The term “Microscope” means micro refers the tiny, and the
scope refers the look or view. The tool which is used to enlarge the images for
small objects is known as the microscope. The amazing invention is the microscope,
which is able to observe the specimen for the tiniest objects. The purpose of
this lab experiment is how the microscopes function, and in the middle ages, the
evolution of a microscope has been ongoing process [1].
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)
Figure 1: Microscope
Objectives of Building a
microscope & collect images of various samples
· In this experiment, the objective is that
to collect the image of microscope, first of all build the microscope form the
given components.
· Then by using the TEM grid calibrate the
scale
Literature review of
Building a microscope & collect images of various samples
According
to the author [2], it is conducted that, for the TEM calibration it produces the wide
ranges of the different samples of images where the high resolutions and the quantifications
of results are required .Then offered the samples which are certified to
maintain the highest possible preparation for the standard in production. The author
[2] claibrations specimens
for TEM are the renown for the worldwide with the realiability and the quality
for each other which is also checked in the Electron microscope [2].
According
to the author [3], it is conducted that the image.J is the Java based image processing
software that is developed in the National institutes of health and the laboratory.
This software is also run on the online applets which are downloadable applications.
The image.J software could also display, edit and analyze, process the floating
points of images. Whereas the list of the long plugins reflects the image.J and
the usage by the range of the different applications in field of the
engineering and sciences. The image.J is used in microscopy, medical imaging, and
the material sciences but is not mentioned in the biological light microscopy.
The image.J for the microscopy along with the accompanying of the manual which
is developed and managed the wide array of the plugins. For new users of Image.J,
analysis steps for microscopes and covering the typical image processing because
the Image.J for Microscopy online manual is a useful resource [3] .
Experimental of Building a
microscope & collect images of various samples
There are the following equipment
which is used in this lab experiments;
·
Light Source
·
Slide holder
·
Objective lens
·
Camera (CMOS)
·
Cable
·
Laptop
Now there is an explanation about this equipment,
as the light passes through the light sources to various samples of the images,
and the lens is magnified these sources at that time camera take the pictures
which are connected with the laptop by the cable. Now by using the Thor.Cam,
whereas its benefits are that we take the live picture by the Thor.Cam and then
save this image whereas this image is open in the image.J software.
Results of Building a
microscope & collect images of various samples
Now according to the
objective, collect the samples of the images, then it is obtained by using the
Mesh, and it is the count of the number of opening in one of the line inches of
the screen. This count is the mesh number, and 4 mesh screen means there are
the four openings across the inch of the screen.
Actual values in the
For
6 pitches of Building a microscope & collect images of various samples
On the image.J
software the microsphere image and TEM grid line is open, and then draws the
line to calculate the pitch of the image. Determine the pitch in the
an also
distance in the pixels which is also calculate on the scale.
![](data:image/png;base64,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)
Figure
2: 6 pitches
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
0.0.74
|
206.147
|
33.66
|
255
|
-19.33
|
7109
|
825.9
|
206.147
|
33.66
|
255
|
-19.33
|
750
|
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)
Graph of Building a microscope & collect
images of various samples
According to above graph
it is about the 6 pitches which are determined by the Image.J software because
the distance of the scale is given. There are two axes as shown in the above
graph. As shown in the figure 2 the pitch is 300
aand
in this above graph the y-axis is also shown value of 300.
For
9 pitches of Building a microscope & collect images of various samples
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DxqABYKmJnlFUwR7hPQ5WOaK6+TZfq++V/aOu+5zqbC2ozvsO8rzfklUKK75OPby8LuNy8KkPMTZVQ9JA2HTZnfb69gi6fY0wYe/EwUqXnL1JKvZfyC9sGYQ+kr2byCRqqBk0eaNcF7FPmeYtlXPGH1P8Yz28tr0jSVotwRgCmtPovlZZ1UcmFf1dQ5AakVl/A31AFXN17ozqtwiB5qKhSWPTT4J65hPeATm+Ylcttx7af1uwu1TSsYogSbFGZLKDwx5bIkxjmFVBYh3CEAQBAgZSwwa6wsY0HIPGyt4/HUOcVcNhhc1jA81WQgv/trfpBfhpSK0p1igUr1idMvgZQdiEAo4NK1cDOYWKozG/bJwnk7RnmzRO9vNhbU4rC3a0Lyx5DNtizh7pg7P3M3PYCeNOnIUFDM7lT5927zZCxMQu+3XtCDdsUUgQeCXevGCRFnLydkpWUUF5lKxZT1aLxKukTj6cjXa4uRWWLXu5qV0QBgKSMd5wmVkjW/lG19OTYVLxKBzRr9TgNbBKsNIBl6xSLrRaqsoXH6k8jov5hm8j6xBQfI1/PVLm5VUSdaI6ROUT+cVfUcnaO1DNd/sHC5fK9t3e4xbtf+XLpJanNGrhqx0eKLr1D3oGNAANqE1LCFc7uBvF7BHSWu09zuXlnc9STC1zfxYDFo7ICXWopLbCnqqZ1Vctas7V41knt2XhenXrfU1rjo+j72ahz5Tm3JEZ7eXl5DdXgAfmI7O2I3n0D3i3tFQA2D4mpqvZSKSTxDs6C8dgJ2fLyb6sIVMApjD8/bZjnCi50levMneCFOs5z33pSmgawOixjvg0fKCB2G/NrqwIunv3kGfSbwlKl1JacwN0umh7z98pH0948faVJi2epbCPUHzd/PEtGUvgDAGNkAwjLq5EUuaAwEgF1wtouUTb2hTCYG6OfdpG/XxWMtzQFesbI3zlMbniqrPBaffVFiFz+L0h+BUPkZB3OtRFcGw4ospVY8olarsDLgn5zgZmZ4ZkH+ykiNuM17c3rn3V2RbzaeaXglsNIdi2mlMiZGjbjjVYz118foVbQ3yk6yuHfOdd96v/zWqUNs2JV3j8arhIrN8YXFzJdDWfdVrc9ZzRz+2JNXIQ6VDVTxYKLK8KrOEZgMXlwXyfn4nKxK6oom3hlB4VqRp0oNSkXoUK+0fJB/bLDNvGAgVTNPqaVSLA7TPD5+9SbN7CPPJ+pW+4rKq2OvL0KAYryEHELNIBVSqyErYZa+nebYfATT0EojfdBcMa+yLElPHyroFp1kn/CSvlELARwo+UbNEjePr3xJLVnPZoBjmzuW0sebmUU6F5K6QGVVSyomlIz+qto7Xbyds/KUcfcigAOVLCQyTqy49MjM9N8xn+nQcXv+RjFOr7PQqsJjDqLfdIPUNSVh397ZWZd18089d+sXd46mde897zNa4Z+jCdrEGpWVOGzSMHWgMJnEO6ra4osjAsW7rkx7+xPvF6+PF31KwUo2DYgV1Lkqk+5oMgxto07FoJGnbCxS+UoBiC6sCCXVbjhS1Uff1F1e25S2XqDlZFVUsmhAYrx8FeAMzYEACmIhLHCQLfYIkgVW7sE+XrVVuPukzQPTv0Di2PQbpoRpZ9r56921fj60SphvEYu6QoMqKms1A2azyIsRiU8AxIusHjXPkV8dG705GuwmhO3HmvNug4aUDlBReD6rm5RyohtoLpdHqrVBrgsAEM64316pSMn9unbeQvVNHukyuGAL5xQQlEBxTAIITDcmo6uheVlj2cOIHg7o4Jx2DtFygfAtBm6UXNQ6c7mm5iZ5ucYwDPGP3zGdiUmpciXvl3RjV19mso9eJOqdTTy8p+11Yek6KQ5EG4ZJCJ9eVdHZayuqJIrFN/kteKrvVBE2lmFp59USPxFBYbvkV/AGvn4fYtXqRkAqSIXrnXGxeuMxAz1SVNcYCl5uKOKuRdGd0+Tq3OG6tbc+U4c5v1RmnmbwzhWtlzBm7UXGoWKu7HQydWfyj9oB6pTf3kGdJJn4GC17Xb9L5owIsJc/JlmAGeY4ZxzCIXiGxlbGxVw8pgiv3BUpzIERIAf9/1ke8LC3z3VXy3jfeRk4hIWIOTYElbGnuCwsjaAgMvbGK9RIQBRGuN2mAL9biurM4YgT3ocd5iN+Bq8T2o974yaT5yuBm2qKq1wmAJccEsaw9zYIXidjMplDG07+2gFApgqwaka0raZtm2coFtXj1oedp5ozb8ADxjr2QeXdfJ8bU2pGAN3xuvkmqb4yLHqOvCB5pzEeEZSrEEc3/7IjM1a5hHhA26wFRQu27lfUwZUUt2EQgr0jeehhqpOxbka/RsGHeyVdbUcfBTmmHbTwdTjePOWXFfNbxareKleSkyor9CIMgoKyJCHdyqcNU4ueLGcAYUTh6NjjFL9EjVxSHOdPTZPb+6fp6ecxpQ+2U7y4KrX7qHIYEDGPJ3R8919O8g78rRGrfnkZR/+IZeIlm1FNQn8FsI2dgTGtW8D+QcMVFLmJXWHsw9m7brgfKk7FTuE5xpTA69S1hsFx++TX9BIJExTi+3h6mlsjxKAFDXSLYO5FuVzGq/pSM/Syii5SJOXX9RNmE7een84qJxvEOg6yjpP+AnvWdOH2A+LkBLdUOVaAYpeik04pJ1b/1sv7/ZuprsfJlu760tFRc5ByjVSAUe3hfIKfqMi/TA4zV0/065DQKs2TVS9VKM6+VskRZ7qZEBhhS1hZQGEIeoEjnQIvLfC4h+q9jRE1E0Ihf5PcPDW4uHZzBxGIdrbLzipchWKKzAwFB0clcs2CVClchBoAxSODqgXdrGyLhgh9/8EqbBdkBqHJ2pMi+Y6sWMxutRVYQJZ+uVFf8Il5s4foU6VI1XFNxlfdCG5upZSkfQdatQXYwtkLoCQDnJ/I5Xv8/qp5TSgQdXW3uOz1bVOWRUPSIdI4hTonKYJw05o/0sWlosfcY5hToaMd+W+buZ1OPfptERqNuWl6rc6qcJFRig8iaCgbxpSIx6uGQs3jSNoxzxdsLcIBoZgk1X0C1bPYhn6aUIn3TiDC8UCNV4+0jZf/VMls0srAMPflcCbixuGsddAFa78FObwkQs+8tULKCTPtTpnxiNFePaRM4Aw/n9PvyYKCluh/hNy9HLMK5kD3qKRSJWak7FHh+NdqvxYIUV2yz8C5w2c28P7G+aIpAEMLu5FLGBw9cCbherk7lGaoGJJFQ+vonYVJmvm+LPagDPlEov4/pCf8nBvmRvSjAFdvMYf8vQdytjqIZkayjd0uGrXvKGn71+Yc8ln/191FAaQcglwdaO/qipgb39SfuWkviDw77Sdh5aqbuVAQv656pOxI6xyAGExroliW6MCWNumwd0byd35lBLLwi1ZuHnc4H1uZz5vvSP1/v53lcFDEx5GQMxIGPuSsrWvRqCsKqK4JA8Y7gLhOBE0s7OLAoAxsvoKl+i/g1TaKVhjs4pq+7SOunBhJT1ew6C6rQ1POqt7uyAl2SRjxCbxAFqqbN1nymr4RnV7AUYkVd60oev8goZPfzVjhB578rtO7GqhDsUqK8wHI9onCl25rk6afIv3mgGXAUjeK5jQDg7sQi1A3+0wDN2/2DcKDMJb5ZpoAYSTK3NzScKTlUqcAsnoiB2GLeZAikkEjKZ2aIQmNMnU7mn9dfXgRr24i/uT/kw7/4y1PThXzWuFKtQpkevpx7UI/U1X+zE55/yd/y8x6GcwRrrTxDZEvV2xAXHpuvnUxTPTRglJx3XkcG5P+TjIKYh05RlcvLiDqwOOkl2fK678bYWXuEXkfDWA6oKhXssCBAsgsDVcPfBqmQi0MbpdyxJkrIyLt7kqJE5U26YHNHr2bW05+Ewv0ftu8pB28Kyus9SG5pfBoQpl3UVtGgVtEJz0ItoeOFYTvn2fuj4+axPbeZbPxpq5TvKNXIvToKVlnAXsba4qsFKOWnOAieY7950eTST2CQv29PV6DW4cJvevcl2yVsEWlcnKeJusI5EUSeSfFIegq6Mn71IUgGi7lmgxlLWfHnPB/k7f5sO+p/vVbjCBMa9EOdmUIifGGGTfKqzIYUVkfq+AiB6Iykw4TTwu1TB5oYt7IlHsrRP0dUEA8p8wRXwRoKa+QZpdI00Lu5fU1O6J6p8Wq3jbZFydyYqMHKeiFZ6oCrGYbhuV4+Jlwe+zSHm2Sb5n/XaMr6GSS9e3aNXo6moZU1V+voXlg7t4YPZM3fu7nIl73OYBQz/kLb1R5eatFBCIWxdQOLkmQMDx6O8Z8vPDQOVzgDuAcQYwgNneEVAzB/ev4xSN86FSaJR6Z5bWonEDden3HVp99bLa926hzNBQeTomycGF63iNDPlBu+CCf7cd4vlegTusIxmwWakBGMqkYQS0k1dQCwWHjlfr2vf10Ij4/I3zn4DOGyzc8fvSZo6fWZMxcIFaCwms9SFolnUIAia4hmRwxYvlgivWDcPYjTwkN1I9XMyBJ8vFsw42R20FupkcpY6qkdJZ7TPnaPzQ89p3+42FCVxmHeuOeoodvNhyrSuuYePaLZY0U5cO88e/0QwonufyMsMMOwyW/MM3Iim6ML76KmBlVUWufjNVofVR9V+Ern8W4oUI8gzZt/eAmrcMu66JA7urZ2aA/HCjFrQAwoACG8IaT5OREDYlMIzJpXL9jgDQa5Eypeko2HkYznt926/lzRu9udRTc5tHK9ED7mhbVnYu1eXte9QiksedlvrNua1q2RuVUWK4CpfsqKJZJPcVTlCadwKesGiFAUiHL00yXZhs/x0qn3+HyO8L3KbWsRiw8ejrSQoiWpta/J4aozr1/ZlxofyvgRDMXI2h/f7YzIJBx7rIeuz/dYzGN6ykMoEV0JdTFO1XQgsmnLNcYyTJx8DE1++0F9zrGgS08dIhtWlN7pU7ahOEb1QmT5ciiohdo9rZu9Sm33hVq9FZ6YlZCvfFe4Xa4W7sBCLx9k4cdkgCJEiMfZiaJ8eoe6NCyixEMqF7HOckACLsL89ymrnUjOzvtysQi5FmfRftV0Z0Hfl5tJN7yBRy34arZMnd2r73I31xzWuzUO81Q3O7WLepcPXYSgdgcORXWUBRHoA0kG/YAPLsZhDIG4FtQA5WwAwkUi8M+paApCEAqs6cy5OSU1GRgdlqWHy4TqzcrZ9+vaCwmEkwR7xcSBoDNDfnGhr8zYl3RmDgcefuGyTCU56N+fTxduwPvGz17uaADPXJ5GMVKEhcwRa3aiCEkxHUUvWqrFXvMaTo4p3ZxgU3oJS8OR888lKjVi5V+x4REC/q09fBJAOauIQJxqUhIUqhNtVEfE/E8HlqydociHI9Yg9eA4jh40N7pjv3vtWmATGqD4fztM8g1aGGHN0HkHZwT52NKp3bTMzkBJ4H4xkZu++GZqxbo6XLJqjPpGZq3TZW7Qv5qYIL3DLXlWttjwcLA93eMZaIMyke6Oyxsd+oQZ9u6jp4rKb9cF5nmN8bi1B+bpknU9YtJmxybcyDPYEyceCPH7VzcU11TS6pMO9ilvhEifh2GjmLsXDBtPOogKDHkKC5Hh6g+zCRRxCFWTvTTx5oLsJph89bqmqZkcQysCMAhQNMpSpG+IzNGOpcbJjx0d9fadr2i6rXboOSUocqKLCh/H0wzt3QzbFlnPCm2RkpAiPytoqRFzaXk3N8jk1iT45XZG1NXvOHLv5dScY9j/CAOpyUGg1YqsIR5eXt+Q2gmKGQQr+qcsfn2oSY+/gz5OL3mvHYGe1i3fa7CgudCSBqQ8BIf7xSPoGdFVbsslLrPyP14orCSj9UMPlJfpF7CBh+lxN38O4OQPBi4d51If7h5lhBJclrqpXcGCcHKhNqlwkoOrMeoUi0H5ez2PnauTNoP3UPa2zF1Xp46eOL8JiHMmQ1eWAlL5OUCNB8OhB/aqYCJpPVxrhPrYhAE6V2I14QjbegfEJHtak/n3yfy1q4kfQK0gFYY63f84v6dohRPC5Uu68xrDnf2uj3tiUhwBroxJPxPtxTegMijljVaCd6AWVVBs4AACAASURBVGVchDLeV51eo/ffPT9IixqEKss1Ql6kJVvbl0CfbsNkjymiItHID0RWzswNBzcEZ461fzzToPM7NPtOL307JFElQ0JQrYiYAwpbh0hAhh1ij6oFONycwpXqG6HyIXFqm9lIc/pO0JzhI/VwnyHlHPXmB3TrjQwWGuA4qc3flVXXlMJK8SlCIlsqXC9GaXFD1HsVKQQwj+7zSY3BcNjM+ZgMlutMrs5VDrqyGOkHIJCTfDjPd0vuzVWfrkGKscEZATMKhqinjduu05ybn+gMmE7CCBYRTe0x4DcVr7pQsZHtFEZmaZB3OSRICh4wgqGA3RyOrkhEiyqWhORJUkpYpto17a3l83bryPEnugUR5O+f7t82hqfvsO2qjHtDlHeoIvxxxRKY8w7tq/jMEyrfi7/nLNHbaz71xpDnQtzdvea9VtMa81HDjHsWQBg7AiIPDJqgKgOldkiR5j9L1eZgI3QlTlD5DSB5ruAUkvcidxI4nI5UARzEPlyQCo6uWaiFSAYSFg0gXIm0u7ilM9YaGjPniB4z/rx2k7HumXVNx2eCDsOhaEZtyt+mbJKKNpRCi1yXR8h8JFVXVUrFJWuHYeYEF3XCeLVDBbE2qlBBUsO/9pdHwVDFuBVT6ciOqllmpfrOuqfZ+y6o+8iiKhrhKxeLpCDwhqSwssH16jye3Jn7xCHIk2KAhuMZ4jWU+8ZQ7zvtpV6dOa09ffdqWnYPpYTQB3qzjUNRUjEa09cVFWGhtnONpQ9e35vT294uQ2g/8FQHA6AW8xapTCYJiC5hRMwBPFzTFmnhYBdNZixSw55IOl4sZ0ASBGBSUb0SvIqof8meen7iAH1e16/w+yX4kXbS53lmsXp2ZTWOSJS/ezIPIhGDHzslaJI6AIYhv+Ga/EUaDUUfgugMIee1vPHytcXte5pns/HKK43/qYW+rRukeJtEfe0QpUKeVXX04GOcAxiAeRfldZL7aghtJ4xp+sa76jrmosrUma/4whUV4p9AVN3YJBwW+ySZ12QICBuEZxvsSC1IYKqalCJVutdMfb/sN20mUmk8PPx728xt1+FmK9n8jAL8yF71KIeR3UABRMQLVz6t7HkEOA1y/kY7DUEe43n32EUuVSy6ukVKQMRICTefZki+3foBiXScvox03U6/ffjcEK5dZhLxh1bESKo8JWP7hPxiNmLTjACgRl3CTjUqmEk7cS+WcwAOL+Ihqf5kYpecrnFd92oHeR17eB7vY9iA4gaMyQiO3dg+TaHT1CpkCqdulUfoEpwJA1Wh5CiCdwRlXH1JCeZhOxtw4A50gMvaG8PZCoInam37lZfcrH2VgCFYNTNTjStHKMUjSA5fm1oKpIXl3ObyCXioEu1YjGPYH1DHHVSmKxeJGoOOEyz4X7hgFe6/0D0SmR7BUczy7O9HDOHrdH1tV4mkuK642O6o8Q85wMqjE/P6GIQQQ3urjpirTTOEtxPW3nXnBdXomgyhm/QQXMOA3dGBlBHvUMX5hqgIYIkiFuDmEEuOUhySBBcoqeBeSMzmYcna1LG0tg0rpxWThmr87Eeavnmnxg8uquphsfKG8NxcoxVA5mnlJue0i3EwLR3l+InJ3X2PaJ4bkPw1ac4y47ygZetSVdWPREJ7jGIYUcdKQzHk3wWU5eRP/Gck2HTWtfr4w0oqVZJgnYlxJAEGE7E3KgUE6JrBawbgoCDIqbC8MdbjkB5ZoSXUtHxb9Rs4T4s2ntXeC3+5P1fBVGIyV8nLswzcGTeqby0S5kYruuJTzQWQf7c9B23mWQ3C0PYmhciFeg5X3LJuBGC9fQepZZ8nFgaQn8sZZnKeYxnE2gsNoyrgKNoD1abeG1I58JASQfcwXixsjZwkRZOPZdQx6NfrG+7xDXGQOhjpdZVCfKZU8ir1GPpA6ze/0e+A4Ebuc3jMM7vKzcYsI5u4/kNFFFktn8iZeK9morqNVqli+1Ugqjx6XNRQDB3yWHzKYeSYGyWSJhCBHhchJwJmdrhcrQFHwa+8Zf+FpzwJ3DkZI5vD2BQmYGf75TJFViAYd1AauEcadiYnA/UOgzAP0QgwQ7iWhsV5dcYL/bTNENVpHVjfWKPiSyvIqqKsHOvhdv1RibXwWFkAk3dR7qV09CxHGr77h9xPR7VTo5dGq4pfmBytyLlCUvh5NlKxtP5q0rKBFg4vgaMgUiW9ohTrHq1IOGmAnYmD4MWyiZPHf2KV8HW0ykKwFRKqqkbtUqpeJJZzCbKhqni4xCghfq4atH6Dm/ajQ3j7pSkIuvQMjgWFmLlbnsubpTo0KFilkRLWGM0h9imaOGLXZ+sS3naY+8b09StHN9a66DeNkRaRFleuSWFxo4DGE0PWx586Ae+aEDjBN7figKUo9gZAcSoqX8dUJfGMq0aXUaOynTSREtw/rp3SgUMHVCSSdAnSOlwBhhsp5L4+fVUcIqb47h+1q6xNxXav5O6/FOKtCdHiNsWADgtfo2U/fr4rA5BzLNbOu4AEBttxkUn9fkEh0nLS2lsACqQYuVMuRvJ4dyAXa7I8gsYxXsogiFs4e+HZIls22H+MikTNU7ta89Wt3T7t+yVnEtchyHaDSH6tfkqBSQvkHjiMNesp/5BBqlH+rgoMvQB3nflcidUvyC/2B/S40dykkzyCq+JfzkSMhuMFCJSbfSBcjXgESYBfc1g8Txbvk1GfkCpfN+UG+9QZlB9hUoaxGPFljg/WEyK5tglOMviBpu3sroGNopRgVw63aS3ZezTioRxRRnsChXCNj7W7UIWpPOOf5bAQ29sTl2rT+BBVQwrYEwC0s0+lIGaR6vV5qHa7n2gWUmnCD+00pVMZdchMVe3KACgVFQZXrz8qlTPX2SA5rHl1Qb0KQaoEoYYYr44DXiJn1J3k9D2qN0363kgt7otEtoyDl48285ANIf+BIrhuWx0NLEGdiHWSbDCUk9CHh8y4pennEemn6Muc/DfbyYfn1bZnEUWTcuLihPHtUoLahLEKLL5dQSnLFZQwRwFR7ciSrQJASsvLHUIn98gJkBgJ4uyULh/HFMU7x6phoeLqWbaCEigmciFV3MWzFGpiOTXIHK9DiEOE/j9qP13AFVv8KJy9EwCrzFEN+6AZXqzTuvkRZve5zg0NdQZICeW2yscH5o1qZ+bh5V6X3KvFCkLNCkpbD+32s9gg7tgh7hC5m09n3PhE9d2ayM+1gUpEj9DQFr+qSfPfKaX9jQAquVuhnOfbmXNbIcVGaMqIJypgDGFDtBuYeG88RXUmvlB609uKqHBEoYV/VmBMXwXFFFKQnz9Ja0GWMlRjXBvp8PYguGRlG4InJEbRAU3Vp/U8rV1xRtt/fKExP6BKfUTdMYuwffRIlQgIx2hPkrdDKdm5Yqj79lNMxQfqd+YvsW7Ozd/+YMDGL24IzTRDlG+Fx/Ox2lY9QkkF0yG6oqQ2N1NqmetquBjwM9muEN5gUlDHHDquidMOaMyMNerWH6dCy7JqUDRFRcNiFOGGyxNVydQ2mBiBPVmwDqgeji68ByThvtU0cMYcnbxzxHJvc/+3+nneoMzAPmjH9cOUBJX2IkCJJPIAeA1KfKvR6OuLAcWis6hgiPq/00xs5fL9Bfq2abBC7XDT4tJ1d6qilFJH1HEDUmQ1rsYerxVV/hzg2ECcZxgZqm1QcZEeXnBYE2XGXnQmm9eBw4mETTfKUE1GrCuSwoWaCS+nqhrXfcXfGc4H52zh+aUnLeMeNemPWIJ3bQhviHp2/wSn+6CHnC/usLDnkbZToc/0Ss+ID42i/qcqcZxKyqo6RCX7PlJZuH5avYcKT9mv4JgfcPf+SDR9E+rWclLnJ3NfgnxebUlXbyRXlxak/PeQX2h3QPQN5xCg9K6vAJ/aKlFijaV8tsC7XDZHRz4Et1oCq5+JeB68imDJmN0q16GRUmKD8fvnSw03Oju101a82pj3FBFZY3w7fhWiCFyGJaMbYoMsUKd+57UAVcm4B8HHWxflk1vLVT0mVF99abxOZXg4zch0/FUpdYiXmDDwR9oj1vSh6SS3vYYIL5zEJ45FvuO3Ezq8raLGhKeQeUvVGZ6OyOjtuBNxM04F9Jw3k7lNwIvWEUNgKot9Dnvn4LE3mnXqsqbhZus0dIDKZZRVgHciLtxkos0GDDmAcHRJZYwAxJnMWKTnoPQkHR3UVo+O/UCNneFnOeA0TOYvlJoPOe0Kruclnf1UCDdqQft4FUbnX7zlhOYjzpeeY/wX/vJYGSn4ufYnFVlzNjZTdkooKfbUiThlANae6jnzmeXW5vpVsPdOx9CdJ2IrNHzFBg3nFBq/UMHRUwDIAPn6VyXRsgSbNyAZcG06GZAYr44ngPGuCnjqq0yh9urSboJG99uB2vNAN9+i/8PREZPUaZ6xufe2X66olH9X+kVKmOo/jPbwiPXa/POH1+X/xlybx1cQxJrMs2q2WdScPyc9/wBjGoR6VAfPW31VbrRTva7h5YS2agKMUu2or6j/GjWeuZaRgtNekDZ/mSq7E4QIFhOcG8y8WhO1ro99Uw8JUYvvatNfLRVmLTpN/E69Jr9SgfwD+tR7owr9QMS59/hYJaJGFcQrZXKcbNDBrW1T0NtN0Ah3p/HqmERAgFKQ4JIdrlovPD6hbqVVOKq7mjRYrxHTbmjxfogAQ3H1sTFqXycIN7DpJwvX6SgMnsfK6kNUFGL9WHuJSNiJk+jXXPfbSyhw6168QGMO65u2VVU1BVXMlUxUVwpY/PsrMf22auL+67SVBeaB7aBTTrfkJsFMtY/DaCznOc7wwFfDkVqO3KHUoqS3Ay4fpJiLqzFiKRN1IdXEIVWuELQt83UkcTEZJtDUJ1QTa5fWn9/31J1zq3FDX9ZRMLIdgryfC+Dnb+5q2rxMNYgLocSW7GHWJQUvT58fXmscgFjFIl9lfLfhUka7sACL1481QzS3753R+tFpKuZMbIK8LkfS0sMD52vMe0RnpJjxqU1kvQhBqeQY1JDsN4rK+kPBCWsUaKrsAiuismK4mhgIXh0Xk8Bn0dmptiPD1QcJEupSSiVjWqhX9gotnXJOpw+80ZV8zMkki1KDpslI43nMvV3fDYp1I0XHpHTA2V3g1FUqnaRI7WMz+vh3hmFvpt9aM3CbxuxDlW8Nx6+G1KF2A7WoaNnftI17bYK5jTuMDXomp/CozhrcvMuwGbqy20d948mSgpIfyTf8AOCYxrWoTN5IDUtfpj+Yg3c1JbGXQFrSsA9BYZLCfmdy9/Lgmjvem3d7amqrIBWyJ7XbCnXJSAZb0sJtWuC66ya/hAoKi0tll4YES22AA9mtdvYpuD9TcYniIuSzjwNeIe8yKle4s1o1HaGW2WmqmhhEujRxEmov7G2GijIFtYdSzYJ8qj1gfGd5IAzV0gzz2v30usatzlTl0ETqubMI/tWjwmupitVGKuykOAiOMxPWsxVQHeDas1xziAO6tSQE8mJphojW8OBaLZymEqSIx3gnYaimAIpU+QOOctFxGlCI7FhUIE+8dQ4whIIwBwei54WxsToGRmh5/TStHNRBY3Zv0dyLj3QKz9LV62s0tUcoKSekiGOzeFKHUaYMyZXDSag7nvNgDWc0zUSITWrJ59qhE5PUrFiYQh3JlUJ1cnGqrszMQ9oPkeStS/7rKYWx2HowVUuArslGCGcYakeLJ6R/L8BLRIKeyWDF3nBxL82BMQszc3VDlSLd2xmguLmQgsIuIwno6uVjYGj112jtIoqItjzRdJjOYdb2NP13/v6BCqV0QsUBEEged5w3bt69NXQwD+6fNCayhwdSut9r9g9Yi1u2DZwdm5MAW0joaI2ayMLmtryeDUPZzYdlzLf1BlKM0P4qjZdSkSIxlQFH+il5h82hn26AwhjkVekXjxaSzM27KapV9oegMAX1Z3kgxwBFznOhivjlLB0YG6V6rhQBfR1mkRKW4iHbMrhwyU0qhf7a8aqqdl+jkjUbKD4sUd62xtWZhA4HkZLc5mRPkpvhkBCFA25cHysfhTkHUzBOEZGpn6CSz8F6rKLLUjcMkTCnf9jO6eqJ0hoencpWNBXk4Ib+7HtcRZtDdGfJlwcBkygtm7T1tkZPvKZRE55ZVEQcHB80MKN5JyeocaM4pXgCClQm4z4tXrijeq2epj232mr8kGSViAhVdd9IpVvj0mVPpK95/T/SSly/jFEhCqXaxofp2xYV1W9wP/VuV0q1IyLk52AM+RikRYrGzzqp2Yj/oRwzQISx6xAWunQPe+Ekb/IxJkPoZk3yCP7cnmaqERFF4VQaRjMc3a69xo/NgxUnvtfe5F3I9wb4aKEWibQaAJYYfJ6UnCzyjgCXiRRjFPvhKQoxmbEUhAXglfQgAGdSL5whIGfvWpxTBYBUUhHfGkrHVdqzJxuNrT+kZReeUw+ylDhRJszExBIAFupTesx8nYab/9M2C1pIbvRcATHb2W1kMMTcEhV7gKpWOqf7ZrE+0cwzNEu4nkXrcg6VGc2j7RLskiYvMcrXEvswdR8dAYPJwSJx1a8dYOuOod7zQ1C8f49Xz2Zry4RgtfEPlB95RQWNp8mkUZiKOmvC7wTZqk1EpYG7HmO1p+w5oS4Thqp9hToqzqK5+uECRHoEeePnp17AHReoPbEDK8ou/ypZJR0DzmlPikhY4j41m/ZE81iMUwzG8AIjCT7VDKHk0M7POv9tquqRTOjoVAtbYBJG1wu1/pVILGMbvvK5ugy6qOYNt6lKqcVKjz+rik0hRmyXHPDnv8Mf2rCkgqqFx1JemUJfCQpkK5T6fR/oR4jLqJPjf1qptr3aafZ8cqBaRmls0TCNguizkRqBgKOgqQMhUu3DpmuRdgGKdsWLx9zNdjj2RNX9HMtr+PjnOsoEvqO/H5nETgZiOC3MXvd4b2qS85qhaSM9YcZsFXNQC/oUVqYvGyWQ8uHiUkxRoRM0DTHwOQmb19fbV05mQ0bV6s0OFyRbukPELhjFftR1p2bNh4D2KK7EQoXEjFVI+GS0gJ6UuhpAVEMdIkrNuY6umcRDypAFUUal0AKaVG6u7PoV8fZgnxBtdqaOwsUhS4Nb7H5727/7xjyXdquxDUpcRpLNtBCx2RLHy288uxp+jir+usMfvD1kFo224iy2SW82aKhwgNgEtRh+wzioTiS9yS98OBsgzJJP9LzPgYLA2uOZWtc/TA18AhTwpfE2EZMwxIw9YYqArKwQi66n1YeHkUdY5v6G+754eEnHv92m8uHLyG2ZpYSSLRUTz45/oZF4NQgOEiDM2djAAMLUYkejZ4chVWIUG15JNSqNhIj3aNHexxaw5c7LzO2dZojgxOVb2r65oZZXTFWcVTnZulE/7LJbxZvkBNaMaJ284Sa73F1WVvX7KlN3CaBYrOiYR6o1B6OQv+ct8XM6vP9it7YsS1FNkg1dXFLZzieZgvyFmnKChYV4DYPaBvVO5PMGIHJWa/Ts1gTQ0ln3Z6doCmpNOfcoJTEXT/tYbCXqr02wEHXL0dgiMAcnpGhabB9N23BMByHlS/SJmWVhBPmYOt982PZtHazykRFwYwCLkWzygqrW2KfjsMf/dm3+3kyQjR0wqe+YSF4V9RcEw5w9KpGA14cU8GfKhqGU6oleXvWVkpu+VHrNM6zbaCX4tVGoJzXRHtgMZgMDpIsTEsGR/ap82LcqEtvLK7d2wsktDXU6nW1FD1rSTPLf/7+9NxkA5QdRcpr0K1KiL6DIJu7RVpGxP2oPKvE/aYZxLvqNYqKBuIrLAbLwH7E5TTJiD4UmTFJ8hb1KqXUFz+f5j4PCENrp27M0r3+46voFyOML7AgLIMhzAhQ2FlAYzxN6qMsRlWoBgVzI4XAGEIbT5XBvRNhK8ltaUU/b/bHKttyuQuVKKcQzGJXJbGhgDtQJs7EBoLBDgpjNDOxRPTxJNQl3jFLZiMpqXnGWpk+7oPNQTl6/3OJtLsufD/dq5MQolTdpGMQ7HF06yjfwiirPyOHq5tyLp1/qm9Yv1PRbXMQX7unnYWuVGXVTpYdQVwGief6WcRtX7/b9gzShR7RqeWMLOaWSrl1OR9fm+JemYbCe5ByksSWSbex9BFG+dkgPrwzXoqkV1SCbHKnIKJgAKqM5AIMBhKMz0pLDGelYPTpFOwbU1/mdUyHqM29TWvI6NGB9gjqVN/E3L+9pKynsKRQnuRLBdoG7e7FNUdmGd3TADOYfNNNt9T538EC1wtBGbfLBU0TALjRgtjqAceOQ+P4C3p+F7GKC6lP7R6n+BArG+v+mUmWWKiqwI2oWrl5/0sstbl5sDw8i6FTVuVBd52p5NUmMRZQc1QUv1iZtXHVdt279lbrzueEuPUbRUs27xFrW5IKiIapONzYsO6+nRj/6B808o4loH9V43pFlce2GHwIUUwDFECVkXVVbtJ1201mPzmybafo13MUAIe8+L3SMsr4MdUnxV/B/TOTaxCVM4p+REiQOGs+TZbuaQqR6UGvdnUQNRL25/g6dmWxLGOlbUX70Z6Lcu0Aqnonlh3apfpd0AmKkeOOatLHLwBAvjv0Rh1EXxa50Jv0h0qJi2RrjG0+XK+kksa6pKp/STCN7z9PhXy6+3TrTjNsUuC7AXx9fEMPesQS5XH2ppHqqHkferQ/ZD+WPW2+5AAScpmDoF1XqIfUCbMsu45qF8x95ckm/rq+gLhlxSmDnD2vysRoX78/kcnSZHagbq5hH3lrl9vbBy6mbt9VszjIVz0pSgGckiWwGGKhPgMGRJEAnR6Lo2Fp2VCiGfhGj6s6RGl4qQ/uGddCF9St08xIbRJOVvJ6Q+Cb0qwvMxbSzN35Qv/IUHiElXACFM3XnoQHjNRuXtAHQP2nbfofoKpwnSlwXYxhV2Lc1qdzdFEYQtvv3f6WdbEQ0znlKagTHCI7JTH7Yr69VquN5lW7wSClFfyOLdwQbJlTF3YkKBjBMuakx2l3ZkM2NIjFP1KsQDPd0MieaZS3S8N4ntHnbK9178vERw6c0Ft0nufp5+Xixjy3VdcYg9vAepOlj/ulMUU3PAe4RVJjWvaHA5D1Um66VNynrfkFszExx0u+MYzVE2x3NwQIKMywDDNNevjmuc7vKa3wpP6VZEgNNKoepvzagyN3kzGTWoj5Z27AFpc1m1R1OvQFQfJ3ThaWv83R4yRx8ZyZ4mgeQN5WTFxqpRmSg7L82nqkqcnCsw25tbeQVWZmszGT5eJviG4xIJIWjPcCgVtuWHCFHJIgPxU2pbqnqWukbbZg8R1t3T9TK8Qmqh83iYkMxEf56Z6dJSiiLRIAjvd9+gOPNZ+eDDYu/UzOCk5WaYYhj4K5FvK05iCG+arJGt02g0i1JvsRa7Jlj2Vq7LeWmpi/jiDCZq2d4xT7+pEPAzHU9rLhbHwpmgkJQcQwojPuUFBqXaPn5xCrII5lCImIfLpTdonY4oqYFFYxTYRL7aqdWVHb5VmpQq5da1V6rMcOvavOe+5o0PltlTR02AUXjEXO1L6LmFfbpyXMzur/fGL56rqW4JmoF610WSUEGqze6ddgapVR5rfX54kRmLkYImeWEJ+g8xy8cA1mzKfxhMtpA/U73FJ46AoMcj5PFpWtcsfTpQUyADFdT5ulipJE729q4VSFtvrEyQkaqa83NmjfpmnbvQ3oAONPuQ0jzuVlzgJ5WRQrwXUJcgVQRz9pI3iW6ejznvL/7/x36nbafMX77RklVrso3eg3BvanyxA4rXuSSbp3K6WkX+utxgPgWFObrew/P6dfdFTQqw1dJXxGkwweftyFBzi4dRn0ym5wZe8Ds5YS+bb9WKRVIAjyYI27NYpt2Fxa+5QBliqzeNd6/Bhn7EYe/3DyqE0tTVYXqOVv2YbJl92oP/9WKq3VPcVX2KySpNztDlJevL3XQXiTgkabtisrhTNq3AxmutqhYxkC3ZRd03y/9VcQtUBnkafnYERchfmBnRzGO0zYN4IF/rBnaOXDwD43tcVLZnR6r1li8UuhCMAltJdNwwrJGal0+RsU9UcWo1gu0z1LDdr9rNdwyb25GOu24j5s174uP3YjvXnHFpr0tVDfdX0HGtsAV64M3LjisrcLThikmvS6bA2QQCyGAZnRwNyQv3N8endyZ2IMPr6Fw2Rj/ciqeUkflijVQRnCK/F1MUNGodnGK9K2tTdsY3D9s5zk/q+9zdsPoho/ecHOT1t2MbWs2KKs5iZy5BPqpbs+zkEce/cUIjUpZsTMbimF4u7rhzjXRY6/OpAwNpn6iL8+zn7wJnJmdAV1RtZwNUPBo+bg1VBQxjJJRM9S93lYtm/6bWvW6oDKdbqtQmfkK8J+HhBjBNTV5Ho01rAWU+w/aUxC97IL0zRIycHvgloVZ+kZjUwSvk3fEjxrSB8Jk7OZR/mF0f1qBQ3D4c0zwjxe3dOhUbQ2u6K2i7AtrZwCRt/sf9oQFFEZaAAprk5INKEzgzr7gYmW1ICWaBTpEhyZz9AKiyNzkGmrGz4iKB+YD7e695xozq5VaVvSjlsDsGsheULZdAMFLVZmHasO5E394qEYd9ioubpq8WERXk4PjQVDJA3WBonxnZ7PLd456ZcBpZYUnjNR1W2wSW0BjdgDxcB2n+j3uaT5S4TZaD3P+oJldrA1Rm5yjyXDFvZzx4/HT/A5DlvqWisRjxJbzBCBblx+mK1RwmW117uXOw3R2nn4v8zlHqfqge8sX9x/9oiUTY1WNMlFfApsOrF2l0t3UfMJr1R9HkHD2RVVvtgCDvxcu0Wrk3mQw58Ls7AdDwEA1O2C48d4cnoDAl9yrvCi7kwsBRftwJceN0VIY0j9tyxFzUZm/ICWqcE+Cd6YaLrANBuhxy/b/n5uXuZfBDLv0W2Iq5vN9aKtF843YJxUh9rLYJq3kF7Jaoez+F1v+jELTOeJ2KChoIUmGPalwqwOhk+GKDWPcvG5k0vqS5hPmWovtcOqqWInmigoyAKMvcp2cSQ+P8uigA5shGzh8dgAAIABJREFU2H/QrjHPSVuxJUYx3zIP2PTvCGrTWsC6XFklrut3nr+l5T1bXgs0a3ZWo6Yc1pDJNdW3oY8qOpASbkpNbcxuf3l7Ohn1CWCYTc4MKND1rYlD2NiRM2Pzo8q1yUkLMcbnPlSRnRy5oMu9Y97LGe1bnqqSjmFsdmauZ/8j25mkK+MFOfmX8XUHVrwKG6T5wN+VVJJNt/xG4t1oSTieSCvGr4u70dHDIQoKiPBcWXPYIEFMlNgAwxGp4uleQcVLs/vcwH2av+qp9p/JEf/vM8D7gOM77IlTDPHS3lnqXT9eVUIScZlS2wEhZyT+qJ/44x7OM6pD3tqZGRmwH9v3TFeO//WtISZOlancO3yrv6a181YJxmRnCpy+Dle75jssm82hTVrW6BLPeAZiKKPBBvlFw1GD2ew3tLwCgkpgxBJNdi8EyDGoAYWT5WA/XIKIzsROTKVdVFB9tR+2QwfPP7QQKt3+1wb9quNS1JJwDE3jisWe8KDOIZD0j9TKD7Q3n+r0uc5MDhpmj2VNFv/6UiVSZskfSeDiVQmir6+UMgfUfQsxArilYQIpHShNrcpWOIUuEkWfQxypK/ZMJyRBNs+1GiApT5CwNEHEDHYloQ6e15zaieKkvlO2UHukfkS9+SfNqH1jL7C/bmvjxTqN+3UOBja7KPrN05IxHwdYAVPDHOcfq1JxPuy1GiiXr0jjsM6/p5N5n7OnU87Of8bYNtFss9tEBgG3HxRfB90SCZ5HcIZE3ufOxluwYecw9asfRKpINBueEcizqQTxnlCtyTnqC5e90wxxHYISv/3uJbtSX1FU+jqyHzuTl1RMwd6R6Obh2BwGGLhzjd1hpIV5RY2y570n44xmw62syCZqgAdryOijWr7nlQ6xsPmX4wpUcpZ73X3ZUzMbhSnOjjJPNkt2x7tWvdkF9TlGmgvXPHpndDkfTp58o9HTkRrMzzSjfyPwLJ6xU3sbaWDRAMXiYTMZAMUjqurbXbcFPj9oR+l/6IKXyu5xURm1f1FSGars0horNLwYOyom4/6EGeSBAilhQOGMumUCi7FeKapVpJZGdxmtFUt369CJxzqHtDaZxB9rF/i+TPc7AIIILnlOJlnPbGHjFbJCbXt87IqPf2eUNhNfWcn6tZl5XUnx7B4IuNxJCvXwbqHyDU++rfW/wT1nwjWbI72L9gUcFe+y08dGEk6PEsdaAuPrDThIGrTsW2tSTQwg2CsKLcGV1BNPNlUrHF9X2Q1maMaE8zLlpoY+PtcMDZqdFtvBAEoDyJAiV7El5uBQ6K9iiRt06+THr2bjAvaCpcrO4ctA2bGT+F8qE7t1sI2N2Q4zZ0+n/ImARlKQ+gwo7ArOJROT8kOojLX5ZDuy5Zk69Kun8hmBCjT5UXYY2dbdFRr9Uq0Rb78wgzxQfawT46Q4cJ4KtxkPNHjucTUd2E9BPkgcIuLGlWtjb2onjP8/EuM1mi33yU+yZ4wOJPPZQ1SOqVQRllZWdCs1qTZZY8ed0jEkRF47/upPzVtZWu3iIhUAYG3Nbn3WLTV+RQ6ADLHDFHUXZDzmA8/4LfB/4w8XjIjIbWYez14e1Zu9RTXEL4KirQSKtUJVpvgEyxb/RqJ+qhngGdVm2ikM2c3XlFV3HSnOjdl9D/sqT1q4YstxGLenC0RkUjA8yH0Kc0lV6eAi/FxAA/XpOImf7DrMhtUvdZlnk5+AfqL/+LJ7AEVZVDXsCbi6d3A7kgWJSG/61Mg+/N6sxxrWovlm7JN6GxQZUBuDvT6enT7yjZ2o+JRj2m906nzNLPkCGEDzqa9VZdgbZY4kbpD5TIEpR+Qb0I2aC6SWpyk5Jf6SCwqzo6LxYLmRcuLjmIYaVVtVkxerW6tLmr/olX7DzPgYwzJzns/fTCpNQq1XCkg7x9h+wp4Zq87Zp/96gPnGZ94WsBQRGclgaiQsAMgBgvntCQsorMyr2dfJGN0GGEZSmIi2AQbE89VYfnCDB3ghRz15r3+9gdj/5Ni2a6vatqA0MoLtaVCdrNhw2KHgfPYrxRCCtZ6Fyj4Hqvz93uPD5IfTVakS+0/hCTMSwoDCEdeue0BZMiNJ74YYAzG+Xe2phXAgP8ixMB4eiv357GEfp3DSyqulttW8cdN1dC8ZoJsm87sZ4SruYX6UhsRGvGs1qi/XrnzchGmQLp4TvTcE8ed9kJAPDPnH+OrJFP3Y0hd1FLBSwOTPHlXjB2x6q1YaUH2uQTeW9VgHpys77CBR5cJyN9KBjc5MwM4VovGAaHxQKX1I8zbE5OaDsQyh+5L6He+VqlKhxVQ9qa061V6qCaP4PbcdzyzAHrYG1SlqmHw8+WUik4pBGoan30Q1rvtIDz/Hmd4bsCG6cahapXo/VWLyYPljPJvta5yoeUiP+k6jSOs2Ov3H2iW4HFMj0TQnR6l+Hyk1czvxg76MpSolrICASk8DDrNxmmV7HEsGL3aGKYByr8Ueve3QciapctEN6tn1ohYvf6Pzf/51t73QVfOx5he5XiosnV87Cl7B+uA6dhmpNVMxEj/RCnh4w1Wpk3C2w0VqFSRbDsuuf9gTOVIiDxwmXmGAYUBhAngGGBi2Xw5kYy8WBzXHEMrH2l1W79zDxZrUmk0RSC838Qlrawpf/M6qB263/FzsY9e//92Lq0cgsKKqmWA2ZUOVg/gdbIspjC3Z06tcU5Ga/ZVZJ0MNKyerXATb4ARSTUeNRAK/3Rf8tdkBI1FWgMiOX1vyxXmQ4RHGLxWFKY08Jn8HXMC4gu0LllaH1jkLZ+jePEDzyRCzUb3YlEd3TrzU77j6Pmyv9eR6by0sHUA1YZy+goFUCautG1fvW67/8PwPv8nPINZc2KnUYoUwsvmVI9QIF1NgE1BNgezsEBRZScGRNfFokacUSF1AAGnVgRjtgZkY7kXk556qEDJco1yzVTqotfo0Wa5KTWdhs6C7mzgHmbHOZBUnho3Uoc0fjuNz3xjp3YVr4itdVHBAK2wTItx+deVADUvvqnNZpHehb9bxsVnI94CHP0ZXIIJhP7FHbdZvAKMLksEUEpk4B545l7LyciVGQQWfBzlZrib3CgeBqw8eKZ/6fM+Wnq6tFe83RtVK7tKwAQ+1dctTjd4IQ8l+jKdvCekbU8hvGoGzJlst0gfq6Q1E3CdagcDo+uS6pLP5cSjg8ONgwwI7frvOIh1ygYEUyXPN5k/1sCKRz6Zge/JGWBw8IEbH/Fi7dvc2xm5tgk4hCqdEtCCeKwebXkooQbBkX47fO++6d5cx79t3X69t6KcqPv7ywvtkXLRWeMOcbPqqYQ8yJAHn1lNsOnDiErUSB3Rg63cav3CQpg0rr42jEzWnVpj6UL6ZhZ4fYDZRg2ALmsg6Or+xTeyIJ9iz0ZodnrX4qO2auw1Xci5Xe3cU2A883MtYzB+O+ZmeHq6m4b4h/IoTZa5Iif6Vx1n2jzKqk2Fm5pG84sK8CsL3+877/JJ7r/8Rf3oiNpIzu/654ynCWxQYPUORmUcVUWIJm0XMVUjCRNIVOpFi3VUhEdkKDmFb/OASRJuL4l0i8wCj3RVQufFLTsGeheTrYQBGnMmVH7HB/ZuetUbYyv+ombE3X8n+sSmXiWib5LqapGFkU9rZV9178yDeawboa1jPddNe6ykxofe54W+I4gaoQyElDmE79kA1rEDVXHmKleqz19dYsrDJZwudQXS7DypfU2wQfibAuzHAqIeEokDNswYqVjYAGahEnyEqXX6FotPGsEW/SfqrhyHPuU411LbhtPdx+c5IC2QPvaKqHXYos9p4fryiFvu+RrIzdzBFOrkSwwKOnDJUA4ycjQqMtDD5TyaFvAhcerdqIKbyPMi5NqflRoZg2DtCe1amqhqbB5hfJipoy+8nOKwhq1bajJ7wacy+M9a3H7au6aYk72CMaeN1MoQdw3jXaP6mt6e88+YQXGgpvqMtOF5/etFNS7YVUd/24eqdGqJKDtRwIx3MNjj2pGKYbXAcHEnDAByuVKQVTm2qttk/aPtRo7T992YkyKk/x2tpd35tFWlkherk9XWqZk81Tl8kJpO9wsM3c37O61OzQJ9pN288VbsW2fykGkVPruyYQkp8YFh3FapzU9VwY1fp81BpdW4rucETxZY8pYjkXwDIXIXFsrdSdA2FhJRTkH8ppHIaujpeLFNl58xv/lnypkzuFLYJpamR4avVdeJz/QLITzPVy5/icPnGSuaMynR9TFXfZNS3+hBnY+oVOis+YZt+2pzvxNy3xqW9GBtjzAzKE9bxZT4QPoXBLGCJSvUwW9xcIVFvjpw8qel2raZvBqxQ110vNGrRY3Ua8Icql2f7o6id2Fkz2eXcZM524WgGKBtzABDvGvysWWXWqxrjol6C9BXz60tmmx1nh9Lq1OyHDweX+415HAUMnk3k+Zdb6PYHHqr3pIHKyGT3b1QqGyLIBS1lpyaazbY3qBom7cKWXT6MbWEkhcmYNVs6+nq2Unb2Wk2dfVNrTuDiZMLG+DFccf+L6do4I1D17Ikr4PsvaJWp4KALmoR0yWtmfUzBUP7M0Ly/5X+99/yyRg6iljiIKkDiFcbbZGeVzsbJR7SIh2lE+vvN9G1Mg00cSFQNO3RZ/fbxu9knyqpn53AVM2kYph8AYUBhUk4MMMxnRySJN2POCKuob9uxTeUGenlm+P2n27nrDdQ91V++VmxOgH2SxA53fY+90HEuuckAHwPSv9tO7d6l8qn8lgf6tQu/Xurm3Y5yS3YYRDs5TydMRcNm3VTzuSTwrefXiJbj+mz7WrGVzxFhXqXIhCGKjqTqjV08Av0KydvDAANQuJoakRxQGEPd3b2yYv17qmLpxapffS+/Wf7S4vnLR7cfDHnObxiwDZ4qPHYK8Qk4MT+c4k1hV5P6f+jRRx6EkRR/8owffIQL/sF3/dZKiVWOs+X/AOyGbIi4jlKD2msBv5v9E9eZ2nxja63F5T+Aedbr8FjJZVDdYvil19CZxB/GoSL1RLXiZ7os9g0xEy9KYY0N4mlsEQx4tyxVKdRdh+dv021cdEdgAoZG6f6txC/A+3faKzbjnzKxCL+sGSDnr/itadIrTFzCDi9OQECsQr3D4KyhcGbcoewRZWckhp0Bib/syZMKZIe/zJh2alFvqSbPuq61xyDWFaAzy1+JX0eyYwaE/FVnVWr7yrJDhKEP5ipjdzwGRa/N6D7Tzl6crEalGINLBEa0MfZD+Bmtruqx4PV/zTA19zGuwa1wwclwg9qHLql8v7IQA6qjkRQYxTnAIEhIRqsH2994sDeuvQM2CHaLc0F+N5t8pX4ZFXVwRB+9ObRR9y7t1dyx9y1bxJths8e37h0tqVkR2GnUWNhZR6h4xly1/5m4Ra6wMeMwqtN/aw84cc7cforil5E8sAtc3Pj1T5+RCin6WKsgyLx2/9kbLVt0QWs2PNIxvlzAWvY9TcBqAUZm5ydKqn5E8bh4I+Kq8kOJqZbAoEViWMCRY7gbYBjbwp06CC/XetRSjFHlrFPq1+uCxvU8rI2zn77d9dvc9zLPqtV0Kbz0IeiiK8U55E/51yfOMpIffDfk/88aNrGyUa2iK7FTYOBU1CGS/9zrqmHWUt2FB8GzdRtpcpG57QJwhkxusz5LThFzmUAcAnCGljgv37h1GNSjyJIYhMqESmci9QYMGOnm1d2nAk6KMop1KqfqCV3Voe53mr/4Evtx/eUo+gAUxoy8tKuSssOJWXxpiJh4REFSAaJ+0f/P2VvHZ1m3///+/fvc9y217u4eAzbGRowY3SDd3d0gIKCI0iGhhDTSXYqCQYkoDYIiKEpI116/53Ftk4Gjvu/H49yuXTuv8zrjfRzvI17H66g6aLUadx6iKlWsAQlOqW8MCFCSaDjdbkaixlbYHPWCwXw2RGFFSqkMBUc14sIVx+Qw/FJhhMLHfaMDXrGAizIN7pADJskzfhn/eXY81DeLWirDG5StGw47WtipMBDtEps01w70GoNFUf13om1m9lad6mFKxI9wowDIeFi9AecFwsuUkhKjNqXiVR1BiANs6OcBRskzDZOxlCIKl1RLYuhDStZQufBx6jzqO/2V9YuuXRygCe0DVBW4uCURg1lFR4476mide8KWTsZ9Hu4ZUwDZfz7359e//KkuPaorDkSsl7fVUWMC+M4j/k92/ZlP3bh6T3tm3dT175k1DNPw5sAeZn5aWLLnLsB1TWjjFl6K3JDF/skSO3BKhDsRCONSspCnkY1Z9thwRj5+/Umg9VIE9nvJ6I/Uo8dpLZj4u96ZQXXkYpzYsQhFxhoEgupLstMBoe2g61yp9Wv54tcce9m/0kzKTkvdxSdZhAnUle/uqZmjnn6wZ5gsJ7imvMPMdcMt9VqPcAxilXzrd0VV/Iq8C1T9Dni7FTqZULBiBCEUQbXkAQ7Ly68BMJOm0P30VKOM+VoI4dTZL6/kwT4xKS8SXvn24Sp9tzRRbdxgEC9spZY1mPTHYI7GfuRGDMQGGLjpCCTAUB++1UBJicUgCoZRwjeKars4eWFauYBNMmRtYQvnkgx0KcR7DnhIdijXw3mVStRBmxGu41peeWTpHCdeGdMO3wTTydoRO/2vgRp3vZNvQiy/A9tkMSG034dQAOvPNNAHtcLp4YeAsVpEeJZXO3iCqr31kSoPHqTOqwFHvp2gxY3i1S2uuDLBQyUStbEYemFyA26EgX0NqUpos1/dappZt5iqhifiIJoZFkMddnst4549ZYZwAneRiBcJxYObD7V0w2LVrVqMDk/mEDORfelpQR32J8+ZdMbfenr/PR07/EDXCB3nHaf5o+aoAzirZRxOti+miV9YN5JZOMah44hUvUPApT4cWVDh2ATCnLI+dt7BTYgo4cDiRIdALBHmP0JJ6ZtVu/dh1cAXjS36Kf9rjyDVUWxAP80fQXgJoX/dMQ8JTu1JQVH8MZzosXx3J0XRy279xmckIM+BmbIO0yf36+ySJ28H5v4uNJxtf1ZgzAiE21gFIbEAeuLBNVmvDV96AfoGU9pKN1Xf0DZcY3MUADAXz85KDRmQRyg44NXfTurj2TXUpzo9HYoUpbwSm9gZGhD/a0pvjzAcBF/Pfl+xYX3o6OnLWvTpZ5r/yViNGt1Qb1Uoiv0cozhAemFMCDdHQZKRHJhjno2Zsp7YLs6ZpPenq3rPvZq85q6OsHTZRH3Z2H94hrpnxlPBF0fdBAlAE8JCb2vkopd98sn/TcPaBDHtAnhDJ1YX1QCiUX6EiV1RBOUTx2rRfpzBY0RCZsECsvMifTXW6KsbH+rg/o46+nEtDa5aVsVYJUKAHgSzBaBpfXwzIY4jhAhVjLcfphb98Dx8iLYxkaauvucAHDq+8hV//EURxcBxjaEnxachv+IB45+nRws1aXhKf7/gZpmgnf0tSwd2P9bfeVyfH3hdrfECxceWx/6HDse3If3r1iuh3s+Ka35PUY3vUdx/gDDvfLhee5OZbgsuimQcK4BR3TsgGA47nfxARCsc3c4qVrQ/bQmGMumw4b0qUDPRWhtO5yyHr3idtts1ts5MqsR6oHajjjJhKSgK7kn57yb9gBn47LjFRd7PuQcmECf5SksZ2TjHdY5cg1A0/w3g30yc/6443Q2Z7HVVMhKq/xCIz+J2KDBxHzD5JYS2MbVCYFfHH/KGuNkToXnafHpMe6S+KUrGbHIqQoLNGq84LVZYClyfR54fcrWTuZH1m1b8uEOj3p+gXv2rKyMZbZ4jFAYPcVTZGYDPQqhoeGd8gQCELsmrlWqUm6Ops05o+5cs9ywd+d9WHPgpNZTqEwUy15z7JFhFiql00Z1azCS2m2Oa41UGJmmOQ75UR96OUD3MHOvYGs7Ea9zkiPojZLN+ouSUBzKPk9nC/qYIbjpE95SWrRyulg2aql/rOprQuKyqxiIggSTBSJpZkY238c3SOdUnAOHAT8kIb6KPp8zQxm+O6OuDf2cXDeWc6B0ecH5z/Nf7N9V3XEMlR3AciM6sDjvQ7229N+fVrvLS5Yf66qu7uoT6RHdr2JK7Kpo4FDiFUeFjRtAkPjjoM7VfTZ0Ls/IDdqqBxis6FGxS7b8UnXaKbkQrse8HkPlu4KDStM5DRpJsIVCfsNZMIvpKGOrVojpEteKhjBn6/lkdwnM1aspXHVvRVBUmWjchwTj+OZocwGDQOL03CC84n2H3K3eVtZbAM3bRteob3uPW3HhAmHgSK07GUSb/NJz/YUDz26oJkJnP1m/Tu8uvqjcrbY0JFBs1uq+I9EuUK+wk2gXMBAEyrts3bnKg22w2Lt36RGs+LKpq2OoF6QFdxKUuzuIJVRyEzZazT/ae+f80Z8g6el68cVTzhpRTLP6FTX5rC2xRKqvDdsW0cimE2YPTWgi4RyH8EDfYy0OLlFN6WGfVyQCUN/SsVm4D1sHNshUpe9zQ7rnUIlsHJRJ2RfApXP/XRL1H/e3IjzxkJ9vsNLkv/9w0Xj5n3NeDa6N1pHWMyhQE/OdZgkaFndV3/ANNQwGsQzh3snKbefcDmzmCueP3h/e09QKsfveOa8mFyWpVL4MOTGUdgmGQBB/DKQVS38Hm5WeZ9kTFcL0ZtAWrkthW3aos0L415xznug2z4bNTRFU48by3+OcfN6lVLRpFksX28KKSzTRxycWav/tVrs3OlN4MD+442imM+1ZKq3GIdmKtEAgSYMAxQqJaYT4t0YgluVcFuI+XH/P8epzB1OL+Fx8G+0XVXyDDm0uYvg81IM0QDmsu3wChQhgCmyH4tVECVlhU3sEGUgyIeGWEqjWh2glTH2g3yc0beS/sydc5XpmzPGAXWKjq58B4zUMg6LEd0lkxUXO1dd0LPphzHDNDtxKSWvgdii5n95ZDJP+E/bTCfg/TCMAhuYvMyvO0G8G3uUFtk1i8NWor5a6DKLetc0eRRb+CLfBTOgVDsGxFM7mx8ttX+mpKjRgVKwgzhQu4oSL9AKU90kBuKvfoORo85+ye+XX93Hi1SAknS072Oyd06+QKGzj13i0Tw9XeP05JTG5vkmYG/S5UJBEfJAboRyxMHxVZ7oarSe0NGvP+GW0AdHfh7hkd+iZdDYNpUVwokf1jYCOcrAV7uRncmLzjIX/kvvXsbbW/7cYgcvptfYKGB9Oul0SdFexUKLlAY8i3QByoBWg77plDGHjpyGbbp3KHubPMT8CCj9Vk4DaVqlJTMWGYJZhS3kC9vfyTMakgaqDSzocqO8NgOfr3gYNyhw8rCaDie007a8OqeVp65JS+4qSfrJAPtXhoO5UMSaAS0dgJIU72qKOOTY/L6qpffWRp+ZZzqtfuCJ16+uAQ07saE8gPIGBozBRVbHxDB59onX8Oy+Ki79m2c7PGHpaazaEj0YAbNHs8Ts+QWZi+2OW2YpBINAfWuKJ8DIpB+NM7qKejAUtM8YUqlrpCGVWuECy4pSUI34+nuY/2cHLGPR7SEkLK1fvBE5sKxCNsODY+CbaI7mqauePfXZNyP/jM7/McZyca2focHvwhS9VoMOMd3BeHGl8B6prQkB7q2PmQLmIzIw/Ka+GdYpX8hFWmAytHjd63lVzrfB7zKeuC/vy4thqR6S3ilE7SKYOk3BokmAKNr4E3c4MsmvGq465m65M+4YooGO8IwxYBUuFSpKPq9hmvn85218npJdW1UrxiA2MU7xmtCtQGhCIYLghIEQMMFgGDBNQ6jGq0stEN1bFmRXWpEKkysIa7WJSrQKpKlPtJc7gZRzmpXCF42fmZUDieS9YCXZ4UruZknJ3ho/KnOKYmVKGfsizMO041HubT4r+Z+Nzok2iV51kDlo+ZDsNgwyGtsKlLKhAzx7hagzGhSsYmqF5arOpFxaoKPlAC/LHuCIeLFwoHQfGAyLkM2fgOJTI0onUXTRqxWju/vKA9uzeraXnOidXLiySbJx2Movz6aOasPDPqZRfK/01+Zn9xUSXLT6QWGfBfEPUZTGB/IksGjOs35BUOwi6Y6drDjZtHfqD+/MeYOe+gfRF+/CgjTrO+dX7Y7X74H3443cZFHBw3mB4TFBjFzcEEW6q48F2qkLxWw9vt1xcbwShdzk5oIyuqMCSLpilrWCX6I7RtgbFP0vBhRH1scMkP7AReMHChHArFcHaLNpM7Sd8h3zATCmDssI+kp87VDzlRuecdxr5tIxNp+lKSd092WqA13WgZBQdrEffKoERrE6v/XPHpUnts7KmoSzMjXnVkPX5P24ZFKwO737A/RQpDlpZ4WaPOZUcMDp/doZYdwNwXLaMqHUtRWEQVXQQrCUwfPvgdrphaJkjWaalIoRAq7ULlBsWOi9WHkxdxKUIUJfiymq83d/nFwwTGtqdHd+1vGK6UAjSdRBOnhNPhqPFtDUMBfIhAjN1mdD3ZTIbbeYBnUTHZzvnTR7G/rmJkzVhSWZWpwwiAUc8TsGOtMp00cvV2LTo2UV/trq89S8po6FvxquJGXwySep6Eea1hYxFWAicE0wfISQQKKT2komoWT1d8MKYX/3dHKLwBXtZqtESvmFT/5wRtEeiJMxSb9kV2EVMwjReDwU3B4xQY+ZnGzvln11d+MQXtULrpTAUj/N4Iv9FsBlAoFBo3kIk9nOq6zvgtcG5F9UfwBsP4OJQI1wgiXES6aNoYjimTHD6F2oudGvXeFShs7qnMW1eoAJyGUDVxlLOms8+yhdccWj2Lm/7TOqyBlwiGXYDBTmavBHWbsUd+0PH40FjSO6CXEtKP6NuL/75EU5D5DYdQPHx0VWfOdNLsRqmKK1gT+7opjh3tXqOvqsdylhtO7ASz6uf8jpDPe48fX4Hfta6mVCmGkFXgwVfDLFquij2ZbBznJJ+5dfWKJnT9GFvvoDLHnlHZAaOUWjGNvm8J9FojqgTdjbsr2CFaAbiwWZKuiOO3lcNa5R/12y5tVbrWci3fdkm38D/yDrtgWyrzG7dv7tO5xWkaHQJRAsEED9dyGtRi1pi6AAAgAElEQVR8hX78JUtTEAprxPIJdupmFMEONMEBlthfOdjzbOOHN9dq7ahiquQLpyvFMXH4YztmfeUwQUxgL+DW/0jQeMrlMRq9tJrea5Wo6vgafr4GB4eWk8lvfLWuCIgrCUMvV1p1sUp4eNP6i/c9wGSllVulDzHrMItfeXAJarSYiE78Qux1kLBBRF8iWwMWbKK4Euu1yWyk1xg/8+zaMx+Sk1fj9JMzsagbRM2hod2JHJ1SYoNzKlr5axUrsZF6l/eorf4QMrW59AwfQJa6MTmSevgynEf4W/gizSF0GKD4iA/BaM3gnCAnCKlHY5yymjhg6FNnZevjI1v2XjBsbo5BkaU1fgwL4CkFxFrkCVJln27q1vN7XcpZeHIPYTmxh1xP7rBVJldzOoTCHtuB2eVU34PiFSd4kzxbgY3ZpMjSTJATOeYGk247D2U16udFQnuHYx+8ukTzJ9LDDtCZj2tVuRGWDA46pNQaJFj25ZphV7Vw5CGVrf5I5duSuGl/UzVarIE122zzEsB741jqI9ks2hQNQM98EzbXnBpxwz25RckTcoVY10pqnD5MM0Z+rvM0WbabaCPXRrf6B7M3c8evv3XXtCZ+SiXC5sREjHarq7cnX3LwzH7HzdrKDbJV0fyGKygEcwafN+4hLHevjtWMajRiBFjnAjFBBVCqO/ffespxtvuCvGk1oYNLD9Zq74ThrAj00AukwiwonWL+FEf9tq+3CYO17LLfmFgIhnUp8vesqPIlB2v42C+0lxrih8+T+DwnCi5S5XveoE6BMlPsfSv8CYoZq/Diy1Sr1Q1HhaQpj1cZtt9ilENaixMKD+yK70SXUwTCmwRY1QpLtGo//z8P4O8shT1rs9S7+y8qW/u8Sla5o6S0DZCpdUE4W+DLNGLlwMwKpUY7iJULU866pPqFwtZheZLgKmrdcYI27b6q88f+7cs971zt/vZewapY4RpEZysoIRjvYIlsVXKM7l55RiKeOcijZ57vG7u5iMMnp2h7H+DVBUB0Mold3Yk9+55UOTT7DrSl8cuC/tDB7RTs8/tFX4H5rQsPR2rzoDiVL5gpJ2/rd9ZbsclUlDXDNDmVbYY8+vsvTeq/WcUgtC1WfriqNRuieq2HqnytZkpLrqLE2AaKjK8JngXhIIPt5hAGo9Yx88nQscYoaLxRAAINxk5Nufeb8bTKqq4hLcfq5FbiuznLh2nXJfgeK8+w6t3/U+dOZGgq2KToQpTEuiUrPbqfBk99rOVcGJfrUBg3+f0q48e7P2jFoorqngiHLqaOH9CTwZkjHehZuxfPDruVuePC/q+0euRSqh7Hgt9poOgShIXJb3jjnLtTaupo2YVQWKsuq8n2YRWJcstQ1aiuGtZ4plZO2qcLx+4+dwXbfpqwY4XtmDRVKCaqhnnSmrrp2Yot9be6fMi9yHsyuSeV57f9GzdCl1EM+3bcUa8Ft1Wi8nygIkxoX8wmBCLEc4A+6HYuz6eyXyIf6o3J0o4gTZO5j5VWi34QJVYDHpxEpV0XEAP1QbnSQ5uabl9/Y/9uRpkood/wxvQ7b6gS4Z1Up/Qc9ez2PRCWe7py9V9f8dQbZ/mr2QyIo0udImk3l1VnMIVlbbWkL0tbPsN8RDMv7RlZ3uMkDv9je/iMNypnDFejmsVULTqR2gJgDK71SLrtU2xDykBzTuQl9y77SP/8vK1bf7XT0vJlFO1UR66k0QNDFymh7H1V7MTNRdvYuH3hDHCISThF41U0dTz1AhsoMhmv9EoNlFEBavRyY5RSbjI903A4/TCjEAIHiyDhYiMs8CA5GOwToyByFt4Ih4MGB2iFgw2dhvPJJB+HlaypFX1HavuKPdpx5m+9hy0zcscITRsUpBYwgHiRsDNTpVHtBeryEfb3RqreWB7s3uS95ryvHSef88NWokN35mr+0CRV9jKa/jSasaRB3LZLP/G/ZxRQ3o8+9fq77x5rAuV21foMpNc3ESeEwlYLEwQPMugeNHfxYEVzA/rtRj7AjRCtF1GsaJpm1ojtoqFt5urj6Qe079g9R2dXW+FsfEJHy9hE4BKsRg4YB9DqiLiPVaZGlpawYueuqESYZS0N8humUJatf6CPN0Bm1+2s4qNbE0SgvgGYREx4I2WmzNQhEoWOwS8LLdt9Mc29k80mnm3Lj8P2MYA8SIMb8MLSTjp6IOFhhIF8iS8lsX5W1w2aNSiMWpDwBg4TyyDf4dFtlUZ32C7N12ny0G+1fikwJDt4nkE8RIsR3BrDH5ERXwXuaRBCRm+9sLaEdQ/n2fPJS7tH6Eld5HzNlPqWuf4jAmwn/oZrIWoowCX5ONP/jdCks0sjuRc5r9ReOJrsg9XkiGL8wZUaVfzfHOA598+RPDn++zp9PKOc2oWASnSH6BhwWXDoEZWtAoKzN3Y6xzEpfXRutcY066ZSqVC9pC5X8Qo3lN7ojir32ac6fbepTttBKp/RQInASIJ8adVlCT8EwsUtjbqCesDcmyqzfqZqZ8QqJRDBALPkCUzDevZZs8fC2OEFADQGICDlcc57F62p0S260e8NVKwXPExEuZzc8CnISJdvekblu0LdXodIG47aWsyOvKuhPYM81hd/ZQvNX6Tz1v7YUgMrFgVgBrMJMPGa8U01Zds9LcW8sXv3OmPnLwdVuzX8tb5cBzXiHpSf+nPMREK7KTSfTKB2PMSdOggvOKJ8ERC4Wt2Bmlib5VjPynx3Z/VqQSJ05mFtOHIbOvyNio2mVgY/x6r1/EDZJiTs1AiUZ65AmON1iwlxj+ea32CuadQn1I6Pz8LE3auoiLa0Eq5GNKueIkt00ojhh15JgdicMRDmuINEsEY9UmLNg1gB2PyYdX6BAPYCrSceQhH6FpQ4Dcmas6pFETqO76fo4kMUXXSIEouPUWa5Rerc9ajWrr2un0/f04I1cGstBMM2x4qd7ioieSWrTS+O1Uj10ofroiEXXzAcl80PAxmO+pRnvx6hMPiFadciIGGdXTAnXDKI8IzD7jupeu9jH3LD7AbahzfhTBDMcCw5z/ueP6+N1SftSiilCJ2JvGrL06eT4pPOwMSXpbd6P9agBWipg1v02bt91L5UBxVP7K9ooMcJaTdVsSVL7Xg09u4zevvTFmpdjq5CAdZ7L6fTKRPds0gPNetyUZ+fu6UdrHmHf1yoBYNaqRzF+5G0zPXPIVEzIbGkmTF8FMIxLwzLoA8RrBAg7x6WSHQDrYsz7+2FmVb0e8Wk3FJKU5CzS0GmcoNMizBf/hmOm/fPX9mK4QbrwbHNaeoWkEykDnbCgsU0Dky3CZGZJrkaO8/HXvjyjzOz1SIzWmEgdI04IQABr1+/pT5b8KG+WdZWY4al662MBKX5QeIMUVuAUeAQYvWkZNPdBASfxt+1lOLdy4FUbqi0omTBoQbyAavlwQoT4ZWpLsMO6mTeC7Mz4m8TCoNm53fOK7DtqxratvQgReIMB6HRg2M7YxKv1ZzFL7ykf/75iOOfzvnrO2Lc6bVJlNGXzw+slQ+wbvN5Soc3U/HwEYqJgOw4YqLCI8bQnXUqBVUfKrzYSDoVTSBvNpXVb7rSY95TlZIfgL2aqVJlViilzGbMJlj/YlcQ+RpNRKydmtPR9y7z92XDBPYUmvorVrMlCNkbHo7EmjmvZq9n1107uRmdI3ao22CVSftUgwee1jYk6KtTcK6iMk3T5w47YO6NzHr4q2593UZjgrCBnRAKb7Dsfu8pufJ91RnxSK3HPiR0uV+zxg5RfxozNqo9SCWKdaGMlIKYmK9InGAXsjwN33tI0xeWVdfkWIXhSzjImBEIJ6fi5AF2aAIQ49xxhRd/3b2k4xu3auXcqXqrei0aABZToFcsOKRYVkHYvuGGMiSvM7kQJ45n/ki2UMAf5UbPacyK6BITVG3gSU0gjLGLYx5GE3zLgzRzIO8wc8I2UxQ/aa62Q0BdmxW2MLmEYm5p+n7FIf7DPeJzV22nVxz0itW+RfVVzgOiAwTCybM47CppWrj+eE42/a7OknM+dGautizsqcYEJGJJFkYEWdUkBUQ+8EQx+a1DqoVxPfA/vAn7elnNBJvVToR6Zqr9mDNah9SaSWM61HJPmNM6zUVRz6Tr9qY91DzD/IOa00GwxkyH1AxNbhDx2LFMxotajuuWd9hHcz+e97Xdxlt2bMbPP95R2RoLmcAQJiMMXsBHkkkqzho3SR+sQYGO/FtlSCwWq/SnUirxu/g2BGEaQjhJ8SkjEZJhCooG0BfaAVOrK/OnJZEtciWsNH6Bndl6qxjO+5j5Bx0KKvtbc37mntxTbz754yDP7A2Dfjti/6Y9HauFkZRl08U4g1lyAuHq8SY8PB49VaXEcrVpe1mTMDH2Y1+Yk2JK52zuMUHY7h2eoCrkEIrA6eru3RCA1z56zmHv9XukPusf6eMb57Vm5Rp9uuySVn5/Qh17b1G5igOUVnweJYcIBU7ZiKUfa+iIFLVJBHmLaeeE6WTcTh5OVZSe8btWncz9QqDnXKQ92Nxx/Pw5Tf30E3Xt3EENyldVo+qQNJcKVlpAtIIQBhdyHMZubgJigmEriQEBLfpTLq6phnWYqb2rzmkTam0R0m7NP87kEYwTvLeJSWXCeF9DtKk+0a/CcM5i6iR51NXRPdmxOTOdzEl91ZFFvGv5O8UUT7bblaaThcn0t0lpp0fXHvzLdLO7vvPrn9RmKD5Z6daEPCsQ+oTNMBDKUV9amzmEwLovIRTUptvm7WcFRemKCmyvhiCA+438XjPX0aJgbzYv0/JTKIKsh7oKVuJBnoljz3gpDzijwV4q+JiEQDwCKTkNi5uIb/KbPj72tP+V93rtMDY/8g67L9OW4VuU3wWsYrSjpNSLwp/0mHpaDvCN09AcJLYbc6wNNr5VF1ZscVlpmd8QlNmuhBIrFJE4BZ9kOCacJQoBLYY0xbGm0SQ5GD+IHLwgT6sa30jTP/1SGw4/MX0vnwO/lqvB855UzmuDFY3ahFBEhbBUOyhnzIHlNU6rkYxZDwkXnFXrsVCE9yyR5kTG2YuquTCvt1W56g6NnnVdR1Az5uh8z+Uf/b2TlreIVbECpclNgP/3GgGa8pEaTQLfQjxyFQbqOtTODrTxBrTSUT73ExNswkbqEZr2U92K59RxyiJNGFERUoIkJaLtPR0OtpETRKPxR6nTFD7P53Jt/NvcebN7nx13HjzQlUu/6di1PZp5YIDa9YpXagD9+DAVnRAIFxx0B/ScFcho8l09AO+50SEVh7Y0dPQdKg/WmD6LtIA445YjJAhvZucp+KX1nPP0E/u0Yk5p9Q4lyQYPbCB1EwObTtGmH7PPxNgHt+Gx//6Ch5D3nC/+Nlmj60YqGsffFUc7EH9oDcCkPPKYd3fHayuY2rDjD40cvkN16r8LpJsVL6E0Sc0UBMNWCdsQCmNj94MWx+AnCEYg1xgf3FQVMxaqYZvLaoP/2H0mOaQVJL9YHjdcyxJz3aH0rD69w9Tf8O1wsINhEMH+9wfmERw+TeVa3tU0TI7r7PMqA/kW/rqafgIitvJmMt1ksOlMZE52dMxQvT01S3c51j78jlljH2jPIXI7NANs/O5D1Rx5SZW6XlBas7+VmG5sg5DHRfYjKUhxEwLhR2LSDzYT/6Ca/K7lyMukRHQljP25xo+7qc3LHmnOIpx/jp/fPTUBPoYEv4N/8EZ6FNgaF6JOhPqM7NgvpDZgrKI4dFFK8olUqhc8rQiDG5rLCeFxCAh+iCvF+D6F6igteqyGdV2nibPHa2S/eNUNol7aibZf9EkLIl1frh4JsRNPELZ/oHo2YmFMZGaP2cgER6gO6owmrR6tNg16qGltqq0yqsLMQHILSIebaXQTUFaMGLKwfVdlL/e5F2YXY9uLxjf8c+yJlupYxQ+qGfwnhN6JzRNBDwND5c/x/dDQPkxId3I1BsPwxIQMpuquuHcdVY7vrzYNN+ndyde0kkmwGGnuPxfwYnI4HLbs752iWOeK+mbHOW19mKUdEK4dwX6atv62DiAkuef6/HOkNnprLVWBVcSHVcJKYisHlNGlw+ee/5Fn/mPcRyPWXFJ6h5X4SFSY+SLkuYKBIHhBw+lgKffD6YYZ3Bfka0hoF2qzR9IXfJXKlPtBVSpdU+26CEFPJsdHj/TZul81H+moN/xHTKdW2QQIAeUQDMqJYz7Q8JmP9QsT/VGuhnrmnJ790xCsUz7HahhDqLjieRzqcZwHIENKWVvW2qxjZzgWE/MQJsw7H2OBfHpVV369ok+3PFS/iTj7Y6+o7cQLqj3uT1XodF4ZFeeraER7h4/ja8JgRNG2QfPjTx4kIKwZ39EBH2UUOLmpqlxls0aMvqST++7pGsKZd9iKuB2BGYFAvlGK4hh3jwqE+ergLO5SUrPjxJUnqcfAPuozt4W6DUxQ7aRIJbnHEmKl7gBMkhs2eiFeF3KJUiGiV07/hwNbIFJRmF8+hDmd0biubkAJgn5VZlcSdkz+zdgSv9vs5dt3f3JPg0ddUf93mKzrcGzRxB+eu6Shi4eqRV3IdtPgEwU3FIhQWLNFM3PcC9VWncpXtJD1lXn2UkGwC7bJmP2V9/X59bYa38pLReksVAgHvHChYqqXlKLRA0uqellyKlxjcmicIolw+TlgGMAvsM1dCIsaPWWAZ2klUGhTuewQNWv0tmpVT1fp6HjKWOG+cqNBZlQXDdhCl1Uq4Nbtvevgi/rpb7TPtTyRHjupfMbdW0e0bmwysHjKYP1I2hWJg42733MjQvkcwvGWmSof/ADitMkIKCljWKlZJVgpPLyI2GFChbGC+Bu4EPCe8TP5hTQnAmS5i85QdRLhiZ+uhKRNSi52QBVKfK3mdT5Wq76HiAzuBFTXl4w4TXoCoLB0L6/e1d7V1Vv2ja8+zOS0ir3UBmeh5dnL5J0I3qmdYkNGa/sqM6yyxwUO2xvL4t3tADJ/yn6OR64CucHUO4aQnke4jhFL3XD4shr1ImvuQOxaFKs6gmErGczmYY24NgqjyN6HRjSndsII5TqpZNwI1aOVcfN2NzT1MwQQZWLWhg1rPtpw5AO9Ee5ZS9a/2sufRtsRsClMQpOzA+egn7LuaPbedRo+vqPe7Z+hns0TVT8pRo0Co1QbhzW+MP3qLHpFprkwZkkhg3RjgllCzMWtMqbPNpVrQ3ZzF1Q2q5j4O0j+ncFGnY/UDzugZq2vqFOf2+oxlOaE2yjAP75WwwYuVZUa3VQ8JRI+V6Dmhpvi2KE+AzVhzUOHc3iHc8u5Dl69yvhF55YUVz14cj1MmIlAJfnU1ratX3C8M/r6+Eot2z5I/bqW0xDwUINKRyvTr6iqFy6qoqwWnuQK3FgNrOGKtxv13C4R9JgDZoIza5lnN4QsJWG6emArf4ANu/oP7GYe5vVXnDPHd4xRnTjgLUE4x8GgaPneoV3XvsIK8+9rP/Dn36reogPBhkT5Wn6Dcy8eWFKZVZuoU8vG6luhgjLgaw10t4J+uJRCmwCxoKAoqhPC0Z5Wwl0RkJ5s3RUXR/ep2NZEgsw0Mbh4VaJY5VQhsqx+3cvDfNnI1Ursh/LXp9yTOhMQisYnFEkS0SeoG5EnSliTN+lLlF3usGdL6kZfMAkvkAB0fJhfzz7zm7zXYtw5asT7IFwNOF4dom01FI7jHsrrYOo+gumVHQzqNjSmPxCTLg7IfHBCV8jgppAD26cyFS+pQ9u7WrsySyPfv66ouCV6w8ervdwDBoKt/16RpcC2MDnzmsHX0exnb9/Hmb2gXd9+pnW7xmrrnoaa92GkWiaFKwYzywvByM00m5Pu7JqCnV4GyENVutj0UmaZhWpDjLtZ65vqiOM0+TjL486jatB8vkqlfaTyFVaqSbvlGjR0nLpUvEAbqfeV3jBIcVTYuThTElsIJzhlv7Zwg+zmvu54BPD91McRqgY7SUHMsCL/TVKrTp//yxe5cfqYHlxfqYM/DdPyaRV07dPyml2pqKIKF8fMKg5Zg5WYGg2OEabxmwiRu7flE1hJIACrWHOXeo25qvlk/fERiU7xUPGdbG48dzz+Rdsn1lUSZo1nUCm5B6aoRUglbd54WvbQX2cQ+9D8XT+oYnIdchPZWfAiZO2nt2hMleRVnfoFbfzHd7q0ZpXW9hmjmilGSFeNmmieUzhh0bAalKXy2bDa9NhmUrEFhVTBPAESbwjbIFoE+CSjbVtQvwB308tOzpRCzgOzaxmPvV6h91UAe7v4Dlr3Ahfx9eum7m1O6NErPlgL7eaOXazC6a3vwuRBSWwIPdj9aVdQqrVa9xupel3mKv2tL5VQ/qxiSp5WZMpxIlYTiFa1xB+CMI4cSEhkH/IiEwkefKLowDmsOMNYZVpCm+nZXR6BK2iY8kDFO+No8UCflcjckzC4B/OZktQ/9fahaWrSrSwNvyPpkUAyzBxYh3BgryMYxtrn5Aq2CEfWqXA8VXYl6F7UXKkpMzTmvc2aN/1nDRw9XWmpy1Sy5q96a9Svavr2IdXq9JnKNqqo9OQwhUNyYPSczv9pru5DXp1dL/d8s38/1pXTzTWsWIBCrQ6DFS6gcCO9N/3xP8760/sTcr33WNeoJDTo4jfLKgLgi9GQVqFqExWjBLihHF2JrFqPfEI2Pik75OlvWjm8oUZ0/UDnN+wjNf6XDqJUXjS5T9//Sh+NKwvNDgzsVO5ZOeuUnn0JJT50CG1eBfXswsOh/3lWNqd+4a+PZsxTagRFP5hLbphOIfhQG3tNlwkMlkKe8QAFtxFTtZZi0azx/mVAsOIHWtchziMwsKIjkuMXAHUl//OF/dzXF74u/zSQBJkqU3yK3hl1UXtw2K7kPck835D3JTEHDWLfUj3vKzL5S8KpY6i96MjcmaJ9FnX5fxhTmYxFqzzA2V7DsaD+926meSOmOKKRG3h843fRmGYrin4zbbsGYwWlnCekvAyg4BhMx95ErQjrAhr0pajJJ7i1HH21CRG/4e5FWaHvbkWkSM12ZNfLvuj8zvEkPsM4NOr8wWR1On86Uu36hiqN6JATtrCFTh210+Q9fIheuVnmGCfW4OOFiCS5OkcCnaalrk9TVS7ZRGmJE1WycpY+OkNIkC9eQhZg5v4ktYsPkV/Bomj2RIX5TNUozu2J1fmiM3zmf1n7tGV4NK2/DIpOlpvVonz8BF0yA/clg0vVzXtHdPfR59A6jtbi5WXVoCzOuWXNHUJhfeyIFkGBY7kFVxxbV68UrruESpJI65XUmDqJMTqzcw8HwsHIGXmUHSHIadowuKgqOFeWMzDsWJ9q6vXxtzrAxZpyyjvf/sJu/M1OKmcYVDpXUOzefAlH0CdL6qsKkB0vzsOJ88oMStHv+3f/Izy5n7Xfj1nDvt7yttolD1KVBoOUmdmLmpAOSggC10RZrR+bDwLhY1xRCIVtPkSwfMxRh24zwqM5uLEFaln7F02ZTmTnAEmwY08ENe937ebcK7NPUu3HhOm/YRIPxH9qoXoVNukWGv91hkFSDnPtnTDJEzNuAglhpQjtB9FBPy1deMRxqCz+b7Xsl/jrO7Yz3LdT+ymBGEIisuYVFU/6BrNxJebjFISiF0LRgpUL4jRMRIRiKNLyq+KqExtGkvM+hGdP1B6m1d7uPUusnh25B4RiP9PSmcGq4WpcsxT/UJftj41dulRRVS0Zrqr+rCRo/OD/8KDetAq7ovoff/+HHEiRIoRcmaherk1VPpnGk+9s0a61fbR2aIjqARV3wqEvXAiW6aRDDi2ziROwi3yt8XiP5lWOINfCsYB/eFCc9G6/H/OdJC86rl37gpMb1LQNLYB9zZ9AGDCfjB8q1ZsmL/gbQdDe+DgB9/CGUR2t6uRBGBSfpDJtffukd9aIDst1/Etmza2H+pvox0MyGRuWV1dz7NZAj4rgxMoqkXri3d/eo83av8/GojwPnvOAbKVYsO+w2rUvodJ0f/JASA0T1qp0K8xBE6/8x+1z2/TNjB+07/BjfX7svmauOKuBE1cpsTycSZyPI5TLtXj7cS2YeFZ2agzgfiE43WGwnZMbCPCxbqnzlRqzXDXJLH8w4a72n3waKrMYzV28I7DupMNEiKYTAYNNxL2F5g44kf+JveDdv7mcOQRuKr9jzeJvyD9qO2WkH6t4yS1av/MFH8z51xkm0cxNoCe63Vdmo7MqXmIh5uLbrBTNEfgqZLS9h2JT3hGQHS3gxPN5Fv98S+7/7mEP3HDc5yyAqKP0Rd8Alf5frApQEGQVcZmVd3Jyu7T6yCh9uqaaxneJ17stAjQnI1g9QLym/i9BIf+zLkQ45yTTCruEwbcaJOf/whVVMFDhBaMp2bS6bmg636yp+FK3tYr115S7mQGvOm6x9/UrYzWrZBRE0Ab3SMSE66Wvv8/Vr696pOz9vry4R53GRKtMAERwmIfWByOCEGqzQaXVsGWiZjeI0Nr0aFVzS0EwgFZQG+COpnUiHGoC4oGvlQZNzZCMrurUaI5GjBik9mVp+UVky4FloiqvVbkh2YhEvvIeM/0sSshyBeeYBNe551YDf50HcR0ByWtf27P588/p6l7OSKfJiOPnhBeK01ezPnJ0GzKheXbYZ+7fNePuyf2w+8t81vB955VQGlp8om+W2/DiOgLJnEexUoQB7w4lwhMcjt8RWRNHFtgH5AxBRLNC6EoUwcpequR1dRrM5CX4sB/nqivh26j0o0y+yaw2HeTOipgJT9SVg3jTrznsE+8RKSozCPb00lcRiHVo/eWq2/C6rlx+tYOZbrnIvf0RAZm26Toh6VUIezuEoobeCKAKKiz6pppPfrnplPfr7CbfwdQ5tTtdQxMsJJugAkRlPAqNUo23syNYfCdRrGvQu2/Enp2kEzc76+qeSti4wVqcHqYumFOh1GS7sDkZTxSmVSH4agvaKmIFRa4QOxfG0Ys4o2FrXryK5T233Ne3tFZrxnuqBj6NE05yAYjT2qWv1I3/JzuM0N3XIzSgQgjBBXI2JPx8iPCrGqUAACAASURBVGQNaTFdk07+qkHrVumXG7OQ2iHa/HZ5mARLMtlTFe5eGqhKWaJAZeXiV44VhM2DrDOfDySUG+hlOQQiXOYDQDzXuuVOh99mQZcvTmdp+hZChawqvzMJzBw4C1TCzKYHNo9tVueMB6x936xooLoB5JAQrkKEiluEpenWcQtg52/S5Hz0ya88xzt85VdVAYzm4w7nlAkFTCcJRasqo1FtpZaqRm6jHWQNnRUZ0wQy57eIJoEhi64PPQ5OengLkNFzgKwvoz30HKUT6o2NHEzupB0rThuURU1yQ+la3KUv352fuD45pfxeEdxTh52YTvWl4CTI0yK2Ejldqe7jH/wb1pHPAezW5bU4TqIXKjU8Drp2JKsFFDeBsUeU3OeRPjWF8ZJxGU11nH1Mys5yA/fdxB6eFKZG0GgWIcFXCP8h0G23Os0lCsJOPMunhpmODxCPU/pQ5y7V1Ld9w9UoNFTpfmHY4NRDsNI4OdqK5bCAOGonSNw50wPOZ5R69PxS337xhy7m0Qb2HJ93W+9lDdey9r6KN7ON/IPT/yrpvbHn/jmny6gcLinfYXKTx3zP3ufnxhoXGQp3LczpkLEFONfRZ5/fdux3kevNPY/Hj7/XFwuHafyA2nq/U7ImNkrUkMhkNSShGQWpmRdEx16YI55ALzwcApENxzCnPQK6+J6zT2jmzm/13pgtWvLxTQc2Ka8A5HfCWQ+OalX3korgOThzHG+CCp92bp7fVeT38X+9t2HlRiX41CK6RsQJlK03MJbQ+KGq1utn9Zq2Qq2GTlVG9Q2KS12KsPRUbEJz0AsNlRhXW3FU10XTzSgUojFzXj18cPwBJHrbcTDJPLgHAZTYTnlv7XODHf86oTxvfIN7VrnLA4UmQsQcTpCIe5ZQbIfe3/TkGeTZPd+XNm9yx2qWxmK1YQCJWU+ErY3eCIqlvHAok5gvet4Eyf2wRRnOcTSTtPsYuEe/aqyxtQKAdSSg3dGeBcn+Vv1L+zDDDESWZ+7mHsLxG2WHaFzW+hMDNLxndY0elgQ6NByNmttGzIQCAWG1KETWuSBOfGFnWDz+G6sol6qqFj9GH4z4Wvu+eqS7uTPxqW8wJXpZN45U0tgEWguQqDMouZ/raK3ckr3jtzu55o1o37x3J88xTCDyHvrM+fmaMzxCHck6W+9rwyY1SR7jSP7k+dgzLy8Cp9+lG/fH6upPTbR1WnE1j7Hojdnm5rgaHskSbAbHoCELf3szoZOAU9RMpud0RG8N736BkPgTAbXzyveUL43V8JKhJE/pmkSyMZxV8btlnz5zPtl/8hhfEk69r0kDQJp6VGGVQIgdyT4AojjGxTO+0bDtQF2+/lwLPlpHsdJtvdX3hKrX2aHSFeYoLaUPyb8WSkpoSr1FbaoK6ZREtyXrq+1tWXVMMNvMJIvEwe3d/id9zjM5jeq2efEqY+5e+lgk7sa5JiMeCpdVyEClV9iv758Or73wUDbXLzDn9zNJR3E9xetKAfEHcLR76o3QYhfVuD9L9Qm0OLMg3xue9/DsYAf88853+nJpCbUOC6dPXiJCAQzbabomL8678/Nf24Q7k3VPB/74S/t/2KNhvXEQ/UPBW+GwY0Y5IRTOlJqG/C9Gkf8fVXaEFgsAAS+AI1+gcITc/0tiDUetdbU5WjPpsI59++gpcubbkO9vHOOjMjj4BbH/i0C8lhK/QbsxQ2xizZhNog2TDJ/3peMxa9sXm1PUKgDSaSJnzkSeXP+brFnDuZuvMOyeXmXd3H17rIZ0L64KCIQ/eCQLm2Y3dcxeKbwtt0DI051ojw8MhP5kZ8Pov9C0zkyiO3t19sjTITM77s9czM5TN7X9s7rqFBZN0AJEAUGAKoFp+vLzs/menZm1z67ieXc8++cJNS/dHJRtNUf224sGKiGELPt2HK9RY09p6g5b8ZkFd0/r8NkT2kIYf9c5fFJwU0PnnVfN7t+oVMVJSoqCSp9Gk8FAQ3xyhMHaIme3JSuHYAC5d21Mu65JSiv2tQaMuKMv9xKow4d63rBnN2YsvkTErxCdjUYouhJaHa6elBPkF5x43nHssS/hdnYlglXprV9hR1zLSjGNla07gMD2D7XCvsnu8GuM33/5QFM6BkDRgj+AbV24UBrw76MOVr1XmGdPfdP9R4Dn1jVVx4p+CqGstBCU/07w0CZHBqh7ez/tbumnWQERSv0vxUSF+S6LYBG1epMIVQHgJZ7/LaF4j5ZqX/VjzXj/OA3nz+uXC0214i0/RSIUBcg+O71ZTR27/YIXZA80mzfXWnW9aNzkudu+WTqqH7bFqUegNbOBwI3jRXlkaNcyjmYa4hXHY3Th0dND1bN2uqKhwPEBmetpMAw2T0KooX4pKuGBiUXhkDehQa+Qmjx0yjXhQA3xakAz9o56u8372jpvj26cybZ3z/DdE35aq/atQpSMn+KB4+/Pyr2wc3v+8/Tsyu8RW+jSttxhLzeuWKSSlK96eFfCxKtM2LmRWldYrwc4+zbu8IBtP1tx9hy9ppO/3pT5QMDYHE76t0jc+oO3NfqjYypb7R0SYwg4QuFjAsHmwGGZkBhAMQA0NfXeHj4N8V/6q2jISkK8v2rsOFKuJPvOP+P/7UWz16xKxCloCWHUvmwdgI0v1LblNolfb6xGO7QgmZzc4JZCk7dgio3H0W6tN+LwdSZwEb9yPFYTx6R52aEfZd3WzfOd9VGlIEU4HGyiMYVaqVuXe1qCJs7rxLzsWI7/Zx3XjyuLa3BKIDxR0fBEGTEzfK0dPlXf36cyMScp68uq2tfER8P8QtTXPVw1/i9e4f8BAoLmfpNJWgABKVggXB7/SVIM4chKEeHK8IK602AdOO6uhfroQ7TC6wyb7zatHmu/bqyIV18venQYopjvio4cqKlfPvjH78gzr174FdfwN/r2znBQ2PiRHfZAWwYgEBkxRWHsSNWYLiX0cZV0dQ6tAtSExBr10IGhDaCphCg4BKiFb3UiXjVVN6Gdpnb8gCToMmD2NVWjeBy9J8i4+8J06JmoQzs/+9d52Dnme5553vzr7ztqDf4sEKH3wHTypHmmr3cHTX7Ppv3TwxTGabTtfuajIUy/54adzLMLb2kgBntkZBMiV/QDJ6TrgU/h4oFAEKb2wXn3pbed9Ur3CYRUDQSuZ0ATvnMAuLdpJPZWqlaV3/TuNL7je+kcx2825hHRrg3ZuYUg9kVZNK6w7bWDJ6a4J6FRKnQnrJt2XgExswAn9uN83tIbfpF/07/gntqPfqgh04FEn8qmT8xRCnku8cnLh3c2a9W4KNWldtodQi8DB8b4r9DwbeBbuFNPL/JPPvf8V7N0epiPqjthMoFaLeIaIOeC48ScUebWXN8EFXHjAz36vKUerU/X1bdjtb9qmCbR5rjm/+H0vmmTP55VwYQqQgUKYWZh0jkR4XImtOvhTEOSPoAROczLhj3M3GFmwr37/fRdW1+l/49gghsJO7d4lcnYqOZTgL9zva8zzlzdrub1UxUZkMSkIOGHZk/1KqaJkydryNZdmnJ7ohb/2VprttfUD6MztahSZdUD+ZlOgX9MeF1AbcCjIyjMwSzxhmUwhLrtMPwRnwBqJoKhxgmg1h7HdvkWC2u8/vhs5XHaLICLwsH2pITVk+bu4WSdd+7Me1eeHNeUxne2oXW/RRtClfuPv2KyNnLuT9R7tICAzVqTlVYpEoJd0uuoeHEAhvgCQYEdyaBbMRrCZwJiZAYIvw9wcC8g5d5+1HL7LFVq0QNq2Og7xcfP5FgdESKa0vvVVoJ3NR2ETuh1xy8IWCfCxeUa34M3dxNC8Tbf3cpxHm+4eQ+irrkrGpU2r757VLrsn2oyDvDeN9iqLB9neehmgz49FutA3xCVKmBoWRCnBTOVXPY3tZlHlvt4tpP99P4v+gtfgKjO/BR/Bb0ZQ+bb8hM4s84D5O16W0n9s+kpnz6CrWsHMIzHk8atoN8J8S5LDlFHhKqkEaYB5bBGMg46HITCxc1qJsgTOHdWyXLr9MGU3/TTsaePmPevvI8fwAcNH8toUnyo/AtiOhF1CipUVeOG/q7xO4nAvcC5swlzBpVktI73eH33wS3t3jhK1UvSEIY8ghUBeXiUoLiptmbsuaf17GOYqRMAQw5RdPSztmjDIdoWj6+stZ0y1ad4NdWNqq4SmFUhbP6hNR2TyDuwGlqW+pUAHHdWCw/PNNWuvkXHjpuB8+rD/Iwe3WZD6GbRIrBYIKi9vOupQqUvdeElMmbWAW7dUz7aAd7MrLIRZxtKG5jOXVkdGsZX1a2TX+OD3MKev66K/X5WdOpKTKB3aAHdB0AfvewCYDo3xhDqI0xAfMEjeSM8Xl4tEH6yzo7ORJn4YxVAJ9fW1h9sPlDURRHL9Qt5lj3Hu/n/sOdiaYiUqpcwnRYrIHok34OwUaD0hpsLDHluUEe6QTLsCoivSBOysO+oWNxG1a12TW0G4JSycj6JDPytW0ebanpGmOIK4MQygT0Kd1GdeqAMp1/VzFVY4K/1LK7q74UZql4oHEiHkZ7RsZQ4drG0/jDZrZN/cen9F0zg7Pq2NXr8WwMd3xSij+qEKRanvLAJhYMnCngH5pVls52Z0G6EU/0KV1YKLNO9mm/SqnmX9bsZw88Mu7W2PXj8ta6siVQfjucEOLEACbFh6d0A1j3SIWb68X9bFY4j2WctyWZFRoeRji++ydLmbb+rc+2u9JtOxQwCIs5K4eVWXG3qztZ5gu8s0jplH8wZJ/i9Jeuq1qGLD9yco4MbW2np2MrqX6kSqFr6ZodWBc5t0R1IImi64k0exEK9xmPrDS1n2ahmGttuulbTd/zkj1zLS57L3p8fKiNzBJoZYSCf4gUtpq83fsyo31kvXzxMcZoSyB22/+Q5V0DrvkMJgU3kCvgM6aqa1k/ncgTM9tnHj45YGI1XPVC1MbeVUPOcokp8roSImVDdICCB9RGQeg4h8Q00ShwIDjC3DMJuwYiQoAaqXe0rTZr8WJ0GUSm57d8qPPeccn+br7gSc6b1JHIdZY8pMHYqwmddj1pyH6vrjUoUwXsTxnPh4eTdnCma8SgMtNd5Nnw9h9RnNEwHRAa+P7NGGxZHqJN/NOzhlptIhPJkuQaj5g4/+Fu3qdqy5iGvPr7TL2MilfEmTrOjTpzm7uFTYfOYo5S0yUQ/7mjU2lc52l18osVaOikcHBFmmGXEHasFvFH4PSH/g8gAtGshstCFcUiNYdCy3H4FK6kcFIvTem3VqZ143jnSn7taUECr9eQ6ipOFL0CyLaxggiYO3aydnNKnZNlXMxPyewy5c9v8xDs8hIsosx+u3NMHw9oCCYG2xtv4nFLo41FDU+bhiOWMvMfKPYbNZb5K5/D8Pnq0Vf2+eV8tBgGuTLBJYeQFGTiw1voXEwWb3ctwSphT7r7FYAWhnzhtvCrEdlDfunTrmXxOnx/meDYjnxm7du9TEmQC3jj62UJRFcGbqX12sa85rty7ps7N6dWND+TnaJpSATBlOW14d6Ejw573cBb8sJXmc85pInZ76/1S7Q+ltEo/KDpqFqHb4QAUGyMQQEtMIAjxGqGzH4JhLQV8PDEn3cbjKH+vKq3Ids9nLhIRs9U5v3GCG9t3HSDB7llKrXdaoUnvs0q055h1CAZU1BtNm5VUtB9FPBQIuZLgcuPBu1o1GeaGC1lRMz2cC1UEgtGG5iEdYIgoqYyoCMUwgU2rFylMQUfENbXmxi3nDI7kdxZ53sudbE/eekdHevqqLJGlAsT+XVxScMpmQwq8Qomp7wIHvq4NXz/Z+2Wvfv+hod6ODZSnETtT2+1LWLd7ZX/Na+CvMcERymR1Mxi4K8Lh4lGc8CqriPke/4Uuv0httU0dqVVDYRuZ9JvWf39eP//QVHNLhMjTVkUc9sTg+mq/4KYGo8YHccHTT+YTnOCmn2UWf4v/spsLthXAxl+PTkIsXU1VUELOFnUCO1W12GCd5QG+yjDhOMq2mW3x5dPqM7ShEgKpwaAYyiunf50HkH1vD+N5onF8cAXAcmXhjU3ldxLNOhNVFPKCqoDn+jdYpWVzL+hnVjo77pdMyJFTxinJkol0ZrI+G+6wfzSsuFl3/maHVxhc9j9j17lzqpwOWTJEzL4WkiVHUSKsgbYY+8VzRu7cMGNoMecz9iAo1wWP1XbQJdDYI/E9amE+cTyEwtd+45xbHzsfWy2DMSdDuoF+2KjwmONKr3hfrfEhZ32Gv8MBH+b5zm1ISzsEJ7XhXcVnfq2I0vOhiB3AsTDZUC5vrO4+V2UzqqhEdKpivADnEfL0pcjF2wkBIeHlCurVGefVyTWYUGgg2KYIhCTb7ndoYqcWFN48duBQZvHFZ/J8eX4vr3CxNgfOY8AeOHtUO7YnAesORQMzOQmzBnmmqFpaS3Vr+r5a1mFZfJ8+C7l3K78DPvUeevnLmhruE4LDbv33IpQSWVebz8zU5Ye9dOP7WjoyDA6o0lFKgRkkFCXgD+LVl/oIb4OEuyPoCJHXf6IV+GY6RADpKhMaonBqMBwkBy7hlGLSf6ENTho39QM0gFkCtrEaO37nLpIEcfQNE+4cbxieyMaRG+M0uk4UhGnQ4ZCT8HEvpcE9djrMNPu/XWbeh2fvPW/YPP1sexNVDobQgXvmjpCFABlpVjJFncqnqGpkOeiBatBwvg4FNhUUGldKYUk08yyaTDTIInQllORcRbViB+md3qvVte9GlYFhIoKwsKePZdvLkbyro4+GHnveKfzr/bxCsXjHSRULp6kLoV1fIxMgIFA/bYROW1b3NYZDYFk+q7X+2MFI6MOqY8Jgv738ayMkDaj1gMnD6rNDmiD8XcFCjWPVWIafQKfVuD9gBHmorkNhzl+NQuFyJuyjDqP6TaJOP9N0np590ZOg2TSIB20A4Md949EeHOovz+rrn/bo6+WTNbt3Gw3unqFaJWOAMViNNG26MEPcEAwXQpHO1p3IYatTWOQQGFChTiyTCafUf3GW/mQttAeWdx7nvVlGUbiHGTRv6ykK7puofUaQUhxmE+YMUaxSRfup+7vfaMOfv2sPpow5f68+9urmiGBVIdlXkPJZF0ydck2+FUEGh7Dechg6G7X2QAN1bVRMFeOLUeObRJE7dejBQMLD41imYR+kuMmZ4iknpwhQvTCfu5mzbhvRNudWqlT9nqZykdYB6AjicGb9r5owl9g8yatdKELrg/DsyHp8Rmc21NXYpFgFuqYhFExSrybaZFydOcMst5/Y8kufIF+43tlmFLdQF+8c1Id9iVzhsJspZsTMVWOr6vDRz3T/yhrt2jBIQ/tRPpvRgGKhugrjf5HFSiuyZElFITjRrPixMIBE0gAzuFBxhcD5ZZV6nsA5LHdi1YZR1BlM25Hf2XACLxhmLg4fgcb2rcfkRZNj9gT4VFHf2rP06Hk2zQuOt4d7ndF+H+WlFiHCP8GvSCJ/kxQPiTNUnIE0WgkMe5fM9jBqK+jlHdYeQrTe7E9RUfQMsFGfYs0cVEj0D/BG/ajSNY6A05rGvnRMCu2DQNGDG3/Cl3YC5pu98e9zuYu2Oq19+4eobmoibIEIBNgmDzZXyzKbvY5QGBN4NhsGDqxbAv8rS+veTrQaXqj2Lc5oMjPx+yem8lNfY9CM3af3afLHRdWOfIJPIZpOEiXyc6mg6nTOGbQkm4zMHLcXhYafOij6NuuP4doMYC/6TcLExOq9nBprUKv7OsaBTIPnauGLUEQv+GGVmg0crwo1WsE8V03hYRWYOGjUCBxx7HB3i1qZYBkdDiuIC5srjrqrG+ZXYA91bjuf/MAyjZ4xUu83/4xaZjTR+sdadpxry0coHuiQfpqdoAoFKLzyJhIGYLBZqbH6y2Z7nmGwk5/QjFbxmHeYotnGZjEBu46vj32gHhCnhWPqupIEDOIeTu879p9V5y9c45/IGmzatkYdIG3KyBhJ4/nOikquQYOUUopJTaUpZIoSo5MVF4BvgzAEIFw+bN4IhRf14sF+vVW/Z5ZW/8hKmFfL8f0vGt9deKQypaZiOplTbHZ/VRznFlo0cb+DmOBFn332f3bdPT6F6KAKjILRU4hIYft71lG7WsM058ANzcL/GDr1tir3vqvEJn/RxXcbcPYJtAmDSzaCYE14d7aubNYSwHrpIQSBvRAc64OBE0+o25jTff2qYTpZsKJ8fkKRfVoPmUbrjvag2TiT1aI2JhQmEA6hsB52tqFFHckxA9wVJeIDBoqMr/Ob4O0L91dq0noNH/KbjhBnvEMCNndSmkY8TeBx8xcJahEIshacThHs9eJhQ9VrCKbJHB462saeQ95VJvvMnvfzih5tLakuwESszXERJktC0DB9voP9Odazg3nn6Gu9etdFTe61WfN7LlX7pn0Vk1hcZaJDVRqeWj9WMFeHYOQICPfBBVPLOjK5F4xUCKtHIqQPmSkr1G7KbS39KVuIswOEeb8xS2fOvq3JrTmuMw1bzAdAiUwdsyvvTv+8vo9A/MUJPnvtpiBskphr/9MyMtwIvrsVE0FQUD+oqJbuXu/ILDt2yfPjPlbl/hNXNWDqaUjIVqhoua70HanNlqKEFNAAMcmKCQGM6G9NZ4wepyTRMfudoWCvhSpa7ISaNbuhsdMMuZvtFD8js3m+Tfpo0QlMT4v5m5lDUo4Vo1HpebrxjAJ46kP5/HEK73vGdoqCOtymfAA6zMgBrBSEZV2baXCvrxyJwtxHe4LJshE/bvhMEnItbym+zllFlPgOqPpEkp8mBO0wr2hpholl9eZ+QfXZsiNZPn4ILsLgg8looMV8Vgo7uzvKuvi2tg1JVtcSdBNCO7oiFC6YUNnCkA3t9gIqnu4WofKw8KUWSAJeAPAOiLZFeKz9rjN2uzP1EFGeI1QrfYd6dvhDn3CRBtX9WTP1w2x/vUWUqLCx9xEqTSm3V80mEJ4bhdN3EsHgQtn1FcdC/ToqUtUKllAhoNluRcorrdEuwajy8mFSyvjl56N6v98gTdudqfe6Bii9IIEEM5vM12Dl8KDoyQN/qwgKoAjCYRgjZ3wSD0LaYd4NVTb2fX3Q44B+PsKJ87RMCZjxcZv17sDGkqqDWebuDgkCplOoR1OtXvX8qzPoxbO+lAmELb6H/tihaZ0SVZzKOqv283AuphF139LPD2/807+Q3f41OCsdOUP9wMrrajbsgGq26wHdJD3Bk5Mp5E+GRykZ4mRgIgiHP+DEALLQ/n7kDAJ6YbuPJ8pIEi35glp2f6DxSwlrYp/vO/f011zDpKxffycRp2YOgfDyr6Bgt7paOIKU9GuOX3EoWJCVXOmYwhPG04hlsDz82xOOHqMLR+4892iWW1uEid5mPejXNncVmf4TptQsoCHdEQiiWEEkC1m9/CiWcoSKCe06BMKidsBQ/i0UWZd1dfdabW0+SnUjqpC9ZVKwIrjgW5jJ5IJPYX5FkULRFH9XVa9JZbVwaoQ+7RSkSdFRakLWtyjC4YJAFHYFTUoEqzBCUtgq0grXYfL0Vb3knhAdF6cvdaRiWPYLI2yuzmRrE26oVN17qtGeHtssi18zq1ByjmFa81nNaf94/Pim7l1fqpMzKumdooYbonG446LfVhMgARbqe52Rxcw7p1Va/Y6nSr+Z7U8YeVqMG7ARolpNooHK48QHUyrrRDDCiNRcqL5zMSWAD+b+ZrKSfVurS+ZcbRgHfOX4Tc37dr5mDwpRJuFrZyAoLuQQUmMG69jZF5wZF/vYZnGekXv9586MUe9ykTCuEyVEqxu10MSxM/L1RfJ8/KmXVptx6o/remfFAqVmAjyMSWXiEPljxQiA9jQoAKh4IPUggRWIWjWAm7UJk8km+gDMook0ZVmNgGyhoOyCZq1CoeQ8qCXbH8EUPofJhkYH0+TmXV4Vg+vp3MGfn/r+l/1h13qUH313MLEr7XWYPz4hXaBj6qFJ7ba97OOO/1uodwHn1Xi2lNbklkrU2KOQeDOhmnF+sJ1bFOsfgTAUL0LhUyofobiL091sp8qXua2K3fepURectBCg3DjbDkcbAXECm+RZuKXqt72u93/9A2dztU7c7qpDB0vrz4kl9HXVOPX3iFYDIkpF6XnhghPnRB7Eyd2KfULBKAWr0H+Bg5MI+yfr7EonVt8ZOINfKLMN4bgfcuEdT67/MBrdbpTpiHP8/u7oj1oxG2BitwbqXLSc4jwb0weZYvSoDyk+uajxq5989nVe7fx9tHpXhjiN8yvMKuEJUndopzr0Z+5Au6xkLVjorcnJATSzhCuKie4D/sqdSJYJiDMsH4WBgRSkcMr7f2mqyBJdhnBoMKuhB6uKO5AOq1tvWH+5frEn/8yw1eUZWfjXHse+fEstQinl9bCa8JIqFUDBzvrvHXD9fA75zOef/nPJ/b/1VtM+iuQ8/SJgAAxPpw6irBIS6caaBBEDnXviqbQLD6quAIr6/UiW+YI58g5qhN9BZMm7DSzp01Wr/FG9PeKGajXZxn7UUZCANeJnH5LDnzTrh0azK3v1Yebt+yekuh+yUjT+UyFJs+UNeVug12ht+ej1VN1xYhlfs2R3W0vrr8wDRJuGsVI0QsAz2crmmE2EshGI/IWCdfvajAfq3YToyiGs17u/adGHFJkbSM9WCctNAIoL9NqtjouJXHHyWAqO8dABK2RNvQ5GaUdzXZ9UQd9USdBAVplqZJljaBXs6mp0lUaJk5Nx5niOKJYbK4lHI052o0rVBEhGDmDhl0RZWEJtmIWzgS9ahsWxB6P9c5bH9V/9qEnzFuvtwQ3VLJkQqkcDudEgxitoJT0vHmvtEcdHX/PHDc0fX0vJXuEwJ8aBxI1SMrmTn7896ygH3froV9aR2UTZWurs7uIa3yhADYqFYMrg9LLq+YAFc6J3XREEwMkzG4zoDNOJC8EIN1YTN/wAV/oANmtxSPuR7tx796oneenKDnVtTCthVmBD17oRWq0W30o/nLjt8DcsPPxioXryTWa8TCYgOgAAIABJREFUjVx3XKWTepF1ZpKHUiBEMqxju3c1cNUeNZo9XaUbdMPEqqvYiMoEGDLBKplwWB9uQqOOzHJ5lBmQEPfG1IR3JoLFM7SIExrYHfMrDnK8E2sXPfnSV3xl5zbsK0Knze4qPPkE7bpWcn5jVS5xgy7/+KpX+OTLLPZhXX5LNoISJ2kRbCIdOcfqONY5xU8+1KE7ttR8Vgo7Dh7d38ztXK3z4PhaVQmLdBANWGP4IoXrKrPUVW3DYLeTz3+YZiBW8tcsZm8T/fZ2nN5JD6UfHKaYCVfOypMdxcqmxjRmQTc3an6DB6lG+U/UtN5JdR50RPOm/aIPl1/TnBM3tBxpn8/37sBuNCv1i8cHaZJSUi2iKf53hdjNty1Z3E/10cTH/zj2+Z9f/u9mXaSIJpUaa3wdI2EuUDBUDVP66W4ezzJ3It9/fEw3L8/W9/vba817KfqkS4RGlA5SK2+y6iQP/aiCc3EEKeIRCJxiEoXu+CLu5ET8PRuqfNkVGjj0T0cNc/5n8+93v189QKX8IE5ghXAn1xFArcgHbWcpK8fEttN81SnzByI5sM88Whg0Q/PXBUzYgLxOD4gTLjnu3REmwJSjd9Ro/nGaNS6B9Xs0ves6UCRVmZwITrh/eVg/DBZOZSS/LWHoi7Pqy98+Zp8DAPQhh1Kv+iwtW/aYast/X89T7+S5xxCTq+l0zJ5G9xRekubvhFc9A99T39ZnX1+T8CWmH3vspollKyk0bTd5iaEIBcBDknXeJD5NIIyd3SoM33j+pM4+3fv39mo7DOClgWEb+bLxsPoVGqohYx9rH7ucZMudJNmfyO8nM1i7tOeL8upVLpAVA0fdseqY456NdyriAtuGHd+R+yDqUwSnz7MaWHw65njXV0JAe9UosVEdGjzS6O04eRzR2oX8dWu2tndJVBnXStivDeXi340w47c6dya/83j5e1k/7lErCMkMYVsE08nl/yK0aOj6fxRE/kewO/AL2279/scA/bwfOMOYALWIDMfeZ3W0UK4HhVIIRTaJGszihH1dWHE9nOqCSn1H/dp/roXzrumHU/l/wx0m6NnHV/XV3GpKxRw1Tic3cgnpJMYOHCRm+prDFN7Sc38oM6MTPkJ1EKkWnmymYokfaefhpw/Goqz9KMolX4BnmnhCk3pNUPdGnR1lp2EIQzBFU4GU2PrTMSmA38YRZbUTPiYUAZSfuiM8zn1UOvUbzZoFkpZJk++8y7GwTKgXYA1UGfpQCRnf0XZ4GchgokiBCyCps7n0+mMdx26zEN6plhQolYVRJGoC52Z+j3V5NQfbVgqqH71L6o0ZrAjPHY8va1nfGkolwuTpoOfHeS6SprJJ+7QVgd2IaXOA7W8O8DLtZA/hOiL02891NDs9QH7Y6YXMcWcLIhwbhWYOAf5tUHQTjsJu1FSzubjCsYQp4oZ55e1BJVd8L1WvtEwD+z3Uu6tvavTsmupSjHCiSw25+jfH8Ryo/k1YoV4uqflfdhYrT8nierOAVfrFqrhrhk5+AV7jOeM+F5bzLB17mML+iytdponqvDBO1aPDIYpDADxMMAwdYDSgJhTFHeFUN2/g4zjqzk4QjTm/BbJgtPp0+ExT3z+r7xDsGzmzx5Tsx4+36b0+UH4600WVVcKPQMYHzXrolj2A1xzXeGBth36tuIj6aExCp0Ao/Ehg1a6yV3+ZDfbC8UjX7t7Q+rX71KwTPSOKN2cFKYMznoYTS1UhSAB/f14jHH6sGr4UFHnRPMbDE7PKba6KJt9Q09aPNINJ+iOO8BFCtRAi5owsB3NJ63mYTh2l6MpEjuInAiUfoLJx2/Xb6wexHKb3LHyKRhNw2ps8ZqU4jP80g2sm50Gy7olQGFyGlaL+UHIGFgDPd9zR9smQRBGTt05HTiBNXd9so0qt7mkawrAWBwb8nyPr/Mry+0dzLSrrD0APShwEwsM1XFXKh6lfk2CtrR2giUERqgxxWRjC4YpDao1knO17EQxXzBlr8+XrUo5eEwOUntIdMq0kxbHkublnslI0YL9Rmrogx5bI95pe/Oajw6M1iio/Azr+p2CEupcelg0Oes7HrATyAVveYfJ4nm3UaZJfmT7wQeFHsVqY71TGP0xtAoPpqETOg1oKM4M8OH+DabiDmnVDQNzxSQI8aqtE/Gg1q/e5tmy5RRXaQ3WZ0Jt4P8oDBWG8UomeaVq3jrjjM+OZ03nmv9l/HrwENKfCFAghagHFMHxSNSZyP40c/NzJkO9xDAW84vBJZTYYAL1mOjUSkDmHlMIhh7GEsG4gghEIPY4/WCqrqTAiA+/g93CaFwPBOKHyVe4Il0V1x0KHQ7z5PNpsDQX0paqtgtt2Dd2JqIiLWEhx0hiNaMwS8/+g7EyOBn8HVGSIFNfgsYKTv4MmdgrX3TZbKHyynWwTCE8TipjE+1r8Zb7X63jzzrYeqko+ogCx8MJo7TDv2TCGEyrjM0ZORuTUsRS+yoMwONvt1UnqUAQ+J3IbVgwUiQ8w9uN1gOLmEVZ6Dy+6pi4MDtXUEhFq5hWtsuQGrBWAq4EFAScahb4LguEC/Y2L1WrTUsvNDc3pWZZIDAzq7rPUdGZ2Rvz5V/W8/5zSd+2LOmrCC+IDePxfjBb12f68nR3vWz7BIPx5V4vsDzzUqcs1NCwxkHNk5cPJdsfPmDGsvu5830Jj69FHAkyVEUi7eVjTx2Q2arVZvh0PB2Ceh08JaghKE91poRKRbRWG4PhAm2P9JtzZr0RsQ007+hdAkyfDnsPLngXzWDP3nlCJOCATxrRBLsGEIiFynr7E7v5/Ge+MP6LQok3gf4JZkAhWYhgWRVgSPdEtvJuhUCJkocDHAwiFWkjUP6KvAqPfBbI9GbzSIfrn3VPxGrdUqyuQjqZHocqBtpN6Dl+/BlxvW4V79te3C0zVvN4wGfr/OXvrMKvK743b/973/flVYvLMOdNddNfQ3d3dJaECioQgqVKKKALSIoigICGCiCIGgiCCSiiCIKWAIDXc72ftPQcGHGDwua49J+acfXY861l1r3ut4g9FnKqIP5FW6280D6QHCS8hEPhSABYtYedcd7v2LFCPxCSf0whmds7mz2868lRFlfw/YNM4dAEBteg4dEDfYT5/fUDagnqwC/wP278nRU4HP1PHhieo/uMlgGEzUfJVULPmP+qUhZZuDdKSsA7+8XFL/TanrNb2Slf/Iimq6iugVAQpHjxTCP6HQUwcUwRBdVjOw2iMGM4JRo8lFn1EfcdwjCwsD6Uzjs3Q+OQ45QcUmQctVjqsmg4ZNckDxjH+f4Qt+yJ2BY/rw5nJqk1o1uo58hOBqk2DkeP7s+yhiwe0fdF0jerYTjULVlACQuNFQLzkMMLRHtYZ1d90xQvkwkMky7SKER1ExmL/kkdIiBmkfjij9ztCu692j7KP09ysfsNmKdVYRZxaaZxN+nB0bPGVztjNfMixFx+kYevvARu+qtj07vIkNSQiV1e7NgzU8JcXqmzzBVS3jafbUielx1JvTkVdbGJXeJasfzZbKpil5NfJPL+GhlkCHultIBn8Px6hQMMY71TR6Hb65vOH02J2Gna1Z6OB2jMfSre4rJSMHTjtc9FYQxEG2lk7jjbXE2EIB2lg1/2RiLCfVOVFm4Y5jT3a1RTH+v/c4v+QPP01YGSmYxr8xdV+j8n8C1/7hqjBgw/3N/21u41eL422CawE/qcSk3u6nn4jp9+197DNhOSdW6w/PmyvLcPKaWr9ZA0rkajymFceAxFmCUYwOZAQyxQDi/bGEBpMeI6J9R51IGfUfxwVbZvZTbbIRs6/eF5nZ9HA/X+p1HwTYcuTDOXkcP2SNYdz/o77rq3MmKyyn7DnNq/OX5qkyc1iIHXGRyJ3EYxGe2FwTlrnb5058JU2zXtFYzt1Uq2C+BbkPEK91EJEoEHCrX2wbSV4TdcktEeUsYEksuomNoNraSk9RA5p4UrM4D/54buGATAP4nNk2oFljf1Hz6luFWAP1nqYiFE4+YSkyJ56fupp5bAL/9dyfLSF4Lml2P6VN9Mjm1a9qX1gTm+nxhXG6+alK85i+zXz5MUvmZjjjqpSx630r1sIencyYeD2OPdoK5gFoxLYEJQo43Sl0i46EVrNJLQK5xlNnqRgkY4a8cIPOnwkx8O455t7+c/4wyTw8CdKdTqrpIqr0GST8KNA8EZR0ovp5PQFRCgMDOk42uGRn9Hp8h+V6wsUejM2HXfUXfGO6crnnTQmimQdcfX8VJ35QpdpPJ8xdf0RUvA6xtp8pGLTqVu1OTke3IVzh7X53a6aWLegSuIPeOhx5oO3MzrtOy3bkeNX7nqT9f7iJ/rz++Fas7eqZrSNUB1PAUcwjNDZfI5ggzx4qxOVaYAT2kxh8f0o9J9MFGQkOZU5qlPjW814EczQnrt27X95dY2W14iFGQSELcm3iP+la/P0df7/PtTj1j8gOt7cQM+WSCexR0Ujq48nsJnGLTXRud+4pDP7v9Q7L76sdtW7qmBCJfpIFMI5NYZzIlXw1fpI/hk1TkxCTSgrG2CuEB4ltJgOi3e9uhs09oVftWA5ySo885tZP/W7+X7Z1MXitZtUPAkHk6KkcEKo0fgUGUVf1aJt/nt/v2O8vV/7lGniJ146rrSi87H/xyiSxvGxkX01f+BnysSSyD5smVuHITBkNVCQURdVtcoyEsNP4Wt0x+9ACGKoZ0CLOHUNVrdNsjCKtl3xqR3osdeTPhm9VKPMYvXpelwrNgJ5seTDfYbN42XM526s+NVHAypsLyVmHEBwZ7Kw9GBuYFmgLU1DmNlkAuFoirCooainqSRftiGZR2nwflKdB+/ThCmdNaFBjIo5nE4kosDeh/t+VctVFBOhfj8kIPMpq+gP/DCxHuIt7rAbcYU/Rpx2ijnww65MLX9noUb3rqx6KWRMUdPhrAJRya+qStOrOvQQkRM7SePL++f0RH3SkoIf6joCMKWC8DVCEIro8IqgRqvhpCN04e1g8W4Oj2s9BRNTDwpuAFnbEOoFZqtP6536dPlVnbMD948Tw/RCTJwewynOT7g4PaS+3vriL8c08U8u/0fv9XgC7XmI7duzH2rq0BRlWOiUgp8wq3eOH60m3cjSM1lzM67/dV47N2/Qmy91VL/qRWkkT+ABjeNFOMLC0SCUixrJcXRqQ+oHGmFuQFYGG0ZsVGulJ0xU9ZqfaOTIU1q+mXwOC5jfvLX79NwMELM2GWDt8xEdSo1rpF4DtunwPbSinf9xJvjPWfcq+/XYz8Ss3/sHpRaZiOk0TlG06y2YOF27N2b3dO48Yy6RVfPq6GEm7Xtn1WzwXlVs/hnsgmPp9tqSVRzEKm2E3a0J0awWaMXmQL0B8MGIHhEF7X7CRtVufE3PzaSP4vdcV9vpXcMM8Ze5x42fwsGu/zcO9gmy2UfYx9v4E30QiDpcgyyhILx9SyhCfM2J2nTkxvXCJu8EaVgD5YXoK+hxaCzNTCGcGAgJWTAhT1/YH0qui+RxoZdzMdbyq1u/vqE1q//W0vdvaC3Suxrt8S6qcutBwrX4RWu+vqhlX72l+SMrqgmVYBHh7eUjvBaVskNTZ911Frl+eUoHn6IbKcdo1XUmFOaslixWUs/WKKS3G5VQb/oqNAyqrrS8cLcGVYJwoApoUhpUkgnOB9FCVOBwVaSHXqe6azT66aF6s30qnLMwgAD8y5cvhaqxCVqALbGLY7JFNvtEyPEw+YA1xfyKyXP22gitaxvPbwNtCcdeJcITl7xG/boQykSrPtz4U9s/raZmEQa1IQKHtojjfGvgY9TAZCwWZr0kGioimYmUXAc7vTYbiw+FOHGRnVUAbVmj3pd6dtwFffAplYKbz6pRq5YqiC9hpasRVNnVLdJHmz6+LRFXWX2yn6+Zg7tYBNch0HevYavXQ69faRuAwhdoAfycEktOU/HKG7Xxo9yfpfk4Vmbw0uf/qGyDGU5EzMpNI8EmGaAwDLRtBBD0GJrLxKfgk6R3UwrthuOTpvLeIfwVkLSDMdH4zS9RR6a9bKzDnu25lO6qfaRCDX5TXLFFCMQLCMQA7gkOvNWiR1rSzgSCLUswHikYUovkCsA/nEoPcW+nPS9OpkG5AyAlM6LjYEcoSI55Zium0BZVabZfXYb+pieHfKHuHdZo7IgDhEGv6XmkdhKzaCvL0WmuKufq1DHcIPd8YlZ1tfPUBhDHCh75LPyjh3Qw+0rtnEYu/1wnTFkzTZGYOta/Lj8mVKXQDvrwyRFk4ifr6p/P67dNVfXrqMLajck2kyKilgD1kh8tTVY+AxRtNaglq5EnweGnkjCAnn35wGIFkmW3THsg9DiFStDvm8XOJkSuBuf7O3fjY4zLL3dU1oDkdBaUckA9oMn09dRrk07p1O/Zp1qu9qqTf3+mYb0KqjAaMQRNEQg0v2uZYnrn3UraPLeYPuhWUCOLFlY9L0VLNPM01GcEi08U5lUUj1aSGsOqGxvZXQWTp6sYfFXx+BAWcfFZ/iAkQ/36T7rtjHOIF9DwN0wtZxvGpLiL1Xg3E836Q9g4z2PvXnuVnDqdWofhiqc7UEKB2Spc9x+t3u5+5mH+fse+q3b4hAhVRyJisHUgFFacVNxTEx6q+ph6jcmFNKADUWc00wClFemntMJD6Y+4GZ+DrqnVYSLvx6L9KibaB1Ln14GRd6KxS+3flVIRzFPhJUDPh3PuzdmAp5hAmDBYUMMxnag6JAL4yNze1VU5AtgweYAUIiAxgSSZjFWDuokgBCPIyTwT6SF2bg6tJ4yL7X1CCXEzVaTo+6rc/Fd1n0MceCWQ5AOo2Zyuws1x2tWKHg6P11aAryXVbJPVrueVO1ajnL52z/d+nKAxsZTHAuO2JF8IzuyQHs9hOPuNOPvmIba3kUquzKGm+vPNYtrdpqhejCmoGv9HIVEe6hBYcYOx2YPxT6zpvEt0QEKRBFtYwDzVbH9OyxDyM6z+uRncU209tlIv94GtDwh9iLc8TnaGSsZN0VmLSPyHsXnl2yoO5Nz66gVhOsU9lqaXxj0L5uwUAvsDe3xH1w+P1oHXm2heq4JqHVeSWvqKmI/GxsFm1Dc4q1GJ5AhoRO/glOz9KBfWEA4Mo3iN9Zq7+/5+of/Qr5qZYrKdCdwGE7RE+akk7qw2mlZZBSFRS6FtWOez+gHN8rDjrW+BYbT6BS2AJRHfBE1WXxWgFl+xeJwmD5urclWWUj03loKwrkovNojqwWdVqPRgems/SwP6JSpdbp9KVDivgpX+UXrlyypW85SKVaVtXamFhGFfxDoZhfYZjEAAPjV/CniHG3EyJ9vC4e72yM+XcDDn9tGA1hXUsVqqWpagASMguEA4lByhMK1BZjc/2sJp8hhanptdGc2C3e6FviSB7pl0IuoxDiYGQrU7uRJmy5maddXYr7r5VS1NSSDmjl8SjNoKDVmp6Qse9pL5P39NF95orVrUUechSmNEx8nkOobs+MmBI/o/decjOlVccaaS9nbW2Wm1tQrodV3CpWGcW5AnC4vlaAoTEvNRWBzyNqSv9kTVr7ZN82de0m8/37lXe8XcuGWv2+s/vxsKp2sy2ClyJ0R38oTUpWYamIhJzEOPTL02EMwPRVPWZ8/C2DUJAuz77IscIPHMwpurdWjdMM3pUEODi5SAsxayZo9pKkKu8ZiMZr4Cw3D6TRjOh7qOCPIHMdFjVKzkHvV9RoKRU9+jHu+Ikmc7btP+djUPszUfchgtAdNGSjdyDQDsUp5WndJLdeibXK4i2fZrrlaXuTfhD/uN1X8ePfGotaYQqHTFsVqK7Fu15g7M8SErr6tE+29UGAh46QoTVBaMXLka81S2Eh2xMt5Q6bKrqKT8UAWKrSAaNkfJxV6kif1w8iJPsCh0xbluj+mEf5zlS5hjbZsJhAmGoylwCXBdL+nL397X4n3DNG1WSVWNSmP1NXwSwkGFnQdbOwm2jVDIwPIGY5N7WGWx4UPCrDUw9IrBg5Wa+L5atftdLzxPXJhVBxPR0RobL0/UOpJx9fJUxsxpDHy8p5LS9+nLI9muyMM8/ecbfVgdRxPKmvxh2Ox5MzSq3R4dQAqv5mo/No3P6tKFnprb16fKmEoh4JyMnMGKqExjmJ+Sn8lnUHc7/7wEG4Ifa6mSsa9qQNuv9cH8S/r1x9s/Zuu1LQQ30E5bF1ZQHZ8xnZRTIJMxLX9HfTMJB+s/jH/+OK5OGW2oacGXIERrcPRRleozK3F27jeu7dVfR17TewAx33ymip6qWko1gV7EEfc3IfDnP8yWtjxANI0nrQFkcgxUlUUOq0Zr8hjTEJAvmBtMRhOE7MMm8AKUcvWu25m4/QjQEDihy2pk7CBYxPdl/2iun69FpqsNAoZRab3SCo2GCXGoUqjJrtRyj4ZPRghZz2zY3VvP6XcZ97tq1l6tOi2+VcOOp1Wvx8+q1nSrMjKWq3zpySpGeDgt/Sl6ZQxEYHtyfEDFiWhFUCJrvTbciJNrNlleyC8U9vjIKZbzP3D+1rxF6d/ePzXvs2pqn54obz7zK6DBD0ijuWG8JneOVy+Qsq0xWQpin1uNRP5Qyj7DKHQh4RTioRg/XyvFBE9U+ULva3DL45o07Ef1nlpd3SokKCEPyb+QDOXL00/1mp2/JwW+nfj9xvX1o9QxbyFWYPaHuZcY0F1frb/7tt1vD+7/rhEvO37+Wb1KKwFjNjd/wjRGABMvGf8i+TF695FJz4fWCMC0DERA8puA5IEoIA8CEvOinm61T9tW3NSvSISZjXu1RmsnRCojjwkVBNABpTS4zJMsu7n2TO448M/f2aYC4fVB1oIDw5+IzZOurZOJLeZ6mHr6XofOzNbIl6nNBnIRDqN5eHQZGTuhERREAMGIJA8QA1VmXGojVugBwDUWwED4DS11j6tBmwt6GgFZyyKAIXBrvH/8shpWAiYCXirSCpAS6VmNxpk079J/Motf30EeodYJFSg9mxV+MCbZYJUo+4mGzcd5NoG46xIik3r7I1g6Bp1Qt36X1Ptp2k7PgPXvhSuq3fQLGsuMRrg6IezGF9WaUG9TzhUGkEhjFsGXwpdw8xJ+s+m2xnjEOUu0xYmPWRk+3KXxy4qpg6l/CmwCrb3W/5VTlSEztOLGM/rt+2Y6P6eEPq6cpi5EaSpTfZaYHw4lMPNOlR32fRAqPpBGiHkfqw3Tdxng09ZuipXYQqeYZQGPjlAH7uvDT2M70t+176nKKvg/6hTQUnkR0FYZC7L3WHROJ/d/luvzvlFKfRRyZoQiAJKGDsnxendohBY39mkYVDnF/7/CioTI2en4ShFRKGZMMMC+AJKH+fJUUnTebmpReK7G9vlYXbs0BtqQAiLUtAzmJgRqs8csz/3h3PHJm5rQdyrUoQakI0AAR1UybOs/bv7kjk/l5oW5AQvOrSdhV0rRHrQsGCuHspMy2nD2Hx1By2BoOKOJYEUntyB61Y6tFxsdRMmax0W9r+LFj6hJF2qgmaQLEJDRC79TlSKswNBYRsLgF00SrjII23Vf5eaI7vzMWQ6w61TCpkSxUksOw9yh/3XcCM0YefZfuLI7v0nymGDNx0uv6J1l1N8sztTUJTj/k4g4NfpMBQoNpJIQ6k2ofhyBgJjA1RLmS5hQuBoiPILr4Dej0BquUGT90g+7XtWgDvGqhB8RBKTCKO+jvKv1EgJDqJtBHFZbWBa76syCqvp+YGEtLpOqTpgblRCQlDxglBCSQEKHzsobCpDQIlg47BbVsfrukIDRSq3ADWdleOjg06m3NKMwvSv4DTPfAh+vo0FDHnovdiJExQBi/FxfowvHKJwCqLwcnxfh2DxnMir6bV2/MkY3vm6nYyMKamujRDULA+1Kn75Qzs1Qu5YzcASE2vW8CFO+/0EHBBduEE0uzR8J4f3Ax5pB5vXw9rUd35+/nFLjUl3w28B2kbALwqcbkNZE534xb+3hx6c/rqIupCRF/yxiTIJY8jr9apXVxM4N9SQ0nJWSKtKZtTLhUOxt+lH4SJpFJTHZE8kNUE4aFQfsInqOEhK/BinwuQqB5o1NpH6bzxnna3xUU00as/bWgRnxwkZUyzfn7gzv3vqAPcm6NCuxVKr0v6kClTYqueRT5Ds6qmrSYp0wNzA3w1ZY7HXj9R0NT1jLPn+oQp0VSi/6HMdIxpxIVoTx4joRJ4INERZ1MoFwHexbTna4+RR3CcWVIwPJwiYpMi8mA3idQEydkpiwv9hSc8ews8EIpH5AB3vqx1eKaXP/ZC2qnKxn4gorEdMjFO0QhI0eHGqUOGyOUFgUCzhGwALCdyfVbBjUk+zixO0Q+R2/cueLP/Xn9Caqx+TLgy9hpAHhgU9r3GL3SB5W89wAm7RxQbKaACw0cOLjAUmqj6o9ZUCmW8NOfA/mwCgdXN1Qi7pWgB4/SVGcm0WDvGwezKRQwIMhmFch+CGh1GCEeikqohw3NKCHSta4osWc48W71P+tn7jHk69XraMLK6zfaIkQoB7h0IpuGv0wptPtHV9FzF+ePFRFMXetpbHtrwim3efvsqzisv9z7jPtXDdBbw5vo/4VKqh+XAUa4lRXWGQ9IBt13V4Z8ZSeUogUndAGfBLVdUYAQELNSMiiaAoZF9NFT0054yTRjh+BmW8uSULMrllojt/vWhcyWVt//5IE3iq3BcTgrRAdt5VSK3+l+JI47vEdtbA7CQZzIB5ibNmPCYX/0bLPDZWsthwSuN5oCiDxhHatrZiTvY6E6I0Mtk1+14T0m09Zj5iVj/h/M/P6bn0ypYQaeXASg8hXeIgy5Z2vhiP8WsL/ybsfbTp+rZsXpumfI821cnZBDamboOY+HNhAHFfTDmz+YqL8rFQhYQ2ZTD0w0eD/9G1WteoXNByVt4Xw59l7zu5f9e0TwJL/X/ISCEQI+0mOWKAVaByznP8lt3cf5l2vb2ieVvWMUOFH0RIeQHv/l6S3B75916fclzedB/uV3TqydYgRoIy1AAAgAElEQVSmtK2pqrEQN3iAcWAqhZEnsSIio8MxoTABscKiMB9+VuAgxXi3qX71vzRpIleK8Nyle56j/+dvaOmQoYolJxGG2ZSfUHjNqOI68sl2/wce6vHkxW81sB4rJN2crH4jGMKFThUb6/zJu1ej86AFNuvkp9O0fmw39S5SjdqNShAk0KPOBySCuosohMShqzReVxOUBGq7oaxMSOmrkhlfqHl3ggNQ0vR9SRrJgrWE8z2P35p9ZKLsDjGBj6BJ1nItWk/MVPHqh6nDBlVRcKaqFeitb3ZsyP6VXD3fh1ZqOyJTdRqcVQVgPWlFARpiFkbFWF7GME6mIWwzWIfrQ9wyoQyEaWZlRDah0InXNKk8/eECjGQAHtnQDnzghF66rRFzcWCXtP/COu3+vaWmNIpXej43ghVs+Q4Ew0ONto9seb7gyjivNUjk1cE06MiqOokIy1ugJz9VnTpnNXoK7Jd7XWPt9o/u0+fkOiIeNRh2KSZjaW70xzqO2rRx12Lkvnm/vxdnanXlOIVjEllPi/jHy2vX2lyaYteP6cQXK7RsxpPq0bS4isImGIZ547HqOkcw0BomGGb6+CoCa2/G+T+J6ThfqbH7oMn/Q2OHndfHq4mqYDq4Qnf7YM8d36H+VYijA9f3sKqHUMLbpkx7Hbt0+aGF3/a94tOZqgOMO8yCItz0BO7Dm0Mn3zPs6h7JeYBwn2rnrEnq37GJ+lWtoJIgkQ0vFUldhE00l+gMiDe9MuJTWkGG3IVE2jNKL04npOo/qnHX6xrCQvDlEXfhun2G7jOTlUnfuCWiBet+CZHZPFb20apSYajmbPxDN/+5+xv3f23L1pQfM1W9yx4VrTAb/2QkPhLMf1DZOP32HKHIyl475tNtn8IfjjX/IktTXNGxjzuod6qp/LKYJvQSCJqkpNLAOXLMxt15cHbhr7LZAuhqvM/1/btpah+RTN86N8+RF47WpqkUElVO1ADyC2Ufy6DfQy2SW+CTIpqwgtVkUjUAktENuksSQrHfqnmbG5o2B5zVJzu1c3k7DaMJY374oSyPEO9tr5dWnNFmVp3dqIlf+O3ca4sTOruygjrkp0UxcO38gckqjlN2IEvA2FWux5VL3+jzRQ1VN5Z+fUZQ4GgKI44jnMtKH+oxcoEqnB9trAAresK7IiCtCUJAyhU0U5VLfa8nBl3RKkysX5glp/nlZeMmqwimmUWdrEIvjqjY5P4ztD8X9+LuA6fljF6b2gvTCV+C1TAAwagTW1pnd2Oz5HL8lXlQ5/9Yr1Uzxim9kDGSA11xIOdVHAHxkUU3TFJ8SmO4o9qTfOtHcm08HUsXqVT5zarV9JwG46BvwDRlzt4Kndt86TP1KhGn74CHbFZCwbfJVpMzKf6CZsARRoDwoYaFxacTL26BCVWk0beUsb5AAKELsA6Y1C1haUJBfsafpHPDsKYxzHS6HZbNEooTOvxGTdiwyZpS6hgMDMIXshQcPDeImHBuhwmHu2J/ptPTUtQ8n/WvM9BeCtDp0pq76GmW/1eU+VkXHRxXQu9VLqe+AZVUlSiOJ7/lMTKI7bOy0qEnLKwNK+QwyJx7wNQHrWNgIi0DcGARiBAiP1FRi9UUm3URE2UJM2k3E8pWCjuGB48N+npgnIo+alEshIIgQYvKW+hi+uBv5vSJ/TvbqF1yLAsKGDFL+nF8leMT1C0tgZqMokoK4oJ7qPcgb+GhcYknojRFQoAFAfaFhFSHMI7cjfc9VatyUG17rFb90lDJYDKFwfNqW2RwLQ1edhAIiZs4y+kY7vXe9TNf6Mkq1rDGTCc0BaWwgyq20Q2jbPwPo9+INwGGEsUh8WfC4QVUmBpIWDe4moKJ7kRiUsUm00s7rR0h0Z5knJ9U0YzFbBdVvgV1F4OoSMRKNfDkTuZ9zc4/A9kYTwJwFN8jGQxwsmPtZfp130NMvKzz+JLHfhtpFDOAvhPM3cTSa8mhkFSEf8oRCjObDN/E4uAKBOYS1Y9+R9uvLVyhuLZAW7sWUvF8tJulEXqotxFf3KIuQ/Cj75XavN8FvTpTXzdPUCGDYZMxzkfHo4xyG3Xk1r5Y3sUpnBlDTWtj/T62qhaWKqIBCGXGo3QNzQ+IL4zJQ/jTE5bGJDNtQ5iTMHCI2e8e7PWA9SrbCIQkdiQ5Jm1EIlwtdb8Ds/9d05njLfUKdRnhkLaZf+LJX0XzJh1+0Bdz/H/m75/puVqwlGPimKNtmf9iVMetmz1S1w48r9lTKumJDqlqngLyFnMoIYAwNWFRL6Rohna1zYvKDvVmwJKIhgZEGAbMxEtZqrsVIWLUHKLoa+rzKb3lON+HGVd3v6oO0YSQAQ+a6ZRMT5GPxo35F6w7t/ucM2al4kOaUR5KPUxEhmoAldjcrZxWNq2q/glwb4VAXBBsq3JtioaaoFm6wALylAoCtShQaqcKFf8aAflFdXvexMwBqFdxByHY58iTdAez1UZVCz2hPe/eEe3I1aHZejaTxbH5i67Tnlb9lOKKrieCNg5fiKQdGeyILMBfOMEGZ+N6OBWPWVEne89eP4KHrEOfttbosvSNY9UOtpJOX29sMUgLsPdyM/5keaazkqMlrhCVuny4luYWSFYYPR0CLTOcZ7IGEIfOeZiAHEBVzsHT7qSTz5XR4pLgk/KXJN9htRI4rzj/IY5A+IUCWzu0IXb8fJUpc0hjuBB72IV/2BpoplTOQrJTh19KVaX/Wd2ES/NZLGa4dvyEVP2H8eX0t7G1LQplphO5iTxp6tTwefnn7jFYc09eXqET28dpwcuN9GSvItBrFnDob6JJQIYjIB6Sn6EmJFafTajZg8lk9RP22ks4NjwC1GviPJUq96feRTDuHvfWjqf16bSGKkveKBhG8UDI0+pSsXd2z39z2C/fOKvnGwzG16kNvQ6FYgHl9EbTehzONrbvoHbZoF0vj9eGzt30TOE6KuCtRca7CdnpTtRbPwWSdpJSi4+DAtNYwpejGTYrsehc0LUDEYoOmGLNVbPSC/r53L3P6O5z97/+licDsAhr9aVuogGN58t/DmPHbPb5PFrCoB0IKiFYp6rRnOpb2sIEwX3tlgQ7PsUBnd1QXiNhnvYE1SaGzSrgm6+Mpkw0S0vkYlhM+hBzyoTjb2L8u2bFqbkT1i3P6l6XTpffaSlRogefqlmZH+riaTqhDohT16BkRVLHbMzfIYR0rZedCYdTcYewGSNfUEBdefMOVMnIeerX+LDee4OIxg+37Vb/4d8SkMODNSs9Ae1gWWpsfjLUozpxNXPvkPh3yY9c17Rmz1FGiv3P8VjWO4bM/XvzdzsJWPtN15z0f+WsLupTbVg9QhN61VfjmkVULj6Fwiuy6AEUEJH7cHih8CXCeO5oCiM3QO17wVH5wiZRtfaFpjz3m379mn3eOin//u98/OXYGtAEBCcwnUK58WFEnYZXbaULfzykB5u12y/WbVQlEmFhHEsIK29xwroH5uFJ/2uwLP2yR2tfeltVK0xSIgTHybAGJqb0Avbdh9psel+n9qPs9Ak2onOUpMYktaVlQHOlp09TG8yfJZzfD1hQuTHyzPWYjD/YgsWxfEspvfpxxRdfipaYCACQYrNIOh1FmFCY+eSaTq5WyHru+BQmHK6APPLxnlFa1L2oquWzWoP62LndyWJ+rA6vujjTf53vg9649JI2tU1VocfL4kQjFIEdVaDqGX13y3R60A7s/3z45nu6sLK5nk+hTa81iXGEguQYE8gasgTCtmEI2WAEw+hjjKQtf15S+I8PU8n4FRrR7phWzCK6c8D9PWIpOoxG+mkpWXAiTvkMJo9QJIY20ydWRpg1TCzvnMj+//z78fTBXepQuB7mHSYd2iIARHGFpK764ugDZquzq3M69Ntavf/xAC2bU1FPc80S2IcRprn8UPgTJhzkKYxZPIxVLizCuktloHnrqRj0ke1r7NIrE6/p6P6cZfr7z0erGvsMooYkGOFKx3T6ZtqE3KxO/z5ZVo3Xer5AbqgmAYMqzJVK6pWSocyjpiXujVA4Cjfo2+/R62/IepWr9KKKJnWho2lLakBakueAayqBxwTgQTwmprZUasFeKlzsW5WrfUMNe0mDcNBX/kqilxX1XosqS5o6rQY23t1oMf8hQPSFqyXIikdEAUN3oB1kscNdJ9sXATgVM8k0Q7gVbJnZ5N8QjEeSk0urWGRxkJjQpngJkYY+RyOMi+r3jXTEzpaRm1vsfO7SVu14qaQ6ovI9wfgmRJTCQl9T9Z5uwxFnZw/1Z702tIoHN4WzjpYwtG6cJ1XV4pJUE5rK4txkD1l3y6A7HFFMohASZw6hQd4G8j4+SiWj1mhwm3M0TM/UKx+MUqfG0SrE9wI9RNlCYNtOe1XrDt0+qEuc7F4iGJdNOh4wPt/7hpoWIBQLRsoELJiip4EdZ8tcxHvdwJx3+QeVjK+qWBn4ZolaeTDDHH8KIGAY5+blvMyk8jCxw8IzHCaPIBzwfIHVWDC6q1jMSnVt8au2zs/Uvj0uTOjK1dMa37+BihN1CskynaoxAQ5v25LzITzg3WundmlwaaKDHiJpmE6h+ctrSec2nKiZvy4u6vf77MMWmu8PX9G8lZ9p3tCBapMKytoq7Mh3RELDGZPQhPLa1kou0Jl2CGPghlquUhX30b2UXhfMn7aY38OZ+KsPs7hlBUTsFn3GhR7Kwld3BGDCJiQAM/YqrvBbCNwYfAmrrmuOAFCHznUzJ9s1kUwjZAkFAmJC4mgJrq89PpIflGh+CIKDPNi1OGNhnqn4E/zIYre3mgmE/fhJNmOpO8PjFbacBOXGb6M1q36SClmuI4wS0PD+qlL0JwfQ9Z8U9sHnNbNSFHF1cEkIRT4eyxerrLlvVNXmlxO1tGasuvnSVJoS0igiSNa3z6rTLNsdaiheVt1A7Pa8jxE4yNNWhYk0xSFYoWaCEfIMylddFRvu1+7sWoxzvIxQZD5IXWRe1gezeqqizxC2/A4rcgxRtEVLfnxIgeBiMnad+kG1Df2Lwx7KcRrPVVJkEZCrBaiNL4DvQes1EnlebpwHE8Ay0x5uoEWygn1o+UDKN/MOVoGIDWrXcbdG9pih1OCKCIR9Hk1DXmdorYa64E/suD+b679/bXlTDShkCqZ6MZTQZiJ+yo6502593+aIzYvcjNOA/AdjI0WFkj+gsi7S8ggkBaMRjCSngKifipYaQdehmSpR7VsVq3hRRStZsRDmUTciWKPoN7hCGswcrTzYfc8EokClv5RQ7D38E6rrYqiui2qDQFByyjE7voT5DlnC4AqCKxg+iCFuveb6PmKEyW5lHausJ4NV6mls2/1Kr0Ft63NQ4r8Pjh3b4zvO1uw7omjai/1tj8wfR2DM+Lh885JOHmmveTXI9OajDTEgs+DQZ9Wk+4X/ZK6zR11b10CDfAmYS0aJjxn1WGX16LaPWLf9+gZCY0P01/wq+qZnmhaWT1Lz2HSVQkDi8WdCCT0Gkg9xiNSI8wdBuhbAuVrHpGDzR3gvJLAunTEvafJX/y6z5AfuO/45tU/PVeJGQtgWhAlnUJFqBQfqyPH7fs355w0uXKZdvKxhC8z0pStUIrEolXBARkzjoQFb1YCjdt0cjRzSl2IbKCkj0CD4LR7OKwR7PpCFzAjVwhASJ4JlAsKCEJgPpzofmoUCIsf8wgQLBZf27Kg3b+UI/L+du8eL+nxkD6UHEjpHSwQjHBUp9/15197cff2uTy3fdV0VKk+ltqER+Q7C/5EgBAAidqzRUWWK43ck9VDB9N5kyMeqRM13aS7zkQqX3aYiZQ+qUIXLKpiB31ANDqfKvyql8DrastG6q/ABConoX5c2HizWwCyziWo9ym1dDWHOdJaZZJqB6+ZlUbktJH4BMaHADrZQp8PERwFRMCWjYdCd+HzPEfZ8lQP/QhlV/9bAscDLf85SzVkneYW7eRoBsYX213PvaMngIqrrq0COATMssg4qdpxqjr5xX16iu65XtpfHQeSWUQMqzfJgs+dnQhcNGafPNt6NIiZ8l8mbh4fr/adLa+3ARK2slqjOvnRVzwNPVF4g4OQ3jCzZddjNWTehMD8AHFbwaGxafKg+5/TG24R3sV+zK45sB3TrqTl26zbNU0NCkKFU2JlQBD1eWu27bBDrx7+GKZ1sMqArBDCu2E6yxokTl9W83iBFor1CmdTWtTUkX2VNGuGfdJk6fvA7vbFgiao2GaEmlStrPH3Mu9NtKYVaD+t3F8pNti2MDLg56I65lWV2WdjXEp4pqWu0aNY1wIbuD5u5s8NU/wPG5aMb9Ay9P0Lpsx4GB5Px/L7asIeuX3+QOv33js9wIXq+8DegP4QC/FRYNOWynOuOcXN146/ftePr7zVxxmq16zVN1Wu9RJPSN1Wi4kIVLjdHBcssgFtqtZKLbmM7QAZ8K70Wh9JXoyWkDeQj4qjYcxrEQ3NEXbxF7fzOtTv5s0wlrpPP8SXQEM6jKyTOczQJQmEQDBMKJg82dv7QqtQwV2U1ALfjgzLG25hVdxS27XYylefVFPU160M0B97+7UtyQz+f6KWXGhXGXieJ46PmOxKTJeJT1UTbHLnr2tgEyT5J7vp31stl2tUxTumPYjZhnuSnV1zzOh/p1P3ssJP7+O4mAFSv6dyyivp1bLqWloxXy+A0x1YPIorl9sPA70AonEQgTnpoKObe462pB5mqgik71arDJU1FQOwczSy4exw9fUGt2vRWPEIV6gGxy4SLztNMI2dcyPHzOZ5rtje37IKtryhRNI7Dw6IS6gPj5R2opSv+/eunkdg/TqHaLr+ni1900Ov9ilKuWkgRsA/GoiEj0CJuaNciWbZZeNc1u0KB1vjyYfIlLdO4bsc1c/YV6h8IopkJcJ+xePQrwOErOo6+tSYrjHm8d+Hk+3zj9r/sdl3Jdq7r8QdaTT5PzuJ1hKID86yGBqW10PVDh29/iWe/YV/M33tRQ17Zr2YdVqlcuTeAkEyhucwk6sAnUPvxIiFduqAmPYO5D39UImXSYLMiIslegxwIj+Bc4Raz0KsbVbKJ7+aE/NrB6xeMLJPKTFMf5uYjPgqJLKITZIXxJJdSHy+lQo/ihOJI5fFUIOnDahjODYtoi8M3kM/M5EJ/Ab7lFybPTY14HeLfLQf0+qwMdSlYksRNDexcDipmIP2Mz6rLQsNhPuxA3HZ10Ytx8YRcYSM3cydfW7Xt9rcu/Hue3GPnhmMiWnBspL57EeYLYCYWHXIr7DhfHFrr220RrEBW2mAmj/XUDiL5FJSvF01pFqhI4Z/UfQDRk4+JfnAz/eP8sbVqVYp+GoQ6LSwcALVn7aKjtQ1Nmu3++z/uPKJQc/TDUBp6eul6FUnhBnK9LZsfCtNhavH3tM2vKPx7+tfObVnap63vv6xFTzXT2J6lVJ4kYQQOugct4QqFPbKhQZwseoTVZmRwzC0VEzRCZdM3weR+TJtXsQDkpOY46jHtp7GAQDQXSeTLU15Nkyvp1BGLCT942C7/znbcHxCFqDv6morXXAgpGaDQfDW09pnn77kjk9e99Jlevumwhk1co3oNJ6tAwQH4H72AlgDhsCKn2LZsTdAUIGEppIowxxqzyWfRJoQi3Ca7TXzn0bSF+9wViiwtwXuOUCAot4TCWuMmRhXQ6s4F9GOPdL2RWki1Yb+IfxzoBUjJQOqyjcPI46vMBaqCnV9b+R8fQHhwBnyfPVlhi1PPbD4JGJ8IaGyiVqp0m5tah5mQbT7d8+Tv/Mde/T6eKNP/U0iPmxNLFjsxbIym9mViPfzOdOP8JA0rGY5dbSFdl+28EJDx2vnSFPd/OLa0JAsIxhYndGmRGg8Z6VDgJsEhjRWc9ykInVeqWu0zGjhGenOt9OqkfqpIljgUzRpk5g7h52ee+jSr5uTOM7FXNicu8Scnef6F61O/1asQtgEDIYTtQEG8A9Si/gmdMdcp14MFAxTvwCUdaNVrtecmGEb9AyyG4EMQZl5+Cz6Y0x0BPAPfIAzKSE94Hc69C1Ca6WpUarcmjszUZx/c1LXf3B/e9dtWtS3Ulv2A27KoExn3Oe3bcS70RczM9cE5HzzFNRhKlq3sEONh+ljRRfvBZ9VY3y1ak6sd2XXcfvy0qrVcQFFTN0praUkMw0dEdH18CNMSBj/Bqaai0PEjTEtwvuEsBI6WcHwKm/zua79wOI62Y1KZ8BB9MuYKyxrn+V91VW85mZPdyE8vAE/QUefGl9Kn1dM0lu47hf6PCYADl5dojjWBNwZy6ysdDK4pMKAA/KusQCFEJ1DRob4WJIq2q1hHYBi5Ot07P3Tz9EQtaWBlokZfY+QEpVSj0Fj9tDq38Y3s+7uuXz/qrk6xcWg/olhWQAXpwQstiun3JeX0GTXMS+sVVntfqmKtBBXYfCCrYRDOZKgjICS+YMcIDuyCgIyjGSRdf+i8Go6GcfrdEXXy5GuiyWv8Oezsv/3g52u3/0mfh4EENwh1wsARSrQk2jtH78x98Hdz+sRL71NcE0/DSbSgRbC8hGRL4l91SiAQAQ4thnZrgWg446MKxbzwUljkBSznIRkX4KlPyzV62gXTNCftTT3T/0d1a9lXyUBuvHAkhfD5ogQAfl48Jaefvu971lv7hS10EupK2JRIUkrZM/KlTULgntHVX0/f97vOqpIlgB8Q8clospcM/1MIhQH9jOUPZ900A2WmPjLXPhrZuxlr0wjmXNsjppN/4jtCYcJh/3Pfd5zurM8+EgJQLZiTjot+F6rH7Mdmqhnz4/wEqACb6tAzGZpdqpA6MbFKA9/wQCvj+CKESq3UNJiVKJiEWLCHi42d6PW+jK13VtX74INsIFCEQ3cBUbe93ndkHtLvb5XBiUwlzGimDXmIPI01pQ/CeuWB3/73rv/errdaQrxAkY4JRJ7AFKDetfTbN7v4LE6D4VJvbtOFbf30fo/q6gdSuA6Z3yL4MB4EPcCL9nBWcBMOVl0cdicnYhoCwQj1UnAUQHehpyCBw4B2o/b/PoycQnB2Nk+M3wFpWROcYwMKYnr6Gqha+gc6cTiHfWR7KxN7zLbs4xL+Rutm0zDDOC5yHfl5LENU7MNpLXTw51E69XY7reBavFAQLJr5H/nKgv3CEmCyhzjCYZOKPAhbAEIagGkTGlQRgWCSMdHsOhShxvurg7uz/2yunv/A/e886iaRpOOKK/KNItNX07P7Oa3s8Vauvm8fMoO475JMla31CXQ6TztC4S8vNVPJNq9thKi9+GYmDG5yznWoTQhMMBzhsMiTPSdC57zHa1dI0BReIM2e8Ol6Yggz9p7DLLsDJCmmKXNlbe1skqzR9L9Ot8yyY6e7sfogVqVgjxEZ4KCHQ49JIXt0JP0FEo/AtEB28lVY4L6HfpHJk5MpYSJzec8wLawMmJAEWwD7C0CTpXjGaOdnOX/jnofs/8exWZqYnKQ8ZMUt653nsRQ1qr1YZsv/e5zQ34fGa/2iAnq7Y5RGFkxSMRz9CFjSQ4PIfVj2HM0QQpTIuqGGoC2tLNXj60pDmT0UylxXd9aQD7hUBnm5Y+Qgzz/hbFWo8TqoU/rDgZ4NRVPERnbRiFHHZGFb/zBHFRDwHWboTd6zLfv4+Og/qlKeqGGoJWJLgFAuquopFfTH2cNZH0Nq9Dllbyt0dE53rWpTS70xA8sDTYnJWwEBQTsiEF60hgmBrZ5u2NKc1fJMGrBYYY1Vq+WfWrgJZ/hq9l+///MN/LvLe1dUtulysE7PKzhulJpG99WVHV/c/4vZ/muMjbUn3FSJpruUXG4UznVrzPRarmaIMFOpnDvBbaKj5V3N4BcINAKhaQNimvnkbq6A+J87QoKgPBLm60NN7nEtIqCRu4HIX1yk82tqa0SRZKVBrRnsRK8MxWp5AZqnhxG+C28kL+2TwuP7Qn0+Qynlf1J6xT9UqAYUh8+Co38dVCPXI8t0zfrpMzqxsqZ60rglDFKCQFbjgHwN1Lz+/odwsLOfxSX9/nYHtYLDKg9hWeuJHfRYQ814AUP+PuPAH9t06s9RgP+f18/Pt9eyNjAMJiZk4bCgu3EiV270KhRNYn6Wx9sI6PgQjptS24S9qt8CtuulhG7BYf2B6ud+3rkQ8N6ba+jxjPkQziISZg62DwKB+JWa96V7cBf4zA9MvNVf3wR2n6klnzKlyYPYEnX3MJkbNXsbjRybkoAFDmJh2bzpGtniSYe39e7Pu6+P6ub3c3RsRn1tbVFKT8YUI8RLfgOoe5hNMltNzSm9JRwmJAhOfux5FoGMOix0r4BW2+fWgeT8G+67b5DMKoY2Tav3p+LKzIChsbOm1x6IursNsbnf9y2L3eE1wH51Mb3KnQEBC9tfcn9YDkEu4I9ZmwLXVHIdZ2eiIwRmHhlzu8PebsJgkbhswuEk7UzYLZSdpUkeCQ3qp8Tq/+gTfvThxmc6tamShhYj40r0JQgb1rLJQQiFL6SyEkItk9gCYmEYH9IInRWcAys1sOPC9BtL2yRfJH0CUn5TxWY4X1zYDTukIz+9r73jCqoVRf8BQZYV5wZQJ951xA3517pcH+PNf7R75XT1K11CUQ6TIMk8hDcsZJo2bb/PXphdR1lMD99STPbkCx3Z0VNty+Fcc64mFK5gEK1iIQjxYFrhnFsPujBs21BvC0o+l4OcBZiW8oeqNbisbuOkqUz2TSzWzGv9hKHct98mmpq0wNSsyvew61lIUpO3692PWcx/ztSMlyAIXi7NXXBDI8f/qZefvqxnelzWrGWu5sh+FmfJJz89dAjQdMxh0LBBRNOSqLBbv2Rl9o85z03B3KlkbJFgVdy3UGuebK/JlcorlXOybLkrFP4V1YQEjcH7Xo41NHQuwvyj4tLOq3ZvuFw3YmljkeZkQj77rsgpnAek97UiUt7E5+ml90fP+tex5fSG3ftBs3HOK9DEscxR5pCB/caTBe+HY92cY6KvHtfeEpgmDI6fYBrBhAIhcDc7Zlc4/H6E806fTDsAACAASURBVL4JQ1bI2jWtzNEO/lB1n3xQHXZOh8p7x6docs1EOg2BECWDbOZTCLH24gXLqlW5ivSPbqLY8F7YzDhFcWTK4wYpLKY3GqQzppVNhu7kQF5DoGYRIYC8Kp4YOAIR5ewLhxDHPTFqllZ/8+CV6M4jvKarh17WzJrYwAQFnOgL9nUgXFUFIzZp8493fvpfr5gx1++cNXwERtz59VQEn8QhnMaEMvIC69UXTnFRoIcEmuOYE6EjpOo1tHFEd8e0Cgp6Br9jFYzgR1WyptSORaDHR6fUslk7xYaAXwKG4DVoc1Q7Va31pT5BGR/68Sd1q/SFnnv+hn7ceV3vv3tcm9/7VaumrGf1P6S12SIYdqi7D+1W4xI0c4eEzaAdwcA6qhdpry0nLCh65/jXqd3xb6T23Cfq3rAu+7IV1BUMa00ciFY0eIk3wkwsAHbQWkbEEr6OeobPfa/IQjdVsLHbW86IPfaxK//o0PaGvHFvMw8G0CqhizJCe+jIB1/7/33PRzvWV825bnCFHMU2TPFZ9L8bxe/2dOaQD1Z5LwuKqyls4ruC4WoD0wy2uQLiTv4sTZHlWziC4v+ME6WyPEXUeb1MMu7hxzWdX99DT6QlwU5uYVOyughEdERb1Ws5gOYuXTW4UyPVLd1Y9co0UQEoUFJ8DZUQRKbRQ3gP5GIYxfBhPhxzM2tIIlpYOJ+VcdpEtugWUPbYQkc1Cb/OopMW38GiyMWglnnPOM2rV0glSM4FEb0ypGhA3jp6ufF+nUJj339i5PQTx7VzaHmlAfozphPTED6045gnK2pah8oQPKMxjVSNyejxMmnwD0xreJ3NwtT4bt4u+CbTMLE20DZghuJh1g7HyTXUqTea2gN6gHcfeVpb+fnd3+yml/l0DXv5qo5w1l/+QVzwwg1tOve5Fq5eqIl9LutnS0kzfsbhfmL2CpWiUXooWsJqM4LzV1TfviuF+/afxtihI+QLAp2AUBgQMY3VtI6nCOYyLCYQIISixcNg2vNF10UoCIfGDoYO510y1bsUX+xvxZSE3KwRzSaxQkcMv6jiCcsBAPYH69SCuVJXwyoNQN3lpFPuPNyfuVFd5sNsXvVnai8gukgkLxHTGoFAQ8A24iNr7cMfM6Hwm0xhnL/BW0wg/I+OsGS9d0tgzJxyNhMki1DZI5oivvQNrTN9/tDjqE7PqqIWaIkAwrTBJMDyhdZQgyLLtfzZi5r61jEtmvuGejw7RR3Gd1PtSlXUslKGJlSD5ToRMyMAtkAoOAMA8VkbYovq3KqXMPwPQuEJw170UCxSIFMtMT/eIcadffW59yEjOjsGaHRimiIMm8QEzkNisk50d520Gsj/MK7+OV0vlU6E4QSBINRp5GhFYLDe9TMXj4jZyY0LtHJwT3UoTqMVarU9LBA+TKowg70Q3g1DG4SZQ+3DTMKHCCUCFuqjoMuEgmSTF1hMdOwEVWiCqYD59MyCY3pq+jaNeTlTaw5Rdsv8mY1jsgArZ/z6j9Wu0Uaa0Lgnsv3kdfrFTWBBMt+ECjsczfC8jfTqFIvXMGwFeIhV4NDRa2pa6nk0IbAO/AlDOtQvUE4nP5qoDa+NVfv6DVQzoZySKF32kOz0wuDui4aBD3MmKnmS4tIXQqT2FpN2Jib1DL7/HILTgfApwRcEKCh/JfXvSkTiAcP8pHlom4aj8SXokppQHEhOIgVDZK59hIhNIGxRsUiT61ibIJgmMM2QZTY55lF2beEKy20hMWEws8rMLvseQlGmu1v4/4Djy+HfX+u7fiVVnMiFlTqG4mzmy99WE4bvdLzKNT/B1PDOdQ3qwk1+kQkzfKK+WjFTh4+O0I/v99GMjMrqHpmiBjSDTIJmMgD8lVtAZI47QmGmWJgltDBDPKPxBVZAZvCrauKDTHwTK//rTP34OYRm71/XSlT11j2uNjF39vLeV/Rh92RVzU9YEqEzUGBe2DoGdcRT/U/jin5f11jtvMYRRTCBBSAgbxP16HL8TueZmXfz5H5tWziLvhfAXDCvgokARTr5AlZXJlGQc60QEjSkMX14yIGEce28doOj4VSKnQPO5zdVaQlGCH9i4fFMrSN6PGkJ5MJzrumJ/ofUqNkCtS8zUQeWuQGDpZszlVx2BhOTkG44Za1cuwqpg2BEQYUwbhDNuHkldyduHtSYF2nm7mnOcZkpyMTH+R7Zdfitcz1/7Rcd+X613pk+RZ0bUG6aUIvkH9owjO/E9KKstD/ZZSZvLIIC6M9W9PBIwHmWXCOnEBpCD7uMT7Vqn6v973Vk65CKZpx3mT6UrdY5glBMgTkcJx+hcBrO4GD7zJdgdTcn+5YGcATDLwiuuWT+w21Typ38TjgW7eH3MRxtEYH51Hb83RGgex3ine9f/XmyphUvTVUXq1M0vDr0I45OWaL3WM1tHIQmeuE7P2vMkN/04RJWrD/cG+T+l2Xr4je68tVo/TS/mpZWS1MBGjwaFaXbxw5HltU9AKc9iByK08suAh+Elrae8ImOCZIct1hVio9R+cThSglfojLl/9IwLuAxu3Vnlmtl18J0YTIthoMNNikibwtNHH/xwXkS9wDv+rtRW/qkKfV/LiwkCLxTfPDzWvXOXR/L9vLaX79p7bhXNKjVE6rQspaqFU5Xs6RUVaDCLsJIyTBzwrxEeewRjeIl8RSOCRUJEVhcwVHgzNapVG3yDlMps1xBz4XnT6p+029Us+OH+CJj9MVUVoarl2QeQ6fR/ygxeT4TpSE2P6tm/nIa0H2JA/d3Dslmei41xe+szHUbzSGZ2ACtY/Q8tP0NqKfVi5nBOYwr185p+9efavzkV9SyYV+VpX9dbGhz7hlExkZTacx8llyzpJqz4YuYPxK+QLFF+K3hOOjbWeQ4EYvQ+cf3POm2mex3K5J95TOVWPwEFsMi/Akg4TFuJZ0JhINtcoTC1Q5uXbvffPJrDfuf//9Z72WZTUY252xmPkW4wvXIk1vcFJb/YHL3+LP2TaiPjWnqH0pFul4mpE9XhR5X9F3WinQeO/j43gv6dB0rt92Ue46TpED6aWBqEmrVQIkmEJhT5CfiHgezE2DsIrYCNsKGtRtF5hfISTBJx0AK5D2+xuBenqDU8XUVL39JM1lVD2V+oEW9IHWGczYALWFRp+SoYVpFhOs/jUsz9XrVWEXkQVAN6xSQoQaVPtK5B5vE/NxN7fz+sH7cv0wn9z6txdPLqEK0qwndcG4WxNvyAlEw2UEGHJsKuwex/MTCa5VU7LAKV9yvolVWq0D5lSpRZ4NqNB+jNcd/d07lG+KzlQfvBCnah5uK34IGCgusr5eXHP5Pp7rq0zMqmDSM+wrWiWMKhNGxRdGndfq37Itazrv+++pZ/fzlV1o46XU1rDkQzW6awTLNbt7Dn2AzguMItGJk9GI0yjlFl5AKohmbz0IzYmGsxyLtRDi7RAdqJKoTtSr+BYngWWCdRuBP4GCbGYbJ6QqFTWTXBHLCqs7Kz+tbmiGbSeWYSCYUbLd8CVdTOFE280sQjEeqvECX01MPdmBtofEvNtdPzNO7jVGBOMxhcZ3BsE8kw/iHBo+5qyzSvnAfgbiBerT0//nv+2lYerLTfMWyxYGspEm0sVrQvpCGFGFVhlDBF8TFRe2ag+dMJi/5AfhQDY/lxTb3+VrjvK5WYqEdEHE1xOlMA7Dn+ibBRLPSCn6kD/ffdXw539u73r2oU8s7qglsh/nMpAM/FJynhUY8S+zxP4zN1+arbfVU+agRD3UQrOa0srLBtxUO+NIcyMgkrml6D2qZaYRS+CV6LMDBVWy08zqGWoH4tFWq/TR5DqJyw9AixSsfoTfEs/glmCZcl+KhQ7Ruo/9u5f4gL/HR3rSiio3qyr5IwCIUYWid4T1zn3X2/9rf58/rtTnLqairnzV5WdUtnOs4xKYtajPBofCPp6gtcS0din6CIVBKrkHYtRaCUPIqSNiTzK091HO/CSScGomY9nyPhitO4RB1EmgxVyCyTCDHkUYjOJPfbz75hcKEwW8q8Z5fQByBuq0lTDgeSS0F9+bbdDo9cW80q39uM3/d8f10jSkI1094S9RZH5oRvggi9pg+2eD/QO4ebyIw14iPnFvbVO3xKcxhN7Mib96K6tfoFSR1sw5upwlK86pqWIUWXrTpSrTMsk1OTBiDlQSFUYVmAuIICTF6wy7ltUy7CYQ58GyAF1OLn5a1iVj57U19y2qU+7FGH7VLUsqjJYA+WMa+FPbzGH20Mfd78H8S016jd85T8yLpRHA4D0K41tG1UoFWerJ7cwIR1SifraE0yOHijD4+uYuiUvvSvJBCf2qXI5PbkgwlDBr9AnifX4nM0QI3bSsJv4VEdkaiSWmfBjSld9uF1Dr4fzX3jwdA7FWpsYpJ194RsBBfhpKJAL67itXkP4wtX1/FDCSKZZy4EXC4kin3wCnmhUYpDLPY8TNi2qEdDfEK71PqJ8DBPwXstwZBWYgWGYk2sYgVPkpsF/yTFhwbBNAkOi3i5DJzZOUeHIEwAXA3NzdBSNnRGLfzE/4Ik5PoQwBcoTJtYyDCLPMpLuk3pZe+osqt4fZ/lSjHAaC6XNAzd10E/7qTSWD0l3d6qDU2ZwgRhcgkKNsT56h91390wP+hu75735f/bNdHnTLAGhlK1VZN4OfeJ7R5s/utPduv6oU1u7Tp4jx9/HEz9aldSKUxsRJxoNMBp0Xlpfw0wLQLkwwtE4pzG0rINNRMMAQilDCix9OQi7tblRqdVqOmf2rOR7c140kM2Quuv5rjYWZSYjujaCJZXHOwOcYAmrKU3ajduTKd7tzlXpIfLcYOp/4BSk0PsHMc7XAg8aNH7SILckbnj+3UyjUT1GZgUxUrCuOerxn4IIQDAQmnB4SPbLUP3y08CmQoFPkRscNp39UF7dKSSdec1Q++rHwZqtxtp1ZzTg97iMu+ga2vyMsIREPMCACCaOzGBZ7Qpd8eXsJsKgxfIIi0TWDxB9FiHhK6vWtP1tKF29Su91SlQpgW6W1KBAtuYWhoIhOGwlOLRojthhbpjBC0RvjNqbYNZ900BDmJcAIAt0wnW/2zCYRrNpkQEDL3m0k8OkJiUSZ7btoBH8MViCzNwgLlF4xHrPN8dCytXsNX8XhdhVFdVfoRX2ahXoG3Y7mB7Jfkiy/fVr+GGUoLJqMJU0I4349K3K3xTLQ9fNZwOrlOjt+8pI3Tu6gyeKJQboAxVphTXbHy5/qKm2ps2Z9tInnzEqG5L3E9jv2uD1YO0uLZhfRkpQJ6uUaC5laNV38c2Awc9VDCrw7zN4Jgj+a0G2jPQqBh3iZko6ko9M6hW89JdR1ED/D1ZIyXXtWGe2qOY/pjNv7D40bCTObaNMWjdTVjpK35Dz/e239dZao+o0g0XKiXKJG3pgrGjtH8rOCEf4/7bv6oxdsWa/j4p9W6bVuVK15HCV7Yv0OtaScmEsBBm7g+6CDDYxuwEvOa6JWXld3ro6Yg8mvaHUgU6WnFD/e2APy/Z49nMQO6jaciLmYs+6ZyErvfm7+MxnZflP1juX7+2WVCqc/dhA5zIXOkPfuj33dIP327Ah+SYQyBI1fu1YhJb2vWE+PVrHBbzgMhsHOi21BElLXgyhICBNRCr6YdfOFoHAITbrTJJrYJhTvRb2kFExIEwG9G+YXGjTKZCXVbIOy5G3VCS0SYYJQH+2SrglUrxYBRoiIrJvF1+IUmot73QVCbqeYIyChCg3v+dq/HwUX9VZpa3aAwvmf0IfETlFrojF7kxp5FGr68Zr1zbvsf7rfu/HseH/EM+9v97VY1KVUN5jbCk8S6w8DFe0OG6qVhl/UPN+lv9rVq52V99e6vmjQcZvKB13X4q+P6atV87d86El8Eh+jMOB3d01ybn09TQwQhyPhcQe76+aGCHOgJdQSEUa1eIYwQaGhoR5z6eZR/Uvdb4Zg6DoGocCMrqxnVd4yP9XmXFKX8D9MJLWHsfxVJsP1A1Plhxk/HoR9ldRm4/JQKg9fxeihQwhcKDWmgkhU/0Nunc97bTV3RX9cP67sDG/XK7OHq0qK2GhYrrTLkQGLIhIdZApTN7H/D/4T5QXDeDvzGGlbm36G2Z5Hrhu+xBAE5AnyFRSunsfMX+s1V20Vx2AD2B0wcLVY4rJW2fvxrTh9/4HsLOOdyHW8oofR7NKLszXxprjYVPtC1bCEmLPasBTeTVmuvgdlCE5LHsJptn1MoRMTKhICImkt3aWFXJi65BDdq5PoJt/0De+0Kgz/86jNCOdMmpiWynGtXKPzCYSYTQmKRpwj38ZGwoBpEaFBfUIF4gTAbBsdJxkAE7A0bR1Z5ORf+gEpWP68+fT/Q0BZVgV5X5SQtGtSTEOAKDRqIs2y6mgv+LSv8elaJe43rGAo/zrxGFIYs7Ir3lFGRtrCsfGFABjx0rSxUYLF++NH9ttGdfvxDpv66/Lc+XPW9xr58zglBHvlKOoLA3B5XuLhvasOUdFXAIQ5AMKzs1BKCYQABQ/PQRJH8QhB+h63QFn83AJ7HVxPtAuFx3vGKCftQ9Sqc10AEZP3X4J8QkO8391HrKGAd2P/BoE4DHoefqevtEJbNr3vMsduHxrOlLCrlekilm2xRfHxLRzhDCcdGYDq16X30FmXLHV/614ubNEM8pN+OrdTG9/qpWjWcTCJwlhQ0qLQJhJExGxzDiAx8Zns7tfavYJ58xb26IHiVVaELLBgrwWAhpMzbW+ODg/+oXMZMIDgIFKZOEJRHneklnivKWRaw7BfiCi/H7iOj3fGSYouuwPQbyjE8oVeezlnANv8EI0f5HWg+HGm0nlMbwXn5EHTjarrTVMoSBCa7O+HttU38LP/BJr4JhmmPrPf9gEBHqzgOdjZN4QiCXygIdlj06dUi5Wi0UgGirCrwCJGAwwEKBksfaiA1zA6vhUNJywfnaw3suioJOmAZljvwomLDOrGi7NYTmDj+seZ16ZVD/was+f/vxH+OXdJ2oiZN2sxXchohXaqnfHTC9MY9qaYdT9+qYLvBxT7NrCMlps82fKWBfS/qZYICFve5dtdsvHjpuN6bUUp1PdRhgEeyho7Ws69UUqJGlotTBw99MgipWrVcsIdiKCalObo2mWwSmQMYBDgyMO9cxUR8QyvcZfT6g7LSHHb8HIuKhecFbv3uHdKYfS7cPsW7nv1BDL7508corp+EdmUB4vcCPaVUzDtKW7Zgct71+Qe9vIxZ2XMWTQ6p7/CQDLRKQaPbjDSaH+okAjnHUNMchHh9UZhXka2YIE8iRO+y0B0kUnVd0C6pQn9MmLWgXAlAdJ4IQ0ahRdyHtgolnxBHsGPumFUPOpQ7/m+yYQM3UK3fgJisQaZii63mvvZXdCj8Wu9iM2Ub9mrtdVDTL0pxxXdjdXTlWLOccstBcG9c55dV3XwAZ7JnTX4zkW4Jg/89e3SFwv2s/7l9P+u5IxS8ztIK7qMrJK42sk5Gh2cAieijLc3L6ZWiJWj0WELRj5aiASQMfx6rQTYHlvAhCbBQDwU3HgBnHjLYCEZYGCebcFl0btVI8gPvIwxvbQPViYo8woW53/jk0xOqVvYFVgdsyXgaCaZR4ZW2Ui/OvfNbXDNdv3hTK17ZqV79jmvqUkyAnGbR7+9pZi2y47Tacik2wSFRk9G0Rm8d2d9fFz+ooZmF0tQ0opDKkmFODKBmGbLjIJz7EATEY1AMe2SChYRSi8z/ney1c974KtSxhwDse27rw4d1LWjRZsLHNHXvxE2r6whjSL6SalTzbf1w5zy58+Tv8cro7Ov0ogkjkTejsQnmmJMINIxpVkpTO1ZQz9QiSidwEWGUNE5Fn8E1sAAiyC5HdGeCTMG32sIK/Id8SdehmPyLBvSf458AzIzugUatrrIQlZ3c/+M9jiDnt/1CsRiClUpopJTKFxRNQ/ew2CdVOvkD/cAc8Q9b09bwpxMJ0DKtYAgvS+FRfH+0m9VHmMmErW8T2SYxj47fYEJBvbmjCVgE3Oe8xtdzNhMSe+4Ij/3/9vNb33cc7CyTiX07/kRW1MkX4QrhI+5BYu9cBwJBT7nrHwzQtz1q6uUkWCJopRUEhcrjOLDWQ9sQsCE4icGUY4aSuPOG9yNKsAUa9dOKKXRFhcpTb/wsPsjn/6bctIvgH2a6vzdno2pUhEuUUFs4HKNxhUepTJ29Grc7By1DgfM+VP50TK5vzTTLvjPbKXdj59p+6lsYJnGIDhwclYceETDodWq9T8cwwxyc7dE3dHh6Dc3uUkiTaiRrVHqqSpMviCCyFEQ42PwGo6vx4PgbAtYeLZplRUWhMBJ6AqarQAtpwl4g0vjaVnOcm7H9LDe+CbF2b20mMTysmHEReauq39QDItf/0ON9fr9ghflMHCvmwr9DyxWJb06oeSP7+kkXD7+tlTPbqHPjDBWKKqwYzs8biAB5DGeF9kc4vEYUFgVZcuQUXo9Fo3RmMrZkQ5ORCwonFDr3q5sYuw83zE/oz8JRqsNlJZbfRhj5TQRzsp5++sgdO9rCPWnHAlcZf6dw9bMk6JYDDxmEpqjDpDYsU5ZQ2OR3TKGsCe5MdHfy3zKfTFAcwbBH2+w7Jkg8Z3O0hONcu36F61NkOdiO5jBN4Sdfxny640hvvcD2O/S6fhpfW5NKFlC7kFQVA4+UzzBJwCaMbjLEww3xtsL+7M2JDGGbxEX+EFPosAqUvakm2OYvvI72YLEhN3hrXMT6P3xkh9YPGKEMMDK+BEBkBZ5RUqkFqtf8qga+j+K6605cwPjd8RGOOfvK/q/bc/IXLRtSXiVC0jk+QrGUYlr0KdHbXM/1PHSX1sLLP7pcF9/trYvf9tCGESU1q1Ky+kYXUAU4ZuMA/DkARUjHDL1rIV0nzIt2CQvrquhoFoASJJUKXlKN7iwA61z7nHl/zzF9R6YKVnyRwhzLxhN1QvhSvc9qEZyP/9zzWzn/w1bj4QsuERSZjp9ATzr8sVCc2Iyqa3TU/LqsYXs+eO0Lbdg2TaMn9lCjehAix0CPCo4pKJASVLRBCBlwH8wrtnnDa7JZXQI+ConTMM+zSiwitZ9MOTGBBdNOuRnbOCFbGAtUuoHptF5hCc+pWNxK7d5++9u4G+qyWspojYlV7TI0reRaCrxIDsbmEi2SEQqHxO3WREer23MWLHfSg3TgtfOeoz34X5ZgOIJgn3UEyYTCnruC5dc69uhurtlkAugWKOFToDXuIRT+EyAscnKZbn71vF5vg2p53BqwAMOgLiE4lJpdQGABIY1ptAIQLJI4ejRlmbHUzsa8yYXezuuLii8P0+DzaIYvCMPhDHx2+G999c1mzRo0VOUSB8qbNFQxhV9UatntGjLDbQy5xQnHZh0D9tO3G8ifzCN68i0hYr8k8Oh/unP7LPUtl0Tvb2AilpuwCcxqkYIt+/lcdpbTuM6OnfEJSuRFXVzZTAcnFNPLdRJVFG3jQE0QDDcBCKjQkoS+lqyqJMnC2jNpxuI8HpIvETOhhdRgChBpdrUIW4lF8NYw/6frlOu0vprAjabklAhYSGBFtWn4oX7L/sFb37j/k11Mukr9/yBhN5IFCQZwfJRg3/Pq/yyOyz3HdZox7teWnUs0flRv9a5eT/WjyqpAfhcRYKWwXgeYmOVjWXQnnDqF0Nn4W+cVXoxAwSQAiusptUX6zRzMadiC9eoRjq/rDQCK3ygqfYGCfOM0vCGRkavuN85y00ZhlJRty3WrCGar5AawXtOACj1F5AsnnwCBKxSs5M7ENwFgYyGxR3fy2wJl99h9787/2WdcoXC1BwLgf+0XkCyhcB1vBMIx0+yczdG+qztqTifqvndYX/QpofTHaI3rCIWFJ8soI7qMurL6FXi8NuaV3RyAYFH4CDHdiE1TWETMO9xnobYN9B37UdUqY0OOkqatW6e3uvVUiUicvwJgfEovUsnaJzX/S9d0OsOqtD9rxp86iDOGn3KWm2HMdifvuvfnz57UlB7NVTYiDU4qtyrOchOJ8P+kpE3Xui/9onPvs3P/gyOkH/T3uZf0YdcCKgi7YACawkwxh7AZJpN8QE3y4HsEEe3xhBMciBiB+fEN20UK8UWRDTCF2iAEXsLHQrOtYva8fvmGmvXYpiTfQISKIAbOY0y+Tpq38E905sOPBVyj5Ap7nWIdb1QTrjWLUcxnenNJbvd1XTev/qJLu1frw5G9oMMhYoXAh2HS2UJiE89jpks4dn0ErbzChysqcidgTykCzUFzIjVaDJcrx/Ee6w3uw61hiurJ94mytbispJLLsAKGAyYcpK0z9jif+Zu/07iftXuhOctYBd069jsVVARmXHwnTDhLQMJQ6fh3diw2+U0gTDBKZGkKE4Y737f/mxZxhMcvOAiRCZBDBJelTdzaCtdsMl/C0RCOlkAwIkwoiNqxPXLrjO7z5PLOcRoZT/86VuJAx3zC6YbqcPDzrbV3fT1t6lhRPUiuVAiGWzW4KSZCCxJMhB6xT8PCyT3wGB6BqRRBdtM3iygIfkQkTlXycEdLpJTdrEqdMrWHie8ffzCXv2Il/QjnzIB8e665/8lEYPya/MqVTK2bB2yibDloZ6xGHKGAUMCD31OgaDNVJ/O8Lpva9u/7/o/fa8+AdKVDg2Nw9gD2GQsjxojiCXohIUUN/6+ooiCLy0s7q/yQM3jCSQhGzWGSriTxtBy4+HZs9wsKL4rzSISnUJOjSsU89IW35qbRAJPFpETKNB3BQn3YcYMvPL3wMnigZRQl9UBT2O8/rXKljutHTMuHHRfxP5o3gRkebJjHVl0mj4fJFQBTSwDUmEEGabe+2lROhkcsx3+khDjpmuLQHPHVMH0G0STlNdr0Iggrfpbm/ES7LkzKAjX+UUKphQqmPr9p3BO68oN7snP3YzI9AVarySVq9pdwHs8ScRqI/9IlSyDMdCLRSvDDWf2zhMG0gof7GuZsWUJi/2PzmAZxtttCccu0cgTEhMOvOcyMyr6ZlmBzDBp8bAAAIABJREFU/A0TCFcwciEUR/XzzOpqwMTIj0CEcID5iWrUrbZF+wyiadXTmR/owuf9tHlcHY2qWA2WhhoqHgSNIY5uIEmmIB8nG0FiBipNH0hXH+WIYYRfw+lzFlPkVaWV36+KPagZOOI2dPQHl5ZtAtu/mWaUn+EG8DPZh62ymzed0XMjnoTljnApznAwjrGFT6MACBYo+KzGtt2tS6eyf+vBzy+fmKgZpWPlRVNYF6bHAgqpfnJ5XYPlQwcn6p+ZjfR1i1KaEFtCVf/HRXy8Hs55V/I8HdhIaPo4T99sIjmbWQSWAUqchIbozOJALsaLPwFlTFKFj0QZyEOPHzFBqvT5EyjEJK5nCwQCvt6AFzSsl4nLw48vfzqv0qUHIRAW0rVcTBkVJcn1fN1a6l6+uioQbQynb0mIhyadphmjB6P956H1KfxKgaom7QaRK4S/PKZQTXdLLHIac2gfptM8yNd66fmWIziwa1p+kBBwJ7RcmTM41XvwydhPMgIR24rr1BgNUQeBIPyP5eEXCnfC28Q3zYBQEAk0oXU3e88EwgQmm6CYcGdttzSFIxSmGdA+tnGeriPvFwh7TQg415ri0oda2bCY4uEIMrPBS8gsKuE1TSYa5Az/sm3R9pubde3gM9o1t5Hm9iqjFzJKqjVx9JJ5yVqTJAz0UkPMzfQiFF7KF8OTxyq6CLmKsvtUrGqmKvcjnj+NpuQIwbsnMWbQzePmGy0nv5R132/y1ETRKCrnv/2npr7YXaVRp4FAza2Bi4EEi6Y2U5Myo/T+wntZv+wgx3FZJxc0VKOAVIfQOYgI1uOPJmlo+7eyfdp+fS8CMlsXZ/fSpibV1dhDQjAfrIn5MyCLA5Toa8ek7YaGBEVsNzoMZxib3UPINwz6yfDon1WeufIm5iBzhSmTuzGHny1Y8wds777svybnW0XFo17SBxtz/r5dK9tyGrbwDF9wAVt+CP6g1axQOEWUqle1vjBYHya9f0DHNs3VNKrEKhSurhR8yNAgGtT40HhREAbEvgQmazEQn80gegHypW7hOWZy0jRCqyP5/1DM2a6q0XGjRq0FBt6IXETBUwAb30UYJvOZIQ7GyRdNJIxzcQqanGtEth/UsE30UNP6jiBkCQSpAdMYJiSuoJhguM9dwcgSCBMWEwRHGNxHxzS8pSVcobijVDVLS+TKfMrcMUGDqQYJDiWcBx4lKnGoCtU6o+FH7nQob194bsOF73Vi1xu6vnuITn/QXjtG1NDIMuXUNIwiGiIlnshOQDoGkJ8Yo4j/v7PzgK+izNp4XD+lSID0W3JvGgmh9yoQijQRRFSkgxpRQBAQQapSFEEpa5eiK4KKumsDVBTEXpBdFdRVlioIKtgWlwAJz/c/79wLAQMS5sfLTObOnTvlPf0559R8SJkNnqZKw0bVavk/1W1D840rMOwGEty7hQT/R/Bn8wZ/O/4Djih+YG7+WLBHK8ZeTj8MCkNjRxhyNiWprZpeNFx3jnhSm0urUhxap5XA1WvE0hWJqokJEEVGhZZ6+b4dxX69+Kax+0+1bdlgLepYXwva1tQQqinmXGBlRYmW4351OdNATGztkLzGCf0zgYn/pqodcdUOBYi5AIn4gbSae+JfiQsuD/WBYVStvxrVCamEcZwQ10XjB3xwVrbJdpjMxaMOkMk2DUZHUWzsiSqV22nVgg0n/f4B7dz9sda/9rRGXjdWtWvQMzsFCZXUi8DtIK7FilJMBsx3E6rQEAiWskYUpUg1eweQYiB9LYHE7RDQaghmHmtK+pCdF0pHQhh+i7wNS9F1doQFIpnQft5ldOJ7ROC5x6MEUpwwvOM8QvFsj6gaFSUKkwxGJGZwQwxmN0WJIxILcXEQRxSmPoF9OukJnPRngbbPHqT2idasA7ugymCIYp2aX0mPsW9Obv5+4lcPfR/926bzRhXsmq1tT1+rbjQGTPT14UHlQxg3YYyNV2r1WQpTAierwSpVa/q5al34H/zw4IQgkJb9vTpRl40HnvCAl6P8ETPHfEr733tM4xqgliS1dBHiBJCx1YM36PYef0OKbNVXZ8qCI5d6eOMU3VqlKoFL82LVU8X46upUL187d0XEVPSW/rDmag4j3g69qMIPH9TaYc10Qz16SVA/yYKf0cJpbpsX4wfcFwzPQc16G5wZAbQsbJCqB1W3J0Y6TOBBdO9NJ7H4L/fwLLrvATIxH85+lcMmpVW+QS8tORUZ/eEiT9ixbotx729hSuRhEPm2wnNtqLKyd0tUeT3h8MgfBTTc/FAvP/mIZo6apA4Ne9OfA7vR3xd7qj8T3YoJMNGtoAAGc9AKc2NfBoP9UU8sWn38mKBLYiLW5fLWkaLOjgCfBmNz6pGTEMWJgY64FjuKSAunStkx9jeagq0dUThVy9SpiNQwYztCFFHpcYwonEPBkxqW53Fm6tNvn2jpJe0wNMnoSiN3ogqGUc5/dP1kJiReoJPeW0lP8YR9+zfO15AacM/Eywlg9cYYHwRHuYGsuJGqlTWZ3AGqNdRZgFdiGUk1L+K/fp0EmzeUU+N1XJAbIMi9lFzEUOsDoUxYq8tbXkx9KZqI+Inq+imcEN9MTZtP1KfbNuhz5oqpJj+dcAWn+2OPvp7ZWS0owlzZjHYkReXY2hp+6ctnwYk/0e7Pp6hLLn3Egbc7ty6xE0uNrZjYVJVAAyRbJiHOiGD4Rl7GrUwgXLa+d5kkvyvcFGmJFjPmVeI8xGjQJPX3z0EwN38NzjsSVacrTCBPTarM0ma7ybNY7npCqD1fQ2TTILKuqE7NdUuP+1R0xrbOEf2wa5Nef+wBXdUVzJIRAKV9TK2z7EhzP1ug0gCYAWezEFUHa2bHGLbOPvc+AwzK514+jEmJiMpUjCg8NIURhH1mhGJGtxGCbbN2hABRIGE8YjguLTyPlCcp3DZSwlKAPZsCgx73s+Vquwg6hGFlN08rKb7/aA6QAU6IVymAqzUtaxZ5tft1Dy7S0i+UZ5k7VK3QuZOSu8I9ezDxeqpGZk+N7jJA4zsMVctqY5FGExCzt6F33q6MmhOIiI5zebnpFNRNy7GeyM+BpVnARLsSIx73KLATIwhrSpIUd6Uad9+le7BFPkBKMJ+0jlFc9TrldRe9q3cH1VMuKaxxEEWCrw7tulrq1Sn/PuVXTvfBnvcepT1vNaAiVjgNdQwp1pSo+Jiq1XR5JTxYqGWVfKhATJAUjExXKyqEEyI4lfjASiTIT/LnoId3lzrchpF6FbBuvFZB1A5DFCcm5Glcz+eO2Vqnu5aTP9t7iLjKNQdQYxaj/hiokyy4Sh206OH1Jx96wt+Fp5C8d7/1FslOVCYMGVKXEcDGchPdDHgb5u5lAppN5dytfE7U3Axqz36wtUkJ1KbIxLeAqev951AFEWJwn3lEc8zeiKhaRiSOKBxhGHFECMRJDCMEG5765KlREQnhCMLzOnnAw9MRReGPeu6WnmpCXVI/3qMQJTDTc5apa2d0/LPiTtu06oaulGWkZqmPiQBMpFLcFRqfP09bP5irzQtv0eJefTQAHFTbKvlqXXUwRZ+vB5w3EL2zl/ykaQaAJgQpGBakdZhXCcNwWGZcE2XHfepLHoMrULpiHEbkfdJjb+HCXEjeL3ZjEa/3IKLtVNKt4JPJGkJ1kbhEStgwiSsn0Qkp+0p99yF6S6mXI1o+hmQZgp0WTDRVrHKFOnpg0KU49u/V4edv1vv922lCuI6aV4TrVbRq7i2VkArY0vRriiwHgxSPC7xCbsR27ncz9/sSuv/NcHXQxER8E2K76IY5W3Ww1NdGgBE3ddXmX6C2mcGOlABt25pOQP8299ZpFsuUjC5H7YEWAO9nde29v9MKGKhIJhF2i0YbETh1yAxmJjsT08+ktC5N3rZ97n1m+6L4OuP8Dj3g1kx+CMLP84tCbjybAhye7UdaOCnh1CZTnWDeJXmhbL+zI8zG8IjDpITVhvKqeSApnEvWotnmgYIoUC1LXHZtXqX8JuTUWhMW8i1SMwejMz6j62Yd1Y5iD6fEL5ew838/Ldeidniv4iy5xlSejsquslD//LRQRYXw8oJNKtq8hA5Es7Vu6k1aPvIqDavdhVLt7dWJZoFZKSA+iaBbB9cUELyeAYsb0QgC+Emyj4efSkQ0RM5vJjVVm/5KJYgCde+LITsNG2gJ0ViM2ZKXnfrmjtZqBtbLpIS1AkusWEPTrlp0LBJb8vdK3vszOk3/ppeC0rXyOiYl6iq7UgttWrWp2BfgLF/ep90LR2tt7w4aA0apQXlcynHNSWiiFA7E4Q/z3FGvrNJgkBTVgKknTgc36Z0vCoDrupUEN7HCz1xNpEzpTAJxNZC4uEOt/H9y5Qs1a+DiYtf255tHjbsgOTazvnTsL9R6uhPGSfDNSYoIIRgRwLQsm9KyIp1HyWwA+5vh2Q4GNvUAp4YxixLAceIwArBhxGEjKjU8O8JTpUydikqHiOrkiMEI5bjB7XmjLE5RjCAIpnolcowgGOE8xdBWTONXwD02U2iM+/Tme4FenjVW9XHDuR54xBiCBN9y62/R2DfhuH/+zNwRliT0sxO5/9XHs4arG/qmz/RKkolMN+517V4dLCzpZETxfnpJ+58aq7ceHq635nfSso7NNAEUbyOuyQxrK4Fj5TCtM6nXr8+MWhJ3DJPlxysSeAjOQNJU9pdqSJ5E67aH1XMYBY9h/PtO/snDa/RyxzoKxFoJG3psU7K/ZnJnfb0cn+lZLH9b8HdVsZqyvCjrwhobX0N960/REfMOlLiALvxyAULkKi3v1lIDAbFlVWoVifF0wqiGGUAkyUiSZNSRZF5qCqpWIPCp/LkSKQjqjhNiGTEZE+K/l/gbx3eOyv9WKWlzlUymWwL6f3p8d3304tbjB5Ri63G4arOBh5Te8F75s8wBgOcNSWHucQNXJsHRrZeJtUAz+L23bWWHeHf2ufvMK0OUxOT3jre1SWy+5/ZZ91kkLucyNTkZVckbliLMPLC/MagtkcxlRyIRrMCEAS+9dWSb5+ZDXbLSnynEJWztgxB8IewaiMEfRisyosjI3UeghWJaBF8unko18JcsS+sT5bfqiGfBcivgTiF6EactVf08wvQ4Wdw8P4MH9zVzahsUtOebF3QrQb3MFPowZPXFp32TauW9pUfX/tlJkM86gO7zNixpng5sGqtnxzdXz1qIyySr0scDMs6OpDAUr+VpW66Ej7iAeXgCqb0RnYPAKN3CBHpEacFdqoUG0wuYwgomkEfcR3XkvdEakULDSRrWJ0FkFSvV1OB2d6nIVIRSLr8fKdSNN0/DKWGVR+ylkeBEOf97b1l9/EzGZu3kRbY+vtvd6+ENKnx7qt4fSrPFJheqGcafNawMoo8f14XNOKQvdGpfikeQRhz+SlWqHVLN646q1fQiWqrRM3xDkdZ8X6Qfj/ADpuu4mynSfygi1776c56TgzhKCjZeu5rTtXMH1xE9zl1b5Dun2f6F46e9Yf0ifqGIwuN4oPpxXRjQTM4gzCDIBD7uJbLthu7v6Nq4vrdtnqX6DFt7EsHbtuNtX3Ttnc/+tnMHIZogBJHKMJhHqhtIBqSD28brlOoGQTqIxLleIZQQxnYIAglBIK79FwQSRm0KQyBpRhSpabcz4R8iP/srqkL/T+n1PoS6RkfEIJwXuHMw3A/f82tqfz0RZ+bomSy/QTlf7uQ17/lZd3W7nh8jgEcCeyYV3qo3WqrmfQtFSkUpl0IVbp6lxQPplJqEWmJYJ4jC4B3ptARIB+GaRLVyS7i3ImopAUPykjDPsLq1wcBUICYbIZTtyr3woK4YDRNYvl4jrsDApqWutREzeyLxgo5aPPvspEQBc2l0/qOomlYW0wq61VfthO7a8BrSL7r06CHEmZg9xUaQ7TT0GqzrnBAWdoxUMUY/n3Oudp97vva4cZ6+Y70l5nxtZ+w+97zI/kra+5dM7T0nW7tjsvXtOTnafn62vkvOVmFOFqHmdAbnrxFSUXKm9pwTpz3/V057zy2r3eecp+9jYsWMEQ+o2PX8ybYdmxbQL76g9pVP0d7z4rmW8pyzjPb8het1I3J9th25frc/ej9/4fPocbbt7ie6tu9EtyPrEo+x37LPo79RfF3y/r2RY6Nr+25029YxgRBBlrTrCMBQ2jxjCu/pYiKRbZloFt63YmNAF8Jj4e7fqfP9qB+82GKvN/qaT1gfOowYx0wAC6eCbas0p8ulyibVNUzJlpx6U8n93qT2gznmNGmrJ5yw2B8HvpirhzrnKicOvZ8OSlYBPAAUY1LHeprfo7oGhmqqPolS6QktcIEaTBtUasCyBQ0+gNswiKFOLCOQshQJs5a2ZH0ZgP7gPub6s/xuf/xYTf1TKVbsoopt7lm/W72q36tkYgmWYVeJzk/XtrgzKpa8I598kqSMu8C1zD7FuAcj6F5SGOdp40XNNbtsULdXDGtqpbDuiA3rlYRkLa2QoqkxIU0sl67JlbI1La62ZuBWnUFi1R2U+JlBo5npF7TR7eX6anKZCbq90jxNTZjF+hKOoWVb5SpsZ2ruBTV1IH8C3XTuPsW1cI0PoJstWuStLanloYfc8a/c+rDm1LmPhp2jNBMbcUZ8PU3nnNMrhhipjGBksB1r296+aWxPi7XtVE3jGLfN39NiI9+Lfub22XfZb/vcfjum+Ahzr2F+N81bsz2D52TD7bP9J4x07p1RKcOt76icwfOykaU74mxkQxREXlPB6wSDl2HMgPc3iDRuzhS/VQOHwwatusI9yq21X7XziMBOhLv+k0YiTPhT6a6FfGaSWL9+r48W3azhja+gwNbVEAX9ExospEH4Xg1/EFcp2kOploLftGFhP12Tm0tzdSqVw9njE+mohLt423r0uh9n6Psl3bSkby2NaglmCXxSrWREqIHbqONqvv0k7A4nOaikEfCjU0IMriMRBGHiPIUm9v7kR9RkFAWdUfVNgTvzpUBLx81SBjV1feYlQhwnVWiqxRPfP/NTFDtyI+Zzny59dQE2VBn037/g1gwDKPz4uTn68t2lWjK8r0Y066S6MLBYYj/nhq7ReQTRymf2UYUsRuYgxWaOYkxXxSrPq2L2s4rNHqMLcIOXpzjB+bhH43GgrNlb7EdL2vz8cwIlfyep4muSY9A7/7XB2Z9z0KUvokFmQsvtKlfrHp2bNVgxBOVizIODR8cNQIZlUxupHAG2skjOsqzLuMF+7IAyqDdlGWXctn1ux9uIbKP2lGOfjTKoPWVQe8qyLmtrnkk5GE85jOVyqELlbZth6/I8+3IMW5fHVrggrRXrPO67DdutGbZuowpAXGJJv62Q3kGxYPZisy5RzGT6ENTAXx7mAVXB6+EKGzsjFhcarroggaKw1eBJsyQZ8zKQKXWl1HESNU5XSk8jNswD8QcCMe/e/s3asShf/bKuYJIMVjh3OoG5D9X0yiK9QCyhtMuRPZ9ozcgL1ZqU0zikhLlh48gM7NPuHRXY77llvwp3L9Wudf31+sQGuqV9LQ1tSB3X9AZqTApoLi2REymYZgZaVN81wjDPhq0tF8NiBak+9PT6Beo1Fvz/m2T2cYN/RsP79n+lYe1xHVN8zQfmKYn4SVV/b331wRnqnJE7sJUJ0XuffF71zHA1fz6TojJ5HvlNr1OR+Zbd8jOejA3at/o+rRiVr2sbdFZzYjcB3N5xVAz3k4JqlbkNAu4G8RCXJ8G+QGoejBBdPTxdjcfwW5tAIvMMS2QCK3nRHToAKbhZRaNHan+/XnpnxCStJgC71HBeDR5VHlUFOzOPeifU0eC4KhoHp74RDjwwPgtGZLW3sBXc2myH6N9mP3ieJV8xW8LzMJmXKuqWNVvC3pfFMczL5HmwzHtl9osXqQY+zjNySUUQ0jFYB8QTdbm6fAkXl7DotWXakWGIkR2iEmKY8p6hDFR8bNEYFT6nNTdfrMaZLVSrXhPyfvHmUAEjBcJwoXf08SC1mIIgPUMZTwH3XU+U+SvsgsOqmoea2pfUQ8YV49EIYNbPA+/4IvLKDhd8rKeu7aZ6ST2pEQVRVL0LNWybug2icxFuxNIuR3cs1BNdcvHMAGFHSqQEwCdVGqDHZpbwKo/+qKLtK7Rj1V36dvUQ7Xyms94cV19r+1TT+HBt+mTgsXDSwZKSeEl4NxxxmH8diLfViQr4RhN9B4qRs08184qUP58kKHyfziYt4eLfe2Kh6pFA5EmjNi7Cfm3rRSpAnSztsgcvQG+q02UgBbwKiM1o0dxYj9y6QghivbqZwtiepyByakL4+zbpu9UL9dzQ/hrYkGJqSJV4avEmIB3N1ZiKu9QMdCMIiyfYBAqFsCkDBPLq0n4L79w0XHMv8jg/ZZxw2dOnS59t0JZbp+ipO5/V5+Xra8CFK3R/GKxT7hRdDxp6SuUcLS/v08pycXq0fJKeKJ+ol8rGqQbePPMeGVEcIwhHJBGicAzJ2zYj2iOK4gQBUTgC8IjCIwzbh8PFCMENiIL7McPag4eb29UbBg/3YBzFg3QQBRLECMIRBR1ik/zEjtqMVczG/Qe0aetf9cB1I1S1dhsaiVhZGFQKiMLnJ8Di5wGiRgX9eBbSRpIMQuG0qg8SyFunjGzqBKU+BsZnDRdHAKc5EIx8Mu0ep5fCN6ie8yfqyhpY9n4gDZYDTLQ6M+MdzUNNPYjNUdrlyMdTNDKjGgE2m8AYsSmUnAeV+c2Xf3amIxxg8e21sHsMo496a0a3BgrSgCSFF+VznMuy7Ei55bxWCscKGLhSP+E+PHRwWkkk9WcXKKfdUeVxj9cvBMG7jkoYxwys3/XEiKHKIs7gsvQCTMiK3fT4LHSws1g+3/oTnYgmebYQ3M28WNXi++pjGpMfgRg2vsYzLIEXeD8FgezfQtP5v2l2/x5IasvPtiCVea2YIEHuze4vFUIhwy4UAqQXeJVatYd14SyQuEMY/cihXgoTQBht+/JTFdx/p17l5C93HqVXfH00LPsfeoMo+LzEzioLSPTqpDy9VSZeyyCKuyukKh/9fBi6+7wKftV2RGGTvQSiOBZ/MInhqbABtw8phifQ8zxFvE6OMCz2YBICIrCB2uXFIsy7ZEThxSG82lARaDj3bDAOazLvVQfxpEQ4QhRhCMKQBW1Rw3//dLtievGCR0x4Uf2vGaK62ahRIVxbRgwWkjdRE26stDSSeAiapfEwwkGSWyyglG5Bpb4QgyWG9CcB5SFlV9umGg0BrvU4rGZdlys7qzXJ+oZ5sVziPojzoapSd72e3HIWswSFYsc9Pejkack/JDnhdouP60rPCU4W1SbO+LT7tevlq9Q1rRYBNiMGCAPiSMWL1SyWRP8KjSjW0ELxQOVdpTxiDiFzRqQbuvU+jPQ3sRf2A2gsUoMbwCh9gJQk37Z7HfIOiEzbszN3bDB+tJZYyYqzWJ569m2cRgAnDVWLzlyZ6iJDWy3S0VIzk736Zf1j6lgPu8oXVSsIrmGfJEEofiMMKzwW6kcx5M8oUH1QWVX/5XLRw9VxgnWTWt9ZqJ6LD6nZDJqndD+qhk0+k6/uGtXOvIuc/DHo4oPUH3f2GIx3PypjGpM5BPcPEQRNR8UNRlQjfwCGyzCpHHW1Hg/KGQEYURhxeNsBXK4nDEcMEIVToSAGkwoWnLPBtkcQRhSe+9UYgJdE5FXpcO5X7A2nNoVNbcpTmOQ4P6pTemIPrZ6z2r2pmAGXv6W+l/yVTDWK+ma1wu9tuqZV6iAhCBhwdt0Jath9ogZPHKAxvS5TtzqXqHryxVTAoBQ6hXLNQ+XDQ5WaSYXBag+rWqN/EOSbyc0DR2aCWI9un4t1kEjin6gq7Q4o/ztPBSnVXDn4oZ7pyoNGdbKgjkEDAkmTtOLBs5t03790sy5PrYZ9QcopL8rSbJsBu9g6r63WD26tyTRozysPh6rcSpW4x0RLgkE3dwV+IfBQmD4JoUeVkf4TZWJ+RrpM5D7R52EkhvGxNl/N6j+hLf8u1V26g82euHn8SiTs5Uxa4i5weF+FNnp2yielPxnf+OGHbbq8MVgz4jg2kfxw1HQmVg1aPofjGoMKtgg6JSozZ8LcFpLnAAw8cxLMkA6kdEFNr1pA7stRiOYweLR9CtEDO1xlEqnH18E0rAc4z8WYH6qn6zHOxDYmkxwZZi94ahMEYVI5Ih2iMQmzNwIQghextnWUKCISwhEHRGDEEB1RSeEIgjiFSQgnJaKSIhKXQDo4W8KIAebiijI7gkBtwtBOzWhLKaQ2WjBwLszVFFMpZmz7SWrddAKl6i8FHtGSeIJ1h+EBpQ0kGvywajf6ry6+nZzpQmbyrx9r8xuLtWbBBC0eQzJOk+Z4PlqpQXIXZQVAvGYNUzD7Wh6UJdYYtwRyTgTaq/xhcOKlIDPJvupPs47l5C+jnEftD3c1p/mv8N2ZGsokjgN1alIi0ddCjUgB3fr1ab50yo9+0epbetAoBkkBN7MXGFuxpkZ0ncI3uE8xk7cu0y8PXK2VFzfS8FAjICBIzziSiDBgkwzl6SphkDcQIqYTQHoaIhSVxAO/4aRIIFjZbpPmoqOX1nx68zNSPZsu5dyGJYLAmAB1U67U5neP6WqnvLPoB2uRXhs2en/NX0IfOgJrfojLDPZ4Wp31RlX+5oWZWv3oBM2/tKsuovyNL/4ykqt6QYSWJUmmXRrrMJDvMBCO0FzmxBw8kWxnjOMzK4mDlmAxIJiBFWRwLQVAGRw3qs1OMCIww9oIIuLMMGlgE9/t94jBc3Z4+z14uG2bpDD1KGI/RCWHEQRqU1RCeDaFRxRefScIgnv1pIRpO5EgnTOszbiO2BLp7QFldlDPesN1aMtxF1zMjmee1jOzh+vCGh3gEnlKR79Kp+NkBu68mjWXqWn7Qg1Ffz0QfdrH1h9qxTz0y6Ujtebha3Rr+y5qHexBNXCCZDQQTIFrmE1iNaKSfcQ7AkiKVIqfBT9ABdtHxBfocieqOtyG+vEuHj8M9FPH8g7oi9tfFxExAAACxElEQVR6qA6gungeuvV1iKe7zoBLv9FhMxdKu/z2vhZ3akzFP7gZL8cCgMEK7fTq/WZ3FF9+JxK8BqvzIf0wd4heuewi3ZSOBKgIfIBqiomGTwpZyUoDwdkAaOY30Ju9xKuodP67co0BLMKtv8vSkU6dRBT9VZN7s5fspDT9RGJ5MBfOXRkbakCLGRSFix715+u97+CYgrh+gvn1HfYJk5jy+lyrdU71xdbV8uF3R05iv7hVe1bN10vDr9edbXnO3JeP9Fnr+2Hex6DFqgCFeoNtcmuCSBYvOSiP+7X79oxgi/V4niQjBM+J4dlsMB8jEEcQxYglIjU8QvKM7ahtcQwWDjFY5NoZ1hCEgQo9AKAn+aISwlXl4P6c+mQSwtR/mEo0T8KrSRvxOCElEmAEHQCf7lh3ImeNsVDcc/eOVG36luXkdmL0UPVaA1S/4Ux80HvUbxo9HZiwf1iKwElti+7dr4N7l+mzJwfo+cFtybKDI1F/1TWbpxxOCtIkxQfuybqiBvoweaZCrS9AHF+hgpBgk3tUOT2pesfkGfc+nin0h62cuiBy+iP7V2tO67rUhPXwMK5YcuKNenh+QenNCb6xb90kDUqtC8e0+lBAxenK2rL6dP1yaqqMXAmibecr+vWZqVrRoZ0GhFsoh5iOVb9wrsHIxHCuQpAAqQYtCWxHHSHRvzteuhl46V6lkSPCiFCPTE06eTGTYcjkj4HLX41jwzxPSNzYJnp83MqTDz2jv9dsJ4ux1xtk2PXCBsxznZhaAO346T18sH9YDgFF36FF998EJ4bzB3GyuHwIS6W1bQCdrIOs3X60gWMo2Kgnj+dpksHHZDciiA6zJ9yISg4nJTwisGM9W8KkSmTbnc9Tn7wEIiMKkxo2IkQBczxmP6A6eRl00bVHEKYyeYThAf5CmAdWwTyFzMVOABi/X4dIPWn5fwZo2iV8D+P/AAAAAElFTkSuQmCC)
Figure
3 : 9 pitches
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
0.111
|
203.920
|
43.578
|
255
|
-109.3
|
10.602
|
1245.0
|
203.920
|
43.578
|
255
|
-109.3
|
1125
|
Graph of Building a microscope & collect
images of various samples
According to below
graph it is about the 9 pitches which are determined by the Image.J software
because the distance of the scale is given. There are two axes as shown in the
above graph. As shown in the figure 3 the pitch is 750
and
in this below graph the y-axis is also shown value of 300.
![](data:image/png;base64,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)
To calibrate the samples,
use the calibrations samples, whereas the samples consist of the 4 points with
the different diameters like
. Then put the
slide in the sample holder, and take the image of every point. By using the different
scales as given below, calculate the diameters of these points from the image
J. Software.
For Calibration 1.5 mm
![](data:image/png;base64,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)
Figure 4:
calibration 1.5 mm
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
1678.4
|
46.32
|
40.10
|
104
|
146.4
|
1527.6
|
For calibration 40.07 mm
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAANIAAACoCAYAAACVILDlAAAgAElEQVR4AWS9aZckx5WeWT9jzpBsblJLotTqVhOoqsyIjIx9yczK2vcCSG1nPsyZM+fMok8zc9QcNrtJYt9IggBIAiC4gQTBpdWakX6bz/O81yyyWvPBjrmbmy8RcR9/771m7nHp2clLw7PHrwyXj1+lULN+ZfbicHn6GsW2V4crLF+ZvTxcnb8yXKFcnr3CMusLti3fou3N4cqCPgvq+fep32Dbd4aDpX3epLxV9fJ16jdop6xep35rOLSs3mL9B5QfUd4eDtY/pO2dYbR+ezh0mTLa/CDlIG3v0PaDlNH6+8N4Q9m6nX7bt4fRjv12rFMf7X7INo5BPTrhmJQx7fYb796lfo9CvXmP47nej/0jjut53cZ+OS7r7nvivhz35AetsH7y1jA+dd327w1HJ98fjk6pz2g/4/pO3mS7bW8NI8qY7SO2j6izzPYRxxux/2hNn619LPbxnFx3llnfteOxns+ys6aNesQ+dUy+1x3H3PV1+rh/+r3J98L53X7yetXbN6gp1hvatm8Oh1vr16lf/W/Kaxyb9t1rbHfby8PB9hVq2jesW2xfv8KxXqZ+scrmBX7X7w6j1Yv8zi9RsCNtJOVV6lq/stSuXhuurqnpc8Xt7HewfJE+lu9SXhguY2OX59/B5r5LYXn2Xcq3U/788DvDvxq5z99iq3+LLVNmfzs8S7k8/RtsnuXjbw3PTP469bPUzxy5/q0hy5NvDs+MWR9/c/jq0TcorR7/1fDV8TeGvxz/x+EvR7RbDv9quHT5+EVAeXm4AkRXGkxXpi7zoQDmCjBZrqaudZcPLDNgmL82HCyoAeZg8b19OVwC1fR7Aetw+X2A4UekWB8uMfQlINi+6oUfdfXGMAaQGJLGtOHHDyQY6oai8bf1ketpw3i3GIXbgEkD10jKsAQJ4wWqCQY7CVhl4GNhiLG/hbFj8KeCxrkx9kOPl2MUFAGhQ0J9xL5HGPwRfScWj82+E4x4grEeA8oESCwuHwHJUfYTMICiX/q08485f0FGvxNuMuvX6e/ymxzjDY75BusWYeB4OSbrgcbjvTkcn3kOz0//09cprGPs7u91ZluOSRvw5JoAaQI8Y49vX9bHJ6/x3QkVy26zAMUYuMZANQaesbDRNtq8wjKwuJzC+uZF2ts2QDpcv8RvLEwFzsGSeulNFiMHsIMN6+vvAJ8FyLbfpe+3Wf42dvACNmHfb6ccLv+GGjAWlu+kCNHVhSAVTFfngAQ4f8H2Z4HqEHCuUq5Y2HaFtivTbyEQf1NlBlSspwDRZeASsGcDFLAd/Q2AARuQPQtYz7o8BrqRoFFn+a+HS1cmQDR9vWBRfWYWlGNOG5C4fEBbraMstB9QrK/O+dEDETChNgeAUGrD3QxADgBGhRmhNofUloOVauM6d3nK4VrlUXW447a+ozXQ0UdFugAIo0aVhOZoi0FRezferwPLmPYjDOAIYxagSdYFCaMWKI1fqAJXrU+4009oOw4I1Br86Tv0FZgfYohv0/Y2xvcu7e9hsCyz3SIcx6fvsmy/9+j/o9qHPkfuw3b7jdm3+qtCXHffBkABLiBzPWeeEyXBUCeAoYJMzgRJ0NkOKGNhSBEGDDtQvMZxACF9hbAAGgckjnHtPbYJt/AJB8eJinmOBkuAUqFam+1C1SAbCRDHE6I9SFEs+gcq4bG83ApqtRY4VQr12ryR+mDNuoCt6Jv6JX5rC9AA2CEAjAKOAFGA5GpgeYFlC4pEOVi8RG1x/YXUV1i+4rJQuV8A64r1QsE2ZRvKdWVG+1QVU6GALwW4UK5nWX4GxRK2Z1l/ZkIdsATJ8k3KNwLYV1UxYLoU9cF1u4oKXZ1RW+aqDUA1YKI6gQbVQWn2BZetlIgvCqAOhYlyiCyP/KJw30ZrlQYwVJq4Zyxbuy4MQHMUQEpRqg/tqlFU5l1+QA0bQ8Lgj2g7QnmESUCiQoFLkDBat6FaR6hVgBO2HYa0xch3FoA4+TEG8h7F43L8LAMD4BxjtGXo7C8QZ+8CjyCw3zWXgZESeKxdvwZs1zjnNdazDGjWZ9Qe45rrQEefSWubZNl1C8DlXJ6vnx/Dp33K9pxPyDyf+zW1sy6FEtgqfk9ev+o14rMcn781TG+8xLEEo9qFXGjHOafHYB9hBWLVTZhKOd1HZetwUbMc2HQ9dRtdt7i+YR2XUHh0CXUT4/5lu+u6f0LVtuv2oWqHuHCCdRW10s3ThQswcfleYZ02XcG1tesUVE510807wM2LyweMunxZfgqwwKiCqUi4gFcti29XiYKpVIKlcglVQXRZgFCny8d/TcjzfwOTAFlUqFKpZ1SsESBdRXFUnaiQrpwQCRBAuXw1iqPyqDYdFJZXDagFsY3umlDhqh0sUB3aDheoTVw41UWQ+JKNZyjlsvED6qYRh4xRHmEqd40fOO2lRkdAMgo4gmYb23XfgCbFmCWxjsDoihnHABTwJAZi21gIYlyqiCBoSAWBkKg4UReMfxJo2Mbd/1gDx3AFQNdpeu01+nqHFxKgyzGAzP0ARRhm52/TT4N/h/04tn3PAYJiPbEWqnPUzT7ngLFv89hv5FyTa6oREFzD/co14L6dc05BYtuxhX2PuK7JNa/VdkutpwbKORAdoybTc9rPCyzhOnYfz53zsM3jRBlVPN1Hfp9AzWdHAcesG+95vhTUbXyGQp2WaiXWOn2R7x83UCU7fRkYWd7h7p1Qdi9Ts333AsV+uIAsj+IK6tYJirEUcAWaDo5uocDhItoXdy/uYlxFPKEVhe1XBcvYSwjdFheyVEuQLtQM0JpbGCVTvYQoRYhanKVCHX8bkIylBIp6ojrRNsFtnHw362kb/y0gCUvg4WLmum4AgfoUQOW+mSzoKhTlIclwiBtnHGR9gOocoCyHAKNLF7dM9w2jPyRQP0yCgGUhSsH4EwvpruHaJZg30LewTWUhyB+zPtZls2Qb/QPIj7lLojI76igKx4iqqC66XYKAqxX3q1yyuHAxfGGxDwAIzRkGHbfsx9Q/oVA3l87jGA/p9k1PXxmOUcFj2gQskDWYAgbw6Pa5PGF5Sj0NRJyvQRTjFyKMeCowGLegHLMcSFkut0xDL+M+vvY65yygOthHAUuYAAEj79AJVNy7QPEq+2GAuTN/d5ifc/24fMco0/HZy+xnLOX5yo0UloLJdV1DgQFU29P3NdZ1G9kfUCZAkn1RmyPcwiOBIZmQGCruJn1tjysIWM0lPMLNO8IFrFhKl44YSxfPBAX1CAhGgDECKmuhGXFcgTtMDXTpw7rqppqtASXJC0HC/QtQvSbmaqpVyQrAwXXU7esgxRVM0kI3sCctAGoPFW0sPzslCQdclax4AbgAStjG3xYk3TmUhjipgBIs4GiunFk2M29ZJ9t2uCCeSaLAjJsgIeUpAiQoum6WgsXkQWABpmTVbI/6AAXACE9cMoxXt8t44iiunDEHd2yDeRXo1PgDAJ4y8rhcTUHijgGFcYwQHe/7CsuPaVN5rFGl7KNaqBrGDwLAsakn1z9g+4esCyDuVIPS85pNzD7CBoxRJWCZokJRnhg4d3CUY3r+Dm4Z7cZRUShVTQA9p+2AwB1f2KZcj+CV4RrrCJd3f4/rfvalVj04VxQKNSl14jzC2dbTxn7JGOKWXdXYcIGPzR52VUmc5mdjP9pUosRQqfm+PRdKk+tobl5PfsTVM25qsLgedxCD1pUzaVJK1t1EbILzJ3vIjUgXMIWYqeInYyeWdff28RXwmMQw5gpcgiVkrUZ9xmb/SE4kiaH6mNAApipABlBRNhXK5RTgiVJVrFVxVsVcV4y3UKeDuHzANifemqFeKtac+IrlKrqBuH5xAQEMmJ45QpFMFhwGmgJGiK7OyL7NWwaO9HQSCPaLCvHBcdMO8YdVoIIHoAQosFiXGxeYzKzpjunCCY5ul4pjBg31mRizBBwM3Np1VMAM28TgHdAO10L03jA1aE/BGKkN9FUI4YgKuV/WMXh+0KhHU57qp/oIDPtpvBjMVPeNtnLTMOybbw6zW6/homn0HC+Gr6vG5wh4QHKd/sISdRGuimWmbJ+eF6C6dwVX9S0AOJ7A6tbppl0HFMEAOsuRoAhQ3DYMHVdsel3lsU8p3THHnwHN9DrXl/NTX3cd1ULhjnXf0q46GbexznmOaDOWm3DeuKFx8zh+3DuO4bmEFrcvIKlcTRWTjUSZBLoSIlwnypTMXxIe2ASQmA2cnJVylYqhWlEx2lB01VYgx9SVyCBuMslhMbYSKBMUlJ6cELAkK55KaES9GDIZkd0cRZFUNCErNevu4WHS7MBm6jzLFVcdEkup1CrUoQkMkxyqVktQHOj60VZxlDWlZ/x0AckKXiGFfqUlKXT7LplUOMBVO2Ac6BD1UWXixi1IA5POdpxnROwzynhPqU6lsF1uSYOWYcu4D6pkHBTXrKnR0YbgHpCOGM/RRTO2qXiGH1hgAhU/NPWxATGunJk0oUj8YgYtsNA3oAiU8OACGWQn4yZQQug29xUE9hcEYqAcKwAJgOAIUgF1fE2FQZkw4jmGsMDQ5wGJfvbFyK2nqJSAXUBS8ZAwxJWLEnHM8x9h2KqSaiVcHsNlDVZ4ODfGLSTTG7axXahYN46ZYMwzlmc3vj/MAKH6AcsN2unvvjPgSazj9eS4QlSxz/RcCHQXbaN2XTfyevWZnr/ONtsrdorq8dkFJ66fdYrHoR0YLFOW4z4KVdw91gVKMFyPSgEPMVktAxCu30RXcN8mgPSNS6iaAVEKdkabrmHgMs4iSzjaGWe5TA1MyRDiRto+Im4yBd9jJt2/cdzBcglLhZoaCU+LoQ7NBjZ37zCKhaIZR6E8Gf9EhSqOqjEox6Guzr6FElGAp5ISzQXEtbtCDIVrh1vHgKrlkPhISEweHOC+WUxVj0hZj5KadrAQ16ylsrMsLLg8um+BJ8mDvg5Qju2YJBAW4DDjZhbOQVIHN61rvQBTlZKlMwZSdXCpjnHtTFlnjCYxi+0Uf1DcSKEqt+9H/LC6hLVvEgsqUtxCtwkbBr53yzi2gKgOQDWjPsTVPeROt7zV4FBZVJkAIQDuzzpQCZRGXMA0cIAyhn5DUNp2Dd91jh8QUZOpKqIKRF0A5kYzfAx4ev0NQPYmgaFj/LP0V3E0fmohQ4ECSwApmDxe4i+VCfWYEl9V7GWMxbGMt0yYsH0GFInTVKxAY80Nh/0Cj21RJUFymf2zXjGU5+4x1RHtGedyjMvMn9nUZACpWRYmB591AYUq42MuR6EECyCbsqlcib8Sh6FguKYVZ3E+FMuxrBEp9HFS7XhJcQmNk3QDgbCl1yu1Xlm+Q+KwvdsXNxAlAqq4fsKlOqUwXpWsHiChPFeTJi8X78qMiQrESFcZd73KhAXdvcuAZVbvShQpiYSWecvAqTDptjlQ6tgPymOC4OkxHhMFumvIuRm2pK+TaQOUnolr2TgBO2J55DiRKel9EsFEQkEzTlr6J3zhpqdNTVNSY/wZmyG2UTGiSiYDqv0YYA5XpUJJNQPM5OwnFGuOdY1l4yLbWD4mVqp4BDdRRQIiXa0kBQSJZVPYB81FjHun2xbYCoTEQ3uVwUUzMxclKiBVisWdF4Y5MLiswc6iMELBeiCgDkSCJLAaPQpjbBIwNXK+X+Moal05FatcSq6b9RmQqrgBOQrldqG3jRvGU7GYKfpKjqB6HC+qmBuBNwS20ZZMJCD18/fEidt05xLTcT1Tr6mVZPl0jfnuPIfp+Eq/U8e11hUELF1M+glMAce68OA1ZHDbm6zgkU4vd1F3jyRG4ELt4v6pTpaKrRwgTgyVgeCeTtfFK5XS7RujVipWJTM6TCYfiKVw6awP5qoRcOxVyLjIdcekqDNWpVIJj1ABHftcnX4DsEiL6+qRiLg0MkWNv5mMm3FO3DhdOtVIgIAl7hpTaTbvoz4YvwpEMXlQoLitreO2xYVLdo2+unLGPUkqtNptjOt0WAIS8JhQiHuGapSaqCzvB4aAAnhJJADVFFBMHhwlkYBBqxImAa7hVmW7gGgo9GtG43q5ZRoj22JsQodrxT4V02jYunIamPu7jnGSlIhLFgDrOIlVAGF2Q+OtY85vki3bfBMFfZfUs8dRfT6gZn8M3uNGAQOj7hznIOZKm+dtICSGusEx3YaLpwsYFWN57jpQGnfNVE62xeVLP6/HvrSzXUACmJAFNK/TZfugkJRS1HdYBpi0CxT75nq9Zs4lgIImELrKApT4CrCuv8i6CgUcUS8ULCqnkqE8TdncnkyfffAmMraVVLuK9BQ4AYi+Dhzbjgpl/CoDyaoSMCWuau5fg2nMVKUaFFaZXqJfT1Do6jV3j7rGoIyXCGkybsUywAjU4YJ+trX1rlYFl+1ABUBXJn8FVLp5rr84XIr6ANMIcMbONOgJhKZAY926JaCw7iCprlFAQQnGzk1TYeLWAZWxD3PXanzHcRyTBB9yF8NAgMeB0HK7UAlURUUZx+0SGPqevk+bKeiPKB9wrr5eaekjtjl7YAo8MXz2jcqYqUsb2xLvCJR9avsximT79JzjoExTYQtgLJ9znjPOk+3CJTAqGPsS67g8JWaasjy7TmF5FggwQsHU8DVGDZBl4Xl2wffCcRaCQJuJgulNFK+DIRwAFEg89k2OZenAcIwpfe2vSygYBYpu4zvD/KZw0Ia6zW/i5lnSRzAK7IKigHN5dtP4CkVRFQXQmn3m7sf2eaBy2X0Eyc9U58lny/mETthVTtWU8xFvOc3IrGDcyVZfpNode6N/wFGFOLYutiDSXllYb5DcgFE1Z5TYp7wPbC4xsEqnayhcqpUwARkJCpcLtKZAxE8O8iZpkUQFbl9q4NINbMmJcgF1CQHHFHygQqmA6NAB34WlFEtV6sp1mZlAl3HlTD5cNabC/bsKTJcOk1Qg0MPFG5kJEaSAhTFk+g4QrS3ED/iojkfMiU9GZNICUJQGgABK1QlETAA9EigUxNkFJiWiXKaxk6UTMOGh7DDixEOChiELh+AJGgozBb7jM+7oKaiTqWkN/+ynFAGjZL3DIkQNKCA5vvY+0HzAj24RCsr19zGADzAaatXi/EMMSkg4L6DNrmuwDZzrrN/8WfpV+49ZFiYh4Tzph8ELhi4g9RHbCwS2c9xj+wPFXDBuctybrlNuogKUeYoQVDKhttuX7QGk+iTOwrgLJI/3xrBwnXMWQNSCF7BLYdKuwdMvQAUitvFZ7Te3ne1zQMkNge3GYHNBoy7Xk74oUvanf24eKKv7xb3HyIXO8bPKfqpcxniuAwCunQmgKW0qm65pJTYE0kSILqwFl7YlNpLgMAWPOpVaCVCBZDLDUkABUlw+4yX6bFSwAs3JtzWLgr62sb53CfepdV0+YcIlNItn7ITLdzUgqUCtpO2l4S+ZATTGvROuzPPTJQSmAglDP1xYUB9nJLTkwhjVGTEjW6VSeY7MmoxJThyVwsQ9A5iuQuOtcQ6qI1xx7YSJ9DVu3OGWuGeLa2it+qhOiYm4G7Gcwr7HJygEyjPZqUhAE1UCnKgPEMQFoz+AREUCjcAISYMGdZplHUM+Z5niNqGZRVmE4X0M8UPWBesnw+Km/QQBQ7/BNtqEwHp+65fEPeyP8QvKTOhueAyNnWPfADbB2BeMLMulUHPURuO37CGJ0tgGJCiQ7poGpUEvVIooVAEyv4k7d6sMbnaz1OOYPlMGVhcY/NxjoUrdxSv4ODbt05zH67GUwtRyKU76BhpAiToJD6pEqTjO5Q5RLVeCRSC4SRIXVRxY12+MlSxg4DB+ol2AUCChSgLDDB+2ND17hRslA8VJLLzK705BUY6YBXFEVs4yseyzfCiTyYsWTxVYgJMMoKAJEbChVJbK9AkRdosaxX5x98ZCAzxVLkBK7JTEhFOQaBemvZun6+dMdeMrFQqAkuUTpJcACQXyEYaaoV2xUmXmTG07eIq8Upu+npBhuzJ/Z/iLebl3UZ89SKgLywKRyZsBCWDi0gFhwAEA4EmywCRAACJGERyAmWRmgcuU7pYZ97DcZyBMAeQYhYnrJgQCoxun6lDPBeb8owaSyxg58UnUw/5xzQDBGuUxdpmjGAuVA9dihutke/YDkMXND4bN4zeH7aO30mcGfAFQkAIQsN0SJEGjdt+oFNciTLpiufN7Hu/yKonQ2d7UBIVKsoG7tVDN4gbWtcxRsIUJCuIM4XVflW2CIupKq0bZR2URrrhgLOfYtlk4ZuI4lqNIBZQqosqUW2qt2rjNuty4cmvbetw/lddtFOMvgBGsJClUG+IpkyfGnxkSAKSZbYFItw5bMvmQIQs8FTN8mblChpc24TDTm0dVUDrT5KVKwCdASWgASpsb6BBIQAO2pNXNBuruRbVQILN+QCRImb3uPECze0wtMiFx6JgV8/z2E2lp191zIm2SEQCV6UbET4mXTFAImAkHAErKnMHaGpBNgoEsnTMVKCYcxomVTHVXAsL1jA+RkBgz4Dp2Miolg60ZL/JO4B3DzJyFLwVlGqlSAJiSNHapVA28OuYjZKao/ZLN/ujSEaekCB3qR3tiF1PfjvYb8PvDkBpPnCIoKJUJgUooCAo/pPFHFAnIUCCDfpUqasV6YigULYpFvGNcFMBYLtDeR4kwQu4+8+U7w+ou22PowiJIGPVNAIorh5HrtgGkShbFimrp/nkdtKWf21Ux91fROMYtPh9GaOIhEKFSuoYWt5lZdNxtfktogQe1su/EY6TNfnXuuj6OI6wBUphd57sSEkFqSmW8JeiJ1fY1fVt7Ke8FbMI5FciApgIBTkBiOUkZIapYqWZiuH6RqMjMEd08XUDKhO85szkyE4Pf2cwf30OGKWxzorLJBseqBERlaiXjUwLj9hYnHenWMVEgaqQq4epZanqStmrGrw38AlbFSYJESexUKfTM3xMu5/ExAfuQ+ClxU2In2hhzPeC5vKs8o3cATKVIS9yuZZv2Y7o72Tozebh5KFWlvQHKlHfWm1IZM/WUuPuZxUvRDdR37vBwB+pjRapTEhC4g7h3Zu3iCgJSHjVgu+ND+xkMUS0VC+UwKaF7l9iKL9wpOyv2j4oJnsaoqlBMHESFgMdYyDjJGOk6apK4SLfOmEm4UK8bP2WZmCtxk/106wREpfnJ8Mz6J8NX1z8e1jdLcaJqUR7Vwbuzhqoha7zUuokBjdp4KIBZP11UEoptHMOZDft4KYDa/i4qiIFx3klU5Z1hQZbO2EYYlrdQMNa9hoXLun0W1isms8YtA7xSHyECxGxnW+DzPFVyA0BN54DktS3uEBPfeJnzAYTuXcARRsGxdAUqkExCqEKZyxgFoh1wK90uPPZnDCtxkTcO4yJd1tcp1o6lOd71Mr8jSkJ272KwV4gcM9Rl40aecUljJhXMdW7wmX5kjRDQnilLSUpwg9flA7gkKBIvcZxeC1gbg/KZuFIqAFKdWsnjHyYkjJlUI1LhFT+hTkk2qEaojVDU80COGxkbEdsIU0s4jEk41GwFjN7kA3GPJfHRxrqXBgvA5PEF0tdHuz5GZN2SDEARl04wHB9ypkLcPu60QJa0t/ES2TsTDRNK5sCRbKixIo5r+zXXAcqsXeIm7vgBSbcOUADiWPVJnGSs1JQhyQJVwWKmThCIh9q6MMzb+hRj15jnxk6JiXTjKABiksLM3kxlYl8Van5T94/+Lrd65v7sm1jMYzfgqub4Ap52z0u5JYT2U/UuFGehWmnQunsoQ7luuowW2jR4QAs4AhO3UtfOAjCJ1wRMWLwRWBeMpUSCCqRMlZpsv41L6Tm8WQiQtYVriHvntQgKkOT7rG1J8bs9sDHAbOJBBUq89PowO3VCLcBQjo2LXCZOcnnqNtyyYxIINaYEGCiT++rGOT8wTyKbzSPrl3Eo6yxX/JQxKpWKREVmS6hOUa8ahyqFMvnQ1aq5e3H1cAeteQToMIO7qFRTpEMnaydmMtlgqtwZEgBVMRJxEZk7H30YozjCVEChKihMpvYAyhGgWCqxgCSbkVNhkqlTfZDiZOpKbXzEe+J2XbfAY3xkXFQxkGlxkwmT01/wpWLoiZHMxH24B+b4GuuAciwQTTFUGzNuU9pnKIzumkqTNrJv0+s/5Y7qeu0zV3Fo38cuAQnYdPtMJFji/rmM4aMkBZsQfMB6Lxq4bR9RfoahU9/iuIJ36wMUgXIbV9BCu3FTILiF8VJ0vYRjcZuSdeKy28Q/uGoq1dSkw+23AU1Fsz/rgkpf+9h3hptn+1Qokoygdn8BwW0UjiQX4qYBC8cUvJlJjsRKAoRiCWBTtdR7CAtIFUmX6zI32NqOl6A7l+O6LEDUUSiVBZgSL6lMwoQyOfPijOegmIFeIAmTQDiEwjhSUtnOfCHGccZLUxizbsZBNVhLf2OhQGMsRAbPNDqunlOU6uljYQIwyjEqNFGhEj8JT1Odp5MQacO9c2xqn8kTKmDKbAlrs30oE7VtiaEyIdZnpkiVZ6xJkIyXVCeTDVEkZzGgRLh1FROZsuaC+CKPjIdYrofluAsQCE4CjeCY3kZJcN1qvpzLAtbX6WO6O/PnmuqgQEe4bEct7skE0iyrKLpm1FEXfqi4ZNWWuEalMUlAjGQCwQxcpbSFixJ3S2gweIEBphlGPyNhUJk41o2TvPtT4uoBR7lqunGCaDvHisIAEYoTg+6AYNyLO7o9ullco9tvA03AERK2YfQBByVZ3OJaoiyqVoExV52AqoqgeDwVUVev3L0Cic8ZBREqinAJTrJ4ZgIxWqFQUdKP67lFm0okQNQZJxKiqJQguUy/QAEQafemUv2jcrRNuJak8XVbuaaClzrQ85s0aN3/OIoFULhuNQ5lsoFMGdO66tEPjoeyOTjs5Nl67APbYj0zxYG2lAY7BILK8gGT0PXCdKKaCCugFgEjBgKsgGTdYylqYUoJRLiFqdnHbJ5F4Ciuj4irBLhAUpGMlQAGiFyuZARuHQrlU+Ajnsvz4dUqpsdfEaRKJtQYElq+kmUAACAASURBVH5lwDLmMRaq4sxuZz8c7RMNnpgP71OsTh9KYsEMH5CYJjdGWn/ABaMuqhIwmdErBcOVw4Wb4LZlvIgkg3PwfEo1A61Jc1eCYQpwSXfTlppgNJCZiEhygR8W+JJoAD7hMgtnWzJ1gKdhLjF8IasUeMU55dJh0IIkXA2cgk410dVCWeKSkb0DiFIbjnf7Z7g+nCNGDFjp01RHWHSZgCfgUKsycxRrLlSWplzCF1VCpWLYxiW3AUkQraNM1MYygpQUuiAZB6EWpMwTA2UyK7EHgCVzByxJhQuTSqV68T0kdhMKjltxkcd1m4B50+G7E8Icl2N5vn4slYzlxHX7c+vulZuZeX4kHswumm5WkZxuVbMiSrFcVulqloTqpUpZnAlhrftWIGV+nxm5ZOUAAMXJslk7VSlZOkBLEkI3kJJMnQkIisqDe3gxYMt1BSb6mcmj+KhGzdkzLlKBzO615cBEHxJq5eY1uJKEqIyeA7lm9JxJfumQSauZ9c3M75HPHZm1y/NFPg2rMlmMmzB2EwymxDO723VAA6j9egMqj0s4UZXiW3F8alWVKncQxdLdc1TbO4Lq5WwJ29KuYgGEae8AA3S6d8CR2IlBWBUt7mAbiM3sBuMjXT5VKGlujRPj9+5KnJfEQdLSpWQxMLNZcVEwVozYZY0pIABeqRFAJFYCBI0QgGtGA32bcs1RvLiBxkQBRrWxv/Do5jUl0qW73Vw6XTyULG7ebY1ZUAqkuILN+M3a2R4QBCoZOPrq3qEilVrnuohTSm1s93NQ6/IJfNSpjlODv8Ip+PTxvELCOFQf06qZDLpyHNObRQrjVTmurlulvLtrZ63ymLHTLVNVkiEkte5s8ZqlXtD45G6giYune0Y85BQis3FRHcZ7UBTduHpHhepSMU4NzNZyZowDmdvqvRJdaQSmF903B29RFseSWO4p8KNAJEwC5EwI3TiWTY8HKMHp5WKsadTA0a1LetzHMIiVMtdulKyd7l09e2QdgKJIgnQBzcUkVSECFuDpE1WPGGwdmaFL1g6lMQ2u25diMsECKHHvVDCfTyLbBkDOTXMe3dgxpGTigAeVqek8qgnbyciZSJjo4lGMl0w8mOLOulk3A39hMnbKgOtHTEIlFnP2QmInFck+unitNs7RNdRddNoPd/GMzwDeVGMUGBMAcQPN6HE+92U9sOwBUrUKHmOmQIT6lALpztlmLGVsBFy6fImZVD4NWzfPftZl6OmTvgKIKyYYbEvGLSrKtagwUUCWTVKkAAuguiyIHl8XMstA1oEKZAAzJ2kQOKNIBWmluhuYqtNtx7KYfWDCAbgyI95xq5aIyFw8x5BQoxqbYtnZ6m1wV8W5mMEAUGblHKw1iSAs1nHRVCbdvVqvJ3lZpm/gam5bd+tyQ3Z/YCyXzthLRRIoAHEWhEAZE8W1A1JgycODQJZHMoSMZ5rGZu/clkQDNaqTmeVk7w4y3kQdt86pRCQa8jiGMVLcNlQl6W5T3hj3qqYFObMhmTq2OVnVDN6R8+qcHuT4kPPsMiBrbWykCgkSQGSGg+6cKW4HZqkFKIX1ZOQAwewdCrOvnfaD0ujmTXXzEidhvLgEY5Ie2dZjKZUnQOnOAZYxU1w49s0YEttVIUHR8Ck1fiMEbvNO7j62E1sJhJCwbT/zIfvq9lBw4VSyxDbJxgnDRRGOxDvUyxSVie3AEoB05W6RDBGmxEiCh4GjhtNARd/EWh7HfSwCwGeIgglQc/9yXK4FF3Bxh35ux4WNSwhwae9Aom6qzyJACVMpkQPHlYJ3nWP5+ZorW0rmd+FNRBcYFSKmmeGaJtVvTBWFt65SU6SApYNmujsp8ebi4ZpPdc+TdKiYKu+aSBzEDRlV8zH6Gm9CzRI76Q4CJFDVS1+oTS6wnsdookilUgWjrl25dEJUcLnOssokVBTjnyOUKBNdndyaBwOBYw+SKkVx+lDiJKcREQ/pzuURjJpKpFunOl2q1DeKg/t2FJdNlREW589h+PsJqWbtiG9aqrvPaqhZDMBgVi8pb2tT3OWCWR/3WQ3WggMsSWurPKa6rR3/Me6h1AxvjBuVyJiQGThAGbG/dakOP7rtUSN+XBXFJAJw9bGiSiqoPBaMMXCpMChDQNIAPB5tGEwMtxmUSrCgj7GRcVNmM5i0iCGxT9w2XTmX2RcIF7d141wWBK4Do4wyuR2AFrc/onC8qFa5doImuAEh6qSCuR+F9WUAsi/Hv8P5bQMc19OPcy7Tn/aAWmonyLkOzx0FAiDbonR8F81dXAhZihlDlwUOVy+JjYJuQQJjlEHTHzAoLXBPucCOn3FMZ5Zn0Beo+sOMNUuixqAqq6dbSGmZvSiYkPjsFe5ikhC6grYBUQEnWK4TFzX1coa50GRwNgkHlMYEgzFQ4AES3ylhzGTNrPC8hMXpR5ku1J6mzSMXPnahEuGqUfI4e4Oq3hnhLAddu+be6dq19T7jQWW65GTVzGbAneuzFxLzmFiI64Z7Rlyk+zZxmhBg7efImb1Lho67B2o08Tke4yHHhHTXcNUcI8qMBTJzte7E01KdmgZUKpMJqLppFtPhqFLcNgDbD6gKEQpV64LkOv2jWhhZXDuhwchQmTkp8xklKXDS4i6bMp+ZIsfAhKigK5DiHuUODDjur4ELSEDRLXsfo6WOEasqAvAhRk1hmyqS9DbGHoNFbQTEu/1Cd+4eNdk5Y6NSDNSkGazKVEau4tDnjvtg1MkOCgDLrlOWGrPFfiiShqwr6LnTz31zHvbzXF5nIFJxhEhlA1Q+V6XHjcGM03DfjLtMKrjeYiQHeZOlY9uSPkmnCx2xlQPG7huQ6F9xFSDi7tXsElSJPqbFkznMzUylIo5CsQSm0uPWDsgSL7WsnO5dAAKSeiK3Z+4KlMzNI8aqxIOK85Tq+AChIKk+iY9aYoHpP3HhhCexkVCxLfFQVyHdORWITB0lL2jhcfUxSuRr5saZp4cS5e2vPFnL+yDqeSSSCs5oqMRCJRjySqzAhEvleFLm26FcKpRuHJBNdOFSbHed9vaOuX1ioWftHHdKQgEFyoCrquT8OkFCaYx/VCazcABTBaPPlB7Bqn6Jf5JMUI0cQ2rKpOFHXWhn/EdgEhMxa8EB0hnjP7MbP8/y8jZtjhG5zZR3K5lHp4rsYx8ACUSASZ/FTVQl8KgWFg1Z4y3IMpYEUDHcDlPu2D8aVnd+ghEKgsZbEPZsn67bP4yFPCbHVh1x5YyHBMRHMSrW6duEiUJ7geT1FFBxDbm+Sm5wvCwLlMoEBLl2rxvQgVCl7W5lYIvSAp1up4mYAEY/3OEaxOXYKh3FsatSH5b3MAGV21w3G6hLDJD72EqXD3XymSoVqgZxUR5irHqmyZobdLJ0LY5qyzVJVfXBxWuxUT1eUS6eypSSmEi3znWBMplQCYU8sk4slEFZ3DxVqR6/IN2dgVkVyDe9lutWj63XI+q+32HkYKzvcrDmqVomrRL0m5Xr04HMymVGgyqEpJs4CCzOmyOz5riQMU+fzc2sBWchVCyE69ZngBMDjXHrxtQj+ox9QM9+DsKe/JQ7TJutADyZpCpUuoFx88zKCRQ/HJNRVaDMr0PholhJFAiKU3sAIQOuTlQFmGxTkQRFlcBoddtoNzGg8S4IqL2eme4WMFWam+M52Ap0ATExE22JmzBA6qiRx0SVCgaPrwFSMzt8qZuVLB3Q3QHaO7pynMOZ4xjiiOtf3BUi99G4VQgVq1y1GL8xF7DNolr0i6Jw7Dt8tpscM26h19Cug3aXl5xD12/heto8L9eterbzlRLSL3GWcDbwBDGKSJuw2u71CXCur4CqWR98Fm8OKfweGUNqcRLAmfGMkgmgMShJCTOnSxUsMy9UKhIUAOOzUQJURdUyblKFhAjIUoyRzP7p4gkWcZQZXxIOeVMScFWCoZILgcxtxk4olO/bq6RDg0uoHIwFrItMHiARJ+V1YD1ecgBWVTLpoCvnZFVjJGtcubw0xfc8AJUvSblUA63dfeMiTRa06UBHxEP1lh/g8dEIY6aMB5EccJZClvkiUBpT1UkYqDZRj3Lf6lkh1QT1QF0qeaCb5TqZOWZqBwaW65kh2tu22fmv+GGYRUB8kyk+QDVhtsPsus8HOcMAeFzObINfUFtYF6xk7oSD/iic6fLFrV8Bzs/4YTVsDAxVclnAll0lkghQeTDIFJYT/wgPbiSACtRSwLJPgRHXTkg1aow/sY3GbV9Bon0ag2cbhh7ohEJDp3+BUcvzQEGfpyBZ3uWzCOp9j2dxe4eHc97luBQn1grUCmDdbjy1vOt1eA4Vye/BZW5Qfr4o03u53iXLy7iJBdYy6laJkyhe4PIYAipozVUEHuOxDB3oNgoTJU/ktvS5SSgnGgtZ4qUkIkrJai6eWUBUSpBUJRIblQV0XZCcS0mbsZNApS7oOlDJ6GUWBCAlw2fmr485oWpOEwKuSjhYU5KtAzjGkXxxSr3THPUKRAVXvW9PV8/4yNrH1H1kXYXiDUQ85HfJpILKk6QCLlviIlRpQkYuCYRMAWI5U4Kodc+STBAyDJzlPIQXxansW43x1By5qQDxEN7UTJyxTGoMXSDiwqk4rQSAnwMBkLBc8YtQqEwaP/10yaISGETcM2HBALur5l0bF27Bw3jzW5Sbv6D8iru5wHHOm6qOcKAWgkj74hZ9WE4b25YqFVOAKsNG/1scD8M1na3CLO/0KUIeh7YAhZvY7/wY3JLlAJe7O0aO0SUpENAabAHqAoxV4OB41oJgweBXAGJmznhofU8wAEZYbBMU3UViIo3b5cRtMXYgcFtg7TB5zI/4DH4W2zx/QSZgJimi2kmYqEyojMcQwH6D4POZAUwWEOWpOI/fSFc0rjBQsV23MG4i6jVxWCLxp24e3oZuuLW/rRN2nb8HZKkdWDcpkUK7IKFiwpXZ4apTU69634UKBijEWDV9iLEpkxBJSJi5M+lgvMSy4KhGpr0dS8pUIceYiI9UMOvETMZULuv2WQNREg0+y+QbiXzNFyCteFE/L/W/5IztAol4x1R2Vx1ct3LhdONQEp5kzeTTFt8c467VY+HEM7pjrXQ1EqBMIm0JBOfMJcsWaADrGkYMLFULjyqj2vySZZQFpZmjMPPrv+DL0YVj3ba0u+2pdVUp7Rg8+6g6S4ASEMsSJVre/hhj+zj1krbVbdpvo1B3f4khsf2OD+/9PPXyjtt+hqECWVwzjmcNYCvctcxsYFtAcZaDbQ2C9KPNBISqEyOOymGIwnVHEDmW27MPyyoL63Mhvet2YaJvlOR9QNJwja9QDhUnwHzIZ8DwW/JiKRQepwFYLh6Q3GtQWt/zWLZxjntcM3XWAxPKmuttN5Col65dVyCVF+AEVPdTSKI8rnOTEyJd6ICEC8t6xYBtf282Ap39VTJviCg8kGXMTkVzwDdAlVuYd1ngEsdVRK3K9RMo3TziqSQhUJyMPVV8VDMczOBZLhIOBY9tXYmAitjI9qgQoIy3vM7LlLhZOzJ6qdcmGCqxEHhQoFH+FYN/xgCgwwX1/FsqEgqzh8lkgckE4bEYzxgD4Rpl3IdYJelsITJRUKVDFPXxqVYVKBNOVSILwFCrQk4+NXuWuCYKpPKgNMmmqS4YoTCgCEuUZZU4iLv9dZWGbQKSpMEv+SEwfp9epcxVorbsesECKLpzgYljabjAsFRtAoDgAE0A4nx3BYJ+t38+rAFsdZfluwB1T2gEjePetT8g4moJlbDZZ037ynLP/TyWUFC7L9truZ3jnv28HvanzyoGzTV57nu/H9b3OUaAK3XyXEmfe/0YfSmWUPJ92AZwcePot6AsAS+unmq1L/ZBocjoLe/Ws1XlCrJuW7a5H/sn1sLoAyaw8llMiKioNVND1SvXruI9AQHiwNLVUzUDElzFpRnHFpdlAm5/9CNxEzHTfhDYzJ7qRDwlUF2RdAdZD0i+5CZxFarlS2t81wMzY8Y+QZAZMtgvWeOx8ZXTz3xYkGxy3gDLcv3lD64fj11MMjhr8oG4KY+oGzdRAKwe7nOenXPqrJ0OVDFSzWhoE1ad2eCDfccoz3EDxyyc2bY86WoMFBcO0FCh4wBCPGMskwFTgenuG2CgNNkmLHHbyn2bXvsZ6z+nGLtQruFmUU8BYyYcKQXXvKmOoCy5sxm3zFUyIFu0LFxl2vhhiZES7+C6LXS9UJhFljF0XDqVYQkQC5YtURHXA6N3V6G0YNxCaxEu6hW1RUMNWBi9bmJAAab1/V+z/HFBIAgAtxYc4QggGqPQsM/9n+KOfch2wKNPFADD113TNUud5Z8MGwDb/utPeSKX/iqWSmHfe8ZSHv8jjuP5hEXISl3WnCPqFrVxm7A1uOK+qVSu616yD+etmIk2tpfbSTvnXKGeXuNCkP0e+Aw5d/s8yyg4v4/XYZs3oXzX7k/RPVR5gK67fj6BnEFggUn2j/Q4MyLyhDCA5MUrbXZEuXm6eLiUKJQAOUBb748w69dcvmzDTaRfXuKZNz8JG+EHyxVTAZPrLXGR2MpHMvLAICCZlEhGj+xfnltiCAjA6kWVTmLtWb7K9NWfqAFWQDOrZwKiEg+XJr7lR9XBdauJpKqNCuTgqQrUiu6VquIAKGNCzjpI3GKWLG6aiqO7Zh9VxjjHZIBt1V7QAFDSzuWeJS0tADdQlRsmF1QXocR3PtO1A15dvLhsuHzGPoGhgXMTl023zcLy8tav+SGtXf8NwPyaGjVxMNSkhOtuR2GWd9h+x3WWs247ChY3z31QDgylXB5Vp8OkW4Ih3VdVSln2oADfOooFXEKVfeirCkXNPC+wY4gVbwmE7t1Hw8mjHw27u68OJ48xZvbVQAVRQIUyx7vvsSxeSwMr7hvwPaCN5ahlB1cXzmsM6NwYOI5ALlDOJdfksRdcz8Jlt2W7Ned2X84jSGtUU2BX9z2H19JvDH7eOme5rYLK8XMDMx7ltzcDSgxrdjQzSBLP4t7FEwE61jO7xHhJ964BVwPounm6d9Zur+XMlQSygNdUrC9XOl2o2I56+VrqSlwQY7ls1i9JCZadDBu4zPSZAWS4B5iOTat3uEiZG1tlihGPVuwfuSB+GkelGJCtRyAgl/jIxIFPp5qBS9yj4gDTFIiOBYnkQO5YZtUAMJm4qJPpaRWIL001OldpSoF05UxTz20zCWBQn1o4bKtapRC0UiNg4hxHpxzjKWgCiVAEDNyfxED+aPzgqFIMGAh0twRjRUy0vvsbjOjX/PAYym2W76EmALS+Z/kE4/gE46B2mb7re7+l/6cU2rO/x/kV7SoQRQO8K2y/oL8GrjFWe4w/bR0i4VGtWq3LputnfZ/9KGuKy2sAmeIG/eX4nWGLse4easyAIkhC8cBl1VCIhMv2n6JiQMjxF4IG2Il9GgSBp8VEqkwpIsABiFCu7zO+hRsYQGir4woKwAC3Kpt9kthQRUvV1ijbCvXRVc5yVKhcOpMbpXylTLqciYtQuiRjolbEVC1WchjAuKvmBBpjmagwNmOZ+MnEhAPjSVwIkm0ttb6fUNsGf/M+CuKnmpaEepmQEBwULTXwZPA3041UJrehTH18yqlHKcRdZvjaoG6lyYHGmKqVxFDET+OWeLjklB+fITomc3dsbXEiKWUGVL4Oa4oqOX4zM6XIW4YmOxRHl8vYR1dvX/iCTCaYoXEgVYhS6N/quHMCFFeNL1f1EiIzaB0mB1CBckqiIWChUkkYGPsQCy0Baa86t1Eg4qDVrd/QRo37tiK7tuRYK90xEwTGPLax7wr3Zc0dc42hbABuEyPHQKmFbY2hrwGnYh8BwOgBcRNXjnZBpKzvA1cKsPb6gUBxjn4cj6XBZr0dW2geuEw7CpLlBwXIgrv8sUDEyDHs+1wrZcm514/fZ/kDtmnobNO1YnmD26chrh+wTcWIOmHkUY8y/jV9oiB87gClggBLxotIFOzVheOpSAHQPrp9uojWgFMDzqbDSSQki4ea7mMjluPacb1CpmvKMRJvxU1t8Kmy/hYWj5nj4nryGRJvJQlhvKVrSEyW1DqwWTsTRagyI8VahaIk8weA1Hk/uy9eictXcZSvqJ7h3uXfQQAr7wehzv9kAVE9eUuqHCWqwV7sHJAmTYkCEm5eXqDijAinErXZDUlEkM27lOxb3i1HHES8lGeFSGtPkpXDxcuAq4OmqA7FzN0hWTwTCHMUq1LXT8VFABP3jphoblGJTGe3zFpPbddTqwImVMQqwBVIcPuWppSts8yPa0raWMZEA26g6mMyIUmFuGVm5SoztzQzZ4JB9+3OJymrO79l+29p+4R9UCUU6R8WwECB1lEcAAlcqpDgfIyx1vL6vtBo9H39l8PmAcsPPkmfjUAAyab3SU0fFEYliZqk1lXSuHWX3CYcGrcw0I/jxBW0nZIEAjeE9POYAc1tgIFS6RZudLfsDwiq5T5WAzhjPfdZPRA0YeI7pVbFojice/MAaB98n3Xh4/sWioCAQcfgUT6AyLgX7QvjzbikKqLHqvNc3IC4Bq6rZykzbsZ+a+O63NxULOGhFiKVqkNpW7apYvZRtYRL4LpasU13EYUyrV6vRCMsiWKZWqc4hSyQIQq4eHHzjKWEKuNUKtKFm1cuHut5Pu4iMeEDivsHAoHLhEQ9PUu6nCyf40yXpswwmJ58BCQoAGAISBILPfuW9dbOcsVFjgk1Vy7xD/taJ6EANMYigFHJBF033LFeAKHiHdVFN824qMUtxDWJbW78hjbil5ulNkv6RJFSG8ewXzJzLgNFYML4gGhFzLMGGF2ztcoR9cBl033T4B/8dlg/+t2weWj5/bB98Omwffgp28iWPaDNPvd/g2FaUCLhievWVQg1QVU2qE0BgpFiRGnDtbLucOzdNhQpxwECwdS10y1UqfYAxOVTpSgPgZM+m0eqF98NfWfCnW0F6/qh2zwXYHhO1+nv8uoh51EdqZdtefNQFX6DfQSV7zM3APensJxZDATenr/Hc6m5rqXuqjXXG9dWKFuJQvL5o4TCrDsIYAWQqoOrp6Lh2jm2lvGnZAALjkAUmITE7bTj2kWhXE7mjxpA0h6VAi5dv/Q1/W7q3e0qlssqWSlUnjFDnVSlzE4HJGMo30VRg7/O8WNZ9091UrGiWtRJSqhgwuWArkplIX7yeakoFhNhgelSuW4oT6bm6MIBTSAply3gOBgal60pUBIMLuMeJCYSKgpqtCDzZkZNdy2TQx0bcp4a6rIvURjaSBwsU/ghzJY5vmO8o+rowumqEY84zrMy9jHu6dCgOOu9srDdbSqKfdnmsinsrQabuInj46as+WFWfOFrfrQ1Kd8VP7RuSLl8KELcHwzCGAgl2rg/1yAAGrVQRZkw1E1cugIscAgA7VEs+katYqhNqTR82lfAGYNXedhnhSEnbsr2BhMGvdX4UZn1o58DPUWQBIBl3ULXBXEDHNtH1hT6b9m+dVtgcz9uPLh6vgNDtcxxAGxNSZ+HH+NS/nKY8Ftss4+fw+2CJtT9M/k5WAciY7OoHKqmsprgMPYybvJ77vGUMycyeNwye87pE6xkDVt8pOIUUMJUrqqp9AJPUFAhYyVBoW+ygLh0BQ2q43iWSYq4eiYjXAck6uO8cgCQVCafNTP5YN1S6/k3krh+AJYYynhKqEhMAFLgMiEBPHH14vKZiDDpYMyEq7d6FZAyMwG5c26bj3ZbSCDMdNuMi4QoStQgcnaCUEW9hM52wGFKTuKdjA2Ve9dnXyd9rUoZF7XYaUHGpmZosz9gurwgtlqYmEhygrsZLl65dPxAfrG6erh1AtfHidZk1tYCh+FXitttQIsruDY2ErD80LgxpnPZluvgWJ6znlPi2nUb9MvjVnhH1Sjor5sUmDgexhaQEvgDGQYmTBuhwsA2giZIKYKk4nANKhCGvYrx/wpj1YC5rhirRiu0DRr66M6VK8iy7QHH4wiQMFaJyuSYHSK3s0yioiuWqlTKxY2Ja/AYG1Qs7qfrlE2Oy+dlX+OsUq2CstSVa3Bb1Mxr7SCxT9xD64tkRs26qBgoiYeMZQlYgyyKpXvIb9rVKm4bv1sHyVp3L7+LgKlCFVPN+f1rNotwARpw1TNnzvWz0J4EBTETgOX1Y8KFMsW9I9snSPvlqJSqZDICd88kBVAlu9czelEk5+sBlUq0n17ErAcVyak/meZjxo7lKUmGqe9P4HGIKQNcPdVdj1hzwUk6NKgaaHPfl9DmttWjDM1YEy+pTGbkSF0TD2VuXBtD0vWb9tgJ1cozPxlXMkVuAsKsXi+qnCrmHUpQUDPUKwOrJBVUtv0sBlPiuIUrUt0qlLO5Z2fAdvd3GMHvqYmZcP2WZOqW937H8u/SVq4hBs4+xlqqYY0dAUHiJtQyd2Ch0ngwREFJwcBUn7iC3rVVHQ232oQuqiU8xiMaNMuqSAdEd8w7fpIVMW73EVL7WQAztQCgtg2MUg6uKXGSqsNyiscuAOKG9v4BVaXxxuA1CpHX6U2HGvcs+wsxgMRda6qj2xb1SXt9B4m5GF4wORElMsYycxp1B6gAxHZjJDOQuUkJEYU2S83WIDYCnChR4jIB0r0zZqpa13Dp4K7uX9w8lQlATJmTvSuQXG6pceq5ADn9SNVCjRzwTQGYxEpRJ5JtQkT8VBk+FCkpcmMoU+O4dHH1KhER9w6gfPWy04uSbHAC6nESDCQZHENKYsFsnSplChzlSUGNolot2RA1EipdQtWr1EU3L1m6PBdEmwoDGElxY/C5o+C6XcxMMImg60cftwtPEgq0U2c2Q2rdPsBIbMUP5TQflwFJuFSpmqmAQahEprl1DYFgnjund18MEHfKsnn0MS7Rb7mDGzsZD2lcGPIeBl052oSoJxxabTav2jVGt1M0TMAxjqjYQxViXTiEJHCQJDGzyPUIRmIioIibFXVzX67T+AiXS+XaPHI7y6ldxvhxu7ZRH2oUqNw19+F6OV7Ubn98wQMK+qs6xlp1EOBatwAAIABJREFUTZ6rwdaUK2NjABnXM2B5ragZJcDkBtLiIJaTmgfGjEklPhIWYRMmlgOPwAmOg9DAJjwqketRJdbxFGoib4FkTJWYybhJNcIl14UTFP84oF4vphvnM1S+Rsw3GLVBXqDJuyw6MA4CZ/xJhTJ2Yj3JB9bj7hk3UYSI9gzwJk4yoydIQsVyZpXr5gEQirRXJh4YJEZy1oLAWJwz55gQJ2A5jywEFt051i1JbaNAQJK7gkpkzBT1IeEQ9QEka90nB+PixiHTmVyqqvClOZ6E+2UxTa0LJ2yBIYkEYyTvasJkhs7S4MncObcLDLXQ2VeQmptXKW5+fF4ssuKutuVOuOHH3BIXbZmztkn5ESnw92k3XqJgGBtKJQIwfGAxqRCYhAsDNRGxpmiIBYuAaJACyPlyhze5gFFnXw31pzH2rhJ191eRLE0xhAKj7uvbRxo+24mTqk2A7CsUtU/ABKhy8egfF9B+XJsAerMQECGM62lbW09d/aKCfp7+mR5yA+EmkzhJyJ3Jke0C6uek5rMlycE175WXm4zKXQPXtOsa+7tc+z/5bb5Blo/fnrS32b8CybEoU+VCVsoUlXIdkDLxNwkF7CueSEsm4Kbl2TMVxqRC3DZdN9WnP5xou6WpkbFS+jWlijL1mEl3TiVCqUxKmNWLm9dmmgPSlLGnKVAZM02dDJukAzABlE/dXqpZDE/DVOpSsVJ35YAsj4Fbc0EWaHf8aQKIcwZqZ2y3JL4yrkrqUZUyCUEMJID5MMZDxlNIc3xZgUS68Wl9tHtJ2lJXLMsZa8AViNqoOBSVK4kJDCc/FMabBIU/mlBZc6dMH2F2GpNKhzI4sg7wqtdFnATAOSZ3URWOrF9S4yYuVB2BaMZUblBze4wlcje3j4XrScH4BUJ3SSOLu6Vb43QgPot3dIPyGGBBZgyn8W0YM0pKm3Nu7nO3FvCH3NWFx3MJUOIfIWOfrANaAGsgCdYjoDBBgaptUneAVCz6C2lUrUPpcV1mOzeD7WOPzZSlfEY/G9cWYOuz5TsxyZFr6p+bdT8rKfzK4PF9klYf890+c/mv+X1fzWerR0D4fZPN02UrZQo4LJf6NHcuqqQyCaC1vx32g/tn4iGvB2C5UuDGu97gLcCSBISxkipkckGXziJI5drt3xWfxzdQNOCZ9Uc1AGb/9G7eD+GbjszWtexde4lKJsZWjAQQPC5e/9NKnZeTMCDrYKwqladXuYAolGlw4w0BQb1YPmK5/yPE1Kdb7R+QTDgIVHPzNGAzeKpTEhJ8GW2KSKADwrmZFSHlOHNLxgK8+xR0AU8fOokH7liONyVWEq4CLdm/ZOF0A2kjWZDJptwZMx/P6T8AsmCQdYHbN6PMgcZBT2csGD+t7jGzQQXSoI2JdGta4iF3W+OEuCxu05XRndOIMNLESyx3sKJQnFt3R8PE+PvdXaNNgJ82jdy7PG2qBX2XDsg+ZL89SBgtYOyVSWNubp7HjXsXuDi/wLDvBuDM6pWScf42yOv11diVBk8clPLhcProw2HHjcOb28ZYLmAAtTPHXWb2uTPQk0RI7SRYXTahoCSxQL/MhuD5Mb6nK9dInfv9eROJGpk04PfXbeuxUMaNbOOGGqDM5LndomtX7l29BwN7wKNIyt74yJe5JE6yJuYPMD5AiLIATqYYOZfPeXpJLKg69DVGsk8yeY4vqUAtDZ7ZD7p2unSMIwFQ/dFZZfCcMuQfTNfj7Ek2oEZ5x0IHSoiMk0gdOl3ImQ39UfBA09RJFbJEaVQbS7sjsKwCedf3TpKnUwUo+X2+xObyZbwpLp2uIMqVATZVpKXOdQv3SQj2zzE8jsfg2Ckqiut84YJjUZW8iwmcKuWcuaRfaUetnNWQwFzj15VLAC0IGjBuUMaRcIsCET++BgAsF1OBXBaeqvtyuToA0eBJxi3nECKN0mAcoxUo7tau+3xRjNU2StQKAxYi91mxbFnfxwV19oKDqilcU6AwuSBEgCMwgiXELvfzpF9vYz+uO3EU++mmOVUpqgiwusITPAbPGcXh5uDgbQZuuWk40yGTZY1z+N6SLEg733VuLnwObhoZbE6CgvaeNeX7zGTXxE/2FziO4/r+GCy3VLnuujfIqFGDS8AryaDaYG/GTbp6unhRIW7GiYNUH9QoA7K21XLeGhXA3C5EtLexpczRa8kGJ8qaAj92GpHvIkmsJFRtHEmXTpDyTJPJBpMIumS+Nri9qCRZuzzxCkzOu3Pqel4rLLUWT267CsKHSW2bakLtxFZct2RLcqFctGlvJ7DGrTMBIRgCZC0EDRCTDUlEFIT7LxJQTH+rQImtcN0qe2eb+9qfH8GUufAKbdw84aFEUbwzYmjCk+AZF0gXbp/i1v83hU1N/wDWIBOmTJ9pypM7fIABVF0c1SFuoO4Phpk2zqMRsm2JcWciqMokmK5zh3emdlw+FSJtgkJ/z6NhoyyJqeJ2CQDHBpIVaqPqBJiokH11zwTJ4v587vRvx3KZ9ho74lhN/faxFK7g2Bsb6nL6uLbXmBjfm9dC/0BnrGjMZCzmMdjm9WaQNjcdv1+u0e8uwHEzQHnyIGLm6/FbomLl5tGnx0fOegDUtKtuLXby8fpSqaZW/N71egB+57h5eD6ol/P3eiyV2uejegwVyFAh4yQSFKVS2qowlTLlrUVJNuCNAVJS4QIVqNrAbLJ3wmSpiaxHm9eNkXTnkDozdPnfIQ6uG4dbd2wiQhXC3aoYqcGWfp6sF4GiAI0vKSlXjw+Gv5n32AmbaqXrl8IHNF6K6ydg3FFy5zA+ovgiE2tTnMZRCThddjtfNF9epotYA43wVNZOiDBCQco2f0h+QH9Efqx1q2uduy53uaiTP3ruusLgnV0DxEByp2RboONYceM0CAyD5WSg2C93YNezXXgAWhC8E1MCk6C4XQNHBRLHENvElaMt2bRsc7uQAUPiIQyawVazdCuSBtb7DB3XWWNAXJOqJVABhfbH9tXY2V/Acgy2G1tx/PRVtbJfd/+4Rvu3PlFD1Yz1TebyOZXoA4rfkYrFsQTXomuY6UVcC99bDdJ68/B78YZh/MnxdQFtCzCqGiW/C/sFuoIlbiK/jzFUuXW2C5+AYQckkPJovA87UmoGhPMAsRMHbpMer3GlvNY56W8fx8BOdfcSKwlUQVRuIPZMfJUXueDm+QbZvOnIhwp9kLBNcC13r6XBeSml/5zB80gQ51hSJqhCpy5dz9glkycsxkPGPuXm+TeTrkfBOkw+WgFMea1WsnvSLlzGSbp91hi4dQZC2WZNH6ESpBQCQ0Gy1Dwp2vnwgStZGNbxgzNlJLC1TA5fXmV5SpFW3KFqQBejNmmBy2c61T717xG2+yP5Q1rzY/ODrrlTFhgavkbRiwZBm+MludMCoQbiHDna61EC+j5tULpvGqIwxW0rI3YsaMckVBMKcceaYccVxEAr4aCxcj24dMZJMfxH1hoyhh2lqvbK6nnsAqlUiWsCRLdVmp31GL7rH5I65/j03woS7SY61l4P9cabCtviWqbd7RzfG4PfhxlOP6fl/nvZL89N5btjG99PxY7tO2Pd7zgxljehACMkHCvKIxR+/7b9wxK3jpuiN8f8VsZKPn2bBwarrilCZRc1joQHpMuHndSrmx1DUo1Mi1tT9jPGWUaF/PvOOe+KmDN7PP9Wz7KvVvb/nOo95K/Dho+wk6ljVviEv+c83vFvG7h2uncMyPLSEt+9QJIh76KjrvioVClqpFsmOKTC+7u1BSN/1BVI6Jt1XTqXq/S4yaRBPaPfJzcize6H+2VdcBFoEvvUexr6sakDHe2JlaxbP/tmuUCqR5tVLaFQzfjCzQKakAAYXT3dg7gRwoMbaNxUUGA0eWYHA4qScNen7kUD2nSXzLutRhZXhhq/v+IHjUcF4hwC5t25B+gxOozFeIgZ3NuHDDHgUhg4b83KxcAxMPptAhLHUV0AZvXAfTDOFDJ/1g+YdnPPGd/Cxnlb2afBA5Rq47Vq7HW8iqlcp0S9Cq4C12unvzeGuIbCVEAlMcExl7p2xJEZUyLO2j0EhAd/39aBJd8L6uSNhWvLWBRqvjQOI5FjDFrqjrpG5emDC513SBg/5QbFMXXxEk/hxgthm2Xi9nrJJr8pAFbioX7rLANYxUzGTthFUt9A1eCZozBz1CWgsOxLV5xvl7/wVIF4umE/5y4vTWEgdh8bMZ6UBwFVoh4f1WPrlf5WUfKgnrFPX8YFS8ZO184YqLtkbMd9M6NWMY+xjkqjwZud6yD4IXTdACUgsEydlw9CuVm/5R4I29meD47B4//mpSa6a8ZBGLzjUXHncleqmKhiJyHhywaImvCoi0dbC0hLcbyT4WKYEjcWaqUeruNHTuxUdf2QuiMYsYmAuCoYRXNPNrpmQFKJAowAwy93rd/VBcx2in0FyH3Tj7tq4AKAe3xeXRKeBdqwLBQdwKTA3Rdjr2Np2BwPZQgIgUYl5BrNyhkn4bpZV1q76lIp2lUkJ7PGxRM69xNS9+O4ibW4bt0/Xc2+TZWMUtqHbYHT66JPtjF3j0yZr1rePWc7Nyc/Z2Dk9+Kz2ubYnd9F2lX0LLNurTq17X5XlYiwne/Kbd7o7Of3RjawgxP3Lt6Ev60KJVRuNwywsG6MnASEN2u9H1y2NqZUb4IlTGmx0axl8upRdjw01uuNRY4tyYUzHipG8kFAX5VcqmTWzoFZ59oRH5lImJJo0K1LkMXUoHq4D5oTHxVAFd9gBAGp2vLHX6632CguXNw5XTg+XMaTXBY6Lp7A7RBI6w0yKpPL3kEEin7tC0iMlOwcXypwrXpc5BfI+h6SxEcone4CwCThkEyPGZ8qZoG8k+mnZ5CVWQbbh78Zdo8+YWYDsxoeMdObQcia4cCAK66XyiWAQlOA+YM2Hz0/tONCjvVoKBiNChFDKngypmIgHggwLN0ijN+kg20Jtt03bpQqxvHtAyjGEOsHtAUejD+uHds1fraXstAHRVDBqnANKN2K/TaUtWNFunDuq+EzZckZEHH3hE4AA2Xtv3XZtt6uKgkfdVxDa74L3b4oFNc6i5F/NOxUSZaTeVPRUOaCwu/G4ndIiQfA9p4qb0mGWgeK/Xpb5rcWIGOhxD2ZGiQwTXkAuV6xXLFQ3slH36TQA5aAWTpk2g7Lcfu0O11AbC/pct07XT6Ly6hVU6yaFU7aG4COUaX82Rmzvyv97SuRk7VTdQTIJENLFkSFIDnAcNHWiWNUH1WGizH71ovGH2CsvQPodnXX66llAKhMGwCxXWgyU0LVikIJEh8sASFfSI+J9Ilp78mGmshIYMmXVL6zdQMu7hs/JOBU3MOPwV3Lh9GWvGHUV+4u+P+fBf+qsOTF8Ev+zmTJG0BXnEN/fZ39/cLrB6iX4ZdbWG/2ATBcj0oBc04NRLBy19SIhEsIMKCARRt1FC7uGcYoICqeMZAxCrVjOjX4quF3eKijHGbGNHL6sG+5h0AUkDiO+xLfrAMfx/J4AY6afXxgULi2xlgNor0bGBevndPlFCEDpBTbSq3cdjGtye1tm7Xuo/C1zGUer/Dz58bRVQxljEtMXyE0ERTXWKUqTyBP+KpGcaX1SrSZGreq31MFKjD27ryvDMurn33JCtAl4WDNbwhseXTDF18CkH9YkDjKdVTKl1f290D47+vGTs5y8L0PgQl3Ly/rz7iSMPWkg8v9dcmvoUgqkUmCuHIuA01mKlhjzK63tsBCvCQsxh8FEj9UUti4YUlnA1jGdxyAxeBUleau1TvgNHiMjzS2Yz15n1yUhC/S9HWWSYHrxqk8pGNrHh7Hz3sbcMNQp5Ju3EyVyrhI11CwUtgeeDDoBLGcTxeRYwqsD4H5/L8Dd35h3kgmpumT2XHOlsGpPw4/RjJCQMxd1B++/HyUxTtvVKa5K8YdqJJA5W7c4BGYpLgDlfGORiJsKhgAqAQAJnjrh6gc/TT6jZDZ1upVgNNYKfu4SYDcVyg9lgDUMQVPiLK/8HAej+ksCAdqVbP0V4EYhA0kbmO/jfs5K6JBJ0g1o9xso7MkACfbOE6Oq2oJlhm/Wq6kBefwpsD3VI9d1HINXHMOP78F1SoXGJsQoHzPfr/8/v0GJVy016Av3ylx8IrfJ4kifvO8pSh/AMDvJiTefHXztAuAER4Hbev/pPo0In5nExJ7l4/fviUhVKMM2OYBwIql6n+dTECQ6QtQunjETGTuLiXWySMTqIGQWHTDEu9o6BhgZiewLDAsO55TkACRYzvMWMiEVNv3c+icbMqsAmMWJ6M2d8sMmgOpmScXcDBK5sjVJFNcKmYe1HNGtgEN29Z5YO8PfMm/G06+/qvh2tf5IZ3DlYyb8BkjcVzdN9tTs5wglbt5xo4MdkkJM+N748N8j/6AQTDz+8Efh80Tlh/zkN/j35FNw81jnpmTPmtOGT9soBEAf3QVgB9eRUlsozFgIFEg+sQdw4ibkRRsAsDdl2k3GnriIZdVkQaCMKx4h0IlJPo296F/+gJhFMd1wQFGlUcQGhwbpvZsHgGLbp3pbutAQx1F6zBxjLiLBUJg4LprJkQppp8n60AVKLgOYewAbTrkwilM+dx8F7qRbkssBVSA5LZ8R35vLlv8LlmPMgckb0h8T96IGjQBB7XX9avnxnx+THgoQpSZ4GbuvOl5U23wUFf6G4hUJb0L6oCle6hK6eHYLwrVajPHekOA1dPjlRZ3rKknJkxOGDO1bF57CeWli+eOgAQXa/E0NCqLM7cZSK2XlggMdwWVR4Ao/cG8moBaM7VrLIcvBnWptLPqogqxrx8Kl1BXTOWydg6cUNT7FfghBACI8kAdjzRsbv2RNO1/BqL/OMw3/+MwnfnjOTPbLJDwOcMbAJ3ik6diBcZ1B1cBw1nVZI62xkY8AbsjJjp5/Nvh7PnfDde+9vvh/Gu/G86f/3S49py17Z8Mp8/9mn4OPHqXbobiD++PGgNo8Gg0HTT66VKt4+qoAhhL1jVkPmcUwv3sJxB8DmFyfxVEYxRQXbZmcBUPcQ7iH9uzD/uVWhVQQrVh+/YBk3FRq81D192H87fac68ecQ3AKsyqzf56oi6qjIrCtbpNo8/16laiFPlMum66afRVaXriwcTHf3Mzyedme2KqFidFdYTGYwcerkfF0c1L4bxx8az5jrwhakPNG8iyN0xsRveuHj13WTeO2oJrnpuqnorZW9z1zOsLeMRb9IkXk6wfoCVeKvAyQyKJCeMj1akrFArku8qFJ/+WQZ2XU5oKZya4itRfSnIxy0AFAhzmxtW743yICkURKOe1OQUH1ckTrHmHgsrA9mzT7QImZ3GnD19IAOrA0U+XMBDyheC2xc0LkILJF8pM7sxC4Jg+wLe588fh7Gu/GW7+2/99WO1uD//qz/+X4StXGNwTjMCC0giTy6RkfZnJxlQr6dWNKW3aa0Y3xkmWbMv8sO3dd4fdve8NJ/d/QHmH8h4BM+Ueb/BxG3+ZsiVVvdH9Ithds18GX/XpvVtqNA2eutPWuu7L/g4cADFk79Bxe6wt9NUocYPKzeLp1qYowqSRa8DlfrEexXEfijAETgwxtSrhMtepO3ifa6asU2pMqG8LPPYRXtSoIHedEtgAP0pW5/Tp3PTJ+blen8CNW8d1M+tho+I56MsE2Zok64OMLOva5fN4nHL1MnUqINbvlBkQmf3BunXiJn4/4yvjLAaj7WNmUje5XifGMt+lSRvfUVHvjHCQl34kMSorSx1Vcx++q7iCej/cyAGonnVy+ak4yrgpCqYq4ebxXNPcZIMTWTOZ1b+fMTVeM7/9w7Opg7AmHjKZlfElnp69tPDZobhmXGDg+QDFaSDopnXVEQzKClCWeZsPXwLLccl8nMFHG/LOBcYM8jhDqwWC7Xl2CJXxWSLduhwj7a4zYTT78MUwL87nlTI/DqVZ85637Z3/eZjPl8M/+/Kt4Z/82fvDwXWeJ+IL3ugGCpHQ4Lb5joU88iA8TOnft2Umt8ds5+W6M88vLqwxoAkVkyQmOriTGdPpNvKDXUzrERbO6d3Xu7GG7R03UNgmBK2wvGF5nxlr/WOwURP3d7sq05ZxyTT2bQxdYwcSFKSAEiDaOGcgMKbpioPxC8AmiQSuw+vJLAavRWC4xrh3LLNf4p8W4xScnr/A7QDksXYnxwpFjmUtILVu25bzm7zwvFuO62MfgcjvpR3PPgW627wev6dSKSHNd8d34+fKVCO/N5S4soPWrJvVNFPIjUt3coML7JuTXK/HNQSG7zHgoG5RL2LVJI3wHlSigIM6ZXwRiFQhY+AM9AtQWzd7lzEnbMJl4ue83yFZPFUJpSINXu8br5R4f6ziUuIbXLel7ltcOFVDhREioIm6YIQ8uZrHvgMUoGVyKPuhIGsMP0oCYEKzNiaxZLKoT5s6d622CU297gqjb6+5qofv2J7nWVQkCttWvmPu/kvDV68+Hr78p6fD577wH4Y/HX08zL1rZS4ckGaenOcEHpb9cvevv8KlqxegOBG1JqPq6q0fclxipPXjvxuWjxlQfPj3w8KBxUf/z7B68ne0/zFlg/tnWefBP91C7sQU34lQRiNILmusLtd6DMY7uuMvMR5rSpRAw8EoojoYQAwPwxCMwIWxAFjFIMZKQmQ/4gOUx5kIO14gGaXBhVOJtlEa+jQYs7/H0OVrJe+wa5m9amN7QPXcXhPrqb02rj1gqJZs47OpUBk8VqG8TiFNnARILnNdAVdQ/H38vAGDvr2NurdtkyDhu4sKFWDZJ24i54gyCZgQsZ0bZx41ye9rG9eZNlzAxMLYYmZQIAQZxDVm5qYYl0+XzoSExRsltZm/xE39xkloE2+JBMU+SSFsZvao25QiYyYVq9TKxAMuH8oESJwYJVo2VQo4Ko1K8pS71kFJYiDAtASB6uTDdACUkmRBgSMgGvjaN/ugCiYNhGjty0l87icuGG2Jb3TBLBhr1tkH498yiXTBl/1V/jHwnx//bLh8QyB061Qc4eNYvuxRUHoygTcGbdjPdykYE22Jp7aME+0A4oT46JRkwtmT3wznT3473Pjap8N1yvnXPx1ufP0T6k+G68RJ19h+9tyviKW8C6OAZLHi7mgMGEmesBWS3Gn5YYVLg8ud1n00Nu+gGFgMTkNzXcP0Ls71x0hZ565esZX7CGUzIPonNqJOsqLd4Z0eE6jI8glA3Lpk8gocFaHio6fq9OP8MXghE1ivxWvnc6TGONlen4FrCeyCJaz2721AhUJtdfFw71Qjv588NKj717+r3FxsV6U4F3DsokCc0++ReLCrkd+Niq/aF4gcp924MjfR70Ug4xG0/RuYKlZmkif+QpWMt3yxDepU7+VDmRyiQJHWedkNYJGwMIGxn7cXtdLNM4XuPxNS+2/vFjJ4wpPS/qZGgGZMH6p/GMS1K1iAwVddoT6ruG0qDhfnixl9IC5JA7dxx7cEGl0lQaEIgLWgAIcu1jZulq+00sAxQg2d9yT4okXfIVePKrgNgw9AdazEN0AS8OgbsHjJuwO6Gby0LcdvSQT75lwFT87jufDPt/jsW16/5WCrKrLjx9ipKNzldtydd3zxzlbYUu+Ih3acZ8dMgx3x0ZYfeQsEFmHYCg0Ar62jQvxY/OjlmnkHxmD8sbPNu7dGJxgsqzosV6bMds6LUqg0tYwbKWy2a7yqiFA+J2Quc37q3aMfsswL8FGnbVcTDZD+MUQzdlEiAMK4V5S17tdjzpnCMR9z/Swno5c4h98Tw6/nnLgBaPAByJp+UVVB4Dx+FwLldXtOspa6ebYVAF6rYNOnuWAbkyd+trhj1Eky+J1y84jScOwWb2bGBP0ygwQ4KuYUGn/jatftq+wp+xkP0a9S5hyT+GlFJm915/u45NgLipUpYG0gOPP4jJV095L560pFmxk/YqQkHEyXm/7WzSPhoPpUKhz1UYEAKBCRfJhmkJZJq6u8+oo7Oy9O1Mh3XNzasZwApHJ0tVFNXBcoYyMA26sLP0RcLGuMjVhoA2y+ydSH3pTlSlJgcAFPaFQq1oVR+OLmCSH9ASGvworqYKD0iwvJOb3GuGmBEUBUHZ8fUoWSoXO77d7RKGbsmAXtm3t0zQou72z8QHzxxkCZFcEdLH+6ZXo0M4r9sr27CTDGEIPQaCgYl25OwaISuU7RqDiPQfnuie4Q5/Pc3Lm3TyipWX9im0DRJ7GHy8InABgb5zh5Drgfvsp1/l/DbPvvh6PZg2E0uj0cju8Ok+lzw2L7P/E7fZNzvc0+XKfGDDQxYmMhgBEa1S6xEW07jr21+JJ+XUmhiyrRXzAbnPavxIbXouphxALiK46dL0gyZklSxn+x8EE/11fcgDLmY2KG/8rt4KXmZpKbDiCuXe4qrvsGZHnUw5tUVMobFkVAtAVudLlGZ8MLXruR1bNffD5hSd+fDkektB37FHQHemsiscBxjpYoyiPtqI/qtHSgN+6dKXJcPbN/Pm3QxpUy/pSYSaAcW6yHBR2onTET3ImusyQcyNpFcRjoLKURIF00VEIDj+KwrtLwIsa8GztuGm7XHf41gadJN3lnNuvWuli2aeSqROIc2nS/ACqv3qVPXLoAJUyUuHicM+olRMAQiIBAH9rYh34ZY6Jd1dn3AaKtMQxlS+yj+9brKJGKZKrcH8qsXo7tD8gNwaREYiau0fcaAF1+VFUOQNeZNsR15cfjhxFGIAmUQhKXD6XDYHeqD26gyyeux6iBI220A9buMfu6DlT2E7wAJ3T0t2T/5x0k/B+Gf/EvlsOf/8vp8Kf/+HD44hdHw+db+eIXD4Z//I9Gw599ZTaMDu8N6/P/g+O+y/kxmq4IwiQsDQLT4luULKnx5uatTZPbrosoVMKYwnKLp5IBzDGEyXhNhRBYatxA11XhuJL5nlwH1sRNGj7fu8pmvOQ+cSMBIPET21umswABeiHiOLp3dSPk2B4XkJw4nDck5SbIzVy4AE1QnJ7kn65F8Uimyc8OAAAgAElEQVQ8+A6OvNXIm6HTjALP+7ht9M1jGA7eN5hUowDlukV1shAbCZZjTsZJtNU7yPl9nDGOajnp1b/xvOTLFNeAk7EbkgtT3nCq8mx53a9AFBjc4VUMYMkbTAWFF877NtIthqgibO//lmUGNe//EbfJcR/fYvqH1Ov7QMdbTLfU9suAaJZ5s6n7Jabhbac84u2bUAODg6buw6DpjjehluIICefmfL45VaB2nP+ENwHtHn1K/elwRnLglIHVE96m6n47tiVGMq6Je8AXxT+Dr24xTegm04SYMrRCgarwj3h86frXpr51S7YGtd5J49b4GLbBNYbvnVwjiqpgWPy43jltF6JdEgGsc/c3htgZR+i6Ac/2CdeCIgUmt6fP+6yrbPyx1fzG8JV/cpXkynj47BePqnxpMnz2SyynHg+fof0zgPUnnz8YvvKnx8Nk8u/5PniTKud3kFd1K9dMuFiOEqEqAZzPE/XTsN1msV+Vcu3qGAUW18215/oBbpvPhtHGpeRYAdN1Yax6p3sqgH5vQLnqYGZOIn0cz+L7zXgVKlfjSfRrj6+v7vjaLWIV4sF4CFlmihceQw3K+jsZA7GP8U5311rc0wdtM+NBLyMgoTiqUJSntWW2A/EQMVH+55b0dwHkbIgWFxkf+bYi/+3deCn/hQtImVKkMgUklQcoeHXVBrXZ6mahFhtg2gQmDBF3ags4W2cFCBBQVcZN9TKxwHYVhPZtVEo4GmCAYZyyC1iCodEDWQqGrrELF+3ONNg9NiHAoKmAANIp/U4B5JRJpqdAdPIIoAUIBdl2lfHuhuxbthq0MZl3MF08jluJBpRMCKNOuqVkJh1fcMCOu1H9lyu+Mi5A/eGXd0GOaeyDKiZjh5uW2At4ApBGqLEAV5INBuCCokEKbUATPAxYw7U/ZSc43M0r/kERHqkInO/+N4Znri6HL33pYPjsF4Dmy9Phc1+eDJ/70nHKZ1kWpM8BVJWC6zNfPBy+BHRXn33Mb/B6lClgCIeQRP0AOS6brh7XFnj8HKhQrouYRzWzPUpGHUBo4zOqXgUVxk+7YOjmbe6jhJQ8Mp9xLABhTG7Fn5mtiVWiggJjlo66JvfWctzEgMWxMxVIZREOwQI2EwQqSwZtXXabN73mVgYi2gRJ1Yn7xjHcz6SC/aM+AARIGbhVbShL4qEFf3RWU4QApSUW9v9wEXBMNqA4ed3X91Clegxjeg4857h1iZXewM1jrp0ZNAHa8L5sYSmAaMtyVx6MnBcrqkopBvsBi/2iWkCTTJs+Le5SBkExZIzVRMIWl0nQdhpkChk0ZxhEjThWsmuCJ0CsA4hu1o52ywltJ4IFTCfGPJzf/Uvdav/ER/S7mMWgC8Z5Ac9Z3idk6gT09AmqxSwG65Pn/sAjABZgTg3oT7iGx6ghQG8fuy/AGvPo0sU1c93CZ0FBCiBdNVVGt82+wBzVoo/9KBpzH98xdkpMhNGWcmDwD747PHOwHr74hUMUaAowBY8Q/YlACdCXW9uXZwErbSoU7Z+h/vznD4erl5/nmD+M8iTmAVr/uCzJCQFSFYUi8OjKqSDOdsC4VIbEN9z188AeRpuZECoNxi9oxDT1QKKgcd0mEoSEm9laF6zdWGaOwVGSsdMVNLnA9kxixTu4mB3BDQb37v9fnmpvyYqa/QA0AYvzCVlAExqTC5ZqS3zrtiiUQDlp2ZS3QAFTpgqpOlVq/EgFMuWt6lyUpLyZFlQPADrbAZD4v9rARMJhdkaywQzcJu6dQHWQCpBt1oEIldkmNjIO0oB10XTjaL/3nzDI/5LU8cl9DBGXTPcs7lrS0rhhLdOWuEc1I06pZIIumiAImhAIEcsoju6Y6rGNImCcQHHCcpIV9N8BlaqmC3fKPLkTxn/Onvu74drzlv8MLH8/nFKff+3vMv3njFT3GfBce/LxcA1Azp/7mEIKHIhMd1//2ifsR6Ht7MmvOSbwMu/uhDioYhuugWTBqcAAVVLiiXVcFySAedLdNW4gunK2BTCXMSq2VwJA9844SrcOxXryLv/+dg8lAqIAJDgWIHJdcKJOKhSQoUB/8mVUqQOmQgHTZ780Hr70xckwmf2vHBPXSnUJPCwLQSCqWhfPKUIxdNpXKGTFL27HAKNAAOcsiTwzBVT3UAJAWyW5wDJu2ALlWKAScbEAsbbjPpm1i0KpZIKmq0eNUgtNzqfSRanoE7Ui5uJca86zYZbJmoRG3s9uKttzmuTQLUeRsk57TR/ivGbhhAVlunjVF8sOFTTXvaYM2VeQ6K/bGLfPlDcA4d4lJvJJWt26JBrKhZuiQM6vqydmmc2QWeHMBD95lSlCgCQgum7lxgEJg6ApURwhAgxjIYN8lUiXjfUdRr+Lguh+MWPhnCQCUJ3yDw8nKcRHD4mXHln+gEEC3kPaXLedPrvEMbhzwNfLie4b7tgJLp9lpytIOSX2OeGcJjRUFtXJWOo0aiMkzJmjXHuO+rk/UphH9zzriZdQGVPgUUbvdBg1d0jdqy3u14475Amf4SSg/JJzoV6Pf4Vq/ZKaEmAAGQhPVByVJzEOqiswunNJMNCOW6frlpjCth4LmZVz2cQC8KTG0HekuOd3/sPwz/45EH1BV+1CiUqFdOWaO6ebR/nv/uTy8N+jPp/7R02p2nZdv8+QiPjKPz0jZngDcL0+DHqvQIJLNpApV7vnVEq2CTOw5ZrJJroe9462NSl3Z6SXYhnn6LaZfrdg5Lh0Kwy+l7XL+X9aaw1fGCjCFxjZP1m+ioWMh3TvAk+mYaksxi4U0tgLH3nh0ZcYOG5YxnhS/4D2twEBAICqHjsXBuIcgAokun/ZbpxVxX4FDnU/DudY9vEiHqtRieLKxX1TfRx0pZwzLegac+tQn2Men5jiztUYktOFcO0qTc0dVveOzNhFfIQqtKycwb0KI0DGSQ6Spujqpa0NyupyqSbGMOyTOCcG7DLulLEOdSABoiQJAgSQ4E7tjJHoYym1EUBAZXa2cJlw2LLNpIJKcUIW7ZSs0A6lspwAxA636QR38Aw1OUNdTnHVTgBsR73NA3x8hrymmBsE6z7YlxjKDByqZ+wVJUKRfJOOcKlIAQq4Sp3KXdPVc96ZYDlwqyqZaDiJGgGOqoMKmbUyZtk9segCqkgCx/bn3x2end1JRs5kQleivdsWSMa0u61ipM+w/BmUJ23C1UGiXVX6/BdGw2jyv3FsbhaA4xjU5rGx2PvcXHhDECCdfd3H3FUt5hU+ZrLrQ5IuZiIfM0b1EEV4aIYPiKhTTB5kAJh23T5BQjkCT5RKqHirrUryFDgbZ2QYT5lEaMX4pwr7JIWuugke07R0u3THSPL4D+0+9zW3kH3z7UZm5hLXGgdxvFJD+kedVBvORTEpkUFVgOm140QLEwb7eMgYiFjnOiXg4LIlHvo+QKFEbTmvQzYmAiaVKGNLeZ/D6yyrToJkQqElFSqJgHsHHDV42tSI+GSH27bTpSMTt7PcR13iyuHOZZsZOF073Tr2x+iNWwzwK55pqhOVERbgaVCcApAgqTqnqhHtUSvaVJozYxaOvUHVzp6ogLW/sY8xla5k/a8Rrp8pbkCPWwjEp+yrSt34+u+H6//67yn/Zbj573BFU/7rcOPf/tfh+r/7f4fzf/OfhrOv/QGXkHMwK/yE+vQ5Z4GjgLh6J8x02BFvBSxVKSolUAIkYMCka4dbdIJCVb9SITN1AuVdf6caRakA7jlihoffGr7yF7NKLgQIXbkeC1WtShkH9RI3Lurkdt2+DpPrwEac9S//jMTDQwDhfElqPGZA9wnvirjN/6QyX+zav2kul/FRxoeEQHXFoBMzvc13CBT3rRkIZnl5F9iAxHUBKpCA6S77pridcS36BTAUa3nH/XxBitB1ZRIkAUP1SFsnLguUDTDVKy6lrh9upwkJ19sgcCBMcqG7eqU0SUIke6dKqVqAoiqpPi0WSuYNkAS2vy98GpAABMVRZaq4TPxz7uBrtR0TF/kCFGOiuHmq0tnLKNLLuHaozg537gQXTlBOkgBgPe6W8LAd5VFhss2gH0iMh0p12J40tZB12ABKpbGvSQWMPcXHF9Kuu1YunFm7ysz9AXXBiHH5TnEFT5nvphIZwwRiodJdoz4FpjOSA6eUMyA5Iz6qZa5fV44+umE7VOaM+OUMQz9hwFQFO+Mazlk/Rz2ukVBwmpDnuPYc7qHFWIrtp+yvmp0aJwlK3DoVjmM116/DVNDosqE8BNQmG4TlNIrEesCxBjrbni/ATp//xf9H1Zk3yZZV170/hiNMgKBpW4BAckhiarr79auq9yrnsSqzXne/eepGsi3LlsMR1mBbtiWDEIjBmMFiEELCYCHE3IhZ/lrXv9/a52S1/jhx55tZWWfdtfba+5w7PLf6t8OT//zp4Z9G1hkDdXD09QJHZyjjpnLuZKkOIMCjTR5GUt49PTz11ITO82E+T5lJ58cZPHXmIhhHhnH9GsDOUApiJeOfk8RQdGJjmYCJWCmumlINibVBam0YTXxGJ2V57LpVBJtPso1Ech/b7jvZwgQy1RZwCSxZDBln8tbYRyYKwACNzFKum8vXrBvzJPHL+cZFsk5iIT9LKSd72cj1sH4cuafkk4W0ygWRION7Mwr6Ku15XDhZyBHSvlm9puqSZQQOwJh/BOAo25gxCKA8N/lwgPLclNmCJswaNGZ7/CEqwD+Y5XOjDwxXTj8gkNDF2N2nsbB165BriY9Kno2VacZHSrXINo7HcUMSsc828VgsbgDY1hPfBEQAQZYxbso5AI5tgSSIZKyxcipyUZNBaVjS0XOmumU6dRoMHBsZ58iQr4mRrJ0zbhIYE5huAli0y3X7Jtx7hPzTLcz8Ay0nlIDXhJ4OIcevc74yr0DIfQDUBOBOHJ8koDQhMCMiF2GqKeaETDVJTR6fRV3eRJYyBjLegoHGyDfBldhI5pKZXmrSjhhkgvR67+TB8AbtbqRa4iOB1E0EDIXIvci4Ak3lkS5BU6ACXAcg4eABpF940wkTc/wRwAEUDUhJuiLPkgeCOcNUARjyTtnG7zgysZuYCnaIrEMqaVTABiecc8yyhjOwBGRHgOOI5TFmwRGMcwwwjmzKuICEzmxOCAAd0Y4FmABkRtdj4qcjAcH6EfsLjB6HxQDgkWzmuYDY64+9xpb93BPA5PqwD2DugJFxkGVlXbeYx9xPZBzHlGmLjwEkYiLiImWdrNRbST2MBeMjTYXDcPMeIxEXYTI8w5RctmdHvNU8QDJPFCAhWTQUzBcBiOskSHXmyqZmKRA0Cejgvi7S9TEs4nJizOO2LfEP7IS5MIZdprhqEySahoOMMX2RMUbZJ/NwrOWOLCi1JclLvKK0crSsFQbGLYLuVNC5DRhlC901B+Hpts04f+YAvcgzjQeZi+/BZ09gnTAM5465ZkQ7lWnSuGe7l7FQ2Kgx0TgMxDUuI/FkKlmJawXPTWWeQAJwxB7jmxy7yf0seIVxxsREY8Bj08UbIeeuA7hTjk1u/eXwztPbOHPNrQNAsbo1ESLddOMAUFhKoFWc9Npjyr1y9RoA2fa8N7zxmLfJfYDBkH4/AI2pcSo7IfVS7U28lHKkOHvGMABI9/FFc1rGQ0o/pBUg0ozIvhuyGQDEMpfhNDKq5s9YyvNZ6tRlCYsZGykbzSvJbIAhpoOgAEQBByALUAIewAZIrgoWQdGA4xghgXVMEv0qc2wcsTSRfpX2vEu2nye5/vzKpczDEoBcEThhIK4TNFzrsSuaCpx/NWASVGwLtAUyzrwRtXVXYaiSdRoNunWyk5IO5tJ4YPmsYIKhnhkHSDCDQGqOnDJOuVfmAsd4EZfJVKXe2NgIcCSOUcallSOnZDLWmeR4gSpAM64JgL5F5+Na1mNXA6CAKXESALUCwXWAGNlnbANDaI+PlHIyRKoWCkDmhUbWt5HLqMJSnvyUlYwJmGWxqdKNjj+nQy/s0J7H/ea3ZBEkH515ikSzEmIKeC7lnAAWOIJUlhGorAPSsfGSx7DOJwBEaTfG/XJ9ErA0h0/wcMzP0VwIkHQAAZF5ptOXWAeAEzr5u0cwUqxsY51uczfwBCSsB1jY3n3bpbFQQOa5reW8BqQ3HQ9PIzlGtzQQ6PC6dbqJgEmbPqDSNQxj0smVe7IpcVTFVIBHBw8WSmwSdnIdACa3hFyMXFOqGS8BGIGiZY30Czhkn61yTwnIOvLvBMB4jkDqRkNcP+UdJkSBCzYzBhJcnKtsO0I+CrBiIMAEYJ4HbFfDQuXsyWh13BhJK9v9XKPzx3pnKQGYyu4eGwGMgIhYKGwlQ8lGkXvGR4AosZAx0Ydb+xCs9CcwknLvg8MTAidyLMxjLKQUAkyJb9yu2EmrO9JMJlCacb7xj/tSdYBEOoXBtK8nYQylm5KO2MZrAEqsbF049unYCQwBFGYxX2OuSJmG1JrQuUcEv9ZYKc80HOY88efGLgAl+R2AlDExoX3zAGaq/dH4oaKRm6am4tfBYLG7yWGcUrNl6c8I4J3i9lm9MPJpzH3TAJgWuPmkKcCZ3BRIBaZIvQxFVwYJHM+VeTAYAi7Nh3LndPGy/2YDFiCe3vR+/H23APPdrw1PL39reMNTxDuC6M22Hhs1UCWPJNv09hrgGCN1xlIO5pxy7t745IhZbj4MMGQVGUPGMVbCdQuzyCg4d7p6AM0JVQTYdUyJYhr3A6ZIw8ZQzRKXjbxnSUBYSobqzKNLZ7wFsLqzV0ABOJoNAKODLFY55oRxlZIveaqwkHGXMZjgU/oVO2ke1D7Zif22xGYCTMBwPPuI4QDaEewTwIWhZB4YZ/FR+ofAETRlaT8/x0AIy3wEwHwE4LiUfQQQeaKJ2wDGJcZCNQEEmNh+pswGOg+29yn1diMqEkZUIgRMyLsR7p1tTAI168YmSD7jGbcj+wSTcYjxU8AngAAfAIv8Yl3glfQTaDCA4GlNuRdbPPKO6zQTOCazHPu9Aho6K6BxrjmrJqyQGJH/OcXROeUpdl3a98eWupMLgJ6VAWroBJtIDLLseU0L3/Ma3+2E73UdUJ8i4Uaw4wjDYoQMHKfxHZSIjlOiTTOPQ0m3iSAiPpoGFMZN/C0AbYqcm0TOARKAMlXiwVZTGQtW0FiY3fpytqc3AZ3guvXV4cruD4Y3vbVVMry5g0UQ9XXBosRz2/XL/a/vTOSyA5B1Y6R/9pYdMcln+JsAAWAoqaY0+wzrsIZAAFDa3aMXYBQkm8bEBGk3uUm7BYPJXgLNJTLOB4S2faSeck9bHaaqZK9sxf1iUrBfYFItMRK4cdv4bJ03ZV5z+Ix1ZKoT/39hL4HTQLS+BM2RrAZQjKsqpuI6TIZrMpZNc6ExXklC7sH/XwmowVASUGOBfhEJVyCKdANYxT6CCuDg1Jkvcm6GJF+zTZzEdmQd8k67+zmMh+cmMtKfACjsb0t+RlRXm0NyDoSqmQMkGA6CYyygXBdUsFCBhyUd0YJS2SjOX2QZ0s/4iI6phR0pZkmO0gxZJ4CUUh6v4lI6oXb2oQEq7W6ukdWuISl14yYkWA34lZvX/Bw7P8zluCJLQo5xdEykOVbkMLuLeYFkqNHj5BS0W7VaR7DPVGkHADLxCbb4HNt7fpuWJROgMBnKLE0pyHmcO7fygXUZZeq+bPO3CTS253cAkgADaA4OLObhc2CeAAswpSNiOritGSErXbv5qeEt754Pr3ujrARIBERAwTJs9FrwCKLGPAfQtX1uy2gc13j45Xf9DvERsePtrw6Lh4KfB9BLME5iJYGM5GPdWVIdsmH50hg3cQyDhak0QxzKEfAoSXEivVZ5Gsblt2Q9TmViqCYJAyxAGkAZCwEcgZQELgYGYDqJFa680+7W1RNc1ZRylXPyWs5JfZ1Sz+PtWCopGoiSkFWNaHfzMAWAMlEAxLaunMXJR6uPI+d80Kpa6viV5ImIlQBjzAet7hgSGhAwGCx1ZYZLh5yLtIOdnpOVjIsA0DNIZ+XzlWu4dmEcGUZJx1IHTns7jAOIBNKkS7gsazuyTVmnte01umQAK2ARRADKGKjsZM4LeDAAAhT3a2ULqDrP/TPs7lrSEZWAHJ9jHKRKgeOpWKAEaAG45jcBl6YC9vcpLOaQieM975dlHMpV2Od5ZqB53jFTxH+ZVmuPQ5dCVv7OSEj+VuIgbe9Z7G8YKCVEbpdDZ8nQFLZJ6ZBLgXRbZhJUHGuybyY7aTwQO3l+2AmG0nxwPewF+2hETAUZnXoCIGe3uSfy7ten/3p4/VNVU/d6QPR6QJHW2Of1LN0v0F6PBMw5AZT7ukHhOQKJmjtk3dOUs8zvUgZ1G8AQl03vfIXP+ws+G1YkNpMh4zTyvaYAaOTfLNgBVtnfJm6VqIJHJuIcmMk46xT5VyZDMVYZDSX/BFBYCqPBeErJmFKhgxQUZDZZC/A1WVhTk/Gww5QIYMhTlTun2gAMSjgYRtPh6lqzwByRgBAcLAGAikQwXQVMxk61VPIxJwNS3/nurJaI9Ef+V4Eq1xoryVTJGWksCKAeGxVwlHBKZe3vZ7P+oeF92uGjDzJlMUAaw0JjWYkOp2M3TnEp8QoxT0DWqhUqjgJgAGe8hxECKq6JXY19bIyUdZnC/dyjxVrJIbV4KaYFHT9AiQkBUwGgJF518wQYHTruH3JLIM1avmgGM81y3M5u81yACBAElOxV0gxWZL9unVUNFqdObspssh+AV0Yi3cJKkXAFDtlF5kksFsZS3gmgavPbfB7J2jCS64DKIeqxwpslLpAE1ETQ0Elnd/ied3UT7bBuey+W3HPhHH18/rWbnx5+8V0rmKTAICAKLLKM4AEwYRyPXy3GYruqw9u5Lb6SjX7pnb89XAPYs9t/yWfzf6HzT1/6At/pi3zfL9H+Kk22mvEddA8dWzVlfRzZCTvJPDBYksyAKGOsYkyYUEZiU6kRAwM2ypASti2Xqip31i9eW9CqQfHahsSLiwfojKVUC1aIm2cKkDQeGvvIOImTBISMo2Rz2WxzlgFY9nusSUKPy1I0ZWGuCZiUfco9myBS7sFKcfgAE6C8YiylU2eeiVbSD8mHynkOK/wKiVnLgp5F4pUF/iErG+j4bdjEiJxSYiTBFUCxbEzVl0myNgaThSaAx8FyJmCrTs4YCaD1chvjnTCUkgymUrbZ+WGbsr6LlcoWZ7+sJHAAwJTOPwcgAZDMhNyS4QIgOq5Fp+Z1lH21n2OwyKyzSK5VslHIaoPF5pnHTqkGSJB1MyRdyThBwj2VcQGZQANYYRhZBADwWbPIQp/eSjwb6xoIAFtJJ8vIOhPlH+u6fIt7dc6U7YlgaufNjKUE1d2/Hd67+YPhDW87KTkHWARPmgzlegOSsq/WBZdNINGeujq87k1PD0++7WJ4hlmQpneIywCSQ9gngGOibNPBw13MUHM6emoEMUkyzAKjZAqgwlScb9K4wIR5Qpw3BlSTuI46e1r5gI9Es3WDWuoZUwV7mXyuQYo6fgCuFco63OQatY0dMEnCApxUOCQ5KxPp2iHjlHweC7isbLB5rq3JwJbQFXAyV5KzAEWHLsMkBJLrAZT7cPE4HrscsAgwY6fLciEBBKg4JrCuyFCel9o7WC8On/GTjGXyFrlnsjZuHnN/C6KARBD1QD7mAiyVJU9XmGUCC5VLx9PcdaWXMU/KewoME+MgWGWWPBGdPjGRQKABnOwP+3hegcI4KvJOgGChCyTLegTGnGMl/zhfNgJgSr85S6XdXKAR18gSB3lmh5atAOwc2bgAgAtjH6/1/FzvRJDGQt5HgLrkHk4UCdCmtKzLOu4zjuK8AJt98zvu5zOUeMYhDVRhrsQlyja+B2zgvGxjYqGFMg7QKO9mdwQgDylAJgsYv4yRXr82/ffD63/xuCRcAFPSTUcvkk5mOrATMi4gAnQsHUbxprecD++m/Oe67Kd8495OoyWAZ3cAN99Ns8AY5eoZT2bLeTQMtOiN/WRLWMrzBLjxXS251y2B5lJZ6JJYE3k4AWQCrdcQxu63kkPGSuyE/ANMMSuMwwSWks58lDWIgC01f24HbACT5XVAV439GVTJvlZRXhXpMJyslvImEsK9ZMhkLetWStR00wAtpoSWuDY6yWInNlHmud3XWcbxFYzEVTGtAFLll2CsFjMZN6WUyHwSEi9tSh5prJzrsdFeQwGgEPNUJYPxj0BzWW1sTAQLjZR47IsLF8ubpzYGxJQE7Mz4KPkiABBQuG3MQy5JkHXGiSQTNK01AGmNR67JYK5zvGSczCMAaYDFcwTA4laBKoAK41THD5t57PZ3AibNBevoUhIE88g4SquUHvldwma19P7FTkgw9i80FHJvAdRbY6CwG/si9dwHs9Ep5wAmcVAYSAbkHDq0y0hA5SPSb0rHlc3GxEu/tvj94Q3vmA3JGXXGgW0S/zwl+9R6yT9kHsB6HfV2T73j1vAepowa85lz46F8tuzHd7jLd4EVZ+wf49Kd7JA7u0/AEDh4scABSZedAFC51x8OZa4UqJSrl819r9lPbqxLWt3KVMyHwcy3wWAtPeD+komymJISEAZ0sCXlVQUaQdUasZbjnzJhZ3P9Iv8iA5s0bGwlM11LK5ZK7V2ThnFwdfeUguxLIWtYy9jL/fwmkYwALXV5xlCtCiKxUwHIursUuGJsOWfDFQCVgX2yTgARkwHpodEAMMI67gNc2toTQZNtjgs25Nu0ld+M9/w4e/5JVh0AsvEe8HFNBtJR6JlkbSoHjFHozAEGHTZGgwzWmEZ2cV86O/FRWEg59m2mzTJeQp6FWWQgOmFrU6oUZsi7GU/4Ocs5T9c5/+R5pBrAiURzKTsCPlpA5+fQBOn8tp8jMAEMrLNQ9gU4TtPF95KZ7gDQ7Pd8zlWqEYsYI7k+b4Cw882RVqm34wk+o+XpnrjFbZ/mMlNjABkq8QrMTzz1zO7Phl983/3h9W85BVAUtDYmOoBHgDFe6XVPHg2/8Nbl8LZnfne4QhNgHaAAACAASURBVJpgdo/vBGgCHMHj/QUUjqJLzYcp5oNxkJXhverC7ynb/CP2IY7qJonHZsZ8MlBfApYwEwAMcADSVLMlS5xJACOArDc0l2ZVR5VNITUB0DjOX0nBEaxk+dR1RxSHlQSRjCTjaJkjCzUvjKfIRVUcxX6kXuYRd9Ag7m22AzDOdfSso21f0/LygtTy8TDJEpnoUrAh8wpMshSSL1IQ5rJaPKxlflKmkqVYZ3ahsBUguwq4nhgxmd4Ip+vUprQjNjJvpHM3EUDmgMwFYS4ksepwiJ3xxreHFU/QqWyEJHO8j7FRckoCiusST7G/xgwBkABHB09mAYiRbt8EJHReZc7epxKf6fHIPJ7WjY1kl0ViJjq1ALCTKxkFAq1YRSb6Dh2VSm7BoazT5UuM9C3AATMFFN+qanAl2x33y1qwp/eMdGMpcADgQnkHIGWobjrUUuCWUyfrzMNGshb7BRad1vySRoMgK9aRoehsAE0QTe8A6DCX5ws+OzwMCAhOMQXeu/nA8LarvzU8+Ws3h194+4YYaklbDG98x/nw1K8+HN5x5feHp3G0xsRY8/uCEoAKCBmF5mdOc0+KdO/YvsJ3wQ6/y0DGBjTB7/lzpJvXzL2W86ZKubh7rAOg3DdA0r63+TAQPCXv6jisZEVHEtD0I+JJGShzVvTYCQk3Ckh07pB8MI8V84Kpht/DVByPgUEcF0ClPhKgKPmUd8ROpwBnrNV+g+0MDnS/TiD72D61+iKgApAO+8+AQsHWWwExMpC4LPNCAKATmOkkcZbxFUwFkCyAzdgoTYkABxZyTFIrYH3WEiFdu8i3mAuyCf/gxEQCiY6MtLIYVBBFuhEThTUoH7k6Y5osqsDnSjNlGMDQFUtNmwZAgCMD0dHjyNHxWZdV5i99b1jyT15cMN3Uyaf5wzk/5Th0xJgHdlQ6Ws6XKVpcpVMn8IxtEiMJKu6HhBPcC0A0pwkOJV9AFNbxHgKPe8I8JdWKfbpUSz4oQOA30Fgg9rGkKLLHzt9bzhEQPKllGWIJjyUWoWMu7gEins4zOyySbSGYkHTdjCh2sON7DcwJW8TBSycWBHR4Oz5ybMRvdAKDPEeneZpE5nuJa56jsxzxtB/Jund50hvL5NpinABKMLhPqca9ZKX53VrKWB3Afn5AHsAVwJWfxkv+Pd4jgNR0CUhd8j8+yDrjJXNULJXJ/CYpf2L7UHPIb6HVbgV9ahv57s64lCH4xHCCxvWadJJzrDChPOuU6pKa5oxhMVaxJKayVtD5LWAhxiQ5yljAVJU6QBIomhOyVdzAxlyJm2QfGI31GnlrLGWynv0MQc8YJmVfGMo4qlXJwERlQuDaZRyShazW2v3p8D7sbxslQvxDBFF36bS7s80PgWM38WngPHay1F75pmxznWs4XvkjWQnpRy2b7NOTrRUfCTDZSPnmU/6bsATjgm69yrig/zBcufIrwxv/yYPhbe+moyOdVgEZ57qUeWQW2cgYBpbSyg4z5T6uCwqWsg3jjVZ3v8+E+zbXvzWsMAYi1egcS1hjoSSTMdJgkua6JT4KQACwMZESL7GQbMM+JR3fb+H9WM68D4xSDCYgPYdzAY2yzULW5b3aL4iq4woumYfz3Me5Jb0EVT+HBxafMQWEsc793veRmvf43Ps8PB7wu7Dt58zvcc09JqAhRzMFUIJvagMcGg3FRnye+aQARQDJivUdBJT5pQKzjNX283fknAZyZakPlbrWh4JMymfznSfsNxGtg6fsGwsoQFNyD5BbgwgrKfkmaTKZ27B56g+NoZR/nkdTAtJGAMylcwdmm2XmwhB01E062abvlx3rDMJqNWQdCdiYR3bKyw+QdoKmZofCUk8lRavzM1GPEVHjmEzcGz8h9xwUmJG2yrxK6GtOaEZoRNRMRl/IOZ53DQfxiQkD4QTFBGayjSm/mZATmrDPiUbCVnueQJFr/IMyKpUfD0Bl6l/zQ3HnOIeObsvoVFw3gSSr2Nnn2tU6c3HNZA075d3h19/FnG1vfefw5Bv/cPjVY1jljuBQTimvZB06LUAqAAIEGQUw2RY6d64LuDT3eW/Z7nuABsDSlne+PyzvOqjPxn6XkXMw2N2Se3M+N+4cAJGhSuaxDzPAjhMAuqSTL9jntmwTpnGbjmVLhQMdZsHTf24HhBEO0sgnOk2GCDsgxWIGNLbw2oDMjqz0AihzWY3lAlAuiIEW9/hOgEpgub26z7TL9wosCwDjuenkAgbQzmA1mU0wRWYGxKyHwQSdMk1mNCaig/P9jKEsZ0pJk/ItUs7jfn/PpYWF6+/T0p9YqZG8E/eL3OM+gKgKepV/AkewCBr6FyBJPSXbme9Cpy/yT/scE+IAHAAkmGCeSL6UhpWjlwk6D+4eMpBYKq1LOWMrZKDNd9lmzrtY6oJMJrLBShlV61KgsQ83T3lXS9kKYNFqgOD/ojQJ+Ygbm3CIus0RFTNUNhgXaSTIPuXMTQCOMi6xkZIuLpyMgEwjJ9SXsk8xEOfKRNnmfOKmugZAKPuUe16nTDMuAkwzO/ztfze8+7lnhyffcjS87a3/c3h6TadVQkDpVm7PBB4ATMVBmIntgNLYp90bo8HznZRk7KC6PU84f3jo33mmT/c8KKzXk0l5GCgfU/IDQAM2GGx5FzPDWIm2hG1qNK0sJ/vQiQFN2EwGElgCSHkpq4WhWCdOmd2Vqfj+grE3Oq4yKIDhfHNMspNSK8G9oLHTC67GJsZRxSICrq0LzB7XNJAYFy0Fm0ATcGEqfpv77JO93JbJBB/bS9hscV8w8nfIeGEkgeF6B6BLv099J2VrsVnt87q6lj7DQ8JJM/O9A0KAGTMC0HCdwEt5lLGVSerETzKS6wJL5ub/YiNGtuI+AzLj+rEvQ1xIKCv1eEA7QrkXFtd0aAKumRRZAqaABonnkiZgBFDiJ8wKl5oO12GRsJS5Kddlp85ImfuunD3dvQwS1HDQZMDJOybHdIzpcEzx68ny48ydT61dOXa6dLAMks0SoTIY+EEFRCxtOi1AmFkCFGAJJtYTPwEc2ae5c5mkHtPhwEzOheA9ZSeBRDPZOnvxB/xDdD4mw5uf+r3hLVewxrVg4+7xXVJ57XXen+9BsN+TrwGY8ZTnClRAlpeG0XmrTo5/Ov+8maUxOkn+45QTPBFnsMWMfXHo6NQOraiKBgDAk1nHL/FOErGsCwJljd/NYz7JjQ9ynvtcBww+oZGJgmxhJ2SfzBXQsb1Q0gGaANFOyz26xLPj23GnsobXKtsEm2zG500AVpkHMgjfn8+aaCwgyxL/eNx1WSVyTAbis8NE3K/JurlSE/DEkn8NmGMyyGbsy+fKjHyu6z3pXMxb0k9jpWQdnRsHroDE/0ODIgxWAFLq6fYFRDKS0s7/CQDRpCg5p7upnIOpXsNEVuM79sypy5zqy7dXZMplpV1yT4II4PDQdAKbvn4d2afMEzB544U5qMRNMpMyrDMR4IFZnGzlpFvmgklpx/7ESzEZmtFglYQOnvGSwyx64SpV4RawPqGMGxvzmC9S3sFKU5y2qaxkExRx4/hnK9sAT7EPP6ZgSkdvS9cFXDMekosBZHPsbQ2JzPIjiJBjumtpdKhrjGE6UfLBMsq1XoEQZsg+2YFrcNJkImOmSDniFqWc8dHyDg355nwMm/vfG9b3vz1s7n1nWD/8AevfHdawxbIbELmX19JkHTsGIIi5IMh8qgZA7rPTCxI6ZGIm2YZ9xhm5RmahE7cncYHu8npBXIlN7hEQ2OnZR4e3cHQSGQdwuF9Akc4Pa+TJXx07AEDCuVzAQomPIv34DhgbuR9A0Nq2oqFkIfdD8vWYLED23oLWc42NYJGJtXdUNAjCfD+/I/eov18AC9DeBDL7fKj4MOF3qcGLsH9q8ZBh2tppSDESsjVPhUscuuSNOA5gUmLEMrPSZn83EywzQoYh2Zw05jQFrwJGdVGSrtYFD9eYexI8bemxOH3IO2fWzQy5golhM1nX2UscpUkhY1GalIoJDAglHuxUlrhg6vFRJW59aXcmUGHm1ZQQWeVgolb7exIm4mkBkCYxEWAnQRUgId0EFUASXAUkWcp1G+tKtUg6Oh0yaw6IBE3yNWEgjic2KjYq8wBAEDuViYCNTiy0TE7I6wSKoAE8AoftmAlu2/GNrQIoOpuGgFIvS576yIMl60s6+BLXzfUVDp2t5q5jCRgKPAJIgJb1bR5p0WKgMhG4r+dmX7+G62NY8LmwjethHIAl2wiuhU9/QYdMC5vJKDx9I9eMLcIednqPaxBUp9SWrrjFpQBqy6xzb2Ul4IoDKGN1uzzXea6g4EGYCgTZhDiNtgQ8m5d5sDzEyHnwNzRkKm2OvFsCKqsYjOcsY7LJQoJO+VnGBSDyQSKj853T+N49F5bPJPFq7GPeSEDVXBXmkQCKFeYpdnXJeWwnh0S9nmwmE00SH3GtTl7iJGMiQSlYaCzNM8XdM9fEvljnAsS4SEAIFEFi3qkBpGSerh0AyT7OATQy1IGlfEFZ5B8SkJmKKv+kkeDAQkAmuJiJN++rNdcES5Xcs46v5ZYA0xNTZNcUMNlmDTAdNEq5GXGRdrcsY6vcj6AQQG67n6ecjMP6wmXq4FzCHDDNApAEEIDiUtoVs1SCVEB4ntdwX6/TRAAM2QYQPTYqq7vYKRZ4MyQuqyXKgneCklEafx/SsOZW4G80SWuOyBySjCaYWmxURoL7PU7TWEAuFpjoeHQum8nYVDFoLnhcSUlHX8oigqqBLOYDT/OSW+73WrftqAW6VD8YH7nfDsqLplOhnbo3nTCDdzoWtW8Tj7GdoF8gco0STLnnZywoSQp7cG+Bpvkw9cXVyOvlA85VTnKuIA+QuUa5lbxRAMvf4XdzXZmqzJSZ2a4Yr1jIh0Kks0wctuZhIbsKtpYSMFZy1HD2x3RAvrXYJ2aE8RIto4x5AOvSZSi+8o71TBQDYDLuzHhXQLEMC0XSAYbklQSTUg5AYXfHrQNQBSZA4+xE7M8wGmTctUg5JJ7GgtIuUs74yG0cPGch0qkDNNbpxclLQhZWIkZyDrwMHmT9yEGkFrXCTMkjTeLU8YdZvRCGQu/COs61bUw0a7GQRkGqCGCgAhbLgIlOIjM1sBUr0RFhpDn5o0g6h0RE3gEqQLjIMYAVcAkgQEmwmSEMLjUFAJWFqdX5+ccCtm6Hhy2UfeSMVncwC5B1Sxw4JZ7AWGB9z5FzNc6I9YCH+8UksMPzHegsxTAFBmVcGMul8U22OUeGoYMJlJVP77AJ3yuyj98gcZGA43eg4yXwb+5exUV2SjofQEqHZD3bdPS+XbGOTEInBxAuF/cBC5+X+Ei5FaBcXus98l04llwU1yjzCkR8b9ant+hojGid36lxRw70G730ORoJzbCFTEH8wTgkh1M4dGJq646iAOU+fj9BGCAqIQGNQzSSuOUBkPwRjOQQ/jIVeAjE+i6nLo4ckm8Mu8Thg31kIllmTIlQyUGZxyoHt2UeloDFhG1q89x/AJQSDvDAUNdkqSRhOa/LOBjI3FKvKI8VrqkgqIyBAiCmFQNQgiuWNmBKbGQiViAlRoKFBI9gasDJuCbipCOqxK9iNpikfSJsFPnGjy6IYnPzNGE5sZoBuZeYqUm7SDrjJi3v18o7nipWJBg/ec60VSeUJU5HbKwlcGQeW7ERYIN9YpFrbcsYsl3YqBhK+dadtsi+nkOKzNPe/i4dGIkIgJSJ5o6WsMQqTbDJLABHM8H7ovHLVOhLWEt30OMBjeAVyGwbD7T9Y1638hzv3/Ec9ydRy1NZlpgpqXi6xyo2sM7+Ypk8pfP0tsN5v2KTMAlP9FQQ5MnO92lP/1Q3wKTGQ8vmtJX9DcBxCDUoBKy5qoX2d7PAPT8xEjGUlnm5bD4IlGocQ+5NjIcEpkBoYJAJZ3f+Mttz4qbOkA6xmN50HJPfnQarTK0ExyK3ojzTiynd6OSXko11K8GVeYCnlwll2cFkAWskHWzDPiVdXloWtlG6GRchxVrNXZUJEfdEznGMZd4iaCzluSxPMyq3gekAKOKkyDqTtLKW8s2ErJJPGairp4zr7KTZYGzUYqS4duXcWeB6kHiAKzkl3LsjqsYBEj+uki7SjnXjHp25WNi1bWxUMVEHCB077MR+ljJQLGrdNZkJ5lFOFXi4V5hFFhIgnBvZBoDCMLAGBkPiH2rrjIFkJ4G1pGkumICtJfeIbKRjkCXPhCXIN51C6wNNCjvEPXNIxP3T9WsJ4XwuHdN7GjM1SZZcUDMRlGVWPVSFgzKOz0v8w/l2QthmbPxlB1amhYG4p9fxtNalWsgKkU8lobLeZJhxTOWWZB46ZCvDSSdVttmZk8P5EvdQzjF2qLGT7FMN0CgLI934LoAlQMPqXj785rB69K1hnfbNYfP4W8Pm0TfY/sawevh1ln8zbB5+bVg/4C3xD2nGSwByiYFR8RHf3fwRwJkYy8BSowziwwFjlqAR5TgjilyzTPwDo7ikucyoX4BWOSN+qwCF48Y+xk8mWA9Gg2YEAEqDNbWvE/sAhICHeCdGAx2fuKcm7peB3KZpYWtnUwrkMqBgSIXJUVmn9tV+32bvvhxT2jEUo+YVp8iVY1WDx77Ivjo38+zJWgDqJABqLIVzJzMdYYFba3eUqnBjpL0goiMAnjmdUct7huUduzuxkXEN+yLbWoyT2Ifz3Y9Eq7iIztbkWoYq6MLReSPFLN2BabxH4iblHK2YSKAIJMASE0FHj3tn3WN0EIwGGWbJU7VMA+7NcXM+2tgpw7GjGWMgJ2Z5atKRYYjIs8ZQS57kstXqbm/cl30BDPsTaPMZvktWK3jCRPQmnfM57I88NM8kwNK4xs8HWDLBwnuxLhMs3Y5BwDktbxOzgPV+fvJCMoeWNMCYGpMANh20mAayhfEFwbwsMAVY6eiA8NLu9nwBALPBlFZo1JB3cjJY8JWfQbInIYqJpDFgMlRGSacXCLAHIMkrWJxRlXZ0zhOXoRZXmUPh+Q3yZfsxntofxdH6OE/xT9KhnfvBOfKcWRbZiBSbAr5Fvr/MjKJR5vn9+Sw/178jhauc6xTPMRECwEuTQUcvuSEBBlPFZHAd+ZZjAlE5R44wzp5sJLBiNujAua7pANPEeJBxinUi61KsCpgCGpcyUFU6GPuYS6p4qSVgNRfCPharMgo3reScxarOuvr8gjzSFIcuLYzE0w5gzXqNHYCaI8nmPN1llwXAqviHzp6Yh07jUsDARAUoTQOaAAuQWAcYE8DqwD5NB8/XUXO9pB6dMzKN4wIoDp0g4t6aENTMWYGdZKny7c4Psbl/Mmwf/Ww4e/z/ht37fz7sXvkR7ce0nwy7l384nD38Pra3NrjWN0DVPPDeGh90fu/nvS39iVkAUDPZiRIQprFNmBPbt/MtiI8qUGfJujFTYh/BRQyRYQuCXIbyWkHktiCR0bKtueC+Op59JFKXumcNfAU0Pt8kKtemskHmi4vGg8iYCoaKRPN49vP/E1gZFu60WzyNnU2VSUec4PHY+RF2xAJ7CjKZN+GECUl808RpZgIy9mB2IUGxp1jznHkN1syis/rI8NyS/Mjyg8Nziz9hHjhmFl19mKHbHwZMAOrsE5wLmDIzEZ+nzU1nF4xXeYLr6KVcCBbqZUEaDQKrV5y7lKmSP3L9sN1iptwP8CD14twBnlMT7OaXAI9WeI65njFOsFVkH0zHMu+VRcplchyNiDSBBqhgGtkpiVjySnHoMjZJA4GYiLdQlNXdtpVvxELGRkdNylXld03ZdbQESDOMhune/JExknERTzWWswCr4qMZT2Ut8Jns1cBVco/zlH3ERzPjLPNMSju323pNCUzHAzQCZ2mDgZYCRGYLG9FxAhoAeZBzMpEgkqkKeCX16IiAMMACBOs75IswGbYwxQajYXOXPJJ1dgKP66u+jk5onsf567BgTcyaIZ+SHDRx2uOl1NjxWeaLBNcyTCbTKdcAgoBKEyAG3hoP9fT1uAZB2d4yRB0P0OJ88Vmcb5X1PMcM1jkHFlJeKQmtYgj4Uq0g6Nzm8zluDinxUKoZ+C6RZHxP4yfkmvmlBfb2Qtn2COZ9zG+HnFs84L46dvd07jQwYFi2lw8An5+joYGk9B1KJwDjKozzHEB6FgC9b/bHzP3wx8wV/oHhmen/AFQfYoTpnwEWwLRlPBNvpshkkA7cS55ICfi5qIK8Ed5SoLCe8aMgUv4ZW8lOgohYUnDJUNrniZWMt9jW7s7QCmMfmrFTlk36xdHjczEcZCtfiXkZP/GyMUp3lG0ZxySIDuVCyEhloYCi2PW6FeItZsprYTAfstR4oL6uCli1vXXrdPNgLE0IWMr5Ipwr7xiQIe0EgyCio8VYABiW0ggkQaJxoPEQoAgWgCJI3B83z7iIThTwcA1ASqUDzpssVfV13AcWUga6HVbSwQM0GemamIkOkWSrTOS6x/hH07F7nmiuk8d9p8ZHLmHKmgySf4oWKU+iET+oJUE16SPn5x7cM1IQcFijZkyjkYAUi3snU0TOIfmQYytkW0BkEpdzYn+HqQQXfxPrZWULLH4/gRJZ1tZlrDhdbB/iIwDhuQyPMDZSvs2Nh2CTa/z+iZ84N4lQrjWHo3zrjlmSvt6rfU7FSwDDWElme/CNxETnr3x3OH/le8PuN3447H/zVdZ50Lz87eHs/a8O25dxOPn7V7DgSvAa65k7AtAT4qLRTTqp8+CFzWAv4qEjWO2IavNjXl52wlRezo93wrpvrPAtF5m3QYAAxBgLsevLpte2r6acFCxWdbv0fNnGB5qSTaAABCVcilCNmQSHsk0QKNX4bqz7Sk2HXviu2byn1uMArNgIWed2ZyBq4CrHpNzj74rEE0TGTjBS4iZlXcVW1tpdI39kkWtscYBzrcm9AMk8Uhw95Z5uHiBywhWBlEoGmQZGCuPoxmk+xJWTXQAK63ObMo+4aC5IsqQjykCRdoKEbdpB1rUYqmxsjnmex2M+uPQ+NAyEsE1jLTt9VTnQccNK/MNlJQtaYaBUdSPXlneNcWA1ZZmdGzlVwFGuud+i1O/TrAT/blU63Lcz0bmy1DLnHsor7p37c50gqpwSnU2AyW5IwwWsV4ATSAKM76m8U5oJSuUWoIxUQ8JVOVDtq5o9AVsgEwgpJQIcxg9WKAQ0Ho+EkwFlC/4vdzQfCnQZUxSjgmoErO1UJeCezVmf3/4CDyAmOGEmoGI+AEtcJWuWFS4LOwkKnT75KCUhLUYHx3Qaw5ju5zocuwVO3pK2uPtX/F2yKN/VB0EqIgQMje04eQCk3Dz2RcrBPOzLfOgARBAlySpgtLlNysbu/iLAUhoKKs8BJLSAre2r9/D2fBIga7mlvI9KVorbV+yl45eXPwtEjlVluAzUYyWXmg/W2QEalxoQqQTXreNhQax1zMSixkuVTyrw1Nss2hwO2N+OkFXyhZHCPpQKzXxbw54f0aWzymg8NFYyThJIMQwSK9GZAIpOXAGLJUAoINGJZKMAhs4HgGJE4Mol5tGdS+N8rhFoVjYkthJMkXJ0bhlK6adEU+LdfpUO/eNhfe+HAMHSH9vfA5BXh80DnrgPiIkAzBo7fE0h6kpwCESAJsvINg4iXAG6MI7bdnye8itiG5dLOvLSOEcGgmlilSf+4e+3kwdYgsSOzj7OqXyUAIEB6fipWQsAuD4uHvIKUPRmrseOnZhKwAWI3CtxD5+d7fYZnOc9PJYqcCScuaVTJJFjkUzEZv4E4xIC/cwIRNB/HQPhGjFL5mQghrmG9OovDqv5EoynNAmwp3XoSKRqUhjbVMJXlhTIBeYwMN+rYkMervwWytey8r2G7wJ44jqyrOnJWIahKlYqwwEpF5lnfomHCH9HKh5kqoBIIBknyVoCDVAlESvIBJIspeEgSGQgGEZ7WxZKcSp/p6/ShI1iex+YCKYRSNkuZy7MQ6yk9V1GA2AROLp05o4SG5lPkn2sC8VwyD5nF3LeO2Swr8BkYkmAxI/QjAYlnbHOHBCV3c0/Fwlnm2Ezu1zAVr2CYUV8sVSqKZ9ko8YogmKp4eC2blzWAVOLhzLHQuIjzmn7lkovgLPSpWOf7JXkKDmchbmXzM+NHFI6YnAo6yxwrRyX+/qQdSUkTfZL43tTP6eUSzMuSpyEfHK/rMn3j5SU1UzCht24HkCXVU4nDnD4OwMwQcfvIJACHMHH5wg0z7PTp+NzPIARdGWNJxbKPsDBucVons853tO4yCXfozqv96O0h33nVHCfY21b8b0Mg3nN5X0qpjIWg71ssIqsNWc+u0hK2GpCQnaGhJM5TLzWOeaNAAHMZSvWMX6jH/RYj88vE8bvym/Ed1/6N/pdlco0l/4OqYTQQSQOquHnAsu4qMCW/TBV5l8HSE7YmeEWxK615IHAuu7iGHNB2V6MBJg0H3TwYj4AIqRel38OK3d+utPtn0a6Jf4xDmqWuMDJK2VgH/fVsAlNB4AEG9WrYEzKul6xkHGS9XVlPlC0SiWDhoNLJ0TRybsKKwEk/mBNBhOue5jIWAiHrerr6KxhJOMiOquActtBenTosddpaSPPKmckIwEeQdKWyf8AqAAjsY/MQwelCZwYAtrbAK5ABAg5L/s57rtdq36OJU9/Y5SysFlXZjAb6Iwn6owfXttby9vEq/V2ArA7dCkFSrzDfWQYAOFQea3ulPewXTOv0mkFSwDTlpxjnKRxkTo8WQQACYIyIFinU6U0yI7VnLssA0DPFUh0ODtkzvU8Op1gYl8taz3H01k992vkfr4+bJkt9fzx/xl2d784bOjsy3v+vV+K3Io8i0Tj78cYKYaiEycfhIVv1YIzqrK0zdlvGVKs9FzHb6apke8iW/u5/s08qPjNMxWZDCQ7+VCTiQSdJgzbNXSCfsM5GWuE1S4z12SZpBGQ7gIq45b43/ThEr7dwzKuAEYpJws11jFWSgxl7BQZRzxlTAUTBUQUqfbau5gMrSjVogJ4ngAAIABJREFUOGiEM2mRagHMmEnGEkSuCzwqHpKYZR3XziRtRtQmNjI52w0HE7OUBi3LZPBN6B1YTtOVeRuocBBQjZH4w/f8EyLpeBrkjQ7sCzPxwxkMh5UKMLHAcVzmslRscTqFUg5ALRI70WFMnMpWiYFkA85J4xrMgshBTQrPV9YpE102sIWhtKuxvlfEOo58Xd/Vzn51OEPGnWNvnz/8HuvfRdLh1tG2D0hA3iMhSdX3puV7VsiRFXFQzx9ZUe6xNU3p55M/ATide0XnWdNiNgiSmA4VM12aD4Bf6UUn84kssLPNfe18/SmdXFEA9deAzac7v6HgUwqGdWQe2YRlWMDOyW8kqyVGYt37kWg93n1yeM/RHw5Pz5nlc/t7w9XzP+I+n4nUq8F/MJOu3X3Zi+u4pwnf+R1YgIeNlRWyTEp/AM6cmGvq5JFhHDu9x1nCItX8rnw3v0tvgEb3sgb0wSIBEdekmoP9gMd95n6Ml+KSwjbFMMhG3TrLglAEB4dO1rGuTvBYawfbxEaXdQIkYh5tcA2IAMp14yG2kXU5R/sbYDhkInmwWOCua0iwjPRTytmQfTEcNBrYTozEum5cq2Y4wb7PXHgmXpNDasPNk3y1isFcUiVitcBrDofkkWAhckmzPU1pp4SKxAMMLgHRQrYCSHPYqKQe/6gDgDgv8ZOg4Hga6zJOgFT7DywFy+jGWam94Imk0ZB1/hFhKoEUQCnxjHFsmAWMcg2Q7v1gOLv/w2H3kPboh0gd2sO/H854heX2/vdpxEcOnwA8a3NOmgcAsQ/Y0zTw2EpHLk4ewHNgn8PSTdQyCC7HBBrbuS5Ln9Ru83fZBJGyDsaQjYyr6pgAZF+Yjr+xd8gASUDZ2bkOaWYeqKRcLZVSkZCyA8cExQiX751Hvzn86rP/Jlb0u679/vCeq/+Sjvo5Hirk53gQ1FwRKAZAXQWmsAGfJ1OYiC3GKEaIwxjXUPYSMJfMZEI7SW1ZKoaCpgLryL4u/YqJmwRU9nmPgKqDkL/FOjylHf/nsFCTdFrdqcUDfA6/yBzs7stx5Z0KB9Bpi2cJEE0e25B4AtHqiFFiprLE67U+ME3q7gROi5eay3dw8IyNtLplIsEk+1jV4NLkbApWiYWcF8914iJHyVpzl8akKE6JfIyxoGN31XcoJU5i6TAKYyJLhKqigX8ELCOA5pQKaWnHqUuRqgzkdrGS0s58UQpQ6fh5F5FxUmIlntiJi2CpAEVwKO/ovMQ/Jd0wADQVuFYDICZAl3HmdugAc+MZnkQT9PCYAHMERTus93TLD8oQ+RFzeftqFt9c4ejYGgWLHJHlcg9AqjyMROSzkGYCIzV5AgwwrWCwJcBb4uSFudheIQHLxdMO5xoYqEwJ/g6uLzNCCQho8sTm82CoGBHKItcjk2QbfkvW+9CKijMECb8l4Cv28Fq3OzDruGAd3fns8I73PRre/PaXhre/58HwL55+CAv8l+HiMbKU+RoyLXGmIa54KHEPTJQBgAIgwOU7kYdaADzr8vzsZdb5u5Kf4kHQtv1+VmVkYhoLZvMd/Z6NMQWrf5t/V1gMwLKMQdEG9VmTp/MmiKoKHIDw/7R1GVjD0wGNjEbLMR6s9cpRwQTAAJO5phopC5sZL7GdpCwyz9eZOvCvhpwjAY2bYoUbR2k2KOW0wGGxMBUA0sXT1dOQaMci7ZSGARlAY1KV6yZtW3HrsWVCspaxU/JLFrCW8eBEks9aaxcgKdtSGsSP1OKgMI9yzcoFKryVcYsGnMg4rXBAtWzAcfxP5Yc0GehwxkgmTlPBwLYJWGMfG51YuaalvWL/KqzjNsYEx1cASidsaYwjoJQm/Ngzi0ORA1PofkJ2foIr5cydDhrTKp0SwGoo1ISOfB8/3+QqT02TrsZMDtpbcK8FIE1BqjLT4+Z+aKlIcCm4TcoKPprBvjIxQAxDcSwSj31uB3x858g7/l5A0EETgKRDG+O1/ZFx/J101DDYazt87uF9Ae2Drw9X9v9p+KVn7g5vf/re8K7Rf02nXd/j98R0sCQn8dfdL7OuacCSTp8qbeKiGda4TpqMkgRwGFLg2vyePlAAjvfrbCvo/Hs0NTieciiBn1iR/2vSA5oxqJEwEv2H+2UQI/8r900BkvIuyWwlocZOgMaDmIecucCwDv+HyD36V7YzrNyh5YJR4Cj7dOtoPCy1xwWOsVJMCIAUhvJdV8k7FaCSgwIs19MuARWG0tFL87hAAzjZlq1aI3a6tgF0gMrxSCcOPxdEtBNr7UzWYkiYmD2CnSgR4kff88fveQLs6aQsjZVmzHEQaYcZMUfeFbDausxkTJOYiE7H+tJ1gLVQ8mW/S5oA69tKthgN7nedzsLxuH+eF2biSc8PvWZ9jfRSnm2QXVtYY0vuZ0vVwlnioe9QBsT6Q+MiCjRhlC3t7D5SzVxTmEdGaY1c0ApZF7OCDhGQpEPQMbLN95F9ss73i3xj230yJR2lQCXYyqSIaSFQ7WCArUqNNCS4BiBVZ7VjVbvsyPy2xiVKojzZXeccwB5Ah+W4XnB5Lzr50uqFuHV8Dh1f+3wOSMpQEDAUuOrQOdpVWaYrhzs3w6mrynQ6nqZDqrk1IrzWc/h/CzQfUskt8eRXakWe8f0ERc7xOyrjGrvyvWNC9H1895ockvvloVcAKfnGfXDmrCTpzSEUsbuNgZJXAgiJkwRNybaMdk1sxLa5IoHiubDNiBgosVNiJCSdYMBIcFSs782q+jvWsw9QIOdknusAo6SdQKElTiLxDDBSOpSJUASMsk6JBwtpMggeQQP7pEwo625XvPSEhoJ2dwpWEwexLlAEj4aCT+zEQPzzAp4CTgdCjS0SLPyDYaeyvl3nfGTdElAsuUeSr5F5nJv4CGZIjOTn0dhXsRMdBynmcAhBZF5oy/RaZw+Igx6wZOj42UPNBmrriI3OAdOWmjrbGdsbOt0Ghqi8EWAMkJRzf8u9jI8asHjSeixxFOsBHEDL0As6b3JOPrEjB/mbw1aChb8FEITdAgJARadeE/NEDil32v5Y45xbwbxxw2W8ETPAGMMKB4c12BKX8CRP3OK5HqOTEzuVW8lvBDNY3KqUMv9jZYGvqBwzlMH3GVkYGmtbJuJ+xYb8D/nshZ9hMlegAsaSZ8q/BvZINe/rtmAjLkm8xHfx82SdyDjZpUBVYPL7KNu4d493UBLW08VsgFkckJciVnNEmgwCCWClgDY1d6zDRjWlMZI9JUMsc4xlDAmYCLDJRMVGOHe6d1Q5XI8dDrsQAljQegoTjWQb1ykXKndOg8FEbAdQZxkAw3TFmWn1YHvLNkq5BiJipZgPlgodAAWISMoe8bKyJ5RtC0yEBfb2AinXAVGOm8Cw8dQGKAGJywDGfQClsUqOI+fKYOBp2qReLG6vT+OzZKQet2gsKP0ISmNxu2xMFdMCYMdyTzxGjJVqdK31ntDtOSqWuHtWk19nVK9mQQ290Gww5tFAEEQAxmVjKU0HgVemgmxFC5i6c8f3kRFkoyzrnEi8AMzjHuO7KQNhoTTlmyxlLJK4h/2U4pTsY5+yz6Hdmg64bVUlwbYs4/l0Vh29cvVYCtxIRa8BAE12Jc+j+9as7IwtQj7V1Fi4ZzCN7luNvBWUMMJrmS/xD9+ryTKHs5sSSHyXhwFg4XqlY0k0jgHCgEj2jFQWVDKYsY5xULFZpJuyjW0TryMkmJPOWOeYCVBkJx6gZSr4nQEeQNJQiCGhpBNEAgcQpcFOxkUTXL0MBmzb7lPejcNUSjunMOYldJT7OHl/WAmWClNpf4edlHuw07bJt1jfFrPKVGV7y0g1wM+hE7BPmkzlyNjKKWUe8An299zhEzEW+AcJKGMfy4HYvxBkMRf6fn68OHecE9DJUu1Y5B7HYRmZJvMnBIRo6WY4BCQwlPFSwAmgBFriImMjZVUcPRmKsheliLEQND527EmbJP06Pv91kmoWJI5xZ6b8sFN+8Bm0v+CftUKbr/gnL/lnV4zG9xSwSEWHyJe5AYCsADfpqvEQKQgYGsiUhmvr0gBemRIwmqDT1cvSda11GiVGVpevKCBdOS6I6zJkI8cBpbFVzvNcvkc7HtBlm+sTjzQgJmbht0in5hjAqSEa7vN6P1cAADrYSZZaAUqbYIzLdqfYp4AE88FEC/bJQpGkgKfcRcGOrFIdyMRUl8fa53ikKdJNEAmmJa2qOYhzst9jXMf/VHAZf5aDJ2gARNhJljJGYil4WPbErLM8lT0OCGCtOHMBjeARNGV9pwxIO1zTyVjJGClxUwGr8k3ut5X0k4m0u62/NC6qageAk/0c01Awh5QmoIqtao47YiLnbHD2VQtUnVwf4Bz5MrO4dQwtSf7IN59/lHckwUiLFv8UK/FDJTfEjyhgjHki9+iIDUCJgyLbCiwBgYBJApYOI0PJNMY7rK9sMRXcz7oGAMcF0Dr7ZQ1iG+1qOvYaBlkzweOGnJH1cNrZDok4M0dEJ93gLm3Jl2woulzTwTZ0qrWyTcbgM02mWu6zooNVDCOY+K4+Vf1nCzQ6QeIelgulp0aCDSAfYiruHeaK4cDfw1Kmi+QzfrLJDAFaA5zfw47OsprrSj4+X1NBgNAqxmEZNrPz893SPE/QeF115GK42iewwmK5D+dwXmoMvWeqwdt34jfRpFhRyFqD/tg2zyRo8/ks23pKj6ilG/k/BOALpJzgSGyE4RP2gckEkwZQbH1+N+VrYj/BIzsFUCx5KKXQ2HPdx/8405TlXso/QdUcvCwBTaSeMRLA0EyAjSoJq6FgmRDfT1OJ9QIXYOlsFBaqbecUr1iK+MkCZs4pc0EgCRaTsq22zgLVFKsi61KsqgWOvGM9E0M6Yra5dTVGqWKmY5Kzzt1grHSM/e0cd+aWnjBHFBDBLBoGK505AKR8ixkgaASU++x0AiUyjx8+wKATueQfkcoEYpsAx44naOzcAQzbWaezCjIZyCBemxy3zlG0dT+e+Fjk69vWzRELUUu3Ix7aE//sHpg7IjZ6/H320aitMzFrfLRRvsEma5hh7WfLLHRyZZ2AE1iCQZZxex2wsT/gEXy2dh330OJe8c/PjEStUyzoBDp+BuZpWS+Axl20swHYPJ3zxLbz+dSmud9OmiXXJPZw6X7kWSSax+20LPmsuo5OLesoFZsJIZMUOOmsykH2x05P8a0g4X9DOdGKKcmWPIyWJK1XGDQrlq5X0/ZHIsOuMpivuDEhnSEeYSABVbGRoInczN/RAVLgSeKV/YIprp3yjXh3YlPSwTQjYvC8rb45cuaJlHFx5kxdKMtiOAgIjQZYBPaxoDXASnwE26A64tB5LHIO8AkeWQc5V9X/xkXuK8MhjlxscICk2dCkXQwHVE4N7GMJcK7xZr9rsI/DJDQXZCPzSb7upaq9jY8EUTuu1IOhnrdoddlAs2REq6xiTLRy5h9eO2lz3FBAQodfE+esYRK3q9PT2VzXVMiyJFssbf8xafyzvIb1DdJK56wDa63tnXP4p/Cjlxyjw/DPsC15YlUcxn05L80CVgEapuP7WfWgDIsk47vKamxvqFqoGOjb2c7neF7AJWAATtjLglX+7n/EZIKOv40OWgDk8wI8mYv9AaVSx9hFqSTrsB1pxbUE76vEOMokO2Hr+E6c4n7ZkWvSPJ7h5ILB41zjfW1hKTp09nMPGYnPzz21uNPRATUxUkyLuGukBnTg4pw1MNLRF4AjjqR/K3+7zBfDgfvFbfMhIChZpiyoMU3lgtgPUPqbEEvKlY0dC7yBKLMIIcmrxk5JB9tYGAtIZJKKd5zHgQbLZBquSLnKFwUoxEVlLAAqgKNJUUwj2zi0glmRAgwlGxJN0OjUsW6L3Y2Vra1dVQ2AJ0Mr2GeJUFw77G+lXaocTMoCsgBJMFl7V4P9kpDVvbNZrOqEJy4tXvWtFNbaOUp29pHhiVU3D2QjdLId1ByQjLRiGRCRSxJcGZQn0IhjVnHkWPIjrjAWjG3KoXMpsOioMFjOyzXa2VxrRwdAK61tQLFpDLKhI5flbQf2fnROcxL8M4x9pvygM37kGbQ/4yk3IyOuyxfW4HOsyQswZCMYz3tlAhTkT2IiwBeXzs87MBWfD0Mp2VIJIVNxfpUMcZ6xkCwWoH4d1lNKFhg9b0NcY3WB68pLYyVLjHqZkbFRybcGSEEjm0Si8TfGnKCDR+LJLgKlWuKjGAxu8/elcT++QyxxJVpAxfEm+QSzFeG6cAGkIGffMkMgvsJcDXwP4rjEfonJPC54ZB5BJzhpjTX/UbzTHTlAmhgnpgEOYaoVlGvGPzTBzAPQhHrFRjI03ykxk+ZDnZsYyhiJ/2kqF1hPXKS50MFkzKPcM1ZyuEViJllJUCHfYokDkEg63TvBI7AEVa3XgD/kYvJFAElWai0M1SzxAEwrXEABrBPmtKu8Ec6eOaPY320eO0uDFh8DWAKJ983ytvMnBMraTi9oANUCwPhGiOwPG7lNY31N21C2YyyzwSWzrZVhAMOczyYgYb/H7YCyjeCRidLsmIKHex0ajGFcBIPIIlss762zpMZRY5kc0d8lR2Quye116ulYek5yRlzvepNxPWaSdZR5YTIYJp1dJqLFnaNTFisVmFJOxD0iB/kbygLnuwISY6KKj3hIRA5yTViMe3kf7xlW5P50cqsjcj7rMRqyDxAJPh08O7KWuSNXD+DieMAmS9EZZbqwnaCBtQVZJF4BoK7jXgGi34PfNw8J1gH8kt9K+aY5smbe7+1Dcm2PGJf1MuVWj15l0kjHZplw9UHE/WUdOnq5cnT4OHHa4DzQaJb+KE9TxSD4wnwCh3wUdnVdC7MJSh6ESchyT+fIywgBHr7KPpPmARkPbrdT/R1ACSw+N3V5JmMxIASqZWuWCMFeU/b1ivBJGMt4CuC0BG0Vtmo6AB6s8NNzrPGAC9ZpAOuFqoLH9W6HGz8FUMRGYaZMDmmspD2u1CsXL+xkFbjGA/Lu6hRpt3oJaYSdvH6R+jTW05gGOGACJCumuVpT67ZmudEEYH3DeJ8Nb3Vwe8t0wRuAsHFJp94gtTy2zragc7uWMRMEjMChhZW4Zi0gcw/+0S7NH4WtCijeNwlZB+SRnHUOhsRAglPwNtZwqLmA1Ob2HmEPtpV+m3QyrwXwsoksQgsY7OQAJdsCxvtln0xicpgOrjyzE7Nu3ON2SoTCfHRcnuKVqBUMdu4OKFjZe8X+5t4BlCASYH1JR+O7uJ2K9EjEklorh0tE0l2CTJYJ42SpRKzOqxyMpMy2TOY1fE+YbQ1gBbAmjdXka2YcWmNGrPke5QDa4TUQZHqYv+e0UhmBfESyLZSQykRlpzkqACNYrJ7IEH7UwpRxULG4BUZAIBDK0hYExUCyEPvMGwGOcusKIBOUx0QjIZJP8BhLuU9wsN0qGeplCc7foPz7Mq/zRNbBLjWCFmAJogCoSTrloNIu8s4lALI1IOnWJUHrCNkYDVZ8V0FrVTZgTljVQKlQxVCACyfvODKPyoYV83ILJgG0gYk2volPRoKhNgy+W9ksHpWRAJzsFBbKeR6zuY9/TEwC7gWIAqSAz85NBxZAACAd3E7utp33sA7rsG8LI2w9jyepzfWwVCoX2OdxnrTZDyi2gkYDgSdr7s9xE7JV4U1nBpAFLD/Pc+rYNks7e5Nl+T7cB7m0oeOl8wGGkm3sh2G6HV5xEiAIYPwbXLdDlqz7xyDiXh5Lh5ZJ7NxuNyDJXIIqjFbgU9bVeSxZ73kjv1OBkvso2wQi+3IO91XqyX7dfi8ZCPg5L46hbl4afw8OqBI2ZUiJm4iZYNiaA725dTKSYMCylnVqHBfM1KSbDFS2tqDBMABEGW5uuZZxEMDKwEHSGImTBBIyvaoaKv4ZwyRT4yUlnawDu9jK3mbJcdnGN4uMiHWqWe1NzJV9/bhSzmoH4qWcr9Tzmi73uDaSTgBdgso8UhiKMqAMMw+gAAtgOpaZYKKqbjBOaslYK8MtXm2O3VUTssVGgABjYSMQaBuBFRnnPhmHH16GaDFNJBwGwiaxiMtqnpPzvEcYppZbmGIrq8hiYTO2BQiTlshkYaEuC93HsTXXhIkEFdXZnnsumDJknGUrF9p6LCDj3kjCLSVCAk1wbehYyrJe7ZAlnUYAJ96hE+c8Qcj9At4A1eMCCnB7DqATqAVWAVX3FUABGucmPkqM1JmITsvnXILKc4odAkDBkhhGJqJTy3yAIPMpBCCuKwFtXCvgBD3fY8UEJxaZKt88x9yUw+UDGKUsoFQWlpNm3KJZYCzE/uZAuq31nwGEkWLGSNbOAUhjGlnJhK4xKuspKaJ2z3rGKVUUU0fWZh3HkXipDAZjI4AXKag50eQd98zMuUh9TZCYFam1U8bx/cJkgCj1drKVTMXS+CgxknGSMZKMQ04xgGI71jdAYSmoioVcCkCOh5VkJs0IE7JIudTVkaSFjU7NISUmMp9kbGRCtlc/yEw2WEhmiqyzyqEcvJ6g7UMpnpCJZKCNrBIA0aFgmwCI6YC3Xc65jkxTym2xpgWFnbvWKdOxlMcmaDjHzh/2sKMLogaGmunHTtuOh6n4/BYzhTUSR9nhYZ4wBXV1dPRzckkBX+7tPbG+yTdZf+cQiryFgjjKUqLEWQIM2/eMXJRLc1IC8Ix4YXNfZvsWx1x3yb0f8J3cb71eA2XkoSDCTq547RJUawJ381qJQVoQHzDICun4BZDkqGTfSCyBJqBkHdmEJlsRG0VisT9OYEwCZZSNc5WVnG/it5KzfEZYrMVvAVMxXe4DaJ1jYUkiVnm4ibRjckjySWuqxlckYU2+OgXzmiZj+j0qDvMzYSUAILiMyzLhC/GuecPMmJRjHDcGCnC0vQGOMVYa65aXyV4sDzV3xkDGPLi0AqeAZGxk0SotBkRVPNQENgKN83KdYKMh56ZKv1jgWOEWs+LoxYDAVBjHxYNpYjB0IAEwQJSGqyewlIICKrFSpJ4xkw6e7GT1N01WomBVIJ1gOmSpNZ65v621I04yj7R+qYCzxTAQQNtbdEjjINr2Nh1S8Aga5kvYMibIdnaH/A7TXm3J82zvUPt2m2andp3lmZ1bRmn7trDQ9h6MwbZA8n45n45+FmbiM+z0DtyTkezggtR1z+daYyTlZeSesk8Jp8TTgPA8QOJrXJyK68zaO8DmuKQASKB5Pz+Ddc+pabwEM/fyfhokgDZPfO4dBkpcJRj8LMAUGcl6GLMYynhtDfjSuE/ijiSO/a5NDgZkdHiYxgknY73T8dce95hMFNZjHx3dN/DFSg9j0am1v1lf4cYtbcQo3W5X1iXHIxhlSu9n/JPZVvmOxkEU9lrcu3uF3+sRf7P7OM+3/a3Dkn43AGo1A+y0iHvXAAEbyTJhJkERsMhwHgdgslpyXrAObBfwuQ8nNyDyWM7FsAAkKV61ugEg1YxQ3BtgZQwSSf8CFGAjNqoYytiJ48ZTAMf103NYsMVNnbEEU1grUhD2iRvXwCKAemwUAFn9raSr4y7j4BkvWfEtkGI4aDR040FWojmcorl4lVMSSJgNG4C05Z2uZ0i4bWsbtrcCSTZS2rFutcGW10huYKYADpBdGg6CiGOdsVg/k4XonAFiwOI+PiMgs6MDJopRwyZ2eNlMtpA1Ag6B5X4aAFBqbelwWzp0dWQ7PgCw0cHLovbz3K87CKNFltGpGoMFCHQYr0+MFAlY4AwwBUUAqqQrIJQpQedEEpZRYceXlez8fm6tJ9HL/dY0GUpmsxJDJgubwYiLO8yVwBS7BTyv417p1Ky7pBm3xFJPR+/ncF6Yz87vPj6b6Ya1spV4JQErzip55vDueqlxgvG9ndCE6d8y0O/vKAhlmgDyh77Mzfo351Wv+f0qNirTodhGeZikaySe7p2sI/sg/wSG7JM4ynX3wyZx48qhm/BZeT9vPgvpSJolzp2SLsBq4JKlYkYAsgBHhiKpazLXpC1L5yKsYy45HvOhg4zE757z8mbGYqgwFTKvErQwEuCJpDPPhL0daZcYqdy768i67uJd76YDbHSNUqG88mVVwylOwlDETjDTiVIPB+8JQVQMRKeGjQSLTLThZcmC6UzwhJVcp6Mr2wST8o5OfsbSfco5gXIm+9j5A6YCTEBiBTfMIngKQMVKYa/sh82YDSjHreQGUOcOKXedCgaHlEd+dbA1OXYWBgJ0SjEAeB4pB1CaNPMay4vOZB3WbYIxsZRSkY6e8qOsA0S2czxsp52sfMPUcLuBI0wYqSfY7Ph0dJcPAI2xmcdybgFrzWeG6Xj6G+RnWxYTEHwX45vkrri2lm57rJYBHOcl/+U5fh6fUUsZ0VhJIMFeum0mRV+kDpF56E53TAZy9jGe4ixvfJbO+HlARJX4i5/lnD9Py5wXDMOoIeIV79S0z96n5FfMBmMlE72NWcwNzTEZjHE0EKog1W2+g+AydtJA0KEDJEq8vEUxx7S9lXIaFn5GfU6kW0wJ2EfphoyrpnQzIesSI8H9JGc9dsqDYmRzmwlPxy5x8jLoj/0y2CjWt4YDYOKdSKfKO5aOQwozwUKC5zr7MlapAayGWmiL04ynAqpWNW4FhDV4c4Ak+6wDJoEEeAQIgDq7zbAFZZySzlIdG5LuTPmmNGPI9w5QKPH2HNvRBMK512T9B5gDMg5LzjlzrgXbAUyyjaADILRzQBDGCmu5z+N+Do1pt7a5nvtlzgY+uw+rEGw0h1akJq9Nz3WeoRZ8P/IlxkYC0n2C8lxgcp/zR877wDGHYpBfKfB9O2A8FwgdfDJmYisAAlB3GcrB9zU3IzA513bJNMWGxWKCSxAAjB43tfWevO0J3MpVFbC6i9ePVeGrrhzgyvWuG2NxPk03T9nnpJNOdOL0wdczXfGnyJ98ks7xv9gGWLyxwaB9whRdOmza1UmYGotpOhzsbS1uOn9kHVJK40EDQvcu1Qu6eMo+93GfAEkwORGNjl0DEiAqJ89zYI/GOgKrYiBjJteVe5YibBVbAAAgAElEQVQTea3Aaw0gVpU49wEcqfzWXGgtTh2J2cOkKN2l03wwKRsAlcPnegBlbAS4atAfy8g8QCQL6d6tkXe0E0Aj+xzLRClgNTGL3Fswr8P8z8khMdTCKvAZ9rdASjykdLvZpNxNGUnmYV8YR4AIIEBC2wKo7V2BRmMpyFyv/YBKkAkeG3PQnd39MUsARa2c8y24b0eHPwcMgmD3wGMCwk7OUoDa8TEQjHfS6XOO51Wz/k4w7XId57Hf2rsOvF0AVwDaCFjOO+N+54C9Po/7ZDyTY5q4LuDi+7oELOeRmPz9LMsNhPFgRefOWyEVnXzynISmBscm+wEerFaspGQDPLDPBvbYsK4pUcwCIxHXbDAAylInronzpvsGY5mkjWtHx4ZhEgNpPNDKoGAfMUziJGrkuhmxIneU+AkTYX33S8jXz5OC+Axx1aeRup/mf/Np/g+f5ff5Asf/AunLDETMJrSEwZaMU9KUSDU5JkIV9BJ7sb4m9rIgODWDiZFgJGOemAzGTMZAWuLkmJR7Gg+AKwwkewlEZZzAkKEaaA7LsJRg8lhnuwLWDIPB1o2GHBdYsckBnjFTilctQTJGcriGDKX1LQsJmG4q4PhF2gE6DIXEUMzZUCCSlcp0sOr7elgHEJmIhXWuRcLJPjWUIkMrYn9buIol7gjZHgudKeOMkSLnZCU6cjMVBNG5xkNMAve7LZDonAKEVoAqltrRYWWrMh24L9ftAFzYLvu5poHv7K7AEnB0aEB2DgB2dnZYaE/bhZEAF+vVCmBhIQf6yXqCTUPh0Pj+ia2UdMZXHnNJhyZ2SxwmULKfJTIwRoX7YJ6Sf5xHgN7ZZgv7RCIKCu4TmRcZBxvBOGUsuCxACSqvFxS+KkfmiuTTGVRGJjZiXyQlS15NuXkI6B4CPkFIDHQwBKjk9tUsS1nP11cCtjSq4DUnylYHSA7ckzmYr26udGNq4fHuU1lOkXnzF75AXs3EqkzikBOn5nKWVq4zuQpAFwAhxblJOn+VQYNIIzqprmKsc+IpDYY+bL9PAzBXrgkSwFLSz6XxkzEVAIkr188BHEo6j0fWuV9zgfjKJnOxzLb7ZSvNBcGWBC7nAJoJI7kz4xXgmbZJTZV4SrvM8cEy+SaYacTgPuf7KEZS2gkspu4SVKlwgMHj4gkymEkDwldhIuci6zKC1ljJHFPZ4SdUgp8sYSkcvMRIBSY6ESBKrMNS4OjGnSPtznXlWEbSsT8SDyAIoPMAAQAECHR8mYb1vYBwXRYIOGAPOr2sIdB84u9oe8DgUmmXfWzvAUb2sTw3BkJiCYjEQ8osGEFgxBK385v7wQDIMud7jtLMJUAz9oI1zrm37HNOBz+nQ2c7+zmW6b34LL5fnD5Zhns7c1Hiswxr5zfheuVdhnhwDy3zgEqZl8YxmMqpwbbIytX9z9ERmIuOawJSZST3zj0o2ZHNXLdcZ4PTtuEeFcu5VC4KKsGphONvyTWcx7mRo4/5/Ed1nuwVZmHyk9kt57T4FE9n3hpx/gk6ycdpxEnngIt3HpkLmgGkvCoGqXZgFNgkQLJ6AZYzwTnhTRYl82DJA4hkH907TImAiM7c8kpJxtLhqy5SprEZKwmYiqccmT3FMDhY2xoJmgoAQnOh1s0lGXOxjUnhS+zcn1hINlIGAvJpJF+LqXIP2clckktyUHvuA0ONkXZj4yVjKCbOGVM+lMl0jJMSOwEsLXPjow2xEkAqUwJAJWGL7Fsp/2gCC2lXQPoUQApIAIKgCdPQ6QQLJkMYx32Chg61Q9YJoh37sh5Z9yOOcY4sErnHve6W7No77OEBx2l7p89CitU+ABYppsTzXFqGSQAiJFiBsZ0vMwku9t949IPhgrjGGCXns7yg4+8jxeioMhKdv+IwAaY047sr/xIzed2rw5777Onke67fM53X7hEgZ59DMwRX5B2Ayb0i+9p9BVeAVscExjpgUv4JLo/bBI0yT1ABMIBb8g7WacaDDmKMB9isZi9qoElcBnBynH1srwSTMjEgw9aHQdd+Xgeh9+R84yotaAtD69WR/MN32LUb5AdvjzjeIkV439E13qtqDGXVgZ3cuKeGhhgnaa0bf9EsHjZXRR7LsUXLQ+7I8zqoTOAaW+nuaXmXPKvqh2ZUyDwBkQYDDEObAxz3WR4UyaaE47waMct55o641zXmDDkZf2W4Ov78cHX0iWHCmzBMsGpEOLuUzXq6JHABzJg5SMJIgkjAMClKNc8zRhJAxE9btmM4dAu8YqTrzPddhkIBphw6WMccEuyT5lRdMRpI0GZsUswGJNot5JXS7RbM4/ot9iHdAiyBxPuIdgJIQBELxVgQPALJeEeZhgQrKeh5gOfej2AMjgEUz3HdsUVhJ9fZZ4y0yzmcF5DRuQGYTdbaZx/bAuYR7z6i00fuCbqAwPMBFqBIfBUQ0ZFjUvCdeIJrVJxzrvGZSwG4f8zyseCxCWI+/zGAfKSBABDp+Gd0VhlPEHSHr2QYwKDjCqLzMFBnEN0zYyI7tUxTjBITArbU2k68FNeu1nXt1ta+aYO7njwQ5yIZe0mSAxfLwUPaub85ebWPazAfNDLc7yA+7fHkiZCIa2Uib+Zb8zqXNa9yWd8nDmKG1pUJWeWhgyOJz9Jcx7xIaRQgujRG+FySyRlqQlohieEYEwLIPJJJV5tWuiDR6TMussFEAiXgKZnXQVPHBZoA6rERgEzMBHDJUT2z/b/DL7/n48zn97vDc+N/NSynNxkX98eAjM/gAZC6PBjL6u9Mx4b8s5RorJSLs9fculbhcKyJgDs35uFyShXDKXZ38ksMS4+8S3xkrsj80eeYo+F/D1fmjj/ifVAZHWtpUMVK1tilxf4mj7Qlj3SG4bClLq7iIzpfbHCXgoOOKgPRKffGOrIS62EhgKSpEIABpiwT7xgz0XmRcnuZLIDjXDt1Yy7Xs91Mh4AmgKGj08GLfQTQD1n/8XDx8CcEz9yLc9x+gReLvfDyq8zvxn0A00YpKiNhu5/HGYQ1IvMAVADcWBBGkpViVAgg7pdBg2Gp7wAy4yVZ5e84B7AgD5VzOyTVmQ13z6Xy0Hgozh2g6dUSgmAbQMk+xkx0ZmMoYyvinsRfkX3GUAKO3/3AWjKY7AUIEkMV4DQqMiKY0qANMdI293EfjfhpKxizzmfzOWdcWw6kfweNB8w533v3mL9bRmdg5BnLs0hQ2A25KcMlB0byOQXBgob1lDlRdmRxb6ocHIzZ2CkvD2D9wE6uw04VY2lCKP8KUI43M3a6ZCzXAZ9TG5BjquMuib9M9FLO9OvTzw9P/tL94Vfe99vDYvc7w/lL/5F76AoCwMRTysAC1Ngc0p5tAJT8EUwVaRcWKjYSNNbbddMheSVk3KktE6S4NKfkZCkl67S8nSf8OoP+rmdeO+UcYNKAsGxI586BfTEZekwEgM516SLh6HjGR4CojARZpK2z3BMHXcR9ExAyz48PDLLjmG7ang580SScks4Oq0SLVGP9IowkcH4EIH403KBje96FI2IB0IX7HwKiRz9JzHUBwGx79m1hvDXf40LJRifY0WESWynN6Dgmi1NNETOC7+iI2gAIMNuxYLxK/tKRZdNIuh8wLRmunL8D5+85f69Fruyj84XJBNxjvttj4yo+1475iOsB4BlVA1til7PHgg/WAii9CZqwm503657jPr6rS+VgpFrfJ6A81/PaNXzOlu9l07o/ExCAQ1Bo85/nOODkszMHhbKR1ufiswpjadU9SWydR19pI/M4z2C9ERHgsG61fIaZRNYp8SxHcmmDoazns3QIGVlL1wURrTl7YSpAYQK2Xl5A58c4qHdcua7ca03GQsrlpQgkimvi0a8x5PyvecHZfx5Gq//Ovb9IE3S+E5hkr40YqwpdBZMyUbnX1l0CqgngqpiI2kCYZ5S4CBNCFgI8p4AmeSXNhTCW0q41bO+ywxmflGQsczgcDAaYCxv8eMEk+1jgT5zLOomJAInxUlw7OltMBv5JSDzLg85uI8+QeMq8sr1Zx9beKdEwHHasn99zGxA0uXbB+sUD9j0ACA9+SsdkCQhcXriP5c59HJNxLrju5qOfDi8AoIBOsAEuW2IsGUR5l07+/eEG8kwgaWdbX6dlboXCjDFVlg2dySYCCfAq4/Z0tJgddFjBp4lxjhRLLsl7PGQ8/vS/ocErV7SPwWBH9x42wcPn8L0CSpiqYix+Lzqz5kLlpvqTn20ko6CSEWSzLSAr0AgeDQoBYzwFAPgulciVqUoaxmwADDKds8KuYcsVf1eVJlkG5bufGF/E35kyKWI4HUClnoxpfJVqCSWgMpFlWkDmPd1WPhqrsZ3jVSsoGzk831aTZcpMbFNzN6NKoib9hKmYjqAqI+josknKg0y+CiRlX5duLmWoAlUfZlEDNst8SOVCs7wFlveYsJze8A0kTF6D4ZA3Q2pUMCNwd+4CJKsaiIsCJoFEfGSzoLWMBuvwmtwzj3QGoADSyAStrGRSVkDJQocaO2vtKjYyHrI5fKLmbHDZ5rWLyWA8BIh2xj9hI/75mA3nPNWVdrVEGhwMB44p65R8SjX+ieaO9mEogUQDQDLSPsDimIaD25F3Mpgyz8b9O8M9/Cn1YD8NO0T6wVgBElLuBowla8lOxksXj1m+LFvJXHwPljEUAFI5gDytE7sBfMHIuTd4t+wNBrVdEAudEwPtBYKso3QL63wVtvkyoBQgMpCspGvH78B5gqGa+/ibBRbNvJOsoSO4y/nKP1mqWKLnqQTimazB54eVTOQGQBoHAgdbnWUG4TV5VlY4Ui+xFfGMsUwqKYxvmuQDDFkXPMrJyEINCvcrD9lH/GWZVU8Ox8yI7DTOkpm6pOOzYKKM0wpozCHJOICLJivIPJeD9YxnlGSYD3R6JdrCRtwkE7ldsk1gWSKknJN9BJVAcdsyINgJNksNHUaEsVV/bU/Oh21koHL7PB82Ejhx6WQhAKO8EzgaDUi7LAOs2i8zOUZJp052Gic2Mj7CcIiUE0gyFBa4VQza3zp0gCrJWp06WxuTdMKw8zSGoGN/wzhUNJzRlHUB1IGF2NfMBlnHCoZ9k30yUIBj/MMxYyZNhjIaABlSr9iKdaVeWApA4aLJPMZEF8ZEPOGVeMq6G8Q7U6jbBOyLdNQYCUrCyELZTYevbYfp+A6ASrYKgwnUSEm+dyx24yJMDwB68fjnxFQ/o/E5Mp0yEUYzHrs0M/jOYUmByT34fiUJ+d5+BueWycEDIKABPILCWEqQyFyaFEg17XVjkzIm2GdclA5dcVGxjzIMxuN6gWSslBgJgBUzCQpYSmmnbFQuNgYLq8E85qNqdqVv8Bm1bgnSKjGPDCY76f7JTIBF0OHwuR62E2z5Xlybc4v9CnSCDPB1YEUGyk46ecZK5K4SEwEYnTvAk+mgI+/KgCiQATDAkwbgBExZ5jIT4LKmTiABqsoZCSKOMYNV8klZx9EDSDLQqFnk1talIdf6aNhTXDldPIdQBDgeSwMgxkuw0EiJ1/NKyrtUNgimipeut8oGre/ryjtMh+sZSmHeCCNiqcSDpcJQxEhzpF0H0C5gKiBVspXOAqBknbh2AGUvWEzSuk8zwQAfyZf9mhE0TQkNhZ5YFThKvbBUs7plJ+OgMIsMo6x7/A9sf3d4kY75ItJOs8EOLzDCOMizizh5LGELJZ0AVFrFxk7sxffjfOOwlCMJXqTkDrm4h8FuvPwTTApBxD1hC6+TQYznYsM32ZaYCBYqEMlWNv4+lslDcf2htAgAGcfIMhmRSgyyS/xk0K98I2YCJAGShoPyTTDYeQ+AETjINUBYzmBJPDt/neM1Ak5GU0ICVGUiyx2x2e4xLGxcxvZZT+jyOXH4lG10ekcAl/NWbFNxEfGOQyMYR5a3yVOtMWe0ctadmIa/pb/0umIjAApLObK54ibuBUM5V0fFSFRdsL6EiSpeMmbqjCXjVIxU+9gOK3UGKzZT+s3JNclq0wAL5oKxnI03b0oxDjJvFMYh7mE50aWzJIiWfFAqGky+2gRPNUuGRkq7mAnmizQVvKYtqfwu+/syNnIIRYZRBECVfC3LW5nH4D6qGo5mMNIOSbfX2iYOcv0AFOVeANPAJIiQYFYaJOHqOlIvpkMkW8k1AVNxUUm7MI3SzEanvgFwbgAcm0bC/uHP6Nisx1jQoeOY0i1gAlCaEI+5DraqdbdhMAL+G8q1SD4ZQ2DxnSK5ALLgCIsgKTnHFmkHgG4g2QSjLJIpvRIvAQYeAlvdRAEGI5lruojJwPlew7U6X8ZBkX7KuEg4fhPBRofev+ySc4iN7Ow75aDnYEKcBwBKQNlFANJkIgFl5YUMZoUDgNN96/P4WcXuCOPU21FtrnlQ+R2WSLKal0FpZn7JolbkGbKtyz2XsdYtRdLadhCh5UcxD5BqJF+dZN8cUqaTtroB1gggAoqSc/XiNteVeAKwZJ9TlpXUcz8ts+yW3JOR6l3BMo7xkcCqSfQrGattXmx2kH3KvchAGasAJWvZco3JWwCVYRUxFJRymA06dbG+ceeQcI5Lqlag0hYfA7Jy7qxoMDZyWWyUotVIOuUcY5GawRAgGSclZ2SRqjMJ1UyreV+SLxrbkzM6J3e003AI27DUaMC52uleuVTOBWhKOzpTbG+uiXPHE57YSJm3x2y4aEDaI6cSF0V2YSooy3rsxHpYyW2b58gutEhCZKF5H+OsMiVYck6BTQA2RlOyGSPJXB7PfTANAIOAqNyRoDRGAnjvB4AsX3yFdYB50YASYNGpd5gVguUGtvoNmEuwdvZy3wXbOndJ5gKmzK/nUqDAZrpoMRsEj0BNXFWMJmOYqxJwYQ4YLNcAKqVgGAtpJ4uVVY7UEkyJlQoUqclzAJ7zRQCEmujSdQAiOJRhNHNPmeEINgoIMREyyhdWOuSdzD0FUADv4Mi1Oj6TsmkyTH2e25cTa7JP5qGtcOtsYaXsA2gAxevKdNDOBmg0y4GUd75zy5KeVDEIgKxXNfcpCdXRa1oqu32FD1XdozPAw/o4Fd4w054Yaa/lrfXd91d8lCQs7KPJkNf/IO8OhkNKhTo7YTrIRMq4FKwSFxkbWcFAO14yNRdsdC1SDhk3w/JGyp1Q8a2ky0xCvEf2iXNipHNlHbkkQaOcqyoHAcSTWeAkCQtglHeAp5rrdDRtbw2FAAkHjm3BVPET17PfPI5sprFgwaqJ2X3YjXvIADnOU17pxnbtc13G09ZWHtI0Jvp6JBznJsaikwdMfK6AlJ3YviGrPf7Z8OLLPx1uvvKT4aVXfg6Ifjbc/A3W3++6Ug9Qvsw1xkyA7IVX+HuQgFryNsEYpxBGS/LWmCqA4m8yxqJF9ikLZS9ApNtXcrABp7GPrl3YCdZMbkowse/Mch/inzOBZE4J6ZeG1DPGUg5G9iWWAVwxCVgmdrH41WJXZJaJX8CSvJUsBJMpIRMjBTjl0CWB67W0vp55/axkIO4JOALWJuEcoZvaOw2Hsr5LEhovCTSlnS6eks44SRA1Y8GYKAwju1QM5PTSTq9WpkCTainlMbGKVOMtexPeDet8DrZJlhxjqPiYaapHtuSEzAtZN1eMk6VxTo65XxAREwGmsecYG7ntfiTdyPdsxbnTcNBgoPXKhhgLxkPa3OaQipESF5Gk1bk7AUjHTMd1PIORdlQz7DQZtMHDQgAngGI/x8p8kLFcNyaCrWQn2SvOHR3JeAkjwljKfYJkT5y0pyg06wDlQoAYxyTusaP3dc73OJ1LhrjBk/wGIEmM5LbnEa8oxXKM7RvcR6PiRs5X8rnOPezkLpV9SrnHmgzGXj/N+g3W3XfDeOnRP3Duz7n3zwD3j8glUaEOaKo6XUZjtC42c2x01nuRbCoowkAymGzE78T3SL6J/WWLy0jGLAKFZXP1wjxx94ybNCcEj4zkdq1bN6ejVzGVkg8whElgHCoKVrRM0WUHttO+KHv0zg9DINfWmAEZheu6gNHSJrZx/1qwOPLW+5hcheGciLJmlOWeyCwLVy1GzfyEMpOfy2dVPCTjKN+UeILKudspTcp8iMY5SjqX5nyUaMY4MlHLFbXSIN05C1CnAGimQ2ftneVK5I48Nnfpdtw77sHxHHO4hjGSblyfuyEAQ7Ixi6rSbcJygqxT5nVpF2YCQAJqHCABLMEU48F1GkAaCUQBpQUuM7W6upgNi8/ATIBnblK2BvQdTRkhO/348MQFgNgbJwGSPQx0YTMe0qFLU7IVcPYBCZ2YWOKiMdNFQCBwBFCBIkvBADvEEGCZWAlJlg4eaWZ8xDayy2OCIAySeIqqBfa/SKd/gc7+AjGSTOG1L7xsq1jrJZjmBdoN9wke7wWLxIiAITQRtMCdcKVmNmJ+ih5Aky9bMRjRl5zVy86QVIyFyuhZR/c6vNynO60GAsoUmgcAAGDIFDtaxjLFmBA8Mo5xj7KNpumglGNf2eNlEvQqCWOlxE0uw0Tev6ReMZROHJULVjJQ1bC22juV3861QMfOnAvMycA4pDRKf9bs3zh8vMVFliVtqXqwxQJPGVKxVY2RuoybHN/kFGMOyciwDEFnHAXglHXOPFsMJAgBMQCul2WbOzIW4hyWHluxXjGWFneBMy93AyALE7MBSoFCYMxS5KqpAOgy3zznBDyCEGCm/Q0MVZIxOSbknBJRN8/3eQVg5I907mSxsB6ASx5JF08gwTxjnbsWHynrjJkSL8FGDuzTtYvccxkgYYsj804cm0QC9hhGyjBzpR1jkZ4PIwkipF0BCTlzBwmT2jo6JMsLtvda31kq4wALNvc+9jfL+yXnStoZBxHDKO+Mb5R9yDyXL2AsZF9MBjq/xkPcOtlB8+FnNPZzncB6Aea6gCEq5pJtAF27NgzDNZXQ5d4Bn0Dku8EQF5gHO4LwDUHwSvfHMhKfXv5IWp3OIJOlTg8/KnLC+QF0hpZ2AK/DjYpMIrivSVJgFphpJygCFCUcAGjunpJuB/vsAMIuIBJMMkvJs2If3LUABYABSMFWjCT4+n0FksCjeT/vG8MDmUsOLHEZTp1Mt0MSxrHDqdsyBCPuIeaFpUixxTUy8vnsUx6mIFYTA7mI/X3Yh9FhtfyaZQ3HVzaWTHQu9XLplHE6dEg4JhWN2SArwT5pkXNKN0AMQ/kCOe3wJU6dv2nKfmAnbW9dOfM+Sry8igVG6dMOhzES22AUWLHN/2ca9mFJPGS843LKGyanGg0Zj6TRIHjqmLb3DAdvRgW450xZr3twnq6dhoSs1CTgiBq7EcnYU/NFxkk6dckfEScZHwke35UEI5W0k5WQdzPiJKTdke+QPefJvFPWMZjvHONh53biIkFEU6bxVL+g3YCRZKsbxEwuL4hZymiQxTwOIGN1cxzAhbVktyRlZTbu5XHjKQDmfh1Ak6/udzyS4FHWVb6Jz22S8IJOXHkn7ivIAIzXxL3TTHBb6agMI0+ytWTFaaMYFTqi8vlk/VH+eF7DwTzNz/N28Ofnf8rczX/GD/RxgstPEswiCZjqaU5p/oJ/9IoBaWs6zhZp5JRcgqmSxAJAB4+/GbmpJX5BB99jRuxhoItULui+UbcXl47rLBuSxWgCzWJYpZssZEwk4LS2Kx8lK8GMnOMyeSnAWm/k4G/jswtogriYz+0tsnLDeYmpdP24ZzmCAgfQYKVn3BQMlTd46AQaN2lIOK1Y5CAPkGZcxMyIpFP2yTLFNE4jvaR+znxRzc3ucHMruM35fJUH0xeZ30N5RkzEQ0wgLQQP69W8tiRc5nwIuJB3qUQnHmLk7pQRvFOGxE8ZwmFLvGTcBCAmFKhOGRGb2EmAJfnKw9Aq71QzuE9gkbAFcDbLhMYHY4LtVDsAYq53KMVYQEXSmUfS+hZQziBUoLK27hp1ddeIi2yJj7C+Tyhc1cE7Lvv7/zd1bj+yVOcV5z/xQ5IHK1IiJYqCjcXtnLn23PvM9HRXdfdwCXAucSQ/kSASbLANBgwYkJNYMZYcG2zF2NgEGVkyJOLmKG/5gyq/3/p2zeFha1ftqu6Z6dmr1/rW9+1dfNMh62YWpGI0pMg0Dp2swyRnbA4DpdwnSVkBZIM5AEHnZPa8xUELzIAFk7/a+/Q2Jhr9OfauuaC58ZONf3zq44w1HAcIMpKVEgtipp54qEszBqIZH6Xnd4J9OgL9jvOOSWSMtWBCnTtBda34Zx527FvgWpzpd/k2eXa4d/LccPfut2jfHu6ZvDDcu/cCwHqJosNXAdMP+Ge8wYfOP4/qYmXICazknuR+O9d+EEhFfkcTtQIpyVxAXNXkyF9/N8CUOsMADODg1CWGAgAxIgCVTDYzB0Q85BZj5p3KJud+/oYwmWxmAjaSDxAABpeyp4I8sk1A2GSSAkpZ3jp8nx/DbJBt+HIJC7nBi9fTF0u50Uud81odPv7eJGRHgyKmhDEajNTir4qpYCTjLBj8yim7nvKNfc0Fg8RVWS2LfCvwGCcJtsoJpQJCOQb4LFqtp50g2ZBvPrBOhy+PFzLeSnxFfAR7VVUDrJM8Eu+ntIO1jJcKFDBYTARlHIlYXL48uPsax9dYoIi5sD3F/TsBeFMMhimKhHVH21PPOT5R1vHEPyTe9rHO3SjtAFWcOxjJBC0J2a3U3GFEEC+5b8Md2t/nunIBD5MDQJ1bZY3cSxNcMRe8Brso+2AZpd6iAWyhlGvWd4f8WhDAK+M62QWZtkgCVslGLMNxN8ZGMQuQccZH3Nsp6QQI9yyRaz0xUc9Yj4zrjI9afkmb23o846iO94hRoVnBt/oM5jj1G3bNKtHFDykFeQ19+yIB4TPD3dtPDV/Z/Kfhrs1vDF/Z/vZw987zwz17MtNrfEAsguPhZUrAPcpODJTV+wFTgARrWFXOl8Ho0vlFUElbQcLPB0gFML4k+L3KhODzbGaETl7KjgCXbCVTVZIXluG9RsmYHBTMpvQz1zS6euXkCSoAlApzmbKOKwYC9GGcqk6opRh8GfB5THX2AtIHiA0AACAASURBVAwNB2IeJJt7SmTzFntyU5FzmBLVc90NPy1ydfPO9OStGDty511Nhstjn6JoEvV1Pi+UQJw9HD/NiOSVlIDGUABEi9xjQBRApdfZ00wwFrIvhy9AM05K457ETp5rn9sDTOMrgRXjQjZCpuv08X9Mw3zYm/0oX5ATjQjk/cQH1LEKdgf2icmgAcGSil0knvV220nMykbU3QkoLPCNQ8CExNs4JFYCPJsHlAoxpg0uM+HawQYaDbQ5ADpH5p1TZ2fuKIYDIDN3FIDhws01HGCmSDelnhIONjKHdP4Q8ZGAEjjKtEg18kkPE/8YS3lPQGW8w30xHTzm/kvACT6vVfNakrmChmNbLwsBpL6ZDN11zokjZKQ5E2lGQH56wX4ErBA9OH2Fb5pnYZ6nANITw10bfz98eeMfh7u2vg6YnoaZniO59hKMVKtH92ClA7bVNbOuK+YTNLIrbKSRbCII+EKBHVMEq6khQGSgMEuBqGr1AFMYqe4RgEncer8yT2YSKLRUWAAcWcqq9rPrv4XdZDSuPaajB1MRF41xV5ZvJDay6gEZp0w0JlLSKQsBWhK92N91PBoOjgs4z2VapSvnWOoBpccpC+LLyD7mgwaEcSNNycznYgxk7BMnj1gpj/aBmZSAea6WsVTiqQJMXL7EVA1UxlaAqJ5XbJlQazIVgMnqWbcQm1O0mr6As4NEm7D/3R7SLbGS54mNKB/CiDC3lGXnVoMbH0XmeYy804QgB6W0s2zoyhHMRX5oR8MhTFauXYwIi1aJk7YsZFXqUSJUdXZtD4dIPOIk6uw23I6r4iP+WcRG85gOSJU4eEyIFhOV2WCcBBMZGwGsAAp5FgfPsQAMZgtreR/gQubN07guqFpspPmwsOJbYwFglfEggJRvnDsWwDmmiWBPU/oBsIAIduoeBaAyV5w8gGXFA9/0c4LtMzbzOFn9aDheIO2OkHZH32CV5RPD3VuPA6Z/gJkE0rdgpO+wwd8LfKivsQqSFZjnP+AfwdPB0fW6Tm7Q7yaWthl2eCrPExvx+USuKd0ARgCltORzTHwEeLTDuSYzpTYvMRPxkQYC97gwsGIl5RyMxL0uH7cgNowmKwGe5J8YPwNkun8zJN+ZidrIv5KHKUUSNNroab43r02sZQwmwLiusUB/msoJQBhZhzQMI8FALLFwj8B6jhXWedhF61znbnTxiJeorTP+yWN9dOmMnZoNHxZqhk094ofXYlDk2OJWLXa+qLLkAgmtzX2QpnunGUHTxdOQSANEcfaQZ5gEBzwOtQwkrwsMAVMgMWE7ASQTewAzQeJNTomLkJ67SL3JGYDi2OSuTt2Ep/Rt8+Q+Le9y8gAX49snlA3BRts4d7YqHTJpyxJ0xl0pa9xk/LSFFX7HOSbDOSBSvoV56OeRd5wr6+LWyUIwRNy7BhJBARtVTMRrYjwIGK7LUlyP4+Y92t/Y4TJVXDndOO1xwQEwqvec10W2KdmUdAKjJGHvufkiwDJX8tki77jOeI9FboK1tyrBicw37Qw7eLr+4XA4f33YO3uBP/hpJN6Tw327T7Li8hlipmdhoxcBEIx08jL0/hofvpuGwGaJkdjtR0YipnDJheVEJlvnsMyCSV9lQ0o6jkd3jYnveQAUIAEazmUire6KjQSOZsNvAISsRCyUAldARK/Td7lWCiDU3hOAIQlar5fLl9dwr+9V9XxjfR9gETiaFfS6c5olBaT29/heI6hg21OYPOzE3+r+F+afKk6ClTw2TkIC5skfykJjpUhEAVYgy3Op+OJJPZ49n10cv7h4grJKiA6Sc4LVHPfJkOacOE4OKta4Diq2d+RexVfa4zKN4BJUAVLr90ziMh7jgeTrBPNgbLs4tLtIuN22oE9jQQtciScL7bY+rCRoYKfETQBmW7MBuVcOXhkPW8i9DYHEWqRN4qSrSDyl3h2RcxoKaUx2JJ2xkHFT9QAmLIT8AkwLnLYFUm6hySCzINmMb3TbOpy4MQaSNSomYhwAdYBJSztxUwDluSDR+ubeBhjlnmOJgbzu+5BArRiJn0m+yJyRrbcSARB1ViZgZty389vh7gOWyXM891uXvMiUGrJjNks8mL0Ohb/AH/5N1hx9E0Ap6Z7nQ/keH9xrfKiwEXu/Ke2OMBtO+Ja9xgQ5ZQK5rsklEzJmEsHNNTQeSt2fsZGxmvISKVZunqxSAHMJe8lAr8GYAKxKhWSZipUE0+zRX3Hfb2jGTp7/muv8DjyG5QwZN+PaGWw7g41G4LieKqwGu7k05FTWETiwUtXwMel1HRMHwSwBhAwD8xD7+EyoPC4UQ8I1SanpCyPBSvRV3MqEH4tTYenEO0z+srSd8JgGyC1jmgPNA5+zxdMdTcomDkrvsfcCmjzIWxeP1yDlymwASMZIeVYx78O4x3usP0rslGPuF0zItD1lXIDlMezDWCSeQCIZO7FPvR3xkWBKHGRCVpCZS2pA8jiyznOPlXnGSZoQMpBJWY0HHgCOBa7RUOVCVjcwZrnQMTGSyyLCPDIRbRFmYkwrOzY3PQnYgApGWsA0unS6ch1mwyLgYkxwBFQCw3wQyVLOOxbwLWideaIcCyrub0yUHBDHBTwBxOsAU4wHWYbz3jIfZJzXLPdZKuWcvMRkKf+5RfA7/bvhi3+0Hr7whX8d7tyGJa4zIdH4Z2Ttp+yoc9T/M/+AV/mgnueDeJYP5kX070t8WK/zgbNlFe1gDnvxqMbj1ZtMvLex0ZnAOGUzWEEmSo4q4OH9AUOZCHw+1Oe5JCOWeIwExprBUE6d7MXrw1a8l3FPJJoxkeONtXgfc0UCMqYEBbBzYiULYc+JA7XZK4+EOcF7aEKkGDYWuoCShVruSNmXY8b5G7JTrMaEtnezu6vWDlNFm9vENAaCEs64MADSkfOh2YCoauq8D8mLjEtRq1UPbBqZ5+rG4q48UUk3YyAawDN+ShUEcVUlau0ZTwWENjrv19y5w8g6QGZez6oGwHKQ5pi2Ok5dWAmgmYRNTGS8pAFhz30cC7aArsVXxlPKuj0kX2Rg5B/Aiv2N1LuG9MPdG9s27t1OwISsc0ehgKkcu00cvC2lHYyk4eCq2TvmunYYDko7QSQzCa45iVqTsVrci1Q70AukZjR0kW6NmbhHNpKhutYS/ziWOEhgfVTgCYgYj6wDZJFnMEsk3Ye4dVxLTKR0E2ANXKlyEFSCiTENBsDVX//fYfnVnwGag+Hq5p3Dn/3pxfDHf84/nsnf840+Z9+3swffBEzES933kXkvA5qXaK8AoNfo/6UB6A3iKTZPZGuqE7S+TDTjG1oQVQ5LWcfnY/xibARD1bJ54sJIPkCgAZFjGJ14rhw9ZRwmA+caFcl3xawQTAWoVEHwutouzDGkoa8Jc8laNH5uypSQ0G4vltWwMM8JVRt5VA4rgvMEkMg1pF9koDLNOEhpB1PxxTA+piYGQ0qPkFxuPgmAqpJDOUtsiAwLe2kycJxH96TSQ0kHuMJsmhEA03goMo9rGhLIPk0KWT3P4VX6KeNoAaXmBMwkkMru1vKGhQScfZgNoAAuGavYqc6NpVI2JFAAjcaEBkPiIZKtEw0FYiJLf6qCgXyRx5FxAkXppz3+FmxD/GS9nSDCAt9F2u0Cml2scO3wHc6VfCX1ZKe6voPk26bSwSaYTNICJOSGLCQD2QsgmsnXDkkX4MR0YBKFkQBPWImYKfJOsAAE5J45pbhqYRTBUtdiEMg6SjyvyVaXrIR8k824XnEQ7yGAkHcCScCVzJPZivk6wakkBGT9o59QjPr7YXnrx8PF156EmY6HL3+J3UX5GatbvxuWfHP3kVO/ZiK/BTjeBBz/juz7MazzE0D2U47fJPf0M8b/g/YLJvs7vPe7yLT/pPzot4D2fSQkso34q4cVFpw7btX4ApZZwAxKNl02Y6UFrFTnyDje41z3TeaBhRIDCU4lnXJONkGG2cIgsIdSrfYa1xzAVIgx4LFxDFIPQJzqtrnqVWs7uS4mKWwT9w15dxZDAVs7ztzt195+eIAgM58ESNzhlWrya26BDDu5e+upQAggBIvA0Ba3N9ap+CdPYIw0dMwKCOQgTwzJg+dSesV9MJpPEfFh3bKS8q2eU2wtHlIusg8GJG4agXWIPMx4x/25B6kouJB5lg9lOQX91vTnyG9+X5koLp3WN+DQmQvjMPEj41odnrERMm+UdgJjB9t7hw0fdwHHjvmj5JJgIWIhYyRB4xMqNgDNBJdv6+QtgAOoyJlthZneAFD/hrRrwNEGN39UYIKdkHUBEXmjSDxYacFx5Y6QMcRKlTtiUiPzNBYSMzHJXfpgLmnxsEyEJMuY9wkEgIHRYH5IFrqUeLpzgiwgqr5vcVD6MJcxSCVqNRuWXid+Wj72GWD6v2H91V8O6xuP83u+k0rvJTV5K2SgbWksxWuNXzpA0DOxe0ptFpn4t8GioZG4yzhMCclyClfVVo0fPaDtrBrn2sLcFszY01x2YazmaxcuxQDAWZ6Rnymw/Nksbw9AC3Bz7e8AyiqFarULkPGOFQllT+dxLQFOgUdAnWEOnKZ+7hd8IVR93aWd7euUeZgZef4TRoPuXD2dQzZR3hkbGRNpJjDhZRtBEstfo8E4SinY8kthoAYky4ZkJcAzhW0iBQMgASb7ENsYBzVwHBgzyT4CJGwDA41ME1NBFlK64d6ZG+KekYmMvRInAZYwELFR4jGZiHjnkDKggyb1jJWUcHsswygpB6B07mSpxE7GTzp6MpduXrFVzq3DM26yhAgDYhdAKe1kpPtgrr/eBaQT8o1XSKVsUBGz+9JwdY+9AvetAgdIWtmRbkg8mUmzocqAMBAATxcW4psds+BCEMTy5jVKvjQBxb2RfR4zwWQsjQiOe0EFyMpwsGcShqmq13BIQ84JrF4weR3g6MqVO/dfbIpinGSRqsshjJMYs7/xMf0ntE+zNGJ168Nh7TKJgAepqFGR9+Fva++rdAzLAQTXJxVQ+FsBggbGQkAIIisn2phrmJYsuSirnff0ffkd5t7na27W67JuyXPuFVyjCZF1TtrzjC1u8LsAtDH3VMlZjQhjMWIyGQ72CqshTzdnVA7s/xxDpU1sXLViKnsfd0MLW2FCwGCnHGuQuGxlpuMIGBw/M3fEvTJLlQUpy6yNoynPYl9XJbnLJIp5YBgTs02exYWLlS3omkRDsqX+ztySCVlYRiAcuwyd2OkQkMSgECza3+x3Z+HqkXEQvdcsUI0FDkBuVzMAKs8FkQCDdSoBy72A5yDnjpcErOsVJ+3DSqmvMwaSoZrU0wK3+jtuXZNwu0i77SkSD8t7xyoIKx04HisfvrT/0+FP7mTT/O1nhp2dvx029r5Ond13YKbvpdYuJUIaDYvkhfjnW6mAjBMIIzACpAeMVaiLa25eyn+4xzjJJlB08iLvdOc0IpR5MJEAWjKBe6RWr1zDOHByByRKswaeOnfiK/GYnLQl9rdyr8YERGu5RyZiTdF1q8NtMGA7NobqAYA1eWf8DmWjE8vgunXEIilZMtbhdzZmSe1e5GW9JluC+TuEXfg8iGkEn+uVLE3KcnbGkuuhtKmcOz47XlOGA6+B0QSPe1K43KOSuPwsXpfqB5jK15eFLqg8BjywZPrr9DEnyPGsX8J1/C5AUIIRw9ACCOMeVr3KHlUPWDFQwAQrnXJdRholo7scmdw1B6ULWCzoPQDPCnM2VqkELe8bBgOoqYrgfWWsMFnFRAKwjAmBCDhM0hof2TQVqMczD2cVg6kEwXEE0xwBpKOAS4PBSgaAF6dOx05A2ctYdS771LhM1BpJ2hxTuLpvO7eAlWsCCnPhwDG+fDQeZKeKm5R7gIiYqEAF2+jQIe+Uc65D2o6cqxzSZiQe93D9zslPhi/+1SvD5tXHh+3dr8FCmFXUbW64ZbGJWR/rMmfPhUg2pZzSDYPBYlX7NB26i8+GWc8TKGCrlfKMCoXINl05AQOQ+gCGCezEteHcBTw55r7IPQ0HJjzXdPEqVpKRmLRhJscFHC2gGUHFz/OeBrAANNJQgANcmcbXc924SbaQWQJSQLdiMZ/jS9hgiQxbEef0MELHRO2Z0F3yQko+Zdr7jAE42cj3AwwdTTDGdneCxwxQrr3LGO+jlMPqdr1UJBzgKSbS2ZNZPBcsvtbYSDtcmWfP+zSnr1bnAmZAuMgq3rq2eIyY7fo7MSuMq0aLPNXmboCiK4e54CK+yhUp44iziIHypHkfxoYUm64/4ByjggoVx0/obXVsvspjXuf9ScxWf/kevKdPOsyT442JlHiJhZR3MpSGAmAJM8FWcemY1IDHpKnMdGTFiNXg9LKRADuEWeoYcCUhq1NXFQrFMiMb6dKNEg8w5diKBqsbBA3mwxmMNKMiYmbvz6V4FbfOhGyAFDOiACX77MA+o9UdQFmDB6C2jipOEkj3Hr81/MU97J2+9fSwsfkkzPQ0YELm7VcOySrwOxZUMSwAUwCFtFvIUDBTmEh7m/qyjg97QQyllOuVadjO3UMAIZJN1qFpfdP6yLkGDCZizwRfBjgeCzzuDQg8l7WYoIDQ+6ox4YmTLhlKxvIccCxbXLSUpXjvJZPdagbPnejGUkq6Hlm1jCQTGJxjmTu2uimYBBavuQGgItfYS4/z/iavcRUtEi0SLqDjd7+pwcB17+E19q6qzc8GeAGcE18wmQwGhAFRGAZQACKvyUza3AU0zwWZTRPCvsCXPsAu6RcHL44dZUNUiWR3JB1D3yuAlnGqSkJAJXZS6kW+GVPBNuSQ6hz2gmFkl1PiocotWWcH2wi0rMHiXmKja8RQtmkzGSIHvafln3zmr9fi0CEDfTC3EtGyqgKSjlyVB4V1eBJGrG3l3chC9mlIP/NPxlDGTgEYDKNrx/2xwJWBLW80AUATQJPcETGQld+W/xjfZDl5ckY6csg63bg06+lkIW1tmjJOs8FFfPYxGmQlGQmWIumq4WDbBEj3Tqi3231u2Jo8MVydPAWIXoaJ2I6LGCnSroNl+gCISeFSCNioJBvngkJrG62t3JN9+sg5r8FULUZKTCSTORanTwAKGnoZTElnbCTgAhjOI/PaeXJFgkfAyEYFnmVkIOcBEZKQ+4yNBEvFSVzDUBiBZmXDiteskmvivVveqWcbrtVNQAEz9cZVHHsusIypPPf9RqApDQtU/BwAJgh7AFhN0PH7AUJNhoqvBAt/uy3JWs4FBiCXiYqRHCsDotirWKniIizv2N9VuJrKhVbpkIedxcJm4irlMBF8CuEMZ8+WRG2OseuTrDVha/6rgYg+4FLmIQFPkYJnNJ0/wTU+znMa+9v4SbAQQwU0AkRTooyFFLFqKujO2RgfYyadOotUZaUTWkqLkHkutUgdXuKpAonxjjmhQwtPkWNZwEeMNEoz46v9c5OvSDakmov2BJOFqjJVFvER9xgH+ZSJMg8EkwYCgEk8RPkPidUkZXHuPLaiIdUMMRE4dx1SkrDW1HGNurq0gMr1SdrcLurzWEscp46VBJtHgghpx57gV2CjApI2t0yDWWDfIdvCGgBmGSDJQEyk5IeKcS7NA8YFigZEz7dlybzqw0RhG66HlbhXORfTQFlXx0vO1wLFSY/80lAoRrJ3rNhNE8L31BZP4zXFWl43juH9272V5OVvkaUAUbESr8txAybHS2Kq3n0cjK08T4lRAyfA0UywZbeimAqO8XOyKtdx/jZAJhO5D3ka7KM7WJJRcAky2g2lI1b5aJvr6nE+VyrGPVTyYVtbohODgBiGSR2jQGZIjOI18k3Y565Fcm/yJIrDThwHUCUZk/CNEyjgGEP6CTwrH6zxM9GcWEpwYV6kgsNYK+aFTqDMVExmhccUIAgQ80AnSjdyPse4cceU+Jx4bG6IaxoNjh3j2Nk8N1ek/R3bWyk3tjh3lWQtoFRtXeSc7luaThzsE3tbswGQuduqsk5wZSmFThyxjzV3gKmaDp2gMibiGDa6LAvCiZvATOaLylCoOEkLvHJGFqoy5vXETTKTkg9TAvvbGjyrGzbJH13GSIuLjzAWiEEexKp+kMnRjjv6XokHWMwn9WGgdg6owiiwjEwTuaes+5uPGWfijgzkGG1pHxAwaZF5S+MV7hNEq1jUMIJ94hl7ZJjHjGlbr/hm91y7W0m1YgKX9Y0sy7H5Iu9hHPDkPqSV8s5l6pFmvt73M0YK48EmsdwFJ4AICLmfY1kl65x4r+wF4fXc433cr9uXxjk/N+VLnMecGCWljMU1463Y40o/GYv3NKZKXMV1jYoOF8/ck3kr4y4BNX/kl9xL7osckgwzC7PALko1jAQNgxl9WEnAWB4kAF0mjxRPBXgeHwp42Oe7Hrhm7ghWE6w+MYMYKufKuDiBnsNI3hNpV/fFyABkWXYhiyX5alxErgk5l1xWClcrLkpsFIknaLS9NRgAXyxwZZxOnlY4IANMh7DRYVjKZKvxkKwjaHTebABGkORYFiL+IRbaV97ZUqgKCHPdWImCV4Bl7xZce+aOZB7r7DgOC8E6t+Wcks41RpVkrfyQVQzIukOXUAAc+k0ed7lhy1IKErHsKKT1bX9HpNyYI0rPP3u0vTEglHBpMRWYOMo7YxrBJEh04+gjBwWVzIFNHqeOybfkWLAZ06xoYRtAtULCna8+4BvlMybpH4hTHMPKThNEyjTPRwBwHtDBYDDHGhZZ3cT2vvnxcIFEW9/6b9pHw0Xs7w/Tr24q4/i5vHekINJOWbgyxmnSbEXcs0yild+VfokR8fk+5oN5J68x4ZcwyxJDwvtiQmhc5Hg0Lfi8Ah7AwWvi+Mk+cf6Udo4BJE2GsXaP++PmGUfRYkYADuMjk7gxGGIyWKBajJJkLswyC7sALO1vE7XER7G6OT4DFLebsdHbsMwYP7VErjFQq0o4STkQSVr6Y9Ycxf7OmNLOujyMBnNPXEsOCSlXtrgSzxipWMjyn9G9K+dOEAEYgRQXD7lHbHTUQBbrGzAlNlLiaThY/W2hKgnW/TSWjlOcuk+V9z7rjeqY3I6rZgWNTARwrGqoEiBzR8g9GQn2CQOlBEiJZmxkLZ1MJIhcJlH7Mrg3g/s0bMM4WyRa07eSIJOwstBmetYhuRaJzU+u+gxZQWPiVdYxRgoDNXkn08Q84LxnTVFPgjWgQJYJoCXMs6T0xzq4peDi2zpjjntsjBPm8V4mPjv3LNnMRNZaXn97mBOAThfca1xjk6G47nGNASQBg/yyaXfnPAAjb/QYVQ2PfhrAdfT9o5/BAACTaofusT8wYQFaSoqQkbxWKbfktQUqwArQjJFWAdsHw9resZuANT3HGhDGT5cxlOc2/l7AmBgJJhQ8ZZcbG8kwZR6U8UCclKoHHbwCUjGQsg/jocVRlh2Nm/ufwhZ5dCgyLk8sVM7lWFmmhS3QysSYJ+8kk73Lz6HG8DrMRh/pGKfQvBSbV1r4KpMRS4XVNCcsgNX2tsIBI8LYSXtdgEzZ7MR9L5R0U+IdzYWUDnF8IogSC42WN+DJHg0l+5RxqURQ2mlzGwtZqaCFDYhGS1tz4dKZk40ElEAa6+uQcMZSlTOSpXDgiIsCmiRbTaACJuIiJVxWumomABrLf5If8txr2N2WACXRSszjatja5AS2abHQFov4NmGczQNZyBIg92zwnP3t0ti/wb3tdOxoV/fct4GdVivhCpMIFmVcHDklGUCIbGPSMKY8Wz4ECB4STEwsAUQTUCuAsQI8ayRbgBBAMJ54p8CjjDN/pKxLIeqj7zDJ3yvQIPdyL2CLoSBgAiaBI+h4D8EDEAM4QdcMBeWcUlAJpQzsOV4ZG/mesJnWtxNfc+HilkDhd+C1BZiPYTHeM0ld3vMSQIzdku247xbj7XoBiLH2njEhlJba5nHzlHMCSmAZn3Fsg8k6mExwGT+lAoIxWa5P7IQzatkRYDuHcZzw59QImoCdEdPYzm1hIGQfcm9uPDTW9uniuXIXdy8PJ0A1WJeXh10Tv7qFdJ7KgWnkEzvG5+r6PKl6tChjSD3lngDODkqA5jJ3lLo5pZxVC7COSdzEQAWeExf4BURa33WtVsGadCVOCnDIKynhmms35oxK2pGgDYAEUZkJmgqRfJoNARsgI2Y6oO1HulmJgHQz1omZAEjMC8U0qHhoAmisn5vQdgWTIOLYpeYBlHHQMQCjDyPJPDCSJT8WpVrtveVyCaq8N5Vx+y7ko2EwbAAemejq3veH+ydsx+Wq1TIXmIzERR2xkqU/2tlldQuwOi7DQYAxFknHBA+YmJxhqGKeZZiHCSwrCaDWRsYJ24R5BAyTHYBVXCQICmwFOo0I3rOBSjNi6bkspURD/q1higuBAkOslYf2mdy/R/IBHjaClE3WyMBOAACOtSBkLAwVs6HAZlI3VjkSUncvLh0/IwnegNJxwBI7nM9Ltw8Hb2W7BaBuEacpFW03yUdplwsyQW4PcKrEyPcQRIJJwCGh0wSeY97L6zEjbKn1u6EsNA9l3kqpiHGB7MtCRvNSMR8Al3ETDp3gO6OaYaaRMEo87O3TxD6YCGE8YyNtbJO+9uSN2Pt7ioyLhLO34chNabJQ1hwBqBPcuGPkmslXgSSAlG4BEPLNxOiRsRBVDEc2AFTbcFnJYL7I1uIj77tkIlnHqgUlXlUpaHPHeNBwIB7yfWSubEFM3JPVrci0rDvCedsXWC6X4Ni6OuOjWlaumWAjXkLS2VJvp9V9ue0Wx6nsruruAIlzF/AFSKyG1WDYRNa577f5pCs4eNTa4Vg9wGTRXKB3aUSMBplHQMFSKyTeSvAkJiogLXXiYKyV5oFSjubxKrIPgD0iE40gkmmY0EqtsAo9LLO+/hlAKWmWeOi64zCAjBMZR2+sNDZApMQTCI6FWWCLiwAFgHgNsMgYawEFw1w04DjZBWfOAV5VWPA3BijETIAveajGcFZTOKZhkZwU76ecq9iKaxz7WvfVE6C9TDfa4gCsB1g9WyQLnLCVIAIgJlrDGbz21QAABcVJREFUUmEnZF6AxLjGA5Z5ST7Hi8GUfp22uXmpUcoBHPencA2Wz9AVXGErpFoYDMY6D5gAFrHTDCfuDPmWPnEUtXra4TEndOYqTlLKpWJBWZemhAM0Tcbp3EXexR5H9kXiKe1koWKnuHk6eD07MQGgY2OiuHxcNxmbxnUk3hGAMAGbDSEj5wAQLty+TSDpyCX+QcppbWsmAJB9kqv7Z7+qa9jdKUIVLAIEm3sP8Oy5V0MApJRT1tnLWMZFBSi33kpxanJGLo0gPjJGcjuu7M9gTOQaJCu8ZSTNBWIk1yABpmxdzJ52Vw5gpB5DQeu7Jz7yuIDEJAFAAVJMBY4BjSwloFaaB2MTRB4HTAAugBoBxIQPwwAiASewAFjFSvaCiz4xjz3nOaYHUOvrgAz2WTNh1543EK1jOsgovL8sMsrFWOKAP0zI7yTw4tQBUNlKMCW+8ZiaPE2KgM33lrUAGgC5GGMmJn3YxvPEUt7ja3lvwePPA3DKyFRs8HNrU0srKQAY11LYSl8LEfmslXy0AFTTAeCmakIzIrKwnEIB5nlirJgSxl7KP5nJqoz3eB+kMfHQCrZa3bB/l8/jXf5uKi6IiTpip87qC4yKRZzAkogzmcqckzESgLIsKEBDSp4lTjLPZKMiXIOCNsZL01SFCyjBBgMBpkNAoXsnoLTGEzuxnZnAiTXOPaNrp+kguI61wMNqsNVCxiqmGcEVxuKeA1bBHrB3neaD/T6L9fbZ6Wnfbbk4TvPYxXyyUIDUmIhzk7Ay0h4g2/Oa+aTPAUrQuB2xfRkMVnUTE7XNTmqDE8DkhicpB1LeuQ0Xm+jvlcy73030OxKwYaPkkTjWYMAGd2wZVrrNTEtAtdJxAzhrzIeVzfgIcCnxCkQyE2NMpFXiJ84FjGZDA5mAWQOqSDOAYB5JCXchY8hGgCcsw2S9CIB05mSbknFKuQuAoYRbM+FWfGtreXveI/nKCuf3JF4qMLnUQjDxc1q7SDzE+8toun+ANBKQn5Fi2ICF3537c96uGzcl5oq0xMFjEi+Z4OaNepy4HnAs+X0qPnL5haVDSDVNBoBRRbLKOWMnzwtAZTpoPHA/bl0ldjmXdWCixSMw1CUjcR4b3dcX0wlIl3dY9pQ9I8JSuoCVb5ppj8eswPZOCZDrmmha5KxhqnhJY8Njc0zGTy77wD53DAmoLDRRew3nLjkmjmWpYwCRygbzSTIY7DRlwZ/72yW/xHmqGZR+sJAy71h5J6ACLECliyd7MX4MqOyPBBIgVealKf8wG/bJKxkv3c4XaTaYM6peNpqwS5DAEjQCaUL8lDxSkq4mYgGOm5vo0MlMR0o6n4MEqD7nzrl7UD2lr2Kkq8RJVzQY0nhanzHSLkDqAdISOaeJEEOBQk6rF9aCJqwjSJhMBLCrh3DKkG6RcHwL9w8r4Zh4tgAJUACYNSBaCxYZIXENkzRjjHMui2hfryPlPqHnfbyf8wsl343P6JF9BvmMrR/7nzrP/Z/W6yLpvNfGawWd7II58ADV3w9ih2uLP0hbGycFkIKE3z/MBnhufso9Hw8PBCTFSgUcfscwouBSxvEesGIBSjDzd7R4zJKjknzmrwARksxmrLa6qQEiwACNbIP9L0CSm4K93CkpiWQYx+UleRYUUk1rXBbpiHs6avNc79RhRDjuwkHdu2soCJ91e7T6HZuO1HNvj1kGc7h8j8Z2zDwU4XjFVlq0E2xr46Bj4h+rE1Kt0PrERhxfs2F1W/pzjbho6sO5jZ0Ai3FSxVEYENjcxTiMj25emAh5SNLVKvL7r70z/OX2+3xr8x5KPkGReKgkXcAhcIijDik2dT3Rgcc82vJwwRJ1KhoO5s31a2uQRgDtWZwKiPaTeFXyaX/TBAuso3tXY7IU7AWA9mUkmQmzYY/1RxP29Q4rAaAdXDqXk0fSeax7F7tbBjJOMvEqIyHlUg6k0cDG+Syh0HC4wr7fVyavDv8Pa4fFn0UaJQIAAAAASUVORK5CYII=)
Figure 5:
calibration 40.07 mm
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
109.7
|
110
|
98.4
|
122.6
|
-2.54
|
98.925
|
For calibration 0.15 mm
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAABzCAYAAAB3louUAAAgAElEQVR4AVy9WZdl13Vmlz/KL+USicyM5sbt+yb6iOwz0ZC0yjVUHqM8LNuSShJ7gg1AEA0Bgg1AihQ7ECRIghQbUBJle+jFL/4r13N+65zIZD3ssU93m7hnnm99a+19Tlz7cOfl7VO0D++/vL3eeYVm/+r2+sFr2+vdV7dP2Q5Y77Lee71pb2xvsPxU96vbm32WB1+jpw3f2N4cvF790PW2fX27M/ra4zb+Kstf3e6Ov0F7c7szZh/97vjrNJfpJ66zf/IW7Wu012lvbPdss7e3e9Ov039zuz9/m/at7R793uwb7OfY6Zssv7jtLL+w3Z++xrG02Vc57vVtZ/HG9mDxNXref8ZnTfnOfJ/r49e2N9JY5zN2eJ8d3md3am97nW2v0F7l+Nf4jrRmfXf6Ksvsn/I3cdwu29PYvjv5Mu0l9rntK017mf5lXlPr9jtj2ugFfrPP83t+gZ7XjF5Muzn8Mr/ri7SX2M7y8EWOYTnN5S9X67+4far/pe31/gvbp3ovbj9M+9DBC9sPH3xx+6HOF7d/tv/57Z91Ps/yFzjnn6F9lvY87XOcfxr9h/Y/u/3QHi3rX2L5pe2f7X6G9qntn+18cvsf6f/jzieq3fzk9tr1zkvbG52v0OgPbC/TWE97ZXuj+/L2Zo++Byw9frw0AGB9ZyAw9vxw9kN+1KH9G9vdIT8obW/ESR2xTtsbCQUnd8yPPGoawAQKgNnjhO178iffoP/Wdn/2Rtb3gWV/QpsCDCcz+9jfAYCD2de3veW3t93VW9uD5dvbzpxjFt8GqIKz43vMXqcBzfzNpn1zezB/g+Vq+7PXgIv3pe3NXwO8V7b7y1d5n6+w/DLtKyy/eNX25sC5eIH2Jd6XNmd5/kWWbV/m+71Mz2cC7M4EcAFpH7j2bIAm1PsAtXcFlCB9md8LaIaCZHuJ34jtI7az7L5de6BKD0gBLK8BLqDKa9PX+o3hC4D1xe2NvlB+HrA+hwB8hvZZzuenOLf0XfZ1P8f5fh7RoAHUdSC70fs0r/kky5/efnjvU7TPFmR7n9l+GIg+tPNpgPr09tqN/a/wQgESHEChXe8Kzqu8CVcl/U172s0+EAGKihPVUXFQmZ2m3RyiNEMUpVnfFZiAotoAEG1fUKI6gvLftcDBSZ5+g5PzFidFaGhAss+yJ1y12V8Az4q2/A7Lb29769e3vdWb2+7ym2z7NvuEyfdwndel8X4r93037WD1jRzTXQHh8qsA+NXtwRqgli/x+Z/jcz+77Yw/y3eljT6z3Rt+ars/+jjt71j/uyzvjj7N8hf4ez/LBfNpLiKPB7QonWr3aoDcnwORCgjMe+yrZVSR7XuzlwHrK1HJ3ahlqdceCrU7ZtkWRXMdoNIESYAa0IBpN0A1kAWqRrVQoxt9IfoC51AwACnQuPx82vWAxHJAYv8BYO1/nPbX26f2/haFKrX6MOqkUj21p2J9ZvuhXQC6nvAENPQ3CFNphKcbgYVw1G+aauMy8BQkKIiwjAxPNkMRocflhCYVwJBkI8SwbQ8VUV32AGUPSGyqSru8p+pM3+IHBiJO+oGwEK5snblAAQbAHKAuB8Ch6nTX32L5deB5e9s/+tm2d/Sd7YHblzQg6fI+aQB3sP72tnf4fY75B/a9QXud16I481ebhipwEm9wAdwA/Buo5nVC73W++w3gf4qTcL2H/HMCrg/4zfjbbqIoNwh5Nwh5N1BTw6JA+p32l6geyx2Wq73G9leyHKjmwDND7Wh786afvsR3ACjAipK5DEB7USxDXwNR1Iv1VqnGhMQRIVbVGhdgN1ErQ96NYQvQF/P9rwPU9R7bAMi/x3bD5t/VpY8CEf5QHsPbU4S/p9iWltD2PADRdj+HAqE4N1vFieqgOH3UxlDVJ4YPiO+EpZu03ZEhClmOqhiWVBOhMTQBh40f0zCVdf0KP2wBo5o0ihOlUVkASHVJcxmYCCMdANnHm3TYLigdT4Q93uUgKiNIKgwgcfyuIW/iyfkyzR4A9Tns0+9UI9St3wKy7xRkKJRhTbXYxxe1bY/j95Z8NorUWQFXlIljVqj06FPb6yjR9QHKM/0SoHLMso5pj+0shZLQjboIzQHrHd/P42j7gCKw+4TKfXrBKVhe4m+2AUVCoAAJEsdEmVqlIpziqQx/FQJRnbE+C3ACF8uBSlXSQ+mrvlRtQA88NwlrN/FZN1i/0QewqJTLLwSs/7CPj8Iv3ewCWBfYBCshjl7fdCBUAERYu3aj+xIHEL6EJyAZrip8BaQmbOlzdgaAFaD0OMDU+piEKn541GdPtfnvQ1O7rvGNAhVMKk1B5MlEkQIS2wJFgWUY68xQHxXH0JXwhYdRUdJQJJRlf42Jxkh3UJ7OGthQH0NZLRvyvgFAb28HR9/eDk6+vT04ROlW+CXfYwNshEDDWodw2FGZgOdg9SoAvEzzhGtWP84P/Al+n09ykj7PdxEGQWlAEpSoDQoELIFHkIXqyX2EtlI9YNB/zewblcEvqUp7bLdlX8DyGKFq4bGnoTZ7hjXg2WFZ9UmYG6lIKhQ9KhQ1CkyqElAB0c7weZYBRaAEC4W1v54wp0LV8g1V6UCIbChWY7yf2ntegMy22tBFtmVWRUs2RdjKcmOIy9vocdxPpkKfcHaVQRmuUATX23CVHnAMV2ZNQmT4mhmeWE9jn+Y3y2ZT7Gu8zn5Cl+Doa4SGk0+46nJS+utvbPuHX6P/ynZw+BrLb6IwtA1t/ea2tyF8rVExgLJ1N99i27fyuu6K7SibJ1bFUB084QfAY9hxnxlbfAqg7MzIZrqf2H6oi6HEYO6MMM9s12yXugiRIKo2vK9AplfNVMR6T1XrgGWVaE/wUMx9mubdbaqSUO1FpVwWKNVHwFi+CmdEBDJCvVK2NZlfhTogiocCoIQzlaiBSFVK1mYWh49CgSrD8wIBLlToZkKaHkmIHoe2eKcGpKfM5AhjAKRJNh3XIKswwgEk9lfgCIrZ1ROZFv5gx+zKjAt/UOAAD1mX6ffehHBECq6vyXL8jdDUNvt9QlXUJaEM1TB0AU5Ux5DlsmGKcGMoq/DFNsMYJ93sxlCyS/zfJ62O4QbE+CVN+Ao/hDodbPA8G/zPhvB1SMZmQ4m6x+w7QsEOVSHVB+BY7h7yWYDWybGEvg0ngmzrKa7g6/iKp7hy9yZf4Ls/z2cRNlGuA8248KleqFhAwZRXCFPNMOrApj8Spv1A67LhU78kSLW9VAmDDVQa6w79Y0Uq2DTjKU0A2G6rWPFJDWQJZ6VCrTcq4802/ZJlA5tgAVWVBMjCKQXcsBTQI6SpQAlh9ihP4CGsJVsToM8LEMa4CywC1Bpmajo7AzOqNsP6Jh9EG36DpgKhNFnGRNKnXqOJjhcSngaahKtWaTTDhBrUpdOoj4Dsz7/DutubZhgKSIYtQxL7k6YDg8b48O3t8ESgCJlcmbtTrihTYH7EfU9OTqDq801gwfPQ93lN/4hl1w/fIJS9Rtb28nawfgk1eon1lzHUr3KCX6Ek8Gr2d9ev8tqXWdZrCJCf8zlMM+nv6JMsc6VS81FFzN6Ep8Ie3yEK1vgnFcpj6PcxzaV2HNsoXnkvjg08KpPgGOJaZXIbgLG9WsEUD6UyEf5UnZQF8E75rqxHgfzeqFSpEV424OCNWlUyczO8JaSxjCLdHPB3NZ4ovSAJjyBRT7pBM4w9ZQtAgUaADFdNQdDCYBoqE+9TamOxL9kWMO0CidlVFQMBCsXZHas6Nr2O28rz7CfbQl2s3VxlWv/ADwIkArMwHWfZOk6gATbAMVQJzcGKPhnXN7dDTzw1mJ5XpScQ87w35uRQY0l9hR+sw/IBKXPMNH6qy8ky5HUTVvBUwoeRt1i5h5He49iOab8eKCk/PmxpJqg6eEJ5b07UTczz9b7tUwH3gDDZifIQriwBBCJ730+o3E95wXX9WLyQoBouec+AJmAChHrpp1KqYDnbHq9HpbJPkADKOpN/f1TY34LvGbOtKj8R7gx5CXPCVD5pB9NdRUoNNxdGTHZjruOF8EWoUEJYY6QNZVGhgKQakZnRrlWtB/VJncfwZfW4epXmT5sKBBiYZYHZV2EIVzuAU6k6ykMaHrhaFZpaNbaZnqM4ApSQ1YarUqQKV6oO4USvQ5gqePQ8hBUg6q6/SxX41e3/sMNJwMPscOJv8kPuAMTugu/EcbuErT180n6ay3w277XH+wZSTLOGu7Ph+xwCMeGtg5c6wDd1aQcbTvwTISj+hdC2j/H9MKHrqSHFuOFnUCRCl8rja+gDZ2ACXnveo2tzvxBlmc8FpAp5eDB9WOvFhI1wFpDiv4RIpfJCAKTsc9ntHkdLIVSgqglQwjoeajfhTJBoKI9mu7IzC5Ff4jy+0DQys2RlqIvQ9A1jVdm+3qOGRLveY1uPbVl/MeFNgGwAZJ1HBeJE2FAcvZAZV1J2fFAVBBt/kzAFJKhKhiFUI1N5QNoFjgBkjyHe0+ekjqMvaTxNeuBLqHL/E61VpHgfVCfGWRWyCZReA2j1HChE1x83voIrev4VTuIrhCjC0+FXmwZom1cIey9xolnGcPeOMd0a7aOvEwq/RUb2HZZROzxSakox3ECdz2pOMLCpHjeA5wZFQ9se4aKHae8dCgoAoUalSIYyFae2+Z0OCIdC1V/7/SxaoogoqX2Mu3+DmRlNQ53szpCGynaatN+Q1sHvJHujN2tLA5Dygnof1aeBKGqkMhnCOIcZPjJzJpRZLxpSvml7l6mAV2PkoRkmcYiklilhCFUgwiMR1qJGZGPXNNA7gUh4hOlNXtR4IMy06zsDIBm93YQvC4U0zfJIr4MpvlIboLFynDAFJIYuwpiV5RqKoFd9HJKIiW5UAZhSXbZIaMPzHKz+gV7/w3oyL0CLMrEvRptw49CERcc2s6PmlKEOth1wVR5Q/RWsg+kXtr3J57c9MqkBQxL95YvA99J2gO8ZbMjmgEm/1E3jNesvAQCNsbS27S+Q7THqQ/p+Y4yJ5j0P2OaQRnfJEMb8c3wW1esFsAKLUO1bJ1IxDIXWfPAsB3ipfXxbsqtkWoCiwiR86XVsKkxtc7kq2PaCQ6iyok2dzPBbwzQaasOax/B+QmQJIGFdqB63XUJ+KtuoUtJ9wlu8UZP2O2xSY29sF6pBA9ST5tq03toQxUUUSPOsAul/BAiQYp41yxpnYQGgyXdoqo4w2RuqAMa6z5SxpxakVJafAIvQpSqlYZT3ZvgdDXOjQAldLB+kxmN6DjiReVTBHuUxfLncMaMi/BysOYaw44+853AG2zsoSOeQ5c33OM7mdtvbFd74cR04NavJgKjm0h/WK1lzq4lec9IY99qhvmIxr/aTLvM6B0N3AOemzeELjSgn8Gb20VuRZozPQmiPkFfFQxSjMfZJ8VGaXZVElQGufVQtXgnAAll6/Zc+jYvAGpJF0caPBUbB8vWAlvUm9a/ipIA92Z5QpyiVfoi/2b+drHWPYZKUAAKTwyZA01S2rSHdHAqPDQUixVeRrhPirjNIWyr0ogAJDy3qww/RpvFA5FDFLqV8Q9j+9Lv5g/ae9DtX0KAgQhFQ9DuGsApNjpyrNmZeMcwBh2MZ8Kx1e5TGdeBRcbpJ24VHmL4DQHoghybYFy/k+Ne38SECRXrOcEaf0NMn1PRJwau5zHEJT4YofQ/K16TrnaTpwAh0NguOB6kZ8bfG/HKCVBAUqkOo6mwocTAmdmNECBs9D5SEoSP+JmpNHQqRB4TFDp/d5TMqnBGyG5OdkOUyJ99aj2E3YUq4Eob1Oo9hctnwrPHX/2RfXouqAKBq1knq3g53tNCoPC7bq0ga60Z94ovwQllXhYSIfUIETC7vEtKq5+IBnp2rZoirulHBRGhTkQhp16I6CVmoT3qVx8bVqlkmTGVYgqqzIS6ZlhAl22JfE64cWjiI+gBODDMnLGFKteEEzRtgyLgKGOBweQE09IYrs62uoWvxXa5CwflHTirgBirDmtuo6QBN17CGurRQHaA2KlM37buk8TbrP9Z+/hGYXOf1eS0pPrD0MLgWH1Nw9OQHAGtCNI22qpcaD+BxMm8Czo0RqTwmWhVoYfF9ekCkJ+oC3MGaEEY9qQfQtq5qqbpoxrkYOoRia1kpcGKiVRg9XVu8TPiK0hjOgE4gACfFRsCoCjXrCWdC6THNsVfHtyCxD2geV7rLFyUzawZqNdmqT8HTgNRWsRuftIMS7aBE1aO+FiDxQtcCRcABGPrdpsbTwmNa7gi6CuSY1V58D2EhalPhS1BqHAy1SV3nCWBUHAFBYeJtBEWP06x3BCLwGKo4ybSCgu2GLjMwQaH1gMTWJUR1s2xxsIFGYA6/l4HS/vF3t20bHAPPyT/gc77LMAbHOJB6xOvJwLoc3+X1PRRII92nqNg/fms7ONZco2A2io2+Xrh2UgsigyHEaar7R4CICqXwCBwD3xdYusDUP/w6DWVEoQow1vVaOZ5hlRhwXm+9KqrF61Aps8tKDppqdjI7kgX7QFahK8pkGCNkmpHV9BTXBaox3IDX0RNFkYRIRSr1aUOZWZqeqIByIFYVcmhEoFjOiD/gqEaY64JIc10qdG0nJhlwMMy7A7wN6uO8nT1AytgWPmhvBDzUgPbHTTqOKe447DAlDcbTHBBKOvE2LM+ZLkE7iLKUyqg0tq5NZYmisA0VyTqg9FCXfuABitX3+TF/wI/JiYsqCU+1PgrSR0n6nnROfh8QVJcB62mcRKEZHFc/ZNk2AJxBA8mAomLbhMCT3QsMKIb7MNMDTn4dQ7Z2yFDJ5gWu+C9w4XwRH+NktRf4/C/z2jc4rj6/hlIqdGbM7Vj1EyiAMbwKCyCqeAWV21WqFiQhYh8Q9gCppxm3gk19yXDWS93IsFahTRU8EBagUbUCkdBkm/C4bLhr1Yi+8UI1H8kQiE+yTsQ0lD3qQ0n5Mw9JmGhOG3EuEsDs4oMsPO7YB6AoUNV29qwoA8suhnlv/H3AIPRgkPcnepgmHFHPSTFQJSKMCU+GDfQiCVEVkvQuXQCyJTSpNoSlbFvSp3HlR33o1z/Ew3D1Apcg9QBr6KAnUy+s/fQJS1GfhCVDEdvSWoBUDwFSZQSH/hhg6If0w5PvpWUbIPV571IcllWYdj2v471J7ev1AA5Me2R1Zjm7FBMdNthx+MQfnpJEF281OvU1/L2c+P5xW/UuKPsAJIz5DN5LVRKY6llmf9azzZCHAgUctqtmUR3H7drWKFEz46BmGpi1GcJQI7K2UiegauECoCiRocwMLb3L1dqxtOpVHsFpWuYWsSxE1o4AZ4dR/B0q1jv4oGsxyqpODHOZ5n2mbew7cy7TM/Q0pN4CY6/nsYDoNI2Mstf2VJg1y5mzIzDfa5oeplp3RYhRZVi37+FxehtalIZ5OsCSY1CYIcMLA2ESCjKsPtlV32MJO33Asg2O7FkHmv4RoYpW6iNAbQOgFgxgGXKCA8eJvSPzwOIyI/QD9lkbqvqQ+0uRDgBMg+yA6u6UH27yRbzRm9vhGeBEZSo8eXxCn68LNM1nsG5ojNo5pEIYGxw5ECxAHsu2KJQKhJeKpxJOW6NIJAoC2mvDnAXINIGyCY4gFUyqUqlTo0hNOLsKafFFAkSIc9akFX0uigyF4IdSeEzxUZA01CqR8AiRADl6jwJVqAIGQlRNP7XHPKfiDChOSW2GJqzf1LiVimTWRZps6EoBkKwpSmTY0rtwRUZpgGaJkixRGKFRTQAmjTA1WAMFrdv0/c0POXE/4EQRLueoCAY4isPrBMg2AJpSG0MTy1fgVLgaJnypRLQTQFOBWB6eCFkDFoo1DFCAg/epVsuOmwUGYWOf0PU54XvUlHYnqM/kRU66n9UAKDjxTwLva3w9qsj2obB4nM1j3CdEQDMASsNln0Fbm/t7AYnjrqAyu9RLqVTAZE/GmKZfUq2uRv+BKuk/EKWarT8yzJU3yvhazDbiYFgDIoGLCWeYow1hAlOV64Km1EcfhAdqQpjw7DD9A4BQFIqEexPClhPAnNMT46zSoC4UCZNVYZo7eJ5UlPE/URrCVvkbw5NNaFCeKI7A/IA/9Ie0d2g/4o+v9T7gCM2Avs82w1dvzYne/Ij2A350tnGCuiwPDn/EskrD8hHLR4Q7lEdohiwPbMesA93ghGWAKd9j+KIBjSdTfzS6CmVCVCFuQOgZup++mtAJH8e4jX3u7x/zWzD3eY9ReSfsqxLDM44zdPpeeW8+K6/xdYZHFUiYhIPjAo8QVROYQQOOShawAK4GfwEPwFQmoYpSAZLV8m4AIvMzxDGnqZowVTtgWMeQF3OdoQ8LjhXeqnakscZHaa4nTNelQNrOK8okNUJY1qkJ7TV1oUCU5WbsDAXaDUBjoKAQaAjqWCEWpngfAWpS8jEFwOk/8oUwzyiDx+/7mngjUt6ZIQp4YpSFSIVpQhRg9NuGuhQ8DUiGJOARmsEhoAHLAHgG2c4xwCEkAhVQDn9cPbAMT37EiaUBzfDEdcC56l0WKiATBrb3Y6YFx22CZStvNBQi1g1nQzKv0fHracNjDDLLA/reIRkJ3mdvipnUmDL7cXT8Cq/5Kt9DI83y8cssY7pPeZ9ToDl9/P4CpR8LzI0iRcEaZYrBNyEAtAAUZdIvqUYqU6lTL6ZbqIDHECdEAGV/cAVTDfnUdN62RKA6ab6tR7GMX7qJWJhZ1ZBIDTCnwu2U4wxSVxamH9rDTNfAq6rUTEpjsv61qAxeR79jlpWxq0mFp84MuGj7qIuj5Aep51CbISQdLFGI5Q/SdxY/YD/b8T0dmqGq6348Th8VitJEbd7hilI12AYEUZ8NgLGtB0B9WqmPitPAFHia5WMAEp5jofkx7R3auzRB+hFmtgWqgeoUkK4arzttQMs2voPrpwBlO+PYM74vSpDqb5MeZ2osP/i+A7bOYTaMWf11NuITI/f7nJg9hlZUiBHeKFBiroVpJEhZBqCAKkhCq3qpTrSolesqES3KJEzVUmrAC8aQByZLG9SYgKidLNcVrqgTKkX9SmVy/LBnLSvmGoAMbWwTop3Yjx9y3ji3Vr0zhIIqoUxXI/tNKi88ldITxoSpmdUIQKgMwxJmWx1CVgd4OngbVeYAeNKSYaEyAGSabpjqqTLxNRpjGxAQgmxdgVj/GDBoh++gKD+hpx39hB+HE+9AJnANVBT2C04fUEYAUsuGJY475rUcPziiP/kJIegdmsDYt/C8sx2f/mQ7PnuXE/UTThSvA6QRqjNCnYQqYJ2yfOby92mPt2f/GccSjjzRA/b32d8/+/G2B1g213uc+D1u89mbI+vAc8CJG5y5nb/9FOUAvl78lpCoPkKkoqlCbEORApWAtGEuYa0FyMzTkPckQILWZol6K2HSL+mbUKQok+FNdbIirzdqQ5kAoTRpqg7rZHTxSwBkral/zNynI/0RDU/UNWtjjM8wZrbWZmf7KTi2lepSol2mgOww9eNaJ+AADSB1ptIIKKbnhKXO4sd8AbMp4dHbuKwCmXIbtuz54VjuByJDksuEA9b7+hwUZoiaDPEvo6N3t2NOvGDtLtgGIMMAosK8C0yqUx07FCBh4ZjR6U+3k/OfBYihIJ0WLOMzwDkFoLPaPz5nO9ts43Nedy5Y9j9OG9OnAdKYkz86b3rVB1BGQFBNoAQO2Ng2BrAhkKg6e7mTggFZDO34vBTMY1QvIfR9BhyrPxomhLEMTKU89gVFZX+Pl+OBEtoAiL7CHfuFpgFHpSqANOvtMiGOcGaZQK+kKsUzoVLllx77JmcyqExW5B3X3Ln5se1B7885zxhqFHQnk/001TVYayZuKNvP+JkFRhtmOrMYzcTIwlLniQfS25hdAZLZFP4m0ynIsLpRHkOWraDpptgHcPQHhCkNc5YDlnCpVBYN+cOaGYUWAa0ga5Ct8WiqK2wBECa5j9II1FDFiQIJyrvbCQqg1xmoPCoNwNgLjMozPv8p7We1jHLUyf9BIPHkj85/yH5gESRVCDg8+S6Ps+/7tc7y6NxlexvvkZ7vQ1jaYwR/D++zx4h7j+Jjjg1kgvYPfFfD4XdZbuDhNYaz2g4Mei3hMoy1GWJ8kWAVOILUv/JKKJuK5LbUr1gPUIJVKtTd1FCJU0UG1pBSWBUqwEmzFMAxjiUSXh2U9h66m4Tb6zMSpykRwxsLCMfOjkwdyVBmCM9ovyP8guS4GSHcuddNncg5RRXCYpb1P6TkjmOZbQUijbKZl6HL9LwxykDUQ4kq4xIgazg06zrJun7IlxYQ1hPWkPrUfNjucShT1XT0QYYxM61Sn8q0DF82TjQAJcMCqtEJ4Jz+nJPyHidWYACnbcJ0pUComGEKQGKuBdBQJlzZ7j4Vg20tLFEcoWobUADT6BwFOqc2dEoNjCvV8GXrM+Y1PgWiU2ZJNgpUfqoAKc9TvioQtVDFDzW+C5gEs8w7oABWweV7sC8gEboCF/v1SgAUJTKTa8JYp/E6+iZhKSUCJsNZwpo+CfVJIzlyLA5IrClpvCv1L3Nd/g+AmL1gaAs8me3I356J+xpqa0MOa1BIrNCl6ljH4c1mEikcrANNBj6FJyl7o0pWmGnxQCpSwpcAEbas8aQgSFyG9j5V5b7jVqkB8b5kXa5bXdY8a5ZN0StNx9g2fihGmavUupEZ2BiYRhjnhCygKnCA6Pw9wttPttMLw5YQ/YT1d7JtaCi7ALILwp/hTAW6MIwZ1gRKdWqBsTeUAU3CGeHJEMUJznxnpqHu5RZnyv/Mna47MZxQRiXa9xA2QBqnd1n4fE9BFSSVSGVC4YBpQHkh/ujKKwmS24UIUCgjOJ7XFkELJqFqQ5chy0JkeaHHmRqha6PisF2TnVYAOdugsjUVx1YlgPTxRew3Q4uhpjhp6u8cI6bOxhMBUu4ESSijIk+9CAWCRttVWi44vFgT7TydzNWx3gPdGQQVHhRJiEzdHSEPRMChEkWNAMK6T2o/j1WnZ8YlLI06VTVZaGq76vYY5akAACAASURBVCMsQ+s6Vpc5Nqn6VealSnEy+KHHNE+IJ3uMxI/54ceeQE+c2wwlmNpxgCivk305ySoAJzMntwBKSPOEe3z8kVDYNNTvbLscu8cMwtzKg5k+cCQfCIdAOD7ns2xCYigDkDLlrvsdBdPPq/U+30+fNEo4Y3ugAQ5Vp1GebOPvGpmt0fs3ByqAqaKj4UygWLd2FEXSHnABByouXksAydgMZyqTY26WBppsLXUjMjRVytkBZmsYbVWoC0Q1p7xRI8JYDYc8rlhbK7pWQxPWfCwYAlLmLeuFXG68UCCC7AYivU2NrANVxrPK6zju5TiWc3Vq5NzKs4pDYyhCUIY0K8mGt0G2CQohLZVdAHHgM2Na9GRmwvSnjR8cGR86CKp5RJYzNYM+KW477qTHQLWS9pPiq0zxMwklglHKEMVImHKdE8xJFUSBGLN9qCe6UE0w0SjQ3gIfwM2GjmGNL4TH9+I7Cm6ar+V7+5qss1+lC5huY5/g8xkV8uoiqGVUCLismo+EiuOE5nG6DxSC0ngk/ZCZl+rjYLGDzD2HfQKZANkExjpRVa8Txtp6keNsZmkZCjFDQ4FcxgspIsnOHKhlFL/j0Ic+qM3OUCFvaESBHOcSHryPhcGk73ifqI8qpA8ixDGN9IDBQ6eTVo9SpX4gWC5zLIokRDXaznGRw4qlB5i2Gviz9C7p/GGYtwCXgVF9EVePIQuAHONSbRzKqOEKflyGIaou4hXkH88fm7oGEut8G8yhP5A/WH5kr3rViBMqBJNzTgxgqDyGkSiSAAgO+64yJ0+iJ7+FDFCGKMs+85uTyqNAvSYLyzE5rqAoFeS9+bwCjB74SpVKJf288kh+P6EpWKpmVOl+FRzZ1/ggJ8mlZhRDXam/U0PMxryg9D8BSngag60XsnUDEOeJcHbQhLWDpqJdqsP5yLmywIgCaaIzPda5R04TNoxZvaY5GJu7PPBBjN5f68Q064GcolEKVMAIRYHhbMEy0PYARfjqELYeZ1pAg8dxHrOj52ZaTvgKSKiRd1c4iaqVSItbmaaReT5eMWZdqpXqoyIpzwIjPLWttqtcqB9/vEW8fd6nLeZl2qczF/NDGgo8OV75wINxNpQJjSPnnqhBCnx14txm6KkwIzjfThtfvL2dXHwbEDhhZ34mCkQmtm8Wxt0b43P8z9k3eE/aGWl9TLWFRF5zbgGRcTQb1e2qTmuODUf2qp2f6/ekJXQ9HjeLAgFLfheHQBwSscKdbQLk72PvwCzH0czYDF+Zh4QSew9dzzBG3UjQCijDmWrUmOo2jGXUn4tSeJzM1oyfZUA2CmSNyPGzysS8rdr7yzDR/DCEroPM8REgszFO+pX/0TirMrRmHk+KiJriGONSjXbKRd8R9KgQXxQAe8BjE6h2Tk+pDie5nZKx4VhAGzbwDFCiARDZhonzXomGMuUdv0Tf0yMBSZ/sqo/X6eubHMowy6KYKDC5ytsf/KrSy4/uMic12Y8nUT8SfwKs3rTIgxQOgKWr12HZOygOUJ8KYRTZCGP7gOS23Gnq1FPm7Dj/2UHXFgr7vqCoUIa1hK423DUKqNLxHfpJ61FdvZ2Q8b3L+/A7cHE99kK1njoREJUC+TsBkHUioYoKPRHKDOu2jYpkXwDVWBogcTHW+FkbJSpqVIGxYLpSnygQStxMQrtm5uVdDY6DqUA1XGGP+mSUnWUmvFeYIpYqddw52s3DDlwXLL4Yx/RY7gFZL5PAhIYmPA1AlRnwhwFLHynNNI34JV7Pa/qJ36iPJXsni6E2DoIWRJwEf0h/YBUFY2u2NSPzmpHST8jCbNPLn25nt365nd76xXZySYbG+tgM7aI10k34MpwljLXhzJOMEhDeeqiWrQ+E6fEtfQDz9pxOA9IBIWwAFAN9EuFqwGsHhKrhBR4qwBjCfsjn65P+ke/6/e1UP5UGPBzfhjv/prFwxVijiqbtgpfG9yJjq79bpfIi8hg+y74BTcgS7rzgmpAWkKJIeCFUaABAfRSpepfLFznU0Q59OJEtc5A00YazDMYKlF6oVKjjjMw8dgYF6vL0ixQNBUaYUCBhqUYYuppFSHiiOFjq4jJhykY4q5mDhJfUevQyXHnWeqxKp6k+QGhqSSYXlcr8Ht4PM+2MwkwQiwK1Pse+DV/+UPzAaVyxFBUn1HAmZEtppOfTtB9up1zRM2CZXrIPvzMxnJy9xQl66/Gy62wfMbwwJiyMzwg3hDC9iidWr5R2wetp0wsAIIx1mKPUQZFsTkl138RwZ+bl+zSZWD77Es+V1/naH3AcIAGs7+tnVMovvITZBqwaZuHvi0cDII13LhiOR2VTXmA94S+9yzR+l8rk6AOQEDUgBSagEaDA5IXawgREnJe2qUh9DHYvKb0+lUZIOzADI6Sl1wcxqa6DD9ILXTN0Ga5qJF1gCEmA0bclHLGecGWoEgiUwb7JompmoBBwFcb0ItGk32ZcNTThMldnzLBXD4VB/rhUnDWIhivn9ADR0KaU+8ezrP8ZGbbsHduKpyE8URBMrefiXU7uT4HnnWqsT2zWgS6t9Vg74v1MdZ0aEb/Aj6efYBKZVeHyIQ1AqEyUISfZZQHipAOCcOUGQUJbZ+VUVjwP6jLC67SZ3IRjJihQXuPykyBGhQS0jHSpkgD63jbVqT4nMAL1JCCVdysP57JgqVZCxe+C4c+F1ShWAaU66YsMZ00z1dcfAlFAAqJSpQJKNfLOlgx/ONwRb6QaWRtyspoj+TRBihqhxgLUFZ4AZBhCKWgtPM4IzLiWUy7SrO+oLJxgm+qRqjIn25QcTyM8Q6FofYxhiDDl8cP4GkKSoKRGUdtcb+cVj0zdk77zQxHjS3UKJH+0MSCNuRpVnsBDmJpdojhc4dMoD2GNq39+m/23genSk8JncuKujCwnx+kWY1WnbZ7YKJDQqBp8VuD5HmrmiSYRWCHdtP3ll4HwTbZjslEg379a+x6sJ5S5XsqUrC/LpUClan4O4TjwNGABiGBbx0rju44bj2aYS31LaLgwqhbGbwQ8ZcS5EAh/o4S3Cv2jgFQwZZqwA7apGXGeNecCJTwNQPYq0VXDXPfJcE3vuwHIFN9JahhqBmCv9Rgo7TWqozkWmL6hyj6t2ZYqc6NACT/As0FdNhT+Mqqu0lB3sVAYNWJ/k4aXIqkkDnwyYp5aj0qjInEVtwZZlWGf6ypOYGGwdJJMCmjwPhOzKdYNYbOLdwBFz4MCUWGeojpTYQKkGSdligLlihWShCqB8UShPAKjshiGOEnTKAb7AxFX/wUN+CaX/sgv87cavrwfHh/QPN2jv2EuEEo2FVJhs79UsRrVakJgwhffJ0rm97tF+CXE+l0nrhvuoj6GXZdRF1WQcNx+3/SWJK5UiWXX0wRLVRIsfz/VSbCaPsVIIEuv+hdceqWae16qNIg/MqSpRoYzKu2A0xMgJ+1ndqNTZbkVu5msf61gARLHtzKCTui5UhaX2yYgwmFfg5/ZR2gaEYLGjl1RRfaYEQOiaU74cpoGI+0jx7VMyTl2GGWpivPIIp/7MsrO6/A3Y7cxNWOSbMrhCSDixxSkwMSPOAUET/ocbzKjn+Jppvic8ck3aRT5WDYU6HMqy/Kk1kksdWmVhpPAiVYx9DQB6OxtehppvH3vlAThBFPJo2A63MbcWX6JrOlr2+kdALv1HRSP19oCHd8FiKZ5T0Gs95002+a3Ua3LRrEETGD57vFrQGSvJ5ugVhNAt5USAUTgd7/A8LurSNkmPA1A9oGHiyRmWxUXGkf4AcaGApUaVXhrC48BSJ9EeBvgjQYWH/VEhLMy18BEOIsSqUYqkOA4FaPUpszvgAHPzBKMzyGkZKDT0CIQKg7+ooXE/rjm+pSaMJ3CKRg2J3nheRwEHZ+/nz/cVF2YalwLPyMwDog6vgUwE9Jye8e8VBmXp1lGXfQ+pum5yvQ1yCsFRSvSecBB85CCPMiJyel6nhHjSpXdAFCyLn50r3aXvcoNV564Bi6VRNM9BMThCZkWMA6ApXfIfJipzwXiaazTzxD2n+e3+Arf/xX6NziWKa5AZj86A2Jh5n0CgjBE2VBdJu0HTkKf+yqUCovfp1FIv1dCakFjRVvl0RNd/Q3N949PUpU9JgoEYE1fsAgOoMQPqablhexr+QkPtGEbzeq1CjSICtEDUF+IgKaHEvW9qTJh7LXttZHeJZPbgcZ+IyAoScJTs+5yY4rdZ0gaEbZGhiSUQwUZEq5GADYOME7+YqBTcJyvY60F/zMiXOXYhCyObcJUqY7hCUk3RQ9ELtuARnDMulSihCWlWoCIy0xjSGZkbYb5yj5wyjqN97pb7LMuo4muLAuIcpU3wBiiGr9TRpnvqU9BgQShz3TWLjcJ+hk+J9oHS93kQZs36W/w+N8dPs9pFD0AGnD8AOCEbkjRcaSCCUSUyM/hwgGKIXBM4qlQH8Pd1XfwmEYVBTzLKqIwCbXfvVqWDWWuq0J/0lQst5kg2PibWk9k4mBR0zJBlEg1ahQJ5cmEtngiftsMfTTDRAllDnXwe0SBuFcNiJyEdq3HHJ8WmoKj5uPUBDCVhgYsWUdphsdOqfglXxBwmPCV0GMIIly1MwYDzckvkPZfbZeXP+fkG470MryG+TsFRS2rMM4K9DWjRmmiQtZ5fF0z0u5o++ySms+lI++mxMoyGQKQdHgowj4DnXuOmDu8oSFMpsUxSLyFvChNUmvCmCfNZU9kQgw/ejyRhritPnM1GrqYTN8/ZriHx7hcn/BghSlP55jydA7Gw/qoTA+lGhCChkz5GNksD2isCWcx0oAwJbyNgKoq2ywLF5D+qQH3OxByA4thSnjsBVog+DuacFU+yHVTe0NXu1xhTXAc0defpRmyuIi8Q2TI71LLrnOMjRQ/8GiqNdmsp/BIGCszbXZmZiZE+KLmRkfN9DVHzYebUp3MHBQWpp9GXQBmdPweTZVxWS9D6nz+wXZ5m0LdKfsMN1EaQxD7nT0Y/8JrUBNT+Hgc9gUiAJqe/Yz3EKAfYoTfAwgniKkwpuC0FAVN0V1XdTjZ/LCp0OZH4Y9Oak69CuPXw1NZ8XX8ahIzjYm+9ePt7DYZGW16i8+5hammFTgsB6L2qv/Odn6HMIIieJKHTpRnWKJ/xGPufLYQrUPbW6Nutg13pm6cVEYlmu097lzt2nKn6msBIdlXIBIKvi9gjS8MX4S2gCIwwiRwtZz1KBXfI9voAUjlautGqTkJUjKzx8DE90Rx9H0ChMrwm9RYmhkXGXV8UBPOBCXAGNZUcxvLycLMygjfWIM8rJRpIH1avJAAqUQ+9Y35UYQwZgHG0whNhaVMPWX+8tgpqEAyddafysOMwAlAzS7+iRNAyME4C8wYICa0ceBx+ZeccLYnVAkOr4/PAS7ea07qqp8RvjRPPOvTRnEmTJMocMhQss8fjJOgH+EpGN67nhsANcj80H6X6W1eb0tWg9kGkJhZlGaarEgzKyCqEdJvU4FUIoxw//g1judEsq3HJDHVpc84VhcF6vE5fbZ11i8kE9vHRPvAqj5XeQ+gaz/H4m88rjI83ovPGpnO855+5oD3G1826iQg7Ct4NNVs17xHcVQdG8cIUJZVI5WM3yGg6O30UDYAi+J4YQkQLReavb+bCmRv43guvgznNBCpNo89kfA0oavtfVhWc/9ZHs8X/+OzjqgDja7gERj8ShqwHDceRorX7DthWOAUOBx3yhsbYgqICTMEJ4YcQ9QpysQkr0DlEAP7plEWC37vowS+Hz8yiqav8W4KQ1WGJugtCpbfwfcIErE+P1SmbzCLjnvFldABBrokGTCQccNawaPiEO5QoEqVVRuVySY4LUCGL9otVIjv1OfEuD4MkIYd97WQoX7UfDo+cJOHSO3xYKkedSD3T2+37wGcKNiI97B3ADZhDJDHt/lsvoO+JvtVU1UFhRo1fmtIn+UAUssZlE0WyYkXYi4eL6JklsKEtymIqo9CA1fB4LGCU37H4ulIM900gep5Hkk86kEQpTo5t06NdfJZQpYzF/WBVUgMQCjPgc9Uol0bqzSGKPpRszwhTI0xwfYTTTIhynA1ZjqpihSQ7FUe4Yhf+RnpNH4n8LitCVWElBHSaSicMS41dSYg76m38XVTlMrqcWYUmvkA8Iz1WTyPfof3ot7jWNaQ4YoBn9fjSj+gaDlmvGt8C0Bv8953f7Gd3/3ZdnHnp/Q2XnubHxMTbd1legvA0gxlQgMc9o5Vsdw/+lrUwO1jTzZQTW6hADT70SWfSZh6avDXPFzqkzHYU5RrcgvwApvgqDYej68kBA7J3ia3+YzbfJYQtZ8bmAo21e6AwqT+aWj2J1B4r4zkCxWqZesDkP/8xfcUjOxXTVyOMdYcE4JY9+GdfW8N9ykjekGUJirDRTjwXn0vRu+0deYhSYfTc/veTp0wBSx6nKgO0FADsgJtuKraD2F7Rkjn8ca+9lrVawxRgmQvNIBxFY7wK6rI2fuczF/Q/5yT7rrwCBENpZme/4YTXeozPec49gnU7JKTDun9Qwp+wGA6P6V67ASvqiSX15lijkfcoOcE/RQGKQoGImECvPmtn1E0/MV2cfdX+Borqz/cLh/803Z17xfb5b2fXzUhmt/GA8X7ML6HYnn1qyhTFSPQqCwus50TO7/HvG6epagfEToVSWiq/+52Zr2Hz+xx4+CHR/+Np5F9lhP1BvtLZazrTG7z2luk7bzWz+mffY1j3sxrZ3cIs7yH22ccN7tl8bFe20NROjxyb+y0EAECKP3XyIvJcNg0j9vjpA2Pv8r7AgXGPiWGZJn8vlxUlgjs9zjZeYQxx3g/vlM+KkwJj8v4G9peJo4JECoTgITIqrOt8Tl5Iogj8gxdELI6qE7HJ+tzf5yP6kOBAAZ/IzRTzbChSoBYniZECYzgVFgKPAIDQO7XBM+YcxxTTAibeazrtBkZ2JxQMsKc9Q7JylAMQZjdUmGAwqzK9Yygq3R8cSblT9mfkXUUZ2LWleyLY1EaAZpzEvynKYt7v6SpPO9hgnm/O3xeFMhjAZMT7ONREspaAx2AVCEBqgxpKhxHGGdTelRl2qhOioOErgG1nv4RD8U85BFvo7/l6Ryfi3HusT7ghNbxhCNMsuDlc0850ajF7I6wAg0qZLibYdZtBZ8eygdMvQg81I+YV9QCNAQoVczSwIjebG8fgAYY+3hB7oAtL+j341i8mlD1Bc1J/wy5DAOZAAmOMAkO5Qke9Dlg2UcH+8xGK+oByIdk4XViEzTJPgSU9jhsUTLhvQskVIg7da9VmAIWgYnycPIb4zwjDFUoUk2ABWBaZZmgRFEY1ejCZQBRdQKOJ/l9zDIn10FNHf4x6gEA81sCyXtdohSEnxlqNI/C8FmnXAGbH/Na9t9qm4qiArFuf8fyAJPWqIDP7tQ++9mdn7BPcIDYZQFCTazjTBkXm2VszDDG61Adt03IzuJjUI4uWZWZ0uwq5FToMiT1ObE9GxBdH/63FBO7AKfJjmoZyjhOcIREtRmce4LfILT6WSgP24RpRiVamKpyXQAdNAo0xLgbvrwDRDCFRyiSEaJE3ps/IPMbBJ43UXH285v5ZFrH5vpst+Swx52zPd6z51CL4FgvIyz1mMPktvx7CBXIQVEgSC1Lb8kQTR7Hx00D3fyPkAYYVQfF6XBTpQ8t3ef27n2ek7Q35tbmCRXjCfUcAdLbFDz0jcLYC1LWDUkXv+Rk/rJRHT2P2wSHqz89J9pQB0jzSwDihI50+8fvA9DPabxWQDhZeqtSJeEwbHKlbQxhgiAcvi/hhPrQ4u77hKn3CVm/ZZmqOD5q88zvt+sHv9qu7vPe9xwf+16jSj+lB7a7zO3hipsmnTdTwwsRTryiTe3nd/FgvJcnt8tYl/ODZneaE86JH5xUSj7LMZYKvrp9KgpECOMkG5ps/RPvny+1EVqPH16Ucqwe/Jjv9852+ZC/5z6KevHWdvGA8HwHqO9QoMVMH6AWE9RrlBTf7I+wxj+wG6HIpUgqSwE0RIEGLAtLFz9zsPgivxlPnA1UABQFYs42D8DysXvxN/i7XaZgeGypjSGL+9/JpvzfaF0+vxelERwnyWGQbaiNRrngASC9D2GrAzz73qELSADEH4XvmZqiE4KmeJ9Z4BEiw5gANT0qM1dhAgsKA0hzioVpqkkUx0yrlGVBCFugBpOk3ZxoIbjzy/iWCVdX/9CQxPsA1pztjnj3uQ16QUgSNrdPL0wp8TuEq9X9XwHMb7ZLTq4DhZrlNf5ndZ/PuavafCchbXH3XdYFyCmwnFjUaH6XuhDACJrPi55oqDmBthkeyKEKK7vzqAShhtd2eWCC6fUMEKe3SOcZurgx+XtubfkU3/1ltn0LCADrVAV4HUDxNhw3Q9HyoAVC3OwCBTx7nR5PQ5gaAoUheMYg7YzwaKjqMkg7OXM45A3+LkII6ra/+DwhiHBlAxqffb0//wK/D7DwXfvWoDjp+pAer+9ZVsi/bOABUVTIu4LlbEpnVgKID4bozD7P9heBAghQs5s+54h/rNdjolyPYmzP6n0buujz7xiESAOd0IXyAJFh7wBDv8+jbq5NuZITvgJPozT4nVlAoheghC+WCVECpCcyBM2o3bhtQRiyCZYFxiUqYwhbANgCJZmaRTCQOrUczzjN1DSWIpYTzyaAMKGOMbWWAWjOh55QKMtx1IDGSLoGcEJ6aptShJtwlWn8fBiTdaERVeL8qCyPMa5mKiO9A8s9HkE34vhx5iw7yMpVSWhx/vLw1CvctNiTBgSeQJaHGOCRocEwwjEu94540DYG+jpZ2PXBX/G434/zN+lHUIRjHoHnkzoIcT2KiQer5znZjJtN/56pn3/D8wT/kgd1/+88Ivf/5F6qv2Hb3/Pjf5KT8RmO49EqtA6lgYMM1HJS+VeaPkKvnkPNuv9OE3j2+Ocu+zP/m6LPqX7cu30326rfpVq+y3Ox9/jfHrZdTP8uVfTH7XOE4efJJj8HTELJfzriQtNA90nX44F8sj5hLR4oSmT4UpEARyUCnn090MwwQqFPUOaN8gQUjPKc8DSPr7FXfegvgUIwUBenkxqqFijOgvCVTMlpnLzfAsNsuFqRFU2FwMG5FKxMJa05ENaoembKAHWHVD6JyxkgdbtjMmQMppxmDMkUvErMGOjzBHge8t3havIfzRnfM1LucsbB6qnwfeDqM1ZVjfivd8m6VzVPtQcSr/g0lvVCHWo9+2meYP653OQTnKC/x/8ADx7o+vBvA9Pe9ONs/zgn8xNpu7NPcFL+nu/BSVvwv0aHf4Xp/svth/p/uf2z7n+l/1/5Vwn/B/D9DSeQ1/jeC0DwgeUCs+Kh5WunjAghfxfbNNiPG2ChLLb9uf+rleb/aRWuOcDwDMc9VMYWyPiPQoLVghOYBK2FiWded4FvoHrpkYQnAPnPaHjYgmqkH2JssRclsvbDPHEUqKMK8bQ2AMJ0mk3hcwRpTnq9CDwCJDQFzkJwLlEVGwAtbxGOAGSh0lypDaFEmGKW6c26NLMA5JTWzGm2fL6x8olhdNnyeYBSVTCMKaFjDtmXcRvS0qpA2yP5aZpNXqcXALIuRlGlOfCZzl45/kcewHFbYEH+Cxp+GOHxmT+BSLjcZpbFMZYRqPXscsWncaJ2OYm7KMJNgBKc66O/Czw3+f+pOYYazj4nfJ8wsUff4Sn3/UN+3DX/sGT2SepGf7X9j93/bfsf9v+X7f+49xf85+T/yv8d+8u8101UyJH9PQAQCoHRUKcRlpy8Zo3IcCFgaQ08BZIX0AsFkv8AmIupwMLg+pSN/BNg/3O16/wtwLODOu1gflUfH1vcYZuhTmD6XqCokH4oIQ2AngTpAJBM4Tv5x8I8bIsQCEAYOm4Z1gPNCGPzqBE9VeFZGtupGM8NVww9OLUisBnWTMU1y6jPQsOcNB1linl+D7/zHn5HEAkTGY3HcKIoY8vqnHgroy5b7Ko7K1Eb1Cct90Gx7IkGir7yineJUlmR9RExTfk+A5hModBIWjfxFhxrJfoLATHFtUA3sM5y7nEWDR2XarbT9zWsvIcDnSOqyFaeB4Qzp2a43ictv8nJvk7ougE8O1y5fUKbaf/onO/D3zghAxvjg7qEtr05xw7/jgFY/j0UU0Bu0H8Y9Xpq8LeAx387VG047gBwD4BlgPfRmA/4ng6H9HxYAplVZWVcLFwwXbKkgG7Nx7Sdv9F/tdmnhlUZm9soeAYAwyrvaSrPsf4nIf2PT5W1ot3jovP/efRQ7EHSei5etiXNZ4pMwhkXZHrVifeMIqFEKlK3ycjwQIABPHN74bCWQ4U4jWGFGYokTCqTbUZtpvbTu59C31wPRD1nYaEvoYtlxqTcP7e07xdmSqwnfJYBVKeBmH5qmHkNqXkKhFZ8qUMt77tOwzQ7Acv51BrmZG/UeZwl6MM35w/+dbt6+t+2m0f/hMlmAJEQmbrQ/Z+lsLh4wAQ4fsC5xcYH+LMHbH9IYVNY8GHL+++y7adsY542XsfUfvmA7/SA7Q9/yjGk4dSLFhwzv88QDkDtzD4FHF/iRH8z2dTqEUM+FAb9TutH/A5kXJNbpNJLPND4r1FFjCuK1Dvkil3xWkLeCNNtCj6lui3IArDAjJsBmplZte7hS+bUp2a3f4Cxx+wzzucFNLv8JtsdHLYkQQEUHzjxu1soNWNluEZvOMJkZ6KaQzQ0H64wJFRNiAYTPKlji95ZYugfcn5GXNje7Tu0Us3nDMleyzoQDZxzFX8ErIGO8E92doASoUCCAxyoSymOkJAGU8BbAMsc9clJV4Vcp9g2ZzhiHjjwOgAUeKwUU+Npl5eOhjONYspV3ycT2OXGxQlXkfewTx3fMmRsOGGAsqI4uL7/m+3qDn8sNajjp98nu/rldvPAHnPNqP7m4S+2h4By+Og3bOeHAsSzP/9/t7f+y/+3PfvYB+xnMj/hbQF8y/soH8CsAMirb5FMDXiEhRRaZbLgRL8WqAAAIABJREFUuAYS0+zlQ25sJBWfkeavHv4kEK3YNiJzsla0eZrj2D6+9Bk6mF8UZEw6vgGY04/+ajvlO07J3laP3qX5fsxoMHskNFrBHnGs0z26qFiXQVsHVK0/CeeIKvaA32Jx17KCqX0NDI+YFTAHKOHxewm36jEj3ReeuVV0hmEcI/OOEedYF0A+3R8lRt1yR0rmN5XKj7mYTChG9ENVyTEuVEkFEiKLjYFIdRcgqtMDzLVACdDAIQ9ek0wtk/deMQuDZEbN0zOwaZiaMT8n0AiWCqPSONCJT5o7kYn5P1Ef1xmzmjNWNdMTUQlWhQxdcwY0HeCc8YcN9STMbqxbaazDuIwyAWJqQ6b3DEssSW+HDKkcAcvyrmk8UHKiHcuaMeK+oKY0t2ioKpHVHT39++3Fx363PXnufQDy6hcSwbG9ByCMuxEO1g8BlJPtthUQLVAilSPL1GbWT7/HCf4aJ5GaDaCsUCH7ufUbAFMJJqoFKfkuxncfHyJcY9Lz0emrAPYOxwPZI3sBYsiG+tCQzM/lBe83532mfNbs/o8A/MelXmyb3WOMj1C1vC9ArN/l4rxjqzpRFAgVchzPBGIGiIIzcygmQzTsQ3VqqorLlCk2gvA6ZREyV+pMNS2Wv8HRfS7gzNJkHM375fuEoxE2YWipJXOFgB24DGcJaQlrZrT+5oRy1QgV6hsmaQDEyb8KW/wBmmlhcZthS4DicziZVo0NVVSO0zDMSyu/ZGNzK8vsN41fANACmJZ3MdtkYUt+fAdE1/ihFQW+FXUex7BWKQz+GkVBWZ7+Dfv9A99j+Z+ybf3w1yz/enuE6gSCB7/mZP+WE+xdpz9iH/A8/Sv2/4L9tp+nrVQgakPrRzyqhnnM1oTWnEiBWRqe7qOunrB7NmpDnFSLhE4BcXl+D2g4sQtUSIAcdhhS8xld8BxtszOyphEhqI+y+Hi7NTAa+jxW5dqwPqEu5e3OKz+XpvLNA08DEJ9hQXFi0RFTvyREWticRYlQGLYLUdumgNVLCPsW2wAIBZrxfb0DpaatCJSgURRFPSxt1HTaAsgbBzKJjX6Caukb83xq7rodAfAI7zTKiD0gYQUqpBnO8JGozgBY+now/FAyNgx2nwzt2jzw4C+EIApjRlbmeNGAkz7QNF7HAuItZhta78EwOwJu5rWk8LfUzwCQBcMqGqICSGR3TQgiJG0ITWvAWt+zKPhrTjRQpEjIeyH7TnCbR8GEEGW6J2zA8ICQBiRHj37F+2B0mdNy+LCURyCWgLC8R38fSPA2gupV3fdKJJyuAk3jb1SA+B/XeR3KMSC8WFw0/Hiyo0TAUD0AcMzwkudnU9+xbjPC8xiy1k8DTwDhs3ntCmjX9A6ujqknrR/VdsFc3Of9Cav2C76D33sCMAPC2uIe1gBoDWMJZQATmIAlakQIM7O0IOlQjGFsFmAEiPDltBGVCKC6eJsxf/fU2ZYqUJr1tSfmGQGR/+PD/xc7NvkIQPyu9KVA9IYySykmNEBphpwQRlIzoEY0AKJrBY3wcCXifaz7CIxt2fQWCZfxN3ocG6PgQHDIlX7rWRQFeGKgVR0A0tOsPPk0K8VzMhrnBLm8RH2SnfF64dlglDcMRRwCx+oO0sm86aVXv4b2jrft8MPyY1nRXuFvVKs1J8FJ5JtHvP7pnwMWIUv1eaQC8T6EM1Vo+YCTg2lc3uezErpUH5snT4jwPPQrjhuSSTkyXyeY7VEUTqYnPurBPHABWjof6EucLN63CVeGqCUhT8Va8F4LQucUNZ1grtdRMSD1M4XngSCpQigyYW+KEpn5PfZAgCEgqkz8j2N3AMI2MzHvABGcGUqT2QQNPN79OmXOk15oCCjTTM1lCgnJQgtRTZFF5ZuJavonR/3HhKeENYacrlTIMkrqdpppG2a6AShZsWa6FEh/w4mKYbY3ZKEoeBsNsssVxtgWeITjte2I2oE/yOGlqR6wBR4AiQo16iMk+hvGh/r4ppXK5DCFipVGSKMXlCVGcQEojt6vGIpYZ5jCcMdJdNScq2maWXtc2VaknelHNuG97B6/RM02z/wzQKFoALRGicrjqDJt6CqAFlz5jksZwjLYiQGeMlzhkMWMbapDwOEkm1UtVBj9FMMNXYYzulScfSrHIgCpYO4HyBwHKByrMReqpcA00ESF8v4YZULUwmW/Ay0hiyGaMtFCAxCCBDwJV2ZoWWa7yiM4mWGg+qg89MDjxLmagSk4rKM+T85uNPvyHjk9TVTHAWHKAW3TCzkiIEgp/FrItbDrA7WSiQFThj0sCxDCNM2qT1J0Q1gAwuuYmjtKzlSKKJK9YQyIVrcZ7Z1+gPy+nwyruxaqBp4MZRDeEsIc/DTDqqxqhQFeYY7NvCp95/3MMJRfFMVnGI7xSk7h8KEIU6d6xDRTjGRA1BDjjEELiN38b1TvhrAe9E2yILzQx/59e4Sh9kRpSBcZ+wIgQ0Ma2+hLgTi5qhEq4InXWKsWm6fxgaTU08zZcWzrrSxPMq0D88gAq21ISu8A6EQzfckQCeHXZmq+wM8EosYTrR4JcMFkeFxongMwU1L0Yvm+eiABEpSCJTMHuHgc7C21YZmsLcCgLJV1EaJI3wNN5o4bsri40hrjrOIEHNN3J6HZnBWqYbYJDOovVE53BRqBqgn2+CBMeeZ0kZGV+lBwZJ6Q1elrGuWFKbngUIFectKWDSxLjHHS9GbuTgFkluXkM57azj+h3Z9xNXkcJ31u6s9dooHO9yCLqqo0y4BgszK9AIaoDVfMHEmeoyZz/uAZ/YIfb4V0Lxwtv4Ma4WX0Soar42cwzR/5HeYZCA0H+IZFjOY/Etp+vr38n/9vUnoGW1UNZiSmxRfxmTHLwqTy0FQ2BlYLLFXHBqQY/fElYDpVgsysn95lrkB8Uo8xLyeW9awlAcyAUXe9kctD4BkD3OI+3yvK42cRku9bc2pgUW30QGZbqg9KpArWdA97Q5jhyyzMWYwoiWHL+URORTF0NWFLkHJrkFN1r0KVvqeaoSqZ1xMAOR1WgAxdI0KiAAUkvM7YwqzZF54n04UBqZ1cn/DVAKT/6QsQqfy1hC9UaMHVHz9EKLPavLgk2yGMLAIPfdQHVTLzwkCvya5mzPXxESrLgCIgeiFObsJZqU0pE1BGeVAvszIyN5Vnxh+eMAT97eSoMX/cNIOmXFVI9ZyC5BLwNqTip8/8envrox/Q/rA9/+hvt2cf/f325NlfUTfCXFM7OkN9jp4xTD42o4JS8JQPERLTc/urzElzS+ZksVCDa21IlTCUpXcZdXKKRuAhjDkIqzdK0dEQmZBVYctMTKVR3aYCE4h8P8LZlRoWQBW6+Ds1zYGnVaCmDzSEpfTUjhponBCXWZXCk6byoDiBxxKJoUu/o5lHWQxV+EGVqJabsMVvH6iSxpdpNlyl/iMwbSN81Xx04DGFx//0KAGQhfGDxkCrQqgIarRAjQIOPihqpCcCoCWTupbM1VkKk+CgPEsUZ0HNJ4VHe/anoTTxPMIFAIKzBiIzrrUp9gOzMjIqUvUNmdX6IeaYtHxjofDRB9tD/MwhimOVef1IE8zrgEjDbM1nbS3nIZkZ4Bw9/UvUCYV6FjNOSr+k3pOiYQNKfMzVyePEcFJVogplLjPqj79YPSwV8iQ77SPhDiXRjM9RESvTfUbfbSMyrFItjhU03z8qhvl3mZAVc53QxW9mpth8nyod+BoVymwLgFQclUifE69jGFV16KM++hwvKlQlnkdwWLf6LDjeVp2w1SpQc1dHfCPL+h5a+R+X9T7CRb2KCzZhTC9k3UflSTER5bWIiIm+Cl1J45sxMsbori0aeBaGMo0zoWcZA82PgIle2gxNqI0wpQFSpe32QgQkAQxomCy2tCVkqUZkRBhnU3czt3XS8tq2IsysMdFr9xOqDsnSkupTlT4EouOn/7A9YdLYybO/BZDf0D5AYf5A/3vab1nG9wCO6nOYehAGGjBXFBTXpvLWfNL0HyyrOpw0T3BgAaKAEs8iPA0MCT9C43xptwmRTxYjYXDKBmFsSGjTIFv7idrkNR7rcEi9j0ZdOA1VToJbAIiKMzN0qjbNelWcgcd9Vp9b82zfKI8KZDEx97cFIP2Q4axAUoWmSddZjwoJFC0qZDW/4CmANNJlps3AcutQvBBqBDxtAfFxCq8HUpUEiWEpZy9mtD51IBSEwqEhrGDih1ZxAo5wcLLbRrq+0iNhpNeEqrXw0K/SOGmm8GnsCziGLAp8KI/meY3pXpu2U0DUWG+s7wQujTXvFaXiWIuMpN4b2voeGRmV2RU/3tKGf1onS3uX19PwPpYADk3pUSSr0KkFxft41QtO9WZlpudrYJrftxwgAMLFCQ8I/AauJ3sSPkMUIZ0scsrQgsMdwtNniMJ5Q06Mn9EeK5XvZ/iqvsKg7y1Q/Ma2QNuCW+Y+fsiw+0QIK4gaRcqwBcAEoILIUJZCouCgQs7cLIDssQEBB5icW+UyKiM81VQcQlyTiflAijLUbQ0IYEzbMy7mLAkKiRnQbga1rzwQdSDD1RLfo5FeGr4StlQcG+FI1SEsrVi3XyRsET4AaZWQ1oS2J3yQocu2xgsJSYARFsMXLXUfQtJhICEEWQdy2TCVHuhQqiUKNffK4wep5+LomYzrDocgw8R378L0XnDv6phj7p226tjRnMFHvU8pkdDYUDtSbk/iCqUQIMOItaBSEpYbkAShxsm4N41Zho64DxgE9QbETDSLifYhU4y1Na9vjbMKl9aoU4VQ4WzUSiWMsvkd+a4pHgpQQaQi6YeqCk1Ia8Gy+hxFYlsAKngMbdaHMqTRABWYhEc14vdyum+BxG/ZQoU3iifSSBu+mozM8bBMxLcKLTzWgaI+lmwcxgAkp3poopeY1JXwkD4bxlYtLAlnbAegVcITy40HCjwAYw1nk17FaRqKs0FBVJ0NirNp1wGiYAIclw0zqI/bDoHqkKLiodVmQtCGIuBGBSEVtwbkAOKUYYMpcd4fqSqw/tiqA/flU32d+ONmzIgflVH9jKLzw685aRnGyDgZykNqb+HQecoZ8wIU4cpwg+NZqNMq8NBHiYCK7VaUhUj16ZOFeQdFqRff01AlRIbGK2gaKN1ncdH9hDIr5pX58f2F6E8MfwtNhbF2MFVlygi8gAUg/lbC15xmIlIK1MCkEhna3E5Ia1VJ5cngqipkRRoPlCENVUhjjR9yeo0QjZxqk0xMJSKkUUDMKL3jYFGjFiIBwkSvAEeA1g6ICgnArFAaFcbwtSZ0Vcji5KIsG5VFMDTKmGmX9TibQON+jnc/YWkjJGzX3wjWxmqyLZC5z2NVpyf2CZAgPfg9HgcvpP/R51BpPmTgU9N88dFfbx/853/dPvyLP2zv/+d/3j74i3/Z3vlPv8n20+d+yjGCQ+OEBgiB4SSuUJ0AIzgAYu2nXY8SqQ4JQYYhDbEnX19DJVoVcuoqJnrM/GbBqYq1rxFI38vXldpYaQ5kUSRBA5irEMZxAFRKZA9gwC1gVYLgPVifW41PTYvXcsFElVRYwpnNsbA2lKVXmSiPCJXwzNJUHxsj96p5xsMASv8DSGa+TxYQnW4sRN4WlJQ+EDGUAUBDlGjI2FiKig5lLBkRN4StuN99RRXYMLYWnEDEyTVUYYpVpgKJq5FiYRRHTyRceBc9T7YJhMZY0AIQIERpWA9EgiSATWO5whaDqGRnGxsZliHt6OHvSdf/bXvrz/99e+tj1Hg+8kfW/6/t6Uf+jf7/2d7+T/++vfjIB9tzsrWzZ/+F/f+cdvrc7wAOr/XIsTI+nzsifM9j0vxDxq42Ko1ACQ+tFKeWAxRqs3ZkHRgcXc8xVJfHF1x5AkQY8z4uQdsEQkFsWymY8GrQVxjxqGBCaL1nAOXzazvQqE5RKFWqBakAcgjHarVpvsMdC1TI2pcwuawyza2Zob4JgSwHKpWKqrQKFX8EVAWWlgCYVKeEssZoq1Aaa2AaU0yMEllg1FQLEOEs8GimU5F2PAyA1oSqtRkWtyCvmM+8BhwBWuMp9D1rQ5rrAYhlTOwK5Vm3ytTAs7EXGPqEqMAjJIAhQFEhFYmwF6DYp+pEeXgNinMEPGZhh6ThDrqa4p8Cwvkz/0T/8+0xIBxiRC00aqRXmGjL93kShuM/1I0sGSx5n5UhkP0rhjQc1thonFHJw4DBRSFAUQxPZLUCytdxQixQkgUtcz8X4YIpHbnZzzQeiEZM4pp5E2K8iGHDMSq9yHd5vbUkZjWQZS3vMU+oUUHVJlDyeVEv1S4GX0hUJy5mq+fAsgwk/D2qTbxRfaeFoBCu50xxaSeWGdJ9gonjh1El9ye8CVCNj5UiGdYI91Ej/JHhrIHG++qTkSWVZ4go8FQoG13NZVeRmowMFRoWQPzI+hwB0jAHHH5QajqBhj6hDBVap6lELqs69PqgtMbTBBZVR1BsnHR624ZU/fF21wWFYznBh3iUQ6rA5X/4PoIHCMcY7BNqRMeMvB9bIyLTWhPiMviK3AtIFISTvo5p5rt7dbu9SeU1z/qeNUXCTU6moY1jUA29Tww2febycNyEiWPDM+7GOGOildNxqUiPSOGd4uqjX0qBvpYhjBG1odE584KcG8RrxhQbBaiysRYUlUUFASiLlnw/IamhFhUFGFxXXehN9RdcJIEFiAOMvRdIFAY1QWFcnzVzrryQVJpqLBPaMvmvUZ6ZQx80J/mZmZmlTVUda0GZWkxSov+xsGhVOgOrjsizHgXSBxnC+A0MZc2coGsrvM+KlF3Fsf6zUpFUmSvl4UQ3wGiY42+iOqU2CVXNesJYG5oCjsojQIKierjcqpB1H9JvVUcg6I9IwY848WuyrxWxf8XVZ1vyw67IqhxCWQqro/iGIWT8CKAOKTAeU4w8JpVPbYhi4iHFRguO8U2GMPzHBkhUIsNOtXfZj19iFmFgClw1HaPClpC5LmgM3zAfqP3nut6/pae5CoFWnwlbLcylMHx3/VPCkwbaZQChTzgyJCUs2TfwqHxNqIryoDgqS6supT6qkJDogRofFFAEStUBrjTuc1OJApqAGb4cYHWUHmXKbVYqjxCRzWqiY6b1QKiQzxPKqHwZaYczMlNRD5RUnjrQiprPhlt0KmRxFcY4c3IMWwlV9PigwCNAV55HEDj5McucsCZEJYxlOydPWFQVjom6WDgMYJxEe8y0mdeRvQAFJpXI0Max/JhLfsAlg5srQsnSq5If2qJjG6JM01U20/6NoS/N9xMWIHXdk0hocH2DF9kkfP0EyASH4zDm8T6oUhtu7E3LDXXWjVwPQNzo539q9l4x/c0KICwJ2DTb9lGg+BreT0/DMdU4BiWKwqBGC9L1akJSy/EyWQYSw5Vh6SpsqTpAEX+jt9FAGzaFw/W2sU76ruq4bU6rjKxS+WmyMOpAhrDAo/IIDWobz1NZ15BakP7HetAwA6rUhlAfa0L6n4HTOQ6FA9+TFl8DTECi6giL4Bx61Ud9ODbhiu16HVptFyRBMVSxLybZHogSplwu9WmPi8FGeVQclamORRF8vUVGhywCCifYYzDBG6A4VKXwS1kPEM1+1U3z7TaODygqECd/jc/YxOcAJUC4fKiyoD6zeyQPvjewVMovMJx01ktFUB+ViWEO7zrNPetA5HSONeGugCFcoBpLpoMsmBriLdXzu0z65+7WhCJhyT77tnFhNNVpIZpzgei50rtOhtX6nUxrNWQ1IF2pDuAIVCBK+GI50ACP01+sjwUkvFr6Ms6Gr9SGuJnTSWblhYAJ8zyO9xEkGuBchS/NM1NqB00GVgOqpPFr0nUVRpAqy+Lqp7JcisMJCED8wGRVhzy8ICfYND6pvNsFQ3BYTpbVgBMV4mQLkWl5A1OGKxLOMM2ozzGgCIRNQNaozJI4v+LKSzz3Dzee84Mu2ZZ5Qk3YO0JdCiTNN68nnB1ZlY7yCBHKgRIYpgx5hrBDwpXLSz7buzQ2DFFsOMYZi5WNuawSEZLSmtDCyZswfOGtxqbx3oYT40ydqg1NlZaXKpXiqD4qEu+hLwIY1anMMvvwbA78JnwZupKmV6qekEXYLgVyn0pEM+NqUvgsJ4QZpghJSekFSnAMVxYXK+vS/xiy8njkAKSJtjCL9zFsWQ+KCtGbwsf3MBuRsFWtVR5rQI7GW0hkMHUDQBtVSICoA224SfCQ4Yhq+AuXCUFHAHGksQUcw1WbVSV0uR14/rS5TYX5GRBx8tKALUrUZlwAxGDpCfOhndt8ytjWiXUe/IZtzY+9Zixpw7SNNSfB0LM2tPFeKpGq4ftWmAIgoDjE7xxFeVQbVcUw8i7bAMn3xC85W3GDepTqCAthyJaw8zgkxbswNcP0PeZZcLjbYcC9ZkMKikPmBTmkofIIUcDgewaUqAvLCbvsM1xFYQg7GTDlogDKBQOmmXVJmJ4zaGoBNBPI7A1Xhqd2G7DUuqGr8T6pBTXLudDc5+uARVUSJE2zMAHOrDHQqk6UJ54HgNobOe2d0mEoS9hSeYTI2o9zox2NpyJtNZp75q8dUtM5ZG7z0W0GJpkEdsTyoenuXUa379GoJh8xdnXEtiNBwp8ckWIfM5KeIQiNMOtuT+2mGZZw37H+JurC++FzNMnHWee1vP6YNP2EOytOGTQ9ZYD07Ll/3Z4/S13n2X/enj/3AftI459Rpd7bnnBXxbEqYhhrQpmZ2BofUqGL7YKDoqlACVtZBzJCkKP0FvZ8vaa5FElVaprzm1EovVC8Ea8Rvg3rac84dYUfkMFUb1YcchdrpeuCAxwqi2HKsJXQVcvLrBNqBIhlw9uCcOWxAS8Zl9uAo4Gs/FCtB7KApgKVEgtYha4CR49jNjbnzpXc8hPQBNDjBEqFMkPTG6FUjYEWrGRlKJHPHXhcA1KNhKpVoqoDXd3mQx3I+dDe3gNAnFxU54h5zAEIxTliLvMR4ASkq2WVCCiEhyzomHqNYAnJMQOkJ7QjJn65/QRITL+PG2OcY0jDTwgxJ+w/RgVOyJhOzZ6Y43xCwS9KRCZ1wrZTVCnHUH0+Ya6PIJ09Z02Iz2JqRybWA4/h6ojqtPWhI0Oh84LYXxDphzwWtWFfpo8IiJ4oTYVCdQljrhvuhC7pvUqXMKbhRf1IvfVF01tciRQRfUrYmBsLW+NtmGq9kE8OEailnsisqwlbDsu0qXzUKPuAQoUSjPgbTrAqFFCAKvWedt/j0JXwFrUpgJwLbWp+9aRWK8uc/PwrA0DwoZo1hdVUneMykKqBJozxnEXB8X9q+CjCpO+8NopE/edxEVEVcjTegVUaE8r6joUFHlRIeKI6dzl5KE8BxIlVhWxCg+EUFltgynLtOwGEwPCQcBQwBEhAOIlWlaNAbAswAPbgt1GlE06usByZggsYABzjbY4EibBm/SchjuGMkwxp1HHHwCNMxyjLEYojQFEgDbllAYYevGIr60JxCE8BxR44VKUojCoTgITGbYY5Qh8tUDRZlXWkCQOnPsZlCETeNux+1UnP1KbrK8Eg81o1EMU0C0kUCLjs0zjOuk+aIe4xSJmRCFAtSHUjoQpTpllVSUsNqAqF8TLtAzUJQz5t3gdl+tzDjGfpaWKQDVEFSJlmbvbE+7Qt4Fj7yTECZCbWeiF9UAHkP2CJAh0zlzhh6g4gJGwJkI3tTX8CPCdMf6htLBN+TlCbE9WHpqpkP8/uEaQTfQ0APNmiKISsM/2OJ54THkUCGpWqsjWUAr/ilA0noLXG23AnUCdUpI8JNab8J84F4uTHDxmGDI2ozREzC49pdScrcLLtMDMWWdZfGQozAY31Z1Qte7Y1y0fchZrhCaA0O7NMEPVAUSYUCc3CHFBVheJVPNEoRZlYTzChSaAS0lQg4LBZkrB3rCvQCIxgsQ1zbLmi1oEq1edSpxjmmGcAioFGFQlVydIYCLciPUtxkSwRoOpfRlmd54mzjUGOAqFC7f/JCFAWClUcnoJSQxccz7Okq/7DsQBnBbrS+PJDQ25EDEAUEQd5hiIKdCRAdzjhqMzJPQYteQKY/Qn9KdAYmrINxThlotdVe8i6sASaAue0AUiV0SOlCV9gIgQ9YozqgZPEfhePc85EsTNU5ewZlInwsmF4YkOtaMMVfIhZjrcigzLN970CZhvuuPlQmOKrDGM0w+KxRtxjgOQUcNzulFfhCUwx2ACm6vC+qWSbgfF5GfYAnClK41CFD3yaUGWenDFtg4qzprmeUUiFOgbaUPb6VfOed585ZCq+wnwnKwOaJWq0ugKqzbwc5hAuQlsLVANTVaDZ14awZF2uA44+hyfWpgqtkSZ8zQHHZxHYlqjTgu1LG6+3pQrNQKqVZ5vDF+1QxVilQZkCUQqHrBOqxsATmACsqtHUiVC1IXdo+D80Ug8ijF07JmSd3C1gTu4xad12H2ObBkwPWKedAtBZeo4FLEE6ue9+WnoVCcAIYWcMOZziZ04ZgnBdgM44uScu058xq7DaB9uLZ/9Qg6Goi2NeZ+nf5/Xcd446FVzCgRcynKkyhDgNuCGs/JNhDmDjhwCIAdNSG5WuVOcIlVKdDumrabrNzqxQN42wZmjbUPPZPGSi/kOHPszWXPfuEUr4qg/3svtAUAuUZnaBkVDmSHwyO4uLhrEUGe2b0gDb1qTtK5pqtHIoxhH4jLYLUsGUcTDCb8y0ygQEWdYcu5yGWW+ytAppAObt36qSUJF9eRv6nPR9noFTDTT+Kum83oeReca92jbFK00abxSg4ocaTwREPueyBlS5uIBoKEQ8kPPayR0AUIEw0SeEsMAEEKc2QphKVAAB1cMPaPbA9JARcFXIZZSloAEe5jWfByDgecQ+QtYZ4Jw/Istie9a5PfmMMKcpPgWMYzyS411nZGTnAHXxHAAmrf8dgPHeTF9Vqc6fFTL2uc7yabI0oRMsFYdm1hZvpCqpQE3YsidcVZhTjWq/UFVYY51QdgR8ThfRnNcwRwMcajfz9mZH4jXRPOFsjYLEkBMWPbs7AAAfPklEQVSy4p3ip1zWkNNbRkivwgFPShDAFGiehAeIhEewUCOXE+YIZbmDxX0O5ThJLo0hHW5MqPnovNbjCGU+0CLz052nHqVSrVQg4OG2qZn/lA+ovGmhfSpclvFOkwAEMJjqCetjwxn/4XC0wTPZEs70Qi08AEQYu3ZyDyBQnRaWM8BRaewNYdWe2KYSAdEZMJ0LDiCdMn9ZiC49sfQqj9D4WkE5FyTauXBxzDkp+4UQCQkqcxqzLQQCRkrPvlOXUSqPPaOdC6KvfdZjGqhYPmFZk13AmfYbwlQhVQkwCV/Vs/6MoUyvZNZmrQlgVCTg0oC3cHmvvQAVWMBm+AM+HzXjY2l8TN6YCWWOr6VI6fBIA8/GTO7Jpk9rIHJ4pmpZgKX6GDbTF1Qrx/qakKYKCYbFU0NXwpe9BroNW8yeMJRlPb3qU2FuYVrPALk3jM6sSFN1nlFIrGUKiGZfqkwMNJPL8ESTVKKBCRM+Bp5qhC4VyPClEXc8zMFUzLnzgq4dq0B4nlNC2eldTj7h7JT1M6A6J0yd4WHOCE3nDwDG+TkA0/bCEzhQofNH/8zJpnFCLzjxF6pJgPkAsACGfRfUeC6p8dx67o+oDHBY7+G2nBMyqqiKfsgQBxDnzwqOYBDmMudHeP5le8l9YWeA4DGnaS4bFm2EyvS8z7OsCxtKdYaiRbEIj94adMZnnj6rWhEqVS/u5tCUnzTbTtwGfPooVcsakoOycx/ni8eZcEeGabx31Mbs37cMIEQCorcCylS5Xba5nW2CdRd1IlEocFh2HUXy7toApPoEHJVIdXG9AMoyfighzHAVoBr/gwLpfa6aPgnVWTLNRBArlBnaDGmokTA52cxaEIo0I5WfAdWUfmp4iyqpRIIkQA1EguSzhtLe3F47I0ydCYzKAzQ21egMeM4xw/ZRJBUnjRP/CEBo6X3EisA8+iMnn3u2hETleFo4/gAwTWPb5XPCg/8RsgDGBDAA0Vyb1Wm+yzcJiyEP9UKNLlCei4ABhLz+kiLj+XN8N/fRnwtLQhx/w3O81m1AYGgTpNPsdx1w2Hb6JwDVtkDDfieiVWuMNwAtvfWZp5hppieoj0MaE2YnTunnbD/EN0W1VDUUx+YY3CFA2cqwtyDRqzyEK8GpZUFhDpG+iBD2ZFOBKkTRO+EvamS4Up2AC8/jHK2Es9w5g4qhUkvqSYvMaGDIxod+8X/WNNvz9AKlOgkZRjwNqHwAKm1ifYjReZsqNAGgMaGrvI8hjIcxqEB6oFOyr4Qr4bmLatzn5DCV9EzFeQAED22owKN/odX6BaAIwKUgPcP2Z/4VUFAHemG6VG2edhvA0Fx3/63n/m17OwD8bnvrI7+n/cv23v/0wfb2R39D+9327p//YXv7Y9w8iGrc4rk/F/QXzC4MDMB0AVQXwON2leQcf+Q2vZFqk3XU5jyKo9LU9lIhJqYJnQ2gPObU4iTqI2gq0smzqJk96yeAk0Z6f/rMz9hHWn/XDAaAUJ/p+VuEv3c49l2O00cZ8vRVhsWmkdFVldysz2VViDJBFMlyhOuOE7It/khlQqUIZVElvc+TrYEpd6dgpIVIX7OgdLBmuGPFE0N8xlJmMfocAx98StY1Z8B0hvcptWFYA8WZqjat92kVh3+bNRUcwpmqM0kYszeMAZD/JCfwGMJoeqCoj/CoQGReZ/dZTrgqxblg+eIhUGiC8UYFTynQBSrj+iW+RUWy3Xr2X7e3hIp9l1EZwxZwCVIDk4qSija1pqov6aOYpvosU1bjj3gvlwHsgnaJqlwCnsDlxONvhOLyOYESIhrLDn/YLjje/d7BeskdrC1gZxxrOIuPsoTAcacAdWrobJQq624zrCX95zuqXKjWiqq05lklKoB+ilqhVM6UtBG2VJ7MMFCB9Fdus7gJGAlj6QGEMBZwnGiXmQyoUuY74ZlQpjXgOCdKlSm1Icy5LESAs1KB+D8kuZXcuT8sL4kkq7t/BBjgIVWfMf95EROtypiFNaHLsOV6FKeAMoQJTwASLEJXwlibjQFRq0Ijwxf/yScAnd8j3AgNZvr8PiGFFuVBfS70PPSXhKcLVOgSBSpQ3KbyCIlwCRHhS2ie+SONZZToFr3h7FKoBICTdu5xz/0ck/0uy1zxXLFJ2SlInnOiLjl5AlMZG68h7AmPsFgaOKP+c4HaCIxqdM6xWee9BSfhK5CYSb3XKI7bVSxaPJBhDyiuhkpQnWRuhi0VCOONmqhAx9SUTsjsTp9lmqwPXfAp9wDkP/tVeQoyszpNuWUBygUJX9aoKoQlnEV5CG0Y6lIeAIvqNMAQ0jZA42wE74NLa7zQivBm6EqLWSbckYX5sIr4IAECinge1GbB3Sua6IU+KI8jJBtDqeY0szGPS9jif61qqvM0Op7XPfWZ3YYtDbUqFP+jB7IGZNNECw8hjPDlrMRr56iOAJ2jQOcoTHrWL9yWdSFCETDMAQo1KtUxZLEsQCjOLWAq5SFMRXH+GDUKQAlhHodyCBuKkTDXKpPeKArlMQCNbzojdFyoRnoqYLl87lesoyqEPn1QNZazXvBcYrYvMNnnbvuIoezX9G5jOdv5Gz9i+DKUASP7zwxhwHQmJAllhjMLkXoheqB12TE2vdAMz7PgAQpLhiPa7ZmGayiiQp7qOaoTkDJGpzoJFZnefX1Ro0io0qEqJFhRo/JGZaorhK31MKhSZmfqjeJ19ElVIFyQccU0ozKm7Znyqrl2u9mY6XtSeCERGg0zyzHNFcZKeSgyNml8MjGKi8nEAMhqtACNNdEJYUAEQPqfIf8S/Nr5Pa5iQtj5fU6cngf/c9E2syuMbeDR97RZ2P9f1Zktt3FdUTT/F5MUiYkkCALoCbRGUj+TPPg5qVTFlZRj2ZnekrjsxLEly5XfYdbapxuyH2410GhApHpx733Ovd3AznZko1IjAEs24v1ambZm5RQ1UpF4LkBRJECgYtppQfZtmM7YqDxjWL7lZKlCqszW46NafL6hG7XZc9VFgcPna12qUABSkYBSNUJ9diodzzPGSqxsq/JPgAk8ZV1VsWlTKg1XzTIBeuFXHGABM/6ac/cQthdcmza7ZQDRgtu/zLmtrzfPuiAPOQzaFyw0u2RJR9oDZJ7rIzCVc2JlZJ7YFCW8UzFmnmVnNVbbKUTHvqJCWhkwYVuCsWT2wPsupYS38hIggcngOVZVijRaVSzLSgt4UmmhpGO1JUyVh7Qvw7P25SALcWvmqM8KkFZWYSwww75O+drLE+bCTvi2HzKQ9oVlaGHAlAyULAQMqlN6QvzHx8I4KSjRbSowoeM/nTJ/RxW1s88TWLQtTqYQxcJ4jccJ1L4epfE1VOcV2UY1AgwrqwTkl2YelEhYAEmYpgy0fwVUjB1jH3B4D8qidQWoUY3KxlQYQNS6Ymk+BlArsqgP4KI8AVZlTAmPdWFfm+d/YXyJPX3BeMPjL3idk33gPxlAzlnOOuNix/XTN4RrjuP4HMtxN1yPZrgu+zIHoUYJ0FqXlsY0Ddtr4HHSOBWauaivTBSwrNBQn8pBlvNmHzNPleMLSvG5neb0elAbg3QUR5uyVHcL3MeSXfXheDLPLAqkCtU49665QFOD3w94HE+uapyxTQnvjeJRoJMlzUQVCIB+KUBb4IkCuY1tAY125ew5t3i5VYFoHlqNaV15DcXZqwpWRjYQMzzhDm1ohMcSHiXx2D2Nwa09HhRnw7qgDWW7DUS71RsUzabkzv4Pzxsqqz3XcKlQKeFVGufP/LzkIWH7AI5KU6rDz6nyJA8JDJ8XeEpp0snWssZeUJQoFua+sjFBKkuzKVl2pipFmZjPCkBA9ISbmRuOnWKpjrdbKjF+5jQkqcQyjWIusjIzF8XC3HIrGZYG3zBFcu3c3wRPlAml6oDJfWyv8rp9ojFEU22tLNGpvMq+mHMjA83HsTD7UKqrQjWsvoSl4BGiggd1OuYeYEGREpwNzynbzTxC4yjlOVn+1L5YF+2Csi3KowJVDuI/n6prb9nuSUYqbynr9+Ye9yVUc7LynGN5vtPmko9QASBIk9Gt/aGokBCZcb4mG1GyoxIdJXsLIA2ZxhLesn2vGmBvUSSeqwy1H/hSrqN0WlMqrgIm+xOmAXAK0Zbzhukcy5b8Uw1F9jvPxmeXZZl/+P1GgAIL/6ZTIelca7GW8uNzQ/TqwF8rFxTO6P+YhQzEN8zerx25usMQ/VceMxdn7nEimFUCV/yxTA1FIaoy+1P+gLA7ej+Z4uixsI4yHmC0spTyqhDh2UnfORc55DL0XGbl/QpQJC0t1RgBO9mHsC1IqlPC8ghPLGxSHazMrnRykBChTgHpg5V9AMn8M2WgCaTRvlCgjxgVolOBoS6xLqorJiq3rD60tDcPaWMFEBChEDszUCovLCX9IPbb1GP6QqC0rspBwINltQBktZbKjP5Qw8rDWz/j2XtgMnSPDUhPvtMWvh+12RmutauEaEDKFnXSqgKVoKCCgJFKDEu0VP+gOsJiJhIcPjtgChTHZZ8qxe8KRG61vGoyMif40jzEQIXWfP4adVwxeVrX6JN5qMI8sddUadX/oWJDfQokArKL6pjSUXmup8prqKBcl3drZVRefEb1gcZ+kOvLOS55yEvHzT6s1TLTLNNVRl1oGNbsu4/tQJuNKOmpuo7VVwBCjVCf2VGBVB/zT42LGxqHuUc4cLnPPhDDDHRGBtK+zvgKrVOHGWiFKqlISyqx5CAzEFMXWlhUaMpCgGT/RzWyN6TypIxHafYM9ydAa1eBiRMyztDH2sZOc/WCCq6tE6qCaSnO7Lx2tlW9xqzUmIEC0L9QLCAUEG3LzxIQejXaWb3G68fAzGuc+ITnbPlZjxChWoCxDySTjZl3DMxuCx6nRuwFmZ2yBMTejmU983RWT852Z1EVa4U/umZBlVcoeMUCC69cBnGJUqg8zszbRMyqTKqrwJMgbcPQAUBubRzm6pWqwBKgUZ8rVEjr8rl3h1NhVpTwK+bHolKW7mYhO9JAkzFBk+xTJbpqlCxEh7lKdhVHeKYBKOSeQEOonqYtKjxbtqs6dp8Nz1qZ8KhANY2RLXaW2XjnwGwmJgtZymfw16/ScGnPcsM2XWiUwxyjKqWU9xhOFvvMQlty0u6ZpT0KwXBKo0VJWpSkxb4a/8L5q/Rzm7xON5qTluPNNhn2iHzPqDYA5cnfc7JjZ0Cz16o48VVt8e9GWfi5o0j8LGMGyrIQXptgypRH8pBKAzgG6gwhMjyjQgZsHm9oIWzpPm8MxFy1cT38DhVhDfSey3m4vd3p5a/ph3zCyfwNUPyeuTyrLidjUSuBQXGsvqJMYyV2nWYj8BioBQmVSRlv7kmIdmpD6zI8O8rGJri8AthLyu3/WJEtYmVugSk2htrw2AC9MB+lNwRQZh9VaITnHMua2f9BcWpQcWphYxOxOtGGaUBCiZxIPSMLndEHcny05D5JM2xsztonQ/Sm5T/NuS8mVTcs53BCdceXmAjFnt7GjgzUGJo58bcsrFetDM2lSmVvKlIjPIxqJmI92hZTG+2L7x+7l+/IPFgZJ7/Fvtp7BjYkPB33OdyRM1wa0o6d6synHW2N43ifo5kgmSwLIAokIQAsVSnQmJfcJ2DA5XE8Livjd0VpAp5ZSdUxCwUuwjI9HwP1VlXKdIYNQdb9sC76gruxnvBNhSerXzE+wTq4DzTBWiimPk8qLqsslOvGWX9BYhRYQJOyvuBRiY6XfOcCTCFhPRJVlwvrctMKoKl+EJ3pKJBbBjaWm2HYYERxFlRhAqQqfbAyw7QqZBYaYaL6mgsTyhOA8ni0sDUgXTu0Mqc0mLW3lI+NlYWdLFnaQQ/olCbiqRnIhuEt4GyZE9tbkpOHdjQOY1PpRpNdRgtrqMSaMUyX+ngsJ9h8Y98necjnAJaMBGBRK+yDam77sVMc3zOYJ1OpPJ4mZACx9EeFmiiWKqQa8TkCwdhnAHXszefColI5AMwwTUl/fE4eSqXmMfmMERoeV5gGEoN7YDJMC46ZRwWiO46NqUTVrQYC7GnJ1xc84bsxzvgW5zPuVrbi4sE1N2twNeWa8vyGrdA4rMDWFCIqTyozgApMLt8l9+TyJrcMm4dZiYlt5X4DwBPlCTyC5H6Oc5t+EKCx5idqBDTL2JkgYWuAFJhSiQETnej63pNSntkGoAzOUSHBESYG8FzQBzrnO0ieZE7Mx3Sm+Vak6gcJ0GhllPKnlvOL31qFoUCdFka1ZcVFQ3FqJO5VFuFhuxce+j8ttrVnX4sq+bw60NqbcHGsg2MauswtJ7UhS2ypQrSlLkMlYfJU+wI0VaUDJsv/hh5QS/8nauVjhvNfLd3kfBb21viZEzSBQ3UqqxKYVHF5nZ9ZoKjC0m8KXBz3asxLKhTwlB0WSGV7gKYq8fNtUKWEckM773faYkHzcMFVoi4VtUvt6y4rccqjOtdjfkqGEiAnVlUgtsCiMrkNQF61i1UJj3amGlmJ1RCcsR/ExZ11QwusTRUaK7HaYmNRo9p6nyfvtLKwN+SwP8Q3G5WN0RwlRNsLmglN1IfnNhgFSLAM1QZpwYkKVUMxEJGF0pEm/xikT9n+Yov62ETcWWmpJqhPDU6A4FiFMT/WoB5CI0AN6tKiOO0zpitQFKchrMYa56moPGwitqhMh111yULfAcC7x/7h7eNw/91jz/19GpuLAUhrs6z/N8cLDZBidx3VV6ftjfucE2sBKJUYJ1SIbA3YjS7VEZYaQra3l8TzJuCM72P/MXyrPBnanWpk/tH2/C4Ov/LB/3zzhKUxwxPnHBPLOGaMOaX83E51mnXkCSudWMUf0rtJf8jLjvisUiNsLmpE1RaAKkw7H1aXfTPVAURT/6cuIec1ARuhiiqpPGSegsdA7c8oNNjVCI99oIXLNgjRC0O2ty4c74EpTL5+MX1LE18tcb6mGottCQ4WdsVlQnxHW0GjhTFWDnLRily0IExPABUk2E9gERiUYBrAsKNK22FlbdQHRYgSkWHIOx0QNQRsIRGqhszTMYveaUP8Ve4I3C75aIGliXLxnHJ/G1UiX/keIGppNhYoAjRBY07ysa+pQBNQvGdUIsEJSHkuLLwGeM6XVcmP2gWqykceH9VhPiyZiDCtIlW3mscAVRXbn6n+3pDNPgeoN1jel4y/MfiOsud/QnHY0qXePPsMpWK45fvKNk/ZPv18tDIzEH0krcxLkFQir6XzwkuyzxpYvGI3l35jYanABMWZeba5H4H3HnB4d5TYl49RpjFMF0RY2Jh9okTOyju0smQjJl7NRVZkfO9aDZXGEh6LUm2iOJTslu1j5rECqzJegAQH9UFxzqzEsK6TOVeoOBfWqC4A0wJQmy1//UDSkV1awnJHGO4Fg6zSYzM9z7unPv/v40AeaT/mRGtXAvX87WOv0rxky4nsX3HM6x8eDyjP3cN/Hg/cJHx4cD+fec/ncUJbg7RKFUCEZHzsMdhXKdE3HPsNj90nUFgooxuHcDlvVrAJTx0T0DxeJeLYCaZSJWHR+sxPKJcBPOMDfJk/43fMUlr+IKa12V74WI/rNa0vqyIN4K7T1troUNuQdMluLgZgKyRCs6aUX2tnGYDl5d4J1BM4LDQDlIADHJdYlrcTTIdaJURxtDTvIld3VUGVjrfnQW1YLLYi+3j5+ZzvvS31oU90A0Aoz7F56BSGC8YIyT8fP92HhQHQOcqj+jwRJEp7QUqIbgGoPXCiUJkaPP4YFWEJh3DsVR+eNzxvnr4FKl7DurSvHqXpWMejnXUs47Da6lGg9gVW9ep9jZc/cvIdQPXiBwB4i0KxDWxABGRC47bX3mgsuu0cvub+DAHi3/upKql0wpKMVFvVp2O4rxatqV4CVwoVWxOa5CYAckveSYXmNhC5RZlsMBKsXdCWLVVZlqCwvXVCGFi2QDPNp9lJvyULeaGAr2947FUjk52tuTrjJvCYgwocFeia+wqUEmFjowJdG6xRoktC84etIKFAALVCZbyz3Ap1WbpsA4u6JJtdemmQakPGUb1mfIlgMg95Z07WmZuBKOHNPTMqsRnlu+H5wi1LOC4o389RIsE6d1FZcs+oQEd4VCP6Q4boDtXphQdYOu0I5elVH/Z3hmVGh9V05h/2ByzhMeM8fxcb654Jx3sgMdsQqJ9z/0LXBfF5Vdpz8lAzc5I9JPtJriFqWSfUsT66J+d0qFjsz9IftXN/lC2KVFY2AWQ2EpJSIMExbLtPyFBD1K1lMZmju3e/jzmeKRQDdUOwbgGkYcS2XrEOCStr6AsliGc/lpZ2gYAACqV9slJKfIAiUG8nUIDIhfwbmqOT2rjNBQPaF/0vlWeDjW147tW4N4Rp93tR5RqIaqBKAORtcxzX2To3Ng5VCICuGqyOLCREKeftQnPjhEvv7dR9Tf4hG1mF8aV8S7JcbuPMV5bOqbzmVGFu7QVVeAYeKi8BOpbw2Nh5qi/uITQqTyzsqDzjjPwcC2vv+M8+cLIOnEwfC45QkVkESDvryTETRI2wAUn/HKVAAbS0QZiEihM7EF4HbKnnr7FD9jMApqNMb/kP7jgBA3/1PcrRc6zwxNKwqAGVyD5CtfbWsS+vAUAPHIPHxMa0QPZhiT2AaGvC4zFmqKN1qTyAJjTJUViZgd3Kr8G+knc4+Xt6RGkFmJf42WoOzpzkGiS32pJKVGoTReJKDW3KK0tuVSRf5/fdAMYtgAiK1/5vo0jkIS61rn1aGsAxqZyLJXMPAR8zmMAWpNzxRHjMRuYhwLnK/ZrqsZamCl1GhYTlM9oBfE8JKrRAaZaE+QUqNDcwW2kBjaE55TvZZ0alZdWlEqWJSLVVqoPyxM5UHm2MYXCmeVgAkYEs4QnRqk8sTFhUnYH+Tkel5ejHDKTq9CNEqk8yEPsESGAGIDpgTQdCsFZWViVYZB8UZEA9DtjP3f0/UZd/8Pjbx7vXvIc7rR4evmXLSD5ynxmJnwMYBvORQAiXtsaxboeHGj2NyBzzAMgOIcqwsgNS34vadAGM3+vhq/E5+4Qoa7CZyCVM1wCaKJJguWiNMUIV0FCsPZOpKfljeaqT8AiRYBVcyUE818bsAdWqAyzseGMJ1EZIeC3Ko/pw4teU79e5/xLwpOrSqgzMANM4tKdSnwkeg3EUiLCshS3JOgtUZsXaoCXTGi75WFAZOhemdc2wqZnTF47YlNCU0hQ8rn0m4yQTCQzwCA7AJDxbui8YhOfTBQo0pxs9oxNt7umxr+Fn8LiPkwUkB8r0A0AcXrwDiPePd9jUge7y4dU7hs+BSYUyVBumtacxkCecA1vLZ3SM5KL7/7H9gcH7738EIMb9e7aE7dfvCNscZ7nvNtD4nH8faA5s0wYINEIlPCNAwNk/oH7A4vECpX0JX+cIYPycsTVtD7B4bOUmaHbEKzNpcwz7VChVFq3ZtIydYXmo0J7horgdDcdtshDQYGkqUtmUE6isKaKxuKHzrNpshAhwMoDoBnhugOeGIL2mlF/TC3LrOqErpjImkK7IQCpQ3THOcM2IApGBLOeBR8sSmrIrqi+UJxCpQrEs8w8j/Z9qGCb7ZO0P34mWzKP6qDpAw9LVM9b+TKMmUO39AA+2pfKccmuXLOfQwjpOeHIQ29iXKkRY7lGVgeAsSAOhd0j4RWHMPM/JPOxLgPZ1AvQBmAasKaqDktw5VBlAuCMcBwLu9awCDSjTQKAuNeI5EA3c+znwcPzhtfsExi2fz7YPXOxDiUqFfH1UH/6tnkov4Iz5qGyL3wk7NES3sTJAiYVVid+iNKrjsTmZxmMpkuuzG15zLk5wdlRVO0DZGaoTqH3uY/OQwfrvQORWS/MxQPE81hV4eH6EyNxDzjH/oEDrVGgE6qgRigRQ19iXY7KxgkeAqLDGoRJ5h10zUW7VbA8o9kXeYfqick9tE57JOkclSnAGGgMz4BQ8AoTqkHeeZALVhmE1Dc+ytYRnOeucu9WqQNrVwNzXYO4Bpt7HlulY2n5Qibj0JiokRPxVE4YH+jqDlVcCtnlHGyTo+j5gspyvgK2dWY0Bhiqjdak8DygXENzdq0IMGosFipDx7wBWLAvohrwmKAzeo+UJ2cHXApjQ8DOqTq8Fj/e/dh+/DyD1qInbCuBfBaYAxT7zUQ8wvWBpbYD1obdUeSj5CMhsNApOASRETrg6Sn3cf0tINv9UBkJ1CMk3DJftph8kPCpOhuHZPhCA2InWuizdAeESy7rK1ucGZiZRU3kRnNmfaQy7z8euc5Xxc4OyuSfZp4KyUxbpOjuJmikLutGsf66Vh6qP1gUsmTAVnGm6YgQnyzZcgTj2fmasRgCckwvuUjJjQVmbCowTjY0Jz2RdA1XSAUCiPgDUP+VEM7suUD1w9VRU9od699EM7LCuHrA6hut/DM0DGUbotD6huOOEFzDaliAJxKhMgcHX2We/iLAcqCzheS2QCA3wTOpjnygZSYB4LFDV7QZk3w9I1XcCcGAZkokERzVSlfhZBSl9I4O2gwoNYBoCtBcBCMiOTLON+qBC6fEYjinZaQwKyS0N1yxTAZAKyu63CqPqwsI2dKMFp+CxiehQeYAJxRGea1YcXjOJmrzjlmUbV0yUXrGU5JJu8yXbFTPsZpwVdrVCaZZ0yJfsM0QvyTrJPTz2ebJPSvc/Yl+fAg+D/JPgnLIdkCjbnTStch2IAlIpz5MoEBdTcilzKZALyYBH5WEl4kcXDAD6Pz98gXQXZwbDAAAAAElFTkSuQmCC)
Figure 6:
calibration 0.15 mm
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
167.6
|
43.48
|
40.33
|
90.66
|
-92.49
|
151.67
|
For calibration 0.6 mm
![](data:image/png;base64,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)
Figure 7:
calibration 0.6 mm
Area
|
Mean
|
Min
|
Max
|
Angle
|
Length
|
652.32
|
63.39
|
57.85
|
91.133
|
-94.46
|
592.56
|
Discussion of
Building a microscope & collect images of various samples
According to the
requirements of the experiments, its purpose is building the microscope and
collects the image samples, for this, the translation stages which permit the
samples to move away from the camera and the objective lens. The below figure should
be used as the guide which keeps the setup straight , and the translation
stages must be secured by using the screws.
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)
Figure 8: Translation
stages
Now in the below figure,
the screw should be placed , where the micrometer screws must be facing in the
opposite direction along with the two differed stages, which are placed as the separated
through the 5cm on the same lines.
![](data:image/png;base64,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)
Figure 9: Screw
placements
Now in the discussion
section, the comparison of the literature review and work which is done in this
experiment is that the literature reviews explained the studied of the different
authors.
Conclusions of
Building a microscope & collect images of various samples
Summing up all the
discussion, it is concluded that the objective of the experiment is obtained. The
microscope image and the TEM grid image should be obtained and open in the
image.J software. All the results and the graphs with proper data in the tables
are shown in the above discussion. Different calibration by using the TEM grid
is also determined and shown in the above results sections. To build the microscope,
the number of the pitches has different sizes which are also mentioned in the
above results sections.
Recommendations for future work
· Understand the capabilities and limitations of the microscope
to get better results.
· All the equipment must be neat clean.
References of
Building a microscope & collect images of various samples
[1]
|
M. W. Davidson, "Introduction to
Microscopy," 10 September 2019. [Online]. Available:
https://micro.magnet.fsu.edu/primer/anatomy/introduction.html.
|
[2]
|
Agar, "CALIBRATION STANDARDS," 2019.
[Online]. Available: http://www.agarscientific.com/tem/calibration-standards.
|
[3]
|
T. J. Collins, "ImageJ for microscopy,"
BioTechniques, vol. 43, no. 1S, p. S25–S30., 2007.
|