s4UK++4j7tWz8cqKAx1X+C5Xz5Jk+zjr/7q/2RmyIGSSRNPJNFFM06HHbNJQtdUUqkUmYyCyWrDbrOCqiDLMoIkoWQy6CYrHqcdQeDNjMy6piKnksgZBZPFis1mwyQKaGoWOZUindWxORzYrVMTY2pqllgsjoYJp8sxNXu5nCSj6miajmQyYbGYUbNpUnIGyWTB4bRjMjKBGxgYGBjcYHxogkqfjkClp5eMPiWMPmgadp23olqyPiWuLAJYBbCJU+IKbqyolaZkiMdi9Ld30napmYG5MwhbU/S2XeRM2yAxl46sqGQS45w8fJSOgREygpXKWfOpqwwz0ddG08VWxiZTuAP51NbNxCfKnDpygqTNhZacJImLNbffTnnIgyQAuspAxwXONF5kOBLD6s6jtm425WE3g53NnG1sIZEFb14hCxYvIt+hcebYYS50D6PpJsKVtSycO4NI62kudA2TUMyUlpcR9Fjpa79Ez3AUm9PHjNnzmVtTfMVM9gYGBgYGBtc/H1hQ6UxFn2QNUtqUkFI+hIq9GyqQmhZtKR1sAthFMDPd7+oGuU+bHF6KC/xocoSmS52YQjotLR3kVtdhjkbQlCzNx7bx69fOUFldRibSSnP7KOa7b0GIjzERjRGbHKetvZ2h8UkWlPs5cfAw1jnLmFdg49z2N0jklPL1O+cjiiZQU5zau5v6viShcB7K5DiDgwOokU7OHDvOqOSnusDNYEcjh8webvKO8NQLe1i0dhU+bYJ9r7+OLopkW05xonWC8Ix5lGUmqT98kfMt/eQWBJF7O7nQNUy46AuE3ZZP+hB/5Oi6RkaWSSaTZFUNQZSwWO24XQ6u1JO6pjAxNkx/fz+j45NkdRF3jp/8cJi8oB+bxfRWFFbX0XUNORmlr7eXsUiUrKpjc+YQLigk6PdgMUnGPHA3BDqaopBKJUmm0ugISCYTTrcH25XN/bpORk4wNDjAyOg4qUwWk8VJMC9EKC+I03bFvIC6jqapJKPj9PT0MjIWIa2AM8dLfriAUG4Au9WMaNjPDYKOpirIqRSJpIyOgChJuNwebJa3bv+akmF8dIjBgSHGo3F00UyOL0B+fj4BnwezNN2qYPif9+R9C6rLo/TSOiTUqejRRymk3o42ve/stLhyilPiSuLGEFW6KFFQVorTbaGj8SSmaID+CVg4t4r9B46hqTLNp47SOZjAG3Ajymni8jjR2CT65ATjo6NMxqKMjo5j9oaQi/zYnT5q5i1h9Uwnw6d309A/jKpNn0jBTEFZKZ2xLtLJBDi9WCwiE8OjTEZh7p23sHZ2iLGRQcaS0HdmPyO2Mm5ft46AFKHj1L/R0zuEM5khJ1TE/IWLKJb6OdrTRnt/HKvTjJxIks5OMJnM/gEIKh05OsLpY4fZd6SeyZSCxe6lZu5qPn3/cmzTpTRV5uLJg7yxYy8X2rqIROOouojN4aawvIaVa9ayaukCAi4roKMqGUZ7W9i6eQvHz15iIp5E1XTMVieFFbWsXbeBJfNq8LvsN8R18IeMrin0d5zn4L69nGkdQBdMeIOlbHzoQeaU+C6XIjHey843XufwiTP0j4yTzqpIZhu54VJuWrGaNStvpiToQUBHyaTobT3L5s1bOXOhg8lYnKwGVoeT3IIylq9Zx5plCwgH3IaougHQNZXhnhYO7tnNqUu9aEg4cwq459FHmV/mB0BJx2g4vIddew/R3NlHNJFCF0w4PT4qauex5ta13Dy3GrtZNPzPb+B9CSp9uj9UUoO4Clk+eNPe+0VjSsxlVXCIU8LKwg0gqnRrwKKsAAAgAElEQVQdVyBMSZ6HhoP72NPno6isloqAyO6sCoKE1WHHFQiwau16Qi6JlGbGrUfYfqgF0V/EivlzaDp9ioQ4dXYk0YTNakEURSRJIKuqb+5OU7JI7iCzF/gx6UlOHWug6ZxOyCkBCklZRlFV0qkUimrFarWhp6KkFRVFSZNSdXwWM5IoYhJNmMwSZtGM3ZFDSXkRt965Brekk9EtFOZYP6GD+vGhpuOcO3aA5555lqNNHWRVHYcnjGyp4D7g8hUzcPEoP/nxTzh5voNERsfpcmEWNfp7u2lpbqZ3aBzNZOfu1XMxozI50s2mpx7n6dePEJVV/Ll52ESFsa4Ompsv0tk/Dl/+PKtvmoXTYvRVu27RNcb72tizdRPPvrqDgYkkCBbyS+ayeMPdbxbTsnF2vfwUT768i67hSRzuHJxWiUS8l9bmi7R29RFP6zx2/63kmDVG+1p45vEfs+XwORKyiscfwGHSGOjrobW5mdbOQXTJzJ1rbsLvvNEfem5wdI3JwS4ObNvMk8+/Rl8kAYIJb24Ni+98YLqMyqWj23j8iWc429xNBjMupw01I5Noa+HSpRYGx6NYXZ9naXWe4X9+A7+zoNKnR+jFNYhpv31H848alak6qTq4pSlRdb130xFMdopLSxi45KOnK8vsebOwxi+gqzqSycrCW+7mYNuLbH9tE3aLiWDlAtbMLSTHbeLcxQYGe6xEIlECpW6y6nufKUEUiPS3c6ihmWgyRTypUxeuobquGEEeYf8LT1D/hgOLI4dVdz/A7LnLmHXgZ/zgX/8HZjVD1lPIbTVlTCTO0x8HEPCHy6ibWc3AnmO8+sILeNxeCqvmUzOr5mM5fp8Uupql7dxxXn/9dU40tSNnpoSroqpolyOCOkCGU7u3c7a5i5gMC9ZsZOO6lYRdGkd3v8HOfUfpbG7iZP0pliyoJWRJ09d6jp37jhOVNWYsv58//txdBKwZdr38FDuONjHU0czFlk5m15TjDDg/sWNg8EHQSU0OcWTvDrbu3E//WGzaz6qoqnZVDr/Jvkvs3HOY3qFxwrNW8cinN1JX6uP80d28sXMvHaMDNDedp2fFEhx+nb7WRo6caCSZ1vCVLODP/uyPKM1ReeOZn7Pz+JT9XLjYxuJ5swxBdV2jI8dGOHFoN6++vovesShTrkdAVVX06Qc6TY6we8cuLrT3khIcrN34adatnE+8q4Gtr23jdEs/rRfPc7qxg3nFLsP//AZ+J0F1ueN5TIXYJxWSeg90IKmDqoJHnOpbdT1GquzeItZvvB/d7CA36CX4mS+yIqlQUJCPEvfyrT+ppizXhadwGf/Xfy6no7cfVXRQWFxIIMdFeXERN/cPoyAhmUyYzGY8LheVJWW4C0LYnCK3fuZPWGDJwzrdF0MwOVi24X7K6noZmYhjd/sJF+TjdVqpLi9l/rJ+JpIK/vxCisJBzILOn//d39Da0YOCnaLSYgJeJ1HvvVRnJXzBABanjWW3b6R6zk0MDkcwOTwUFhfhttzA6R50jZGuc7z26qvsPdqIyROgyGljor8H9eqCoCRoudhNKq0g5OSzet161qxeRMAhkiOl6OvrZvepfvo7u+kbjpLjz9DRfJ7O0RRmZyH3PvQgNy+sxCoJFBUUsv7hCOmsjjcYIuAybobXK2omzsn923l1yzbaRmSC+QXYhCTdA8krSk054O5LZ2ntj5DW3Sy/5XZWLV9KUcBBVVkZS2+7h2gig8OVQ8hvRzTrFM64iT/72++gCCLuYBkL51RiNSkMnd3L0cYWIokp0aa9V+Zlg9971EyCs0f3smnTFi4NJPDlFeAxyXT0Ra8ql05MktDNFBaXUu6v4I51t7JsQS2xsJXWpvM0tvSRSaSIjUWJJ2OG//kN/NaC6k0xpV1bTKWzWXpH44xOJn5jNOTDwuOwUpqbg9thRbwiHJXWIapNdVK3XYeiymRzUVLuevO9I7+IvMtvbGHmBcNvfucNFbEgVHTV+pZAmFmBMO8gP/Tmn8Uz5lJ85XeCgNXupqx6JmVvW83lDVLtDb5jc25/mAX+q/cTLCznypIWm4uCUhcFpe+szo2HTmqij62bXmHnwZPItlzWrFpJkTvDq8/3EruqrACiCbvNhCiALstMTMbIZhXQJRKxGMlECrQMqcQkkWiMjFNleKiXjCBi93oIWBO8+ssfcPTMRVKajZp5N3HLmpXk5QWwW95Pa77OYPs5jp48R9YZZtHCBVSEfb95NYMPDV3L0lK/n1e3vMHptiFK5ixl2fwaJpp2v01QAWgM9XeSVLLobi859iwnd7/Mz8+eZSCSoaCiluWrVlI2I4zHYUUA8stqyC+rmRowER/nQsMxujsvsnnHCUYnkuQUzWTmzApCfte1qvcbkScHOXH0GN0jWWrnL2T2zHKs0nXmgK9zdE2h49xRtmzZyvGL/eTPWMDKZYtIX9z5DkFl85fyrb/9f1E1baobidWC2STQH40wEYuSBXJcdjy5Oejp5Efsf65/+/mtfrU+3eH8cjPflaiaRnv/OCdaBjBLIiGvC5vV9DuJmOMtg8wqDuCymX/rdTRNp3d4kpOX+qgtDjK7LA+Xw/pmR8rLogrAKl7/zX8Gv+foOpnkOLtefZ43dh9mRLawfP167r5rBaONu6+9juhkwYpFbD3TTnJsjFd+/gO6zhzEb1VoPt9Ia+cgAJquoWkaqpIhFUuCrpIe7+aH//B3DI1NADrZbIYjh/axY9dBvvBHX2T9ygV4HZY3RwfqmkpaTjI2HkETzLgdViYj46Q1kRyvD2+OG0GVaT13nJeefwXZPxPB6sbrmInbYUFOxJmYmCCVUbHYnfj9ftyOqb5wf6gjej5sdE2h/9JJXnhhE8fPteEvmc2Gu+5hUbHI5vN7rrGGQmIyhq7pkBll089+OJV/LptFVRWOHj3I7t37uOP+h/n8I3cRzrG/ZQ+qykjzEf7hr/6JrpiMCuTk1/DIZz/LrUvnkWN/+61BR8mkmYyME5dVnB43amKSaCqNzeHB5/dhMwmM9LWyc+vLnGxJc2tCIJDrJd/nBkVmcmKCaDyFYLLi9U3ZnCQY9vNhomsKg20NbHp5EwdOXiSnoIbb7ryXtbN9vHZp1zvKC6IJh/PyudbRNZVIfwt79+yn4UIHotVDRVUti+dWIqij79v/TA2oyRKfnCAST2F3upHUFJFoErPNgc/nx2EVGb7O7ec3CqrLHdBlDRLXCDz1jEQ5drGf+ZUhKgumh3hfThSp69Pt/TqCILzrDx+cSDG/Ih+fy3bN769dr6kw2dhkkh0NHUiSSF1p3lVDhNP6VJ0lYTqtwu/PcTe4wVCzKc4e3Marr++jfSBKybzVrFq1jMp8NwOnFTR00KdG6ckpGbvNiiRKzF1zD3dd6GXH4QaGI8Mc3bsDyWzF43HidrtQInGEK1PXTs/ZpKeSTObkc9vda8lzibSeq+fMhXb6Lp1kz4FaKspKWFQdftPmdUWm6+JJfviTXzCuuphdGqSx8TwxWSGvaiEPP/IgpeYRdu85RlfPMOnBOC8+raMk72VhtZuDb2xmX/1FVEFCNDlZeMvdfP7B9fgc5hsuse4ngq4THepgy0svc6i+ibQlyKoVq1i+uA5hsBFF0wAdXVfJpGXkjILVwlujgdIpEmqAeTcvoSzsZay3lXPnztM30MaxQ/uonlXH/Stq3/KBgoDZkUNZRQXqaITIRAQlOU5jwxlmzSjH567Cab3y9qAzMdLNll/+mK0NI8yeX8dIWxMD41HMrnxuv/8h1t1Uwu7de2m42MHIeIZtr72AImS5c81ChhsP8srr+xhPqUiiRG7VQr78pc8xs9iHJAiGDX0Y6DqxkW62vfoqe480kJS8rL55OWtWzMcWbUeZbjm6nM5FzmSxmk0gCAjoaGqW8YFO3njpObbtOcJoQqd89gJuue026koDxPpH37f/AUhMDLNvy1P8cutpKmbPRxpppW0ggmZ2sez2+7l7VS2Hdu25ru1H+va3v/3t9yqgMyWmYurVaREui6Wdp9upKQowoyiI3Wq+SjQl5Sx9Y1GGJxKYTSI2y7UjUM1945Tken6nMOFlgeawWQi4bJztGCbocUyFtq+ow2UNaBaMKJXBR8dE9zl+/sSvONHURlqwES4IYSVN28VGzp5rorN3iIw2ZbOaALkFxeTYTYhmJ5UzaigpzCdcWEzVjJksWbGWW5fNxZyO0dE1hL+wkiXLllHoEelqbuBoYzdmaw53ffkv+YuvPsyqFSuoLXTSfP4Cw2MRVEsuM2fWUlGSi/SmoMow2N3Mls2v0d47hjknzNzZNVgyERpOHKV7QqSqvIhMdJiO3n4kTz7zFi5h/owCBttP8/yLb5BxFLJi+SJMqQjdAxNUzl5AyGO7qrnd4H2iyRx89VleemMvXcOTuP155HpdJMb6OHfmDBcutTIalREEAVEExeyhojiP4bZ6DpxqJZURWb7xMb7xlS9w94bbmFsVJjY6QGtbF1nRSV5RNQvrisnEJxkbnyCZTGHy5LNk1WpWrbiZHCFBR0cHly42k7X7KS0rI8/r4EpPGhsf5MTurexraCGhmJk1dw5hr4XWptM0nO8mXFaJQ8rQ19VJVDZROXMuS5fOx5wYYtsLL3BmKMuiZSso85vo7e5BCFZQVx7CJIm/NzfE6xotzbE3Xual13bS2j+O0xck6MshHRng3NmznL/YzPBkCkEQkCTISG7KioKYBAElnaDzwmlefOZJXt1+kKG4TvW8ZXzqoQfZsHoRbquJdDL2vv0PQCoWofHEXrbuO8VEQqFy1hzKwz4GWps40XABV34pHovGUG/3dWk/3/nOd77zngpGn87zlJqePubtZBWVaCpDQcCN5RrzyvWPx9h3tou4nGHlrGJuqin8rSuXySpT+S1MEqbppGKarpPNqsgZhZwrolmX2/tT6SyqqiGKb9VFZar+ZgGcuhGlMvhoiI0NMjgcQc6oaMRpPL6PxuP73l6KtqZDPBWPUrNwGSV+O5G+S+w9cpa4nKV0zlLm1dUQ8jlpO7WLw6k4WZMNt9dHwOfGapMJhUtwSiIZBCRJQtd0NE0DQZgSNgII09GwayFIZjyhMh792p+yZmY+fed2MvTtf6Gv9TxJ80bmLqjjREMjqbw6br1jHctm+Dl3fISqimK6J9MMDY+TEy6nurSWsNdu5Cr6sNDS9HX1MRlNogORgTZ2vdbG2xtp4hN9bH/1WUbJZd3ymeQXleOxWZiIyYiSOBVA0DRAmH7oBNARdJ10cpKW43vZtOskuslM+aJ1PLR+CeHCQjKDF9h3pIGhyBA9g4OMTcaAd/abBAGr3cuKux/jWw+vRk/0YRofYnN9H52DSTYumkvz6ZOMpmSWrbqNdWuWMdlxjrKqSjpT3USGh7AEcliwuIp5lWFjGqoPEy3NQM8AkYk4GjA51MX+bV3sf1sxOTHMjk1PM6AGWb14BtnoOPWH9/La5q2caGwha85hwcpV3L3xDpYsqMVpAkVRsVgdH9j/AJisDmpXbOTPv/Uwdj3OC6Yoj28+QWvfBI+tmUV3U8N1az/vKag0IK1N5Xm6Fro+1ZRnEkWuFXRz2SyU5uWQyij43PbfqWLRZJre0SgOq4XyfC+SKDKZkGntH8dikpjnyn+zrCSKCKIwFYq8RkYshSlRZRXemqrGwODDxO7NY/6SpeQUV101mi+bijPQ201n7xCYrPjzK1i8ZAF+51S0NpscY/eWF7nQM4q3tI61a1ZQnufg0unDNLX3Yc3xU1ReTjjgxGoyUVI1k4p8N40DcQ5vewmf0o/fIdLWcJi2/nEUrISLC8jN9XLtsZT6dH8qmXQmjSynUTUdQZIQhenrWAAlm0WWZTIqBMJlLF2xhrz+YVKJSc7Xn+bYuS7K6+aT5wnx+/F8eJ0jmCieMYtlSYFIMv3W57rK5NgwHa3tRFJZrPYcZs6/ifnVBQgIFFTOobooyNBEF40n9rHJmqaiwMdo10VONraS0kzkBoIUl+ZjRkeOj3F8305GZI28S0MIySHCOWYaDx9nZDKOJpjJcblw2N49V5yOTiadRk6n0WWZrKpOZXGXRMTpOVY1TSEty8hyBpsnwMyblqK6QiRSKfo7z3Pk8AnS7nJmluZN3RQNE/rgCCYKqmpYulKmMi6/9bmuEZ8Yo725hbFkBrPFRc28BSyqKUKQx9m1+de8tHknzV2DyFmdQKEHl11ioKOJ7X2XkCwOisqqmTuz5EPwP0x1fchkSMtpBF0mnVXRdQFREt98CLhe7eddBdXl6JSs87bh3r89eT4ny53FqJqOw/rbdzgHppoPEWjtHyeWShP02GnpG0fTdOZWhH7zBq5AZ2pKnJR29aTKBgYfFr6imTz0hULS2avnC5gcbGPnqy/T1zsENg/Vc9bw5S8+QFHACQgESuq4fc0Shl/ZQffFep7vacZuEUglEmSxMXf5ElYtX4zfYUZCorBqDvduvI2hX2+lu/EwT3aexSxBKpkgq0mU1C3m1tVLqSoMXNPOdU0lNtLFCz/7EY3lufRebKBrNM2stfMoyPNhk7y47DY62hvZvmUL+uQibMo4x0/UI5s8FIRciFqK/q4uRqIpY3j9h4Vk56bbNlK7/La3Zi8AUGUunDjIUz9/kkhfDI+/mLse/By3LKhEAtz5VdxzzwYGJ17iUs95trzQjsUioaRl0lkNf1E1y1at4ebZpdgdFqrnLmXjrWd5cedRhlpO8ouftOGwCMQmJ0llNUIVc1l203zK8t9tdKdOJhXl2Pbn0YbPok32c/RCN86CWVSXF+Dz23C6XChyB4f2bsNl1yjLs3G2/iQXBpIUFhXgtkmMD/XR0Tsy3TfM4ENBsjF/9XqqFq1EudKGtDRtZ0/yqx//lLFkBLsrnzsf+iK331SNmOpm7969NHcNIGenzkV0pIfDuwc5Nt2Ub/eEWHH7fdTOqvnA/gdAyaRoObadf9cGsWtR6o+eQ3eGqasuJzfXf13bz7sLKiAzPTff78JEQiaeylztFIDItGIWBQG71UTQ43jP7TisZqoK/QiCQGPXMPVylrJcDwurwwR+w7rXQmVKHDr4EGeENjCYxmxzkpf/zkR2OWaFsvJyKit7wZVLRXkZheEQ9mlnY3YGuO2+R/GESjh64hQtHb3E0wqFZbXUzlnAihXLmVs7NZm0oIu4/GHW3vcYdn8hR0420N49QCqjUlA6g6ra2SxduZKFs2vwuqzXfGgTJRPuQB61pUE6LjQxGoel6x9g4713UJbvR/TOYcMdd2A9eIKJ8WFGoxkW1VYyq6aL4w0XOT8+iOSr4IG1K1lcHfq9C7lftwgSHn8Qz9s/V2USw6VUVFQSt8fIDVdQUlRIns899b3JzqK19yA4Ahw5Xs/F1k4mYinMDg/FZdUsunkpN980nwKfE0GAQFE1n/7C18ivqOVkwzk6+4bJKhpuf5jyGXUsXbGSJQvq8Lts7/LQL2K2uJk1qwZ5qJPO/jGK6pZyy/qNLJpVhs8lsmLtemTNwvnOCP39o9RWL6KubiZD48dpvXgeSTKx/I4HuPuOxTjMhjf+0BAk3F4/bq//6s+1NMrkCBWVlUSsE3h8ZZQWFxPye0iNuZg9fymOUA1Z9do3e4vDS0VpGLMkfWD/A2Ay26iYNRObPMLFzn6cRbO47Zb1rF40kzyf5bq2H0HXr/2ImdVg8l1G9sFUc186o/D0vibuXVKN3+NAFAWGJhJE4imUdzk5ogBuu5Xi3Ldcx+bjraycVfSOUX5ZReVizyjHL/WRTCsU53q4fUE5Lvs7w9HPHTjPvNJcysM+LO9ykE2AVwLnDZxX0uD3C1XJkIjFiMYSIJqwOdz4fe6rJ0fWdbKZFIl4nERy6toxW204nS4cDjvm6VD45bLoOplMingsTiKZJKvqWCxTkQGn03HNyUm1dJymk3v4p//578j+Ofy3v//P+IQkGU3ElePF63ZhNomATjqVJB6Pk1F07E43LqeVTCrB5GQUOa1gstjweL14XPbpCcmNkO9Hhq6RTiX5/9m77yA5z/vA8983v53z5DwDDDDIiWBOICmKIinZsleyJJ9t7dq6857P9rp8tbdn322ovapb197VnlV159V51z57pZUVaFGyKIpiBgGSAEgARBwAkzA5dk5vuj96kMgBiTAABuDzqRoS0+GZt7uffvvXT/j9MpkMZctF1Qyi8Tj+i3bgeZ6HbVVq/adQpGLZKKqG3x8kEAxgXlTs2FssblstFcnl8xQKJRzXRdFMAqEgoWAAXVOXWBvnMDV0jG//h/+d5w4W+caf/CseXxsjX65i+IJEo9HFTUmcP5ZiqYpq+AiHg0hOlVw2S764WCcuFCEWDdW+KIj+c2N5LtVKmcxCmpLloCga0WSSgKHiOha5bA7LcblMKLBY1N0k4PfVzlvXcP4Bj/TUMP/w7W/yzecO8sw3/gXfeHwN2XwZ1fATiUYI+Gppj27X/iNJknTZ8M5aTOR5tZJhH/Gg+bG1/a5kIatlOxwbnmFwcoGNnfWkIn5OnJ3j5fcHeXRz5/kcOFfj3Jow/22Y7FO4PSmqTjiWIBxLXPY2kiShG350w8fFXy6XOlFIUm3O2jADGGaA+IdOgp94cpFAkmV8oSjN8bqLLj+3ClLC9Acx/ZcmdlSDEfzByJX/HWF5SDKGP0id//KJNiVJQtNNonGTSOzj+0NtjYpy/jX+8LLzK3pdJQlN95FqbCa1xH3PHUv0kjup6KafC+8CSZyDbxZJRjf9pBo/OrMjKxqRWHyJO31ce9dx/qG23EnWdOKpRuIXdaA7of8sGVC53rUHVIoss7gpj/lskQOnJsgWK9y9toXm5EcGtC9rfDZLplCmtzVJb0sCSZKIBnwcGphkz9GzfGZHz1Ufm0etkLMLl18wJwi3zNWfJK44sJFlzECE9s4erEgzunp13+xEAHV7uOLXSToXPl9xy6i6Saq5nZ58hWhQv8o+sTI/AIXrczV9QFF1YqkmVvXkqY8G7sj+s+SUn+NBxqllRr9cTHW5Kb+LfTA4xesfjFCxbHasauTBjR8ualKz1JSfbTt4gCJLyIvrNDzPw3E9LNvB96FF7lcy5Qe1BJ9JFT6FhbCFTzHP83Acm2qliifJmKaJIvJHCVfMw3UcqpUqtuuhmSaGKr6WClfKw3NdrGqVqu2gagbmVW5UW+kuO+XnerWg6nr373Q2RPE8j0Kpyqrmy095LEVd4s0qSRKqIp3PS3UtXGppFD6dpRuFTytJklBVDVW9s05iws0iISsqpn9lLQIWbhdSbS2W6bujP3uXDqi4/mAKIOgz2NjV8Mk3vMkus15eEARBEAThmiwZUHlceUBlux6ZYuV8Uq5rUaxYZAqVT77hx6haDleSkeJqHpsgCIIgCMKVuO7xW8t2mUoXKVTtay5DkSmUmVjIky8vVeDmyhQq1mW3fd4aHuV8mqnZBRwlSFtLCnWJ58eqFMkXbQLBAJp67UHp5Q/Dw7arFItFLFcmFA6hX8eU6UplOQ7ZknXdid4CuoapKaLu4wr3ccXWr1WuXKVsOZdNViohYagKIVNMe90JzvWf5epHluOSK1exHBdFkvHrCuYSJdmE29/lzj/XfWbQFJlUxEc06LvmVfhhv0F9tFbY+Fr5FzOr32yZ8dO8d2Kavs0bSEaDyG6Zk8f6qSh+QlqF06cGqPiaaW5KsdQaztmBg/x09xS7nnmYlroo6jI/hGopS/+R99l74BhmYzeP73qEhtCdN4s9mSnxvf0DjKeL19XOY2sa2d6eIGSKtUYrmSRJ6Pry9uNXjo/z3vAshaq95PU+VWFdU5Rf2tK2rH9XuDVUVT2/4Wk5TGdL/P37QwzO5kj4DR7ubWBr21WmJBBuC5c7/ywZUF3NZ7qqSMQCJvGQ75qrzgdMnVjQ95HEnlfDuMJRBYnlLfszf/YYP/3JYSLN7UQjQXSrxOH9+8jqddy1vY/mlnZsPYYseVTLRdILaaquQjCgUbJVcjNnOfTeAH3bevGsAuFQhHDQj7YYfbmORbFQoFAsI8sS5apDJJ4g5NOR8Cjm0swt5ND8IaKRMLJbIZcr4TgOkiIxP36GvW/u5v2RCk/07sBUJaxKkfnZOcquTCKVwm+oVApZsmUHbBtN17EdB4laEkDbdvEFgmiyTTqTR/dHSERDKLKEXS0yOzuH5WrE4lF8ukw2m8NyHCQUNN3AZygUshkKFYdAJEok6F/2HWbZcpV3Bmbon8xcVztd8QDrGsL4tTtvFO9OspwfhOf0T2V4vX+STHHpkfKgoYLn8ezGKy/yLqxcqrq8I435isX+oVkOjszRHPWzKhVkU3Pkk+8o3HYud/5ZskfJiz8rRcWysWyXoG95vpEu52e5Y5XJZvNYtrO4OMulVCxSdMpkF6aZGjqLFWinOaXwwe6X+fmeoxjBMIqdpdL0EF9c5ZCdH+RnP/4BdqWAL9XLZ5/cxcbeVjRZolqY58Cbr/Diq/vwRRNUSmVi7Rv56pc/h54+zXe+91Nm0gVs2WTHI0+yOlzijVfeZnQhT1N3K05ulsMHDjIvNZLLlCilJ3jtpR/z7rExZEUi3LSOL37xs+RPvswP3zyJ5Khs3LiO2ekRxsYnkFWNaqmM6o9QHzWZmp7B0RL88le/xoYGhRd/+F3eG5iiUnZoXrODXXev4v133uDkwDjBWDtretowSbP37UOUXZlQoonHPv9LbO2qWyn1LAVBEAThui09QiXVgg5pGVInLIfpTJGphQLbVzVed1syy1/LLzt9mr/91p/zD5EAslvhVP84a+55DLtSZH5mlnIxwMhgmbf2n6Tr7ie5vzfCa9//j+ydWsDpAcUIsv2BJ2hQp3n+5/s4MzRCV0cTMZ+K51jkczkcPcJDn30WPT3Ecz94id29PbD/uxyfi/HQ9m1M9+/jrbfeQ14TYGquQEP3enY9di/29CncQpkJp5mdWzuZPn2IN/YP85mv/Do9kQVgTn4AACAASURBVDLf/r//it3vd9OUm2AuD488+gA7e5O88JN+pECK+x+4m9LQEd7ce5zAxs/xhR3w4ve+z54jZwhNjfGjV06wc9f9BO0Z9h56m8aEzMj4DFKwnh0P3E8d07y1d5BSqJXP3NtHMT1PpXx9GxBuBc91KObSDA4MUpL9rFmzmtD58h8e+flJhicyJBsaiYV95BdmWchVCERiJONhnEqJfK6AEY4RFNOJdx7XZnzoDOMz85StWjl5SdVJ1jWQigXJpxewZR9NTfXoskduYY6qFiIR9l3z2lPh9uR5LnalyOCJowxMzKMF4qzp66UuGsIuZZmankcyAySTCUzFpZCvlYiKx8Kir6xwlx2hUqhNja2EgMp2XErW0usarpYCKMvcJ81ggq133UtnawrVyiFZb2LqF55a17bI5nNkPZ1dGzfQXudRFw/CfO16fyBFa1sbzZqOrrxNoVykal9YXC0rKuFonI7uHvx5nc7Izzg1eAbr8GlGiyYvzQ0ieQ6RhkZwfWhGmIbGFpqbGsnbM4RCITJWmJBfY2pmBkdqZMumtaRMi1WNMkfOjhP1WfhidTS3tpKMa+iGQViP0dbRSb48RzI0QWNrB+0NDvVRlfFcnvH8CQbGh7FeLWGqErYWwXI9bDTidQ20tjbTZKYo5XPMvbqb5380RLy+g2c2+Jb3BbgZJPAci7nxAV7YP8DXf/f3CaVqr7GVn+bFH3yHN47P89SvfonuiMXJ06MsZApEEylau7tQMqPsPz7FY59/RgRUdyLJw3M9XMfFdV2qhTlOnpnECIRob0kwOjZPXczPqfHV7Ogw+MHf/QMbn/kasaCJvNwnJGHl8jysUoEju3/CTw4WePyRLcydOcAPT03w5CPrGTpylIJlUbR12jo7aQw5nDhxBqNlI49sv/JKI8KtsXRAJYEq1QIPdyVEVMtEZvFxLXO7uj9G36ZtbO5tRbfmOHPsFJmLdnfIqkbQNAlYFc6OT9MXC5PLli40sFhHrbZr4KNPuOu6VCoVioUC7sIcw3MWq+sacZvj5FK7+IP/5imiapWirZAbPkD/8VmkJVL1q5qOPxzCqvYzMZcnFi0xMlGmaXUCwzq7uHPhwhqzWtm4C8cmLV5Z+7dMItVIY+MafvePf491bVHymSIGOeaGTuFKEhIu+WwaRw3z6C//BgFrmheef47vvLiff/3bTy77SOGNJEkKgXCUzlXd+A4OnH9feHaJt178KYVAM8k6CVOXKWSyeIpJPKEjeyX6jx5HqyzQvO5emiLXvk5QWMEkjeaeNTT3AJ7L8JF3yFdUdF8A3SvhiySJhyyODg/hm53HbtzM1o74sn+5E1Y6D8exWFiw2fXsM+xYlaLQINP/7T0szDUwm7VoaE4ipXPMj51hXpYpuiHuXt+BIkanVrzLfqbpUq1Mi3WVDVZtB/tjKleDhCJLl4zgfFIbpYpNxXIonE+r8MltLEUGjGUujKxoJuFwqLaIXKr9FZ/fj6WbaJqOz+9HCYZp7Wpnx6aTPP9f/i/eMk3SE8PIG+5H1XTC4QCqoiDJKsFgCJ+hX7LOy7VKDB3bx1/8n9M4lTLRVXfz+D2bULp/k7H/9H3+3b/ag6KZrL/7MTbWO/iCfozFtP6youLzBwjaJro/ROe6rdx38iTf+t/+FEWFQMMOnt3ZR+7YMKE5ZfFxyJg+P35q5UlU3SAQDGKoCrLs4QuECAX8rLr7KZ74YJRvf/PfgaoSb17HZx/ZiGb6UUwDRVZQZJepoSP8Yu9RHE/GF0nx6NbVd0AtRQ/XKnNkz0ucKiXZdU835VwWCYm2tZvwnR1kbCaLIutUrTRFfzOPrGsBz8VDvi3qUgnXwqNamKV/YBJZj7Fl5zbk/DTqmRHKrklvfYXDx12e/tJ2ZM8DScLzPFEr8dNCkvGF4uz60teA2uzF6OAwWryeaH0HD6XiDI2ME00lyM9NUbI81m7dTERXRD+5DVw2IlEk0CSQPa4oYeY5w9MZRudyVBbXEXykXVmmLuJjU2f9ZdsYnc0xMpOlvDjNN5stkS6UsZ3akciSRCLkY1vP1WVhVyQwlrk/Nvbdzz/9va0k65NoMqCHefRzz+DIGj5DZXXPGlzFIOSD1Vvu5oupHsrFPEf2Vii319O2fj2/0+GQqo+iSUG+9JVfR/eHiPguvDSqEaB73Xae+ZUvElIlEvWNxIIGUvRu/tk/X83UzBySGaYuGUejQkvPFgx/AEMGrb6Tx55OUPV0AqqK0tDBr3z993lgbJyiq9DY0kLI1CgFn6RhA8SiEVQdHn3ic9goRCNh3A3bSHasxReLE9A8dv2jf4JlxjBCIb7yT/8Zj4xPUbJlEnUpwj6V9pYWUAwiIQNd7eSxz3+FrffPkSvZhOJJ6mKR235BuufYTJ0+zE/ePMm9Tz6F6jlUykVyuTyO4qNn/RY6S1kOv3eAsaJNx/om5ifHyRk+UqkUhthFeEfyPJfxgVOkLZmm9lZSkSBqNEiqoZWps2d46/U9tK3bgpudZjirkKyvJ+jTb/v3g3AVPA+P2oamsYEjvHl4ks3376KxLkHQbKCxrYvxMx+wb9pDCyUIUmBszCIUixO7jvREwo132YBKphZ8lCWoXMW036qmOKuari/3RldDlK6G6PnfB6fSjM7leKCv9ZrbVABTugHrp0JxOkIXPV5FJVl/UbAYDoPnkluYYursIIcOnqJkufha7uILj20lEosQT5w7KJ2mZv8l7cuqTixZT4cVoaWllbrgxetvJIKxJMFY8qLLDBr8F+baFdNP0vRfch/DF6StZ/UlfycQTRG48JSTTNVd+EWP4A9f2P6bbLqQh0c1grR2Bi9pq67+0kDX8Ido9Ie4/i0FK4frWgyfOoMRDjF26gMmrSxnBgao6DHaWlsI6nEmBvoZm82gBkLkRo4xKQfxcmnWPvgkaxtDt/ohCMvOo5qf4/ipMcxgA50dTaiShOc55OanOHWyn6xWR689ztuHFwgWRvCveZh717fiu8rRduE25Xm4rkMxM8vRQ+9x6OQ4PdvvY01HPaYqg+dRmB/n6MkRPFlBl0q8f+A9wmE/VaOBzzy4GU1EVCvWZd/FkgSaDKYH1lWOUq1EmgQ+eXlTJlwxSSYYq2fHQ0+xeuMCRRsisQSRK8i7pfljrN92Hz2We8molXBrKIpGIBBA103WP/Q0XTttPKCaHWMuU6Wrbw2NdTHswhyjUwvo4Tq6GyJMDp5C1VQcVT4/0ircYTyP+YkRSnKAluYWUuHa+9uplpiemmQq67L9ri1Yo4dRVRVNVXEcZ2Xs/BFuGrta5PThd3nh5f20bdiO6eYZPDNIS3s7ybDB2cFBLDVIe2sKu5jmbEFFVhRcxxVdZYX72E/oc6M6FQnKS7ySkgSu5+F45yrk3ZhoRZVlTO3yh+q6i+utJGnJbOkqYMq1oOpWkSQZ3fSTavR/8o0vIisawXCU4CffVLjRZI1IsonHHnmYupBB0AwQXBy4c6J+dj3mI5JsIOI3sPIGbT29aP4oiaBMxKcxNpPB19JGd714Ne9UejDF5q0NxBJJ1PPf3mTCiQY2bW+io7WOUkzBOzOKndpAT28zuihP8qkiyyrhVCuPP1WHaeq1DUSqirKYLDKYamNjk49EIkYpM4tpjGPJPta2tInRqRXuYwOqc6NUfsB24MOJC1RFwa+pzGdLRIMmxg3IXgwQD5n4jMsfajpfwnO9Wrb0D83pSdSmLn3SLRqdEu4YkqwQjCTZvCn5kesUI8SatWvP/65FkrRHFm/neTR3rKapvRb0i1wydyhJJtHUTuJDF6uGn/omP7WFAB5aoomt8UZY3IkrFhp/ikgSquGna90Wui5zk9aOzvP/9hlNxFKNi3cVm1lWuk+cQ5KpjVLZMuTcC6PTkiShKBIbO+v4YGgaU1dpSYXPl0xZTgFTJ2AunSU9X6yw9/gYDbEA0eBHk+QZEgSUWzs6JXzKXZIWQ/h0E0GUcOVuRBFw4cb5xIBKkmo38stge1D80NRfT3OcYsVi/6lxBicXqI+H8BnqVRUqnssVGZnJkM6Xr+j2HuB6LvPZEsNTacJ+g7VtqVp9u4s6nybVjtuQljdVgrDyNIT9/Ma9q1goXl8W9vVNMaJBH5qYhlnRbsSHzCNrmuhMhqjYS+9Q1hSZlmgATROJWe8Ey92HUiGTX9vZzWN9TQQNjbUNEdFX7lCX6zuSd/mEUed5i/+pepBxoHTRPTzPw3Zqwc3oXJb5bAnLWfqEdDkVy0ZTlaueCgn5DFpSYeoiAXyGdsk3PxUIybXRKRkRUN3p3MV+eL2LNhVJWvbCzcKNsdwfiLbj4i5uab8cWZIuWhsl3AmWqx+5nofjuLjUlpoospjev5N9uN9IkiRdUUAF4C3W9at6kLbhw+MAnufhuh7ulTW3LCRJQpalizJ7XxRMKRCQRTAlCIIgCMKNdVUB1Tne4khV2ll659+tpgFhpZYiQZR1EARBEAThRrumgApqQZXtQdaForsyclSd280XkmspEsSovCAIgiAIN8M1B1RwYQqw4EDhFif/VKmNSAUXc02JKT5BEARBEG6W6wqozjk3BVh0oezWiinfrJlAhdqolP/cqBQimBIEQRAE4eZaloDqHNeDiltbV1VZnBK8ur1+V0aiNiKlS7UgypRrgRXSjcrTLgiCIAiCcHnLGlBBbbTKpTb9V3Whuvhv+zqnAyVqQZMm1X50CYxzgRRiVEoQBEEQhFtn2QOqc86tr3KpBVO2dyGwsqmNZp2r/nfxH5cu+r9CbZeeuphYVJUu/NSyTi/3UQuCIAiCIFy9GxZQXcy7KHhyF0eqzv3/fFBVK3FWC5SorYWSpQtromREECUIgiAIwsp0UwKqD1vqr3ksvf5JBFCCIAiCIKx0kiRJn1jLb/n/6BKX3eyDEARBEARBWEY3PaASbjaParnA3NQ0CwWbhtY24iHzVh+UIAiCINxRREC1TKzcJN/+9o+IdG3mnrs2Uh/xAbUahwCuW9vnKEkykgSe5+KxWDxzsSCrJEnnby9J0vnfz/2cI8ny+fVmtRqKLkgysiwBHp4LHh6SJGEVF9j3xkv83Q9/gb91M1/5za8SCxq4bq2QsLzYFp5X24npeYt/Fy7eMnCuTqK3uOBNvuj4zj+2xbYuHK90vmC157m1Ni+673JyPY+q6y05pXwjSRLoF9WTFG6e5e5DVdfDObfocwWTF/ucsDyWsziy5Xq4K7z/LBddlj7VFUmW6jcioFoudoXR4SFK4Xaq1mKSCM/DrpaYnRpnaHiMQhVSjS20t9ZTnDrD6YyPnRs7mDp9hDlidLemWDg7REHy09DcRDxk4lSLjI+OMDw6haZpFMo2qdYuejubkK0ig6f7GZ2cRw3E6OzuIiiXGB6coFCu4IuGKKcneefdAxTVCJ/Z9QBtCZ2J4VOcOTNCyVNo7uiho7WewtQA/RM5JMsilohTKhWpVsp4nkelYhOKxgnqDhNTc+jhetb1rSZsSEyPDXJqcJSKrdHc0UFzKsjoyDDpXBFVDRCPx4mGFMaGh5nJFAnG6unu7iIZ8S/rGrmRgsXfDOYYLdrL1+gV6PQrfL3DT0j9FJ9ZbgFFUdB1fVnbfO5snndmyxTslVBMa2m6LLEupPIb7b5bfSi3NUmS0DQNWZaXrc2xos13hnOcyVnL1uZKpcsSv9PhpyugfCqDqsudf0RAdQN5ns346aO8/NIvOD5ZIOTTqNoSGx54klXSSf76R5N0/ulXePF7f8MHdje/+aWHOPSLn+OmenkkniIeMrGKCxza+zJ//9I+2nr7cAtpsnaY3/hvfwttZDf/+Ud70Q2DfC5L547PcFezyy9e2M28rbD53h343ALTM7NksjJjo8OcDVX4+Q+/z7QTIGq6vPDCG/zyb/0G3ulX+f9eOkEq0cQ9O9Zx8sh7DI7NkKyvp5KeYT7n0NHdgVfOMDaR47O/9d/zYEuVv/3WXzFtq3jlAlK0i2ef2M6Bt16m/+w8HT1b2bKmlcrCCL94fT/+eBxdM1n/4DN8/qH1y9r5Ki4MFxxO529uQKXgUXVcPGX5TszCJzs3KrqcZsoOZ/IWGWvlDjGYMsRUuMl7ie44N+L5q7geZwsOJ3M39xx0K5gyFGwH15P4NI7PX+78IwKqG8izipw5M8B4QePpr32DjUmHN3/6HK+8sp/tX78Lv7WP40cOMVzyIxcmGDx5nNECbFyfJBG+8A1U0X209W7mq//46/gyp/mrP/8We947gvPmj5lxWri3r5vs6HFGTg/RaUZR/Ul2br2Hzz11H3J6GKOcwxy1efT+HcwdfpWBWT+//7/+EV2hMn/xL/+Etw/300eFUF03n/3C0+zo8JGeHMSLtvO5px6n2L+Pn/38AOseeJp72yR+8Bff5NjgWZpnjrH76Az3P3o3IbIc7D/L2FQHRVule8NOPve5p2jWc7zzxiR1jZ2s2rAK1bWJhoyVPqsiCIIgCFdFBFQ3kOd5uJ6LpyjouoasgK5peK6HP95ET0Lm5ZfeINq9g9WlAY6//x4ZpZVEPIlfVy5pS5IkZFlGVlR0VcKyq9hVGxQJSVFo6FxHW7iFukCOftXA1A00Vb6k/M+59U6yrKPrCpKiYegyGdvBUzw0nx/D0FBkCSQZTdMwDB1L1fEZJgG/D1W18Zkq846LVa3iLCa98Ecb2LGjjY6mFKMDGoZpYugqmhmgqaODnrJLdmacuZl5Yk6Kuzf3oCl35jcbz3UoZNPML6Qp2xAMR0kkohhq7TX1PA/XsZibnkYJxIiGfHh2lWw2j6QZtedZkahUqnhImKZRW2snCFfAtS2y6Xnm01ksTyYUiZGMR9HV2ijqR/pf0IdjlcjmSmimD7/fh4JDpWKBrGAa+rKvVxPufK5jU8jnKFcdAuEoPl3GrpaZn50hnSsjawap+npCfhPJtchlc9iSSiDgx1AVqpUKjge6aaLeJvOKIqBaTm6Z/sPv4BWniQVMUo3NqP4oKW2YV3/yA46FVGZnMmy+/3EioSg7NnfwZ//1fb72VC9rjSCH//P3iW7cQqoucUkHcu0KE8P9vPjj5yA3zaRcxy+tXwvK/Yzvn15M5CUTTcTwS9XLzmlrZoD6tk7qQx/w3He+Q8pnc7oY4+E1nZijg1f1UGVFpWPdXWzqGEcG8MDnixIJ+DHUC9NfVrnI7PQk41NzaKpHLpvGnl24rlJEK5rnsTAxyKEj/aRLLqbuUbVlGjr72La+AxVwrApj/Qf50T+8QvPdz/DkXV0MH32fmbxFqQqdPauImhbDI9Oo4TrWr+lAvz3OJ8It5nkOY2eOcqR/mAoaumRTcRXaVm9iS28zMh/tf5/Z0sKJQ4fJWzZV/PSs7sK0FhiZzBCub2dNZ/2ncFJHuB6e5zA/OcS7e99lqmhw96OP0hmVGDh2kIOD89SnoljFDPsO+nnkkXsoT/QzPFugVKrS3NlDQ9RgdPgslhpiw/pe1A8NMKxUIqBaJrIZ5p6HHuLsVBpJkXEcGxeFjlXraEjFOXF6mJIts2X1ZjZsWo+p6fTufJQvuZ3sWNNKQk/yxLMWkZbVNMQCl5zAJFnB9PkJBQMo/jae3L6aTd0tyI2fxw2/z8RcBtkMk0rESPkC3HVfmHhzI6oESiDCqg1bCLZ5RIN+zK51fOGXXU6cGqWKzGO/9CtsWdtGIbSNhxMyjfEQsq6wbuNWiviI+n3427q46wGTxrowZsBlwz2P0pFsI9VZx6992eHE0ASWp5BqSBKOJdm67S4kX5yIqWGqUdq7esiXPdLFCo0da+ldtxHjjl1y5DA7MU7Rkmnp6aXRV+bQwSOcOHKSvjXt+CWL+YkBXt9zGMfKMzabxa6WOHPiNGZLJ+mpUcZMlZFSjnxZYnVDJ3foQJ5wI3gutiMRr2smVt+IXp7i0OGT9J86y4bVzShu9SP9r1pKc+LkCC09zUydHcNUHUrZNGXJT0O3XwRTwtXxPApzExw/3s+pgVGUQIJsoUpRLnLm6HGc+m1s2tyNlRnlr//2Z4xt6iPdf5JisJlqeobxMZPpkSK5fJXm1fVot9H6VBFQLRPZCHPvw09g2Rcm2RRVQ9c0pJYm2ldvwHE9dMNAU1XAI9ayls8/uwrdNJAJ8uCjjyErKqp6aTQuKxqJhlbueehx6oMKumGiKTKS0ci9jyQWh+ZVDENH8hwSTZ3IioImAf4oqzdso9vzMAwViQh9W+6he20Z25MwTRNVkYn0bCbVCZqmociwYdNWXCQ0TQVfF/GmdhRdR5E81t+7C0/WUXSVtdvupWvd4tCsYaAqEolEsjZlqGrIkkZLVx/1rT1YtoOsapiGfgdPYck0r9pIXY+M6fdTmRtGVWRQVGTPJjM7xt639hHp2UJ7zOKILCMpJr3r1zA2lyeSasTJzjJXkmjt6aO7OYFyxz5XwrKTFJq7ekmVC0xNjHLkWD+ZikTPmsZa/5v5aP+TjQjr13Uwly+SakyRnRmnJAXoWbea5mRITPcJV8GjWpzng8NHmS/JrF67lmIuDxIYPj/JxhTDY0MMDiqUZ4dQow3Egn6Sa9czODFLMZLEcHJMzJVItXazprsZ9Tb6RikCqmVybhTpcikzfeqHn2oJSdHw+bXzl5jmR4c1NX+M9dvuo2G1TX0sQPBDQ5+qZqBqxkWXyCgX/ylJQTc+tB5LUfEFgku0c+F33bioTVlG0S5caZj+C1cpKr7ApY/NMD4cECoYig+DTwFJJhCJUjuxpOnvP81UzmH9zrVYmRkO799H1tfOZ7et4cyrB2rf/iWNzr7NNJYrFBcm2LN3hmC8kaa6KJViETngR1dvjyFv4daSJBndNMGt4DkOVtXCcVSQJXLz00v2P1nz07dlG+WqxcL4KfbOSMSbU9TFTIqF4uKavttnlEC4dVy7zPH3DzCetujoW48/P8bJfB68Wp5CWZbIz08xNu6nND2B5YaRJIXGrjUkmytUimne3fMO/mCMlqY6nEqJiixh6OptMVIqAqoVTtH9NHesopnlT2Qo3CCeRzEzxYF33mFwpsLa7ffS1+zn1MG9/OwXuwm39fL9qeNMnjrIBFN0N0a5b1M3Qb/OkT3HcA0f1WKWo+++QVUJkKhv4+4dfRi3ycJM4dbx7CqTU9OgmjSv2kBjUz0H9r/P8Xf34HWFP7b/+bUKe46cwggEKGbmePf1IZRAlPq21exY1/GpzDckXJ2F0ZPs2XuAsazF+ORZinOTTM/maS9pWGubOHp0lAc+/yV2dMTx7Dx/983/h+MDkyQ3dxMK+jl75G1yro5SLTB09F0+qCrEE/Xcdfc2wsbK/1IpAqoVTroBWcWFG8hzmBs7xc9/9gqTZZ3Nd+2kIaySLdi0rtnBN35vNQ4etlXmvdIISmA9Pa11mJrC9JmD9M+69HQlWZjPY/rDRBWP2clJitaaj4z8CcJH2fTv382ZBY/ezdto0LLMzaRR/PWs3rSVb7T0Lt3/VImBA+8w64boSgSZz1Xxh+tRXIfJ8SmsvnYMcR4SPkGovpsv/NpXKZSr4NkMHH6fk6cn6Vq9msaYxKDsMDU5h9UawckvMFuo0qCryBIUpgd5v3+W5p5OKgtpZNNHU1QmPTvFQtESAZUgfOp4Lum5NEYgTFyH6cHjzIxoJBpb2bxpI509KcDDsavY0ztJ+PpoTIRRsBifKbJu00a62pvIjZ/hg6MnmZND9K7bQEgTUy7CJ5NUHzsffZzwB4c5+v6bHHUUWrp6eXLLRpKxAKlYgqX6n+QUmSnqbNq0hvbmOOOnj3P0xBnkcD3rNnajiWBKuAK6L0RjS6j2i2djeg6BaCN13e20JzSMpxxef/1N/vroG3ieRPfDz7BjTQt+XWJwfJaOdRvp6mpDyk1w5INjjMxJdPX20RBa3qoIN4rkiZS7wh3gZLbKnx1Lczp/c8s+9IUU/kVvkLi+vAHPxTUSZVkWo5QfIssyprm8Rb6/eTLNS5PFFZ8p/a6Yxj/vDX7CLT1c99K6oFfD89zF+0uL/e/ajnclMwxjWd9bp3NV/sOJDB9kqsvS3kpmyvAv1wZZF1avatNMLQeaTdWykGQNXVMX++cSt7uoRuxK28S01PlHkiRJjFAJdwRFgqAmEdFu7hsvoN6YN7skSSjKyh/ivlVuRIBpKtLiSODKzZJmyBJ+9UqCd2mxWPq1kSSZO7n73Yj+I0sQUG/+OehWMGQJVZLgKpeKS5KEomr4Lt4BdbnbreAOeLn+IwIq4Y4Q02WeaPSTrjqffONllNBkQoZ2x2Z9X6luxAfilphBTJepuCt3hEqRJJqMWhUD4fosdx+KaQq7GnxsjN0e01PXQ5EkGoM6uiatuNGjm+FyfUdM+QmCIAiCIFwHSZIksdJVEARBEAThOomAShAEQRAE4TqJgEoQBEEQBOE6iYBKEARBEAThOomAShAEQRAE4TqJgEoQBEEQBOE6iYBKEARBEAThOomAShAEQRAE4TqJgEoQBEEQBOE6idIzN4RHbm6KmUwRM5ygMRm5yopHH+U6NpVymYojEw75uY4yXR/huS6lYp5iqYKsGQT8vvNFKy+5nedSLmQZGjpLrKWbhqh/+Q5CEARBEG5jIqBaglXKcPr0AGVM2js7iQV08gszjA2NYTR10dkQXeJeDuOnjzPv+GhqaiA/OcSR0zPEO9fTsAwBVTm3wIkjhzm9EOTZp3dyrs51dmqI/e8fp1C18JAIxerp7OqksS6OoV1JcUmPubPHeXPve0ynCwSTbWzfvpWu1no+cnfPIZ+e4d3db7HmsYarCqiscoGZ8TEmFmD95lUYovadIAiCcAcRAdUSKrkZ9v7ixxw6W+Xhp3+ZJ+5fx/z4MHtffIX4w1+koy5EpZhnZm4B9ACpRBS7NM++137K8VKMBx56hM5wnLYOH4FECDyXSrlEJp2m7MrE4gmCpka1lGU+XcU0IF+sEAhHCQX9qJJHMZ8lkyuAahCJRKiWcoycPsGBsSRPKZgDsAAAIABJREFUPb3z/LHODR3mh997kY6N60hGAwz1H+WD4+3c98A9dDVGqVYryLKKImuEQialXIZ0roQvFCMeDVLJz7D7Z8/x6ukyfRs2EA/q2NUyZctGAQq5HNlcEdX0E40EMf1hetb0URfxAR7VYp7ZuQVczUc8GkGXXbK5PJ7n4dgODgrBoJ/S3FneefVl9g9JhBvr6GqMImIqQRAE4U4hAqoleK5NqVxgdKCft/fUk0pFqLctivkcZqnE3Gg/z//9TxjNlHAcmb57H6dDn+Ddg0fon1cJJ5px6l3GMyXqvAAxKcu+t97kwIkhPMUg3tDNU597AmX8Hb71nT2kWuNk5ufwp3r57JMP4itN8vY7+zg9NoOkh1i9fitbe+uXPFbHKlNxTbbsfJB13Q1MfPA6P36tnzMnokycLvDBkeMEIi20t7bTnPTY/fo7ZKsOmhlm52PP0GCf4NW973O2GqZz606shWEOHynjKgpmfpQ9e95leDqLGYrTu2ErmzojvLf/IHLTGhrUND/54fMMTC9QdmR6tz7A9p4wB956i5GpDJIsU3EU2letoslXYffuvQzk/Lz19hZaf+kermT87EpVSza5sTx22VnGVm9fiibjT5kYkTuv8v25qWhZXt4loLmJAuV0Bde5fevFq4ZCoN6HFhCn9o8jSdL5fvThpQ3XyirZ5CYKWEV7Wdq7Vv6EiRk3kFXxjfVG+Ljzj3jXXYZkhujdsJawYbHvzTfZtLrp3DUomklzew8pVWfi6B5e++lu/vE/eZINvV2opSTr+3oILhxifGICN9SIMT3Nu8dG2PLQU7QFSrz2wk/4u1dTfL5hhoHhee7//OeJV4f43gv7ODXczZqGIE2tXfjjSQaPn+LouweIBO+97LG6doW5mWkmfDZnBofJ2x6KprAwM0OuqrF16w6a5AXefu1VqskN/Op9qxg88Arf+9vv8wd/8Kts6mkh6N/Ig1v7mNt3htNTEqmzZ5g7dYzZso/Hn36Q0sxZTg6fJO7vZvDMIJ3pHAcP/5gX3p9h10PbsKf72ffabkJOL0NnJ1DiHdy3Yx39B/dx6tQgLQ/dzc4dW3BOS9x/7zqW+2N+/nSGl//kbWaPLyxzy7encGuALb+9ht7Pd9zqQ7khZFnGMIxlbfO9/3SME88PUl6oLmu7N1OsO8zdf7SB1vsabvWhrHi6ri9rUL4wmOW1f7OPiQMzy9bmtdj09dWs/3I3gXqxxvVGudz5RwRUlyMpJFtXs7GrgZOH3uPFV0aI2S5RxyIzc5Y3XnmZjCdTXhgnSx+KGSIc9BPSo4RDQdRcbfzFLhfJVjLIRpgNG9aTYJ7BxjD/cHSISr2GP5Civb2dRNVGld6iWC4wMTLFvrffZmg6TXYuQ6iuh7J1+W89hYVRXvj777I7GCDZ0MoDj+1iy6oUe14fIRRP0tpSjzI+x8Kcxer7N7CquxmzdJa/eeH7FFyDkN8kGI2TiIbJq7XjLhWy5PMO4Vgnfes34GMt20sFZkfPAB6uW2H4xHEmxjLsfj2L6tngb8DBAc2grqGRzs525odOcHpyFk8xiMUi+Hwe8XhoWRfVAzgVh+zZPPNnMsvb8G3KdV0q2Sqed/uOtnycG/G4irNl0oM5inPlZW/7ZpF0iWrBumNf95XMqTrkxgq3/BxUnC1jW67oAzfQ5Z5bEVB9DFkx6F63haCb5dD/+zecIkVdKc/Jw/sYrnTw7/+P32Pstb/lW89PnV907rgu7kVPtqobGJhUSxNMzaUJ+vPMTqdJtW3FkBaQZAVZlpAWIwynmGbfyRM4kR6+/o8eJHv8Xd4+OAof896INKzh63/4u2zubcVYHOa189PIkoQkgayomH6TQMBlbHyCcjXJ3OQkqlFPxG8sGdzohomqOiwU50lnMmRy0wyNzRDyKYCEJGskGutp6FnLH/zBr9MWVckUbcgNM9x/GlmWkC9u2AMPD9e1F58fMRwtCIIg3DlEQLUESZLRNB1PU9F8EdZvvYdnn57k+ddPEAiE6GraQPy17/Cnf/zH+CiQsxqwHYn61jZe+clufopCX6KCpmmYwTi9DXHODg7wl3/2v6BoBrH6VXz1ibtQRl7GMDRkSQJJQTcMjGCMTeu72fPW2/zHP38PqmX8sVZWOQ6mqtXSGVx0rLKsYhg6yoeHriUJRdXQNZBklbq2Lrbu3MB3n/sb/uglGUUL8NRXf5OmqI9juoGuqkgSKKqGpmlEGjup0y1++rOX+Tf/0+v4I0n6tt/LQxsaasep+9j55JfZf+Zb/Pt//T+jqhrNG+7l8S2NKKqGqqpISKiqiq5rmP4AgXiI3PhL/OVfNvHf/fazhDURVN1MrmNTKuTI5Ipwbv2IohGNxmqbCTIZylVrMXaX0E0fwWAQTQHLsnGR0DUNRZZwHRsHGU2RQZJEeHyb8DwPz7Up5vPYkkEo5EMG7EqZTCZN2XIxAyFCQT+6quA4NrZtg6SgaSoy4Dg2yCqqItIYrnS119uhVCyQy+awJY1IJILfVCkV8lSsc2tOPTxk/P4AqiLhOC6SLKMtft64rgOSjKIo4r3+MSRPjAt+hFMtMTefxlN0YrEYmuxRyueYX8jijyWJ+FXSs1NMZyok4mGK+TKJ+joM2WF2ZgZbMfFpEo4Hui9ENGBSKeaYnZ2l5Cik6huIBHQq+QWmZqs0NKdQvApT0/P4wlGCpkpmfp58xUZTFVRZRjH9aG6VfFWlqTF+fodcOTfP5GyRZH0Kv0+vBWeA51gspNNUbIjG4vg0GduqkJmfYzadJxiroz4VRZE80tPjlOUA8WiQam6egi0TDEXwa5BNLzC3kEPzhUjVxZHtKlPTc4TrGoj6NSr5DONT09iSSV1dEp8GCwsZFMNPJOinkMtQKNtEYnE0r8LszAyWFKClpQ51Gef9xvZP8/zvvMrkodlla/N2Fu0Mce//uIkNX1t1/rJiZobDb/2c5/YM0dWWQgLUUJJdu3aRlNN897vPMV/xCAT8KJJKU+caNqzrwV4Y472Dx3DNEI1dfWzpjnPozVfJJjaxa3sXunrzT7KyLGOa5iff8Cq88Idvcvi/9N/WU36JtVEe/bc76Hq85SPXeZ6HY5WZGDjKj37w92RbH+b3v/wQmpXh1Z/9jIGpLK7r4MgB1m/dwYbuFOMDJzlychh/tI7udRtoDti889a7pDY/xI7uulvwCJePYRjIsrxsi9InDs7w0//hTUbemliW9q7Vzj/cwNZvrCXcHMC1y4ycOs477xwgY8noikfJC/DEU48we3AvJ6fTOK6HVUwzlpF4+OF7kMpZpiamUKON9PauJq4W6e8fwmxZx119LSIbOEuffyRJksQI1RIU3Uddg++Sy/zhKP7whfxTiYZWEufWfaYu3K6pNbBkm75ghNZg5NLLQgk6Qud+U2m56L51jc0sdbqKfeh3MxSnIxT/yO0kRSOeSF1ymaqbJBqaLxx37ZbE6i+cfI14PaGLro0m64kmL9phqGu0dVw4TiMYpTN4aV6u+oYLiyGj8SQXrtVpbg8h3Bqe6+ACdau38tTDfdiOhy8cJR4J4mbmsKUA67eso7ujCV3VCIXDGF6Bo4MZqmqQ7oYQR48cI2yHOXi2whfubUWTZfGN9Xbgebh2henRAfbseQ8tEqWQzuN6HjMDhzk2CY8+8Qy9rXEOvf4iA2PDaG4ep1DCDKeI+12OfnCMQrDIpBXi3uaPnnOElceuFMnkiviSPTz+6N24C2P89L/+HcdG7+apx59mq+cBLqf2vcK+UY+I4TI8UyWaTGI7FqePHSFseswUNB5trRPB1CcQAZUgfGpIeK5DemKY4ycU7GqRgu3jrnt2kpDBs4uMnR3CKWdxKhUCiUZW9bTT0NhEoeRiOTINSYOjRwZZd88umqKGCKZuCx6uYzE/NcoHh48h1a1iZ2iBscMg4TEzOYaRrCcWDmGYfhoa4pw+uUAFk7YmH87EHJICYbXMqdECd+16gIgpPjpuB6oRoqdvIx1rJAI6TJWLlNGJBEwUVUUBKrkpjp2coKXvLlo76tHkEebTGTxZJj07x3xVpXfLNhJB7VY/nBVPvCuEK+Z5Lla1TLZQJhSOYqhX833Fw7FtSsU8lmwSDfrEh/FNppl+mjrWslMtsWZ9LyZFfv6DH7A/1shDfXWs37QBOZikuSFJYeIUB08OYUs+Ht65hlR9I3PTk5w4/B5OuIVGv8XAwBDJ+kbCfuPSDQjCiuK5LumZMd7ft4+hrMGD97VTODNOtQy5QhnLspFk+fy6OlmW8TwPxQzTubqFptYCE2eHmT98jHBzF0ZlgcGhAg1NTfi05ZsyE5afrGoEgiqOXWVuYoTDh47h69jEho5E7Qaew/DR91hQE2xqqicWSxILhymXSowNniA756GHEvjcPGdHHRLJFEGfCKwuRwRUdxDHKjE2dIZTpwdJFx1STe2sWtVNIqQwPT7K2EyBvk2bCBnXllLTtStMne3nhd0HefzZL9EZ933ynS5SyM5w8N03GPP18eWHNl7TMQjXygNJQvcHae1qormxDtmzqY9oTBTLOK5HJFZHrL6JumSUAhlODsxSLpRAUZFxyMxMMDxrsXq1zon+ERp8ZQamS9y/dRU+QxMB8grluRaZhVlGxiZwfPWc/OB9ZgZPMT0mc3xwkoZwjMp4hlK5guvYpNM5FEUlFPKjqjql6iwzExOkbYMutUD/0AR+a57pssb2VXWoouTByuV5WJUCY8NnOHLsDI6vjge3byO6GBRZxTneOzxE24YHSMbDKJKEpOmQmWZiYo6yBQnN5szpQcJ+mbGFKvds7BDv9csQAdUdw2Xo8G6ef+0QshkmGVR5943TnDw9xI4tXQwd3su+kwtosUbWd6ZwSjmmZuaQ9BB1dXEMVSIzO48jKdhWBcuTCIYjRAI+PKdKLpthYX6eybFh3jt0mLse/yKe65BdmGUuU8AXjBKLhZGdMplMCcexkXUdn8+P6lVJpzPMTo8z0H+EU9HkrX6yPpUkoFLIsP+ddxgfaUd3CpyY09ixoxG/T2dh4jTH+vsJh0OU0jMUCbK2sxnFrTA+OsLxU2N0bdhCypvg2EyOSCTHZDGO47i3+qEJH0OSVepaenjsc3EcF+xqCaM4ii8foK0hQZ2+ifr+X/DO7tc47leZmZynsWcdrfUxnHKW4YEBRmbLrNu4DmviGLN5m3BxikKiKHIdrXBWOcuJQ/t55fW3KahR1vYGGOk/Qi7bSV9XPSNH9zMjpbirvZGQT0eSwKkWOHnsBOmKTHt3J3ZmmvG5PFJFwpJu740IN5oIqO4YLjOjA4wtlNlx/z3cv7GDhalJsvkiMyOn2PPWHvqnXOp37yXk9PCL53/EaLaCbcP6+5/is/d289aPvs/RqQwuDoVClc71d/Hog9uoTvbz0kuvM12wwC2zkLdwHYuhg6/y3Z/sJl+xcNUgD3/2WTr9WV75+VuMLuTp2LiZ7uYUueGjvHN0GCSPzMIE4btv9XP1aSSh6j4aO3p5QPYxlyngSX4e/ux6OtrrCRgK67fuID4xTbZQJhZLkKxvoKE+hYSLP5xgzaZttHa1I5cSbHUGqTgN3Ne9CtMQUwArmSSrBMIxAuHalhbHrhLzywT7DNrqY2hyhEcf38XY5AzFik1r51qaW5pIBA28qk2svoVNsTbaW+rIJ3QYnsRTttC9ugFFpE5Y0SRZI1bXzLad94Hhw29oyIqKb/E9a0ZaeOThBA2J8Pmd454HiaZOYq0mdXVR8nNR/n/27jvIris/7Pz33PBy6O7XOefcDTRiEyDAHIZhAofijGY89GhGYa2Syra8W9Z6y15vuewql+110K6klaUZaZI4QcwkQIIJBEAQOadGNzqhc04v3nvP/vEaIEE0QJBogAB4Piiyu9+76b1337m/e8LvGJ4RhNtPUUXZF/hqbn0qoLpjaNSu3kzrwOsceOM3HN1XSMuqNaxvayKsFZOYnYRjI9x3/yYirgXqWlZRZboZOLqdnVt3sbI2wtjwCNJXxn33rWPu9C4OD3Tx4X6JNt7HtFnKd76/kbGOvQy8tg+EwBPMZsXadgzdZu8br3Lg6Enc5QYTU1GKa1fx4KZVdB3YzbFzk6x5+ClqwjHefvV5Rr7ot+pLSmgankAG1fUhym0bEOiGvpgHTZCRXUgoMw/bcRBCQ9c/6h+TlVtARg7pC6g3j5VrIjgSTNNECJWm9Xai6SbZxXVkFpHOJSU0covLieSX4EjQdC2d104IcPsoKC6lgHSiXk9hORk5xUih4TLV5eNWp7u8FJTVkFdSdcnjQtMRCPKrGskXWjq59OJ3XXf5KKmogMXP3OdJnxtSiMX8gsqVqG/EHUI6Dq5wIY8/8z3unhil69QRdu7cRk9nP48/2o7f78PtduPzmEwP9bD15ZeYcjSSMyNEzWYs20FiEonkkl9QgHs0gByYZWxiHH8qRaCgjIriApjKwePWcByLgTMHefWVD7GAiYE+yguj2HYAlztIdnYumQEP8VQCy+OnoqqSPDFKVqZfBVRfmHTmfKHruPQl+tEJcXHkz2VP6frHhkwLTNedN+nyl4UQ4hOfJyAEhrlEbZPQ+PipIoSO63P2wVRuPiEEuq6jL/V9B3Tj8hBAfPIz13W0K6yvXEoFVHcKJ877z/+C7lQW6zesZ+3d97AwNcuJ8+OMTs2jA7ZlMTM9ydiJwww5Vfy7f//7DO/6JT9+feLiXYdYrK1Y/Au3x4/XXmB4LD11zuzMDMmkjR2fYfeW98hb/TTff3wF7//8z+nxuUhPKpP+p5suAh4PWjzK4MAQwfACs7MxCC3/y8+uy+Brf3M/qYXU8m/8NmS4dYLF/mWfQPhWcSNGlq3/41aav1WDY92+fcJMr0G4PHDHfu7LaTknRgbIqs7g8f9nM4nZL3Zy7WChn0CBF92lgqAb5Urljwqo7hBC97Fy/Sr6trzLc3/9IZZtI1xhVrZvoqGqlFF7GLmwh1dff5sH1zZS4HqB//If/gM+EcM2cnAAj88PXjeGpmG6vfh9PvJLKqjQgnS/so3/+p8O4Pe5MXxhPL4wGx69h5++/gb/vWs3yakRQk02mmbiC/hwu02E6ae+sYHB/h5e+8lf8LbPi65JMmuWv3bDHXRR2Jbz6QsqyhVkVYbJqgx/+oKKsgR3wCS/VQ24+TJTU8/cSaRDIrrAxOQk0YSFLxgmMzMDj6mTSkSZmpwk5hjk5USIzYwzPpsgKyNINBonK5JFfHYW3F6CQT92bJa5WAqXP0TQLZibnmZmPo7HHyBlJYlkp6faGR0YJC7c+F2SJG4Cbo1Ewsbt9REK+RDSIbYwx9TUDBYGPq9OSvdRkBVSbfGKoijKHUEIIVRApSiKoiiKch2EEEKNeVUURVEURblOKqBSFEVRFEW5TiqgUhRFURRFuU4qoFIURVEURblOKqBSFEVRFEW5TiqgUhRFURRFuU4qoFIURVEURblOKqBSFEVRFEW5TiqgUhRFURRFuU4qoFIURVEURblOl02OHIvFGBwcZG5u7os4HkVRFEVRlNtCWVkZoVAIWCKgsiyLqakpxsfHb/qBKYqiKIqi3C7y8vIIBoMAqMmRFUVRFEVRroOaHFlRFEVRFGUZqIBKURRFURTlOqmASlEURVEU5TqpgEpRFEVRFOU6qYBKURRFURTlOqmASlEURVEU5TpdlofqRrk0O4Nc/P9SGRsEYvHnxx66+KiiKIqiKMqt5oYFVBK5GDdJJA5SOjiLPyXp/0AipUQi0wGTEIuBk0CgoQkNwaX/AQihgitFURRFUW4dyx5QpWuiJA4OjrRwpI0k/dPBAZyrrPzJv8ViaGWgCR0NAyF0NPR0gHWHBlZWYp6B/n5mEoLcgiLyMoMIJInYHIN9vYwnNOrq6gh5bloFo6IoiqIoV7FsV+QLNU2OtLBlCkemcLCR2NezVSQSmyS2BBBoUkcTJrow0THvyFqrxOwI21//DXs659n02FN89YG1eLQUw72n+cWPfsyZVDb/8n//U5o8Oql4lOmZOaThJhQM4DYNpG0xPz9HLGHh8vgIBLyQSrGwEEWYBql4DGl6yQoH0cRH753j2ETnZokmUphuL36/D1PXsFNJFubniadsvIEQAZ8bAThWgsmpaRxMQuEQbpdOMjpPPOVgOxLTdOHxuLASUeYX4uguL6FQAFNXXfcURVGUO8uyBFRSSmyZwpbJdDCFxeXVTcuyJxysxaAtiSZMDFzomgvknRNUOXaKeCLF9PAAvZ2dDKxsoNgbo7/rNGeG5okFPCRTNvHZUd578y26hydIYFLTup41DSWM9Zzi8LHTjM/ECEYKaWlbQa4rwa63tzPnCSBic8zbXh7+2lM0lmSgCwHSou/UQfYcPM7I5CyuYC6tbaupK82k/8xR9h06TdQSZOQW0b55E6VBmw/eepMT5yeQjkZ+dTMb17cydXoPB88OsGC7qamtITtk0nvmOH2jc3h8mdS3reOuthpM7c74rC4ncRyZbtq+yldACIGm6YBEOg7OJxYWQkPTxB1zTis3npQOVjJJIpnEsh003cDlcuNyGWhCgEz3WnUch0+bcUzT0i0A6vxTlrR4/qRSCeLxBLYjMUw3brcLQ79zW48+zXUHVI60sJwElkzgYHNjAqnLSWxsaeOQRLddGJpnsUlQ3BEd2HVviJLibIQ1y/HTXZgFgrNneyluaGZsfBTHTnJix8u8+P45Vq9qQI73sP3N9wh57sdrS7yBECErRX/nMebjCVbX5HH2ZAfBNffT3lzAO8//hq37m6gpWIvm0sCKcWjHDjomNSqrSnEJiC3M0Hm8jyP7DpKIVLGyLERvdxcfHunACg/z6zeO8ZXfeoIsZ4Itb7+Lx+9DnjtFZ1+Uytb1ZPtsju3dz+neKSqqi5gf62XL1mkqqssoCbu/6Lf4BpEMdR3mw32H6R2eXnIJ3XCTX76arz3ZjpskB998jf1d54kmrfQCpp/mVetYs7KJLL/rE5uXWKk4g53H2HP0XLr+V3hpXruOquIcvC7VDHwncaw4Q/09HD92kqloEt30kFtYx13tDbguFnOS2OwExw7u49DRUwyNTZKwbHTTTVZuEU2tbaxa0Uh2yMPC9Ch733yDwwMTV9ynJ5jL2vZ2Whoq8Ri3f1n6pSUd5qdGOXvmFGd7R3CEji8YoW3dekqy/VdcZ2q4l5OnzjAwOo0jDHIKSmlubSEvw5teRDpYiQXOHN7Ljg8PMjwxTdJycPnCVNW3sn7dKsqLcnAb+k18sbeGz1X6XuwnJS2SThQHa7GT+c2XrrOK4zgWhubBwA13QP8qiaCgrBx/0EPv8b3oszkMzeusXlHFtneGse0EvccO0z80S+AU6FaUmJDEonNMjfRy6mQHM/NzjE8tUBrMJWnl4fGGqK5rorXOR8e7z3NgdBL7wp2q5qZ+RQtDe07Q19WBO5RNRmEx81MzzEd1Wu5fw4bmfFpaW5mJJjm3aydz4Ura160hS5/h0DsfMDw0hj+WJJSTT219HVn0MzzQTUf3NLaMYSWTaCEv8/EU3MEB1cRAJzvf3crekwNLLmG6AzS0B3jsyXbcpDi7byev7TjMZDSRXsATIemJUNdQ94mASmLbCUZ7T/Ljv/xzdp48n7590SJ8P1REYW6WCqjuINKxGentYOuLv+Hltz5kIeXg8mayYuMzrG5v4MKZYUUn2Prrv+PlN3fSPThGLJlELtbYm24vOz/Yy70PP8G3nnoIY2Gaw9vf5B+O9Fxxv6G8OsL5ZdTVVqK6ad6uJMnoNId3v8svf/0Cp85PAia5JU1kVDRdIaCSxGdHeG/rS7z8xnb6x+fSN2vr7iNSWk1ehhcpJcn4HEffe5k/+9Gv6R2eIJ5Mpc83zcC/cxfHzj7GM089QVttMcYd2xKxtM/8dbnQV8qWCZLOwhcWSH2Sg0XSWcARNqbwpjuu3+ZBlS8rn4q8EPvffZN3+oeoaVpNSdgilbQRwiCYGSarqJRnnn2KwpDBQkKgzfXy0vu9ZJev4NHmAg7t/oDxxYoPTeiYpoHQBJomsJ2PPjsnFSeKl5UbNuPXE+x6ewdHDx6jMMODIMn07ByJeIixwX6mHD+BQAh7eoy5eAofc8ykJKU+L+asgS51dF3DbXgIZ+TStKKB33rmEcKGQzQhKM3yfkHv6M1h2xbxWJSFaJxAKIPs7Cw85kd3a4bpIzcSvND7D7c/QCgUYHJ+gWg8gbS9JBYLqY+Tjs3UcA8v/uxHbP3gKDFr8fPTBNFEEufmVA4rN4OUzI718v6213jxtbfpn1wAwO1zmJmLfawdQHL+1B5e2fIOx88NIvw5tD/wKK3V+Qx2HGX3ngN0nz4MhpvSujruqXSRXVhM5dyl/RhTsVkGBoaZjyVwWxKEjurqePtyrDgn9+/gpRdeZM/RsyQdCbgw/DMkraWv2U5ygd3bXuHl17Zx7NwgliNB+JiZmSe1uI60k0ye7+CnP/17jp0dxJdbxZPfeIDCgM2H29/heGc/O9/aSmFREUUFORSGPTfxVX/xPlNAJWW6b4glEyTlAp+neS+ZStA/2s2ZviNkBCOsa7gHQzcBODfQQffwaUL+TKqLGskIZH3GoEhiyRggMfCiLzYB3q6E5qKkrIyhogL6u+KsbKvHnDwKjsQw3Kx7+Gl2nfkb/vrP/m9chklBUztfuauW3IiHvR++xbH9OvPRJEW1zVf8El2g6Tozg2fZ9sERpuZjpPCxdnMTK1aV4XEmeeOn/4N3funGn5nPV771XdpWbWbV+/8v//H//FN0yyJQ1kprUyXjCycYmAUQRIqqaW3qpe/1t/nv//EQwVAWlU138b3SIu7skGqR6ad101f4nWe/TU1u4GNPCHTDtfgeeHjwH/8Rq77SzV/+xZ+zc98J5pfYlJQOc5PDfLD1RX7z5j5i6Pi9Bgux5E15KcrNlYpOsnf7W7y65R0GZxOYbjdOKrHkshPD5xmbi5JyJPULWMqOAAAgAElEQVSr7uGbz3yL9oYSzp/8AJmY5cV3DzMzO0n/+Azh9Wv59v/6b3n649G3tDn61t/z3/7613T0T1PR0ERlRQle1dx3W5LS5vzpg2x9fQsfHDuHoxu4DUniKkWFlBYd+9/lxVe3cbJvFM0wMR2b1CVjyiSpRJT+M0c43jGExMPDz/wuv/vURrL8BmsbKnl3z1FGZyzyMgI4KetGv9RbzjUHVBdqptLB1FJF/rVtYy46w45jb9E5cJJvbPptPp7A02266Ro8yVxsBkM3aK1ch65/9nZYS8YXk4Z60yMBb7OgypdVyhNPfQsMD5kZQXK/80Pui1tkZ2eRimbyp4UrKcgNEHC38X/8239H38AgKc1HYWEeIb+XhqoqNo+Ok5I6pstAaBp+j5fm+np82Xl4vYJHv/8v2Ghk4V6sORGmn3u+9l2a1j/A+Mw83mAmuTnZ+D0GVWVlrLt3lOkFi6y8AnIjITTgn/1f/57unj4s4aOouICg3818xtM0WhrBcCam1826B56gvu0uRsam0b1BCoryCbi/PO0IqUSUvrPHOftBPxNzCULZBTS0rKSppgyBBDRC2bl49RhBnxtNE5dlFpFSEpsd49DON/jxc68wJ100b3iAVrOLX28/Seq6K4kl0ZkJRidn0b0hsjPDeN3m9W5U+TykxE5FObhzGy++8jqnh6JUN7ZRXZLJvnffYuayFQR5xZUUhAOMjE8Tj84TjcZIJBPMz80xvxAFzU1mZi5VhbkITcPl8fJRQ7IkMd3P+zv2MjwxgztSyvq1bVSX5aU7sn8mDvNTE0xMz2N4g2RlZagm6JtMSoep86d55aUXeeuDw7izy1lZXYo+dZb3jw5fYR2b0c4D/PTnv+Lg6R4i5StoKvIw3NPBsZ5Lr/XJRIy+nrNMWkAglxVNFUQnBunrmCSpRXjwa98mPy+HkN+H/jmb+6xUnKmJSeZjKQLhTDIzgxi3yTX8ms72C32mbJkgJaOfe2dCCDKD2Ty+/hle2/08OeESNPFRvXLQl0FGMINVdRtoKl/9uYKpC2yZQCDSo6Xk7dX8p7t85Bf6Lv7tznKTceF3VzY1GdkXn/OEsqgNZV2yvjeYSXkw8/INZ0cu/ppXWkPeJ/druMkrLiOv+NLH3b4QReUhij6xvMsXpq6x5ZLHwjmFhD+xzczcQjJzC5d4pXe41ALHdr3BmT3biMdi2I6DRCerqJann/0DvvfVjfjMq7erSClJxWY5fXA3v3ruefpmJKUNa/nBD7/N0Iv/+VMvelJKbNvCSlkgNHRNkLJSSCkwXS5MQ0c6Fid2v8pf/nwrmc33851vPEZLZQG6JnBsi1QqhSNJjxozTTRduwOGfdyKJI6dovvobl57dSuHzwxRULOahx57mFy7jwPvLr1Wft06vvbEvUz/ags9R9/nr/5siC25QaaG+ujqHSantJZNDzzKXY3Fl31uUjp07H+fg6d7mIs7NK5fS3N9FZl+8xPLSRzbIpmyEEJD1wWpZApJ+jwyDB1pxzn4zvM899JOspru4elvPkFTeQ6GJrBti2Qq3YydHn3o+twXXGVpUkpi08O89cpLvPP+PhZEBvdsfoBNLfnse2npPnNSSubH+/j1T3/GnqOdyEAxDz/5OOX6KG8OdX1yaWw7xdz0ZHr2EtPi4Bs/47kjh+gdHCFhCTJyirjr/sf4+pOP0FpTgvuSWk6JdCSpVBLLlpimiWOnLo5INU0TXYP5sR5e/PnP2HV8gg2PfIOnv34PYY+JkBfWdYCPyi+4dUb4f2pAla7pWayZcqLX3WdK0zR8Hh9+d2DJ5w3DxOfx4zJdSz7/WVgyAY7AFD60O6CjunJ70HUDt9uL1+PG5fFTWFJOWVE2sekRTp44yfj5M/zy735EQ3MdG2tyMPQrnZcSOxml89g+Xnr+efafGyevvJmnv/cs66vzePEajkVaMXrPnmL3vsPYhp/ckJtzXeeISRdldS1sWL8a11wPO3cdoLunj6HELrZ4PGgPbyI/LOg4doRTnX3ELEkwK5/WtjW01JfjMVQHm+UmHZvhc0d54YUX2XW4A29+DQ8+8hgP393CmV3nr7QWVjKB6fJimiZCzjE+2Mv8RDrfXEqCaRq4DEEinkJ6TNLFYLrJLzEzwNYt7zA4MYsZKmLjhrVUleRdViNgJ6Oc7zrJ9l0HwJdLfgacOt2JrfmoblrJmlUt2ONn2HvwKB09PfjjOsGwH/ueuygJw8kjhzjV2U/CgUBWAavWtdNSU4whbp2L4e1NklyYZNcbL/HqWzsYmJO0bb6fJx57iNxUP/uWWB4gMTfKll/+hC07DzMv/Tzw2Nd5ePN65k++s/ReHItkLJlOwTE9xFtv7aKgqIi6hghTo0OMjJ3njeefw0LH99tfp7EkckkQH1uY4sjOtznQNUNVQzVTfR0MTczhzyxgxZq11JVkcPzwQQ4eO0l3zwxyxzuEM9xsWN2ENdnH/v2HGBifReguCqub2di+mrwMH5q4Ncb2f3oNlQRbprCcxHUm6fwiyHS+KjSE8N4R6RSUW50gs6CC9s0PkFc9TSinmNZVa1hRW8Rk3yl+9eM/5xfbjrAw1suhM/20V0UwrtT7VzqM9XeyfdtW3tt3EswgecUV5PstThw/zvnxORxHgkwx1NtFZ08+7qqii4lXAaSVoO/sMf7huZ8wkfRQVlSItBPMjA8z8dIW+n/vT3i4ymFgcJxEIkVqfJjurl6GByvoP3KS5/9hC1PST1F+mJnJPZzoGiXzD79Pde7SN0TK5xefGebt119hx56jTMUkTc1FZGd4GOw+S3f/MElb4giL2alBjp84Q2NVJSGPoGPvNn723Mt09E+QV9XC3Xe3U12UyXhfB7s/2M3J7hO8/sJv8IcjfPuR1biEWBzwYHP2wA72nDjHQsKmdvVaWhuqyAxc3pHYTsUY6DrKr37yY+bMbMrLcyGVZGygn1fffI9nfviHtGRMMTQxRTSRIDU+zLmePvqrihg7dpqf/Pwl5lxZVBWGGd65g+O9k/zLf/o75AVMVSovB8ei69BOXt36Dh19I3hyqikqyEFGJzjbe46JuRjgkEzM0dN5ms5Mg8rCMMfef53fvL6dkel5MstrKckNMTN6nt7eAWajyXTqhdkJzp3rIj+oE9RMvIHFEYJSp6H9K/zOdx6nOMvDmQ/f5Ge/fJmTPcN0nOmgq2+EuuIIH1VSSeILUxx69xV+9FYHZTW1BD0aqegMg8NT7DzYwfe//QjDA0NMTM8ST8QYHuzjXE8fJRE3h177Bc/vOkNZbT3e1CTb3t1N3Azx9U1NBDzXXwGzHK4aUEkpcaSdTthJ6mYd07KS2FgyiSYNBC51N6TcWFLiC+RQ17CCgvIUwcwcSspKCfq92Fk5FObnkJ7DMsXcQvSqyT9xkgyc6+LIwePMxC00fY6uI9v5r517QNrMT40vVn/P8vaLP2Fwcp5/8uzXaakq4JON5RKNYKSYh5/5PmurMuj4cCv/7f/7e97e8gb3/us/5IH71nJ2cJSM5nv49tNfo63Ux3tb9hJNSjIKC2laUYcTW8CdWYx+k3LNfdlMDXRx+MgZhidmcYRO94m9/LTvBDo2sYV5ZpISm3nOHt3Gf/ovI/zLf/OvWV3q5tTe/QxOTJPCx5p7HuW3vvkIFXkh5obP4iFGX//rjA+f5/ih48zfv4ostwAkiZkhtr76BkNT8+j+fDZubqeiOBfzijWmgKbhyyzg69/7A1aWBtm35Zf8zXNv8N7bH7Lyf/kqd69uoa9vkkjTvTzz9DdoyBXs2baXWEqSWVxM88oaKkqn8OTng7w1RojfEZwYR/bso6t3iLjl4EwN8O5rv+TDtwysRJy5mWnAYma8m9/87V/QM/qP+Tc/uIsP3trOwPgsliOZGznLCz//n7xmaMSj88zNzgEOvR37ee5nKSbmv8t37q8mkpuPAVi4aF63kZa6akI+F36rje3v7aCzb4jo7AILc7ErtmcJTSev/i5+77fuxxUb5Bd/+T/54Ng+jq5ZzabWNazuOstCaoKND3yVbz91P9ZIF9NTM+DyUVJZS3mGRslkjKyA+3P09btxPqWGSuLIFJZMcrMSdt4IDhaWTKAJA3HZpUZRlpNktPckW155g2PdY2QVVbJ+42ZW1Rcx2X+Gwye6AIFm+inM+fRRrEIz8PqDRCIXbmgcYtEoUjrEEvbit1JipRIkkqnLMq5f3I5uEsrJp3XlCmryTHyJVsLeXzE9P0lKuAmF/JiGgccfIpIdISMSormtnck5m47eQU4ePojUvVQ156ubkhtG4PUHyMqKXLx9TcZjSMcmkbgw/ZbEsVLE43Hs9Pzy6Lq+WPtuMT05ztj4BBGvZHJ8nMnpWVJOevJ5oS32fZMSx0py7tAOdh3tJpZ0qFy5htVN1WQFPFetMdJ0k2CkiFVtrZSHXTgrG/n1C28Tm5xB6m4Cfh8uw8TrD5EdySIn103DqnYemUlytn+Uw/v2YeteajLK1Xm0nKREM9yEwhlEtMUcf3aKWDSJlUySXBy5Ih2bZCJOImmBBM30kpkVwbM4Is9KJrCSkkQsQWrxBHNsi2QiTjJl43J7Ka6oJTdgMjif5NSRfRyvClOQ6abz0BEGxqZJOQJ/OEAw5ONKHQM03UV1cxsNtdV4ZC5VhTnsPzPO/EISt8eH3+fFNFyEwplkRyJI02LTI4+SCh1m+vxpdp9N4gvn0eRIFnslcStUdV41oHKwsUnehk19n/TR1DgCj/oiKzeO0InkF+L36Iyc7+LsuW46Tx9nW3aI5Pw0/f2D6C4f5S13saG59MrNfQDCpKyxjW//XphHoh8fMu+Qik7x8o//loPnx7EJcPejv8V9926mNDe8ZCEmrQRjfV1s27KFmdoIp3e/y/iCTU5NKSG/m3mXC03A+PkeThw/SdAuYHh0jJhlUFHbgldbYPd777Bt6xS1bespz1FNfsstXFTDU9/9Pptn5i+5s49Nj3L4w/fZ8t5+HLefisbNPPvsY1Tn+NA0g8b16yjed5KZ7mEObH+NhZEuinKCzIye58yZDqKWQVFBCS1tzQRMgZQO0ekhXn3pNYZmFhCeCHffu4mKwhxcV6udIj1/5+j507z62husrQiz562dTEQtyooLCPq8pFwGmmYzOtTD8ROncMWzGBsbIyrdlDesIENf4K2XX+blninWbb6X7MpMtE/Zp3INNC9rH3qS/JZ2Yh/PdeCk6D19lG2vv0Hn+AKhrDKeeOa7bGpfia77eOCZ71H/0Bz2x9NoOHGO7Hyf7Ts/ZHDWorhyBY998yk2rqnB5fJSXLuCe9Y18Kt3j3Jk+0v8j95DhDw6E8MDDI5OoAdzaWlppKYsn6U/Woltxdi//Q3ejaQw5/rZ39lH0uUjOzuM3+dB03VSyVl6z53mxIkSMswkA6NTeDPyqGwuYvbcPp574TVigWrWNJbjdd8aTcdXDKiklDiOhS3vjFwSEgfbSaHrbtWXSrmBBJHiWr7y1W9iegLs3HOI8yMjnBzqQxhuMrOLaGtZx9ef/iaVuQGuOtBJ6GTll5CRW/SJudccEjMD7H/hVxwaAHBT2dDGquYasoJLZ/gSmoaTnOf07jfZ/+Y0ExMTePPrefKrj1CQGSBWUU99ZQn7Th3j1Rdt3NpXCMk4/V0n6JuI4XbrzM1DUWUFhdnBZXy/lAt8GXmsWJuzmKLmI3Mj3cRHOtn2Hti6i0h+NXdvXEfI0BFA5ap7+c63Znjh1W0cP9vLoT3vc1TTcGwbze2jpnU9D3zlCe5bV4ehgRWP0X30A947cJak5VDctJr2FbVkBL2fXmOKACvJofdeYudLU4yOjOMvbuThhzdQmJNFoKqeqsrD7DlxhNde0pGP3EuBL0H/maP0zyQJ+VxMpgzK62vJy1A3t8tGMymrb6G0Tl5aVjhxjrosDrz3HhDD48+kedU6VtUVoGkadavWUSu5dB17Hnu0j4P7D8AcZGQX0bqijfqyHDRNEMop5RvfeZZ5+xfsPdZJ16mjWLbEMD1k5VXQfu9DPP7QJkpzQ1e40gpAQ8wP8Ku//StmJseZXnBo3vAVVrfUkJ/np6qqmvxjnRzZ8x6GofPQfWuwFiY4vO8IR46FMFMzuLKKqK8txePSb5kr+pUDKhxsrDugduqCjyZW1sSt0YFNuTPpppeqlrXkldbw0JPDDI+MMjMbRbi85OTnU1hQSG52BubHaqc0XxaPffN7rNj4GEnporymjkjAjaZpaNon6pykRARz+doP/4i2qXkc3DS01RD2Xbk/gWZ6KKps5Tu//SQLI+eJOi7Ka+qpry4n6HURrFjJ7/3xv+DBnj4WLBdVNTXkZvqoqKylu6eP6WiKQEYOVTW1VJQskZJDuW5CaOhLjJ4MZOWz7sGv86clK5GGh0hhDT7DuBiMu4M5bH7sW9SsuIvOzk76BoaZjyZx+YIUFJVQWVVFaXE+QV+6OU/oBhmFdfz+n/wpjoSc8kYay/NwX0NNkW56KKpcy+/97gMMdndjaX4q6xqorigm5HUTalzPD/6wgPt6+4nZXsoqqyjK8VBUUs257n5mYxaBrFxq6uopz/Jd/YZCuXZCLJ1myBGUN67i2T/6Ex6dT+ILZNFUmnVxWV1fIgTQA7RueIA/yKtiOmYTyS+msiCMvlheGS4fVSs28U8La+nt7WFgeJSFuIUvmElhcQklxYVkZQQvKd8+cbAYRpB7nvguDeEoI5PzBCIF1NbVUpQXwWMKNjzyFMV1bfQPTeIN51FbX82K6kLq2zrpHRzDFi7ySytprK8m5HXfEs19cJWAypE2kjujduoCiYMtUxiogEq5gUQ6E3ooK4dgZoSKmgYcxwGhoekaunZ5Cg/N5aelrZ1GJ51jRdf1iwXYUnSXn9YN99Ak050HdMO4al4fIQRuX5CK+pUUrWnDQWAY5uI6Ih1wVdSSX1q1mCtIR9c0QqEQ5bVNOI5E03R0w0gnH1VuGtMboLyuheLqJkCgafolBfeFz7a0uoHC8hosy0ZKuRigGRiGnh5WLtKd0XXDTVHNCvIq0znkNN1INz1fQ22REBoub5CqplW0Na9ACg3zwjkhBIbLT3FlHQVl1UgpFs8jQaAxTEVtC45Mn0eGOo9uDqGTmVfM+uwCnI+dE1dfx6Cwqo688hrk4uf18WBNCIFmuIgUlJCZW0Cz7aTPN01Ll1ta+ly6auW70AlECljbXoYm0uWNoRuIxTQagYwc6luzqGlyFvOe6QgRIJxdQKtlIxfLvAtdJm6VM2nJdzY9us/CkTemdio9F6BzedNb+vueznEh5bJXB8vFCZ2lTH9IinIjCSEQQkfTPn0ghBAahqldW6bdxcLKcLk+09xRQqQvxi73UjcUAm2JYxW6gWupu1jlprlQc3XVj0GkPz+XS8d11ftFgRCgG+bVt/cpNN3A7Voim/4Vznl1Hn1BRDqo1T5Lkmwh0HWDq61y4dr8uc+jxcDJME1cxuU7Ekseg8AwNAzj1p3FYemAarHBT96AkX2O4xCNzzMd7cfvDV4SWrpdHgzdRTQeI5GK43Et94xv6dfl4KBfcfyBotw5hOmjcfVm/llmOWYwh4hPjXJVPjvDHaCm7V7+5F+V48ooxq9OI+UzE/jDeTz42/+E6gcT1DTkpWuz7iBCysvHWTvSIuEsYMulJ+P8vC7M5XeoczdTcxM8ueG3cZx0LZiupScyPtK5l6HJfmqKm6goqEW/hrv7z0Kg4dZCGJpq9lMURVEU5foJcYV2L3kxscPykVIST0TpHuqgd+Qs7Y33Y9s2J3oOcvDsB0zPT+BIh9qSZkzDpHvoDGPTwywR713/sdwxHe0VRVEURbkVLB1QLX88RTKVoGekkzP9R1lbdy+5GfnMzE/zyu6/51fb/4quwVOkrAQ+j5/WqvU40uFU72Gm5ieWPai6EU2ZiqIoiqJ8ed2UBkzLTjE40cfZ88cpya2iprgRIQQet4fGsjZaK9cTCeeha+kuXdmhXGqLmoklo5zpO0osEb0Zh7nsHCtFNBplIZa4ITVtiqIoiqLcGpbsQ2U5KVLOAjbJ696B4zgMTfRzrHs/btNNe+P9eN2+iwHGQnwOx3HweQIIIYjG59MjnnSTnuEOugZPkZ9VQmvlWsxl6N0v0DA1Hy7Nd93bAkjG5pieTRDKCON2GSAd5mbncIROcm6YE6fOkfIWcM9dLUvmeZkZ7ORIxwyNK+vJDPvQl3lko2OnmBw5z6kznUS1IKvXrCLbf+f1H5uaH+VA17vMLIxf13bqi9dQll2P21ye80O5MYQQGJ82/PszOtK9g77xDpKp+FWX0zSdnFAR62seXdb9KzdXeii+WLbR5NMLYxw+t4OJuaGLj3lcfipym6gpWLks+1BuDUuVP0IIcUPHsUopmZwbo3PgJFI6rKhqx+v2XTwggIA3dHH582Pd7D+zk4QVpa16AyU5lcQSC/SPnSPgDVJb3HzLZdYd7zrEb7Z18vBTT1JZnI1pLbDn/feImlnUVuUTCoex3L4rpniZ7D/JG1t7iZSVEA75rpCq//OLTg1z4IMd7Dw6wIpNm5Z347eQ8dlBXt3313SPnLiu7Tyz4Z+T6csnw3frDs39skunf9CWPaDad3Yb7x1/nrnY5FWXM3U3zWUbWFX+wLLuX7l5LpxDy3k9mZwbYeuhn3Cqf+/Fx7IC+Tyy8nuUZzct236UL9bVyp8lSySRzvV33f2oovF5Os4fZ2ZhkrX1m8kMRq66/NTcGGfOH2EhPk1JTiUV+fVUFzWRSCU40XOIoDeTwuzi6zso0rVUyyU6PcyJEx2sfziW7nvmJBns62PGnSQ/L0x8NorlTWKlYgz3dLBr1x6mUl5KCwPMmmW0uBeYGhtk91sv865lUVyzgnVtzeRnBdCEIBWdpuP0cY6c6ELTBJNzNo1rN7JhRTW6vcDBXdvZf6wLb34Fd921niwxw5HDnYxPT2GGPEyPDHD4g90Mp7KoXumgyyQ9J4+w4/09TFguVm+8l7aGcibOHWBvxxjJ2Tnyi0uIxReIR2dJJhIsxB0KS8vJ0KMcPdNDVmkTD95zF1k+jYGOw7y9cx9zKR9td91FY1kmJ48dZWh0HESAgsIiCiIGxw4coH8iQUXjSu5av5KsZa4lsx2LmegEk/Mj17WdaGIhnYRTuWVJKW9IE/pCYo7phVFmohNXXc7U3cxFp5Z9/8rNcyPOH9uxmI1OXlIGaUInlpxf9n0pX5yrlT9LB1RoXG/3qpSV4nT/Ucamh6kvXUFuZiFSSmbmpzjQ8T6js4PUFq5gRdVadN1ECEF5fj2Prnsa6UhKcqswdIOAN0hNURPxZJS9p9/hwdXfIOC9vrnEtGXuOmYl5uk914nbmcNMzTAyNoWen0t8bpJzZztJBm3KshO8/dLL9FlZrK7L4MA7r3I+9xHq1jrMzY4SpYkMc4IP33sHl8vDPe0r8LsEVnKB3rMn+HDvKVrW34VfjPDiz36OJ/D7uLq28Q97xljdWsVw50FeizqsKRLs+WAPSX8O7ZvWEtQt+iM52LKIqrJsxnuO8dzPfoOvoo2q7AT/8KMfkfj+D3EPHOe99zqpaWihxu/i7PE9dA3NUlVbgzV1ntf2H6SytY3ioJsDW19AC+bwQGmcH//dCxQ2ryBTjPLmq1uw7mnj+IG99E4kaVm1AZGcYNeOk3QM2zSUZ3HmwHYcfyZPrK+5ZbLbKoqiKMr1ukJAJdDQsD9nNZXjOJw9f4KBsR5KciuoKqxH13RiiQW6hzvoH+1nQ9P9vLL3x5TmVRMJ5aTTzXuDtJSvTR+D+Kg6NjMUob60lYNnP2DnsTd4cNXXP3d1v0BHiOXNbTU/0ccrv/oZ/oAH4aQYHJyh7b4KpLSxUikS0QWGhlJ0Tdp85R89xeoiHev8XrqmLSQQipSzYdM9FJkj9P7kBcYmx4kmLfwuV3rIpWaSU1TBg498BfdsD+On/4LdBw9jbd/K8VHBxHAX8elhUkFJweYyhCtCU8taNra3s9B/jPNd59GsIipLs+jZvZ/RhWz+t299k0JfkulT/4q9x8/SYszjzalgzYaNtJS6OXXUS35FPvc++CDzZw4wP3GIxtWbWFNgM9d5lLPnhygeO8yO/UcpGB3FJeP0T9kUVeQxFYei6kbaN64jKzXM+a7jzE6PkTTKWHN3I9U1Bcv6/t9o0rGYmRyj8+w5Uq4QTU0NhDwXzj/JzEgfZ/unKa6oICvkZmpkiKn5FKFIDrmRIKnoAvPzUTzhCEGvakq8E0lpMzHYw4nTnUzMRMkqKKO2tpr8TD+xuWlGRkZJ6X5KSwpx6ZKZ8VGSrjC5Yb+aguXLTDqM9HbQPyWpqCwl7DeYGFblx+3qClGJSAceaJ8rZ9PI1CBnz58iK5RHU9lqjMXc9JqmYxom0wvDnBs5gSaMdEfzxfLkwlQdn6QJjdyMQprL1/D+0a0c6zlAW/X6z3xcF0LF5WzyA8gobOQH//wPWVlXgis1wU/+5hfMuD2XLacJDcM0MXRxSYZYTTMxDQPTNACJIyXOx+JYAWj64rqGgS7Ash1sS6dl40M8sr4Ov8fE7QmjzXRyvmcWwzDTc3hpGkITCKGlJ86VEk134XaZGKbE1AX2YhOXZqaP4cJcc5rQF49Xx9B1TJeJYQpMU0tPT2TbZJS08M1vP0xehh9dd5Md0nh57Dy6YWDqBsFwMfc89CRlNV0cPXyYX+14h5VP/IAfPNp2G9VQCTRpMzncw/YTg2SX1lwMqJKzQ7z0i79jR+cC3/nhDyjSJjneNcz87DwZeYWUV5YRHznHqb55Hvzq4wSXO/m/ckuIjp3jxRffwF9YRVVJPudOHWNkdIKVTeVM9nVy/NwYeREfnUO1tFd6+OXPX2bVU79DdsiHdht9E5Tlki7gZ4fP8Iu//Rs6Z/P44R98m8zUAIfODKny4zZ1hT5UAl3o2OjYn2E+Pykl03OT7Du9naAvTEvlKtwu98XnXYPOK4YAACAASURBVIabmqJGPC4vQxO9fOe+Pybky2BseoTj3fuYnpumIFJMbUkzWcFstEuCDo38SDHr6jez4+gWMgMRyvKqLh7vtRAIdGEua0dEIfSPJgdd3Iu+GICk5+DSMb1+CgqyqQw5bHn+10zURdh9qBvKViKEhrk4eWl6rqILAc1H+7ASUfq7TvPG66/hWRiiM5nBt1evQPN28+N3TzNQlonPnkePVFJsOuntLfZuvzAnkiF13L4ABZXVhLYf5Je/fJ6ajAQfDrl5/NEafEODi8csFl+DgY6enp3+wqS4QqTfQ8PA5XJTu3ITJW/9HV09A4g8LzMLJisaCzFME03XEEIycb6LHTt20bfgpiK3gMKxCWbnojjcpJwdy0BoOoGMLMqrKjnQNQaAlA6p6DTbXnkNd9kKSuOdeFw6iYUEHn8Yr8cNJOk4cQLNTlG7up2CkPvqO1JuW+P9XST8RaxvXUFjZT65LptD5ybp7hshJHQysnOJBG06h85zaHQcX/1GVldkLfsgFOXWJ6UE6RCdHuSVl96hbOU64qdncemCxFxSlR+3sSu2mwmhI+RnaxpLJOMc6vwAt8tLfWkrYX/mJ7YpcLu8VBc1Ul3UCIBt27xz6GUyAxGqi+s50XMAkLRWrbusr5TLcFGSW8mK6g28f2QLX934ncV9XGtApaGL5a0yDeaWsa4dImEfmgB0N5W19cTMMHm5PoQlSHnzyCsqZOP995J4fzcHDk+g+7z4gz4y8vJZsy5MRtCLW8+kpXUlGSUFeIyPBZOmC7dLJzkzzkxc52v/6FnW1hSjlT+LFnqPDw+dQs8spr0pl1xPkIYWNzmF2eiAJ5BJZV0DWXYGbpeX4pqVfP93NN55ayeHxt1843d+l3UtFYx5RmhzC7JDPoSpU1FdSw4+gl43rrxCGldYFGT6cXltqprXkJ2XT3ZVOX/8x4J33v+Q0x06javXE8nJo76+AfzZ+N0mGSXVrF1vYX+4l67eWarWPcI9d7d9pkl9bzUSh1RsjsM732ZQK+axNZWMDpxHICitX4G7r4eRqQWEkyAWi6KHi2isyEU6DvITwbJyZ/CGMjFT40yMjjLig6HhIYbH5ygvqKS6tBi9u5+EDRVZC5zo1Hjs6VaE44Cu3ZCJ4JVbVTqYis1NsHPbNrTSVayp1hnoOQUISutb0bq7Vflxm7pyQLUYfDgyhYN1TRvrHu5gIT5PQ+kK8rKKrqmQsB2blB2jIFJKYaSEwfFeHGlj2UvnwPK4vNSXtjAy1c/eU9u5r+0JTONaRoyla6e0Ze4/lVuzhmdr1nz0gB5gwwMfDaeur28E6TA7OcLcQpRgXhnh7ChdqSTtG5opqa+ksllfDAnDPPG10k8ctobbG6C8tpWvffdZikIfe61GBu0PfZ32hy5dpbi6+eLv7pwS7n6g5GPr+KlquYuqlrsuWSfQupmK1o/+3rDpvo/+CDdTUv/RNjc8/q2Lv5e3tPODlvZLtlVY+PGRmG4qGldT0biaO4WdjNF9bi8v7ejg/iceZ25qgrmZGUZHx6gsKaCqaSUlc2Mc2HeApC0oyw0w0H0Ot9dHQVERPpeaWfZOk1XayKq6ac71dzA20EVydhyHAB7TS05hGZGcfAa7O9i18yxl9S0sjPRxZhhyi8vICnpVTdWXhJSSZGyOY7veYseZOZ74aoip8T5mZiYZHZugpDCb6uaVlMyq8uN2dJUaKoGOgS1MHHltAdXQxAA54XyyM/KueVJjQzeoKVzJ4HgfY9ODJK0E2aF8fO7AFY/L4/LRWLqaLfue456Vj13TfjR0dOHiCtMX3mACjz9EYUkZEzMLTMQyeOjpTaxqqcDUr96DwvAEqKhtxpeXIqi+SLcAiW1bzIxPkVtUwNRAF1PxKYaHhwn29lNfU0XYI+jtPMP4fAq318Ps4DlGhA8RnyflyaS+4PpGqSq3Huk4uPwRGprLCIeCjJ07yflpi3DIf/GGqquzi4Q/n3BymKNdAYLzPQzG3NzdUorXfTvX2SrXTmJbCcYnoxQVZzHQdYb4VB/DI4P09g5RU12Kz3RU+XGbuuq3WKB/ploqU3elO1R/hjw+mqaxqvYuRiYHiMbnCQcyyQrmXLXWSUpJyk5h6NcWYFyobdOWubnvmgmBy+OntKaF0pqWz7Sq6QlRVd9K1Q06NOVaCQzTRTgUxucPUrn5cWpT6f6Fiel+hicTtLY0khcJE58eZHAiRmZ+Cflhg4Hec8wnkxiGC12N6LojaZogNjPOUP8ApttFMp4iUlBKaX4mViLK6MgIE3EX7e0rifcfg/kkljTwG6oJ58tFwxPIYvOT3yRlpzumT/cfZXI2TEtTDZGwn9jUgCo/blNXD6iEQMfEEW4cafNpKRQKs4s40XOAwYkQfm8Qt3n5SLeluE03pXmV17Ss49jMLExxvPsADSWrr6kmTMNAF26EGk2jfE5CN8kpKOf+e0LkBtz43D4uTE5j+108/LCXSF4Bfo9JMhWgprEZbyBE0C0J+LyMTi3gD0coiagpbe5EuitA8+o1ZA2NMBdL4Q1mkJebQ0bAhZNyiOQV05ZZRklBFvHgCkTvEJYoobw6H5ehap6/LIQQCN0kGP6of7Hf1czD7jLyivLwmAZxtyo/blefWs8s0DCECyktLBJXXbY4t4KZhSnOnj/JyOQABZFivB7fMnW4lKQsi8nZcfpGzxH0ZLGyuv3ihMpXPn4DXXOjC0N1/FQ+N6EZBDMi1Gdcnu1fdweorau9+LcRzsYXXvxDSgpLAxSUyGWdN0y5xQgNfzibmnD2ZU9pLi/ZeV7Sz0iMzDxaMnKRIn2Lp86JLzd3IJu6+o/OG58qP25bnx5QCYGGjqF5cBwHh9QVl3UZbhrKVpIVymV4sp+B8T4sO8V1z2GzuAVtsf9UQ+kKSnKqCPhCV13nQjBoCBeqXl35QqiLpnIJsTi1l6ovv9O4TA+FWZUsxGcvPpbhzyHDn/v5N6rKj9uKkNcwqVF6EYklU6SceZxPSfbpOA6Wk8K2LZxlnDNJsJgcVDfRNP1TTjKBKbyYmmcxO7o6Ie9kM9FJTp/fy1xs+rq2U5HbRH5mBW7j2pqrlS9GOr/a8jaVnRk4yPBULyn76jXxmtDIDOTSUnr3su5fubkuTI68XNeGlJVkPjZD6mMj1DWh4TZ9eF3+ZdmHcmtYqvwRQohrCqgukFJiySRJZw7JrTyBrMAUHkzNt+xpEhRFURRFUT5OiM+YQ0AIgSFcuLUgGrdmoCIWa6YMzfsFpUhQFEVRFOXL5jPVUF0gpcTBImnPY2OxHH2kloNAx9S8GMKdnlxZ9VJQFEVRFOUG+8xNfh+XDqocLDuKRfJzTaK8fNLpHUzNi7Y4V58KphRFURRFuRmuK6C6wJEOtpPEkgkcUje5b9XiCEThRtfcaKrzuaIoiqIoN9myBFSQrq2S0saSSWxSOPJGB1ZiMVmniS5c6MIgPRxZBVOKoiiKotxcyxZQXSClRGJjSwtHprClhcRCLksfK4FAQxMGOiaaZqCjAilFURRFUb5Yyx5QXZAOrByktHGwcaSNg3Vx+pp0gPVpuxWL/3Q0oaNhpH8KHYG2mPBMBVKKoiiKonyxblhAdcFHm04HWA4SpJMOtpAg5Sdqr9JZhAUXRuhp6d9FunZq8aBv1OEqiqIoiqJ8Zjc8oPq4dAB1+aNLuzRoUkGU8v+zd9/BcVwJnue/acv7QsF7QxgCNKAXJVK2W6ZbPd1Su3G7czN7cxGzu+f27jZu73ZvI2Yj9jbu5uLiZjbm7vZ6pidmRtNG3Wp5ShQl0RvQgYQHCIDwtgrlTWbeH6BEiaJaVBMUSfB9IiCBhcxXmVWvsn758uV7giAIgnCvkiRJ+sK5/NbsyZBuzEnc5AFBEARBEIT7jhhKXBAEQRAE4TZ9ZS1U652RS9LXO4Tuj1BWUoTLdm+8tGY+zdjAJQ6+8z7zOS/PfvdFOmqCd3uz1pxlmRhWAdZ8uA4JSVLu2amWHmRr3RXAsPJYlslXPfODLGkf9xEVvnprVY/u3DHoTpM/HnpIuHU3qzf3xrf+OmAmF/jlP7xEqH0fzz758LVAZWGZJtl0ipV4grwBDrcHj8tOPh0nnlcJ+11kE1Gy6LiddnLJBAUU7E4nNk3BNAqkU0kSyTSSBHnDwuXx4XU7kCyDeCxGPJlG0e14vV5UCiQTafKFArKmko5Oc+zD9znTP82T39lPechJJrlCNBanYEm4vf6Pt2clnccqGOg2G6ZpXPsxMUyw2eyokkEilUGzuwj4vaiyRC6dYDm2gmEquH1enDaVVDJJLp8HFHSbHbsuk0zESWfzaHYnPq8Xm7a2ASVlLDOePEm6sLym5Wqyk5DWQJGteU3LFW6PLMufme39dk2nLrKUG6VgZta03C9S5dyFRy1DFofjr5SirO1A0GkjykTqDIn8/JqV+VVwKiEqHTvRZffd3pT7xucdf8Qn+A6yLJPo7FXOnT5JV+8IOUMhVFJJ566daDOnefmsxT//J1/n5C9+TL9Zyzcf38LAsfdJOMrYtmsHtcVecskFzhw5xMGj3YSKS4jHEgQqWvjW80+iRYd4452jzC5EsTQn7bv2U+dK8OH7XSymc1Q110NmhfMXu5lbkpmbmya2GObEyffpHpjEkBWCZU08+bX9JPoP8srJcZyKTktrI1MToywsLWN3OEiuxNHdQcrCTiYnJykoQZ578bs0h0w+ePttukenyWYtShs72LulljMnDjM6tUggXMuG+mo8eopTx88QzRq4AiXsfOQJdrZVIa/hCVEsd5XDc3/GbKZn7QoF3Eoxm32/gz9Qv6blCrfnTgSqy7Ff0R39OWljbUP5F3k28mfUubzosusrfd4HnSzLaxqoVvJTHJv/C66mTq9ZmV+FEtsmnon8bwT06ru9KfeNzzv+iHbmO8gqZBnqucjJc/2EG7fx1L5tGHN9vH7gDE5/iJm+c4yPX+HspRF6u84zOjJIz/gsBVnB6bStlmEUiMdiJHMSzVv3sG9HMyMn3uVY9wCHf/kSB8+N4i2KkJkb4J2Dxxm8cpWZuUXswQq2bN3Jns4O2pqbqattoLOjmehYNwcOXaT5ka/znWcfZuLUAQ6fH2RufpaZhQTlzR1sbKlFyidJFjSaOjppq44w1T9A0lbGYw/vwpy4yJGLw0z0HOVvX36Pgu7Ba8tw5NBBLvQNMTE1Q9py0NjeQX2Fh4mhQa7MpKjd0EyRS2J2IXpXZ34UBEEQhLUmWqjuIKuQZXElQcHuZ9PWTjZ4s8QnBuk7PoXtu52UupMc/eAwheI2GhMz9F04x0JaY3NRET6H9nE5iqoTjJTQurENW8xJpesdxq5OUOgZRXPWk81kCZY3EHZFcNlM7M4g1dV11FSVYy7m8Ht9uFYKBLwu5oaXsWxl7Nq+mRJHjtbSlxiZXSCsF3CHK6hrqKe0SMNmdxAuDdDc2kpCSjI8uER9UwsNJXkqIw6mEglms0Ms52SsfA7JEaSpKUzA62RUtVNcXEV9fTUljhyNLa3E8yqp2DJmwcKvKGBZIIbDEARBENYJEajWkmUQjy4xNTWBlXKiaxJ2mw0tF6f38iXkiMzI5Dyh2lZ8vjBb6oO8dPgsj/7gj9hgOXjt7cOoNbsJhUPoyvWwYRRyRBfmGOjvx5kYZyols6WsFKu+nCtLLhpbN+K0MuAsxm9MoVwbRf7GvKJoOm6/Hzl/mQsXe0n60gzOF6jYGkJPXkFaHYD+pl0TpY/+I61O9SNJCuHSKgKOK5RUN1Bf7CKehIoiPz2acm0ZyGfTJDMZFKeXoJqj9/x5xhN+9u9pRbvJ89wvLMsCM8/U1askChIlpWW4HTqZ+DKzs3PEklnsbh+RSISAx0Ehl2ElFiOPTijkR1MkUvEYhuLA7bAhr+X1T2HdMI088dgSM9OzpPLgDRRRUV6MTb1+ccHIp5memkP3+PF73GBkiMXiWIqOx+vFpkA2myVXAI/HiSxOZIRbYmHkc0SXFpiZnSNnKniDESpKQmTjC0zMfvLSuIw/HMHv0kklExiShsfjwa7LZDNZcgULt9uFss6PcyJQrRVFIxzxMThyntdmhrBpGlVN7bQ21LNjU4Gzl44xaiqESxv41iMP4bY52LRzO0fHNTpba6mxB7gwMEVRawPFId8N1/YtktE5zh/7gHQiSfXOJ3hkcwtK1Q9IvX2EiyePoruDtG8rweHyEi4K4fU4VseaV3U8/iCRrIHD6SbYsoWn9i9x/t1f0SUrFHc+yf6tTST6r1KcVHDYNJBV/IEQ4EFXFewuD+FIEW67jqLKBIpKMYJeqjta+N4zSS4PdTM7olNR346i2wmHwkh+L5oio6p27JrCytxVRpMZtEgdndta0NfD58oyic2M8tqxyzz23LepC1icPt5FwlAI+F3EhgYZdIdpbW3EiE5yeXgWv8eOvbiBLTUuDvzqADV7vkZbVQhdFncRCp9mWQbzEyNcuHCJxYKNiEdl8PJFRlv38OjmOmQJLDPP4NkjvPbOaep2PcXezTVMDfUztxQjLzsoLi2nPKQxOjREwVfHns11d3u3hPuEZeQZH7zMhYv9mO4gXs2g9+JFprbsZYMvy+zs7OpyZo7+7l5qOx/CbcTJ5vMks1BWUUlZkZOJ0THiSoi929vW/b3SIlCtEcUZ5vnv/R7xRArz2l3XDrePgN+H3FBN46Yo2QJ4fAGCAS+KLFG+8RH+WUkn4eIidDnE937399Gdbjxu+6daiWRVJ1xeyyNPPUvAruANhgn7XODbxLdfLGc5lkDS7QQCQeyKQbC8Gd3hxCaD5S1i2yNP0JaHkNuG6i5j39efp61ziawlEwgVEfC6yLofJ9IKPp8HVZPYu/8JCij4vB7Mlg6ClY04/AEcqsXDz/82eZsPm9fJo8/9Fu2Ly+QMCY8/gM9tx+8PgaLjc9vQZJ0Nm3ZQXNlIIp1Dc7opCoVQ18OZiqJTWV1O+sAx0tk8sdkpxuZSNLa3s6W5kvHLZ+i7Os/wmBNfYZF4XqJYStM3eAVXNMF41s3uoAtFFl0ZhZswC8SiK+SwsXFLJyV6hsupBbrODrB3cy02y2J26DzHL08jm1myuTzZTILp6UUsXcXIpZkcGSC55GByJsnOliLRaVa4dZaF7vJS1dRCpLwKNbPI2eUP6BubY8eT7WzxFgOQnBvk8iUXAY+N+cERVH8QI5tgbmqU5QWN6FKC5h2taA9A5ROBao3Iqk5JWSUlN/2rA5c38JlHdaePyirfx/8uKS29abn+UIS6Oi/V1dVE3J+8UKYRjJQSjNzwbJ+8WUiz4Q8V4b9eIi5vEJf302NRqd4QLu/1fwdD4U+U4cXhuf7HYHH5x787vUGqbijLbnd8+t9ODyVOz2f27X622oIo4XA6UdXV8y5vpJJi1wjTVwYwU3MsTE5jOUI0NNRiz3qJZ6+QMOw0RRQ+PD3BY9/9IWGvY03vdhTWEVmntqWDyiYTTddJLE6Sy2ZxeN3IpklyeYw33jlD40OPsiwlMDQZ2e6ntbWWK+NTZGUbZmqF+blFqjbupLrII6bxEm6dolNSUYM/EGNqfJjzF/uYi8rs3lmLbnNgszmwrDx9h/sJ1jVTUV5FpVdleHQSPH6UQoJYNE2gupUNlaEH4lKzCFT3ON0dZscjX2ebaaFq4u26d1mYhkGhkCeeWUFVDKIrcWyqDxQ7JdVNRMrrWFmc5cTBtwlv3EWpPU80msDnc6Gu8S3cwv1PkiQ03YZmWWQSS1wZ6KF3Fp5+cSNGeom3fv4KrqZ9dDRW0tWjsoKEJOtUNrRSXtdMdHaE02ejmM4I9SUuotEYXq8XXX0AmgqE2yZJEoqioKoaqqphs+kocpZsrvDxMtnlq5wZjLLj6YcJ+DzYQxuIVDaSWp7k+InzoHpoqAoTj8Zweb3Y13j8wXuN+Ia+x0mSjCoOgPcBiyuXu4hqYXbt2UF7bYS54fMcOz/Ihd5RaiLtGLkkk1d6GYg6eKh6kTffm0JPz1O25TG2NpXjst/P3fSFtWZZFpZpsLI4zcWzXfRNJtj/3Deo8euMXzzGoTMj1GQ0/m7oBGM9F8i55tEddnZv2YBbTjHQP0IsmcYT9vLB2wdw+1zgq+XrD7ejivAufAEjn2Z+boFUDkrrN1JcWkZv11He/6CLrY3PomNw6fhhlLJmqoqDODR59UYoI8tgTx+JbAHFbnH+8Ltg9yDZwzz1+E4cyvqteyJQCcLtkCRUVUGWZXyhIpicZn5mmmmnwczMPJk8lPrcYORYmJnkUt8U2/btIz96EnfpJiLLCeYXV8gXSuC+vu9RWHOWwfzEIEc+OMzgXI7tDz2Ey4wzPV+gqGkX/+J/bF2dJMfK8WEiSr6sg/qqUly6xFR/P/OJAkXlVbjVHClvkLKIg0tXFyhYoK7f7zRhrZgFJq/0caF/gtqOToq0DGPTiwRLO1CwyCemOdGzyPZvPo7P40SSJCzLZH58kPHlHP7iMuySwZxhUhbxcWV0kXTexLHGA/LeS0SgEoTbIGlutmzZSmnQS2lgO3ulbvqGBzk0cgnN4aW+dTNtzVWY+TQmMpUbd7B9QwWpoEn01EVm5SCbWypxOfS7vSvCvcYyyBUsXIEiGj0ymeVpBmPzuAMRQpvbqfZf67to5UnsfohCsIqSsA+VAhmc1NY3UVVTQWZpmkSsj6nlPNu2d6CL1inhFii6m7bN23B7ffQO9DFjKESqt7B/czsKFsl4koate9lQEb4+jIdVIJGBusYmyiorIT6Hme1nbinJhi0dePX1fbVFsizrq50JVBDugKnUeV6b/Bd3bOqZnYE/vqXlLcvCKOQxTAtZVlBU5SadMS0sC0zTBCRkWRL9p74kWZax2+1rWubbU//6Lk498+gdm3pm9dKhiQXIsiLG073GZrOt6fQzM+lLvDX1r9bf1DOWtVqHAEmWv9QUytZH61rWmk/1czfd7PgjSZIkWqiEdUGWdFxqER715vdZ/qZcSgSbfOt3KEqShKrpX9D0uzro6VrPRfegkKQ7E0DtihePWowq2da87F9Hkx3I0p07c5ckCUnUtU+5E/VHRsOphtb8GHSnudQwivxrjlgfDeb8G5R9pz6rd9Ov2yfRQiWsC6nCEldTZ8gY0TUtV5XsBLV6imwb1rRc4fZ8dAfSWppMnWM5N4Zh5da03C9SYd+OWy1FEee3X6mP6s9afeGnC8tMpM6RMhbWpLyvikMOUO7Yjk123+1NuW/c7PgjSZIkApUgCIIgCMJtkCTpDrYzC4IgCIIgPCBEoBIEQRAEQbhNIlAJgiAIgiDcJhGoBEEQBEEQbpMIVIIgCIIgCLdJBCpBEARBEITbJAKVIAiCIAjCbRKBShAEQRAE4TaJQHVHWBRyGVLJJJlsnvUycupH89TFV1bI5I27vTmCIAiCcM8Qcx3chFnIsRJPYEkqLrcbXZHIZzMkkykUhwePU7/JWhaplShZS8HptDM/colLo4sEqlrY1lrF7U6SkU3GmBwfZyZpZ3tnI9q12RJy6TiLSzEKhomFhN3pxuNxY9fVW5xSwSKbjNJ3qZsrk/PY/KW0tTZTFgmgyjesbxZYnhvn4DtHaHzkObbWhm55+00jTyaVIpWDQNCLss7mdxIEQRAebCJQ3UR2ZZYP336HyaSN3fseo72+iIXJEc4cPo136+Ps66i8yVoF+k6+y0g+xJYtm/A4XPh9BdwO/TeaVPJGmWSU/otn6JoOsqmzEe3a4wvD5/jRS+9g2hzomoqi2anf2Mn2re2Uh723MLO8Qf/JA7x+ahx/MEhE9ZDJ5jBv1qwmSaianWA4jMv25apONhGl71wXF0YtXvidr+MRNU8QBEFYR8TX2k0UcknGhy9z8Mw4yzkZr/9rEI8yPjhIqGYHmcQyvedOcrTrEpKngn2PPYI8380rr71O/7LGYjzH1ioHsXQeJV8gn44zPtTD6TPnWcrrtHfuYfvGWpJXuzlwZASfz2R8epnK5k52bmnBJafpudDFxd4RcBWzZds2KjwFsukU8aTzU5cQU9EZRsaiPPODJ2isCjPde5JTp06hShYTPomrY+PImhufv4SWpjC9Z07Sc2WOSP1G9j+8i8SVo/zNS79gMKax62vfpLKwzJWRITSbTkhNc+n8WS71T+CMVLFtRydhLcfS4grFeRPTyDJw9hhHznSTdxSze/duqoMS3Re6WYolSKXS5CQXG5obUGOj/OylXzAUc6KFQrzw3A7sopFKEARBWCdEoPockt1DUZGL6PQIHx7uYmuFDQAzn2V+fID3j1yktKWF6MBp/v6lLN94rJaiUIBF3UNROEg+PsbA6AJlahBnbJC33/4Aw19Juc/kwE9+TDT3u7QWhnjz9QM89NzX8KgpPnj7LZxOHX9ujt7BSWSHm8TsFQ6+scyeh7d+7raqNhcV1bU0NZVhWxnmxPlJVpYXiE3NcPbyFVq2PkxESnL8wHFOjaTZtqmWiXPv8pdjMX7wZDVhr4tEsIbWxmqkkWMMLOVwe10MjHbT1TtBUXk58ZkBXv7FJI/taefc2Qv42x/Cu3iCv/75KTZ2bkSaGeK119Ps21ZO18njLOTsNNZXMD/Zz+TcPLs3N1JWWsK8pVFZHr7tS6A3Wh5d4fyP+1i5mljjktcfWZMJbfDR+cetd3tTfmOyLKNp2hcv+CV0vzTAxMlZcon8mpZ7r9v0jzcQ2RhAsa31p/LepmkakiTdYteILxYdj9P99wMsDcXWpLyvkrfKzcYfNuCtcN3tTbkvfN7xRwSqzyGpNpo27aQ86GGiv4uji2UYFsiqhi8SpqnGz6H332J+Zoq0DrYX9lFbXkIqX0pNdTna9AT5fJ5UfImrC5OsyB6+950XKJGjaIm/4u33z1G/y8TuruKR/fsJ5kfoGf45C7EVquorCU2Pc+JsF8PDs/jKNrCho/lztzU63ctf/Id/i8tlI5/NUdG2h8amGq5cXiBcUc+uh7ajz/ZxanCWSfwd4QAAIABJREFULU/+gG/urOZqhZ3/5S/eJP3N/5na0hCGr5WNDdWMT54kn8oTnZtk9mqMYOlGfuuFJ5DSMeYWljAyK+SyGbLZFF2H3+DMpSnmFqewMlGW8wFqS/eSkWw0tm3iyYe3cPb9dzg9uITsCtO8oYHpgklba/WaV7zUQob+V0eZvbCwxiWvP4pdoXpfKZv/aMPd3pTfmGVZax6oJk/P0f0Pg6QXMmta7r2u4pEI/gY3+gP2baCqt9rP9Nakl7IMvjXO1aPTa1bmV6V4c4iap8pwldrv9qbcFz7v+POAfYS+HNXhp6NzE7bcIj9//TX8/hJ8qRjdR47x41cu8dt//EPMkWO8fjyLJMlIsoQsyciSdL3flLV6gU5WVOw2HdXSUFWJQsG89riGpmloloqERSET49DrpxifT9PU+Sj1FWOMz2Q+KuamXP4yHn3uOeoriwmFiygpjuCw4oz3SMiKgqaqSEhgydhsdlRVRdNULNOAa2dokiwjy/LH222ZFpYFsqyi6TYcWgBN05if+KgFyMIwDCrb9/D9r+3E77Kj2Bx45RjzE1c/fg5ZlrCsj8qSkKRrz3MHLvdZhoVprJd7Ku8cqSBep5uxTAvrAXxtft2xRfgyrPv2GGQalqgIa0AEqpuRJBRFRVFkvJFqduzey8SVKxwZSCDLMrKq4fK6IJdkenaevOTCQsLhdrPSN8Hw6DjFhRyKouDwBCjXJWzdQ7z8059R4zM515/kqee3YLMuoKnK6lmSJKNqKooso9ps2BwmRi5FbCVKorDaFC8rCqoi37CpCk5PiOa2DjoaK7Cpq0mlkEysLq+CJGuESkupqfdz7M2XURY2MHbxFNVbnqAi6GJU01AVBYnV4KcqCr7iMqT4HGcHzvHyT2PI2Thxy8XuzfWoqoamO2l55Ane/dH7jE5WU+w0SCphWis0tGv7ARKKoqCqCqqmIukKqdgVLl4cZs+WenRFdKK616yGXxPL4tOXQywLC256Rr+WZ/nCvWD1BGi1Llz/kr3x8phprp4UStdOxCRJ+szywv3tozqw+r5K106Kr7/Pog58mghUN6HZvTS1tFGwhXDZdHy1zTz7wg+JnBukrraSlqIqXkhZnDt3iaam7TwUMfA4HJTtfJT5zFEy8RhWqIiWDWGCZaU0lTeh2R0cO3GakTkb+1/8PfZsaiA+tsLOXV68Dg2bFmTz5q2U1zZQ3tHAxTOnGJ5dwVNWzc7mAKGQH5dzA7mg+1NvmidSzY5dEPI5+eQoB5Jqp6qmAUcKvA6dgLuafc98C+eRI1y81EdJ8yO88NjDBBwqVS1b0OwVuBw2iqs30FKkU15eQ0d1BLf3FOd7xnAX1/Lo3p0U23J07thGRdhLfenT/FPZy4cnzjGg+Onc1UZRxEFzSxuuojLsNjtl1XVs0iOUlZZi93eycynN6NAY2zbXc7PBJ4S7x7JMUvEoi0tR0pk8usNFIBjEqUM8ukw8Y+ALFuGxSaysxMlbEh6vD7umkEnGMRUdu832mdAv3H/S8WUWFpdIZgqrX6KyisvjIxIJIpsGK8sLzC0sU7BkvIEwRSE/qmSSTCbI5S3sTicOu46Ry5IrGNgcLnRV1Iv7iWWZZFIJlpeWWEmkkVUdbzBMUcCDZBpElxZYiq5QsCQcLi+hUACHrpBOJslkc6g2By6nA8w82WwORXfi+JJ3h99vJMsS7XzC/W/yzBy/+ieHmBF9qL6QYlOo3l/Kiz978hOPWmRis5w8fobZlQy6rpDJGoQr6mhrKGX04glOd4+xYe8zbPTHOXSyH5dNxl2zme0NPk4dPo6rqo22phr8Ltsd3wdZlrHb17a/x5v/1WEu/u0AqcUHqw/VN360j4avV6K7P+oTYjJy/giHT3cTNRwU+52oupPSyno2dzSQmR/l9dfepeD0Y5fzLK5Y7HniCULmIr2DV4nGU0SqGqirihCdGmUubrF55w6KvfdW/xybzXat+8HatKJMn5/njX92mPH7tA/V03/+EMUd18cWzKei9Fw8T3f/GLrbjZlJkTCcPPXsk7hSE/z8l4fwlJbhVA1mZpZp2raXxiKVwYEh5haiuMPl1NZVo6UXGRybo2HrLppK/XdxL9fOzY4/kiRJ6zsuCoJwy+bGBphaMamobqAi4mZxfhE0HZvLT1VNHROjEyRTaRLmPEklQHtxjq6rU3hW+phKqewJB3DZRbvjelDIF3B4QhSVNdJU5kPR7ASCIZRCmqmRXsazIf7k97+DW87yzj/8Fb3DV6mWFsgpLnwug0x8kZ7uOYxsDn9NK0H3nQ/ZwtoyDAObO0Tr1nIa6yLMDPfx3sFTzCwlCEVHGYna+Ke/8yRhJ3z48t8yPTOP34B4VsLr8WAVUgz29mC3shQcZZSFPHd7l+44EagEQQAslufnicZWYFIiHVVJpQsEiiuw4OMzeUW3U1zbQlthkqwMjaE0F/uW2PTwo5RHAqiiX9y6IMsSyfgy0atj6FkXqXQWzR1hc2s1SwtzeCs78Dk0QKW6KszARJRNm+rwFnIkUg7MXIKpuSSeokram6vRbpx1Qbjn2dxBmlp9rCzOMdB1mv6xCZSiKiqLvOi2Kkr1Ho4fPYpfLzAwV6CpJkBpTRi7a45oLIll5pmdXSChedi+pRWXvv6H5RCBaj2xLHKZFCsrcbIFE4fLg8fjQsEkk06Rzhl4fX603/BLzzRyRBdmuDgwTtuWHRS5v0xrhEU6EWX8Sj/LWjk7myvXZAR5Ye1YVp6cKREqrqClKsR43wXGRgexBSNUXTtSyIqGt6iCbZ4Q6dQKR956i0BFLbqR5OrYGKFIMX6PC030o7qPSQRLq2nf7ER2BikPu5gY6uNC92V84SCmZSF9IiBJrHZEdoVLKQ84SCeWudB1DlnV8fsczE2Mk/T4KI6ERL24r1hgrX7m7U4XHpebXDJPPJnBkVjB1Ozomoqqgk2XSGUySDYvDU0BMukkQ5e6MU0LbyhIamGK0aSL4pISnOs4WIlAtW5YRGeGOHToCIOjU+QMC7s3Qse2HXS2lDHWe46zA4s898KLlHh+s/F7zEKO+alhXnv7PUINm79koIJ0fJHuU+8z4N7NzuabTd8j3E2+QJBAIEdxpJiy8mJyC2NMLiZJprPwidZ6WZLRNJWRvi4mjSAblDhT8zZsmRFmllI0N9VTEhQDBN63LAvDsHA4PfgixRQF7SQXfKhWngIKwWCYld5J0gUTu5RnanqZYKAch82GrmuMjY+wlDaQZYnU8gyJqA3ZGCW7ZRf1Re67vXfCLbFILk0zcnUW0x6mdVMngaCfD985SO/oLJGFy2SCTTyyZzdOm0xIinN4cpqlumoivjDJiUGmFmIUJA05s8zwWAInGRYzKtuaiu/2zt0xIlCtGwaDZw9zdmSR1k27aKvw0H+5j4n+S6QWBjn7wQF6p/NYrjDfenIbE5dOfWLqnP00lLq5+OER5jN5YtElkgWVpvYtbG2rI78yy4Uzp+m7Mo2pGCzGEhQMk3R0huOH36d7aIZQVQt79mzDayxx/twgC9FlXCVlVFdXoyen6Trbw2IyTWJphmTdgzUS9f1Bori2hcj4SXrPHuNqv43o/AKar5S6shDEkx8vaZoF4nOjvHd6jB3PfAt96iwz0RXk+CIOe4T8tVuphfuXqsLUaD9d57sJ+ZysxGIQqqKpqhjF10z4/Fv85Ke/wKNkGJsy2fP1CrwuOytzo/RemccdqSCg55idnmGloKJZJvn7cHymB5mqaSSXZukZucj4cIRCMsay4aKlLIjbXk2ht58z570E7BY9/dP4yjfhdtnJJRbo7R+joHloqvSzNHOVxRWLnJxBzRXu9m7dUSJQrRsS3kAIY6Wf0eErlBVvZ8ejT+FxaMRmrzA/UslsNkZFaZjl8T7e/eA8dVu2sNRzhB//OMkf/f6j9HQdpzsq09reSGZuiKMfxMhlVyhM9vDhuXHatrSRmOwlmcxjGjn6Tx3k5FCCtoZqLh5+i5W8ydYSkxNHDpPzlLCvcQNLI92c7zpP1ltBddDJeP8Ktrq7/VoJnyXh8Jex99H9zM7OEktkqG1oIVJcTMDnIu+sZOejTyH7I4CM6vCx7+nnaKwtgbK96COjxPMllFdWEfE77/bOCLdDkvAVVbFjl5vZuXniqTy1jW0UlxQT8Dqx3A28+IPvMjE1S9ZS2bq7lJLiIHZNIWnzsHnHDtxeP07VIBwKMb+cwhsupjok6sX9Q8LmDrFp+y5KK2eZX44hlVWy7eEySiN+KH2I33WXMHp1loW0RNOOx6itqSLoc2FmLOrbNqHZ3QS9NpaL/PimF9E9AWprI3d7x+4oEajWDZn6zif5A08JJ44e4dW/+38wnCXs3f8EezvKqK+rYWxlmg3NGwhLS7TWBzn0zq+uTZ0jkcxkyRcU6pra2btvN9GLBQ71zNE3NIAjFcPfuIPnntnN+CUX58bfQZY1Kpu3Uj70GofevcjV4WFqizfT7PNgcxbR1L6NrS3VnDjYT0zy8vTXn6NKXyS3NEr/3X6phJuSZBmXL0StN7A6aLIkIUsSSKC4fJTXeldH1gdcgWJa/az+XQuwYaNvtfO6dGdGwRe+ShKyouINRvAEwp+qC5IElqITKK7AV1S2uvRHMyxI4PIX4fRdH9Cxqs5N5Y2DxAr3BUmWcbj9VNX7qLRMQLr+XtucVDW2UVHXcu2mFQX5Wr86xemlwuH5+FgRKa+hqKyajwYGXc9EoFonrEKGy2fOkLYHefK7f8g3jWXe/PkvuXT8GAHfo0jyamfQTCrKxXNv8uNfXea3//MfUhg6yhsnc2ABSKiqhqppKIqMhYlhmiBLSNdGUl9dyiKfXebVv/4/OW028s3nv0Pfey8Tc2iAhSwpq+UoyuoHUJFXBwe8g/svyRKqQ0V3re38buuRYpPR7Df76K9+YUrSTTqNSjeOeizxyXsbFOX+72iq2BQ0l4qeebDqkKLeJARf+zK8WV34aNmbvufXQtf1f97/9eJWrR6DlPvyGKQ5VWT5xhsGPjoeSMBnbyaQJAVZvvn7+8ljxYMUpEWgWickWSa1MMLb5w5TUlNPVUjj6kIcm6cUv9dNelkjE1+mp3eQgKXg8jghl2R2foGC5MICFEVFUlbPQGRZQVFUgkWlhFMmw+eO8+qbCTIzgyRzMpIko2kOXLKNbCLKYiyNWWSAJKOoCrIiIesuqkqK6Ls8wME3XqU2JNE/uojaufZ3+oSa/HzjP+4jn1rf1+jXgiRJ2LwaNtv9OzbQnThIb//jjbS90IBZeLD6gAXqvdh9OtIDNuTFZwPE7QnW+/j6/76XXPz+6yOqOVX8tR60dT6S+Vr5vOOPGCl9HcmlVxjpu8S5i5eZi2WJVDawZctm6sqDRGfGOHnyFFHLx749mxg4/SEXx1eory1jZcXgoX07mb50CSlYQVNzDenJXvqnVwhVNVHtNrhw5jQDE0sES8spmAZ79z+BJzvFgTfeZdHyEvGaWL5amksczE3HCVXU0NJSBdk4I33ddJ3tJS07KS12QVEzz2zfIIZNEARBENYFSZIkEagEQRAEQRBugyRJkhhlTRAEQRAE4TaJQCUIgiAIgnCbRKASBEEQBEG4TSJQCYIgCIIg3CYRqARBEARBEG6TCFSCIAiCIAi3SQQqQRAEQRCE2yQClSAIgiAIwm0SgUoQBEEQBOE2iUAlCIIgCIJwmz4zE2I+nycej5PL5e7G9giCIAiCINwXfD7fxxPNfyZQ5XI5JiYmWFpa+so3TBAEQRAE4X7R2tqKrusAfGZy5Hw+TzQaJZvN3pWNEwRBEARBuB8Eg0HsdjuKokifCVSCIAiCIAjCrZMkSRKd0gVBEARBEG6TCFSCIAiCIAi3SQQqQRAEQRCE2yQClSAIgiAIwm0SgUoQBEEQBOE2fWYcqjvp+g2F1rWfzyNd+wFJku7wVgmCIAiCINyeOxuoLOtabDLBMsAysEwDrAJY5urjnwlWMkgySAqSpGJJCkjK6mNIImAJgiAIgnDPuSOByrKs1QBl5rDMHJhZMHNg5T8OVp/fSvVR65S8GqZkFWT92o9t9f+Synoe8SGfWWFs5ArLaSitqqE87EPCIpOKMT48yExGoaO9Hb9Du9ubKgiCIAgCaxyoLMsEq4BlZMBIg5lZDVMfB6hbKuXaz2pZGFkwkoACsoYl20BxrP7INtZjq1UuPs+xd3/FyaEEDz/zbb75+Hbscp7Z8QF++jc/oj8f5r//lxvwO1TymRTRWBxLteH1uLFpKpZRIJGIk84W0O1O3G4H5PMkkykkTSWfSWNpDoI+D7J0/bKqaRqk4iuksnk0mwOXy4mmyBj5HMlEgkzewOH24nbakACzkGVpOYqJhtfnxaYr5FIJMnkTw7TQNB27XaeQTZFIZlB0B16vG01Zv2FYEARBeDCtTaCyLCwzj2UkV8OPkVltjbrlEHUrDDCN1ZBWSHwcrCTNu/r7OgpWppEnmysQm51kbHCAqx3NVDrTjA1epn8mRdadIJc3SMemeee1txiZXSJrKjRt3sPO9hrmhrvputDDfCyNN1TOpm2dlNoyfPDWQWJ2D3ImzkrezrMvfp/26iCqIoFZYOTiCY6dvsjschzdHWHz9h201gQZ6znP8TOXSRsSvqIK9j7xGLVeg/dff43LE0uYpkxJYzuP7t3KYs8xTveOkzDttLQ0E/ZqjFy+wNjcCg5XkJbO3TyyvQVdWR/v1XUWpmlimr++zkuShCwrfLKqWpZJIZclnclimBayqmG32dE15eZ12rKwLItCPksqncGwQNNtOOw2FFleN58D4de41h/VME2+aLKL1Ton81Ed/fWLry4rSRKiGgmfZ7XOWeSzmdXjlgWqqmO329HUB/cYdNuByrLM1YCTXwEzvdqqtKZB6mYMMFNgZrCMFKheJNWDJWvr5o2U7R4qysNIRoKegRFspRLDwxNUNLcyvzCHaeToOfI6b5wcoXNrC/rCKMffP0rYa8MhafhDESRlkatXBzhjQWdjMWMj43i2Pcb2three/lnvHuuk5aK7SiKDEaa7hMnGVuSqatvQJegkE0y0jPFhdMXIVTPzmovY1eGOdM9BL4ZfvXBIE+/+BxBc5E3Dx7FH/RjjQxxdTZFXcdOSrwS3WdP0ze2TG1DOYn5GQ4efI8NLfVU+mx3+yVeYxbjl09w5Mwl5paTN11Cs3upadrGU49v5qO9L2Ti9Jw7ycmui0zOLZEtGKi6k5LKejq3baOtqQa3Q+ejWm1ZJtlUjL5zpzh88hzzSyvkTQuby09j2xZ27dhCZXEIXRWtgOuBWcgwfXWUS909LKdyKJqdSNkGdu9qRifL6ddfoWt0hmzBuOn6usPPho2b2bNrE6QW6T75AccuXf3c5/MVNfHQw9tpqC7+au9YEtackU8zOTrM5Z5+Yuk8qu6itHID27c1oX/e16RlsjwzRk9vP5NzUUxJpai0io0d7RT7HauLWCbZZJRLZ45z/Gw380tx8oaJZndTUbuBHTu301hTjtOmsj6+jW/db/yZWe0nVcDKLUFh5SsKUjcyV0NcLrcarPTAaquVpHzF27H2LCTKa+twuR1cuXAcliNMJVR2bG3krXemMYwMVy6cZXxyBV3JoZpZ8rpFOrXCwtQwF7v7iCYSLMfT1Hoi5ArF2B0+Gps30rHBwcChlzkzu4jx0emqYmfjtq3MHDnHcO8lbL5ifKXlJJZjJFIKHY9v56GNpWzt3MZKMkPv+4eJBxrYvXM7QWWF84eOMz01hzuVw1dUyoaWZoLmONMTw/QOLZHOxjANAz3oJJHJwzoMVDNXLvHOm6/SP75w0yUc3hJ2PeHnscc3o1sWlpHm/V/8iB/9/ADj04tkcwVMy0KSZDSbkyPHz/L8d77Ds49tx2NTsSyTdHyRk2//jD//618ytRAlbxhYFkiyguPQIc4+/i1++8Vv0FFfhio/aIez9cUyDWau9PLqz/6BVw6eJJU30Z0BNu/9Pp27mtHJ03vsPX5xvIdENn/TMpz+Cp60XGzdtgmSMXq63ucnr3R97nOWNT1OVVMjddXFd2q3hK+AZRaYHLzIL376D7z54TnSBROHp5gdj/6Azdua0G++1upVj1d/yitvfcDEYgIkB+07HydQ2UCx34FlmaRW5nj3pz/iP/38XRaiCfKFj45BMja7m2OnH+Z733+BR7a34tLv/+/iL+M3ClSWZYGRwcrNg5Fi9W69u8kAIwHZHJYWBNWzGqru89Yquz9CdbGX+YEDfDA1R2NbJ2XuAvmciSRp+EIBQpU1/M4ffpsyr0oyKyHHx3jlw0lKm7bzjY2lnDt+jIXCanmyJKOqyrVLABLmJ9r+zVyalbzKpj37cClZjh48TPe5S5T57UjkWI6tkEl7mBobZtl04fH4MJZmWUnncBAjmjOpcjnR4iqyJSPLEjbdjj9QQsfWNl787tfwqSaprERV0HGXXtE7yzTyZLMZMtk8vmCIUMD/qZYiuytMJOhBwsIyC8wPnebvfvIaA+PzGJJOpKQcn0snsbzAwlKM/gvHecfnp7yqkr1tFViFLDOjvfz0Z79iZGoeZ1E9Lzz3FBFbmg/fPUDvlWmOv3eAxoZ6KkrCRDzrLbQ+QCyLlfkxDh98i9ffOcz00mqrpy2vkEzlrp26ygRLK6hvyJHKFT5etZBNMT87y1IsgWaYSLKGIkPBsijkc2QyGSTVRnlFBS6b+qlW/aLSMC67/sC1LKwrlkVsZoRDb7/J24dOMBNNAZCznKQyuc9t9jBzSU68+zpvHviA/tEpCqYFUp5kMo1hrN6RX8gmGb98gr/9yRuMz8WRVQdlFZW47TLLczMsxaJ0nzqEP1JMSUmEzfXFD1Rd+tKByrLM1dagzAxYuTuxTb8ha7UDfHYWy8qDFkCS7u+74CTZRlVtLbND5VwdStG5rQ1t/hyYoGp29jz7Q473/zn/13/4d2iKSvmmh3n+kTZKwnaOHHmDM0cVUlmD6pYOcoVfH3plRSU62c+bH3SxsJIC3ceex9rZ2llDH8v86j/9r7z+Vza8RRU8/7v/iG3bH2PHkf+Df/vf/XMkwyTcvIvn2xuYS/UwGQOQCFc2saXjKuOvvMm//zfH8PhCNGx6hD+oKmd9RqprbH72Pf97/O6Lz1Edcn7qT5IkowKFfIauQ2/SO7lE3pDY+vT3+ZM/eJHWqhBj59/nR//f3/DeqR5Genvo6upha3M5cmqF0Z7zXBqcQdH8fOs/+6/5L57fhlOX2LmxgfdOXmJxxaDI68TIFwARqO5XudQixw++xS9fPcDkShbdbsfIZT6xhASSi+f/+f/E859c0TIYOPkW//f/+2MOdQ1TUl1H26Y2vLrM0serKthCtfyXf/pn7KkLoH7qJhEJRVHEiM/3sVxynvfffJVX3z7EbCKPbrdh5LK/dh3LKtB38h1++os3uTQ6i6xp6KbBJ3I6WJCORzl75BADc3FAYde3/pD/9g+/TUXQTt/R1/jzv/wbuvrHuXzuPJe3bKW5JoJj3fWX/Xy3HKhWO6GZWIUUZOduGqZWLwOamJkY+dgohcQkViG9ltv7KYorgqNiL5L8yd0wIb+8msI1P0j3X78qZ7CK5779PVDtBPweir7/j9mXKRAOB8mXefkfyjZTWuTCbWvjX/6bP2V8coq87KSsrBivy0FrfR17v7ZA3lLQdBVJlnHZHWxsbsYZLsbhkPj6P/pveEgNYtNWm2Qlzcn+b/0uG3c9yUIsgcMTIFIUxmVXqamoYNsjTxNNFggWlxIJeZGBP/nX/44ro+MUJCflFaV4XDaqvd+hpSDj8QVQbTY69z9DY8dOZuejKA4PpeUluG3rvXeGRTq+yMXThzkxP0UsbRIsraS1vZ0NNeWomBRycS6fH6ZgmKCH2LVrJ1UlYew2OzUbNtLU3EBXzxCxxCKzs+PEUnkc6SSTk6OsWDJ2b4T2pjLmrw4xO79I3gry+De+R2lxER6nHfk3vNyXSydYXFgka6n4g0F8bscDdYZ511kWRj7FuSPv8uqbBxiaz9HYuoWGygCnD71L7NevTC4xz6kTp+kbvoriKaKlrYNNzVXcWB0s02B55goHLr3L5OwSssNLXfNG2lsaKQp4kbHgS7/zJonlRRajCVSHh2DQj0Nf75/1e4hlUcglOfXeG7z2ziHGlg1aN2+nLKjTdfhDbt6zEyzLYG6oi7996WW6hycoqttMW7mdmdEBukcTn1ounYgy0DMGSKAX8ej+hykJeNB1laaOThrq36d/fIp4dIbZ+WkSmQIO15dr2LAKeZaXF4kl0jjcPkIBP9p90if0lmr7Z8PUzdOuZRrkFnvIz3cjKXZUXwWy7lz7S2+WiZGKkpk4gL1s5w2BitVhGnLR1eu6uh+L+ytUKbqTkrLrLRu2oA3/R7/rYRr94Y//ZvcGafIGP7W+wxOgxhP4bMHh0Me/Flc1cmMvCUW1UVxRTXHFpx+3Ob2U13gpv2F53eljQ2v7px7zFZXhu6HMQKSMQKTsJnu6TmVjHH3jp5x4C3K5HIZhYEkaZfUdfPsHv8eLX9uOlEkyHkus9plyuwiGvOjaaj3WbC48bi92XWchmSWWiBNP59DyWRLRZZDAtBIcffkv+cuzXUzNLZAzZPxF5ex+9Bl+65tfY2NDBXbtE/0XLAvDKJDJZDAsCZuukc9myBsWms2G3WZDxmS6/wx/9VcvMZwN8o0XvsPTD23EoWtY19bNFwxkRcXucKCr18L4ffTZurdZmIUsg2c/5JVXXuf8wAyVLTt4+htPEspeoevQF6xtGVy5dIYzFy4zG8tRtbmNLZ1bKfXZb1jQILc0xn/8039FOpXCNA3y+QKqK8Tep36LH373G3Q0VKCr0ifKNink82QyWSRFRVMkMpkMFgo2hwObpmIaKc6881Ne+tVRgm2P8O1vP0d7bTGaKlHI5chksxgmqJqOw2G/oWVMuD0WRiFD36mDvPzLN+m5skjxg3lLAAAgAElEQVRt+16efm4/6sJlzh3+nLUsk9j0MH/3o7/mxMUhZH8tz3zreaqkad6aHr5hYYNcJslUPAWShOzzEA55Vm9qAnSHB4/bg6ZqxLIpovE4yWyBoo8DlYVlWuRzGdLZAprNhmSu3tEuySp2hx1NkcmszPDmz/+et45dpm33U3z/O9+gPOhCkSxy2SyZXA4LCd3mwGHTkaR75xh0i6cP1urYUvmlzw1TAEZyhvx8N6q/DltkE7Lm/Nxlb4dlGsj6PNnpD5E+9yyqAIUVLElG0vwgiTMl4c6SVQ273YHDnsLm9FJVU0tZkYfo7CT9AwNMDnfz6i9epqWtkXaP9fENAZIsocjXa7Iky2iKiipLWJaJkTcoGKuzDOQyeTANckvTHDyUpqyinJZwMQszk8wuXOXtX/4E1enG63uGxjL/9U+HZbAyP8nRQx9wNQUNNSWMD/SxlCwQrmhgx47tlHkKnOvqondomOnsNIcP+fE7JDoaK5i70su5i70sJjLodg8NG7ewu7Mdj118rtbKaif0S7z66uuc7B7GUdzA/sef4rFd7fQfHfuitcklFjh57CRDY9NIzhBt7R10NFejyRJgIUkSmmbD4XAgyQqau4itOxuxWSn6L3UzPrPIkXffoKK6kpJImIrg9eO3kUszOdzDB0e7wBmhxA+9fUMYspOGts1s29qOsdDPmQuXGRofx5U7ji/gRTJ3U+mDngvn6B26StYEd7CUrTt20d5YgXoPfRnezyyzwPTQBX7xy9c41z+Op3wDTzz1FA931nH23Z6brQFANj7PgZf/nndPdJO0XDz+1LM89lAniZ73br6Kdf24hSyhyNdDsSTL6IqKKklYpkmhYFzre3VdLpNg8MIxDnUNU1a/AWX5KlemF1FcQdo2ddKxoZKpS910X7jE2NgYWekoRcEAj+zpxF1YouvMGUYmFzAlhWBZAw89tIuqYj+qfG8M8/GFR0PLutY3KR+9NsDm58tHryA7i9H8tXcsTH0pVm71DkRZxZL+f/buO0qu607w+/elyjl3zhFoNHIiAUKMEknlLI01I+3MrL3r2dlZe8b+w9499tljH6+PfdZj7+zM0YRdaVaiJEoiJVKMIIkMIqdGaHSjc47VlcN7z39UAyDIBggSDQJo3s85ZKO6Xr161XXr1u/dd+/v51nR2dWFe02irK6Dp55RWDeXxl9WS+faThrKAwxdOMJzP/o7Xtx3kbnxAbp6R1iz0Y9b00oJUvNFstkC+mIOK6NYIJ3LkivqyKodm8OG3aIhGxYcbicAimxn7aNf4w+/9RRhl8KFg7/j7//x13QPT3Pu3AX6t26ioczH9ekLOvHpEXa/8HP2DSVobGrE57CQmBll4DcvcezCV/m9Z9cxPj1NKp0ll9eZGB9hfGIMe36cF3/yj5wdzdHa1kR+9gQHjp7D6v9zHm6NlfKYCXcsMzfKa795gT2HTzOXMWlri+G2Qc/5s1zqHSanmxgUmJsa4Nix03S2t+FzaMiShGnq9J89wpHT55mMZ6no2My6tWuoCDqv7d/m9NG+6TN8y9GErGhUtm3ikc3t2Mjy5s/+hh/+/DWGJifp7Rtgcm7hxoCqkGGk9ww//9Hfk9DCNDRWYkFnrL+Xl17dzZf/4L9hQzTNdDxBNl/AmJ9mZHScsdEhJk6d40c/fYmcK0ZLlZ+Rw4c41z/Dn//p9ylziwnwyyE9M8xLv3yeA8e7iOck1pSXY1fyXD5/jp7+UXK6iS7lmB7v48TJs3S0tuC3mZzY/SI/f+kdxueSBGobiPqsjPd3M3i5j/lUKSn3wtwEFy90EbA0Y1U0XFppxMnMF8hk89fyoOmFPOl8lryhoyyOQlrfd8m3kE3RfXIPf//3rxOpbqI67MEsphkYGOKNPUf53h98C/vsBPF4gnw+T3xmitHhMUaHBxg9+hL/6cVDRJtWU+Es8M5be5lMqfzBV3cQcNluMbjyyfnw00tTxyymSqvoPmzTQgHZFkBSnR+67SfGyGEWE0iSFRTbA7/yT7hPmSY2V4jGpjbK8wa+SDnV5VGcTgu+QJBgwAcYGEaBdDaPYnXRWBXmnYujFNNx+vqGWOiox2OTmZ8eZ3JiglQ2j80eIugN4bFb0AwbvmAYFQlZtdG+YSttDTVYNQVtbQfRl9+kb2SKzEKKTDqLDnxg0bIpoVmcrH74Wb7x2Frm+47xl//h7zhz9AADOzaybuNmLp7vwcgGefzpL/HUw230nz1MMp3D4nBRVduIu7acRNGG86bJbISPY36sj3NdPUzOJjAkhYGLx/n5yEUUdDKpJAt5E50UV86/w//7V7P8D//6f2ZDtQ9ZkSgkpzl84BBXhsYxrT5Wd3bS3lKL9eplNdNEUS0EwjWsXRtCki1UNTfhdTqQJRtlsTBWiwVIkMvnKRSWzmuFrODwl/H5b/8ha6vdHH3lZ/zdc69xYO8xNv3XX2BLZxu9VyYJrnqYL33hGdoiEu/2v0uuaOL2R2hsbaIsUoYtVrY4T0tYDnOjvZw+18NMPI0pqfSeO8xk3xlkUyedSpAsmBiFOJdOv8Vf/zDOv/of/5yN5XB0z0HGZhPopkli8gov/+JHvKHKZNNJEgsJwGCo9xS/+oVJIv8tvrIlQm0swN5LY5jJObp7BtjcEMaiwOzEMBNTM2TzRRx+L0Gv/6bzZSVJxhVr5Xt/9FVClgwv/+RveeXgRY539fOVHe10dHbTHy/Qsf0RvvyVp/EUp7icSKCjEYxW0FrrxRuupirsRrmP0sPcMqAyTaNUQqaYWCwfc2umCUjyfTYSZIKewZQWQLasiBxVwv3IZPTyCX7x4m6ujM0TrWtn+8MPsao2xOCFY5y92A+SgsXmJhYKoFicbHhoC88fOM/kQpIDr72INTdFTcTF6OUzHDzeRTJrUlFXSUNTEx6bgmm4qK5vJuJ6nYlsmlOH93Ki0kLYJXP+0FFGZ+IUTBlPwIvb7fhgMAUgSVhsXlZ1rqOpoY68zyAa/AW9fWnSeQN70IXNakE17Pj8QfyBEFLzaj7/hc9z7OwlRrpPk0jlcEfqyBfNa4Wi7p8u7QEmSTjdHkKhMFezShXzOQqGTi5fQF/8Q5t6sTQ37+rVFNNg4NwRDp28wPRCllj7Jtat7aAq7L7hfckkZjm5/2V+/tYZZNVGy+bHefbRDdiNJHsPnWRuIQmKjYDPh8vxvnlXi2RZwxWsYN3aNdT5LBhr2/nFr3eTmY1jKlZcTgcWVcPu9BAKBghHbaze/DBfyMp0D4xx+tgRskWVOluMDykqIHwkEi6Pj1AozNWFeYV8DlMvvqftmBh6kUKhgFHKgoBqdRIKh3EsLuczigWyRZNcNl9aMIOJaegUC3kKOjjcAdZsWov74HkShQXe/PVPURcGiXoUrpw5wqnzV8jkJRqrG6irrcFpWToWkGSFSMMq1rQ147aa9DVUsudYNwvJFKrVhsvpQNO0xdcUxIeVzY8+TUoNMDI1xuGDFykoDoKNufuqHd16hMoslsrJGNlbbnbfM4ulfFlGBmTXvT4aYSWSFKJV1Tg0g8nRfgZGxui/3EXQayc1P8Po2ARWp5+G1RtZ11SOolpp2vQouzYe4uWDXYz1nOKFyT4cVoVsKkkyncXmK6dz/SY2rqlHkyRMm4uqpg62r2vi1/vPc2bvb/n/hk/jtEpMjQwxNjWP5omxZk07NeWhD6zsAsA0yCYn2fv67wgZG5i5fIS+kRnsrhpCPjd2WwFFlsnNT9JzsYsLZRbMxBSjk3O4QpU0tHnofnc3r7/zOqHOHaxviIjJxcvEW97El779PR6OJ2/I7JeZn+TU4b288s4xDIuD2rYdfO97T9MYdiDLEoX0NPv37KNvdBJddbNm3Xrammqxv3dllCRhc7gpr6qiuPAm/VNJhsen6D29B83IMjw0xHwyT7h2LWtWtVIWdC95jIaeY2r4Ii//7jU21Xl59839zKSL1FSW4XbYKVhUZFlncqyfc10XsGQDTI2NMZc1KW9sx6ekePM3v+H10RQ7n/wsUZcFWVwyvmP+qla+/r0f8EQyfUPbSc2OcuzAXnYfOAU2D80dj/Dd736OupADFPjM175L82OJa9MNADCynN6/lz37DzO6UKSibg1Pf/krPLSxCbvDQ9umnexc9y6vHr3M4PkjPDd2GbtqkkwskM7kcYXq2bxlE+1Nlag3uSJk6AX6ju/l9bcDhLQk+49dIpFXiYSCuJwOFFnBLOQYGejlXNd5qnwaw/3DZLHTsqYRdeEKP3ruRRbMCI881InXYV26v/uE3TSgMs3Fieh6mk8+A/pdYOQxi0lQHPfZCJqwMkhE69fyrd/7ffyhVzl07AwjE8OMDxVQrXZCVc2s3byTL37xGWpCTpDAFa7l9/74n+ONvMC+I2cYn5knmTRQLXbq2trZuvMxnnr8Eeqi3tKVakUjVNHE13//BxTUn3Lw1CUunTtZWjllsROpbOWRp57lmSceoirkXnrUSJIwJYn5oVP8h/97N7MzMxQ0H48//SwdDZWEVQ9t7S1cHjnA26++AFKBh1bXkJwa5sCZKyhWG8XUAuGqRjrqy++r4fYHncMXpXNz5AO1+RYm+shO9PLGO8fQFQvBWCM7Ht6CRynV5xvsOsy+Y13MLmQIN61j47rVVEW875vsLWFz+Viz/Sn+RFd58aVXudA3Qk/XGQqmjMvjo23jFp565vPs2rIar2Pppe4SEpJe5ORbv2L39DSzs3G8NWt49umdVEaCeJpX0dJ0lv2nTvLi8ybFpx+jxlNg+NJprkylsNtU4jmVhjWrKA/YxYT0ZeLwl7FhW+wDbWd+5BLzg928A6DZiFQ0s33bBtyLJ0Et67fQ/P7ijnoSY3KQE8eOQwJ8oQrWrF1PW20ISZKI1K7i+//sT/D98lccPHmRmXiShayJxe6hqbmJXY9/lsd3baMi6LrpDBsJCbuS5nc/+SEzc3PEUwXq1z3CI1vWUl4Wo6m5maZTXZw5eZBfmhKfe/pxLGQ4f/Iw8SMKTrWIaQ3S3tGGx265L4IpAMm8SWVN0yhi5megMMftZkJP9ryF4ghgDTUhW+7ePCrT0NFTUyQv/C3e9f89krr08PQHyHYkWxmScpvbC8JHYZoUi3kW5maYmJhgYmKKRCqLZncRjpVRXhYj6PeWiocunqQYepGFuVkmxseYmouTK+hYbE4CwTDRaBiv24mqyO+p5WeiF7LMTI4zODDA6MQU6ZyO0xugorKaqspy/J7Fx7y3NzNy9Hcd4//5t/+OE2kP/+Jf/bd406NMJQpEqxpobWkg7POgSDpzk2P09/UzHk8TqqihqaaCzOw4vb29jM8soNjc1NQ30dpU+4FM28Lyy6cXGOrroetSP6ZqI1jexOYNTYv12AzG+85z5mI/qUweX1kdbS2NRPwu5Pe/L6ZZqsOWTTMzOc7o2DjT07PkDRVfKERZWTmxaAinvZTH7L2PziWnOfb2i/y7f/9jPE1P8s//8DFG+/ooyk7qW9porKvEY7eiF1KMDQ3SNzBERrdTU99ARdjG2GAfV/qGWMgUcQUiNLW0UlcRQZXFKr+7KZeap7/nMpd6h8DiIFLRxIa1DWi3+pMbBYZ6urnc2898RicYq6RtdTsRjw0wMU0winniczOMjY0xM7dAQTexOd0EwxGi4RBupx3lPf1WiUlydpzXn/tL/rf/tIcnfvDf8YU2DyMTs2iuIE3NLVRXRHHaVLLJOMOD/QwMjSPbfTQ0N+O35Om70suVgVFyukwoVkVbeyvRQGke1b1uR5Ik3SKXgJEvre6752VllpFZwNRTIqAS7g5JQtWs+MNl+EMxmtvNaxOMJEl+X76U0k9Z0fAGI3iDYZrMUmclSdc7h/d3EpIklQrkVtQSLq9m3dWheklCXnwOpFusd5EkZNVCpLKB7fUbrtXgkq89n0ogVoU/WrE4J1JCliT8Hjex6obFM2AJWZbF+o5PiGZ3U9fWSU3LGqDUNt6zWJ1ITRuPVbcutp1S2acl3xxJQpIUrHYX5TWNlFU3lCpfmBKSLL2nDdz8jZUkGYvdTWPHRjau3cANbUGSUC1Oqhpaqahruba9JIF7lZ/GtrWlj4N09TGiAd1tFoeXpo71NKxaByy+zx/2IEmlorGN8oZWzMXaotcTBZfSE8iq5Vo/d7WE2a36rQ88hSRhcwXp3LKNTWqpTJwslwKw0n0+Gts6qW9dU9p+8b4Of5RV64zFfVw/rvulLS0dUJkmppG7z0rLLAPTgGIGUzPEZT/hrpFKkdPSk8Jvtj23n0fleqelIH+MZny101KUm63AYcnFG4oiFnTcC9JiILT0ey0hyx/tfbnxS+/j9YOSJKOqSwdtpfI1H/y98nEaq3BHbt12bvqgD45uLrHfq9t+7F5BKrVdVf1gP3SzPvRqMH6/WrJHNTHALCUQXFkWX5dZBGnpetuCsCJJKuGqFv7gz/6CuGGhNSoWZwi3T7W6adnwKH/xr5uweMtwidha+BhsLh9bnvwO/0frU8Qa2h+YkjK36yYjVAYYRVbU5b6rTL0UUCECKuFTRFJw+kJ0bgl9+LaC8D6KZiVUXkeovO5eH4rwwJJQLXYqGjuoaLzXx3J3LB0emvpi3qkVsLrvAwwwCh++mSAIgiAIwm26SUBlsCJHp666jSSlgiAIgiAIt+tTWNnUXEzpfvfpxTzZXB5TUnHYrR860U8QBEEQhAfTpzCgWl75TIL5hRwen7dUCNI0SCyUanHlE+N0XbhCwV7GI9s6sC4xkTM+2sPp7jjta1vxex0oyxx0GXqB2YlhLlzqIS272bBxPSHnyps/ZhSyFBLTmHrujvajOPzIVjfSR1w5JXzylnu1TyE5jZFNYt5qBFuSkS0OVFd4WZ9b+OTd7hL/27VU+5FkFdnmQbF7l+U5hPvHUv3PpzCgkljOymOTl4/yk9918+w3v0xjdQStkOTA7jdIaUFWtVUTDIUpWtw3zeQ6O9jFKy/3E6ypxOtxsNxVGFKzoxzZ9zYHzk2w6dHP3DcZZZdbbmaA8d3/ntzUlTvaj2/zd3G3PoHi8C/TkQl3gyzLWCzLe2Iwe/wXLFx8Cz2zcNNtJM2GvXojkSf+fFmfW/jkaZq2rEH5Uu1HcQZxr34G37qvLtvzCPfezfqfmySikfm4+UkeCMv4IcouTNPb008inStdSTQLTI6NEbeaVFUGyc7OU7TbKBQyjPV3c+DAu8wV7FSXu1jQauiwponPjnPozd/ydrFIZVMnm9etJhYoZToupOfpvniO0129yLLEbEKnfdNDbO9sRNFTnDiwh2Nne7HH6ti2bQsBKc7pUz1Mz8+heWzMT4xw6uAhxgsBmtflkYw8/edPs2/vu8wULWx4aBfr2mqZuXKcI91T5BcSxCqryGRTZNML5HM5UlmD8upafEqaM5f6CVSv4vFHthFwyIx0n2L3/qMkCg7WbdtGe42f82fPMDY5DZKLsvIKyoIqZ48fZ2gmR137WrZtWUtgmUfJjFyK9MhZMiNn72g/9sad2As5JGMFzyEUlpSbGSA1cIxiavam20gWB5LVgyHah/A+S7Uf1RPDWtEp2sunxM1KQS8GVSuRBLdIEP9xFLIJ+nouce7sGc6cu8DY5CyFokEmMUNvdzfdvcMMXznPb59/nrMTRSpjDo6+8QK7j3eT1w0WFsZJyw4CtgIH33yd42cukS6U5nkVcyn6L53l4OHjpCQHHiXJ8//wDxy5PMKJV3/Kc2+dJ1ZXT6rvGC+8uo9zXV0c2r+X8wNTuIMV1FVVEInEiJbX0dIQYar3FH/7wx8zpYZoill47q//I/vP9DFw+Sy739rLdFbG67ExfPkMh46eJVmUKcwP8+LPfsb+ixOE/U6OvvxzXjvazWz/Cf76hz/HcMUI25P87oXfcPJ0FyeOHuLwiQvkFDtyYZq9b7/JkSvzRMNOLh7dzTunr6zI9aOCIAjCp9dNIgsZJKX0c8Wt9lOWPaBKzQ7x8vM/xemyIRkFRkfjrPPVg2mgF3UK2TQTE0UGEjKf+70vsaFCIdt/iL55AxPwBuvZ/tAOKrQJevt/zWx8jky+iMtiAUwk1Uq0qoFHn3gS60I/E+f/I0dPnaG45y0uTUosTF0hOz9OwS1RbatBsYVp6djI1k0bSQ1Z6e/uxyxWUF3uo//QEeLFMv74a1+k3JFn6uxRTlzopUNN4Yo2smHbVlZVW+k66aS8oZydjz5G8tJxFqZNOjbuYGOZztzFE/SPTdA9e4ojZy4wND+HxcwyNKdT01RJPK9Q1dzC5m0bCBTGGerpIjk/SYpqNu18gsaWymX9+991pkEqPkt/Tw+zBY2WVasW61oBmGTik5y/PEy4spZo0EsuMcP41Byq3UtZLIRmFkgkU+QlG5HATYoWCyuCaRrEp0bovnSZ0ak4jkCUxqZmqqI+8ukFRkfG0K0+6mrKsMomkyMjqJ4QHqcNVVmpJ7HCTZkGEwPdDM2Z1NVX43WqzIyPMZcs4AmGiQTdFNIpksk0Nm8Qt33potXC/eEml/wUkLXST3MlBVRS6XXJy9sofeXt/ODP/hlrW6qwFGb40d/9hLj1PfUCF2u4qVcnP5rmDSm+ZFlDU1U0TQVMDNPEuJ0hHFNj1dZdfHZbG06rgmbzoyV6Ge5fQFU1VFUp1UeSpcW6R/Ji6n7l2lyq9365y1rpGJSr20kKqqahKgqqoqBZNFRNQtPkUk03E/xVq/jyN56izO8ESSPi0/jt1DCKqqIpCi53Ods/81kq6vu5cO4cz+9/i47P/QH/5OkND1RgIcuQnJ9g79tnkUPVhN1WAAqZWd588Wf89sBlnvzW99ne4uPEkTMk0ykkm5dIeRUxe5azZ3uo2vgokYD7Hr8S4W5KTl7hlVf2UbD6aGmqZLLvMm/19tLSuRZlpoeuCZ2gkmFo7iE2hRP848/28+Q3vo7TYfs0Tmj91CrVxDSYGzrPT3/8j/TEw/zgj76JLz/Mqe4JUskk3lAZ1bWV5Cb76R7L8vizn8Vtv9dHLtzKkp9hSZIwZUsp8NA/RhJM08Q07lIuKxNMU8c0ipimebX27O2RZJCt3EZ5yNsmSQqaqt5QPFJZDEAkSUZRFTSbk1gsRK3H5I3fvkC8JciRMwNQsx5JktFUZTGlgoSqXg1orj+Hnksz0t/N7jdex5Yao6/g41trO5AtvfzD25cZrQ/h0JMowXoqNaO0P+X6ChZFUVFNBavdSay2Ho9yjF/96rc0+XIcm7TxzDMNOMaGF4/5ai0uFQWlNIVfVlBUFVmSkJBQVBWLxUpj53YqX//P9A2OouTsxFMajvZyVE1DVkqvYXb0Cgf3HWAwZaUuHCU2OUUilcXgAZqlJ8nYXV4qqusIuS5f+7VeSHPs7deZtlbTWpnCbbNgFPOYqhV/yI6uw/RQLymrhBJqYG1j9IEKIoWPLpuYo6A4qahpoL2tnoBaoNg9wNRMnIghEYjECBZGmJge560TR6nd9Ci1ET8WMTr1qVE6GTVIz4/yyu/2Ut2xgczFBSyKRD5XwOb0YLdZQMrTc/Eisl6gce1WoosnccL966YnRZJsxZStoGf4SBnT9QLF1ARmMYNZSLOcQZUJYBqYeg4jF8fU0x/t2CQNSXUuXYn9Y/KWNbBzl4WI34UiA4qN5tUdZBUPZWEHmmRBt4WJlkfY/plHKBw8zplz88h2Ox6fm0B5GQ/tCBPwOLCpQdZv3IyvohK7dr2DVTRL6QOWTbKgu/ja97/P5qZK5LrfxxI8wPGzl0n7ytlYUUbU5mNN1kWwMooqgd0dpGX1GqK6F5vVTmXzWv7JH1rYt/ddLo1Y+MYf/9PSpHTXLFtdEhGfC1mTaWpbRQV2PA4btvIq1m6SKQ+5sTp0WtY/RHm4glBDNf/yzzT2HTzOwFCGls71hKMxOjrWgCOI22bBU9XE1u2gHjvByGSC9oeeZfvW9Q/22bhpUsynuHRsL2cnLTz11Ab2TQ4hS2D3V7NxjcbI+BRFQ8fIZ0gXNDZuaUM1DUxTWrZl2sL9xsQTrSbi6GHg4kkSM/0sTE9jWgPs6GzHayax9A+TN2qIJkY5RSXf6KhBUyVMTDBvv0C28KAqBVOp+Qn2vPoGlvpNbKqDkf4LgER1Wyfa4CBT8ymK+RSZdAYtUEV7bQjD0JFkRbSR+9jNv9ckFWQbSBqY+dvcnUF+7hLMpAATWbUiLXOFetM0wShiFFJg3O5xAcggW0Be3ig/VL+Wb9Svvf4Li5PNO3Zeu9nU1AymwcLsBMl0BmeoHLc/TW8mw7YtbVQ01VPbpiyOXHh46nPvm18kyVjsLqobV/G5r32HCs97VsepXjbuepqNu258SHld2/XDCVWwZWfF9TsVJ7Xtm6ht33TDY1zt26hpv35789aHr9/wtFHRdH2fm5/40rV/V7Vt5DttG2/YVyxW/p5bFqpbOqlu6WSl0PUCk/1d/Pp3h1n16NNkF2aJJ+LIk5Mk6quorKgjUlZOz7mTjOYLuEIxMjMj9C1Y8YfLCPkcYqRqhUrMTZMqgsMTIBjwoxVzzKbzTM1nqG2pYkMowsTAJX57cpKOzVuZnRhhdkKmrLIKj8t+fVqAsCKZpkk+k6Dr8Dsc6knwbLuT2alB4vFZJqdmqCoPUde6mvKFKY4fPU7egLKgg5H+fqx2B2UVFTgsIkfe/ermI1SSDIodU7FDscDtjASZhQX0hctYYuuxxbaiOIJIcukpTNPA1IsfmJMlKRpI8kc6azcNHT01RfLC3yLd7leTpIHiQpLuRWOUsLu8VNU1kMpdZi7r5Zlvf4aO1no0Rb7lK9DsHpra1+KrLOJdKjOo8IkzDYNUaoFAVS1ScpLuixmGJiZJeoeZa2sh6nOQGO3jytA0kmrDpic4f2GKoFOidyrPU9vbREC1IpnMTwyzUFRpam1nU1sVU31nOXLyAoOj02xsjrIwO8HJ46fxN3eiD55mMNpGou88ccNCR2MlbpuYdLzS6QbqrzcAACAASURBVHqBeFKnvj7G5GAvmZkBJifHGR6eoKWpBoeqc+XSBaZTRewOOwujV5hSXJBeIGf10V7uudcvQbiJW195kTVQHKXLfrcxSmUW42j+RqyR9SjOyLUgyTRN9PQk+akzpYBKkkrzrPQcluBqVG/Nsq+8e98LAcW27Jf7bpskoVkdVNS1UfGe0aPboVpd1DS2U3OXDk24fYqq4fZ6cNodVNdt5dv1GwAwc/NMDE9S1tFOecSPqmcYHp5EcfhpqYySnRllejZBXtewWh/oi53CLUmEKuqJjXcx1tvF/pkBMgtzGFYfjdVR9FyGmfFR5gmwa2Mrg4cHmcwk0eXSAg5xKfjTQMLm9LHtqWcp6KVBivkhD5NzLtpbG/B7HGTmR5iYz+GPVhLzqowMXCGZz6KqFjQx1+6+9iG9u4ykODDVHBTm+LBRKtnqR1ItSIrlxs7BNNAz0xTjPViim5EVDdPUyU+eprDQh+IuvzaSdVfIVlA9dzloE1Y0ScEfrWDHU0/girqxOSzYHKW7TN3FU888i90XxOeyIRs5KhtbqVSs+HxO0mEvrsAMaHYiZeVidGrFkvBEa9my2cHE1AzpXJ5gKIo/GCYWCSJTJFhWy85oKzGfB+/WRxgan8GsraOiIoJDEyPQK50kSUiKhtt7vRKDy9rJs64GgrEwNk0lZ/fStqYTq8ONy2Li83iYiaexu/2UBx338OiFD3PLCKO02k9DUlyYRg701C13Zgm2k5s8g56aRLH5kZQbs2FLFieWYAeyZsU0Cujp6buflkHSQHUjKQ5xBih8fJKMzemhquGDw+2SYqG6ru76LxQ7kdj19c1aIILXH8aUShPSRStcuWRFwx8pxxeOLS6Nl5HlqwsRFPyRMvwAponLH6XFF1n2mnLCg8Xi9FPXcD3Asrv92K9mVzFNIuXVhMvMUt8h2sh97UOHbCQkTNUO+MAo3PLSn+qrxcgtkJ88RWG+B9VTgeKIINuCH3ogxeQIRiF+ewGWaaCn5zH1LCbmLb6gZFBdSKpnBWd+F+53kiSBCKQ+NUpffB8y2rT4xSiLL0jhVhb7DRFIPRg+/BqYJIEpIylOTEsRctPA0tXYJVnDElmD4opRTAxSTIxjFvJosrO0gWliFDMUU6PIqu2GxxYT4xQTw5jG7ea9MrGWPXKLS4VSKZjSfCBrokGucJZQLZXP/hv0TPyO9mONtaF5Qsja8tYaFJbX3fg8Bzd9C3fDdsziLeaLyiqqJ7bshZmFT95yt6Gl2o+k2bGE6kV7WWFu1nYkszQu/eFME9MsYhYWID/JR8n/ZBo6+akzpHp+haSFMfUcGFkwclgrtmOv/gyyuswpYBU3kiWIpNjvzUR0QRAEQRA+FSRJ+giztCUJCRU0bykJXX6a20/aKSFbPVgCrajBTiyBZozcApmB11CdsWVOZSCV5kxpARDBlCAIgiAIn4DbH6FadDVtPsUFzPwMmLeXo+qToYDmWbzMZxOX+QRBEARBuOskSZI+ckAFlC7/YYKexszPLpanWXpe1SdDAsmCpHlB85RKzIhgShAEQRCET8DHD6gAFh9mGgXMYhyKSTBy3JWCyLciaaA4kTQPyPZShncRTAmCIAiC8Am5s4DqPUzTwCymQU+Cnl6ssXe380upINsX0yK4QFLFqJQgCIIgCJ+4ZQuo4OrcKn0xAWi6dBnQyIFZZPnmWCmlcjiyHVQ7kuJYzH4uEp4JgiAIgnBvLGtAddW1SetmHtPIg15Kj4CRXwyuPsrIlQSSsnhZz1YqISNbkWQLSErp8p4gCIIgCMI9dFcCqquu79YAQweziGkWS0GVUSj9NJeYyC7JpVEnSVm8rKchSdribRkxGiUIgiAIwv3krgZUNzDNxYt+V5/KXJzUfrOnlhYnll/9T6TeFwRBEATh/vTREnve2TNdDYve87tP5JkFQRAEQRDuOjEJSRAEQRAE4Q59MiNUnwJ6PsXFCz1YfBHKY2Gc1vvjT2sUMgx0n2P3G+8wlffwzDe+zprawL0+LEEQBEFYUe6Pb/0VwEhN88LPniPY8QjPPLFjMaAyMQ2DXCbNQiJJQQe7y43baaOQSZAoqIR8TnLJeXJYcDls5FNJiijYHA6smoKhF8mkUyRTGSQJCrqJ0+3F47IjmTqJeJxEKoNiseHxeFApkkpmKBSLyJpKZn6Mg3vf4dilMZ746i4qgg6yqQXm4wmKpoTL47t2PAuZAmZRx2K1Yhj64n8GugFWqw1V0kmms2g2J36fB1WWyGeSzMUX0A0Fl9eDw6qSTqXIFwqAgsVqw2aRSSUTZHIFNJsDr8eDVVvO+o1g6ln0zCTo+Q/f+ONQbMi2EMiiavz9QpaXd4Bdz0xhFhKlVcr3iqKVirqrjnt3DJ8SV+flLtf83Pui/XxcihXZFhb920ewVP8jAqq7yDQN5ieGOHn0XY5fuEJeVwjGqtiwdQva+FF+dcLkT//4s7z76x9xyajjC4+to/vgOyTt5Wzcupm6qId8appj+99m94GzBKMxEvEk/so2vvTFJ9Dme/jdGweYmJ7H1Bx0bN1FvTPJ3neOM5PJU93aANkFTp05y+SszOTkGPGZEIfffYez3SPoskKgvJknntpF8tJuXnx3EIdioa29idHhfqZn57DZ7aQWElhcAcpDDkZGRigqAZ79+jdoDRrsee01zvaPkcuZlDWt4eF1dRw7vI/+0Rn8oTpaGmpwW9IcOXSM+ZyO0x9jy87H2bKqGnkZ59EVFnpIHP83FOOXlm+n76H4O7Gt+gsUT/Nd2b/w0ciyjNVqXdZ9prr/juzgS5j5+WXd70chuxqwtf0panjbPTuGTwuLxbKsQfn90H4+LtnThn3N/yT6t9t0s/5HBFR3kVnM0XP+DO+evESsYxurowpH9u3h5dcVvrMzyPjFNxgcbOHEuSsMZuKsqXNxfnCC8rYqHI7Sm2XqRRLxOKm8xEPrt+NIDfLCr97kYH0N8vGfs7tbZ/v6Zia6T/DGbiuPdvgYn5zBXdPGuvVbsOcmKMyMwZjBhjWtzA+c5fW3z/CZb3+XVm+WH//Nj9kXraAiOcH4dJIdj+xidVuMsb4uUkWNNWs2kB86z56D5/FWPM2jO6p49efPs//MBlzRUf7Lr96ifetmPEyy/+3duO27GB4dJ2N62NyxhoaAwYmDp+kbT7N+aydmKs7E9Dw61cs7ga+YRV/opTjXtZx7vcZUPBiFNPInsChW+HB3Y3GykR6nOH8RMzez7Pu+XbJhYOQTd+X1CXfX/dB+Pi4FC0YxI/q323Szz6cIqO4is5hjZiFJ0eajc/0GWjw5EsOXuXhoFOs3NlDmSnFgzz6K0VU0Jce5ePok0xmNteEwXrt2bT+KaiEQidG+ehXWuIMq5xsMDA1TPN+P5mggl80RqGgk5IzgtBrYHAFqauqpra7AmMnj83hxLhTxe5xM9s5hWsvZumktMXue9rLnuDIxTchSxBWqpL6xgbKwhtVmJ1Tmp7W9naSUovfyLA3NbTTGClRF7Iwmk0zkepjLy5iFPJI9QHNzCL/HQb9qIxqtpqGhhpg9T1NbO4mCSjo+h1E08SlKKW3GCkmFYZoGxWIR05RQVAVZkjBNnUK+QKFooGoaFk1DlqXFD6KJyKcmfDwmpmmiFwtks3kUzYrVoiIBuq5j3NDRS8iKjCLL1z5vos0JH4dpmpiGTj6fo6CbWKw2LJp69U6KhRz5go6saFg0FVmWkTAxzcXeTpJWSnd/SyKgWk6mTmJ+ltHRYcy0A4smYbNa0fIJLnSdQ47IXBmZIljXjtcbYl1DgOf2neAz3/4jWkw7L722D7V2G8FQEItyvfXpxTzz05N0X7qEIznIaFpmXXkZZkMFfbNOmtpX4zCz4Iji00dRJAmJDzZgRbPg8vmQC12cPnOBlDfD5akileuDWFJ9XK0rvVS7l67+b7FTliSFUFk1fnsfsZpGGqJOEimoDPs4rynXPkCFXIZUNovi8BBQ81w4dYrBpI9d29vRlnieB5GeS3Lu9EnG5gzaOlZTFrQzcuUyAyMTZAsmFpuLspp6GqtCpGYnuNw7hGFx0dLWitdm0N11EVeslkjQi1UVC2+FmzExigXmp0c5dbKLDDJG0aS6dQ11YRv9PZeZnFugqJsYxTxYvZSVxfBaioxPJ3AHozTUVkA2zoXuYRo6OvBaFRFkCbdkmgbZZJyBnkv0DE+hKAqGbGftli3EvBam+rs53ztMrljEMBViNfXU11RAeo7hoVHShkasoppYwMb81BjjSZVVLdWoyznn4z4hAqrlomiEIl4uXznFS+M9WDWN6uYO2hsb2NxZ5MS5g/QbCqGyRr608yFcVjudWzZxYFBjQ3sdtTY/p7tHCbc3Eg1639fJmaTmJzl1cA+ZZIqaLY+zc20bSvW3Sb+2nzPvHsDiCtCxMYbd6SEUDuJx25EAWbXg9gWI5HTsDheBtnU8uWuWU2/+huOyQnTDE+xa30zy0hDRlILdqoGs4vMHATcWVcHmdBOKhHHZLCiqjD9chh7wULOmjW8+naKr5ywTVyxUNnSgWGyEgiEknwdNkVFVGzZNYWFyiP5UFi1Sz4aNbVhW0GdJUjTcVoN3ui7gi1UgJ4c4fb4XxR2lpT7ExPAg50+dAHMNySun6M95CRsXOVR00OGe5ODJMXY8VvmpOIMT7oAJmeQ8Zw7sobcQ5ZGNjcz2nWLP7oO4nnkYXziG1eXDMAyGus8yNpcmmUrhUfIUrF7mp86Q0UGdPMvpKRctnaLBCbfBKDA9McL57j78te3EXCYXjx3gtcNevrm9jDfefAdPbQf1tRHSEz10nTpLIZ3EzCwwNRPH7nYyOTFDvrWSC0eP4V318Irt60RAtUwUR4gvfvN7JJJpjMVRd7vLi9/nRW6soalznlwR3F4/Ab8HRZaoWL2TfxHbQCgaxiIH+eZ/9ftYHC7cLtsNo0SyaiFUUcfOJ5/Bb1PwBEKEvE7wdvKVr1cwF08iWWz4/QFsik6gohWL3YFVBtMTZuPOx1lVgKDLiuoq55HPfpFVG2bJmTL+YBi/x0nO9RiRdvB63aiaxMO7HqeIgtfjxmhbQ6CqCbvPj1012fHF71KwerF6HHzm2S/TMTNHXpdw+/x4XTZ8viAoFrwuK5psoaVzM9GqJpKZPJrDRTgYXFFnJ7JqIxIOY1EuYho689NT5NGora6nuTmKtZhmeqyLkekEQVUhN58kaeTQinH27jtF5dpHiAY8aCvobyLcHapmo7xxNRWhehrLfUzpY+w+co68oVBVWYMqQTE9w2ifA3/IRXnUy+zIAOlUGi2fZn5qiIGL02z+7HacmhgNFW6DpBKIVbF1RwCn20NuYQpZ1zGRkEyDdDpDzBugvKKCZHGSS4PjFHQTqwzFfJZ0ViWdyDDYk2ZOCfNwQxnyCo2oREC1TGTVQqy8itiS99pxevwf+K3F4aWq2nvtdqysbMn9+oIR6us91NTUEHG990KZRiBSRiDyvmdzvncTK75gGN/1PeL0BHB6bsxFpXqCOD3XbweCoffsw4Pdff3OQLTi2r8dngDV79uXzWa/8bbDTczh/sBrWymuzw8olUryhSMYPWfo7TqLozjD0Pnz9AxM0NnmoG3TQ4SmZsmbMHZuPwPeJp5sq8XtsIhLL8KHsjhcNKzqBFnG1LOcPXmOQEMjPrcDVZaQMRm70s1s1qSssYbVreWkqyqYT6RIL8xx+dwZwqu20F4VFO1NuD2SjMPpQcGk5+wB3th/krju4dtPN2B12djSUc0rb7/MuUMWUvEEVau3UFlXT9QpUVkTJ5NNMzE6wqUrE2x7cgd+h7ZiC6WIgOo+Z3GF2Lzzs2w0TFRNvF0PglB1G48oVi5cusyFiz1IhkZlVQxVUbG7fFTa7MwMX+D58/M8+rm1XDx9DFN10dLaRMjvWVGjd8IyWpwbKSsSxVySM/t+x/FJJ1/66npCXmdpYnouzsXLI1gdEepqyrFabFhDVmzaFBeGuxnLOHnYm2Pfnnew+StYt7oemyrmUQm3ZpoGqtVJ87qHidS0cOrAm+zee4bQzgiHzoyy4eHHaKkrJz12kcNnRhnoH6FsQxuxcidjfReZmRzHEa0mOXiOPT1Q2dROQ3npRHwltTwx5nufkyQZVdVKOVNEp/dAyCamGJ5MEKxezbPPPEVnWz02q5VI2AumQToxy77d+2jd+RjjZw6St/uZ7T9HV+8w8+m7lJhUePCZJoZeYH5ykFef/wlvXTb42tefpSrkXszpZjLWc57pvEa4rIqopzR1wChmGR0c4MLlUVo7Gjh76ASeshhdb79M31SSoiGWygs3Z+RT9Jw7zvO/epmJtInL7aU84mNsaJRkfJp4WqUsFiUcClFVU4NN1UmlkuR1k0x8nCt9A8xmNar9RU5fmSLoKPDK6wfJmWZp9ekKIoY8BGEZSIqKw2lH01SsDg9yrovTXWc5ddyCIquEqpppiLoo5tOM919iQq7muxubuJi8wOj0OMk8xGxWLIo4xxFuxiQdn+Lw67/lzZOjdG5Yy4mDbyNbXHSu30hF0MLlK2P4o+VUV8dKI52mSWJ6ktGxSVy1naypj5G5YmF8aAjT7sdhUcXolHBLsmbDH/DjpIvf/PJ5Ak6NmalZdj72BaKVbtbUX+DYoQMM9fpJT4+QUXy0VlZgVwr0DY0wnyqyZstmvPoU3fooI1PgC0RW5GiOZIoMcsIKkJ86xvy+P6Qwe/qu7F8JbcOx8f9CDXQueb9eyDA7l8TucuOwWzGLOeLz8yTSOawON36fF6smo+tF0ok4OclB0OugmE0yPDSCaXUTjYRwWDXxBXcbZFnGZrMt6z7nD/1L0j3/eG8Te3rbcKz739HKn/jgnaaJXswTn5sjU9Cv/15S8Pr92DWJeHwB1WrH6XCgLAZU+WyGdDqL6nTj0CC9MMfw2DTucAXRgBtF/nTmp7JaraV8Scv02u+H9vNxKf51OLb+Fap/zZL3m6ZBPptmZmqKhWwRXyBCOOBBlqCYSzE8OMTsQhLN7qWsPIbf60LBIJVKky8auD0ezGKW2akJ5tMmZZWVeB0PbpmbpfofSZIkMUIlCMtA0eyEI++ZjK/ZCIRjvL8MtaJouH0h3Nc2c1HX1PJJHabwIJMkFM1KILL00hd432KSxcdY7A4s9uu1AV3+CK3+961kEYRbkCQZq91FebWL8vfdp9lc1DW3UfeBR8m43rOYCcVBrLLuJgu3VgYRUAkrg6wh26PIjooP3/ZjUOxhJOXBPaNaSaS7lPFbsnhRHOUYyvKOfH0Uij2KpN675/+0WKnt5+OS7REkeaWkWr67btX/iEt+woqgZ6fJTxzEyM3elf3LtjBKcBOy9f1jTsK9IEkSiqIs6z7zk0coJnox9dyy7vejkCxe1MAGZMf7xwGE5Xa1/SxXcHU/tJ+PS7IGUENbRf92m5bqfyRJkkRAJQiCIAiCcAckSZJW4kR7QRAEQRCET5QIqARBEARBEO6QCKgEQRAEQRDukAioBEEQBEEQ7pAIqARBEARBEO6QCKgEQRAEQRDukAioBEEQBEEQ7pAIqARBEARBEO6QCKjuCpNiPkMymSSTzbNSMqeapkmxmGdhfp5MXv/wBwiCIAjCp4So5bcEo5hnIZHElFScLhcWRaKQy5JKpVHsbtxLVsk2SS/MkzMVHA4bU1e6ONc/g7+6jY3t1dxpkYxcKs7I4CDjKRubNjShLVZLyGcSzMzGKeoGJhI2hwu324XNot5mSQWTXGqei+fO0jcyhdVXxqr2VsojflT5fY83isxPDrH7jf007XyW9XXB2z5+Qy+QTadJ58Ef8KB8CqvbC4IgCCuXCKiWkI2Psful3zGUtPLwY0+yrjnK1NBlDr99GO+mp3hsXc0SjyrSdeAVevJBNm7cgN/lJRyWcLlsLEfokE3Oc/HUEY6NBejc0MTVMpaTl4/yN//5FUy7A4tFRVasNK7ZzPbN66iMeHl/TPRBOuf3v8Rvj48Ri8WIWjPkCwWMpYbVJAmL1UlZRQWeJYPKWxx/Yo6uY+9y/IrJd77/eTyiDqcgCIKwgoiAagl6IcPYUA97jg2SluwEgk9BKsHYwAD55hTZ5BwXTr7LgePnkNyVPPLoTuSps7z06utcmtNYyJqsr7YzmylguKMUMgkGe85z9NgpZgsWOjZsZ9PqOlJDZ3l9/xW8XoPBsTmqWjewZV0bTjnD+dPHOXPhCjijrNu4kUp3kXwuSypz4yXE7MI0o5NZnv72szRVhxi78C5HTp3EaVUZ9UoMDQwiay68vhhtzSEuHHuX832TRBpWs2vHVpJ9B/jJL1/mclxja6yOstw0vT2XUTSNoJrh3KkTnLs0jCNSzcbNGwhpGcZGp/A1FTH0HN0nDrL/2FkK9ijbtm2jJiBx9vRZZuNJ0ukMeclJS2sjaryf53/2a3riDlxlMb727GZsYpBKEARBWCFEQHUTkt1DLOpmfqyX3W+/y+ZaJwB6Icdk/wXe3HOK+nXrmD2/nx/9KMlXPtdGLBxk3u4lFg1TTPRy8coUFYoP28xFXn7tHZRIIzU+k1f+yw+Z+vIP6DS7+e1vXuWRL38enzXLWy+/hNWq4MtPcr53GM3lZWGij9d+M8VDj2y66bGqVieVNXU0N5djXejl0KkRFmanmRse5URXP6s37SKmpNj38h6ODBTZsbmZ/uOv8pfd03z/Cy1EfW4y4XrWtNZjdO/l0nQWh9vO+Z5TnOgep6KuluT4JZ77WR9P7lzP8aMn8KzejmtyHz987hibHt5IdvQCL7yQYNfmKo4f2s903klbSw1TwxcZGBtnx8Z2qqsqmJE06mqid3wJ9P1yyQJzV+IU0sVl3vPKIskSNp8Ff4PnXh/KHZEkCVle3imgc/0LpKezGEVjWfd7Pws0ebF6NKQPH8peca62n9ubGvHhHqT2I8kSwWYvmktDzL746G7W/4iA6iYkxUJDxyYqAm6Ge09zMF6OboKiavhiIdobArz9xm+YGh8lY5Gw+h+nuixColBGVWUMbWwAXdfJJOcZyY2Qtfj55pe/TEyeR4oP8tb+07RuNXB569m5cyeBwhXOdv+SuWSKuoZawpMjHD5xhN7eCbzlLaxKZG56rPNjF/ir//N/xem0UsjlqVy1naaWWvq6polUN7Jl+wYsExc53D/Hpie+zee21DAUVflf/uoV0l/fQXXUT97bTGtdJYODKsWMzsLUGBPjacIVHXzhS48jZeJMTs+iZxcoFgsU8hlO7nuDM5dGmV+YwMzOM1fw01RtI684aOno5LEd6zjxzhscvTyL7AjQ2FDHUNagpbly2RveTPc8L//JXibPzizznlcWzalS93gFz/zNjnt9KHdElmVsNtuy7vPoX5/j3M8uk5nJLet+72df/PEuqneWoVqX+xTn/me1Wpc1KH+Q2o/mVPnij3dRsTmCrIq1aR/VzfofEVDdgmr30blxHQ59nl++9DJOdwRvOs7Z/Qf50W+6+O4//Q7FngP87t08kiQjydLifKkbJyBdjWblq6cC7zkjkBUNTdPQTBUJk2I2ztsvv8vgVJbmDbuorxhgYDyLeYulgk5fBY9/4Qs0VEcJBENEwyFsZoLB8xKyoqCpKrIsI6GgyDd2nJIsIUkSkiwvbrMEScZqdxIKwfx48tqvTaBq1Va+8dmt+J1WJM2OT0swNTyEqqpomoosS5imiQnIN5wFmzf+Ie6QaZgUM0XyqcKy7XMlMjEpZsUKzaXoOZ1C6tPVhoyiwS07F+G2PUjtx8TE1MX7vtxEQLUUSeL/b+/enuK48gOOf/vecx+GgYFhGAYGBOgCQrKEJUeW5EscJ75kN3Z2k1Rlq1K5VPK2/0je8pKHJPuweUhqY3vt2LtaW7JsrWwkJCGQuAvEHSEGGGBmmJm+5AF5rV07SdmSbSHO55HqovrM6T79O6d/59eKoqIoMoGqeg4fPcbU+DgXRje3AyNVwxfwQinHnbvLWJIPFwmP38/G7DyTU7PErBKKouDxh4nrYPSP8c5bb5EKOVwfz/PMq50Y7nU0VdlecpZkVE1FkWVUw8TwuNilAtmNLHl7OwiSFQVVkX/nVBW8gQgt7fvoaElgqNtBipXb3D5eBUnWiMRqaGgK8cn7b2NkW5nqv0Sy8zR1FT4mNQ1VUZAAWVFRFYVgVS1k73B1dIC338whFzfYcH0cO5hGVTU03UP7U6c5868fMj3fSNFrk1Oi7E1oaPfaARKKoqCqCqqqIukKhfVpbtyY5HhXGn33TYofTa6LbVuUSmUc10VRt/tQliRwXSyrTKlcxkVG03V0dbvjbKuM7YKmbu8odR1nO0y+f/Ig7Fiu6+I4NrbtIMmfjT0uVrlMqWzhAppmoGnbY4dtWTguKIpybyLl4LriethJXNfFsS1K5TK27aKoKpqmoUjcGwfuS6mQZEzTQJY+63sJRVWQd/FYIAKqL6F5wuzrOIhtRPCbOsHGdl7+wV9SPzBBQ3MDe6Ip/tzS6R++RXr/UzybtAn5vCSOP8+620O5lEcNx+nYH6ciXsee2lZMf4DLvX0srOs8/2d/dS8pvcDTJ6OEvDqmEeVo9zFqm1upPdjKYN9VJu/mqGpspTkQoqq6Ek9oP1KNj/s3yIVq0zx9Sqe6ws/9sZakemhqaSOYh7BXp8KX4vRL3yfU08PgxBTVnc/ypyeOUeFVaeroxmc2EPCa1Dbvx87r1Nc3EknVUBH9PCn9+e7DRPUSx08cJ1UdIl3zIj/WK7l4ZYCZfIjOJ+qIxQwOdJTwVtbhMT3Up1tx/HXU18UxIt08nXdZmJmnfDDNV9snKHxT7HKBW8M3uT13l62ShRGIkG5pIVkTIbd6h/GREaYXV3BkjcqaejoO7MXrbDA8couioxCrb6Suys/i1G3KRohYdZSAR/TuzrY9oZuZGGF85i6h+jYOt8bJrS0z2N/PwloBRQYzFOdg5148ziZT03NsbjlE43XUVAZYm+oKkAAAC4ZJREFUX15iswQ1iXqCHrGt99HnUs5nGRsZYXp+iULJwvSHaUjvIRk1mR7pp3d4gWDAA5KE6qmg+9hRzHKWyalZCiWoTiSJRbysLC5SdDVidXEC5u7pe8l1xXqvsPPN9S7x8789x+L15e/6VB5pmk8l/UI9r/7k1L2/uGQm+3jn/DANe1qIhTUmbk0TrGmgLV3LRF8vA+OLNHd24i2vcXNgmIr9J+j03eGt3hU6aizmqOdYi5/e3kHibV107Gsm/BXLanxV30QO1Xs//pj+n46Sz2w91P/7KPuT/3iW1Ok4qvnbc2vHKjI/OcKnFz5iYGaDxkPP8INn2pi8cYm3L0zy+3/0HBG1wNn3PiB+9AWq8uOMZkAtrmFEk9RGTJbn53F8MY4ff4Kw59Gbu3+WQ/WwktJ30vWj+VRe+8/nSByL3ZdD5ZKZHuTXV8cxwzHqozpDN4fZcIOceHIvt/sucGnR5IXuFlwkdG+AVKqe6UtnuHZHxlPMoMXSJMIKM9PzeKoa6D7SQdB89Pr+QX3Z+CNJkvT4tVQQhK/AZWZ8lJJmUt7aJJOR8AQqqKqM4OZWyWQL+Kqb6X6iCzbvIhVW+PDmLbpO1VETtTC8NkHb4npvH2ZNK+nGhFiN2OFcx+Lu7CQ3R6bAG2VvaxWWtL3DeTO7hhxK0JZuwJQdWmLn6Z9eIFrrJRKScYsuklRkYmwBI1jJgX1thB7DB+rjyleZ4KmnaygVi2xk5pFVHZ/h3a5n6DrYpSKFfB7LKiNbGq7j4gmEiRRslJINFBgZWcIfrWNPazMBY3f1/e5qrSAIX5DfzJJZUYiGfeiywtLMNLkyNFTpWI6D4vOgyRK2omKaHpzCJuGGdo5p8xRKDvLsKEOEOJyM4zPU7Zwb5eHN/IVvkeuwfneWG0PjWEYF7Q0J5qemWAJUw0ukOo5vdIgLF3sIGy7js0usV6SINR0iViqQK2yxNDvBqmYQra2j0qdRtqx7eXbfdeOE/5uE6QthGFvM3F5kfHSMpZUiidZmAj4P/mAFITOHK6uoFLh24QNkf5jO9AHU0DL5YonFqTEw/FTX1hL2qruu70VA9ThxXYqFHNlslq2yizcQIBjwo0ouhXyOfNEiVFGBrny9bbKOVWLl7hxXBic4ePQEscBXea3jkt9YYXLsJhk9yYn9qYe4x094EB7TwBuu5MDBw6RqggxdPEP/4jJLegWKLOOUitj3EpSLpSKK14dp+GhIt7C+MErPhRVqk3VkFudYmZukMt5Asj5B2CfyqHYau7TJ9d5PuTY4RzCWoLxWZvL2DAXPJpOLSRLJZrq7HHIOOJJOVXU1Bc2D7glQVRNjdXaYoWwRRdGw8xmuXlkmGArT1NpKhVesXD7aXHLZVYq2hC9SS9cRE/PGEJmlWVabEzS0dlLR7KGxvgqnlCN76yojU3c4kKqiPtXI8tRN+tdKGB4PhfUlrvYuUlFZRWNzM6FH8JXvN2F3tHJXcFlbHOfcuQuM3Z6nZLuYwWo6njjK4fY4U0PXuDqa4aXXXqcm8DUDKrtEZvE2vzr3IfG93V8xoOJehfmLjPpdTuxPfa1zEB42iVhDGnNhjrXVFVb1EssrG0j4qayqIVfcYHFumuGJBN6tZcYnF0nuOYkmgV3O0fPxJ3iTrXisBTbKPsxClrnZRXzBiAiodiJJIZZs4bCnGlnV2FqdB0kCRUNVoLC5ztTMHdKHjlDthZl+l0QqhqFr2Ftr9PcPofjDGHaeQj6HIylszc/gjSVFQPXIc1mdH+PK+ArV9U20xH3gWmxsFikWC5RWZhhedPH7VKStFWaXS9TsC6DIMlZhjavXBvFE4yj5DMViEatUpjg/i6+qjpAn8F037lshAqrHhsXw5XP0Tqxz6MhJOhpCDPYNMDvcz/rCEL3nf8nIok1RC/Lai08ydf0i5z/tQwo18NwLz9NWF+DKB+dYKpRZW11m01Jp7zrC0Y49lLPz9H76CTdvzSPrEsvZDSzbobAyz/mzv6JvdJ6q1H5OnnySkJ3h8uUh7q6u4I/X09jYiLE5x6eX+snkS5Q2FyikH/06LbuHRHW6k2MbDiMDPfT3lDCDUdr372NPY5ytsI7t9nP57C9xZZ2a5AG6D6e3Xw0tTLBoV3Kyqx11w09v3wiz2QKpvU2E/A83YVz4dsiah3RbB6k929W+15duo5p+1o06krVR7JxGfbWXKx+9jytrRBIHeKI9ic9UyUxOUdAipJubCbLO0PAwc8tb1CZSRIPienj0SVTWNVGXyTHa/wk3Llt4glH2HTpEqiZKTivine3jFz8fw5V1qjtO8WR7AkOTWZqaoGjGaGtpwSiGGBweY3G1SH1jC5GA8V037FsjAqrHhkxFNIa7fovRoWGiFUc4eOIZAh6N7J1JVmfGWHWyNDXEyc6Ocv7iIE1d3awMXuDff2rxNz86zdjAFQbWZPYeaIHZcS79uohr57HmBvno2jT7uvaxOTdEPmfh2CVGes9xbWaLfQfa6P/4LGdklUM1Dlcv9VAK1HByf4T1qUH6rvRRDCZoqPXS+8kgRvq7/q2E+ym6n/aubhr3dmE727VnDMNAVWQ8sSRPRmJ0Fcu4koyuGxiGhgQEa1v53isteDwGRFp5pipJ2QHD9GDqYjViJ5IkGVWTf/NgqIyneaoqiYOCrqgQiNB5/DSth0u4SGi6ganrSBJUJts5FXdRNQ2ZGBVVCUq2i24YeHbR1vmdS8IMVNJ55DitHYexbAdV1TFMA01V8NSmOPV87XYNst8ZC6pS+3m2XkLXVSQnQqQmRdl2MQwTcxf1vQioHhsKLd0v8veVST7+8Cxv/Ns/UTRjnHzuDzh9uIHm5iamN+Zp39dOlFU69gzy3rs/4+7SIkUDNgtFypZCS3sXp549zup1l/dvLDA4Ooy3kKWi9Tjfe+UYUzdCXJ/5BbKikdp/lOStNzjz7hXmpm6Tru6kLRTA9MVoP9jN0X2NXDgzQlYO8/LLf0xSy2Bnpxn8rn8q4bdIkoSqG/j1L84kJUXBULwYX7LAoGgG/s/GSlnHHxSv+B43sqJiKvc9JiQJ3fCgG54vHKtqBupvnp0KvoCG71s5S+FhkSQZzTDRvuSGlxQV06vyZWuNqm5+HkwoCn5td44FIqB6TLhWgYGeyxTMCM++/te89P1V3vvZmwxf7qG60ovEdhXc/MYKfdf+m3954yZ/8Xc/+vzTOQBI96q2A7jblY4BSZFAcrEsC8uycF2H8tYqb/7kH7nstPDK6z9k+Ox/kb1Xe0hCQpJkkKTt3V4yOLaNLVnY9jfz4VBJllA9Krpv98yGvg7Np6KaokT9l1EMBc2nom/tnmtIVrfvU+HB7aTrR/Op2+O68FCJgOoxIckKxewsH3x4kUhtgnhYYyaTw1+ZoDIcJJ81KOfWGLgxTLViEg77KG+usbS8gqNsfzpH1XTce58OUBQVTdOJxhJUb8lMXfmUN99eo5S5zZatIssKXn+YQFkll82wulHEthyQFTRdQ1VlFMNHqq6W8ZFbfPDOWyQjMmMzWfTow3+gR1vDvPrPpykXrP//4F1MksEI6hjGzs5r+CZKMhz9hwMc+GELjrV7ah1XpAPoAW1Xlrh4mB9Ghp11/UgyVKSD6F7tYX5Sddf43+4XUSn9MVIqrDMxfINr/TdZyhaprm+mq+sgTXUR1han6Om5xJob4uTxTkYvf0T/9Drpxjjr6zZPnexm4cYNpEiCPW0pCnNDjCysU5ncQ4Pf5nrvZUZnV4jU1mE5Nr936jkCxXnOvPs+GTdIddDBDTXSVuNhaWGDykSK9vYkFDeYGB7gytUhCrKX2pgPqtr4wyOt4j4WBEEQHguSJEkioBIEQRAEQXgAkiRJD3fNUxAEQRAEYRcSAZUgCIIgCMIDEgGVIAiCIAjCAxIBlSAIgiAIwgMSAZUgCIIgCMIDEgGVIAiCIAjCA/ofxDiqeDUMoXYAAAAASUVORK5CYII=)
Source: De Bortoli, L., Underwood, C., & Thomson, S. (2023) PISA 2022. Reporting Australia’s results. Volume I: Student performance and equity in education, ACER, p. xxviii.
1.10According to ACER, Australian students’ performance has remained steady since the previous PISA cycle, despite the disruption caused by the pandemic, while the average score across OECD countries fell for mathematics and reading. ACER noted that the ‘fall in the achievement of many countries that were previously above or on par with Australia means that Australian students’ performance is now below that of only nine other countries in mathematics (compared to 22 in 2018), and eight other countries in reading and science’ (seeFigure 1.2).
Figure 1.2International comparisons
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)
Source: De Bortoli, L., Underwood, C., & Thomson, S. (2023) PISA 2022. Reporting Australia’s results. Volume I: Student performance and equity in education, ACER, p. xviii.
1.11However, the proportion of Australian students that attained the National Proficient Standard decreased in maths, science and reading for the first time since they were included as major domains (see Figure 1.3). Just over half of Australian students achieved the National Proficient Standard in each domain: 51 per cent in mathematics, 58 per cent in science, and 57 per cent in reading.
Figure 1.3 Between the first time a subject was a major domain and 2022
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)
Source: De Bortoli, L., Underwood, C., & Thomson, S. (2023) PISA 2022. Reporting Australia’s results. Volume I: Student performance and equity in education, ACER, p. xxi.
1.12While Australia’s relative performance has remained mostly unchanged over the last two cycles, Australian students’ overall performance has actually been in steady decline over the past two decades, with maths dropping 37 points since 2003 from 524 to 487, science falling 20points, from 527 to 507 since 2006, and reading down 30 points, from 528 to 498 since 2000 (see Figure 1.4).
Figure 1.4Australia's PISA performance over time
![](data:image/png;base64,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)
Source: De Bortoli, L., Underwood, C., & Thomson, S. (2023) PISA 2022. Reporting Australia’s results. Volume I: Student performance and equity in education, ACER, p. xx.
Disciplinary climate
1.13Consistent with the previous survey, the 2022 PISA questionnaires considered several aspects of school climate. This included whether students feel supported in their learning and if the disciplinary climate in mathematics classes allows students to concentrate on learning.
1.14Australian students were asked how often—never or hardly ever, some lessons, most lessons, every lesson—certain things happen in their mathematics classes. This included asking whether students do not listen to what the teacher says and whether there is noise and disorder in the classroom.
1.15Overall, Australia ranked 33 out of the 37 OECD countries that participated in the survey, with only Greece, Sweden, Chile and New Zealand having a lower average index of disciplinary climate than Australia (see Figure 1.5). Australian students reported similar levels of disciplinary climate in their classes as France, and a notably less favourable disciplinary climate than the OECD average.
1.16Although the Australian education system was reported as being resilient following COVID-19, the share of Australian students who reported that they could not work well in some or every mathematics lesson increased by over 10percentage points between 2012 and 2022.
1.17In addition, the share of students in schools whose principal reported that instruction is hindered by a lack of teaching staff increased in 58 countries between 2018 and 2022, and by more than 30 points in Australia. Around 40percent of Australian students reported that they get distracted by using digital devices in mathematics lessons, while over 30 per cent get distracted by other students who are using digital devices.
Figure 1.5Average index of disciplinary climate by jurisdiction
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TkH2PHqgt08u1FJ92TTP94HqetxrJouDcARlbOmFdEc2zdUr5eFkWzoGF0dFEQu2o3VYujlJGbcI79q9ZhZdSYth1MCfvyUxZ/ewnv2bPpZgvoGWBiqU/mLUeMSMbSrSnNPZ0x0kvl/LqVbNa2o/7okdjfPsi6D78l0bUTfYe7EPn1RpZcLENvwxQ62yRyctVigu1aMXjaKBRFp9gzLx6phTMOAU0QHdhPCxU56eFcOa2lWc/h1OMmIcd3cyawGw3sPVEYF3Ji5VrC6Yy/b0/UsaEc/mE1sT4foNWNZ/9Hn/LVCWPGzOiDQcYlDq2ex7U0DWbvjqLs2lF2rd9J2S4Ft1PSqPC1Y+SoRrj5+qFTBJQkcHzTT6w8mYLOtx8RYHuTFe/PZHOYB5NXDEH/0h62fX2IXDNv2nc34vLiBXy9s4h+k/tjSzKHv5zFt3HFKGZ9Tnvnuj6PdcBAjrFWTfqlVfxv5HbAnjYDR9J/oC+V0gRsDQ2QYIprSz98Xc3RM5Lj3twPvWKg8AYH1u1g8bkC5Jun09kmkdOrlnDYrg2Dp43CWnueXfNvoGfbAIe2hWybPZdvf6zk5bWv4ZJdScSWyOogpJg6NMSnjSGFaiD7BAve/YyoXAtmr3gBvbRrHN+8iIul5qjVhRTYvULPbjrsmL+AH0NsGbViCO5RRUTsyX74caImM/YQy98ewk/6cDdvaCkj5vB61u8r5XSwMTHJGjpKPPHQSebIpoVEV5qTn59LqftEBo225cCk99kQXZ/hC/tReWofez+5SrG+guF9rYgL3sTmX9I5fsKMm7GFeAxszAuPJwEDmXlD+g0cwI6Qz7l0M5vuM/cR6GoEqjySz+zhl7On0E+I48Y5PUrTk0jPKeLE5XgmdW2HuTydPR+tIV6roiArjYyscm6n56Hmzv0VB3rOXMtXjjIMzR1QABTE8uvpa1S6DqCNmyW61eNYLNtPYdlqLzYsnMSuAwByLkfu5uLUdbw7qDlOgI7UGu+O3fF1yiD0YQekraDoxkn2p5Ty/NSXGNLbgiNnjnKgekigRZt3Gd93EfNP7uJKSmvMLh3mdKY7fcZ0oamt6FcX/j0MzLx5cd7ndHEwQGFdQeTaY7+9mBvF2agcVIabWJJqjb1XXyZ92h/rwkNcuHieG+5d+bh3IC1dLnEauF7TDqJD2XY0hOj2k9g4rD8Wd8dMZHApygNTrmDv2ZbOzetjYpj5Wz1VCcln97On2ICBfYbwQu9G1I85QsjX33D47Bg69wfQx1jRlm6BPaH0Ivs3nyQ2PpUiVROManFshvD3VRTnc/3wZkLlHgzsM56BbCLmyvccDb3Oi+09sPL7hFE9NrHy1AEic1oii7hKdIojfuN8sE0NZcbh08Sn67J+QTi6qkKykpRIzS4QkzaweiyPJS3HfskXbZ2RmzhgLzUkWRXNjgXbSNGUkpuWSrZSTlp+MdqSULaGxaPfdyajencngZsc5WpVoLEX2H0smIjYAgoWX0efMrKTyyjX/MrVhFzaO1vU4VmsI/VHsnJ/G3bM68HKAwB6nLt4mCtxM3l7TGOcjIzQQYFXl/741QNUmVQqr/Lj4j1kVBSRnZpGToETmWXl1Q1K736fDWRRHPhud9X32eoWe0PDyeoxl7G9+6JOKmI/v1AGgAxzRSU3D21l78VYyspzSSOP/HNRKAEbAIxx9RvLa2P74WxhhWvWGoJCrlHW911G9e5OhlkK+7nwBweqi8K+Ff0mTqWNJYARVq62GHBnYJgTPWeu5itHGUaW5pRe2wyY4tlvGmMGdcDSzBr366t55XwcRiNmMbL382SbFhMT+h5nQnvTvUOf6nbs6Pzh93zprIu+mSMPfqL+wWLcUoxbtKOLlTUxMZZ4t3euSp+0WipKiykxrU/A2Bm8OsD3blolM7OFMx/Tb9wm9MwH89GWIRRtXsKyhYkPtC3HvmEzGrv9tqUgLpKriVrqBfpgaWbInalOZcZ2+PR4mY9bdOMdFeRf3MDsL5az/Ugo43t5/uWj0Wo0pMVHoZJKkRoZ/n6wqJ4F/QYNYeaZ05w4doXGEcFoHTrS1LMB+rqPct4E4cnSlZnh6NmMxk4ACUTd+2LLKez/0Yjx/WZxIyeB6OjrJBUkMbpnQ/LystEay5Hr6vKHUwmXlVCkqUCrsLon+foL7lwb9PWQyQ3RwwBDEyk6uvkUldwZfKGDVKrA1FRKAQBqNBUaKsVjyE8NVXEsYccvUJKuy645QzlKEXlKFdpT50ic2AMrG2ue79uPBZ+FErIvFOPQY5T79KO1dyPk2cEUajVU1nuFud+Px6G6TR09OWbmEiLPA+hj6eqFV5P6GMsgbfcURkw7jL3PK3yw0I/4L+exZkt1AqBWVf2EVpgi/12gpRRXqNE49+PDVUE0lFdd9SVSPUzM/6O3IPUs8WjRnkkroxhWAiVxJ/lu0Uz2hJxlQIDl/WXL8ri8ZQavz7tAk16vM3NqQ67MmsuqPfcWktz9Ple9IxVoKjRkJsVRqCoDc1OMgbx7q6T+ytIvZvLddl1eW/81vRsmsbTlqAc6T2QYWzrh0bgZ9U0g/dItSrQaJDW9zzXSQU9uiYtXMxrXOK+z0T05SDEx1wD0MLN1p0HjZtgZAieLyJdIMDYzxhApMn0D9OVlqFSlVNwd7yrHrmEzGtd7WBT/hJ4ehjq66KCHTFp9yTaUY9uiA23zrnHz+jVyccXJxZX0bUNYHZIBZbmkl1RgNGgA3S3NkWrL+PMJJW4TdvgokXpt6dmhMVYGv/15OLcskBGrr6KwrdqPvqQArSqfDs2bITfwpH7rmtrLIjtLSdk9z7vqyGS4tOtBg5ISitMyqsen3M+g38eMd07ll9kfsDpSi0+XQTSv9w9yWEH4M6m3SVSp0OKFy90fJCUUFd4m94962B9G3xyHdu+zN6uUGzeusuAVF3KzstB1aICXUz3MUlJJK/uTaVd8WtNdYYXRjhWsj7v3BWNMrWywcHhIvTvXhthkUi5EkEIUV05kUpgXSKcO4vHIZ0Vx9BFCrljSYfASfo6KIzQqhI96tsXiyhFORRcDoOgzjWGOKezfuoqTKda07NEPb1c9JC3b08vEDFnkIg7HV13TjcsTCd78Iedu1/znSlOSS6ZMjk3v5+lkZkSFVkXxnRedPWimo4M2OpbUBys29sXP2h7FrbUcjLbGycUVK2M4v24UR+L/m7+qk9b1pfn/TmBsVXXuTY0kqEvSaVrfAzvrprg00UPnzqmp1KIqyiXbWIF7N39ay2WotOq/NO2DdfOO+BiboXszlqQHX6woQ5mbS1H79nRv1BgPSu97IrMmdu174CuV1fw+PyldevGCWk3ZjmOEk0tqTATRYU1o2LApNtZ/rYl/mD3oYWxjj4OzBBO9O0mRIe4d3+CzX0xZ/umXfBC48W7pHrN1ofsylg47wuebxtB5jwJLY2Psne0wM9JHBylyKyccnW0wuicyTXIcl2NjcGnTCzeH+4fV6evqkLL6FTp/d2eLE32mh/Bqv9aYG0CP4QNYu/AyX77Sg3OTvmZ6l950eymCn9e/zZD1VTVsnO0w0tPHwnci7044zyc/vEH/H6qbc+6Esd6dHgEPBo8bwNLJO7DUe5GePf0w/WcnUBBqUMT1nYv5eulGbuQBNGVmyGI6IaPCohdDpv7IJz+uY2rPdVXFnethZihFIpFibOOCg9Yaw7t/P6QYmFli6+yAwkiPjN1v8eKXxyhWVf9Es/Jk0JuzGfKcJ0qLDK5lfsPsFzsxG8DZBXsHBXroIDM0w9rZCQszObqS5ozd9R2avpNYO9iTtQBmzvhN+poPW7bC18+x6vsVN5U1HzTEzMkZR60tcl1D3FsO560FqSxeMoNhBwDq8dr2eQQ4WAIGWDg7Y2drhgxd9E0ssHV2xNzUEF2xutdTI2z/JiQdWvPcsIDq6QS86PVaP07lb2HH/lCCOg1CqtcQv56t2L8hiooWg2jp3bD6Tkkb3jxxDOdJfVk4xZPD1W06tx3IG1Id9EyssHF0qP68V71m3etT5pztzsqlQ+m8xQZ7wMHZHRN9KRKXUcz7IoSh8xYy1PcLSgtzyNVxJVBXBwneDN/wEzYfj+aLT9rSeVZVe1YN2jBuSO2es38LqbEtpgcm0fnAnS2WtB26kc9eH0wDU7Ds3QvXi7tZO9iT/a9u4Lv+7/HhjZF8P2cARxyccCzV4OBsjVyqAxhg7uxy9/uMkTk2d77PDr2Y+tE5Ij5Zx4gW1X+8nZ1oZWGM1KUrr4wYROqS73m93ybwakJTZxfKHRToIUFX3wRLBydU5sbc6ffh3ve5xcLq9txpZGbI71NpKaa2tlREHWBW7wNUv+20Gbect4d5V+cgtvfkIBKkhqZYOThict+1qDuzQr5g8vBFTG7xI2CJ76S3GP1yV6zIxNDCAQdng4dM2VPdcmVl1YPpwcHBfPbFon/fUkTachJCvuPLNSdo9do8hnapX4fzcamIWD6EF5Yk0mPSUj572497O6rFUkSC8GSJpYiER1NOXkI0aYUaKMnk7I8LWHxKzrjZcxnbu+mf3q4SSxEJj9u6lUuxNJIxZcoUyb///llFIYVFalx8etOyvkMdT4aaS3yGPoGDA+k94P7kSxAEQfi3UXLtpwVsjrgz3qQBr45/kZf+QvIlCE/avz8B07PEu+/bePet60AA7Ok35yf61XUYgiAIwl9gQ+f3vqdzXYchCDWQ5uZWPXZZWFjIzRsRfDJjWh2H9PTKz8tjwdyP0dMTz8sLwpOgKisV1yih1pwPPUVSQhznzpyq61CEZ8T1a+EM6BsAgFRPr+rRW6lUiqW5gi7tW9ZlbE+1PT9voWNrX+Ry0bktCE/Cjxt1xTVKqDW342/i5elBixYt/rywIPwFqsIcdHWrHg2QGhtXPXtiaGiIi4sLo0ePrsvYnmqzZs1i2LBhKBRiEL4gPAlBQUHiGiXUmvDwcPz9/QkMDKzrUIRnhFL52yRX/2weMEEQBEEQBOGRiQRMEARBEIRnS+p5Ph8/nBFzfyG++M+LP35nmePTkKAjDy/xH0jA1GwZJcdMoUBh5sJzr35FSHoFlWgpj93E6OaeWCoU2NkF8M0NFVq0JJ1Zz+gOJlV1TJoxZXskeeWVgJo1L9/f1vmsCirr+hAFodbkcHD2QFq4mGCgM5wDf15BEJ6oitI8rp/8kS8mfcDJrJrLVGpKiNw+hWYmChRm7vR9ezVXcjVUatUUH5mDg4MNCoUN9RtNJ7ik/I9XghD+9Sq1WYQcPEqRcU/ee2sg7kZayqPXEmBnh0KhwLXBi2yKrel91qK68Q1+xgoUCks8m49me4IaLVpu7p5DH19TFAoFCpPWzDqTg4ZKSrJjmT/AqCovMK3PCzO2EJWvoZJ2fHx1LdoBr3FIVfMn6j+QgJ0jSf49N5VKlHH7eaFhAfv3hVGoTmLzwo04T99BSraSmz+04rsZK4gpLyRPa88L086QolSiPP8Ol7fuJyKnEDhHgcMWbt3T1uHj1/7CUkqC8KywpNfMX7iUdJR3XKqWxdVqSki9GU54eNV/NxPTKS4HKCb9ZirJSVcIDw/nyrVIUpTlgIaSvDRiIn6rk5BbvVJcuZLka/HExlZtvx6fRkGZ5qHRCEL4+km8OP5T9v9uTZvfqJRhbNsayXvnlSijf6abIpnDp66Rn7SHV/9Xyvc3ElFmJ3LiCymfT91Mkrr24hceNy1FSbcIjUvENKArPmaAOp61c9fR6oebKJVKTi/yYuPCzcQ/+D6Xx7Bixnd0OahEmZ3CjunObPnmZ5LUWaRrWjJ1aTjpSiXKkGFs+HgDiWgor0zGot0u4pRKlFHr8KqI48yVhOq1LzsxdXkaK1dcp/x3cT4N84D9Y514f0XV/2nkRljZ2iGRytDNjSZMFcDA5jboSUGn7WBGLZ3D1awgBvs9T7Pq2iprW7zNVJhJJEAnpiy8vy25TFrDUgeC8N9RoUph94IgtsYAmhJMPQKY+O479PCOYvVL35LSPYGbF7VI9KBpwDxmv9GMnPD9LF+2kfAcQJWJXc+VLJ/tR2XqIeb22EDRwGJuRxQEOI/qAAAgAElEQVShsX+et959k4Ht7JHV9YEK/0qtJm7gUNuD/LzuzEPLqFMuc9NoFBMaAdSng4sJ53JTyUlXcruJG/V1dUGqi1mr3gTs3ER07mjcbB/anPCvpiI3K47yLEM6NnKp2pR9nV/Vg3mnbdVU7nfe5+vZo/Gwv6dq1lVOaUYxvxOAHjbN/el86gjRuUPpObDP3WJlDk60Mc7DACkKa3/GTa/aXmFihpOVFXa6d5YvBJeeA5CNOUliUFMaPBDpfyABq1ZeTNy5UM6kltCujxNG5Px5HWU8+7aeRtnKHzvje+b2UuXfbat7W3uMnlzUgvCvp2dQjyHvzsTgXCKUphKy4xbnLkbSxlsXSMRp0C5WLjRCmXKCryYu4WCvdQxrHcCwN6zwTcqD3LMsm7uB87P9aE0FMnMpgR8E86LNLTZ+9D2JUTfJa2WPzX/naiXUFucWDC5eybJN3+Otr0upMokbedCoruMS/gE1ZcWV6Kp8cXF6As1nRbB1zWm0/YfjcO/24kzCj58hAn1aOJujd2e7ozMO0afIgP9mAqatUHHrxAa+v1BB6x4D6e9rCxl/XKc05RKHDhwlVNuK6S+3x9K46nRqVIVEHvmBreFaWvcYSI/GVrVwBILw71UWuZsFXx0j18UaewooU3NPb1UrmjWRArroGdTHpVEK2YmJnA07zMaLycgVRhhRjqH2Tj+yAXKDVtRzA7DGxVVGbmUJ5Wr+I1croVaZ+TLmw558s+caCeoKSpQxpGfWw1j8qhZqUBQbwpZfQriu6MPiEb/NDacuSOPcwR/ZG2dCn74BNHf5awsV/gfGgEHY95P4/Bz4BwQyqJ0bhgCmznjJznI5Oo8KDZRHnuCATjM8FJAbc5rVWzZzqbIxrw3phqel0d3bjGc2vMOyq3p326rbtSkFoY7k5ZKurRqbVRZzlN06Xfls1ixmTR5F+0bWVPyugobyshjSol1xMcnlbEImNp1eYc6sWcwa1gGZkbjBKDxesQc/Z/L605SUa5DaNMSl7AAXE4Dc21zLKEFtaoWpPpj5DGT6jI+Z8cEY2piV4d6rF17GdR298PdJ0TeUoNGLIu1OR4uZG02lJzgRWTUSqyjqV87KvHAzg+zrh1myfj2XkvJB4UEznQPsvwpoKsiLvky4fgOcTSEjfCeLfjxAgUNn3hnRGXv9ql+E5UXZHNj4CdtTrOnbvw89mtr/1vsFkJFOppstljVG+qxL28PXn3zPXsNb5F06xDeAR5ehjBsZyMCXmjHzqw95aVUFknwdfKZ+hZc0m4vB21m3/GcqHK9ydf93AHSevIp3Gp1j6acbOWEcTeb5fXwDeD0/ltFD+uFV09kVhGdKMZF71rDqp+MkZqVi8PKntAD0W4yg954PGBv4A1gYoo4zpVvbO3V+5YvhL7FWpoOunprmfebRoYkztllnWfPTVF7+QQ6eFugViwRM+HsitrzP1FWhpCbmYpYr5fWJrzKwUz2yIw/yY7Qdc4a0xcSyFb39fuSLMYF8p69B3qgnr73shbkMsk5+zdvLQyjVlGLh+zKTx7TEoq4PSvgH9DG3ckZmGcKlG6l0tnUAeQOGjmjG2x+MJFhRiW6pEa0/+IIGckhPu87xX2/g4htACxcvRo31YcKEQI7bgLTSCr/35uJemczBvT+x8bvz2Na/wqmfqlKsfjO3MaByFysWbCLSIoqEkG0A+A6ZzpuBbbGSQ9qJ/ZQ+/x6uNUQqqaysrAQIDg5m8eLF7Ny5s9ZOU61QZRF94zYl92wyNLfDyd4OI5Qkxt4mT6VGomOCk5cHltJyCrLSSE7L494HJBQujXEzyufmjduU3rNdbumIo601Rnrg5uZGeHi4mAlfeEZpKMq6TUp6LmWa6u+EhR6VWg3Zide4nQ/o62OoY4yltQUKiwjm+a7BbOmrdDYxQEeqh517Y2yMoLwwi9u3b5NfBpiZoSiUYuHjjLxcSWZ8GQpPO+RoKMrKolRHjpm5KXo6oFAo7ptJWhCK0m4Sk1F9VZYaY+vogI25nLLMGOJVFjRyNEdXUomqIJ24+ExUSDGxssfR3hIDXSjPSyQqKQ8tOpg5eeFu+Vv/RVBQkJgJ/ymkLU/j2PrVnEz0ZMQHL+FlApTnERuVRKG2El2ZGc4N3FHoVV+LlGVYWNlhZiiD8hxuXU+mGJDpm+NU3xUznTJy0m6Tll14X+++dT0fbHQyiI3JoOye7Sa27jjbmKGnG8ZHTktoduU7Xqz+XC1evBiAKVOmSJ79HjB9axr6Wj/kRQWujRQPZKZ6mNq60sS2pnzVGs+HtiUIzzpdjK1d8LJ2uW+rREcXa3dfav5mKHDz9sFXcf/6qHom1rh71VBDT4GD5737s0PcDRL+iLG9J772v99uZFOfpnf/JUHfzIFGvg6/K6dn7oqPeU3Xe+FppaNnS9ee/pz531JmL9bjs3cG4m5kjoeP+e/K6plY425y7wZLGvg+eEvLAEsnDyxrHNRvj1dNH0DOMsdnGFlfRTDQUq+G1/8LtyAFQagjbflfeNs/LyYIgvBY6SB168ysjZ3rMIZ2fHw17g9LSCsqqjrUNBoNJSUlJCQk1EZkz6SKigqSkpLELRJBeEK0Wq24Rgm1pqCggMzMTPGZEx6b3Nzcu8OUpNnZ2QDk5+dz6dIlRo8eXZexPdWys7OZNGkSUqnoWBSEJ6GkpERco4RaExMTw/nz59m8eXNdhyI8I1JSUhg1ahQAUjs7OwAsLCzo1KnTszcIvxa5ubmxd+9eMQhfEJ4QhUJBcHBwXYch/EeIQfjC43ZnED78R+YBEwRBEARB+DcRCZggCIIgCM8WZTwHN65h7b7LZKvqIoA49s75Hz9ef3gJkYAJgvAXFRO5Zyt7Tkf+dkFL28N7Lw5lyk836jQy4b8rL2ILkwMDCQx8hY+W7CGuuIZCWjWpF77nzcBAAgMDeferrUQ9sBywqvgM34wez67oWglbeKIKiTpzlDNn0pHb2GCoC2SdZPawIQQGBvLK2PmEPmw56MxjfBAYSGDgC4x982su5FZtTr2wlZmTqj4/gYFT+Dm2au45VUEmOz69s/1VPt90mvQyADPqtTPl+NhviHjIrkQCJgjCX6QmO+4mcbdzKNMC6Qd4M3ANhi+8wfA2v59fSRCevNvsWfY1+s8HETSqO6SGsSf0Fg/mYGXFoWycfZr6rwQRNH4giuhIgk9HkHu3RCo/v/sVe2MPE5NXu0cgPH6qrGRORlxHp8Pz9GnuiJE0h6PLPyfBezRBQUEMcI/lqzUn+X0OlsWBL2eR0j6IoDfH428TzTebQ8kjixtRhdh4DWRiUBBB3TXM/nwnqVRQUnKNG/HNGRUURNDQFiRcOsPJG7cpx5LGPcfxUqudrDqQXmOcIgETBOHRpR9gYt+VOMxfwbsv+NGqalE1ts8dipubG25uboz99iypRQBJrB06hK++moybW1tGTN1OTEEk66YOxbe6bL+vzgJQmHmWeb3d7rbxwodruVjztUsQIGEfezNfYtyr/vj3D6RPU0s0sddIKbq/mFajJDvZgQ4D/PHv1RVvazO0eQV3Vzs5PacH5zrO5cVmtX4EwmNXTk5qBBnJSnxaNcNECmReZHt0R8a+1hV/f3+6Dx+Cb/QeLmY+UDX9LJtvPseUt/zx796dHgN70TD6EFeyzWkf+DJjXnuZ5/z98R/XnzaJWZShi6lVe96YP5X+/v74D36eDg5WyAvLqARAgd84fxI3nyC1hkhFAiYIwqNJ28ubA1bi/OUKPvS3x1QGqLII2baeXy43ZeulBBISdtN46xI2Hr+FSlNB5u39fJ01iISEc/zwZTsS156g2GkchxISSEgIYeDpeXwdAyY27Zi+P4GEhAQSwn+hc+otjhwMreGXqiAAFaWoJGYY6QO6Ugxkuuhq1Gi09xeTm/Ri/CeljJRJkOi2YqXSHP9BHbAFkjaNYrbZFr58wa7qsyw85coozFOhW9QFn8bVb6hGRWmlCSYGVSmProERxpVlqDQPVNWoKMEMMzkgkSA1kCOvVFGukSI3MUYu10MHSPp5Iz95OFMPCbpSOQpLI3QB5bVLHM9ORmNqjH51kzKf5tQ7dY2apmQVCZggCI8gkY1fRqHXOIqQ85cpvHMFU5WRqy9H1q8/7SwAfOjUL5WckmI0WjA06MjH4/2ryqYkcS16G9M+GoinQoFC4cM7x04SHw/a/BTOLBqCiUKBwq0LH24RyZfwz5UVRLJ/pzlbKyupLAhhqFsBv4ZcQ3l+Gf0vdOG7IQ4o8/MpVmkpKy6kTK3980aF/xytuozCk18yZJ8vpxb0vru9UltBWewJ1uyOwKPNIJ7ztf1L7YkETBCER+DKKwunsmhdFHMNFzF03j5is1UgkaCr1VKZn09xBaAuIFepi45ODZcYmR4GjXowc/0p0rKUKJVKMmMv825bSNo1l9G723NeqUSZeYFlY3tQ4/JrggCgZ4qRNoO8YkCtokilpkKqj0wXijNjiEjORaOtpOzsRn5QNMZdDZjUo6WjkrSkK1xK1lDv+moGBDxHj159mbk9nQ2fTmJjmBgI9vSSoKMDlTpFqO48LCSVYyrJJqewKrGuKMojT2KMXFq1GHd8cjL5pWqQGWFKJpkFQGUl6qIC8nWMMJSCKj+dsF/mM/JHKfPnjcbbuKqPS1tRTvKlvXzx3W7y6wcSNNAHo3vDUZWhkutT02qQYsp2QRD+llZvbeb1D4bz8VeZvPZyd+rZ2WG3cy9rt+TgrAlnd4QvfgFWyHTL7q9o6057RykbD2xmbVE8jgrIPLaJ1NHbmODShCatiri5cyc3yxIIvpWCa5u6OT7hKeDSi/4uL7F6eSO62tzm1+tKXAN8cDSCa9++Rv/o0dz8ajj6DTrRZdk2vvihktbmOdwKq8CieSMa92nJjhfeBkBdomT3DF8Shm5knFjC9ClmgJmlGZWmwVy+XkTT5sZg3ZzBPktZs2IXBS0NUIbtJcb7VSZbQ+qxTUz56QajJ84h0LcNI3wXsfTLnWQ2KyftYjC3m47B27SAyxvmMfmnBPoPGEze5ZPsvgwe7fvhWvIrX8wI4rpnEJONkjm2Mxkbz7Y0r2+PoQyKLvxKalc/3GuIVCRggiD8Rfo4+rYFU0eMdQFs6Pf5ZgyXLCAstRvTnhvCKMMD/LQnmFig/ZtvEtjCAZlODr4DB2JgeqcdS5oFvIKybCeHzgdzC0C3H+NbgmXxcN6Nn8PPwRlgb0/zHt1o09gegzo6YuHfzp7eb00ncdkhglPl1G/zPP3b1UMO2LUYzHinxuhLdTB078eUDwpY8HMwwYBzy14E9G6J3T0fLB2pPvU7v4qFXV0di/B4yFA4Nsbd5QzRoWFkNvbHRt+CLhP+x435WwkOViM368i0UR2wAHBuTr9uDnhYywETur89l4g5Wwg+pYOZbUcmv9QahSYdzBvTs5GE7OiLBFdPVVLp1RdXaQnOjQKRkkBwcNWaoV56HjRyt8dQlsLeRVG0fP8DrGuIVFJZWVkJEBwczOLFi8VSRP+Am5sb4eHhYikiQXhCFAqFWOxeqDViKaKnVQnJIbtYvTEci4GvMLJHUyxqugf4RCVxbPF8fgrrxfQf+uFWvfXOUkRTpkyRiB4wQRAEQRCeIXKcW3ZnELbkGhshldRFDPoonPwYNfi35OtBIgETBEEQBOHZYmSDb+dudRiALS0HD/3DEtLU1KrpwXJycjhx4gS+vr61EdkzKTU1FT8/P3R1des6FEF4JhUWFoprlFBrbt++za5du5g1a1ZdhyI8I7KyspgwYQIAUju7qhGH5ubmdOrUiU2bNtVlbE81Hx8f9u7di5mZWV2HIgjPJFdXV4KDg+s6DOE/Yvr06XTq1Ik+ffrUdSjCM2LFihUYGFQ9/SG9M0+Pjo4OMplMDCD/B3R0dDAzMxPnUBCeEIlEIr5fQq3R19fHyMhIfOaEx8bQ0PDu/4uJWAVBqGNl5KXkUlLXYQiC8OyoKEOZlUlmXjF1s7BBGXkpSWT/wYVNDMIXBOGh1GXpRJ2NQ23limdTx/tneP6rSm9zJRo8mzk+ZD6vW2yfehKfrW8i5r8UHpVKGc/V8ESKkaKwc8OjvlPVAsz30GoqSLtxmlvZVf82sXWjfj03zKoX7Cu9fYVzt/JAV4bCzRtfZ1OEp5ma/Bsn+GrhzxS0H87UkV1xlGRw5cJN8jRapPpWeLZoirV+DVXL0rh09iYFSNCX29CgWSOs9KEkO4FbsQnklQIYU6+lLy4mUjTqMm5HnSWues00U/v6NHR3wljvFtunTias+bfMf9+TmvpQRQImCMJD5URsZvKE/bh0bMeERXPp8HfuxKTtZup7sPrQxIc8ju3NuK3e/yxQ4T+qgLAfPmLBQRkK43K0Vj4MmjiO3k0s71v6pUKVyZ6vP+aEuh6G6nzU+t4MnvgmvVrboI07xeqVaziVASYGpngF2okE7ClXUZzG8ZNn0HoFEvRKVxwNS4jbtYhPVmZgbAOVygrcJ8zlvQA35PfVLObWns/436pCrO0rqSzTo8mEj3mruwXXT/zM97tOo5SaoZuZh3rAx3w7oQU6+cnsWjKbM2pXDMpzKZe3Z+TbE+jm7c24rSsobfs/tgxay8QGxr+LUyRggiA8VNypwzi9/ha9OMCv4Vl08LcGUgldfwNFYHsaK+Soy24SvD6dJq93wTg5nKMHdnI1FcCGji/3wuTgUeJiVSz+rAhf/xfpY51HbGQUUco8EhJM6P16c3K3puAR1AuXwgRCNq3nTHrV/p1b9qJnl3aIv4dCjXJPs/WIlInfrud5RRK/fL+J6+cv06p+D5zu6d3QkcloO2IZw7v4YJJ1ia8+30F0QgpdWldwZuEWwr3H8N38LpjX3ZEIj00F+SlRXE/MwHlQe1zlQOENftiWSsC8FYxtZkzGr6uYsX47NzpNpaXJPVULrrF2cwZDvvmJUfXKiQ3+jkX79nCr7QhMPJ7jjZkj8WhgjSzpB/zHniJrQnMc5aZ0HrOcMR0aY5weyqzZ+7mVmo6ftwV6eDFipoKxay8wbF5XHnw8T4wBEwShZlkn2X3FlTEDW+Fo70568GlSSgHS+HX9cW4oqwY3qMtucuTbENIKbxN2LpiQRDUKhQJFfhghMUXo6BsglRpiqjDDWL+SrFun2bR5KxdT1SgUxujrpnB88SFiAHSkGJgoqurrF3Np5xGCw+IprsPTIPyL5d4iSdqFpk6AsQVuVqYYleRQoLq/mFRmTfO2ziTs/5agT7eQ5tCEjq1cMSm4ydGQmyivbGN2UBBTP5zJ9itipYWnm4r8nAy0ea74NrKs2lSUSqymFa3qyQAwdPPGuyKB1KIHqhamEK3tSMcGgK4upi6eNFQnkV5simcLH7waWCMD8rLSUVlbYokO+nJbmjWz4vrOZQR9vpNSL1/aNXW4O9zCooM/5scvkFBDpCIBEwShRmnHlhHt+Rrt3azx9GyEreQGV5L+IBXSFpGfFEXYsRxMfXox9n8fMqJVA1r26ISLazdenTSewS3tqFqrzYf+w8YRFDSQZtbGd7vi9aWmOJmrCA4OJvh0GKeOXOB6UhplD9+rIPw1ugZYufvg79cMO2U2t+OzKC4uQunciK6du+Dv70fzhhpOLfiecJGDPcU0qMtBp8IJ8yfx8Gr0LqavU/Ly5M6/9WjJ5Nh5+OLv1xTL1HRSUvK4+xtAYY5ZhpLCGpoStyAFQahBCgc37uf4tUja/6iHtryYXD1PXm82gK6eD6li7Eb34dNp2O0WId99yoB3rtHigx+Z2+LBgvpYKaywUsh/10TqgUW8trSc1xbOohGpHF5whprGyQrCI5MZYt+oA4ENPQlOW83lxETy3ACzBvj37U8zEz2KM70ouvQukalv4ytmnhAekPPraoLWJ+M3bATDWjv/9oKeMS7enXBp3JCDt5YTlZhKSXN35H+y/qToARME4fdOr2Kqcip7Q/azc+dOdu/fxcoJXhRHniIuGyCZpJQKAMpPH+cAUJJyhbMhe0hXdOGVWQuYP8GHlIw0KjRatOFxpPyF3Zar88hu041Bvr74WhmRo1KS+gQPU3jKuXalddkS9oQD2Qmci0kjx8IdO2MIXz2UVh9up6C0guLo9by7NKyqTmk2SQnFlEuMMHD2prPeJjadLgM0qEpvEnfVBQuRfD3F9DA0llBhcJbYO/f9rO99n0F5die7DNrhbQ0pZ9Yy/sMPOXw9G2yb0026kpXBQEU56WFHOCZvRSMrSDi2mDd/imbQmDGM6NAAI10d0KrIvLaRj1eHV+2nOIP4ODXIDJHJqvedEEeStxsONUQqEjBBEH7nyPYlDP5oNp3c3HBzc8PNrTF9AgIolVUQk+LE0DdNWTjADYlEgu32UgIAuaUlFXG/MsZdDxNre9osN2NY7yYYNnqD1wO+xM/EFv+F5/5wvzZdpzAu+jkMJBIkAW9y6mYF9WrnkIWnkcyHsdMGsKy5BIl1F7besmZgQBssdEBVkE5yThHaykqk9j7ormmNRCJBYuLHlnI3+g3qhL3MjbHfL6L8ZUckEhmubd7BZv4qAmr6ayk8JQywtmuMgb2Es9duVW2SujH2k7e58pI9EomE5m/FMOnDEbhJoaKsgMycHErKNSD14I2FUwntKkEiMyHgkzTGBQ3Gufg6x3Yd4tjiLxnUvh5GelJ0JBKCjkkxsHIm7+vmVZ8ts+c5YtOMfs+1wKx6AfCYXZthYM8ar2OSysrKSoDg4GAWL17Mzp07a+kkPXvc3NwIDw8XsyYLwhOiUChQKsUAHaF2BAUF4e/vT2BgYF2HIjwSJRe3rueX07p0n/YqnZyNkNV6d1MZeSl7+KDlZcZkfEa76q2LFy8GYMqUKRLRAyYIgiAIwjNEQcvuPahvn8Hxo+fJVP15jcfvFtunbqbh7t+SrweJQfiCIAiCIDxbrJsyesbcOgzAm3Fbf/nDEtKCggIASkpKiI2Nvds9Jjy6goICVqxYcd9im4IgPD4qlUpco4Rac/nyZQoLC0lIqGkWJ0F4dCdPnqRt26pF18QtSEEQBEEQhFomNTWtWuNDLpfj4eFBUFBQHYf09Fq8eDETJ04Ug/AF4QmZNWuWuEYJtSYhIUEMwheeGNEDJgiCIAiCUMtEAiYIz4yzfOj2IWf/dv0YNo5fzJ7rqVQ8xqgEQRBqXfpFFgeNZ8KXe0ksqYsAwviiUys+DH54CZGACcK/TioHP/+GdZvPk3t3WwIrAgfxQ9If1WvFR+Ef0UpdQOzJFbw3+yA5j7TfcgozlRSXa6h88KXieH6ZOwIvRfVC2QoFitc2A1AUsYKxE7eR/kdNa1SkX1jBW9N2kflIMQnCH0s/PY/2CgUKhTt9J33L1fzfl1GX5rN65J3PbgMGv7+RqAcW5yvN30lQQx+WhdVO3MKTlMv5oyfI1rRg9IieOP2fvfuOjqroGzj+TXY3ZbNJNr2SbEIgdIKEDhJ6ETBSBFEeeUCk2ALYQOWNoIIigogFKUaa9CJVaugdFgihBVhCGqmbvn3fP0INwfIIieB8zuEccu/M3N+9LJPZmbkzjkDKCnpX80OpVBJS5z+se9AWG8mL6KJUolR6UqfZSLbcrNgub5lCdOStz1Abpp8q28m7NDeZGQPu1IudY77nTCZABG9s+picHjHse8ClRANMEP5xLBh1egwG010NIQuG4mIMFitmk4GSgiIKC7VotVoKSvSYLXdSWq1mSgvz0Wq1aAuK0RnNYDFSUlhQdkyrpUhvvlmsGUNp0c3jhZQaTVjKh2PN4eTWdRy52pxl17Q3025nzJEzbMOMrigfbb4WbUEhJQYTJn0Jhfna29cqMVixYkZXmI9Wm4+2oIhSgxksJkqL7sRUeDMmq8VMadGt/AUU64xY7msRCgJgPsdPk3/mhe1atBfX0dXvOis2H0db7vNiMh8i02kO57VatIkLaSi9xIa9iRTdPG8sPcXM52ZyrmYBt/5rCI8rK8XJV9h1KQn7bp1o4WuHxJrCzx98StB359BqtcR/7MGXny4lpXxlZ7nGj6P/j/AVWrRZyfzyupyZ09eQZknjUlYIwz47RLpWi3ZLdyaP+ZErmDFSiF/rn7mo1aK9upNu+cnsOHiKAqQ4ujzDe5+rmf5j0v31KmIdMEF4zJSStG8pX72+lIy6mVxLLMa+0Wv8MGUYDf2PMtrtF3pmDiHhu1msOW7HwZTDvPb6KJ53OcuUid+x82omJgzUGPA9P45pjWOWmrjJsXy1+zpyiZ6cq7X4oPwl9SYMNnZIqtlTcFXNOfdAgn2fYsLpSCCZuV/OYudOCX0H7KP3iBj6mrfyxTe/kJALGPOoO3QzM4fDr1/PYtMBGSczD/DyazG84n+VGZ9+y5ZzKegxEBD9DQveb4tFs5cvJoxg20VH0DvRfOQExg/tQpBT5T9t4R/u6lYOObzLd5EAobSq6c+e7CTSChujdLmTzFHRhQ++L/u72d2D6oHVsJdIsAUMeddYMfkVzB9u49X1EYgFJx53OnIyz6PLkNKyXvWyQzdOstPwX8ZElS0R5db6efpuWczJGwMI9Lsra/pRfjO9yeedAOzxb96dLke2kZD1HF0H9b+dzBBeh67ydOyQ4OJel/4jqpObmoT67Dmu+3vSLNAdh5tpQ3sOwHbENq6+Gkb1cpGKBpggPHYKcQxpwMgvv6Sr6wmmDl3IsZQsavqWnVUoa9Nn7DukbgtlwpSeeBWd5MtXNmNoHM27L/tjxw02TnqHlT030zR5N+es0aw/MJRw50S+i17Ofe/wOvgQ3rAxJw5NZlrsehTVGxH1VG08nUJpER1J/4/eYYeTJ1/9/CJ+AEV+jPFuTHJWEWTv4eM3Z3DirW/o9/47nFocwGez+uJTcpYfYjaRo+rAW/1DkJPJhvdfY0mvA0Rd3sxJtxhmL+xFfeVVDmV6Iqno66Mg/FW6fC4dOMihvBJ6BHsi115lxS/fc7blMj5uDr+ur+oAhb1ZQv4AACAASURBVL/PSGmRFak+ElXQIyg+N4l187aR3WUggbeOleag/i2Ombu0PNW0K/X8XbC5dS4omMDEvaSDaIAJwuOpkIJsV/wVAO54ebgSVA2gGrWqm7hSaMT8oKGT9BQSZJlknNiLNskeAGlkJD66EvKyc8hv0pFw59+/ujKkGSOnrGUkoNk5k3m/bmLlzhRuRG5n4N0JizNRb17N7O3HKdCbsScTvamCnY0zMzhPOolnsyhKP1V2rHlz/Owd8QprTJONe1i7TE9CmJKAur4o7P7CoxKECph1BVw6sI4Vh3OJaN2TNrU8KNk3n0k7SxnReRcLFuk5mVhEwZ4NnArsQMMAsaC2cK/S1FPs2LSRTYZ2fPdGkzsnnANoP+QT2g+4xMIPf2bbAR/8o5vgJvn98kQDTBD+cexxcs3jWkYy+QVN8HCRkXd0LVuNDejp+SeLMJowZBdQAuDuicoriMZ9RzC0e23kMsg8vJBzTlLsbGTINOnk0ACPrEwuFxfe7jq/rSSb8xcS0Mjq0rWeF6r2bzKpfQrzer5CQSlgtWC6kUch4JeXxNojqYT2GMMbPesiT15E1Or9ZeWYzRgz8ykCfJRuVPMJIqDdQF7tHYmrPeQemscxqQljqR29P/scj+RdrJ79HbuuQWBQMK4+sofzeIUnh3sNgkzLSEgZQoAyF012AcXycFzsIeVAHL/kRPBG1/rIMHJk3TRWXXanSeue9Hq6Oo5AoVcjhrc0kJl2HYtRR1aBidLsdPJ1YiLY40uCnb0NFpmG7Byo4QEo/KkuWc6xK0YaNrSnVHOGM1IVrRWgvXKILWeziGjSjlrOgdS0Xc7+S28RFmqmIPkCF2VBtHOCnAvxLN+8jVRZC94f0Y4gBxlYTBRmnGCvxp/uLQPBVoqdvQ1gwXprHmJuDnn+7rhWEKlogAnCP44r9XtEcmjqSmJf2YitXELhhVLafPUxYUDqH2WXOODiVwtF2ifEfJjDy3278VLHYL6Km8LwlTZIJFB6zYZ+S/rRqlZjfH/7kWGDf8HFS0pmqoT695UHRaknWBz3NUsVt6oRe6o1G8PwGiBLb01Ny3DGvq3l2U7daBEhZ/Xajxm1Sg5BMmyNtmArRe77FH4F7zDm/Vz6936W3lE1mDlvJq9tsEUqg8JzJTy37Dn8Tu5k8sfrcPEAvVlF7fAQPBQ25aMSBHBvzYBOi5k6YjC/KAxYPBvQe2QjvO3h5ME4vrw4mGEd6mJJ38xXE77isHsU2RdPsnk+1OryCgO7d+S1MR0BMJZo+bVkKZrew3i6/FiR8BhxQOkVgMRjD8fO3qDF0z7gXJuX+vnz7rjX2esNVq2JkOGfUNsZMo8cYumGczhUa0qtiPoMGehDzKjB7PKzYtXZUXf4BGpIUtmxZh5f/3QCVd0rpBxdCUDnt+fQ1TGNTV9MZLnSEwwWHH1a0L9BDRQ3W1c3dm0mv+vrhFYQqWiACcI/jh1eNdrz0ggPEpOz0AEQRMvOtVBgJqBeW/q+CWUDey40GTSMOt5+OErcGLlmJIG2drjWbM0rH77HBZ0ftXz9CKv1EsOd6nMtrxgLIJFVp6WfA0plG/7zlgNnU4rB3R3vTi4EhXhyT8+5vRu1mz/H63ahpN9eT8eZ8NatCAQs3hEM/WQCp7XuBNUKo6ZdHxQ+dckqAvz9CYq0I9BGgiKoKUNjPyCxyIvqAX6EePbjFYdwrmQVYAaIVtE6yBkH++GMckgqe0NN7kfdBrXxdhJVlVARFxoP+JA3Ai9QiAzPoFrUq+mBHVDj2U+IKwrCyV6CjUddRn2+kBfvyulZPQhX+zs/S+ydaDHkRxoGVPY9CA+XBJeAGtQP8uXInoNcaRxNqJOc0E6vM0aiJtNkRubgT0RbFXLAu0FPxnlEERTiCjhQ45m3eU92klxscHAOJKJVNRwlBdTvPpLptTLR33Wl6t5SnF1a8+obcKUQwAG/mvWpF+JO2ayJBBZ8bKHn+oZU9A6RjdVa1lEWHx/PjBkzWLt27SN+OE8ulUqFWq0WWxEJwiOiVCrRarVVHYbwLxETEyO2InosmSg+t5Mvpiwm86mBjB/WhWryyo7hJN90H0FC95VMe70aiptHZ8yYAcDo0aNtxNdKQRAEQRCeIFKcwtsz7rtWmG1lONw3sbUy1OeVpVuxOrryoLafaIAJgiAIgvBksZXiUKVTF6Q4ulQ09f4Om+vXr1sBDh48yMsvv4y3t3elhPYkSklJwd/fH1tbscGAIDwKycnJBAU9isV9BOF+ubm5ODg4IJdX+viV8IQqKCjgrbfeIjY21kYaGFi2lJiXlxedO3cWc8D+BjEHTBAeLaVSiUYj1ioXKoeYAyY8bLfmgIHYC1IQBEEQBKHSiQaYIPzrFXHl0AnUJ5MpKXemtOAS+1ceJ/ORXj+N/fN3iz34BEF4eIrSOLRlPesPXERrrIoA0tg//0d2/E7FJibhC8K/ShJrxqmpM7kv4RWdLjjL4rXZtOvfCn97KcW5p9k0S0Pvvo0Rs0OFf6KCpM18P+s30pET1rQL0c+1JbDcLkJmQykHFo9j1SkABbWf7sGz3Zvje/vtuBx2f7cChwEjaOZeufELj0IxV4/sYOPqCwT0v1nT5R3nh8+Xcl5nRO7akP6j/0vDimYL5R7m64m/cBVbXH0a8/xrL1LXBbIStrDi1y1czAQIoMfbb9Ix0B5DcS57l0xk/dmy7KqWz9GvW1sCnAGSWB6zjOC1/Qmr4FKiB0wQ/lVS2P19PMn3HFMQ2vwpIhoFIS++wtbNarIMlbkViz+thrRFVYlXFJ4U6Wz6ZjJp/lFERQRwXb2LXw9dua8n12hQs3uHLQ2jooiq70HiwZ38pr6ODsja/TUDn3+RsZ+v4WxBVdyD8LDps6+z45ga22Y9GPB0TZSyXHbPnsQBWWOioqKoad7P1J8PkHtfzhx2fP0hh1yiiGrTHN/C/cxcdhQtOZxVa9BJqtMyKooonyuM/2IjGVjQl2Zw5Yo9EVFRRDUJIm3LLnadvEoJ/rQa8i7Rnj8xe0fFYwiiB0wQ/vWyOBAXzw2FB3YZqzl+YB+vdF+NU/QXrOwD+Slq5rwTxdij4NdmEO+PGEjDgKvMGbCTBktfpxkmMpP2sCmukDafdES/aR7fzFnNubyy0rvGbuD9KAfyM/Yz97XfuF7tAGr13WUlMWfAbhosfZ16OWoWvhfD0qSyvHV7vs7I//SlnlfVPR3hHyx1O5uS2zF6UjSNHLJwXbyQY5fOkt40lOp3LT0uc6jJix+8h39tH+z1lymZswNyCzEBzrU6M/J1b1Zei6uy2xAeJgN5GedIT80jvEsDlDIg5zRrT4fzwpRedAuSkxMOF7/axOmclkR53JU16zjLTjVg2Lxo2rsZSQmG9EXbScwbQ70Oz1HPToGbhxOSdlKW9rtCCTZ4ugbRc9TbuFfzwi5lN4cObSffaKRs8zRPooY1Zva8/WR2eO6+UQTRAyYI/3p6cjQppKaYqNOpI3UjBjLxhznEvVwfKMLokEpYlzjiZr5DnWtJ7FdfRkshVw9dvvkN0oq+KBNNQirFOFK9zYt89HUccXFxxH32HHuGfMY+rBh1Gi5eOERY9L1lFZF/uyxH11o8P/Fm3pnvEJCgZvuO44i174UKleaSbxuMtwtg54hSbo+dsQR9uQ5cidSDkNo+2ANFyVc4lZ2CyUWBHHDwqU2bp5sR6lIF8QuPgJ7C3CJsCpoSUefm8iGGQnKt/vi7lW2yJlP64GPRUmgol9VQQI41iCAPwNYWe1cPPMz5FBns8fTzwdPDCQmQFr+FPcF+VMMGqUyBr3Mhv34yANWzX2HbpCt9W4Vwa3Tb8almBO4+yZUKIhUNMEEQbpIgd3HBQe6Of1AwKk85oMDT8xnadVShatCKpxs7YCzKpaj0QWXYYp9xgPFDuxASEkJIqxg2X02jLHlZWU9H3VtW6V2bq9kaikhePbYsb8MefBC3k2SdnsocEBWeYDfUrFy1jdJq3YluHSR+AT6RrFgsYGN1QCZ7BMUfnkb3n6ux4ate3C5eGUrfD5ei2RGLz84N/LLlLIW3zslkyPQmTBUUJT5/giDcy2zGgvXPJMRsBqxgNRkxAqQcIPaTTXgN+pkcqxWrcRcjXSvahrZimhUf0OfnSE5arVjNSSx+o2eFk1cFAQBbKRL0GEyAxYLJYsFiI8HWBky6IvJLDFitVqxWKwXJJ/lm+jR2SLvy8dDmiA6vJ5eNDVhtTFhufXOzkSBDj8FUVq9ZTUYMSJHYgMWop7ikBKPZAjZSZOjQGQErWExGjDZl6cxGHVc3TiJqRjGTpw6lobM9WK1YTHpKdDebV67B1G9gD4ZC9Le+WJrNmKW2FTa2RANMEP51crmsVqNWq1GrE0hKzuV2J5TUBY+Us+w+pUZ9/fdmJMvx8L3Cno1q1CdOcGT7Po4ByJxwa1odf7t8ktVq1Ou3stFY0Xe/ikl9glB18gW1GnX8fuKTNFz/329UeNKF9qS78xzm/qJGvWsrm85kYgqpRzVnOP5tD2qOXkJ+qQlD3mWmj+7JatvujO3ozjW1mqTUXEqNYMi7xulT50gtLOT6uTNcTNFSJasWCA+JA85uciyKA6jP3azZfJvQO3gzPyw4hlqt5tDyxewJ7kETX0je8z0vjh7NxjNZ4N+SF4JX8MVsNerjx9j/6wZOBHciwkPH6RUTGDT/Ii8NaItfYQpn1GpSCwxkJS7i3Um/lNWn+3Zx8JwtLh7eONqXXVqvPsa1Ng0JrSBSMQlfEP5VPKn/jIX1sbFsAcCdhu270bhWdUKcPLH3asiwmLV8/PUU4tt9xIK+ftRuLaXsbW0ZnqHhhLp54GBbl0GftuHVb2KJlclwjmzHf5uF4OLTkH5NzzH7p++JXQq0aMHY7oF4YYOdvKwsl3Jl2dnaUrtzPbwBr5bDGHvqVWJj10FwMLVqNCQqyB27Knpawj9dEH3efof/+zCWWJyp1/55+jxdCyfALaw13RyDkElssOSdQmuOxDVxGbGxZTnr9XqTob3bozi9linf7qHE1xvmf0Fxp5GMf7UlYj+Tx5Ud7v518a92gMTDJ9GGN0cp86L72FiOvjWT2F0GnD1aMO6LjngBVs/qNGtoj5+rPaDk2Q8/5+CrscRul+AR+DSjJ7bFQ3+dk8UKqpsL2fDTdDbcvFLP2NW8ENyMBoUfEhu7CnCneb8hdG8VjgKAbHZ+f4iaL43Ct4JIbaxWqxUgPj6eGTNmiK2I/gaxFZEgPFpKpRKtVkzJFyqH2IrocVXM1Z2rmb/0AgH9/3NzKYrKjiGN/fNnsODXxrxz1zpgt7YiGj16tI3oARMEQRAE4QniREhkFB20Mm7YGLD8mSmtD50JXYEXPaZWvAgriCFIQRAEQRCeNC7ViOo9oAoDCKJDzDu/m0KakZEBQG5uLvv27SMqKqoyInsiZWRk0KNHD6RS0a4VhEehqKhI1FFCpUlKSmL79u23h40E4e9KSUnh5ZdfBkDq7l628ZWzszP169dn+vTpVRnbY6179+5MnjwZZ2fnqg5FEJ5Ibdq0Eb8MhUozdepUIiMjadeuXVWHIjwhFi9ejFxetkCs1M6u7P0imUyGq6srERERVRnbY83Ozo769euLSfiC8IhIJBJRRwmVxsvLi5CQEPGZEx6a+Pj4238X64AJglBJrJhNBnQlBrGyvSAIj5bFhK64mOJSA+YqmoRfWpBPye8sKicmKwmC8AAFaE4nY/INIcy7bDV7XV4qyek6XIMC8FI4/MVvcHquq7ez/VcL7Sf2qnBhQkH4q4xF6VxOuoEOCQp3X/wDvJBL7k1jtZjJvnaG1HwAKc6efgT4eeBwO52erKQUbIOq4yEWnXsCmCi+sJMvpiwm86mBjB/WhWrSPC6fT6bQYkUic6VajRCUFf1bG3K4lHidYkBm70ZgWDCuMtDnZ3A9LYMiPYAjfjXD8JFLwGqmJC8dTXI2BqS4+gTg7+2GveQMcweMIKH7Sqa9Xu3mumD3Eg0wQRAeYD8fthxJxrszWfpeLzwlhRxfO5l3Jlylz8KvGBkVjvwvleeAKrIHr0Q+onCFf6FSzq6J5e0ZFzA52OJZvxuvvjuC9qHO9/xyM5amsPC9gazM9MZOb4t38z68MWYwLas5YbxxjqMX1Kx8J46Gy35jiKrKbkZ4SMz6TPbsPoBF1YsxQ7tQTa7nxp7vGfP2DvLlZuysfnSbPJNRLb2wvyennvS9X/Pa6D0Y3GxwdAjl2U8+Z0gTZ87v+Jmv5q7iaokc23wZdcZ/y7R+NZCVZnBg0UdMWXgVk0SCX7uXGPPWABr7NuKNTbP5pMY41vWZy4t+DvfFKYYgBUF4ICfbuoTod7FAnYMh/QQnteAmDcT1VoKCRDbExREXF8cv67ZyKrUUfdYldm2I50xGPgYA0ti/cDG7LmnJz7jMqX1JaAF0GRzfuo5FN/NvSiwAk47cc7uIu3ls44FEMour6OaFf76CQyxefoNRy+OJ3zSHvrV0HN53gixDuXSSPFSd5rEpPp74jdNp41XC2TPXKAWKr+xjyaI1HM+uihsQHj4zBdcvcFKThneH1tRQACUXWTDnCO1mriU+Pp642CYcWbCMiyXlshYnMmfWEXosiid+5xa+frM2h5et43JpMVbPNrw1eQ3b4+OJX9afI7M3kW41UZB6mB0nHHhvdTzxG6bRRKrhyKkkis0AEQybYmXlnJNUVI2JBpggCA8kdwmhUdMgLi7/jUMX0nH2C6dBmN/Nb40a1n+4hP0aDRrNZU4d3MFvG+JJ1hZydd8qpsX9xvmcNI4s/D8W70oms6iUjPMH2DB3H2loSdi0jnUbDnLusgaNJp45S85ReHU3P035ka0JGjQaNTsWL+e3PZcoEJvzCRXJPM1Fu140qw64+hDu545LYQZ5unuT2TlE0HtYC5SA3mzCYidB6WCPHeDRYhjf/ziFfmJM/AmhQ5uVijnHn8i6PmWH8jUkmNrRrm7ZmKOiVguaG8+jyS+XVXuZU5ZudG8ASKS41WxEhP4S1wvciXi6JU81DMAOyNeV4OTphpvFgj77OpmKDjSoBniqaOxpi0mbx639uX3adcN1y36uVBCpGIIUBOHBpHKqVa+HzYb5/LSvOV2fDsfXKafsXNIWxn+zjhpvdSAIM/mpl7l8Xc9T3WcwYKSJrK9nMGPCWiyo+G/sONoGlXDh1gtAuUlsVGcR1G0wAzvXQi5JYccOE9qL61hjbsuCj0cQ6lTA3hkTiL90guyWNXBxfWCUgvDnFKZydNd+Ltv60KaWj9hj9IlkxqC3YmtU4enxCIq/totpi1Jp9XJn3ID0P0rv7oFbWiLl23ogGmCCIPwuKR7Va+PWoiYXjyuo+ZQ/ObdOpSST0Pk5JkU9dfNABxReQdRzA7miKX0ipDzz3nKUbx2gbVC5YgvySVcoCfdzuzlhOpAOHUCzqpSi8HqEOgG44OEHttpSjKbKuVvhyWXMT2PHsu9Zn12bF1/sRn3/iqZFC8KDadUr+GxJIp4t+/FKpxrA36uYxBCkIAi/S+LoS+M+b/L++N7UVd71nS2yBb2PL+aSbzTR0dF0blwNSfZxLuQCF39l0sHqjJn/Mz2PvsLUQ+UKdXYh4Eoip05ryDMAHGPSpH3YubrhvXk1u7OAwvMc2l9IXqE7jvfPXxUEqNaaRvof2XIGyLnO8as3yHMLxscJzix4hQ6TfqVQZ8KkK2TlVy+zuKQVbw/pSdNgdyp9b2ahkshwVNhgsj+GJvnmIc86tJCtZOXhsrHp/GOb2GwfSR1PSDu8mNGTJrHrQg54NaCN5Gfi9gEmA5kn49njGEFNd0je/QNvLzlKRPf+DO8WgZtUArYSHP1rEpi/jP0XgbREdqZZkHl643TrA5Z8jZQ61fCrIFLRABME4Q9IcXT1wCfA7d4hG0UnZq98ifXRKlQqFbVbjOCbzTbIMpYxImYVId178VzHaN78diwXB9Rj5IrUO3ndGjB8zDOUrnqP5jVVqFQ92OHggXfzIUwabsO4p1So6rbnF104XXp2xN+xsu9ZeCzYN+DFYa2Y00WFqlEfVicp6dSuEW4SKMlKIiElF7PFiu7SAr79Kp5Vk4bSrnkDwlQqBnyyksRsSFs3lnq12jFx3x7e7RBB9ITNiPn4jzMH3L1qYO9j4miipuyQLJiX3n6BE682QaVS0W38BZ5/rR/BMjAUZXE1JYX8UhPYhTL0w5fY10eFKqwug75KoffQXlTTX2Lvps1s+X42Y17qTMPwMEJUKibul+DiE0nnp935rJ0KVdMRJEpq8HSj6jjebF1ptqzC8kw7giuI1MZqtVqhbHXWGTNmsHbt2kp6SE8elUqFWq0WK+ELwiOiVCrRarVVHYbwLxETE0NUVBTR0dFVHYrwl+RwIG4Om0540WfiUBpV2a/keIbb/MIL1tnc2sH21lZqo0ePthE9YIIgCIIgPEE8aNm1E562h/lh7gaulV9uolIc44vWb+Ox607jqzwxCV8QBEEQhCeLb2NiZvxYhQFE8u6+Y7+bQlpSUtY01Ol0pKeniyHIv6GkpISNGzfi5ORU1aEIwhPJaDSKOkqoNJcvX8bRUUxAFB6eM2fOEB4eDoBUpyt7K8BoNJKdnX3PTt3CX6PT6di3bx/29vZ/nFgQhL/MZDKJOkqoNCkpKQCUlpZWcSTCkyIpKYnq1asDYhL+QyUm4QvCoyUm4QuVSUzCFx42MQlfEARBEAShCokGmCAID1EWB+JW8OuWBAr+dlkZ7Jr1y0MqSxCEf5WsBOI+/ZCP5u0itUpGkM8wZ8BzTDv84BSiASYIQjnHmNigDiqVisjWX6D+S3n15GhSSM8o4O/vn60jM+n6QypLeFJlHppOZ5UKlSqCAW//xNkHttYNXDuygflTZnHy7lHstHX8p14tVCoV9SJbM+evfeCFfyQtx3dsJyndh/Ydm+Jtzz3/zhHNR7I54wFZU1bQR6VCpQqjecex7MgsO6zZMYOX2pctOq1Sdef7hGIAdHkp/DD01nEVfcbPJzEboAZ9vxzIxV7jKb8RyC2iASYIQjkRvLP3M6KuRfHxpjeoV9XhCMIDXeGXz7+n3Vw16q2zaCy/xMrtpyksl8qsL2LzhPbU7zCC+ce16C23zqiZ2m8Jdb/bgfr4YVZN7MaecbM4W8l3ITxcpaka4i9dQtqhI22CnJDZZrBiYiyO435DrVaz8FUbpkxdx/1tsDQWvT8Ot6lq1Ef38mVfA9O/3UImaSRec6Pna8s4qFaj/iGSj9/7CQ1mDOY85DUnslWtRr17Ac3Tk9h58AyFOOAW+BxvjN7LzEXJFUQpGmCCINxHiqOrE/bY4+TiiJRSLu9ZyrSXe9GpS3OUyt7M2HeevIS5tFcqUSqV+IU3ZvwaDUbL3eWksWJkM/w8y9IEhIbzRbwOMynsmPE1w9s0pm59JUpXJ5q8vw0jYCnO4MhXfVG4KlEqGzDk+40kVdFTEB4DSevZafs+/+moRFkzgo51A1Cmn+N6uV4wib2CbhN3cHLjNPqFli8khNBgW5BIsKsWSoj4rfiY05GdcZaiVD1NG9RGagOkH2VD/mBG9fJFqVQS3G0QvbXbOJpeLmvqAdYUvsH7/ZQovbwJ7xBNp9x41Df86T7kZfr3aYafUolL+yh6W2wACS6e9fnPOy+ispdCQSFpHo44eihubtsmpd7zz1O6ciuaCiIVHzVBEP6EAtQ6F/r/32q02tXENEpj/DN76B0fT3z8TpZMHY7Nhq/Zek+F5k+/qevYunM38Tu38vP4nhyM/fZm78IVHJ4axrJ4LdoLS6i3egUb9JB9bSOzVwaxMUmLVnua+SOfIaxK7lf4d6jLK9NrsnbAs0RFdebFkVtQTXqJmlUdlvA3GCgptCDVtaZG9UdQfHEme+cu41DLWqhuHSu8zpbvYoh6azGutVrTsa7vnVXuQ8NQqa+QUkFRYiV8QRD+BFci6zShcR3/sh8TTrLZ8xrpsbFsv5nCO7wZjkYovpUlN4ldi+Yzcfd5XM1mDCVaTPS6ebIGNUJq4OUB0Ig29eeTfB0anUvgeLc+zPOqzHsT/rW0Z5g5N5vXt+2hhVxC9tnVTJ03h3PV36GBa1UHJ/zT6DIvcPi31fyQHsWK8U/fOeGqotfYufQacYG48QtY465g8LNNUEp+vzzRAyYIwl/n6U1ocFPenbWWtWvXsmrpAiYM7UyQy11pLq1j9FoZn/y0hLWrlzN/Yh98/6BYW3s5ztcyyAEoKiCrqID8R3cXwuPOORBv8ymuZgGlhWTkF6NzcEEug6yELSw9kITBZHlw/vQz7C40IikEbCXYe4Xgl3+A85mVdQPCw2eLVAYWSQb5t4aiHT0JsL3AhXQTAPqMK1yR+OLpCEVpiew8cIDk3FKQexFok0BCCmCxUHLjOtel3rg7QMF1NevXLWaZJph3X3uGEEcZWM2U5JznUEJW2XVkclyVErCYMN/62BXkU+jhTEX744geMEEQyklmy5SlHOcU0hk7CItpeX+S6u34oMEWpr4fS8MwMJeUYkRJu7GD7qQJaEH3lkv47cvP2CaBEtMNSv5gcMe1xtN0yotjfGwCfnbFnL1UQETrh3x7wpPDpx19myzgh/GxbFfmk2H0pM2gCPwcQf3bFN66OJiuEcFIMXJp1xy+W7Kbi5dyOPODClO/LjQNbM4bQV/xyWef8pSHDWZjGrbBw+jpV9U3JvzvHFB6+mDrvocTZ3OIbOEBynoM6Gzms0+mkBgqQX/tKpIu71FPCdnHtzJz+TkGj6xOUEQjBnefy8T3Y1GHmilJy8ThmTHUcsjiUNwsJi08y1Mt9Kz74SLrgOYvfUCk5QyLpmxlS1gA6IrIL6lGp5ohKGRl0eTu20lO5xe4b+ohogEmCMJ97HEPasfrP7XBQaHEHhkuNZvSyaUUH/mtNIF0eDsW/cr9ZN7M4xXUiCY+bhRHd6amwgtFoDdv9ctm26lcsgK2WgAAIABJREFUTNgiC+7KgFYuBOKGZ+cO+ONKWYeZB21efxOjNzg7tOG/4/TsSMgFNzea1PUirG4Yiqp5EMI/njtthsZSuuUUWuxpHtaQJvX9sAdCu7zP1y3CkNtJsLEBuVsQjdo+Q6O2gJMPro4ybJzDeW7MKEq3ncJgsiBzaEDDDt2pLj5wjzEproG1qBPsw4ndB7nWsAfBcmca9H2PIdL9pBnN2NdpS4tn6uAM2NTuzJsvNyUsyAVwpNHACQyz208mNsgbdaZFl3AUNlqCm/dnvGsquruu5C6X4qJsw0t9izmvBXAkqEFTImv7UrYh4XkWfayl86ImVDSiLbYieojEVkSC8GiJrYiEyiS2InpcGcg9+Rtfz9yIoe1LvDWgNb4OlR3DORa++g77fD/h04kReN48evdWRKIHTBAEQRCEJ4gd7nXbMzK2HqV2StxkVRFDNTrETCEqsN7txld5ogEmCIIgCMKTxc4J3+CQKgxAgX+d31/GWpqcXLZCa2ZmJhs3bhTDZ39DQUEBwcHB2NjYVHUogvBEys/PF3WUUGlKS0uZM2cOMlmVdKEITyC9Xs97770HgDQoKAiAK1eu8Mwzz4g5YH+DmAMmCI+WmAMmVCYxB0x42G7NAQOxDpggCIIgCEKlEw0wQRCq2A2OrzxS4VYdgiAI/5PiTNR7drLzxFUKjFURwA2Or1zKgd+p2MQkfEEQyklj9/drOKm/U2u5+FWndaee1HS/P7Uh6yQ7TjjydJdaFa72/MeKSU9MxfF/DVf4VytOOcjqlYfJwYHAOs14um0jvO0rSmlGm3qZq1e1+EY2xa/csgRG/SX2/LwXZa8hNP6jLRuEfzgdaad2s3rBQeTdB9GgLlB4njULt3PNYMJBEUaHAT2oUdF6bwVnWTZ/G+nYonAPp32fLoQ6gfbKIXbuPURyHoAXrQb2o4m33V0Zi0g+eZhLue40aNEIL3kx6Ym/sX6bF0GzOxBYwaVED5ggCOVcYc24VZz7k6n1aXtYsOQ4BX+c9AFC6THhOer8z/mFf68sdv44iV3XgMJUdm/ZwKaTKfcslglgMelJ+HUqo2PGM33+Vq6VlC8nh11fT2fWjxOJv1Y5kQuPjkGbws5Dx6BRL4Y80whP+wKOL5nCijOlAOSeWMX0VacqqLO0HP4pluXnALOB1CNr+H79WQrRcvbwMc4k3sAIcHUr47+NL9syreyKZCQeZtXXk/hpy25SC6GsXptEu6yv+elwboVxih4wQRAqUIfomBi6lTt6fd88Zi1Yz4VMgOoM/f5tSr6bx95ddvz31dN0HzCSN2tlMXP2T+w8lQZA+3cW82Yrewoyj7Do/V2k+R8lIQF8mvfjzcF9qOt7lYWvHqDOj0OpnZfAiokfsuZq2fVqdRnK4Od7UsujMu9deGyk72DN6foMnx9DM/kNti1ayMkzp0hvEEiI/E4yGxsJHqFP0SyigKT0+4tRz3uFbbbDaBmxqfJiFx4RI9rURK4mZ1Pj5ciy3tDcUyzdo6T/pNd4NlRO9pkVfP7NGk71bEibu3v1c06wYJcPr8yOoZuXkeQjy/l+6SYSu75O9ZbPEtrOFW9fFyQ5a9kz4Bz5dMYDKEw9x76dm8n3rU81r7tjCaTHmFq8tGA/Wc16cs8pRANMEIQKbeG9qCg+v/mTb93WDP/Pcxw9nkvA0y/TLdAN1EtZd0HJ8I5tCb/myrAhvanrVcymhau5qK/FiyOfx8v+DCvHjGPdmmm0Mlzm1MGdhHzyETHNL7Fx2VkOnolE5ZvDua0JeAIN5YG0fjGG4CKg6BLbVh8j3j8E/2fr4fI70Qr/UsU3yJGEE+gO4ISnsyP22UWUmu5NZiOR4levLZ1y89BvvHTPucztk5mZFc07g1qS+CVoKi144dHQU5Cbj01BfRqE3xxj1GvJtISg8pIAYOcZSKB5N1p9uay6XDKsNajhA2CLo4cvvuYz5Osd8Q2udjtZ5snDnA1siB9gKs7h5M5lXPbrQ/egw8Qn31ukonEzfEequYZogAmC8Ke0ZkxcLFE3f5Lay3Gzvc6JubuYtVHNmNWTGDxiMvUsjthfCsPbx5OWzZ/CL+0QK22UNOjSg+fahiK1bU5B/WD2XphGqxAH3Lyi6NgzikhpPYznZnE2L4tSw52rSq1W9InLGDxhM1gMFObWYsjTXaiSObTCky9hIYN2+fDNm/0IcTaQWNXxCA+BBbMZbCxK5PI/Tv2XqecwKE7O9M+64Ggq5Xr8TKZltufnUU3RHjh8f3pHOY6FpfcNi4NogAmCUCEFPioVqnuOeTN2zibGcpxpUdF47T7DwE1WvvS/K4nFgklmh529HVJbAAccFXqMJgBbJLZy7OwApNjZ2WBjtWC13pmKqln6Pj1nBLJKo6ExGpbFLEes+iU8KulXz3L9528I/2zo7WMuG5pR+u2vfNjZpwojE/6Jbmz9hF7flfLB1Bi6BLlh1hdy+cgGfp04Ebe376Sbr7Zn/eQh1PCq8G2Q28QkfEEQKlDEDY0Gzc0/KemZpJ9Yzex5c9lyzIM+cb+yecYAMtI12Ng6YpN4guMp6WRLXamdd50zO/Zw+LwGzYGvmf5rZyLD/9xVbT198O9ZGw+NBs3ho8QnXebKo71R4XEW9ixd7b5i7loNmmP72HwmneJq9QhygcPTovAZHoe2xIjVaqEkN52UjCxy87Wkp90gv8SAT88pJKYUY7VaMRTnsTImmAmLDovG12PNAWc3e8yK3ZxOvNl37teM3j5LmbX0IhqNhoQ1C9jo+wzN/ECzYwbRw4ezVn0DAlozwHsOn8Zp0CRd4sSmtezx68RTXgbOLB/H83EaRr/ZjwayYq5rNORbnIn6+DhWqxWr1crV7dP5/JvpLP105O3Gl/H0Sa60qU9oBZGKHjBBEMpxIqD+RWZER3NrzWb/hu2IGTMcxbUvmfzNLPIB6gzn1yUqHHQv0KttGz58NZteIz5g4tjBFEz8grEDvqAI6DV7Ly8F2aBNc8U3zIuyt/8lKDx98VQ6IbWxxa+OP86Ad+sRvBbfnehooEYNGjo2oIO7k6iohAdQ0Xfsa4x8JZpoXIns9Spvt6uLApB7hVGvxB2JrQ1WYylHf36Pt36+AMA6TSn5H4zl+Tah3BqlsrGV4OpfB69HMWwlVCI73H3r4BGwn9PqBLqFN0Iu8ebZ9z9iS59hRH+rw9WnAx8t7IY3kKbwIiSwEFdHKeBBv48/ZUP3aKJnSPAO7c4HszvgWXqFvVcLkCQeY8qYwbev9OIPat5pfteVFV54e4Lj7QqriKOLduDbdyF3DxTcYmO1Wq0A8fHxzJgxQ2xF9DeIrYgE4dESWxEJlUlsRfS4KuT8xqUsXp9J3aGD6dkoAKdK/xaXQ+LW+Xz9f068cXAUt7blvrUV0ejRo23EEKQgCIIgCE8QZ2q16kirVr6UZGZSaq6KGPK5cqiA9vPuNL7KEz37giAIgiA8WZQhdB009I/TPTJlC7H+Hml2djYA+fn5nDhxgsGDB/9uBuHBsrOzGTVqFHZ2dn+cWBCEv6ykpETUUUKlOXLkCKdPnxZTc4SHJjExkWeffRYAqUJRtlCZo6MjQUFBonL7G7Zs2cLAgQO59UwFQXi4Vq5cKeooodIUFRURERFB69atqzoU4QmxcuVK7O3L3pCUOjiUvZNkZ2eHp6cnUVFRv5dX+B0ODg60bt1aTMIXhEdEKpWKOkqoNGvXrqVevXriMyc8NGq1+vbfxSR8QRAEQRCESiYaYILwuLKa0JcUka/Vor31p+TPbdpTmr+JCW2mcsxqwajXo9ObsD6UoFJYHzud2XEHyPnbZWlYFvPFQypLeFJZTKUUaLVotfkUlegxPfCDbMVsMqAv1WGylD9nRl9UhP6+48LjyYJJs4fYQf14YdIarhYDFgNFN+vJ/PxiDA/6t7boKbyVrqAY4810ZqOOooJbdW0hulsfNKsVk6Hk9mewuNSA2QpwiIkNQhm+ogTTAy4lGmCC8FgyUHh1H7PeepmuT0cRFRVFVFQkYYNWUfQncju6dmfi3neI1KWxbckPfLPoWNniqoLwWNFzfvW79GgaRVTrTrwY8w17U0oov+qA1WImPy2BzQu+YfK4Lzl211JyhrxrnD61hQmd+7C43EbKwuPJYrjBrq3xmIL68n8xzxHiZCTv2CxeaN2JqKgounYayly1toI9Zg3kHJpGdOMootq2o0evN1iUkI8RA+c2TGdYdAvaRkUR1aQH47ZcQ48Vs+4G++e9SffmUUS17MKQSb9wJluPheZMOL0cr9EjWJNjqCBKsQyFIDyeTOnsX7+P0tDBLJ/Zk2qOAGqmRe0gyWwkLCcZjdGbegEysjVpFNm64hfggTUzgQtmFfV8dWjUhbioirmRnMTlYhn7TrjRyN1KanomJTe7Amyl9viFP0UNdwuZyZdJupaNAXAKqE2DEC/spXpS1OfRO8u4fr0IN18ppbeD1HPj3CkuZJZgsYJE5oCqfnOquejJS8kmMzONPEMxOh0ogiOIDFGC2UhRxgWOXcoGMkhMyUYZURUPWHgslKpZsuAMw9aqGeR7gbh5v7Bnt5p6A1ridddvN6tJz9lfp/PJ7ES86vag611FaI8vYdzUDWiSFfzJHbOEfzQLRSmXOXYtFbf2Q6jlDOivsnjWRprO2sH6KBdSNk9i1NyVdJz+CjXv3q5Rn8RPX66n3RI1HzbWkfjrF0xcuJ6nP+1CgX0kr332Ak2aq7A/8w21YtbwxjNv4JZxjO0HS3l3o5peTof55OtN7D91mRrt6+BkG8nIyQW88VMiPd+OuLkLyB2iASYIjyOjFDsPBaWZJ9m0LAe/eh3o2KABY+MjQJdLwoGFTL7UkXkjXdgwcxo77Toz4b2eZM35iB/Dp/FtlwRmv3KcdqvacOX0EY5lXKHARY68gZntu46QlqeH1IOsPuPLx+uX8bL2MuvnruLgjVxMlGJSNGHUu8NpGXSDZW+9xMnWfZCmllC3dSRut4Ms4cq+tSw6mIbBbMGqyySg7Ze8PUrJyZU/sXzbSYwqFyyZV7gqG8LiJYPxzD/H5smfMTvLgUDHIjSJUtr1qMLnLPyzpR7ijP1/GFkHIICGQV7kZ18nqwS8XO4ks7WT03LE9yyus5YNGy/dU4R3x3Fs7NifrzuNrNTQhUdFR26WBmOWG63qBZYdyr3AUWMvxjQua225RHSkw8rFXMiFmn53Zc1O5KB5AJ83A5DhVb8VLXZt43LeS3Tu3ul2smInJ6q7WVFYzOgyLpPm8hzNqgOE08Z3C+qcbEqM4GQPAZ2fxbH/bq6+HUHtcpGKBpggPI4cA3iqZXMyC7ZwXqPhWtJXHF/vjI1NEwZ/1AHXwHDC9pzmhLoaBZJckjMzSM08zeFTITw32BdIAKS4+9eiRY+BuFiaMWxoc5RA+15DIe8o897Ix9jqdfrVNXL651Us3X2dul3roqSIxE1LWHO6Py2DwGprwbX5K3zbM4iyOWArSAPAjRZdurA7aw86vYGia7kcWf4bKaP6Awa8I/ry8riBhJn3Ma7LbOJzB9P+/FYWZbbk23lvEu6sYVnMcsTGQ4Ig/Hkm9KVWJIZa+D2KPdVTDjBrfiLVBw7GG0j/o/Q+vnhrLlU4j1U0wAThMaUMbc6AUWU7waYdXsyG41kcXzSeLS+d4kXfcMK957H1hBuhoZ3pJsnjauJx1G6NeclDSgWTH+7IO84P4+dwRjWA8WM6EFh6gWP6Ygy1wlAplYCSlgP/Q3ioK5CJTBpEy4ZB95dzbRdTp2zganV/asvlyKwBeGlunfTBx8sHZwVAEDUCCsjJBUN6Ktfq9yHc+WE+KUEQhL+v8PxW5q46TH71HozvUQvum23414hJ+ILwOMo5z/qNq1l/KhMA/2Yv8uqojvil+eOutEWucEdhTeHXPScxhXWjZyML62fHoa9fD1dpue9d+cUUZhdQDMBllo+bwH63Pox5vz91XQBnF7z9faij8KHdwBhiYmIY1FTOjaI/qHwyTrC4UMXYEa8T8/prvNzU6w/fZpQ5u+NzMIHLAJkZXMhMJ/V/eT7Cv4NvY2oblrP3IqBN52xKDvku/ng4wsV1HzL4u50U6x/0DprwZJJhL7fBbJdAatrNQ25hREh/47dTegAKE3azx64eYW6QeWo9k7/7nsNXteAeTqRkDWuOAyYjOeeOcMyhNipXSDu6lE+X7cSudhfe6NcCHzsp2Eqw91bhW7iJExog8zKHMi1I3dxxvFXNpqeSUd0PrwoiFT1ggvA4cnZHqVXz5aQP+Uh3a+urIF6YOZfuniAxu+Ib3JgmZ+wIrauihiEC16n7CKzthURqy+03sO29qVHXkxWTR9Ap8b983LqQGZv3c9EmmTOb3gMnDyKHT+ObTj05d+RLhkfFobMDY3513tj03O/HWG8Q79cYxKCouehtZMieakyzu2aIVcS9QR9eCB5J94gfcAz2xTM1mJ6d/+7DEp5Yiib8Z1ANRvSIYIqdHcEtnyfm+cZ4ykCTtI/NF8Mwmq1YDMXs/XYwI787SkGBHvmJdMZPGMvzbUIp2PQRfSau5drZa9hGt2VX/4+YMa4jHlV9b8L/yB4P71DsvPdy5GwyUf5B4BDG4Dc68p8hHVgiNeJoV4tBP/xAmAOkZl/m8Klz1G7ZG0LCefXtzjz/fASLFTY4uzViyMxRhJivsHrtCn6ZvReZ10bmTJQA8OIPJxnTsBmdm6/ng64RjLN1IDx6JOMa1UBeloTkLWvQ9/yckAoitbFarVaA+Ph4ZsyYIfa8+htUKhVqtVqshC9UAgv64nzycvPR3e6IssM9wB8XWdl5Q0kRxSUgd3PBnlJybhQicXfH1V6K1VqCNsOAk78Sia6IvNxsim0UuDtCYWExRvPNNW5sbHFQ+uDrbEtxfh65+bde8XfEM9AThdRCQUYOtp6+KKQAJkq0xZil9sgVDhi1adzQGrACNk4KXMwynHydMBeUYESGk4sjEkwUZuZgdfPBWWKiVJtJZoEBZDLssUfhqkCucEACKJVKtFoxK0y4w6TL40ZGPkZscVAocXN3wd4W9PkZ3DAqCHR3wsbGSmleRtnnCkDiiJuHG85yOyxFWaTmFGO1Aja22Ck88PFwQgLExMQQFRVFdHR0Vd6i8BdZTDfYHTeHHZdCeOGDF8t68k1FZKTmoLNasZXI8fDzxkkKptICcosNKFzckNtJwFRIekoOekAic8LDxwu5rYHCvDzyCku5e/kwFx8V7g4W9MV5ZGUXYkKC3NUdN1cnZLYAh3jHYzZtNHPo5VzW3zVjxgwARo8ebSN6wAThsWSLvZMbvk4P6lGyxU7ugp381s+OePg73j5rYyPH3f/mSQcFXv6K213kLkrPCkt0cvPm/stJcPH1vetnKXKl652zSn+CK/o+4uKC4115nL19bv9d7u6Pyv0BtyUI5Ugd3AhQ3f//wN7VlzszE20e+LmyVXgRrKhogEh4XNlKfWjXtT2746fy0RdSpr7fn+oKBb7B9+/TLHV0wdvx7gPO+KnKT0K1w9nDB+cKu0VtsVd4EKgof3If41V9KFh0g14PmNMqGmCCIAiCIDxZAlsSu2hNFQbQms80N343hVSn0wFgMBjIzs4mPj6+MiJ7Iul0Ovbt24dCcX8rWxCEv89kMok6Sqg0KSkp/8/encfHdL0PHP9MMpN9mayyZxL7EoJYGwSlVBGtlqpWuqLfLtGd4qu66R6lVd2kVYpqxVrUEgSxJ0TIHtn3TJZJZp/fHwlFQ79+jaQ479fLH27Oufe5M5ObZ8499zwkJSWJaSVCs0lPT0ehUAAgra6uBqCuro6MjIxL9yeFG1ddXc2yZcuQyWStHYog3JY0Go24Rgkt5syZM+Tm5nL8+PHWDkW4TWRkZODROG1D6u7uDjRMbu3Xr5+YhP8PKBQKVq1aJb4tCcJNIpfLxTVKaDFiEr7Q3C7/AinWARMEQRAEQWhhIgEThH+lYuK+3czB80WXFbe+EfXknNzPttVHuf400Ktls2n+Wk7Vaf9fR71SRjPuSxAE4QZUpBOz/HOW/HqUEnVrBJDK+ldeIPr0tVuIBEwQbrKqon18G7mW1EtblBxbuZz1h9JQXXORbnvahXanrYcDspJdvPryegqu1bRJOipy0kk6mkX1X35WwPqXX2VXSeN/Vdls+/w1HvjPJ8Slm9F9XAi+FuY3dLSmlZG46QS5WrESuXDzlCes4PGwMMLCxhG5aD1ptddqqSU/cS/rl68k+fJfipJdvDrmHsLChjPuwfnsK22BoIWbrJqkA7s4kaDGt4MCexmXvc9h13+fi37nubAwwsKG8+C09znUWL4j71A0Lz8aRlhYGGFhT7E6tQ5oWG/u5zkXt4fxn0/Wk14B0IZeEztxeOonJFzjUCIBE4SbTKcuIyshj5o/t1B5IZP88hournf6VzZ4dPLHQ26DVF3M6dP5NN+XODX5p09TrAbUhez94Tu2pfvw9AvT6OXnjSKkLa7S5kjABOFmy2bdB5+giIwm+uNnca9N4Jc9Z7k6BzNqVOx6fzz9Rj3Dl3suUH3pO0EJG9+bhzL8Y6K//YI3hpbybtTvlLXwWQjNS12Yze6ks5gNHc3oru5Ym1/2PkdHX3qfS/7Ss4hf5r2KKiKa6G+/4KleBXyyfDdlFJGUaqLHPW/yVXQ00c+5MXvOKnIwotGVobGdxMfR0UR//ireSQnsOpJMLY4E9n+CZyZsZvEveU3GKRIwQWhVsUyXTCciQoJEIsGl+wje2VkMpBEd8S4rY/fw1bx3ObA3kraWdijmxEJ9Hts+eIQASUOfTk8tI620ocYZv09HIpEgkTjSc8JCDl3v0NpSTv66lG93WzJ1wQuM6uiKjUUCbwe/xiZlHfA70+2nMHZsw3G8wiJYe6pxFfr89Tzg49J4LEvaBr/NCYC8QyyYGtK4vT/zEzPQAOjqyI6e0rhdQlB4JLuzAU7wdvBrTJ9ij0QiwcrFh/s/2MT8exraBdw/l23Jfx3DEwQA0jeyXfsST4UrUISEMjrIE9vcJHKu+siYWdpy9+wY9q19h/GKy35QeITfiifz3OQOKNq1p9uExxhTtJWTN3bfXvhX0VBWeAZlXg0hPYOwNOPK91mhuPQ+Hym8qmt+HGtKnubNCAWKdu3pdW84gwv/4GSxB6MiHuexqSPopFCgmDiGCTVq9Jjh4NqNiDdnEqJQoHCwokRuhsnWkoa1EKzo/egEKtbsJKeJSEUCJgitLhq3aSZM6lI2PjeUwjVbSb1U78KbKW+/yaChUWRoasl+ty/nD+7gUOJdrKmspLIynQX2p9iUcIGq+j+ICE9j5QUTJlMVpzbMZ+A1jmgyqDgbs4S3vyxn6pI59L/WyvO2x7n7vyZMtRl8PkTB+X3HKNIfZdG0TQz++SwmkwlV5S88AGAsJO6P/ejdn+dctQmTKZ6FPdpiCdQkLuHJhRCTb8Jkyufz4U7s/24N6bUAm5DeewaTyUTWhqep/fptfD4wYVKeYpajkTNHk/62iLcgCEIDDapqI9L6MDq1vwm716s5F/0967oqCLy4rSKd1W/eh/yej7APuY9JAxRcrNBLuw4EnkgXCZgg/Dvo0WnNMDc3QyIBiGDkUMDSHs9ObengVkDFtcod1tdRdHoHX8Z9zvSwMMLCHmDR3qMUlpsw7dvLDxGvMtXvGn0vo6k/x9bf6uhwbzEnD5+i/BqT0WysJtI/BLB1p20XN+SyClSHjrO93wjGd3a4snFpMelaA9KhA+l0VekNQ0EuGZOfYbwXgBcBXRyxbVNErQpgHMNCGxYvlvl1I9h+HL2DAUc5bRzliEVdBEH4N9BVF5G6bTEvHRvA7rfv+fMHzu2Y8u4WlMc/wTcuhh+3JFBlvPZ+LhIJmCDcZGZmFiDLp6CoYRaXpiyVM9kyHB3skf2vxcAqa1ABmEux8utM+NPvsfVAAgkJCcRvX8WTg72xcbTFObuwYf6KTkedsoKKa+zOyi6E19Z8zNyIBXhnLGPFlqPkK3X/WyxW1jiUKKnQN5TlNqlqG+bcmEux1BkxKmsbntysKKdAr8MISKysscvJJL8e0FVTWVpLndoKMdVM+Eds2+BiSCGvAlCrKKupR2Nhh7UUKtLj+D0hB53hOn8JLeW4m2WRXWoAoxFtWR555q44WrbYGQjNzgypFIzmZdRenAx4+fsMl95nuSXUlWZwJCGBwio1WDnjIUkjrRgwGqkvL6LI3AVHS6gtOs8fvy1j0RF3Fr75EB1tLcBkQK3MJDG98UprJcfDUwp6DQZD47Fra1HJbbG5OkxELUhBuOmsHQJo22clmxd9RXmwnJqUBJLbKOjv64SM3L/fgW0gXU0r+fHHn+jXdTChnboRuCmGxUuq6eIFyoRDqMa8wX+6DuYp5RI+jjajk1FF6rE0Kix9r7tre+/OjLhnLKvWruE7dR0RY62v2x4A756MMa5g1S8/cdreGq0qgSJcwM6d9s7OnDy4nq8MiThpz5JUVccIwLLDEB4ybGDZV2a0syogLakYx74jcRdVu4R/wnMo93X4lhVR0ZxzLeZ0jobO4d3wsIHTG+cSkRpBymeP4GhpIO/UFn79fR+JZ4op2/QHtnf3oZNPEPf3+YIvvlhJZRczapLjqeg9g05i2PUWZomDsxMSx1gSz1fTM8QBnC97n4MsqTlzgIreMwhyhpLdm3l/3TkiZi4kPLgnk/t/xpIPoinuqqMs+SSqXtPpZKMkYe0S5v2cwYhRbpzduYGzQJe7pxBQc5hvFqcQ0j8Q6kpJKbYn5B4fbBoL4lQfO0jJkHvwbyJS8wULFiwAyM7OJj4+nsmTJ7fc63SbiYqKYsaMGVhZWbV2KMK/iMzKCd+2PmjPJ5OlVFIvbc+9D41lYCcPGr5oy+kQ1pGGaVhmWDu649PWHweZdcOTkF4d6eSfx7lkJVq3btzdOwhPDxlFaakUKZWorYIZNaYnfp4d6BNUzYnjOSgpdo8dAAAgAElEQVR14NLlLu7t0QHfdu5NfPuywqdHD9pYmePgEYC/k5Tyai1tfP1xtXNpfBLSDHChXf9AGm42mmPn7o1P2+706GQi/WwmxWUVlBencb6+Mw9GDKWDhxNo8sjILEbp2Y0xnYPofldHPJzb06uPnKwjieSrDHj2Hsa4+4bgYwdgj39IW9ysZI2vlxuBIQrsG+N0b+eHl4cjMmDRokW88cYbN/stE24Zdvi096U4MZH8ehkd+w7n3sHdcGocWnDwDeaujh6YY6D43EFOFZhw8W6DmckS78AAvF1cUHTugOpsAlkV1eDWj4hpI/FtHAHbvn07CoWCTp06td4pCjfIHAtLKcWZKaTmWtIpOBB7qRW+F9/n8gpw63/F+2zl5EO3jh1wtXPEv1tnqk8dIadahZXPQB6ZPBRv8xrKKjTYymww6etQKpUolUpcug6lk6cj0uJEzuYrUaqsCBo9iuH92uNgDpDNmmfX4vTyc4zwbMgL4uPjAdixY8dbEpPJZAKIjY0lKipKlPn4BxQKBQkJCaIUkXCbU3Js5edE789EpQNJmT2dX5/Fc4MCmxxmb05yuRyl8loT5ASheYlSRLcqDSXHtrF02R7MRzzKzAl9cW/xcZFU1r8ylz+Mkbz16UA8GrdeLEU0a9YsibgFKQjCDbLCq/sQ7nXsjs4I5rK2DGyB5EsQBOF/Y4l7tyFMedaLKhtvbFsl03Ghy8jHadfjz+TraiIBEwThBlnh3WMI3j1aOw5BEIRrsHamU0i/VgzAhS4jR1+3hTQnp2F1ipKSErZu3Spun/0D1dXV+Pv7I2lYW0AQhGZWVVUlrlFCi6mvr+ebb75BJpO1dijCbUKj0fD6668DIPXza1g0KDMzkzFjxog5YP+AmAMmCDeXmAMmtCQxB0xobhfngIFYB0wQBEEQBKHFiQRMEISrVJEel9aC5X+qyIxPF+WGBEFoPpoqss8lkZRVQr3h75s3vyoy4w+Scp0Lm5iELwh3IpOB6rxT7NmdxKUbem4dGDagJ37OZ1h63xruUS7l+lNIm0sxJ9cfp0P/dri0yPGE20ld0Sl2bk9EiSUe7XrQp28XXCyuatT4ed+9O4kqrPDu3Js+Pdsj1+dyYMdhMqvqMDU2tXbyoPegUbS7Vn1U4RagoeT0Hr6/uAyFpzvW6kx2xhykQGfA0safAWOGorBtomttGtvWH6QECTaOgQy4ZxC+lx7xric7/iR1/kF09HDAXAJ6dS3nDq7nROOa2m4d+jKgZxecrYs5uX4xfxglVyxDcTmRgAnCHUinTmPH0mh2lEuxswNQkpqTjJW9Bx6DWzqaDkz8uENLH1S4LSg58tN7rD7ujZeDipqTWdTYuzK+hzuX52B6bTEHV33E2tOeeNjUsO9MARrHadzjVU3O+bMkFldhxIi6OpP0JHfsY0bRrtXOSfin9DWF7D98DFOXMTwZ3hd3KxXn1y7m2w0mvHzM0Bfv4bSFD3PD23NlDlbL2d8+5KsYWwL9jGgrD5Ji6c3L9wZiVpjErn07+PWLPbSbG8Ur7g6Ym5tQ1xawb/16Tlu2w0ZTijKuANNzbowM7sDEj9+jIux11pztRmRXh7/EKRIwQbgDaYoO8XuiN8+un03IxQRsXzo676uqaGtVpB9YzdLNZwFQDJzAg6OHYJu5ns/SAnlrYi8A1JX5HNm/CU3HqYz0LWfn2t/YczoHNeB/3yvMutsTVUUSW6KOUup+lvR0cO4+gkfG3U1b13y2LEwkcP4EAqvT2bl8KXvyuXS88SOHECCeaxGaUrqPdQecmbE8imEOeWz+YRVJJxIo6jgSv8sW3tQWHuT3RG+eW/wpoTZZrF2+ipTEc/QOCOWR2W/xCGDU15P6+1t87T2Svl6tdkbCP6ZHmX+OlAslKCb1x8caqD7L6s21jHvrc6Z2taXk2Ar+++2vnB32Bn0vz4uUiazYoGZK1DdM9tOSdeAHojZuIWXQC3S+xtFkts4Mf+oznujdHpvCg8x/+3eyS8rQ44YF7XjoTQ8eX3GEaR+PwOmqvmIOmCDcgWR2ISgcf2Xu1HCmvfoBu1LM6TAkhK5t3a4YOag8t5FlSw9j2yOMsLAu1B/YwbY9Z6l1gIyPt3ACAD3KwlPErSsA5xqO/RrL+RJbgsPCCAvrRsmKj9heZKS++gx71q2lQh5GWB8/yvYcZP/pHOoo4ND3+7kAmFvICQwJIyysoU3B9r3sOniemlZ5lYR/vapsCqT96OgB2MjxcbbDpr6SWu2VzQxVBZRa9KatO2Dngr/cEmldNXWX1Z/X1p1iS1QtA2cMwLUlz0FoZmqqysowKjvRq0vjNzdVMRcM3QnyaxhzsvLpRCd9HsWqq7qqCskyhhCiAMzMsfMKJFBXQGkdWHl2477JUxnTwwO7S0NXEiytXencwYb47+cSPutHtN0HMryXHxfrucsHhOG26yhZTUQqRsAE4Q4kc+7Ck/M+ZnAZVOWcIGbBaN4p7MFj78xiUuif7aqzE0jsEM6aKeNwtVTjXfoGW0uzUDuN5P6ui/hk/ZP8NE5O1tHtqIZMZ6CkiOUH1vH1gSLcPByQoqHgdAqSmR8T4iPD0bUvw8PDucuqCFn2MtLKS6i77I+lTCLDSnmSqMX7QV9Lfro7DwweifavpyAIzerI8lmcDP2MZ7z/h4L0wr+YEb0ezAyujdMrWoCVE10GTyTSJ41jO85z+nwH/ELbNdzetLPDVqmiroluIgEThDuQmbkU725heAN6dQgD736AxN8+4ED6eZTBf97vM+l16N3b4GoJYIWtA6DSYzA4cG/kI3wSFsXuEcPY/WUNIes6Y6c5Sk3bATw9agQTe/857dShDRiLpcikLtjbNezLzs4MidGAyfTnQHzepveY+rkFc1dG0408tizc1UKviHBHy/mJzxYH8cS5vvx1po4g/A2ZDR7tgvEI9EGXuJSzBUXUa9the/XDIFcRtyAF4Q6k3PQcwW/HASC1ssPNS0d5egD+cp/GBKmBpYsb8nUr2VwIKE/xx+9K6jTO2NqAVdAs5k78mFWvbWX72KeZqJCCjx+91SmkHTyPxl6BQqHA+Pt0Fsb9b3HpzbSoR97DfQoFCjSkVxSS2fynL9wu2o0htH4ha44AxensO5dHqWsHfBzgyCdhtJkejbJOh0XgIIJrPmLDCSAvie3pVajbKGjT+Fn/49PnqH9zDuPsxZjErc8SWwcz9NaxnE9r3OQZwkiL5Xy1qx6AithVrLYOI8QTsndHET59OjEJxeA9gDHSj/jod0CnIT9uI1ts76JHm2scyqCh8MQXPPfJkYb/V+eSfFYDFnZYXEy+0lPJ7N0Ovya6iwRMEO5A1sNnMOnwVBQKReO/aezx6cLwkcE4YIWznzPWgGfo87wz24WoAQoUwRPY7zWYiAcHN0xsBUY/PJtDB/bz5OiL9y19GBv5MkF1MUzs3bDvYR8EMXGEBHOpDXIPh8Y5ZmZYOcixt7XCTGKF3McJa8Bj2Mu8VNAY1/QPya13obedJeat8SIJt4B2TJv/IjsmKVD0iyC+tgMPj+6JA2Dp4IGvix1mEgmWtl156NlJ/PqAAkXo82RZBnH/4C7YARxfwsslH/PNzMBWPheheVji6hmE3Mee46fOoDECePLI+++jmtcfhUJB+GIDC+ZOxBOQWjng7uKCjYU54M0Tiz+jbKYCRfvuzFgl442XxtIGUJ5ay4zwe3lly24+e3IEHR9YRo65DDvf3rjsmNRwzQqeQXK3u5gwMrhxJFXNiZUbcJ48sskETGIymUwAsbGxREVFiVJE/4AoRSQIN5coRSS0JFGK6FZVReKvK/llj467XoxgWFsnLFv8W1wtBcnreWtsLk9nzCOkcevFUkSzZs2SiBEwQRAEQRBuI470CLubbu3UJB47S6Xu73s0v1x2R8XSY92fydfVxA1vQRAEQRBuLy6dmDxrdisG0JlHv46+bgvpxeH82tpazp8/z4IFC1oistuSUqlk0aJFWFlZ/X1jQRBumFqtFtcoocXEx8dTVFREQkJCa4ci3Cbi4+MZMmQIAFKptGEQzNzcHBsbGxQKRWvGdkuTSqX4+flhY2Pz940FQbhhZmZm4holtBgHBwfc3d3FZ05oNqmpqZiZNcz+kto1rlRmbW2Nn58fERERrRnbLW3BggVMmTJFTMIXhJskMjJSXKOEFpOQkCAm4QvN6vKHiMQkfEEQBEEQhBYmEjBBaDXHWdh9Nn80816ri46x7MmZbC9q5h3/v+3lVf/Z/HUt1hS+e2QRv57Jp544IuWRTbQRBEH4fyg4yqJnHmHqOxvIurrmY4uIZ2H3DkRe5wIvEjBBuKl0ZG2bS4ijHLlcjlzugO2gmayIy8GIAXW1Gn1zH9KkR1tXh850vUYGStM282IPS+wc5cjljnR9cA67zysxXrff/4ee+qr6Js7TgEalRmcwYiKUKGUUoU30FoRrM3Bhx2x62cuRO/ox4onPOFqq5+qPsMlQx9n1s+hhL0fuGMB9L35DYoUBE2DUqkj8fAwOcjlynw7ct/R4a5yI0IxMxlL2b99Frd1IXnt+AgG2RrSp3zPawwO5XI5/+wdZlaHF+JeeRjTnvmSQnRy53IWOPSNYn63DiJGUTQsZE+zQcB2378OCg+UYgLqybD4Kl2LjcPEa34Pnvz9EmaY/809/j3H8U+zQ/PVIIBIwQbi5NFt4PzKft9OUKJVKlMrzbBjXD/uKSmoub2cyUl+aRUJCAgkJCaRcKEKlBa0yj3N55RgasyKjXktZfipF1RrqKgtJT0q41Ce7oomS1YY6yvMySLtQTJ326ouADYEhT/NbqhKlMoevw4rZsTOW/IuBaUpJadz3mfMZlNbqATVlWUXkZiZx+nTDzzLKNICB+qpyinIq0ABQT0l6IZX1WkyAyWSgPLuhfVJqVuO+LldLbkIutQ0nSW1ZDsmNx05uMnZBADQJrFiyl/8cUqLM3MGkDpVs++M4FYarmimP88uas7x2VIky9VeGyXPZeeAMVYY6Tn/xIlNPTSRZqUSZl8qW5661apNwazBSm5PGocwLOIweSndHQJfF9++sIOSnFJRKJXGfdmLlJ6vJunp9MG06y978liHblSjL8vhtti8/f/krObpSigy9eWVJAkVKJcr9U/hx/o9caOzm0TWUL+MuXuMTWfLEwMb6uaG88kUhy5cl08TVWawDJgg3VZkBQw93VMmxxF1wQtG+MyNfvTiJ/MilZvqqDH7/7E3+G1uCi4UGl/YjeGLGi/SoXsHMaGeiv3gahZ2UuvIUflowB6tnvmJ47Xa+WLqShHJAU4LHyOV88dYgZBd3aqinJPkg66LXkOh0N69Nv5/2bpbXCFSGhYU9NhIpDQ/oVJCy/hvmfbOTEozIXBTc99jrPDFGwrpZX5Fod5bMMgM6dQWOfT7k67cHUrh3I1tjzHgoOoL2pLHyqbV4R83ggWDQa7LYuiSSzBN6zJzaMXryq8x4QHLZ8Y/zTs+fedj0Jf2V6exctphvtp+jXlaHtNs0Pnl1Gj387a4Ru3DHyo3jlOUzPB0E4EvvgDaoyi5QrOqPy2VVtXV5p0ixncb0zgDtGOhnz5GKAsqr6lkXrePhd71Ij40lU2qJZ8de1/k9Ef79NFSUZqItteauzo0FgMqSOaybyEv9GpaIcgy5l9Exq0gui6Ct52VdS09zwDCND0IBLHDvGcbgA3+QWjGZkRPGXGqm9vKhr10lFxec0tQqST8eS2wFOHi2o0OAD3aNtSD9Ro5H9vg+LkR2o/1VkYoETBBuJu+JPD58C99GR2NuY49fuw74OwfSNbQP3dv92azuzE8sSezBym1vEiyvYP+ST4jdH0vXp6YwNeq/rDl3P6/3cqI0ZRv50sd5oY83vrWjmfIfV4JzKqEinqXv/MjRtwZxF4C2jpxjOzgbn4nboOf5IDwY578Ep6e69Dx/rI2mwEGP8oIvnYe1x94SKNjI9Kk76b8ignvRUpKSQOqeDZwdcD9QgPuw9/hgaj/kFqd5OziCHx/ayojrvAwSiyJ6PX2c7z+pJfG37/hl1zpODrz/rw31deSd2c727B58tn0ZnewLiIsro434eyjcDBVl5NsVUb1mFalSMJiqcQqYzuuvj8bburWDE/5/dKhVJsw1wfj53ITdlyax5rs4jOMewQvQWtnhGRBM3P5oondVoLUZwGMvTmdYkHND3VtvX7xSD1AMIgEThJYWOiOa0BlQW3SevVvXsH3rftL0Rjy83C+1MVaWU9l/MsFyAGc8FTLMC2rQaNsy8ilHnnx7C+NX9+XA0njavDQT3+pc4jduYOWJXGzkttiixdp4sdiZgeraZPau/hlP2748N6ip5AvAhF5TTVFuCpWp56H7GEYEB+AgA84msq+3D2HZ2WQDWLrTtUcI7hYA3egQKMfCAqA7QQMz2Fdy/ZlsUrNQunUCsMPFwxGHNueorm3itqJWQ21hASW9J9HJHsCL0FCvG3i1BeEG+d3LgmUz6GEvpargEMtfXkJ8wWgeaNvagQn/NrUZ+/l5w36S5WOImtoLAAs7V8ZERjMGQJ3F2re+53xqGn0798P5bzIsMQdMEG6m5LUs3JIOgJ1HJ8Y++QL3h3TGTWLWeKuvgZmjE44n4zlbDaiLyEiporbeDgsZ+IU9z/D6b/n1t+38rBvC+G4OUJ1LfEYRLgMe4a0FC1jw2GBsbC3+3J+VCz3vG0Ooayb7Vm8nq8n61TKcffry6Ctv8fa7U2hfdZidO5KoVAMduzBAU0vI1AUsWLCA2c89Sv9Aa/R/yZmSSTmhoL3CEVBTr1GiUgEFeZytq+WvDx+pqCytRlflhatzE8Na5uZYWFhgfiaB9FqAIo4eTaakpFUeYxL+7Vy7EKjbyckLQE0ZGcVKam3dkFvBhb1Lmbf2KPVaA+YugXhr9nImF1AWcr60Hp29M/auvnQyP8Sh1MbJQCYDBr35Fb+bwq1GioWVBIMsnZLSxk0OV77PdeknOCFrh68DVKTu47u16ziTXwOOCrqY7WFPMmDQU5WZxFmLALzsoTRpO8t/206xUz+efzgUT0spYEClSmbv3sbZYCYjBr0JkCC5OMOitIQyX1ecmoxUEISbx8WBrJcjCP/WtXGDFb6d7uGh8QNws0q71Mwm6GFe7Lec/z4Ujl5ag9StD5Omh+JhC5h34olp3gx45yfuWriX9nYN2/oFx/PduteY8rMNdHRGoro4+8scO5sAuo98iP6hHsR89StzZiUzY95j3BXo2sQvvQWe3UYzdVINn36+iIjMCFa/MpYvnz3K7IhwvnUFg8oc/4Hjmfm6G3CKH+fGsc7VDnOK8Ru3jFcDrLHQ+mBpWsyLD8Xi1NYBTYn1pfloatVm5oZn44oWa6e2DJ0QSWdnDaeuDkVmh1+fsYw99QOvP7QZg0UNOsVE3o98FPer2wqCfAAPj13NgsfC+c7GiHXAXUyN7IWbBZw8uZ6vU+14eWxP7N37Mzb0Vz58LJwvLQ3YdB7JU5O64Cy3YOqsQXz06jTCHfSYW+joOfJ97vL8+0ML/1aWOLv5InPdz7GzBdwV5gW2nZj6aCdefPlRdshNmNfb0ueND+lkC0W5p9i85xwuHYcQ5N2Vp57syPQnw9nmDlKTK4Nee4d25LI95ke++vYobdolcHzzFwCMXfArD3gWsv2jhSxe7AQ6M9w6jSKiV0fsGm9IFO7egure1whoIlKJyWQyAcTGxhIVFUVMTExLvUq3HYVCQUJCglgJX7iMhsKUcxTXX/y/FMc23ni6O2FlrqIgWYldF28cTEY01UVkZpWgAaydPPDx9ODSoFZNPolZFbgFBuHVOBddW1NKfn4+VWrA0RF5jRTn7r7Y6lRU5Jdh4e2Po0xLVVEhBRXQRuGJk40FDV/MTOg1tVQWV2Hp6dNw21FfS8GFPMrMXOjq74q5royUc/k0hG6Bo5sn3t6FfBv+LTX3DWFIiD9WgFvbYLztwaCppawoh8JKLdjZ4aC2xKltG+TWGnITMqhoPBVLO2c8fPxwslJTlqXE3MMZR2st+QmVOAX7YmfUU1tRQE5eBVrAwskThacbNhZmyOXyK1aSFgRdbSEZ6cWoMcfO2QMvbzdszEFVkk6WxpnO3k6YS0yX/X5JsXf1xNvTBStzgFryz2RSajBiJrXAI6AL7rYN+46MjBQr4d+CjNpCdkd/w74LHZn6RuN0Bm0lGedzqDGaMJc54ts+ALlF43VUqcbZ1QNHaxloy0lLzkUFyCyd8Gnnj6OZmvLCfArLaq5YTsetbQ88rFQUZqRTpoaL13cvdycszQGOM9fnc3okfsuDLg0X86ioKABmzZolEQlYMxIJmHD7S+bL8HXYRz7MA2EdaemqpyIBE1qSSMBuVUb02XG8M28JKR2m8N5LEwiwbekY4lnYfQr585L44kGbS3ceLk/AxC1IQRBuQBeejVnQ2kEIgiBchxlSxWAWrBzcijH0Z/7pzOu2kOr1DQNqBoOBuro6srOzWyKy25JerycnJ0d8QxeEm8RoNIprlNBiqqurKSkpEZ85odlUVFRcuksmLSsrA6CqqoqTJ08SERFxvb7CdZSVlfHss88ilYqBRUG4Gerq6sQ1Smgx6enpHD16lNWrV7d2KMJtIi8vj2nTpgEg9fDwAMDZ2ZnQ0FAxB+wfUCgUbNmyRcwBE4SbRC6XExsb29phCHcIMQdMaG4X54CBWAdMEARBEAShxYkETBCEf6kKTm3YzaGjWU0s6CoIgnAdyiy2r/yO77eeokzTGgFksmXhPNYmX7uFmKwkCMINKGDP59+z6WQ6SvrzUvQMut+0Y1WTuu8EymBrOvYNoMWfIhduCcrzG/ho0UbysaVT6HgenjIS/6vXRzHqKEr8jcWLf6cQB4JGTGTy/YPxtobUTfP5ZFMOGj2AjDaBg3n0xUfp5tgKJyM0k1rSj8RyMC6Xto8Ow8IMKD/Mx3NXkFSvxdYphIj5z9GnqeXpyw7wzivfkY4ZTl4DmPba0wTLoTghhh/XxHC2CMCPBxfMYYyioRy3tuICu9Z9ybr4YmgXxguPTaCXny2eXcz5+sVoevwRQacmDiVGwARBuAGOdBzWDhL0BI4Kxru1wxHucPlsivoAbb8IIsb3oTb9IDEH0/4yYqpVZ7L1m+WYDYwgYkw38hP3s/1kNvVASeImyttOJCIigoiIR7l/TH+8RCHuW5qmNIfdCacxu+s+HugfgIOsnF1LFnLWL5yIiAiGupzmw2/2Uf6XnqX8/uEczneOIGLqJHpZJbD4p0NUUkrSmVJsvIbycEQEEb2VzH53AwWAXlXO3p8/Y12OHxMiIoi4dwB+ztZAG3pPjGRSp9V8+XtRk3GKETBBEG6ALd7d2uMr90fRvx0ugL6+mtUvdWf+7wAuDIl4jbmvDCf9ww8pdNbz4VdbMLOYwuJdo4ibOpkfUhv21HvKfN5+6Qm6uAJ5v/BA6KucAGw82jHt3dW8PrzVTlK4VWRvZUvJJN55IowOUiWWqh85nHGGvAHt6Wj3ZzNt9l721z7I/GlhtDUPwlT+LYkZqRT3VADg0TWUsDDx8NTtQUt5QRLFuUq6j+2BvRQoOcH61Lt4cvFQQt2sqfTXk/LuZk6UDGHk5TXOiuJZnTKCWT+H0dtaT2EbLXnf7CCxrC8Dwh9mgLkFVjYWmPXX03dcMmr0VJcf5vBmN55Y8wR3ya0xvyIWOYOeDmPxR3spGP0wXldFKkbABEH4R2r/mMOnXj+RnZ1NdtwSJvazoVRpQFWxj/knA4k/eZbk0wsY4d6ft3ZmN7RL2MDggjR2xiVQTRxzQg/xVHY22dlp7Fs5G6uYT9lX+vfHFu5w+no0EkdsLQFzKVYyc8wNOgxXFY036TRoJQ7YWAJSGdYyMyQG/aV20Q86IZFIsG+j4JMjLX0SQvNSU1Opwbx2CN27NFajNWioN9ljb9WQ8phb2WJnUqMxXNXVoKEORxxtAIkEqZUNNiYNWoMUG3s7bGwsMANyfl3Jura+BBoMaDKPsX7HXIY42SCVSAi4fy77M2ov7VLWvSeBB87Q1JKsIgETBOEfkfq3xf6Txxj+0BccsetC2OAR9PUC6Mar0+7B2lIGJhPGqjx+f2cCDnI5csUQ5vx8CCVA3F5WG1bzsFyOXO5G+z4P8F1KLhUV1z+uIDSH0HkJ1GpMmPRq0ta/SMLsj0gw/n0/4c5j1Kmp2fcxD20N5sBH9zZstHSm339+ochkwmS6wEeBKvbtPEGJ+u/3JxIwQRD+EXOvcfySd5ovZ0pYPqAXEyI/5HDuVV8t9fXkbHyHOcfu4bhSibLkGEufvBsPAFs7nO6ew5kcJUqlkoqyYuJ+/ogw/9Y4G+GWYuGArbGYShWg01Cr0aGXWiJrLMadlFuBwWhCYmmLtbGEqjpAq6ZGY8AotUBqVkdRUTVGownMzLHyDaKzVyGVla19YsL/nwQzMzCZ1aK5+PSj1AYHSRnlNQ2Ztb62kkqJHTbShmLcWbm5VNXrQGaLAyWUVAMmE7raaqrMbLGWgqaqiOMbPuCxtVI+eD+CIDtLkICZhRUW+jKq6wE8COxqwiCrRqtrPLZGjcbGEosmIhVzwARBuAE1ZB05TXpZCiU7zxD6zFBUO+fzUc6D3NPZixGzniNNK0dmpr2ym8QcS7+udOhSTXJMDMnqbGLT8ug8Eug5ipd0z/Lax/5M6gW66jLycwvo9NhjrXKGwi3EbxTj/CbxzRedGeqez+FkJf6ju+NtC2e+eopxqRGkfPYItn5DCHP5D98uCyBUnsXeLCO9HuhIG5ssvly4Fb9ebZFKTaiyTlLuMYQAl9Y+MeH/zwpHF0dMDrGcSq6lW087cOvJxO5L+G7ZRqp7W6E8voX0oCd4wQ0Kdq9i1rpzRMxcSHhwX6YGf8qSj2Mo6aGl8EQs+d0eJ8ihmlM/vs8L67IZN34ilaf2sekUtB04jraB/enn9B4/L/egu6KEcydt8NMbMFYAACAASURBVL47EPuGBySpPXaYgqGDCGgiUpGACYJwA2rIOpKPZYgdxYdSKH5mKB3umoLbH78QkwI4BDJi4nh6+Dph3u8uHDztMZMA5pa4hDzMYwmv8EtMMvj40L7fAAb6OSPDj0ejFnLhle+IyQGwo12v++nua0de326o/NyxbN2TFv61PBk1cxZnFsUQk9ywDMWYfoHYAK5dRzHJpR0WUjNkUgUjpz3JucUxxDQuQ3F3D1+sUDKgrZIV2zejNZph69SLiPnjUbT2aQn/gAy5Zyd8fQ6QdjSB8q6huFg4M+Tp1zk2dwUxMQ3LULz48kCcAaNnF4YNkOPnbAU4Mvz5+Rx+5TtichqWoZj5YB/k+ny0Vn7096wi/ehu0huPNLJ9OEFdOzNq2mNEL/qFmARoFzaFe8K64igDKGLXsrN0m/Eabk1EKjGZTCaA2NhYoqKiRCmif0ChUJCQkCBKEQnCTSKXy0Wxe6HFiFJEt6o6cvdv5JuVCThPeJTH7u6Gc1P3AG+qHHZHfcC646OY/dPYS0n9xVJEs2bNkogRMEEQBEEQbiM2+PYezv20ocLOFqmkNWKwRO4ziGkTx15zRFUkYIIgCIIg3F5s3QkePKwVA2hD74mTr9tCWlBQAEB5eTl79+4lODi4JSK7LRUUFDBo0CDMzc3/vrEgCDespqZGXKOEFpOfn8/GjRtZsGBBa4ci3CZKS0uZPn06AFIPDw8AnJycCA0NZdWqVa0Z2y2te/fubNmyBUdHUURMEG4Gf39/YmNjWzsM4Q4xe/ZsQkNDGTNmTGuHItwmli1bhpVVwyOSUjOzhqXAzMzMkMlkYgL5P2BmZoajo6N4DQXhJpFIJOL3S2gxlpaW2Nrais+c0Gysrf8sNCoWYhUEQRAE4faiV6MsLaGkUoWuVSobqKnMy6Gs7totxCR8QbgjGVHXllGQrsE92JeGusUq8pNKkSk8cLWzEt/OhFuCRpnF6YQLqJAi91DQtp1PQwHmy5mM1JVnkZSUSx0ynL0DaRvgia0UqrKPc/pCLQYTgBnW9p60D2rfCssWCM1HR9W5vXz2ya9UD3iEVx4birekmMRjKVQajEgtXenYqxtuTS0wqC7kZHwK1UiwtHGnfY/OuFpCXVk2aRnZVNYD2BHYOxg/eykGnZr88/Fkljd0d/BsR4cAH+ws0lj/ygsc7/kVH7zekabGUEUCJgh3JAOl6Xv4LjKfSbEv0x2AC2ycuw7nBU/yQLCvSMCEW0A1x3+ay0fbZcjttBhdu3P/zKe5t6vLFaVfDNpSDv34X77cK8XBWo3Bpz9TZ0YwrL2cMyuf4vm4LgR7WgAy2gQO5tF2IgG7lelVhezZdxBjp3AiHx2Kt3UdmRs/5e3lxdi5g0mpJ2D6O7w2WoHNFT1VpG1+j3lf1+DmacKktqDr9Pk8P9yZ5L2/8sPGOJRSR8xLKtGNn89X03thVpXLxs/f4qDOHyttBVqbATz24nSGBQXx9Jpl1Pebx8/3f8/M9nZ/iVMkYIIgNCGH3VFpdIwcjg9qSjMyuJAno8MQV7I2p1JmPENKvgqtFvyHPc6E7o6gU5KVeJg9cSnUABDA0EeGEeRm5MSaFRwsatizk18XBoSNpINzPZlx8VRJtRxJyECt7ki/QTVk6vvySD8vACpS95FQYUu3rsG4/2VYQ7jjKY+wfqeBJ79YxVjnbNavWMXZY4n0bT8Mr8sSKE3pUbYftWLGl98y0j6F6K/WcibxPD0V/QEI/c+XLB0n5nndHgxU56dyLqcYz/H98LcBVKms/SWb4W9/x8zedhQdWMprq2JIHRxJsO1lXWvP8ePqHMYv3sgzHTWk7/qKD7dtI2PAJKx8h/DMnEfo2MUDi8xoBj5zgNLpPfGytmXAlCgihvbAvvgwC/+7hbT8QgYFOWNBJx6eY8MzP55i6tuDsL8qUvElVxDuWCoK0jfyYWQkkZGRREYuYv2ZbFQApLBu1rrGkhsq8s8cYc+GU1RQxMHvoli3Jx2VFijbzxdzNpCJmvwz+9i84g+y6wAK2Lt0GyfzlVxRllunJHn3dmI2nKKCWs5uWcaCVXFUqBpqR6oqTvLbotWcrQbq89i3egu7jmZznWkUwp2sLJlM2Uh6+QP2rrRtI8dOVYpSfWUzQ3km+ZZDCfIF5J50crNGVlNBTWOx5qPRs4mMjOT1eQvZe6GlT0JoXmqUZYUYKvwJ6dpYAKg6l/OGgQzsIAPApl1veuvSya2+qmtVNsnGYQzrAphLcQzsRldtFgU1crr1DyGoiwcWQGVlGSZ3F1www8rWi5C+npyLWUrk+xtQde5J/yBvGktB4jZkJE47D5PZRKTiK6Ug3LFk2Mrb0i4srHGl5jzqD6ci+9t+znQOm8KT43pgXx9CUVgUiTmjsD2bxFnfUbz/0kicLU5jiFlLw/M+jnTxNePdNXvAoKY4U0eArB/V+NCwYvUonnmoP6425tSVuVPsv4htiRW42cRyXGVB0Ij+eInRL+Em6fzQZ8zrUYVBr6MmYy+/fLiRgC9EPchblwGdFsz0PjjdjEHN1I3MXqHk4Rce5NKCUzIbPNoGE2ZwIPVoEXl5lXT1ljfc3pQ74Vic1HhX4EriqiYIdywLHF27MSw8vHEOWDIF0WX8/dQXd1ycrDA3B+w88HSqoa5Gh0SnQ+Ph8de5M/EfMWxGDk+vXEAIVSRu2k9mxcUf2tPe1x0LWcPixdZOCvpNHMyPK1axvQ84e/QhpLfn/xCTIPz/uHQcytiOgEmP8oITuXO3kVU+HoVLa0cm/NuUH/6GyOhcBk2ZypQ+vn/+wMIOv6BQ/Lp0YHvaF5y/UEBdzwBs/ubCJW5BCoJwDSnk5gHKSvKSTnHiek0tLJFrzbGKTyIboKyUXHU9aoCafFL6jWBqcDDBCm+kdSWcv8ZuJOa2uPr0gvx5vL8pCa+BAwiwEpUlhGvwH0of9edsTgDKsjmSXki5cwAedpDwzWRC5qynul6PzK8PXWq/ZkcSUJTKvuxqNK4+uNoksWRJLPX1ejAZUOefI7W4DWLZr1uZBdZ2EvRW8WRkN25yC2KwxSpWxTXcm1bGx7DRqj9BbpB38HuemTOHncll0KYnw6TLWR4L6LUUHf+D3TYhdHaF7N1RPLculfsff5ypA9tja24GRg0lZ1Yy/5uEhuOoisnK1IHMGtnFWwnZmeQEKfBqIlKRgAmC0IQRvBql4zFfCZIug3nugJbe12tu6U7IiCEE1PyXAIkEyYAZ7DpXgglgRBTf6MdjLWnY18L46+3LDLmngrvHv8yoDsMYMKCNGKYXrk3WnSdfHc/SnhIkbkNYk+bGhNF9cTYDTXURueW1GE0mrBx6M3laPxYFSZB43ktslYL7hnTH0cwF5+PP4mIvQ2JuS9dJsdwX/To9Rc5/C7PCzaMLVp4S4s+kNWySKnjy7RdJnOSJRCKh5/PpPDtnKgop6NXVlJSXU6c1gLQt//nkFQ4NlSCR2TP67UKejpyIryqZ3Rt3sDvqY+4fEIithRQziYTI3VKsXH2pXNwTiUSCxPEe/nDvwdgRvXBsLACevnE1TBhJYBORSkwmkwkgNjaWqKgoYmJiWuhFuv0oFAoSEhLEqsnCHciETl2DsqwClR44v4WZv+mZNftR7g5w+d+/6ZmMqPITWbdyBeohC5g50PmKH8vlcpRKZXMHLwhNioyMJCwsjPDw8NYORbghSk6siWZDnDnDX32CUF9bZC0+3KSmMm8zb/Q+xePF79G/cWtUVBQAs2bNkogRMEEQmoGOorM7+PTZcMLDwwl/I4GHngln4I0kXwCGOsoyjpB8oS19Ozv/fXtBEIS/kNN76FB8HDLZvDmOIvXf92h+5/jpma/w+fXP5OtqYnRfEIRmYIFv7wd5f9ODvP9PdiO1w3/IDD4a0lxxCYJwR2rTgxnvfdaKAfTk+W27r9tCWl3dsBBGXV0dGRkZl4bHhBtXXV3NsmXLrii2KQhC89FoNOIaJbSYU6dOUVNTQ3Z29t83FoT/wb59++jXrx8AUqOxoUql0WhEp9OJ+RX/gNFopKqqCo1G09qhCMJtyWQyiWuU0GI0Gg0qlUp85oRmU19fT+PUezEJvzmJSfiCcHOJSfhCSxKT8IXmJibhC4IgCIIgtCKRgAmC8C+Vx5aFX7Fq/QnEmJcgCDek6ARRkc8w/eMtXGiVYrLH+TA0hDmx124hEjBBuGNpyE9cx9O95Mjljf/uf48z+U1VLbu22qRlPDnzF4qaPT49qopqams1Vxb0FoTLFMW9zwC5HLk8gPue/YrTVU00MmjI+H0+feVy5PL2THx9JecbP+bxHw3C273h8+/ToTtLj7do+MJNUcHRXXspM/QiYupIfKyBvF+439cTuVxOQJfH2Fhwja45P3GPXI5c7kqXfjPZfsWFrYSNrz7Psn0ZaC5elOoriIua3HgNHUjksn2UABDM89veovy+SOKucSiRgAnCHcxksKbbiFfYnqlEqVQSO+oU837cS43aALo6lMqG7dU1KrQGACO6+jo09SqqqpQolTXU1FahrFKirK6hTqtDp1aj0eppeLxHT31VHToAkwm9to7qxn0qlTXU6wyYMKJRVV06VlV1DRp9K74owq3DcI4V7//Aw7uUKFM3Msozl19+P4HSdGUzdW0ia7/dydOxSpTJP9FTmsKmfUnUmIrIZQZ7LhSjLC/i6PJHOPD6Z5xpnbMRmoUJVU4me9PSsRw9ggEeFpib8vjhzXfx+/Jcw3XuLRc+fncNecaruhov8PWs/9LxFyXK0hx+fs6Gzz/bQIERKo+t5NHhA5jy+X6yqxs7GtQUxH/L0q0DOKhUojz9HrL03fwam4baJMXaYQyvf5DAZ1+nc/WhQCRggiBcoiegbS/K6gwYNaWkLZ9B94FhhIUNYvyj01l9oJQ6Qznb33qRt+e/yKh7RxMW9hwvf7yUPdvfYeLk51i0PY7ti5YRvfoolQDEM9v/NWIxoa/PZ9+XrzE+NIywsIEEt3+IT7aeoYYSts9/iLCwMMKGDGbUfeNYsrOMVlk7Ubi1ZO0k3uo1HggB3AO5q4MXruXpFFw1iKvLPswZu+e5Lxjw6szwQEcsS3MoUXnw4KuP0FFfRkLCac6eL0Nyd1CTdfuEW4Wa8pLzqIuk9O/WtmFT8Sn2aB/n8bCGJaKcQh9iojqOU8VXdS08xg79C7wwApBZ4tX/Xu6pO0JSKTj1eZSVuw/xw9MheNk0tjca0VWVUT4gqKHUkF8w9/mZoy0upEbb0CRw7GTMYv4gq4lIxUKsgnBHM1BdmsXJuFjUDlUkbDvN2CEPYHlhNRPe07P8ZAKjPapJ3r6adb98T1K3J4AS4vRj+GXrF/jILalJXMwztq58+sMjeJLH5pMJfz2MUUd5xlbW7G7DhwcS6OOUzdrIdagA8GD8vGU4js0BvYq8o9vY/PU6Mu+9t2VfCuHOlbKByNc24tjtQV5+oiOWrR2P8A/oqK81IdWEoPC7yYcyl2Lr242O3/zOz7FmBFJLYnoRta6XtfHzxyf5AIVA26u6iwRMEO5oWspyThH/s4GjluA5+GleDAvA6kgOZ8c+ymgPAAdcPDxw9T9PTS2AHxOGheBgewN/pgx66lPPkxY2mT5OV/2sOJH1y35geXYF3hhQVVRgMuvabGcoCH8r5Dlidz1DaeIa3p73HZbrFtBPrKct/B0zC5y6jOORh1NYHh3NfmrJPlrLgN4yzP6H+4viFqQg3NGsCex9P/O+iCY6Opr3nxiGh4MMnFzxPbGfU0pAV01Zbi4FpXKsrZrYhcmIvriSP+/6qKhVqdHrgJxsEowGkEgwt7bHPjWHYgB1PbXqejQAaZt4Jc6DL6Ojif5mKe88FUpThxGEv3Buj59+H0l5QG0F2WXVqGxccLCEvEPRfLQ5AbXOgLmTHx7aQ5wvAKpLSK9Qo7eVY6dNYcOec2h0BkCC5P/Yu++oqI63geNf2EpfehUQEBBRsaFYsfcWjS2xpEfTMF2T+BrTTEx+YpopJiE9RmPvFTtYV0VURASpUpe2bN/3D9AYQ7qRqPM5x3Nylrkzz929mZ2dO3cemQKFzIRZPPVxE5MgV9hgkWVTWtbwkqMfoZLDHM4yAlCXfZKT0mD8HEGTlcIPa9dypqgGnAIIt93HvnOA2UzVxbNkyALxcfid1uxUxN39GklJH/PG05Po37cbncP9cZQ1FCgvo8LPDZdGjhUzYIIg/FqLESwY9DHvPZmAs30NdVozIb0fJ8wVyq4pKvOIJcT0DHPnmRg2aAhtWtqxbs3nvHB6DY6+OsxGK0hkuIT3pnPVYp5K2IeHQs/F40Z6DgJCBjCp/Qd8kJAAEitasw4ZbZvirIWbjVtX7ujxBYufTmCjcy3VyuYMuq8NXgo4diCJtzOm8UDfVjh6d2ZA2x/4+OkEVttXU+nSijHDI3BT5HJmxfvsWmUPNjZYa834Dr2HcMemPjHh71Pi4u6DxHUXx86UENfNE5wiGTfcjTmvzOZkgC2mS+V4jn+JSCcoOZjCD+tOo2wWS2RMNHePdmHWMwkcC7RgqNDhO/F5whyhNjuFpSt+ZMWeFGoKXyPz+N3MfbIfKl0Vx9Yv5ps9OegttgTHjqZTlO+V29gle7ZR2fc+ghuJVAzABOG2JcU9pBPDpoTjeu0Xjksbxj//JN7bTqIB7N18adWuHV4KPZ0mP0CUeyB2kvqict9YHnr9WU5o3Aj08SY8bCz3+kRRWKEHPz+mtJYTYCPFMSiOqbMsHMmqhqoMvr9QiMzRDplfDE9Oq2RvhhakUuReAYRYXfDHC5f7RmNwccfpRr81wk1CRdy0eVjCzlKNDI/ASKKjvJADLUa+SlJNIA4KCVJbb3pMfQlZaiY1KPAKiSI61B2ZzIG775mIOq8as9UGmdKXmF4d8PjDdoX/LgkuzSJpHezLwZ37yIoZRYiDA5HDnybBQU2xyYxM6UdMrxY4ADZthjPLPZ7A5i6AklZjX+Rp52OUY4PSKYCYbiHYAwZnX1p16I9bSM/6ZlwDUQI2EjneLToSL4lA6RFI6+jW+KsuT3+lkfSSnuFrOzTah4lURNeRSEUkCL/FQk3JUd6ffj8/ZAIGH+KmTSdhxiBaOCr+9FoIkYpIuJFEKqKblYna0zt4a/63FLefxOwHBtLM/o+Pur6O8d6Qh0kbspx3Hm3G5d+4V6ciEjNggiDcADY4uMfw+OfJPGwBsEVuZ4dSIRMLUQVBuM6kOET0YdaH3TDbylA2yaLS1tz/wxasdi781thPDMAEQbgBbLCxlWLvrPrNzkgQBOG6sZWidGjKIY4UO+fGlt7/zCY3N9cKcODAAaZOnYqXl9cNCe1WlJeXh5+fH7Z/5vlTQRD+sosXLxIY+G9v7iMI9crLy1Eqldjbi58NwvVRVVXFE088wdy5c22kAQEBAHh6ejJgwACxBuwfEGvABOHfpVKpyM7ObuowhNuEWAMmXG+X14CB2AdMEARBEAThhhMDMEEQ/jP0tYUc27iZrNqmjkQQhJtaTQEpm9aydn8GGmNTBFDAvs8/YfvvTNiLRfiCcFuo5vjyJSxNyUFrArDFxbsDd0y/i7b/oTvm+qpsdn/1HSExAwn5nd2nBeGyqsyNLH5/M4XYExY7kFGjexFwbRohi4mS9A18umQHxTjSsucwRg7pgo8SsrYs4KMt+RhMoHByY9D9c+gd1CSnIlw3tVw4uJ31K87iPz6i/qWKI3z05g+c0Rmxd2nL+Jn3NN73laeyaN73XGjoI8c9chetnKEkbRPL1mwioxjAn2FPP06/AAWYdeQdW0/SN3soxZk2/Uczol87PBQAmfyYsJSgVeMJa6QpMQMmCLcFLeeS91Ph3ZZuPeOJj+9OuOcFvpn5LMvUYl8t4WZVyIb33qDAL574GH9y1TtZk5KF9ppSRt0FNi55n/Jm8cS3dif9wA42q3PRUc7x1Eqad+5GfM9uRDsXseyt1YhVhjc3fWku2w+rse08jAk9w1HJytn18Svsl3UgPj6ecPM+Fny5n/JfHVnG9kUvkuIcT3yPLvhU7+PdpYfQUMYpdTY6SShd4+OJ985i9lvrKcKCVnOGzd9+SW1wPPFRjqTu3M6us0UY8aPbvc8yyuMLPt5e3GicYgZMEG4bzkR2H8SIWF8UEgu6mmg8zd+S/NkKWr12L1GW43zy6iJWHM5CB0Q/+i3vj/UgV72LH+dvJcv9EKdOQeDQmbw0bRAtPE/zTvx2jIPWsmkTOId0pHfPDmgPfMzWs9B89Au8MrUXAapSvps+iU9O10fRrMMg7n38eXoHadj/yZcUyLV8tWIPVVV9mfd915/DrTnH8vc/INnUmSceuoMWnn8h+bdwe8jfxoaLvZn5yijaKUtw+fZrDp87RWFsCKFXzaAa8vaxp7QPj78yitbyQuSfJnH2/DlK2naj6+RHcGzmjYNVT87qVD5Lr0bSdGck/GMGKopOU5hfQcTANqhkQNkJVp2IYOL8EQwOtKcsAjL+t4ETZV2Jd7/q0JIjLD3ehgc+G0UfVyN5QVD4zTbSK54kuu9oouWOuLo7IOkt5Yc7s9BaTNhePMwxbV8euX8ULaW5mBd9Rv75HKojfXCTexD/QAc+/mwfxX1Hc+0eE2IGTBBuS7YoHcNo16M7fq4HyC7JZt3CnVjbTOSdpCSSkubh9/EMluWZ0WpOkJGVQcyEJJL+Nx3VjgPsOZuHDg0Zu+ZSEJlE0ifvMCWylOTlOwidmkTS2/ch+Wkbe3JLMeHJ0Jfqk30nffQGA51r2bxkHXkYKcvazJw9Cp5/ZSFJSVOJvByeNod1H/5Eum0P7ntoCIGust87GeF2VVdOpW0QXs6A3A6VvQK5UYv+mmTalrpKaiTN8HACFA642UmxNegwmBV4B/vicOBVgiNiGLM6jIVvj8avKc5FuE70VJfXYFMVS0xUw/YhhmrKrX74udYPrWUqb7wtGqoN1xxqqKLMGkigO2Bri8LFHXdzJTUGBR6+3ni4OyABCpI3sTvIl2ZWK2ZdLXUyf9wcAaUTHkobrAY9Zmt9lXbtOxOw6xhZjUQqZsAE4bZli61EhkxhxJxxku3HP2PRvLRflJiVCW3wxtdvIN16BBOMA/3b7iWrohKDEWASw0cFE4wbmvCexKbb0qFrMMFU0dL2DDZmM1ZkWPfNpfm4LxtqDWfkE9GYAAjloUnDiY5qgbMMqgrPQVUeq994nVLHPiQmjmk0ia0gXFfd55Cd8RyFe97lqTEf8XzyU7Rp6piEv8mKxQI2ViWyf+N3W+o7DPmyGeu+HMGfql4mQ6Y3NfR3vyRmwAThtmTFYi4l73wmJTn9iAqXIO1yLz8ezMNssWK1WjHpqnip+3VoamsCAY94ssdqxWouYc+Sx4n9zcIGCvSn2F9WTEDefk6f0WOyXIcYhFuTrRQJegwmwGLBZLFgsZFgawMmXQ2VWgNWqxUbiQQJeowmwGLGZLFitbXFxmqktq6+DLZS7MPi6NA8h+LGl+wINwkbG7DamLBcngm1kSBDj8FUPy1lNRkxIEViAxajnlqtFqPZAjZSZOjQGQErWExGjDb15cxGHRfWv0J8Yi1vLLiPtk71SyJsbG2xtRowmgGLGaMFsLXF5nIwZjNmqW2jgy0xABOE24aOosxTHD+uRq0+ys51n/PJe7vwvmcwoaHRDLCms/OHNWzbr0atVrP+pVEkqq9Ds07+NB8fiqNajTollX2HT3DqNwvL8fMcyJsfLmHyaBe2LVrA8t05lGsNWK9DKMItJmQ4Q5w+Zcn3atQ7t7DhZDGm5tE0c4IjHwwjfOZ3VNaZkDfvQ3fZFyQtU6PeuoE1mTqUweH46Hbz/NwlpBw8gvrYUY5u306mpSOBIiHMTUyJk6s9Fsf9qE/r61/y6cQdQRv56KvDqNVqUn78lt1Bw+jkAxd3L+aumTNZf7IE/LoyMWgZb32sRn3kMPvWrONoUH9i3HWcWDaHyZ9ncPeEXvhW53FSrSZfK8MxJJa25q/5doUa9abVrMiT4R4chHPDklW9+jA5PdoS0kik4hakINwWFPi18Wf1mvd5/ScACe4BPbnvm6/p6g7gzoBHEih65xM+X7AZHQBjeLWjBMe0ZkR2rsOpoR6fqDbgo0JqI6ftyLZ4AiDFxTeQ8Pa21K99diase0vcXOywiXmGjw6OYu7cTeDmhp9fR8Y098f+cl2eDkgbfi5KlW6EdGyPj8KdTnc9ilH3Gd8t/QnfwCl0C/G4sW+ZcBMIZMzTz/B/L85lLk5E9xnHmJ6ROACuYd0ZbBeITGKDXNaCEQ/dz+uvzWUuLrQfOpmhnUKwt1cx1m8lC9/agsEswck9lun/m0J4U5+W8A/IcfNrhV+z/aSnHkMT0QWVzJMhT83l0BPvMnenASf3OGa91Q9PwOoRSue2CnxdFICKkS++yYEH5zJ3W30fOXNeL9z1uRyrdSTUXM26LxayrqGl4XNXcV90a4ZMHM2ChXOZixtd7ryXfq2bIQeglB2LUwi/ewY+jURqY7VarQDJyckkJiaKVET/gEhFJAj/LpVKhUYjts0QbgyRiuhmVUPm5mV8uSKH0MlTuaNzc5xv+HM8lziyfDGffBzMzK3TrjxgdDkV0cyZM23EDJggCIIgCLcQR8Li+tG3dh+XDLWYmmT9gh5NngPDPvx58HUtMQATBEEQBOHW4tyM+DsmNGEAgfRNeOZ3S0iLiooAKC8vZ+/evcTHx9+IyG5JRUVFDBs2DKlUjGsF4d9QU1Mj+ijhhsnMzGTbtm1XbhsJwj+Vl5fH1KlTAZC6ubkB4OTkROsIdxa+0KMpY7upDZms5o2n43ByUDZ1KIJwS+oxOoVE0UcJN8iCxXV0bBtE764RTR2KcIv4dmUq9vb1G8RK5fL6tfoymQwXJztiops1ZWw3NblMSutIf1Qu9k0diiDckiQSW9FHCTeMp7sjzQM9xDUnXDfJBzJAUr8jv9gHTLiFWTDUGdEbEBsBVQAAIABJREFULdd5DykzdVUGjNe1zv8Is4nqah06c1PuumXFbDSi1RrqNzUUBEH4qyxmdFo9tToTTdOdmamrrkP7O18UYrGS8DdYMZv0lBbWUIcEe0d73FwVjV9MVgu6Oj06sxQnJ9m/m+TWasWo11Glk6BSyZFQzpoFJ7H0imBILz8cr1tDmcyKPcrQMxPp3+jfTWiKqtEYZXg1c+TmmQ81UXUgmcGvnueuxGnMiFRgtViorayitKYhkYZciZerPfZyW8BIaW4lNVfVIFUocXN1xF4GmPSUlNRSe2UrextkCns8vRRYtToqNFp0V3L2SXHzUTU8Kq7n7P5dfPp9NQOeHEH/cLnoqITfZNJpuVSixYgtSgc7XFV2KK6dWrBaMeq0FJfWYcQWO0d7XF2UyG1BV6nhUpUJKzbYSmS4eznjIC64m5wFXc453li4l4sRscy9pw1Bcj1FRTXorFZsJfLf/pxNOgoLa9Bjg0Qqx93LCXsJYDaiqailss6EFSmu3i64yG2wmM1Ul1dQUb95IgoHB9xd7JBLcnnv7i85P+kpFo13pLGFSeIyE/4GCzXl53jj3uWsKXZl1BODefbeiEY3msNQy8GtB9lZ3IzHHgjH7V8Ny0T2of28u9uDF19oizcejJ3T+99ssXE155nz6AZ2n5fy1I7HmOx640P4OwyV2SR+W8LUl8YyLbx+G+f8tJN8+8NuVp81IAe07j7cPb4HU7r6o7LL4oXOn5ES583lU2zWphXTHxxEV+dK1KlH+OCLU2TWGrDagNVsi8qzBQkL4lHtTua1Tw6TJ3VCKQFwZMCkeEZ0DyHaW0lUr+5MKDrC/l2nCQmIJsL+Xx26CzctA2lrV/D0kkuYFDZ4tGzFgzN60SdI+YsvN4tJy6GffmLONyWYZDZ4tWvHYw93pauflW0ffs1bR/XYmm2QW50Z/MIEHuno1LCRpnAzMuur2LnnHJbAdsye1oYgexOXDuzgoVdOU2lnRW6p/5xndHRC8YsjjRQe2MzUuZkYXMBO4cHI58Zwb4wduux0Fr27n13ZWix1tkQ9Nol3hnthqSzji3kfsqzACZlJh6pFRxJm9KJ7SDDPrr6XV7su5af4Kdzl/euNyMQATPgbJLh4RTD95cF4/mhh9L0R+KDlzN4yyq2XuFBiwGiEoE7tiHOt5vypC6jzq/h+qw0D2wUSZl/Dnl0XyKoygERCSKcYegRJ0RSUUZBfzsVqHUUlcjoP8KJ6XzUmn0IyzoPM0ZHImEg6+NtSlJHN4dPFlDb86gjv2ZXO7nVkqC9w+kwpSzdI6Rnjh2NeLVZ/V4L8HZAXXSBpVyEAdipnOnSOJkyl48KxMgqrisit1FNXB17t2jEkXIGuWsORvWc4V1Xfhk9EGHEtvXBR/Mbb0qDs8Bky4/uzuMcqZq2rYPJkV0zaGjIvFFHl5EdsYP2cWMnZNNTWZvSPdMFYkcfGLRcpB5Ru7nRoH0ILdyvZRy6iVVg5cqYMG4k3PQe5UbDrFGcq69vyDA0mLtoPNyVQW8yGdZnUp7GT4ukfSLfuPqj01Rw/fIG0vBqMgEebNgxree18oJGcfemkhQRwZ7gTcluguoAlb26kfPQENrwejAooOJbMs1+k4uPch1EdANrw9k93XzMTWEfmqhTe2lrLwKen8mFrZ2S2YNZpOZlylNwiIyoc6DFmKMPGdSLUAaCQpIQfmH+0B/NmdyTEwYHWndzYsbGYtLM1hLZzEZ2V8GvVF/h2XRUzPnmKO9xK+OH7g6QevEhrv3B8r/q+05dfYPUeIwmfPsUwp0I+/eowqccKiPRyxhLYn++ebEGA1EJeylYSVmQwqWMHvJvurIR/xEJVQRHHcjV49e1FCweg7hJffXeB3q/OIKG9koJ9W3lq2WH6tepNa7urDtUW8ukX2Qx77ykejzCSkbyTN1ar6RXampw9F5B17MZXr7ch4NJB+j6/i8O976SjQkrsHdO4p3cwLqVZvPrmCU5kl9MxxA9HmvHAbCsPf3uRUU+GNmQJ+Zno04TrpJIdn23nuKcNSgclNhW5rDxij//TKsqLNRQVmjl5voxOES4c2ZLOtowSKi0WrOhJy7XF58G2GE+n8+nKs1R5e+NkdCW0p4nV85KpnuqNXaGZao2W1Cw7mj8WRE1ZORlncrlYC1QXsvaIKwvmeVF2SUNpqZ60zBLCQ5UUfXcWy6DWeLtUs/6D7Xxd40RrJwsWi5n8EgfGjXHi4Mq97NBoUXjZY1tWyKHNMtp83gGVoY7cc7moSwF9FeUHa5HO6Ep86O+8DXUVbFVrGdrRi/ZecZQ9tZdTo4bTwqLlzOE0DhmsRD7QAmeq2ftlCvt7utI/0sj2j4+wU6vDihmDpQCNQY5bf3cO/7SF1TJvXDGjVMiJ6edAfmYu6mLAUIPmoAbrPU4MiDZz6Kt9/HjWgMrZQk1ZFTVaLc27u1B+KJNtO86TazIDOirVdQTO6ksb56sDryXzrJ6YAE/cnBt++58/zCZLHEvH1g++APzateeOFT9yMqeS/m0B8lnx6fYruR1d/X3p0dGZTala4sfEMapV/eALQKK0Jya+OzHUcSzj2jfOl2mJEyga+zWb8joyIwLsfd3xrCykIr8SbTsXnK89RBBK88iQtSUhCMCZCB97LpVVUqHjFwMwU+klLiqj6dAMQEVrTzmp1TVU6Zsz4i53AKxmC7VYcXNS3kTLBoRfM6Ep12CqcKZ9i4Zeo6qUNFMET4bXz6Q7hoXQxZhKdhW/HIBVlnDcEs2bUQASXJs3I2bHaXJLa8nXOuEb4YG7AxASxljJPtLKbOgR5EbXOAXpKUf44sglKoO96R7ifOWWo3dcKxyXZJH9ZCitrolULMIXrqvmXXvzygvjSXx5CKFnTnAWdzr1bsegwb15/eEuxMov8cE3xzhUUocFsBiNnNqxl+S8hgrc/Rg1aSCJ83rRw9ceOdB6xHgS543luXEtcT5/jsxaOWFhPvj4OF1p98A3RzgvcyZuYDt6dO/OK4/HMyji579zMZ1ZZ7xY+PJ4EueN47nxrTCdPYi6pP7PgbHdeO7p8STOG0rMqVRSK2xxdHSlVfTPN1YzD2Rz8lINht85/5rsDA6aA4kLcUYeHsMLnul8cbQWuYsrbSL8sSs8w7FCA9WZp9lvE86Ejh6QcYTnPjpJ/uU68vPYm3qO7IaZN4KieOPFsbw1uz3RShfatvW70l724VxO5GnQ5aQzL0XKEy+PJ3HeGP5vevv63ZcrLrFpw1E2pJc35HeEi9u2svL8tZEbqKpwxsfVAbvLM3zlVRS18SHoF+WcCQozYMCI2XxtHQ3qDGgcnPH1VKL8Sz/xfGnRSkNZw+wedjKcdBbMtcZb84EH4T+l7vRRFqw30HloAE5/XFz4zzJj0IPE5ImX+w1uWqnAXWfBVGfEdPk1dyc8CmqoaKS4mAETriN3/L0USKWAiwdBbrVU1YLL1UXKq8mKDGJkxwCau9XPtAweZEe4NxjyZAR7uxLgcfVPEh9CmwFIsHd1xNPhEnV5eXy24ihqOxdiu/rhhCOnlzZ2eV+lpo6iFkENsz4SlPb2uHjUUasDUOHrYYdSCShdCfeupbJcx4WD+1iwXkvskAgCqMSSVfQHC/l1ZJzI5ljyeU4eVeMgt6E2p4iiTZnM6tUWv1BvfGQ5HN6fTm5mNvLoDjR3ksOJEjJ7teXlrpcfdY9C5etDc0e4gAMdW7ghtbUFs4ni/XuZ+10VHUdHEEwVssKi+pmhSxWcDfanncs1IdXUUezqRKvufvQJq48+vmvbhvf0D3i50iwllwwirkpOXM65NAWKLnKkEgPgzx0P9P3lLUhDAe5VFeQU1KGNdEXxp3Ow5ZB+NIzWCX+2vCBcH0U71vLYJhkjJvZkbJtr/ycShD+gdCCqSweiOmhY895u0jLLaRfmivIP+j4xAyb8+6r1VF+qQQMQ4kPPkhxK5M0Y1C+GEX1a4ld1hv2Ff6G+umpOSu2I6tSaiYNiGOVry5HLf9OZ0OZWUXbtMV4qWm9LYVkBYNJTeDaLI+dc8fitvtZsorJGQ3lEFPcPimFUa08sCgvVvxdXfjarz8noM3kYr80awdynhrPg3WkMztvIqtOgdPcjrp0LRvUe3i9xo2trD1zkNtApgqHpaooDYhg1KIb+LR2oLikk99rGLBa0lSXkhLXkoUExjIrxRa4017+vXiqidmWzF8BkQV+ioRDA25WWUj0Sgz0xXevr72g8xaaca4NX4uFTwvkiDTW1DS+16MkY713Meu80DROFZCUf4GuzKx0i3HD6rc5F7km/bnLWfLiWJYfKMFx+CFKv5fSePXx6uLaRg7J5pf8npPfvS7/LK/prdJQ6SpCplI0+QSQI+IXRTr+HTaeBinKO5FRT4eKOtz2cXPYVfRcep1pnRubXjAjtAXacA0pK2J+vx+Cqwt0Ojn3zCUOTnXlpRnfGt3PH7o/aFP7jpNg52GCS55B9+baCmx9xsqMsP1o/L1V5PI2N8mCi3KDgaCozF65nZ2YNeATQQ3KApIOAyUzxqQx2K5sR7udMqFMFF7IKKKoC0o7znimMrt4mSjIO8cayhob0WoqKzSCRXt7qC/LLyGvhhm+jkQrCX2amouAEr09fxppadzIDHXnlSc/Gi8ocCInyomblt/Sceo7Ep/rz1HOdeOLZz4h6S4vFaou3fyxvLQUK/mTzvqFMCj3F62++zZtFttArjAHIwVaKR4swvKs+oP/YDJ55Iu7K2iUCOrLsvVruGjabZ6RWXP18ePD5B+jmoWV1Y20o7Qls347oVz4hMlYKYZ6E5XvS4XfCys64gMLLib49WtHJV4INAH7Ihp3kmZRc7mvZjIgIXz5ffgCZvz3NfZ2Q2ABObXn7jVwm3D2b1+VgNTnTf8ogXrw2445Uhken7vRd9y4tY6UQ7EZzjQ8TG87v1YlJDI6djZ3MFpm3N91dWoPck+FjO3Dm1c0M6rMcnS2YasL48Oi10TvSspUn/9tTSmmVDj8HJSicmPbS/SgWL6V97NdIAGNYK15/oj99I5yQ2BQBB5kcm35lgBQS254XnhtL/MB+JAUf48WXPqJlUS1mAKuMkKhuvP6xPRRUs/mLdSz4cCVSGwBPHkmcyaI2rldmGatyiyl3kRDTTCW+FIXGKQK46+5QJk+czStSGVG9uvPCuEBcJZBZVkJaYS1mKzg6BTJqiDcPjpvNC7Zy2g7pw0sdfHEuP81n32ZxIvMsIzZtBsA7rDnPvPwAY1s08bkJf5MUN3cvFB7nOJRRSn9/D5C5c/fDnRh/7+sEW8w4Ogbx5OJBBMkgr7aGC4UVVOosIPPgvoTODL9rNsFKG9y8WvBU4mCaKaT49m3Fnlc2MfjjFehMzkx892GiFLbUOjqQn7SI4AVSsNgRN7o/szv749wwvZW94yiWfhOuWcpRz8ZqtVoBkpOTSZyfwKovZtzAN+rWEhw7G/XWF8VO+ELTqqtBvWYdz2S25LsX2vIbQ+NGFPLhPZupnjiYhL7eKJp054cqtn96hNP4MOqBlgQ0vKqKTEBzRuTlE26MhDlLie8awahBMU0divCX1LJ/6W42nHRizDPdf70044Y5y0N+h5hYcDeXf08nfrodnOOYOXOmjbgFKQi3BA3LnptPcOxsgnu9zeNrvVj4lwZfAL7MeC6SXYvX8vk5/b8U55+hI31XKtszamk39OfBlyAIwp/jQNfeUXjYXuCj706Qo22KGLJ5a+RPuC//efB1LXELUhBuCSrufPN57vyn1UR2YcPKLtcjoH9ASVSv/rzeq4nDEATh5uUVRMK8yU0YQDDPrp79uyWkWm390FCn01FYXMmqTeobEdktSVtnYP32kzjY/8FOnYIg/C1Go1n0UcINcz6nFDul2BNfuH5Ons4nol39ZkZSna5+dyCj0UhppS3Jx8XF9nfpDLA3TY5CId5DQfg3mMyIPkq4YfJKbEEhpU4irjnh+sgskBDauv5pzF8uwk9MZNWqVU0a3M0sODgYtVqNSqX648KCIPxlKpUKjUbT1GEIt4mEhATi4+MZNWpUU4ci3CISE+sfIhKL8AVBEARBEJqAGIAJgvCbKot2sSRhKb9K3fiXma7U9assSJzk0wnvk/qP2xAEQWhQkkbSay/y0mc7ya9rigBO8umE0bzzOx2bGIAJwu2iaCPTu8QQFhxMcHAwwcHtGDThU878ziFGXSkX1Hm/nwHgT7FeqevX++C3YOzbk2j9j9sQbkfFKQsZEBxMcHAME57+glNVjRSy6Lmw7Q36BgcTHNyBqXOXcq7m6gIX+fzuKSzLa+RY4Sak4cj2bWQWetOnXyxeCqBgNVOiIwkODiamy3Q2Fv3GoXnLGBMcTHBwGF36PcX24vqXs7cncnefy33nEBanXduTFbHv89nMnv056aVwuV/LGDGblN9oSgzABOF2cOo7ho3+APc5P7LviBq1Wk3qts+4r8NBVu8obuLglLgGuCG2Lxb+uiy+f3MxvZeoUW95nw7251i+7cSvfjDotadZuWQFw75Uo94wn0DdKdbuO0MtkLdsOs18Y3h6wyWqTY21Idxs6vKzST53DmnffvQIdEBmW8SyeXOxm7UZtVrN1w/aMH/Ban49Bivgm+dn4bpAjfrQHt4ea2DhB5sopoD0HFeGP7KUA2o16o868vJzX5D9c4uc2bKVZV8tI0NWhcEM9f3aaB6buYd3v7nYaJxiACYItzpLBp+/s48ej7/Ks/3D8XZXoVKp8A5rz53PfMpzvd3Rp60gYUwnnFUqVCon7vkyH735qjqsZgxnN/6izN0fpaM3g1azmoc8RzNspAqVypkWQx/ltWfHExehQuXiQJe5KRjrK6H03E6eHlxfLmrMC+w4U4nFupfZwTPZCFQV7WVOj/r4VC5O9Hrwf+zONmFp9MSE217mWnbYPs+UfipU4TH0a+WPqvA0udfMghnO7+KQIoEJvVSoojoztIUTkoIsimog4M7F5BYe5v9+L8+YcBPRUVp0ipp8PbFtWtanOis8xLrKacwY4YNKpSJo8GTu0Gzl0LU5iPP3s7L6MZ6/U4XK04uIvqPoX56M+pIfQ+6dyvgxnfFVqXDuE88dlvpkc1arheJTe9h5dD9B4x4h9he7X0uJHjeOuuVbrhqs/UwMwAThVqcpp8AznKgID+waS6CtSeeLpJ3YdprDqQINGs1umr08lsSr701Wn2fZ91uuKrOfVh8/2lDGiK2qgjvna9DkH+LF8GLOy0bxzUENmrNJeC/8imQAtEi8JNy3SINGc4b5kVp2bk2luM56pRlnry7MWnGM5ORkktd9SueiC+xOPkjFv/n+CDcHUy0lFzM5qVajVp+lsMbY1BEJ/0kGtNUWpLrutAj9F6qvLWbPkqWkdI0k2GqhruAk67ZuQ9rrVUZHNFI+JIxgdRaN3d0WO+ELwq1OKkNh0FKrNWCx8OufXbXVFPmHENimNc3sAdrRY8Rpll8EWjaUqdNS4uFLYMvLZVoTNziL7y8C/nKcHPoS3RLAATeXODoHB6FyAVx8aX7lYWsHXF160jIcwI+wNlY25uRSqw25Eoou9xg/ffI+iftycERHSaYXo+/4t94Y4aaizWHXd5/w1SY1VYQxNfFN7nH848ME4XoxlOdwcvv3JGZ15Yd5PbAa67i4LZF3M2JJjDlJyvFMzudAelY+4a6+2Mt/f45LzIAJwq3OOYAY11KSV2/mSKEW8+UJJ0MtZTnHOV5iwaFaQ1VhCVVGoDaLtHNuuDhdVYdUhl1dzVVlsjmd6fzLMn9JDZoS8HH1w07587Rc0d4veDWtB8uTk0le9wnTB7XB+e82IdxanKMY+3wia5KTSU5ewj0x7uAUgJf5OBdKgLpqiipr0SmdsZdBSdomftificFkwdbJCzdjGhfLgFoN+VUGzHaO2IkpiFuQLVIZWCRFVF6+FW3ngb/tWc4W1i/y0xdlkSXxwcMOagrS2bF/PxfL68DekwCbNNLyAIsF7aVccqVeuCmhKlfN6p8+47Mzgcx5ejRh9nKsNhJwDiJGm0pSUhLLNx/kSOpBdh09S5WuYQ1HVSXV7k44NBKpuPwE4ZbnTdxdI8n+YTVfv/kGm1wl2NoAeiMWixOtp46nb7QPq5KX8nr6epR1Jznp9izPRAGXOzAnX7q1CuLHTQ1l9OmkK+/nyai/EoeeS9lbWDy3Gm80VJWo6HJnFC7K3CslHCJ60jVgC0lz80Bey6lzVcR0v37vhHCL8e7N2E5f8dHsuWxTVVJk9KDH5Bh87UC9eT5PZExjUEwQjn7dGRi5nA9nz2WjQzl5NoEM698SDyVUnljJh2t3szvrPPL338TcZzgTh0QhJtduVkpUHt7Yuu3m6KkyOsa5gyqaCQPMvP7qfNJDJOhzLiAZ+BzRKig9soV3fzzNtOmhBMa0Y9qQJcx7fi7qEDPagmKUQ58kUllCStL7vPL1KdrH6Vn9UQargS6T5zJo9FySRte3nL09kR9Pw4CxffBp+OVYvncHZQMmEtJIpGIAJgi3AcfQnjyQEMjO9Qe4qNVTPwmmwNWnNT2imuMWOhal1xGOZxahJ5h+8ZPo4gY6eQfGPB9BkNwN936jsHX2v1Kmd/exdHEDkyGGcfOCCAbAlZhRAwh39Gz4AmvBpA/vJgAJjh6xTJxr4PJwy3NALHHtgnCQKhnz9kS8AdfoYTwzVkdqDuDqSqdWnoS1ChNfhsJvcKPHfXOp23QcDQq6hLWlU2tfFEDIwOdZFBeGvVyCVOJH/D2zMG9Po5JIurXsQKdwT+SA0dGDwMAYxr/UFiQKPNzskTT1aQn/gBSXgEiigrw5uusAOW2HEWTvRJuxz3GvdB8FRjOKqF7EDY3CCbBpOYDHp8YSFugM2NFu0hwekO+jGBvs2w0gbmAEjjYagrqMZ7ZLPrqrWnKz+2XLHi0HMNgP/K9M25/hm5c1DPimEy6NRCpSEV1HIhWRIPy7RCoi4UYSqYhuVgbKj21m0bvrMfS6mycmdMdHeaNjOM3XDz7DXp9XeW1eDB4Nr16dikjMgAmCIAiCcAuR49aqD9PnRlMnV+Ha2NPf/7pm9E2YT3xA9JXB17XEAEwQBEEQhFuL3AGfoOZNGIAjflHRv1tCmpOTA8ClS5dYvXo1NjY2NyKyW5arq2tThyAItzTRRwk30qJFi5o6BOEWM2fOHACkQUFBAFy4cIGRI0eKNWD/gFgDJgj/LrEGTLiRxBow4Xq7vAYMxD5ggiAIgiAIN5wYgAmCIAiCcGupK+fM4VRS0/OpbZIk62Wkb9mI+tJvlxCL8AXhdpK3j8Wrj6I3NuzS7OBBVLdBDIj6red0BOG/rTbvACuWp1KGkoCozvTs1Q4vxTWFrCYqLhxgzZojVGBHUEw3enaNxl0OBanfsvJgCUazLUrHEPpOGEYLsfHcTU5HwbHtfPf5AeyHTCY01B+HujOs/HobOQYTSsew3/6cq06x9POtFGKLo1sEfcYMJMQBNFkp7NiTwsUKAE+6TbqTTl5yTHVVqLd8zt4LAA6ExvaiR6dwVLJKslJ+ZO1Pcl76uC8BjTQlZsAE4TahOb6c/1u8lTz95Z+DJjR5p9i1dgvZtU0amiD8TSXs+OQVduYA1fns2rSODcfyfrFZJoBJn8/2z99mXx5Qmc3mdRvYkV6Enly2fLePIr0JzAbKj/7Ewp+OU90EZyJcPwZNHjtSDkO7Edw7tB0eiiqOfDefZSfrAK58zlW/OlJD6hdz+fE0YDaQf3Ali9eeohoNp1IPczL9EkaAC1uY/UEyZZiprUpjy+VrpjyDVas2sv98KSZCGDbnFXqXLOKL1PJG4xQzYIJwW8hm06KDMHwcTw5vh7tUApip05RQkF+JswyoOsVX73zChuM56IDI+xYzf7gnpVnHOPDTRk6ZtaSkwLhZ/bCsLaLKbT1bdtchkdvTacJMAk+8xo9q8Gg/lOn33EWHZnXsWvR/fLA7D4MZ7FReTJj9CSPDyzi+NoV9+7agLs+huBhCx7/KOxOjSVv1Cp8ZxrJwXH0W8Ny9n7E+z5UB/YYS4nHttIZw2yvczsoTrXno8wQ6219i6zdfc+zkcQrbBNDc/udi+rw9bLvQnoc/SKC9Io81n35FZvoZSiJjiJvyDHe0DcTZ1kTRqa959eNzaKe25W+nORWamBFNfjoXLpbSYmrH+tnQ8uP8sFvF+FceYWSIPaUnl/Hmeys5PrwtPdyuOrTsKF/t9Ob+jxMY7Gnk4sEfWfzDBtIHPUpo15GE9HbBy8cZSdkqdk84TSX9CHBpzpinXiWorT9K7Sk+WrSLuuJKzJEeSAlg2JOR3P3VPko6D8fzmkjFDJgg3A7OH2aZfShju0biKr2caEWCncqH0FYRuMnz2PnZbqq8ujAtIYGEhHFIPnuRjUVWdJrzbNu1lWyHziQkjCMuVEbe3s84zh0kJCRw/0AXdv7vdYqjE0h4cDS+uefZf/AcVTgSOWAKjz6eQMLjjzA+1oH185dynjpKz2/neJ6SnqMTSJgUzZn//UQq4OTvRPmHX7G/DKg5x86VGRRp7FA6id+KQiNqL1EmiSDADVA64OFkh8JQQ901a34stWVUSsPwVQF2zng5yJDotehNKiI6NMdZKsFiMpF7LIV8Xy/EZkI3Mz1V5ZXYVLWmTUTDPUa9hmJLc4I96/s+uUcAAeZSNPprDtWVU2RtQQtvwNYWO3cffMxlVOrt8Alqhq+PMxKg+FgqpwK88cUWudKXiLb+KIGa/Iuc01Uhs7fj8t6vjh0647NbTU4jkYpeTRBuB7U1lLnY4ySxxRaoTVvMncPeJB0nYgY9xP89HMamfV/x2e4cHOzl2GCiuqgUSeZHtLa3IyCgA9GjhhLfTA4cQUYMPYbEEx/pibZVKZvePULs8Hi6yi6iSSmhoLoWIwq8a1PpP/09qrQGzDozXpEB1N/tDCCibUv6DIjHz+rPqa+e43A23B82krH9XmDzkWJ2bE+RAAAgAElEQVQC7bZzUiGlW+dYvBUiO99tT3OML159k0XLU9AQxRM/JDHzOi5drN7xGg9siiFpcWfk169a4YazYDaDjUWFvf0fl/7L1J8yOcmeha8P5BepIIuO8MPKFGRhA+jaxvvn2S07e+yq6351WxzEDJgg3B68/YjedpQDNVqMgEP0dDZkn2Bz0iOEl2jQ643oY+9iyZZj5GRnk52dR5lOx7zuALbIZUrslVd/Ldljp2zYEFUmR2Fjj0IB2NoisZXUJzNOfYeY8Wm8tF9NdvY5jqUkMujK8XLkMjkSCSBVYKcwYzKBwtWbmGEjsPnwQ1YdMRHk1YeO7dxFcmQBVO245+0fUGdnk529gZldvK5b1VmLB9JsYTNWffcoMS7iVrfQuEtbXqXz3Gwe+b+HGRj48zxpXd5R3pz/P/Yq+vD85G54yP9cjyUGYIJwO/AewOzZUl7p8Rzf5RSi0WjQaCqp0eqxkSuQhEfRq3wPm37cyalcDRqNhqPzezBn7z9oU6LAfkwcsXW1aEpLKdi6hU1/eJA9Ko+W2JreZMHa4/j26djo00OCAEDYcPpY5vPVNg2aDDXbTuWj8W1JM2dIfSce74eS0GiNyEN70UmfyA+7NGjSU1l/rhqzXwg+9kZ2zGlL69SJXFw6EZVGQ2VVDQZzU5+Y8PcpcFRJMdnv4tTZhg/StxPDXJL4cE0RGo2GnI1fs0LVn06+kL09kVEPPcQq9SXw78pop/eYv0yDpqSYs9tXsdUtnhgvM6dXvsTE7wp56cX76Okpo1qjoc5opbY4g7dfnMzx8BkkTm0LGg01dUYs1vqmzafTyOoSSXAjkYpbkIJwm/AbuYB0//foMXEEC7VGABwDWzN1ViKdXN3p9NyzXJw1n/uHz6f+WaExLHneBtlpFzz8fXG80lvY4xnmg4u8/gVbiTO+Ed7Uz/bLcPbxRO/mgLTjo3xwdDwTRySiRYZDvxFMC/NEiQxHTw88cGzogOS4BzdH0TDB5uDmTbchz1J7qTNxbVxu2Psj3IxCmPTCTKbfH088LnQc8SBP92+DE2DvGUa01g2JrQ0KZRRjpk8i4Yl4vsSNbhMf457ukTiU7WJnmjeRWYnEx9fvUO7ZoiOPvbaEEeFNe2bC36XA3bc1Hs1SOHbkBAPC2mEv8eHOua+xY8x44hfocPHuy0tfj8QHKHD0pHlANS52UsCbu996h61D4ol/TYJXyBBe+HgQXtos9mWUg3ofL96/70pLd314kGny7RxXy8hUP0L8J/Wvxz24kP+b0hsfxxpSv9iEz8SvG/0haWO1Wq0AycnJJCYmilRE/4BIRSQI/5DFSMW5PSQlrcH1znlMa+/8iz+LVETCjSRSEd2sqjmz/ge+XVtMq/umMbydPw43fLqpjPQtn7Po/xx47MAMLqflvpyKaObMmTbiFqQgCP8dVhN6bRVyt250aeH8x+UFQRB+xYnIuN50aOdEycWm3Ak/l7iPfx58XUvcghQE4b9DYodPu1E80q6pAxEE4abmFsaohx5vwgDCGfv2u79bQlpaWgpAZWUlR48eZdq0aTcisltSaWkpM2bMQC4XDzELwr9Bq9WKPkq4YQ4ePMiJEyfE0hzhuklPT2fkyJEASB0d6zcqs7OzIzAwUHRu/8CmTZuYNGkSl99TQRCur+XLl4s+SrhhampqiImJoXv37k0dinCLWL58OQpF/VYnUqVSCYBcLsfDw4P4+PimjO2mplQq6d69u1iELwj/EqlUKvoo4YZZtWoV0dHR4poTrhu1Wn3lv8UifEEQBEEQhBtMDMAEQfiTLBjqdOiNZix/qriB2lo9Zqv1DwqmMK/NLLZehwiF24/FVEfVVRsLmxq73KxWzMZfljM3lDPpqhs2JtagqaxC1yRPzAnXlwVT9m7mTr6Tia+s5EItYDFQ0/A5V1bWYvitTsyip/pyuapajA3lzEYdNVUN14mmGl3DhWa1WNDVaK5sbl1bZ2i4tlKY1yaEh5Zp+a1LSgzABEH4ky6ycta7fLv+JBV/pnjhGmbc/xFpNYY/KNiFOSfeoP91iFC43Rg5v/5FBkTFENMmjnGPf0Bqkf5XPxCs5hpOLnuWflExxLTuxl2zkjhWYsCCib0LhtKpUwwxMTF06dad/22r5I+uWOG/zWIqYc+23Zj8RvHiE6Np7mCiJm0J49vHEhMTQ7fu9/DN6dpGBkYmqtUfMDwihpiY9vQe8Cg/ntNixsTZ9W8zZWAr2sbEENNyIC8nF2HEirY8k8TJ4bSJiSEmugfTXvmR0xVGrHRhzonvcH74ETZUNz4EEwMwQRD+EYupmvOHk0lOrv935HQ2lXoDJTm5VJRmcnjvbvZklKC5eAJ1btWV42qLMzmTnY/WUEFWSiZlgEmv+UVdR8/mUalvunMT/uPqjvLlp0d4ZFs22eqVjIuoYtv2I5Rd832nqzjETytzeDo5m+yj39LXvYCd+9PQmCsxBc1i28kMss+fYfv/7uTQe9+Q1TRnI1wXFmouniPlQi6uA3rRyhnQZ5H09k90+fww2dnZbHqrNas++J6sa/sWfQYfv7qMfmuyyc5M55tnm7N2yQqyDRVo5J15cuE+MrKzyd4ykZVv/EAuZkw2JfjHL+N4djbZhxfT0prLobSLDYP4LiQkVpD0cVqjybjFPmCCIPwjZlMZh9cksfEiYKzEqGjN2OlT8DqZRmFuGmu+rcRvgIqH7b7h9X19+ShxBG7UcPzHz1lDex6Z4sGSCavpkb2Q+Lqin+sylGOwj+POh+5jSCcvRIpk4VfyUzipmML0KAB/2gZ6UlmaS4kWPK/ax9dUcJJM+/HMCAdoTqy/I6kVRVTUtafflMFQcJCkTSfRFpuImBCLb9OcjXBd6CgvycZY4kq36IYEQOVnOWQcwZMd6nsR55h+9F3+LWfLIfzqD7s0nQPmCbzZGUCGZ+tuxO3cyvmKuxkw5Oc5+loHB0JdrTgixcW9G5OfqH/dIJOjcnHGUya9MrvlP2AkduN3ceHpGFpeE6kYgAmC8I/IZP70GjaY0xtOg76EYzsyOHqqmIRhg4lKbsOTix+mrZOUygIjHVYsYfv5Pgy3V3Os1JMuA2Lxcr54pS47h8Cf69IpSd10gqPdM+kpBmBCXR4pm7exS51NHT70mnYXva9b3eVk5+ZhY+dFhNmIDhBZSG9WJvR1ViSGSHy9/4Xq8/bz/ufphE6ahtfVr1flsn/rfrLtvOnX3B3Z5de9ffDKPkdZI1WJW5CCIPwjdcd/5PV391GjUqHy9sLL1QWHX5WS4OASRutOthxcto29+45SLHOleZjvLwZW5YeW/VyXjxfeLs6N1CXclmwkKOwdcVGpUKmcUEqv49dX6CDmzpnNo8N8OLtuHZnV169q4dZRfWYLC7/cTmXoMGYPi7zyukGTx/bV37M+R8XIwX1o6fPn9gIVAzBBEP4R/cV97HDqw4sJCSRMHkmrIEe0l/94oYhLlvol0VI7V9p0G4Ln+ff55EAtDqFtCXOT/aKuqtzDP9c1aQgh/vY/1yXc3pS+tBswlocTEkhIuIu4AAfw6UBLw4/syQA0hZzKK6PS2Q93O8hY/SLTPtxBrd6E1CeK5nWrSDkPlF3kWGEtRpUXqrpDLPo2hTq9qf5JSW0l1XVKZLI/Ckb475KhsLfBLE8jv6DhJdcwYqSb2Xy8ftFXddoudsujCXOF4uNreePDxaRe0IBbBB0lK1l5BDAZKTt9kMPKlgS7QMGhH3ht6Q7kLQfy2J1xeMvrbyDqq4pZ/fmLrCoPZeLYofQM9+IXl09hPkWhvng2Eqm4BSkIwl9wnE9mfsbCuXZIABjDos2PMW75COJj5oKfJ26VIYyMAzz7cUfXRBL6dMF9wsfseaYLPs3D8XCoIyOnnCkPtsLhmh7IrfMUxq2dVF9XkA8e+UEMH3Djz1K4STh2YsrkFjw8LIb5cjlBXceRMK4DHjLIztzLxowwjGYrzm6xjB6ygieHxPCyVEFo/2k80yUalSofRfKD9Hy7FKNVgr1DNPcteJvWyqY+MeHvU+DuFYLcaw8HT10k3i8QlGFMe6wfU+7ty3dSI3bySCZ/9BFhSsgvPU/q8dO07HoHNI/gwacHMG5cDN862uDk2o57351Bc3MWK1Yt4/uP9yDz/H/27jysqmp94Pj3zMwcZpDpAA4oojjimDhrDllpzkmllTZh2WRlZt2bZQOV5WyW6c0pccjMEXOeUZwQRERAZg7zmc/vD7AUqa4/Ea62Ps/D88A+a6/97sNmsc7aa6/3ZxbNqmr9xn5zhAnS//Dlv1dx1u4Qe7+tunA6P/057z7eE28HSN+6Hv2QjwiqJVKJ1Vq1SE98fDyxsbEi59Ud0Gg0JCQkiJXwhfuUifLCQopKblzXxgHPAFdM+ekUVgByOUqpDY5ODtg52GDUZpGjNSBx8iLA1RbMRsqKCyg2KXF1dcVWDqCjKKMClZ8rNmYTZQUZVXUpFKhQ4eBcVZcMUKvVaLXahjl94X+SSVdETnYxRqTYOKhxcXVCJQV9cTY5Rgf8XO2RSsBYWURubglGpNg6uuDi4ohSaqIsL4eCciNWQCqzw83H8/cPBjExMURFRTFs2LAGPUfh9lhMOexZtoidyUGMfmts1ZOQpjKyMwvQWa03/Z5NlSUUlhtwcHLBTikDUynXMgrQAzKFPW5eHthJDZQWFVFUWnnTEidOXoE4SbTV198fbJw9cXe2Qy49xKtuC+ietoihjlUXVWxsLABTp06ViBEwQRD+S3LsXT2xd63lJU8NTrVslqkbEXjj5xGZAgdXb26eIWGDi1/1kINMjtOf1CUItZHbuOCrcbllu8rZm4AbflbYueKrqXnxynHw8MWhtvtDwj1LKvei54Be7Imfwzsfy5nzxkhCHBzwDrx1bpbc1glP2xs3OOKjcaxRSomjmxeObrUdrfbrD/YxXfMoJT/kMLRmddcP9d+djiAIgiAIwj3Crwszf1jfgAF0499pOX9ZQm4wVC0XZjQaKS4uvilRpHB7DAYDiYmJODr+SXdXEIQ7YjabRRsl1Ju8vDwuX74srjmhzmRmZuLt7Q2A/Pp8ivLyci5cuMDMmTMbMrZ7mlarZfbs2SjEIzSCcFfodDrRRgn1JjExkZSUFPbs2dPQoQj3iUuXLjFy5EgA5J6eVUuJqdVqIiMjxST8O6DRaFixYoWYhC8Id4larRZtlFBvxCR8oa5dn4QPYh0wQRAEQRCEeic6YIJwnynLP8aqGRtJa+hAfneW5VNWcuGW7Vns+jKOw+mFGLjAsuhltZQRBEH4fyhMIW7Bl3y17gi5tWXCvususnbaiyw7/eclRAdMEOqb9hTLZ0xmUFQUUdVfAwfPJbGOqteVXeH4xlO15h77gwVtxgG+eOKPGEa/s4RTmZV1FMWNsji88gjZt2zXcmFXApcLyzHhTefoznjfhaML97eChG95IiqKqKihxMxeS3JZLYUsBjIOzOfxqCiioh7mtS+3kFZe9VLi9xMZ2Lfqb+DBh0ex6ly9hi/cFSWc2buD4wk6/JtqcFQAuTt4dVB/oqKiGDpiBnvy/mTX7F94PiqKqKjejJjwIQeqG9KMA8t4Zfz19nIiKy/emKNDT9qhX1j73Y3Xnxdth4dycNyn/NkjHKIDJgj1KWM/s6bNYaeiOzPmL2PZsqqvmPZbWLAh6+/3rzNWjJUVGI0BPPXJMpYti2W4w0HWbt5DVm3/wO46Nc2imiFmTwq3J43VH32KJmYZyz6ZgmdZAmt2naXmJayvSGL9/O8Im7aMZbMnIMs8wqZDyVSQy7kr4Uz7aiHLli5k1pim/PLWIjESe4/TXUtj55mzSHsOZGCYJ7ayXDb8+x20wz5h2bJlvNEzj3/F/kLuLXtms+adVymPXsayxV8zsW0Wny7YST7ZnLlopXX/t5i/bBnLnvfgzekrSAdMpbnEvTuYrg/FsHRvJmW/r1LtTHCnJ3n64U18sSaj1jhFB0wQ6k0uezbsxugxgBefHUGHZho0mqqvPm+u5v0O5Sx9oSNqtfr3r86vreZSvh7SltK7eltA2z58squ66SjYz3sPd8W3+rX+81IBKM5MZNYjVdtaDn+dbRdqyy4sQaFywstfg0bTitBAe6RyHebrSz2nziOqut6grg8zf38BkMSSsbOJGRWKn1/Va48sTQNKSfz5Bz6ZspJLAJxl7uD3WZeYiREwVhazbGJV+Sa9x1fXdaN9xKhj2Aegz+fA0hdoXX3stpO+uEsjc8I9L/Vnthue4/HBGjRtu9A3zAvbjPNk1LjcjWl7OCyZxOgBGjQdezCosR3mjEtkl7vz8KvPEtWsCRp/P9wtWpK8ncUHgXuanoKcs2gzy2jTugUqKZB9jE05D/P08CZoNBrChoymb/avHKs5LJ91iHW543llrAZNSBMi+g2ic/ZuTuV60nv0WEaP7EUzjQbNsP4MKtVhAmQO7jz4+gp++iqGnr41Y7EhYtQgCtftorYumOiACUJ9KSslG0e8I8Jo7KFAKvnjJZnKAZdGTXjyqyNoiwrI2beUhzuP5bEhbfFUH2RKxEGeT0sjLS2ZrZ9PxLJlPvHZl1j5r59QPPgRp3K0aLWbaZ50CSgDp8sMmqFFe2UP0/wVnDx0mgLrrSGZTXrKi7VotYkkHFFiL/HEVgUYtxAdcphpaWmkpZ3np7eGUvLr95woMqMv34Kh/QJOJWvRatfg+9pTfJdqxmw0oK8wVKfqMKMv02G83ptT/ExAtBatNpXlE1pyZcl3HC+8MSATlcWVmKwVpJ/ZwJq1ar65pEWrPcy0ni2wrxQdsH88iwl9RRnFWi1abSmVJgtYTJhRoZQDUilyqRSp1YylxrVuNZsxo0IhB6Qy5FIJEosFq1WK0kaFLH46ap9gBm5ozfI5Q2tNnCzcK/SUaU3IK3oQ1qwqZyNWM0ZUKOVVja5ErkCJCXPNNtFqwogNNgpAAlK5AoXVhNkqRaFSolDIkJh0nP/he+LCNAQDEokUpZ0jjg42KGvpUcmatyT40IVa5+SKlfAFob5IpcitJkw6PUYzVGezvplZT8mVI3y38DeCh49iTIfGOB76DyudfuNAVBTvVRcL7DSUiHNpHPEOIqpDE9xVAN2IjYX8tHU4Ow6lXQRAIKEtnSm2FlOpA25MuUElmefj+PqRw8hK1EQ99zJvjY2sqmv7Nr5z20tCVNTvpZv0HEuPSoBedG7vja0tQF96PTacX47n0vovlr9TyMfQqxuAK36NvbC/uJe0jG63FqysoDA5icuDR9LVDaAZY8Y0+2/eXeF+V3qOtZ9+ycKNxyimGc8snsvkuhqq6vkh2tyZ5BxeyluPfs7kzW/STiznKNRgLMnmcvx3vHy0Mzs/7n/H9YkRMEGoL3bO+DlYyDp2gCPJBejNf7xkKkjmfE45ZVnHiFu4iizffowf1R0vG8BZjXfkE6zdlUBCQgLHD+9lybtPEeErx6a8lOKSCgwWAC1JSX899f5mtgSEj2TezoPEzR+Ew9U9HDmWhc4EuLjh0/lpfoqvPubBeL5+fTRNb8kDWYA215mmQd6ACZNZj9EIlJVSYDLelKC2ihF9pQFbmQfurrfmZUMqRSqVIsnPQ2sAKCc7u4CKiltrEv5hnFsxdtZi9iQkkJCwisntPcDWFWfLFXJLAEMl2go9BoUdKhmUXE1gf1I2JrMFqa0zDuar5JcC+nIKK01YlDYozfmcv5yHyWwBiQylZxCBbgWUNsg8SKFuSJHJwCrVUnF9nrzSEVdJFllFVY2uUZtDjlSNoxJ0RRmcSUoiv8wASifcJOmkFwAWC/riAgpkzjgooSI/jf2b5vNuvDPvvDmCZvbK/y6cygoqHW2xqeUlMQImCPXGlfCePUhMW86mJQu41KQRDtV/w6bzJ7k24Fkizyxg6aZUIh5vT/yaZeDfjqGdejHD5jne/dCbvmFgKMqjUCen7YhH6OWxl51b1rDkoie28gtsOTeYb6bcblz2tHgwmlHZX7B8+WKuFY/i2X7D+LdyIu/N9qJnKOhzMylUeNB7fDcgk2Nb11OZ5o2S0xw3vsjYIAWO5baY9Lv4z0IVIcoUjuYVE1x9BKPhHFuXLSONMnJTM5E490LjCmdrhqKwxTMkgvBtW/l6QTa+jlmcztLw1MhBhIU438mbL9yPfPsxrMl3LPhkGZ3cczidrqf5sFY0sofT82N45GI0SZ+Pxd7/AXo1ep6Fn3nTzimDo1lyunZqhoc1mXlfbSG4uQa5DCozk6ho3IeQ2nIrC/cIFc5uLqCO5+S5Elq3dwK3CB7rOJ+vv1hOTriK0sS95LR/lgg3yN65lrdXnyd68iyGRXRgfKev+Opfy0gPM5J/7gTats8QZq/lxLdzeOU/l+g7YDAXd8RxEWjRL5r27hVcPvEzcTv2c/ZyJcUbd2Hbrz1NvJ2QASWH9pLdqz9BtUQqm1md1yMtLY1Dhw4xatSoen2r7iexsbE8++yz2NjU1tcVBFCofWnboQWOZdmkXL5KgVaLVqtF59iTMY80xVpYhNHVGxtT1XatjS9tGofTeUBrCk8c5apWS6nehoDwXnTvEkqrsAAk+emkXMmkUCun7ZDBtPWzRWHjQXB7DVVZSeU4+QTg5+2G6qbbnhIUti74NWuCq9IB36YhKMuySTW70bl5a9r3b0Xu8WNkaLWUGZ1o0qYHka0kJP64mxSTESsGSrUqer02nZ6+Chyc1NjaF5N2+Rpat2D6tIigXZemeDqosBiLyNdq0WorcAppT9/hg2iqBrDHt6UGTwcbpKhp1isMP88ggn3h0qnzZGvN+LRoQ/vwIBxVMmbPns0bb7zRAL854X+TA35N/Mk5dYrMSgXNOvbmwQda4lI9tODkH0HXZt6oFM40CvTmWmIiWXpbWnfvS79OzXB2UONRcYkTl65RqC3D4hjOiOeH0VhVtf/WrVvRaDSEhoY23CkKt0mGUiUnJzWJi1dVhEYE4yi3wb95U8rPJnC5oBA8OhE9oR/+1b9nGxc/WjZriruDM4Etm1Ny8jDpJeXY+HVh7Kie+MpKyS/UY6+ww2qqqGqbtVrcWkQR7KQj89xBzuTLcPN2w2q1I7BJEN5qW6Sk8eOUVbi88jx9far6BYcOHQLg119/fU9itVqtAPHx8cTGxoo0H3dAo9GQkJAgUhEJ97FzfDNsNY4xo3k0qhl29Xx0tVrN9fy1gnC3iVRE9yo9uUe3MHfeLmR9xzP54Y541vu4yEXWTnub7ZYY3vusy+9rHF5PRTR16lSJuAUpCMJt8Gfgm6OQhfiiauhQBEEQaqXCs2UPxkxpRLGdL/YN0tNxo0W/J2jcusufLjAtOmCCINwGR4Iixe0YQRD+x9m6Eto+sgEDcKNFv4F/WUKenp4OQG5uLj///LO4fXYHSkpKCAwMRCKR/H1hQRBuW3FxsWijhHpTWVnJokWLUCjEmhRC3dDr9bz++usAyAMCAgBITU1l0KBBYg7YHRBzwATh7hJzwIT6JOaACXXt+hwwEOuACYIgCIIg1DvRARMEoQ7pyU+7SlZ2cS2LsN4uHbkp6XVUlyAI/yj6YtLOn+HM5VwqzX9fvO4Vk3poP3+1NraYhC8Iwp8yVGRzYttWLly/6+fRlF6d2xDgavsne+RxcNlasjSRDI/ugtsdHT2b3XNXo43oVgd1CferiuyTbNt6Ci0qvBu3pkPHFrjVXKTcaqYk4yQ7d56hGBt8m7ejQ5smqJWQc2oj208VYrIAyHB0b0Kn3p3w/bNLXLgH6Mk9vYul15eh8PHEVpfKtrj9ZBnNqOwC6TyoJxr7WnYtS2bL2v3kIsHOOZjO/bvjb1eVWeHg0QSulQC40m7IQMLdquYGmsoLOH88nuOppTe0kTmcWPsF2y2Sm5ahuJHogAmC8Kd0xclsnvs5iUE9CbKHQuNRCvRWxveNxNNRNB9CQ9Ny+Id/s/KYL42cyik9cZlSR3ceau3JjX0wkyGH/SvmsOq0D952pexJzELvPIH+oW4kb5zBlyc70yVABchxD7QlrEdDnY9QF0yl1/jt4FGsLQbx1LCOeNqUc2HVFyxeb6WRnxRTzi5OK/14e1gTbu6DlXH2p4+ZH2dPcIAFQ9F+klS+vPKgJxcOxLN9xwl09q7IszLYVOzB0pc646gv5/ye1Sz95SQVMjtsNXa0iwgHmjL8k39TGPU6P55tSUyY0y1xihZUEIS/IMcjsDsTZ8UyxAcK98YyZdc5Oke0xDNnLzFzdwBg7+bLwOhX6eZ/475ajq+Yx4/HczBaQOXoyoCJM+gZqOXinkROnjxAUsk1CgvBv//zvDKwMRjKyTy8mjnrTgElXNxjpHNELUm7BQEgbw+r97ry7IJYejllsOm7FZw5nkB2s34E3LDwpuHafn455cvzX3xGN7vLrFqwgqRT52kXVHVtdYz+kNih4uGp+4MJbeZ5kq7kohnZCT9boOQsKzeVMfS9LxkXZk/u0W95d/E6zvZ6g4439ou0p/h2vY4xsYsYFWDg8t7viN2wmaTuT+Ie1p/JHccTGOSGPOtH+k04QsFLHZEWnWLbD8k0j3mL8R0DuXngtDGPveXNE98eZsInfamZ4UrMARME4b9UzrWr13Cxc8a+IoGPXvmesmZRREV1p5lXCds+/Z6Emx5QVOEZ2pEHekQR9UBXWjpls+bjDaRRxtWTG9l1OBuv0CiiWkrZ8cFqjgMlBYf4cfZO7FtHERXViTA/93pfbV+4hxSnkSWPpJk3YKfGz9UBu8oiygw3FzMXZ5GnbEeIJ+DgRqBahbyihOs53nd9PJZhw4YxOvppNlys75MQ6paO4vx8LNpQ2rao7lSX53DF3IrwgKoxJxu/UEJNGeSU19i1/BqXLe1prwGkMhwaBRNszCKvwoHgls0JCXJDDuQln+eajwdeFhMV6QfZum0bP/77JUYPG8Yzs1dwNlv3e5XqzlF47DjC5VoiFSNggiD8BSOZ59ez+NEzfKo0YYgVsqwAACAASURBVBvUmUmTO9OkciPjHLrzS/Qw/GwtFKZ6seL8N5zL7lWdfxLAFn9lJpPnL6es0oBBW4hVHUIJ7QA3gsKbM3DYQwRYQkhZ9T7HM8HzzB42BT/E2jHDcFeloY/XIhadEAAoOcfabxby/dYESmjMhNiPeMLhzqsNH7+YBQ+UYTYb0V7Yws+zV9Fy6UhC7rxqoUFYMJlAanbHoQ6uj1ucW8XLK61MfSUKeyuUmKyou49gzEs9cCGbgz8eZdeeFvg+3Aa1EnBwwF5bTkUtVYkOmCAIf0GOZ3BvYl6cRW9PkNs54+7ijM0JHaWemqrhfaTIFQ7YO1dguHHkIWERDz5zkqGLv2KAo5yijJ18/3ZZ9YsOONg5oFICOOPqpKe0EsxlpWg9fXAXeY6EmuxD6DfxDTqO0mFBibO3M2TcebXOmvZ01wBWM9rGCi4eiiMtfyQh7ndet3B/yd87l4mLc3hkyhOMCPcBqwEkCpx8w+gSFYUXJlzSD7G+7Cpl+uoO2F8QtyAFQfgLEhQqJzz9NWg0Gvw8XbBRSMEvkHZr5vNFCmDWk3Myjl/2h9LI64Zd9SVk9XiAUSEhaHwb4ZJygp1/czSVWyOC1+3mOEDaJQ6mXSLprp2bcE+RqXBy9yZAo0GjaYSLjRwaD6Jb5Sx+PAzkpLDnfAZ57k3xc4LDn0bh9cwytBVGlMHdiSidw/rjQMYZtqYUo/PS4OVwnPff/4WKCiNYTFSmHiUh3R8P0fm6h6mwd5Jiso3nQnL1Jp/29FMuYP6OSgAK41ew0jaK9j6QtjOWYc88Q1xCDvh2ZpB8DnN+AYx6MvdtYLN9V1p7QfKmmYz+IZWY6TE8HhmMrVQCMjn2mtaEFM7ll9MAGVw4IUFmUFd/uARSLpLarjEBtUQqOmCCIPw5iRylnS2Kmtm1fIez7sAEtrRXo3bzov+MnQyYM5t+XlIUNiqUSjmSyFeY7/E1YRoP1L4auu2zZYSDChlS5ColSpWcqmqlKO3tUUrBve14Jg3dRm+1GvWYdziXa0u48no5QaipMeOnP8Pa/mrUzR5mR24gjw1ogxMgUzngbKtEIgGVXRjDJw1lWW816pYTOGNpxkPdW+CAL6FZMwkJ8EDt5kuXKYmMXPkKrRr6tIQ7oMLNKwyHRvYcP3MekxXAh7H/eo+cF5ujVqvp+X4J06cPxweQylXY29qikEkAX578fDZpo9WoPQIYM9/IKzFD8Cq9wKF9Z0hbtZRhkSGo1WrUajVv7pbh5BPJY1OGsfYBNWp1BEtoyrBHH8BDBWDizNq12D/cp9YOmMRqtVoB4uPjiY2NFamI7oBIRSQId5dIRSTUJ5GK6F5VzKl1y1mzy0jXl6LpFeKCSlbfMZSRdW4t7w25yqRL79C+euv1VERTp06ViBEwQRAEQRDuI860jupDy8Y6Th09S1GDpNK4ys7YeFqv/qPzVZOYhC8IgiAIwv3FLZRRU99swACaM37hsr8sIb8+nF9WVsaFCxeYOXNmfUR2X9JqtcyePRsbG5u/LywIwm3T6XSijRLqzaFDh8jOziYhIaGhQxHuE4cOHaJHj6pUC3K5vGoQTCaTYWdnh0ajacjY7mlyuZyAgADs7MTSkYJwN0ilUtFGCfXGyckJT09Pcc0JdebixYtIpVWzv+QO1SuV2draEhAQQHR0dEPGdk+bOXMmY8aMEZPwBeEuiYmJEW2UUG8SEhLEJHyhTt34EJGYhC8IgiAIglDPRAdMEIQ6VMrR5V8yb8U2Mitv3G6kMH0j7w+ey9mGCk0QhH+OrCPMfnos4z5Yz+WaOR/rxSFmtWpKzPY/LyE6YIIgAJdY/+ZYWqnVqNWOqCQqHNRq1F5B9Hl1A9nksmfeQhbO28P2JWN5/8d9FFbWVo8Vs0GPwWDCetN2Ba4BQ3ln8/OE1cv5CP8MZq78+iZtHdWonQPo++TnHMmree2B1VzB2bVTae2oRu0cxOCXFnGq0IwV2Pd+BK6uztWLa3rRts+r7MptiHMR6orVksdvW3dQ5tCP1154mCB7C4aLSxno7Y1arSawyQhWXDJguWVPC/rz39DdQY1a7UazNtGsTTNiASwmPeWlKXw/aQKf70xGbwasViylWfz6wcM4qdWonTryzGe/kmEyY6UTM04vxfLQRH7V33okEB0wQRAACOHhD1dwWqtFq/2Fyc6TWKPVos25zI45g3GtsCVi5FienNyDvk8t5cWoMFQKM2CkJPsahYW5pKVlkJ1fxk1L7pjKyL5yhewSI2ZTOUXZxegMFRQVFVJSafq9mK4og2slRrBaMFYUkpmWRlpaGhm5RVQYam+8BAHjWZZ/+QtP79WivbSFR0MK2LzjBEU1Lhl9SQI//ecEUw9q0SatobtTOr/uP0tJdbkxy66g1WrRanM4sWMOvTzr/1SEumKl/GoqB9LSsevXg1bOgCmd5f+aT/i3SWi1WvZ+HMySz1aTbqqxq+kyi9+eS6fNWrT5Gax9zZvv520g0wwliXG8Mn4E01adIff6h0+Lnuyj37PkQG+OaLVoz32K27X9bNybgs4K0I2XY6+wcPFFah4KRAdMEIS/peXctjUsmLW5OvfxGRaP+oStGUXAFRaPfJDX5vyb6OhpzFm8j98HD/R5nN/6A28+PZFPd1+jKGMrn4xaTELWUZbM/ZAFP5+j0gzoclj3ykO8si0XY3k6BxbP4YXoaKKjxzHp9c/YciKz6tOmINR0ZTdHbV5kSATgriGysQ9uhZfJLru5mDH9KOccnqZ/S8C7KT00TqjyM8ivqHo9++w+4uPj2bv/EFdL6vskhLqloyA3GUOODZEtq59ezUvkN8NYxnarWiJK3WkYD+kOkZhXY9eck+wyPcMzUYBciXf7vvSuOMb5fFC3Gcn8uK1883gE3rbV5a1WjKVFFEc0xQ/AL5z+fjKMuTmUGaqKaAaNQL5hJ5driVQsxCoIwh0xS4rRtZpC/IdNgRIOLVlARlEKW/+TwvlTNkxZ/zMd7CTkp1WVt9OE06fJSdafTyClR3M8z8SyJmMUs4b7UnDoUz76JInIWdEEUkHS9u0cOHCE9mH+aBwb9DSFhqbP49zR45xKyUaPK60H9KFNHVTr2XoobhvXsuyCBasuF98enzBtSktc66BuoSEY0ZVbkekjCPC7y4eSynEMjqT1sp/4fFkW/lSQdCQFVf+ef5Tx9afRxb3kAE1q7C46YIIg3BGlogkDuza9YUsJiWdPcHZHOX2+WkC4Sgk33Zh0JbRHezwvHOVS8gmOLLpI2Evv0wpIS73AicZqOqalkQaomrSmWVgIDvWex034n2PRU5KfTXpaGpXoCNTVzbBo06GzWDAUsBjJP/cTH834kQuPf0AXhzqpXrifSRU4N+3LuEnZ/HQkjTS0pFzS0VKiQvZftFniFqQgCP8FHRWVpVRUAlevcLaiDN2flpWg8Itk8uvdMKz+mnWnbp2tb+PTilbqfH5e8DYbzH15pEMgAKqQpkTaO9PnqZnMnDmTaeN6EuyhxFJzVrXwz2PrR6dh0bw+cyYzZz5LT40juLcg2LiNE1eA0nwu5Wgps/dAbQNXds/lnVVHqDSYkbkF46vfTeJVQHuNC3mVGB1dcVRdZdu2cxgM1Z05sxmzWYrIknwvk6O0kWBWpJB7/Rajkz+hsgMcuFj1QbAi5TjHFY3xd4LCi3tYsmo1iZml4KyhhXQXu84BZhPFqWc4qwyi0V+MvstUjrR6cAozZ77BxIciCesQTpumvjhcH97KyyXf3x2XWiMVBEH4S474BPphLPqS54ZvxrmpGn2u6i8aD0dCNWH0GtWJyOY/MPeVcfwcFc07E24s40RE/3C+W32WVtO70cSlalKFW/MhPNNpNh8+PgyFMxgKFLSd9DxNWt7dMxTuUerOjB6ykpmPD2OJnQXboK6Mi2mLhxJOnFjLwosOvDKkDY6enRjSbR0fPz6Mb1Rm7Jr3Y+LIFrgqCriyYSajv9FjtkpR4E73J1+nhUhmcg9T4erhj8L9N46ezaJrVCOwD2Xc+FBeemU8v6qtyCrt6fDGx4TaQ/bVk2zadR63Zj0I9w1j4lPNeOapYWzxBLnVne6vfUBjOyhN2sE3ixezbstBdAnp7Oz8LAvnPIp7RRH7f3iXz7ekInXxJ+qhJ+nS0htldTTXdm6m/MHXCKolUonVarUCxMfHExsbS1xcXP29T/cZjUZDQkKCWAlfuMeVkZmoxTHcD6fqLWZ9GblZ6eQUG8DREadKJa5NfVArzeSlZCAPCMFFCWCmvKCACmxwdnFCKS0jMzGVAjsfGvsrKE43oG7siS1QdHghM39VED3xMVo3sq8ajrea0ZfkkHo5Fz0AdngE+OLlao8cUKvVN60kLQjGsmtcSslBhwwHV28a+XpgJ4Py3BQu611p7uuCTGJFX5JdfV3JcXT3wdfHDRuZkaIrKaQX6bECMoUz/k2CUFf/94yJiREr4d+DLIZr7Fy2iD1XmjHujZGEOgKGIi5dSKfUYr3p92wozSNTq8PV3RtnWwUYCkg+d5VyQKFywa9xIM4KMJUXcDXzGsUV1c8z2vnQvKkXSrORomuXSM/XIXdwxbeRLy521+8/HuNtvy9pfWoxI9yqLqrY2FgApk6dKhEjYIIg1OCAb/jNE2BkKgd8glrgc0tZOR6NQ24sib2bJ/Y31dUK3+qf7BpXf1NylnXLj6FsMZpGLnZ/zIWQyFA5N6J5RKO6OhnhPqdw8CE04tYr096zMX8MnEr+5LpS4BLYHJfAuxykUK+kSk+69+rGvlmL+WiePTOfH0ygnQshrW69Eah09CDoxluMSjeaRLjdUk5u70ZQ01u3I1Pg6heK6y0T/o/xcbdo8j6IZ4ib8tb9ELcgBUFoCE5hTJy7sKGjEAThviTDpnEv3vu+VwPG0J7X9p35yxJyk6lqOM1sNlNRUUFaWlp9RHZfMplMpKeni1skgnCXWCwW0UYJ9aakpITc3FxxzQl1prCw8PdpSvL8/HwAiouLOXHiBNHR0Q0Z2z0tPz+fKVOmIJeLgUVBuBsqKipEGyXUm5SUFI4cOcLKlSsbOhThPpGRkcGECVVPJMm9vb0BcHV1pVu3bmIS/h3QaDRs3rxZTMIXhLtErVYTHx/f0GEI/xBiEr5Q165PwgexDpggCIIgCEK9Ex0wQRDqiYHclKNsW3mE7IYORRCE+5v2MluXL2HpzyfJ1zdEAKlsnvUOq879eQkxWUkQ7jPaC+v5bPYG0n/foqH/xHEM6daY28qukrONL9bY8vjz3Wtdxbl2lVz67SdWrN1OanVS4+ARM5kxSANIUTm44hVgxeZ24hCEv6C9sJ45szeQiT2h3R5i9Jh+BNZcSNViJPvUT3zxxS9cw4nwvsMZ9cgD+OoTWPTxdxzMKsJSXVTtH8rwp9+gm399n4lQd8pIORzP/n1XCRnfC6UUKDjIJ29/y5lKA/Yu7Yme8TwdamvY8vfywbQlpCDFpVFnJrw2iQg15CTE8f2PcZzNBghgxMzpDNLYYCjLZ/viaaxJAFDTbsgYRg7qiKeNPT4tZCx8aRmtt0cTWsuhxAiYINxPDn/KqBfWY/dgNNHRVV+PdJRxMuE46Xm3+TGw9Dy7didTcVs7GclLvozOOZRBo6OJjn4Q8/ePM/cYgBxn7xBad2uMmCUp1I1MNsZ+hCEymuiHOlCWsp+4/cmU1yhl0KXy86IFSLtEEz2oJZmnfmPriTQqbf3oNuwxJkRHEx09jocHBFOyuwTJf/+JQ/gfpM9LZ2fCaaRdB/NopyCcFAXs+GoWZwOGER0dTU+303y8aA8Ft+yZxy8fT+dC82iix42krU0CX/xwgCLyOJOYh12jnoyOjia6nZY3/7WeLEyUl50i4UwQD0VHEz2gMWcP7Gb3+UwMeNFueAwjQ1fyzS+1j/mLETBBuG8cYvrQTfSNW80zHTx/z0Vm7tyObnqwt1PAoY9p9eRiSioMuAS0YMqXW5gUAWk7Y/n3x7FsSwJoweubP0X11iy275DQKXI1A5+fxUsuv/H++3M5lFNV79BP9vHl8FtWHwRUeAWH0fmBKPxsTVSueZpfiwB0pB7awpa1FgZ8MpzGhYf56MV3+W7fBSqAdjPiWTY4m7nRo1hQPWzfbswMpr/4JO287/Z7J9yT0n5mc+5IPngyiqZyLary7zl4KZGMzk1odsNwryFtN7+VjWDGhChCZOFYCxZz6tJFctr0o3lHd5oDFn0ZJ75bisNTM+kgEnHfwwwUZJ0h56qWVkNa4ygHco+z9mJXnvqiJ908bCkKNJH0r00cz+1BP88bds0+xMqkvkz9TxTtbE1c8zKQsehXTuV3pPOw0XSWKbGxUyLtZKLj0HPokOHl3pnnPuqEo5s9MpMv6Zm/YVeqoyp9rZruk6L4Ys5usgaOpuYywGIETBDuF+kX2KsZxEORf3S+oCpZrKuTI6rcTTz++G5GzN9FQsJRVnw4lAsxr7Lr1BFWnrHQ9IWNJCQkkDC/PckZ/oyd9SpRvd/j122r+fyxtjTr9xyLtyVUldkyi6w3Pmf73wZ1jF1rWtMkCMCCUVdOcX4ZBtJZ//E6DB2nsulwAgkJc3E5moSDe3tiVlUfY8/3dLqWwu4dRyi8a2+acE8zVaKXOGOvAmRybBQyZGYjZsvNxaxGPQaJE3YqQK7AViFFYjbdVE5X+RurP/VnxNjG1L5uuXBv0FGm1SMt70rLZoqqTWY9lVZHHG2qujwyG3scrDr05hq7mvVU4IyzHSCRILexw86qx2CWY+fogJ2dEimQsWk1cUG+BCJBJrdD7WaPDCg+d5q9BZmYHe1/v4YUYa0IPHiW2laSEx0wQfinuJrCb4Mm8kJ7L9RqD/wCOhHR9SjpZU74Zx1g8biX+XzbOco6vcwHvexR2duiUNji7OyEvUKCOTWet57qR6BGg6bLc2xOzcZU64EyWTPzMcJ8nLFXfkTrxM0817hGkbRk9rgGEP5ABCFeatTqwSye1x9raTYnFj2Nv0aDpvVgZq7cT47JVP1pUvhHKzrK/CmDCVKrUau78+G+OnyUw6xn47THyXjnOborxb/Fe53VChKrHKns78veDotRR+meTxi+vjk7Px3M9eqtFhO6S7tZvD6BgA7D6NvGG8n1nWQyZCYLllrqE1eaINwvAlrSIzOOH3depshww3Z9MdkFxVQgx06bT4HOAlYLxspitKU2SG0bMej1BRzNXUjYwQU81jqYSWvzALBW6jEA5CUyb94W6PMpqVot2swNPOHv/ieB+DJi5mrOXktmzesVrJizhczSGkVkMpS6CsrLdZgsAGVcvVpC+oYPiN7YmSNaLdrco8x9qg+13eQU/oFcOvDsN5u5rNWi1e7lzW7eoHTC3pJDUTlg1FOmN2KSq1BUJ+M+c7UQs8WKRGWPrSWX4grAoKNUb8YiVyKv/g9YeuxfLDowlZfHBTTkGQp1QoJUClZpGfrr017ldjhJ8ikoreoGmcqKKJI4YCevSsZ9+epViiuNoLDHiVxySwCrFWNZCcVSe2zloC/O5tj6j3h8lZyPPowm3EEFgMVk4OqJzXy8eCPFjYcR83CrG3LhAnodejtVraOqYg6YINw32vPcvO68OHcWX155iNbX+0fXkjlp05LRXVszQfcdC35woYufhPzzO0iofISJkhNsXLGXXFU4TXs8zJNqFYm2ZWAfjFf2d6zZ2oweXi74tAkkX3uevXEFUHKYw+U6hv5lPJ48+H4s1x6O5s1YO8Y92prfcx67BtDdbhd7t26CLD/sFWdYte8BPhscRlj7MpLi4kjSpRGfnEFgx7v5ngn3tIABDA0YyaKvm9PTM5OD57QEDmyFrz0kzp/I0IvRJH0+FvuAHkS5PcfieUF0U19m92ULbR9thpcdUJDEVwu20e6zONo39PkIdcAGZzdnrE7xnDxXRss2DuDRhuGtvmLJvA2UtLNBe2wzKeFP8qIHZO1cwdTV54mePIthER0ZF/EZX30SR25rA9eOx5PZ8gnCnUo4+f2HvLg6jaEPDafo5B42noSQzkMIrDjIx2/FcK5ZDC/aX2Vn3FU8m0XSprEPtgooO3qQrJ7dCaolUtEBE4T7iM+Q2Sxqsp7PZsfxR04LDf0nNsGvaWNe/0rGJ+8sJ+6EAQePAEa88TSdG2ViPHechO1xnAMIGMjMgf5gE8yEp9exeOtubIY+xZiOrchZuZK4BCAigqeHN8P3lggUeDRpSXNJI+xkAM15asGHZE5fxbZzgUxrGUyrblbU9sEMeWYMuvk/sOPnY+iBsDGTcGvfghfOTGN5XBL4+dEksjNdG3uiqp+3T7jn+DBg8lQSZ8cRd65qGYpBkcHYAe5hAxjp1hilXIpCrqHfhKc4/0UccdXLUPRp7V+1HEpBEhnNZjJzgHjS4/6gQO0Tir/fXpKPJFAQ1g03pSs9Jr3O0be/JS6uahmKl17pgitg8WlBr85qAlxtAGd6vzCDg9OWEJdetQzF5BEdUJsyMdgE0MmnmJQjO0mpPlK/kEH4Kwpx9okioCSBuLgEAFoODSBU44OtIpsd887S8tnX8KglUonVarUCxMfHExsbK1IR3QGNRkNCQoJIRSQId4larRbJ7oV6I1IR3asquPrbBhYtT8D14fE83qclrvX+ZEU6O2M/YvWxAbz5wxA01VuvpyKaOnWqRIyACYIgCIJwH7HDv11vHsGLQgd75JK/36PuqVD7dWfC8D86XzWJDpggCIIgCPcXe08iHujVgAF40W74qL8sIc/KygKgoKCA3bt3ExERUR+R3ZeysrLo3r07MlkdP/sqCAIApaWloo0S6k1mZiYbNmxg5syZDR2KcJ/Iy8vjmWeeAUDu7V018dDFxYVu3bqxYsWKhoztntaqVSs2b96Ms7NzQ4ciCPelwMBA4uPjGzoM4R/izTffpFu3bgwaNKihQxHuE/PmzcPGpiobrlwqrVoIRSqVolAoxATyOyCVSnF2dhbvoSDcJRKJRPx9CfVGpVJhb28vrjmhztja2v7+vViIVRCEBqajKKPwNpN+C4Ig/AWTDm1eLrlF5RhrW4b+rtNRlJFO/l80bGISviAIt0+fx5kTSeTrq5MRKWxw14TR0tfx/1FZMmun7aHVj88TWadBCv8Eeu1lTidcoRw5am8NIY39qhIw38hqoaLgMmfOXKUCBa6+wYQE+WAvB3Q5nDqaRJHZgkxhgya8E/5ODXEmQt0xUnx+N59/uo6SzmOZ9nhPfCV//J7lKneatW2JR20LDOquceJQEiVIUNl50qR1c9x/L2cgLzkVvXsAjdR2SCVgNurIvHCI1ILrZWzwaRJKkM9V1k57kWNt5vPR682obQxVdMAEQbhNBZz56XvmbjyLTmUBLJQbKnAMnsQnH/TH9bbrC2fSj+F1H6bwD1DCsR/eZs5WBWoHAxb3VjwyeRIPhrndlPrFbMjjwPfv8s1uOU62Osx+nRg3OZpeTcyc+3EJsVuSsdqasepy8e3xCdOmtPx/XMfC/wpT+TV27dmPJXQYMeN74mtbQeqGz3h/QQ4OnmDVmgh65gNeG6jB7qY9y0ne9G/eWViKh48Vq05J2DMzeKG3P9K8ZA4c3s262M00evVTXunTBJWsKkXRhjmjWFU8gMYuAB488PhEfDzDmfTjPCoj3+E/jyxlchOHW+IUHTBBEG5P+VlW/5jJA7M+Zkxrd8BMUeYpDm+tQEcZqYcucjkjkdSiIsrLwbvrGEZ18EBfnsmBn9ZyqvqTok94D3p1boOHXRb7lybj+2QPvEqSObAyiRKvFK5cAaeQjvTs0p4gt3pfRVG4F2gPs3abmae+XsEQ1zTWfruCs0dP0bFJLxrdcMno846w9YgNz36zmH6OSSybv4rEUxdoo1GwMTaZbuu+4qkgJTkJy3j35V/JEB2we5iZksyLnE/PweehSALtgPKLrFqTRu/3lzC5nQPZe+fy2oo4Lj4QQ8SNiRvLzvP9ynQe+mIDTzfTk7JjPh9v2cKlzs8QVF7A5YsXSMurwKPGLU21fygTpy0julXNWEIZPd2Op78/ybj3u1Pz/oCYAyYIwm3yIzismF2LZhATE8P8/VpcfNsy4KluNELL2a0/sDruCHkVAJdZP/1r9hfUqKIyk99WbmZPYiY6Uvl5VhzngfLCI6z+4BP2Xa0u85/N7Dx6mfJ6P0fhnpB/jlRFP9oGAo7uhHipcSjPQ6u7uZi5IJVMVU/C/QG1D6EetihKCynV+9NvYmsuzH2HmJdf46Mf0mg1PopGDXEuQh3Roc2/hrkwkPZh1QmASq5ywdyFLk0VANg1bkc7YwpXS2rsWpzGOUsverUAZHKcg1sSZrhMVinYazrx5MuvE909EHWNz4PFWSms/DiGmJgYYlfvIbP0j9c8evTDZdtBUmuJVIyACYJwe+yDGfrkE3hdyEdvgpS1oxk2x4tmkWOY/GY44EhwxwE8/mw/fJQFuP/WjkXxk+k62AkP+3Li1x0FYzGpiY54DxlCv5sql2Onbs7Ax2PoY5/Jxg8XkHItnRJ9M+xFQsh/ttIkNn27nNW7zlBKECM/mMFomzutVI6uTI9/164ESKE84xRny/TiH+M9zYzRAFKTHy718PCqysmTfs/MxS8bKE/lwNbd7PYO4JEHgqpub6pdcM45Q2kt+4rrTBCE2+bauBsDG1d9nxuqpvnpK5w8soZjl8JRoUbt5IBSCeCGV4AWpdSG7B3fMOMHHUNjYggmm91zT+B2S81yFPJG1Q2nPc7OMmQYMTfIU0zC/xQbH9r0G45Lqz6YcCDQzw7y77DO5B18mu3OVy8MJdBOTmmGhsK5n/PbpS4MDamTqIX7nExpR9NOw2gKYMpGkTaP5JwsKgxB2P3NzAlxC1IQhNtzZjmj5vxERlHVfR7P0G5EhDpgTW+Jxr9m4WPsWtuS8KZKdBXXyG/Th3FRUUQ19kFH+R3//xT+QRRO+IVG0C0qiqio9gSpVRDYkw66L9mUFTnJmQAAIABJREFUAOSncTjlGgWuQXg7QMKiUbSfvpaSShOKgA60KFvIr2eA7IvsSStB7+6Hu5sSh72/8kuqASQWjJZ0Mg7bo7D9u2CE/11KbB0kmGwOcSmtepNHOA8oV7BiX1WbpT0UxwabToR7QMb+pTw9fTrbzuWDVxt6yRewIB4wGcg+tp2ddu1p7v5nxzJRVBTPokUJVT9W5JF+xQhyWxSK6iJpqaSHa2q9rS06YIIg3J6WfRh+5SNa+9gikUiQSGyIHLWRiC9epr0S4DifPdEVd4kEiaQD1z7fzAthdnj2nMqgI1GoJBIkA59nb5IJv4Y+F+HepmjFU68+xNw2EiQePfgx2YOHB3bEVQr6kmyuFpRhsVqxcWrHqAmRzA6XIPF5kPhiDYN7tMI5YBgrvwjnjc5uSCQKAju+jOdHCxkoJoHdw2zw8G6BjY+EQ4nJVZvkGp56/yVOjfRBIpHQ5oUUpkwfh0YOJl0JuQUFVBjMIA/huU+ncaCnBInCkYHvX2NSzHD8ZVB4aAmPRoYz4uulxPRpik2X2aQiQaaD01+0qWoLnfuz3bM1Q/q2xbk6AXjKhpXwcD+Ca4lUYrVarQDx8fHExsYSFxdXT2/S/Uej0ZCQkCBWTRb+wTLYNHMNWZpIhkd3qeUW451Rq9Votdo6rlUQahcTE0NUVBTDhg1r6FCE21LIkR+WsvGwA4PeepKOXkpkkvqOwURlya/ENNrO+LJYulVvjY2NBWDq1KkSMQImCEIdUuDk7YGbq72YYCoIQgNxpWPfvvg5JrFm7W6yKhsihkQWj/oMv61/dL5qEm2kIAh1yIsez45r6CAEQfin82rNs//+vAEDaMMLW3b+ZQl5SUnVQhgVFRVcunTp9+Ex4faVlJQwb968m5JtCoJQd/R6vWijhHpz8uRJSktLSUtL+/vCgvBf2LNnD5GRVUnX5BZL1fPdFosFo9Eo5lfcAYvFQnFxMXq9vqFDEYT7ktVqFW2UUG/0ej3l5eXimhPqTGVlJdVT78Uk/LokJuELwt0lJuEL9UlMwhfqmpiELwiCIAiC0IBEB0wQhAZ2kq8enMO+hg5DEIT7R84p5k+fystzf+VqRUMEcJKvHuzN+3/RsIkOmCAIf8jeyuTIFrir1ajVatRqP7oOnkvCXT1oOdfOZdWaK00Q/k72vg/prFajVgcxeMp8ThfXUsis59IvM+ioVqNWN2H468u5cP2Cy1jDI/4+qNVq/Jq2Yu6x+oxeuDsKObJ9OxmlzRgxvCeNbLnp9xzU4nE2ZP3Jruk/0F+tRq12p0XkZLZm3/hiLhtefYF5ey6hN9fcMYs982KIiZlHYi5AOBN/fJmMATF/+uFSdMAEQQDMGBJW8ujI+bjP3ERmgRatVkte+jHeGZTEhq3ZmAyVlBVXbddqtZQbqh7gsVqNVBSXU1ZWtb24rAKj2QpYMJSX/F5eW1yCzlR9OIuRyt9fK0NX/TCQ1WKisvSPY5RW6DGJPJDCnzGf59sPv2P0Di3aixsY4HOVNb8cR2u9uZiu7BSrFm9jUrwW7bkfaCNPYuOeM5Raj/P+4FU8sOki2oIcji6ewKFpn3K6Yc5GqBNWytNT2Z2cgmpgXzp7K5FZM/jurX8R8M15tFot8e+58cm/fiSjZttiucLCqe/SbI0WbV46/3neji8/X0+WBYqOLmd8786M+fI30kpu3tFiLuX0pp9Zu2or11z0mK0AcmydBvH6Rwl8vjCF2pox0QETBAFMF1mz/BSR0a8T0zsElaxqs8LJmwGTv+LdAU6k7F5CzPAooqKiiOrahomfHqMEqCz+malNRvHk81FEPdCZPuPeYuPJPEzks2N2NAN6RxEV1YN+/XoxZ1MulRgoTdzC2089QpcHooiKeoEV2UUAlBckMH9i9TG6RzIy5it2JZVj+vPIhX+yy9s4ZPMaj7YHPIPp2rQR7gUpZNUYTjWmHSTR4QUGRwCNmtM72BlVXjq55XZ4BbfAsfw8CYlnuKR3JjTQA5uGOBehjugoyL2ALltOp5bVGdVzTrLL8ARPRFUtEeXS7TGG6/ZxMqfGrteO8qvpRV7sCyhUNOr0IP0rDnMmD1w6jGf5zgN8N6k9jez+2MVqNpJxcjt7Uy4TPvZZ2tVI/xE8ZBTSuO1criVSsRCrIAhQUky+UyMCQzxxUNZWwI7QHmN5wzeSjPxyyN/DjMlL2P9mR3pgRqbWMXR6AuN8L/Hjv77n0pkLFLV5gAenfYZTvyuYjAYKTm/g+y+Wk/zgMC7Hn0bd/hW2fzsQX9t9TNesA8DBtTWTPvuBNsn5UJbMurknOHz4FO2a131aI+EeYywh41IqadlaTDgQGBFO0B1XGsxDMf68OestlutN2KiCeOTdj9DUQbhCQzFSWWZFrm+PJuAuH8pipvzqCX7edwKnbq/SveQ7Vp+vUSYgEL9ze7kGhNR4SXTABEEApQpbQxkl2goMZn4fAftdZSHntv/EvC0HydOZ/4+9+w6PqlgfOP7Ntmw2bdMrYUkHAiy9S5DeQUFAQKOi2A22y7Vwc7GhWABRpIhRBBFQem+hk9AWQgsEEiC9sembbPv9kYABA/f+LpAYnM/z5HnI2TNz3rN7mMzOmfMOSvLQl3tWvyjHQfUQTUMBPNAEOZBtLaEi/RRrl/7Md0nZeFrNVJTkYqIJ5GaTIrXFMaIpfrfkLC5J2sWCeSvYWWjEjRJSr8joef/PXmgIKnI5s28za/ado5QAhk0Jpsnd/gXL1zFzaRHP/7aODiop+WfX8eXCeZwKf482rvckauEBZjUZSN02i1mHgpmiXsPKMwkcyQDboHME9gzBSXlrQ3ozcQtSEARwCEAbYCJ+9Qp2JOX/Me/KWEbmmT1sP3KarYeTcXroJRbGxhL74ZM0VqvuWCWXtjB1nzMfzJ5L7Pfz+eLlntgB2CpxLKnEkF1ACcCVVBJNRgDydGuZn9uDebGxxM58hyEdNOJbolDFIYi+E6fwTWwssbHTGBGuBtcQAky7OZUGlBSQmldEqcoNJ1tIOxDLjHU6DEYzUpcAvCsPcC4DKMohucCAyV6NQ3Eyx7PyKC6wgkSCzMUD56yTpFyr75MV/ndSFLY2WOSp5OVXb3LwJUh6hCOXqtqZ8tREEmUafB1Af+kQy9at41xWCTj6EyrZz/4LgNlM0ZUkzssD8Lav/UhWiQyH4B6MCZeQmppKWnYB1woKyL1WXD0PFijI55qvK861lBdtmyAIgBstBg1loHkVW76axi6VDTY2gMmKTOZLu4mjadHSg1W75/BeghO4VVBS9h9mxzeO5NHWc/npvbdZLLWhQmFATig4N6ZdkCvfb/6a1xOcUXkYKCmraqwcmvUics8vfBZ9BOxNXEk20iHy/p+90EC5duGR7j8w981oNjmVUqxsQv9nWuJpC8cPxvL5+Sie7dUcB6+O9G21jHlvRrNGVUyhc3MeHRKGayNvJrfez6f/+gfrnMFqzcdV+wLtfOr7xIT/nRJnN2+kLrs5fi6Xzl09wDGcx4a4MvWDd0j0l2DKLsBj9PuEO0JuwiGWrT+LslEHwrURjB/hzD/fiuZ4gIXKawZ8xk4h2AFKUw/x6+/L+X3vIUoyPyL5xHhiXu+NpuckYqqH6VN3zGT5Wejbqz1u1Z223L3bKez1TK23tUUHTBAEAOz8W/PI0z403q8jrdhAVZdIhpN7OG0iNCi8huPgFkRmEeDtzfjWShoBtvbteeKrMPyraiG093A8cMTN35sXx4/jQFIhZiTIfAMIHOyAn8INVZ9hRPkEciXPAL6+jG+loBHg0qwfbz1tw8kMwMkJ116uNAoOwLG+3hThL05N56hpWIKTKEaOe0A4Ec08UQAhwz4ktiQAe1spMokX3Z98H3l8MiXY4hnYjIggN+RyN/q9/BqmA0kYzRZktirCO/ak8X8Y3BX+yqQ4NwqnhcaHhF37uaQdTqC9PeFD3iTaXkeOyYxc6Yu2Rwj2gE3LIfzTLZKAJs6AkuYj3+NNp+MUYIPS0R9t10BUQKWTD83b9sE18KGqw7gE/OlhDc+WQxjRBDxvDHedIvb9Coasa1trGyaWIrqHxFJEgnB/iaWIhLokliJqqEyUnt3JZ9OXkNPmcd55th+N6rxTfZyvBz7PqYEr+eLlRjhUb625FJEYARMEQRAE4QEiwz7kISZ/rqVSZo9LveQVacr4+Sswu/7R+bqV6IAJgiAIgvBgkSlRe9RnRjclLv53zoNhc/XqVSvAwYMHefLJJ/H09LxjAeH20tLS8PX1RSIRD5cKwv1w5coVAgLud3IfQahSUFCAUqlEpRKTwoR7o6ioiNdee42YmBgbmb9/1dRZDw8P+vbtK+aA3QUxB0wQ7i+1Wk1qamp9hyH8TYg5YMK9dn0OGIg8YIIgCIIgCHVOdMAEQRAEQXiwlGRwaPM61h04j95YHwFksH/RfHbcYcBeTMIXBKFaFvu+X8amgkBeeHUg/rYySgtOELe0gJYv96RRfYcnCLUoSt7E3DlbyERFcId+DB/RA/9blrjCYiL3zEYWLNxJDg40fWgwwwZ2wlsJXDvKd58u45zBiK2jK/0nTqVn4/o4E+HeKSUlYQcbfk/Cb3RY1aYan7PKuRWjJz9Fq9pmCxXEM2vaL6QgwdmrLY+9NI7mTtdfLObEyvXoW/ama7AHMkwUXdpWff39IbzvM4x+2A1IZnn0rzRePZrgWg4lRsAEQahWwMl1pzmy7WO+2nYFgPKiZA6sPEZOPUcmCLXLZvv8L0hx0qINdObSsd1sOnqZ8lv2MlZcYftP35HpokXbWMnJg3HsPJWOgVTWfvgzF5zC0LaMIEB2md9nb+ZqvZyLcK9UFqSz+9hJbNr2Z1T3UNRyPQd/nME+YzBarRafkn3M/vUwf84oeI298z9kv0SLtkVTHPP2MW+1jkKg5OIevp72OtHvz2fXRT1mK2Bjg8zBmzCtFq1Wi1brT+WZDNIzCzFLfOn69OsMsP+J2L15tcYpRsAEQajBj+GjFCx/52fiB08lqOZLWUeZM+cbVu67BECvKct4v783lWUXWTvtG1LcpGzYkEWfPloKAkKYEBmJttFl5gz+gUbzv2SQcz4Jm77nYuNxdCrZzDdzFqOrXqvtel26Zf9gTuV4Fj7RAoDLu+bw+2U3Bg96hBAP27p9K4S/vvStrL7Qlck/RtFamcuuJYs5cuYkGa0bE1Rj/b7Kq3vYmfEQr86NooUiE88FsSQlJZHb3JkTO0x02DSW0d5ycpOUfPL8aa7RX4z4NliVFGSc5urVfMKfboObAsjXsTyhMeOmT2BAgIr8s2oyv1yDbmR7It1qFM09zOJDoTz/fRQPuxhJO+bM/J83cXqIlvYeIfQcNIyC4z9id73nZCNF5d2a4VGtASi5sIncLAUt24ehVgB40+9VLbHf7yWn+whuzTEhRsAEQbiJS+tXmNRhPv9eVGPyQtll1scu41xlJ/79bSyxsdEUT3mLRalgNRdy9MgGDsn7ERv7Cc891gq7M6mk5xdTeWQz0+MWErs1lfLiSxzffhm1tycBHR5hysxYYmNjif14BCfenE0c4NUiGOnX89iRAxSdZvPyNEpN3ji5yOvr7RD+ysoLKJQ0xtMJUNihVtmiMJZRYb55N0t5ISXSRrg7Arb2uNrJkFQaqDRH8MrCNqzo1QZNk6b0Gr+VdjMnEl4f5yLcIxUUF5RgU9QBbbPq9CGVxRRYffF1kQIgV3vhZdFTXHlL0coi8q0BBLgBEgm2zm64mQspqQS5kw8RbdvT3M8J21p7Tlkc35GCQhlK86ZuN0a37Np0xH/3cS7VUkJ0wARBuJnMnmFvvEHhy1+y7/q2Yj2XVG4E9nqYbk01aDSD6dP7AIeTAKR4urXn8Uci0Wj88QhqRVf7DC6l57J1w1leW/AWJSs3kWzNQi/tTls/Obb5J5k15fGqYfsB77D2TNVtIzf//owYlc+uI1lcObaL824yWnXU4iETTdXf3rXDfPfiYJqo1ajV3flkX9a9qJRtC1MZuy0O3dEDrPy0FbsXx9Vya0poOKxYLGBjVSKvw+9tGQnb2X3lGF5d2+Mrr9FeyeXIK0yYaikjWjVBEP5E1nQyMc8tYvbcM9T6AJHFgqXGrxKJFIW8+jufxIO2nZzI18exKrEjg4Y8xjDjMlZtv0B2aDC+GQeYOX0Z+k4fcV6vR5+/gVcDPABQOLsT0W8E0vkzWX7YRKB3b9q2cBENlQAu7Xn+2/Wk6PXo9Xv5ZzdvkMiQUkGlCbBYMFksWGykSGzAZCihsKwSq9WKjVSKlAqMJsBixmSxYpVIsNGtZrpdEN2c3FC7eeLfahidpLPZnFjfJyvcDRsbsNqYsFwfCbWRIqeCSpMVAKvJSCUypDZgMVZQWlaG0WwBGxlyDBiMgBUsJiNGm6r97sRSeoWjO89zzTiQLu3dbm6vzGbMMkmtbZho1wRBqFWfmZtp/uMcNgM4uhJmLSNt5xa2HtKh2z6bBbt70K1p7WU9A4I4/vm3XGzRhAB5CD2HKpn/1kJCurcDuT3OrQPxcy4nQ6dDt24rm0qvT5u2Q+3ZHHvFjyzaeYmA3m3xraPzFRqgwCEMdFzAwl906HZtZWNiDqYmETRyhKPfDCZ08lIKy00omjxMN/kPxK7Qodu2kbXJBpSaULzDmjLwzDpmbDyKTneUo8fWcvZib0LERdeAKXF0UWFxOIDubEXVJu/2PNJ4E9/9dASdTseh5UvY03gw7b3hyp65jJs8mQ2JueDbhbGNV/DZPB26o0fYv3Y9xxr3QesJptJ8Us6fIzUvn/SLZzlxIZsKAIuJzHPHOVyYRasxPbl1nY4K3REud29FYC2Rikn4giBUc6RJx3AcnO2o+sLXjUlfPYvkdDBqVSPaToyi8vtFLP00hmLgoU/nMy4AjOXOBLZrg3fNOfKhHXl60CTMAyOwlUsI7P88k46dp21jwK0Vgzpc4ftF84n5HejcmWd6+9+YoGrn6IK2xzOMKHmYjuGOdfsWCA1MAI+++Rb/ei+GGByJePgxHn0oHHvAJbgbA+wCkEttUMhDGDppIh9/FEMMzrQZNIFB7QNRqQL5YGY24/79JTEGI3ZqT8Z8Mp/Obv/xwMJflgJX3+b4NjrAmfjj6MM6oZZ7MPCNGA6/NpuYXZU4unXmn5/1xgOwugfRsZUtPs62gJph733KwediiNkuxc3/ISZP64EbUJx2nOULF3PQAGxcxMfJRr777FG8jWVcy83Hvs2LDG/rcksseeyce4jQ8S/iXUukNlar1QoQFxfHzJkzxVJEd0EsRSQId8lSSf65XXy/aDM+E6YxodXNHTC1Wo1eL2boCHVDLEXUUJWQvGUFP/5+maAJT/JIxyY41flzPNkcXTmX+fM0TN4WdePBjutLEU2ePNlGjIAJgvDXYbWC1BZNy0F0CBajX4Ig/C8cCO7cm16l+8muLKV66lcdq0CfZs/gb6Nu+1St6IAJgvDXIbXFLSySx8LqOxBBEBo0p0ZEPjKmHgMIoFf0W3fcQ5aTU5XjWq/XEx8fL4Za70JOTg7jxo1DXpfPvgrC30hpaaloo4Q6k5iYyMGDB4mNja3vUIQHxMWLFxk9ejQAsuvzlezt7QkPDycmJqY+Y2vQEhISmDJlCo6O4taJINwPO3bsEG2UUGdmzJhBu3bt6NmzZ32HIjwglixZgp1d1WKlMoVCAYBcLsfZ2RmtVlufsTVoCoWCFi1aiEn4gnCfSKVS0UYJdcbDw4MmTZqIa064Z+Li4m78W+QBEwShnpkoLyqvPeGrIAjC/8JiwlBaSml5ZdXC2XXORHlRIWV3aNjEJHxBEO4BC5VlhRTkFGJAgZO7K85KMwXXzDi7OaKQ3CmV9CE+aPkb3VO/YkCdxSs8KEyGa2RnFWJEgtJBjYtrLWv1Wa0Yy6+Rk1OEEQl2ji64uDiikAAGPVey9VisIJE54+Xvglj2vaEzY7i0h0+mLeRKxOPEvDyYxooSstLzMVitSKQq3Hw8sa+tB2QqJjMtnwpAKrfHzcsDlQyMZXryC/QYTAAKXHy8cbaVYDGbKM5L41o5gBSVsysuzvbIJTq+HhjFxYlxzIpyR1nLoUQHTBCEe6CcK8d+5eOJX7HHEMFL3/2bZ1qc480303l9/vO0chR/0oT7oZxTK6bw5swkTEoJ7i0G8Nzbz/NwoONNf9wspmsc/vltps5PxiSX4NnpUV55PYounuWcXzqbp37Zj7IS7KRtGTfvLR4L8UBRb+ck3C1zRTa7tu/B0uRR3nlxMI1VFWTvmc2kN3dQqDKjsPow4JPZvNjF45bOdgWZu2fw5OQ9VLrYYKcMZNiHn/J0e0fObp7Hlwt/I6VMhaRQTrN3vuGLUcGYC84x9+XRrMv1QG6Q4tNzPK+/Noa23u14e9/PfBgSzW/9FjLO589dMHELUhCEe8Ce4G4jmDjldV6KimJU/yAKTp4i82oCa5csZmlCOpVlWRxaHUtsbNXPhgNnKCi/uZasU9tYeyL7xu/6lAQO6hLJL61tKVvhb6/oEEuWZ/Pi8jjiNi5gZLiB+H3HyK28ebeKvHjW7DAQvTKOuA3f0Mcjj/iE0xSkbucfyxR89dsG4nZu5Pv3vdnwxa9cLK/9cEJDYKboahLHUzPw7NWNEAeg7Dw/LUig5+zVxMXFERvTnoSffuV82S1FS8+wYE4Cg3+OI27nZma92pT4X9dwsbwUq3t3XvtkFdvj4oj7dTQJ8zaSiRXkRpoNjWVjXBxx6z+hhSyPc+czqqdUaHl2upWVC45TWkukogMmCMJ9YKIwJ4fiwnSSEk+QmF6MxVRCepIOnU6HLn4bKxat5kBSLjX/VuYmb2bejFVcKgUqcji0fDmrd57gmtFyuwMJf2c5JzmvGErHIMDZizAfV5yKs7hmuHk3U855rigH0FYDuPrRwkuFvCiPohIj5U72ONjYgFSGQ3hnOhnPcbWoPk5GuDcq0OelY8r3pE1Tr6pNhamcMvWkZ/Oqcc3rn3Nq4S1F9Rc5YRnAwJaAVIZLaGu0FRe4WuSK9qEutGnlhwIotphwcXXGGSkO6tYMndAeZ6DCYkFqp8RFIUdaXaXXQ31x2HaQ1FoiFbcgBUG4Dxxp1fthQjeH8fr06luQlaW0atecvetOA5B64DgnB6fzUI0HzAK7jGH4ulmsP/044+32cDBLQfMhXfFXixtCf3ulqexes54tCcmU4Ue/lyfd/ZxB/65M9JvOv999C3+JDZWl+eRkqrnNGvNCg2Ci0mBFagzG0+M+VH95FzMWpdD+qae4aclQfQq7txwg06kxQ4Lc/+hceXjifjWJa7VUJTpggiDcf6YKcnYvIGZhNu3GRqIhB3naWZxu2c3OJYxuY9uydMnv7GhVhMqnJe3a+dc6gVX4m5E74R+upavKHyPOaNQKuNtlQe0DGfLmJOx1aZjMJopzjrDjnB1q53sSsfCA0etW8PHSM7h3GcXEPiE3tlfkXWLDskXsNrRi/NhehHqo/qv6xC1IQRDun+QMMswWsJopK7hEalBPJg4fzvBOzbGzt3DrnR6J3B6vwI7YnI/hi40X8GvflaC6X0VX+CtSuBLUphuDhg9n+PCeNHVXgl8nWlT8xM4zQEE6J67konduhIcKzvwazYgvNlNiMCHzbUFw2a/sPQ/kppCQXkKlizcudqBq1JbBQ4YxsG8EppMHcR45hGaix9+AyVHa22C21XElrXqTaxjt5WtZe7QCgCLddnbYaglzhayjK3nviy/Yl1wA7s3oLF3GsnjAZCQ3cT8HlREEuUDagVimrjhCeM/hPN23JS6yqpuMFYVZrJg/he104oUxfWjtp755ZCv9KhmhfnjVEqnogAmCcA+UcGbrT8x4810+mDmThSuPovcawNheu3mhXTgtPz6Ce9eJ9L4QRYRGg2bcO+w9b8D9T/VIUXs3oWvvR2np2Zb2XfxESgDh9uza8OSzbfmmtwaNdgTLk5zo3astbjIoTtNx4HwWJosVpUt7Hh3RmM8jNWjajGNHvi89u0SglkLGmjeICA+maeshbA37hKkTW+BQ3+cl3AUlbp4hKLwMxJ+qnnllG0jUm49y6Ol2aDQa+r+dyPCXxhJoCwZ9GqfOnyevxAi2oUx6bxTbh2rQBDdj/GcpDJn4CJrKC+xes4rfZ3/HO88OoV2zUJpoNEzbU4H+9GLmfLKan2Im0b+blmCNhie+3EpGSdWhUzeswDSsF01qidTGarVaoSo768yZM1m9enUdvUkPHo1Gg06nE5nwBeEuVOReYPXS2WRpp/Jaj5sncajVavT6u73vJAj/nejoaCIjI8X6ow1OPgdiF7DxmAePTnuG1vX2JzmOSTa/MNY6j8jqLTNnzgRg8uTJNmIETBCEvw5TMRknNrDnsD+dWtyPGbSCIDz43OjSvw/ukni+W7iey7emm6gTR/is25u47fqj83UrMQlfEIS/DpkjTXpH803v+g5EEIQGzbst0TPn12MA7Xh735E77iErK6vqGhoMBjIzM8UtyLtQVlbGhg0bsLe3r+9QBOGBZDQaRRsl1JmLFy9iZ2dX32EID5DExETCwsIAkBkMVRnrjEYjeXl5N63ULfz/GAwG9u3bh62tmDYsCPeDyWQSbZRQZ9LSqh6jKy8XqfGFeyM5OZmgoCBATMK/p8QkfEG4v8QkfKEuiUn4wr0mJuELgiAIgiDUI9EBEwThHsrlQOwK1m4+9ackq/9/Weya88s9qksQhL+V3FPEfvQe73+/i/R6uYOcyIIxI/gi/vZ7iA6YIAg1nGX+6MG012rRaj/gzs/w1KaC/NQ0MrOKMN51LAZykq/eo7qEB1XukbmM1GrRanswceoSzhXfbs9Krh7dwpKZCzh56yLMpLHk+RdYk3F/YxXqSiEn9sSRnOFGl+5a3BVA1kZe6NoJrVZLj35vsD3nNkUz1vCkVotW25a+j7zP7tyaL+az/ZMYliRcptJStcWgz+CHV7UMtJ0sAAAgAElEQVRotVU/T36whKR8gCYMmjqM84/fvh0VHTBBEGoI4YmFr9IupT3vxr2B9j8XEIR6dImlH31F28/jiFv+EWGc5tdtJ7m1D2auKGHT1IdpHvkMc/dnU2b+47W0FS/QyKclryy/RH5lnQYv3Cfl6SlsP3MWWe/+9AlxwVaaxYqYd7G8+CtxcXHMGV3OB5+uIetPJTP4+e03kL8bR9y29Uztq2fGnM3kANcOL2ZCrw4Mi1nFyexKqmbPm6k05SP1e53lcXHErZlNxKXTbDuQSDEO+DYbzyvPbuXLn6/UGqfogAmCUIMMpaMKWxtbHNQqZFgxF6ewY/azNHdWo1Y70WrSPI5fLab81EIeVqtRq9X4hLXlnVWpGC0168pgxQsd8XGv2scvMIzP4gyYSWPHzFlM6t6W5i3UqJ3taT9lG0bAUppFwpcjcXBWo1a35Om5G0iup3dCaACS17FTMoUneqtRh2rp3dwPdeZZrt5yz1pq68CAaTs4vuELRgXe/Jr/qLlczTzCv9rWXdjC/WQgL+s0JekVdGjZFJkNkHmY9YVRvDjUG7VaTeMBE3hEv43DmbcUTT/AquJXmDJKjdrDk7Bew+lTEIcuG1zaT2DxjgP8+Gw7fG+stS3Fyb0FT7w1Do2tDIqKyXCzw87NAQUAMiIee4zylVtJrSVS0QETBOH2LGWcPbiO1XuC+ClVj16v491ezXEp3s7rg/bwSFwccXE7WTpjEjbrZ7H1pgbNl1Ez1rB1527idm7lx3eGcDDmG04DcAllm2f5NU6PPmkpEb+vYH0F5F3ewLyVAWxI1qPXn2TRC4MIrpcTF/5yTKXkXkkmUadDp0sis0TcmBZqU0lZsQWZoRshQXV0yOKrbP42msjXluAc3o3ezb3/yHIfGIxGd4m0WoqJTPiCINyeoZy87GyuPvwIbV0AAnnssUCI/4JNzmc5Gx3NyupdvZt3o7sBbgyCFV3lyPJ5vPTrQeyMJoyGMhTKMdUvhhDSJAQPN4DWdG+xiCtXofXZUxwd8Cjfi1WIhFuVXWb30vn8tFlHEcE8OfNTnhKrZgt/Bc4ahr6xkKGTzvL9lJ9Z5epI1PB2qP/DEJfogAmCcHsSCXJAciWVLENbvJV6zp0rwUfhTGBwJB/OnkEXfzAbisi8cgGDC5y9XvbsciYulfLN6g10dbAhK2Eeb0+586iFxFaF4+Us8gG3kiJyS4qol2XchL8ep2aMnDKTkVNqbMv2x9O8h5Rc8HMoJquwFIMyEJUcck9tZkdRMI90CEQhEzd7/j4kyORgkWZRWAQ4AXbu+Ek2kZRpopWjLRVZl7gk9aaDHZRknCEhVU9weGsCVB7422zhVBoE+1ooy77KVZknXZW3OZTVTFnBBU5mutEpwgMUDri6SSm2GDGbqbrHWFRIsZsjta2PIzpggiDUkMHu71Zx2JBAXsw6mr7fl8Dm7ehyeBefTk3EWZVLirkbbz3dlXdb7mLGlBhaBYO5rBwjanq+MeGPqvw6M7DLUrZ8/jHbpFBmyqaM0Dse3TnkIfpci+WdmFP4KEo5faEIbbf7fMpCw+XVk5Htf+K7d2LYri4ky+hO9wlafOxAt2U6r52Por+2MTKMXNi1gG+X7ub8hXwSv9NgGtWPDiEelJ9cxbfr9rDn0kUUcz7F/PAQxg5shhhca6iUqN29kLju4djpfNp1dgN1BGP6mvn4w+mcCZRScTkFab9/EKGGvKNbmb38LFEvBBGgbU3UwIVMmxKDLtBMWUYOykGvE+4M5WnHWLtpLb8lHKe4+GvyLj7G6xM7Ys5P5OfpW9kc7AeGEgrLGtEntAkO8qpoCvbtJL/vWAJriVR0wARBqEGG0jGCMdMbYUaFTGqLT8vejJ3owJadpylCzcPNm+PpHkLE6++Qt2gbmQBqb3yCOtPWS01R/x40dvLG3t+Xl4eksCohFyNSPIN7MKyVGl/UqHt0ww1XHAFwoeNTz1DpDo523Rgfncfao7ngFsTIib40baup9dujIIAr3Z6cQs7KePLxJqJZRx6K8MEWaBz5Mh9om2Enl2KDFbnShSatutKkFeBoj1ImwQaQKFQ4Ozeh3ysvg1SJo51cTI5u0GQ4+4YS1siDE/sPk6btj7+dIy0fmczo0u1crjSh9B9Fr8HNcASsIT145rEWNPNzBFS0HjOFMWXbyESCf3A3Hu4bhgNgkCqwd/Shy+NPVB3GyRaJRIbKrzOP9kvnRD6AH2079KBLU2+qFiRMZuVn+fT4pi3OtUQqliK6h8RSRIJwf4mliIS6JJYiaqgqKTi+hVmzN1DZYzyvjemG9+1uI943Z1n83Fvs8/6Qj6Zpca/eWnMpIjECJgiCIAjCA0SBa/OHeSEmgnKFGhd5fcTQiF7R04n0j7jR+bqV6IAJgiAIgvBgUdjj3bhJPQbggG+ziDvuIbt8+TIA2dnZrFmzBhsbm7qI7IHl4uJS3yEIwgNNtFFCXZo1a1Z9hyA8YKZOnQqArHHjxgCkpKQwbNgwMQfsLog5YIJwf4k5YEJdEnPAhHvt+hwwEJnwBUEQBEEQ6pzogAmC8D8o4MzWRLL/wz5Ju06RaTTfcS9BEIR7rryAc0fiiT+TTqmpPgLI58zWTeju0EiKSfiC8LdmIj9Fx56d+7hcfH2bB10fH0V7T8Udyl3g5+eW0T31Kwbcdp9iLh+5hG+nUHzk0nsZtCDcUJp2kN9XxpOPEv9mHXmoR2s8bWvb04w+/SIpKXq823XApzotQUb8kqpcdWYJSodAeo0ZTIjIwtrAGcg4voOliw6iGjiBoCA/7MvPsWpxdR4wh+Dbf85Fp/l1UVUeMAfXMB5+tB+B9qC/dIidew9x5RrUbCNN5UXoti5iXwqAPUEdetC9fShqeSGXDi1n3W8K3p/XC/9aDiVGwAThb81I9tkE9uyMJ728elPKVt75Jo7cu667MX3fGkqE3Z06coJwN3LZOf8Ddl0GitPZvXk9G4+nYbhlL4upglNrZzA5+h2+WrSVyzfWt7rK1qX7yaowgbmSgmO/8dVvJyhGaMgq9WnsPHQEWg/l6UGtcbct4ujS6axIrGrkrn/ORX8qqSf+hxiWnwXMlaQnrGLuutMUo+d0/BESz2RjhBttZD5mSotOsfX6NVNwntWrN3HgYh4mAhk89QN65s7ih/iCWuMUI2CC8Ldnh0bbm4eefYbWamDfB/y0hqpMzuZyLif8xnfztpMJeLQdwsTRgwjzrFHcYiTrxO/MmrWpKis+GvpNHM+QbjbsnHqERlNG0JzTrJx6kY6fjySIAs5sPUYGvrTvq2L31HgKfHcRd8iA3N6FlgOfwO/sLNaeqjre+EcG0srPru7fFuGvL3sPa0+G8PSCaLo5ZLJp8WJOnk4kq5U/mhqXjI2NBGffEJoGZ5N+0zMcKlqPfI1hnYJxkZrIOvED//r+AmVPtqpepUFoeIwUZpwjNS2PwMfbVI2G6k/z2x4Vw//1Io+F2pN7fAkfzl3H6WGt6FzzmblrJ1i6S82EOdEM9zVy+cASvv5tC0kDJhHQbgBPdXfD11+NLHsl28efpZDe+Dr6M+jFfxHaSYNdyUnmzNpDaU4h5nB3ZPgz8JVAnlgaT37HAbjdEqkYAROEvz09Cb/P4NnBkURGRhL5yiLCta1wAgqzD/L77Ms0j4oiKmokwQWJ7DtyltyKP0obSg/w4/vb8RoSRVTUIEIxkJWcQwV5nFh7lKuVJkyVVzm88hh5AJSReeYc585kYiCfE2u/5GBZL6KiohjYrJT1n0zjiiaKqJFdIeEoew6dr+WbqiAAxWnkSFvRxAOwc8Tb2R6loYiyW9Z8t5HKadRuMI8O6ESgU81X3GjVPQwXuRSLycTVxCPk+Hgikgk1ZBUU5l8DfQtaN6v+sMvzSLeEEeZTNeZk6x1IoDmLvPJbipblkmaNIMIfkEhQeTWikSmHAoM9jUKCCPBXIwNyEo9ywd8LHyQoVQG06qTBDijJTCelsgRblR3Xc786deqO984jpNQSqRgBE4S/PUda9H6Kx0eNprkTQAZr3ujJO35nmJS1lH+v+h3VwQUosFBRXEzH6DY81MnrRmnDgXWsiniUncMiUcnSKI5LI+P/dfx2dB8YSWS4B3n+mcTNP0mHIZF0kTciY+ty9MWlGP9zJcKDTn+cHz78lFkrD6GnGa8ti2Xy7VKM/w+Kd37Es5u1xM7tiLhp3pBZMJvBxqJGpboP1esWMCFWxVcf9+OmcfmsoyxbdQh5cF+6tPT6Y3TLToVdcfmfbouD6IAJgoAUOyd3fAM0aNQAGob0bsSEE8k85++I9qNNxL3R8ZYy8X/8s8KAwd4B1f/cmthjp6xOripTYGujwta2Ki6pRIqYvi8AoG7NU58v46nPa2xLvjdVX5rbD+3q4Zzc8gKae1Ol8ADK3vohQ78t590Z0fQL+GOctDztGLM//5KzTZ5j5oSu/LeZQMUtSEH427NirCijuFCPXq9Hr9/MrA8Sad8sGKd27Wix7B2+2l312sUNM/hsxV4u1JhTKgsIJ3ztVnbr9ejTMriSncO1Px3DBiRnSTqjR3/uHEdPJXKmDs9QeEAFD+Fhy3R+2q5Hf17H9tPp6H2a0sgJ4r+IxGtSLPoyI1arFWN5MUUlZZQbDJQUl2AwmrFajOyc2ooW8WO58utY1Ho9hUUlVIrMKQ2YLQ5qGSbVbk4nVX+QPu0Z7BzLt2uz0Ov1XN60mN/VfWjvA6k7ZjJ80iRW67LBrwsjHL9m+go9+twcknasZptrJFpPM2dXvc/YpZm8/94zPOQhp1ivp9xopTTnPJ+/N4EToS8y88lWoNdTUm7EYq06tPnsKS51Cq+1Yy9GwAThb80GpaOElH3f8/PK729sHfpjEtP6AKZhvPjvq7zzWiQ/AtCK574aiqdrJT7NfHEEVM2e4oXHn+a1yEhwtIWiQMZ0lSJBhVeYD05SCUrbhxn31i9MfDySLxs3JkTdjkc9HJBV7+OsqGqKZApnfMK8qLpzoMDFzxOpq71oqITbCOTxdyfzwsRIInGm3dDneLNPy6rr0iOYiDJXpBIbrMYyDnz3Eq/9mATAsqRrRL/7Bo+FX2XXKS/CL80kMrIqQ7lHSDte+WghQ0Pr8bSEu2CLm08L3Bsd4vjRk/QNbo1K6s2omI/Y+ehoImcYcPbqxfuLh+ENZDh40MS/GGc7GeDF+M++YNvASCI/kuIZOJB35/XHs+wS+88XgG4/703cf+NI475NIEqxgxM6Ocm6l4icX7W983Nf8a8neuLtUEL8D5vxHru41jQUNlar1QoQFxfHzJkzxVJEd0EsRST8HZlNes7ujSO5EMhPY/+lClo/8hiPtm1EremY7oJYikioS2IpooaqmHMblrFkXQ7Nn4liSGs/7Ov8W1w+Z7YuYta/7Hnl4ItcX5b7+lJEkydPthFfLAVBuCsWk57Tu1az6QqAN52Hj6H/feh8CYIg/HccCe/ck7ZpG7l6JZ3SFvXVAbtK53mzb3S+biU6YIIg3BW5UsPoabGMru9ABEEQrnMNZvikV+sxgFBGfj77jnvI8vKqMvMUFhZy7NgxoqKi6iKyB1JeXh4vvvgiCoV4iFkQ7oeysjLRRgl1JiEhgZMnT4qpOcI9c+bMGYYNGwaATFWdKMPW1hYfHx9xr/subNy4kUGDBmFvb1/foQjCA2nFihWijRLqTH5+PhEREXTseGsaFkH430ilUuTyqjStNzpgSqVSdMDuUnR0NIMGDRKT8AXhPpHL5aKNEupMXFwcHTt2FNeccM+kpqbe+LfIAyYIgiAIglDHRAdMEBoUK2aTgZLCYsoqTFTl+jNhKC6n0mK5fTGLkbKyCkwWK1agTL+Wt7Uf1Mxn/z+IY5LNJLbdVR031xV3T+oS/k4spnKK9Hr0+kJKyiowWW+3pxWzqZKKcgOmGv9VTIbi6gTEVT9FxWUY7/BfSWgILJhS9xAzYRRjP1hFSilgqaSk+jMuLCyl8nafsaWC4uv7FZXeuBbMRgMlRdevk2IM1Rea1WLBUHJ9eyGl5ZWYrQCHmNYykEkryjDd5lCiAyYIDUo5yfvmMCKsDy98s4WsCgtwghnd/8W6KwW3L5a7i7df+Y7D2cWIvy3Cg8PIxQ3v0beZFm3Lzjz26jfEZ1X86Rq3Wi2UFVxm3+8L+fzdzzlSI5XcoRndCY9oiVarRavtyNAJ0zl0h/9Kwl+fxZTL3u17MPkO573XRtDE3kTJqYWMbtMBrVZL125P8fPZ0lo6RiaKdd8wJEyLVtuGnn1fZvmFMsyYSNrwOU/0a04rrRZt0378Oy4LI1bKCpKZOSGUllot2ojuRH2wnLPXjFjpxNSTS3F6/iU2FtfeBRNpKAShwfGiqa8nhXnr2HygJeN63vxqhT6FRN1lSgCF2psmgY2xzcygIDeZ4wf2Ut68PZ28wVRRwuXEOMrzwdbVj6AmTfB0lIEhmxOHk7hmtiCR2eIT1oYQDxnFOVkU6q+RWVhCaak94Z2uL5FtpbIsn5RTp8gsq9qi9g8ntLE3KnkhyftyMLmnk5UFUjtHAkJa0NhVAaU5nEq6RF6RAdDdWMDbZCjhatIRLl8DUOIZGEKQnxu2YlFI4Vblx/hxwVFe2p7KBO8kYr//he07jhI6pgseNf66WY0GdMun8Y95Z/BoPphet1Qz8tuTzBkq5u4+GCyUXLnAoZSruPSNorkTUHGJ2M9/o9OiI2yIdCJt0we8+M0vdPtqIqE1ExZWnGfehyvovTaV99oaOLP2M6Yt/J1OH/VDr+jI61+Np30nDbaJXxMevYxne7+Cm00ufpErOLGqBy5Z+5k6aw+HT10h5KEgbOlE9MzpvDLvFH3f1KK8JVLRAROEBsgrtBNhvlYuJOwmtW1IjVfS2D1nEb8lX6UCExZbb7oMHE6LkiTSUxPYsLyA+D6edBppplR/nG3LsjGmFpJvCmRI1ItMGKDm/LLlLNp7nEKzBavEhF+rcbzwbHfydv3C4i3HyVOqkZSFMDEiuPqYVgxFV9m/KpY9mUBFLpWOfZj09lN0Dk5kzuAPKXvdm8pkI+XllQT1+idvPx/KtW3L+eq3eEptpCglWZynMZgMZJ/eypff/UCx0Q0KS/AY8Dwvje2NxrEe3mjhry39EIm2T/BCMwA/WgV4UJh3ldwy8HD6YzeJQkWX5+eypNlq1m+48KdqkuOWElugQq50oFWvkUR41NkZCPecgYLcVIy5LnSNqF4AqCCJw8ahvN62qrflpO1Nr5VLSCqAUJ8aRfPOcNA8hk87AsjxaNGVzru2cfHaePoO7HNjt1J7e4JcrDggw9mtKxNeq9peKVegdnbCQy67cXvRr+8w7EbvJuVNLU1viVR0wAShIVL60qqHAzmLjnHyrBOV17enrubjLw/RauogmlJJ+vEEdPuP0PHJnrRo7824D5+ig48TFfqrKNTOdHkulrFeV1g9I5azF86S19KGLz/bjHxCJFo7OYaiVE5v+4l9g7oTjpFCp6Y8F/0a3TSOQByLAZDg5BpMj6HDKIq/DGWX2fbrcXRpA2gdDFBA89GbeS24jHNbf+andQe4mC1h7+E82j36NhMGt8BBFsekH38BUznXUg5xUt+eN18eQ4+wUs4VqFGJyRKCIZPje/YTfyYNAx50HDmczvegWt+O42i59Ty642ZMRVc4kd6Et99oi/s9qFuoDyYqyq1IK8Px8boP1Wcd5YfFiXg98gSeNbeXZHAkLp5LCmciA1yRX9/u5Y1n6gXya6lKdMAEoYFyDX2Izt6H2HnsMEWl1bcDzyZysm0YVQ/NK/Br3Q3P8E54KYtuKS3DzrYlgY0B1Hj72nHZUErlxXxOhPkzWlbV41E6aXhoTDeaOYEFJ1qGuOPjfstQlLmS9L3LmfnLGewiGuGrUuFsW8Yf6Yg70CwMQI6Dlw9ejicouZJPqrM7kRpPHGq2QgoVfm2G8HTaMc7vXs6hVXn4RD6OpnGTe/jOCcIfAvu+xWd9AauR/LNrmTH1N5KK23LrZS4Ixee2svC3eHIDhvHxyBY3tlfq09i7bimbM7wYMaIfLfz+u4tHfK8UhIbK1pOu4x9GHZ/A3rRcygHadKRHYQa+/aKJjo7m2aHt8FGWUFQBXMkhx3j9ycnbCAqlc2k6qk7PER0dzcvPPUknzwIyiu9QxmIiN/0Uyf4DeDc6mujH+uDrZffHqFxt7B3wvJpPTs41ygBO6dgCmA1lZJ8/hueQSTwxbjDtPUo4efY0WUUV/883R3jgKH1o3Xckz0dHEx09js7+9uDdlqaVy9l7HtBncjotn0InX9zs4Pya94j6dielFbd7Bg3gIsuXH6WiwgRWK+ayQorLlcjldygi/MXJsVXZYFacIv36xFKXYLSyLWw5UdWOFJ/azR5FBMEukHNiHZ98O5f4FD24htFOuopVRwGTkfyzCRxRNkXjDBmHl/HRrztRNO3HK6M646Wo+uZYUZTDmkXvsbogiLEjB/FQqCc3XT6Z6WQF+VDbXW0xAiYIDZijXw+GdFnLog0lVU/0eA3j7ah4pj4eybfOYCpxoPWop4l+MZK+bWbzadQQvuz7EZuev02Fzh35R3RnXnt9OKvszVjNMtx8e/LqwjsEIbXFp01/mm6ZwrBIB2jkhvKyO+F3CtylGcO67eGDOS+y+GML0raBtECORArmkhS+GN0fkwMY7Zow8Jmm+LqKpkqohUNbxjzWmDfHRvKdUoJ7iwE8N0KLmxxSk/ex6XwwRrMVS2UZhxa9zOvz4snPL+PHC0W89faLDO8kpXhnDIPnFmG0SlDKNQx/exrNbp0tLTQgtri6a5B77OXo2TQiff1BGcjjz3bjuddHEKkyo7D6MOCT2QQqITPvIvEnztK0yyPQJJSolx7iyaci2eBig50ykGEfPovGnMq69b+zfMFBnBrtY8XsqvZo5GdbGW3zG999vpLTTqdJXPU1AO2f+JC3RnfD0x7St6+nYkAMjWuJ1MZqtVqhKuPvzJkzxZpXd0Gj0aDT6UQmfOE+smA0lFFaAip3BxSAqewa2fkmnH1ccZBJMRmukZNVWD0CJcde7YKLWoW5MItsvQGLvQcBrjbosyqx91Vji4WK4mIqrDLsHOyRW0rISs/HYLUCNsiVaty9HaG0hAqztGofCYCBvNQS7DXu2JoqKczLoNAAKBQoLQoc3J1RKc3or5RiF+CGHVZMFeWUlVaicFYjNxaRm6/HYLSAvT0OpTY4NHZFWq4nJ6cII4BMhYurGkeVAgmgVqvR6/W3eW+EvyOT4RrZWYUYkaB0UOPi6oStBCoKs8g2OuDvao+NjZXya1nkFFWPy0rtcHFzwVEloSw3m/xSI1ZAIlXh5uOJfXV/Pzo6msjISJEJv4GxmLLZHbuAHReaMPbdcVVPQpr+aNdqfs6m8iIKSitxcHJBpZCCqZjMtHwqAKncHjcvD1SSSoqvXeNacflNKU6cvBrjZKOvvv7+oHT2xN1ZhUxyiLfc5tE9dQFDHasuqpkzZwIwefJkG/G1UhAaFAlypQPqGt/QZSoX/FQ1fle64Ktx+VNJmbM3Ac5//O7qe72QBFtHZ248jS1xwLuxw58Pbe+E7U0blLhrqgORKXDx1vDno8pxDbgerA0yWxVOttXHlTrh7VfjUbXrY/QqV/w0rn8+viDUQqZ0wa+W693W2ZuAG7/ZoHL1pbbLysHDDwfx1OMDRSLzomf/h9kdN4P3P5MxY8poghxqb9dkdk542tXc4IjPnx65VuDo5oWjW21Hq/36g328o3mUop+zGXqbKWGiAyYIgiAIwoPFvwsxP6+qxwC68XFq9h33kFVWVg3JGo1GCgsL0el0dRHZA6myspLExEQcHcXjM4JwP5jNZtFGCXUmNzeXlJQUcc0J90x6ejre3t4AyK7PpygtLeXcuXPExMTUZ2wNml6vZ/r06cjFIzSCcF8YDAbRRgl1JjExkeTkZHbv3l3foQgPiIsXLzJ69GgAZJ6eVanE1Go1HTt2FJPw74JGo2HJkiViEr4g3CdqtVq0UUKdEZPwhXvt+iR8EHnABEEQBEEQ6pzogAmC8F/KI2HpRvYcu0LJbfcpQLd6C7v2Jd9hn//f8e5NXYIg/K0UJLN63my+/i2BHEN9BHCelW++SuzJ2+8hOmCCINTiCF9ERhJ5/Wfo00xfeRH3DhGEBLjeko6ipjKu6s5wPjmHu89dX0JKwql7VJfwoMrX/cBTkZFERg4levpKLtTSWzcZSlg19fr1PIK3Z28ktbTqtcSfJjKgTySRkb0YOmoqu3PrNn7hfiji1N7tHNUZaBSqwVEO5GznrUH9iIyMvPPnnLWJlyOrrodRT37CgZsWcbzG7lmfsfJYGpU1EoJV5F7glw/HVV1fL33BvuQCwIs2I8M5OP4LbvcIh0hDIQhCLa5xfrcvz6d8TCcAiRwHtRuuTkrxrU34C0ll+adfoIlez7/8z7F09T5W7GzKq0ObUzPjk9F0CF3qCD6LHYZnlo55qxJYdyiEZ3pVsHlPGK/PepsQhYWMrbOImbmJ5h8NEItxN2CGzFR2nDqNpOdzDGjuia0khzUfv49++Hxi+ziSsfFTYmZuoulHA25eUJssVrz/FqVR64ntZiBpwzd8MW8Hoe/0Qnb8V6b8ezq/75TwzNIRDGlVVcJUnMPG7z9irXEwX8Z2xtXWAU83Z0BKYKeneW5Ef2atGM0Po/z/FKdoSwVBuA1HvDUaNBoNmgA/3J1yWPPPWfy8IZECjjCt5T+JjlajVqvxa9aRf2/OuqV8Bite6IiPe9U+/qEtmXOkavvuufOJ7tuFli2rXov8ZF9VkfICEhc8gVqtRq1uydNzN5Bcx2ctNCCXNrCt8iWeGKxB06YLfZp7YZd2lrRb1i5V2vdgytwXaKfRoOnQho7BTfCtMGIhnFdmvcrDTUPQBAUROqQ3nQtLMdfP2Qj3RAX52afRp5fQulUzbCVA1hHWZY/guZEhaDQampZ9Nv8AACAASURBVA8ZS5+sLRz5U5N1iN9yJvDGOA2aoBC0fQfROWsXJ3LAqcVwvli8gs9HR9RI3GqksOAAx7Y3ZfI/R6LVaND4uFdl1AdAiXbMIAp+20laLZGKDpggCLcRy2B1VQepZd9xrEqyUFleQaXRjBUzhqKfMQ3So8/PZveMUVydvxJdzXU68GXU17s5l5xK6sUktn85ir1vfsFJLJgqdFQEjWXxdj36U/Pw/m4p682Ql76RuXOULDunR68/yaIXBhFcX6cv/LVYTFSUlVCo16PXF1NusoDFhBlbFDJAIkEmkSCxmrHcsuK8jY0cO3sFEouZ/EQdO68mY3BX44AMpb0tUhsbTKV6Epb8xJFwDV71coLCvVFBid6ErKwHzcOqO0JWM0ZsUchsALCRyVFgwnzLdYLVhBElSjlgAxKZHLm1aj+JzBZ7R0dUtrI/Ok5mC5WpOtbunUYfbw9c1U40e/Rddp4rvHENSptGEHjoHKm1RCo6YIIg3EYU6/V69Ho9J7cuYUTYra+PZFAfQCrDObQ1LfzSyKk5r6I0h6TlH9OtX28ie/Vl1NvLSL/xYjOahzXD2xPw70zfdulcTIGSE0c5MPIJ+nvf/7MTGpjiM6ycHs3QyEgiIycSq8v/z2VqsJgqyDu9nZ83nsC79SiGd/C98VpF3kXif/mEGblP88PL7e515MKDTOFCu2d/5Lxej15/junhZeyPO0bufzHxX3TABEG4P04tZvSsCr7auhfdscNsXxpN8/9QxEamwC5XTzGAoZwiQzlldRCq0AA4t2TctIXs1unQ6X7lhXYeYOeKs+UyOUVAZTn6sgoq5SpspVB0Vcf+pCxMZgsWs4krx9Yzb8VW8v378/KIlthXV1uYeoTVP3zA/7F353FRVvsDxz+zAAPDMuw7DIuA+7hLoqImWmpquadFZultMSzbbDOzzKyk5aaWFuaWS7mWe+KOO24ISorsO8OwDDPMDL8/UDNC772/VNLO+/Xy9bo8nPM832d67uHMOec53w/O92TFJ4MbrAkS7j5SZDKok2qpvtp4WDvgIsklt6x+crlWW0CBVIWDNdSUZXMmLY3iSiNYO+IqySSzBLBYMJSXUCJzwt76BpeSSJAplNjW5lBaCeCCt7oOs7wK09V5bH01egdbFI1UF4vwBUG4Pdxa0vX+Ui6uXk6CrI7yvKNkE3bTKg7BXei+YB2fJhQTaM5j94VcmnW9Q/EKdx/fGIY0W8yCjxPo6lbAqUwDzYe0wUcJp+bH8fD5WNLmPoqi/DhzX/kXewOeZXLwWX5KOItXyyg6h9iwbsY4nr3Ym3mxZWxJSMDW2YsO3fsTKvLB36VscHJ1BlUiJ1J0tO3oCK4aRnSez78/W0JBaxsqTu+loOMkNK6Qv3MNb646R+y/ZjBE04lxXb/gi/cTyGxZS3HKcbTtJ9LSuf5NxwOHdpGYeoGybT+hrH6QkYNa4hDUlUjvD1k2N4FQ/2IyTtmjfqAZDldeFdcl7SW/dz+CGolUdMAEQWhEMAPfGYj6D8dUtOzfjVq1F7aY6BPXjwAAJNi5BNHlgftxVzpiiu6Kt8oP2xB/psVksHRPFkZkWLcYyIs+rnjiiH3XzjjgdmUUwol2I0ZhcAEnZV+enFLIiv0ZZHh40OuRgbTV+GP7p/gEAcCTvs+8QX7CbjJKbWkTFUO/joHYAr6RsUwN06CwkiKhlubRz+BMHRkZV1bjeGsw+ptx7vAUrwforh130EN4bdPdkfBXWaHya0FowH5S9h8mr9X9eCtURD4xjfSvNvJbRi22vjG8NLoTKoCgrowaGEKElxKwp/ukGZyPX09GlhTH4BieHarBCdAbKijMK8ctqjdu6MnOL8eEFAdVOP1iJ1GbsIOMDPCPGUj/HuE4WgFksPajy0R+EIlrI5FK6urq6gASExOJj48XaT7+ArVaTXJyskhFJAi3iUql4mr+WkG43UQqortVDbkHNjL/24PYPTiOCQPa4XbjzQtvk4tsmvEeG3PG8taCPlzdhOJqKqIpU6ZIxAiYIAiCIAj3EAU+7fowZlIA5XYe2Mr+c41bz4ngriP4V9vfO18NiQ6YIAiCIAj3FlsXIjp2acIAXGkR88BNS8gzMzMBKCws5OeffxbTZ3+BTqcjMDAQiUTS1KEIwj2pvLxctFHCHaPX6/nmm2+wsrJq6lCEe4TBYODVV18FQB4QUL+M9uLFiwwYMECsAfsLxBowQbi9xBow4U4Sa8CEW+3qGjAQ+4AJgiAIgiDccaIDJgiCIAjCvcVQTsa5M5y5VIi+SZJ7lnMxaT9pN0nYIBbhC4JwQ8bqTI5vO861nLV23rRt34oANyVN8mKRIDRQU3yO/fvSqMAKt4AIWrUOQdVgyZbFXEvGsZ85lQtgg0dwC1o1D8TRCkrSdnEgrRyzBeQ2dkR0iRGbsN71jJSm7OG7z3/G2HMsL4zywNaQxYFfkyk0mbFS+KDp2RnfxjYYrL7Mnm0nKEWCwsEPTbcOeF3bxr6GnJPnqPFphtrNHpkEMBsp/u04+1LyAUfUrVsTEeKOglz2fzuLfV4zeX+GBrdGLiU6YIIg3JCucC8LnluAYVj7+hQtLm1wDwnBV3TAhL8FLQcT3mbBUV98HKuoUATR/8kJDG7rwfXZY2prLrBm7gIueIajrKyg3Kkljzz1OP0iFBxe9T0biu1RAiZdJntSXHnlpQ6N/sEU7g6milx+3XsQS8shPDsyCi9FFakrPyZ+dR0+flJMBaXsq3mLN4c0u5aSql4lZ9fM5OOflAQHWDCW1XDE8BovPRiMNO8MO3Zv5cd//0rom/FMvb8ZMqmJqswkVsxdwSEbG9x0JmpPZTHmycF09W3OuK/j0Ue/ytKz3xHX0vFPcYoOmCAIN6HAJ3QwD8e/RIdrx3ScXLMCrVMda38+jLVtD8a+GEbKNwtJKqwvERo9hhF9O+OhvMja14+jb72Pw4dB4RZI72ETiIlwgMp0Ni75kb1peRiBoKFv8EKUA0XntvHNwl8pBFza9GXYg31o4dVYJjXhH69oN6v2ujBpQTy9HbPZuHgZZ44lkx8eQ8B1j4zUypao2Lk82y8CZeU5Fi3YTtHFAgwRgQTFTGV2+3BcJLVk/fIeT644SQWiA3b3MqHNOUfa5ULUI7viZwvozrJ8YyUPvfs5Y1sqKTzyHe8s/JGzvV+j8/X9Iu1Jvltbw5j4bxgVYOTS3sXEr99EWvfJNG/sUuZaSlO2sUUaw+L4objp0vj2sxUcP3GRVp7tcZKHMuINL5747hCPf9wX5wbVxRowQRBuooas1B+YHhtLbGwsMxO2kVlexYXExby7KRONRkOb1r442Tjh31yDRqNB08yBcz/t4EB6Pnpy2T1vJvsqNGhah+NUnsbWVUnkUszhVRs5ellCUCsNGo2C/T+nUVlynHWfHMVWo0GjCUN24TBJR89Qamzqz0H4WyrPIFfehXAvwE6Fn4s9dvoyKhs8L1bWQdzXLwIloC/XUlSrx8bOFhuURHRpicv5VcQ+9Swzdjvz2Au98WqKexFukRrKS4qxaENpG3FlR4KqAi6b29A6oH7MSeEXQYQpm4KqBlWr8rhk6UhHNSCVYe8TTHBtLkXVoPBuxcBRYxnQ1gv7a0NXEiRyK6x0legBHD0JcZRgqarEeGXdmapLd1x3HSWjkUjFCJggCDchx9mrE1GxIwgDHL1DcbEFUNG25yBiH25ZX6yqkKyysyR8fwRMOi6n+RE8/hHqU+qF0mN4LKNUBi4eWMvKH5PJSLVjS46J8AeHMzwqCGuplsg0M2UH3uW91RvxuBSIPSbKc3IIkYfRI6ojLtY3ilH4R9ClsOarr/l+SzI6Qnk8fjZP2P+P5yhNZ+cvu8h1aMPwdj5cWyrm3ZnYxzypzD1N0g+HyO2qJuQWhy/cKRZMtSA1e+H051m/W0tmjUurwfSWT+Xh6EUoMVGeY6bHq71+L+PohENJBQ37eiA6YIIg3JQce1UIHaKjr5uCzAOUqL2vrFQ26UlZ/TEzt3jyWkICEWSwZuoOfl/H7IWrC4AUazsldtYGaitq0NnYonS0w1oKoCI8HDJOgf3EOax5vuO12gpHN1wd7sS9Cn9ryhBiJrxG51E1WLDGycsJsv/76saSS6yaN5stkkHMmNwXtcN1yQFdQomODkKbJSNl6zoyikcSIuYghf9EIsXWuxXjP17MQxW1QDabZmxB6myP9X/xhVFMQQqC8NfU1WFUgCK6F/3VatS1FZwpL6LwZnWcXQhKOcqBg2kUGQASmThxM/ad2tN93Ux+KVGjVqtRXl7Pqm17uCj2XhVkNji6eRGgVqNW++CskEPoAKL0M/jhEFCQzu5z2RS5heHnCIc+icZzYgLa6lpqq7V8Pe1+1rhMYukbDxHsYFP/xy9vI4+/uZaK6lqwmNBfPEJypj/uovN1F7NB6SjFZJtI6oUrh7w7EmO9gPk79ACUJi5juW00Hb0hY2c8QyZOZF1yAfhGMkA+hzmbgVoDOfvWs0nZjbaeN76aRCrH3tUXtdqFskNbOGoLrTRhOF1NiJN+nosdQglopK7ogAmCcENSqRUKe5sGbzxKsLK1w1p+pYWxsiOk+zg67+iDSqVC9dQnFJfZEiiXIUGOrZPttaF2icwKa4UCuXM7XvjkKZTbXkfjqUKlGkKGJhw334d55cuHSOijQqVS0WzwzxRY3HB3vbP3LdwtQhk3bSJr+qlQhQ9lR2EgI/q3wxGQ2djjZGuNRAKGC9+xcmUJidOuPKMqFQPfWM5pWScGlnxIWIA7Kldf7nvmNCOXv0Sbpr4t4S+wwdWzJfY+So6dOYepDsCbR99/l4LJzVGpVPR6T8e0acPwBqRyG5S2tljJJIAv4+d+SMZoFSr3AMbMr+WluEF4AmVHljCuTxQTlv7IO490wjNmLhlArS6fVa9EolIFMHpJKYMnvkyPkKtz4ybOrFmDcuj9jXbAJHV1dXUAiYmJxMfHi1REf4FIRSQIt5dIRSTcSSIV0d2qnJM/LmH1r7V0eyGW3iHO2NzxfXMqyU1Zw7uDsnjqt7e4uqjiaiqiKVOmSMQImCAIgiAI9xAn2kbfT6vQGk4eOUtZbVPEkMXO+ETarvq989WQWIQvCIIgCMK9xTWCUVNeb8IAmjPu64SblpBfHc6vrKwkNTWV6dOn34nI7klarZYPP/wQhUJsGikIt0NNTY1oo4Q7Jikpifz8fJKTk5s6FOEekZSURM+ePQGQy+X1g2AymQw7q2rUqsa2CxP+G3KpiQCnTOxsxYZFgnA7SCUW0UYJd4yjjQ4PZSFqlfhSLdwa521LkUrrV3/J7e3rV+vb2toS4OtC7Mj7mjK2u9r0TzYxZmhnVE52TR2KINyT4t5ZJdoo4Y5JPptF9H3hDOmvaepQhHuEVqcHm/o96MQifEEQBEEQhDtMdMAEQbhDjKQf3snAiDcZ+PpuTumaOh5BEO4JhzYR2G4q/k/u/1+SI9xG5ax+bRZBbeKI23PjUqIDJgj3ojo9x39eS2efiUh83uOFFekUW/7KCXXs/GYprX2mMWHxebL1/7+zmE21VOr0VOpNmOvyWfRsPMERHzHrkOiNCf+tOozVKbzU6WXswuJwCn2RNkM2s7/GzJ8f8WLmjX4R+4g4VOEvoAx6g+jn9nDGaKbuWhkz+rPb6eAzEUWLV3luU9mdvBnhL7LUXmDqc4mU6Nrx/aJu+FGHxaxj1/cr6KR+DoewySj85/LxkUJq6uoa1K7DVJvPkte/pFnwZJzCnsfadwGrK2sxA3UWCwa9npTdiYzoO5Ho6QdIu/Z4pPCE/3M4Xnm27INeocczW0kqNmPBieEfjuQJZwWfjUpgq7Hxxld0wAThHmTRVZN+Ip0jAGRz6HQehWVXGwEjxVklZOdXY8BCTVUVuVllFJYbqLWAqaqCy9klZGQVk5FVTFa+ltIKI7qKGmoxU1GmI6tEj8lsQldQzOXsckq1FWTkaCnUGaiurCI3p/ha/YwsLTpTY1G6MfzdJ0jc/jST2toDZsryr69XSmG5gRu0XcI/lbmUJS/9wLdad+J3xpO2vC/W5/fy1qxk8s0NC8twcOvFltR4tMens/IFH5J27WP+ykuUXylRU36G50ft4KJYunsXsnBpw0FWVJh5bP5QegHU1ZJ18jT//uoEXk88yoGdL/BqdCXvvryTY+UNGiJLDcfX72f+lgL6zpzMuZ0TGOmfxohHtpNqgtryUlZ/8hV9n1/PptSG17YicMg4UlLj0SZPZ9XUMLI2HGbxhnSKAQjm7U+jsOcgXywroLEmUOwDJgj3HAtabQkH9mfg6u2GSmbg1JF0zma3JsxZhVyaztQuX7K35QCWb4/GvOkXJk85RsDkR5gzvhlpy5cyfFkpnQKUALgGenF/7wjO7jlPNlWUr95MZpWFtZMDWPnUO7xyyoeh/ZWs3FPFw08/xJTWZSxbdoJz5YBBx6mTEp789zO88VDDDBFFLH35e97eauDZNS/w7n0W1n2ymMUXAXMtRTnVeHftzutTo+gRaIvVnf4Yhb+n3Aw2n9FT1TKSAf6gVIQTHfALv5y9wNmiDvh4XV/YmbFfDKr/nzbWuPm5EVFRRKXWQA1gKC1i+UebOHj/EN6pS+C1bU1wP8JfoOXg3myqpRoe7HKlO2OooTDtN5IMroxs6UOQvzvd2jrybdIZtp4fSrfO17UkVTrSUnNJU/ozvpkKV39PHuxkzdIfD7P1twdpGe7G2Defo33kLl56dS1/HPhvxvTPLNQU5pGYksupAjNundR0DHfG4WqRDi2Y4LCRVVtTufSEN80aRC86YIJwj7HU1pB19jg7LrjRf/IABttfYNaHJ1h5KJI+4Y643OyN+ovJTPvhItU+HYkdocbG1oXI+yNQ2+nYmdeG3YdT6PL0SKaPCMPLtv57ntlSRa4lkMeHNKNDCw80UaE4KNw4k11JbdlFPj57gHmv7GLAQ0Pxvmnkzox8eTiuu7IpNVZweMdRlv94nJ+jgtEEhiDSQf7DWMyU/pbOhuMl9T/bqWjTNpDW2grSa83U+jjhC1TLHHH3NFJdWkqpDvBq5Fx1FnSZl/l5UyqXAlWMau6BU42WfSs28F1WMz6Y1RHjpzffNFP4O6qmIMuEyd8ZH+mV3LS1JqpKdeQorXFwssUeO1zdrbC2LiazoMFweo2REl01Jc7OuNpaY4MD3j5SII/MAiD8P1y+zkLlpfMkrLtAUZWE8IgAmrtfvw2VO206w/I0LQUgOmCCcK8zVGo5uP44Z63luP6WQ7JVCVU2Few/mEn+8GCcb9YBc/Pj0YFhlH2zlyeO7MbOwZexUx9gXIz6hlWsFT5MfCeWR32BKi1JO/bx3qenMAR7EOZdi9Wf1l3cQNY5Pp63kx82VKF52AdDhQm5aKL+uerq0JcWk3z2yrJqJxPuQd60tFPgLpMiK9ejBeSWGip1MqzlSpQ3eLZrDQX8+NUWvj+ip9eYPgxs505dxkGWbf2NGo/2nN+8h7PnwWwwcO7waQ5rutDZz+aO3apwC8mkWNspcDLUUKM3YsBIVaUZs8keZ0fJH8vKZSgV1iirjVTVmjFRQ7nWAjji7NDo2RtcS45bl54kdOnMsQ3beHXqdub7OPN+kAp/KwD51R0nGiVaN0G4x1Tl/sYv+/UEerXivlaOuBNAh5Qifj58jv25kTRzAqjDZKpAq4M/tDPeobwcZ0+oXziXay2k/7qNJd/twDnwcQY72GBn/x8urithy+bj/KL3ZsXkITzsn8njK09z4b8J/MIx3ll+keaDRxP/ZghJX63lRFLx//NTEO56Mjm+XboR36XB8WpfegfacCjlArtL+tCt4BJHLtvj3jOIZu5VnNh8gs0Ha+nyREe6BzlgXZrO3I82s3xzAT0mjeT5oS1p5QrVei8GPt6PNqWNLlAU7goKnD1kyC5WUHz1i56NAreQADrUZXD5tyKySyQkp1ShcwqnR6gMyOP7tw+Sr27J6HHehAR7EPLzZc5m6dAGlLD3pAn829Mj5D9c+rcTvH7em1kPeEGtGX1lDTrA5w+FCjl9FGRqe5wbOYXogAnCPebwhu0csjgyaGx/po0PxAEDp+wNnJl9hE82ZDAyNICBj7ixcksyb00qQlFcQDoQAJQlH+S5H8+QfSV7bXGxlOBeUYzTuKK65EVgkJntS9aTXXI/3z/dyISisxc9O6tpc+4cX85cyg+BVhQbzPDfbCTeuifPdzzI4hOJPP3CUfR5xdQgskoIDdh5Mfa1+zk1bhtvPfMVPjUl5Li245VJbVHb6ll38BSLF+qR9W9BZJCOJVNXM2tLBlW2CuoSk/jgeBIhkZ14algnHn4k6NppV59dxQ8ZNjTv3FqMft01nOgU6YXtr2f59czDxEQCMmv8Na154uFLfLXyZyYk2ZCTImfUtGh6eMqBErYsTORMpAN9xofSvl9HRh/I58fPV3F8mYlTab68taIvnR2hVqdl55pNzFmbzplSMG/7lWf1Zma92JEOOef5eMY2zq1yAEstBZerUUZ2ZeygINyvLjNLvcCKQogY34ygRqKX1NXVdxsTExOJ/zCOdd89c6c+uXuOuvM0kre/KXbCF5pUaVYW2dVy3Lw98HGUAVBbqeNSro5qW2da+9phKCnkfIHxuloynNxVuCuMZOVXYqi98m1SJsXe3Y1QNxvM+mpy8rWUVpnBwYkWvraUZ+aTa1AQEOKO85W+kqGinKx8HZUGQGGFnaGWGqk9wc2dkFdVkn2pApwd8fFSUJ1TSp6uDrcgd7yVMkqzssgsr7+uXCYBowxnXxWezjbIAVVEHNrU+Dv4aQp/TwZyzxdTaLQAEhRKJwKCHLDDRFmelvwSCy5BzrgrzeSdK6bI/MdpcFuVI36eTiivW4+tzcnisk6Gq48Hfk71YxNxb68UO+H/zRnLzzC5z7esk/Zg3eEhdAXATFVZBdk5FVcWzivwDXHGzVaOBD0ZZ0qoafDM5JXoqW8R7Qhu5YojYDHVUlpQTHbZdaOkCnuC/B1xrNVxMqPyukjkOLk64ettd+VrYznrX4lnyFJPVp2dwHDn+mcq/pud4BjJlClTJGIETBDuMS7+/rg0OGZl70hYmOO1n+3cPdG4N1bbjuZODd9WrCeztSMgyI6A6465B/vT8DQ2Dk6EOjg1HpzSkdBW18UR4Ilbw9j9G68qCL+zwSfMt8F0D4AcZ283nK8Nzlrh29wP3//ijCpff1T/TUHhb8XaKZxZ0zuzYvJuxj7vzZ4vuuCDDKWzinDnxtoyW9St/K77ueEz8zup3Ao3X2/cGnsubJzRtGpsYhFAx/p3F/LShnxGz32JQc6Nd7VEB0wQBEEQhLuUFc4DR1E+cFRTB3IdRwa/8xKD37l5KbnJVD+0ZjabqdYbycgSi17/v0xmM5k5pWh11U0diiDckyyWOtFGCXeMrrKGwuIK8cwJt0yptgqVff12GPLCwkIAtFoth5JzGPL0qqaM7a5WWFzFo3FrkclkTR2KINyTqqqNoo0S7picnBx2JeXy1bLTTR2KcI8oKipi4sTOAMh9fOpn0V1dXenVqxfr1q1rytjuamq1mr1796JSNb6GRhCEv0alUpGcnNzUYQj/EHFxcURHRzNkyJCmDkW4R8TH//4SkcgFKQiCIAiCcIeJDpggCIIgCPcWXRaJP/3Ayl/PUGr8z8VvvUx2xs9h4012oRZvQQqC0LhTCcR+mvj7z37tGTNmDDEt3G5cRxDuMG3qWuZ8uJ4clEREDWb0mBgCG2zFaDZWk/j1Myw5CuBI677DGPVwD3wNyXzz0WIO5pZxNUugyj+CYU+/RpTYDuUuVkn6wR3s3HqZkHFdkEuAkoN8/OZ3nNEbUTp3JPbt5+jU2C4SxXuZOXUR6Uhx9onk8VeeQqOCguR1fP/DOs7mAwQwfPo0BqgVGCuL2b5wKquTAVR0GDSGkQM646GwQeVXxapnEmi2PZaIRi4lRsAEQfiT3PUvE/1hLv1jY4mNjSU2diTdHHWkHDpCjr6poxOEq3LYED8bY5dYYgd3ojJ9P+v2X6CqQSmj8Rj7k/wYFBtL7IBW5Jzcw5bjGeht/YgaMoLHY2OJjR3L0P7B6HbpkNxoeyfhrmAoymRn8imk3QbySNcgHK1K2PHFDM4GDCE2NpZerqf46JvdlPypZhGbP5pGavNYYseOpL0imc+WHqCMIs6cLsLOpxejY2OJ7aDl9ffXkouJqsqTJJ8JYnBsLLH9Qzl7YBe7zuVgxJMOw+IYGbGcrzbnNxqnGAETBKGBo8yP0xF74C2GeTteaSQsRHbqhsEsw9amkM1vf0yeZx0z5qzGznE83x99Fsuqj3jlzZVkAOrBr/Hla7G08lZA5lKG9HiTZMBBrWHiewt5rrsblB5i9uR3WLwvlWqgw9uJ/PiYK5cSv2TChAX8Bvj3e44ZUyfRq9l/SkIp/CNl/MymwpHMHB9NmFyLTdX3HPztNNmRzQi/7pGxsevA83Pb4eBuj9ykpqRkF5byasw2app3dqM5YDFUcnzxt9g/OZ1O4nG7ixkpyT1DQZaWNoPa4iAHCo+x5nw3nvysF1HutpQFmkh7fyPHCnsS43Fd1fwklqf1ZcqKaDrYmsjzNJL9zVZOFncmcshoImXWKOyskXY10fmhFGqQ4ekWybOzu+LgqkRm8iUzZw92FTXU515Q0f2paD6bs4vcB0b/aeNg0QETBOGPkrYzv28MOdc6XwBSbJSO1GfI01FVuo83c8aTkpwMEinlqdtYst6PWcnJNKeM3Z8vIPFEGl4uej7pdpgnTyfTnVpyz+xm2+bv2N9iJIVzfsTYeQobP+mCq80+pr6eRmmfGha9Wcv05GRaU87BRQmcSdpPmF8/fG2b6gMR/rZMegwSJ5Q2AHIUVjJk5lrMlj8Wk0rtcL6SsqEiPY39uem0bX0/yuvK1Oj3sOoTf4afDhUZSO9qNVRqDUirutEq/EquKbMBfZ0DbtsvlAAAIABJREFUDor6ST+ZQol9XQ0Gc4OqZgPVOFGfTVCCXGGHXZ0Bo1mOncPvvfLsjatYF9SPBUiQye1QudYfL085xd6SHAY4KK89Q1Yt2xB4MIkMGibqFlOQgiA0ZLFcWw9DrY6Tq16hs8oJe1s1w95cyW+VAM15dcIAVCoVKjs5ZftW8e7P03hArUatbsfjn85n3/kKDL9uZ17VUsap1ajVzbhv4ASWnr1E4dEL7HYJoHUPDSGeKlSqgSyc1w9d4ipmnZzDILUatboto9+by9bUEvRi2lMoO8L8ZwYSpFKhUnVn1r7Gp3VupM5ixnA5iR/W7UbebAgPd/NHcvWXZgMbpj5G9lvP0t1a/Fm829XVgaROjvQWb8lpqa2hYvfHDFvbnJ2fDOTq6essJmp+28XCtckEdBpC33Zevz9bMhky03Vt6nXEkyYIwh8Ft2Pwnl9YkJxFpZUjbUd8xGHtedbPiqVFY+UlEmTezRj8xkou5mnRarUUZaYSH9sedw97XPpP52xW/fHSwlx2Lnqb6GAZ1jXVVFXVYLIAVJKVpUPqHkCXSd+Qnltfvjj7At9NHYifY2MXFv5RnDsx6atNXNJq0Wr38nqUF1g7orQUUFYF1BqoNNRikttgJYOqwnTOZJVittRRZzGTd2Y7n32zlFTXQbwxrhMO15264uj7fHNgCi+ODbjR1YW7hgSpFOqklRgMVw7J7XCUFFNSUd8NMlWWUSaxx04OxooiLmVlUa6vBSsljhRSqAPq6qit1FEuVWIrB0N5PkfXzuaxlXJmz4qltX39fIDFZCTr+CY+WriB8tAhxA1t84eRVQw1GOxsGh1VFVOQgiD8kdeDvDd7F2Mem4np89FoACjjXHENSncXFA2/Vcqt8GzZlubff8cXK+zoGQxlRzeSEvYY4/vcz4uFY3lrQRse6wiGosukZxeijhlCZ0kph3/dgWN1CA5WySxcr+HfL3fjwc8+Ze5SL/qGQfnJ7aS592TYwBiCRSdMaCgghv6ej7D4+0gGeGWwI6UM9z4D8FHCmfkTeOh8LGlzH8W2+gL/fmM8u0OnM7OZgROJiaj8IggN8MJen8GihRtoMesXOjb1/Qi3gA0OLvbUOeziVGo1rdragbuGwWEfs2TxLqSRdhTvW8fZsEd53h1ydy5jyqpzxP5rBkM0HRkR/gFfzUvE2MFA1oEdXGr2KM87VXF6+Ue8sDqbkSPGUnfpJHsugV+bHnhWHCP+3ZdIafkGr/lWcCwxEefAVoT7u6GQgz75KLlRHVE3EqnogAmC8Cc+g+eQGJRA7KcJXN13XhURxZgh3fC1NRLYpRuO7lcXZcnxCOrP2Ocr+fb7BBL2AEQwfKAnKqUXzy2fy4xXEkg4A6CiZdQw2rVshk9ALHXzl7Jp2V4MQMSY0Th5OjLhwyo++yyBhAMAofSbEIyH6HwJjfLlobhXSfswgYQr21AM6dYMJeDWsj8jXUOxlkupq7yEzDWG0LIDJNQ/WET0m8AYdy/sC05xPvRDpg9uuEJHuDtZ4+LTEn//A6QmHaekeRSu1q7c//zbJL/5HQlp9dtQvPJ2T1yBOu8W9I5UEeCiAJx44JUPODZ1EQnn6reheGHsfTjX5lAt86WTaynJO3+61ibGvNSNB63ysXXtjlf+HhLqGz9aPTQZfy83FPJ8tn6eTKtJU/BoJFJJXV1dHUBiYiLx8fEiFdFfoFarSU5OFqmIBOE2UalUaLXapg5D+IcQqYjuVtVk7VnPN0uScRk6jsfub4XLHX+zIpOd8bNZdbQ/ry8ddG0E7GoqoilTpkjECJggCIIgCPcQO/zb9+TBanuKHK2RSv5zjVtPjsKxLSNmDmp0+rG+hCAIgiAIwr3E3oeu/ZtyWtmHbuOfvmkJeW5uLgAlJSXs2rULjUZzJyK7J+Xm5tK9e3dkslv87qsgCABUVFSINkq4Y3Jycli/fj3Tp09v6lCEe0RRURETJ04EQO7l5QWAs7MzUVFRLFu2rClju6u1adOGTZs24eTk1NShCMI9KTAwkMTExP9cUBBugddff52oqCgGDBjQ1KEI94h58+ahUCgAkEul9VuBSaVSrKysxALyv0AqleLk5CQ+Q0G4TSQSifj/l3DH2NjYoFQqxTMn3DK2tr+n9BAbsQqCcAfUYTZVUZZfjrGpQxEE4d5nqkFbVEhhWRW1jW1Df9vVUJadSXH1jUuIRfiCIECtjuzfLpKRr8V09Zh3a6LDXW/RBUyUZW9hbmwGIxNfos0tOqsgGLSXOJV8mSrkqLzUhIT61Sdgvo7FbCLv3D4uFNf/7OCpJjRYjZMNlGcc5dTlSsx1EuQ2roS3b4W7zZ2/D+FWqqX83C7mfvIjushHmfpYL3wlBZw8kkaZ2YLcxu3G/51r8jielIYOCTZ2HjRr2xw3G6guzuDCbxmU6QHsCe6gIcBBjrm2hpzUJC6W1Fd39A4lLMgPe+sLrJk6maPt5jP71XAaG0MVHTBB+MfTk5+8kxXfbuBgdhkWGUARyfonObp1PG5NHZ4g3FAlJ1fPYPrSMqztLNgGdWNs3ERiwlRYXVfKZChm46dTWVfqh8JUgdw9iscnv0DfdlJ2zX+fr9PMWFukyGqUdHrtI+J6+aJosnsS/iqzvoA9ew9iCR3I82N74WtbQ9bWr3h31iksqjpk+hv9d9Zzecdcpr1/HoUHyOvc6P7KTCZGOZGWuJp5K7aQZ3ZAVmrEZcJHfPFYSyjPYu2nr7ClzAeb2nKsfPoz8cVJ9Gzemqd++AJtm+n8NGoR4wPt/hSn6IAJwj+dMY/d285gDh/Nv+Nj8LYBSGNlXDJak56aC8c5YWzGoLYKzu8+QZlzKC1a+FKXtonNxihGauwpu3SQDRuOUQY4BGro3eM+glytIfcQ89YexlBrpKr0PBcJq7+moZATu/dwKCWbGsCjyzDGRPqh113gwPI0dJ7pXL4MjiGd6XVfx/pzCUJD2oOs2KjnX9+vY5BLBmu+W0bygeO0U/fG57pHRiqX0G7UAsbEdMCx+ATxs34k5fwlurXzwK71VBa92wVvuYmcA58zdeVBynsNEx2wu5aZ8qxUTmfk4T24G8FKoCqVpUtS6fvJEv7VwZ78vV/yyrLVpHaOQ3N94sbKsyxclMbDi9bzdLiB9B3z+WjtetLbj8TKrxfPvzeO8BZeWF9M4L6nd1DwWAt8bJV0e+wbxvdqi0PBQWa8s4lzl7OJbO6EFa2Ifc+GpxceY/h73f+QfxTEGjBBEHDC019O7unFzHw1jjkbzmAwNWNk/EhCzTVkn93Dj5vOUll6nrWLPmLWD/vJ0RZx6LtF7CkGo/4sG+dsIxuAGjIO/cqewylojZfZNudbErMNDa6n5fzufezdfZ4KAMo4/N1CdhdBVelhVs38mH1ZgD6HPSs2sfPIJaru7Aci3C2KU7hoFUP7QMDBjRBPFfZVRWhr/lhMbu1Jlx7BXP5lPnEzl5Pr05JundU44E/Mo93wtpFjqaujVFuClYvqT38ohbtJDdriPMylgXRs6V5/SJdFqvk+7gurHxe1C+1Ah9p0snQNqpZnkGLpTe8WgEyOU3ArWhovkVuholXXjrRu4YU1UFZWTJ2HK65IUSh96NjZm3PrviRu1lqqmreja+vfR9bce8bgvO0gFxuJVIyACcI/nbUrHWOGYuvXnDwd5B57n0cTqjFZ+jHzp/G4+wTRbN9R9h0NxVbtgD67gOyCkxy81IbRkSpqjnzEe8vX4tcrHCdMlF3OIF3RnCg3A/FlYcya/RxtPaUUZ2xg7p4MKMlg37YfWLg1B98Qd2zQk3n4FPKx02kZIMdO1ZwHHovjfmUOG2YtID0vE50hHKVYl/PPVpHGxu+WsOrXM1QQxMiZbzP6fxmmkilwC2pDdHd7LiYXk3OpiKog12trc6oPL+LNDQ6Mf7U9f54sEu4eZmqNIDX54Xw7Xl49v57Xv9MyevJwrm04ZWWHV4iGaLMj5w/nk51dRktfVf1zpHLGqeDMlS+bfyQ6YIIgYO8VQRevCADKNX60vlzJgY/HsPnUJCZ6qYlQ72Jnsh/twwYzsPIEvyVXccKjFS/bg6GsjLphz/DOuNbXzqfyi8A7fxm5Hr4EOjQYaNdXo3NT0+OJhxnW3uvaYe+WQIUcK7nPlYZTiZOTDBm1mJvkLSbhb0XhTbuYYTi3uR8T9gT62UHx/1Dfyhbv5vcxpFkzdmYv5OTlTLT6CFS2kLv+ZZ5Y58mkl56kf6jLbbsF4e5WdmQJ05ak02LgCB7v6P/7L6ztCWgdRUDzUH5OnceFzFyq2wVh9x9WTogpSEH4p8s/RvyiRXy7v34S0Undke495eQnRtMqQoq9owp5eRY//boHaVhvBt4nYeWn/8a6XVtsAauu9xF1dB1ZbtFER0ejcSog+dw58h18abHzOAeNJjCZqEraw04ALx/CFVWQrcOjVX2d0KKVLD7dlB+C8Ldn5YhfhIao6GiiozsSpLKBwF50qvmcjclAcQaH0vMocQnCyx6SvxlFx2lr0OlNVJ1P4KUvjtafp6aUnKxqaiV22NjA0S8eJHpHC76e9TSDWnkjBlrvdtbY2kswKZL4LePKIffW9LBexrJ99XPT2qR1rFd0pbU7ZO//lqenTWNbSjF4tqO3fAELEgGTkfyj29lp15HmbpCxM55nlp8iZkwsE/q0xFEuBYuBwtNLePub5PrrVBeRebkW5LZYXX0LJOMima3VNJYUSXTABOGfzqsZXTnJ98P9kUgkV/69hPrEch5QgNTNncC2MYzwiiAszJOgblG0kHegbVj9Shml+wjeeK8D77eur+vcfg6nSmxwajuKD18sYKSPAxKlilYbaugDIFfzQOwEmpUup7t7fR3/EeV0j27ST0G4G1m14cmXB/NlOwkS9578cMGdoQ90xkUKBl0+WSWVWOrqkHu3QbaoU/2z7dCdFUY1gx6OwrtgI1/MO8XFL8ej9nbCSiLBp000Caea+saE/z8F7l4tUHhLSDp9of6QXM2T773AyZHeSCQS2j2fzjPTxqKWg6lGR2FJCdVGM8hDePaTqRzoJUFi5cAD7+XxVNww/KtS2Ll+KzvjP+bhyGCU1nKkEglxO+Uo3Pwp+6xd/bPl1I/tHm0Z1Lc9TlcSgKevXw5DYwhuJFJJXV1dHUBiYiLx8fGsW7fuDn1I9x61Wk1ycrLYNVkQbhOVSoVWq23qMIR/iLi4OKKjoxkyZEhThyL8T0o5vPRbNhyyZ8Ab4+nsaY1McqdjMKHXbSXOZzvjKuOJunI0Pj4egClTpkjECJggCIIgCPcQFzr37YufQxqr1+wiV98UMZxm4ahP8dvye+erIbEIXxAEQRCEe4tnWyZ9MLcJA2jH87/svGkJeWVlJQB6vZ7MzEwSEhLuRGT3pMrKSpYvX46dnXiJWRBuB6PRKNoo4Y5JSUnBYrGIaW/hljl8+DBt27YFQG4y1Wd+M5vNVFdXk5GRcbO6wk2YTCYyMzNRKMQeyoJwO1gsFtFGCXeMTqejsLBQPHPCLVNaWorFUr+vjliEfwuJRfiCcHuJRfjCnSQW4Qu3mliELwiCIAiC0IREB0wQhNvoBHO6zyLpT8dz2TYngXW70qjkBF88OId9TRCdIAj3qIKTzJ82hRe/3EpWdVMEcIIvHuzDezdp2EQHTBCEv8Zs4LfNb9NZpUJ17d9A4velU0EVOadzGsmD5kX0c6N4ICoUJVXkpeQ2mitNEP6T/H2ziFSpUKmCGPjMfE6V/7lMrb6cbx77/fmMfvpDDufW/y5pTnd8PVSoVG4EtXiM9bl3Nn7hdijl8PbtZFeEM3xYL3xsgezVPOzvjUqluvl/58yl9FPVPw8tuvyLLfnX/7KQ9S8/z7zdv2EwXzmkL2Vf/Kgrz9Z9xM3bTSEArZnww4tk94+74ZdL0QETBOEvqCVv6b/o93YRM1K1aLX1/87/FM1vp9MpLDYCYKy+8jtdBTW1N0nsWFeHuVaP7sp5dFV6as11d+hehLuO+RzfzVrM6B1atOfX0987i9Wbj6Ft8MhYyMeu9TekarVoL+/nUdtKft1+kAKS2XvxCXZcLEBblMmud12Y88EaCprmboRboo6qzIvsupCOzQN9ifSyRlaXzeI33ifgq3NotVoS33Xl4/d/ILthU2S5zNdT3iF8tRZtUSYrnrPj87lrybXU54Ec1yeSMZ/vIUN3paK5htykhXz5cyT7tVq0pz7AKn0nPyZeoKZOjq3jAF6dnczcr9NprNUTHTBBEP7/ajfz9tQyZq+fR//f82rj0XsqX/yrPyFu1kAlP76sQaNpS5c+DzF7UyZGMln7+ucs+/n0H0a+zIZCTq6YzgCNBo2mDX0mvM8vp4owiWTcQmMubSNJ8QqPdAQ8gukW5oNbSTq5DYZTbWzDefSloTiW5ZORdoksR1scA9xwQMPL88bT3N6GOrkcG00nesrlyJrkZoRbw0BJYSo1BdCpRUj9oYIT/Gp8gieibQFwjhrBsJp9nGjY0847wlbTZCb3Baxs8On6IP2qD3GmCJw7jWPJzgMsfqojPld3mrJYqNUWUtRDQzOAAA0DA2QYC/KoqP/uSfCA4bDxVxp7j1Z0wARB+P+7fImM9jF0aizT7DX7CHoig4z0s/w4bQi6zVs5Z2y8ZHHqWj6aUcy4hAQSEr5irFsOR/YfIKdJ1nAIfyu1OrJTk9mXmEhi4lEuaQ3/W319KcfXfkLse6swuWno3dzjDzuR1+adY9332yiNDMPtlgYu3FlG9JV1yGu6EqK+zZeSyVEGtKF50iaWJiaSmLiP5PR8Kk3XlVEHE3A6g8ZmPMVO+IIg/P85OOJQdJ6CKghQ3qhQf7p2BLBBFRhMgPNJtI2s0wHQnz3MNsd8FAkJHLhyLMLVDZtbHrhw1zEUkbJvC+v3pVJFAINfCyXof/kLpvQgavwcEkdn8OPsxWzcomT0o9H4WUFF6jZ+WJfIcc8JfDSyxW27BeEeI7XGucVDPDo6jQUJCeyhkozDlUR2sEL6XwxviQ6YIAj/f55d6OP8Pd8u3IrrhH4EX+2EFaewK88BTYj5ptUbsgoIoXN4EFM+eou2HqDPPkFalQob0VIJ9iHETHiNmAnXHStS42P6hbT88fg6askuraTathn21pB/bA0btC14vEcEEt0pdqV70K+LD8isUShkSOvMWCyQe2gZC7cep9rjYWZP6oZzk92gcGvIsLIGizybMi2gApSeBMrWcTrTRNuWNtRkp5Iq9yNSCbrME+y+UEqLNpGEKL0Jkq7naAaEBpipzL3IRSsfetwkuY3MVkXk2PeJHGuk8Pw2vvvyBKGh3iitrhTQllHuqcKhkbqiWRME4S9owfBZE9D9uJFZcZtRXuuAGbF/5Emah/xvZ3Np9QCxvrOZFReHlwfoc7R4D36cpwKDxB9G4c/cezKi+1LmxcWxwbGKCkUQ/Z/U4KWAE4lf8tb5WEZENsPakM3GOR+w2c8HjEbM8lD6xTTHzXCWrz6czgfpYUzqs5oZcatx9All4Njn6HzTaXXh70uBys0bmcsejp4tonM3d3BsyZhB9rz9zusc9ZNiKihFNfItWjpC0ZHdLFp1jljXVoRo2vLEUAWvx8WRFGDBWFaD9+jXCHeAqowkVv60ip/2JlGZ9z7pJ8cy/cX7UdXoOPHzPJbuvYzBIkXdaShdW/lyNR9O0e5tlMU8SXAjkYoOmCAIf4lHp1E879+WpEPpVF476kaLqHBc7Qw8uUyFJwAyXIM7MfCxMJwcPQh9cigmNw9sMTH26/G4ArZOrRn40lu4XTuXCyHtW+EusnsJjVIRGTsDS2gaFVjhFhBBqxYeWAPNBs8koTIApY0MqUcUk541kV4OYINHcAtaNffBziyl13NfsLKihqsvTioc3fC64XS68Pcnw8k/gtZqbw7v2s9FzRCClUoiBk0lTplMocmMlcIHTc9mKAFJm0G87hpNQJAToKDlsDeZ6niCUiQoHPzQdAvGDjA6etOyQ19cgnvUX8Y5AAUgkVnj2awj0bJwFG4BtG7VGl/V1eGvMyS8ZWDQxg6NjoCJVES3kEhFJAi3l0hFJNxJIhXR3cpE1blf+ejDZRS2H8O0p/rhf5NpxNvjBF88OIkzD67hk+f8sb9y9PpURGIETBAEQRCEe4gcZbMeTPlYg1GuxLlJRtCbM/br1Zhdfu98NSQ6YIIgCIIg3FvkClRNunZBgbNfwE1LSLKysuoADh48yOOPP46Hh8cdCe1elJ2djY+PD9L/5v1TQRD+Z5mZmQQE3LxRE4RbpbS0FIVCgZ3dHZ+/Eu5ROp2OF154genTp0vkfn5+ALi7uxMTEyPWgP0FYg2YINxeKpWKjIzG9pQWhFtPrAETbrWra8BA7IQvCIIgCIJwx4kOmCAIt1AlF5OOcyoll5q/fC4d53cfvUXnEgThH6Uyl6QtG9l44Dza2qYIIJf9337NzpsM2ItF+ILwt5XLri+XskMfwb8mP4ifjYSq0jMkLi+l3XO9uCX7RBq1pOzdyKqNx2i4uUPk0/H871lZtJzdsptcdRd8W/jw15bAlnJi7a9oNVG34FzCvUqXvpl5X24lDztCO/djyNCe+Nn+sYzZqOfAstf58WT9z/4d+vPwoP4EqeDitjnM35aD0QQ2Di70n/A2vQLv/H0It1IVlw7v5Oef0vAdGV5/qOwY82f/QGpNLXZObRk55QnaNrZaqPQQn81YwSWkOHl2YMSzj9Zv2HpmC6s3bOF8IYAvA6dO5n4/G4xVpexdPoONZ+urq+8byvAHeuLrAJDOqriVBK4bSWgjlxIjYILwt1XM8TVnOLr9A+ZuzwQs6HXpHFhznOJbdQmpFY4egbTUaNBc+RdQc5QFW/KwcbxVFxGE26WAHV9/wiVHDZpgJy4e383mY5fRNyhlMhWQeqoGtUaDJtyD/H37STyUTjlaTh8qxD2iFZo2rQiQX+anz7eQ1ST3ItwqxtIcdh8/haRDf4Z3D0NlpeXg4jnsqw1Fo9HgXbmPz1ce+dOXTihj79cz2S/VoGndHIfifSxYl0w5pZw7eRGd0YMWGg0aZRrvfrGdQiwY9AWknzcRrNGgCXMhY+tu9p7KRI8P3ca/yAPK70nY23iLLUbABOFvzZ8hwx1YNW0pRwe+jvr6X1VeYM2X/+b7LcnogLDH4/n6CQ35u7/kzcs9WfiYL8fWbCA514M+Tz6I8uhnxBfdzxsPNcfO+sp3L7kSv9Y9GN76yu7O59czbklz3lj4Cv38AFMVF3Yt5L3315IJeHcfx2uTxtDWt5LNbz/D7D1FADj5hDJ++kIGh10fYBE7Zk1lzo7LGMxg5+zF4+//wMgWRRxbs4/EXRs5UnKR/PzfY8dQTvovnzDhsz1ADUXpHgzVRN3mz1i4a+VsY92FbkxZHEs7RRG7li3haMopctsFEnLdbvZWNu4MfOFdXNSe2OQfZtalDRTqqwFbuo57kfv9PVHWGbi8PpXVm27Z1xuhSRgpzT1LVlYJEePb42oNlCSz6nAgj344jgcC7Cg5pyLv0/UkD+tEtOt1VYuOsCQpjEmLYuntXEv2cSe+XrqZs4NepEXvR2jR3x5nVyWycje2DL9IJRJcnPwZPPkdXPzdsc7ezWvndlBSc3XRhBf9JmtIWLSXwu5DabjHhBgBE4S/Oed2zzOx89fMXpp53dF89v+QSJ60O9MTEkhI+ICW2z7h2wywyAxo96RQWJzDocQlfLz9V85nZ5C08TQO7o5IZZLGL1R6iNlvHqTjq5N5/r4QbIGyvERWfV7DowkJJCR8zjD7LA4cOUlejTNRz31KQkICCd9+zUsxPmz+YAmpf4ycrhM+4OtF9WVmjAlj8xvfkIoBbfZOzlcHM/61BBI+GErB7OUkAmUFu/juwwzGfZRAQsLH/CumPV6364MV7n76UsqlgXg4Ata2qOxssK6txtAgB7xUpsTbzczuTx9D3f9tCoJ7MzYmAgds8FR7ozw4E3W4hkfWhzL346G3ZnpfaCIGKkorkeg6o2lxZfsQYwWldT74OMsAsFJ54mnRUmFsUNWoo6QugABXQCrFxskVV3M5lUYb3Lw9cXNVIgNyE7ewJ9AbfyTIrezxcqhgw8xRqAd/irRTf4Z1C7q2ZMK2fRf8dp/gYiORig6YIPzdyZUMfuklSl/+N/uuHsvN4Pixpbz6zuP0+r/27j0oqusO4Ph3X7AusCzCymvl4VvAuFUEH6BJ1KiJNo0Tq5aq0LSZJJNOLzGJjXGqHdIYMzUxLzWtSdT6GomayZCqtRai+EAQb4qPaMEH2kRXhcvC4i7s3u0fS7QhppnWIkHP58/7Or87c+fMueee3/3Z7djtk3hhyybKT0JIciYjXLvYXqkQHh/P8IFxfHmmnCr3UO7rY8agvckArL6clS++x9Ws8UzLSsXc9i+7hk83U7B9EY/a7djt2eT+dglF8iUam/WEnfog8NlySAaTn36Po0ojX+/P9ITWbGD0qAzsQzIYm7eCz+qdbcf0JSUtg0H3JJE0fAoPDThF1WloqCxl54RcZqcnkZRkw2o2YfhGsMJdqb6clU9NJtliwWLJZnHpxf/u/JAY7ntyOXLRS6Sc3MPmj+Qbn/Izn0Mu38uGnCbemvNBuxcJoWvxo6qg8RsxdETnUfE20zbEsenlSTf6JnMiP5y7CnnbPKx7d7Jl9+c36uIaDBg8Xrw3uZQYgAlCF6AfmI80cy1vrjjO9YSelIkUbD1CXZ2CojTQ1Kiw9H4whfVmxOg6SuRzNIVNZ0aKypXyEg6FR5NgDOLrE2B+fK2n+eiNrThiJ/HkY2OJM2m5fkhoFKMKtnPlSqCNBqfClvkP0fvUUpJmXqJQUVDqL3O05BXGtA+6bCn23LMsO3YWpf4yNfJbjL++U4dOp0OrBbR69LpAp4mqoqJFowVUHz7Vh6/9dYW7U8QwnlhexBlFQVH28kJWDGj16PDQ4gVUFa+qomp0aDXgdTfR0Nw/FKQSAAAE1klEQVSC3+/H7/Pg8qgYuoViie9D6kATGs9VmhpbcV1rwa83YomIJDp1OKnWU3zp6OybFW6FRgN+jRf1q85Do8OAhxZvoOS639tKC3p0GlBbPbiam2n1qaDRY8CNuxXwg+ptpVUTOM7X6ubMJwXcu7SOBS8/zihrKPj9qF4PzS1+grqFYuk5gMEDtbS4FNyetrZ9Pnx67U0HW2IAJghdxLiF60ld8zY7AOKSyQhv5Ny2DWwrlpFlmR2vzGFRGRiCggkzWijdVIhm2EiGD47lyM4dBEVGEWRqlx7mdXJk6/sU1dYTnZ5Mwz8C15JlmfNOsAzLInP3EpYUBrZ9umYxb3xcxlmvlYRp/bHKMnJlJYf+WkpF+4BNVmw/6kePk8eRKyup2F7M/u+4x5D4FIYUF1Eoy8gl+yipPisWRAvfrtcUHgz7I6s2ysjFf+HPVQ68yWn0DIPD70ymX/4GGq55cdWs51cL/hR4tvfv4eBRN8GWOMLde/j1olUcPHQY+Ugllbt3U62mkyAKwnRhRsIiTKih+5FPtI2CYoYxNXE7K9dWIMsyBzevZ0/iZIbFQO2eFeTk5/NJ1WWIG8nMxEJefVdGPlzBvo+LqEwcjz3Szd8Lf8Os90/x0xljiG28QJUs809nC5ePr+P5go2BZ6u0mAMntJgje9AtONC0R67gXPZget0kUrEIXxC+t0Kw2ZOxhgajAYK7ZfPY4pm4PrMRQjT3TM3j/BfvsLZAwgnAWJYsDJwXnT2NZ46dJ7N/BOHaHzDh/jw8g2Ixtp+Sb3Zy5WoT1ac/p/pViY3/tmvKkhLmDn2AvHm1FPxOQgIgldkvRWPNGsWbJ2YgSVvBYCB8xERmpsUTQjCRSTb8MWYMg2azOOXnPL9gG9cwYBo9kVy7jRCCabXFE4+lbQrfSGxqGuZuEJH2CD/Lmcd8SYJevUiNSWVEjFl8hhS+RQKPSL/kWUlCwox94mx+kj2AECDMZmckMei1GoJsWaQrjyNJa4AIMqb+gqceGExkyFUetqxl0fzNeHw6zNZRzF0+m37f1azwPRZE99iBRNtKOV5ZReOAdML0Vh585kWK8wqQtnkwW0fz7PJxWAGfxUZaPx9RoQagOw/PL2DXDAnpQx3WxHHkvzaGSPdZyq6A9ep51r2+kHVtLT36+7+RlzyUvl9ISBJAJNmznmbCyP5tBbgV9q3eT+KPn7jpWlaN3+/3A5SUlLBs2TJRiugWiFJEgtCxLBYLivLN5HFB6AiiFFFX1UT1zkLWbD1H71lzmJqZjPm2v8Vd4vCHK/jDu0nk78plQNvWr0oR5efna8QMmCAIgiAId5BQ+owYx1jXPi61uGhb+nWbeVAuhDB5+Y3BV3tiACYIgiAIwp3F3JN7p87oxAASGCs99x+P0DscgXQPRVEoKysTU623wOFwkJOTg6FDcl8FQXC5XKKPEm6bqqoqDhw4wOrVqzs7FOEOUVNTw/Tp0wHQeDweP0B9fT3Hjh2je/funRpcV+ZwOIiKikKrFcmlgtARLl68SEyM+DWrcHs4nU6CgoIwGkUlUuH/w+VyER0dTd++fTXXF+G73W6cTic9eoj82//VhQsXiIuLEwMwQeggtbW1JCQkdHYYwl2irq4Oo9GIyWTq7FCEO4TTGchZDw8P1/wL6eqWIcnmg2EAAAAASUVORK5CYII=)
Source: OECD, PISA, 2022 Reading, Mathematics and Science Assessment. The index of disciplinary climate ranges from -5 to 5, with higher values in the index indicating a more positive disciplinary climate.
Engaged Classrooms project
1.18As foreshadowed in the committee’s interim report, AERO released the first tranche of materials from its Engaged Classrooms project on 4 December 2023. The new resources are designed to support classroom engagement and professional learning for teachers and school leaders.
1.19The project builds on AERO’s existing Focused Classrooms Practice Guide and is designed to support teachers and school leaders to:
explicitly teach and model behaviour to support learning;
build positive relationships with students;
establish and maintain high expectations, routines and rules;
effectively manage disengaged and disruptive behaviours; and
implement a whole school approach.
1.20The resources include a suite of foundational resources, including explainers, practice guides, and skills resources that cover important evidence-based practices for effective classroom management. According to AERO, these resources will help address increasing disruption in classrooms by providing teachers and leaders with:
… a range of practices to manage day-to-day whole class teaching and learning, as well as function-based thinking and tiered intervention models of support to help understand and address patterns of more persistent behaviour for the small number of students who may need additional help. It is crucial pre-service teachers and teachers at all stages of their careers are supported to develop and implement these practices to help improve classroom environments and student learning outcomes.
Committee view
1.21As noted in the committee’s interim report, student behaviour and engagement in Australian school classrooms is of growing concern to many teachers, school leaders, and parents. Regrettably, the OECD’s PISA 2022 survey has continued to show a decline in the disciplinary climate in Australian classrooms. Indeed, the share of Australian students who reported that students cannot work well in some or every mathematics lesson increased between 2012 and 2022 by over ten percentage points.
1.22Furthermore, the survey results continue to show a steady decline in student performance across the domains examined. Just over half of Australian students achieved the National Proficient Standard, with a significant number of students failing to demonstrate they have more than basic skills in the areas of mathematics, science and reading. These results confirm the recent National Assessment Program Literacy and Numeracy findings, which show that one in three Australian students failed to reach expectations in basic numeracy, reading, and writing skills.
1.23The committee believes that Australia should examine how high performing countries are achieving better results than Australia, including the extent to which the experience of these countries can inform Australian schools, and how funding for students in Australia and other countries correlates with student performance and academic standards.
AERO’s Engaged Classrooms project
1.24In view of the trend revealed in the latest PISA results, the committee welcomes the release of the first tranche of materials from AERO’s Engaged Classrooms project, which aims to support classroom management and professional learning for teachers and school leaders. The committee is hopeful that these resources will help teachers to practically apply the best evidence-based teaching strategies in their classrooms. The committee understands that AERO will continue to consult with teachers, leaders and other stakeholders in the development and quality assurance of existing and future resources.
1.25The committee also notes the recommendations in the report of the Independent Expert Panel’s Review to Inform a Better and Fairer Education System (ExpertPanel). In particular, the Expert Panel has recommended that governments, school systems and approved authorities work together to develop a national measure of student wellbeing, which includes the collection of comparable national wellbeing data covering classroom disruption by the end of 2028.
1.26The Expert Panel has also called for the urgent implementation of the Unique Student Identifier to develop a foundation for enhanced data linkage to help establish a clearer picture of each student’s education experience.
1.27Overall, the committee is encouraged by the recommendations of the Expert Panel and the release of AERO’s classroom management resources. However, the committee remains concerned by the latest PISA results and the stagnant and declining academic performance of Australian schools. The committee believes that these issues deserve ongoing scrutiny. The committee therefore recommends that the Senate tasks this committee to undertake an extensive inquiry into the performance of Australian schools overall.
1.28The committee recommends that the Senate refer an inquiry into declining academic standards in Australian schools to the Education and Employment References Committee. The terms of reference should include:
students' proficiency in literacy and numeracy;
the experience of principals, teachers and parents in meeting the challenge of raising academic standards;
the extent to which the experience of other countries with high or markedly high academic standards can inform Australian schools; and
what support could be provided to teachers and what improvements could be made to the Australian Curriculum to raise academic standards in Australian schools.
Senator Matt O'Sullivan
Chair