diff --git a/jupyter-notebook/01getting-started.ipynb b/jupyter-notebook/01getting-started.ipynb index 33903977acdbbedcc5c864f9f1d8cbbfef09bd8f..7d22964a4c5405ca61141761209f8b56ba5e9a20 100644 --- a/jupyter-notebook/01getting-started.ipynb +++ b/jupyter-notebook/01getting-started.ipynb @@ -22,18 +22,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 16, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "API path = /media/jkl/data/phd/tmp/pyr2/src/api\n", - "pyR2 version = 1.1.4\n" - ] - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "import warnings\n", @@ -42,7 +33,7 @@ "import sys\n", "sys.path.append((os.path.relpath('../src'))) # add here the relative path of the API folder\n", "\n", - "from api.R2 import R2" + "from resipy.R2 import R2" ] }, { @@ -56,14 +47,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 344 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 344 quadrupoles removed.\n", @@ -74,7 +65,7 @@ ], "source": [ "k = R2() # create an R2 object in a working directory (can also set using k.setwd())\n", - "k.createSurvey('../src/api/test/syscalFile.csv', ftype='Syscal') # read the survey file" + "k.createSurvey('../src/resipy/test/syscalFile.csv', ftype='Syscal') # read the survey file" ] }, { @@ -86,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -134,7 +125,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -164,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -195,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -238,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -267,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -310,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 24, "metadata": { "scrolled": false }, @@ -322,8 +313,8 @@ "computed DOI : -2.17\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.16137 seconds\n" + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.13125 seconds\n" ] }, { @@ -346,7 +337,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -363,7 +354,7 @@ "0 polygons added to input file\n", "0 boundary(ies) added to input file\n", "writing .geo to file completed, save location:\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "\n", "parsing gmsh mesh...\n", "\n", @@ -373,8 +364,8 @@ "0 element node orderings had to be corrected becuase they were found to be orientated clockwise\n", "\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.18018 seconds\n" + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.17677 seconds\n" ] }, { @@ -407,7 +398,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 26, "metadata": { "scrolled": false }, @@ -418,7 +409,7 @@ "text": [ "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -427,7 +418,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 26 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -499,20 +490,20 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "Mesh plotted in 0.05875 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "Mesh plotted in 0.10628 seconds\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -529,7 +520,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -551,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -582,14 +573,14 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 344 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 344 quadrupoles removed.\n", @@ -600,12 +591,12 @@ "Using a quadrilateral mesh.\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -614,7 +605,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -653,8 +644,8 @@ "\n", "\n", " End of data: Terminating\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "Mesh plotted in 0.20895 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "Mesh plotted in 0.18816 seconds\n" ] }, { @@ -684,7 +675,7 @@ ], "source": [ "k = R2() # create an R2 object in a working directory (can also set using k.setwd())\n", - "k.createSurvey('../src/api/test/syscalFile.csv', ftype='Syscal') # read the survey file\n", + "k.createSurvey('../src/resipy/test/syscalFile.csv', ftype='Syscal') # read the survey file\n", "k.pseudo() # plot pseudo section\n", "k.invert(iplot=True) # does the inversion (generate quand mesh and use default R2.in settings)" ] diff --git a/jupyter-notebook/02dc-topo.ipynb b/jupyter-notebook/02dc-topo.ipynb index 4fa59edc8f1d1f493b0fcd6015bb9cbfd0761e02..7571ac4361fa2e306b76d9fcc841425f42cdfa82 100644 --- a/jupyter-notebook/02dc-topo.ipynb +++ b/jupyter-notebook/02dc-topo.ipynb @@ -5,14 +5,23 @@ "metadata": {}, "source": [ "# Inversion with topography\n", - "In this notebook, we will learn how to add topography and perform 2D inversion with rectangular and triangular meshes. The files needed can be found in `pyR2/examples/workshop/04-dc-topo/`." + "In this notebook, we will learn how to add topography and perform 2D inversion with rectangular and triangular meshes. The files needed can be found in `resipy/examples/workshop/04-dc-topo/`." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "API path = /media/jkl/data/phd/tmp/pyr2/src/resipy\n", + "ResIPy version = 1.1.5\n" + ] + } + ], "source": [ "%matplotlib inline\n", "import warnings\n", @@ -22,9 +31,9 @@ "sys.path.append((os.path.relpath('../src'))) # add here the relative path of the API folder\n", "\n", "import numpy as np # this will be used to read the topography file\n", - "testdir = '../src/api/test/'\n", + "testdir = '../src/resipy/test/'\n", "\n", - "from api.R2 import R2" + "from resipy.R2 import R2" ] }, { @@ -36,19 +45,19 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 636 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 636 quadrupoles removed.\n", "36/636 reciprocal measurements NOT found.\n", - "3 measurements error > 20 %\n" + "8 measurements error > 20 %\n" ] } ], @@ -66,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -95,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 5, "metadata": { "scrolled": false }, @@ -129,7 +138,7 @@ " [5.75, 0. , 0. ]])" ] }, - "execution_count": 23, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -147,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -195,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -205,8 +214,8 @@ "computed DOI : 26.25\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.14344 seconds\n" + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.15188 seconds\n" ] }, { @@ -236,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -245,7 +254,7 @@ "text": [ "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -254,7 +263,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -318,19 +327,20 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mesh plotted in 0.05054 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "Mesh plotted in 0.11124 seconds\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -354,30 +364,30 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 636 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 636 quadrupoles removed.\n", "36/636 reciprocal measurements NOT found.\n", - "3 measurements error > 20 %\n", + "8 measurements error > 20 %\n", "Create Rectangular mesh...\n", "computed DOI : 26.25\n", "Using a quadrilateral mesh.\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -386,7 +396,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -441,13 +451,13 @@ "\n", "\n", " End of data: Terminating\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "Mesh plotted in 0.04918 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "Mesh plotted in 0.10514 seconds\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -460,8 +470,8 @@ ], "source": [ "k = R2()\n", - "k.createSurvey('../src/api/test/syscalFileTopo.csv')\n", - "k.importElec('../src/api/test/elecTopo.csv')\n", + "k.createSurvey('../src/resipy/test/syscalFileTopo.csv')\n", + "k.importElec('../src/resipy/test/elecTopo.csv')\n", "k.invert()\n", "k.showResults(contour=True, sens=False, zlim=[28,29.6])" ] diff --git a/jupyter-notebook/03time-lapse.ipynb b/jupyter-notebook/03time-lapse.ipynb index 9c7c1d2b5c372730cdaae995da97145f303a78f2..f8aa975cfb54258e9b1ee58dadd03d232d06a6b5 100644 --- a/jupyter-notebook/03time-lapse.ipynb +++ b/jupyter-notebook/03time-lapse.ipynb @@ -17,8 +17,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "API path = /media/jkl/data/phd/tmp/pyr2/src/api\n", - "pyR2 version = 1.1.4\n" + "API path = /media/jkl/data/phd/tmp/pyr2/src/resipy\n", + "ResIPy version = 1.1.5\n" ] } ], @@ -30,7 +30,7 @@ "import sys\n", "sys.path.append(os.path.relpath('../src')) # add here the relative path of the API folder\n", "\n", - "from api.R2 import R2" + "from resipy.R2 import R2" ] }, { @@ -49,7 +49,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 344 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 344 quadrupoles removed.\n", @@ -86,7 +86,7 @@ ], "source": [ "k = R2()\n", - "k.createTimeLapseSurvey('../src/api/test/testTimelapse')" + "k.createTimeLapseSurvey('../src/resipy/test/testTimelapse')" ] }, { @@ -97,10 +97,10 @@ { "data": { "text/plain": [ - "[,\n", - " ,\n", - " ,\n", - " ]" + "[,\n", + " ,\n", + " ,\n", + " ]" ] }, "execution_count": 3, @@ -135,25 +135,24 @@ "Using a quadrilateral mesh.\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Matching quadrupoles between surveys for difference inversion ...measurements in common = 314\n", - "done in 0.07583s\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Matching quadrupoles between surveys for difference inversion ...314 in common...done in 0.035125s\n", "done\n", "\n", "------------ INVERTING REFERENCE SURVEY ---------------\n", "\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "\n", "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 26 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -200,170 +199,11 @@ "Kernal type: Linux\n", "Wine version = 4.0\n", "Total RAM available: 7891 Mb\n", + "0/3 inversions completed\n", + "1/3 inversions completed\n", + "2/3 inversions completed\n", + "3/3 inversions completed\n", "\n", - "\n", - "\n", - "\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - "\n", - "\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - "\n", - "\n", - "\n", - " >> D a t e : 26 - 03 - 2019\n", - " >> D a t e : 26 - 03 - 2019\n", - " >> My beautiful survey\n", - " >> D a t e : 26 - 03 - 2019\n", - " >> My beautiful survey\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> My beautiful survey\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Reading start resistivity from Start_res.dat\n", - " >> Reading start resistivity from Start_res.dat\n", - " >> Reading start resistivity from Start_res.dat\n", - " >> R e g u l a r i s e d T y p e <<\n", - " >> L i n e a r F i l t e r <<\n", - " >> T r u e - D a t a I n v e r s i o n <<\n", - " >> D i f f e r e n c e R e g u l a r i s a t i o n <<\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - "\n", - "\n", - " Processing dataset 1\n", - "\n", - "\n", - " Measurements read: 181 Measurements rejected: 0\n", - " Geometric mean of apparent resistivities: 0.70051E+02\n", - "\n", - " >> Total Memory required is: 0.238 Gb\n", - " >> R e g u l a r i s e d T y p e <<\n", - " >> R e g u l a r i s e d T y p e <<\n", - " >> L i n e a r F i l t e r <<\n", - " >> L i n e a r F i l t e r <<\n", - " >> T r u e - D a t a I n v e r s i o n <<\n", - " >> D i f f e r e n c e R e g u l a r i s a t i o n <<\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - " >> T r u e - D a t a I n v e r s i o n <<\n", - " >> D i f f e r e n c e R e g u l a r i s a t i o n <<\n", - "\n", - "\n", - " Processing dataset 1\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - "\n", - "\n", - "\n", - "\n", - " Processing dataset 1\n", - " Measurements read: 184 Measurements rejected: 0\n", - "\n", - " Geometric mean of apparent resistivities: 0.52917E+02\n", - "\n", - "\n", - " >> Total Memory required is: 0.238 Gb\n", - " Measurements read: 184 Measurements rejected: 0\n", - " Geometric mean of apparent resistivities: 0.62881E+02\n", - "\n", - " >> Total Memory required is: 0.238 Gb\n", - "\n", - " Iteration 1\n", - "\n", - " Iteration 1\n", - "\n", - " Iteration 1\n", - " Initial RMS Misfit: 19.67 Number of data ignored: 0\n", - " Initial RMS Misfit: 10.90 Number of data ignored: 0\n", - " Initial RMS Misfit: 2.59 Number of data ignored: 0\n", - " Alpha: 276.382 RMS Misfit: 12.39\n", - " Alpha: 395.318 RMS Misfit: 0.21\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.21\n", - " Alpha: 278.483 RMS Misfit: 2.65\n", - " Alpha: 128.285 RMS Misfit: 13.62\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 12.39\n", - " Updated data weights\n", - " Final RMS Misfit: 1.02\n", - "\n", - " Solution converged - Outputing results to file\n", - " Alpha: 129.260 RMS Misfit: 2.82\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 2.65\n", - " Updated data weights\n", - "\n", - " Iteration 2\n", - "\n", - " Iteration 2\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - " Initial RMS Misfit: 7.80 Number of data ignored: 0\n", - " Initial RMS Misfit: 1.88 Number of data ignored: 0\n", - " Alpha: 199.234 RMS Misfit: 5.98\n", - " Alpha: 160.253 RMS Misfit: 0.68\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.68\n", - "\n", - " Cannot fit quadratic through step lengths\n", - " Alpha: 92.476 RMS Misfit: 6.15\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 5.98\n", - " Updated data weights\n", - "\n", - " Iteration 3\n", - " Final RMS Misfit: 0.68\n", - "\n", - " Solution converged - Outputing results to file\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - " Initial RMS Misfit: 3.67 Number of data ignored: 0\n", - " Alpha: 125.579 RMS Misfit: 2.91\n", - " Alpha: 58.289 RMS Misfit: 2.84\n", - " Alpha: 27.055 RMS Misfit: 3.16\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 2.84\n", - " Updated data weights\n", - "\n", - " Iteration 4\n", - " Initial RMS Misfit: 1.63 Number of data ignored: 0\n", - " Alpha: 31.788 RMS Misfit: 1.62\n", - " Alpha: 14.755 RMS Misfit: 1.56\n", - " Alpha: 6.849 RMS Misfit: 1.61\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 1.56\n", - " Attempted to update data weights and caused overshoot\n", - " treating as converged\n", - "\n", - " Solution converged - Outputing results to file\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17040301.out\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17042701.out\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17051601.out\n", "----------- END OF INVERSION IN // ----------\n" ] } @@ -388,19 +228,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "reading ref /media/jkl/data/phd/tmp/pyr2/src/api/invdir/ref/f001_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f002_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f003_res.vtk\n", - "Mesh plotted in 0.26050 seconds\n", - "Mesh plotted in 0.15182 seconds\n", - "Mesh plotted in 0.16060 seconds\n", - "Mesh plotted in 0.14716 seconds\n" + "reading ref /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/ref/f001_res.vtk\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f002_res.vtk ...done\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f003_res.vtk ...done\n", + "Mesh plotted in 0.41656 seconds\n", + "Mesh plotted in 0.20800 seconds\n", + "Mesh plotted in 0.18784 seconds\n", + "Mesh plotted in 0.20576 seconds\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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\n", + "image/png": 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yZ3U3D87s5M59O8juzTL+oFIdd5gfh5ldVc48bj8v23Qbp3sPsHXHd1vnPHjgBQD848wF/HhmM/c8so3mRHuICL4/wIGKsaU3x+qUszmcSc8ICP+yzPn+hdqGJsXQrDM/ZQa/7FHIZdoz6aYq82NmsJvd/DAv2HUPbxj7HiJG0t8xvwFPCtxd3cX9M1t4aKrM5NERZMqj8XiD+fEmOlZv2cDDt3lu2pzfm3Co1dttg99wbLyCI8LE0ZFWXwCcCY+c5zH6oDlmpaTUxps0y3U2bJjluNJRAE4cbdvPHV9J/+H0Vk4vmxG8oXVOz0f9IHdVd/P9ybbEPlTZ3jp/1nEpj1fYXZxgR/5+zizs5ZzsYUTK/P3UGdw3vYV9voCanBghO9OeHTeabVNX3X8dMbiHggKzrrn+mQlBDplnJH9EKRytR5pXN5hRf7rs/0bjSs7z0JJppyE3YcHXMGXao+rfL1OFWQDGxyu89LhHeGBms982zyMzZQByTlsoHp2vsLM0wZ4R42c4Jf8oQERAeM4oD8xtZe/sBmr1HVRmckjFZeSgQ9YXEKPz5ru6U3OM7DTX+srXPfPWfiaffmw8date/LHLUrX97IUfWfT5VpJh+iCWDcdxKI/k2XB4nlrRbNOKuWnrJUX8R8SbEoKo2flyhpHDHuzYwntf+8e879Pt/JRrX/Uhxp90PPUNI1RKDrmMg2SMA64+1iRHdAByxppAllJ5lqbmKLgFPDEPyv2VzbihJ1SElinFkRIAhw68hE1bb2q1OXjgktbrO2ubuMsfFH/wsHHuugIzk0X2O8aMUm/O+8fz+MHcHh6c2cLjlc3kvQy5jMf8xqYxQnW45kQKPP7ohWzZ/p/mPaZfJ+fMA8kOeHTMPFhTkwW00TZ1bB83A7dMejALZCCTbX8+ks1QHzMPquu0t3ubzWsv6xC22tcaTdO+VOeMjXMU3CKOjIN/HT1nFAcPTzJ4jkdGXDKugzgO+ZxLLtuE2SwN/4cJT4McBzITDjggHmSnXWqe1xpMq9M5BMi22jtkjpqLlZ+UlmHWc5qo49B0HKYmRnnYv5ccaX+/4BJnHbhvZgsnjT5uHMMt6674/3cYdc01vHPfTmTCxcUIseYGmJgscbRU4MdjJfaVTuCHxcdxcPnxzBZcgYzjD+6Oi1NuIL7gddy20PX86x6OFHdC4sJzzecZT3C2m+ucGYFsqX3tRMx1mRtzkDLUy02axUCAZCmVq0QD0eeZmizAmJJtmA/G1Qzs5azy8OwODs4GQiGDKzA9lWc2dIRCsU7eyfFIdRfHjxzigfkTOTn3GBLSrB6a34kr4IlHUwRXBHGE3MYsXh4yM8po1u9YMYfnRc16lnjWpYAIk5mmJSTACIVmIz5oob6hgHdkFtm0gV9/9R+2tsvmDdQ3jMTu00mzVG/NGqcmC4yWzMz6/srmxH0emNnMntGD3Dh1Oq8q3QXAoQMvjbS5a36ce6q7uHd6A3unxs1Mcbr98zVL7VneD2e2cvLoAe6c3Y3Xx8vkTHrsnRrnrtFdNHWOs7JHePzRC3EcIwjuqo1z//z2rv1K5VlqIU1svllncrKAlutGSAxIrdyMDFy1RrM1I+3krpqZLf+gupP7K5t5eKrM5GQemfTITDg0UbwJ88WDyJWwpuzEpNJkjgpO0+xTGzeCIhMcQ4Rc4C+V7v1q/mM0gblHJo+275XgO5XHKq3zNjQsCs22+2a2IBiTkkx6eL6mljsKzqSYmToek4y0YsNdcdk3Neb30WgPMuVFrmMmpPGpCrWxbud5J7UxJTdp9quVo9erPaGKCodSuQrAzuJk5BLtnylTKpvh/tCRqE8h+Dxgeirf9XnAIzNldoxO8mBlEyeMHOKHc9twQwIi58C+2Q09v1d9xAgFr2Lu23phmC7YtcG6FxBghAQJE4ZsR3BKS0hsbt9stTEzs5sb85gLzabqoYetmTCYTU6afaODQpvww9zQBjdyOqfm9xMeie6e3c59M5vZNz1Gvdlkam8ZATJT7Rs8GDz2AbP1tjktKxn2To2R979/razQEQQzcXSE+0pbqKvZ76ysiUy5qzbOPdWdhBQBdo62zZw1Nd95vz9IlcuzESFRG2u2BtnwtQoP/OrE/zDaNJ0sj5nB5b7pLdyZH0ckwz1VY7dOmgMGg/ncWEKDPmSOOq1ZcPYouAnjSHYC5sd8ITGuOL5gjDPhTE2WkXKDu46OMFKeYu/kGMeVJ1pt906NI4gZ5IPvYSxWFI4oIGQnhGo5w9R4mTvLI7ihe8cVp6U1QFu4aUdUeGbCfLewnyKO2pi2hMt8ewxvXZdO4bCzGG/+Du6X/TPl1v0RMDlRoOa1nf/BPSrTHlps3yNTk/mWAAJaQiKOA5Ui491yiNqokPcPWR9xcfrNnCzAOhUQjghZz2M0FKnSnA3lKeTqRmgA6inZSfVNIn6bbSVyR83AVB8vUFBlvuwxAjSzynwJ8kDT82enxQbNhEvpqlCdLjJaauckKEa7CPOjqSKjpRkOzGzioeIOGmoGyIenyzRUmZwomAFIhNFpM6P1fPPBXBky0y5116XquoyUpjlU2cbu0gSPzWyk4MHcdIm8C47nIZn2tWh4ChWPx2e2kHEy5N1RPHc/XrPAffM7yDjGVAVR0xBAxv/OJ5Rn2DdtJGfNy6KqiK/Cq5/WmA8FzInbllBJifGOiD/z9Cj4ppf75k8GwBNadutHp8vMTBXITnt40wIuZPyfIpOQYhDWJjQkZprN9vZWt3Kmj/kjviNdjf8GjMkmN2MEUbYjwjLXHaHJ3JhHfazJ7NQGtFTnB5MlxsYrTEwYjSPjOORnPDLTDrkK5H2zaHaqhueZL5VxHZiBuWkPR6Q10HvimO8PRnAEg60IWX/srpXb2woVqJcVJ2RnzIR+X0cc8JXezFRIsyuZ87lFBTIUS1V2jFaBLMePGD+bhETkgxUz0TqxVGX/TJHRTU0mJ0O+A98cJzNuW+A5IJUszWLDv84uObfO4epGto+YC/1odQdeaHJhosgg63i44uA6DiIOec+DMnizkC1l8fxxwOm0r1piWZcCoh+Z7nBpAObLHtlJM82ojxci2wHmyg40umPQ0xAWCF3ZgFMuWmq0ZleTk4WWQxFAJ4zRyvNnf7kJyB1RGv4DnJs0QiJgcqJAeWyWfVNjZPxnPpi9NUt1murbmkPmh8nJAs1Qz7KOeYgfmNlExul9mxgzwdIHO0xNFiiVZ9k/XWZncbIlFAD2T5db/XamvNbZszED81JQ3WCuWViIBOQmot8+uKr5o51aowk/lmaTGsapOzEx0tY8HKc18w8ztyFkSjmizG0wE4TaePs3dGMGvOxkxAdNxhcUdV+z8iaF5njXbl3UyyGBOtqe2RvhYFTwQDgk8ehMibh7RGaSfQHOtNsSEq3jVIotIdHJ45VRACqV5BDWekFaQsLSn2NSQPQiLCSC92EP9LxvYqqXuk01aZGp7odCplwcDc2ym4EdXGj4g1JuwjzwuSP++6NN5sbTq8otE1Cxjkx7ZvYZsoxNThQIYmtyTlRPf2S6HHm/ozgZsR8DEfPBUjE1WWCkNNMSCJ3nc3yzijcpLeGQP9r+varjyTPF+bFocEFTl0bAhAVD7oi5wHMbPH+7Q6XU9l3E9S47AYjpe/i7tI9phES4r2EzWJJJrHX8ybbZKDMpxuwYQ9vME+1lsWTMPYFwWAmmpwoUS0ar7yUk0lAvSKwfytLNuhQQ0lS8WSUzE5oR+6/nS+0bIzepkfDUgEBjCDNXXpzNUkIO5bBdODPZPm6j2TFaYQaLQJkwA8zibuxyeZYjR3Oth1+bUd9JICQKbltAZGP8BEZgrMxMLEnwOFNeyxmdmTB96RxQ80c1VkjMJ/gn5scWJyTyR5qtnygQDsHrQEjUW/JDIia2IMpofsxohb3IHVHmN/a/F3IhYZV2MtEsNhCJaj/B4Bxc3bBw6Kc9hJkKmZecabdvqm6cFgFGSGRCTuognHZmJkc5C1KJ3rP1Ait1u64r1qeAECHruYyEMjHVH3BH61Ct+Q9WARqNkKM5ISekWmyHPDY8s2/d05bNVD2HusYfR1WRaZem0+EsnAxq2viCYLIlE/xj+E9ONvSQ56O20/oGlxHMbNAp4zsNXf9hHmFHcRLx1RzXL7jzyEyJHZvM8aamCuSbIcEVnH+2QC00cNU7Zlslf7AInu3goc+FHvaWDyJ0HVpUXDTmoQ9OI9NepH0mcl3ab1zf55CdpHUnZ7xmxK7iiEBWIprCfNn4kBLpyMULhA9ETXmotsw2AfmCtvqey0evW6EKc+MZ8nPK3LjDfD4q7p2QD0C2+AEU29u/S26i2c4rGZNw7mfkvhAR8hP+PZMJbfftjY7jkK9CrWRMUxnflxaYqZpudIY9WpwlHBKwbXSa8NDhihcK242G+eZdY+4peFlUQTNZFJBpFzJtH5QJOTf71IsaMY2pHxder5Qoldp1rDLS7lPeFxBNL0PO9RDfCe3lHdxZP0Q5JFBsUeh0rEsBsVzUiizYrLTUzI05uAThhtqKZy+Vq6gaE1AcO0anUJRHZ0qUSrMRX0fYediLqSkzNMUlWTrTXlfkTBwyHWNmS/nQen4IpkLLAQtxNv9u5rstVYvap9Yy1Zh/q2NCLsYsBEY4mH+7p821McX1Z+2eP3kIzJnBsefGnNhrHkd1zGkLCYxASaM/NEejN3ixWI38mkY4pCMIO32sUuzTMj0z03lGi9XYz3r5HgAaOXDnejaxdGAFRB/mSxI1VA+R6phEIonCA1ezWG+FAgbC4YSRQ62ZnROabT1Y2cB230TQ0EbLvxDEq3dGWKXFmV662ylsegtrDYGWlZ1saye9BMNcDx/EUlIr06VNzI2b65E7WmduPN7fEEe93Gwnc05K5HfODGD+qo45ieeslRI+CFHsGIgXIhzCzEybAbxzcuBNRXvpTQuNUiiibMZFQ4IrTkj0Ew4BVkgMxroUECJCNusyUgg7Wts3nBeKga61DcJd5qb5opCjHbnieCZ7FqImpqYruM32DdyIDGiKuG5ExihqwhVp+yN0Q3dORuv7bDXnGcGYAYKH2xsz27OjdVzHY9RTto1MAyMcN3IEaM/cwqGHJxfbeaoPVcY5aczYyh+dMVEgxY3K5FQoRDicZBaKOumSm27w/fz+TUlrxhtpqiYxLvxB5yARTnIIzhO5Pn74fG6iSSRRAyImJgn/1qVu01I9yUGbpAWFNruT7fM0VWGj6aNuDoIK/O++xSOLMXfNjQkjjkOt5H8FMQEP2Wi322wy3791fTryLZPumYDwIQMNzXHaYbCO44BrfgsHwfFNoYJ0hTV74kbuo+B4GSfX2v7w7DiOOK2f5PFKkbz/uuHnPEiopIo7Iy37bfjYDS+a2BiUGW+VTqlmIjk0BTfkj6hlWyNbzvVwfLNwNsie9qJmMEsy61JArDZ0tAEds6ZauRmZJUN0VpfpePCDz/xkX+olxUVaYYejxaovHPCFA+zJHmjt32lgeGB+S6vtXj9WfdvoFI/NmBMVS9WuzFanR0hiJ10DfgctH0wfc1RmiljnYm6ivzlpbkx6ztproZn6QqiXmy1zUNL5AyExN9a264d/53popqwd5p1wCGi4XfjazoeO1U9YBNSWzuIDwL7ZceJ0lQOVYmvrjF8fSioeC/EWS8VFR1aJffcYwgqIJcCZcaEw+M1bKzdB4wfT8CAS/jQ6oBjhUCxV2TZiEvHihEMce7KmQOD985tTC4nmaCOVkOgnHNLQKSDDpBEOnXSaVFoazCKp+8dxgqzjUtQ3MjcWvRbz5bZyFAioIKKsU1gFAkPRSBRccA90XudAWPQSFPOl5Az0fjxWKbJ9JHmBozAHQn6HmZl48487k3yfeDNCfTQqSKTiwmjv301m3XZEyQpRbbjcd3T1LnQpIlsxVWJ3YiqlfR9TMbvvQ2AFREoWO+sKcg/iSHrgW59JaPaI04oAKvoRHcY27MQKh5NaI210pnu/P2LuyR7ggfmtHDdyBNUme2c3sG10ikdmiv45qkxOpq+d703JgqMJewkFGEwwhAfm5RIOYTq1ifly1IE+X44WRwz6EC4p0Ytwu+A+6icoAHJT8dtb/S4lX4vpqXwr5yHgQKXI1h45CAdYKQgqAAAgAElEQVQqxYj5JiwcjPawOJyKSzNBk5BZW4AvjIg8F3g3sBH4b+AAxsr6k8BJIvJZ4A96lQkfioAQkY3Ap4ETgR8Dl6tq19JUItIA7vDfPqSqL1+pPi4HvYQERLWD+P0bqC8sTCir03IcdgqHk/qMtk/ITHUJiTDbR6f87NcovbSIhWgO/YQCDK4xdM7aw6QRDlqsxwq5uMirMHFCYpA+BLkGnUx1mPo676NeE4z5BE10MXQKiQOVYqyJaWYm19raKRx6aQ8BcVoEGCEBJvM8QBKqszrVYzqc9SXAz6pq1xrI/gqdlwIvwKxeF8uwNIh3A/+sqh8QkXf7798V025WVc8d9OAikM14jORDkRChz71QCeRavT0bqTeiDms3J63XQU2xmh8W6nkaLVs957RMAnE5Ea26/GVjdQ8G2aQAqbDDUorB8TwccfxZXYYdoxUgw+7CURyynJA7iJkgCCL9TV4nZWs8UDeO6SfmJ/nx3CaeMFrh4dlxmjTJ+2XIs+MNpv0IFNV2Celw11UVz3cGRh3y3ahqq3aRprgDc9kBNIeyQ1jfqZWiFgenI804fJ2bI8EsPTrYtL5DOSokwv6TIDDBc5M1KEfEOKSD4IZiI1qR1I2/GNmxOtPTHe71MTr8Wgrj4E31d75Gq7NGtwcTkKCNK05k8A+0gyPV8VaQRs6JOn0dEWamc/52MaahUFe9irSCDMJEhvKg8q3XjDxnbug8mdBvGb52I6ECgDl1Q+27S5+vZ1T1V3t8Vgf+b79jDOsqvQL4hP/6ExiVZ1XjpTO9pqY52uiKOQczaDSLjdbn4TbFUrWl8gcO6d2Fo13H2OOlD0fs1XZrQimFuH4PyvwAJrs0WexzZaerXadpqZeG1ukgTiIuqzdyjoSoqH7n7wwpTfN5uC5S+xyLM5911kaa6RRMfajM5FrhrHF4lcFm9G5l/Q/ky4mIvEhE/lxEvigiX/BfX9J/T8OwNIhtqvoIgKo+4jtR4siLyC2YikEfUNW+Em+t0W/AAbrswHHCwWgPwYC/MLX6hOzjPDi/hV2Fo+ydjdpHisW5lhaRRL2orYqiS00w+Ocmm13b4kgT5x+QVjgshnpJIzPxNL97J8VitUuT0NE6MhN9jOulZipNorNPSQRCIilBDYxg6MSZjYbFDiocAtwZoRFjauqHUxVYnUtPrwgi8kfAKcBfQavM2m7gf4nIi1X1HYk7+yybgBCRrwLdK83AtQMc5nhV3S8iTwD+RUTuUNX7Es53FXAVwJZtOwbu76C4M0KtI5+sM6FnsbQFQ/vBaguHIwR6+4nZx+kVmzK24Q9aryeOdC+nuseb5oF6/JR+6+gUjwYO6+IcU1PmiWuONnpW4lwu0mgTccIhafa+HMKhny+pk37aQ2fbeCHRUXvI1yTSCIq0zEznIyU9outRRNs6S+wwXqiQOMZ5iaqe0rlRRD4N3AsMT0Co6vOTPhORx0Rkh6897MB41+OOsd//934R+TfgPCBWQKjq9cD1AKeceqZmM9GvFimKFk6eqrUHiE5/hOcvURiUo6hnIRPyUwQJOAB136bZ9JzI4kCBbTpcJrqZIs6nWJwjsJ4H9uAtI9M4/jaTnGTO6UoOxOUEbxrIRXIeyuPXRY47tuEPmDj6nvYGDZKkMqg0Wzbx40em2T877p+r/bBHCvfF2XHH/BpJPWj5KMaN6GutzbEE1dRqxe4ox3pRYyMfdbSBEPYpxBPuV9gHE6kL1dEmjuB3dERQJ7D1O63rm6rUiLZ/g/BpxO3wRwT9CtnpW7WugmVO3WbEpt/yTVRdJBROGhYEYV+DGxEW/roOFcd8jyARTwTX1xzE6/5+Im3zbWM0fJ52m5YPogaE2mRD3zkXep3PGB+E2xByXmgRJTfsjzgmTFdVEXmaqn67Y/tTgVSzkmFdpS8Cb/Jfvwn4QmcDEdkgIjn/9WZMHO9dK9bDFMTZR53K4mdOcar8llDUyK6waSl7cNHnWyhJs+96cbCBvlZs/y2UpP2T+rJQzWGQZMG0dDmgV4he2oVU3K6KqL2QioPEPA9uD7NSphL17XmVxKbt481Kq/hez3bHdvRSwE8Dfyoid4nIV/y/u4E/9T/rS08NQkSenOIYNVW9o3+zCB8APiMibwEeAl7jn+8pwP9Q1bcCpwF/IabusIPxQQxVQHgVqKewaS7G1NRPOAzK5NFrI1rE5NFrBj7GlpFpHvcTn0aL1YjjUhNMTQv1R3QO8kmLO6URJoMKqn44M25qHScIOU1rbpqezkcqlSa3W1qjujctPa+TVNyIZhOpOBsJtYs5dkUS3WGZBGHgVaCeYvl3d1ZwXKFZCJXk8IWCm7Dm/LGGqn4XuEBEtgO7ML/GPlV9NO0x+pmY/h34Dr29nnsw+QypUdVDwMUx228B3uq//gZw1iDHXU0sREj0cgIuhkBIJAmHBxP8D4slGHgW47heiFbRTzAsRHgvZZkRAJnxuqKQelUqDT5fjkUN+gmJBR0zQXNIEgzRfaE5mu48jq9NODHmK4vBFwgRoSAip6rqPf327ScgvqOqz+vVQET+pX8X1yaZilIb6X3juRWHxsjiM3OTBgaTkNTuw0LNSwvRHNKSpEUELGd0U+d5+rH8wsGJ+Cy8KRnIaZ0kJHqFmy5FsIA3LTQHiPxKwq0kr9aWRji0+pNSk7AsmK8Ax/dr1FNA9BMOadusNI4IuYwbdaKFnFKZUNZlLRNyTNfDDmsz6NcKUA9VfM01mq0bt+avT93IamQ1uNYaCzWo52tA1DEdXVDI/DvqRQeRoOcFN0dYQGSctonBdQqRPUTil4j0z9puGS7BIoojxqmnNHB8J7XQxPNfN2m2FmdRCVWiDXfZ7TNIhVZwy6QQFoM4rIPoln7DpMnfcFMFAQdnd2ZcQrlWkfUYwj1sqi8EY56ouhdUSPWPGVQkdTuS1vwWtcpoV2XXXI8vJ16y6SsItAgTTZQLmY/m/OS0UY206eekjggFL/74XgUcf/GiqGUqbL4Kn0egYVaCiySkhtqEnc5ZL+ykDiUfhl6HndreKnVSi8hxmLDU7ZiH9npV/eOONgL8MSZTugL8tG9O6jzWnySdBkixGvkAUUwicjbGlNTaR1VvTLv/esatCI18/CMqsy66gEJ+adg3v5Hd2fZyj3vroxy31Bl9MYyOznUVYNOReupaO50z/YVoF4OGPC4kuW8gzaHHd0gy4ciMC8WlTWyLnDdFOYs43BmJCoWE0Nbw9sQ+DKA1WACT83W1qn5XRErArSJyc4f/9cXAyf7fBcCf+/928mbgaiDOuXVlms6keqJF5GPA2cCdtKeiClgB4eNWhMZIspCgkK4o20rzUD2lsXcZiTUNLeEiTSshHPqFLnvTQiNOSPhCVUcGvz+WQzgsJV6FRReA8mZBh3+Lrhh+AnGQRDzlRx3tIhrB+Qrgr9Sos/8lIuNB2kDH4b4DfN/350YQkd9M05+0GsTTVfX0lG3XPcthH52ZzjFa7B/F8mh1jO359rJicVoESCpN4qF6kbDp6aH5zcmNUzCIFrESLLQkSNo1CwbVfLxpP1cmxichFQ9SrnfQz+cwbOGw1FqDN2tMTccaInIiJvfrWx0f7QL2ht7v87d1CohXk5DvoKp70vQh7dP8TRE5fdhhpsMgUzEJcmnoqUUscMGTg7OjbC4M/sT1Mjc9lCJq6ZHZVCbKLlaDkFiKWlH98KYXXtY80eQUyjsIhvjAqZ7WET1M4dASDMvQhdUsJBp1l8OHUofbbfbLBwVc7yf5RhCRIqbK6i/GlOOOu8JdN5SqHo5pNxBpn+RPYITEoxh7lpjz69mL7cBaxatALSYk3a0I9YSAk+VaFctoEV3V0n1tIiBs6+4enPbOb+pos7ZYKqGQRrgtRURW2tDSQSKUVlo4hOcfx0Bx1KXioKo+pVcDEclghMMnE/y8+4DjQu93A/t7HO8Ouh/6CeAW4H/7aQexpBUQHwPeiFmbYdWPIuII2ayH22x3NRy1UA9HMdUTSm2EIpfcULnp8BrWXq79OlwqPJNtH6dV7juIHKpDM9/+PPKrzWcpjMyb7xCaJBTcUAQScHR+K1vzU5FpxGP1HezMdAuJ4AyRchE0Ip/vq23EdcBRs/3R6hie027/eKVAxiFynIzjJroJZAVHi2DxGOlzK6epYtFZljpAI2tyt0tVR79/isHe70TQldwcNEMTz2hEU+9jdBLuV6R9XFuR1mw//LmbkAQX9kWHE+XcUIRUuH04elBiorScBEd30vZWae4mUGifPxspnREqu+GFX4eimELbO9fbXi34EUofBe5W1Q8lNPsi8HYR+RTGOT0R438I809AA/hb//0V/r+TwMeBlyXtmFZAPKSqX0zZ9pghSe11Z4VGIXnAGDSy6XB1hI35qJnpQLXEtny0HPf+2oYEIZHMvtrGgdqvFpJWFVtO3JmFm5WSCGb9cQvjpCFYeCfN3hl/xi9DHBszFW2dv14YXOPxqiRq6OuEC/En4yJym7/tGvycBVX9CHATJsT1R5gw1zf3O6aqXhh6f4eI/KeqXigib+i1Y1oBcY+I/C3w/xMKmVqtYa4q0MhCsyk484t/pBdi/+wnJJKYrbS1iDBxQuKxuTLbclHz5P6aWVu6n6B4uCUYon18tDoWeX9odqSrTdIawwHNkcaS1KSKO+5yMUjdoV4kLa/Rz+3jzbRzCfoJizSrsYXJLH/kc+/zV6J5IAHerOI6UFuAoFgK1Ftqcb94VPXr9PHi+NFLbxvgsEURuUBVvwUgIk8DgjuyZ/hcWgFRwAiGF4b7iQ1z7Sk83FmhuYD8iNlKlpGRWqrzxwkJaAuKOBNTM2Gt8k7hMGxWSktIIxz6Dcr91mjypo2pJk3pEG9GEm1igwylmZll8RcPcH5dFm3lGNAilpq3Ah/zHd+CMS29RURGgff32jGVgFDVfirMqqWZXRotYjnoJSQqlSwjHZrE4eoIm/LdEU1GSKRY3LkHj1XLdLqXjPawcgzDbJSGfsIhM5O+QlJm2oz9tWWM7R+mxpCZMVrBQPvM6tC0iGMBVf0OcJaIjAGiquFlKD/Ta9+eP6W/CE9P0rRZ73jxa80D9C1N7MwO9jQdrsYP2gfmFl5IxwiHdPQzLwUMMtg3RxpDEw6LNS0tdDDOzCz9QL4cx+x/To38Lfg4s4Pt6y1PXct1iYiMiciHgH8Gvioif+ALi7700yDeLSK9KsIJZlWirjjeYeIIZD2vHX2SgcxcaBGfcMRRoz1AhCORwlFM9XqDet63DzfaA1m4/pIXqukUXhyooQoKtVDEU7gWE6rQAM03u+sP1bLkC7Wu7bP1LBty3VJporYJgM0hbSK4BhETEw0OzJX97c1WhFK4XwdnC2RbkUuhaxFaHD7cq86IJpl1UhswdYApZ5popEj7Xp/NupE+xkVleRVBM/GLAXkzGhs5lHzC7igeCSmJ9ciCOdK5W/fh6EhKi8nXiYt6ikYo9T+n40hr8I+U+3aktaRnmsgkCWo3JUQ5uSqt5yxcOy1Siym03cOh6X/npIimcOSS50SPqe7qtCwsAx8Dvg9c7r9/I/CXwKv67Zim3HdiCJTPzf1Osh7wqtq6eeM/720XdWehsYBEn+pshlyh22l9ZK4QKyQAHg9pE20B0b3KXRJGS+luY9YdThHOOaBWJLMOWlh90dMLXUN5oYSrnYokZ+vHhagu7rzaOmeAk/DasiY5SVUvC71/XyhCqif9qrkui+9BRF4D/CZmUaCn+etAxLW7BFO10AVuUNUPLEd/VopeQkKqDpqPN7NUZ7PkBxQSCyXJhBW3KH0cgwqHYSGLXDN5JYrQtQTBEg/QYVPQKk0HsCwtsyJykR8hhYhcCKQaOIZVE+H7GPXmL5IaiIgLfBh4ASZz8Dsi8sWFlvtoZAS3trwq5WKjK6TqLkhIAIsWFIerI1HTV4iVEA4rqUWkEQ69tIe1WKE0M6MhQbN6VYJ+mrplQfxP4BOBkxo4zFIsObpcqOrdkJwV6vM04Eeqer/f9lOYKoZruh6UOwvNHkJkIUICFi4okjSGgNlKluUwKw2LxQqHQchMR69brbTCJquIUFifOPO0/BCWeFT1NuAcESn777vj4hNYPaU3u4mrWBhX8xxoRVNdBbB9567YNiulRcz3uWH7ZlovUEiALyj8Q4/nu4WF0RR612UKMMKhP1JxB1rgJ/E4y6xFLNasBOm0h07BEJCdjtr6a8XlGb0XE01kWT+IyC8nbAegRymPFmnXg8gBl9G9YNBv9djnq5hVkTq5VlW/kOa0MdsS73y/IuL1AGecfY7mMtFaQUFkkSMaiTKKRBw1E6KY/OimRi4aARWOegrv22gqjVx0e9h80/Qjmxq56NeJrDTXBM01/O8W+p5gopvy8x1RROFaS+b1bK3UOmawLe929CVcoym0faaSoeB1b4+2N74TMku3fIN6QW2l/oNnqvpK/nGCfkLvvrqzAtn4leO8CpGIpjiyFYVEDVEi/c7X2g9rbUSiK60l1GWK07ozFY1erZCJJm71tsTzpKi/JEkRSqH2bkL7IHopEuUUiSzyIwVzkriKXCSKyY9WamY6tidFPYW2OyKRlQLXKYteRDatBvEFTPW/W4lfnagLVX3+QjvlM1DFwpXAnYPGEupc7px0CYkwMue2hEQn1WoWRcnn02VcD8LsbH+zkpmNL/1MtTXLXyJNQqrpTV/9clb6ka0sIg+gY5A3yXTx/cks4jxrAW9O0VVa2nstoarvW+wx0g53u1X1ksWebEC+A5wsInuAhzEVCF+32IM2PYEVyKx252hpEYtB5lw0m5xEVq1mlkxIGMGQok9LYKrpe47QwK75wYVFq49LZMXpZ1pajHBIIjAVRWf8S36aYxJdzcb1JUJEfg34sKrGFmYTkecBI6r6D0nHSHuZviEiZ6nqHQvoZ1zHXgn8KbAF+EcRuU1VXyQiOzHhrC9R1bqIvB34MibM9WOqeudSnH814VST6zUFyJyD5pIHyWo1Awq5fLJvohfVlmBI44xeeb28UwtIEhiL6dtitIflEA6WNURDcI4MkjG5YtwB/IOIVIHvAo9jDKAnA+cCXwV+p9cB0gqIi4CfFpEHWIIFg1T188DnY7bvx5SxDd7fhCltu6Q0M4KzzM5q8LWIFPfNUggJgLmqGeibKPk+wiIQCv3WUo70obo0zujFEgiMNH6KNPQTDmsxrPVYwqkRu47HsY7v6/2CiJyMKSO+A1Oo72+Aq1S1b8hjWgHx4gX3cpWyokIihanJqQrNHv4ISCckAqqBsPCdrREH+IAeZakeu0+fV+mtV1ntwbIGyKnqxxeyY9pqrg+KyDnAs/xN/6Gq31vICS3JLJUmsZRI1VkFOsPysVjH9FrFq/jRYgl1kaK1ldp3gDhCvXDsThjWKB8RkSxm9bi/7ajm2pNUIR4i8g7gk8BW/+9vROQXFtDRVUUzszKDg5sq7svgVFOEd845yNzyJqZJ1RkoAmgtsljT0lrSHrxKA2/W/6ssrnJu6zihP8vqRVUvAl6PiQq9RUT+VkRekGbftCamtwAXqOoMgIj8LvBNjKN51SEIWc8jbByI5iG026qnOPVuM0yjEc6VaM/Y50MVICO5D+H8iGb3vrVMfF+0Mz8iOEa2f3ttZFraRL/chq48jIS2gVBoJlQwbcbkB3SxFEkRKcJ1FiPe3WqQ7xD/uaJ4MeNeq0BwRVuVTIP28X2Mq6Ya/ya8OZwrEDlCQu5B+DzBdne22d5acLvWxIYeeQ0DbndEaOR931BE++jOc+iXBwFAPr6aa/h1JpTjIJn440RyH8L5GceYEqSqP/Sjmm4B/gQ4z1//+ppeK4OmnSIKRFa6b7CaC7osE41FaByDaBGDsJTaxHrXGALcFFparzU+VjPebAN3tok7u/LVcd3q6qvIawEROVtE/hC4G3ge8DJVPc1//Ye99k2rQfwl8C0RCSKPfhL46AL7u+poetLSIpaTQXIjnLn+TuswMm8Gd80O9pBG8g3WtbfBkFY49LoSi0lU82YbXZnRtZFFVpYNawoWSzd/Bvx/GG2hNfVR1f2+VpFIWif1h0Tk3zDhrgK8WVX/e+H9XX00PYEeUU2L0R4WyqBCAoygkLAZqCPJTuY6Pl8CodBpy+91xH5O+OUijWBYTnrZ6TOBTyCyBoNfdsIXHl6gESSUyVgtuNUmTevEXm3cqKp/Hd4gIu9Q1T/u3N5JvyVHy/6/G4EfY+Jn/xp40N+2rmh6YgRFB0spHAY1NTlzizt3YIJaDse2OysDRwE5VWn9rRSDCId+pqVBtYfFOnGNc9mabiyL4qditv10mh37aRB/C1yKqcEUfjLEf/+ENCdZazQ9gcbqMbf0q9m00gQD7mJ7FBYSy6FZDKo1LLXfwas0bG0My9AQkSsx5Yn2iMgXQx+VgENpjtFvRblL/X/3LLSTa5VmOAN6iSdwC6nTtBqEhFsVZJm6sJTCYrnMSZnKseClWTzuXJNG7tgIeFjlfAN4BNgM/EFo+xRwe5oDpC33/c+qenG/bZb0LFRIhMNfV4qVtt87VYkND41bQ2Op+rYs2oPFMkRU9UHgQeAZCz1GTwEhInlgBNgsIhtou8jKwM6FnnS5cQQ614PQSLx/aHtCfkDS9uj6EQk5ETF5EHF5CM1MtG3SORsx/WpmNTm3I+5cCTkhid8fcKr+61CR18TrmDC3HiQloq81Jk6T8/vWry5Tr7m/W8WUMOuVEzFL1zoPSSVLvGoTRjy/XzEk5jKEm8R/kGqdiBhnd7iNJORYDJz74MZnYbuOQyPbfa4ghyGaB9H9OYDk4nMfEtuH/ISd6z7E7Stuv5ttOIjIxzBm/QOqembM5xuAjwEnAVXgZ1T1+wnH+rqqXiQiU8S4CFS13K8//TSInwN+ESMMbqV9P01i1ou2LAKnBo0FBnw48xJJZltKnDkZuF6TxWJZEj6OCUv9q4TPrwFuU9VXisipmHE41pLjZ1CjqgteOKinodAPg9oD/IqqPkFV9/h/56jqny30pJalwZlf+lnQYqOm1hpudWmP59lkMcsiUNWvAYd7NDkd+Ge/7T3AiSKyrdcxReSPRWRBZqa0eRB/KiJn+p3Lh7YnSbmeiMhrgN8ETgOepqq3JLT7Mcah0gDqqvqUVP0VUNdfEnOVm4LdWrqS4EkEQmKx2oQzJ8uxQNyqJq1wWKtZ1ZZVyWYRCY931/vLJafle8CrgK+LyNOAEzCrbT7WY5/vAr8uIqdglln4dNKY20laJ/V7gedgBMRNmPLfXydZDerH9zFf8i9StH2uqh5c4HlQd/ULiaXA8Zd/aKZbFA4wTu/mMSYUApZacwCrPRyrSB2yh1JHbR1MO9FN4APAH4vIbZgFgf4bqPfaQVU/AXzCz127DPhdETleVU/ud7K0pTZeDZwD/LeqvtlXaW5IuW9ch++G1ZkJOgwWq0WEceY7HMPBaw056I5RoRAwiHDwqja0daVpZmSg9X/UG6wwnLprt5Ccqk4Cbwbwi+094P+l4YnAqcCJwF1pdkgr9mZVtQnU/ezqA6xMkpwCXxGRW0XkqhU4n2WdsxyagyVKEMFkWXpEZNxf2wHgrcDXfKHRa5/fFZEfAr8F3Amcr6ovS3O+tBrELSIyjin4dCswDXy7T6e+CmyP+ehafym8NFzoF5TaCtwsIvf4Tpy4810FXAWwc/fulIdfPbg1qB8DC6kPk0GFg1dNrztY85JlKRCRv8OY8zeLyD7gvUAGQFU/gvHb/pWINDBawFtSHPYB4BkLMdWndVL/vP/yIyLyJaCsqj0z8VT1+YN2JuYY+/1/D/iVZJ8GxAoI39FzPcBZ554bebLVJVqsfJXi1DoyuC1LhtUcLGsBVb2yz+ffBPr6DgBE5FQ/0unbwPEicnzHsb7b7xhpndRfAD4NfEFVf5xmn8UiIqOAo6pT/usXYlSkvjjiLxgUNsaHtN6IiT5pAZzEBDpit0eT6Zpd28MJdkmJd622Xo9j99m3u799FgxK+G6amFgH4Vbx2+OPMwxaxRHz8Z8n9dutauI+rX397+ZWmyadNIY4P1uiASYpgS4hOS6SEBdJfktImvPbSEzyHCQnx0lCspmTkEBHvu1BiCbQ9V4wKNiuXsf2mGOE91UnOSGuc1Ej016j/V2//DLGqvIHMZ8pZj2InqQ1anwIeC3wfhH5NkZY/IOqLmheJiKvxKxGtwX4RxG5TVVfJCI7gRtU9SXANuDz/g3mYdZS/dJCzmc5NlmuRZoslrWAqgZ+2xd3jtV+lYy+pDUx/Tvw7yLiYqTOz2LSvfumaicc7/OYeNzO7fuBl/iv78dETh1zOHVorrGS+u58/PbOGfqg9acWymKEgzc3bL1n7dLIDhaBZFkRvgE8OcW2LlK7RUWkALwMo0k8GfjEAB0cOsdKPsRK4ww4EHcO3EstMKzWYLEYRGQ7sAsoiMh5RGvpJRhFo6T1QXwauAD4Eqb2x7/5Ya+WZUJqoKvYYe125lss9DihAX2hwmIphYI3N9iXsuswLy1qI/mWkhdhFgbajfFDBAJiClPTqS+DrEn9OlW1c/AVZDUKiSRT0pIc287+LZYlI5RBfZmqfm4hx0ibKPc14D0icj2AiJwsIpcu5ITDRK1xdMG4c+t/AB9Ue7BEsQlyq5bdIlIWww0i8l0ReWGaHdMKiL8E5oFn+u/3Af97AR21DIjUht2D9S8YLJZ1zs/42dYvBLZiSnV8IM2OaQXESar6e0ANQFVnWbvlTNYczpCExLGgNQQsRHuw/gfLGiEYq18C/KWqfo+U43daH8S8H8WkACJyErBqhw4RIe95saufidtjJbSkZK+EZLrE7TEJbIkr1KVIfGslu7kLT6BLu4ocGIGkqq04h6TkwDD9Fhha7gWIFnr0oFuuq7Hbe+G4/V1ysYlyCY9mUoJbcqJcwmpp0YN2tRk0US5NAp3rCk2v+/hxCWyRleBC/XMdpxXenSbxTRHHwCUAAA+aSURBVBxpfb/Ec8YkH6qkWL1wfXGriHwF2INxFZSIX5+xi7QC4r2YCKbjROSTwIUY7/iaQ4U1u+6B04DmMq8FPyxtZZi482v0hlhFBMJhUcewPsLl4i3AucD9qloRkU34FWH7kTZR7mYR+S7wdIzMfsdi1miwLBypL18o4LEoHCyW9UqoFtO5/qYnDLrEQs+hRkQ6M+0e8f893l9wom+xJ8vSsxxCwqmtWcVqUVjtwbJYnDrkDw27F7Esey2muAMPdILViDoga9y/KHVYqpoGVnMYHHe+eUwK1Dg0IzZiZRUS1GJS1ecu9Bg9BcRiDmxZfpy6qfy6mP3TuarWJ66tuWQ5BhCR1wBf8itj/xqmVNJvq+p/99u3p8tTRN7ZcZLwZ7+zwP5alhCn7g/0y7yPxWJZs/y6LxwuwpTf+ATwkTQ79ouJuSL0+j0dn12Svn+W5SYY9OMG/16fHau4Nmt6SdDM0hiXdAmioCyJBPHYLwX+3F/RM9ujfYt+AkISXse9T42IfFBE7hGR20Xk8/5ypnHtLhGRH4jIj0Tk3Qs9Xxy6zOGiw8YKBIvF4vOwiPwFcDlwk4jkSJkk3a+RJryOez8INwNnqurZwL10ayf4a098GHgxcDpwpYicvohzWiyA1R6OZfTYVFQuB74MXKKqR4GNwK+m2bGfgDhHRCZFZAo4238dvD9rob1V1a+oajC3/S9MOdpOngb8SFXvV9V54FPAKxZ6TosFrHBYSpbKvLRgjs3BfmBUtQIcAC7yN9WBH6bZt18U00rkNv4MZgnTTnYBe0Pv92HWpOiLI0LOc1OVxZBwpY0UY0eauJdIKY+Yg0ZLXSRtTyiHkWId6rhSG4nlNVKst51URiSulEknsddrEWP0oBU7Os/vdNzxCy0B4mQHD/+KDQZNKruRtD51n/WmOz+QxDbd2wYtwUHIb5B0nGjJDMf/l6626gjhQyetgx3+/hI6jpPQ9zAi7dIcMZdi3SIi7wWeAjwJU3g1A/wNpiJGT5ZteQ4R+SqwPeaja30nCSJyLUaafTLuEDHbEp9mEbkKkxTCcccdN3B/Leufpcr3cGrHcGzwMqDH0mg9HF4JnAd8F8zSzn49pr4sm4BQ1ef3+lxE3gRcClys8dO4fUB4pN8N7O9xvuuB6wGefP751o5gsSwj6trkuDXEvKqqiATFVkfT7jiUWB4RuQR4F/By3z4Wx3eAk0Vkj4hkMSG3X1zqvhyjTqtjDpstbjmG+YwfxTQuIj8LfBW4Ic2Owwr2/DOgBNwsIreJyEcARGSniNwE4Dux347xvt8NfEZV7xxSfy0Wi4+6dla1XIjIx0TkgIh8P+HzX/XHzNtE5Psi0hCRjb2Oqaq/D3wW+BzGD/EbqvonafozlCXCVfWJCdv3Yxa1CN7fBNy0Uv2yrE+s9mBZQ3wcM4H+q7gPVfWDwAcBRORlwC+p6uF+B1XVmzHpBYiIKyKvV9U432+EdZ4ulg5rZlq/WOGwurEO6iiq+jWg74DvcyXwd0kf+utQv0dE/kxEXuivSf124H5MbkRfhqJBWCyWtYk1L60ORGQEU+7o7T2a/TVwBPgm8FZMclwWeIWq3pbmPFZAWNYtTt1Wa12vqMTHwQ8Dpw4jj6cOfd4sIreE3l/vR2AOysuA/+xjXnqCqp4FICI3AAeB41V1Ku1JrIDwWctLkVq6cer2x1xqmp5Ym/TiOaiqT1mC41xBD/OST8vAqqoNEXlgEOEAVkBYLBbLmkJExoBnA2/o0/QcEZkMdgMK/nsBVFXL/c5lBYRl3WG1h6WnuQzluNWxyXadiMjfAc/BmKL2Ae/FlMZAVYM1HF4JfEVVZ3odaylKJa1LASEi5DJeR92eFHWDVmhcSbSMa3ybZjOhLlKKWkxBm/B+aWo7Jddfij9/9FInbI/ZL4mF1sVyGh1t+hxnIbWYZJECKGnd+MThMqFGUVKNJnHi2wSkqb8kHecMoo0itZ0SajQ5PY4T/lelf9uu7zbotejc3qrFtDpFk6pemaLNxzHhsMuONSmGWZ33jGWVYRe3sRwrWAFhWTd0ag+WpcHmKhy7WAFhWRdY4WCxLD1WQHRiJ0sWS4vl0h5s9YK1gRUQljWP1R4sluXBCgiLxRKL9T1YrICIwz4XawarPVgsy4cVEJY1ixUOy8dyag9D8z/Yid/ADCVRTkQ+iCk2NQ/cB7xZVY/GtPsxMAU0gPoS1TCxrAOcxnBLZ6kni06Ys1hWO8PSIG4GzlTVs4F7gff0aPtcVT13xYWDnW1YjlGs78ESMBQBoapf8ZcUBfgvYPcw+mFZm1jTksWyMqyGWkw/A3w64TMFviIiCvxFr7rpInIVcJX/di7rebFruq5yNmNqtq9F1mrf12q/Ye32fTX1+4Rhd2A1s2wCQkS+CmyP+ehaVf2C3+ZaoA4krY16oaruF5GtwM0ico+/JF8XvvC43j/uLWvRX7FW+w1rt+9rtd+wdvu+VvudhFNXCo/PD7sby8KyCQhVfX6vz0XkTcClwMWaUFJTVff7/x4Qkc8DTwNiBYTFYrFYlpah+CBE5BLgXcDLVbWS0GZURErBa+CFwFo0G1ksFsuaZFhRTH8GlDBmo9tE5CMAIrJTRG7y22wDvi4i3wO+Dfyjqn4p5fEXssbramCt9hvWbt/Xar9h7fZ9rfb7mEMWsmCKxWKxWAzl8m596lPelqrtv/zrNbeuJf+LzaS2WCwWSyxWQFgsFosllnUlIETkEhH5gYj8SETePez+pEVEPiYiB0RkTTnhReQ4EflXEblbRO4UkXcMu09pEZG8iHxbRL7n9/19w+7TIIiIKyL/LSL/MOy+DIKI/FhE7vB9j7cMuz+W3qwbASEiLvBh4MXA6cCVInL6cHuVmo8Dlwy7EwugDlytqqcBTwfetoau+RzwPFU9BzgXuEREnj7kPg3CO4C7h92JBTKc8jmWgVk3AgKTI/EjVb1fVeeBTwGvGHKfUuEn/x0edj8GRVUfUdXv+q+nMAPWruH2Kh1qmPbfZvy/NRGxISK7gZcCNwy7L5b1zXoSELuAvaH3+1gjg9V6QEROBM4DvjXcnqTHN9PcBhwAblbVtdL3PwLeCTSH3ZEFEJTPudUvj2NZxawnARFXgnJNzAjXOiJSBD4H/KKqTg67P2lR1YaqnospFvk0ETlz2H3qh4hcChxQ1VuH3ZcFcqGqPhljCn6biPzEsDtkSWY9CYh9wHGh97uB/UPqyzGDiGQwwuGTqnrjsPuzEPy1SP6NteEHuhB4ub9WyqeA54nI3wy3S+kJl88BgvI5llXKehIQ3wFOFpE9IpIFrgC+OOQ+rWtERICPAner6oeG3Z9BEJEtIjLuvy4AzwfuGW6v+qOq71HV3ap6IuYe/xdVfcOQu5UKWz6nP2kiGkXkOX4U2J0i8u/L2Z91IyD89SXeDnwZ4yz9jKreOdxepUNE/g74JvAkEdknIm8Zdp9SciHwRsws9jb/7yXD7lRKdgD/KiK3YyYXN6vqmgoZXYMspnzOscLH6aHJ+pOa/4OpY3cG8Jrl7MxqWA9iyVDVm4Cb+jZcZajqlcPuw0JQ1a+zRtfeU9XbMU71NYuq/hvGNLYmUNX7gXOG3Y/VjKp+zQ/4SOJ1wI2q+pDf/sBy9mfdaBAWi8WyBtgsIreE/gaN5DoF2CAi/+ZHgv3UcnQyYF1pEBaLxbLSSK1B9tGptM0PLjJB0APOBy4GCsA3ReS/VPXeRRyz58ksFovFsjbYhxEyM8CMiHwNY7ZbFgFhTUwWi8WydvgC8CwR8URkBLiAZSy5YjUIi8ViWSX4EY3Pwfgq9gHvxZSBQVU/oqp3i8iXgNv5f+3dS4iVZRzH8e+vknJhbiqqlV2MQoiCDLpAE1iLiGhRGO2iMKQLGS2iRS0rhKByISIhRYRQu6ILRFBMhJplWgnRBTK6F1IxVuq/xfsMnKbXmVE5c7HvBw6cM+d9zvMwzJz/+9z+T7eTfmNVDW2psAFCkuaI6axorKq1wNoZaI5DTJo5SQ4MbPDZkeT+JMe19y5J8tQkZZckuXXmWvufusda3qbDKbeypZ53f4XmJQOEZtJYS/O8DLgGuI6uC01Vbauqeycpu4RuDfhs+bzlbZq2qtoM3DGk9khDZ4DQrGgbfFYBd6czMn6nneSqgZ3ZH7T0DI/RTc59mGRNu6t/J8n29ri8lR1pa8RfTLI7yfMtJQhJlid5t/VetiRZ1DK6rk2yNclHSe6cqu2t7t1JNibZ1epYkWQ0yWdJzC+kY4JzEJo1VfVFG2I6bcJbDwB3VdVoyxS7D3gQeKCqrgdoKziuqap9SZYCLwDj68svBpbRJWscBa5IsgXYDKysqq1JTgbGgNuBvVW1PMmJwGiSN6rqyymafy5dmoNVdKk6bgWuBG4AHgJuPMJfizRnGCA02/pSdYwCTyR5ni6twJ7WCRi0AFiX5CLgAN0O03FbqmoPQJs3WALsBb6tqq0A42nJk1wLXJjkplZ2MbAUmCpAfFlVO9tnfAy8WVWVZGerT5r3DBCaNUnOpvty/wG4YPznVfVYklfo5ijeS7Kip/ga4Hu6TULH0fUyxv058PwA3d956D8fJMA9VfX6YTZ/sI6DA68P4v+VjhHOQWhWJDkVWA+sq6qa8N45VbWzqh4HtgHnA78BiwYuW0zXIzhIl1H2+Cmq3A2cmWR5q2NRkhPosv+uTneuBUnOa6mopf8973Q0kxa2IZ8FwH7gOaDvHIn7klxNd/f/CfAq3Z35/pYqehNdyuOXktwMvAX8MVnFVfVXkpXA0+38hzG6MyA20g0JbW+T2T/i/IEEQCbcvEmaoKVffrmqDvtI0iQjDEyu69izeOEZdflZt03r2tc+ffT9o0zWN6McYpKmdgBYfCQb5eh6Or8OpVXSkDnEJE2hqr7m3+edT7fcZrqltdK8ZA9CktTLHoQkHY2//qa++W62WzEU9iAkSb0MEJKkXgYISVIvA4QkqZcBQpLUywAhSeplgJAk9TJASJJ6GSAkSb0MEJKkXgYISVIvA4QkzRFJnknyQ5Jdh3h/JMneJB+2x8PDbI/J+iRp7tgErAOeneSad2bqACp7EJI0R1TV28Avs92OcQYISZpfLkuyI8mrSZYNsyLPpJako5DkNeCUaV5+ErBv4PWGqtow4fOWcIgz0JOcDBysqt+TXAc8WVVLj6jh02CAkKQ5ZLIA0XPtV8AlVfXTMNriEJMkzRNJTk+S9vxSuu/wn4dVn6uYJGmOSPICMAKckmQP8AiwAKCq1gM3AauT7AfGgFtqiMNADjFJkno5xCRJ6mWAkCT1MkBIknoZICRJvQwQkqReBghJUi8DhCSplwFCktTrHx0u7e99BGLjAAAAAElFTkSuQmCC\n", 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" ] @@ -463,21 +303,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mesh plotted in 0.13061 seconds\n", - "Mesh plotted in 0.14861 seconds\n", - "Mesh plotted in 0.15679 seconds\n" + "Mesh plotted in 0.18060 seconds\n", + "Mesh plotted in 0.20606 seconds\n", + "Mesh plotted in 0.18206 seconds\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] diff --git a/jupyter-notebook/04batch-inversion.ipynb b/jupyter-notebook/04batch-inversion.ipynb index 40f4de23f691de7112556093751d7097f1e6c5c2..3752be03755070668703fe93087e8db7ee534baa 100644 --- a/jupyter-notebook/04batch-inversion.ipynb +++ b/jupyter-notebook/04batch-inversion.ipynb @@ -17,8 +17,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "API path = /media/jkl/data/phd/tmp/pyr2/src/api\n", - "pyR2 version = 1.1.4\n" + "API path = /media/jkl/data/phd/tmp/pyr2/src/resipy\n", + "ResIPy version = 1.1.5\n" ] } ], @@ -30,7 +30,7 @@ "import sys\n", "sys.path.append((os.path.relpath('../src/'))) # add here the relative path of the API folder\n", "\n", - "from api.R2 import R2" + "from resipy.R2 import R2" ] }, { @@ -42,7 +42,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 344 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 344 quadrupoles removed.\n", @@ -79,7 +79,7 @@ ], "source": [ "k = R2()\n", - "k.createBatchSurvey('../src/api/test/testTimelapse')" + "k.createBatchSurvey('../src/resipy/test/testTimelapse')" ] }, { @@ -105,12 +105,12 @@ "Using a quadrilateral mesh.\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -121,195 +121,12 @@ "Kernal type: Linux\n", "Wine version = 4.0\n", "Total RAM available: 7891 Mb\n", + "0/4 inversions completed\n", + "1/4 inversions completed\n", + "2/4 inversions completed\n", + "3/4 inversions completed\n", + "4/4 inversions completed\n", "\n", - "\n", - "\n", - "\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - "\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - "\n", - "\n", - "\n", - "\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - " >> D a t e : 25 - 03 - 2019\n", - " >> D a t e : 25 - 03 - 2019\n", - "\n", - "\n", - " >> My beautiful survey\n", - " >> D a t e : 25 - 03 - 2019\n", - " >> My beautiful survey\n", - " >> My beautiful survey\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", - " >> Determining storage needed for finite element conductance matrix\n", - "\n", - " >> D a t e : 25 - 03 - 2019\n", - " >> My beautiful survey\n", - " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", - " >> Determining storage needed for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Generating index array for finite element conductance matrix\n", - " >> Reading start resistivity from res0.dat\n", - " >> Reading start resistivity from res0.dat\n", - " >> Reading start resistivity from res0.dat\n", - " >> Reading start resistivity from res0.dat\n", - " >> R e g u l a r i s e d T y p e <<\n", - " >> L i n e a r F i l t e r <<\n", - " >> L o g - D a t a I n v e r s i o n <<\n", - " >> N o r m a l R e g u l a r i s a t i o n <<\n", - " >> R e g u l a r i s e d T y p e <<\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - " >> L i n e a r F i l t e r <<\n", - "\n", - "\n", - " >> L o g - D a t a I n v e r s i o n <<\n", - " >> N o r m a l R e g u l a r i s a t i o n <<\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - " Processing dataset 1\n", - "\n", - "\n", - "\n", - "\n", - " Processing dataset 1\n", - "\n", - "\n", - " >> R e g u l a r i s e d T y p e <<\n", - " Measurements read: 190 Measurements rejected: 0\n", - " Measurements read: 190 Measurements rejected: 0\n", - " Geometric mean of apparent resistivities: 0.63068E+02\n", - " >> L i n e a r F i l t e r <<\n", - " Geometric mean of apparent resistivities: 0.51162E+02\n", - " >> L o g - D a t a I n v e r s i o n <<\n", - "\n", - " >> Total Memory required is: 0.239 Gb\n", - "\n", - " >> N o r m a l R e g u l a r i s a t i o n <<\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - "\n", - "\n", - " >> Total Memory required is: 0.239 Gb\n", - " Iteration 1\n", - "\n", - " >> R e g u l a r i s e d T y p e <<\n", - " Processing dataset 1\n", - "\n", - " >> L i n e a r F i l t e r <<\n", - "\n", - "\n", - " Measurements read: 181 Measurements rejected: 0\n", - " >> L o g - D a t a I n v e r s i o n <<\n", - " Geometric mean of apparent resistivities: 0.70051E+02\n", - " >> N o r m a l R e g u l a r i s a t i o n <<\n", - " Iteration 1\n", - "\n", - " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", - " >> Total Memory required is: 0.238 Gb\n", - "\n", - "\n", - "\n", - " Iteration 1\n", - " Processing dataset 1\n", - "\n", - "\n", - " Measurements read: 190 Measurements rejected: 0\n", - " Geometric mean of apparent resistivities: 0.52987E+02\n", - "\n", - " >> Total Memory required is: 0.239 Gb\n", - "\n", - " Iteration 1\n", - " Initial RMS Misfit: 30.26 Number of data ignored: 0\n", - " Initial RMS Misfit: 28.57 Number of data ignored: 0\n", - " Initial RMS Misfit: 21.55 Number of data ignored: 0\n", - " Initial RMS Misfit: 17.81 Number of data ignored: 0\n", - " Alpha: 337.565 RMS Misfit: 0.76\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.76\n", - " Alpha: 338.716 RMS Misfit: 0.90\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.90\n", - " Alpha: 354.218 RMS Misfit: 3.78\n", - " Alpha: 348.588 RMS Misfit: 2.62\n", - "\n", - " Cannot fit quadratic through step lengths\n", - "\n", - " Cannot fit quadratic through step lengths\n", - " Alpha: 161.800 RMS Misfit: 2.77\n", - " Step length set to 1.00000\n", - " Alpha: 164.414 RMS Misfit: 3.80\n", - " Final RMS Misfit: 2.62\n", - " Step length set to 1.00000\n", - " Updated data weights\n", - " Final RMS Misfit: 3.78\n", - " Updated data weights\n", - "\n", - " Iteration 2\n", - " Final RMS Misfit: 0.76\n", - "\n", - " Solution converged - Outputing results to file\n", - " Final RMS Misfit: 0.90\n", - "\n", - " Solution converged - Outputing results to file\n", - "\n", - " Iteration 2\n", - "\n", - " Calculating sensitivity map\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - " Initial RMS Misfit: 2.65 Number of data ignored: 0\n", - " Initial RMS Misfit: 1.98 Number of data ignored: 0\n", - " Alpha: 211.975 RMS Misfit: 1.00\n", - " Alpha: 196.159 RMS Misfit: 0.63\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.63\n", - " Alpha: 98.390 RMS Misfit: 0.72\n", - " Step length set to 1.00000\n", - " Final RMS Misfit: 0.72\n", - " Final RMS Misfit: 1.03\n", - "\n", - " Solution converged - Outputing results to file\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - " Final RMS Misfit: 1.02\n", - "\n", - " Solution converged - Outputing results to file\n", - "\n", - " Calculating sensitivity map\n", - "\n", - "\n", - " Processing dataset 2\n", - "\n", - "\n", - " End of data: Terminating\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17031501.out\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17040301.out\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17042701.out\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/R2_17051601.out\n", "----------- END OF INVERSION IN // ----------\n" ] } @@ -335,19 +152,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f002_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f003_res.vtk\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f004_res.vtk\n", - "Mesh plotted in 0.13309 seconds\n", - "Mesh plotted in 0.14837 seconds\n", - "Mesh plotted in 0.20758 seconds\n", - "Mesh plotted in 0.15865 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f002_res.vtk ...done\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f003_res.vtk ...done\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f004_res.vtk ...done\n", + "Mesh plotted in 0.18564 seconds\n", + "Mesh plotted in 0.19549 seconds\n", + "Mesh plotted in 0.25559 seconds\n", + "Mesh plotted in 0.20096 seconds\n" ] }, { "data": { - "image/png": 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\n", 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nY/IBmHjR7nrKNedGSvv1DVfNu7zFpJtjEB0jFhMGB9PkfQ1xzm3A4/kSxXxlv99ptjhQuUFl/4pjgJb8D3EGSs7DN7xLmBtLumU6N3Q8LVUPcdzdn5kB3F6t/6Eo7J0gM+XkN5d0H9ZdUBh3KpaZrgyAk3IaiNSU8zk7VYJMvPydAWJpRyA8a0tJFTydTEIqBZl0dSMzOx4jS6XxiSedhtvrhYtAJlOillJJiaXd7+K7jl6jXHXOXpXeBEDMM9n4zstkq/P2I25jMLDLOWHGuz7ud/G/6IgIsYwwMBMsEOW0PgtGdtqpS24Usk67SH5MYSZV1ygnk0I6XS1ucffrJJIVcdGEINsT7vsfpNzfV0TwrESSquSdSLrXazrpvCAkIek24F5dk1NKbrTuKzkvAH6LzB6QmSw5985eSbxLK2lh8GmpOg8gM12iWFIyMyXIJElsnoYB5waIu4PT8UyKzDTOPZ8S/D9RqaRksiVYlSI+XOkKSDxWvsyzo05zM1Sq3BdV1zBWeS68az43FmOkWMkvFhOS7n2ZSfoENB4ntQNIQMq3P+HLM5Oq7B/O9qeJabFZkgLRiOJoBtw3o15hdixWFgmP9DaYC2gIUvXjmYGktlHXkKS2ueWNu6I1WSp/blrH8Vj5rdRPozxqv5ff5JSezDM3XnkDzPjEIwrZgF5Q0PHZ8eAeRNB3mZ2Ila+Rg+u1U1NUeht1eNc7OSXk3F6BbG/+eKWnKL8Re2KQHy1VbUPld1eoqmOQWDQiO6nM+Uxi/t/H+w0Sm6frzvN6Ad4LUXrSEUL/b+/93l4agLivJ4BPaGfHKmJZWw+PubHg+yq1HXIjIV/QWFCWnUBAZSyil5gdi9W96/pFwmsUvMco6IGqJbUNZhs8SGENe2ob5MeaZt8WflHwiCIOtYISlaDrpLUtvosnKl7vxLvmrVphGzX0UC/yfpHw0ntv9s1eCLw6xgJ0cHY8RnprsKiXcU9MTxYoESwOrTA7FiMR9/cKKp+9y14q1d93tecFe7gbi82SFAhJxIhPZEilheQux7QU83U187kC8Uy9DdzfEMR9ZiBvTkRhIluVZm4sUb6A5TelpFRZrL3c/fv8D00y5BfwUqR2uefWto17VDd+IjA7GiNdU1Z6xrdV7RTSkOx0ffp0qrql9Gzzko7VmXgq54QLWdnklKq/CIFtcrr6IvjNg2GNeNC8ey9teqpamObGnHqkajuY6vVGYmSm1Je+OvPMdPUbfdZn2nNr45Tru67edatx8CG93c3blzbt742FvF1DzfVP119/77Dz/T1zWxyIkxiov0kKKwYq1Uh542QCWjWuXJd/bV2aEQtJm/Y9JN6zk8s4ZiWA1A5Ia6J8rdIJn+nJd27Wd59lUq2/bCxHlqRA+MkPJsoi4ac4miG+bTbgjGAKE9nmiRaZWV8jEfRo5UbqzSMA6RqnOK9R8zeyItSYW2B2TKoayH4hXdNDCfsGfsHwm0k8MpOlqtYvPeXZySv7gkx75fQNnBFrr7X/B00H9IK8fY2EIjNVCvyutcLoJ+w+z41VmopaYSyncb+3/2hQz6Y8pNamc6bfvJTa0V4eRjSWvEA0ojiaoZArkJhqLBS9KA7NaGSjjWq3zo0GiwQQSSiCGrbysRbHHJz88oENd1A6j3YNFVWNqFZ6F8FptU4kAmmxMo2unz9NkEiEmSDTU/mW69FIHFodA6k6d6RSlWREsbCxh8VlWQuER2HM7Sj/qdIoFMZ9PqyloAG0zl263Ei4+aTZW1dutHWbebP8gho8Ryiq36b9jUeUxq0dvIY7SCgavRnPv1y3F+p+xdryg3oT7ZXjmu0k+o+YnipVeWuFndvq9fG+o5fz7Gj1OFkjcci7A/VeDyK5rfF1ybv3fKP7OzfiTJgyFo8lKRAiQjqVoFh0G6lMEnzz3/xjAH4baX4v3x3vc5Et50NlgDOWTlS5YiowNyqOJ6vv+Sy7PLrbuWEQ3wT2eMCznIU63/syTUIVpgkWiPxIicT2NifOr2guTLqbel687vVvLBDpJl6GzebnpKcDjgeMZXQKr/w6oWgwxhvJHB9wXbzGP73NFcfRxr2o0HL2SJDaFh62xzvN6zH4xxe88S2h8hbvP14Y8Y1BUWlYysI1UUmb3OEzjda6R68ob5SJu4mSVLvCJuNx597cWT3HIZ2sfPaPNQz4xrDSYYN/RhXL5iqFjUW0Q2609cuWG16QopuSH9FQI3thJPpbfa2YeI1Cu3ZjY3544jBfcqPBIpEbTQQKy+xo8H3g4ReGqHj3YdsvLMaisWwEYqEIE4e50fDXw9wI4SOjEcm38SDOh7CHODcSTSTmRmOkt3XGzNRLRB0XmVcZNeKQ3pZv2otoRNQXnFpxyNe85LQjDtXnO6axxI75meVyQ5CM7m9itMCSFAgRx72tdjYumSSJ6WKVO53f/TWRqLxZJQqV/V7ojPxwHPGblfyunUmfu6xPDXJDVM1SrsWfhwKF4fp0ija1vdZmr0PVb4naZGRSdoaU4JoGkn6hcPcldjRuIHRlnPS2kO+9W4J0A3NHXxHRtNV2M7hbktT2ikjkRpJBlqhKOS0UFDTT3HvZ8ZuQ8sPV9v/CsJIMKUcQSkOOiTbmu68q9ZLqfROQ2BGr8niqekZ9Yb0TVS7ilbwH1G9iSgR+ziR9EzPNxBSJZXeVCgNxmG29u54fDm+i50YEAl6Wc0MR6zRcPU7RCjpYdM+d39ucDhWrtmsFIz9SqhYJKm+UyQauhnOjEioSc6P9LRJzbZga2yU30nm//aBesDNmVk3QSwxAyb0X/eN6Jd99Fd8V/gwVhkukdrZvcioMQqK3AiQsCZadQADkhxIkd0ZvmJqKQwBRxKEwXIrsceQJQSsMDfv73cEF7dgR7MLrCYZfKPKu2alVoWgmEkDLQtFO47xQYrSYwtBpGppGa01KTYShGaXBIrFGIjGkJHa2b27qlkjMFuP8bqp3F7oUkd2BDcDewAzwEE7E7KY24KVzp7dIfsj96lvDb+78sJumuLC29MJw8/z8JqIoIlItBtEZHq4OOVIrGI2EIrG9+mFuJBSNRMI57jMLhDTk822Yl1LD3i61LzSBEywDHCrmKw7+9LFd4b/DfEXCqCAiJwOX4BiFfwE8h2M5fC2wv4h8HfjnRutJdOWJEZEJ4AZgHfAE8HpVrVs+yo15/qC7+ZSqvmah65IfqjR8vsjfFArNb9J2eg/NxKF27CCMoZqGfaGGsP2C4ReLIKHwGo3aQcb8cLhIAA2FwklnDXm7zI02CnDenKjioEPFtu85HSwgTUQitau9b1EYhHSuebplwpnAO1W1bm1Yd4XOVwOnATeGZdCtJ/ES4HuqeoWIXOJufygg3YyqHt5q5jF3HkQY1SGGK5/9A9OFQqUhLPomynlzInLDMbK+/f7BZn9cHW9sQNURhyTxmh6Bu3bAYNHdn6za72dwaM431lBrk66k32Ngp29vtMf4T7vqW4a0u9zpjh2+IdER6h/u8XqRYNz5l6pfqRNWQmr7AntlLcTswFZGdwPIhbww1BUTsQlPbQ+Ko+ScG/Zykqa9Qeq8+1LjDUx7eRSGtOpOE/F6DYnQ71EVcs9XGSn/FxgFmY5XDUb708ZSkNjlhtD3P6N+pxJfpFgvLhNA1tesZVLBn1PJpT/lTlU/0OBYAfh/m+XRLYE4G2fVJIAvAD8kWCB6ktxw+GBafpDA1/lGPYdG3fTBoaD1s6pxBGF+DeQeg5VX/lqxGBqeZeeOik+LDjrC4ReKsN6E15uqFQqvMV1woVgEogrB/MsJuM8WsOj8UOPsCkP1v02rJqVuUBiAxPyC0i4ZROQVOCalVTiNxNPAzap6W5TzuyUQe6jqMwCq+ow7iBJERkQ2AgXgClVtqnjdJD8YvD/oQfOYjzj4ewoLiScWfqHwxjiiCEWQX3tuKLg34W9s2xEL73zV+bec8+xA9AX5SM4TzZyiFwYdKMJMA1PTYKnci2iVKCJRXOJrBonIvwIHAl8ENrm7VwP/XUReqarvaZZHxwRCRO4A9gw4dFkL2axV1adFZD/g+yLyoKr+LqS8i4GLAXbbY6+W6xuVRr2HVgnzTBoang21mEQRhdVZ/3BOtEb3DzPj9WW5QvHsrkqrUtubgHqbcqu9ifLxRXozXy5EEYNamrqwzqdCbVAYLBGfac8cVBjAebUMYKmLg8uZqnpg7U4RuQH4DdA9gVDVU8OOicifRGQvt/ewF87oelAeT7v/HxeRHwJHAIECoapXA1cDHLD+EI0PJ0i4A82JWa16O6yyafrWfcj7liIt+DyXvM/5Qakad/BPxMsNVGy1/klx+YESqZp9quqKQ6JKCBRlcHAOSNY0687WbgM78Y89VA9lKKuy3uoy9TH9m41F7Dvo+AdumqlfKWjN8BzPTVdam/SYc5127fQJxShIrQvjOMEeKa4WJWuEoleXR4/Ss2inMa4rx9f8JkPcNf1VaVamFzupPpP6vcUhp9cQONtCBE1IXR3DsqwKHFiVpj6PuG/thljVM+obXyhW7quqiXK+cQf/Z/+a1MkBJ//ELCSGfZ5yIetWLzFmReQYVb27Zv/RQCS3x26ZmG4B/hy4wv1/c20CERkHplV1TkRW4vjx/q9FraWP/GDn350ccQhmtwY9h1WZKRbKj2m1KzK1QrH7wM4qkQAYHJqtEgmvR+QXCs+8FiQUXgNXKxSdYD4NeDdMT2HmyoWuS7GB+dNDB/p3MqNHIbMsffrfCvyHiAxTMTGtAba7x5rS8JqJyEsi5JFX1QebJ6viCuBrIvJ24CngfLe8o4D/R1XfARwEfEZESkAMZwziVy2WA0AhIzAP17dm4hA2MF0cDA6c1+qkt+bisPCszk61JRLgfL/a3kQj/3av8VZtXywW4g1+ORFFGMAxLZnhrz9R1fuAY0VkT5xBagE2qeqzUfNoJqo/Au6hselxX5z5DJFR1S3AKQH7NwLvcD//FHhxK/k2opARErOtv2XnBwWKC2f70IFgcRgcmgs0sew+sDOwb7AqMxWpz7BP6vmGx5/IrQw9FiYSQJVQtCISEGJ2crGGvjP4HSWi9EIWy1tJB4rIdGNzT3FAiU+bTLWLKwhVoiAiL1LVR5ud20wg7lHVlzdKICLfb17F3qAVkYhqUgozBRQHo4tKmLfS7iE9h2a9hmai4GddanP5c5BYRDU5DQ45Js1mJieIJhS9RiNPtIXCv5p5oo24REF1bOcK94MrqzFvvgusbZaooUA0E4eoaRabmAjpZKImIqT7OQ1aiJOYcR6muG9hoGTC+ZzPClI1SO1bPMg3MF0slSi448H+QehiSSkmtGp/ecJcIl41YKyqZOOlujwUSMVSvq0KyVg6YK+ztSa1BSd+bLmAwDyC2D+9g6dckagd1F43MM3Ts9VLiK0emmNzjckpM1Jk566aQfKRgAFsADe7dl0ZW6EwOL9wKUHvuLIAAwKhOdT7CjQts7JIT+vnejg93OpJcK0MQNeVif8Z9P5XP5eSitftj/siuMZjQrzoOpz4J8rVLh7k4h+kTvsGwf37/RPregkRuQZnhvNzqnpIwPFR4Ms4jXsC+N+q+vmQvD4ZVgyhd1g1kcdtRORQHFNS+RxV/UbU83uNQta9GXdAwW1P8xHCa1TlMdA8jR/NRm+kVmaD3Vj2yoQteOyJw/xYm9pcFola9s5sqxOJlQM760RicHCOXbuq/QiDTE4eXuO9EEIxXyFYzoSZP41F5VrgUzhzF4J4F/ArVT1LRHYDfi0i16lq0CjrRcD7gCATxYVRKhNJIFxVOxR4mEpgawX6ViA8CsHBTOdFcaBH/TUjsja1mSdz0aNTtiISENKbILhxDxINE4GFxYShd1DVO0VkXaMkwLA4XbYhYCuhsz24B3jIHc+tQkT+Nkp9ovYgjlPV9RHTLgsKAwSuAdEqAw1cW2vpdO/Bzz6pzTwZ0JMI6kWEESQS0Lg3UYuJQecoZYt9M3u8mFXiM31S2c7yKZxpAk8Dw8AFDcJ2n0fIfAdV3TdKYVEF4i4RWd+um6nRGiuz0wsWnXU+tCISQb0IaCwSEN6bWAzaWWOjms41WM08e9qhlLWeQicoFuJs3RLZ/W6lGz7I42p3km9UXgHcD7wc2B+4XUQFr7slAAAgAElEQVT+Myhkt6pubSHfQKIKxBdwROJZHHuWOOXrofOtQD/SaOyhOKCBPYtWxh9aZW1qc8cEpZMiAZ0XivmLQHcINfsEvPJ7YuKdE3YvzC8QuLFAbFbVo+Zx/kU4c8IUeExEfg+8CKidLV1GRB6k/rbYBmwE/sGddhBIVIG4BngzztoMPd/nF9eLyT9dPxYSJjjp+5xPBHsuFXxT/edSpfJ6wEWf15EXdqOYVIrqDwPu5uFb79rvIZSJ+9KW9xVR6vcnYxn8v7P3KS7Z8FAa0syLqbm0JGP1oTvA72VVYe+hHFtmKgrq5Z4eKTEdIhIAjDj/ZHp+A9U6UHt7Rs9vsZrPhfB+Al+DX46pGHPzD0vfII+G54WlCfASrCmnymPJPVIVbn8uXo7v4fdc8p/neSvFikIy9Dn2h93whwEP9mLyp+kznsKZQ/afIrIH8ELg8SbnfBsoAl9xt9/g/t+OMyh+VtiJUQXiKVW9JWJaY5mwV2YbzwSMR6zITleJhMfA4FxjkaC6gW8mFvViYBj9jYhcj7MUwkoR2QRcjiuhqnoV8D+Aa91egQAfUtXNIdl5bFDVDb7tB0XkJ6q6QUTe1OjEqALxqIh8Bfj/8LlM9bObazsUMixo/yk7kOvZAHV+Vie3sik/sSB5RREJDxMAY7mhqg3dT90Apqe3mO2QiByrqj8HEJFjcDygINwDCoguEFkcYfBXbEm4uS4kxWwftPYLTKu9CGhNJAzDo5TRecVUW8a8A7hGRIZweh3bgbeLyCDwT41OjCQQqnrRvKvY5xQyzdOEoZniwi0a3UesyE6zuYFIAD0lFK24HLdLL31fY3mgqvcAL3ZnYYuq+mP1fK3RuQ2NvO4iPA2Jksbof1Ynwz3mGs3PCJsR7rEYjXJQmUF/i1b2QPCfYXQCERkVkY8D3wPuEJF/dsWiKc16EJeISKMBEMFZlagVP96OExNIJxMkfB5Cfo+HfNHvCeHzbAjxXMolK/n4YzEV/IsHaYmiF5fJt7+oiibjdQsGAWTiUCJof6puISGAVCxT463kxpOKZatW2wn2aKo/LyrqekJ5MaCCSMUCl5oBIBMPPwaQGXGu18x0sLfUQpAd8NsmGtenEQvhKhqWQ8Zdt3x6OhXJ0yk05lKTRX3C4ikFJibcKyksFlOsyuup3tOpKuZSqfKc+b0O4/40vv1p8S8e1JpHk3+//9xlwDXAQ8Dr3e03A58Hzml2YpRw36EuUC63NyuknymmiTQwXZyHCWq+PJMfY6/EZPOEXWIiM83W2eaBq7IDuQUViWpR6B8GBnJ4ze/MTOdEs9vIbGzx1zBdnuyvquf6tv9ORO6PcmKzaK4dGXsQkfOBv8VZFOgYdx2IoHRnAJ/ACab5WVW9ohP1MebPHunt/GluZN75eI16u0LRr6IQRjZb+T5LWSyMjjIjIieq6o8BRGQDMBPlxG6twvcQTvfmM2EJRCQOfBo4DWe5vHtE5JbFDPfRTwubP50fY+9kZ1aXWwii9iI8/A19I7FYaoLQCE8sTCiMFvkL4AveIDVOgL+3RjmxKwKhqo9A0xmlxwCPqerjbtqvAmcDiyIQ/SQO/UKrIuGxnEQgCp5QiHR23MZYGqjq/cBhIjLibtfFbQqjl9fxXgX8wbe9CTg2LLHrTXUxwJ57r0KTUCpBLN96waU0zsT0qOkzwWtPLzTPzw2zMh35t11Qns6PN02zUGYmIzrzNcn1G8W0Ep+zgYsoiMh7Q/YDoKofb5ZH1PUg0sC51C8Y9PcNzrkD2DPg0GWqenOUYgP2hTbDbkTEqwEOPvQwTScSJEolSECsAAWfR1PS58VUqIq/FKfkOrjk/Z5IoZ/dVeNSWuPRpFWfNVmq2weQTkjZcwkqHk2ZuFbt93slpWL+0XC/BxRsLmbZI7mNII+lKs+mlqdvK0kJGoX35eP+WpkaT6daj6q9BgpMznZgEY4FZj7xklo5M5JXVIQYSVk3HtPsTLI6z5DV4IKylhY9lPwf/fsDV3L05eN5KEkpVu3RFMGLKSGxcnixMK8kv0dT9apz/lXqloUX03DzJI2J2oO4GSf6370Er05Uh6qe2m6lXDYBa3zbq3FioLdMKeH2JhpOKqcsDt1m21yGkVSkMSTDqCKTzTPXB2MUMrcsGuiuoqp/N988ogrEalU9Y76Ftcg9wAEisi/wR5wIhG+cT4Yl79v6zEdVorDIkaHnZpOk0q3Z17fkhliR2hl6/E/5Ufbo4cFqgPHMTF/0IvqVTDbHbB+IhNFZROQjwKdVNdAHXkReDgyo6jfD8ogqED8VkRer6oNt1DOoYq8D/g3YDfiWiNyvqq8Qkb1x3FnPVNWCiLwb+A6Om+s1qvrwQpRfJQpLMB6cIxLhs5tb5Zl8pPXNjR7CRGIRKQqxyR4xP1TzIPBNEZkF7gOeBzLAAcDhwB3A/2yUQVSBOBF4q7s4xbwXDFLVm4CbAvY/DZzp274VuLWdMhaLUro3gywtlEg8W4i2vGirWC+i82SyOWZnTSSWK+5Y780icgCwAdgLJ1Dfl4GLVbWpHTuqQLyy7VoaC04zM5NHP5ibjM6SzeSZme2tt9v5jj9oCsQ8n1shrarXtnNipF9KVZ8ExnDCbpwFjLn7jA6xbW5hYnc8m2+/B9Cp3oPHeMYG4heDbKYNX29jKXGViNwtIv9NRFqyF0cSCBF5D3AdsLv792UR+cvW62l0g3ZEotPiYBjG4qCqJwL/BccrdKOIfEVETotyblQT09uBY1V1F4CIfAy4C2eguecQETLJRNWcBf88hELAXAbncykkTfD+QiL4XP+a1CUFkqWafZXzEomKv7fWRHbNxoP2uxE/C2nGUsGhtIPmUEwWHXv/bontvnWqnRT+tM+7wpCU+jkOtemD9qbjUWzelTyyid6xkc9n+tWCRHkNmXvRbtRW/9mxRLKcOmy+Q1gEVwmZ4xAa5TVkHoQ3tyFGvG6fk9Y/fyF8HoRXRmiakHkQVWvUL9C64P2Cqv7W9WraCHwSOEKcH+rSRiuDRhUIodoJtIjFYexLni+MUCsKC8WW3OCC5WUsLOlMnlyPjUUYi4OIHApcBLwKJ/r2Wap6n+s1ehcNVgaNKhCfB34uIp7n0WuBz7VfZSMKO3JphlPh8xInc4OMh/Qi+oWx9AxTc+bNtGzILUyIb00qFO0dNSKfAv4PTm+hPPCnqk+7vYpQog5SfxxHgbYCk8BFqvqv7dfX8MjN9XI4LMMwlgDfUNUv+cXBHVdGVb/U6MRmS46OuP8ngCdw/Ge/BDzp7jO6zKSZdQzDaMxbAva9NcqJzV5fvwK8GicGk99YLe72flEKWYpokkWJ4Lojl2YoNdswTS+Ymmz8wTB6CxG5ECc80b4icovv0DCwJUoezVaUe7X7f992K2kYzbBxiGVCbmED9JWS7YXzX0b8FHgGWAn8s2//DuCBKBlEDff9PVU9pdk+o3tszQ0wkZrudjUMw+gR3MnMTwLHt5tHQ4EQkQwwAKwUkXEq/gcjwN7tFtppYiKkE4nqtRZ8n4v+/SFzHKrSB8yb0GRtev88CK1OX7MeRLFmnkIyES9/Di4/xVAyV5emdr7DTDHDaHKGQDdW/3IQAetF1CSp2wo81/04mR8oz9moz78J7ncYiDR/otO05hUTxZW+2fyI0DkOETIPnQcRkk8ymajbF2W+g5/qeRDN14CongcRc/cFr/sQi9WnhcbrRHiHwuY4+OdB+PPv1XkQInINjln/OVU9JOD4B3AmvYHTfh8E7KaqWwPS/lhVTxSRHQQMEahq09W9mvUg/ivwVzhicC+V+2k7znrRxgKQzydIJpssVmEYRh2lRPN1XvqMa3HcUr8YdFBVrwSuBBCRs4C/DhIHN+2J7v+2Fw5qaBRU1U+44w/vV9X9VHVf9+8wVf1Uu4X2O9rD84225RfXlj+Zb32NacMwglHVO3GmE0ThQuD6ZolE5BMi0paZKdIYhKr+m4gcAqzHiSfu7Q9UuWaIyPnA3+J0j45R1Y0h6Z7AGVApAgVVPaqd8pYCO/MVM1MzpvJZxpKdD4Rn4tA/zM0luhr6QPJisRccVoqIv7272l0uuSVEZAA4A3h3hOT3AR8VkQNxllm4IazNrSXqIPXlwEk4AnErTvjvHxPSDYrAQ8A5wGcipD1ZVTe3Wc6yZbFEwjC6TSkB8S4u/CUFSG2J7KG1eYFedM8CfhJmXvKjql8AvuDOXTsX+JiIrFXVA5qdG/VbnQecAjyrqhcBhwHpxqc0rPAjqvrrds83ojHVQXPTVM56D4bRRd5ABPNSDS8AXgSsAx6NckJUgZhRJ4xowZ1d/RyLM0lOge+KyL0icvEilNeUTo0/5PPNO3M78617+mzrQENu4mAY3UNERoGXATdHTP8xEfkt8PfAw8CRqnpWlHOjBgLa6C408X9wvJl2Anc3qdQdwJ4Bhy5zl8KLwgY3oNTuwO0i8qg7iBNU3sXAxQCrVq+OmP3yYFtugNHk/OdITOYGWJTp44bRIhpXZAkE7xOR63HM+StFZBNwOZAEUNWr3GSvA77rLb8Qgd8Dx7djqo86SP3f3I9XichtwIiqNpyJp6qntlqZgDyedv8/50aSPQYIFAh3oOdqgEMPP2LJtmI7cymGUq2vt+iZm9odl5i0XkPfMmcBIfsGVb0wQpprcdxhGyIiL1LVR3Fe5teKyNqafO5rlkfUQeqbgRuAm1X1iSjnzBcRGQRiqrrD/Xw6ThcpyrmkE/Hq6WAaPMHMt15Q9aI+peCJbcVY8IS4UilkopwqxEuUQibB+T/HE5XZZqWQCXElVQbi9RPrghYJ8n/2js+VHCe04eSsd2LgeR7bC5mqxYv8hKtw/ZFGir0zl2Iw0Z2+SavvnJEWBmqSpNUJbuFZR8snVap+zMMW/ala6Md3xF+V8DT1CwM5+QtSEEhV0sRDJsQFLS4EEAubKBeQRoo15YdM2osyEXEJ8F4cq8o/BxxT4OXNMoj6avFx4ALgn0Tkbhyx+KaqNo4iF4KIvA5nNbrdgG+JyP2q+gp3AYvPquqZwB7ATe4PmQC+oqq3tVOeUc+OvCMUniiMJJyfcnvBG9hesp0ww1gWqKo3bvvK2rbajZLRlKgmph8BPxKROI7qvBO4BifkRsuo6k04/ri1+58GznQ/P47jLdUzaFw72m7m83GSyWLTdNP5JAPJhY1Str2QMUkw+h6NA110ee1Rfgq8JMK+OiIbJ0Uki+N7e4Gb8RdaqKBhGF0gn7Pxh+WKiOwJrAKyInIE1bH0Ig0qRh2DuAE4FrgNJwbTD123VyMKxRjEm/cMWmE6nyQbcWZ1L7Mz1wtB+oylhMadsQiDV+AsDLQaZxzCE4gdwKVRMmhlTeo3qqpddsMwjD7AN4P6XFW9sZ08ok6UuxP4sIhcDSAiB4jIq9spsF/ReO9Z6KfzPRw1MALWe1j6SKE73kIa4HW3jFktIiPi8FkRuU9ETo9yYlSB+DyQA05wtzcB/9BGRY0m5PN2ZxsLQ5TZ+cay4G2quh1nqsDuwEXAFVFOjCoQ+6vq/wLyAKo6g8Vm7An6vRdhGJ3CehFlvLb6TODzqvpLIrbfUV8xcq4XkwKIyP7AXKu1XCxiAplkwj8HrIpSyOQw/6Q5/8SzovjTBK86V6pdRc7b7+ZfigVPwguaQJdIFKvzbjBpDiATT0DIRDxvf/WesAl2YYRMwgs9oflEuel8kqFEi6vPdYnQiW1tryjXPL9Ik+mQwAPe/gLxmjpKfR6+jbCJb1FWl/OfW7U/Xj8RLmxCXPVkO/+KciH18pUZlkYQpOTt99d+Wb3f3isi3wX2xRkqGCaiM3BUgbgcx4NpjYhcB2zAGR03eoDZQoJMwlZvNwwjkLcDhwOPq+q0iKzAMTM1JepEudtF5D7gOBzpfY+t0dA5CoU4sXhr6yjOFJJk+0QkzCzWeQo2llVGY5R7EcsJXyymw91d+7UaYqShQIhI7Uy7Z9z/a90FJ5oGezIMw+g2GgPpkDUzVoDMls7kPU86HospKOOWCjAWj37oRVjvwegWKp0TiV7Ei8Wkqie3m0dDgZhPxksFjXU2/pJhLFmKvbcO9XITCQAROR+4zY2M/RGcUEn/Q1V/0ezchm6uIvLBmkL8x/5nm/U1IlAotGdDnin07hu69R4Moyt81BWHE3HCb3wBuKrJOUDzeRBv8H3+cM2xM6LXz1hMZovWEC9nbIC6MdpjvZpFwAuR9CrgP9wVPSOFMWgmEBLyOWg7MiJypYg8KiIPiMhN7nKmQenOEJFfi8hjInJJu+W1i8aWWV+0g1jvwegpYur8LQ/+KCKfAV4P3CoiaSJOkm6WqH7GVfh2K9wOHKKqhwK/ob53grv2xKeBVwLrgQtFZP08ylxW9FIvYrqHzV6GsQx4PfAd4AxVnQImgA9EObGZQBwmIttFZAdwqPvZ235xu7VV1e+qqufo/zOccLS1HAM8pqqPq2oO+Cpwdrtl9iPtjkN49IJImDgYRndR1WngOeBEd1cB+G2Uc5t5MS2GMfNtOEuY1rIK+INvexPOmhRNcdakToR2cTQ8RkSZUkh4iVLIetal0DWv3VAbErxmdXjezud4vFT1PULLCakvmiEVL4SGyAgLdRG0rrW7ESF9hbh7i4WX0z5RfseFWHs4Sg6ha1UH7O7EmtTep2IxjqT8KerDcYSuSR0SLsNPLCQER6wmvAUApeB1oOMR1okODd0h9d8nat3DQowsdUTkcuAo4IU4gVeTwJdxImI0pGPhHkXkDmDPgEOXuYMkiMhlOGp2XVAWAftCWwQRuRhnUghr1q5tub4dp4v+dbligmR88edHzBUsmqhh9ACvA44A7gNnaWc3HlNTOvYEq+qpjY6LyJ8DrwZO0eBXwU3AGt/2auDpBuVdDVwN8JIjj1w2o0+9iomDYfQMOVVVEfGCrQ5GPTFquO8FRUTOAD4EvMa1jwVxD3CAiOwrIikcl9tbFqN+veQGVywuzE80V1y8BtvEwTB6iq+5XkxjIvJO4A7gs1FO7IpAAJ8ChoHbReR+EbkKQET2FpFbAdxB7HfjjL4/AnxNVR/uUn2XBIshErOLKERGD7MMg+MtBCJyjYg8JyIPhRz/gNtm3i8iD4lIUUQmGuWpqv8b+DpwI844xN+o6iej1KcrT7OqviBk/9M4i1p427cCty5WvZYDc8UEqVhrkWKjYMJgGAvCtTgv0F8MOqiqVwJXAojIWcBfq+rWZpmq6u040wsQkbiI/BdVDRr7raJbPYiepZfMSx4LZWbymCvGmSsunIOaiUNvUFzA39ToDqp6J9C0wXe5ELg+7KC7DvWHReRTInK6uyb1u4HHceZGNMWe7GXMXDGOAukW157wMGEwjO4gIgM44Y7e3SDZl4BJ4C7gHTiT41LA2ap6f5Ry7Ak3ymMTUYXChMEwKsQKMPB85EGXlSKy0bd9teuB2SpnAT9pYl7aT1VfDCAinwU2A2tVdUfUQuxJ99GL5qXFxG92qoqxEmndasMwIrBZVY9agHzeQAPzkkt58pOqFkXk962IA5hA9A3FYox43FxDDGO5IyKjwMuANzVJepiIbPdOA7LutgCqqiPNyjKB8FjmvQejv7EB6qWBiFwPnIRjitoEXI4TGgNV9dZweB3wXVXd1SivhQiVtCQFIubGYmoJCY/tE2ZuKYXEKKqOr+T913KojbBYSKUQU463PyYaGnMpzAzknRsaCynkvLDYTYSVH5h78DWNZqbqtjGr+RtDWIpocZS8faG5+PILTu8/sxSPRU4vIbGYqmMYhcVZCk4vNfUVz17rO8GLr1QVcymsrmHxoiLs9xMWl6lXUdULI6S5FscdtuOYm2sfUVrugySGYSwqJhCGYRhGICYQsHjjD9YDMAyjjzCB6DNKJRMZwzAWBxMIwzAMIxATCHshN4wFRcyUumQwgTCMPqdUssfY6Ax2Z/UhNg5hGMZi0JWJciJyJU6wqRzwO+AiVZ0KSPcEsAMoAoUFimHiK2BBczMMw1hSdKsHcTtwiKoeCvwG+HCDtCer6uELLg6GYRhGQ7oiEKr6XXdJUYCfAasXvRJ93nswM5NhGJ2mF2IxvQ24IeSYAt8VEQU+0yhuuohcDFzsbs7F47HANV17nJU4Mdv7kX6te7/WG/q37r1U7326XYFepmMCISJ3AHsGHLpMVW9201wGFICwtVE3qOrTIrI7cLuIPOouyVeHKx5Xu/lu7EeTVL/WG/q37v1ab+jfuvdrvcOIFZTs87luV6MjdEwgVPXURsdF5M+BVwOnaEgYVVV92v3/nIjcBBwDBAqEYRiGsbB0ZQxCRM4APgS8RlWnQ9IMisiw9xk4HehHs5FhGEZf0i0vpk8Bwzhmo/tF5CoAEdlbRG510+wB/FhEfgncDXxLVW+LmH87a7z2Av1ab+jfuvdrvaF/696v9V52SNgiOYZhGEZzRkZW69FHvStS2u//4NJ7+2n8xWZSG4ZhGIGYQBiGYRiBLCmBEJEzROTXIvKYiFzS7fpERUSuEZHnRKSvBuFFZI2I/EBEHhGRh0XkPd2uU1REJCMid4vIL926/12369QKIhIXkV+IyDe7XZdWEJEnRORBd+xxY7frYzRmyQiEiMSBTwOvBNYDF4rI+u7WKjLXAmd0uxJtUADep6oHAccB7+qjaz4HvFxVDwMOB84QkeO6XKdWeA/wSLcr0SYWPqdPWDICgTNH4jFVfVxVc8BXgbO7XKdIuJP/tna7Hq2iqs+o6n3u5x04Ddaq7tYqGuqw091Mun994bEhIquBVwGf7XZdjKXNUhKIVcAffNub6JPGaikgIuuAI4Cfd7cm0XHNNPcDzwG3q2q/1P1fgQ8CpW5XpA288Dn3uuFxjB5mKQlEUPS6vngj7HdEZAi4EfgrVd3e7fpERVWLqno4TrDIY0TkkG7XqRki8mrgOVW9t9t1aZMNqvoSHFPwu0Tkz7pdISOcpSQQm4A1vu3VwNNdqsuyQUSSOOJwnap+o9v1aQd3LZIf0h/jQBuA17hrpXwVeLmIfLm7VYqOP3wO4IXPMXqUpSQQ9wAHiMi+IpIC3gDc0uU6LWlERIDPAY+o6se7XZ9WEJHdRGTM/ZwFTgUe7W6tmqOqH1bV1aq6Duce/76qvqnL1YqEhc9pThSPRhE5yfUCe1hEftTJ+iwZgXDXl3g38B2cwdKvqerD3a1VNETkeuAu4IUisklE3t7tOkVkA/BmnLfY+92/M7tdqYjsBfxARB7Aebm4XVX7ymW0D5lP+JzlwrU06Mm6LzX/jhPH7mDg/E5WphfWg1gwVPVW4NamCXsMVb2w23VoB1X9MX269JKqPoAzqN63qOoPcUxjfYGqPg4c1u169DKqeqfr8BHGG4FvqOpTbvrnOlmfJdODMAzD6ANWishG31+rnlwHAuMi8kPXE+wtnaikx5LqQRiGYSw2ki+SenZH1OSb5zlBMAEcCZwCZIG7RORnqvqbeeTZsDDDMAyjP9iEIzK7gF0icieO2a4jAmEmJsMwjP7hZuClIpIQkQHgWDoYcsV6EIZhGD2C69F4Es5YxSbgcpwwMKjqVar6iIjcBjyAM5P+s6raMVdhEwjDMIweIYpHo6peCVy5CNUxE5OxeIhI0TfB55ci8l4RibnHjhKRTzY4d52IvHHxaltX9owbt6mV8y5wQ8/b/AqjLzGBMBaTGTfM88HAacCZOF1oVHWjqv73Bueuw/EB7xa/c+M2RUZVbwDe0aH6GEbHMYEwuoI7wedi4N3icJL3pi0iL/PNzP6FG57hCpzBuftF5K/dt/r/FJH73L8T3HNPcn3Evy4ij4rIdW5IEETkaBH5qdt7uVtEht2IrleKyD0i8oCI/NdmdXfLflREPisiD7llnCoiPxGR34qIxRcylgQ2BmF0DVV93DUx7V5z6P3Au1T1J26k2FngEuD9qvpqANeD4zRVnRWRA4DrAc+//AjgYJxgjT8BNojI3cANwAWqeo+IjAAzwNuBbap6tIikgZ+IyHdV9fdNqv8CnDAHF+OE6ngjcCLwGuBS4LVtXhbD6BlMIIxuExSq4yfAx0XkOpywApvcToCfJPApETkcKOLMMPW4W1U3AbjjBuuAbcAzqnoPgBeWXEROBw4VkfPcc0eBA4BmAvF7VX3QzeNh4HuqqiLyoFueYfQ9JhBG1xCR/XAa9+eAg7z9qnqFiHwLZ4ziZyJyasDpfw38CWeSUAynl+Ex5/tcxLnPheD1QQT4S1X9TovV95dR8m2XsOfKWCLYGITRFURkN+Aq4FOqqjXH9lfVB1X1Y8BG4EXADmDYl2wUp0dQwokoG29S5KPA3iJytFvGsIgkcKL//oU461ogIge6oagNY9ljbzrGYpJ1TT5JoAB8CQhaR+KvRORknLf/XwHfxnkzL7ihoq/FCXl8o4icD/wA2NWoYFXNicgFwL+56z/M4KwB8Vkck9B97mD289j4gWEAIDUvb4Zh1OCGX/6mqra8JKmInIRvcN1Yeoxm99IT9r0oUtrbHvmne+cZrG9RMROTYTSnCIy2M1EOp6cz2ZFaGUaHMROTYTRBVf9A9XrnUc+7Ace11jD6EutBGIZhGIFYD8IwDGM+5PLoH5/tdi06gvUgDMMwjEBMIAzDMIxATCAMwzCMQEwgDMMwjEBMIAzDMIxATCAMwzCMQEwgDMMwjEBMIAzDMIxATCAMwzCMQEwgDMMwjEBMIAzDMIxATCAMwzB6BBG5RkSeE5GHQo6fJCLbROR+9+9vOlkfC9ZnGIbRO1wLfAr4YoM0/7lYC1BZD8IwDKNHUNU7ga3droeHCYRhGEZ/cbyI/FJEvi0iB3eyIFuT2jAMYx6IyG3AyojJM8Csb/tqVb26Jr91hKyBLiIjQElVd4rImcAnVPWAtioeARMIwzCMHqKRQASkfQI4SlU3d6IuZmIyDMPoE0RkTxER9/MxOG34lk6VZ15MhmEYPYKIXA+cBKwUkU3A5UASQFWvAhwYBL8AAABUSURBVM4D/kJECsAM8AbtoBnITEyGYRhGIGZiMgzDMAIxgTAMwzACMYEwDMMwAjGBMAzDMAIxgTAMwzACMYEwDMMwAjGBMAzDMAIxgTAMwzAC+f8BdJF1tZ44A0EAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] diff --git a/jupyter-notebook/05cross-borehole.ipynb b/jupyter-notebook/05cross-borehole.ipynb index f7bfb55da4790b5dcc37f410dc7947bdf79c80de..3912f12f9302ca677df2f8eadfc27c4b06150a1c 100644 --- a/jupyter-notebook/05cross-borehole.ipynb +++ b/jupyter-notebook/05cross-borehole.ipynb @@ -25,14 +25,15 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "['06forward.ipynb', 'IP_NB', '.ipynb_checkpoints', '02dc-topo.ipynb', '01getting-started.ipynb', '07Mesh object example.ipynb', '04batch-inversion.ipynb', '03time-lapse.ipynb', '05cross-borehole.ipynb']\n" + "API path = /media/jkl/data/phd/tmp/pyr2/src/resipy\n", + "ResIPy version = 1.1.5\n" ] } ], @@ -45,7 +46,7 @@ "import numpy as np # just for parsing the electrode position file\n", "sys.path.append((os.path.relpath('../src'))) # add here the relative path of the API folder\n", "\n", - "from api.R2 import R2" + "from resipy.R2 import R2" ] }, { @@ -57,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 2, "metadata": { "scrolled": false }, @@ -66,7 +67,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "Inf or NaN: filterData: 0 / 407 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 407 quadrupoles removed.\n", @@ -83,7 +84,7 @@ "0 polygons added to input file\n", "0 boundary(ies) added to input file\n", "writing .geo to file completed, save location:\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "\n", "parsing gmsh mesh...\n", "\n", @@ -93,11 +94,11 @@ "0 element node orderings had to be corrected becuase they were found to be orientated clockwise\n", "\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.87090 seconds\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.81630 seconds\n", "Writing .in file and protocol.dat ...\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -106,7 +107,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -152,8 +153,8 @@ "\n", "\n", " End of data: Terminating\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", - "Mesh plotted in 0.04738 seconds\n" + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", + "Mesh plotted in 0.16183 seconds\n" ] }, { @@ -170,7 +171,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -183,8 +184,8 @@ ], "source": [ "k = R2()\n", - "k.createSurvey('../src/api/test/protocolXbh.dat', ftype='forwardProtocolDC')\n", - "x = np.genfromtxt('../src/api/test/elecXbh.csv', delimiter=',')\n", + "k.createSurvey('../src/resipy/test/protocolXbh.dat', ftype='forwardProtocolDC')\n", + "x = np.genfromtxt('../src/resipy/test/elecXbh.csv', delimiter=',')\n", "k.elec[:,[0,2]] = x[:,:2]\n", "buried = x[:,2].astype(bool)\n", "k.createMesh('trian', buried=buried, cl=0.5, cl_factor=20, show_output=False)\n", diff --git a/jupyter-notebook/06forward.ipynb b/jupyter-notebook/06forward.ipynb index 35dd7d378e8c5f02549aa6e2699123192872de07..6fb1c74090cba8f613a8eac8308816f18e80d6a4 100644 --- a/jupyter-notebook/06forward.ipynb +++ b/jupyter-notebook/06forward.ipynb @@ -17,8 +17,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "API path = /media/jkl/data/phd/tmp/pyr2/src/api\n", - "pyR2 version = 1.1.4\n" + "API path = /media/jkl/data/phd/tmp/pyr2/src/resipy\n", + "ResIPy version = 1.1.5\n" ] } ], @@ -31,7 +31,7 @@ "sys.path.append((os.path.relpath('../src'))) # add here the relative path of the API folder\n", "\n", "import numpy as np # numpy for electrode generation\n", - "from api.R2 import R2\n" + "from resipy.R2 import R2\n" ] }, { @@ -43,7 +43,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n" ] } @@ -111,24 +111,24 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "computed DOI : -3.67\n", + "computed DOI : -7.67\n", "trian\n", "Generating gmsh input file...\n", "\n", - "doi in gmshWrap.py: -3.666667\n", + "doi in gmshWrap.py: -7.666667\n", "adding surface points and electrodes to input file...\n", "probing for boundaries and other additions to the mesh\n", "0 polygons added to input file\n", "0 boundary(ies) added to input file\n", "writing .geo to file completed, save location:\n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "\n", "parsing gmsh mesh...\n", "\n", @@ -138,13 +138,13 @@ "0 element node orderings had to be corrected becuase they were found to be orientated clockwise\n", "\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.09649 seconds\n" + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.20637 seconds\n" ] }, { "data": { - "image/png": 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\n", 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LpLMhMtkYieQm75/8GVX+PSyu9lPiakUURdz2Zibn3yYcCWDU2T820dzWZl557++pr76AyfnXSKYjyHIWhTy5fJb5xVHKSxrpHX+cAu8uIAoq4vEQ0c01VCoQl0RKXbvRqA1o1AbiiRAjU69s041WbSKZ2sCgt6PRGDjY8R2O9D+AQeOh3HtWD4Ig0Fh5NTNL73Bm9Cky2TiNNRfTXXnntnanMhuYjO7idXfT1znc+yMsxkpKnZ3ML/eysHYUlagCQUQjGegZ+jmKAj7PQfRaOxOB19lMrrKr4bZiOR89duu0FjrqvszJoYdRSeqioQcod+8lGHqcYGgctaQjld5kYPJptBojrbU3MiI9y+6mu9iIBZhefINYIogkGpiaO47NUkYykaA/9AypTJhcPs16aAmvqwGd+uxmI5PdRKezsrYxxsj0y3idDRh1JSyvDzIx9yeMBhc+zwFkJU/P0K9or7uRXC7F3GIPkcQMyVSY4HqAat9+DLqzTu+PbuVWQ71IopqcmGE52Esqt0E2lyAaW2ctPM+V5/2w+KzJ6CaWmC1e7229i5fe+X9QqVScHPkFiiwjKzKynEeWZVQqDScHf08yGSNsW+Zg573otCb+HHZLOVMLr5DPZ+kf+x0HtvjrTC7FdOBdVtcCRGPrXLb/vxZl8nIOUTg7P0rdnYxMv0Y+lynOcZ3Gil5bgsvezJvH/gGTwc3RvvuR1DrctgZ2NX6VlVAvKsFEqbuFxdUhJudfJ5EKEVwPYDG5KHXtIpONF/teFCXslgrCkTnG5v7I/j/zJ4miREv1dQxMPQ2yQFX5hayEBpleeA+91sa+1nsYnH6G9rovEwyP0D/5W1LpKFZjNYNTz6HVGD62cBoNDgRRzYnBX1Lu2V009ABlrt0c7b+fuopLGJ19cdtYPhd8psb+08Kgc5JMJAiuzaKWdCQzK7gddZgN56PTWhAEgQ/O/IhdLdchIFHjuwBZzhGLB9lMLTK/epK18Dyp7CZdTTdT67+o6LQcmXmeppqr0WpMjM/9keTsBs3VNxBPrnJq5DH2td69LYLGaHCQzhScTuHIHINTv+fyA/8XIzMv0NV4J5HYEoGVHmLxRZbXZhBUOdYHh8jl82glIxq1FVHR0jv6e6rLD3F65DFS2RgqQUAlqREFNStrEzhs5WRyIaxmL1pNA3qtldGZP7ImTFPu6iaZWaVv4jfk8kmy2Qz5HLx94n9SUbabY/0PgqCglrSIoga1ZERBJp1OUebejdnkLQ6mmaV3MGhKiCXm6aw/e1pIJNeJbj6O27mbpsprWVkf5dTIo0gqNYnEJu+d+hEX7/3P23Sj1znYiAXO0giSjrbam3nr6D8Sis4wv3oYQRQREBEEVWHXGl9DrzXjsXV8rN/VkrboCAMQRZHm6ut5+/iPiGzO4C/dza6G29FqTAxN/BGHrYoSVzPJdJTltVNMzp0gm01w3SX/fVu5f86VWkwlaDVWllZHOT36KKKgQlRpMOqcOK31nBj4NYIgIqn+SFvdl4pH70JZAnZLBXZLBbKco2fwUWLxEDqdGZ1Oj82yB6PeiVpt4Fj/T6kuP8jw7LMkkmEsxgrycpa+sd8AIoc6f8BisAdZVlFXeUGhH1IbjM3+kZXgDOlMHI1ag1ptxmauoNZ+KYoCi5ajWE1+jg8+iEHnoqX6i4BCOhOnf+IpjHo3F+7+Txzrf4C6ysvQaS1bJ96f0lD5OY723ce+tm8jSRrMBg+r4b7i+/UMPsy+zluZDLxLY8X1mAwfWVAUmURqg5NDjyCp1HhdLUzOv0omFyeXT5PP5dDrnDjMdZS6W8jmMvSOPYnd3MCZkUeRlYKx9jjacNhKqPVfyOG+H9NceS1Oew15OYtAgUefWz7G/MpxDu26h9GZF9nTcjeynCeeDBFPrrCweoaN2AqZXJILd3+/eMIBkOUsWq0OUZTwlXQgqfNMBt7D46yi1v85NqKzzC4fQRAU1CodFlM5FkMNxwceobX+ChBVJFNRMrkEuWySbK7wF4kEiWwuk8xsYDX52df6rW3zQRREvI4WvI4W8nKO3pGnWAstYDU76R37NQgCAsJWXINAOrPJwtIokCMYHsZlbcZftg9JlCh1tTIZeBedxoROa0GW5Y/Nl7+Gvyljn0yH2EzOU+nrxOfZy3jgdXY3daHXFbi5sZnXqCw7QJmrm2ODD1HjuwBRlLCaS5GVJOlMlCp/O0a9h/nVY9gtlcWyNxOrWE2lALTX3cJmYo1Tw4+xFgpQ7m0nFJ3D5ajfttLm5AzzKydZDJ5kf/u9qCUt2VyKbDaJ1VyK1XwtgZWj6DVOZNJ0t9yBrMik0lGSqTCz2SPk83l0WiuVzgMY9HZUW+WHowto1WZC0TnKvQeL9cqyXKBa2u5kLPAqe5q/TmWh2eTlHKeGHwNE9Dor9f4bilwwwKmRx7h4339gaOpZzAZ3scxcLs3CSi/n7foB43OvML96Cp+nm3w+U1zowptzjAfeorX2mqJj9U9H/xupdJy+iScRBIlK7wV4nPVoJTvh2AIlchvjc68Tio5jNZXh9dSTl9O0VN+I4SOGMi/nSCQfoKvxq/RP/A6b2U9D5ZXF+9JHnG2ZTJze8SdRSzpcjnJ0OgvZbBqtprCL1GhM5OWCA1SvtSArOTzOSiKxIId7f8yuxtsxGVzA9p19LLFM/8QzlDjbSWcjdNR9BZVKQy6XIhxbJBJbIJ3eRKczo9GYPubEgwIttbjWw8zCESpLzkOjlcjkMoiiCoe1MNaim0votXZc9npc9npkRaZn4BFWgwFslVW0NRQ4YZk8onD2vUVBJJFax+OoKRibfJaO+i8WjUrf+O/wefbisFZR5t7NemSS06OPsrwyTTL5U7qavlakweoqvsDM0js0VV1LMDyM1eTDaW2gvd7Ckb772NNyF3qdhVw+tVX2U5R62nDbWjDr/fQMPcyhzu8X6w5FJxmaeoldjbehlvQMzzxbpGA+7N/o5jKxRIDhmedZXp0im0vT3Xo91eXXb+OdF4M9lDg7cVqbGJl5lrmVD/A6ulAUgWMDD+K0VnGgoxAFk8vnyGQTaNQGzEY36dw6qUyY+qp9+D3nMzD5TGEe+K4s0GNyBrWkJZHaYHDyaYx6D+ft+gGB5dOks2s0Vl++rT+D4Sl6R58inogwNv0W4egMkkqDSqUt/Bc1iKIGnc7K+sYcgiBgNNhRlByw3UGsKDJLa6eZXTqGSV9CZXkrmVyS6vLLi3bnQxwbeIimuosx6b147E2sR8cYnCycfHO5LPPLo3id1RwffBC1ZOBcofrhD394zg9/1vin/37/Dy/Z/38wu3yYpqorKXF1cGbkMdSSCbVkYGbxXZqrr0MUVUQ3Z9FrXWg1RgKrR5ldOsr+tr9jLTJKW+2XMOpLClydxoRWbWFh9STlnj1sbC4wtfAGi8Ee0ukkmWySpurPkcmFmF85ztL6KeZXTjC7dIT5xXEEMc/e1rtQqQqTX1FURBIz2MyVKIrM0NRz7G37JqvhQbRqBwadFbWkw6CzM730Dhd2/wdGZ1+k1NOBTnM2jnpg4nfUV1yJ297AwMTTlHsKBnYy8DZOey1uewPzqycodXUiCCKKojA88xw6rRWzyUI6E0ElqTAbyoplBpYPU+e/DJvZT//EU5R7CmkLY3N/xOfeh9Hgwm6uZmDiGco8u+kf/w015ZdiMZVg0NqZWngDv3cfAJHYEjk5gt1aRmPFNbjtzaxHh5laeJuFlT5WQ+PEEjO47Q00Vl2Nx9HC8vpp9jR/kxNDv6TU1V6MmJhfOYLRUI7bXk+5ZzepbIj+id/jsNSQy+eIJRaxm2s5M/Ybltf7aKq6msrSQyytnWZf67fYTC0yMvUSJc52Uuk4spLAbCynf+IpJJWOtrqbCG700938dfonfkcmG8duqWQlNIDH3szY3MsEVnrY3fwNXLZalLxCLDmP1VRRcDZv8ehGsxlByFNVchGDU79nNTyEXmsnFJ1EozHRO/okapWJrqbb0GosRDYDdDXcztjca+TlFBajj+DGMFrJgc1STiQ2x5mRx3FaazGZzGi1BpbX+/E4WohszqES9ZiNXmaXjjI2+wq7Gm9DFGXc9hZc9mrOjD5BmasTUZSYXnyHOv9lCIJALp9hNdRPLL5MNpfF5ahiMXiKTCaFzezHqLczPvsnyr17GJz8PZ0NBf+KVmPCY2+hZ/iXWAzlRDanicQW0GlNVJYWThiSpMVgsDE29xpeZxujsy+wvjHJ3tZ70GkLjuT5lR4sxvLiAiwKInqtBa3GxvxKDw5rDRpJRzy1gsNWjV5boLMWVwdRSxrslipUooTX0YZaMnD0zK/YiM3R2XgzPu/eoq9JzitsphaxmvzMLL3DUnCQva13k0yvoVabaKz8PCZ9CQNTz7AWHiGVjpFIBZlbPkJ7/VcocxcoRaPBzdzyYUqc7cW5ksnEGZx6mhrfATQaEZVKTWXZxVSUHMBprcduqcFmrsRsKGNu+QMaqi7EZqoDGUZmX2QjNoNB52Y9MkE6u8HI9EuoVUba628mGl/E7ain1ncpp4YfodTdVdzkbSbWicXnaKm5gZGZ56kuvxCLsZwSZzvl7t1kc5uENwJYzW72tNxFmbuL3tE/LP3whz986JPs59+Wsf+HH/+woeoSFoOn8Hv3Iam0lHu6mZx/naHJP9JcfQ0GnR1BEDHoPIzMvEA0PksqE6Or8XYEQSAYHsZpa8SgtVJRcoDphXcZHH+JdCZBMDJEIrFKdfmlVJWdx9L6Gbqbb2NlvZem6mvwOtsocXZS5u7GoHUxv3IKSSWxGh7AbqlFLemwmkoZn3uNcs9uFtdOopbMOK01OCw19I49TkVJwTkZDE8BGUpc7ZS6u+gZfBiXte4jTsGTVJedj05jIZ5aJpGKYjWVMTr7Ek3VhfBQjdrIzNJhXLY6To/+Gpu5ijr/pSyv99Hd9HUmA2+TzoWxmSqZWz6FQWfBZq5CqzGTTK+xmVxHq7Ywvfg+TdVfAArUhsng5b0TP6bE1Yy/dF/x99XQICXOTgRB4PTIo7TX3YLVVMHw9LNUlZ2Hw1JLmbubtY0xFCVPS/V1uB2NCIJAIhliLTyOv3Q/DksNZ0Yep8zdhSCIDE+/SHvdjcV+thjL8ThaGJp+lpmFYyQSYYKRQep8l1Hru6RoRBZWTlLm3oXdUo3V5Ofk8COoJTO5/CZTC29T4uygqux8BEFgJdxHhfcA5e5uNmJTjM68SmxznaW1k3gcHTRXX12ccFazj5GZl4vOSYC+sd/QVnsz8eQyNnM1tf6LcVrqGZt7lcXlMVLpMAfav4XLXg/A/PJpDHobFmM5pa5OZhY/IJlZJ7K5QLmnm6HpP7AenaK76U7ycg6VSqTO/3my+Tgj0y+j19mRRAPDM8+jUWvorP8KGrWBpbUzeJ3tWE3lOCxVHB98GKelgY3NGezmasbmXmZ64V2c1kZaaq4lnYlQ6uymvuIyUpk1RmdfZinYi1HrZWm9H7WkpdR11sipJR1l7i76J35LcH0Wnc5EVekFJFJhNhNBovFFsrkk0/PHGZt5kzJXJ801V29z9jutdYzOvkCp66yzM7gxTP/403TU3YLN7COVXWdP850Mz7zAemQcp6WO8bk/Ul12EaJKzcp6PxNzr7IaGiadSSIreXL5MItrpwiGh8lk4zitdcwuvc/axjiKItBRfzOCIJBMR4nFgjhtVWjURnye3WwmwkzMfUA8HsJpr8Vjbypu0ERBZCF4gjJXwf8WWD7OyMxLdDZ8BZetkdXwEJ31t9E79jhOSz2aj5yWh6dfxOfdhdfRwejci7TWXY/fuw+TrpTesd+yuDKGx9FER/1NOG01CILAeOAVGiquRJK0OK11nBz+FT7PPgRB4MzoYzRXfRGtxkg8uYwg6DDobCiKwujsC6SzCTRqFVVlF9M39iQuez1Dk6+ck7H/m6JxPoSkOttsWZFRgFQ6ztzyB0ws/AmVqEJSSSyvTlFe0kpX01lHhlqlI5OOIent5OUckqRGFAVKPB20VF9bfG5u+TBeZxtOWzXjgVe21S/LOYann+fCPd9nZvFt6iuuZHTmBfJylo66r6BQMG6zi0eLCRQatRF/yR4m5t6kruJSJgKvFCN7NJKO/R33cqzvp3S8u/EdAAAgAElEQVQ3fZVgeIoSZ2uxvjr/lRzpvQ8BEbe9ochfu2yNjM3+iWMDD1FTfileZ9O2du5qvI2h6ecZm3uZ9Y3pbck8tb7LOdJ3P8HwCLW+y5lf7SEUmSjwrNk0spInuDGKIojFhDOnrY7F1T4QZNyO+sKpSGNCFCUyuRQaSYcsy8hKhvO7f8Cx/gfpbvoaBr2d1XA/Ze6C8TQbPdRXXsmpkUepLDsP81YiXD6fYSO2SCw5R2RzHgEIbQRQq3W4nJWAgKIoRcOiUhVoM5VKjdlYwv72b/PGsX9kM77ORXu+h9tRV3xf1RYlIggC1WWXEIoE2IhO4ittxmr6aLpHARqViY1oAJvFz8r6MA57DWpJh997HqNzL7On+etoNAZs5iqspnLWNsaYnH+dWv/nEQWRyOYMlaXnF8vrqP8yJ4cfY2ruBNHNFdpqb8JqLhzfV8ODlG/ppty9F4POyQenHkavM7On5Vas5opiOZlcHMNWFJnJ4GVf6z28faKQRJXNpmiqug5rzVlaoNTZSTg+jttRS7lnL+WevcTiQQYn/8DC8hDVFZ2cHn0URZFRyBcdr+lMgkRyk+XgOHkliyRoEUUdkmhAqzVj0NmJxVdZDvWyFhlEp7XhsbfhtNUVueRYfBmj3sXw9HNk82kOdRSon81EEFnOIooSu5vuZC08wdH+B4jFw4zMPk8mm8BpbqS94XYkUaJn6Oe47W1kchvU+69ElnMEls8wPPM8SyuTWC1e9rR8vvjOOo2NtY1CmHEqs8mZ0cdw2aq35us7lLt3MTzzLInUBi5rI7X+i8hmU+TzWU6NPIrVXMaBju8UqLNkGI3ajCRp2d38DY4P/owDHd9BI+nI5TJE4/M0V1+ztfkykJNzSKKEQW9DFAX2d3ydyfk/UeJqw6Czkcml0GksxYAMk8FNc/UXODXyK5qqrkWrNRVpraqySzgz+hi2lrs5M/oYDmsDTVXncaTvPrzOJqymMno+klvySfibNPbiFl8a3Zynd/xpmquvo9zdxVp4ij21hbDHXD5DOvMz9ForR/rvp7L0AGWuLiS1nmQmSiq7wdDk89T5LqN5/xc53PsTMtkkGrWeXD7D/HIPh3b9AAC3vZ6l4CCl7oIBPjX8KK11N2AzlZPJxTAZXHQ1fY1ofIm+id+QzaT54MwDVJR0bWu333uQo/3347I1YtQ70GrORnycNfj3I8twsPPbJNNRstkE2VwSj72VnoEn8LiqWY9MIkkFznAtFMBuLcNtb/iLumqpvo7TI79lLbTAwORvAQUFBRSFTCbF4sokuVwGt72FlurrkSQdOTnH0OTTtNfdwsLaSQ73/gSXrZGKkv30jj9JNpfkUMd3i3XU+i5lcOIZuppuZ2z2VSpLD6KWtOxp+QYnBn/O/o57CUVn2NVwQVHGavaRzci83/MzKv3tnBh6qPAJAp0Hl62J9tpDyHIORXmCdHaTCu95TM2/w+jsS+h1Vkqd3ahENal0lPXoGCvr/WSyCfwl3YSj08wsvU1g9SgddTchSTrUaiOpdBS1pOfM2BPYLVWo1RpKHN3FCJpyVzeVZQcBaK69npGZ59hluZ3JhTfY13IPUFioZDlTfI/F4CkOdn6XGt/FBFZ6ONJ7Hx31N5NMhzCbvMTiq4wHXiOX28Ro8GKzeACFyOZc0djHk6vYLD6ArU3CEURBRFKpWd0YwmQoKVJeipIv1h0MTzA+9wqlniZW1sYQVSKjsy9S6/88zi0fgd1aQWD1bDJWJhtndvkdBEGhseZC3PZWvM7GbWPmwyzxEk81ZmMJoijQUn1DMXsTYDV8mhrXPpyWFtz2GpKpKFML7zK58CYaSYdWY+bk8BOoJYna8kspcbcVZVWihrySLV677HX4U130Dr9MU+UXt0WRJZJh9DoHlaUHODH4CzZic9jMFVSW7aGybA8nxV9SV34lA5NPI4oqKsvOx6QvIZONMjbzGuHYNG11N2HSu1AUhXQ2gtNWi9NWiyznWAkNcHr016wEZ3nr+D+xp+12bB9ZXNc3pjHpC0liOq2Z7qavcrz/AQ51/oC+iadorLqquPnwefYyPvMqzTVXMzn/OuXubkrdLdgtPk4M/oKOhptYWD5NuWffNn07rQ1EYvO8c/xfaKr+AnNLJ1HkPHk5T2wzxPunf0Rz7XV4tk6NUNhw6rQWDnV8n6nZr3Mu+Jsy9unsJrIiIwgqphbeZC08wcHO7yGJEooiMzl/NllhJdSP19FOrf9CZFlmMvAmR/ruJ5fLs7Q6jMlg3/bpgcaKaxiff4XW6huYmH+VWv9ZZ43fe5DTI49S6m4lsHwci7kEu7kwmT4aopfPZVFLFjaiK0RjQaLWeY4PPkQ+n0Wl0qJVm1CLNt46/s9Ule/nzOiTpDMRFGQklRpRJSGqNKyHZjkx+DBajRFJpUcl6pBUBkRRhctWs815mc48QH3F5Rzu+zEH2u5FkrY7hmaX3yeTi1DqqaO99pZivD5A3/iT1PkvY2bpXTyOhuK94PooFlMZgiDic++l3LWbxfXTnBp5lJW1GfZ13LotVNRmriCbjyPLecKxKRqrCu376OQQBJHJwNusx8ZRCSI6rQV/aSebyRUUBfa2bA9BA+ifeJoa3yWkUpssh07T2ViIYc5kEkwE3iSwPMDq+hR1FRezq+GrhRNGJsH4fJrWmhvZiM1xeuxxVKIGh6Wa2cUe1iID1FdcicfRwGYiyND0c+xrvZt8Pst88DjHBh5ALZloqbmeZDrC/NIp3La6YrIcgMtWx1JwgFh8gWrfecWTlt+7h1JnG4d7HyC0sUTP0M+xGEuo9V2G1VTKRnSBbDZFR8OXmV54kyN999FZfxtqSU0ms8lY4I+k0jHaam5CVmQaK68iGl/h2MBDeJ1NVJVdjKzkiMSWGJ7+A1ZLOXtb7kKSdBxL/5S9LfeQSG0QWPmA8bmX0GucNFZfTU5Ok89nmVp8g7XwJE2V12K3VpDOxDkz+tg2Y1/IhH6c5uprmV89QYX3EMn0Okf67qer8atFQ6xRG6gpu4RTI4/itt+LXmehtfZsJu3swjHGpo/gcVZgNp71GwGoVOpt2dIroX5CkVkuPfBfGJl9YZtzd3rhXTxbXPru5juLce2SpCWRDKPT2LCaS9nXdg85OcfI9IuMRF4muB6gscbJvrZvFY2xIAho1UZkWUYURURRwmwoJ5M9jMtRTSy+wvjcq1SUHsJjb0EQBCLxBbyOsydmk8FDW931HOm7D53WVLQDAC57E5PzbxHZnCcUmWVf2z1b88DCoV3f54PTPyYSXSGVizAReB2VSoWk0iCKahLJGNl8llQuhEanQVSJSIIGSaVDVvLo1JaP6E9DLp9G8ykzaP+mjD0IvHn0HwhHF9nVcsO2GFVBELFZfISjC9gt5Syv9dHVWKBJRFGk1n8x8VSQ6flT6HUW9Hoj/ZO/w2mtw2Gpx2mvYnz+FUKRWcKRAE2VZykdjdqIJOmJJ0IEVk5wsKOQrLEaGiO4HuDdU/+CyWDHbCjB792HSiVgNfkpdTXi8+xDURSyuQTJVIREKsxScIBofImupi+j19lRf8SQ9Az/kvN2f5uJwKvsaflm8fdMJk5eiZFMbTC/egyfZz/RzWXUkgmHpZbO+i9zpO8nRaoml8/QP/4kRr2H/W3fYn1jnOGZl2ivK6SapzNxEqkQHfVdeJxN9Az9glr/RXgd7axHJvA6ztJIyXSU1eAwKpWEIiuMz7zFUvAUuVwOm6mayrJDVJWdz5Hehyj1tAAQi6+wsTlNKDpNPBEjkYxSXXYBlWV3FDnPheDJQraqVsvAxNO01Z1NgpNlmWQ6jMNSDRY40vsuFd5NtBpTIQ/B20UsuYhOY0GjEYuLjyiKKEohHM1mrmBvy11EYgGO9T9KdDPI5w7+n9jMBdrIZHAjiiK5XBpJ0lJZch6VJeexEQ0wMvMcm5shTq0/zaX7/8u2Uejz7Ofk8KOATH3l50mlowQ3hlnfGCOdjaPXmjHq4yhKIZ/iQ8f7WmQQv2c/oiBS6/scpa49nBx6hOD6HLn8k7TW3LjtUwOKolDqaqHU1cL88mmO9v+U4FoARRbZ1fS1bQ79D6OuDDobjZVXoygKG7FZBiefYWFxnEj0f9BcfRX1HWc3ClqNEUnSFKkHgIn5V3FYanDaakikIkSTs1R4D2G3VNEz/Esaqy5HVHRYjGVo1EYMOhuJZHjbbjyeCDEfPE5lWQdVZRcyMPU0DmttMWFLJapR5MLOfiM2zfT8+xzoKCRHiYK6wOFbC7vYWHKBZus1W30r0Vx1DYNTz9DZcBuzS0dxWc8a4mwmjiyn0GoMeFxVSJKKnqGfISBRXXYxTnsNdms1y2sDeBwNnBl7AkmlZVfjV1GJKs6MPcHu5m8wOv0KU/Nv43U2k0wH0Wn3M7/cx3p0hERqDbWkZi00XzjpCL8gm80gimr0GhfZbJZjfY/QXPM5hqb+QCa7SV7JkM2mUSjQzjZjFVUNh7adlA73/pjLD/3XrYX2GkRRhaIoBJaP0910Jz1Dv6TWdxleZxOSqCWXS6NRGzk++IlUfRF/Uw7av//7//eHdVUHkfM5IMPC6imspspirLxR62Vk9jm8znbmV47jLykcl8ZmX2ds7hVq/RfjddVhM1bSWnsdLmsj4cgCc8vvEVg5hqzk6R99Gau5hPXoNGuhScKRALH4KooCJ4d+g05rYXn9NGsbw0iSSImjg3w+TVfTV3Fa64inVwlHZ9nd8jUGJn6/FT0golJp0GnNBEOj+EvbsVlKWFjtKUbZAKyEBshk41SXnYesZAiGxnFaawAILJ/BoLfSUHkFE4E3QZBZj47jc+1Dr7NuRVI00zP8SxLJKEvBU9T6L8dfshcAvdbB9OI7+LyF64n5V/G7DxXCPVVq/CX7mAq8TTg2RSyxQkXJfiYCbzMeeJV4cpnKsgtw2RrIy3FEUWFf299tfTZAZmHtOKHIBEurE6gkhfmV40Q2F9BrPNT6LiEUG6Wj8Tpml45QWXqw+L6T82/QVHUVVlMFkfgcochM8X3HA2/gttcVd4VmYznTi2/gdbSRy2c4OfwI+9q/TZmrg8DyCeKpFezmamQKmcQfLlb5fIbJhTfRagyIqgKXvhoaQJIMGHSOrYSrNyhxnqUZUpkYseQS2WySzUSYTC5McGOQxeBJ5ldPsLB6iuXgNAICoegIK6EhDFovDZWfx+/dx2YyREVpNz7vAU4N/wqT0Y1e62Bm6T1q/ZcgKzLL631MBP4EikI2l8LjqCn2FcDSWj9Oa11xbJsMbgIrxwu7UaOD+ZXjiIIWs7EQThmKTGIx+oonkMjmIuNzryCp1JiMbkRRTTQxRzobwaQvKTonVaKGhZVTuO31rIYHCG1M01xT2OgYdU4CK0fxOtuQJC0+zz4m5v7E2MzbNFRegU5rwaAvYWT6Ocq2MslzuRTHB3/G3pa7SKSiaNQ6GiuvZDO5yNDUC3jtrUiSlsDKcWyWSvrGn+Fgx3eKu2+Po5Uzo4/j8xTmzUpoYNscMegdrIXHkJUsK6EB6nyXks2lGJl5jsDKcer9X6DGdxFrkSHa626h3LMbq7mS1Y0+phbeIhQOMLPcQyQ+TVPlVVSWnYda0qJSabZsxn7cjgb83n3EkxFGJt8gmghgMTvx2Nup9V1EiauLcGwco8FKU9V11PouwWVrQKM2shGbJ7q5ik5jpdZ/Gf6SfZS5uvF597K0dorzu3/A6OzLlHt2F439ZOBt7BY/bnsDKlHL4toJ3LYmNmIB4skg5Z5uyjzdjM2+RCabIpPdxGL00T/5W2p85zMx+/6/vWicf/6nB394ftd3iCbn6G66A6upgunFN5mafxtJZcRhrWAxeBpQ0KudJNNR+sZ/i8dRS0vN9Rh0DjYTq2QySRy2SkRRhd3ip8zdRSodJZ5aQ6810VF/M2a9F4POjlqjRxBlpgLvk0rHsVnK6Gq6HZ9nL3ZzdSE0bvk9fN69ZLJJekefZG/L3QiCQDqTIJlZw7LlgAQYnXuJhsqrsJurEASZoekXKXV1kc9n6Bv/Hd1NdyIIAlajn4n517GbqtGo9cwsvYfH0YZOa6HU1cnw9Essr45iMtmZXz2xFaUwVPi+T2ieUk8THkdL0VgIgkAqu0Emk0WvtTIReIPGqiu26ddtb2Fq4SiLy8NspgKUultprLqaEmeh3tG5l2ip/iLx1CpatR2D3obJ4MZjb8ZuqWV1vR+7tZzupq9T6urAZi5DFFUsh/ppqLgCrdbI0ORzlHu6URSF2aUP8G9FJzmtdSysniCTTWA1lTM6+zLN1Wc/SqfTWphdPIzV5Gdk5gVqfZ/DtBWr73G0sBjsIxoP4DDXshoaxOtsIxyd5uTIY1SWnE9dxaWEYxPsbv4mHkcrs0uHmVp4E4Uca6Ep3LYmZpbeYnzudWLxZer9VyCToqb8EtYjo+xp/gZl7t2Ub/1F4tNIkgpfyUGaq6/GZvYVk7TG516hofJKdBoTPu8+hqdfIJ5aJhQJkEwFmQi8gUrQ0Vb3JTRqPUa9G6PBytzyMbxbjvmltb6isc/JuYIvoOEmNjan6W7+BiXODkLREUZmXyGyuYDNXMnaxjSJVJjBqd+TyUdpqrwWf8l+FCGPXu2gvf5G0pkkIzPPEwwPo1GbcNnqmZh/DZu5kuGpl9jXdtaJL4oqFoI9xaiaZDrCemSc9Y154qkF9Fordksli2un8NjbAIGj/fezq7HwbSmVqCYSn8ZprcNmqsBhqeH06OMoikw4MsvKej8HO/6uuPB8OE4FQc1aZIh8XkEQZByW2m3j1ONooXfsKfL5HKlMkOnF96kpv5z6ikuLkVrzKyeKocUatR6ntQ6d2slyaIBUKk6Ju6EYRvwhVkK9lLnPLizjgVdpq7+GUGSS1tobMOhsCIJIYPkwFqOfpqovcHL4Uco9u1Gr9Rj0DtYjwxzs/DuWQ6dIpcM4bYUggdX1MRBylDjbsVkq6Jt4Cp9nNzk5x9jsy7TW3oggCFiMJQSWj6NRG1hcO0md7/Oo1XpEQaTUtYultR5W1idZDQ9T6zsfr6P9nEMv/6ZonLNZlIUkcJPBRXvdLWRzKWaX3+NI39vIeZEzw8/itJfhttdxoP3e7YMJFXn5rHNoI7bA4NTv8Zfs5mD7dzg28NNtR2koTF5/2S7SmTB+74WcGv4VNksFtb7LUUu6okHtn/gtbbU3F5NN6iou4XDvTyh37yl+ElktGYpJQiXOLiRJX6jT4KWx4qqirCAIdNR/hVPDv+K8XT8gmQ5h2drFBUPjZDKb5PIZtJKTMv9uNJpCGwanfo9OY8Wkr2Bw6g8IKPi8+/A626nwHuL0yK9JZVfwewpGNpfLMBF4i3BsAq3aSJm7mWw2Ri6XRq91FHWez2dIJEPotBZqyj9H38ST7G87mz4+tfAG3S13sLR2ksDqEfyewg5+fuU0blvhSO62NSPLGU4O/4rqsosx6Fzb9NxedzM9Q78kFl/D62gqGk9ZkclkNqksuYh3en6M3epHqzaRySZQS3oEQaC15ouMzLzExHwhFX9w8hlS2U3O6/xekeJx2RoILPdQWbaPtrpC8tJqaJzh8bd49+T/Yl/bN2iouKowwhSFUHR261pmcPoPtNcWvkQoiipUksj+5u8xNvsip0eH6Ky/FVEUkWUZjVpfDOMEsBormZh9l1Q6jtfexsGPOLfDsSkqSy7CoLcTWDlM79hvCnHvW+M8J+c42vsTOhtuwWwsQ691EN1cwmYup6b8MqrLLmUtPMaxvkdJZ5M0Vp/H/tZ7tn31UaOyEkrNA4XPfJS6WsnkUoxMv8j43GusrS/y3saPOdDxLWQ5t80fk8klSW/5E+KJddpqbyKT22RP8z0MTv2BmcX3cNvbGZp+nnRmg6bqqzAbSgrvbfYxt1JwDstyjnw+R1XpIU4O/pZ0JoWvtInh6VewGMtx2mqKWbl+724O991HcH2q2E/ZXIrF1QHCsQmS6RCSpGV5dQqt2kRn/a0f+zRILp9DVmREodAnveNPIIoqztv1Pc6M/Rq7xc/h3vvY13pX0Vclimd1NhF4C5u5DI+jBUURGZ7+A221ha90LgZ7i33YUPkFBqeeoaP+K1v6iqNRG+huupPZ5fc42vdT9rTdw+TCn9jTXKBlLcYynLZqZhY/YD06QXPN9i/t7mr4Kh/0/ghFUfj/uXvPIMnqc83zlye995llsrz3baq9MBICGSQkkLsghEBCQkh3ZndnInY3ZmZ3ZyNmdiN21swVwgmEEyCDBEIYSXhouqt9l/e+Kquy0lR67/bDyT7VCXfmMhsxcVf3/QLVmedk5jn/8/5f8zzPa9avsuI9TbawSzYXQxDkZDJx8oUs3sBFvP4LfFL7q3L2kpWrKcJKhYZ2z424rfs5dflBsrkUxWKBbC5DJhtHr9tj6F1x9qVSgdH5XyMIMoZ7vichY2QyhYTKAZFwVCqV6Gn+EpfnnsJubsI++BP8u/Ocn34cp7UdvcbFxMJL6DQOLKb6qu/mtPawFbxIvfMQS5snqXVUywEYtR6KxTKL6+dIpAMEwvM014nlFa3aRIvnBDMrf5QGJVyceRq1Ss/RwR/jDZwjX0hJjj6diRJP+NjX/R3G5p7nyMB9lEolFtbfYnXrQ6ymBgrFAhvbl7GamvBOnEejMlHjGKKj6QbkgoJV7xma6g5T6zzIhalf4HHvw+M6wmbgPHUOER6o1ZhRKUVlQ43aRKGYI5rw0tdaj9VUz7nJxzBqa7AYW/D6z7HvKrE2t22IYinH6cuP099xC17/ZfLFONlcjEwugVyuYG7lHWrdbYTjqxSLBYqlIiqFDpXSQCGfJZ7YYXHzTfL5FIViDrlcjlyQIwgK/MFVkqkoA51forf1tqqHyG0bYGz+eZrqxIgul0+xtPkWRwbvYnX7A6zmPRRGOLaCTi1uRnWuAXbji2wFL1LnOEi+kKFUFB1Jd/MtBKNznB5/gH2ddxIIL+Cy9ZLLJZlcfol8IYnHfZCu5s8hV0A2F2Fk/CHJQWVyMclRNbiPI5MJjM49CzJxwMbI2M8Y6voWRp2I3LGbuokl17AY6ymUCsws/4Fk2s9Qz1cqsNgy56Yeo7n2egk9plGbyRfjVetOIShwWtvw+mOUKEJJRiAyzmbgNOVykTJFSqUioZCX02MPs6/rDqyVtS0XFAiCwED718jkEowvPM/65hRGg4NC8U3gjUoDVE4k4udc/lGKxQIalQW9tg6b1UOhmKen5SvkC2ky+SCbgdNks3FK5byo11Qq4gusIhNeRK3SoZBrsRqbaam7FqPejSDIuTT7BE3uzzC5/HtklHHZuqlzDKNUalEp9WQyURLpAPNrf6Kn9YtSH0AQBOocwxh1DZyZeISelluwW1qRC2L/IhrbIJpYk6DRbns3vuBlApEZSqUi1sp8BwCXrRN/eJLt0GWsxnbK5T2ZhKaaa7AYWnjjw/8VrcaMPzyLIJMjQ4FR28jY3AsUC1kEFMzmogiCDIVChSBTkExEyObTNNTEcVjb0WttaDVWZMgYmXgIlVJHU+0JHOYupubf55PYX6WzL39kxkkiFWBq6UU0GhONNYfY2Z2moeYoBp2DNd/7pDK7FIo5rIY29FoXwfASI/F5elu/jNXUUnUujcpCKh1CpfQwt/YalAW6m28GkLTyQbzJV7Spx+d/RzIV5frD/5xyuVSludLReAOnxx6gznGQUHSG1nqxQ5/JxVnafJN4wkdf6y3Mrr3CcM/32K3ABtO5MLlcGp3GRSS+QT6f4fTYg/S13yIttjrHIS7OPEFjreiE5zdep6/t62hURuRyhYQ66Gq+CbiJcHSdxbVzZDIJGt1H6Wv7ysf0YXy7oxzo/i4KQcHRgfuYXn6ZidhvSWV2OdL/I+l9bZ7PMrn0e4Z772Hd9yFNNXuwyuHe73Nq7KcM99yNIJejVhkoFHIsb7xPKLEg4vHLRVY236eh9igGrROHuRedxkKpXCKeCCJDJilSXrFAeBmdxoRcriKXy9B11SZyxS7PPks4tkU8tc3ZyUewmhpocJ1Ap7WiVhmQCbLKmvFzefY5hjrvwGRwo1AomV75g6SIue47TW/LHtGrv+1WTo89iFFXTzoTxajzSK85zF0M99YxNvc84eg2BoOdYGSe1vrrsRhFDP/s8puYNbU01hyl3hVhZuUlFHIduXyq6vt7XEeRyeSMzbxKOLLJof67pUgZoNY9wNjccwTDSxRKGVrrr8dh6aBQKhCJr9Hf9nXyhSxrvg84Pf4uLnMvTXXHyeXiUtN2fec0qXQEh6WHA913Uyw+RlvjZ1lY+wvHBn8sfVYunyaZfhRBJkiOHqhqLGpUIkBgQzaNWq1lX9edaNV7yJHLc09LQAkQ0WEOaxs1tn6Wve+wv/vbQOvH7uOy9x3CkR0KhRy9rbdUlUL3vocKu7UZu/Xeyj27wMXZp1AqNMQTcc5NPInT3sSxwfurMp0rMhlGnZujgz9mfOHXhKILGHQu/ME5lr1vcvSqPgLAQMe3OD32ADKZUJWZiWvjNk6PPUDcEsRh7iaXT7KzO0kgPEsun8RsbCCfT5HJJikWcxSKOYrFHMlUGK3GRJvnBvRaW9V3HMk+SF/brYzPv1AlTbG6/T4e5zANNUcYGX8QVYeRT2p/Vc6+UCm/XEFbJFIBJpdeRKsxMtAuyvmem3qco4P3cmn2l5zY989wVGpmhUKWYGSBy7O/J5tL4XY0srFziUKxjMPSIt1YrcpJKhvCtzaKrCynq/kL0ueXroKLXbFoco1aVxeR+Dab/gvMrb2OSqnDbmnFZRV1up2WHjYD51Ep9eQLGWZWXyae9IsQuFbRGZj1DezGV3DZunFVoF6lcolIbIOtnSnSmTiNtfvRa/YefKVCjVKhpVQqkM5GyGTjUgmq3nWQxY136Wy6QXq/qLHvIZ/PsJtYJDS3yL7Ov6lK2xUKZRVD0KCtZXblL+TyGc5OPkqD6xh1rkFM+mCmfO0AACAASURBVFpRLbOQxReaqcLdC4LAcM/3OHnp75BV6rgalQm3fYC2xusoFPMUi8+hVhsx6OzUOHqkYzd8H9Jcfy3ZfACvf7RKcnZt6z16Wr+CXmtnYvG3eP2XJYnpK5YrJDnU/13mVl/j6MD9hKPrUuTntvehVppY951j3TfCkcH7UVVSeGcFNlcoFZCVS6SzUSljumKH+77PmYlHsJmb8biOiOP7Un5C0VlR11xWJpNNYdDb8LgOYTbsbQiFYhKlXDyfTmOhp/mrnBl/jEQqxLmpR4Eyotp4mVKpRCIZplQuMr38ElwFHQTY8i3RVH+A4d5vS2U2gb3nQqlQ0+65kdb6G9gOXub02IOEwtuc4WF0GgddzbegUe0pUspkZRzmNoqeTzE69zz7ukQS4tz6q/S23kom52d+9c90ViC1VytQev2XSWb8DA98nXy+xIWpX7C/+05JgEwQlFLQEU1ssBOcllB0uUJceu1q84cniCW26O+6CYXMwuzq69gqZdOrgxOlQi9llwCNNcM01gwTCq9wZvwXFIo5NFoNU8sv0+75rJRBXT30RSFXcaD7Lta2T7Kw+iHZfJrulhuZX32LTC5INh9HLlegkKvIZlNEY0EmFp+njKj4WS6LePhSuczo9Mt4arsJRqZx2/axr/M7CIJANpdgbOHXtDWIJLtyucyl2Wc4vv8H5AtJ1nwfSNLIIAY1NnMTJn0dfW23cG7yUY4O3k+hmGPLPy4pzB7pv4+R8Qf5pPZX5exz+YQoC1zIc2biUbQaE4Pt3/xIva6IVmOhsfYgy5sf0OoRtaIVCjVKpZFaZzvIoNF1DWVKRBKLbPpPUSimKRbLyMsaFtbeoqPlmio8O0CxWJAYnKVSictzz2A3t9Dd/EUuzDzOYIcIHSyVSmwHJpla+j1lCqhVJqaX3kKnMTKae5bullsk+N8V62z+AmPzz+Gy7kHJSsU8K1vv0d54gmBsAZOukUuzT6JWGWmuvRarqYl65wHm194mld1msP1vpGPdtgFWtx4B9pz96Pzz9LXdyvz66+zvupPd2ApnJh6m3jVMU+0x/KF5LMZGsfSz9gah+CJ1zkGODd2HN3CWlrrPsBU4z/mpxyiVwWps5YNLP6XeNUQiFSCSWCMSWyZXEIlgmUwClUpHV7PYkL5i28FRXNZBGmuHOTP+CCZ9rXQPd4JTHO6/j1KpwOmxB6l1DErOoERBUprsa/s65ycfQ6d2YDWLG+bK5ofUufZh1Im9jVwhg9XcyGGzGPmtbZ1lc3uKhZURhnpuJp0OozTUSE60s+nzTC78FpulhRr7XqNOuh+lInp1HdOL75HOhskXMqiUBmps+xnquAZBELgg/wUHur7LzMprLG68Q71rCI/rCMVSBqVCSzy1w+LGG+TzaQ4P3MPM6ktVHINCIcfI+IPU13Zjt7SQzgTZ3/2dvddLBTSq32HUeTgz/iBN9cepsx8AhKqMN5dPsxU4hz88h0qlQ68zUyoVsBqbqhy9+GyoKmtmkHhqh4X1t6mx95FOR7CbmyiXGznje4RcIYMgKJDJxJJiKLKM13+B4b7vEwwvkUjNcmTwfs5NPEpv283YTO1oVGYSqQAatZHxhd9x4iopbI/rIMveD2hvuF76t2hik6WNkxwb/DGRmJe17ZMc7vsBa9tnGBl/mH2dfyOJ6JkN9ewEZ2mq32u0zq6+TjId4KYT/4YL07/gcP+PiMTWWdl6h2QmiCBTkc7E2A5MEYoskcr5KVUE0tLZOPFkiGI5hd3Sil57GJ3GKmUyZyYepqv1BsKxNQbav1F1DccXfktUt4NeZydfSONx75fWrVplqCLiza79Ebu5XWK8pzNBkX3tEZnqS5tvsL/rTgCsphZaPJ/i8uwv0enstNTvPc8KhYrh3u+zsrE35vA/Z391aByD3slOcBmPex/9bdWqjqVSiUBkllrHECZ9PbOrr0hoj1KpxOXZp9nffRdOSxdji7+iq/lz2Eyt1DqGqHceRK91M7/2NulsEoUCstkEFmOT5Ax8oXEclm4olzgz8TBtDddJEgD+sKgbA2IEZjK4RciU8yDx5Dab2xMUS0UsJqeIx85lMRpq9yIzQc66bwSXrRe5XEU86ePC9FN0NHweT404FUens9Ld/EXspg6WNt5mbftDUeht+wIqlZ6m2qPStZDJBCLxFYw6D0qFhlB4mVwhisd9iGRqBwGVGKG6DxGOLzGz/BqB8DzZbApv4Dw1jh66m7+M1dhMsZgjmlyjxj6A1dRMvesgdlM7i+tvEwxvUCgmSWZ8KAUzLfXX4nEfwuM6RCq3zYl9P2F29RV2Y8vYTe0Igpwl79t0NX0OQVDgtHZzYfpJGtyHiKcC7MZWqHPuQyYT0OvsLK6/SY1jgFhih2whgtPSLV1jt72fy3O/xGXvRyFXMbv6Ct3NX0aQCeg0dubX/lTVI1n2voPHPYhcIaPGdoD17ZOs+U7jD0+TzoYx6urY2Z0klvDS2fQF1rfOs7z1Duu+0/jDk0QS61jNjSRTfuRyBUf6f0Sdcx9GvUtaIxs752lwH8Zl66bBfYjd6Cazq68QCK0STa4RTazS23IbzXXHUSn1+HcnJbTLFUe/r+t24mkvLXXXolDIWd58j5rK7/CH5pErZLTUXUtDzRF8gUnm1/6MWm0gntyiVC4yv/4nvP5LWI3t9LTcjEqhR600sK/7dnZjC8ysvIpB55HKLTu7k9LatRpbWd8ZYXH9A470/wC5XCmiwwweJpd+j0HjplBMoFJamFr6PYf67hVr+DI5W8FLNLgP4XEfZmr5JcrlHCqliXgixLL3bfpab5MUagEM2hrm1l6XINLpTITLs89JUgUqlYG1rQ/wuA9jMXpw2nq5PPcsyAqYDQ0UCsXKcyc2nM9NPorD0kJ385eRCwqS6V0KxVQlW+6l3jWMUm5kdvkdNFotNfZ+GmuP0lz3KUx6D/HUBjqtmVQ6SEPNocp9rQQapQL+8DTdzV9iOzCKUmmWZCvmVv+ERm3Abm2i1n4Qh62DsfnnyWRjEpT4CtJn3fchuVyajsY90qbd0s6G7yzlch6Vwkg4viRBpMvlMuWyjGXvCFu+GTRqHXKZCo3ajEwmQ6lQ/9MUQvuf/5d//W8P9H0dmTyLIBOIxNclaBPAdmAClUorOWi5XMFWYAKHpZ3R+edob/g0Bp0buVyFIIAvMC3RpufXX2czcIljQz8ind3kcP99ZAtR5tZex+u/hF7rJpH0UUbOxOILDHXdXhWtRhLrqJXWKgmEWHKLSzPPYDLUo9fr0Gj09Ld/kzrnfnL5XVa977PmO81OcAoBNWZDI6HoDOlsiMX1tznS/wMMerFJaDU2s7T5JrWOIeRyJTWOfjzuYeKJACub51AoBErFMmajZw+uqLSyuP4Gtc5BLs//ksGO25ELCuQyDWu+D6lxDIg67MYWDLpaJhf+jFwuMNB2K05rl3SefDFHJLEqOdpoYpOp5T9g0NpQKpUY9DZRV73h2irk08bOGTzuw9Q69lEuyRib/zUGvQv/7rS0CSsUaszGesbnf0s666e94fMSukmnsbMdHEWvcbO0+TYNNcfRqK5iEgoKHNZOLkw/gVnfRK4QlfD1GrWZDd8Z3I4hKMO5yZ/TWHuIBvdRtoIX6Gz6HLXOQTzuQ9TYh8jlsqxtn8QXWCIS3aFUjmEyOPG4j9BSdy11zv24bL2EY0s4bf24HV1MLb0kwftALKNs7JyrgvRZTQ1EkxuEIhtoKj0Dp7VTYl4HwrPYrd2USkVGKrBFo74GXwV66bB0ki+lWPGepMY+wKr3NFZjG/qKford0oZMpmZ09gVCu5vodQ4G2m+joeYwJkNN5T6corHmOGqVDqupBbe9n5Wtt1jfPovJ0EgitY3N1IYvNM7SxptkcjF2Iz6S2Q12QtMYdLWY9DWE40tEY360Gguzq69xuO9eqeSnkKtZ952mwS0KetU7D7DuO8tOcJ6twARNdYepcewR9UAMSJLZHWRlNSqllvNTv2C493vSOWUyGTu7k9Q591c+Q0VDzWF2QtMsb71PrWMIb+ACCrmOiYXfMtj5TZzWvZKgzdTK7Oqr0j1KpgKML77AcO932I0t0d74GRRytTh/YPpJDvX/gHB8jkO9P+Dy/LOolBoMWjFLnFt7A5etC4POjd3Syejcs3jch9nwnSWT26Wr+UtkslESqRC1jj48rkOkc0EmFl5Er3YST3uRy5VsByYY6vwbPmo19gGml/7I2tY5auxDBGMzrG59yLpvhGh8g6aaE2TyAZrrThBNrrCxcwav/zzr2yOEIt5/etBLg9aJ09LDhu8MfW1fY3HjDSaXfk9/m8gK9YXG6GjcK73UOg6wuvUg24EGVAqt1I0HqHce5uzko2wHx1nefJeW+uulcYKCXIEgyKlzHKDOcUDUK/GdxBeYZ2XzIjcc/e8xXjUUAcCib2bLP05Xy2cpFnPMrb1GMh3icN+9KBQazk3NsL/rTsbmf8Xh/h9KolQAiVSQQEQktGxsTVPj6uToVY0yEFO2TDb2MWhcMDbDUO9X2Y0solKpuDj7BOVSmTbPjdgtzeSKCZY238PjPoCyUp82G+vJrIWlcxRKBSYXX6C5fh8djTex4n2PufXXcVjaaHAfR5DJKJfKpNIhZtdepVQuc7D7LuKpAGu+EYY6vsGS900uz/5SKjlksnHEaZOiue3dyGVKTl16HJVSw+j8M4BQiZxkhCJetnYWETDgtnVhNTcjCAK9rbdycfpJ5HIl5o/Q7kFs0rltg7x/4e841P8dcvkkSoUOmUxGa8OnmVp4kUR6h57WL2AziYGBQq6uOodMJqPG0c3O7iiNtUOkMmFiST+NNddWDSgB2NmdkRrVpVKeizNPcrDnHkBkJSvke5lmoZDj/PRjNNUdRdVixai3YzY0srD5Z9KZKH2tt2Ey1OIPzrLkfauCuqm56tPEzbbBdZRyucT4gjjpyGS4gVwuyfTyK2TzYVy2bgY6v0wovE4oOkcivU8adwgiPv5qRJpKqWeg/VvsxtZ449S/R6s2EU/6cJh7Geq8A0FQcGbiIQ7330cssc3GziliKR8KQY8/OIYiqObE/h9JmPYr1/CjUh0ttZ/mlO9B0ukYwfA0vuAYapUZvboGp60Ti9FDc+31jM49iyBT0NPyFbQaU9U5FAothUKu6tydTZ8jltjh4szTBHc3KRQLHBm4T1rfe2tDQJDJiScDlGUFRmd/LYmYLXvfkN43s/pH2uo/g0qhQS6oUChUHB/8CWPzvyKa8NLR8HnCsSU6m0SxNaVCQ3fLFzk1+jN0WpOE2lGrrISia9L18LiO4LYNMbf2Kivr42xuL1Dv7ubc5GMiikwQKnOQFQgygUQqTCwWIJmOMNx3J+2ean39reAITmsHzqs0csrlEvMrZ/kk9lfl7GUS+lisTbY33MTGzmkuzT7Dge67yBUS0mCKK+a29XF2/AlqXZ2MjD+IXK6oQMcURGM7nPE/w83X/jtUyr2FcjXaAETWnsPaSWB3CWQyZlZeQiYDtcqE29aP3dKJydDApv8CgcgMcytv0NH4OXpbxUg4n09TLonEIJu5lc3AGQmHDiJfQKe5lm3/BBazG4Pexsj4Q/S1fk0aOAFgM3XgD09TUxl4vR0YR6My0Vp/DcHwNB73YTzuwxV9lA9Z2HidSDRAOp3guuF/sXcdK/LIV5pj5ybFwdbx1DbB8DJDXWLk4QvOMTr3HKVymUBohUTKT3/7N6X0NRyfp95xAJlMRrvnJvyRKU6N/pRD/T9kN7aIzSguyhXvabaDl7CZmxjqvI2SLFU1dzObSxCNb4upsKWZSHKZzcAZiqUchWKWSMxPOpuiVH4IuVwp3UMZcokJS1nGivckm4ERisUcCoUSuaBgwzvLocFvS45evL/Vg0dKpRLnpx6jsfYQVlMnS5tv0tn4BVEwzdhCe8OnAYjEN1Eq9hycy9pPsZhldP559nXeQSYbQ115PRzbZHLxBSlSD6u8BKMT1DqHGOq4nVQmwsLGnwjurpNMhrj+6H+HSbenVvnRydCN7uOUyydZ2bhMsfQ0Oo2Z5vprJNGu8YVf09v+VQQEzk8/TnP9MWnubb5QjfjZ8o+zvnMKtcqA09aMWqXDoHdUhv3IK2tELF+YDLX0Gm6lXC4ztfQaqUwCrUbGzOor1DmOUOfai9av8EdyhQzj879CEOTs77mD8fkXUCi0HOz5Psl0iGTaz258jg3/h+TyKby+BUwGO6HoMkadq6oxbje3sblzmeb6K7yQLAvrbxNJrGLQ2QlHdpALKmZW/kCpnKNYKlAoZKEsQ6O2oVa6uTz7PDKhzPHBn0ibhl7vJpEKkM4FyOczklCbIKikgGqo83aWvSc5M/EoyVSM8fnfkM6FUciVKOQqojE/ZqObfCGNSimuw2w+UnWt133nRFkTpQajwUV7w42oVfoKP2Sv2bzpO0+xWMZmqcNhFmcsINyI07KXqXx0MwWRc/NJ7a/K2Ut21ZD0BrdY+zw7+XNUSi2JVIBgdIpwbJ1cPkU4soNaZaC7+UuYDLVSaaJQyHIm/QjD/XdzdvIRDnZ/V2oSXj3BCGDdd5JAeIlrD/4Lzk4+socmyCVZ9n7IytZJ5HIlW74FVEp9FVQKIJLYRK8VI7aOxhs5NfYATnOfhCIolUqcmXiIntabSWZC5LIF2j03Mrf+GrlcStQyV+lpa/wM4/PPUWMfpFDIsOR9j+OVDKDGOcCKd4SW+mMVfZQvUS6XOXnpAaJRH6Nzz1LnPIDT1itC6YxN7IRm8IUu0d5wnRgJluX4Q28Bx8VzOrqocXTx4eW/Q6+zVTl6gGjCS3Ptp6W/XZY+tJ0Ozo4/jEKuQaOxcWbiIeqc+zgy8CPkgoJQeJVIclE6Jp2JcmH6SQ50f5cV77so5EqpUQXiIPCR1KOUSkXaGz9TtfivmDdwke7WTxNJrnK47wfSv4uon2dY3z5FrhClqeaaypAOI8nULnqdjVwuybmpx+hv/yoWYzOlUpFiMYtSoWG45x5Wtt7l/PQvONh9D2u+k/Q031L12bWOgxSKWSYWXsBl7UehMLHsPUkoMsfRwfv3silDLeu+96TjtGoTdnMrkegWZZmMhbU/ky+kMeoaafPsbYTh6AZr26fI5HdRKfUoFWpKpSJue3+VNHM2H5eQRccGfyw2DOObNNZcg1ymJpNLMLPyR3L5GE5rFwe770ap1HJ28hGO9P+ArcAYI+NX2K+OKkfk3RllzXeSWmc/9TUdKBUaelq+in93nEuzT5HLpTDoasnlsozN/4ZsLkp3882YDPXEk35s1gbMhhqWN9+lvfGzFcRYP/7wAvOrr2O31CEIAka9nbn1V8nl4+TyGYw6Dw5LN9uRU6Rzu0TiK2jVJuqcB+hq+TyhyBJKuZloYoX2hq+Lm37F8oUMiVSQLf9lAqFV3M4WJpdfwGHpxGHpps5xiJnlV8nmoxwf+ufScSZ9LcHwMi67qCLbXHuCpfX3yedztNRdh1Hvuiqzfpp611EuTD+B295Fc+315PMpUQJ99TXiCS+emmEaak5Q4wgTiqygVOqqxBNBFHuLJjcZ6ryD2dWXaag5RL3rIFPLL7Hi/ZCelq9i1DkRZHtBSiTuZWblD1XckH/I/lGcvUwm+wbwb4Ee4HC5XP7kNDA+jrO3m7pZWD3JTmAZygJ1jkM0dV5HKhNmfv01uptvYXTuOY4O3i9lB/Prr9PZ+AXs5iYO9X6P81O/YKDzNiyGJgmaVS6XmF55WdTd7rkbENX+rkTEKpWe7hZRcmBu7TWU9UZy+fjHoGTx1Druq6bgDHXcweTS7xju/Z7k6LtbvoDV1IpCbmBh9w1a1ccY6rideMrH2MKvUCmNDLR/jWwuQbGY5+LM0wx1fFNaePWOQ5yb+jkt9XsZw/TKH/C4h9BqtQx03sHi+lssb32ATmPBom9jYvEl2huPV6ju4pDpTK46Mrk890u6mm/EoPNwaeZpjg3+WIr+8oX0x36rVmNHq7Hh9c1i0EU5OnQf+qvQUgqlWmIwp9IhLsw8zaHee9FqTPS03MLYwnNSHyaV2eXi9NP0t93Kpv8MK95TFIs5qZl4xTZ3znOo94dML/+BQHgWZwXRtOo9VWmS72dx413OTf6cwY6/waTzsBOaxV5sYWLxNxXNfbFcIwhyaX3JZDJa6z+DzbTKh5f/H/KFAm31WTLZGAq5qKcik8locB+nUHyX6eXXoVzCUzfAcO/3q3DagiBQKucpl8v4w1MsbbyLy9bPdcP/knNTj3Kw5x6KpQK7kSUWN99gyzdLJLaFp6af5rpPYTbWUywXkctfYKDtWyysvcHy5kk87gM4LX1VPMNSuURHw00srr/Hm6f/d9QqDXNrf6S59lNYTXvOIRL3opKLmUidcwiHuZ0L00/SXH8UQSZjOzjNivcd3PYujvT/SJRLiKxUPqNAS/31tFQ+bze6wsjlx/HUDlYJFJZKBQSZnNb6Gxidex5fcIoaRx/Ty38kX0hwbPDHXJ5/Go/rEMHIsgRBLBbz7MZWxdr09jRH9h2iq+mmj8gsT9DW8BkE4QYuTD/B0YEfSdmFUqFBr3OwG1/i89f8GyYWfkN/+7fY2DrH+MKvkVFmy7/EkcHvVc+WVteKxLiKs78w8wQH+24nmQqxGThLn/FWQAwk5IIau7mJ40N/y+bOJc5MPEwkGuDCzBO01F1Lb0XuY2T8QQ71/QCndYDx+eerrs/C2l/IFZMMddyOf3deQpJVkdbmn0evcyDIVATDyyxtvolOa+VA93dRqwycG32BT2L/WJH9JHAb8Oh/yUG5Qlr8n4qvL5UKrG6/jy84TUfTjazvnORAz5486sTib9jXeQdajYWm2hPMrLxMX+utxJM7JFJBelvFG6pRmzix759xbupxmupEAaZiMceluV/isvZVoVyspmZ8wSnqXHvOOxxbJp4KMNxzNzu741yYfqJKsTKW9FVFwAadHZ3GwVbwEqveEbpbviDpfxh0DnL5mPReo66GQ333EooucGbiEYoFuDD1DE57O0b9Xn1XLldi0DkkBcL59ddRKfSiKNTkHIV8mu4KTjqXSzI6/wK5bBaraY/QIsgElMq9evbS5rsYdW6cVlHJsrX+eqZXXqS/7RtkcwnK5T1nVioVmFh8kUwuTGfj55AJBboab2Fx80+k01E6mr6I3dyESqGnWMoRT+0wOvscR/vvQ1VpaisUKorFPOlsjGIxy6XZX3K4/4fkcklkMjmH++7l0uwzFIppPC7xnkTi66gUxkp9/6vSvACZTEYwOsPBOrGe3t7waeoc+7g094zIaYhtshMe43D/fVW8gqoFVrF0Jka5LNbkF9b/IhJjSrlKui9IUXA4uoVCriKW8HJ++rGKHj8oFVpUCj2B0CZnJh7GbGjg6MBPJCdzRfVULihw2rooy/Jks0lSmTD1jkPoK/0h384kFmOjSJRrEe/l0sYHvH32P6CUK7kw8wuKxXxFskFHuSSuY62mlkw2xtrWaTRqi4TC8QbO0tG0xyNRKLS01H+a8fkXSWfimPQeDvf/UHKgm/7TtHk+h1qlZ2HjdYY67pDWjcPSRm1NB2Vy+EKXqamUkEqlArIKLn+w45uMjD3E3OpfaG+6hnrnIcrlMoV8lhr7ENvBCcJREfEklytxWjtY9r7LwYFvseW/WDVRC8Rg4Eqm2dP8JUbnnuVgzz3SJnth6nFJp8diaiAUXqTFc5wWz3ESqSD5wgtsh86zFTwv8U2M+hrWd04DMLn0e+pdg9hMbdhMbUwv/5GNndM0uI8T2J3HZNjri4jNcBkKhZL9XXdJGV00sY1JX4NCrsKoc6LVWqXfOLX8MiqFmr5WkbwXiixht1QTzFQKHY3ua1jcfAd/cJmF1RFuOvGvPlau/iT2j+Lsy+XyDFAV+XwSK5ayXJx9mlKpyMbOaTZ8F2l0H5NIBuH4AtH4NmZjLVv+cWyWZrSVxVDv2kcoOs/O7jgr3hEOdH2n6tyCoOBw3w8ZnXuW9a1x4vEA3S0347C2V73PbupmYeMvkrPP59NMLf1RSgXdtkGgzIXpJxnuFR1NsZj5WARs1Hk4O/orWhqGq+jXMpmAUlndaAKwmzs40FPLB+f/I6HwOlqtnvWdEUzaBkyGGgRBQVPtdcys/BGr2UOxWKCnRdR5qXUcwrc7RnNlcpJKpadYSnLD0X/J1MpL6DVWupq+hCAoUAii4wlGlonE9yjjALXOAULRBbaCF6GswGZop1QS5+wm0j46Gm/EbhavV2mziEHnZKjjDjK5OCtb7zC3+goe11ECoRWCu8scG/xxlb4+QEfDFxif/w25QkJqpmWyUYRKs/dA912ML/yWYjFLU+11rHjfo6/165V7KOC09eINnMfjOoxCrqpq2um0VvZ13sEHFx4gnYlxePBvqjRsJKuEyaVSibH551Gr9Fxz4L/h/PTj7O++82Nvz+WTXJh+CqetGaPBiSDIONjxLfHelwrkckmy+QTbgRmKpTxOa3vVelDIdeQLGZQKDZHEOksbH3Bs8MfkChnOjD/Eob570apNhKKz0ixYEHXgfaFRBjpuqcz3/b70WqlU4NTYA3zuxP/E4uafGeq8g3BsnYX110mmQ9hMnexGNiiXTpNIb6JQKFHINVgMDdjMjSjtahJpf9Ww90jcS3eljJXORMnmElKTdss/jsPcRnPddZyf/gWCoMJl7aNYKiCruJlMJkahmKdMmXqnCE7IZGMoKkOz+9u+ztnKYBBBEMhkY6gUWhrch0hmfGzsXKTBfbByzVMUi3uDXOyWVmLJbebXX6Or6UtMLLxAq+eEFCm3e27i3NTPJWz7mu8D+ttuw2RwsxtbYWT8YepdB2mqPUahmGZl60MUChX1zj1kVW/rLZyfehy91lWRAe+lWMwzv/E6iVSQI/33EYous7r9Hh0N4mY8t/oK/VcRproab+bC9BMYtE5Mxhqaa6+TXsvkQxQK9UwsRSJCjQAAIABJREFUvEQy7RPviUKD2eCh1jGEUqkiFtthdP45Ohu/gMv29w8s+k/Z/+9r9jKZ7IfAD0FkgOrVTmY23yFfKHFk4L6qxVhrP8jy5tvs77mT5a13P0ZrdlkHOTv2DHK5nPHF5xAEOTKZgEwmR4YAMgGFQksmmyaTTZLMbGMtNVc5BIPOSS6fkP4eX/wNfVeJn4Go/1Iul7g48yQHuu8mX8gCovzr9MorpDJBahy9tDcdRoaaMxMPUescoMF9QoRGCuoqZuF2cIq1rffRaMx0t36OhbW30WlsyMpq1rZPk8oGUSpUKORqNn1TgIyDvXsZTr1riNH5ZyRnv+WfwG5pRauxMNxzD1v+CU6PPchAx9dQq02EY5vMrrwilr0+siH3t9/G6bEHKRXLmEx1nJl4mI7Gz9BvvbXqfaWrHkSNykhP81coFHN8cOHvCIU3aW4cZHL5t4htd1mFJSojmQqzG/HR3nRMqkGXyyXKV13fwY5vMrX8MpNLL5LNp6saeh0Nn+HU6AMYNHUYdCKbuFgq4AtexhsYRYaAXmdCrzOTyaU4P/0YGpUJj/sIdnM7MpmMMmWiiW3GF35Db8sXsVvEh+qjaA8QWdyXZp9lX+e3Wds6RZ1rH5l8QELpyAUFWo2ZRDpEa+NR2upvrNRiT9Ld8mVM+losxia2/JM4rM1MzP+eE/vE4EWl0DDc+z0uTD3BkYH7SOd2MRlrSaYCTC2/hEHn5tjg3yIIAoHIeNX3ujD9BAMdX0Ovs5HJiZmi1dSI1dRILp/i3XP/J8l0lK7mz9NtukmSRi4UMmwHpxnuuosl71ssbb5Lm+fTRGIbaFR7GPmOhi+ysvWO5Pw3/WckMbBDvSLTWCGoKJXKyGRKQtE1ZpZf5sjAD9mNzTGz8io9LV8ikdpBq3JJ17en9WZG55/nQPedTC79jq4mMWDpbLyZkbGHcFq70KgMBMIzuCzVUM6W+hNMLPyWy7O/QqVSS9kFiBDfOucga1sjNNQeIZbYxtQqbgQ2UwvHh37C6vYHjIz/jHQ6wa5isSrQuWIHe77H6bEHKJfBZm5iZPwh2htupKf5K4CIOlvyvkVrfaEyW1hV1efK5uPE4rvsRraoKyUr83PLlMsltnxLZDIJOptuwmq6WZJPKBQynJl8lKMD93N57hn2d93F3OorrG2fZP9Hgtb/nP1Xc/YymewtoObveelfl8vllz/pecrl8s+BnwNoNaZyJheloa4bh6WP81OPSzKyDksnZmMduWKCmZVXaWu4DrmgYMs/xab/FDJBwG5uwWJyopAr6W7+qkTpvtpOj/2MA723QlmGrKzi3OQj2MwttNR9GpVSJ82aBNjwj6DXuqp0Q65YjX0/5XKZkbGHKZWKnJ18FKVcQ3PdNdgqRIs134coBQv9Hbewvi1OSXJY2tCqbeyEZtmNLRBLbuK0dXKg5x5USi1z669zoPdOFtZfp7u5l4aaaqZnKvMgglzGpdlfMth5O4qKaFUunxIXn6BgZftdjvbfLx1T5xrAZe/m0sxTpNIxFlfPMtR5G+tbF0hlQhRKSfKFBPlCFrlcjkxWxh9aRqXUcWzw/o/p65TKJYofEatLpXeZWPodVlMDCoWafCHLvo47PkKKK3Bq7GfcdPxf4Q2e4dLs0xzo/i6lUhEBoep9Bq2difk/o1EbuDT7FHK5GouxAaO2kQb3EUbGHqOv7UuML/6GZCqIyzrAcM/3KRTSTC3/Ho3KhslQQ3vD9eQKGebX/szixpsY9TXsBJbJ51/nSP8PqpppSoVOmrULsBtbYnpJ3BRVCk0lQk9T7zyMUqHjzMQjHO77IYIgVKQevirVYnO5FGMLv0Kt0lNrP8hq8BTrvpMc6b+vClqr01gY7PgWF6Z/gUwmMLf6CrGkj6HOb1cxYR2WDjZ3LuNx72dm9VXqXANYDGJ9XiHXEU8GMOqd7MYWmVp6leHeuwgnlklmtnDZ9iZVjS78mt6WLyOTyWir/ywXZ54iFFlmK3SRzsa9ko/d0sTc+iuVKWxKZIJMAhwAHO77IWcmHsJiaCEa3yKR3uDowH0VpzvMpv8xkqldklkfNnPz3nnNHWwHx/DujFOmLJUqBZnA/q7buTTzFMeH/pZAeIb+jj28eqFUYHHtLRLpAMGQl9qaNkbGH8Sk89BUdwyDzkVj7TWMjD2IUqnFZtqDL+YLWcKxFTK5KDKZnGg8iFZrYmzhWcrlMqKURUkc6FkuoVCq8G7NE40HODLwXWyWan0tj/MwGzuniMS2aK2/vtKnmWZ9+zQymYKhzq/jD08w1PUt6Zhkepdy6QVyhTQGvatKJ+fCzJMMdX4LhVyF1dhAOLZBX9vXiCY2OTv5ySvh/9Wcfblc/uw//K7/MtOozOzrup3Lc0/TXHeM5rpjFAoZ5tfeZGnjHQx6F/lcnrXIeWIJL5s7F3BY2hjsuB2NWhQMCsfX6W/9BucmH+PY4P1VZYTJpd/TUn8cvaaWZe/7dLbcQGPdEfyhBS7OPIVB56C1/rMVzelLbPovVWUPyXSYneAM8dQm6WxIjLhCq5TKJW489j9g0FdvLmqFhWjMB65+GmsP01h7mJ3QLOcmnqZQyHN0/930fkT+NJ7cpqvxixzo/R4jV41oAxGBIAhy9nd9h3B8jfOTj2I3d9HZ9FnM+haCkXli8S2aao9WkZ8KhSyByCwqlY5AeIN0Ok6hHEetNmHQd6NRGVCrTKiUIlzszPjDWC11WEyNnJl4mIaaYeqchyQ2cD6fkqLgcrnEytZ77OzOsq/jTqKJdbQxL7XOQc5OPsrBnrulUtvF2acZ6LgVlVJLS+2nMWinOTX6AO0NNyGTyUWBr+338O/OU+cc5lDftwlF1+ht+zyFUgGff5rNnbMk0n4y2SS+3XH6226rktOYXH6RVs9nMGjdjM8/j8vajUqhob9NlNIdm3+BVDqBxZxnOzRKvfOQlD1aTS14faO0eI7iDZzHuzMqlRxAhOIWy2JfyWXtRyHXMDL+oDjZjIJEhAJQqXTs77qTzZ1Rzk08QyoTw2lv4NLcU5VsU3bVf2VkMgkisSD5XIa2xusoFfdkugHqnMNcmv0lckFBPp/E49obEdhYc5zt4AXWd9LkcklOVL6z3drMuanHsBrbsBgbSaQCyAUFZqOo6SOTydjX9W3OjD+ETJB/TEa40XWU9Z1TmLRNWD4ytF0QBHpbbuOds/+BUgmuP/y3Vc3VgbZvcnnulxj1LjzNR6uOddsOcPLCz+hpu5FEKohea0MmE9Bp7TTVHWFm5VWy+QQCAiubH+LbHUet0lPvOkhn042cm3qcoY47EQQ54egqm/4zIsotlyKXz3N+/FcMdH2ey3O/pFDMUCwWMekbaaw5QVejjXOyn1Ms5dnX+fdHzQsbb5NJp3FYOtkJTbK0+SYKpRqlQofd1I7D0sHluWcpUyYcX2J29TUshmYO9tyDICgolYqs+t6tOufS5hv0td0GyBide44j/fchk8mYWX0VT81BiX9RYz/I7OofcVrbMBs8HB/6CUv/FGfQXimnXC3EpFBo6G0TJ+sEd5dZWHkIhULFvq47q9isAPGkH73GgVplYF/3HZyd/LmUBm8HxoEytY4DFIt5Mtk90pHL3oHL3kE86Wdq6ffEEyF2o1vU1XRybupRFHIVckGJWmXCqKvHZj6OQe/C67+IVm1jN7rB2MKvaKm/jjrnHpJErbKQLcxUfUd/eBKPu59CKc/K5ntks1Ga604AojMvFMSHXCEo6G25hYmlFyQdjWBkTopYrMYmjg78mK3AeU6N/pTmuuvZDl4mlQ5zrPEnROJednZHSaR85As5bKZO+lu/Rib7FG2eo0C5ih16xeZW/0Sde4gt/zgt9Z+is+mzLG1+wNkKxLLBfYxsThT9iiW3mFx8kTrnAY4NiBDRraAPu7UDs7GWgz3f48L04+zruoNAeA6bqQmL4aqZnuZuaFJwfuJZ5IKSeGqT5trrOD4kIqAicS/5YlS6Hp6aQTw1g5wee5Dh/m8SCM9VOahSqUS+kMJSESjLFVLk82kpu1jbPotcLqPG3cJw7714fRc5P/UYOo2VxppPYdY3sbD7Bvn1XbK5pDRj9IppNSZyhb11YzO1M9B+K++c+z/Qqq2sbZ8kmtikUMpSKGQplUroNaKshi80Tmv9p2isrXZ8V7736bEHqHO3caD3HjZ9F5leeZliKY1SoUWjMmMzd1As5plb/TNNtdcyufAy2UKEbC6OQqHEt7OKyWijteFTxJM7mAxuZDKB4Z57ODX2M47038fE0gvs6xCVRLO5JMHILIHILMVikWQ8xJmJh9CqbDTWnMBqbsBTM8zI+IOEFCt0N4vPYCi8zMr2e5TKBUz6WmyWesqU2A6Osrjxl4pT1GI1tmLS17O+dRmroYud8Bj5QgKVUodRX0ONs4Niscj8+utkc3GUClWF+a5ideMy5RJcEp6kxjHAob57q8q5WrWVRMqP1dSAw9ou9d3y+RQfXHoAZALbwVmODd73cRG20DwuWydqlZHZ1dfpbv5i1eupTITd6CIn9t3PxdmnODqwlyEXCjk2fBeZWnoRf2gDyiUaaz71sXKyIMirgBCZXJxUJixVGmrsgyxu/gWLoZ1cLoaneW/jNugclCoS7YHwEoHw/MfWy3/K/rGgl7cCDwBO4DWZTDZaLpc/9w8cdtUJhI+p5W0HJljxvk9LwzB6rY2ZlZcl9b4rtrY1IlG2jTo33S2f59Lsk/S1foNl7/uSvKtcrkQQPt48NupdDLR/i5OX/iN6rRWVQlvZrYWPvTee9LMdHONI/w85P/0Ywz33Mrf+Kr7QWGU4toBWbSaX39MZvzT7NC5bJzW2g8ysvsxwr6izfnrsZ+zr/DaRxEoVztxuacUfmcQbOEe98zCB8AzdLV+9+jpT7zpMjX0fk0svsbh6EbPRztmpR9AozTTVXkdXU3UJSi5X0N3yRS7MPIXFsIDtKtZxOLpOIu2nq/kLhKObJFJBrCYPbZ5rafNcy+rWCGcmH0atsODfXSZXSEgM4iuWSAdoqbseEJ3jscG/5YOL/zfhqI+25kOMzj9DsVSgWMxTLBRQKrQolXrSmRAtdV+jxtErneuj1w/g8txztDdei8s6wFbwctU6mV/9k7RxAnhcx/AGztFcdx07oVkC4WkO9nyXqcWXCUfXaaw7QmPdETK5OLMrr5DORtgJrNJQu5993dVCWOLvsZCIbEh/bwcmWNs+iUppYCe0iE5jZ6DrG9K81yt2bupxrhv+bxmdfx6HpetjEfTE4m/parmRUHSZdCZMq+cErez9jlQ6zIWpZwnsLqNW61AqZbh1fei1NjQaC4JM4GzpYQ72fJ+twATLW++SzYZRKDUoBLH89d65/wuFQsX8xuvk8gnKpTJ2cy/9rd9gffsCarWaOucBInEvgcgEy1tvkcunSKeThDI+SqWXkAkyLEYPPS1fkZjHiXQAl7WLQqHEQIfIdC+UCnh9o4TCK6QzcbaCl+ht/VIF319R+OQv2E29ksjdFduNLuHdnhbLKXI1VmNrlaMHMGobxDGVpr1jA7sLzK69xuGBu1nc+DN1zgOMjD/A/q67qq739u44Da5D2MxNnPc//rH5uqNzz7K/606USm3V7GgQ0WRWcyOb/jO0NRymXBbY8J2CcoHG2uqpWApBI63NZe/bdDXeLL3WXHecDy8/xOTcW9S5OxkZexBBLq+QQeX4Qxu8cfrf09V6XdUw9H/I/rHQOC8BL/1/PV6jMpLKhKSdcHr5jxRLWY4O3s/E0m9o83yWNd/7zKy+Rk/z3kVMZLxYzXt/282dxJLbvDXyv3HDsf+xKs2U/z1stVhih7GFX9FUewK9zoROa+P02AP0tt6K7SpyQ6lUYnTuOQ73/0BE1yi0CIKcnuavsBtb5PTYT+lr/RoWUz25QkpicDbXH8dtG6icI4dMJtBSdz01tn1MLb/ITmCVo4N3VzmwnuZbOD32Myz6FrL5mFRPLpYKhCKL+HfHSecilEpgMblQqzT0NH0Vs7H2Y78vk42hVYsllQNdd3F67Kcc7PkuWo1VlFRYflGKZIzaetJZP1b2ZHyb645hNjRy6uKDlGUlBJlCHGZ91WeUy3mpJp3NJZlffxWVSo9SKZKFrmyEV9vs8lsYDc7/l7v3jpG0Pvc9P5VzDt1VnXMOkxMGgzHYgDE2JtjggDEG42NbZ6V7pF1ptWelvVdXe1ercwwDJuMhGIOJxpgcZujJ09M551jVXakr59o/3pq3uxjOlXf/Wu4jITFd6Q2/9/k94ft8v6z7LhBLeGkoTrQqFVphWrJo00sfYdQ5cVqEa1jjOsTU4nu01gm15mB0gZa67UitsqyXs6OPYTE0M7vyEQe67kcikVLh3IMvPI7dIvRW1EoD3c13cnHij6jVemQyGedGnyhOUqow6isw6erRqa3E4oEiz48fh7VFCAZkCs6OPI7JaOP8yBNFsfAdVAPk0ahN9Db/iAsTz3JF7+/E1zYD00gkEhzmdiSoWFo/RVfTNs9+cGuZsYU3qK3ag0arQq91E0/5qNzBz5PNpSkgOKNq1x6qXdsZWzIV4eTgo4SjfrQaHTVlV14mwJPOxNCojQKPkrESi7GYGWUSnOj/PZlMAoelmbqKq0o+txmcxayvpKrsECeHHqbWfQSpVIpcKkcul6PTmdHrrRQKBbyBAeortiu/SqWBWMJf4uyXvSdZ3xzlUM8vWfKcoqnmOkZmX0EhV9Nc/W10GgGOWGZrYWnjc/Fz4/Nvk0xvcbj7QWQypSCEYmxid2s1g9MvUm7rpdYtzKckkhsiI21nww8YmHyeQz0Cq+TU4rtUu/aJZUdB+axf7JtNLb5LJL7Oga4HWPdfQCG10NV8C7Mr73Nm5HH2tP5EDHyMehe+4CwWUxVbkVXai0FaNptkcOol0ukoCrmK5urrMRurSvpihcLTmPQVxBJBMXD6R+zykPT/x3YJ/axRWQhH1wXJtuE/YNSX0dV4W1GRXcA+17mvppDPsLDWJ35eIVeLpSABMvgWG/4JZHIVIzMvk98hTiL7wki9PzTH8MzLHOj8Jbl8CrnMgNXYwIGu+1n0HGd07g3xvRfGn6Wz6RYRlqZRWYjENgAhtT/QeT/z658wsfA2UqmUU0MP01RzrejoQRha2TYpqXQMmUxGMDrD0Myf6J94hjMjf+DsyBPo1G7ODD9DNBZmcukdLow/zdmRx9gMztBY9S32tf+SA52/xGZxcaDrfsbn32BtsxS9ATC3+jkOi5D5SKVS9rb/nAsTz5PLZegfe4buplvFaMZuaSQSXy/5/OL6GaaX3uFAz71Uu3fTXPMtxuZe4+zIE8QTQnkjmxPw6TPL79M/8SxVzis40vtP1FT2UO06wMmhh0imwnzRpBIZvS13kyfF0PSfAQGmKpMLG7THN0Y04SlxGGXWLoKROQCWPedx2TsvQxdl0hnOjghzEZfWhsVUTTTu3XEv8lycOEa5rZe9HQKZ3MGuX7G3/Rd0N92FXl3F2uYFTg39gZnFM8hkGvZ3PkB9xTUoihKFCoWS+opv0NV0GwMTzzG99BEA0bgfrUYIWjRqE80132CweH75fJbJxXfoqP9ece3UEE0I1zybTXN+7BmWN/rY134vbsd+FHIdbbU3QUHG+MKbxeaiEPmrFNtIGhCi6/6J5xmZfZl9HT+huqKdK/f+jsnFt5lbPfGF9yYv4xMKbM1yZuQxelpuo8rdSjwZ5OLEc2Qyie314DlBuW0XEomUxqqrGV94G4BVbz8e/wC7236GUqmju/mHSCQqzo89Rbr4eblUTzwZLF6HHMMzLxNN+NjfeR8KhYZcIYVWbWZ/x3201HyH0bnXuTj5HLGED53WSiodLrKIPoJeZ2NXy11i09NsqGF9YwSN2sSBzvvJ5sKcHX2SfD4rKEUV14FGbcZd1sPM8idE435C0RUqi3KeAC77LtZ850hnk5waOopabWRPEUiRSofRa+1IJVKaqr5FW913ODPyBEsegcfGqK3DGxhmYe1T6t3fEP3R+fFnaay+Fqe1hd3tdzIy+7qI5gOBBTOTTdJYdT1GnZ2BqRf5R+0r5exjiQ2WvaeQywx4A9OcGniY9rqbSm7ATn3ZtrrvEgjP4vGNkExHURUZE1c85zk59DA2cx09zT/CYa2mqeZ6+gYeIhYPACCVKMgWnb/HN8L08vsc6LofpUJLJhcVIzOFXM2ulruxmmroG/g943N/w2auKcHOW41NrHi2h4QVCg27W3+CRm1hzTOL1dhQonwEkC8I0MWFtT4Gp15gV8vdVLm7qHQepLf5Lna33sOBzgfoaRaGRiJRP37/MnZDG3vafs6h7l/T0XCTiJBIp+PI5VqUCg37O3+JLzTG9OJ7Jb+5FV3AbtoWd1arjDRXX88Hp/4zFlNNyXi+Xusgkdqeth2ZfZV4ysO+jnvRaSxk8wmMOhe7W38icOgvv8OZ4cfw+VY5NfQIGqWDQ92/xmysEOCOhSx2Uwu7W3/MhfFn8fonLrv/EomEpqpv4bA2cnpYoFCQSRVE4z7mVj+hp+mOEmcu0CC3s+IdYMV7mqoygQYiGt+kf/x5zo78gXyhAEjon3iWrcj25pUpDvAVCnkuTjxHubWLCucubKZGYkmP+D6pVIrT1kRX060olCqq3J0UCjlODz/Cun9AdLiX0nadxs6BrgdQKdWcHHyYifm/iRw2IDR2ZVIpHt8Y/RPH6Gy6RXRSUqkcpULN7PKnnB19gqbqb9LddCdKhZaV9QvYiyW35prrUcgMjM69SqFQIJEKolII0Wg+n2d09g0ujD5JnfsK9rbfi0FXToECKqWR/Z2/JF9Icm70KTH4yRVSorPP5bOMzr7KwlofR3p+i91cTyabor3+ZmpdX+fMyGP4twS+llwuKWbfTksn4egKi2un8AZH2NX6E6QSKQZtGYHgPPUVV9JU/W3OjDzGVnQFhUxHOhMmmY5wevgxbKZWkapCIdeQy23zw3+Z0w+G1jg19AidDd8v4aECQQo0FJktrhEpjVXX01zzTT47/3+TSqWIxn0kUxFyuTTVZVfgC07QP/FHuhtvJ5/Pks7EiCUCJJJh4okIZ4cfo7PxB1QX1xcIfE9a7TaJnlHn4lDPr0llgpwZfgy91kEkvs5mcJpkJsSpoaPYzHUc7HoAk76SRHoTq6mW7qY7uDD+LPl8rrh2fSgVAtikuvxrlNla+EftK9Wg1WucZDJZRhZeJ5HY4poD/xNGfamTzO1AKUgkEnqb7+LsyOMoNkYw6cs4OXgUp62Zw90PIpXKCWwtolaasRhq2Fec0KxxHUGvdRLcWiSe9OELjbO/475tmoBcDJVyWw4sEttgwzdNPp9nZqmPKlenUL4oRghmQw3zq6U6kaHIAsueC9itVWSyaS6MP41cpkCnseO0dJPJpDg78jg2cz0Huh5AIpFg1gt47Pqq7UW1sHaCaGKD7tabiCfDjC+8xUHTry+rC69uDGHR1wJCg6i76U7mVj8uYapUyFU7sL1pxhfeJhr3kMvliMQ8nBo6ituxnxrXPqRSKYVClnw+y5mRJ6hx7xM1ahVfKK/oNHY6G+/g5MWHSKZjONUNuByl05CXNmmt2srB7gcZmXmZQGS2pAx3yVy2PaiVdvoGH0IhV9E/cYwDnb8sgSxesuryI/RdfAijvozh6b+QzIYw6sppqLoGk97N2sYomVyQMqvQFJtY8NNa910oSEmmIozOvUaZtZOK4jCPRCLBbm7E45ug3L5dLxXgvlciRUEwvMyBzl8xvfge8yufU+M+iNlQhdc/jsvRQSYbRyHTIZOqWPOOI5XlWPLKkUhkyKUq1EozZ4ePCYNUximWPWcFXVZyeDcXWFmfpKf1RijIRBlM39Yo7XXbsw6NVdcwt3qC4ZmXMBmqMeoqmFn6iI3gOE3V19DRcEvJdSoU8kiLyJ/Gym8SNC3QN/gQXY23U8inkctVbEWWGJ55jYaq63Dt6J0IAiU+LKYqDvf8lsHpF1nxXqBQkOH1T5LK+InGvSSTUS6Ov8Z3vv5fROSWRunEH5qj3NGG2VDBoZ5/on/sadRKK+GYl3MjT7Kr9SeiGDkImPlsLsUXTas2U+U8yOzKxwRC61gtLqaW3kYqVQgbpVyPXluGUmbGH1oQkFepTRTFcpzdWs/y+hBTS+8Wp6RTFPI5tsI+kqkYFyeOgUSKTKZALlUhkypJJiOojA42A5PiABcImfkXn8FLUX7Yus6F8WfZ9C2j05nJFxIlNCTC85BGpdSjVhmodR1haObP9DT9kK3YPFbD9jCVy3Y5iOI/sq+Usy8AoegiNnMVMls9M8vvk0fo+rvt+9Bp7eRyAr67UCiQTEeIxrw4LM30j72F1eTmit2/LqFmTaQCaFTCUIdaZeBg1wOMzb9GILQOjGIxlbG79SclNbN0Osa6b5TN4DAyuQy9xkl1+UHMxioGp5+nuvwg50efwKirpLX2RgGyKJOIxzW78gHB8ApHev6JWCLAoue4WAuPxjeZXzuOd3MBq7mCMmuvGK0atG42g58Ch0mn45wff4Yq1x5aar/N/NqnOMzNVJXv4vTgUQ72lDr8UGyOhoptygaA+opr2AiOcHLwYTrqf4BOYyO4tcz0yt+RSRXUuK7AZhIohtvqbkEhU7HmO8/Z0ceRSOTE4wH6Bh6iu/m2Egk+uUxVEnklkmEBddN6J5OLb1NXcYTTw4/isu+mrkJoNO7cpGVSOT3NP2LJ08eZ4ccwaktxzNlchnBkA5lUzer6JHZrFeMLl1pA2/J+guXxB9aIxAJcsesBzMbShp9KoSGZ8aBWGelsuI1EKszM8rsEwx4+Oft/0dV0E5VlpQ9UdfkR+ieOic4+mY4Sjq3SVncT+UKeubXjRUoDoVcwvfghC2tnyGYzrGz2UciDxdDErrYfM6F+g/aGH4j3Kp2O4Q/Ni5BLq6GFqnKn2ItJJI9yoPNXeHyjzK1+TCqzhULLV7TlAAAgAElEQVShxrMxSy7/skCXK5UjRY5UoiAU2WBitg+r2UVbw3Ucqvr1l06uFwp52LHGLYZaDnQ+wOD0i4S2vMBHZLJJDvb802VOzKitIRxbLZKESdnVcjenhh5nwzeLQePCpK+mvqITldxB3LLJyaGjtNfegs1Si05jZ3VzO+uVS+Xsbv0pH5/9b8TiIXpab7ysESqU27YpLfL5PJML7xGKzuG0ttDZcCtm42lC4VV6mu4W6+TxhEBGtrR5lnDER33VVXQ2fk8s3+XyWaLxDXbvmJIORRaYWnwfuUxNbcURkdZE+N0sef5Eb/NdLHlPcnLwIVqqv4PNUkuhsD1UeMkSyS384Ul8oWkUCiW5fIZUOkowvMBmcIp8Po9GacWgrRIGPYv3yeXoJprYYHb1Q+IJv1jf/39rXylnH0tsUFX+QwzaKgGXWuSUCEVWmVn+gK2Ih3hCcCyZbAq5TINGZaNQkKFSajEbK7gw/gyVZQepLhfGtROpTWymHR1tiQSntYuFlUESiS20GrXAEV+ccisUCvgCK4TDPr6297cl2GkACVKsxnoOdD7ARnCU08NHKbN1oZCpSKYiDEy9QJm1i30dAneOQeckEvOSzaaQy1XotQ7aam8km4vTVHUD4/NvAAVqK67EZmwgkQqytjnI/OpxepvvFHlTUpkITrMNndZKd/Ntlzn8ZCqIXlfGF81p6USttPLZ2d+jURsACV0Nd5QoCikUepKpLTTGKqrLj1BdfoTNwCwnzh+lvKyBTDYhyjUKl1AiPkCBrUXG5t5kb/u9aNSmIoKijkPdv2bRc4KTgw/RUf8DcjlB03NndFNdfgSD1s3x83/AYqxgcf0zFAo1crkWq7EOu7mFWDxAZfk+Giq/xpfZyOyr6PVmKst2Mzb/Jm31N2MxbDfTFQpdSZSoURmxGdvY8M8RS0ZZ2ThLMh2lvvIqsXGsVOhQKjRks0nkcjUDUy/QWVyLUokUrcpMOh0XJ3ubaq5lK7ZEKp2gxnVIbCCDUBeORL3iYJ5CoWHJ28eVe3/Lhn+EYGymhNlQKpUhlUpxO7twO7soFAqMzL6CxVSJ3dxIhXM/+VxGRDSV2SIkkltkMmk8vmGW1s9i1NXQUHllyRCUcP+2nX0ulyawNY1CriIWC5LPZ9jdftdljh7A5exiYe0TUQ84EvMglRTY0/4DQrFFKssFSu54agO3YzetdTcwMvsK3tAQrTU3kkoL8NlcPsvC2qdsBCbobb2dZe/nqBQWBqdeRCqTYTHU4LbvRVNEGCVTYUbnXieXT1FdfpDWuuuRSKQMTb9MlfMA1eWHuTD+LAe6BP0BrcaCVmPBE+jn+iv+V86PP43NVLtjcEsm6viCoJw1MvOGSIXSN/h7sckLsOS5gN3cjEQipab8Cty2PUwu/Y3Z1Q9AIpRc/OEJAlvzZLJxJMhxWDrpbLwDuVROIf8oKpUJi6GKGtfXyOXSRGKbxJIegiEPg1PPk8tnin2uPFtbm6SLdOnxVBCp5Mtpj/8j+0o5e63aJkIPs7mk+HezoYIK5z5y+T40Gh17238hvnYJo3yg62dEkkvUu+9k0fM5JwcfosK5j3gyQJ27nI3AGGub/STTYYzaalzOJgLBZVLppEj7eskGJl/Ebm5jcOpFXPZdYnQKlIhDl1k7cVraWVj/nPnlQTb8ixzp/XVJSgpC7W3J20d9xTUATC99jNuxB73Wxr6Oe8nms0zOv83M0od4NxfQqiyXpX3pdEwUfjDq3HS33M7pwYfFSEyhUImp8yWLJQIsez8nFF5BIVeiVmtRyNWXzSco5WaS6S1AiIqj8Q0mFt6k0t1Oc/W3Wdk4y8zyhzgsTVSXHUGh0CCVSVnd6Gd147w4OQmlfOG1rqtw2fYysfgmwZCHVe8geWJsRVfJ5VNkc2ly2SwFCpiMLrqabi05h76B33PV3n+mf+KZL3X2qxsDSIAyexMVzt00113PwOTzKGRKWmu/i0qpQ6nUbdNZ5LMMjB9Dr7Ozv/PnTC+/R2/zj/D4B7gw/hQSZLTU3oRB56TadQVj82/jNLdiNlSUTGNXOPcztfQenY1CWWXNdwGdpoy97TdyfuwpCoVCkUMJNCor4eia6OwnFv+K27ELk96FSe/i/PizmLRTImVDKSqjwPDMy+i1broab+fU0FHKbT0la/XsyBMc2X0/s8sfUlN+JUaDC39ohumV90imQuRzeYE1s5AjmQzhCVwkGF4kk0kWZy9uJ5tJ01L7HVY2+phZfv8ynQWt2ixCYPOFPEPTApBBLlcTW/Axv/YJde6rSWW20KotKOQqdrXczZrvPKeHHqEgkbDk6WPF209N+RUc6hbQL7MrH1Ju76CiTJBt9PgmGJ79C5DHu7nEkORlWmtvKCEkA4glfZiN1QKKydrM3Mqn1Fd+HYDA1gxKhUGA/XY9yKmho+xquwu9RpCWvMSKm8ul6Z84xt62bVbMlpobGFt4k64GAXa7ERgSKSJA2Kjb6m5haOplFlb6SSSO0VB5LT1Nd12GMEumI0ikCnqbfyTAopffo7HqeszGCszGCjaCI/Q0b2cYmUyCU8OPkwxGSaQi7G2/RxxcHJ0qLRH/R/aVatDu5JnfmSYFt5aZW/2E3W0/LYr7biNZhmdepq3u25TZWwhH15BK5dS5v87Brl+RL6SYX+7n7OiT+EPzdDb8gINdD9Jcex3pTBS93sLe9p8zOPWSQP5VNKO2FokkL+DyJYJuaCIZJp/Ps/OSrvtGOTPyGKHwAm5nG3qNjfH51wlFlkrOq8LZjdc/LjbzBAnA7caLXCrHaWslX8ihVmkpkOfMyB9YXNtWqCmQL6lZG7Uuulvu4PTgw2RzGZHgLJfLsLxxhnOjTzA29zpl1j0c7H4QV1kTV+z6HRqlk5NDR/EGhre/S1dOJitEX+HoChcnXuBA94OYDQ0kUj46G7/Hwa5foVWVcX78GQamXmDTv4Z/a5q9Hb8QHT2AQevEv7V9/iqlDquhCalUxtTSxyhkFtrrb2VXy0/Z134feq2TQ713k8vHSxz91MJ71FUeQanQoFToxGb6JYsnQyyu99FWdwtyqY50JopcKmdv28+odX2dC+PPsLD2WbHZl2Jtc5AzQ4/QVPNNWmtvFh98qVSG27GHfR330Vp3M0vezzk1dJTQ1jLRuIeZ1Y9F0qtLZjM1EC0ilZLpCPOrfbTVCb2Hve33suw5j8c/CIBCZiKWEJBa6/5+spm0qMkKAgR2fOHvxBN+ANFpXHL0Bl0F9RXCRren9WcMTr1Evhidev0T6LUODNoy2uu/z9j8a8ikckHZquE29rXfx67WuwlGFvFsLvL5xUfQqirY0/ZzDnY/SHPttcjlSiRSAePdVncLvS13M7/+MWdHHi9BTWWLZbuZ5Xepdh0RSycttd9mK7KGNzBEJhsXJ9kLhQIapROZXMOmb4nVjTEO9/yGirLtZrVZX4dva1uco9zeyr72e1Ep9KjVWpQKNRMLb4tINxBKK2qlXswy69xXsxmcJBYPUCgUmFx8j65GAe8vlys51P0rLo6/QCzhA0AilVAoFBiYepGW6htQ71DOclqbyWaSBMKCHoNEUhDPJ5/PsbD+GWeGH8VubqbC1SzwL2W9X1o2C0fW0KkE+HNnw/co5GF09lXRB+wsUyWSIc6OPklz9bVUVbThcnRzfuyZL0Wt/ffsK6VB+3/+13//1+Zaoe687hvAZe8lGt9kZOYV9nXeh1ymJJdPE9hawWKsIhheJRSZp75S+Mzi+ikqnHvFUfSJ+XewmmpxWjpoqrladJZL3j7M+jpy+RxqpYGW2utZ8pxl3XcRh7kFrdrKun8Ap7Udi6EOm7GJ4dmX2YquUMhn8frHWFg7jlKhpLX2O1SW7WUrtkRH4/dxO3qZXHyHFe85dBo7apVQLonF/OQLKdRKI4HwDG6HEM1EYl4Gp14klY6wu/WnJNNBKpx7aai8mmhilcmFd/D4Rkln4lSW7S25XiqFAbOhmpODf4CCDH94ksX1PrQqJ211N1NZtkeku133XcRl78Wod1Hp3M+y5yxzK59i1FegUZnxh6eRSuWMzv6Vwz2/Ri5TIpdr8IcnsRejToOujKqyfUTjQdY3x1AqBeF0u7lRjEjTmRS+4AwOaxP5fJYL439EKpOwu/Vu/FvjtNXfIGYs/uACoeg8jVXfZHH9pHjvsvksM8sf0lZ0ylKJnLWNi9iLcm35fJ6zI48J0D6FhnB0A5lMIqbrapWBqvL9hCJrjM68xoZvAZ3eINBhq4QBmlQ6RiA8X0Krq1RocVraqHDsYSM4wezCGYGiN5dAp7aXaKcGowsYNG5G516lo/7WkmzJ7djF5OLfkUhBq7Lh25pEq7UzvfgBe9p/VnIPJRIJ5dYuzo8/i9u5G29gGJetl+GZP2PUVVHnvkJ876XywkZwGJupicGpF4oygzJkMgVKhYolzzkcFiGQ2IquMDL7GmqlHqPBhklfTia3hc3UXOKgPP4RrKYGlAotCrmKclsXRn01Ewtvsu4bwmlpY9l7DqPWxerGRdrrbyo5h3J7NyPTr5FKJTDonMwsf8DC2gniSR8tNTeSl4RxmOsZn3sbm6lJnGg26dwsefpEXWGA6eW/o1ZayOXj9Dbfjc3UzPzaR8yvnkCrduLxT2DSl2HUVYjXz25upn/yjyjkcuQynbhOQEA4uWw9nBt9Cqe1lY3AGImUH63aQUVZKe8UCHDe/vHncFhaCcdXcFjaWfaeZGzuLYy6aroab8Wkd7O6cZ59HfexFVljavFd7JaWEviqJ3ARu6lZHNiymRuJJYIsrB+nzNaJxzeAy74L/9YUQ9OvsKftHizGKjz+YVprb8RqaKB/4o9otRamF078j6dBm93R9MsXciTTUS5OPC9gb4vRo9PSwcXJ56irOMTY3F/Y17EtFKCSG4jEPBj1Ls6PPUVj9dVY9PVFGbdt+OaGf4z9nQ9gMdax5D2OzVxPR/0tbASnOTX0KD0td5DZOblZKKBR2VhcPk8yHeVrex8oEewWjj2JUq5FKpWyu/XHZLJJhmdeIZdP01x1Hc2113N+7EkCW8u4HbtJpWNMLv6VVDpKb/NdIud7fcXXWfR+ht3cQHX5YarLD7O6McC5oRe4ID+GXK7gknapBCE+2Ap7CeTWuOGqf72sxyBezx2QVYEb/uYSsq71jSm2wmsc6t7mYTfpy5lfC5Z8z1Z0HX9ogqrydlpqbyKR8nFh4lkkSGmv+x4GbRnLG2cIbC0xNveaqBAFIJPJdhxPnvGFNzhQbFwrFcbimH85Q1N/oq3uRvH6OqztzK0dFz/bP3mMtvobxY1Mp7GW0BhcIj6LxFbRaixEosEi/W4KZXHDF1Aul0dkK56LLHn7MBkqKHPUIZPJcFqaWPIeJ54Kkk7H0aqdmHTCJltR1oVBdznh3p62e7gw/iw2c4xYws/gxEuXjdVfMqVSR1vddwStVpmUoek/YTLUUes6dNl7q8r3c270Sc4MP0VD1dUl06Xltl0se/rZDMyyvNFHvpBnd6vAvX5x8lm6mm5jYa2P82NPsavlx9ulN4msJFsGMGgd7Gm7h1BkmQsTzxIO+zk7coze1jtZ2xwilfETS/jJ5VLkC1lkcjmhTS8T8++zt+OnpUNlEhm17qsos/YwMvsX9FohGFEqdSR3wHuXPX1ksima628gmYoRCC/gtLbQ1XgHqXSUudUPmZ4/jdVSwbL3wg42VUgkopweeJHaqt0MTb+KTKJGpTSiUZnQqs30tPyQc6PPkEjGUKtM9DSXZmuXTCqV0lpzE5+d/zeB9XLwKG7HbpFm/ZLlilDJuoqv4bC0cn70KVrrvo29mLFH4hvUub9R8pm6iiOsbui4MPY0EgnMrHzAVmS1hH/p0prUaa0c7vkNg9P/OM7+K+XsM7kEJwcfxmHpEKGJe9t/VoKuUSq0yKQyxubeor7qyhJhCrdzH77QOHOrn+B29or1f7XSIDbbQtEVFEX1Hr3WJqbPAE5LE1bD/Zwfe4atiI+zmceRSECrsVPh2IVMqkYh0zC5+K4QLe2EhRZK6R0UcjW7W39MOptkpOj0k8k40fgQMrmEuZVPaau7RZzmu2Q6rZV4cvuYgpF5FtaOc8WeX7K6cYGeplLl+oW1z6it2k8iGeDixDFxIvaLlv0CsRYIZF09TXfSN/goscQWVa7ey2qPufz2BpzNphmaeokDXfcT2FpiIzhMfcXVOCytROIbzKy8RzwZwB9YRyaRcaDrVyVIC7lse4R8YPI5OhpuFl+vcOzDtzWGTKYCCpgN2xw6UokUrdpCOh1j2XsOi6GiRFxer3WwujnH5ML7BMLTaNRmKp376aj/LvMrpyi3daHTlHNu7Gmqy/dQ6TxU4uzz+TxTi+8TjMxSbu/gQOcvCUXXkcsURciigrYiQiJfyBMKL+PxXyQc9WG3BOiffFZo7ufz5As58vliM1oiY2z6fRLJCO6yFoZmXr60WIDiZn0prZdAMOwlHPZi1DuIJQKsb/YLotpSuUiadqnUte6dBEmGJc/pkvsVj4c5ceERvnnkf8awQwDjEo671n0Eg6aC08OPsrvtJwKVNjLx9S9aJLpJoVAgGg9SKBRYWj+FXluBxVBBhXObplqwJ5DLNCyuf0pz9Q1itieVKMhm02jUZvZ1/IJ1/0X6Bv6d9rrvUyhISKbChONLbIa2aYdrXPtZ2TgjMnaqlHqkEhUGg4Na90HK7T0iYyWFAqPzrwvKY+5ryBeyZDJxcoUE2VwEf8RLOh0lFt8iEvOj0xo4M/zoZTrAwn2RQKFANBpCKpVzzf7/VFKmvLQGtssxwvq7BEn1BSdprr2JfD512bMUiqyyFV0nFg8SCm8ilWhFhbxLtrNncwn5NDzxPv+IfaWcvUZp4mD3g6x4zuDxzmGzVjI8/Wdy+TzKIoeKQqYnnoixFR7H7dhDKLxalJkroJRruDD3Ce1N1+K2b8PpKsv2M7XwPu2NN7O4fpy2HRjkbC5LOpMQNw25XE2N6woGQq9gMdXRVLWtAD+z8iG7Wn5MffWV9I89jdPaQo3ryiJHeinl7yVTytX0NN2BxzfKufUXyeVz5LLncdjqCW4to1WZxaj+kuWyOdKZGKHoAnMrx0Uyt5mVD0ve5w0ME4wsFSlyn6a35aecG3mC7qZbMe1ApGRz6Z2yvqLNrR7H6x+hueY64qk19BoHfQO/p7vpzqKOqODgL9m5sSfpabkDpUJLub2V/oltR2PQOmmuvoHBqT+RzqbI5JL4QhOU27rEBWzSV7IZnCaXT6LVWEpUtMpsLfRPnGYjMEl30w8vO9Yq5wEuTryEVA67Wn7C2sYQvtAU8eQmSGDNM01H87cvoxAOxxeot1yNUe/iSM9vmF76kNPDj1LpOEA+l6d/4nky2Ri17sO01F4vbgCzK+/T2XAbcpmCC+N/5JBF4FWSSqRYTTXMrX5EW/3VyKRKmmuvu+x4C4UC8WSQsyNPEYkGMBtqqSrfLsOVZhXC/w8mXyKdSmAylrGn7SclNLg77cL4MXZ13MpGYIR9HfeWvNY/cYzOxpsZmnpRXDcAudx25G6z1LJX9wvOjz5Fe8NNSKQyccgPwLM5zqL3BDKpDIelhd6Wu8jnnyWXyxFPbtJYfVXJAN6Ok2ZXy90srp/mzMjj7Gq5G5VSj1ZtJhLziKgjl20XNmMr4wuvE42HGJt7m3QmxMEidxWAXuskkQqI/171XiCdjXLVnn/m3NjjVJbtE18LhufI57Psbvshi+vH6WkpDYgAFtdPUOZowGqpJJWOsKvtni9sVNs2MPUiDbUHyWZynB75Ay013xTV3ACy2cRlG8Alx7zqvcCpgaPEkltcnHieZHoLpUKNTKZCq7ZhM9VQX3EFI7Mvo9HoODP8GD0tP0ItzvX8f2+zfqWcPUAiEWJx/TTusnYaqq7CZq4nX8gLakDpCMl0hBXvAKlUjMX1zwGJkMkVJOQLBYEK1zeGBBmVzgPIZArs5mZmlj8mm00RTwRLUkyHqZ3N0BgVDmFz2IqssbD+Oddf8b9xYfwZAuFZEXsrkSBuCvs7f8nM8secH3+anqYflUC6Lml2bgaHiSf9ZLIpTLo6yh0NGHVVFCQpqpyHCMdXmFr+O5lsXKBizWbRqB1I0HF+9DlUKlUJ657L0c3i+mlqXAcJRReZXzkhPiCFQh61Ul+UX3yCuoojIiJEOOdtqGU8GRIEyp3dHOz6FdNLn2LQunDZe7AYmxmZeQWdpkwopSAlnYkxtfguNe4DgnB50dKZePG8JSx5Pmd1Y5Duph8ikf6FvW33MrX0AQtrn2M111FbfhUWQyPzq8dJpPxfWtIIbq1j0NrZ8E8SS/rJ5qLCtcnGyRdyrG8sUFHWyNjcq5gMlVSW7cOkd5HJplAr/0osscb4/NslA0WJVEgUOQFoqr4Wl62bT87+G6l0jCv23k+5rb3kOPJ5Ieq/JEqh1zlEhTSgKKMoobXuRk4NHaUxf+3lusSxVQanXqGx4hvUuIP4gnNkMh2XEX9dssnFv+N2dqDV6nHZ9nN6+A/sbv1pCURW+O04hUKGGtcBook1NvyTOItTltG4j2w2hd3SjFQm4+zoY0WgQp7cF8o0aqWewz2/4fz400SjAbRKB7MrH4Akj81UT88O2vD5tU+pKjvEZmiE3ua7OTf6FG5nlzixLF634jNQ4zqIzdTA2ZEnirQiZsJRTwnEtFDIYTM14d2cY3HlAj1tN5UwlAKkMnEKhQLB8DKrmxfY1/ELJBIpKoWZwNY8VlMd2Vyakdm/cqTnN0ilUqaX3xfRYMLvFBiffxOJREpn4+1MLb5NR/0tnN2hmLXT1jaGUchU1FRexeTi3zjc8RtG515j2XuO9vrvo1YaSGcSyGWlG0U+n2V25QS+0BgymYJYLITFlOdg1+V6EPFEEJ3GTlvtd4klfAxP/xm1ykJH/feQS5UirDefz+ENjHzpevky+0o1aP/Lf/5v/xpOzLO3415s5nrWfedxWFqRSCTI5SrUKgOZXJxUJoDDWovbvo+6yiOU2Toos3WQLyQxGyrpbr6Nrcg6E4t/JRxbQa9xkUj78AfncFo6Meq3ScKMhgoW1j6l3NZNOh2jf/K5IpOjEpe9l/7x57GZGlAqdGwER3DZe8XPWk116NUu+sefJRILkivEWVg7wdL6KdLpGDWuK6h1X0Fl2T70mjJCkVm6m2/DH5oml09QXX4Ip7Udl72HCsceXPZe1EoT675BNgPzmIwOYnEvMokGldKAQetiYuFtrMZ6Bif/zKHuB8WFtO7rLzY4pVSW7WNm+SPiyQ0sxnqC4SXSmTQOayOTC++y5DlJT9Od4rVd8p6izNqFSqlHLlPhduwikw0zNPMXlDITwa1lpHIJDUXo6CXzhxdJpWOMz7+FRmWnp/l2lAoty95zuB27cFqbqSrbTyEvYWz+DcKxZZZWBzHqyln3X2TJcxqvfxBvYBhvYIRVzwRWczVGvQO9pgybqQGXrZtq10H8WzMUyCGRSmiv+y5OS5uAx5bKiCWDpLMhOht+QK6QYGjqFazGRpQKLR7/AJVOIaIORVcYn3uTdf8QNa5DaNRGwrF5oaFsaROj7fnVPswGt9gENGorGZn7i9ggvzj5As0130KtNCBXKFnfHMRu3pa39PgHmVr6kAPdD7IZmEKrsdNQdQ39E8/hcvReJpXo8Y2wFVuitfYmvIFRGiqvxmFu5fzY05j05ahVO1gZp16kqfo61EojNmMDg9MvUencX+RGf4PWmptRKjRoVFZUKh3jc3/FamrEH57B7dhGwqSzSeaWPiWe8hHc8hCKLLOv4x5q3UewGOvFyDWfzzIx/zc6G79HPOkjly3QUnsda74B1jYv4rS0imtwxXtWjLiVCh1VZQcYnX2D4NaKUPogw/zqJyx5TuLxj6BW2tnVdgfp/CYGbQ2Ti3/FGxhFXoyCNwLjqBRmxuffYF/HL0SNBru5kYnFt3E7djE69xq1rq+Jmq1qpZHZlc8os7WTy2e5OPkcJkMNTVXXEo6sk8lGKLd3Y9SXC9duR4YglFxfZXfrj1EqdCyu91FdfoAyazs6tYuBqeeRSPPIpVqiMQ8OSxsLq31MLr7NRnAMq6mGlpobkMu0lNnrMBtcjEy/jsPaXtJbmV87jUnvxqAtQ6nQUuHcjRQYnPoTyVQcpVLPoucE86ufIZNqWPEM/o/XoE1mwhzo/N+FhVZkxdtphUKe8bm32N/1AIVchnNjT3LYst04Wd28yJ5WYZipxn2AGvcBtqLrjMz+hVgiRCC0xvVH/peS75RL5aTSUYEWYPQJ9rT9RIwupFIp+zvu48zI4/S23CVyVoAAl9oIjeLfmkUmUxKJrLAV9rK3454vPbfh2ZdpqxOkzdrqbqZ//I9o1Faclm0kgkymQKHQoVQqaW+6GouuEYVczcLacZKZEEqljlB4kzPDT3FF729KyhVfpBLobf4R04vvMTT9Z4y6clRyPX2DD1HrPkBzzfUlZYRkKoTuCwLHbsderMYWzgw/idc3S3PdIQanXygOngn/JRJR5hbPcO3hf8GwA4euUdmIxLyYi+yJDksjDksj/RPHUCq1NFZfi1FfLiqCgZBmdzZayBaiJQ8gwPTyu5j01UikBTrq7+DcyBM01VyN09IJCBnGJSSEy7YLi76RoZk/Y9ZXI5Mq8fiHWFw/hUKupbP++yiVOtZ9I2RzaVrrrsUXmuTU8MNUOvdT4zqINzDI/h2Nf43ahEZlJJ4ICr8jKWDUCQFDubWH+ZU+MRuYXn6XRHJLpNNOpH04rE0Cx1LrXZwbeYxD3b8RI8po3M/c6mccLA4GKRU64skQWrWZI72/4/z4U7hs7VSVHyGdjgF5TPqK4npR0lIjyCA2Vl5LIhlGp91u0DvM7WSyCS6MHsNgKGd5vR9P4CIFcqiUBpyWDuqqvsa50Scx6MuIJDYuo19e8vSJ3FQOcyezKx/htDXRVvsdPL4xTu6ZQ4cAACAASURBVA09yq7WH6NVmynkS0uZUqkUm7GBqcVPWfWOgURCW/0tl5VPCoU8lWW7qCzbRTabZnrpfWZXPiaRjPP52iPsaruTbD6DHOEey+Vqcvkci+unyOZSOKzb/Rshi/+IZCpK/8Qfaaz6pqjlGkv4URazerOhlrqKIyV0Iv3jz9DTcof4LCl3aEUb9WUc6fkt04vvMzzxOIV8nkwuQpmtk71t95aUdbai61iMbsrtnZj1dfSPP0u16wiVxaG0cHyRSue27gWA2VhPub2LoYl32AwsctW+32FpEO7z6YFj/CP2lXL2OrW95KJlc2ky2ZTYxFtcP4HLsUuY8pPKcTm6WFw7RY37EPFEgEKBy9KyeCJALp9BLlMhlchYWPuMTC5GJpukkAejtop8Dk70/zs9rT9Aq7YKUUg+Sy6fI0+O5pob+Oz8v+FytDE4/SdS6TAS5JTbdtPbdDde/yBOSxsyuYTBqZfoaS6tGSaSYRQyVYlD3N32U04OHkWlMJVQEQxOvcCetp8hlcq5MP4sh7ofFNPffD7Px8H/CkiIJXwolTsmL3fMKFyypprrWd0YoO/Ck7jLWtjb+bMdtcFtk8nkXyrMHYhMFRvUZqRSOd1Nd5S8Ho56GZO/xeDki7TXfReruRYAs66WaHJNdPYgzEM4zA3Uuo6wsnEBu2WbLz6eDLC6McThnl9zaugo+UJ+uxHpu0AiGaa76VsMTB1DKVdzpPc3DEy+QCiyTFPVt8hkYiX1bbXKQFfj7Zy48HsiER8yqZ597feVrI18PiWW8+zmFqymJhbWPuXzi/9OPnc5Uqeh8jpG515FKlXQVLUtzSCRSGioupLx+b+STAexGOroad6W90tlQuiKDlSvddBcex0DU8+xu/WnZPNZLk4cY1/nL0Q4qk7tIBBaQltuFoON8YW3GZr+M+lMjOaab5ccl8PSzpLnDKOzr9JW913iiSCbgWnCsVUSGQEtE4ysEwyvYm510dlwq0jhK1zfi9hMzTRWXc3JoaPYzA3iFG0+n2Vtc0hEohh0ZaQy29jvcns7ZkMl58aepr3+hqIORZY8MD77JtGEl6ryvbQ2XEM+J2czOMSK95w4N7B9L7b7BXK5krb6mwhFVjk/9hxKlZYcYWZXPiCbS1IoZCkUcsVN7C/UV/UyOP0CQt9DuGfR2BbvnvhXvnHoX8Tek7DOguh12wOPZdZukqkQ4/NvIZMKGrY7+W++rGdi0FWiUulJZxJksimsxubL6vepTBC1UigNajU2DnY/yNTi3+ifGKa3+W6y2TgatYVCoYB/a4ZlzylS6SgVzkM01x/GZdvNxMKblNk6qa+48rJj+I/sK+XsvwiEsxqb8YUmcNl7SKYirG0Oc7jIPQ1Q47qSU4MPU1V+gEXvCVFDM5vPMrXwjqDvamlmb9s9jMy+RoVzL4m0l12NQsc/nYkRDC+xtjlMLB5kfO7tYpddGLaRSqRIJHKkEinpdAJfYI5vHPyXErEOgDXfALtafopUKmV18xznx55hb/t2hD+yI6rfaQe77qdv4CH2tv8MjdrCyMxrNFZ/XRxz12osxBJB0VnEEj7K7A201t7ChfFnqCk/jMsh1OW/TGDFH1xgfvUzTEYHKpWG5XWBI/yLJpeV0j1nsymGZ19BKTdwoOs+hqZfwmap5+zoE+xtu1f8rUw2jl5lp7X9Ri5OPkc43k6t+xBljnZml9+j0ikMD43OvYZRV0ZVuTCJPLW0jS4oFAoMTf2Z3cXoyqSvxRecwGltJxhZZGn9PAe67i++e/sce1vuYm71BOfHn8ZqaEWlUgnC4/5B1jYHKORzdDTczMLacVLpADPLH9Bcs+2ks/kEKsV2FCuVSNGoLWRyabKZLMOzr5DLpchkE0iQoddUEE+GkUplhMLrLK1fIJ0Lkk5HkcnkeDYWaK37JvWVpZzv+VwGhXw7g3GY24jE1phe+hB/aJqelttLNmCV3IJ/ax7oFv/WVnsT/RN/wrMxi0T6d/Hvl56XeCKMz7+CQqFCpTSg15bjdvai09pRynWcGfkDUqkch7mjxNGDMJuyv+MBQTu36VYuTvyRfe1C03fJe4oK53aWJZFIirXkbeSZWmXkSM9vuTh5DH9gldNDT6JQyqlzXyUKvA/PvExb7c3UVRxkbvUjzo4+yd5iQAMUhxW3bX61j83gGFft/h0DUy/iMHdcpic9Pv8GEhS47fvFnsUlm1S+TSIZYWblfVHlDSCdCaOQVZe8t8Z1JX0DjxAMrXDDlf9HyWsKuZ5kKiw+j4vrZ/AFx7hyz+8EwffGOxiffx25VE1X023i+aSzkRJEnFQipbX2O/i3pukb/D0UYHLpbUJby+J09CWfMjg9jtVUy8GuX7G4fpxTQ0f5R+0r5eyzO2B+APUVRxidfw2XvYfx+Tfoary95HWpREpzzbWMzb1BJL6O276fs6NPIpVIqXEdpq0orAyQymxRV3GIc6NPEol5MejKUCp0OCwtaDQ6ait3I5cZqPkS2bjN0AQKuSCnNrPyPq1FKlYQSgjZ7DbMqsKxTxCjHnqE/Z0PkEpHkctUXyp+LpXK2dd5H+dGn6Sp6ttkcwmxqSqc/7WMzb0u8uyMzb9BV8NtKOQq9nfcx+D0n4ingjRUXoWEnRj2LINTf0ImU3Cg634uTjwrTHZunOLk4FF2t5XioKU7uP23IksMzbxGe93N2Mz1YhO2wr4PjcLMqaGHOdD5AHK5kkw2jlyuRy5Tsrft50wuvs3I7Kt0NtxKJhsDYHz+LbRqMzWubSdYWbaH2ZXjNFReyaLnOA5Lm/hANddcx9D0i+i15YzMvM6RHfjmLza66iu+hllfzfFzv0evd7DsOYvT0sGeVkFdLBLzotVY6W35Iaub5+gbfIieph+h19rIZhMYi4ilSNzD6OybmPSVXL33PzEweYyeHYigVDpKKLLC/MppChSQunOU29rQamxo1GaC4TmUsnNEEsvMLH9CY9U2IZ1MrrgsS3Db9/H+yf+M2ehGrykVmdGoLaT9AyV/G5h8Ab3WgtNeS2vNLZfNUpwcfIj25m8gl+loqCyNBCfn36Wu4ghGbTWDUy+UNMZ9W9No1U5x7Zr1VZj0LpY956hw7mZtY7AkuAKwGmvx+MZwO4USWiwRZGb5PTLZBPlCnlQ6wv7ufy7h2MnlkqIza6i8Fptpib6Bh+hsuBWLqboE439x8gV0GmuxGSuhre4W5tc+Knn2I3Ev4dgG+zvu4ezo4yXOPp/P4t9a4HD3P+ENDHF66FH2d96HVCoXNnjl9sYbjwcYnHkJtcqATmvl1NBRXPYe6ovX0KSvZG1zlPrKQ4IubcrP7rafCjoLMhk6jZU9bfcQ2Jrh1NCjuO291FV+jVwuVVKiTCTDzK0eJxxbQqnQsO6dwairLEEfXbJLQA+JREKt+yqcli6m589c9r4vs6+Us09nosI4sqWJqrJDKBU6UukIga1ZJBJZSUoGQvdfrXSwsv4KuVyWFf0pOuu/j/YLD0M+n0ep0ImUyBcnnxOjxfH5t2isvgaHuZVTQ0epcPSWRO65XJrJ+fc4XOz2j829xeL6cWpcwoJY3ThD5RdQCU5LBwq5llNDDyGXaehoEDhUkuko4cga4ZiXZCpAJhchnYmRy6Y5PfgUezvvKClhGLQOkBTI5jKkMzFUCq1YU5VKZfQ238XU0juMzr0uSjl6fCPMrX5Ce8N3sBrriSeCSKUqJBIJ1WWHsRtb6J/4IxWOPdS4DhKObqBRmQW2ztUPCWwtcmgH86FEIhMxxVZTE11NOk4OPcy+9l+QzcfRFCeEJRIJrbXfYdV3jjPDjyGVSplcfAeFXEWdu7Sx67bv4fTIo7hsHYIy0Y5FL5cpiCdCnB/9I/u7tmmnBSt1mrF4gKnFd7CaawjHPOzpuB2LYRvOmc7EUUg1SCQSKp37sZtaGZ79C3qNHYlEwP2Pzr5KLBlgd8uPRWKzL9LrqpR6coUYNRU95AppjLpqTDua/LMrn7C77R5kEhlzqx/SP3FMVOSSybYfwXQ6ztDMn5FKJVjNVVSU9XJ6+BFs5iZailmHRm0p8hQJ7z839iRNNd/AaekgHPUyv/YxnQ0/EL9zfvVz3M5uasqv5NTQUWrK95es30BkluYipLTc3sH86gnqimWU+ZVP2dVW2mNqrPoWpwcfIZ0N47ZfPmFqN3UwNPUK3sAg6WwEvcZBdflhzIYqzo8/SUvNDZwaeIgDnff/h9fTbKjmYPeDDM+8hDdoJ5fPkUrHODf25GUwR73WRjS+SSabRCFXUygUGJ19g93FoTC3o5vF9VPUFAfQVjbO4rIJx11m7UalNNM38DAHOn9JNhtHqdCRz+cYmn6ZXD5FT/OPyGZTzK1+TE/zHSx7T9M38HtqXFeg17pZCJ5gbG4TmUxGZ8Nt4sa9s+FqNTVyuOfXLHn66Bv8PflslsmFDwhFZ5HLFWhUVpzWDlprrycUWUarsqPXWQV1q/afl2yMX2TT/KIv++/ZV8rZa1VWDnT9ivXNUfonjqGQa4hEQ1yceIWO+puZW/2YSNxLPp8ml0uTyWb+H+7eM0iy8sz3/J2T3mdWVrrK8t5Xm2oLCCSBBAJkAIkRIwlokARoNHt3N3Y3Ju6Njb1x927snYm998pAYxqjBoSRAIEEAuFaQLvq6i7vvXeZlZVZ6c3J/XCqsjq7WpqZDxOauU9ER0dmnjzn1Dl5nvd9n+dv0KrNZJFwOStJp1NoNdZd+11Y7cFuleGTarUes8HLkr8Ll62FzehSDqrXUv1NLm5pp2/HyMzb1JR+OTf7aaz8Kl0jz6PV9OAqaGNtY4yDTfnSwoHgHHMrncQTMUKhWUTxTdQqPUqlDr3Whl5nwWoqQqM2o9WYmVr8kFS6m+DmAnMr5zAZXJS6r8NscFFZdD2DU2+SSASpr/hq3nEEQaCu7FbmVs7QPfg24Ygfu62Mo20/yi0p1zcnsJt3Zj56nZ0jLQ8zMf8+5/ufxGasRakwcr7/cVwFrRxsejDvGKIgIF3GITAbijjQeIyLQ89iMnjyjDmSqRgKjIiCnqnZDizmJZpqbmFxrQdRUKMQ1SgVKhQKNQaNg1MX/jseZzPn+5+EbAalSoNCVLG+sYjRaGds9h1K3dflEqsoKHIaOb2jLyEAbbXfJrA5RSQaYmzmA0o8+3Ma4MlUBKVyZwWj1Zg50HiM+bULdPb+iqXVEZpr7sRh2xkgQOZeZDLJXM02FFlkdrGDw60PE09u0jV8MjdDDoYXUIrq3ANbVXwTvo1hzm4NiDKhKE7v+K+QpCS1ZbdgNhRxcegXuAqaKfdcw5K/izM9P8dlb92amWfxBcYZnn6bvfV/nRM+MxtdbE7uKKhKUpolXxdHWmVZ4+bqO7k0/HzOKH189mNKPAdzCarccz1n+x7D6zpALO5HFDW7VC7X1sfIZgV6h39PcVEd/tAQgihu9YRE0ukkK75Jjuw5hrtwxy9ZkiSUCh1mg5d9Dd/lfP8TOehoKr2b0KdSathXfy/TS5+yuDpBJPoTju75QZ7I23aUez7H7PJnVBXfyJLvIjZTaW4gKfVcx9neRylxHUIQBBZWu/JWL1ZjKfu3zicjSSz5+1hcvUR9xc05Yl4oLLuWCYJIqfsoXudBphdPMTPxKevrSzTXf5mKovxnXBb82ylnRWIBAqF5BER8gUW0WjvtDcd21fN9wSFK3IexmrwUmGs42/NzGiu/gd0ikwjzHez+efGXMhz/B+B2IAlMAPdns9mNP/+tnfA4mvA4mohEfbx/9u9JJCP4C6dxFtRS7vncLuRJZ/YE7Q3349sY5UzPz6go+lye4NKy/xJNVXfmXjdU3sbp7p+wvDZETekOacpkcGMzeVlY7cLr3EswskAktk5jZb7p796673Ku73GSqSQiStYC4yysdBJLrqNR6zDoXXidB9DrrQgeDYu+izRW3JGHlNiO9dA44cgazTW3EQqvcqT1R4Sja4zMvENGSuC01REIzmA02NGqTQSCs0QTa2zGFkkkQkjZLYnUbAZJylDlvSnv+gRCEzSU5/cLtt17bKYJPjr/Eww6K9cf+J9zvYErt72SkaXTWmmtuZsPz/1/RGIrLPhOIwpKFAotRr2DImcra4FxtBoj6ZREMhUgnY6RySbJkkKSUvg35ognIngde7GavahVMrEsntwkFt/kSOsjRGMBhqd/S1qK4bTVAyJDE78lHF2kofK2HMvWF0ygVZs42PwDesdeIRJbp7r4JjLZaF7tNJ7YZHrpYwKhOQx6C67Caibm3kOrvjNv1WjQugiE5im0yWWsnpFXOLJHLidp1SYKbVUsrPbidbYyMf9B3kwboNBaj66ukLO9j7OxuUwyFZO9Rk359WL5+goUFe7DY9/D/GoHp3t+xnpgCZXyNEdaH97VJCxxXZNTUO0Ze5n6itty5S2zwYPJ4GDJN4insJHVwABHSh7JO1ZL9Z10D59EqdTQUnUXG5sLTC9+RjzpR63SYzWVoFGbKS1qQ6PR03zZcwMwvfQJNlMtY7PvYjEW5XgAy76hnAG4QVfIgeYH6Rx4hlL3tTnf42QyyvxKF4HwOKl0BLVKh1KhQ62U/YlHZ9+WV2NKI05rC0XOVkRRxONo4UzvJ5S6r2Vq4TTXXObhKwoilcXXyfo01ipMhnxGuiSlWQtMoVYZWFwZw6gf50jbj65QiM3/fStEJVXFNxIIzSOxQHBzgYtDT5NMJdCprRRY6tCqzSys9LC60UcmE8Wgd1LuuRZEEZ3mFAqFivH596gruy2v/BiOrlJXJp+jxVjM4ZaH6Rt/GV/ASV35LWQy+TP7y0mN/1j8pWb27wN/l81m04Ig/Bfg74D/45+zg8W1TqYXz1FXcR1klUQSS9gtX75iWS/HNsGh0FrL0bZKJhY+4FzvY7TW3iNDwrLpHEEGIBCcJZtVMLvYg8NWTUixgsng2EqCN3O291Fc9iYGxt/Ig+BJUobNyCqbsQWMukIu9v0Kg8GMzTJNufc6LMaiHQp+VmJ09m2OtP4Ir2svnYPP0Fx9V548QiIZYWD8d1yz52/JSElmls4AN2LUO9jfIDeR51e68a/PE4mEuJQ+iVZTgEnrpdhxONcH2IysolWfothxhHN9x2mu/ga2LT2aZCqct6yXpDTL/j6WfN2kUnF0GiMatZ7e8ZewGr2Uuq/LqwkLgphHGIsnN+kbexWlUsO+pm+yGVnISf1ux+js79lX/018oTHUGgXl3ht23bPz/U9SV34Tc6tncRR8L/f++Nx71G8NTnqdjX0N35PlaId+ycxCN0aDjS8c+t/yaqKZTAK9Rj7n1pq7GZ/9gJ6xlzDqHJgNlWyE55ma/4hkOkZtyS3Ul3+VS8PP0Fj5DWKJEKOzb5NIhmmtvhutxoyroIVQdBq7tZxLwydpq70nbwZc6b2Rc73HsZq8pDPJHAM6El1navE0m9E51CqNDMfMipS5r7tqor88BEGkxHWYjdA8fv8CkOXi8LOQFbFbGijzHESpVFPs2sPZ3kdxWFvIZiUKzPnGL7Wlt3K29zHi8XW8rj15iSYaC7Dmn8QfWCSRiJBFwqRzUuY5gtVUnNt2xf8Yh1seZnDydeZXu3KQQYC19REONH2fIkcrnYNP0954PzqtldVAL+VFO/0CrdpEe+Mx3v3sP6FUKpGyz6FSGiiwVFJfeJss0yAI+DZGEVAQii7TVvMdBEEkEvPhD43QO/5LUukoWQlSyQynLvxX9jbsZse6C9qYXjhDMDxHS823GJ76AxuRKRSiiEqpp8BSSUPF18hIvwIk5pY7rtKbyy8RXho+SZGzGZPOjcXswW1vQ8pKbIZXCEammZjpIJM9w+cP/DtMl/lIDEz8WjZH1xcws3SOCwMn2Fv3XVQqHdmsRDIVzTvO9gpnbuUMZ3sfI5NJyucfnkQhKnax6/9c/EWSfTabvVzM4Rxw15/a9spIpWL0TbyKVmPjaNvf0DP2Ei1V32TFP8il4V+wr/7evITvD85g1O3MykRRSU3JzXgL1xmYeA2N2oQkQd/Y64RjS6hVeswGD81VX6d/4jUyaZiYe59EOoRKpUUhatCqbfzh9P+NzVLC0Myb8qw0kyCVTqHTFGA2lFFd8iWicR+iqEavce3SuJEVNOXao1Zj4lDzD7gw+Aw1JV/CUVBDNpulZ/RF9tTds6V/okWp2H27CswlFLlqMRncqNW6XXK7sNO41etsXNP2Yy4NncRiKqKq+EaSqcQWxGuM+ZUO4skQdnMde+u+y+DUW1SVfp6phT9ysOmHbGwuMDj5BlkkihxteOx7c0SW7XqzzBy9DZPeRTYrca6vM+9cYokQ/o0paktvwe1o5kzPzzHpS/IgbfJ9Eih27SWViTAy+zvqy24nntgkHF3Nab8HgjPMrpwmGg+g13gwGQso8xykc/AZnAU1VHi/iEJUksrE8mwkq0tvZGbxHBf6X8ZVWI5RX0hT5Z15D872jEmnMdNW8202o2sMTL6GgEhL9bdY9J9naPotih3787TdQZ75VRQf5ZOLP8Nhq+Js76NbRCYbroJGGipuRqFQcXHoWa7d9zd0j7xARkpS5Gjlz0XP6EtYTcU01dyMVmvE62gnntjEHxxlYOrXpFIR0pkMiXiSM92Pc6j12Ba0OE1GSiFtGZpYjGX0jf4Ol7OS5bW+rfKYGo3KiNlQgl5nwWJyUOK6FudlCpEglzxddpls11D5Dc73PY7VWLpVO/flgAA6rZkDjQ9wYSvhxxMBLEbPDpxw5SzxRJgCSzGCADpNIQ0V+WqZ2WyW0Zk/cLjlIeZWLjK78hnlnusx6h0Y9Q7K3LLiZyIZoWv4ZfyBGcZmf8/4nCg/M4K4pRkkEo2FCG76MOg/xGGtp6r4ujw27tzKOTyF+ygvOszA5OuMzrxLbdn2s5Q/s780dBK3o4miwv1IBRIdWyVOURCxmDyoVDoKbJeoLL6W4Zm3OdB4LPf3hKKruRV8mecwFmMJ5/oeZ2/9PaTTaXSanYlUNpslEvMT2BxnPThFPBHB75+nvOg6qko+l9Oz7xl898/+brbjX0PN/hjwyp/6UBCEHwA/ANBpLJzvf4Kmqm/mHvhsNiXLlG49KFcm/KW1blxX0N1BbmwUWGroH/0dIHB0zxexW7+W+14mI/tulnkPUubd0ReXpDSdg78gHN3AYvJQV3Jrrj54eUhSGrXaRGv1X3Fx6FkEQYH7Mt/OueUODjb9MPdapdJxqPkHXBx6jmQ6QiLlp9BWn1c+0GosxJPhPKRM38Rr7Kn7a7QaM2Oz7zEw8RqNlXfkVhDxRAi1SndZ41ZJe9MxZpbO8sHZ/5dEMsL5vuMY9R4aq+7KEVrSWxZtzVV3MLd8gWB4AavJy4GmB5AkienFM3QMPIleayOwsUrv+EvUlN6cI/TI905Eozbk1S6Hp9+ipXoHQ9/e9CAdfY9z5DIHoHQ6mSvbVBRdy8DkG8ytnCEYXqTKexPj8+/j2xhHp7ZRV/5VtGojZ3p+yqGWYyyvd3G07W9YWO3mXO9jlHoOkEzF0KiNBDcXWV7vYjOyTCaTwqCXSwx15bflJfpUOoF0hVbQtspjcHOerpHnWfXNoNdbUXt09I69QjabQspKSNk0UiZNPBklFtukoLyC8qIju1ac8USIdDqJSqllf+MxuoafR8okKHbnE8a249LwSZwFtRQ7DyNJEp1DT+N1tKPVmPA69+N1yn2IVCpGR/9zBDYXGZt9V7YoFJS5/0FFKLyKRJaG8tvz2OLy71ZiydfN3rrvcb7/KdRKfd5EZXb5Mw5smQOJgsje+u9yof8E1+z5MfOrZ6gu3YGvarVmDjQ9wIWBp8lmYWTmd2xszmPUF9Fc9S1USi39Y2/iLmwmlljeBd1dXu/Gbq5CFJWUeQ5xpudnlLqu2VWm9YeGUauVHGi9i1QqTeVVjGzO9T2Gy16LSqnGZW/e9fmSrze3Sm+uuouJ+Q/oHXuV1pp8hN/FoecocrbmmryiKGLUe/AHR3OKloOTr9NWc8/WMydurXAeYD04iVGXPzGwmrwcaX2YjoETpNMSzoJ6hqbeJJYIyJpcSgN2SyNN1XezuNaByxZiZukMzoLdOe0fi3+xZC8IwgeA+yof/ftsNvvm1jb/HkgDL/6p/WSz2SeBJwH0Okv2Sr2Ky9Uar5bww7El6kw7s11JSjM09TahyAIl7na8rjq8znZGZ9/hiHUHRpZKx/M66iDbpvWOvSw3gCpU6LVORmZ/R1PVXbtcoOaWu7BbqhFFBfsb7qNz8FkEQcRlr8e/MY5e69iFfc8KAg5rExf7X0al1nLLtf9X3ucOaxNT85/SUCnzBRZ9F7EYinOwxJrSLzO9eJrukRdoq/trREGkf+I16i4j2qyujzG9+DGCIJLJpjEZ7eyt/16ecihA39irOQRIfdltTCy8n4O3iaJIZfG1FFor6B55NQeru9x3djuctgZmls5T4T3CxuYcGSmdBzNVK7XUld1K7/iv2Fv31wDMLJ7DYd3pgzRVfoPPun7G+sYi4aiPcs8NVDfv9FImFz7B69qH1VzM9PLHAHide/A69zA+9zFjU2cIBGcx6ByUF11PXZmXZCq6hYq5hwuDT9Nas+OjG46uotPku4lt3/9gZAYpmyGWDON2NGE3N1Lu9exqZF4c+gVfOHwXAxOvY7N4sZnyyykzy59QXSxfX1GQZa97Rl8mlUnmO58BFwafodi1Jy/BCIKCcHRtF2R3ZvlTrGY3DnsZNlMdDlsVV8a5vsf4/IF/x+js72nfmnVux/TCadyFrSgUKg40HeN83xPsrfsuBn0B4agfoz6f2KhVm2iuuYPOwWeRsinqym4nHPURiswSCE2RTIcRBJHVtSmKHPs53HIliEBFJpOixH0NJkMRp3t+SnvD/Wg0JibnPstrppa4jjCz/GleM3TJf5HltQH2NdyLlJU41/vormQfi4fQaa00V9/B+Oz7uyZEocgyCiG/UVpVfOMWJ+ZpqotviVOSTAAAIABJREFUQQAuDj2L17kH92WgA4DGytu5MPg0hdY6VgMDaFSW3OTKVdCCIMCFwadRq3Q0lH2NdDrJsm8Yf2iEWNyHQqlEpzUzOX2JWCLI0baHriqL7Q+M01b7HTajbXT0P8mBpgd2Pbd/Lv7FnKqy2eyN2Wy2+Sr/thP9vcBtwF9ns1fTXNwdClGTlyCz2SzpdDxvG4+jFa+jnUvDv5BlZBUiKqWGZDpO1/CLXBh8GmdBLYdbHqbYeZBMNoXH0UZT1e2c63ssR+BIpWMoFTvLvFgixLne4xQVtlNTdhOCIFJbdjMFpio6B06QTufDx9Y2+rCbZRq2KCppb7yf6aVPWF0fZXLhFI1VXyeZjDAy/QHn+p7gwuBT9I+/gkqlxGYrorn6y3zW/RPW1neceuzWaoKRafn8UjGm5k9TX/GVvOOWF12Ds6CFzoGnSSTluquUzdI5+BwdA08QikzSUn03jRV34HXVcbDlGB39T+VhmZPpOOl0FNtWvVevsxGOruWErCQpzfD0bxme+T2HWx/C5ahgX929zK10cL7vcdYCwzk4prOgmZVA75bg1G/ZU3PPrvvqKKhBp7Eyt3IGkGdqdos8S4onNukeeRGd1oTN4uZg04M5o+/tc1la66F0C956JYxPq7ZQWSojTvbW35NbES75uyhytG+Rfn7M4ORbrARkd65oYgWzfkeQLBbfYHDyDTr6nyCbVVBX+hWqSw+TSPuwWUqu6suaycg6TEda/4bhqd+ztjGU+yyblVgPzmC3lefeEwSRttpvE4ktMj73kbydJHG+/0nKPAdziX476stuY2bpk8v2mWVo6jdkMhmaqr5Bqfs6WbjsitiMrGLUO7CYPOi1hSz5u/I+X93oxWOX9Z1USi3tjce4OPwcyWSE4ak382CysrTxGuHoMmv+WZbXpjnfd5yRmXeIxSNUlXyZvXX3YjNXcW37DwhGJplZPJt3PKVCg4T827OaKmhvuJ9LwyfpHnmZIse+vOe9xN3O0tpAzpx+yd/F4mof+xrkno4oyM3aueX80uHg1BtUeOQBorr0JvRaJ71jL+d6TTNLn1Bffvuua+V1HKDcey1dwy+wsDpMsWvfrkQP8vOtUZnxbYwxOv1BDkotSRlC4SVS6STB0Brj0530TbzC4NTrZAhR4jrEgaYHOdD4fdpqv0ORp4aGipsYmnqDVCqWd4xsNksiHUEURSxGD3vq7qGj/6l/llvVXwqNczNyQ/b6bDYb/ce234msrGdvraeq5Auk0lEUombXVh5HK1nkGX4mk+bCwNOIokhV8Rd3NcK2VSqtpgrqK27hfP9xDjU/LMMERXlmvxGepW/01+xvPLbTyN2ayXtd+9FqCznX9/iWVrz8eSabzNMREUUl++vv473T/5FUOokgPIdGbabQWk+F95rceWxGltFpByhxH8FTuI+R2XeYWjy1ZWCiR7VlMDw0/eafdJl3FTbj35jl7VP/J1arm8W1DurKvpJXErow8DQNFV9Fry2gteZOzvc/mcOz9429krcaACgwV7O63o9WY6F//DdUeT9PffntpFIxREGJUqmmrfburZXT75iY+4jyLWVNpahgeb2bAnPFnzRIri+/lXN9x7EYyxEEuTE1Pvcea4Fxmirvwmx04Q+O0T/+Oq21O0vrvvFfU19xc655mEoltrToZRjgzJI8O1wN9DEw8UbuQVwLjLCv7r7cvTnS+ghdIy8QjfmIJ0OUuT7HenCKqcU/kskkqS27lcZKeaDoHXuZhopbWVnvZWrhMyq81+b9LVMLZ/A42rb2LXKk9REuDJwgnY7hKdzHamAQmzEfzgkyGqap6i6GZ95ibX2WSPQXNFXfit1Su2tbk8FJKLKEJGVyLFSDzkPVFkNXqzahUmpyMMztGJp6M4c8a6z8Kp91/wS7uRa1ykAyGUWrtuT6MCD3k9ob7uVc3xOIopJwdJmZ5U9JJEMkUzFUSgOFlgYK7SXYzCVkMikaroAAhyKzNFTcjLOggcGp3zAy8w51ZfIkRaXU5hnn6LQWKoqP0tn7ayR3lGV/Nzq1jEN3FzZS5r6W6aU/YtDZWVztZv8VPIBS97Wc7zuek4uWJImMlMgrV1V4r2N25TyXhp+nrfbbhKNruTq6POsewh+S5bGVSiXR+CbpdIolX6/Mvs5KOXSb7E0goRBV/PHCY9itxfSMPU86k5Br8GobZkMpDRVfYXrpNPFEmLaa7+x6DtaDUxh1Hko9hzFv1fH31H075662GVlFrdzpOxn1DvY33s+Fgad3/Tb+VPylavY/BzTA+1tLqXPZbPahf+xLGpWRI62PsOjr4nz/caSMkmwWRqdPkUitk0zLJCRREFAolKxvLBOObFBRcoi22ruuoouTL+1bYK6ituwmzg88Qbn7BkRRx8JaB/PLXVyz529ztcK0lN6qf8pht5Sxv+H+nJ67SedBfRkFfmltgJnlT1Eq1Oi0FqwaAxZDGTVlO6WI7Riff5/mym2PTA1Nld9gM7rMpZGT2ExlaDUFLK71kMmkttiFEiv+IVbX+4km/KhVWpRKHTZzOTarG5VKTaG1Ji/Rp9NJBEHIlQAsplIqi6+ja+R5Gsq+Jgt5XVZ7DwTnSKbinOs+idfdwNHWHZx+Rkrl6eaIopKmqq8jSRJjs39gcuEzwuENgqF3OdL2ENH4BgLbrjuAICJuIR3aqu+hY/Bp4vFNzvY+RrnnOo607tSA7ZYaJuY+zkm8xuIhUulonlGJVm0hHPVjMjjoGjlJc/WdiKICt30Pi2s9bGwuYNDZ81jN27G37jtcGvolk3MdBILzGHUO2mr+Kh+tlJWIxPxoNWZK3Ec52/vormS/4u/mQNP389470PQgXSMvkErHWF0fYV+9PBsNR2W11VBkgUQ6IK8olWoSiQiZTIqJ+Y8Ym/kQrcaGXuPEbqnEZinOyRss+i6x4h+k0FpPmedQ3jHLPNcyNP0OLVtoqHQ6gUKhzENTNVfJpaa99d9leOYdSlz57lfRWID5tQ5isQjRRJBC6xKVRTfmzO1Bdl1aC/RRW3oL4/PvMzT1Vl7CV6t0ud9LU+U3mFr8mJ7Rl2ir/TYKhYZsVk72kpRhaPpN0pkU7S3fIhz1U1P6BULhZTbCE/SOv0I6E2N+fhit3sKXjvwdV4bssVubg5eOz31EiWt3H6TUdQiFqOG9z/4TKrWGjoEnUCk1KEQtFlMJJa5DWIweFAoVZ3sfpcjZRiIRpfYqciJSVmJo8k2U4jhqtZbGijt3lVcGJ96huuQG9FobZ3t/Tnvjg3nXcGW9l8otVJpcx/+R7KBXdBhP4T7WNvooceUjhPRaKweaHmBqLp/F/KfiL4XGqf7Ht7p6CIIoy/3a23j/7P+DKKowGmzYVeXoNBa0GhOiqCSZinFh4AQ2iwu3o5aOgSfQax00Vn09t+yeXb6AzZx/KnZLLTUlEpcGfr3Fbqy7THtFjlhsfdfN1GnNHN3zt3T0PY7NVIFKYaRz4FkkkhRaq9lb9100agNnex/lUMvDzCz9kc7BZ7d6C3LSicbWSaViuRr8dpj0bg41/5Al/yX6R3/P8PgneFzVdA6dQKnQYTUVU+a5BrOpKNc7mFo4TVXZtRQ7DtE3/irL/gEaK76OQqFicOq3VHjzNVpcBS1E4z4+7PgHHLYKzvUdR6lQoVRqMOgc6LUFeBx1JJKbbITmKLDKJZ6MlEK8QjsH5Bmt17mfUGSBSDSAICiYXv4EURBkM5lslmyWLWMZ2HYUCkfWiURDFBaUkc5G87RHAOorbqN37GXam47RO/YSzdX5OG+TvpTN6Dzh6BImgzOvYdxc9U06+p+i1HMId4FcqojGN5ia/4RQdA61SofJ4KHAWkRGkuvIV+ocra0P5li4oiBSXnSE0Zn3qd0auKPxDQx6e97seDuaqu7io/P/hWQyjkLxAqKgQqMxY9S58DjaMOgL0apNDEz+hvbWPSyt9lHllRVAIzE/kfgaG5Fx5n1nyWZTxONhllanqK/8/K5ED2C3VDM+t2NoMzj5Zh78EeTEolBoWQsMEo2vUWCpJJ7cZHGtA39wErIilUWfx2+epMl1KyvrfWg1+b/9yfkPaKy6A4Dq4pvyEv56cCanALodFUWfZ8l/iY7+J/E6jpDOBonGN+gaeYFyz7V4nXuQpAznlx+nVrgRi6kIi6mIEleGzsFnsNqKsJpK6B59kUQyTKG5nsrS63OTjnLPDXQMnsBT2Ig/OEJ16Y7ng5SV8G2Msrh2kVgiCGTRaUzsq7tvF8FJ/ts+pdi1n2LnITqHniEUXslDX2WzWUZn30ap1FBRuo9Sz/V09D9FS+0dWI07bmrR+DIVhmvQaS20Nx6jc+gZmi8DmsTi/jyejWyG/gh9Y6+ysTlLNB6gqvjGXed3Za74c/GvAY3zTw7pMjx3x8AJDrbey+jMu7jtLbtmaZeGn6Ot9m5mlj/DrCvlcMse/BvjdA09iyiqaam6i1BkmspiuRmWTMmeluuhMeKJDbmMk1XRULG7lheJraNW7W6MKEUl+xru4+2P/wOiQsHnD/4vWM35kEuVUo0oiFQUfR6zQSZ5tTc9gFZtZHz+DzRW5ievcNSHLzhMIDRJKhUjnUmh05lxFDRQU5IvM3B5LPu7Odj8Q0RRpK32r1jxD3O291Faar8p69ibygmE5ghFZtgIz5LJxAlu+kmnkngcbRQ52/Jm7B0DJ2ipuRO1ykDv+Cv4giPUlt1MJpNCFPIT2+zSBRbWOjAZnFv45STVxV9gYv7UroHz8kilE2yEF3A7a6gsup5wZF2Gc5JFpy3AXdBGgaUShVLN7FInJoNzF6OyyNnK1MJHBDbnOHqFAYpSocXjaKNr8A1cheX4ggPoNDac9pYto3MlG5sLZLMSld4v0j36IgXmKqqKb8jtY2H1Iq1bjWSQpR3O9j5KdckXEUWRoam38oh4IDcIByZ+jSAIeApbicXXSGcy7Kn9dp4to7z/biCDt/AATmsr53qPc6T1EcxGT14pIhRZomfkZQrtXlLpTc73Hcdlb6TYeTiXtARBoNBWzYpvCFdhA9GEH7tld8O2uepOTl34e1LpFBeHniYjSZS5rqOyUfZIjSdCGHR2il37gCxdIy+wt07GvMeTm8QSwTyeyuUJP54MU1F0/a5jeuz70KjMdA29ilZtZW6pk30N96PfImGJogKjzkE0FkCvsxGNb3Bx8Flaar6BWmVlavEjmirvJZNJsRoYoGcr8RdY6qgquYECcymjM3+kwFKOAPgCI8yvdRJLBLHoS2isvBO1Usul4eeo8HyB8/1PcKDpgRwKbDuW/T1bBiMCbTV/RUf/iZw0SjabZXDyddQqKzWlX2R8/n2ymRTX7PkxnYPP4rLXU+aRm8VpKZ5LzDqtlcMtD9E5+AwVRTdQYCknfYXtYzYrEdxcwmhwMj79KZFYCIXiJCBc5q27o+T5Twnhn9gb/VcRRn1h9s4v/Td6Rl/Caa/HY9/Lkr+b4OYK9eU7y/2J+Y9RiCLlRdfj2xhnxTdAU/UOSzQYXmBi/gMWlkco9tSTyshyxhZDKSWug+i0Fs71H6ep8mv0jv6aA83fz4M7Ts6dRaNV59yrtmN2+TzzKxewGipJZaJsxhaoKf0CroKW3DZdIyfZW7dDEorG17k09DyVRZ9ndvU09eVfZT00zEZ4nlRKbhK7bHsocsoD2rm+4xxqfojxufeIxgO01e626NuMrDK7/AlNVzA3E4kwfzjzn1Eq1VgtLnQaO05bA+7CRiQpw9m+4+yvv4/u0Rc43PpIbpUgSRIXh5/JQe4AZpY/Y3ltgOqSLzG/dpGmitsYnHqLWNyPu7B5ywVMrkteGHyKA43fZ9nfxbJvkD2XJcvLY2DqDVzWVqyWMjr6jm/R/OVziMVDTM6fIhSdI51Js7o2LYvTqXSIqBAFFUqlFpVCS8/o67jttShVCtKZOCqlGoVCjSiqSKczzC32cWTvfbiuAl/rGX2VUvdhbOZSstkskwsfEgjOsq/hPiQpRefQ0xxuyReoWg304wtM0Vh5Ox0DT+YgfMHwEsNTb6FRG6gq+RImvZO+sd/IkxOFkqHJN9hTf0+OBxKJrtMz9hKHWx7KQTU3I8sMTLyeJ4q1sHaBuaULtDc+yMDUr2irka/n3PJF5lfPYdAVUF50A2aDh2QqxqXh53DamlCrtTmlUUmSmF2+wMp6DwpRZHFlHLVKy5eO/odd0MaekVcpcR+kwFK+dZwOfBuj7Km7h+GZ3+K07cnR+S+Pwck3mV3sobXu66TSIWLJAIlkGLIZueadzRAILBMK+ygvacWkd2Mz1WAzl6JQqAiGF5mY/5Ciwv1MzH/Evobv5Uzkt+GMl0dGSrO6PsCyr4dwLIDPP4fXXYeUTWHWFVNddlOeJ3UsHmJy8QOaKu9gM7JK9+gvaW+4P8f6nV/uIpkJUHmZKY8vOMzCchettXfTO/4KJn1xTpJ5Ye0iiXiCyhIZLDAy/Q7RxDqt1XfTPXaS/fX55ytJabpGXiSVSmExlmAxOfEHx0imwiRTcfSaAlz2PSysdUBWwGGrpfQqK7iTb37vYjabbd/1wRXxb2pmn5ESjM28j0FfmNNccRe0MrVwHJCTfTQWwBcY5eCWfk2BuYKx2XxDXrOhCLVKj8lQSFHhAVz2hrzP51cv4LQ1YzGW0N54H50DJ2iqvDNnGRdPBtHrynPbS1Kai0PPYTF5OdL6CJGYj4W1DlpqfszQ1FvMLp2nqeoOlKImT85WkjLE4hvYLGWc630Ovd7C9MKnFDn2U+nNd54HmFu+hNveiCAI1JTezLK/mzO9j3Kw+Yd5iJDh6d/mSSZnMkmmFj9mdX2UlrpvEEsu7ZJI6Bl9icaKr6LXWSlxHWJ89vfUlt0KwMTcxxRfMbCVua/FZiznTPcJ0pkUmUyEcs/nKLDkQwxlTRS5FOK27yWeDDI0/TYN5bfmbbcZXSESWaOwQp55ehz7mFn6lPKtWaFOa6apWq4Dj89+yEZwmVL3EZRKDZlMkkwmhZRNkZKikBWwmL1Uej+HRm3MU5XsGn6em47+HV3DJ9FrCnINsO2IJXxYTTIEUxAEmRZvnuR0909w2htwF+RfB5AhsZNznzA1fwZPYTNrgUnG597FZHDSWnN3nmxwKh1Cr7Ni0Nk52PIQnf1PUV12A4WWBi4N/4IDTTva9SBLdJQWHaR/4g0aK77KwOTriKIyl/xFUU0yHUet1FLi3k+Jez/R+AbDU2+SysTxOvehUupY8nXTWvNtesZ+TTS+imZL0XVP7T1o1EbOph+l3HM9l4afZ/+WcmPumqT82Mw7ybzEfRApm6V75EXCUT8OSwuzK2cIhRdJZ2JbulRJREFBJOJndPoDasu+jN3RgF5ry1uFTy99im99CpPOTaGlgYW1i4zNv4dKoUKp0LG4MgzZLEdaH8obhNKZ5K7ms0JU4ilsw2zw0j/xOqKoIpVJcKTloV0DGMDscgf2rTKuyeCkveEYFwZPsL/+uxj0DmZXT3PoMoY8QKGlnun5s5y6+N+oKrmWUtdO8tUobazHe3Ov68q/wmpgjDO9j0FWYGmtl0QqQCTmy2nvI6RZXhsjFF5GqbyOutLb8ng7kiQxu/JH2hse5Gzvo1dN9v/U+LeV7DMpoklfnrysIIi4CupYXO2jyNlC1+gL7Kv7Xu4BF0UFavXOaJ7NSvSOv4LZUELd3tu5OPj0rmS/sHqRA43yTdZpbRxqeYiLQ89R4jqM17mHjBTJ0fF9gXGGpn9HS/UdOaSPUe8knggiiiJNVV8nFg/RM/ZLpIyERm1hYPJ14okNUuk4Bq0bT+Fegs4FVEotHscenPZ81uJ2zK+ezWv8ue170GudnO3+KXvr78Wot29BKLMY9YVkpDQzS5+w7Bug3HM9R9vkAbFrJN/ZZnblDDqtHbtVrkWXuA/QOfgMgc1pbKZyfMFhqkp2+ueR6Dojs2+TSkdQKjSo1Xq0asuuRA/gD07n1WzLPTcwMPk604tnKS/aaQYOTv6GvbU72uIVRddwpufnuO37cl6nIDcZ1zaGuW7/j5hcOMW++p3vAAxOvM3RvfczufAx8WRT3ndzZCqdjcMtD3O299GcV8B2qFX6XVLJFmM5FmMJo5N/xOOuZnWjm0w6jUKpQaM0olJaMWqL6Bn5DQ57MXZbBfsb7suTbNiORCqMdksJVK3UcnTPj+kZfYmO3lcwGx0MTf1213cAFleHWFodoLn6qzk+CYBBaye4uZgn1qbXWmXcuSQxtfgZ88vDZCWJOfNnlDj3YzOX7fobVSoNHkczKSlC3/ivaKn+FoIgyN66l8l8gKzO6g+OsbA8RDIZxWy4hN1STW3JV/ISlS8wSYG1AimTJBybp8jZxJURCE2zr+E7XBg8gdd5gObqHYSZrFvz98STQaYWP6bcc0OuF2IzVeHbGMNduEOQSmeSjM39nuDmEm019yAIL1Fbdgunu3/G/sb780pNABvhKcqLdpqeOq2Zw62PcK73MUpchygwl7EWmGQ1MEAktoJSqUKp0BBPRgmH/cSucMrTa60k08G89wpMJZCVCASXCRX4sJq8FBW250h88USIdOol1GoDeq1lF0FzfPYDStyHEEUFlcXXMTz1Th7cenL+j7uu6Z+Kf1vJXsoQT4boGf0ldmsNdnMtOq2FMvd1XBg8wUZ4ikrvNbtMmE16D+vBWazmYnpGXsBuq8uNyCajJ88sOhCaRqMy580+VEotB5t/QN/4K0Rjq6QzMdQqPX1jv0IizZHWR3YRsKTs5XAyM/vq7+Xjjn9gI7TEDQf/17wf3sjsO1SX3EShtZKOgROoFNqcq9N2yIQWx67jmA1FHGj+PpcGf0Fl8RfY2Jyh2HWA6aVPWFztodR1JOcktB3pzA43IRRZZHG1J8+4HGBf/fc43fNzWqruwmz0IEkZhqfeIRiZxWRwUln8BaxGL10jJ2mr+Q4r692c7v4pe+u+mwc5XfZ153mbAjRWfINLw8/J8gH2elbW+zDp3bt0Plqqv8XQ1G9ytnAA3aMv0lj5NSzGYlLpMFdGKDpDfeUtOGz1nOn9Ga2138Ksl+/t6Ozvc25aSqVa9grof4qDzT9Aozaw6h/LcwWTJImR6d+zEZ6msvhzSMTYUyufSzabJZmKEktskEiEGJl+j2xWwmLyUlP85au6GIEsA3F5L0TagolqNUa8zlacBbsTYjabZSM0j05rJZrITzAalY3g5sIuZU6QnZeWfd2UF+3DtzFFMh276oAsSRJKUV59lboOkUxGGJ19m7qy2xibe5e6MlnGYNU/xuTiB2jVJiqLb0AQsngdhxibeZfaspt2JarFtYsUuw5RYCllaPotxmY/pKY0f8WaSkcRRZHW6rvpGjmZ91sNRVYo8bRQX3Y7CyvdnO9/HHdhE2Wez1FRdC0js7/FXdhMNptlyXeRyYXT1JR8mYbyr22R/NJYjaW0Nz3ApaHnqCm9OWdBCCAI0i6ghVJU47Q1cmngNawWFxq1Ea9j/1YjWx5oesZe4mDzMZb9lzjXe5z2xgdQKtVoNRa5TLV9/uEVekZ/yZ76ewhF54lE1nFdYaQyvXSK2tJbsJiLudB/QvYOtu7cS39ojJoyuTHrtu9hevEMaSmNUlQSjW+wGhjcdT//VPyLkar+JUKj0lPt/TJN1d8ilUzTP/EaHQNP0DfxCv71RRZXBzAbyvIIQgBOWwszS59yaeg5nAUteUuvyqIvMjTzVu711OKpHLLg8hAFkbaabyMqBBaWh7k4+BxOez1tNd/elYBBnmVsRywR4nz/Exxu/T5ed0Me0zSTSeEPTOAsqN0iXx1jePp3BMNLefuTCS35MqrboVWbONz6EHMr5xia+ICJuVOQVXG07ccUu3eX8jIZiXQ6QTqdoGfkVdobHti1jSgqqS39Ch+d/6+s+Sfpm3gZR0ENh1seprnqm1i3UC7JlPywegr3sa/+XvrGX2Vy/lRuP5H4cq4ssh2CILCn7rtMzH9IIDTP2OxHVyW1mAxOBEHBenACkAXq1Cp9LiF7ClvySDrxZBi9tgBRkLVRDrf+iO7hl4jEfATDsrzs5QOKVm1kb/136Bx8mnQmyfzaeRzWFiRJYmjybc73H6fAWsrhlkdkJuRlj4sgCGjUBqwmL5HEEjZLESVFddgtDZzre5wl3yWu1g+7HKWTSse50P8UdkstXzj4v7Po60GrNmEyOPP+Lfo6qC69gUMt3ycjxemfeC23D43KQuyKAQBgeOodBqfeYF/DfbgLW6kqPUyhtZKukd1k9bXAGJbLJBGqS76AlM0ytfgxGSnB4loXZ3p/zkZknL1132NP3XewGotJpiI4C2rZ13AfnUPPEAzP5u03El/NWU/Wl91OMh1i4rLfRiwRgpyWjoVSz0FGpnectqYWTuHZKpt5XXs42vZj1AoL5/uOs+DrIJbYIBRe4FzfcTbDa1y753/CZZcJd/F4MAei0GnMHG55mPnVc0xsEdYAVMqdFX86naRn9FU6Bp7AYnJR4q1HpzViNnixW8tz9y2bzRKLB1CrdJS6r6Gx6muc63sM38YkoqhAodiWaellYPI1DrX8EJPeRZF9H76NkTzXLUnKsB6axWYpRRRE9jfex/D024SjawCs+IcotFXnVmGyJ8RX6BuT1WW6R56ntWZ3z+5Pxb+pZK9Wm1jb6EMpKqkoPsKBpmMcbPohDeV3oFJpyKRTjEy/zfn+Jznf/zidQyfoGnmO6cWPmJnvgawGT2FL3j51WgsalZ54IkQsHiSVTuwyPAYZFTM+/z4bm3PEk2EkKcvkwqd0j7xCcHNp1/bpdGoLk+3jwsAJ9jfch8Xkobb0VgYmdx7WmeVPKXHt0OOVCjXtTQ/QN/YqkVgAkJezWaSruln5gzNcHPoFFwZPENxcRhBElEoVvuAAfeOvsOTr2aWkZ9S62dicp2/8FRorv5ojeAQ3l+gfe5OzfY/ROfQ0K+uX0OusKBQK6su+jsOPIyoJAAAgAElEQVRWf4Ucqw+luPPA6LQWDjb/AEGEc33HSW5JTlwJQ0ylEwQ3F3Hbm/nw7D+QSqUZnz21a4ADWaVyaOptJCnD4PRvcoqXAF7HQRZ9l3KvR2d+nzO/Bhkddbj5IS4OnaRv7A2ar3AyA5mc0lD+VS4OPks8EWRh9cLuJL9dwrjCUWqbtZpIxWip+RZZwFPYyDV7/pbg5jLn+x8nFFnM+872rD4aX+d83+PUln4Fr3MvoijSXHkHA5Ov522/EugjkYxQ4pZZwLWlt2A1FdM5+DSSJKHVmEmld1iU4aif090/xWQo5GDTg1sNTQGyUOw8jLOghq6R5/OPsd6PWZ8/468rvZXhyT8yvzgilzdaHqG29BY0W4NlOLqWu/c6rcxCHpp6hyX/xdw+1CptrskvCAKNFV8nmlhjavEzAFlPxrLTJC92HiIUWSAclQevRDq0S7un2L2f9qbvM7/Uz+LSBJ0Dv+RA4zHqKvJJgJHYOhrVzupZoVCxt+67ZIUMXSMvEtxcRK8rJBrfoHPgGbpHX6DE1c7hlofxFO5FpdRxuOVhJuZOsRroz+0nEJpGr915Ds2GIg63PsLcyhmGpt9GoVAxOvMuaxsDskHLVilPEAQqvNcwNrvDal70XcRt28lHSoWa9sZjdA2/QDIZYXLhY8rc+VBZm7mCjJSgb+w1Sj2H/seFXipFFZHYat57kpTmwuBTXLfvR/SOv5KjTm9HNpvl0vBJzKYCPI7aLWxuBLPeS1XpF9GqjVQX30T/xGvotVZqS2/L7XdtY4wVfw/xRBCFqKXUcw1OWzOpVBKdzkJr9d0EQvMsrXcyPr9KKpXAYqygqvhzaNRmltf6mFj4iMPND+WWuDqtBZPBjT8wic0qW7hdae2mVulobzxGx4BcYphe+ITSLaedHRRFNwpRgcVYLEum6go52/tzSov2YTPV4rBVkkxGmV48w+zSOUSFsMV2rMFiKuPS0EuY9A6mlz5lbO491Go9Bq0dd2EzDZZbUYhKguEl1CoDZe7r6Bo+SYX3c3n1Yl9wEM8VbkWCIFBRdAOF1gZOd/2MVCrJ8MxvSSRCZKSkrK0vgU5rx2oow2EvAQSMhkKW17uYWvwQSUqRSicAAb3GgU7t5o+d/52q0sN5aAqFQoVRX0gkuo5BX0A07sNmLs87n8W1bgQE/IF5OgefQRDkVZqQ8xAWEASR0OYaobAfo97N4ZZHdlkFyiHmRN2yWYnesZcx6r051urlUV/xFZLpOD0jv0SrMVJXdrtMLhKUMiN77HUOND2Yh/KyWUqZW1GytjGIw9pIJOZjfOYU1+zJL8MVOw+h09g42/soBxofIJGSSwfD02+zGVlif8N9eUlAuAye53UcRBBELg2fzBG7IvGVPPP36cUzLKxdpL7ii6z4B5lf6SSW8FPpvTEHFV3b6Mfr2BEIFEUlh1seonfsVUKRFcrd16NR5ZvXC4JAc+Vd9I2/wszSWTbCUzRV5CPGWqrv5tLwc7Q3fR+dxpK7D8lklLHZ99mMLaDTWqkp+xyi4mM0ahPrwWmc9nxPiUR6HdMVlo6CIFBdfBOrgX5OXfjvGHQFxBMb1FXchkm/QzoMR9fQaSyyoXvzD+gcfI50JkFR4X4WfZ1Ul+RDa5UKNU2Vd9I5+DwLy4OUeQUONudrDoFchplafBRJukn2o169lOsNbodGbWB/47182vUz9FoLy75BIlEfqUyIZCZMKhUlkYwzGxigpKiOueULu47zp+LfVLIHSKWTeS5BHQNP0VJzB3qd/aoNsYHJ1yi01KJSanAVtOF1HkDKSvg3xhmbfZtoPIBKoScc9ROOrqPTFjC58AdS6RhmQxn1ZbfnLf0vDf+CPfXfoWv4F0hSmgJLKQUWuTGbySTxbYwxMvs7FpYGmF8aoqxoL/7gFC57XQ4RUFNyM52DT1OSbMddcHVZW63GRHvjfXT0P4mAIK8k5k9t+eLWs7fuO3mY4L7x16gtuwmdxsHw9G9x2CpRq/XUlt8IyDW/tJRmduEcgxNvEUuEKHa1Uuo5ikFnv2pym1z4mIqi62VccOvDDE69znponKatMlcgNE1bTT57NBCcY3LhQzLZBJlMhnB0HbupEUfZbny3JEmsbw5jNZUQTwSoK83X+UmmYoTCSwxNvUMguMjCajfR+Ca1pTfmrmWZ5waGpt+kruxWTAZ37u+YXTrP/GoHXudertnzt1wYfJJDzQ/vOgeAntGXKXI3YomtIQhZzvcfx1lQT4nraE5GFuTJRlpKokBJ1/BJ3PY2il270TnboVZqOdB0jEBwlguDJyhytLK4MkYssck1bX9zVYRIc/U3OdPzM0xNJXSN/JKDjbtLbCCT/1pqTFsOS2lOd/+Ucu8R6q9AOW1H9jKZ3qLCdgRB4OLQc+xvuE92BxOVrAUmGZt9myJnmyxAloVQdJ62mm+z6h/mwsBT2K0VVHpvJBCapaJ+d1mxvuxWhqfe5d3T/xF3QQPjM5+AIGzN8OWB1awvZ2zmY5LJCMXOJQw6O2qlHlEU0WpMlBcd4bOLP6Wm7PP0j79BOLaEXmujyNFOo+V2BEFkfO49Kr1fxGWvp2PgBAqlLg/+GYmtUlS4mzkrSWnmV7oQBBFRAdXem3eZBi2u9mE2lOdetzfeR/fIi2QyCSJRP2qllsm5swTCY6TSYVQqHWqlAYe1klXfKIIgcnHoGVLpOHZLAxXF16EUlQiCQKX3OsZm3sNV2IRaacrrDW5GVpmY/5h40k84vE40FqLYvQ+bRTaM0aqNaNRGfBvjjM6cIpVOsbfuO/9jetACWAzl+DbGcdkb6R55kQrv0RxTzaB3Eggt5Fhp43PvoVGZKSs6wsyyxLJvmGK3rDvtsNXisMnNmhXfMJOzx1GptGhKbbv0NrYjHPWRTifRqo0UFbazsHaBUvdOCUahUOOyN6HVyAqBSoWGYtcBNmOz9E38ikwmTiodRxBUxGJh+kbfodJ7HX1jr5PKREmlo0iZJKJCiUJUyKqdkSCxWBC7tYFDzT+8aoJIJiPE4n4cNhlVJGWv7l6zsNLJkr+L9ua/YnrxDIHNaQoLKjHqd1u9ASSSQSzGIkBGNTVXfZNF30XO9Pycg00P5ur1q/5RZpY/ASTMxiJqt3R4zvUd52jbQ3SNnMTx/1P33kGO3Fee5wdAwhcKhQLKoFDe++ruak+KFEmRGpGSSNGJlMShKEoUKWlmdiJub+9mb+8u9mLi5m7udm9HordNL0oiJYoUPSm67q421eW99w6ogneJzPsjUajKRpHiamb+mBfR0dENIBNAJt7v/d77mvy/zjr+pn8Om7WYSvfldA08TLGrQzW4FnRGppc/wFPUiMlkpLPpbtZ9g1wYeRoxlaS69GoKHNVIcpKx2Teoq7iGhZVzzK2eoqSwnaNtP8nAGPf63mKxAOdHnkx7uLZyuv9B2mpvTn9XfZwbehyLKY9K95ex2zwIgolIZIPhmVep8VylMrJWYm/OisNezv6GO3i/6/8hHg/jzC+he/QpJeGk9daV+luXTox63vjoP1OQX75rniQprGPk9CxAUjRaJBmvb4l9TTfgKdhbHnkv4o3b2YkGLeeGnkSWZLr6HybHWsihlh/tLHCaHc/TQmcjhc5G1rwjdPU/xJZ/HTH1SOY+1Wh0aNAh6IxYLLkIWhP+8CJlJQfS7xXQSApRGqX9FIkGWN/sZ8WbVEADsoSc/lyB4DrDU2/R2Xw7+fYbVMVIKpVgzTeWQZcdbLqLroFHaKu9NcNujSX8WYS7pfVephb+SHPNN4gnAuyr/y7dI09TX/E1Cnbp9gcic5QW7VO9trXmFt49/X8Sj4cZNv+O/NxqGpzXqgqlMwOP8OXDf8vIzKscarkPMZVgzTdI//gLxBJBcsxuakuvYmrxE8KxNVqqb2JmsUvZpet0WC0FlBcfw5FbRtfAQ+SYi9Dp1NLoAGub/Rxs/g6SLHF+5KnPuObZ8W8u2deUXsbo3OsEQvPk5hRTlN+RecyV28zc6ikcuTczt/Ip8UQ4U4XazGXMr52htHinkpZkienF91nzjVFS3ECRs5EN/wglhXtX25MLb9OSZrhWlBzhzODDqmQPyqCnb/yXaW36J8mzleC8CFkTSwQ5N/g04Ygfe64bg1CHMb1qCzpj5ubZ8E0gy5+klStDXBh7jv31381KXD3jL6hw9RaTk0hsK5M4o7EAPWPPUphfz7GOn+LbmsZqLqSt7gZ6x17A55/KskdLiDHMJntWxV/i6sRm8fDOqX8gnohwTvsYjtxKWmpuViVqRcbZhcWcR235l+kf/xVtdbeojrW80UORsy3NTryd7pGnMy2LQGiN3rHnaK29gTxbJWu+B9FqtBQ52yhythGLB5hd/YTJhTeJRaOEo/PEkwHcBa0cabtPhXgBshjWC2sXmFs+yf7GOzPvW6PRkUiGMeiteIra8RS1E4sHGJr+HclkmGgsytxSDwdb7sSRqx46f14MTb1GKLJMS+21LKz0YrMWZ/Ecdsfi+jk2/Uu0199MjqUo671vRyqV4FTfQ5SWNJKSI5wZfJQDDXd+hthc9kJU7NzP2MzHbGzOcs3x/0DOrlZG5lUXeZ4WOhsZn3+Hptqr8Pmn6NxjuH9u+CkuOXAX674J4klfFrBgMziLXhD48uG/ZnTmdQ5d5GusDEHvx2Z1M7X4R8xGh8pYe2b5IyqKd2SMBcHIoZa7FYPupu9n3Oe2v7dEIsKFsWfJs3ky/ssajSbDZL0w+izRmJfytDuVmFLbVY7OvMFmYIZKzzFWNoZIJmN4CtULaywRQi+YyLN5MBpyMvpNJQX7KSnYn1Y6nWZy8S1CIT9r0TnQQIGjkX0N38vMQkDJISZjLq21N3Kq735s5lIVHyQa28q06Y63/xVTs9/PugZ7xb+pAW04tsH4wlssrg4Tjm1kEY8c9nKisTVWvD14/VOZRA9gzykmGlvP/HszOMep3vsRdFaOtf8EjUam2nMFFpOd8bl3uTii8QDRuF+tX6G1EAipB3DbYmgGvYXi/A6WN3qyjuUPzZBjdVBfcxyDzoIzT3FL0gumHdORRIiR2dfZV/8dNMi01txMtecyTvXdz8rG4M7n8M9jNtpU1mclrgNMLrwHKImmf+KXdNTdRk3pV9BqtEQT69hzFIJYR/3tWE3FdA08TCwRzBxjcu4Dip07CykoO4je0RcZmvotWp0OV345VnMhNaVfycIwTy1+QHNaYbIovx2ZFGub46rnhGLLGaKa2WSnuvQ4Q1O/Y2bpU4anX+Fw6z04cquIJ0JZ6qYmYy4N5ddyuOVeZGRlsK63YjY49ySQK4bYSuuoZ+x5gpE5jrbfp3rfVlMR/uBK1nkONN5BQ+U32PDNoNFomFn68At5f2765/ik57/hyC3hcOuPkOQwzbXXkkpJLK7vvfWOJ0JML37KZQf/mrnVTz4z0cuyzIXR52isvJYcSwFlhZfQWHkdXQMPsbTeq3quRpv9jYQi63za80+4C5px5pVyYeQ5ImlAwO5IXYRsG5x8herS49SUXkFFyVG6+h9WIUwWVs+TY3GSZ6uiruJqvFszeP071z0a8zMw/jKHWu4m1+rGZLLj3ZpVnUNRgCyirfYmWmtuoW/il4zO/SHtuCWyujGM56LK26C3KHLMQ0+SSEQy73ti/gPOjzxFc/X1NFRclymUtnd8Op2Bzqa7CMWWGZ5WdlHbv8PFNQVOnGsr5kjbveRY86lwH8Vd2Mb54SdV5x+Y/DU1pUovv9L9pcyxMtdAo8WZV0NJwQEEQcBkNKMXLJQUdKoSPSh6PEX5Cn/gUPOP6Bl9kWRayj2eCCHtQnl91v2xV/ybSvZWk4t8WyPhiJ9IdJOugYc4P/I4PaNP0zf+IjNLfyQQ3GR48m3aatRVpE5nQKcTSIoxBR44/z5H2u+jIj341OuVirq27KtE4xssrp5XvX5y4W2aKtWSwk1V1zOzS1N8YPI3VJYcyeC6K0qOs+LtU70mGFllcu6P7Kv/DlXuKxlfeCvrc0qSxLnBxzjQdAc6nSE9rASHrYqj7T9lKzTJ2cHHESWRoZnfZnDQ2+HIrWTTP8unPf+Ew+7hcOuPVJVRMLyi2raWFR+mteZmzg48zlZwGgB/aDrjvDO7fJZTffczNPNbyt1HOdJ6L3abk0v2KZotJ3t/QSIRzhzPH1pEqzWqWL0t1TcyNvO6KknqdDoVbLUofx9zSz34/NMZ7DsoZiImQ7aZSCIR5mTvz2lvuJ6K0mb2Nf4l/tAqXQMP0z18gqX1Cxntc41GRyS2xcm+n+Mp3EdT5fVZhjNOey3h+GLWeTYDiwxOvkxD1VW01t5AZcmldI88Rc/oCyrznO3iWWFUP51hYG4PsUORNRy2MlprvsXiWh+bgamsc/VP/Ir22tuwWQsJhtezdM23Y3z+TfLttbgctThyKlla6yXXWsKx9p8QCM9xbvAJxEyi1qhgoKMzbzI8/SqdzXcpjNOcAg613E3P2HMsr/erzpNK7ST7jc0JkmIUt0uZUxQ6Wqgtv4KugYeQJIlEIsLs8knqy3fmBgca72R46g9EopukJJHukafpbL4rk3Qby7/OyOzvVOdc9p6nNq0vpCCB7iPXXMrpvvs5N3gCm6Ucf3CZWDyAtEtTxmzM5UDTHXQNPEwk4udk7y/Q6/UcbbtvD9vLHZayghT6FhZzfhqVFeZU7/1EE+sca/8Jbud+NBoNiaSfHGshbucBSosOcHZIkRcWxQSynMoghxy5lcQSW1nXbHH9LBNz73Go5S4KndUU5LVwuu+BDNRyO3yB0UxLVhAMtNbcRM/oc8iyzPrWEIWOtqxjf5H4N9XGkWSJiYW3qS47QnnxYZx5O3AxURKZXTxJJLpFc+1VDM/8HkmKI0oJUmJSwbRurdCVeJimim/gvIiEImh3kk5r7a2cG3wMk9GBM6+aRDJMMLyWIV5th9mUSzjqJZVKsLTRj0ajzfwQQFl1JUkiGvNjNtlJJqP0jLzAsXaFjWo0WDGb8jJoku3oHjlBU/V1WEz56eMYiCWCmAw2dFqBxspvEggt8M6pvyeVjHNh9Gl0WgGtVp/pn24F1qgpP6xqc21HUgyr5FVBgSBesu+v6R55knx7FSlZUoZSUpwiZzOHWn6kSswGvTmtQHqIvJwqRdTJcznugnYmF97dc7Ftr7+V8yNPcSQtZbEtowDg888yNPVbOlu+zcj0m6TkFEJaRjoSXycvR+1D4NuaYWj6dxxo/B4Ws5PJhQ8QtAINlVcDVyNJIpPzH3F25VH0goUN3zzhyDN0Nt6pki/YHQXOBgYnf6X6v03/HMPTr3K49R5W1gdJiH6KXc0cbr2HzcA054efwKi301p3MzIyC6vdzCx/TEv1NzPmL9uRkpKZSuxg092c7P05B5ruyFznxfWzWM0Fmb5zjecqppc/pL5c7Su84u0lGvXT0aDADW3WMlZ8bwJfQqsVaKz8BlvBOU733k9N2dWZ7zkaC3Bh9GnK3QdpqFSOGUxG0KDFlMaiD0z+mq3QbMYPNiWl0naLEiMzr6k0ekAZFDdU6jjV94DSjqu/TbWIarVaDjbfxfnhpzAZ7dSWXa3aTen1ZsqKOplc+DCDagpHvFk7xRxLEUaDjcWVMZpqPKxt9ZIUY4hiHBkJZS6gzDJi8Qj+4AbVZUfwuA7vCT64eKEHKHK0MzV3Gt/WAl+77H/Peg/R2BalBcq1KcrvQKPRcWbgUYx6GzWlalHCIlcz8yvnKCs+iCzLjM+/QTwe4nDrPYSjPgCKXc3k51ZyfuRJyt2HMzMXQW9S/dYc9jKcoTomF94hGFlVKQj898TnJnuNRnPg8x5PR1KW5f4//bR/foRjG1zZ+O8IhjcIRuZUyT4SW2d54wJN1V/FZi2k3qXuu3u3xukO/5LC/LqsRC+KCXS6nTaBVqPlQNP36ep/iH3132Nu7WPqy9Q43u0ocR1kfO4dtoJzHN5D0bHG8xXm105SV/ZVLow+Q1vdLSrZ3BrPVxicfpnD6b7l2OxbuPKqVRrtFkMhgdAKpvwdKFs0FsRpLyEpRrNQJv7QEqmURG5OBad676e9/lZVZbOb3asKDZQVHeHcwC+JxgNcdvBnFOZnSzfEYgGMu3wArGYXR9t/wsjMq8wunwYNe/ry5lpLKHDUMLXwIU57PZb0AG1o6lXiyQBH2u5FLxgx6K10Dz3J4VZFGiIYWaLGsyPvOr30Cd6tMY6235f5UaRSyhZfl9mmC9RVXEkdV7IVmGFh+UF0Oh09Y89R4jpARckxLg5BKyBJOzsPn3+GkZnXOdz6IwTBSK7Nzapvpy3nyK3iSOuP8QUmOdP/EKvrM+TZyjne/rMsz1lQu2hptVoOt/yQM4OPcqTtPsRUnNnF0xzfBbMsdDYwsfAOtaViphL2hxeZXlTb9eVYnCSSOy04gDxbOcc6fsrIzO/xbc0hyRJrvjH2NXxPlcRkWcoY8Wi1Otrrvs3c6knODDzCweYfYNBbiMcD9E28RFv9LaokJIpxZpZO4/WPEI5sEokGGRJeTh+X9MAVQCYY3iQQ2CApRoklgpQVdWYWvrIixRegouQSQpFVDMIOHDUYWWN87k2klEhr3a0U5Y8hyeGMmuTF4fWPEY2FyMstoKx4H70Tz5NMRqkquYoi52727M71CUbWmVp4m2g8SGlRJxZTAd3DJ9jXcLtqjiFKcRUyr9DRSjjio3/sDVyOOsJ6OxaTA41GQ2nhUc4NPYancB+9Yy+Qm1NOW52CNtu99BgMFo61/5ShqVfZ2Hyeovz95NnK2B0pSaTQ0cz5oWcIRzbRa36PrJGQkNF8Bihgr/hTlf2HwFn2GufvRBVQ+YXP+M8Is9GO1ezCbMyjf3KHTBOOrNM78iLH9v0VkphgdP513LuSfSTmY3j6da468nf0j7/Eqq9XVfFubE5iu0hzW9AZ6Gy+i67+R0km45iEIlZ9o6SkMMlUBFGMIqYS6LQCy2tTlBQ1MLXwDmZjIRajE6vFiV6w4HRUM7H4NqOzr1PsbFeZN4NSUWu1WkQxhtc/QyS2QX2FWhXSlVdHJL4EKInX659levlDDrf8kPm100wtfkS1Z4d8sbB6kvryr5FjcVLkbEkzh+uoKrkSjUaTaW1sx1ZwgfnVTwlHveTlVFFS3EpBXiMT828RT65TWnhMVR3NLndlLBe3Q0bGZMxlbqkPrU7IQM/0Oit2ayWlxfsxGXOpKrmSMwOP4A+u4HLU8GnPz6kqPU6Ja8fswp5TRkF+LRNz71NbrjiSbQ+kekdfxGzOpbPpLtV7MhvyCYXXs3ZfgcgyA5O/5drL/rOC3266i6WN85wZfBQNWurKv0aerSTz/O2E7N2aYmzuTSXRpxOcwktQa59IUgp/aB5ZljAaLGz4JqgsvjxrsRPFONJFLuYGg5WW6hvpHnkaDTId9dlqoCWuAyysnaG8+DixRJC+0V9ybJ8a2aTRaLOkkkEhcDVVXs8HZ/+RQHCdck9bOgvvev9puYbdUV50nFyLh097fo7ZVMDw1JsU5tdhNTqZmPsQb2AUrVaDQZ9DQV4jZcXfY3Dq19gs5cSTXlqqb8qqpntGn6facyVmo51l3wW6R59EFBOUuA5T7u6kufob9I0+j9lkp6bsakKRdcbn3kRMJWirvSVz/cuKD3B28LE9k/2qr5/ZpVMcab2Xc0OPYc8po9PRSDwRZn71E6aX3sViKqCxSoFvbgXnmFh4F1mSaam+EYvZweTCu9SUfYlcWwnnBh+nqvQobqeyW99GJsEuHZ7QCi5nKfFEjOHpV9NSKiYMehvB0BafXvg5dRVfvQhRo0HWqK9Dc/U3WfeN8+mFRyh0VhAML5KSkqREEUmWMepzEMUkopigyNWONsMT0dIztLee0sXxp5L9WVmWP1s0HdBoNO9/3uP/kiGkh3RarZDxno3EtugeeYYj7T9ResQGgURih1EoinG6h5/hYMsPFW33hts42Xs/ZmMBuVblR+71T+1ZwUZia0hSiqSYQG/QYTaVY9BbM3/0gomNzWH8QS9VnksRtBa8/hk2tiaIJbaQpCSCoGdtY44N7wKVZQeYXfkEk96FxeTEYnag0wpUe67kwuiLJJKBrG0ygMtZx9CkMnQLhtcYmX6VI633oNUKlBcd52TfA1S6L81obAfCq+RYlB63QTBxtO1ephc/5XT/g3TUfZukmCAa22Ju7SSb/lmMBjsNFddmKr5T/Q/gLmihtKiD8bl3ODPwCG11t2TaDVvhaarSPgCSJDKTFlsrL76EK4/8D1wYeZbOph8gyzLhqJdAeJ7JxXdJJIOIYpykGGNhuQtfYJqj7feonJO2o9L9Zc4NPcFWcAlJUm7yM4OPUlN26Z6tqRyLh3BsRZXsg5FVekd+ybF9P0NI+4T6w4uUFR2jrOgY4aiXudVPGJlexGbx0FD5NURRZM03xuTCexxq+aGqktVqBUijU2RZZsXXy9T8R5QWHaa+4jqCkRmK8js4M/gYdeXXZKj7oOi8mE3ZENdIfItAcI1YIowk/xKDYCU/t4HSov0IgoFKj1L1lhYepnv4BPsb79zT83b3znQ7YokgZwcf50DzLUwtfkhd2TVMLLxFOOqlxHWQipIjyLK8Z5sj1+qhquTLnB14FkmGlNxAILxMQV4T5e7vqjge0XiApBijrvwKJubfY3TuNRor1PIX0fgWOdZCtBot5UXHKS86TiIZYdnbzbnhJxDFBKHwFrrQCrFEkKQYpbXm1oy+/e6QIaNzvx2L62dZ2RjMqN06c5tY3xrBkx6A1pZ9lZpSGV9gip6RZ1hZm0SWtLTXfUfFmA9FVqkquRKtVsvxjp8yMPkyG5tTtFR/C1lWWkXL3m6mFz6ltuwamiqvV1zVSo5kvDFAETibX+onrlVaUHt+iF0hSRKzKx9RUXKAPLubqpIvqx6PJ8KcG36ClrrvsLE1QlP13nyKz4vPTfZ/KtF/0ef8a0RSjBFLBDk/9CSHWn6ouhirLWQAACAASURBVGDJZJyUJKLVaOkefYam6htUTMXDrfdwqu8XHG5RhoDRxCo5lh1yUCIZZmjqt8jIXN75t5wbfoISV2fW5FuWJcbm3+PKI/8j54ef4EjrjzPoku3YDM4ST7yKIBioKb0a39YM3q0plpLniCWC6LQatDqBheURCpzlTM19REXJUVVlKGgFUlI8DaF8niPptgIoVV1j5Vfpn/gVHfXfxusfx2ZR7x4AqjyX4Mqr4/0z/1UZUut+RU3JVVlEJgB9mmQDUFd+dfq8z1DsaqHSfTkarbLzmV76I8vrA5QVHVUJWGl1OxT5HIuLHIsrI4YWS4Q4N/QkWs02TPWFjN68TmvEnlOK1VRCbo6bjvrv0NX/EBqNjlP999PRcFtm+H1xuF0tzK9+kjlPOLpBz8jzHGu/L5McW2tuonv0BIfTyqFWs5OmyuuRZZmNrXH6J15k3TvP6vqjNNdcy2ZgAbutRHVvSXKKzeA0I9Nv4LBVcqz9Z2i1Wkam3iIvtxSr2cWxjp8wOPlrNvwjtFQrQ/1wbAlHzk7bcc07ysTC2xTm13NZ57/jwugzHGn9MeGol63gFIPTv0EUIySSMYJhP++d/r9oq/9WZhG/OKwml4pjsrE1xcj07znYdCdmk4NE4g1yLEW0191GKpVgcf0sXQMPkUyIJJNxekZeIJrYRBAEBJ0RrdaAzVKE1eIgFgthMCgsYJPBlnXumeUPMm3O2rKrGJl5ncnFd6jx7DBN9YI+q09u0FuoKL6UssLjjEy/wer6FKIoIugM5NnK0gVddrKvKfkKC+unqE/fu7PLH7MVXKCz6fuZ51SUHmNw8iWV54RGo8Fpr2F05g0KXTWUuTuzpFFSUkL1O2+tuZGVjUFO9T1IUkxyeuAh8m2VXLJrd2UxFbIVXCR/F6lraeMc9VVX4ik8wPmhJ2muugFHmnyJRqPaYUmSyOn+h6mvuApXXiNnBh7KSvbD07+lpfpG7DklTC1+/JmL9OfFFx7QajSadpR2TeY1siy//Jkv+FeISNxH//grCDoLkUiIkz0PcLj1R3vY+JWy6Z9hfWuQovzWLGMFQadnf8N36R45wZHWH5MUFStAWZZZWDvF3Mp5WqpvzLRcPIWdTC18SG25Gi88t3oSt7MDQafHaLCzGZhWDeUiMR8D4y9zyb6/onvkKUwGGyWFbZQUqqfpZwYepczdjiO3GrPJxujcaySSoYwEclmxokR4bugxDjZnu+k47XVML36kVBOrZ1SmJbF4gKWN83j9k6SkFEWOBqJJHyZ9btbsYuf7Uf8AzKZcjrX/lKnFjzjZez+bW8ucTj5IaeGRLKkHSOP8L6q8AMbm3sXnn2B/w+0MG15BpzNTWXx5ZoEUxThrvjFWNvqZXHwXSBGLRwkEN6gq7UROfXZ/0mrJJ55UdnTR2Cbdw09zpPVe1XxEEAwIWhNbwXlVX1QUYwQji4p/sVaLyZCL1WInGJlh1ddNKhVHJkVKEllenUJKaTjUeo+qwo4k1ii1KCMunVagve42FtfPcrL3fg633I0/tEB92bV4N2cYnXuN/LxKDrXck2m/aDXqxbG0SJEiSKVE/nju/yUU9rGwfoqZ5Y8odLRTWXJUlZRyrRWsrPfiyPUwtfgRPv+kaqZhMRex6Z9Li3oZKC++BE/BIT7u/jnxRJAqz+XkWAtV/IRl7wVKi9uIxNepdF/BhZGnKXDUUuW5KvO8lCSyFZhX8QYaK69jcPIVZpc/zrRb9tp5hCLrDE+/ikyK0qKDuPJLEQQTB5vvxh+cY2njDOPz6yTFGDZLOVWeL2Ex2XE6KplYfBNQPJvj8VCWiY+gFYgnglnnnJj/AE9hB2VFl3Cy95842OxRS2insiG1hfkNzC5/wtrGPKXuRmouciJzOzvYCk1mkn0gtMD65kQGiHC49cecH3qCypLLKXY1o4FMG0cUY5zuf4jWuhszIARBZ8UfWsoQGjcDU0iylMlHFe6jTMy9l1HD/KLxhZK9RqN5AmgHBoFtUK0M/FnJXqPR/B/A9eljrQHfl2V56fNfBUZ9LiUF+0iKUdY3xxBTMQYmX0SvN6HT6jHqc8m1luPIreb80At4ilupcB/d81g5lkIq3ZcyMPlr9IKRUHSVgYmXceXVc8lFksBu5z66Bh5SJftUKsHiSjfH0yt8a/WNXBh9OkMQSYoxuoef5lDrj9BqBXJzPHj9s1kLz/D0q7gLWijO38/5kRMcbbuXkgKlTSFJIpuBOdY2+1hem8GR52Zs7jUsZic5JjcWUyE5Fhc6nZ6mquvpGXseWU4hJqPMLX/EZnAWWZIpLbyEQ83Ke+8f/y2VpceJi+tcGHmW/RfpwQdCqypCieq6ocMfWCMWD2HQW9IiZFpKiw6oEk9RfjtTi3+kNW10HYqs0zv2AuXugxxp/TGyLJEUk3TUfY+ugUcyNm+CYMxaDM8PnyDH4sRqKWbFd4GJxbdIJKJYTAWUFx3DYd8hN6WkJNF4gHNDT3Go9Z49h8StdbfQO/osB5vvxheYYm75U+KJEGVFl3Kk7T66Bh+iMK+FeHIzi8cRimwQiTxPNL6J9iLUcjwRyLS5tsNTcIhcazmn+h9CTMYJRZ7CZnVzsPmurAV7LyKUJEl0DTzI/qabGJ15m/31d5CSUqxtDtA7/iyxeAibpYTasiux20qZXfmU3rEXsJgcdDZ9X1X5VRQfY9XXkyH4JcUYZwefoLX2elZ9PUhSSpXo44kQk/Mfcem+v2Fw6mX0gplj7T9lca2H030PUF12GcX5HSyuncHtzMZxtNR8i96xF9AJZ3DlNmYUKLc19td8/disRTRVfZMcSwGzy114CjvQaHUsrvZQ7u7MyDGnJBHf1iTTi+8SS2yRFJMEAj7ODDyOPaeEljSf4+LQavSqoiMWD7CxNcqR1h9nlFeVnfI9yixLEkml1PaAm/55Bqd+Q0vtDUjyH6grv4oz/Q/iLjhAVYnStnE5aliaUHgTYipB79ivObZvpwjSC0YOt/6IC6PPEE8GKXQ0gqygo84NPcb+pu9l3MoAGiu/zuTiO7TV3ookSwxNvcaxXe3dEtd+TvU98K+T7IGjsixne7j9+fGPsiz/JwCNRvPXwP8K3Pv5L1Eqpm0EzupmLy01t6iqq3DEx/LGAOOz7xGNBQlFljkz+HBa8jZN6dZoFalajQad1sDqxgShsHIDdTb/YE/FS61WR57Nw1ZwMbO6Tiy8Q9UuA2BBMCDoTPiD89hyPHQPn6Cl+qZM+8jtPMDY3Js47XdmXrO41kMqFaesSLEx0wtGJGkHeaHVCjjzqoklvVSWHkCSE7TV3o4/tMz65hirviFi8a10ojSwvDKOVqtjQPsbKt2XU1t2TdZnSYgBzCY7BZYadDoD54ae4GDzD3a9pwvk29UVfyC0ysDkrygpaKOspIVQZJP6iq9jMthY8fZwYfQESTFGQV4LVZ5LybdXMzGv8AcGJl8hFt9SiXMFQmuYDfno9WYaqq6hf/JXdKR15neHJEmkpDiHW+/iVN+DmUVBkiW2AvOs+/uZXn6XeCKC2ehkK7hOV/8jVJdexerGCLFEgKQYIiXFSKViiKk4YiqOb2uVD87837jya2ipvVV1zQ2ChSrPlzgz8CguewO5u/Ttp5feZ3/jd0mIW5wbfjzTDgJFlG0vBI7Z6MBpr2Bi9gx6vZmqkiuyEr1yrS/yQ5BETvU9QEvNN8mzVeLKm2fVN0BJwQFKCw9RmtZ48m1NMj7/JtGYj4WVCao8ndSUfiVri59n8zC5qDi2xRNhzg0+TnPNTThyPdisxXSPnFAhfAYmFbw/KKiTmYWPaK79Jp7CfXgK9zE89RrTiycJhTapr/gKKxsjmE12zCZH5vvsqL+d7pETLK8Ok2cv4/zQCVJSjJLC/Rxu/bFqcVlcO8PRNkVioHvkacrdO+0XnVagIL+BgnyF9+HdmuFU76Msr40hyQk2Nqdw7bFLLXLsZ90/SIVZadFeGH2GjvrbM99NjsVJUX4rkwvvUFt2DcHwKmajmjkbjq1xpO1etnV98mwVHGv/KbPLH3Oy9+e01igSDdszxMHJX9NU9fWsuYpWK3Cg8U4GJ39DKLJKPB7i/PATHGy+O8t/w2J2EIqsI0ki00t/pKzoiIo1r9FoKSs+wPTix4Siq1mf+7Piiyb7UxqNplmW5S+ulP85IctyYNc/rXyWqMjnhCTF9/hCdWz4B2mq+SqQRKfNoaz4s4WqEokIgdA60VgQkOkffwG3q52i/PYsWd4K95cZmPgVh1t/RCwRxOefoaFCPSRpqb2Z/jHFdaa08JCqf2+zFiGmdggyocg6cyunVAbcbtc+Juc+pK5yp6KMRDeZXerieMfPuDDyLP7wLI7cqkxvdjuC4TXCkQDxRARJSrC2OYDLUZUlrZBIhjI4c7fzADqtga6BRzjUrAywg9EF1fC1d/xFQOZA050Y9Tl09T9IR93tjC+8SUfd7ZQXH6e8+DiiGGd1s5+e0adJiBF8myt83P1fqau4imKnGgYbjC5gz6kEoCCviaX1HrybU1ltpYn59yktOohOZ6Ch6moGJ39DW90taDVa8u0VmW1zSkpxuvcRAoEN0EBS9GI05JKrL0DQlaMXzOj1ZuVvwcipvgeQZYn2OrXi4mZgEatZka890HwXp3p/kTGmEcU4och6umfuxFPoZWDyN7TWKPIZwkX3iyxLzK+eYmG1m5rSq0mWRqkpuYqRmVeRJJH22ttUOw+9zpyh2IupJKf7HqCt7sYM07mm9EsKbLRgp4rWarS4HHXk59VwYeQZcsx28uwe+iZeJClGkCVw2GqpcCszoEQiqhh3Dz/F/obvZiSzjYYccnNKMjvPZe8FzMb8DN7faa9mYl7NKm+q/jr9E6+wubmETqchllwlGJkhngyRkhKAjCxLaDQwt9DN7OJ5LjlwD+6CVi6OmcVP0zLPAgatkPVd7o7h6deJxNY42v5DNkOjlBddyszyh4zP/wGXvYmasisyu0xPUQc9489SUXwpk/Mf4C5oy9p9VXku4ezg42wGZ4jEvORaykkkIpwbeZKy4k4aKpVZRCiyjjG9O9FotOmWzAGGpxVCWFJMML/WhSCYcTlqd90HMkkxSiS2SSzhx5bj5sLgqySSETqarmUrNEs8kY/F7EAvWDILUUFeM1OLH7G+OZpZhCVZIhbzE456kWUNfWOv01av5mB8XnzRZH8CJeGvAIr2LMiyLO8tIvMFQqPR/D3wl4Af2NuVQ3nePcA9gKo3v80q3Y5VXz8T8x+wv15xShLFOGeHHvvcZL+6OUy+3UNRfjNGk4USZydTCx9zduhRDHorJQX7KXQ0o9UKWEx5aLU6RElkdPY1mqvVBide/yzzKydZXp/AoDdTWng0a4hiMeUTiwcQ9BYujD7L4ZZ7VEOrYmcbXcsPU4eS7LdldLelaNvqb+NM/0NpI2515aa459xN7/jzHG65h42tUc4OPo7JaKel9ubMwnixU1KhozWd8B/kSOt9yLKIyWBjbvkM86unaay6DqddUaz0bk2SY3FjMTuIRH0KtDJdxQmCEU/BQQodrXSPPENSTCBJEnm27IrLH5yjrmznJm2uupGu/gc5bv9rVTvI6x+ltlzhEBTkNTO/cpZgeA2bdWfLO7nwR1a9AzRWf5Xa8iRzy+dZWu+nve427DnZw1yff458ewW5OSWMzbxJfeXO+1hcO5ORiBC0Ak2VX2dw6jd01N3O/NpJle+Ap+AwochaBvaq21WZr2+NMDbzDsWujszgOpbYIBBe40DjXxIIL9E7/jyCzkJb/a0IWgGb1c2ab4JiVz2n+h6ko1E9jNZqBYUqv2vnBwr0s3vkBG7XAfJz6xB0Wval7R0TyTBe/0R6BhTEt7XEB13/hUNtd2Axqwe9dWXXcH74KQ403plp3+w+t0Gv3vEmxBjh6Br7m79FOLK5Z0tBkiX6J35Ja+PXWPONsbh2hvm1U3gKD+B2dmQ+x+JGN8d2mbi78mpZXO3FU7SDuorGAnSPnKDSc5SmqusUr2l/EqMhh4aK65BkiZWNC5wdUkh0zdU3YDLYSCTCxOIB1tPtm72is+lOTvb+ApvVTY7Zw9mhx9lXfxvWXf4RsXgQQad2tTIZbOxv+B5e/wSfnH+MpdUJais66Rl7Gikt7SCKSXRaA0aDDYPgwJ5TgtPhJiWJ5JorCIRWWUuMEE/4SUkJBMGATiug0eiYmu3G426ge+SJtM+ziF5vxSTkk2stIc/mYtU7ePHH+cz4osn+CeAOoJ+dnv3nhkajeRco3uOh/yjL8u9kWf6PwH/UaDT/M/Az4H/b6ziyLD8CPAJgNFrleCKEoDMipZS3kUolGZx6GQ1aLunYmZALghGr2Ukk4sNiyYb2RWMB5ldOKVBHGc4OPUJpwSFqyy+nlssRJZHJufeZXvwYkzEXT8FByoqP0DP8PBLKEKd3/NdEo2voDRZyrcVUur+EzerCJBQxt3KS0dlNciwuPK7D5OWW43buZ2L+fUKRZTrqv52liaHVCpiNdhLJKAa9mcnF9yh27csscoJWoDC/hYW1U5nWD8Dg1CvUll2O0ZCDPaeETf88rrwGXHkN+PxTXBh+EkFnpq325qwdCygsyMYqPSf7foFGo+FU3/1p0bSfqRajhfUzNFUoePhK92XMrXxCza5W1ujMG/iCM7RUfRN4ncbKb3B+6AnqKr5G4S55hmQqrCKn6AUjTdXX0Tv+AvsbFKy5d2s24+CzHc1VN9I9coLjHT9j1TvM5Pw7lBYfTGsbaYknQswsf8KR1h9zYfRZ3M72jLjVdozPvUF7/e2YDDZOLz2YsXgDCEWWcVTvQAZdjlpWvH2seHtY9Q5ztE0Ni60vv47ukaeZwYDRmEsgvMzw9O+xmPI51v5T1cJls5Qzv9ZFSWGbYiXZ8kM2A9OcG3wMq7mAIkc7yxu9TC+9y77G72bR+wHybbWsbQ5T7FRmGpIkcm7oKcqKjuAuaEOWZc4OPUpZkfKZDXorblcHbpeSNM/JT7G2McX8yikmF95BLxgQdAYM+lzybBUIOgtd/Y+yr+E7Wee2Wd1s+ucyiJLe0edorv4GNksxp/sfoA51sk+lEpwfPoGn4ACeok6CkSXqK64jx1zA1MKHdA08jM1ahEY2Ul7cqWqBuV2d9Iw9n0n204sfs+odYH/jHRl4sKAzkpJ2+CJajZaSgk5KCjrxBxcZmf6dAglNJDjV9zBH2u5Go9EgSiKx2CaR6BbRuD/T6tPrbIzPnKK0uIVj7T/JasklxCAmvXqW5d2cYXLxHbRaDUaDGasul5bqm1SggItjca2X4oIm7NZqvP4hmqpu2PN50dgWm1uKtHNb7bf3RN5sBAY40Pj9f3GJ4zlZll/900/bCVmWv+j04HngdT4j2e8OizGf3rEXqCv/GmaTk0B4ib6xl6ivuFblLbkdlSVXMDTzOw42Z0sWd488xf6GO5RkogGDLofNwByO3PREXCvQUHkNcA2iGGNs9j28/nHWvfO4i2pY9p6nrPAgebnqhLSyeYHifA+etLpmJLbF+NzbjM79AYvJwfzSAG2NX89g/C+O0qIjjM2+SZn7ML6tmQyLdDtqy67g055/otjZiV4wshVcJJ4IUOxUhKE8BUcYmXmNg3blM+fbq8m3V7MVnOPM4ONsBdYYmvotYiqqaJzLUkY2Nx6Psulf5to9qOKyLCl2bOkk7S5o41TfR1R7rmLNN8r4/FtUl15KfcVfoNFo0Gp0GPU5HG27j76Jl/AHpqirUCRpL96VgYIoWlq/wLpvnIL8Oibm38giGZmMNswGJ3/46D9RVXaIw233qnDwRkMOGiQMeguHW37I2Nwb9Iw+x770AiKKSuVkTi+ejZVfo3/sxcyQWtAbs9QyW2tv5LUP/w69YGZ87s10bz79R6OnML+VcwPPYzHZCYbW2F//vT0Hw3ZbCaNzG6r/c+RWcbTtXtY3h+kffwWvb4HDHXdgNWU7kgHUlF3BwORLFDvbSKWSnEsjPLbx/Jq0PPLFux+AQHgZkLjs4M/oG/8Vxzt2+vOR6CZLa30kEhG2AqtMLb5Pa516HlaY18bM8sc47OVsBRYxGqyZe9hd0Mbc8lnK3QrdP5EMc3bwCRoqvpZpabTW3Mzw9O/Y33gHteVXUFt+BaHIOh+d+zkupwdfYIaCvEZceQ0YDTkZouG54acozK/nSNu9qoQnCIYscuDOd+2hueZmhid/z/TaWdDA6OzraLUCWo1uF0/Gkmn1BU3LLK4OYRAMnB16FJPRjtu5D1deHVqtQEL0Y7MWkkhEGJ55jWjci8NeQVvtreh0gjKjq7mR88MnVK3Zi2Nm6UOOtv8EnVZgevEDwtGNLClmgNmVj9jf+B18wQlGZ1/b07bzXwt6OaLRaJ4Hfo/SxgH+fOilRqOpk2V5Wwrvm8DIF3mdLEs4bFV0Dys/rqGpVzna9pPPkHSFXGsRkpzMuAttR//4r6gtv1wFDWyp+RaD0y/jyL0j6zgarYDeoEMQ9NjtLiRJpLL4chVkazuSyRjGXVhkiymPjvpbkWWZoanfkkhGWVq7wMpGL4LOgFZrIMdSSI7ZQ661BKe9hrHZt+gf/zVHdw3MdkdD+bWMzf2BpsrrGZj4dYZIAgoj92I5hFgixPjcO5hNuUgpkeqSKzEYrKrqJSWJnOp9gM6WWxif+wPtdberbqaNrTFyLWp9GoupiA/O/CMlRY0cbbsvi4AkSWLaDu67zCx/xNnBx9jfeKdaPGxXNFXdwOm+B7Hb7kHQmzAZbUiSxMziSda2+hEEA3k55ax6dQTDK/SNv5Teru9sr/XpdoNGo6Wh4jrWt4b4tOefONR8N2Nzb1Ph3uFTOHKrmFr8I9GYP93PVyfp+dXzzC5/SoGjhvzcGgodDYhilKQYJ5mKkUzGiSeCSFKKRDKGmIoxt9JFdenlWZwMnVZA0GX/3CQpxeLaBfJyi9GgQUz56R1/DjEVJSWmyLGUUlZ8EHuOG0EwpCvRGOeGnqS27GoKdvWHARorv8HM8h9prVHPI8Zm36C99tsYDFYqSg4zOPXbDAfAYnZQW3E5ubYSSooWsVsrOD/0OGajg9aaG9FqBew2D9FZRRVzaPoVledDWdEldPU/RLn7EJGYj/NDJ9jX8F3VgqPYJ8YIR71Y0y0ki8mBu6iO/Q13IIoJZpZOc2HlWbRaLasbs7y6+Hcc3fcDSvbo82u1gsqQBRSE0fjsu/jDs5hNeXgKDxKOrVJf+VVGp//Akfaf7klISyajjMy+Rkv9VRQ5OsjL9ZBIRJiY/4CpxQ/QC2a83gUsVjs5m04FBZZblfl9jMz+npqyv8BmLaYgv46phQ+p3sO9bGT6D1SXfilTUHQ0fJf+8Rf3kHiW2AzM0Vj5TRz2MoZnXmN66X2qStSUpn+tZG9GSfK74R1/NvQS+AeNRtOA0hKa5QsgcQASYphV3xD+wArxeJCykgMkxdhnJnuAsqJDTMy9R32lgo1d9Y6ARs5iYRoMVhKJMPFEKOM4L8syK94ephY+prLkMo61/wXdo0/SUHY9ZwcfVUg+F1XokixmvR8FjvU8ebYK9jV9A7OhkOICBdwkSRJbwQVWvcMsrp4hIYZZ9y6QY7VzfvBRJFnGoM/BINiwmgqx57jJyy1ncvE9zg4+SUPl1SqrPoDcHLcybDQ56Jt4CY0WGqu+js1SRP/ES2gFQ9Y2dWjqFWrLvkKxq5npJVmBm+2ivS+uncskEEmSGJr+HdGYl3BkCzGVyDLX1mp0KnncSvdl2K1lfHjuv6BBx+zSuXQbwYROMCLojOgFE/UV1/DuqX8gP6+c030PYDBYKcxvprPprsx8wBeY4nDLPWyFFhiZ+R2xeICqkispcjagF3KIJUKZBaAgrxlrQxFdA48gSRItNRcpl1Z+k76JFynK68BpVxKn1z/L6MzvKXY1cbz9Jyx7e4nHEllSDKlUgq6Bx7jq6L9nYv5NDjR+nxVvD+eGH0OnMdBUdb2qoBAuwprPr5xlbuUUTVXXkm+v5fzIE6q2WFKMsxmYYcV7nqkFL8lUDH/Ay9sn/55j7XeTf5FPAkCOxUUwvIIkpTLXeDM4h05ryOzKPAWH2NiaYNU7omL5imIMnVZPvr2KI/Yfs+Ef58zgY1jNLlqqb8CotzK7fIYiZ6OqBanTCjgd1UzNf8Li+lkOt/4o8xvaHS3VNzGx8CYddUqbaG7lPK48ZUcuCAZqyy+jRr6UyYV3CYQ2KHbWE4hMszJyjmQyqsiP2FsoK96X7vfLmV23PzKL2WjH4+qksfpatBotoYgXm7UQl70OQ93NysB9j+Kwf/IlWqtvIpbcZM07Ql6uB4PBQnONAsAIhjf4cP3/o7awlWqPOuGmUgk2/bMZxnBVyRWKEY+zXXXtRTHBZmg2M/AFxfDeZHSwvjlEgWMH7LjqG8CRu7OIN1V+nb7xl1hYO01p4e625H+faPEXSvayLO9t3fRnhizLN/05r9MLZjQa2Nd4A8lUEmdeJVOLbxOO+dAiUFp4nOICtRdlkbODmaUHgKtJiDHG597iWMfeFXN16TXMLH9IQ8V1+IMLDM38Hoe1QsWWA4XAc6z9Z3QNPEx95VUU5O1GpaqTXiTqpXvkWRqrvoErr5pgeJ3xuTcyyV6r1aqsDUdn3sDlqCcQXqSz8fukJJFY3E805ieR3MIfmWbJe55INEAw5EOv17K4fh6NRodOq8dszENO6TjV8zCFrkrqyr+KPWcHuePIrWRptZdKz44x94q3B9Bk9DuqSi5lfO49Rudep7Hi60hSimg8gCCYWFrrZ3rpA2rLr6S15ltcGD1Bcf5+ugYeoqb00ozqp1LZ71TwyWSUVV8/Go0GWZLQCRKiFCQhbpKKJkhJSSRJJBTZJBL1o9UucKzjh9ht2WxgDQLRmJ+8nFL21X+XRDLC7MrHTC2+S0qUGRPfQxD0BKMLaJAQ9CYM+hzWfbOcHXoEvWDGkVuNy96Yvh3sYgAAIABJREFUJjEVML/aRUvttxTHJosrIwIGoEUglQqp3oPSL3+S+oq/IM/mQUwpbkvbfeNAeCUjTVBaeIyy4gOYjXmEIl40aOibeEGZi7T/dEdb/SL4pV4wUpjfQGEachiOrHNm8ElioRDjC2/iSRxIM7vVC3dBXgsr3h5K0uzRsdk36GxU/4Rbq2/mVN8DOOyVGahkUoyh25UIXfY6XG11bGyN0jXwCJGIMuQ93HoXq94RYokNQtE1RDFCPBlheXUST3EzSTG+Z7K3WvKJxgIZFdg1Xx/t9bdlHg9HN+gd/yWeggNccejf0z/5UiaJbktv+AIT9E++RCS6ycraDMlkjHL3URqrv5bF0B2Z+R0N6dfnWj3sa7idU333K0bg6VbbwvoZLKYCHPYygmEjyxtqSXJJkugdf46vHPkPdI+coMR1SLWjn1v9lNLCnfnZjhHPCVXe6B17nuaqb2RV4y3V3+JU3y9w2hsy13F+9Qydjd9XPa+97la6h0+gF6wU5SszG83nSpZlx59SvbwnPSD9Zz3nXyqSYoSj7T8hkQgxOPUyDZVX4cpTkCKRqI8VXw/nh0+SEGPk2+qpKf0SgmDEYa/EuzXL2Nzr7Gu8Pasvux02i4vByRFFe1sWOdR0d/auIZ3LBcGgMGOHTxCJblDhTguR7apwvf4xhqfe4HDLDzNVVY7FRTIV2fP8Xv8s4dgaBxrvpGf0BXz+CfLttVjNzszWF5Q5QCD0LEf2fYfVjWHa628FlMrMH15lzTuKLEuYTXkqsgZArqWcyYX3qORI+lg+Juc/ylrQ6soV2vvEwtvYzG6s5hJO9z2Iw16e6TmCIhzmctRwqeNvGJ5+nbnlh2mpuRGNRk9KEkmKcaYW38Hnn6Wm9Brqy6+ja+BhSgsPc3FIksSnvf+NqrLDuJ2tjM+/jYxETemV5O9iJhc4WvH6Ryk1Kccw6C3UlX0Vp72Brt4n8PkXONrxfWrKLs9UoFOL71HhvoxiVwOSJLG01s/ozOuIUhRkDasbs5hMb9Nae1N2D1WjUw0DZVmie+QZKtyX4spT0EYlzk5WvL2UFys//FxrMe11tyGKcRbWTnO6/0Hi8QQLy8M48grZV/+9bHy1yanicqjvDeVeumTfX9Ez9jQHm37EzOIndA08RF5uKZXuKzKziOrSyzk//DglBZ14t8YxGx1Z97FOp2dfw+2cG3qc4+l2YVKModdntyZdeQ3oNFZO9z9GOOJndOYPWM3F5NkqqCvdn7m3z2kfo67samaXPyAQXsNmcVNf8ReqnWdT1fVMLr5Na80taLQKokWWZWZXPmZ5fYCDjd/PHC+Viu1cgl3sYqe9lvPDz2CzOUgkQySSwazEJ0kSspzCZt2Zf9gsRRm9+0Mtd5OSEswtnc3ML6xmJ/GEWuiuf/wlGiqvxmS00V53K0PTL3OgUeHKSLLE8sYgx9vVLHKzyU512ZcYnHyFlppvEQyvodPpsedku5tptVoq3JcwtfQ+taVXE4n6kOW9bTQPNN1JV//DCDqToor7L9zG+Z80Gs3G5zyuAf6GNFrmXzssxnx0WgGzKY+UpB7yWcz5yhbLo2yt1jdHGJj6NbF4AC0GxqdPUlzQwOziGRLiFrFEQCEj6fTpwY2AIFiIRgOkUgm+1Pm3n9se2o4DTXcyPPM6A5O/pqX6xrSHpsz00gf4AnMZItB2aDQa9HpL1hxBkkSGpl7haJsCNWyvu4VTfQ9yrOOnqopFkkTODz3FoZYfYDLmsrzeh88/S769AkEw4bRX4PMPc7T9h4hSjJN9D9BS/XXy0/BJm7UwY6wgSSkujDxH5y5S1e5orLyO3rGXGBh9F09xA211384SLRPFZAYO2FR1HbFEiN7R5/AH14nGtkjJUWo8V6sMVvT6vb/X88NP0FZ7A3qdnZmVDznYfBeimGBw8mXGZ9+i0vMlCh3NlBd30jfxy4ykQCC8zOjsHxC0Rq4+9r8wNP0yJoND1WrwBWaoblIgrVqtltLiDkqLO1j3jTMy8zp5uQUkxRjLG33Ull3UG2VnlyLLMn3jL1LsbKfY1ZJ5TmlxJ92jT2WS/XYIgpHKksux51RyuvdJYokwjTVfzpL4AGUhXlkfyEr2s8sfs745scM01hnRarVUl11GddllbPrn6Rt/EUFnoKrkMvLt1f8/de8ZHNl9ZXn+Xnpv4L33vryToZVIiZRIihSdJFJNik4t9cbuxG5MxEbsxnyZnendnhEleoreiRJF0VMki55VKBSqCt57IOGRiTRI+/LlfnhAAg+ZYFd3a3ajT0RFBdLny/fu//7vPfccEghshNyMzHyYHNvfDYsph9L8wwxMvEFDxQ8RxTACSsaJJIl0jbyMWq1hf/2tzCycIRJzU1Xy3ZRZD43KgNWUR2PljSQSCda8YwxO/plQxEuGrYaq4kuwW/IZnFzFH1jCoLMTCnvpGX2FTHu1YkoUIBoLp9CXPf5p+kZf52jTvVwYkSUxRqc/4nTPw9SXfx+nrQyAkZkPkufHTpiNWRxo+DntPY+hUqk5uqOZqlLJfbktLK4OoNFokzt3iykHjcrI6voQWY46FlbPk+NoTHkPgPzMfSyu9rPmmWJk9h321ab2ArdQlHtAFrvLPiJXFkr2Fjk71PgL2nseprHKCAhML3yx52N342IkjlPbwEp8eNHv9jeEVmPc8z61WkdeVgt5WS1IksSprt8hilG8/gVK8o5iNmZgNDjTZvg+/zzN1T+mvedhDjXcnWLykQ71Zd9ndvEsZ/t/DyToGn4BqymfgzuEmXYiw1bG4mq/Qhagc/AZWqpu2NZKUWkozDnA9MLnClGkzoGnaK65PhksGit/xJnexxSLijcwR/Wm4UW2s4bu0ZdwrXRSX3YdGo0+yZkenHqTsoJvKhqc8XiMNe84y54+QhEP0UgEvc6ESqVOq05p1GXi3yEtbNBZONJ8L591/hNev4sTbfcr+Moga+/sXuxGpt8jJ6MWh1XO4EPhNfmxGh2ttbcgSRJDU+8wMfcpxXmHiMY2CIbcDM+8Q1yM0Vp9SzIjrC6+mu6RlzjaIi+csVgIUVQ2heXt+UtoNHqOtT5A79jLtNX8jLnl03zV/SANZdvCVWqVGmlT7XJg8nVs5mKKcpXzG1vskXg8inpHozoUXmdw6g1ARXPNtQRDPkLhAKd6HqK29MqkGxiAzVLI3HLH9mdMSPSP/wmtxqJglGk1RkQxnKT4Oe3FHLHfgyiGGZh8m5GZv2Ix5nOq61GKclvSZolbKMw+xKrnJZbd8jSqSrUd7LYa1E2V1+KwlrPqmcCos9JW92PODT5Dad4J8rO3z2GHrYTF1UEKchoRBIEsRzVZjmokSWTJ3c+F4ReIiUEsxlK+vPAwWc4Kzg8/x76an6ToKAHotFY2QqvJ4a8ldy+Tri850fb3m99JRSS6QXXpFZQXX0Lv6B+YnP+MutIf4PGNUVv6HZlptNKLLzhDJOpFq9GjUesIbHjQ6oyMuz6lvnw7uG6RDGJimLHZjzjeqlyAmqpu5FTPbznWUsXMwpkUL4mdaCi/nk86/hG7tYCNsIe4FEevt6ZtEjdV3sTA5F+IRH00VKQX+5OkOGI8TEvNzbR3P4kvsEJ12d4DaLvxz6le/k1r9X9L7D7h02HNO83AxOs0VH4fnf5jinMPMT73EYcb796zlKPWaLCYsjnUcBedA7+ntea25CQhsKeyf3HeIdYDC4xPf0lRXhOl+SfSPxDIsjcwPPVOMthPuD4n016G3apku5QVHOdU928pzD6ETmtmYPINCnJbcVi29XW0GgN15d9NSg7IgzfboxAqlYp9tT9hdX2C9t5HqCu/CrVaz5K7D1GMUJDdgts7xbKnl43QMjExgs1USmXRdzDqbXQPv0pD5TXE4n7FpO0WbOZiAuF5RfPS45/EasnmWMV9dA4+RXnRcYV+it1SxLJ7hLwsub+y5B5mI+ympnS7eSXGRbkpt1kCUKlUNGxy4EemPmJ+cYzllf+H4/vuTfY7tmA02DGbMvH6F7Bb81ly9yoa8strw4zMvE/Djh2PIKgQBIHi3OPkZuxjePpNxl0f0VbzEwRBTYI4IzPvodNYKS9Mb5yRYatl2TNAflYb8XiUsbkPcPtmaK68GYspkwnXJzisReRkVlNZdCn9E68zPvcp9WXXYLMUYtTbk1PW0ViQc4PPUpJ3jMIcpd+q3VrMwuogxXn7FLdrNIbkVPD5gVfw+pfRaAZYD0yjVRsxGwvIy2zEbi3cpex4E6d7HsZqKkCt0hIK++geeYEsZxXHd/QUEok4CBq0GgOHG39B9+jLBCPupMOUw1zB9OJXFOQos12VSpPk+8fEMJ39zxEIepESo7TUXpvCqtmCw1yBNzCDxZTN1MJneLwzyZ0vgNVYyHpgltyMOjQqDftqb5ftSnsfxxdw0z3yInq9Dbu5hNzM72IxZSIIKoJhN6FIgGMtDzC/eo6vun5DQ/kNOO3FqAQdkiRxbvBpWmtvTlkoVSoVVYWX8+X532K35LPunyUcWWMjskww7CaRkIep4mIUMS6yEfKh11lY948QE8PExBBSIo7srCWxNWmcSEjML00gCALnh54mkZBvlxISiU23MNiyV9UBauJxkWDEnfbYpcO/K1vCnXDaypnb1Wjcid6x14jHwxxtvg+txsDI9AfkZe7DYizgdM8jNFXeqBDR2sLWiW002DnSfC9n+39Pfdm128yHNOelxzvL4NRfyM9upiC3gvysVs4NPYNOa6Io9wjZjhqFQYTFlCXXipHHsFc8gxxuTL/Vri+/gaGpt8i0VZOQRIqyU79vlqMO1/J51rzTBIKzFGanbl+zHBUcb/013aN/YMbVw8xcH0UFdZzpexSjPpuygm9it6TOwIViazispQiCgEZloL33IY4235+8CPKyG5le+DQpJStJcQbG39ocTNFwvPXv6Rt/nVXPGA0VN6BWabCbK5hdPkNeVh3hiJ/R6b9yrEWZIWXZ61hZH0pKFm9h2dPHyno/BblNWIyZjM68h1qtpSj3IDkZTcmSV3XxVXSNvMjR5vtZcg+wr/ZnmyWJl9BrzRxruV+RgQs7mA06rZHmqpvxbrjkaWpNBmvr4xTnt1Bfnt6xDKCi+Nv0jryElIgx5TpNRdEVivJVMLRKUa7skKVSqWiu+hFRMUzP6MuoBQ21Zdei1RrwB5foGnqJlpr0U8BWYzGzS6dTgv0WhqbeQatTU1JQTzQWobXmdgQEfBsu1nwDTC9+RlyKEhMjqFRaLIZ8ivOO0TvyBpFoAASRlppbUqQF4lI86fCkUqlpq7mdkZl36Rt/nabK67FZCwhO7V31HZ05yYpnkIKcFuJSCAQBSRQYnHqTeDyETmvCZMwm01qL015KUe4+hmffYT0wg0qlY1+dshSSn9XMmm+Q3IxtUoZBb0erNVBbcQmRmJfa0mtTGrd9468lp4wLsg6QZW9gcPJ1phYlrKZcuodeJj+7Gaspl0QiQSjswbvhwrcxTSiyTjwewe1xodHocC13YjbkkeNoxWrOVVK8x16lcv/lTMydJD/rUMrsyk74NxYJR/5EIiHRVnPH1xqJSwmJ090PUV12K3EpxDBf7vnYnfh3G+zt5lJGZz9MNhq3EAiu0DX8EtWll5Kbsa3moFbpiIkhrOY8jrbcR9fwC2QFalOytJ0Zv05r4kjzvfLwivitXW4zEI2F6B55EYPexsGGu9BqjCyu9lOY20phbiuiGGVk+gPGZz/GZsmnNO8byS2pTmMkHo/TNfwiBxvvSsuZFSWRSMSHa3GIaVcPBxtvw+ObxaCzbQ6ebLMwGipu4EzvY+j1Fg4mjUNW8QbmWA9MycYh8TCiKKJSqbGYMnBaqygv/EbK+27B43PhsBYlP1uGvZrGSj2nuuWAr9HoMBkcRHZY4k24PqIk/4QiI2qqvJ6l1UHaex6mrfY2HNYCRqZXZGP1gac2jdWV29GyguP0TfwxGexDYS/9E69h0Ds41vIrwhEv04ufcaT5XiRJZGTmIyZdX2Az51GS9y2s5myspmzc69NEYxuseEYYm/0rDWm8YYG0zS67uZCjzfdzsv2/4vUtk5O1TtfI8yhW/ASKzHR2YZiEpElpeIOslb5baE+nMXCw/ucEgm56Rl9mcXmCQMDDibZf7rlrtVnyCU6vpdwuSRLnB58hO6OaurLv09H/KAfq76Bz4ClOtP2KXEMDuZnKczgc8eMLzOPdmGIjuM6GcY1LDv0vac/HREJUMIYEQaC29PvMLp3i3ODTMj12l6zCVvltPTBDad5hjrU8QCC4xtr6JJmOcsR4WFHuXPfPM7d4lrG5D+RgujBMXcUVmwOOStitRUwvfa64rX/iNWrLv0O2ox7XchcdfY9zoP7OJG13Ya0bqylXUZ7VaY201tzGimeI9u7niEaDoJZY9QzL1G61GauxiPzsQ9gsuYzPfY6mxIbJaE2WS3djYe0CAhpyM+uxmvLoH/9TCp9+CzExQtfwKxxreQCPf5z+iddprtqbsDiz+CWF2QcozT/G6e6H9nzcbvy7CvbSDlswiymbaMynuH9k6gO8GzMcbPy7FJMFndZMOOJDpzWh3dTMHpv7KxeGn9/cqssn905vSpBreIcb797Ue5Hpd/IJ/Db+4AL15T/AtmlpuDWck3yuRkdDpZzZ+QKLDE2/jSTFyM1owGYu4vPz/53mmmuIRAPMzJ8lEJ4nEvVuKmjKZh42c7580QsJ1n0uYtIA0dgGMTGISlChVmvkBrNKTSgcYGV1BpXwFDExgk5rxWYqpaLgcsXJ3dH/GIca7mHC9REdfU+wv+HnaeuIcnBU8tLtlhLaam/ZpLDdg05nJr6pAR4MrbHqmeBoy3dTXis3qx6nrXSzrHMCjUZH18jz1FVclZJBbh27aNRPIiExtfAZi6sDtFTdmjRmNxmdhDeZE7LJ9lWbx3mJ4em3kKQYDms5Z/ufJQGsemW5g3RyEaIYRiWk3h6NbXBh+EW0WgPlxUfQaow0lF+/5zDLwup5dBoHHt8U0ahSEgJI1v3TwaCzQIJNr9tcOgZ+T3H2EYrzD6Y8Vq3SoN41oBWNBukYeIKG8u+RYa8mkZAQxThGg52Wmpvo6Hsi2cNQvK/eikolz21UlhxCozZztv9J2mp/kjK/kSCuGJzbQnHucQx6J6e6f4dRb0eSRCSgf+zPhCNuygq/SX35NcnjtuQ+T1neN8lwlHG652FK844myRAOawEO6w83v9MG8fjL+INzSWbLTqhUKuI7fH0DwRWisQ2yHfUAFOa0YTJkc6b3UfbX/wydxsz47KdJ3Z9QeJ013yhr3lFiYhBRlPVnsjJLvrahurTWw7GWB2jvfYSq4lQTkY3QKpOzX3F8U+bYZHRiNuaxsHqe/CylHHQikaBr5EWaKm9Ao9GR7axncv7LtOcPyDM7ruXupAx7S/WtjE79DeUSBEHQAz8i1bzkP13Uu/yNEIqs09H/JC1VP8agtyWziHA0wIXBZynK20d1afosWau2EYp4sW2WKgRBoLr4KnnCsvtBDjfI9MjdwR7kYHKg/g56Rl9lcXmSU+HfUl1yGQ0VP1A8biO0hkGbGrgAbJY8Dm5OHc4snGVw4n2i0SCzCx2YjBnYzEXkZzdhNmUptp3R6AYe3zRmYx5mo4PCnNRAuoXBqTeJRIJoNToO1N+Q9jGSJKHbVNerLLqSbMcc7d2/o7b0+2SnWDPG0zZlLaZcDjTcwZnNrCkmRkgkEvL2uDbVR3ULW+bK5wefZ2KmB6c9F626n/nlXtiUbEjKNyDhXl/i085/orzgmEJ+dwsxMZRym82Sm5RsHpx4n8CGB7s1h4LMg2kDPUAw7E25sLz+GXpGX6Ol5hZGp9+jsepaXMudDE6+kbIAgtwEnpj7khNtv2YjtErHwJMcb1EysSQpfbBf9YwxNPU2LbU3Mz13ioKcAzisBcwut2/W0vOpq7hWsSDvHNDy+Fz0jf+R/XU/SdJGI9GNZOJhtxRRXnScrpGXadtl8hEMuzk3+BwtVTfj9g9hMRaj1Rg50/cYrbU3K8TYEglRUfraiWxHPXqtjc/PPsK6/79jMTuoLLw02RNRHNvAHFXF8nncWHkdXcMvcLAxlRE24fqSsvyj5GY2seTu5cuu31BXdm2S7gpKxk7P6Kvs31XqcdoKOdh4N2f7n0RANhm6MPycnCyhI9NeT2P5jWg0OqbmPyPLUYd/YwGPfxKnNXUHOD77KSX5hxAEFXZzCaueIbIz6pP3S5JI1/BLHGq4S/G8hopr+KrrN2Ta6xWL6ITrIzKsFdsuVkB9+Q/oGnkpRSpFfvxJhc+COY3u11642Mz+DWR1ynPskEv4/xpmQyb1ZdcyMPk6UjxOAlkedWGti9aaW1KU/BTPNWYTi/tSbs92NGCqzaGj/0mqiq5EvZnhSZLEsnuEJU8fwfAKWo0WtaAjHAnQmPu95GDDToSja1hN6TVvthAIrjG7dJqKoiP4g0tshNZorLgh7SoO0DfxGpVFl2O3FPJV14PkZrQmLQl3IhrbYN03y7GWXzI+9xGDk29RX55KpHItd+PcoVdvsxRxrOUB+ib+zJK7m6YqucE3u3iBnIy6lOdvwWTI4FDj3XQOPIWAhvG5j7GZi5IsIUkS8W+sEAjP4/XPEBVl6dtYLIJGbUKvMyBJItmOOlnTZtM8WRCEzf6GCpuphNHpT/AGZpCkY2nqmBrCUX9aq7xl9wge3xg15cfJy2xj0X2Ooem3KMv/VorMbiiyjl6zffynF75gaW2QE22/QqXSEIuHMOisVBVfxujMSYam3qSuTLnQD069QV25nJGajVnUl11N1/Dz7K/f9i9IJxMxMPEm0Zifo5tSyjZzMaHoMpnqMsryv0Vp3jdZ847SNfQsUiJBfdkPsJpz0GpMRKPyRPn86oVkb2r7O3kVsh25Ga34g8uMzZ6kqlgOFl7/DD1jr3GkUd6hrXr7Uat0OKyFHGt+gM6BJykpOExBlry7kBLingvm9Pxp5lfPb+4w/TRX35DiiwByySImbrtB2S1F6PXWtBLX64FxqjcNg3Izmsm01TA0/RZT85/RVvfTTV9hKxuhNVY8wxRkNykorVJCYnV9hIXV82jUWtbcLo623p1W+96/scji2iBHm+9DlEQ6+59QNIO3sOTuS1JEa8qvpmv4OUWw7594ncqiK9Jezw3lNzA4+TqtNfIE8Zp3FI/flcLas5pyMRkdCuE5kK/xVc8ENSV7942+Dhcb7IsSicTFCyf/D4TVnEtDxY/oHfkTswt9zM33U15ymGDY+7XB3m7JZ80/nPY+szGL1trb+PjMP6IStERiPtRqAw5LEcU5h3FYC1CpNEzMfsnh1jrml7uwmPJTXKc2wksUpmmgbmFk5iPWfZMcqL+TdZ8Lk8lOjrOJjv4naKq6KYVfLUkiYjySnICtKbma4Zl3aaxIdeYZm/2Ams1mYGXRFYzOvM/I9PvUlCp/tiVPN/W7RJXUah2t1bew5O7hq64H2Vf7U1wr7Qr9k90QJZFw1EdB1mHOD77C8toklaUHuTD8LGI8QlwUMegzsJlKKCu4NKU5pVY/R1XRVXQNv8i+utvSmjKHI+sU5e0jL6uar7ofpHnXMbKbSln3TZOXpQzeU/NfsbY+wpHme1lYvUAo4qO+/DpEMcLU4uec6vmU/MzWZL8mHPai0ZoQ41F6Rl/BYsxR6A1pNbrkbrG65HJGZz5gaPqt5HSnxz+FKEYV50OmowbvxhxjMx9SVXKlXNrYwZKKRoN0Dj5FWeHRZDAFyM6oZnrxs+TfMoWxhixHDYHgKlMLn+DfWEartnOm9ykynEUcbrxbQQAAiES96NTKoa3KwivoGnmJxdUBVOo447NfcKL1V8n+ipQQUW9SLzUaHUdbHqBv7M94vNPUV1xPIiGiUW/rB/k3lhmefhspEScvq5FDjb+gf/wNCrMPMDX/Gf4NV0pPbMUzQJZNmUTUlV1LR9/jnHAq+xwajV6xk9Bo9DRV3si6f4YzPY9QnHcYq6kUt2+ShdULHGt5gHg8xrJngMW1biLRADZTCfWl16HTmWjvfTTtRHZcEuke+UOScy9LThew7Okjx7l9bo3NfEJJ/uHksdaoNEhxkVB4HaPBweLaBYQdk+i74bQXM7WYYM07ikmfw8DEOwql3p2oKfk+nQNPKWw/R2beS7l2/yW42GB/ShCE5kQi0fuvfqe/ATbCa3T0P4ZR76S88ASitIEkxSnNP47bN8Ts8pdExSBqQU+2o4nivH3JE9lqzmNupT35WpIkMbNwliVPNyqVgMmQSUXhN3Etn6ck/3iy7rcTy54eDjbcRV5GK+29j6b0BsJRHyZD6oITiW5wbugZCnNaOdR4tyy1Gp9CJWgwGTI40nQv54aepTj3qIJmNzDxFhWF24JK2RnVTM5/gj+4pJDADUf9+AILNFRsB5vqkqsYmnpTkcmBPJVo3mNRzM1owWYuo737cbz+ZS4IzyPGI6jVWtRqNSpBg0qlQkCNSqXFoLeh01gx6q2Ewn7ysw6R7Uzdtqccx7UR7JZCrOYcjrXcT0ffE1SnyE7IVEIpESHLUceRphJ6x/6IyeCkvlzOqovzDjK18Jki2PeNv45GrWH/pi2fVmNnbX1s8/X0VBVdSUXBZbhWznK65yEc5lIQ9GhENe09D8tlgl3fYXc2W13yHUam32d4+h2qi6+if/xNju8aCAJZJ6Vr5EWW3MNYjNlJ84v55V4m5j9l3y7NdJDru5FYIOW1QGZxNVXehNs7wSdnHkSt1qLRqugZeZX8rANkOSuTu5+IuJ4sWW5h3TeLRjDT3vU0uTmVKUNMkhRP6QU0Vd2waUX4KE5bMU5LJkOT7+HxT2CzFFBXdm2SdAAQiwcwGzM4UH8nY7N/pXvkZYU/7JK7n+bqWxTvodUYKC88zvDke9Rusp38G8uYDalqkAAOawnHWn/JpOski2v9eNYXKSs6xPmhZ4nFQmQPps8uAAAgAElEQVTaammuvi2lD+W0VLK2PkJelnJXPjT5BlXFVyoa4vVl19Le+xDZjoZkcF/29Kccs+riq5la/IyS3BNMzH2Z9C/YC63Vt/JV129Qq7QcqL9zT9aNTmsiL6uBmYUzlOQfIRhyEwiuKjL9fykuNth/A7hTEIRJ/kbmJf8aGHR2DjfKq28guILNko/DUsTa+ghVO0yAgyE3a75ResdeJSpuEJckHOZyfIFluoZfJhz1oNdZyHLU0lZzW1LHY2z6c1pqf8jE3BdAQhF8JElCqzUmSyj7637G2b4nk1t9gIQkpvx40wvtuFbO0Vp9s2IMPy5FkxeWVmvkcNM99I29ykZomZpSmXkQCC2SaVfWh9tqbufCyAsKI4ax2b9St8PweQu1pdfSP/Eak67PKS/8llyv16bK7wJshNy4Vs6w7p/dNGC3kONsorTg6J4NyUQiQffIS9SUX4k3MMXo9HtoNdenHfffifnVzuSgmEZj4Hjbrzg/9CyB4BLlBds+Nhq1ITkprdOaOFB/B/MrncndhxwY5SatJEmcH3qavKwGinKOJV/DqLcTFZXlO5VKTXHuUYpyjrDsGeBM1/NotXouP/Yf09tSpmne1pRexfDUe3x4+j9TmNu22RBXK46VIAi0VN9Ce88jlOZ9E53WTvfIK2jUWo633M9ew047NYV2YtU7ysTcp2jUBsqK9xGO+GipvoVYLITbP4Jr9LTcx0io8G94sVvymVn8CrVGg0ZtwGrKIS+7kUB4ATEeUmj5g8yj3zlUtYXCnDZs5iI+PPWfsVi6aa35ITVl302hNILcu5DLcgLVJVex5O7ZNF3/BWq1lkjUl5YMkJ91gNnFx5ONycn5LyjKSfW2TX5WScSgcyBJEpFYmPmVfg413kGmo3TP55QXnmBo+k1FsF/1DhETIynZuEqlIjejmbnlDopzjzI28zGlO7L6LTjtxQxNvcGa50Uqi65kYvYUG+FVxLhPXrQTcVkWWy1P6asEFStuFzqNgYHJ14jFwhh1GWQ66sjPaVYcm7KCSzjd/RBFuYcYnnmH5sof7/ndLgYXG+z/dUWivzF20iJHZz6gvPAS7JYCTvc8TEXRth2ZyZiByXiE4ly5pBKJbvD5uQcJbKxRXVrCkaZb0gawSCyAVcjhSNM9nOmTFSC2Av7MwhlyM7aHRUxGJ801P6Kj/0mONsuinfEd0sKiGOX80DNk2Ms41nx/ykkSj0fRaLdr7ypBRUv1LUy4TtI18tIm9/lgyufU6cxYTfksrvWQl9lCKOIjEFzFYUsjGCYINFb8iN6xPzCz0I5e50za3IG8KM6tdLDun0GFhvKCy6gpuZr23oc5UH8X5wefxWLOVTTEdmJ87gPMpjwKs1vxBSY51HQ3Z3ofp7n6prT88C2Eo15su+7fX3cHw9Pv0TP6Ck2VN22OruuTTJ8tFGQfxGmtomf0D2Q5aoiJYUQxzJm+x6grv5pMu9LXwKC3E91BDd0Nj28Cnd6ITmskHPaisyiDfSjsQ6tJ308JRTxEogHiUoju0ZeR4hHZaUitRSVoUKv1WEw5FGQf4MLQH1EhcKj1FkVpIB3EHd85kUiw5O5hav4UJkMO++t/jlpQ0d77CPvqfsrAxJ852PB3OGzbMyPhiJ9Pz/43NkIrfGPfA4pSiCSJjM1KtNbcTEfvYwpd+7gUR5Mm2IfDPrpHXqQwr1HOMENL5JD+OwiCoFjEcjNaMOqzON3zEGWFl2DUpW8oCoJAY+X1XBh+gSPN9xIML+GwKQO3lJBYcQ/gWjlHNBogO6OF/Ox6bJZ8jPpMVta7GZl5mxxHA+VpZKZ1OpOCJhyJbjA08dc9s/HK4kv4qutBCrIPsuwZUGT1G6E1VtYH8fgmWPetEIpsUJCzgF7vwGpuwKC3yySSXf21ntFXOdZ2K1Pz7RysvwspIeEPLLK+MUn/+KuIYphoLIRB5yDTXkdl0bc52/80arXwL2rGpsPFql5OC4LQCmwV4L5IJBLd/6Z3/jciKvqTGWRN6RX0j79Oc3UqN3XNO83gxF842HQLgxPvgirKyPT7CqnRLUiJ7YnNI0330NH3BIlEghxnI4vubg7saqQ4LCWUFhyhe+QVWmtuSY7kL6z0Mu76hJbqG/c0KYnHYwikBpGKwsuZWz5DZ++fqCw+ilZlJ8tZpThxGyp+wJddvyHbUc/Y7Hs07OF2A/JF1Fx1M13DL+D1r1BXdhWjM++z7p9BQEN5wSXU7OAKS5KU9Go90HAnZ3oeRV9zS4oZxsLaOYKhdVpqbiYa2yCeiMmTlU1309Enux1ZTOlNOHRaY9rFtrb0auZXejZZPnegVesR46l8AKPBweGme5he+JzFpQm+DP6WA40/S+vupNUYFCJmW4iJYS4MPU9eZjNOWy7NVTdzbvAZjrX9SpFdrXrG0/YTOgefoSCrEbs1H6MuPzkNvBNRMYx7fQrX0gVCYR86nZH5lQvMLXXITcqEgEGfic1URG5mbVIyQIrHEeNRFlbPMbd0gQxbBYcb702eA6vrY1hNBZgMDgw6Gyvrg4qyo05rJje7jCxHFUPT7yh6PGvecWzmUmzmAiqKTiTPXZAXAtWu4LSw2sfE3Cfsr78Db2AGf2ANUG1a992eQs9UpzFdt5kL2F//Mz489Z9xOgroHn4Fh6WC/OwmhdGLxZSD3ZrPwuoAOq0JlaAikUjg9k4wt3KGYHgdp6Wclqpb0Wh0JBIS7b2PcKTpPtp7H+F4698jSXEWVs9v2hOaU/wOpLhENBZEqzHSM/oKLdW3fO0AU2n+N/i88zcU5DQxs3QKt3eCaCyIWqUnL2M/rdU/IRp9kpyMajbCbgVTZjdmFtrR6YzkZx1gfqULkJM8u7UAu7WA0jx56j6RkPBvLLMemKR//EO8vhVysks42/84khQnLsVRq3Vo1QY0XyMbsxsXS738B+AXbOvXvyAIwuOJROK3F/1Of0P4N5YVF3aWo5bxuc9S5BMGJt8kEvVypPk+YrEgeq2ZpsobGZ/7SHGSb0GMRxSMhsNNv6Cj/wkSCQmNRqe4bwv5mfsIBJcYnfpAHrMeehaj3sbxzQnSvRCXYmlpnosrfUzPd5CVUUxeViv+0CwLY2cR4xFisTA6rQWbqZTinKN0j/6BqLiBzZJHOOLDF1jEt7FEOOImFg8QjQWSDAqVSoXPt0Lf2Bu01d285zDIzGIn2U45cGnUOg423kVH3+McavpF8qJZ908yPX82uaNRq3RIm0wTndbEoca76eh/gv21P0vJRjw+F2aTcuHYiYLsFixGWX++rfZWBV0xKoaZme/A4x8lgYhWY8RsykBKJJhfPUdFwWUpv5EgCCkG1oHgMheGXqKp8kc47cXMr57HZHTSUnMTnf2/V4hjeQOzikEkSZI4O/AkZQVHyc1owe2dZna5I22w12kMSASISusU5ddh1Fspyj1Ell1+bCwWwh9cIRhZYnrxMyKxAJIUw+1d4mT7f6Gm7JKUGjHA/MpZajabww0VN8gSuS3VyfNtZvEsWY5ainOPMDT9VrKMB7Ds7qWiUC4T5mW24duYZ8L1BRWF35TLODsmifsn/oIkxTi2WXIKhtaIxiZoKruOLHsNZ3ofo7nmBhyW7TqyalfNP5FIMLt0mtmlTjKdxbTV3kZcihIIuRiZfVfmt8cjiPEYJn0mVmMxvSOvkekop3/8NfzBJcyGXOpKf5hi47m41ovTVoVKpSYvqx7XUheFuW0U5hyiMOeQ7Hcw+RfCUT8VBZeTk1lDpr2O1fVhYvENHNYSpRQKchKwsNKPxzdGMLKKRqNj3beITqunJP8ErdU/SVkcEoiUF17KyPQ7jM99lpSP2AmPz8XiWm9ysEqjMSWd03ZDEFSoVGrmls5Rkt/GimGCuBTlQL0sVZJIyDr+UTFELBaka+CtlNdIh4st49wFHEkkEhvyhxH+C3Aa+P8l2I/OfkBlkXIFrS/7Pl2jr3Cw/k7C0QDnB5+htOAIhdlyM8/rd6HXyOyEyqIrmF/tpKP/CQ7W35X88eLxcIrA2sH6u/jrV/8nKpWW7tGX2BLHUQkaNGqtrFWh0tI/eRIxFuPbh+8j07Gbr54KSYohoAz2vaOvIqhUHGu5n6n5z5EScSoKt2vYiUSCYNiNNzDL0lofEzNnsZicdI++jFZtwGhwYjLasVsKMOhtGPRWNGo9giAQjQURxWfJdJTjWjmTln4GsLh2PinhCqDXmTnQcAcdfY9zvO3XRCLr9I69oWARqFSapHbH1nMONd7F2b4nOdDwcwUTZ3apPSmtsBdsllyONd/HqZ5H8PvXaO99CK3GiE5rIdNeTWHuTUk53wnXSeymcuJSjM6B3+OwFlJReKUiMOwMQCvrA4xMneRIy33J+vxWA9ZuKaIwt5XByTeTTeBIzI3FlLX5m0mc6XuE6tIryLLLAmYOayHD0ysp30GS4gxMvg6oONZ8P+cGf09rzU841fNb9tfmYjI60WqNspcBJYBs6bcRXCEUeglBpSE3I7VUIk9Gu5MLr0qloqzgW4zPfZRcwJfc3bRt0vtqS67hwvDzGFcyyMtuIhRZVwzYVRdfzbnBp7GbC0mwJegW5ezAk5QUHKIw61DysTqtJSnzYbfmc6Lt7+kcfJpsZxVl+Zck7Si3sO6fZmDiLXIyGjnR+mv6xt4mHFknO6Mah7VQIXMdl0T8gSU8/jH8AQ+RSIhvH/qfsFn2Tgxml85wsF4OnqV53+RM/+MU5m4THByWItpqf0I0tsH0wheMuz7Ebi5lYbULtVre1faO/pmN8BIqlQqtxoBGbcRhLaE0/wRWSx7+jXkSkpqY6N9TnmIrYFeXfI+ukRdZXO1TkAZEMUzf2B852rJtrZhpr2Ru6TxlhUqPZFES6Rl5GUGQ+4Ie3yxajfyZzg09zaGGuzaVc41yFSLNHMxeuNhgLwDxHX/H2VMS7H88RDGQUhO2WQpRC2rGZj5l2dNPW+1tisnMSMyDybi9ihdkHcSgtXO653ccab4fjVqLKEUUwV5mTXxMdekl+IMLSYedRCJBPB7d5AyHCEd8GPQmoqoIo7MfMrXwJZmOKvIyWtNK2YJMc9vKxMIRH+cGn6Gq5NIkfz/DVsvU/BfkZm6rIgqCIGtux9YJBFcoyK0hw15CAhX1ZXvLogLMLp2iNP9b5Gc1KppmuzMLjUabsjU3GTJoq72Fr84/SCKR4Hjr/SmyzbuzHYPOysHGu+js/z2HGu9KHoeN0NLXMgrCET8Lq52s+SYgIXPTa8uuxWlN/5xoLIhB78BsyiAns5Y17zQXhp7FbM6mqvA7GA121Co1iUSC8bkP8W8scaJNWaPd2QsqzjlKz+gfWFzpIy+7iai4gUFvQ5REzvQ8TOOmAuQWVCpNimRzOOLj/NDzlBV8k4JsmcOgVutQqVQcrP855wafTWbLOxGPR7kw/BKHG3+BlBA5O/AUJ1p/rTi2bu8EZqOSZVOY00Z7zyMUZnswGZ2bBtiW5G/TVnMbZ/oeR7Mp0bETgiDQVvsT2nsewaC34fHO0Df+Z9pqb8FqVr6PXmdWeDGoVBoON/6C0dmTnBt8htaaWxEENeGIn8GpN0hIcdknePN72swFhGNrQGoypFZpEAQVc0sXyM0qo7r0MrpHXlTsKHfCF1hALeiTx0at1pFlL2d5bYScTGXfRqc1U11yFVXFEu09T7LmcWE2OYjEVsnPasNuLUyprW9hwvUJbbW34vGPJjWAUj+7NnksW6tv5Uzf4xj0zmSZ+Uzfk7TV3arYdTqtlQxNva0I9uOzn7Lk7qO+/Fqcm/2KhbULVBdfidWcS6a9nLHZj1MkuC8WFxvsnwbOCILw+ubf1wG//1e9478B4Zgfb2AB645AL0lxPL5pVrwDBIIeplzdXH70f04ZwQ9FVsm0K9X4MuzVNNdYON39Ow413iU7KKm1hCM+ukZexGkr4VjLL5HiMc4PPZd8niAIaDR6WS5YMtE/8RqHm+9ibO59uekiScwv99Az+gcEFZiMWeRn7MNpK02u7AlEVIIa1/IFpue/Yn/dTzEatmVe7dZ8wjGlop0csD5gPTDPibZ/oHv0OerKrmVy/mN6Rl+lpXrvbv3q+hhHmmTLu9yMFkz6HE73PkRbzbZX6MJKPxm21Ix/ZvE88yvt+AKrmI02fMFFsnTKx+1uQAMY9TYONPxcbmI33YtOZ0anM6SwOELhdVyrZ/H4pkkkJIqyj3Gw/lL6xt6ktuxq+kZfS9khbCEaCyoy1Ux7KZktD+ANLNA9+jJGg42NoJ/zQ8/isJamiGnBtvjdFpoqf8TpnkewW4vRaLTE41FO9zxCa+2PsZlTG+FqlT4p2ezxTdA//ib76+5I1uDlJq8csAx6G5VFl9E3/hot1TcrXqdn9BXqyr6frGM3V/2Qc4NPc6hxexrTtXI2OU+xEy3VtzAw9ToNZddj0ivPfZVKQ1vNbZxs/78xGuz0jPyRhCAgJC0/BPRaJ5Oz5xDjUY623J82+Gm1JmKxcMrt1cWX4/HOcrr7Ybz+FYIhL02VN6aUSLLsZcwspxftWlztY3L+c44038u5wafIyWjAai6gs/9JGivkcttOTC58QsOueZPygsvoHHwqJdgDLK0NMjb7IaUFRzAY9JgMmXh8M5TkfXPPmn0w5EEUI+i0RnIzWnAtX0gqqe6EStgOoyqVmoP1d9Le9xiHGu9maPINqksvSeknmQwZxER54Vz1TDA88w4leQc41vJLRT8rKvqxbJY9ywsu5dzgM6x5p1NmfC4GF9ug/SdBED5FpmAKwM8TicSFf/G7/RsRj0c52/sM5UXfYGDidUIRDzExjNmQR0n+MYx6J0U5hxmaehej3kZt6TVJqmEw7KGiMFXV0WbK50DDzzk78BQJKUHf+OuEwmu0VP04OaSlEtQKXZ4tJBISF4aeo7LoChzWQhzWEpbdo+RkVFOU10ZRnrylDATXmJj7mJGZd9HrLGQ7G4jFQgxOvkuWs4ijrQ+kBEBBUCWbxSAzB7pGXiTH2ZCUXYhv1snLCy7DtXKGc4PPpDSRATy+KQw6ZaC0mvM40nQP5wafS8rozi6forlKDkDBkIfBqbeISyFyMuo5UC9LPh+ov5Ph6beZXfyK1prbkxfKXvRMk8HBwQb55G+pujkZiALBVeZXz+INzJFICJTlfYuqoisVzw2EXNSXX4XdchedA09zpPm+lCCUQErbG7Fb8jnafB9L7iG+mnqCDGc+Lbv43cljvaucplJp2F/3MzoHn0anMXKq52H21d2etgEsv1chK54xghEXq+uTHN+VjS+tDWI3b7Nl8rIacfvGca10JBVKpxc+w2zMI2uHgbjDWk5ORk1yOG53CUdxnI1OdBor5wdfpK78aiLRAGveEVbXh4nGNhDFGDZrNjnOJnKzaiCxJd8my1R4fJMsrgwhxiJcGHqOpsobUzTmVYIqbWCUJAnXaqcsBZ0Aqzkr7Y7WZMpQsGG2MD77Cb6giyNN9yR1ngRBJc+gNN/HucFnKc49TGGOXEaJxkIEw+spXhNarXHTf3kO5yY7aSPopnf8DzhsRRxpvg+NWsfq+gi1pdew5h3hVPeDtNX+FIspdfZkYv6kgtLcVHkjZ/uf5MSmtg7IUi27m6RarZGD9XfwWcc/YTI5ERIG3N6ZHWVfWftKq9HT0fcEZlMmhxt/kbYnqN+UNoHNnUPNbbT3PMKxFtlLNxROVQXYC/+cLaEtkUj4BEHIAKY2/23dl5FIJC5eTPlvgEQigTewgts7QUPFtSnNvwnXR7RW30550VE83lk6B35PfnYTpfnfRkrEUoJCILjC/HLvplepCve6i2xnTYo6nSAIKcMmiUSC3rFXyctsISdDziTyMw8wOPkXcnZpzFhMmbTU3ATIjIcpVztTrrMY9DasZjuTro+xm8tx2IoVQlMmvZNAcI2Y6JUbq7W3K1gx8fh287Iw+wgajZn23kc53HiP4qKcXvyKhrJUxo5Oa+ZI870MTLyGLzgDJHAtdbKyPojFlE1V8ZWKcpkgCOi0JpqrfozbN86p7t9SVfId8jLr02b2ye9hyKCt5hY+6/wdDms+HcHHUQnaJNVzL8g0RvlfY8X1XBh6loONdysXxh29gt1wrXQws9BJcUEjxblHOdv/BIU5hyjN3946i2IYlSq1SWY02HFayxkcP0lJQQtzy2dQqzSoVJu0SpUGYdPhLBQM0D/6NHUVl3EojeuXd2OakrxjitsaKn5Ae8/DWI2FSIkoy+7RtKqIpfnfpGv4RZbdI2jUGszG1Bq2KIm4FruIiSFW3NMIqnfRagxk2mppKL8+SVpYWO3BF1jDaVNmyf7gEgtr3RxsvJ2wuEy2o5nR2XcJRfzUl1+nkL7ezbYZn/ucpTXZ3Ssvo5XFlW4Ksw/QOfAkRbn7Kc49rkgEdusD9Y6+ikFvo63m9uTjdl5rMsPrF/SN/ZGN0BI1pVcxs/gFFfmXkg6VhVfSNfIiBxvvlmvfyGJhyl3hVt28hoON+XQPv0RuZhNlBdseFDExjH9jSbE70WnNVJVcRu/Ya0lVSvf6ZDLz3omV9QH5mkgILLkHSCRimz7LUeKSiCTFWFmbwWLJoDjveNpAv+aZwGpRsvm0Gj1ttbdwduBJmipvpGv4xbTHIR3+ucz+JeAaZE2cnUruwubf6bt8FwlBEP4D8I9AdiKR+Dr7w01IXPOt/0Tn4FMp/p0ge9RuBTmnvZjjrb9iev40p7t/RzAUoHPwGWKxDXQ6I2qVFoPeid1cQkFOC5BgYOIN/MF5JlwfU15wqeIkVauVJ/nIzLuYDLkU5W6PupuNGUiJ9AMxW1CpNHiD0xzffwfjs5/TXHULbt8si6s9jM1+gFqj3my2ZiDGVLR3P47DnseJtn9QBHAxHk2R1s91NqFVG+U+RMsDaFQaxHiUcHh9T+2dUGgdAT3j02eJRAMUtLRxpOnetNnyzoswwyZPYA5Nv83c4umkzO+WZG4g7MIfXCQuRRHFCJIkEY2FZSaVpZGW6hu/lq0kimF0O/jtTnsJheED9I+/RnPVTcnbE6QG+3g8Su/4n9BrLbLuz8jraNQGWTfIdZL23kfZX/szdDoTXv8Cph3lM0mSGJn+K27/OEZdJnqdmYrCSzCbshDFKPF4BFGKIIoR4vEYcTHKqncGo962Jw0uFFnDak7dFRxsuJsvLzxITAxTV3YNa+tTmAxO9Dqr4rdurr45WVNvKL+OxdVhltzdsmaT1iAbqFvLqSm5ipi4gShGqCq5lAxbleL9dBob0djYrs/mo2voxc1M0cD5oQ7KCy6lteZ2QuF1xlwfEphcobbkGjLsJcmS1/xyL5MLn1CSd5BjLQ8gCCpmFk/hsJXjtJdwvPVXjM9+yumeh2is/GFyvmMr2Mvy1k9SmLdP0QQGFE1e+W8VLdU3M+H6mAvDLxCOeKkq/g6iGCYQWiMYchMMeQhHvcSlEIsrE3xx7p/YV3czDmtquWOnX61BZ+Vw0z2Mz31A58DT7K+TteSnFz6nbIdD3BZyM5pxLV9IegWv+2fJ3DGHIkkiveN/RKe18Z0T/ztfdT1IffnVaTWFzg09TWv17UzOf8yp7o+pLLqS3MxtVtfcytkkHXMnDHonKvR8eOr/4qpv/R9Mzn791O4W/jmnqms2/08jAP5vgyAIxcCVwMzFPsdsyEKvt1Be+G1GZt6lbodORCjsBVKpjPnZLaysD7HuXaI8/9tk2MvSlhx6Rl+hseIGzKYMxmY/oXPgKVprbks2K3fW5aYXPkeS4tSWpmYXZmM2GyEP5jQ2awAj0+9jt+SRl9mGKMaZWviMyqIryN7FjvEFlunsfxYpEacw+0DK9jkUXkevTd0qZ9gqaam+kVNdD3K06T4W3OfJ32Fm4t9YZnr+K/yhBXRaAyZDBjkZDdgthSws9zM1fxqLOVfhhrWF3bVttVpLY8X1jM1+TP/I+5yRHkGl0mM25JKdUU9Z/iXJzz233IHdXEIs7qcw5xDtvY+S5aijpvSKtMdpar6DLIey9lqYe4BAaInJ+U+Sk7aJXZm9P7hI1/Ar1O1Q8TQYsojEvAiCiqqiK8nLaKVz8GkKstuQ4gIGvZNoNEjfxGuIYoiS/GPUll3F6My7HG35OaOz7ys0SnZj3t3JN/b9B0Zm3mFw6k3qd4mkyb6xyt1DIpHAtdohT8smVCSEIOuBVZbXN4jGQpvqnxLbjkYw7epDJQg4bMWU5B3DbilQ/CbSpuPR8dZfc37wGbzOOYWlpUFvS8p0g0z9PDfwFAca/i6Z/UeiISQpjkqlxmhw0Fx5E5FogAnXRwxPv8VGyMvp7t+R6aziaNP9iiDmDbio3XFNVhZfQmn+8aT9Y33ZDxDFKFExzJnex2isvIYMW6q8xl5JQFHucUYm/ysboXW6R19CrdKi11nRaS2YTDZs1nx0GhPrARdGvYXZpTOYDFnotLsTHeX1LwgCVcXfxeOf5FT3b2iqupkVzwhVxaka+iCXczr6n+Abbf9ARHRjMsiLVSjs5fzQc1QWXZ6cyC0vuIQJ18kUqvOWHIRGraO6+CrK8i9lYv4kE66TVBZ+h5zMakKRNexWObMPBFdZXDuPNzBHTIxi1OeSnVFO998ws986GCcTicTl/9xt/0L8N+B/RVbUvChslQoKsluZXz2Pxz+F01oGwJpvmBy7kqq25O5lbOYTmqpuor5Mz/DMm2Q6UtetSHSDjZA7WRaqKr4Ur7+Ojr7HaKq6Doe1LJltLKydx+N3pUjFbiE/cz/jcyeT9nA7Mbd8gXB0nZZSuXZclHuAU92/oyjnWAqH2GCwYTbbOdRwF73jrxIILVBdsi1vHAx70GnSO99YzQUcqP8Z7X2PIiRU2G3FnO7pQKczYTZkkpfVQoP9WsVF1T/xZ5prrkOnNXFh+AWMeju1ZdcqmCo7FzyQWScDk6+jErSUFrfRVHFDWsONmBhmeqGdE62/pqPvMTLtlRxr+SXzq7L0QVn+txSUOYLQhqUAACAASURBVAC3f4Si3JtTXqu27HtcGH6eZU8vOc5mdm4455bPMLt4jmPN9yk+h8NaiC84lfzbYpI1eSbnP2Vk+gu0GgPLjn4qii7DYdmurfuCi9SUfh9/aIbZpXMU56anjOo0RtRqLfXl1zE1/xkXhl9k3w6p592B3rexQP/46+Q467nsyH+ko+9xMmzVew6hAXSNvEhzTT3+4LxCUmIn/IFFjPpMmfXT+HeMTn/IheEXaKm6GbVai0FnJRLbAGSqY+fg0zRV3aQocdjNxax5x8h2brPA9DoL9eXX4fXP8+nZB2mpviGtIqoYD6XITWg0Og7U34nH56Jz4Ck860u0dz/M/vqf7vl9d7qGbWF+uZcJ18cU5+/D45vBpM+muuTKNM8Gs8nKwfq78XhnOTf4NDkZdZQXXLq9MO7RX3Jay6kpvYaT7f+I1ZyJa/kCTmspRoNTkSDqtCaqSy6jb+w1whEfJqMTt3ec/ok3OVCvJBIU5LRwuvsLSvI2FNf49PwpBT1Tq9FTW/I9YgVhxl0fMjb7V4JhP33jfyIU8aBS6SnN+0ZyAVpcHUCnMVFX8R1GJ7c1v74OexdaAUEQDJv1+ixBEJyCIGRs/isDvl7L9+tf9weA62KmcAVBuEcQhE5BEDrD0e3mzv7an9I/9kZytHx1fZSiArmkEouFuDD8AivuEU60/Rq7JR+zKQMBHW7vWMp7TC58TFWxcuW1W/M53vr3jM18zNjchwiChpX1QWYXz+0Z6AGctlKC4eWU2z3eWeaWOmiqUjJmGiquZ2Tm7ZTH94y8TH3Z91Gp1LRW34pareXC0PPJ+6OiJ2mashuy9+6biGKMFfcsFkMuR5rv50Ddz6kr+8GmYJYycEeiPgx626Z2/504bbWc7n4Ij38q+ZitBU9KSEy4TnJ+6DlqSr5HW+1t5DjrmZxPb6IwNP0WdSUyg0StNuLfWEYQBAqzD3G05QFC0WVOd/8Oj8+1/SQhjkGfKl0MsK/2p4zPfo43MIeUkBDjUS4Mv4A/uJIsR+yEw1pAMKx0dhIEFQVZB9FpjRgNNvbV/UwR6GUZBvncKi+4lJmFrxSqlVtYdo/isG4/r6zg2+RnNXCm9zEkSZJZOpvaOvF4jMHJvzA0+TYHGv6OymI5aLfU3Mbg5N45z5K7G43KQHXJFVjNOUzOp2e0eIPTZNq2d0PVpVdSmHOE0z2PEAy7Uau1CEIiSSyoKLwsRceoovgSltw9aV+/b/xPXHnsf2N46j1CkdTGYFyKpnmWDLslH6s5n1A4QCIB3o2plF0ZyGqg6h1a/ZIkcWH4RTyBUY63/hKdTktT1XX4g/OselKvZUmS0Kjk5zvtxRxr+Xt0Wienex5icU3+XgJC8reUm9Mz9I+/xpm+R5lfOcvh5jvIclQQCgcYmHqTM32Pcn7oGXrH/sDccgf+jWVynE3E4kHEeIyZxS8Zd33GidZ/SMsYq6+4LuUa94fncdrLUh6r1RhwmCqISzF8/hXMhhwON97Lwfo7yd7RvI+IbuzWgj2JEenwtcEeuBe5Xl+3+f/WvzeAr/XDEgThI0EQ+tL8+yH8v7y9d5Aj15Xu+Uu4giu4MihfKO9Nd7VveiNKpERJpCRKJCWRHIkUZd6btxuxG7M7sRMbuzHvvd19sztD0XuKlGg1IkXRUzRi2+qqLu+99/AeyNw/EoUqFFCt1hvzRTBIohLIROLmveee853v438F/rfLuUBJkp6QJOmQJEmHditMyu5EtzA0JTf1RqN+VAoVG64Rzg08jqPgapr3WHu11X6H4el3UhqA4mKMLddsWhpl+xyHmu5DKWiZmDlH9+CrdNSnF+D2fG+0GlOKdnko7GVg8g06Gn6YxrqxZBcTDHvxBlaSr/kCmyiVKkzGnQexsvi65E4gFosQCG2k0NHkyOlZzg8+waZ7iMbKb2A1l3L14Z+z7h5iaf3S6+peI5DC3EZOtP2MqYVPGZz6Z3niExRseSY50/swKqWRE20/T0ZnuZZanJ50CWmPb5FQyJPUKncUXMXq1g6RS6lQUV36JToa72Vh/TTnB56QHb+UmQXbtnG0+QH6xl7D49ngTN8jlOYfo8GRTkkEWWxtr8ZOMOyhc/BpjrX+GK3WQCDkSvn7unM4KcWrUCipLruWkZk/pH32/Mop7LbUZpuCnAPUlN/A6b6HcHnm0ety2HCNcKbvESzZtRxp/nFKBKzVGNFqzGy40u9fKOxhYu6z5FiuLrmJ9a1hXN7FtGNdntk0rf58aw2Hmu6je+RXbLrGUCrVDEy+QX5OU0p+eOdasgmGnGmvD07+jsqSK9DrrHQ03kv38PPEdxVb5a7OzJP96uYIp3sfoiCnkbLiRk60PUgg6OFM3yMsbnTJpjUJePwryRqKx7fK6d6HKC3ooKnyNrmLN+TCZLDTVvM9Rmb+QCTiTznXpltW49yNUnsHx1t/zpZ7hrP9j+HxbbDhnKB/8jXODT7O3MppHIXXcrT5J7TX3UlxfguRuIvqsis51HAPx1oe5GD9PdQ7vk4sKjEx/wHnBh4lFPawsTHHwsogHfX7K1jKz7gHX2AnCNSoslJ2zSAze871P44rMMWR5h9TW3mCcNRD98gLRGOpsiH+wAa2v5B++edy9v8I/KMgCL/4S6URJEnKmIwVBKEFqAB6E6tSCdAtCMIRSZJWMr1nP+Raq1lcv8DCaiexWJze8ZdBJI36tg2FQkVJ/iFmlz9LboXnV0+ndPLthse/wvzKqcQANFOU387FMVlGNdfcQEXpVRkV/Ow5LUwvfE5N+fWIYozzg09xqPGHGSvuAO01d9Iz9mJSQ31g4tUUWdht5Fkb0WpsnOl/GLVKj90WpWv4BeLxIKbsIuodX03ZGocjLmxmB4fNP2Jg4lWCwQ1qytO3vqGwB4WQzkjZjvJXN0f4vOsfcHs3EEUxY0OQRm1gLyFHkiQGp95MYajkWB3MrPwx7VwatYGWqm/jDazz2YX/V84bCy/KhV9Jdq6Sdv9bEonGomy5limyV7F715cJuy0BgyE3F4aeSXL368pvZmDi1RQN+7WtQZp3UTXtthamF0+lSXLExVCyw3Y3bKYq2mu/y5+6HpF7Bwp9nGj7xb4TQlPV7ZzpexhbW00yIJAkid7xl2lLmGODHEwcqLubswOPc7zlpylNcbF4MGP7vVZj5ETrL+geeY75xRHqq66mzL6/7wIokhrtIAcS4ag7aamn11qoKbuJ3rFfc6Du+wiCQCjsQaVMHd+RWIiekV8lpayVSg0T85+gVGqoKbuemrLrGZv9kDOLD+MoPkFhzgE8vlWysiyMz32EyzvD4aYfpaQ/pF3NiAfq76Jz6GmOt/48eV+X13spzqCWqVAoqHfcTP/4G0wsn8XlfoGrj/w12Rl+u20Rvr1Qq7Q4io/i4ChxMUbX8HPk2srJt1VxcfR5orEgBbYOygoPp/3OrTXfo3/iFQ43/hWhsIcsTSrBZHj6bTz+JZqqbsOoz8MX2ESt0soUUdcsZ/sfpaX6NiyJ5sJoPLBvw+Z+uFye/UOCIDQDjYB21+sv7P+ufT+rH0hylQRBmAEOXQ4bJy5G2XLPykwIKYIohrFkl3Bh4DVESaSj8TuUFR66JA2wvOgEp3sfoij3CBq1nqX1Pk607hTfQhEvC2tn2XRNoVLqqCu/GaM+l57RX+MoOka2wU48HmHNOUT/+K8Jhb2Y9KXUlF2fZLzkWxuYXX6aGq7n3MATtNbcntFndRsajR6dNod11xBIGllca892UBZHWsXtn0WrMTG/NIgkSjRVfTOteQUS9oNqg+z8hCy1O7n4YUZNIKd3BrMhcw0+GHKxutWDRmNEpXQSCG3h9C5mbOrQqAwpsrmL653kWmrT0ipy53E4jTMfiYUYnHydGscVrG2OpUxyexGJhTg/8ARF9io6Gu5leeMCnYNPIqCkuuymdCOYxGQfDLnoHJLbzrd52gadXPj3BdYw6vORJIlQxJu2kDdUfJXesZfpaLwneQ1ZWemsMJD7FAYnf4cgKAiFfQTDm/RPvkK+tYk8S13aZKJQKCjO72Bu5U84CmVtldmVz8kx12DcQzFWq3W01X6HC0NPp/jKZmp4ApnZ1DfxOpIUx5SdRzTm5Wz/IxTnHsnocVuYc5hVZz+OwisRRZGByddSJLUB8m21ePwLTC5+RHXJjXj9K+izdiiaE3Mfs+YaobnqtpR0oyRJKUXl2vIbqS69nvG5D5lZfJhYVCQaC1BVfoJDjekWo9KuRdugy6XWcSO9Yy8lm+X84dWUtBrIDJnBqTfxB9fl7lMhSkXxdfSOvkSd42byrOkdvWqVLk0COnk/4xEuDD1DZfF16LIsjM2+Q0fjvbKuzuZFukeeJRaPUpJ/lBK7vOvTaoyolTo23ZOsb04khes2tiYYnXuHylLZp3cb4agvaT2ZYynnZNvPuTD8HDZTKVUlX0reh70R/6VwuQXavwOuQZ7s30GWPP4C+Isn+38JwlEvi2tdCIIGtVKHWqXHG1hDo9aTpclm0zPG0kYnanUWKmWW3LJsKMdkKEGntSQHTmPl7bKuta0JW3YV8XiUla1eltd7icdjOIquTmvwEQRFMs+nVGoozG2nMLcdURLZdI0zPPsWwZATrdpGVaksyNUz+hKVJSeTq/Gl0FT5Tc70/RKAjsZ72XBO4QnM4PEtERNlETRtlhVbdi0H6u5CEF4kFoviC85nnOxXNgaxmRwpr1UV38jyZhfn+h/ncNOPk9HHlmeSiqLUFuxgyM34/LsEQi4aK27DZMyne+RZWqq+y+jcH5hc+ID2mjtTKJ05llrmls5TWXJCLsouneVke7oTT66pnnXnEEV5O+mPxbUeZpY+p7X2O2TrC3B6Zy95v7qGnqGt9g7mls7h8S/gKLoaR9HV+AIbLKydZmTmTfTaPOrLb06YoscyTvTbqC29md6x33Cs9UHcvqWMTCezsQSlUi3TRw35TM1/RsEee8pIJEDvxMuoFGqaq7/NwtppstRWXN5ZGiu+yfTCF8wun0Kl1GDU55FvbcVqKkMQFDiKTnCq9yGKc48QinpY2RjKaI0HsvRAaWEHQ1Nv0lj5dYIhV0que/ta+idfQ5JiVJfeiCW7jLP9j9BWexexeISFtfOcH3gclVJPfcXXkvnmovwWesZewFF4JX0TL1Nf8eU0CQ2A6tLruDj6ImvOAfzhdXIt1bi9ywxMvU5pQQfHW36aNlln3nErqHPchMvTwoen/ytWS0GCxiqxlzkT38PTz7M04PLOMrX4OZXFVyUal7atRVMn+W121/zqaUyGIo63PsjA5BusOgdo3tONazNVsbhykfKiVFpoJBrkwuDT1Fd8LZlGiUty+kqt0lJmP06Z/TiRqJ+ljS46B59ClETK7VfSWvMdzvY/hkJQUl58jPODT2HQ53C0+YG0xT8a8afslGRpih8xvXiKcwOPEY2GGZh8Ha9/Ne1+7ofLlUv4FtAGXJQk6V5BEOzAU5d9lktAkiTH5R6rz7LRUrNjpL3hmmLd1c+NJ/6GruFnOFifGgl6/WssrfWxsNZFLB5ArdaiFOSHbMu5yMraBHk5Ds4PPkG+tZmD9ffuu82WuwPTu2gVgoI8ax151jokScLlW2Ru5Qum53vIUhuIxLzMLsvVcgEBhATLd7srDiExngV8ATehkJ+ekRcx6OzYbc0p9MVtiGIMtVrPocY7GZj8Z7Y80zRW3JYSMS1tXEiKee1GYU4HWo2NU73/xNEWWQwsHHGjT/QtBMMeJubfxR900liRumuIRIOoVFqaq76F179Kz9hL6HV5NFZ8HYVCQa65nr7xl6ksOZFi27cXjtIr6R9/maK8A4hijIsjL2LQ2zje+rPkd1BfQhVwdOZdSgoOkK23U1V6DePz7yXZI0Z9LvWOW5NdocOzbxIIOnF7NugceoYjTT/KuP3VaS0YDXk4PYusOXsycqxBttC7OPoix1t/iss3RU2ZvEjGxBgD468Rjfmoc9ySlLYORTzUlN5MKLLJykY/tY4bADnD6fWvMb30OWNz76BR67GZKii3X8nI7Nt4fCsczmA4vRvFeUfYcr/Kyno/kiBh0jvkc4a9DEy+lqAUfilpawmyEUskGkCj1uMovAJH4RW4fYtMzL9HILiFPaediuITRKIB1rZGUSpU5Fn29yI+UHc3p3p+STwexWhYQBAEDjXcl8Yu28Z+u+7FtR7mV89S7ThOWcExnJ5pzvY/QlFeO6X2Y8nUTTyW3sdSXXITF4afwWIoR6XUJib53+EPrlNVej15eyi8253nSqWGttrvsbx5kVM9D9HR8MPk2LBmVzI2917KZB+KeLkw+Awt1d9JkUywmspZd06kFFA1agOOwqtwFF5FKOxlaeM8XSOn8PqchCI+ekZfknfl+5AswtFA2uIdE2OEwk5isQgbmwvYTNUcb/0Z49OZiRF7cbmTfVCSJFEQhJggCCZgjX9hQ9W/FG7fMqMz73Cs5X6USg0qVXrTQrYhn7qK1NKBKIpsuqYYCXyOL+DCZinet4loNwQUKYXdjMcIAvFYCKdnDoupEJ02mzL7FWkeqfuha+Q5dBoLeq0dR9HxfY9bd04lB0lz1TdZWu/jbP9jHKj/flINMi6G97UftGZXcKDuLs71PUp73d3E4qHEJP8e/uBmomsyfRBq1Cb8wQ2M+jyyDXaONN/PmnOAM32/pLzwJCX2DhDEXUXZzKkhlUJFOOJl0znF0MxbNFfdinWPJk+OuZr5lQtUlJxIed3pnscfWkv6EWizTATDqcVVkH8Lm7kSm7mSpbU+Tq88jU5rZGDyVVSqLPTaPMxGB9bssqSkRk3pl+keeQG1Oou68sxuW9osEzkWB8vrA6jVWgRByeDUW3h8C9Q5vpymLSS7PymoLf8qZ/seI8dcnZQhyDbkJym6oiiysjHM0sZ5FpeHMRisDE+9gUqpldNMGitatQWd1pp0ggJoqryds/2PotfaKLOfpHPwKZRKDXXlN6cJmcnXb8Yf3EpxLDMbi2mt+S7xeDShBvsEW85V1tafpa7iSwxO/IG4FCIeDyYbykCOyBUKBSqVmpW1KQRBxfH2BzOmPraRyd1qdOZdIjEvR5rvZ2jiLSRJpLrsWqrLrmVm6Qxn+x/DnlNPqf0EorS3lXBb7O1uPu38fwA4P/hUSiSf+ntIKYbnIMuUmw3ldI/8itKCo5TaD2HQ5RLZZQ8ZCLnoSjRd7e3cL8k7Sv/kaymT/W5os7KpLL4eg3aUQOBtvL5NFIKK0dm3icfjmA3llBYcTqn9RKMB1Ind5drmGFNLf0StyqLUfox8WzPZhk7UGgW9Y7/Z71an4XIn+wuCIFiAJ5HZOD7g/GWf5V8ZgZCbvvFXONr8QNKFR60y7BsJ7oYnsMDo7NucPPATZlb+iKPwKs70PUKJ/SjlhfsXrQQUGSP7bYhijIujL6HR6DnW8iCdg09xtOUBOgefRqXS7+v2lPxOwS3isQgNdV/n/MAT5Jir0gxDtrHuHMW+i+dclNeKxVjKhcGnaaq+FYuxPEMjSSr0WitNVbfzRfcvCYX9iOJL+07y27Aaq3H5ZlKKwPnWZnLNDUwt/ZHTvQ8DAgOTv+NIQrwrEgng8i7i8a8QDG8SjXuJRP04nSucdT7Ll078bUbRLZuphqGp31LBzmQvijEGpl5PS20IKAmEXBlpbzNLp9h0T9DWcAs2Y3WSFeT0LLK83sPs0ucgSKhVWtQqA4GAl7i4xeJqH2q1Do1aj0alR6M2JMdWVfGNfHbhv6FQaDjT/zDVpdfSWPG1jDS47TGjEBQcqL+brqFnMxZqFQoFhXmNbHmHqau8Fpdvlrbau4hE/Di987i9S6xFR4lEvMTiQZRKlfyPoEJAyfj0Wdy+FTouwV8H0KrzCIY3sVKS9jelUk2p/TiBgBu3Z4Ng2ItKpcJiqkajkiV1ZWMbbUpw1DX8PHm2MsoLj9E99AwadTbNVbfvq9W+c28kukdeIMfs2GUmlKpD5Sg6jqPoOIurPXzW+Q9EImEuDD+FQlAgCLKGjoACBAUuzzK6LDNlRW0YdZnHcSTqT+bCd0OvtXGs9UHG596ha/h5DtR9H41aTqP4gxt0D7/A4UvsCgX2p0AGgk76Jl7Bkl3MwYbvMzr3DpIU53DjXxGNBnF6Z1lYPU0w4iQaDaJQaPD6/CiVMLdyhhxLJe11dyX9rkdn/4Cj8CTm7CJWt/ro5d19z70bl1ug3XZQeEwQhPcAkyRJmcm4/8aIxEJcGHqaw41/lZJHzDHXMLfSSWVJensxJBQjFz/C5ZnjRNvPUShUTCxGsJoqON72c6YX/8jp3l/SWnNnWkFMhiIjzxp28s2NVV/HmmjPVqnUMnWz8V7ODTyBWnl7mlrebkwufkRDxTeSkrPnB5/gZNsvMu44AqEVTMbUxhq9zsrJ9v9I18hzRKMRciyVrG9NEI5u4QutEg57kIgTF6PE4zHi8ThZGiPRhJWeRq1jeOq3WE01VJVck/FBLS5oZ3TmLUry97S3K5RUl9yIUVvMn7oeQ5tlZGDqVQSUqFQ69ForOq0FS3ZCZ19jYnLpY4JBHxeGnqax8lbMxtTJR6+1pPG2u4afp7n6tjRWU3HeUda2enEUpZpGjM68S0wMcbD+B8yvnU3hhltNxVj3WDm6vUtMzZ9Hr7URl3xEQpt4/BFi8QjRWEgu8koSCBJbrkUM+hyuOPA3GZkb29idY9Zlmaiv/DK9Yy9yoP4HKcfJzKU30GvzqSy+iu6R54nEQmg0Buw59RlpktvoHnkem7UYk9FO/8Sr2My11JRenzElaTWX493VYLYbC6vdzC5/QUXJSdrNd7Cw2snSeleKRPVerKwPoMsyUWo/yoZzkiPN97PlmeHi6AsolVk0V387hWa6vSDKVpJPUuu4IcVlSxCUSGJ6UJWlMWI22YmLkaSG/W7MLH9KTflViETINTXSOyZ37VYUXYnVVJk8ry+wQZYmc3e7QlBQV/5VtjyTnOr9J7LURtad4wxPv82xlgcz1i22kWetYWH1YrIgC3Jw0jf+KnExkhBWtDG3dAG7rYFgyMX86mlK7SfIt9WnNKkFQy7+1P1L4qKSKw78z2m/oy+4luystdsu3wb8cgu0bwKvAG9KkjRz2Z/+rwwJiXN9j9FR//00bZwcUw0Dk69nnOxDES+9o78m39bIocYdudhYLJJsDa8quYGi3MMMTf8WtdJAc/W3Um+yoEqL7COxEBdHXsCSXczxPc5U20UipVLD4ca/4tzAExys/0GakiDIuXBfYD0ZyWdpDLRUf5Ou4ecyimNJUiypV74bCoWCiqJrON39BP7AFtHcENmGIkryTmDQ2dIiz6Gpf+ZA/W0oVUp8vnWqam9g3TnMwNSrhMIeDDo71SU3JouZGpU2Kcu6jXDEz/zqKTZdk2RprBTkVVKY10A4Gkixw9uLYGhLTiHFQvSM/Rq1Wkd9+a0puV7NLq2ZmaXTWE0lycV0N4rym+kafjZlsu8dexmTMZ+6IjliVCl0BAL7KwS6ffP0jb/ODUf/htG5tykrOLHvsQvr53HlbGAzl3G2/zHqKm7aN68dj6fmmHPNdWy6xpldPpfcSUqSxNDUb9Fl5VGZcJSqKLqaoYnf0V6fWalzG8PTb5FjrpTNrhc+4WjLg6xu9XFh6CkUCg2Nld9I2fFYzWWsbF5I+Qyne47hmbew59Qlx/Hyej96bR51FV+Wd6mtP03rjo2JMSYWP5ZlwMU4UwufAGAzObA1/Qi3d56+Mdnwp7X6O2g0BgRBgde/Ts/oixyovzPN8lEhqNIUZj2+VcZm3+Noy/30jL+Ydg/WXcNsuWdprfkenYNPk2OtJMf6ALFYiKGZtxmb+0BOA+WfIBTdxKhND7okSSQc8REMuQhF/OTb6ugd/gOzi33UOq5kbXOU/Nz6jIb0AEV5h+keeSE52U/Mf8La1iD1FTenpPbc/gUKclootR+VqbamWgy6VPqnUqEhx1ZCRdEVXBh+miNNO7UbUYwTiaQ+g5eLy03j/ANwB/CfBUE4jzzxvy1JUmau178R/MF1rjz0AIYM21Sd1oxELO31DfcII1Pv0153d5qMqVZjwR/cSIpU6bRmOhruZd0lN4FUFl+bEEmTC6m7O/6mF//E8mYfLdW3k61Pz43unvjVah2HGu+TH5rm+9NEyaaXP6GqOJX9Y8l2kGOpzGhWsNuofDfG5z7G45/nK1f+HReGn6G5Jr1Au435tbNIKCgtOIIkSZxdepRKUaQgp4WCnBYkScTpmWFi8X0CwU3USgOVJdcRiQZl42fnEAurnURjYRyF1yTbuLuGn6W69CZmlj+7pMZ+POEtq1JpOdR4Hy7vIl3DzyRVShWCAqPejtM9T5bGyMpmXxr9bzci0QCiKHvqXBh+hhJ7O0W5O7RCpUJHOLqU8b1LG13MLp/nZLu8k4rF9x/WLt8ci6s9HG76AbMrn3Oi7Rf0T7zGwmonTZW3paTPREkkHk/fDdaW3cy5gcfJMVdj0NkYmvot2qycFDs7q8nB2Nx7+14HwMzyGSRJpLxQtoaOxLwoBAWFOe0U5rTj8a8k6zBlBVdSnN+KSqFK7phCYQ+94y+j11k51HhfSh4/JgbQa63otRYONvyAc32Pcrz1Zyk7vovDz9NSfTtKhawCqlSlTifm7FIONd6Hx7dM/9RrxOMxvL4N+sOvcaT5/oxFXFlsb2eyD0V89I3/hiPNcm0uS20iFPKgTQQg3sAKYzMfcaLt5zLNWNjJ6atUWlqr5ZrIwmoPnUNPseVcJtdWjjc0jSjGEKVYYqcbkxl+GhNatQ1RUqHLykal0qDLsiESYHTm98TiwaRxkUZlQK8tIN9ah9VcjkqlYW1zlPGFDzJq04NsorSdm++ov4cLw89yrDVV4nxg8nWqSm/AYiyhOH+LgYnXaU58jy3PDNn6/z7xgstN43wGfCbIpqnXIfvRPgP8Zaz+fyG0GnPadn83drtMrXbTcAAAIABJREFUiWKc0dnfE474921mMWgL8QZW0xQJ8yz12NqqmZh/n7N9p2ivuysRcYgEQi56Rl+iMK+J4y0PZmQXxGIhlIrUCECblU1H4w85N/BEykMTF2NsOiepK7s57XNks4JncbrnU7pllXskeUVRpHv4OWwWBwfrf4ggCOi1ViIRf0a1S6d3muW1fo4k2B6CIMgc8vHf0NHww8RrimSBE8DjW2Fx/TyrazP8qfv/w25r4EDd91MWNadnEWPiXjoKr2Z+9TQ9oy/SXpfKkpKLZKn8YEt2cUKl9DRneh+mvuLL2Ex1LKx14vbP09Fw7yVbw82Gctado0zMf0x9xU3kmFOLc2qVFlFK7RKWJImxuT8QiQQ4vqsOEI9HiYux9A7HsIf+sTeSi0I46kWhUNBWewcu7yKdQ09TWXySwlxZQycc9qQYam9DEBS0195N59DTWE2l6LJsVJVck3ZcYV4bM4uncBSn71bXtsbYdI5wcJd/gVGXhz+wo/FkMhTQWvNdorEw86unONP3CNmGInk3NfprYmKIpspvZszxR2M+zHpZpMygy6W97nuc6X+Uk20/Q6FQsbjahclYkPI8qpU62bR8z30zGQtpq76Ts/2P4/U5KcirYz8oFGqkxGQfi0XoHHiCQ433JheiXHM9M8vnqK+4kUjUT8/Ibzje+mBGeeTdKLG34/SOEwj4KMhpT6NU7obbu8zg1G+pKDmJzVzO9NKntNXembLbkySJYMiJJ7CCyz/Bwvpp1tdncLpWuPbw/7hvai8a22mG0mgMlNqPMDH/flLqOybGiMVDSemO4rwj+IMbSW/bddcAjqIr9r32S+HPySUkIQiCDrgd+AmyYebz/11n/BcgU2FlN8zGYta3JgiEtjjT9ygmg0OeqPehU+bn1OEPZo72lAoVdeW30FLzbXrHX2Z5o4/phc8YmHiN9to7qSi6Zl8a2aZ7huwMGtd6rY0D9Xdytv/RpNTrwuoZivfp4N02KxiYeoNY4ni3dxndrgatQMjFqd5/pLL0aiqLr0sO+lL7MUZm0ws3wZCTgfE3U9JZAJbsMhSCAl8g3U8V5F3Vpnuao+0/wKi3Ul/xlbSHem7lFHm7xOhK7SfIz6nnwvCze67Bta8cQnnRCY63/oyF1S6mFj9mbqmbkvxDxGJhXJ4FNpxTrG6MsLzex8LaBeZWTjO99AkIMU51P0116fVpEz0kmmTiOwtMLB6ha/hZstRWWvbsPnRZ+bj3yBGIYozu4RfoaLhnhwa4S4LBkl3Mybb/gNu3QufgUwRDLoJhN1kq067PEFnbHKVn9Df0jP2KeExkau78vpL8JXmHWd7sSXvd619jYv4D2uu/n7IAFucdYWL+gwzfPYvK4us41vIgBm0+88uj+AJODtbds28xNxT2prBOsg0FtFZ/kzN9jxCOBplZPk3NHi8Cq9nB0tpA2mdNzn/C+cEnaai4mYL8CgqsB7g48jz9E6+myVQoFXIaZ9vvt73uzhQHN5u5CrdvClGM0zX8Au11d6U07e1doLfRNfw8FlMJHY134fJNZzwG5Oepb+KVRNe3hEqlpaPxHrpHnicW29nxCYKAXmejIKeRqpIbaau9C6u1gLLidqYWP9n381UqTcpvVlpwBLd3CZdXFv8dnnqTyj0Lf03pV/D45ljZGCKQYMNtY/c1/Tlc1mQvCMIrwDByVP8wUCVJ0uWJKP87QRRFjLpyekd/S8/or+lovIfi/PZLvsdkKEwTyNqLeDyOSqHB419jfWuGuBhhcuGPeHz7NzNsuWfRatLbsAGMejvNNd/kbEIoa3G995IsILVKS3vtd+galNsaVjYGMenlKH95vZ+ekRc51HBfmlSs1VSRJsgmT3AvcLj5RxkXwHrHrfRPvJb6HjFG5+DTuPxTHG/9GQU5TQgocHnn094fDG8kHYK2UZR7iFJ7B+eHdtoyPP5FDLrM1EaQ2Q/arGwi0SChsJ/ZpbNMLHzA7Mppljf62HBN4fVvEI3EUApGjLpSinIPYc+rZM3Zz5m+h1lcS9UCUqu0xBPpmUBoi7N9j1JZdG2KYcU27NYmPP6ZlNf6J16lsuS6lJrLXr0dgHrHLTRV3k7P2EuMTL+Hy7PG+YEnOT/4OL3jL+ELLeIovIqjzT/hWNuPsedVo9UZOdP3MENTb6WQABQKFWZjUYoOTiQSoGf0JQ413ps2sZmzSwhG0nVttuHyLLC0fgF7jgNH0THO9D/M7NKZjMdG40E06tS6kDm7jPqKr/D+F/8HxfmH02iUtuwa1lw7k/2We5ZTvf+EWp3F8dafIklg1BaQY3VwrPWnlBdcTf/4K/SMvog3oRujUKhBEukcfJKGyq+m0Uc1ah0KpYL+yVdxFF6RxljbG4CIosjZ/scoKThIaf5xTMYCAqHMzfoy+eMZDjXeh1qtQyKOQlCi1WRzsP4uzg08sS9JIxINotNaqCu7mbgYZnI+XRIEQJVB176j4YcMTPwz0VgYX2A1jTIqB33fY2L+Iza2Frkw9Bxn+x+le+RZhqZ/l/E8Gc99mcc9C9wpXYp7+O8Af2iD7pFndtGthOS/QWBxeZhYLILVksvFkefRZdkosLWRn1O/b+deJrORUNjD6Mx7BCObmIwF1JZ/hWgsgCjFOdz0Y9zeBZY2zzO+sEE0EsCgK8RRtDPwwpFN9Nr9FxqLsYyq0mv44PT/SVFe45/93tmGIgrzWxmZeYdAaIOSggMMTb1FXAxxrPUnGRk7giBgMhTi8cluO5IkcXH0VzRW3JrR1g7kmoXNXJ40215a72Vq8TNaqr+ZNJ8AaK25g66RFzi6S0sGZOnXTLsdu60VhULNmb5HOdr8AG7/LIV5O/olkiTh8i6wtNGJP7iOUqGlsug6inIPo9W8SzQexFFw5SWNyp3uOey5tVSX3EgsFmZ+7TRn+h7BqC+gwfFV1CotUTGM0zPNwOSbMo1un/uQn1NL30R38v9nlj6Tx1Ju6m8loSAaDabYR4LMjOqov5e3P/1blCo1Vxx8kByLI+08Wk02SDFK8g5TnHuIdecwnUNPkqUxJ+SiNVQUXUt/QrdHFEXODz7JwYbvZ6TWCoKAQZ+bkYa64ZxgbO59jjQ/wNTCn1ApNRxv/Rmzy59zuveXNDhuTb2/kpjyzEiSyPzqWRZWu8jK0hKLe+gafoZoLIzNVEdl8RUY9flEop5kmigry8jhxh8nWSxu/zT23B32iMlo52jLAwRCbgYn30ChENBnFTG3fJ72hm9gMpTiD24SjvgIR71E417CETerazPkWMoorEntXpbvwU5jYUyMcbbvERorb0kGQwqFKmNPjijGONf3qOwFnWQexZPPllFvp77iy3QPP8ehpnQxxIm5jyhKpO/qHbcyOPUG00tfULEn5bJXJnz7muodt/DHc/83xfZmFte68AVXCIVdiZpClFg8gte3STQWobHi6ymKAD1D76R9ZiZc7mT/OfA3giCUSZJ0vyAINUCdJEnp2rz/hjBoczm4j+rk5MJnVDss6LLMRKMxKoqvwO1bxuWdoHe8K1FYEbEYyiktPJY0F9lW6ovFIozNfojbP4NBl0NZ4TEs2bJB+KZ7Fqu5DENWAfOrp6goujbpTiOKcbY8Myyun8U/v0EkEsLtWcNmqWTd1Ucg5EIUI0jEEcUYcVEuBkmSbETt9i/RO/YSohRDFGPE4lFEUSQrUSiyZJdis1RQZj/BxdEXcXmX6R9/lZKCg5TkX0rMSk6jjM2+S0fjPYzN/UGuRWTQ89+N6pIvcabvEebWzmIy2Dmxh2UEcuFLl2VjwzWWjEI2nTP7dgOC3NauEFSc7XsYrdaMyWBnwzXB8kZXwlfVQnXpjSmNJTPLn1GUe4g8WzXn+h+nve7utIaWbWy6Z9FpcxPXl0VF0bU4Cq9h0z1B7/iLxOIxNrcWGVd8xMl9hPK2oVAok0XaTfc4G64pDjXem3acPisHj381bSKPxUKcHXiMq4/8nPG5Dxibe4fCYBPlBVel1R3UiWK7IAjk2xrJtzWy5ZmhZ0xmnTRXfQulUk0sFpGL7tVfT2Nv7EZx7mHG5z6grXYnNbWyMcTs8p842vxjlEoNZQVHmFr6iILcFiqKrqE47wijs28zsfABbTV3otHok3lzSZLkAvbSWQpyWjnR9gvODz5FSf5xqkuzicUjCQbXa7IK5NYSnUPP0FT59RTVVpCLqXtlOQD0WjOHm+4jEvHzzp/+dwCmFz5neuELNGoDapURtTIbgz6XPEsZG7YpivObkzWIxoqvJseoQtAknNFinBt4gra6O5LdzMl7vicdvB39t9bcnpIikcX4dhaPHHMtgdAGg1Nv0lT59ZTPcAfmqa+8JflbNlXeTt/4yymsK9mvNj19GYkEmF76jHDYi8+/gT7LTlHuYQy63OQ4jcVCdI/+CpvZgdMzm5HV9+fwl0T2XZDscFkAXgP+XSf7/bCyMYTHN5coBEqc6XsYR9EVCRPwYhyJ46LRIFueaWaXPyUUccst4etznI49hC7LTFH+Ieorv5K2PZ2cf5+W6jvQac2c7n2IsoIrk1tohUJJrqWKXIscOSxvdNO19Qar65NUlpykvKAgo6HHxdEXueLgj5hY+Ji22rtS/haPRwmEZNGxUGSDyYUPiMWChMJetlwrCBYFLu8ckagfrcZKVqKzUptlSrn2bIOduBRmaaOLSDRIXbkstBSLRXB65nC6ZwlG1wmGXQjs9AasrE9hzraTb6tPUFPTh0lz1W2c7X+EHHMNgiAwv3oWR9GVl/ydrNkVaDU5zC5cJBD8JZbsUmrKbtk3wnZ6ZmmruRKFQkFH0710Dj7N0ab7MxY9A+E1bHsif0EQyLXUYDNVcLrnYZDkdM7FseeIRkOolDqydaUU5rWk6QvFYmECwU2Gp97hRFvmjKXFWIE/tExOcoTJ0eSZvkeTBuUT8xLHWn7K5PwnnBt4nNaa76SI4ikUWbLm/a7Fx2ZyYGu8D69/heGZN3G5V/ngzN9zsPHrWLIdXApWUzljszuR3uJaT5Irv/076rQmwpEdGuq2r7DXv0LP2IvodXnE43FWt/qZnP+MXEtdilNXtrYIt38RbVY9KqWGwtw2CnPbcHvnOOd9noLcxrSJHiAWD++7yAaCW/SM/QarqQCFUkWt46Y0W0WQefIqlY6ygpOU2k+w4Rqja/g5EJQ0V96OXmthZWOYqaVPONTwA/QZusi1Ggu+wGaSnXdh+BlqHTdi3qNhJRFPc2crtZ9geOZNZpZOJVOAsVgInSb12RMEgdaaO7g4+iIqpYbi/ANsbE2lMPdkkbnXCUXc1Du+SkvNHQxP/zOVpend830Tr1FbdhPZhiLO9T+aZvZzObjcyb5KkqQ7BEH4HoAkSUHhL1HN/1dCMOJCksSUVIHXv8bU4qcca7k/ETUJVBRfwfjcB9Q5Ug1J1God9pxG7Dnydnx89n0ESYOgENOaXLYhP4jKJK+/1H6cuZUvUuzetjG99Alu7xI3nfxbukaeI8fqyPiZvsAmkhQnz1bP8mYPgcAW+l0Rq1KpJtuQn5KPDAQ36Rr+FVazHYupgPryr+H0LuH2LLAZmSYS9RCO+VEqlKiU8qStEJQsrU6yvDZLkd1B98izKBRqlApZH8iUbcee1YhBZ0uyB2aWP6eqTAvEUKDlwvDTZKmNlBUcx2auTkamCoWCHHMNS5vdFOd2EIpuJRs99mJu5QJL652oVVoK89rxh9ZQKJSYjaX7TvQAkV2ewlpNNh313+fcwOMcb/9FWkt+KOJEr0uP+kMJ3fqW2tsIRzxsuWZpqPxqgk3hwuNfZHnzAlNLTuLxMJFoCI3aiMfj5IuLj3DVof+07wRlz6lnbH5nYhXFGGd7H6a97g6yE/zx7RRPVem1FOd30D36K4rz2yizn0QQBLL1+TjdcxnHiiAo5fGnVBLwuFhc62VutZN4LIZBZyfXXE9Bbl3KYiyncnIIRbysbg6x6R6lo/HetAAmEg0gSVLKTiPbUMCR5vvpH3+DucVBxLiCYy0/Tfv+BbktbHqGUrq4AyEXfeNvcMOxv+HC0LNYsytTBABFSSQazazQuLzRzdTiKTrqf0jP2IscbnqAM70PcaT5gbRGpsX1c1QWX5f8rtu6VB7/KmNzb7OyPklcjHPdkf9h30YwS3YFi6sXqau4gZ7RX1NiP0CuOZ0hJEtdpFud1pffStfwc+h1+eRbaxif/yQlLbkNQVDQXnc33cPPoVSocftmkxpOE/OfsLo1SF35l1Jy9OGIn1DYk3LtkUiAuBhJ3s8S+0GmF09RkYGldSlc7mQfSbBxJPlLCFXA5Wtr/itBoVBzYfhZDtZ9H6VSI+tlj77E0Zb7UwZ8QU47M0uPpEVMu9E79huMhjyOtv6Ikdnfs7zeR2FeejfaxPwfKdr1Q5YWHOJ070OUF1yRPKckiQxOyc1Y7Qk7Oo1Kv69Eav/EK7TX3glARfG1DM28mTFNsA2Xd4aBid9xtPnHdI08h1FfxNzqaSqLr8tourIb/uBDgILasq9dUgoBwO1fZHVjmCPN93Nu4FHKCg9RVniISCzE2My7jM9/KPuf5ssmFnWOmzjV808U2toT+fqdiWNtc5yZ5U9QKBTk2erpqL9HLnpJErPLpzna8iDjc+9yYfg5Dtb9IO13CgS3UAqp2229Loe2uu9wvu9RjrX+LOU98XiYrD0FxS3XDEPTbyZ16yVJYmrh8+S40Ous6HXWFO0iSZJY2xpnZe1XCILAxZHnsRgd1JTdmNZVrNHoiSWazORUwKM013yD7F1pA7VKL3fCqrRos0ycaP0Z43Mfc37gCVpq7sCoK2V1ayg52cvpxPdx++cwGQqoKbuJxfVzOAqP4Qks01F7D/F4BJd3CV9wnv7J14jHQ0QTdN9sfQlmQwVn+57Eai7kQN3dGesoKpWeQMiJYdcC6fLOMzr7LrosC0UFNQgKkYHJV6l33JqqpZNdzOzKZ8n/j8XCdA8/n9w9HGq8l1O9D3G0+SfJydrrW0GnSV2MY/EIA5Ovo1bpOJnYPalVWSgVSpqrv03/xMt0NKQ+F27fInXlt6R9H60mG5VSgyiK6LVmekZfRK3RYdDmkmtuwGZ2JJ9Xs7GUhbVOhqffwpJdnMy174VIahpnG0lPgf7H0Gfl4PJOUVee2a9WISg4WP9DLgw9QzDkRZdlY3zhPcoKDnMiYdS+G3XlX2Nq8WMadzUk9k28Qu0uD9tS+3HO9D1MeeHxS6Yj9+JyJ/u/A94DSgVBeAk4Cdxz2Wf5V0KWykBF0bWc7X+Mg/U/pGv4OQ7U351WrBIEgeqy6xma/h3NVbel/E0URTqHnqKs8BCFOfIkXlv6FU73PYI9pzEtZbHpHqW69Ccpr5XYjzGbiO7j8QjdIy9QkNtGqX2Hu1tsP8z4zHs0VKa6Jy2t9WGzOJJ69dl6O5IU23dhWtm8yOzSeU60/QciMT9KZRY1ZdfTNfwcG4ZRci37c5YjET96nY3Gits4N/D4JYuS0ViYvrHXOJ5oTtkdUWlUWpqr5cHndM8zOPUGCFCY20pRbgc9I7/BYi7F7VtmfO59RCmCzeSgpea7u4pd2+cJoFRqEq3pt+D0THO6959oqvpWCpNnwzNKvjV98TUZiqmv+DIXhp5KMRtRqdQpi83s8lnWtgY41vKT5K5FEASqSq9lePotmqq+kfE+bDonmZz/gGuO/KdkYXTdOUL/xMuEoz7yLM1UFF+R/K3iolzgPz/4OPUVX0kzareaKllYvpiyNa8pu55g6DA9oy+QY63BF1pidrmT5Y1OstRGiu1HaKi8JSGrHcPlmed469fpHHyKSCSARqMnx+Igx+Jg99mCITdu/zzzK5243SuYjDZGZ97GZq7FanKkyEzYjHU4vZMYdDZ8gTVGZt9GIajpqP8BKpWWzqEnOdR4b8IB7WmK8tsoL7gCQZDFz2KiHOtJkkj36K9oqPxGMhpVKFS0Vn+XnrGXOJzQpHcHZrGZd3TjPb4Fesdep6Hia+Ra5RSoKIooE7K+luxijLqCpKQAyBozAqmTb1yMMb34R9a2xqhzfA0BIzZTGQUJ4oPXv8bs0mnGFz6QF1yNiRxLA1uuZYyGvDSJjd2Q9klhgrz77mi8h/P9T2LQ2wiG3PiDmwRCWwRDTmKin1g8SDQWJBYPIwgCTtcyHt8fuObwX++re2U1FTMys0QsHkGl1BAKexAEUpRLBUFBRcmVjM+9v0tT6M/jcpuqPhQEoRs4hizI+x8vx2zk3wK5lkrUVd/mg9N/T7YxF7d3Gb02J22izLPUMzX/aUp0HYmFON//OE1VX0tRWVQoVDRV3crF0ZeSTUUgp1uyDflpW7mygsOyzZqtne6RF6hzfDVN6CzfWp9sH9+NqaVPON76s5TXSguOMj73IXWOm1Jen1z4CF9gnaMtcueoP7CZjI4O1P2A030PcbAuN2NeEmBk9h3K7MfRqHV0NPyAzoEnM6ZAAPonXqax8pvJv2WpTWnbSZB9PQ+bf4QoiswsnWbN2cv80ig5vlLCEW9CbTHzQAZ5QspS79hLWk0VHG1+gP7JV1ndyqXeIUdtW+5JWqszSwXYzDWUxmSZ2O2dlFKxw7AYnHoThSBxqPG+tMgp39rI5PynGZt/FlY6Wd7q42jLAwm/Vjkys9sasdsaE74HfXSPPkc8FqE4/yjRWJjzg09SXXptxhyzxVjO2NZ7QGoeVqc1cbzt53QP/4aVtUnsOfV0NPxVmijc4nonBYmgpM5xC33jL2dkg8ifaUablc3UwmdUlHVQVnAFSoWG+dVOphY/RalUoFLqMBuLMOrLmF76lE3XGOFokNaa76YEAtvd4laT3Ow2vSg3ZdVX3ILNVEEsFpZlHqZ/R0FuS5qZjTm7kBxTNVOLH1NVcgMuzyyNFbfJu6vFj9l0TXO8/ecpY3FtawyzYWdSq3N8hdN9D2PNls3YlzY6KS+4KnF9Egtr55hbOY+j4CpOtMmR9cbWBOKuDtxsQz7NNTsLezDkoXvkZfwBF8GQi4ujzyeIERFEUUKrMaFWWjAZZb9cl3cR/2ofwdA64biHcMSHUqmURegUavwBF1vOZQxaG1lZ2ajVRqxZZahVerI0BjRqPWqVDk9gmXDkFbQaIyMzbyMRw2QopCj3MCZjKr20zH6SuZUvqCy+jr6JV2moSJcKL7DJDXfrGaws98MlJ3tBEPYmopa3ryfBzOne+55/S0jAzPKfWFrrIT+nEkfRlYRjG/SMvUA44sekL6Wq9JrkBFVb/mX6x17lQP2d+AKbdI88z8GGuzHq0icja7YDjaaT9a1x8mxyBDIy+/tkZ9tuxMQY8bjAh6f/C4cT5sR7IQgKTIYCfIH1ZIV/eOr3VJVelcaPttuamV78EyBP9qIk0j/xCnpNboo9YTCygSGh5qdQKDjS+CPODz7FsdYHUSnThcsCoXWsJpl9o9fa5BRI/2Npedi5lVMYdfaUBzbHXMvc8vmE/no6FAoFlSVXoFZpWN9YAElEEJQZlSd3IxTxoFamHqNW6zhY/0MW1s5xuveXHGq4l0g0cEnZ6cKcA0QiXoam36Kx4lYUChWiKHJh+BmK8pooyd9fIrqm7AYGJn+bIuUwPvcBoYibQw33JhcI9Z60jVKppjivg+K8DiLRIEsbnSyvTmMy5mIxOjKeS5bKzWyZuLjeSSTmptpxApVCk1H9c2mth6OJ7l6ToRCVOguvf51sQ+ZmqKnFjynOP0iepY7Bqd9yuOlHNFbudGeLosime4r55XMsrY7S3nA7FcXp90rawyevKD5JeeFResdfZnbpCyRJwfD071EIqn0tDqtKr5G1aszTxOJyhNs1/Cx5toZk9/ZurDoHKN0jsneo/l4uDD/NsZaf4vTMUl36JdadI4zNfYTd1sTJtlRzHJnauL8UuTewgkatpLHmRkyGPApzd4TL4vEowbCLQNBJOOZk0zlPOPImDZVfwpzdhn6bBJEI/mLxCIHgY9S23MD8Shf1GfwjIJHmHf8tV7T/nPODT9BR+33Uah0u7yIT8x8QjQcw6HIpyj2E1VROsb2dM30PY7e1o1Zpk/WfbYhiDI9vhSy1hc/OPbrvd92LPxfZ/7dL/E1CbrL6d4M/uIYkCpxo+wXzy91E4+6kQYAoxtl0TzKx8D7BkBMJBSV5R4nG/CxvDDK18EeONt+fUUBsGw2Or3O271FyLLK8gihGMO2SUvD61xieeQuFIFBfcQPDU+/g9I4ws/wx+dbWlO09QFnhFYzOvkNHww+JxEK4/YvUV6SbYguCglxLFWubY1jNZXQPP0+J/WhaU5g/uEphzo7ei0ZjoKHia/SMvkRHwz0paYwt91zCAWnnNZOhmNryG1K4wh7/Ekvr/RxrSU1V2cyVzK1kbrjZxoZzgpXNfo63/5jljR6s2TWc7X+MypKTFOQczChvEIm50gbvNkryj2LNruKLnocJBNwMT76PQZ9LtqGAbKM9bUdSXngVo7NvMz77EWIcTvc+RGPVLRkj7N3ItdQyufDH5K6vb/wV9DobLdXfTjlOodhfLluj1rHlnqEwvw691srF0RdRKrJoqfl2SrpETomlsrFESWR4+ndIkpC876d7H8Jqqk1ZLLfc02izUndtdWVfpXf81xkdrLyBVdadkzu/pUBaelChUJBnrWZu+RTXHv1rRmfeQZdlTushyOTdoFCoOFB3N17/Oh+d/a9sbM1RVtxE7/jLZKn0aDRGNGojSoUetVKPRq2jqfJ2Lgw9QzgS5ELoGdpr0zWqthEIrmHeYyep0egpL7ySnrHf4Au4OTfwOHptLsczFI5BXpB3Wxfuhtu7zMT8Rxxt/jGCoKRz6MmUyV6pVGPU52HU5+ENrFJcUA8IaLOM5JjTA7qJ+feoKb2JPEsdXv8K47MfZvR4nl76lKL8DlQqDTVlX2Zy8UPqHbcmJI9lYog/6GRi/kPG5t5Bp7WgQMsX3Q/TVns7i2tduHyzRGN+YrEQsXjeGd+nAAAgAElEQVQMXVYOaqUJnTabQGgr4/fdiz9nOH7tpf7+7w2DLo+KYrlJoTCvkeGZN9neHisUSvKsteRZ5cp2IORizdnLxtY8MwuPUVLYwMjMu5j0Zdhz6zJGoCqlhvqKm+ifeA2LsSLJ2plf6WZh7QzZhnyaKr+ZNAWZ1f2JxspvIooxlja66Rx6ErXKQGPlN9BqjGTr7cRFma/dO/oSjZW37qvvUl54Jef6n0QQZEOK3Vo42whF3Gnt7TmWSty+OSYXPqC6dCcNNLHwAc1V30r7jFxLPaGIi4GJ16mvuJW+sVc51vLTtOM0asMl+6t9gQ1GZ9/lWMsDiGKcyYUPk1K8ozPvMrv8OI0VX0uj4AXDWxTY0gtikiSx7hpmdukURr0NQVBgNZcSjXvZdA+wsHYKUYoiSXFEMZ5oNokTj8dYWpmUBcFKOlhdn8DlXkOnNaPTWtBnWTNSNWtKv0T/+GtEY36K89sozkvXStFqzPgCGxkNxXvGXsKe04Dd2sLg9D9zuOlHuLxz9Iy9hEJQ0VJzR1IhUanc8TONRP10D79Aqf0Ixfad+9Be9336xl/maPMDyTEyvfQZbTWpqSyd1ow5uyhlByrfP5H+8dc4tEsltSS/g4n5P1Jbnro7i4kxRCmCJbuEw0330Tn4DEBywpcN3dNNQgCcnhmGpn5PS80tbLhGaKu5C1EUCYXd+EObBIIufKEVonEfcTFALB7G53cRDPswGXOJXqK9X6VSp+16RVEkHHazsDyIJMU52f7TlGLxXiiVaqQMkX0g5KJ/4lWONt+fVKTVqIy4vHMZbUPH596npfrbaNRGzvQ9RGutOSVICQQ3cfmWqXfI0Xxl8XX0jP6alfVBCvKaUs67sjGUpK7mWWXNrW23sG0YdNZkb0QkEqBr8EUCQTcLa+exmWqpKr4hLaU6NvMpBxq/xUenLxWT7+DPpXH+J0mS/q/Ef39bkqTXdv3t7yVJ+l8u6yz/SthtEKBSaYnGg/sfLImsb41jMuQjCArKCo5h0ObiD68yu/wp4agPUYwSTeQe9docjNpSCnLrEaUIUwufYLNUsrT+CIW5TRxu+nFaqmTbOEWhUFGSf4SS/CO4fAuMzLxJKOSmvOhq8qy1jEx9hDbLmGzuiIkx1jaG2XSP4w+tISjkRg+Xe5Uax1UZJ3r5K8UyRjOVJdckvEAHybc2IYoigiDtm1IpyT+Gy/M6H5/9L3Q03b2v4YtamVnOVZZ2/hVHEk06SiUg7DxgdY7/n7r3Dm7sPNM9f8g5ESSYc86do9yyki1blpU8soItyZKsZHunanOo3drauVu1O3emdu/YUiu3gmXJlmUly7ZkZakzu9nMOYAJJEAQOR8A+8chQYIAW57ZujVXT5XUBHlwzsHBOe/3fe/7vM/znS1dlDqaq2/M3NiRWPaAJSTjzK+cZHl1BJOukr2tP0EqlXNu6Kmc2WY+rKyOEAx6CUe9qJV6LKYqkukIccFD0DtPPB5CSMWBFOl0aj2QJUmnk8wvTdDWcE3eQA9g0FawvDpCQ1V2/0Df+GsUmusy70sIIUDUF9rf9gC+4IIo7SuR0lV/OxZDNQ7nACaDjb6x37Gr+e6cuoZWbcZmaWXW8Rm1Zd8kEvWJRbo8PRoNFddzfujprGA/tfAh5bZ9WRK8xQVdzC49yYYN4gZGpt+itvybgHjvbgR8iURKsbWFZCqRk0KLxgOMzLwN6TQHu0Q3Kk9wcn0fm8wmtvX6eAOLSCQfkEzF6aj/IfblzxiZeZNCcwsNlVdn3c9bPVej8SDD02+REIKUF++lpqKbksLdnB18hpbq72Z99q2QSuWktonxCkKUC8Mn2Nf+QFa3c3vdLQxOv86elnuztg+EV0gmE5ngerDjYbH7u/OhDBlkeOZtuhvuzHqf6DH7FHqdLXOPD039nl3b+miaKm9gcv79LMbNtg9BkgjXHvnv6B//HXWV+eW2owk3hcq/3TDwq9I4dwD/uP7z/4TYSLWB64F/U7CXSCT/O6Jy5obq1v+cTqf/tp7fLRDyOKunUkmmFz/E5Zmiu+ku5la+pNNyKwPTr3Oo62frLeH7c/YTCDsJRVewL3+O17eM27NERcl+uhp/sONsXCpR5CyTzfoKdjXdTSIRYW7lSxyuYVZcdoqLajg39BRymQqZTIVZX0Fp4S5MhjIUcjWCECMef540MSbs79NY/e2c420wP/JB9AL9JVp1Ea61SUoKs5ksIivhJIGIA6VCjVJhWKf5/QmV4va8RVWjrgyXZzqL3plKpTg38BR7Wn6UlRLbbigil6vZ134/Ht88PcPPU2brpLrkGxmbvnDEw8zSR/hDK1TYDnO4K3t1sX1/+bDhQnVk9yMsrJwiLoSIxNdyWtTzYXLhrzhV8wQjK/SOvkxL7U05zCG9pgSX57Os3w1Mvo7FWJ5VExCERIY9AaIx+b62+/EFFxmY+i2hcIB4PIReZ96xQA5QV3ElZ/qPU2RuY37lFE1VuRRDEOmJpUUdzDnOUlV6kEB4Gbd3JlPI34BUKsOo35TMAPH7C4adFJobt2wnBvyeYXGGbzZUZGbYqXQKu+MzHK4h2utvy6LviiqXO9ObU6kUg5Ovc6DjYfonXiOdTtFacxOpdIoVdx89I88hlchoqbmJWCKIQVvMinuMmaWPUSsN1FV8M6P+uOoZxWZppsBYy8jMWyy4ztLdeFfOsWVSJYlUaMs5CJweeJLdrXfnfL9KpZZEIkok6svyx9iY1W9ALlezq/lueoZf5FDnQ6z5p1HK9Tmm9VKpnL2t93Ju6BkOd/4Ml28EncaW0+1qtdQwPv8nYvFg3rRyz/Bz7Gq+E73WRkPVMQYmf09nQ+4qPRbP7862E74q2Et2+Dnf638t/p90Ov1P/392kE5LspZDa/4pRqbfo6r0KIe7xGAZiboxGcvobLiN3nUu8HbI5SosxkosxkrW/GbWfHNUlrfiC9rpG/8NLTXfR60y5LxPoy4gEFrJ60ClUGiQoEIqlaJUqKks3UN1yc5BaNU7gcVQT3Pttxif+xMjs+/SWpNdhReEXOGtrdjf8VPODjyJVCKlrfYWBibeIBRdQanQoFUXUlLYRZvpRqRSOW7vLKSlNFZ9i5GZt0AiobvxjqwZncXQyLzzfFawPzf0tNiyvy2dtJUNsxUWUyVHun/OzOJJTvU9TjQa4sLICYRkgpaanbn/CrmWeCKyozvQyOwfIS2wp+Ue0ukUcSFMZ8MdDE2/wdT8J9RX7pyBXHb3EQqvUlbcRHfj3QTDopmG1VxHfcW1mUCn1xURiW3mQ4em/oBBW0RVSfZM36CtxOOboaggmwZr0pezt/Un9I7+Brt3AYPezKXRE2LDm1SORCJDIdOi1RSglJtRKYy01d3CpbHXkMlktNbmp4cCVJcc43T/41SU7Gdg/HX27WBOXl1yjNGZdzI1mqmFT6jKI7wn8uPvX+eDdyGTKlnzTzMy/UfKbfuyOmg3YDZU4nSPZmiO29E7/jJt9TeiVGiosB1hZe0SdeVXi5r7hbspLdxNIORk1vExC45hpDI5tRVp9rTcm5Oq2ZjoyGVKOhtuZ9U3zqm+f6G17pYsYoFMJicuiGycDRmEzsZb85IyAJqqv8eM42PaasVZdiDszJrVb8Cgs1FXdiV9468Sjno43JV7PUB01OpuvoOzg0+SJs0Vu/4+73YtNTcxOf8+7fW3Zf1+ZPZdqkv3o19XzS0u6MblmcDhGqS0KNvLOiFEUClz49JO+Kpgn97h53yv/7MjLkSyKHN6TRm+wAJGfTnDM28C5DhGbeQITfoKDHobi85LO6phOj2DTC+c5HDXzzg/9BT72n6CP7hC79hLFFrqqSu/NiunqNcU4/JM5AR7j2+e4dm3qCjezb62Bxmfe4817ywKuTrLUGP7sVuqxfxfU9V3mVr4kMGpN+hYvxkSQoz0V4yvq2vjpFMpnJ5FDNpTVBQfwGyszmvy7A/PUmRpR60ysLvlx6z5pjjd/wSVxQczwcBsqGB87r3Me3rHfk1t+eG8LfsqpSmrBX07asuPEomtMuz8GJVaQ1Xxocs2eZkNNSw5+6kpzw1MvWOvYDGUU7PexSyRyEiTymiSjM6+zcTcBzRW5Ta6+AJzzC6e5FDXY/RNvAKAXlvE4a7HWHT2c6b/Ceoqj1FS0C0acqzrow9Pv4NGbcwccytqSo8wt/J5TrBPp9OMzf0RjdpEffU+6squzdH2iUT9+NY9et2JCWKJAC73PCqFhp7hZ9YHBhkSiRy5TI1WXYBKYUYpN2IraOOTs/9IY/XVOzoo6bWFpEhmZuAu7wiHK3NrNCAG/D2tP+HjM/8XoYgXiVSa8zxthVnfwKzji7zBfsHZi05tyQiQlRQ2c2HkFGxTUTDobLTV3orHt0g6naK2/Jq8K5/tE51CUxMHO6sZnn6DxZWzGWc5uVSRcbq6OHqCpuprMet3FtATee2LJJNxZDIlE3N/ySnUgyi0t+A8y4p7mqSQ5NzQU6L+YnojEG4Jh+k0vsAqcpmcnuETNFZdn3OvW4zljM06s+jNq95pojF/ziSvrfZmTvcfx2KqyaLHbu8t+Sp8VbDvlkgkfsRZvGb9Z9Zff/U6+/L4uUQiuQfoAf6bdDqdV5tVIpE8BDwE4qg5MPU7BCFCQoiRSspZWR1GrdbQXv+DnAsqtoRvXoymyu9yqv9xigvacvLUi6vncTgHObS+FJZIFURjAYz6Yg53/YxFZ58YCCq+QYl1l6hnrbLhWhvP7GMjT61Uatc9crUsr46i19qoKT3GxdGXkEhklFp3sx2xeLbRRX3Ftdgdn9M3/hrdTXcQiqyiUeYu2VyeaWYWP0IilVBoaqCx6lto1b14g0tUlUnzBnoQOxGrG45lXheY6jnc/XNmlz7hdN+vxO5ObVEmnTI6+x4WYznFBd159yfmt4dz8tsbGJv9Mwq5itaGK6ktuwan5xKn+n5JZfFhKktyB0CjtoqphQ+pYTPYi6qPT1Nbfjj3PNbZI6IRy82M2d9jdPa9DG8f1o2fJ37P0V0bdL3sB6Xc1kW5rYuRmfewL52hrfZG5HIlo7PvoVSoqCvPT0PVaQuIxLJvX9FT9vdolFbqK6/GH1pm1P5uVh8HiHx7jdpISZHowzox9xHWtmqWV0fY2/pg1sMcjQfxB5bwB5dxx2Zw+2bwBVy4vAOEoksUWTopMNXmfOfltt3MLH6OSmESJaq3/T0QcjGz+CnhmAulUoeQjCOVSIknwghCHKUyf5gwGUqJ2nOZIPF4CPvSlxzuzu4nSQgRkslEpkC6gamFv1JbfgyjvpieoWdymEbJZCJvwVghV9HddBcuzzCn+n65HvAVpFICfeOvUWrronAHu8is61N0kPmV01jNrVmzepG98z7JdAyTvoKW2u9TYO5HEJKs+SbZ3/7wjimsJVcv4UiQYmsT885TDE870GkKaar+biZgt9bdzMT8X+hsuB1BiDM68w6HunIHYpEFdRcXhk9wdNemTtNO2v074avYOLm9wn8jJBLJh0CuXx/8L8Bx4B8Qh8N/QKR45u0USafTTwNPAxSaa9PdjaLMQCIR4bOe/5dgaI1drQ/nnSV6/HaMms1ip1Qqo6vhNi6OvpDVfWl3fI4nsJglWaBTleIPLqFWibO1cls35bZuRqf/xKzjDG01N6LXFhGJizf7uP0D3L7JHLU/j9+eKbjuabmHCyMn1ht1NoNVNObPGpQ2UF16DKnsDL2jL1Ns7UajEvOuvoCDiYX3SafimI3VdDb8XaYjd2TmLVpqv4tWbaJn+HmKra0Z27qtSOYRpZJKpNSVX0Np4X5GZt5EKlEil2mYXviCZCpGTWn+HDKAQVuCa+2zvH+bnPuQNAKNVTfiWO1jcfkCjTVXU1l8FLvji3X5iW9kiTsZdEXEEpvGFoIQ5czAU3Q0fB+zIVe5czsDo7n6BibnP8jw8BNCjAujL7K//cHL8vcBWmtvICFE6Rv7DbOLfdistVyxO/+yfQPxRCSj25ROp7g0/ipmQw2162JZRl0JydTlFUbcnln8oTn2tNxHOOLH5R3DZtkMVmqlHrW1CZu1iUjUh3fkBOUlDextfYBQ2M3M0udMzr+PQqHFpCvDZunEoCuh1LqLs4NPAWkOtD+EkBKwL55k1TuCTCZHpy2iong/FmMV/tASKSEJ0hTN1TdycexFCoz1NOWRA5BIpHnTbD2jL7Cr+c6cQcesr2fVO0axdTMdEQqLpjiHOkU5gIriPYzMvEPrFs66qIqa7Tm9FUWWNkz6WganXiedArfXTkP1UcoLd3aj2oqq0v2c7n+cNb+d2rKruDjyMkIyjFFfRtO2JsGZpVVaa26m0FLHmYHjHOp8ND8FVKolnljCoCumrfYW0uk0Hv8MY/Z3CEc8WIwNNFZdQyjiJhL10jfxGl1Nt+ftlwFRKqSh6koGJl6ns1FceXzVfbwd/7qt/xVIp9P5p0HbIJFInuFfqZ4Zjnq5MHyCg10/YXLhQybnP6WsyJ0j+esJTFJRkv07o74ci7GK+eVzVJaIlmDReJhdTdmVdZu1lUB4BhvZS/OWuu8iCHEujf8GmUxOJBLg1KV/obr8MI1Vj+Ysq2JxN7ot2vZ7W39Cz7DIfLBZRD1ul3d4xxlzpe0QcpmC3uE3MBtK8QyOYdSX0lyVv1M1HN1MpRzoeIhx+1+4OPoS3Y13ZNhDoi3gzkwmjcrInpZ7cbj6ONl7AoWsl+9f/X/vuD2QNfBtxdTCJ8QEP+11omyF2VDLwopoeC2Tyqkrv4rqkiuYdXzGqb5fUlP6TcpsnUgk0syqIhzxiNIYrXfvmHvNxwtvqPwW04sfMzj5e0KRNTrqbt1RHGs7FHI1SqUeo86GVm2lb+I1EokgUpmaMut+Sgpbsx5yjbIAX2AJo75UlM+wdlFRnE0xLba2YV86R3VZrjOZIEQZnnkrY7HXWnsDF0ZeyAr2G0imBC6OvsS+1vvpn3iVeCKMTmvNSFoAuD3TTC18TDzhR6nU4fYsIZXIOD/8HGqVAZuljT0t92axU8TVyNscaHuA4Zm3UClNHOx4hEXXeU72/QtttbdhMWbnYRRyXUb7B8QVYGXJ3rwyzHWVVzIy82Ym2KfTaQam3mBP86YIYYXtIP0Tr7G8OpxhY4WjLtTKnbuyQex7KLXu5eLI74jFAngDs1wcPQGkSa/nWsR/xdfiQiEtdgqnwe1eJCbEUKuMNFRei3GHFGMqFUcuV1JgrKet7gZO9/8qb6pLqdCSSG4ag0skkozNZyqVxLk2xKWxX5NIxPjw9H+ks+VbOVLM21Fc0MWqZyKj45VPG/9y+M8W7C8HiURSmk6nN7pxbwFyvcx2gNtnZ2T6bfa1P4BGZUQqgQPtDzI49QbBsJPm6u9lAm4ktpY3INZXfovTfY/jDdhRKQ101OdSoKymGpZWz+Q9B7lcyb62+xieeg9/oJ+rDv3XGHX5FjEiN36rpC3Avrb7OTf0LCDFZmln1TvOxoplA8mUwJpvCqdnkEjMQyIRI5VOcrg9v+8tiHl9Qchm7DRVX4/LM8Hp/ifY1Xw3em0RocgqSkVu0EulUswtn8e51odEKkGjMmPUF4qG5APH0WuLaa27KW9OVSqVI9/m/zmzeJJw1EVH/WYOVKMy5hjGyGQK6iuupab0GDNLn3Cq7zNqy69GJlWy6p1lbPZdUdcnT5F8Azv56pQXHeCTc/+MzdpwWfOT7dfhwujzlNm6aau9mYHJ19jd/GNA7C9Y9Q5xafxlYokQGqWF6pKjlNn24fQOMj73J6pKjmSJq209l/NDz+QN9ueHn6O7+YcZHR+pVA4SKYGwM8fisn/itzRUXodGbUSvrcDrn8dmzZ6UWC11WNcL64lEjCn7f4tOY6W9/tYdm9oWnKexmVuQy9UUmVuwL56isfpqKmwHsFk6GJl9m5nFBLua78oEtwJTPfOOHuorr8DjXyQUcWWlzrZCKVcTjfm2HO8MBab6HJ/kjvofcLr/CcyGCtQqI+HYSsY/YjviiQgjM+8SibmxFTRRX3mMaGyVuODLWr1fDr6Ag4TwOuFIgDWvndKCXAXLDaS2NGyZDTV01N/Mqb5fcag7W/pBqdBmemy2QyqVUVLYha2gjeGZt/F4l1ly9rPqmUAuU6FWmTDpajDpK9CoLVkTyNbamznd/wQaVSFKhY7l1eG/6TPCv1OwB/5RIpHsYl0BAXj48puLiAthJufe51Dnw5mHIr1eGOmov42ZpS+5OPoiu5ruRiZT5DRwpFICM4uncHoGCYY8uL1LXHfof8x7LKlUSjK587J7dukkQirIt7/xv3F+6FkOdT6at91dKpXk5ChBHKDODT6NRCIllgghkUhZ883h8vYTjDhJJKIYtFXUlYtqi4JwgrKiPfQMn2BPyz1597nqHcVizOUfF1kaMeke4vzw8zRUHUNIJjDrxFSIxzeP3fEF0YQXlVJPobmZrqY7USsNjNs/pK3hOhyuPva1/RS3b5Le0ReQIKO97rYc6tnWOojdcRZ/yE5X4505q52dGDYymZKGym9TU/pNppc+ZnZ+kPnlUa4/8r+iUFy+RJTPLm5lbZCJuY84susRxux/ZNU7+pU5XEGIc3bwKVpqr8e6LtwVjQcz1Eq9thC99kpqyq4knU7jCyzi9A6w5ptlaXmCppqr8gZ6EJkkGpWZaDyYVWgbnHqTqrIDOeYv7bW3MLnwPl1bGqtmlj5Brymk2Cp+jrLCTlb9wznBfit6Rp5jT+vtJNNhBiZep77yGMUF2dTceCLC3HJPRn7Aam5ibvllNprklQot3Y134gnMcLr/OFUlh6gs2U+BoZ4h1x9IpY4wNPU6Bzsu/ygrZFoCoRWUCt368XK9AsQc9Y/pGT7Bke5fEAy7qC7NFixbcg0w5/gClcpAdclRLMZaJBIJfWO/pabsCuJJcTW4d4shez7E42H6J37Lwc6H6R17gT3N9zE88yb2ZehqvCMnRZNMZXfnmgxVdDXdzum+X3G487HMM6CQaxEus3pe808xPP1H6squRllvxqArpLRQXN0Hw26WnH0srl5EEMIoFGpkEiV6XTFGbRXt9bdwbuC5dcZaeMdjbMe/S7BPp9M//re8T0hGRf/ULTPb9Jble23ZFejUNs4OPEVn4+0iNVOIMmn/CF9oFpVST7G1g31tDzA49TsaK6/nwugLNFVfg82S+4Am8vD4AWaXTuMLzdHVcAcSiYSOulvpXc8Hb591y/JYoG3gQMdDfHDqPxBPRDk7+CQaVSE1pVfk6MLPLn1Ghe0wFcW70CgLODPwJPva7ke1bUbk8gxnKGTboVRqObrr5/SNvcak/Qy2wlo8wXEMulJqyq/EpC/LCspCMoHbO0Zj1WO4fdMkkzEKzY0UmhvXtcPfJRLz01j5nYxTk1QiSsw6XL2s+cbZ1Xx3XraAUmEgEvXnDBYbWFkbxbU2gVZrpLpsHwNTvyUWD2I21NFYeVXeRqNUanNmnxBiDE+/gUSiyFDf9rXdz5mBJ5DLtTuyMyJRf4bjvNX7tMS6G8fqRSqLD2VtL5FIMBsr0KoLWF4dwWatQac1cHbwSZQyPa11389JG1WXXsHYzB/pbhYDuMM1QDqdyJtf1moshCLujPWh2zeB2zvDvrbN8pbFVIV95fO8nwdgYOJ31JQfpsjUzsjsWxzpFu8Bj99Oc/UNmft1zP4ObTWbVE+lQotUlruCtBhqOdz9M6YXP+J0/xN0N91FKh3P0Cy3WzRuR3XJMZbXegmEnHk7vLd+9pa6b693JKeRSeXE42FGZ98lElujqKCZva0/yTleJL6GQVeETFZOQojQN/5qlr7UVmwU/Pe0/gilQoNcpkKh0NDddNc6tfOXNFV/B1vBpt58UsjtdTHqytjdfCen+x/nYNejKOVqFHIVQp6+mEQiwvDsW6RSKY50/WJdQVRgYOLVTLDXa6001WQr0aRSKTy+OZbXBglFHARCHmQSPxZTfo2kfPj3mtn/m6BRFeQUfdLbcrW2gia0aisfn/uPaFRGRqb/QGnhblpqr88IGKXTaWLxAHptEVfs+nv6xl/DuTZKW+3N23Jv0hyu95zjDL7gTNaM1WKqojSyi+HpN3N4szvxz+PxEBdHX6Sh+ghO91herZMNOD2jHGgXZ0xFBY1o1GbODj7F3pYfZ/Hdo3F/3kAoasifZ3m1B4VCi14n2p3tbr7vMnr/v6Gl7kbRLs/cyvTiKZqqxRvQqCumu+luYvEgM0ufMD73HuVFB9BrbYzNfEAo5mBP6707ppsKjA3ML/fk3NDOtXEm59/HVtDMoc5HuTD6ArXlV6BU6EilBFzecYZm/kAk6kWjKqShYpPKuBHs1/xTDE+9S2vNTVgtm4VciUTCwY6HOdX3K3a13LWe+98ciDy+BYam32Bf208yxe4NVJce5OLo8znBHsRu4jODT7K39R7c/nFIKTnY8Qje4AJjc38kHPFQVnSA6lIxmG91korG/Ewvfsrhrp2/+7qyq7Evf0FZ0T6Gp9/LEf4CMhaK2zHnOINCoc6wv5Ipkb7Y3XwHdscZzg09y+7mHxOJuYnFQzlpLqVChyDEc5hrUomUhorrKLPuY2jqDZaddmzWWoREEqd7Qrze0o1rK93yf/Gn6bmzWEyVKOQawlHvNk7U5iudugy5TM3iyiDR2BOoVEaqS45SYNrZWlMqlWZqU+VF+xGECEPTb9Kep1u1Z+Q52upvzNQXZFuKo4WmJg531TBq/yNzy1+yq+UeSCV35JvrtcXsbvkRZ/uPc7DjIZRKXU6scrh7mZ7/nLbaW7KutVwqJxoP5Bgzbf9cVksNFlMFfROvUWytIxLzUVv2TfpHP9zxemzF1yrY52OU5ivMhcJOSgrrSaaEvGkEj9+OVr1ZQOpuuoNl1+D6TOXOTKuzTmXDH1zK6G3bHWfx+MXO3O37rCw5wMjMMvblLzPNU6lUCkmeSzyz+AXL7gG6Gm9HpykkHPHi8oxSlOP7c10AACAASURBVKcYFwitIN1m4qHXFnGo4xHODj1NZ8PNmA01hCMepJLsgWXDQEQiFWV697Y9gD+wiEE3RqG5gXNDT+cIoAH4g6KTlGVdM6TQ3Ix9+UW2696plHpaam4kmUww7zzN9Nw5gmE339j7M9KpJOSZGYKoMDq/ci6zP49vjlH7u1hMVexvfyiTDhOEOAq5ONBKpfKM1LDIbLAzu/wpoYgLqURFLBZhaOoNYokQR3bwmJVK5RzsfIQz/cfZt6W5zuEawO74koOdD+ft3BVF8VJEYv6sLkxBiGZMqnWaQmRSJf2Tv6WqdB9mfQXmxrsQknEWnec4N/gUcpmWltrvU2hpZMk5yPTSR+vGLTs/hsWFrUz1fcTy6sg6kyj3c4n1nFRWcPEGFll297N/i1ZOastMs7r0EGZ9NWf6jxONhbn6wH+fs99CczN2x1nqK/PTaQPhFYRklGQyTiDkIhxzrKdV15nnOXTJNIIQxxdYRastyMgvZP4q2cpVF/+JRIOEwwHKbK201d2SN1W6FdvZLNWlx5icf5/xub9kGYAMTr1Bua070wcAoFaZCYScmTqfTKakve5WvIE5zvQ9TpG5DbViZ1aQXlvE3tZ7ODv49Pp3JU4uw1EvQ1O/R6cp5ugOTVYGTSlu7xSFlvwyEACxeJALwy9QV3E1Ps0sxeZu+id+e9nrsRVfq2CfD9sLcx7fPNNLn3Kw46fMOk4z6/iU2rLsbkqH+yL12zjTJUUdFJjquDB6gsrS/VQUHaDQ3EwwukAh9cwvn2PNP8GuPIF+A6213+f80PPo1Tas5iaCYSfqLbPEeDzMxdEXsVnFmevGftrqbubs4JMUmptz9j23cjJvwUup1HK0+7/i7NBT1JUfIRLzU1Kwj0DIyfjcnxGSUaymXAORmaVPaa27GZ2mgPrKBOeGnuFAe3b35eDU6+zZYtOoUGiQy3e+VWQyBUXmNuZUPUikhThWe5lceB+ZTIZcpkajMmPW12LSV61rrhtJpwUCISdD029g0NrY03JfTlpKKpXknemIzIYaCkw1AKy4x/jywpPEElEKC0rpn/w1EokCnboArdqGRlWEXmNFodCgkKvZ2/YTLgyfQK0yMr34Ob6AnQMdD+W1oNtAbfk1LKyconE9YAhCnNP9x8VVwvrkQK0yItk295PLlFSXXkF16RX4gotMzv8Zf3AFt+ev1JTvZy0wgcPtJxr3IyRjkE6SSqcygm/JlIB7bQmNRseqZ5yK4tzioUZpJRBczqT/BCHKwMTrHOp8OOv6bZfbMBlKUatNBEM+zg8/i0FbRkvd9zKFxkJTM30rr+YE+znHORac5yi01LO39X4uSE5gMVQilaioKs1d/WxFz/BzHNv/KHPLJ3N6DvLh/NCzlBU3UGhq4fzQ05TZuqkquWLH/pF8K+mGym8zNP0mM4tfUFv+DWaWvkQuV1JelF0oN2orWV4dziF1mA1VNFffwOm+50glE8STAZJJAalUiVphQCE3otcWY9KXYdAVsbftJ5wfeha5XMHM0ic4XEPsarr7sibhDVXXMTH3px2DfSC0TO/Yb9jTci96rZWViT6MenGFPTN/6asuI/A1C/bhmCfHN3Or7nY44mFo+k0Odj6MVCqnrvwbnOk/js3ckZXuCEVWczoZQQygh7t+xsjse/S6X6at/jZGZy+xsHyeVe/Yeg768jZge1vv41T/L9nVbMbtnUGnFm+c2aWTLLku0dV4e45ypVQqxaSvwOUdwWbZ7EZMp1P4g46c7be+73Dno1wcfZn5xQGKrFWYwuU0Vn47xxAhs0+EjBVdkbmNVCrJhZETGfu3hZUL2Aoac5gvaqU5r5kJQDi6xoWRlznU+Qgj9rdprP4W6i1t3MGwm8WVXuZXzpNKxVAoNDhdcyhkf6a78a4sXZLsz/fVbR4u7wiT8x/Q3XoDWlUxZTaRzppKJfEFllj1TOPyTBCNeYAUMrkCmVSBRCpnyt6DU29nT8sPSZG+nMgnRZZ6phf/Cqybig88Ieb2tzFb1CoT8Xgoh2EConxCRfF+xiLvk0wlicVDJAUJZl0DBltR3vcAnBl4ggPtDzGz9Amn+x+npebmLAqkxdiAPzyXCfbnhp5lV8udOflsQUhkpQrsjrOYDaXI5TJ2N93LqnecS6Mvkkqnaan+Pka9DYk0vX49U0zNf8yqb5TSoi4Odj6CTCpnzWdHqyqkufp7nB96FoO2fEchP5dnWpRTtoraP/kMZLZi1TuOSmmkvKidaMLJke5fMLt0itN9j9NUfQ1FluzO3UjUj0KeX8K8rfZm+ideZXDiHWLCWo74GYi9IsvugazfLTr7sTs+p8BUTVVZJ7FYkPryaykw1ZIQIkSiPqIxH4mkH6enD/uyl3Q6iVplZH5phFAowN72ey4b6EHsodhJqtjlHWZi9iOOdP18M6WWFl20NjSP/hZ8rYK9Qq7mZN+/0F73g8zNvpHGicfDXBh5gf3tD2Yt9fa03EPP6Asc7hQpi/mszbajteYG3J5Zzg0+TTgcQBDi7Gn58VcGelg3Fel4mLP9x9FpSikr6ubMwHFsBU3rHOr8+2ip+R5nB5+kyNyaGcxcnlFMupodjyUIMezLnxON+1AqNcjkShJCLIfquQGPby5Hcri4oFMssI2+THfT3dgdX+Y4aQHYLB1ML3xBW332KiMS9dIz/AIHOx4WtceLr2Bk5l12N29SSfVaK821myupWDyEP/AEkZjvsg/75YJ9Op1mcv59ghEXh7t+wbJ7gFBoLeu9FlNl3sATj4fpGXkeg64ItVJDNOFkeKqPZCqGIMRIJpNo1FbM+jpKC9sync0KuR6Pf46hqT+wq+n2rCLu5nXqZGrhc1rrsk1v1vzTTMz9FY3SzO6We5BIfk1M8GAraECjvnwgUCrUSKVy6iuuo7L4COP295iY97Gr8S6USh3ltg6GZ96isvgQfeOvUl95ZV56pVKhJxL1odVYiET9LLkucKjzESYX/sqafy5j3h2KuJld+gT/9AqhsD+jsVRVcpCGqmzfVKenj9qyY6Iva8uPOdP/JAe7Hskr3zA+98dM7amq+BBjs3/NuU4bSKdTjNnf53Cn6DXcM3KGuvKrqCk7QlXJIYZn3mJ68Utaa7+X4ac73aM59zeIyqouzzCpVJK55TOU2OoYnv4DBaZGLMbazMREpy0itk4NnV08xdLqBWzWFg50PIRcpuTi6AvsbbuX0wPHOdr9c5QKLUqFNq821sLKJSLRIDpNIU5PL5Pzf0IikVFbelVWLWkrFDI9vsBSFkFjZukTPP45juzKZi2ldqAaXw5fr2Av03Cg/SGGpn/PolNLR8NtpFIpkimBs4NPs6f1xzkzUqVSR1nhHqYXP6a+4lqW1y5SWbyzK3sovMbM0hcEwouoFDqcITsqpZqzg0+ua5RIkUpkSCRiimHjP7GiIEUuU6FUaCgw1TI08RFu7zSHux/MCBvtBKlUillfidMzRHGByAyaXzlHd/OPcraNxvxMLX6IP+igpvRKjnRdx7mhZ+lq+CGR2Cq9Yy8ik2npargtq2A7tfgRLTW5Fmel1r0kkwn+evr/ZHfbrXkDsNVUz9TCxznn0TN8gv3tD2ZSMGZjJXG7L+f9WzG99CGdTbejUmg5N/gMe9vuyTtA5TN7BpHR0Dv2CkUFLexuFtMqCpmWmGC/7HEBlleHmVr4kF1NdzI+/x56bQkSiSqL3phMxvGHVghGlhif/xNCMoyQjBOJBPjs/K/obPpejqnIBgrNjcwsfpp57fHPMD73V9RKE3vbHkAuleNaG0evKaeh6pv0DD2/o9MYiHRhmXTzO1QqdHQ03E4w7KR/8jWUcgMdDT9ASEaYWTyJRmWkuKAz775UcguhyCpajYWLoy+sDzpSCo2tzK2cyQiKiXz8H5BMxvno7D/hDzo5siu3YRAgGHZlVpEKuZrdLXdxfvCZrLZ+gPHZD6gpPZSZiNkK2phezN9xDawXpfdsev0KiQwrSSqV0lF/K3EhSv/Yb1Ao1DRX34gvPE/FutNVMLzK8lov3sA8ghDDamyms+GHJJIv0Vkv6sbPOXqYXzlHGgGlXINGVUAg5OFU36+oKN693h27RWcrEUEuV9HZeAsXR17a0R4SYMF5isPdj9Az/CyNlT9EKpUTirhZcp1n2vEhpCVUlxzDZt1k+tRXXIPD3YPJUEYqLSqGKhWGvKuQVCq/Qcvl8LUK9iBytHc3/5iVtQG+vPSfEBICp/t+RVfTD/J27QHUlB3mzMCT2Ao6WfPbqWu9JvO3YNjF7OJJApHFdXXIAoqt7bTW3cDUwqcUW9tZcPbkNfjYjlQqhSBEiMT8BMOrqFVnAQmD02+gkmuxmOopMrdl0ijb0VxzA2cHj2OztJMQoiSEaFajRiC0zNTCh0TjQZqrb6S9bnMWY9bV4Q3MUFLYxf72n+Lxz9E7/gpSiYLOxttRytWkUvGMEYeQTDDv6MHtGyGVjqNQiHKvM4tfsLB8kba6m7JSNjKZAqVic8UUiwc5P/w8e1vvy5GOLSpoyqvSByIt0utfoLXmJgD2dzzI+cFn6G65A6M2e4YkyRPsA6FlLo29SkfD32UZlCsVOpKpy3OOByZ/D5I0h7seE82tpWoaKr7F6f4nKLV2ZWbwMpkyo4JaucVyb3zuz/gDq4Sjq6LshVSCXK5CJlVh1lei15Rj0pehUKjx+O1MzL2PSmFgb+tPkG/pi/CFZikt6kKtNNBW+316x15mX+v9eYPp8uoYZkPu6kSvtbGv7QHc3gnODBzH41tBEISsgux2mPQVROJuBqf6aai6MiOPazZWMDaXaykdjLooMJeSTieJxgI5VNmEEENIZguU6bU2mqqvoXfs5UwjWlyI4g5M0Vi9SQaQSKRYjFW4vXas5mz/2kQiwpKznyNbOPi2gm6W1/qzvg/luoy2KFb4MmseB4IQYnIhLNYPiq+goSLbOarA0MSaf5Kyoj3rbLBN0sHiSi+x+Cn2ddyZVbgFUbJBJhPTYmZ9NSZDGXPLZ6kqyRXqi8dDopetXEVj1XUMTr1FV+MP0GmsmZpPJOplabWHueHPSaVTVBQdpszWyfjcMolEhAujL1JZfGhH0cbtfP+/BV+7YL8Bk64anbqYGdc5tBoTs0ufgkSKUq5FpTSiVBhQSPUoFTqUSj3dTXdyYfhF0d914g8EIw6USg1atZWSwg7aTN/LmdG6vaMc7HwMqUzChP1DGrc5/myHVCpFqdShVOoYn/szx/Y9ysjMuxzqeJRUKsWSc4CRmbdJpeIoFLp13nprJlhKpVIKDHWsrPUTia1RVXxk/TwmmV78FIlETkd9/pb/ypJ9TC99lNGxtxizjTSisRCRaIAzA8eRyxUo5Dqspgba6m9FqzYTjnoRhDfY3/4AvsBihjZYWXyUinXNGp2miEDIiUqpz9D28uUiK2xH6B19IW+wn3V8Ql3Z5gOmVuo53PUzzgweF43gDZudkttTXkurF7AvneVw189y6IBKhY6EkD/YR+NBLgw/T33lMUqs4mdZcl7CZKhEIpHS3fhDLo6+kFeEagNOzwDhiIeK0nba62/KSjFtmNEsuS4yMf8XnKtzhCNhDnc9lNcYJhBeyYiqFZhr8YdbGJv7Iy3VuauuVe9wVoDbDqu5EfPaKMvOaTw+B71jJ0gIMSTI0KqLKTQ1Y7M2IJXKsVrquDT6G/S6gix5DlHjJltSOJ1OMzz1Nvvb7ieeCNE3/gqHtlFEV72jFBhzm7mKLG34ggtMzn9CQ+VV9I39mva6m3MGs+rSK+mfeBWrObsRa2zuPZqrbty27UF6x17Key2M+mKM+lIczkl8wRW6m2/NCdYbqCo7wNjs25QVZRe6E0KMmaXP+M43/g9O9/+KA+0PZREGPP4prFs+a0Plt8T0rKU153kcnnmXmjJRZFC0wPwkh8KqUZuprxDvgWgsgGO1h57h51hansDj/2cOdtyf02+zgXQ6TTK5s7fFTvhaBXshlaB39BXiQgCtuoCqkv1E42skkwk6G8QccTweJBBxEQqv4o/aEZJBhGSYuBDG51shkUrQVncjBcabLpsT9qx7uEolUiqKDnFm4AlqhSvy8ti3w+2zo1bpMRuq0KiMmS+6oqSbihLxIUulBOaWLzAw+TskpFAq9RSZW6gp/wYXRl5AJpNTWbyfMwPH0aqL2N16346mFyCqJ8biuekTk76CrsY7+aznn0mn0uxpuS9vB6tjtYeqdcqoyVBOt+EuEkKMBecpzqy3Z5dYu5ic/5hwxEl34507yhkrFRoUCm3ODZ5MCbjWJmnsvj5re7lcyZGuX3Bu6BnqKo5kNIM2gn0qnWJk+k3SkGNykjmmUpfX8m7J1cfM4ufsbvlRVqrIHZik0iayMXTaIkqK2nfUwQ+Elpmc+4wj3T9ndukznO4JSoo2abJyqZwyWydltk7cnmn0mot4Agt57fHE65AtQldTdpTBqTdYXD2f01wVirow7vDQuz0zjNrfoa7yGFXlrcQTUXY1iVTOeCKEL+AgFF1kYKqXVCqGIMRZ8y6xvyM3/aDVFOILOjKCgkuu81hNDcjlauRyNQXmahadfZTbNgcJ59og7XW35ewLoL7iOi6OvsS4/VM0anNOdzCI0hkymSJj2QgQDDsJRzxYLTVZ20qlogrndtXMVCrFxdEXKClsZU/7TajkRdgdp5lfOUdbzc05RWqlXE08Ecw5l8HJ39JadwtymYJdTXdzafwVDrT/NDNArfknaau9NbO9RCKlu+lOLo6+lKP1H4t7s6wOm6quZ2Dyd+xuyU3JAqhVBmrLryKaCGExBwiGPYzOvkt30515J3bxRBjZDi5yl8NXVxz/C0JCCFNXcRUHOx6hs+F2ZDIVaqWJppprGJ5+C6lUilptpMhST035Qdrqr6er6Qfsab2HQ52PUGitZE/b93F7x7+S6TE+92eqS78JsK6TfjO9Y6/8Tec5Ovt2ZpZWVrSPibm/5mwjlcqpKTvIgfYH2d/+EO21PyASCdI79gqutUXmF0eZsp9mf9uDdDX+4LKBfvP65Aa7SFQ0aT7Y+VM6m25mYPK3OY1oAGv+WYq3tdwr5Cpqy67iUNdjVJbuZ2DyD8zMnaO0cP9XsgCqig8zOpttPja3/GXexiQQH+ZDnQ+zsHKR+ZVTCEIcqUSUmT478CRmQ31G2z8fZFJ5Du2xf/y3eALTHO56LKcmEIm6MG1hLFWXHMPlHSMc9WZtF0+EuTT2KgfaRZ0Vg7YKl3dox/MYm/sTzdU30FF3G/0Tr+X8PZVOkUjkdmZ31N/GguMi3mB23SGfL6uQErgw8gJL7vMc6HiYIlM7CoWO5prv0D8hmskpFTqKChqoKbuS7sY72d18Hw0V36HAUs7Zgadw+yay9llkamPOIRrMC0KM2aUzWUqX9RXfYmbp0yxZimg8sOPkJ51OY9BUMDz5Z7Qqa15XORDvk/GZzftkZObtHTtercZGnJ5NLRiR/vorasuvoMJ2GKXcgj+0zO7mH1FpO8q5oadZdvfl7CeeiGXlvBdc51CrCjI1C4POhs3SztTCB5ltEkI4I9GyAa26gOqyg4zMbOo4LjovYbNm98tYjNUIySjxeP6VpyDEOdN/HL22kKO7HsNiLqGj4TYGp16nb/y1nPx8JOZFpcjPOrocvlbBXqM0YdJvznLmV07SUnMjNksHkdhazoO6Ffals5QUdVBVcgWRuIcV9+iO2wpCfF3HZHNUNerL0ahNuDzTlz3HybmPqCrZl5lRFFqa8Ya+unAolytRqrQkkzEsxlIKzKWUl3TRP/kqp/ufYHDyLaIx/2X3IZMoiWy5BsGwi57h59nXej9GfTGlRZ0UmlsZmHw9q+ElFg9lyQ1sRTKZwO74kgn7+9isjZSVNCCkvZzuf5yx2Q/yatKAmF4Ihpcyr1PpFI7Vwbza9Vuxp+VefEEHQ1N/wB90cX7oWboa7tgxd7kV0nUhtkjUz8lL/4mSonba627JO7DLZLKsjknJulPXpdGXs8754siLdDfdlVmhmA3lhKLOvMefX7lASWErCoUGi6kSg7aEueWTWdsEgstodiju7m9/gIGJN7O+Q/m2Gdzc8lnO9h+nvuIqOhtuRyFXs+jso8BYh9VUj5CK7PgczDvP0Vz9HY50/4KF5Qv0jr1MLC7Oci3GaoIRUZtwfO5PNFVls2RkUjktNd9maOoNQCyAbi0cbyAeD9E7+grnh59BpzVSWdaMVKKlZ+Q5Lo6+yMraUFYjZJGlBV9oHhDZZyqlJa9VH0Bd1VUsu/sBkUhxuv9xuhpvx2oSi5xqpZlYQmRkFZiqOLrr73F7Zzg/9ByRLc+OXlOMxz+/vh8Xc0vnaK39XtaxasuP4g0sseafIpVKEk/k71IuL9pPJObG4xP3N7d8KsuycgPNNd+lfzJ38Hf77JweeIK2+puotB1CJlMil8nQaQrZ1/YAlcX7ODNwnKmFTzPvicX8KGR/m3rrVnytgv1WpFJJguHVTNGove5W0eR5ByytnqeiSMz3dTbczuT8BzsGz1H7e1Tn8TFtrr6Rcfu7Ox5DEOK4PKNZX7ZUIkWrthCPh3Z8nz+4wun+XxFPeDjc9TN0WgOHuh7E6Rlmd/M9HOx8hBJrOxPzf+Hs4JNcHHkpc3NthclQjzcwC4AvuEDv6K852PVoVmGtuvQgWnVRlgPV8lovpdbsIByKuBma+j3nhp5GklZwsPMRuhr/DoVSTVPVdzjU+SgmQzE9I8/RM/xCToCRSCSYTVW4feJAt+Q6T8k28a18cLoniCcizC724nTPoFRq6Jv4DRdGXmRw4h3mHBcIhfPzkaVSGQsrYhDb3XJvXr2jDchluZ2YGrWZ6vJDjM6K12Z4+g0qSw5lrWJEg/X8q6w5xylqtgh2NVVfz6Kzj0BoOfM7X8hOQR6xOvH8RWvAC6MvkUzG8fgXM6SDcFQcYBOCn8PdP8Ns2Cxqun0jmVpHa83NeVcUAOHIMhZjJVKplO7mO6grv5YLIyeYWz6Z0aYPhF0Ewq68ht6F5hZiiQDhiAenp58K2+YqzeWZ5MzAcYZm/kBt2TEOdjxMuW0/EomEmvKDHOp8jK6mu1nzznJu8EkGJn+L1z+PRCLBaq7FuTbBuP0DOupvzTnuBjZkBVyeCS6Nv8L+9gez6K8atZl4IvuZbq+/mdbam+kdfQm74wvS6TQVtv2sBcZIpZJcGn+Nfa35WTV7Wu5laPJdnGsTaNU7a9B01t/O4PQbRGNBNCpj3i5fo64MqVRGJLp5fhNzHzG79DGHOh/NkjfeOsAXmBo43PUzFHIlJy/9C861ceJJH/odlEsvh69Vzn4rVtYGsJo20w5aTQFWcx2LK72UF2c7QfmCDoz6skyuT5ZR1Xs+b2t9MLyMtS7X/1MhV1FTfoSxmT/TXJvLD740/gptdTflFKIqig4wNvc+nQ3ZN7KQEugbe2X9fO5FrTKQSqeIJ8JoNVYKTNUsufooK+qm0NKY6a7zB1dwrF1gcvF9UqkUpda9VBTvprJkL1Pz76NS6hiZ+QtHd/0iL42yofJqRmbfZXrxY+rKr8blGWdP832k02lc3jHsjpOQTtNS8/2cbsKNwpBEIqXE2k2JtRt/aJmJ+T8TjnioLrmCMpsY1KuLr2Bg8ncUGH/KnKOHI925/P1AyMnM0heE171yTfpKGiquIxrzIJHKONjxCKl0imjURyjiJppwM+88SSzuJ5UWSKUEhGScdFrCsnOKYMjP0e5HLyvIFU9EkMu1ef9WXrSfHtcJRmb+iEyqotyW6yqWb6AYn/2A2oojOdd7f9v9nBl4isNdjyGTKfAG7Fm53+3QqIy01HyP3rFX0KhsFFrqGZl5h2BYrJNo8zC54kIwMyjoNAWY9CU418azBLyAddri5irHpC/lSPcvmJz/mDMDx0mnJfSNvXpZSmFb3a30jf8GlVJLTek3Gbd/yKpvFKu5jt3N9+R0QW/lg8ulclrrxD6NSNTPmP1PxOa8qJUWxqZP0FB1DH/IgbDO8kmlY2KtIRUhIURIJKK415bw+1/j2kP/Q9bKDMRifz6fBr3WypHunzM1/wlnBo7T0XAbgdAKo7PvUFt+LMshLnPeqRSRqJfSwr2c6n2K8uI9TNo/Xx/sFchlSuQyFTK5CrlMSV3ZMT46848c3bMzG6q5+gYGJl8TvX5HTmCzNLGn5b6ceKFWmQiF1zKNnxKJlKqSI5QV7mVi4S9MzZzDYilnwXkGuexv95f62gb7JedFdm9p6QfRyu9U3+OUFnVnBfDR2XfprM/2ldRqLLTW3cDFsZfYt0UGdck1gK2gaUdJhLLCfZxdfpJ4PJx1k3j8CygUakyGipz3FJjqmJh7P+t3k/Of4Fwbpq3ue1mztDXfDAatOMo3VFzH6f7HKbF2Zn0ekX3wXUCkQC6v9dE79iLxRBiPz8mKe4q9rT8iGvMjk4k3o2hwvUUXu+ZG+id+x6zjC2KxELOOT3CujWHUVbC75d4dawTJpJDTxWzUldDdeCcJIcr8yknODDyBUVdBc813kUplLLvFNAOIzJjphS/wB2dQKFToNEVU2PZiMVZlCrIO1yC2gmZCES9rvmkKTHVoNZZ15k9D3vManHwTldJBRfEuRu3viMFBiCKRyDBoKim37crwwR2uoSzlS1/QgcPZTzC6hJCMEI4EcKyMc3R3frne7Q9jKiXg9k/QWH1dzrZyuZqm6u8wOP0G3Y13ICQjeRk6W1ForsMfXKBv9B1cnlGaa67Ocm7aDoVCk/V9NFZ+h7NDT2UF+3DEg1qVv3mrofJqym37+eDkPyCVyhmd/QMSpLDePyL2jmhRyLXIZRoS8SQu9yhC8lkqi/fTUPXYjvIF6R3SfBq1kV3NdyAIMc4Pv0A8EWV5dYC44EOGEolMjUquRanUo1GWYNbrUSsNRGIBFHINF0bF53br4CqRSJFdJvjVV15FZfFBLo69jGNlAo3aQMjiwe74EplUKtDwkgAAIABJREFUjlQmR7bu9yuRSFEp9GhUBahUeoRkCK3WRDotkEoLJFIR4kKSZCRBKiWQTCUQknEuDP8Gg74AmUyOVCITe0UkUpQKHRqVBV9glU/P/xN72u/ErK/Oe55mXS2Lzks5QoFyuYrq4itYcAyiVZvpbvohUqmM0alTO37mrPf/TVv9F4ZYPIiQSuTMoqRSOS2132Fg8nW6m34IiKkVmVSelyJoNTXiDdiZnP+Yhkrxws4tf8HeHZZ1sF6srb+V3vFfc3CLOcLIzJtZ0rPb36PTFRGOeglH1hibe4+qkr0c7nosZ1BxegYytC2pVE5zzfVZn2c7VEo91SVHqS45Sv/E73CtLaJU6JhZ+pxUKk4yFSeZSpBKJZFKpetNYVIk6z/3j/yZeDJMZfHhv6mXQCZVkhAiOVQ9EJtq6sqvobbsala9Y/SOvsia18GC4xVKbQ30DD+LSmWi2NJOc/U1OTOzDcw4PuVA209JkWZo6nUKTPmNKzaw6OwFSZI9bXcRCM/S2bB5raLxAL7APA53D9NLHgQhxrJzBp3OgnNtEJlMhUZdgNlYRXXZQdQqE6cHHudw96OMzLyFyztCc032Km77wzgw+Xuaa67fcYJgK2jCuTaIY/ViThFdSAm43GO4fZOEoitACoVchVSqIJ1Ok0oJ2B2ncXkmqC37Zs5KKxoPoFJkNxLK5Soqi/cxNf8p9ZXfBGDWcZpCU67QXjqdxuG+yMzCSeoqjqJUGmjeEmQ2ekfCMS/RqJ9AaAVvYAkJUjQqExZjw46BHvILFW4cd2m1h9nFUzRVfRcQUMi1lFi7M1r9+RBP+NnTcjfe4Bwn+37Jrqa7s65JPp+HrZh39pBKxVEpdahVOjob/g6VUrdjZ7s3MEeZrYVo3IdJX75jL08o4sYfciIIEXY13p0lfZFKpYjGfPiDy5AW5aOXnH07BnuToYpFV0/O7wUhxsXR/4+794yOrD7XPX+1K+cqVSmWcs7qVnerkwk2OGDAGGzAgDE52T4+98ycdb/Ml/ly79w7a74cG5ocTAMGDDbH2AYDtjGGbnVu5VLOOZRUOe/5sKWSSrVL7Ttr7jrDPGuxgNJOtWvv9///v+/zPs9Jrjnwn+gefgtvcCbrMeTwpQz200unKd9kyuyG01bL5Pwp/EHJnm9g4veUF8mr9gFUuq7jovuXrK6PYdQ70etsssqHO2E25GM25LK0Okieo46x2c9w5e1Do5bXNkkmk2gEB38+/d+pLDtER9MjWc+x01ZQ+j51TM6fTn2fbOga+hU2czE3Xf19yUKu8uas17OFS+6TlBW3Ewx7mF+9gC84Q0PFd7LKHoOkRR+ObMgG+y0oFApy7fX4gits+JaJxSNUuq4jN0d+Vr4Tq54xciylKeZDJOJLdU7KYcM/z/TiGUnITCEwNvtnqoq3Vx46jRmdo5F8h6Sj4gss4Av8Eqe9lJbqOzKOt7gipSQka8YfMbV4SvIPaHgwNSPf+TJGowFi8UBWXvcWmqtv469n/09CYT+d3SdQKlWoVFoEQYPVVER+TjNW8/Wp32zZM4BC1BKMLEmSyd5pZpZOEwgtE0/EybM1U+46wvTcOdkaQEn+UU53P0WF6ysIggpvYJLaXX0i3sAcfWP/jt1UxvF9P2Nm6RyJWDqjaWfviE9QMzzzJ64/8p8Zmn6f0vyruOQ+SY61lKrib8h2AcsV/r2BOfpG/x2HpYLj+/6ZUHgDtVLP/vp7OdP7HDqNVVaCACRar0IhYDeX09H0CJcGX6PQuZ+yQqkeJ2fVl0wmGZn6hJWNIUoLD3Gk9SdcHvwlhbn7cE+8z766uzP22cLY7Kc0V34fELng/mWagOFOTC+doqbkW2jUWi64X0mTHBEEIbUynVz4lI7mx1lYu8znl/+Nlqo7Mr6rXmvNME4SRZFLgydpqLwVjcZIe8OP+KLrSY7t0RuyG1+qAu2WGcDq+mgGTXAnGitvo2f4VwAEQos4rNmDjEKhoK32bgbGf0fv8G8oL7gm67Y7UVt2I0NTHxJPxllY6aa0YFuCweOdpW/kd3R2n+Bc//N0Db9BOLqMSq0lFg9nDfTxuMSFzvg+FbfSk6XoBnDR/SoOWwVlhVchCAKtNXfSNfSmjMTsNi65T5LnqKeh4kYEQeRw82Pk5lRzuvtJphbOZd1PozITCu8th7C46uaLrp+jVErm3fsbv8PQ5B/xBeRZLDsxNP0hla7tDueywquYXpJfpsbjYbqH3qS9/r7U7NKoz2XNOy67fTji5fLgG1y1/18IhTfwBzOvZ2z2E6qKts9fmn+MxqpbON19gtV1iYm182W8PPwr6spvyjgOSPouq+uj9G4WuiPhIEkxSWvtXRxqepT9dffRVnMX5YXXkJtTlTY4j838jZaaWzEb8/EFlrFby2iouIWDjQ/TXn8fWp2e7uE3GZn6lEBoKcOxSKFQUF9xA93DbwMShXMrGEdjIXpG3mZw4kMONDxAfYWUEkwkwmg18taPq+tjkqNT8yMY9Hbi8QhWcxFHW3+MzVTN2d5nN6mZ28F9d6CPxcP0jP6awYkPOND4ALXlUr+FL7iAXpuPUlBxqOEBukfeSitkbiGejKdRPbUaE4ebHyUcXebS4Gskk8m0YJ9MJukfe58zvU9jNuVytPUnkk+1CEpBS6FjPxZTAYMTH8h+51DESzQeQqMxoNEYKXC0MT7314ztRFFk3TuD3SLN/EsKDqaK/LuxlXIrdOyno+lhxmY/oWf4nTRWm0KhyHBmG5z8Pfk5zSl6qLTqv5H+8X+XPY8cvlQz+1DYw6pnFI1yb46pXmshz1HPub7XKHA2pqtkikkisQDhiJdI1Ecs7iUc9SAoNEwv9BJLBhBFUCnVKAUNSqUGQdAiKLSolXo0aiNajRGt2kxRbhsfn/ovOO1VnOt7ARQiapUOoz6PfEcj9RXfSqUq+kZ/z4HGu0AR54vLP+dQ40MZKocr64PkmDIHJr3OSr6znsn5Tsp2Scie738JV/7+lEEFSIU3m6WcyYXP0tghW7jofpUCZyNFzk0GzmYRLc/ejNPakDL/bqi4NU2SAMCozyeWkGcx+QJL9I6+g91awuHmx1EpNQxNfIrJmMuh5oc40/s8B+rvy6oAuOGfx2zMTQt6hbktdPY8nTYAbOFM7/Psq787rUmsvuJm+kbfxrEr9SPlU1+RpAtUGlpr76Jn+M00eYH55T6cOdUZfGqLoZCjrU/QM/o2y+tu6su/jVqtY8M/j05jShMdi8VCLHl6WVobIBLzY9QXUlV8PQadjTM9z1Jf8R0uDPyS41k090EyYNFpczaVW6+nd+TtND9VjVqPK/cArtwDRGLPoFHbuOQ+iVKpxGYpo8hxAIM+hxxLFeOzn+H1L6JRmRDFJFOLp5hdvERD+S0ZZiWxeAiLMZPSN7fczcxiJ4dbHksNGLF4NKWhn++oJ98hPZ+nu09QUXycQsd+4okwSqUWURSZWTrD9MJZ6kpvSnnjbiEQnsdhk1ZGarWegw33c77/xYxO6fmlHuzm8rR9FQqBurKbWPb0c6r7F+i1NmLxCO7x3xMILVJRfDUNFTelxYAVz0iKxVPp+ho9o79mavEMpbu6c8fn/kxd6fZAXuE6Lqno2lvSlGjXvVPotduF8+K8w1wYeAWPdzZNnXTDN49Rv72fRm1kf/29LHl6pfet8rupYK5U6lLNZrMr54gnohny0Xn2GuaWsk/MduNLFezVKj2fXXiGovxaLgz8ElFMkhQTiCn97yQgokABClhcnkIhRPF4x0kk4yQSCZIJaXagUZk2dajzcNqa0akL8PqWqCu/AZu5nEQ8QiwR2WQGSP9IzIAwseQGocAiS6ujhEIbxM0h2hvuyWAi7EQgNEdN6VfRqI0Ydfmc7XuB2vJvk7dDv3rR00dDFlvB8qKvcrrrKUryDyIIKpLJJOf6X6DCdUyWYlhTch1nep4lx1KTRuu66P4lBc5mipwHUp/tfKEEQUml62sU5x1mcPIPDE97N9UVpbSNzVzEkqc77VzReJjuoTdQqbTsq/thWn9CJLZOjqoUjdrIocYHOdf3IoeaH0nzYN3CwMTvaKvOrE3otY5UoXYLl9wnqS2/LkPdUaPSEYn401I/4iZfvr7iptRAo9OY0KjNrG4Mp7xmx+f+mtWkWqXSsr/uXqYXT9HZ8zRajYm+0Xdpb7gPX2CZhbULeP2zxOIx8mzNtNXenVFTUgjSQNxUdTMX3C9xqFGeuTEy9WfaN+s/Bp0NlUqbQQgAiY5p1DspKzyUcsJaWh2if+w9ksQxG/IpdBzki0sncOW3cLr7BAXO1jTNmZ2IxYPodwkJjs9+wbpvjIOND6UxeXQaG4HgMmbj9v0vKzxCWeERBsc/ZHLuBK7cg0QiQTp7TuC01XFMxmULwBtYoKRgm+qs19nYX383nT1Pc6ztn1KD4ur6ABWua2WPkWtvRKtx8NHn/5X1jXna6m/DaZNvwlvyDJCfsy2P3Fz5Pc73v4xenZOinCYSMTZ8czRWpKtottffx/mBl9MUbKeXTlNX9u207Vqr7+RM77NpbL/phTMU5GaK1OXZm7Gbq+kf+w3TC1/QWvMDSRRxpR+Dwcb0/EWOtMiTBVprfkC3+0PZv+3Gf1iwVygU/wT8FIgDfxBFMdMqZxfiiQgGjQ6rqZTSgo5NFUolgiBVvRWCMrWc3/BPEwq/iVZlpaUme+flFgYnf881h/6Fi+5XOdr2E8noYg/6XjjiZW6pG1dBDVazi+6Rt2itvnOPgJ9MzViNeidHW39M98jbrG0MU1++xazxyUrDgsTXb6i8ictDv2Jf7T2c6X2a2rKvpxpK5HCg4QE6e05s0v40XBh4haK8FgodB9K2kytqadRGWqrvwBdY5PLQa+h1Tpoqv4vZmMfkgsSpTyaT9I39lmB4NU1qdidiCX8qNaDTWjjYeD/nep/jcOuP075rMLyOTm3MsAQEaKj8Tlqhdnjqz1hMheTaGjO2BSjJ/wrTS5IkLkDv2LsUOffhsKXPKFuqb+d0zwmOtVZJLCxHXVb1yS248o4gKIyc636NeDKCUvU6KkFPecE11JR8a8991Zv86RxLFX7HIgPj79NQka4Bs+6bQqUypLGhKouvo3fsXdrr062bR2f+SpEznRqa56hNKSl6/YsMTnxAILjO9Pxlvnb4X2Xv7xZi8TCaHZ2ZgxMfkEiG2Vf3w4w8tVlfjC84nxbst1BX8S2i0QAfnf4/iESCXHf0f8VmzpQe3kIyGclgf5kM+TRV3ZzmphaOemR9Gjb8s0zMf0YwtEZuTjkKQWB5fQC7pTKj+xggEF7Eat5mTikUAu3199LZ8yx6nQ2TIZeZpU5czswGQI3GgCuvfbM29HWSyQSB0GqGrIFaraex6mYuD56kfdOkxReao8Ein/JTq3S01d7N6rrkfVvg2M/y2iVC0TVZU/Yt7FVfy9j2H97y/0UoFIqvArcAraIoNgH/1z+yn0iSG77yv7PqHcSgt6PTWtBqjKhVOpRKdSrQi6JI/9jvuLr9nwlGVojLyAjshiAo0eusFOcdlETV9kAiEePCwC9pb3gAUYSakuupLb2Bc33Ps+SRb6Xf3VauVKrZX3cPBp1F0s0PeUCUZ3NswWYqIRwO8ufO/0px7iH02jyi8XDWLlaVSkNt2bfpHXt3M9C3ZQR6kIzC41lU9MzGfDqaH6XAUc/p7qeYXjiPKCYYn/k7nT0nKHA0cbj5UdlADxCLBdNm8Xqdnfb6eznT/XRafaJv9F2qS74pewxpti4VahdX3fhD87JpnS248ltZWpM6pMdm/4JGaaK4INPQWxAEChwtTC92Mjn/GRU7Ul7xRJS1jSmmFzvpGf01lwZf5Xz/85zpeYbF1W4USgGN2kRRbhsHGu7L0HLZDX9wFZ12O9CW5h8jngxLTKIdGJn5hObqdCNum6mYWDyY0TYfCM3v6cfqD88QTXgpzK+lre77dA+/xUX3q3i88h3dIslU8OgZfhuVSk1j5a2yBcmC3Ga8/inZ48yvXOBc/4vUl3+DypLDDE3+gb7Rd4nFMjnwIElKy8FuqaTCdYxLm13NKrUuNZtOJGJML57mbO+zjE7/hdqSGzna+hNybKU0V9+K3VjF6a6n8HjlOt6TGQQDpVLDwcYHuOR+jWg8zNxyD6VF8gJ0ZYVHWfaM4gsusuzpx26WrwnmWKowGHKYXbwAgFqtlR180r9zNdUl38A9/iETM5dwWquYW7nEwsoAHu80wZDn/5EIGvzHzeyfAP6bKIoRAFEUr1y5QyqMqVRaXHltTM6fSVXgd0MScapFpdJQX34jXcNv7WmBNrN4iVy7NBsqKzrKqa4nKXIeytDG37xWLg+9Tk3pNzHq7ei1DnyBZWwWF8fafkbvyDvMr/TQVHlbapYoyS/Iz9hLC76CUVfAJ6f/OwaDlVNdT6IUlAhK1eaKRUChUKJA+nc0FsAfXMcXmiMQWSCRiJFIxiXRLVHcNOrd8gCV0loz84PodRZaquUpbSZDHp6NCXLt2QvZufZGcqx1fHHpF6ytz9FSl79JHd17vpBMRjMGOqMhl311d9HZc4JjbT+VdHAEZVZHLpAKtcPTH+HxTnGkVZ4RsRNajZX+0feJJnzsq71781riUkpuMzUXi0cw6ws513sSjUZP79i7JJMRKR+dTKLXObGbKqgruTEthTI4+Xv219/G3PJFQqF1zvW/SGv1D/ZM480snMduTWfsNFV+j7O9z2EyFGA1FeL1z4OokF3dVbiuwj3xAY2VN29+F2mlKHf/g+F1ekd+jdlYxPG2n9E1+CZmYz6HCx4jGg3SN/4eQ5Mf4Mpvp8h5YDs9s1nQPz/wCgWO+rQO2d0wGRyEY+mF+kBohd7Rd7Eaizm+72csrriJxP3sr7qTVc8E5/pfpCivlbKCr6SuWxSTxGRICVvIz2klHN2gd/S3qJQ6fMElJub/RiC4TL5jPx3N6ekNBRoSiQgFuc3kOeq5PPQG04tnaajY9q/N5mOr1ZjYV3cPn5z6rzhzqgiG1lCr9KhUuoznrb3hfs73vYBWY2Rf3b2yxwOoLb2Rzu4T2MwVaFSZz4fHO8vs0nn8oTmJoaXUYTUVUVf+dUanPyMU8aPXJvGGJ4gn/cRigU11VzHVF/CP4j8q2NcCVykUiv8ChIF/FUXxipUGlSD9SKX5X6Gz54RssN8ScTq+T8oPWk3FKBTSC2DIsoSdWTqT5rnaUn0HAxPvpfS4d2J4+gNyLJWphhWzwUUgsoANl8SEqb2DFc8Ind1P01T9XezmMhZW+rHu0iQPR7wsrF5idWOUWDyCWqXBoLdypPXxPXnLFwZe4mDTD7nkfo2j+352RYE0URQJhU9QW3YT5/tfpMDZSHnhNWn5V4M2nxXPaNZgH4746B9/j3g8SGXJMUTxM+aWe8mxNKQVoOSgVKplA7PZWEBLzfc53X0CndZGVck2LTAc9rLmnWTDN0ck7iES3UAkwfziGAV5lXQPv85uU+uU0bUo/Vcg4GVt/SKuwhqpOzSZAIWAUqmWuiAVWpSCGjGpJBLzUZjXQEvV7Xs6ZwF4fBP4AkvUld3Eoqeb2rIb8PoXOdf3AnXlX8+wytuCNzRFefGxtM8EhUB7/Y840/MsR1ufYGTmY5qrb5fdP9fWwOj0p6n/n5w/Q15OQ9o2oigyOf8Z88u9tNXdk3relQptqrNUozGwv+5ukskkE7N/50zv09gtZZQXXosoJunsfprKkqvJszfteR9ge0aeTMYZnv4THu8M++ruSa3kkmIEjVIKcA57OcfsP2V89gtOdT1FXcU3cVprCYY9GX0CW0gmk3g2JggEvIxMnJIUMuNRGsq/gzELDVml1JNIStclCCra63/EimeMMz1PU1f+DRzWWpTKdF+GyblOPP4xFAqpLphIxlheHcGt/D3xRJh4QpqMCIKQZmAUCHlZWplCpfo1KqUWncaMRm1GJRhRq4yb8uoGWmru5O8X/43q0msYGP0j3uA0CqVkxmTU50pkDvO30ogBPSNvce2hf6Fv7LcYDDmUu7LLXPcNfXbF3wr+JwZ7hULxCSBnhPq/bZ7XDhwBDgFvKxSKSlGGK6hQKB4FHgXJQQeklIsrbx8Ts6cod6W/QMPTH6YMArZQV3ZTBqNhC8lkEpVKnbask5o0BNY2RsnZMRubW7lAJOKntma7GJPnaGBm6XPI3U6POO3VHLP+hIuDJzEZnITDAcoKjuH1LzC/eh5vYB4xKVXttxq4LrpfwWmtZ2jqD7K65iApMMbiEUyGPNrq76Kz66m0ApYcljx92IxlOKxlHGv7KVPzZznd/RTVpV9NORoZ9XnMrVzK2Hd+pY/J+b+h01qpcn0Nq9mFP7iC2ThAS/UdXHC/Skl+h6ykwBaEPToaraZiChytDIx+AoqY5A2LErXKiNHgxG4twaBrRa+zMzl/GkQVBbl1sgyjnUgmk5zq+gUtdd9ErTJRVpgpTLWFS4Mnufrgzxie+lDWLGUn4vEIvSPvcXxT0nZLNsFiyudY2z/RM/prFlZ7aKy4NbNhTEyk+fJuQaM2sK/+Lr64/BR6vVW2cA0SHW/nM7+41pU2QfEFF+kZeYcCRwtHd8lSKJX6jFSmIAhUllxDZck1rHomuDz0OkvLk+j1JiZmJcaOSmlAJRjQ62wYdDmpPpSt5y0Wj7CyMcTg+AdUuK6lrizdsjIhRjKKyhWu45QVHqV35B3GZ/6O3VKDXpPLsmeUpTU3gdAcInHUKh2CoMFsyMdpq8bjGEet0pFjLZWVjNh5P5PJdI66017JMevP6Bt9h4HRPxGLRzkdOoFGrUOjMeO01lHuOrrpiRAmHH0Ju7kEs74IV35m2nMLY7N/ZmLmPDUlN6AS1PhCKwSDq3iDS0TjPhLJYKqTOxjyMTL1d/Y33E5V6VdlZca3IIoigeAKOq2FfbV3c7r7aSyGfFm54/8R/E8L9qIoZnX6UCgUTwC/2QzuZxUKRRJwAssyx3kOeA7AaatIDQYl+cc43X0iLdgHQits+OdpqLgl7RhGvQOD3p5BhQJJqTDPnj5DAmiruZPT3Sc42vZTBIXAun+SqfnzGVVxkyGHcDSTiigIKg42PMDM4iXcI78iEFpCr7VT4foadWXpRRqPdxajIY/SwiP0DL/N/OpFCh3tGcecXT5D6aalosVQSFP1zZzpe5ajLU9kbLuFidnPOdS0PciVFnZQnH8Q98QfGZ/9goaKmzAbCglvauEnknEGx//IRmCa3Jxa2usfSHswvYFZzIYy1Go9Hc2P0Df6Dv7gQkaXaeo+yDS5bGFg4ndEo35y7Pm01z2QNSWUTCZZWuvjaOtPON39JC5nx57F856RX1Nf8S1yrDWc7nqSkvzDsgPi5PzfMepycdoqmV/JY807hsOavTmqb+zdzaYz6Ttp1ebUilEQJBOU5bVhTnWfoKX6tjRNc7nrFUURj3ec6aUz+PwelEolXUOvk5fTTK69IaNYXJzXQWfPM5S7jqFSqjYDW4Lh6Q9Z981ysPEh2RSQRm0iIcpLDIM06x6ZUVCU30Bhbj259maisSDRWIBYLEgsGSAQmWPNP0g0GkAUE4gkWVyeJhB6j68e/FfZ+5tIRNCqMztOt1bAgdAaH5/6b5hMdrQ6DXn2Giwl18iqXk4ufMahpocZmfqEy0Nv0Fpzp2z+W6M2EBczawOCIFBXfiN/v/AL1Go9h5sfk1VDnV0+jyv3MMX5++nsPoHDXic7AIuiyNLaEIdbH6J35Nd0ND+CQ2NMUSd3QtLcfxmVUkuS8J6BHiSzIpNBilNKpZr2+ns51/cSx/dlp+v+I/iPaqp6j00/MIVCUQtogExftD0gCEqKC/YzPrstIds/9l4qP7sbNSXfxj3+Xsbn8ysX0jjq28dXUZJ/mPHZvxAKe+gZ/g0dTQ/JHjuZlC+YxJNxJuc/Z3/jrSgFNe0N98qmPaYXTuG0SMv/lpo7mJjtxOufydhu2TOcEhkDsJsrqS65mvMDL8uef807gVZjy3hABEGgsfImDjbcz/DUJ3QNv0EsGuJs7/Nccr9Krr2GIy0/prr46xkP5oZ/PGVgISgEWqrvQKPRcdH9quw1yL1Q0XiYU11PYTEW0lZ7NxZjMasbo7L7A/SOvkNt+TdQKBTUld7M4JR8w4p0ffMkxShOWx2CQqCuQpKbyNjON8Xi6gC1ZdIqsKH8Zibm/p71uItrXSgFLc4djB6buYLZxctp2+Xm1HC87aeMTH3C4NQfJRG3iBeNajtg+IMrDEz8O2d6n2Fm6QINZd+hpKiBr+z/TzRVfh+ff5nz/S9yYeAlhqc/xOtfBKRn0mmvYmTq75iNhaz7JjnV/RQmvYvDzY9mZXJpNRYSSfniKMDloTcoK+rgYNOPmJjrRFAoMRmc5FjLyHc2UJx3kIqia6kvu5nWmh/QVnsPDmsVNeVHKCloYXBS/veIJcJZ5YqD4TUuuU9ybN/D6LVGyguvJTenVnb7uaUeHDYpxVhdej1FzgOc6X6GcMSXsa1GY8zoPgWpQepM7/N0tDyI2eRgPUtxeWltgNKCAwgKgX21d3Fx4BXZ7da8Yxj1eRj1TrQaI/5gxjw1hbGZv1GUu499dT9kdvESyzs0+eUwu3Ke2tJtLwGD3k5T9c1cdMu/5/8o/qOC/UtApUKh6AXeBO6TS+FcCSV5R5lbuQhIWtg6rS3rUkerMZJjr2B+ZZstI6VwNFlniaWFh5lf7uNs78scanwoaz5Xrus1Gg1y6vLPaam+lbLCozhsFcwsZaZKAALhpbQGl0PNj9I19GvC0e2H2R9clp0l59qaKHQ20T38Vsbfxmb+vKdkrCiK5OXUEgh6WNtYRKuxc7DxQXJzGrIWQCNRb0ZTVEXRVykpOMgXl5/MuBe7Z+uLq27O9jxLa83tuHIlhkxt6TdktUBAuo/h6AbOTYqpw15OMOSR7X4FaWDYqSrptNYSiwfSOjKjsSDdI79J0zJSqbRTno6LAAAgAElEQVTEExFZ2etwxMvw1Kc0V6dTeK2mErzBzKAhCCoONj2IQZtHZ/cJhif/ilFfyPjsXznX9zzuid9R6DjIkZYnaK25HY3GSFKMpa6jtvx6jrQ8wYGGB8kx1TMy/RFnep+ha/gNdBoHg+Mfs7I2zujMXznW+uMrav3rtZaslo2Dkx9gNRVSsDnhqS29gcGpP8puu4U17ygLK/00Vt5CbekN6LRGekfeydguHg/JBu/V9SEuuk9ysOkh8hy1lBYeZ2z2z1nPN714KvWsAOQ76mmrvZtzfS+wsWtSpFWbMlJWgdAK5/te5GDDg5iNebTV/AD3+O8zTHwkRtz2/xv0jgxzki1Mzn9OQ7mUtqop/Ta9mzr/clhe76fAIU2QDjY+xOj0p6x55Sc3opgkFFrLSH/lWKrItddm7fb9R/AfEuxFUYyKovhDURSbRVFsF0XxL//IfoHwCt3DbzK3fJFwxIcgKCnJb2dk+lOGJj+iqTJ7YAOodl3P2Oz2qSbnOynIkdc89wdX6Bl5i2g0hD/oYXDq9/iD8ouPZDKZRh/zB1fp7H2GAw0/wmKSOlCrir/O5NxnsjRJjcaQVpRVCSr21/+IiwOvplrOpxdPUVMinypx5XZgNualPZSShrqQobAoKVN2SjNH9ysgajjW9lPKi5uxmBxcGHglK5UTICYzawLItTXSUnMbp7ufTOnNx5NxBMU2h7935F0W17o42vYTTIZt8SqNxkgo7JF10Ooa/hX1u+QI2mrvYkCmTXxo4iPKCg9nsGIaKr5L17DkdSCKIpcHX6O15s6Mwbu65FtMLPwt7TNRFOkafpP9tZnFeoMuh1g80+JuCyX5BzlQfz+j058zMvUZGpWDQ02PcLDxwQzeeTwLnc5hL6e94V4ONz9OU8VtLK+NEokGiMQCVJd884oFZZA6sOWC/eT8GeLxIBVF21aMuTk1+IPL+AKLsscKhFboH30/TSywouhrWEwFdO3yk4jGQmh2MNpEUWR05hMm5k9xrPWfUumRkvwDLHtGpGArA6VSmTFoGA05HNv3TwyMvc/86sXU51qtOU3m2BdY4OLAqxxufizl6yAIKoqc7UwupK/kppdPU+VKVy7dMifZ8mUAqagryWRLKymDzoZRn8OGbz7j2sMRL0Z9Ttrv1NH8OANjf8wYqABW1ocwG0szPgeJkRaOrbOw3Cv79yvhS6WNY9Q5aaz4LsGQn+6Rtzjb9yzLnmF6Bn+PzVzNFdh4KJUaivP2MT4npX4W1y6nRtwtrG2Mc37gJfrH36Oi6HquPfSfceXXUe36FgPj73Fh4GU2fOnGIVv0S5CcZ7qGXqej+ZE0hTxBUNJQcVOGsYTXv4hRl5nXNBkcVBRdTe+o5Cq14Z/NKg4F0uxaoUimGBsjMx+nbPzi8QgzS2c53/8SFwZeJhFX0F7/AEdanqC08OCmGqaCiqKvUlZ0RDJSkelNSCYTsquYLViMRRxqekQq9q0NEQguo9NYiEYDfHH5FzjslVlzrWa9i9WNkYx7o1HrM/xLtRoTWo2dZc+221g46sfjH0+bAW7BqM/BZi5icdXNyPSfyLU3pbxWd8JhLcOzPpmm1Di58BkOa01KzngnFArFnqJ58USM8/0vcvWhJ9BpdeTYymW3E8Xknvd1C3MrF4glNigqqOJY2xNMLXxGZ8+z+IOre+6n05qJ7uK4L3mGWfb00ViZ2bG9v/aH9I9lpjxj8TAX3a/R0fRoRmqwtOArOO01XNiR9hBJpthiiUSUi+5XSYoKDjTcn7F/W+3d9I3/JuOc0wsXcdrlGweVgoojrU+wvDaCe/L3iKKIRmUgvjnxWvdN0jX0Jkdbf5oxUy53HWduqZtobNtUyLMxKdsv0VJ9J/1jv031OUwu/D1lFr6FmpIbGJj4bca+7ok/UJJ/PO0zQRA42voE3cPv4AumD6qzyxdkpbJT11J1O2Ozn2Y18NkLX6pgD1JzUnXp1XQ0PczBhoc36U16/MEFOnue5sLAS/SMvMXs8oU0e7ctlBQcZ375IolEYpNDqyUpJpldvkBnz9NML55jX83ddDQ9jMngQBAE4skIRkMOh5oepqXqTkZn/8aZ3mdZ9rglr81N+uX8cg/DUx9wuPkxWeZFjrUKkWTaDGBy/gucWTpBC3Nb0KqtnO9/FYMuT3abnagruxl/eJ6RqU8JR3yseoe4MPAy5/tfJBaL015/P0danqDcJVewlEZKp7Wettq7ONP9NOu+2bQtvIGFNA0QOei0Zo60PM704imGJj5hw7fEuf6X2Fd3l2xtZAs1pV/PSOX0jb2bUczeQnPVbQxNfpQKzJfdJ2mp+n7W9FOV6+tcdr/Num+GCtdx2W0AHLZ6Fjd9S33BRRaW+6mWMSHfglKpkV0JRaNBTnc9SUvdHeRYKmmvv49L7pOyKpCh8Hpa5+puJBJRLrlPEgyvp7pJdVoLLdV30lp9ByMzH3K273lZ8TCQZrI7zc99gSVGJv/E/rp7ZYviGo0Bi8nF/Op22nFLcqK56nZZsw+QZsHF+e2c7X1+855I5wyGVjnd/TRlBcepKZFvhjPobOg1OSx50mets8tntzWcsqC15g50ajsXBl4mKUo9J6sbQ/SPvc+xtp9m9Q9oqLgN94TkPLfum0Grlk8Bq1U6mqu/y0X3SURRZHV9LIOmrNOaMRsLWfVMpH0eiW1gt2TO1AVBxdGWx7nkfp1gWArcyWRCUpTdYwIhCCraG+7j4uAvM5rsroQvlTbOToTC61xyv0a56yoKHG0srblpqpIMHqLxMNNz5+hb/g2JZAS1yoBBl0OOpQa7pYLK4mv4/NLPKXcdZmTmY5bXBnHaGuloeky22h2LhRHFpGTdpjHQXv9Dksk4/WPvMzL9F3JtdQyNn8ZqyaOj6ZE9zcwbK27lwsBLKX0Sf2iBHMststsGgmv4ggvMLbpx5BRJFoEKhRSWFQpAsbmaUUh6QCgAke7B91GrtDis9eyvu+8frOBvB0mTIZcjLY9z0f0qRbn7KSnokK41OJu1W3AnorEg+TlNnLn8GgpBRWP1N7K+SFvQaAyEwuup+7y46ibHWpq1BiMIAsV5h5ic/xsqwYTTXoVhk5qbTCbY8M+x4R9j3T9NIiE1SolikkQiwdn+51ArdVhNxdjNtVjNRak0WnXJ1zg/8AL5Oa10D73FoSxaOVuwGAtZ3Zggd4e4VzDk4cLAK7Q33Jta3Rn0dsqLrqJ//Dc07zLS8YeW0cmwVkAacLoGpVSWczPA7CxvGfR29tXegz+4zMDEeyQTcVpr7swQ2WNzUIxGg1wefIPDLY/sqf3eUHETn1/+N/JsTSiVGvrHfktRbvsV+yryc1pRChrO9D6DTmtiZWMQ9/iHHGp6KGuxdguNlbdwuvsXOCy1qUFUpdLsKae9hfKi41gMLjq7n8Yf8BCJ+DjS8uM9n327xcXoTJAN/wzTi6eoK78x+7bmciymfC6538RqlNeQryn5JhcGXuaoXaK+Lq0OZQjy7YRKpeNw86NS4bjpYTYCU1iN2Tuit6DTmmmt/h7n+l7kcBbNHNnz/cNb/n8Iq+tDDIz/kfaG+zHobCSScUamP0n9XaPSUVV6FbCtY+8LLDG1cI6x2U8RBAWrnmlE4tSV3UB1a/ZlE4BOY93kl2/PrgVBRXP1rSSTSS6732TDt4TBYOKC+5c4LY2UFB2UbXjSaowU57enDFM0al3G4DA5d5q5lYuYDLnUlX+biqJrmFu+TEvN3jUJgKmFz4nFksTiETb841wcnKK16vbMl38Xds+Ht6iV/eP/Tt/Yb2mqvBWPb4K68nTHJFEU8QeXWN1w4/FNEouFUCjUOK0NFBZUI4oiVnMBvWNvE4540WudVBVfJ6vNb9YXs7o+jNNex8jMxxxu3vtBLis6yheXf04g6KWm/Cq6hl4nnggTi0cw6Jzk2Vtprb4q9cJfHnqVfbUSNz2ZTLLiGWFq/gtCk6uoVTq0ahM51joScZFzfS9T4bpmz1kWgNlQyuJqTyrYb/jm6R55i0NND2UMVEW5rXh848wun0tLN4UiS9gtmQFkfvUC4zOn6Wh5PO065LgMJkMu7fU/whuQzq9QKGmpuTO1n0iSZDLOmd5naW+494peByAFr+HpD9HrchCUakpkJCdEUSSRiG5SNYNE40HiiQhqpYnxqcssrUzR0XL/FQM9SAN4dck3GZr6gIaKWzZp0dmNTED6HeeWulla7yEa85FMimz4VrFacrnofglBqURQqFAolOi1NvRaBxqVTVpJaG3sq/0hZ/ueR6GQVhfJZIJw1LepirtBNL5BKLxGJOYnKcaZnu+jrvJqAqHVVN/PFjRqA3ZrWcrnYnz+r7RlYQduQasxbap8voRabeBAffZO/52wmkspLthP31hm6igbvlTBXkRqmvIGFtPU5JSCCo1avgV6C2ZjHk1VNxKO+jnX9zw2ayF6rYVITH7puxNWYxUbgckMlyCQHtBgZJm6yqvIMddgNuaz5humb/RtYrEA8UQci7GM8sKjKRZLSf4xOnuexmmtR6+TPgtHvPSP/45YPEBRbgsdTY+mZl5JfZKhqStX4de8oyytDdLR/CBnep/mUNNDeANz9I69QzwRo7nye1nlhTPDvcSkaaq8lZmlTs70Podq03tzdX2CNa8bX3BBKsKpzRTk7KetZjuwrnomiCQqMGjtRCIB9tX+cFP3e4rJhc8IhJZRoKQk/zgFTumFrin/Bv1j7+INLFKcvz+DZy6ZcM/gDU7g9c8RT4bxBTbwB1ZRiDpaqjOLrjuxM4UiCEKaaBhIRiSTc2dZ8UyRSEQRibK42kuBYx/5jgbZWaLNVMzYjFT0X1kfY2hSSuNl41I3Vd5CZ/fTmA2ulJ6QN7hAXdl2IE0m4/SN/xaFKHBss4Er/XdRpOSFd8NiLORg44Ns+Ka5PHgStdJIS+0diGKSs73P01J7m6zb0pbnqtc/jy+4RDS+TjTmY2ZhAMQkZcWtXB56VVKZTSZJitLgkUwkEAQ1KpUOlVKPStCjVlkQSaLTmSkr6mBlvZfJhU9JJCJEY5JmvkVfRlF+W0ZXuySV/Bm+wCLzK+c5UH9/2t+j0SCTc52s+UdQKECjMmCzlFNT8i1MBifdI2/iyt9HLBZM6fRvfT9/cJl13wwrnmGicSmYoxBZWZtGKag50/M0iWRS0q9XWdAorVhM+TjzG1PNZApeJdfaJOnIi3Es5mJczg5MBumeVrm+zrm+53Haa1AKatl0Lmw2ToVW2PBP4fGNgSgyt+BGrXpd+jti6j6LYjL134KgQilsdYGrmZ6X1+KSw5cq2AfDK6gEo+zop9PaCYY3MOisWff3eGfpG/01BxruY2r+c0oLrmJm6RSXB19nX909Wfcrzm9jcPoPFOdlzmzc43+gquQrOK2NXBh4iSOtP8Gg76A4T0p9xOMR1rzjTMx/Sii6TiwaQqe1k5/Txumu53Dl7+d091MYdDYqi6/FZsr0sBU200d73puQh/7R9znW9jMUCgVmUyG+wBIWYxHt9ffhD60wPP1HQhEfDRW3yBQos1e3cyz1zCz0MLXQTyz2DAZ9HiV5HRmdyjsxPPMh++ruQaMy0NnzNOWuYygUCuzWMuybjSfBkIeFtYucHzhFPB7BaW0gEFwjEFrjYMMDLK4OsO4fJRheI54Ik0gkMOryyc9pobzwWgRBYGT6Txi0LkZnPiYvp3aPwSzd/FoOSpUWf2SWuoprWN0Y5lDjIwRCq6x5B+kafo1YPIQCadVSUnQIlaCSzCgEmF/uZmqhk8PNj2S1W9zCweZHON31ZGpQSCTCqRl4KOzhovs1Kl3XUigjhwugUChJJuMIe5zHai6ho+kRPN5xzve9wOxcP3ZbMYPjH5IU4yiVqk2fVGnWK3mumtFr7ZiMDrTqCnzBReKJGIlEiLba7O/Hbix5evCHJ/jqof+FntG36Wh6JPU3Kcit4g1MMzH3VyIx36ZeUQyDNgebuZrmqtvpGn4TtVpLKOJlcOIjfKFZNGotGrUZp7WW0qK7M1YLwbBkndha/QNO95yQzEw2B2hBEDa9m/Mz9rmUeBW1Wk91yfXkWLKnUdZ9sxj0uTjs5TjsEhvJszGFe+J9kmIMq6kIV+5h8nJqON/7KiVFUmNkIhlnwzeLNzDBhn9mU5cpjEZtxmaqpLbk2wwmP8BmqUAkTku1vEqvKIqbXreSvlMsHmZxNXt/ym58qYK9VmOlwiVvMZhra2Ri9nMaq+TzbrNLl5le7ORwy+OoVTr0Ojte/wK1ZTeytN63aSjysGxQ1WgMxHZU7bcQjQbY8M9QV/5tFAoFJmMeXv9i2gOlUmnJy6knL0eavYqiVKAdmfmEcCTA5Pw5ruv4Vwz67NKzAFZjEauecRz2zIdRYjqc5GDjg6mHuyT3GENTH3KgQUpbmPRO2mrvIRReZ3T2Y/rHlqkt/TaOLYbIrsKmL7DM3MpZvP5ZQIlapcNV0ILZZKWhXL7GsH1fgmjVhtSsJt9Rz+xSN64dDWEg5ZsrXddR6ZIGxdnliyytTKJQKOkaegOzvpii/AOyzJkt+EPLVLq+To61lHP9L7G/7p6sgmqJRPaCVii8zkX3SapLvk6+o57xWSNzqxcpyTuMxVRAeWq7DVY3hnas3BKsrs0Qi8U40vLYFT1QQaLWtlbfyeXB1zjU9DCJzaa8ZU8/gxMfc7DxgT1b4wVBCvZcYVABiMWixOMRDIYcFIKCttq70GrMVxSSCwTXcE+8z5HWJxib/YT55V4Kc+Vpyjvh8Y0zOvN5qqtboVCkBV2FQoHJ4MRkcFKUu12wTybjeP2L+EIzjM5+zOLyGKIoYtQ5KHA20WC98YqKkcPTH9BUdRsKhYLyoqMMT31MXbm8kipI72LX0Bu010tppi8u/xsHGx9En2XCOLt4IWVvuQW7tZSD1gek774xjXvyD0SifmbmB1GqYXbpPLFEFIMujzxbAy3Vx2VXn4HwMoebH+fCwMtpZvY7oVAoUCk1qJQakmojFwd+SW35dSwsD+55X7bwpWLjqITsL1KOtVK2wQVgePJPrG646Wh+NEWVU6useDe5xHm2JvbV3c2ZvudY8YzIHiOWyKQiXhp6ncaq76ZenMqi6xmY2NsmTBSTjM59gk5r5KqDj+OwFtM79mt6ht/dk9+ea2thajHTnk9S4fwVdWU3pAUIiylftmtSr7PRXHU77fX3seTp4nT3U8wv9wEK1n2z9I/9lrO9zzI0+UfybK0canqU9vp7CcfW6Wj+Eclkkumlzj2/Y9/Yb9NMJsoKr2Zyfm+xppml88wuXaSi5CBVpR0IgoqGqm/vGehBaskXBAGd1kJH0yNcHnyDDX8m31nKLcsHe493nPMDL9Nef1/K7Lqs8Cjzy10Z2+p1VorzD9FWczcHGx+huep7iCKEwwHO9j3H2b5nueh+ictDJ+ka/hXD0x8yt3SR1fUJwhFfKt9uNReSl9PM8PQHxONR3BPvM7N0ia/s/+craqAIKGVZPTsRj4c52/cCyxt9HGh8kJLCRg42/YhzfS+x4Zu7wr5RLrpf4UDD/SgFFZVFX5O149sNf3CRvpHfcbhpu9ZS6GhlYk7eVjLtOwkqbBYXJfmHsZrLKcyvI89ZyYpnHLXKeMVAvzWr3xroCx37M6i8uzE68zFFufvR6ywIgsCBxge46D6ZleXiC83KMmu2YLeWkGurB1Ek115CMLxOc/UPONryY9pqvk9hbpNsoF/bmMJuKUGhUNBU+T26h9+QOfo2RDHJJfdJCp37KHBcWbBuC1+qYL8XpBEvczC4PPQGSpWK1pofpOU4tWozkdh2E4dR7+RY64+ZWjzF8OTHmScQlUSi27P7xVU3FmNemlOSQW9HrdIQjcp3Ky4s93K6+ymqXFfTXPV9HNZKBKVIR9MjFOQ20dlzgrEZ+aBoMRXK1hfGZj/BZipNOezshN1cxrJHTs9bKhQ3VNxCU+VtnO99nenZHsbn/kZJ/nE6mh/jQON92K0lm+f4C5WbjTdNlbcyv9yTtQMwmUwSjfnSdGFUSg05VvlrCUclA+6kGOFo6xOoVErqK27c5Puf2HMAFEWRaGx7ENZqjHQ0P0rvyDt4NtJ7IWLxYIbUMkic6ZHpP3O87Z9TTTcgLfsFhTqDB737/L2j73LNoZ+h1xs42voTOpoeo73+QfbV3ktL1Z3kWlsIR0LMLV+gZ+RtOntOcK7/OS4NvsKGf5Sh8S+YnhtEq7Kxf49U4k4olMo9aXejM59xtu8F6stuoKnyNpZW3VjNZZgN+RxpeYyhqT8yOZ99wD7b9xxtdT9ISXwrlRoKnE1Mb+qyy0Fix73OkZYn0mobhc59LK5lDprZsLI2wuJKD4caH8BktHF483pHpvbuu9ya1W9BoVBQWtTB8JR8Z+6GbwqPdzpNJM+gs1FV/DVZeQ3YtCrNspoKR7yc7j5BIhngaOuPcdhdHGy4j3N9L2RQmHdjZOZPlORLTl2SBWkjE/OnZbfdmtzl2Rv2FCCUw5cq2MezaNBsQae1Eo5KHY3JZJzO7qcpdDbLGl3otBbiifTuR6VSw/66e1Gp1ZzrezEt0Fj0LtZ92yuH4ek/UVOabkUGUFV8Pb1j6a3T8WScc30v4gmMcqT1J9jMUipGoVBg0NmJRAPk2uo52vpjVColX1z+OYur7rRjKBSKTeGr7WtaXu/H61+gKgsPvDjvCONZ2tCXPaN0dp9gfP5Tvnr4XyjIq2B/3d0ZRehoLMSyZyRtCX+w4SH6R39PIJTZUTw+97msUmCl6zpGZtLt00an/8rlwddoqbmDStfXUCgEEokoapWOXFsjDRU3cKr7F1kbjgKh1Qx5XI1aT0fzowxM/C5lEA4QjvjT9MSTyThdw78iFPZyqOlh2eJrffl39lyRjM5+Qn5OC2ZjHgXOJmYW0vsEBEHAZnFRWXKclprvcajpIY62/oRDjY+yv+5+WmruxmFzYTY4WA9M0NlzgpldWjtyEFDK1h/8wWXJD0EpcrT1x1hMEk1y3TeK2SDVgtRqPYeaHiIUXU6Zke/EJfdJqkquzTCjKS+8mukF+Rl6NBbi/MArHGp8OIPTrlRq0GutWSdAu69/cOoD2ut/hCAoEcU4GrWeg40PolQpONv7nKzJzu5Z/RZczgMsewYyto8nonSP/Ib2hvsz/lbgbESnsWV01yaTyayeFMOTH9E19Cvaau6k0nUd/uAKOq0Vvc7OkebHcE/8joXlHtl9k8nkZhzYTuNWFF3L7OL5jK5qURTpHnkTh6UqRYdO03e4Ar5cwT4e5IL7ZTq7T9A19HbG7C3X1sDE7BeEI16+6HqShsqbyM9plT2WTmMmEs0UUpI6Sa+lquRavrj8b6kW7qK8/az7peDRP/Y7qkqulbWws6ZchaSXcWbpEme6T1BX9k0aym/JWI4W5rYzPPXx5rkFSguOc7jlcTz+YU53P4UvsK0Bk2OtYG5JajrxB5cZmviE/fXZjRP0OltGbnZyvpNTXU+y5h2gveE+2mruwmTIxWTIl01/jEx/SN2uQU0QBDqaHuGi+7UM96GltR6KnJmKnRq1AZMhlw3/PMHwOqe6nkKlUnG4+bE0dkhS3H6ZbeaKTfXRp4hGM2sm3sAMZkMmZVGt0nK4+RGGpz9iaW0IkCwfVZtG9eGIj87uZ8i3t1C/B7faZHDgCyzJzqLX/ZN4NqZSDVplhVcztSg/G8uGnpG3KC08Rq6zhP1193Kg4UHiiQ0pFTQgNVHJQaFQpV1TMpmke+htBif/QHv9jygvvCatWSoYWcOywz5QoRCoL7uZvJwaTnU/lRpMhyf/hNXsIl9GQkQQVBTnt6cJD4LkGHW+/yVaq+9Ep5NPP5UUHMU9ubfeTjQa5JL7NSmwb67QtxyZtrq768pv4HTXk3g20tO1u2f1O79nScGBjNVy39i7NJTfnDU1VFd+A4urbjze8dRnCyv92HbRY32BJb64/HN0egsdzY+m+jxWPCOYdFL6Ua3W09H0KPNrXYzOpEtxgDQ5KnSmd/ErFALN1d/l8uDJ1GeiKNI79g5mQ3Ga8fj/iKDYlyrY6zRWDtQ/wOGWxynJP8LKRh8X3a/Q2XOCrsE3AQ2La32c73+ZAw33YzWVZD2WUqnZi4BCjqWKg00PcXnodeaXu7GaCwlF1ghH/fiCCxTuklnYiYqiq+gbe5+zvc8RCi9ytPUnKY2c3XBaq/GH0nOoKqWG+rKb2Vd3L6OzH3O+/yWi8TC5tmYWVs8Ti4e5NPj6FRt+AHJzapmav8DA6Puc7n4KiHO45XHqym5K41rnO/YzMZf+MIYiXryBBRz2zMYQjcZAS/Xtmy3w0mpj1TOB3VqatamsouBavrj0DD0jb7Ov7h7KCq/KGIwSuwKr2VjAgcb76Ox9NqNFfMM/gStf/ndQKjUcanqYibm/sbDSSyzhQ6exse6f4lzfC7TV3k2B88oFxzx7E/Or6bPtWDxMz/Bv09zPlIKKAmcjMwvyYne7MTrzMQaNE1fePqwmF0trw6hVOsqLrqGj6TGqS65jdOYjTnc/xcjUX9NWdFKBVppMzK/0c6rrFxTltXKg4X7ZfL9apZbNFRc49tNcfRunu08wMvUpwcgala6vZb3m4vyjzK9s69CIYpKL7lepLv3GnlIeOZZKguHsqpAS//852hvuTdM12r2is5pKONLyOGNzf2Fo8k9A9ln9Flx5h1lY3U4jLa51oVRocNqzS1mDtHrtHX2PUFiS/l7y9GI3VW1eb5LekXcZnv6AA40PUJJ3JO059oXmMOi2r0cQlOyrvYdEMpAhmLa81kuhMzMdYzWVoNWYWdlMfQ6M/zsGnZPK3QSV/wH9yC8VG2cLCoVAjrWUnE2lSInhMsfUwinWPHMcar0jqyvVTlyJOaHXWjjS8gR9479hzTdOLB6ma/D1DCXJeCKKL7BIIDzPhn+GaMzP9NwAOVaXZFC9R0etQiGg1Zgl68JdS2C91sK+2icy2l0AACAASURBVHvw+me55H4Vo95JPBnhkvtVmiu/l6LrJRIxwlEvofAG0biPaGydYNhDLB4kEgswPddPU/U3OdLy46wsDJvJxWAkXYhqeOqPaQqSGfuYXRTnd9A3+i4t1ben6JZbSCbjTM2dZ2mjBwUiGo0ZRJFkMpaVDy/nr2nQ5dDR/Ajn+16mqep7qS7OSNS75++sFFQcbHyQi+5fkogn0WrNrE70c3zfP/1DAmIAFa6rOT/wIq7c7Zb97uE3aa78XsYxygqu5kzvMxQX7J1LXVi9hC+4nJLjdlobGZv9lLwddReLqYiW6jtIJuPMr3Zxwf3Spt/xDSgQiMYCnOl9DqupYNNQPvuzvNOZaTdisSiCoGZg9GOKCqroGf01dlM5FmMpZmNu2gpBUAiUFR1hePITqkuvo2fkbQodreTZM+tFO6FQKLCZXax7Z7HJdOCe7X2O5ppbM/n/CoFYPJymP6RW6TjQcD9TC5/T2fMMWo1Jdla/85pdefuZnDtFXk4TI1N/S7nY7QVBEDjQ8ACX3Cc50vo44cgaFlMBK54x3JPvU1t2HXl2+clCOLKWMfgoFApqS7/N7PIZzvW9wIGGB4nFQ+j1tqwrjPry73C29xlWvJWolUaqXHLp2v+fB/vdUCgEjHoHG4E5Sorq8fqXOLP4LI1Vt2A2yJllSdgrCO/cpqXqdmaXzzI4/jl2cz6zK+cIhNYQxRjxeJRkMoFe58RqLKOq6Hp0OgvhyFPUl9/M6MxH+IPL5NoaqSy+RjY3XOhoY3Tmb9SVy3fyWkySXvnw1F9wz3+G1ZzL+PwnjMzGJIaJqJA0gpRmtJocLOZ8CnL2o9NZWN2YxGIsJBhe4Wzfc5QXHSfP3pQR9BUKBTqtmXgyjkpQEQitEI54M3jJu+HK248vOMfw1Eeo/2/23jO4sftc8/wdZAIkARAAQRIkwZxD56QcLVtykJwkS3LQlW053TuzUzszVVu14/mytVWztTV3ZCtZkq3kIMu2JFvBVrRCd7ObHZhzABOYQBCRiOfsB5BoohFI+V6vbuv2U93V7MOTw/t//294HkUeK2tjLK2dR5SiqJT5mA31dNRdSPaJ4i9otH+O88PPYDW1U227MrmveDyaNSGrURVwuP07dA8+SW35jRQXNRDLwsC5hY2QB4/fQZ7GyPD4eygUKmwljYxMv0WppS2NeTITEo00MvzBVfK1ZmaXjlOgtSaT19shlys3y0x7kpz/F2Pd52Bq/iRHOy4IziSS756M68tkCmyW/dgs+wluuJlZ+oDJ2ZOMO05wdM+3KDHnrsYIBtfQqFK9fVGMMep4kzXfOEV6O/ua76V/4tfsb76PSCTI/HIvE3NvEo56UCjUKGRq8nVW9Fo7FkMb3QtPIBJBq7FkFHLPhArrlQxOvsjB1vtSlp8bfobq8qswFqSH4zQqI4HgKobC9FlxefFRZpznWXUNIkkJ50EQFOSp9Wg1ZtQKI3kaI3kaAxXWo5zsewinq4e929S9dkKi9+V6+iZ+i0Kh5tzwsyiVGg63PZBVxzYBMSttus1yGI3KyInen6DVmKkqS4gvRaIbuNYncXsdhKIuQhEvCrkCr8+N19/NDYf+S8b9fZQwzifC2ItijO6hn9NR9xWmnG/SUnNbggNk7JdoNQYaK2/NePNzqShtx+Tc+yy6etCqC1j3Oakpv5KGxvTk7HYU6uxEY8Gkd7aY9M4k6ss/lcJfbylq2RTOSDf28XiEuZXTLLkGkMs0mI02VMo8Ohvu3bEcDWDNPU2hroKmqtsQRZHR6deYnHuPMks75dajKfsoNrbimPuQ2sprGHG8QnvdnTn3HRNjzDnP4A8uMTM/gEqpwWyso6X69pydulpNEYfbH2Bq4R1O9j3MvuZvoVJo2Aivpxmm7VAqNBxq+w5nh54iHPESjSVmAaIk4vU78QYcrPtmiMU3iEZDyOVqCvPsVJVcgy+wSCwWoaX6dryBBZbdvUw73yEuRohGQygUeRRoyimxtKWVezbab8Ox+B6VJVcwv3SeIx3fz3qOVaXX0NX/aEZjH9xw0Tf2B67Yk9oVm0i+51YvgkS1V135p3CuDCMXFMyvdONYfA+lQouhoAJTYROF+aUpA/n8Si/6/ERBgMfvZMTxCgJQUXKIxqqbk577VlmqSqWluvwICcXQBERRxO2dxbnay8Tc26y45llzL9BUdx3r3jn0BbYd6/Z1eUUgpCaVh6ZfpkhfmZTHTNtGXUIwvIqBVGO/vDbKqOM1Wms/y8T82+xr+lbyPP3BFdzeGZa8Q0RiHiIRH4JMxqprAZVKzfD077fUizf/XNAtTv6LlCiR3fz9qmuejbCXjoZbqbffsOOsMBvx2hbyVBZ0eVYmZ08TF4OJAVWeR4HWislQgy7vEFqNEZlMTlffIzTYP0P30JOUWfYlB4ckPulhnO2QJIlzI89SY7sefUEZbOYYVSoth1rv31S1fxybdS+V1mNp09JsiESCDE69RDjqoax4L0faH2DFPcGqewy3b5K1kXFaqr+QlfOjxnY1E/N/obioKcGfbdlPmWU/wdA6M0vvM+L4E/m6Mprst6BQaFBuVtpsef7r/jkczvfY2FinzLyfQ63fYc0zzezSKUpNnZwfeY59TV/f8SPbiC5jVidijTKZjKaaRELS4eziVP8jFOmrqC67DpVSh8XYwpnFJ7H46xBFKaUUMXFPAkwtnGDdN4FMLkOl1GHS19FScwcymQyVUo8/sEiFNbvm6xYEQaDGdj0WYyvd/T+j3HoEjUqPUp45LCNJEqGwl8DGKiXmVk73/RK5XMmZoSeIxsJoVEZMhY20VN+R9rE5Froos3SizTMzNvM6nY13UUJryr43Qut4A/Msus4yteDeHAQ2UCh0FGjKca1P4/bMpslSXgy5XEVxUSMLy32UFV8wYtHoBmeGn+Fw27czGovCfBsu92TG/Mh2nBt5lv3NdzEw+RJ7m+5NvsPLrlEmF94lHFnfTIZbMRU2sx6YJhTx4HB+gD6/jNaaOxKGdxviYiynzZDJZJgMduRygf6JSarLD6MvMKPVlDHtfJ+Qw41KqUWnLcZc2JLI22T4toqLWnA4T2MvPcj0wodIoog9h56wyVCNy3uhmkYURc6PPItapeVox/eQy1UoFi8kjDN1yUqSSN/489RUlhKKrCUHht0iEgvR1fsIhRQRi4fp6n8MlVKDVlOE2dCKSV+d9jwvDqnF4hFW10dYWusnHPEiQ4lMpsZW3IJCoaGz/q6s37EgEzAWVnK04/tMzr/Nyd6H2df09R25rjLhkjf2g1MvYtI3JJthLs66JlTtf8TE3Huc6H2I5ppbMSZLHxNVDdsflss9xdjcn1ErtVSVXY2xsCr5O12eifnlLvY1fx2P38mZoV9gK+6ksuTKtIeVpykkFE6vptBqDDTZP5ugSvWM0zf+POGIH6WikInZ91AoYNk9jEqeT3PN51ISbvMrXcnmqUBoidGZV9NEni/GRsidRtgEYC89jL30MCvuSc4OP0Wexkit7UYUChUjjtfobLwHX2AZx8IJ/KH5BFGYqhCzoZFq2xUpnqgkiYSjAfY1fZP5pbN09T3K/uav74psq0Br5UjnD5iY/QvDU3/BbGxg2vlXfMFl4vEwohhNtIjHoigVWjQqI/l5ZRTpS1Eq1exvziwVuR0Lq92bZYFq5pfP4PI4UrRCBUFAm2dEm2dMSdpKkkQw5GZ+6Syrrjl0OgN9Ey9gMTRgNjQnQ1MXo7rsWroGHksae1GM0z30C9rrshPSmQtbmHa+l9PYO1cH0WmNFOaXY8ivZmVtEKspcb4X8/y4PbPMLJ9kYXEIo76MK/f+MGvYMhz25XxWcTHGyPSfCIbdHOn4AbHYBhNzb2AvvTKF7dPtnWdm6QRjs6+iUuah1Zgw61so0lclwlHmA3QPPYFGVYDLM8a+HUi/9AU2ZpY/AGBlbYwRx6u01N5GUeGF5KpaWZi141QU45wbeQZLUTOV1sN09T+S83jp24uc7n+MvU13Mzr7Kq11F0gA/UEXjoUPmZh7A6VCg1ZjwmJoxVBYiYACt3eWZXcP/uAS0VgEY0EdzdW3o1JoiEY3ODX4M67o/EfGZ99icv5Nasszh3AVm+EiQZBRW34j1qJOuod/QampY5NN4N+JZz+18A5ymeqiqU0WPvPyq6kuO0bP2K+Zkt6nufoLaNT6zVhsMZNzf2VlfZAivZ09jXdnJDDSaoyEo4nafH1+Kcc6f7g5iPyU1rrb0esuVh+KEY2FM8b3BEHAbKjHbKhn3TvPX7v/GehlX8tdHG57IG19SRIJBF1J419tu5r+sRfSGBTTtiOWM0RgMdZgMX6fQHCNwakXmXMOolRo6Jf/Gu1mq7pxh1Z1t9eBTpPwpmzWfRTml9PV/xidDV9Nq9fOBJkgo0BnRRRj+HxOyizt2OyHswqDTMy9SXX5lUhEcThPYt9WinYxYrEIalV+8qNpqb6drr5HOdb5ox2pnwVBwLl6Hk/QwXWH/yNTC3+ls/5OHAun6R3/dTLpXGxswWxoTJ6vXK7CYqzDuTpIiamZ3rHfUFV6Rc4cgb6gjJAjs1ITJAzPxOwbHN0MIdVX3UzPyDNJY38xjPoKRDGGWqlGIcune/AJOhruyvhehyKpGrnb4fY5GJh4kbrym2gxJ6gCFKoCYrH07mxjoQ1j4ZeS//cFlplxnmB87i8oFRo0agPrnmV6/b/jQMu9hMI+1Cpt1rCITJbouzg38iwKhTrpzW+HPt/Owkov9fZrU5bH4xG6B3+OveQYJZscQ6qLZs874ezwUzRV30K+1kKhroxV9yTmzcEtX2u6yPivMD1/nLPDv9nsKZBjL72SRnv6Mx92vExL1RcAqKu4gfMjv2RprTetTFwUReSy1OvN11o42v59pp3vcrL3IRrtqSy0uXBJGfvtY5jTdQ6Pz8mexlQK0VxBDZlMwd7Ge/AHVzg/8iw+/zoLS8No87TYrAc4XPG9nKEdmUyOXJ7qHdWWX4295EhieqkpoMn+uaRxN+bX4vKMUmLKHJNc980wMfcWcTHODUf+CxPzf6EoA9UtwOr6eLIxZgtt9V+iq/8xtGoTxsLMHuFO8cMtCDIZ0VgQtUpHQb4Jm+XIttlSbiy6zlOzjR6hQFfM0c4fcbr/MapsRyg1pdfdbyEa3aB/8gVUygKuPvBPDE7+IcmCmQn+4DIr7nGOtD+QaJzreySnsR91vIFtG4GdUqGhseom+id+R0f9l7NuJ4oxugd/jqWojgPN9wES4YgHmUxBdflRqssToapILMT0/HFmnL9ArlCQpzJgMbZhL7mK7sGfE9iYRae1UmrJ3O+xha2muWzoGfslLTW3JkMECpmCaCxMJBrMut3Y3OvsbbwXtSoff7Cd7sEnabDfSLExNakbifpQylP5YOLxKMOOPxIKeznW8YM0g7y9HyIbCnTFtNYleJREUeT86K/wB9bR6Qy4vENE46GEVgSbsXxJ3BZDT7A9zi6MUF1+iLaaOzKGOgp1NhZdqQ1L0egGpwefpMH+6RSBeJO+jrnFs1SW5RZDARia/hPFRfWYNrWPiwoamF06lTT2FyNfa6Gh+lN4gzPI8ovobPhqxvXWfTNEIhspObs9jV/jRO9D5KmKUkq03Z5p8vPSmXa3+g6Kje109T2547Vs4ZIy9pFNr3rNO8HMwqmPRNy/HflaCw2Vt3Ci5wlCIQ8tdffvWD62hUyNVAqFigOt97HinuRU/6PUlF9BqXk/1bYrGJn5Y4qxlySJFfcQUwvvo1Lk015/V7KEstZ2I4NTf+Bga3poYn7lNC016Wx4B1vu58Oe/8W+pnsyUtfKc/AJbWHU8WfcPgd7Gu+hZ/Q5Drd9l7PDTxGLh3YUs4aENvAWxWvynsgUHO34Pn1jv8Xjm6PRfhuCIEv5YFc9owxPvkZrzR3J6pa4mL3CRpJEesd/y4HNuKtMpqDU0sbM4mkqs1SFeALTNNekavdajC3MLZ9h3Tef0dt2e+fpH3+ejvovok/SPggZZ2gqhYYG+/VAoj59I+Rlav59JufeZnl1BrdnmU9f+X9mvabtSAihpIaYING/IJMpKNKnCsfYS65kbvlkxtr4YGidPLU+mVPK11q4cs8/0Tv6PEuuAVqqb08OHJGYh8L8C0Zl3TdF3/hL1Fd8ihJzc8ZzzVQimw0ra2OMzLxKfeUNxMUAClkehsIqzPrGnNtthLwoFa+jlGs52fcQtuK9lBcfTglH6fJMhCMXaERCYR/dg0/SXveVtNp/s6GFwYnf72js55bOEI+HqCy5UClmKChnxJEuPL4d54efpr3+y0zMvIPbO5PGoyNJIoOTL3OoPX3mfrDtO5w4/2AKEdvS2jAmQ+bBxR9cYWzmdfJ1uZXjtuNjaaoSBOE3giCc3/w7LQjCzj3iQDS2gT+4xODknzi4jTb1or3vuJ+phQ+YWvgrB9u+jt12AOdqNwMT6ZqbmZArE28x1nDFnn9k3bdIV/+jROJBQuHEiyiKcWaWTnCy72FW1yc42HI/e5vuThGlyNdaEIT0ZhJRjGWVK5PJZBxu/Q5nh59N0xmF3BVH/uAKx88/iDbPyKHWb6PVGFAq1ZvSZ99i0dXDzFJXzvsRiQYQ49n5a9rrv0ye2sqpgceT3bbxeJT+iReYWzzNsc4fpZQx5tJ0nVp4lzLznhRm0sqSK5lbyszzEgytb97T9Ne8teaLDEy8kLZ8bPYtxude50j7A9sMfQKZBvqLkacppKX2VjRqPVXl+ynQmTjV/zMGJl7MyfMDYNK3MreYei2iKDLkeImW6i+krV9qaWPFPZZxX4OTv6emPJ0mpKPhK1iL9nCi96d4AgnOlo3wOoX5pcTjEfonXmBi7j2u6PxhVkMPuzP2sViE7sEnWV7v40j797AYWlDK8+hsuJvhydeS30Y2jM++SZl5P03Vn+Zoxw+Ix0RO9j3M+NwbxGIJp0AQZCg3tSyCoTVODzzO3qavZ2zy0moMiOQ+b7d3nvmVM7TWpNbuy2RyVMrs7+bsYjdGfSUF2hIaq25lbjm9m9rhfJ8yy96MokaKrZ6QoaeIb2roBkJO9PmpYdDAhovzI88yOPUSTVWf51Dr/TmvJ+Uadr3mvyIkSfqqJEl7JEnaA/wOSFcazoB4PEr3wNMcaXsge9xtB1vfO/obojEv+5u/iVZjRCRCZ/1dGPUVHO/5Sca2/O2Qy9Q7ikM3V99KZ8PdDEz8jqVVB8NTf6Kr/2HisRhHO75PS81nsybLamzXpanPLLsHc8oBJrpZv8LZoV+ksCEmPKPMibfByZcYcfyJfc3fpLz4UNLj3poJyAQZ+5ruxe2dZGrhg6zHXnYPUpyFkmIL9tLDNNpv5WTfI6ytL3Ki9yEshjb2NN6d9hzz1IaMYsqB4ArLrhGqylL1YxOdq63MLZ1N22Zk+hUqrMfSlkMifltbeW1ykBfFGKf6f4ZCLuNA830ZS3UVCu2uOF66B5/Aam6io+HLKJUJUWxLUQNd/Q8zNPmnrEbfUFDGRiRVPHxg8kXqK2/IOggq5Vo8/tQO7JgYQ5LEFJK+7SguauBI5w8ZmXqVibk3EqpMUQ/HN5/L/uZv7FheKCEkDW4mOJwnODXwGPUVN9NacwcKuYrF1QEMhVXIZDL2Nn6d86PPIUnZB0B/aJEi/QVK7+ryKznW+UN06lJODz7O4NSLhCI+5DI1/uASZwaf4nDbd9Dl0DRQKXRZSeQikQADE7/drHJLty9qVWFG+xCLhZlZPEFt+c1AYsD3B1dTvsVQ2IdztS/t/d2OPI2exurbODfyLJIkIYqRZI4uuLFGz+hzDEz8jobKWznUen9atdxO+FjpEoSEhfkK8KtdrS+TIUkivkB2JsJs1j4mxjjR+xDFpiYaKj+zGSPVEY0lPt4y8346G+7k9OCTOLOQFkGCHXPN49jxXDWqfKrKjiHGI0zMdqFRGyjUlWWUlNuOIn0NG+G1FIOwsHKO2srsbeyQMBSVpVfQN3GB3Mq1Pkn+RcRm6755Pjz/zxTpK9nf/K2UipJE8upC2EcQZHTU3UlwY4nx2WyEakPYS3M31ohiDOdKYvLm8SxRVtxGcVHmKXxRYQOzi6dSliUIoBIfYSbYS65iNgP9cyTmw1CQmaYCoKSok1DEzdxiLx/2/IRG+6eoLrsuaxmcPr8C5+pg1v2JosiJ3oewlx2l1LQ/ITqz6Q0WG1s40v59jPpKTvY9xOj0X9K2FwRZSvzd618iEvVm5KrZQlPVbcwspg7GgxMvUW3LXtIICU/yUNu3cXuXmHCc5mTP03TWf23XeRqNSk8wlJ5QDobWOdH7U+LiBkc7vo9+2/1fWuulqCARLtVpiyg172Fs9s8Z9y+KMTTK/IxGt9TSxtGOH1BatI/zI8/imOvlZM/PONrxgx1LEs2GBmYWutOWi6LIqYGfsa/p3qwDq0nfyLQzfaZ7duRp2uu/mJLvKyqsY9l9QUVqaPpF2mq/kvPcEudXg9nQzLDjZZRKNcHQOj1jv6Jv4gVqy2/Z5ODJPpjlwsfNjXMVsCRJUua5KCAIwncEQegWBKFbkiSu3PcfGJ/7Sxoh07Yt0pb4gy5OnH+Q1tovULKN00alzEvxTnR5Zo52fI817yg9Y7/JuHetupg1z3TOi9oIe+kefJIV9zi3Xft/UWatp7X6DhZWz9HV/wjD0y8T3Ej3XrdQWXKI8U2pu1g8Qjjizzj1uxhllg60ahOTm0yXHv8cGmWibXuLLGtq4W0Otn6bElN6S7/H70SnSS3TFASB1tovEhc3GHGkSiNKkkQ44s/qBXp8Tk71/4yzw09RZKiiuvxKOho/hyTJ6ep/lGAo/R4YC6vwXKRLMO18F6upLeuHLJcrKS5KdK5uweWepGhb2WwmeP1LhMJBzgw+h82yPy1sczHyNaV4/FMZf5dwJn5CU/UtWAwXBC4UCm1yJigIAiWmDo52/ABdvonjPQ8yMftu6jG0JUmCv76J39BW+yVyQZtnxB9cSfITAQRDS5gN2XNQwdA6Z4aeoav/EQQkdNoiSkzNzK8cp3vwcbr6HmVq/kTOsJNaUUQwnPr8BidfZmDid3Q23J1kMd2OUMRDwTZCNnvpUbyBxYx02VPzH1JclLs7WJAlVLs0mgIUSi09Y8+lMNNmgtnQxLKnP21599ATtNR+NklmlglFhbW4vakc+fPL59Dnl6VVndVX3sD8coIS2uUZQ4Yio6zpxRDFGBqVkTnnINNzA/SM/pJa240cbvtORt3mj4K/W4JWEIQ3gUxcBf+HJElbCh93sYNXL0nSY8BjAEX6SkmpUHOg5R8Ym30tQSvacFfO83Cu9DG18B6H2r6d1gAlCDLkF4VTZDIFrbVfZNndz4fn/5l9Td9KmS5pNSYWXb3ZzpWZxQ9YWOmhve6u5MMJR/wolXm01yU+XLdnloHJPyAhUmJqpcy8P1kaCFBq3suJvodoqLyRRdd5rMbspGsXo77yZs6PPMfSWh/h6Bq6PBMu9yRD03+ksfqmFEN0MVbWxsjXZaaXaLTfxvjsXxicfImWmkSFhcc/T54qNUEkimKyjFWfX0Zb7RfRbjbxnB58nP1NCTWtMss+zg0/Tbl1LxXWY0lvWqXUst1GBDZWWVwd5GjHD3Jed1Xp1XT1P5bsXB2ff4uOusye1Jage6GuhKaqW5lUvoUgi3G850FqbTdizRKrLsgvIehIp3WOxEJ09T2csdTUpK9lbukcVbbDyWWCIGAz76fMtJe55VMc73kQm2U/9rJjmPUtzCydYNk9gL3syK6EuosK6lly9VFq7mR89t2MFAYXnssA+VoLdRXXo8+3cbznQa479L9xZuhJ9lcnOnsj0QDLawP0jD1LKOJHqzZTY7s2xVgZCssJbYactt6vevu1tNRkLwVUqfLSZk37Gr/Bh+f/1+b3eWEwX1kfZH/zfRfvAgBvwMmo41VkMhX7m77O+PwbVFiuQKnSMjD+eyJRH9W2q7AYm9OOp1EXIpA6iA1M/oFSS3tK/X4mqFU6BNmFmXksHmV64f2M76Zss1oqHPEzPPUaRztSu6ZjsRDO1SHcvkmCoWVkMhkKuRq5XEWhtgxBkCjQmgCJKee7VJVcS4EuM9nbbvF3M/aSJN2Y6/eCICiAO4B08vMskAnyrW1pqPwMS2u9HO/5CYda788oTDEy/Rqh6DpH2r+bvZZXnjl2XmxsIz+vnPOjz1BuPUyFNZHB1+aZMjZL+QJL9E/8jmJjc9qDzVObcXtnKNqssjDqKzioT1TcTM93cXrwCTTqAiqshzHp6xEEGdaihJTfoquffY3f3N0N2sSexrs53vNTghs+RqZfQaFQbsox5hZlD0YWsW5rzLkYdRU3M+38K71jz9NR/xUW185jL7s6se2Gm8GplxClMLbi/RwufyAlL7ER8qTUOOepCznW+UPGZt7i1MDP6Kj7arIKQbnJGy5JEr1jv2XvDs03sNW5Wo9zpR+rqQWZjBR5uUgsxNDky2yEXZRZOpKC7itrY2jVVqrLrqPCegWTc28wufA2TfbPpfHfKOQqZPJUb3Uj5KV78IlENVQG5kVDfg0jjldTjP0WBEFGhfUINstBZpdPcLznQSqKD+P1LxBSrdNgzy6ptx319us5N/w0peZOlt39HGm/QOfg9swyNvs6ggBlxfs2n0viW5hfOkexqQmVUkthfhke/yL6/BJUSh3l1kOUWw8lReLnVk4QcKwQj8cpLuqg1NzG2OwgZ4aeQq3S7vh++YMutOr0yhGZTMaexq9xfvQ5DrV+O2mcFXJV2v78wRVGZ15DFON01N2VTNRHYyHUKi0KhYa9TV9DFEWGp19hYu4dyq37sFkOpbyLSqUuyQHlcJ5EJghUFGcv390OpeJCrf65kadpq7sja/6tovgIb3f9D8zGBnrHnmcjsoZCrkAhT9Aj6PPLEzPK/NIUZ69v7Le01n+apdUBOurvJBjyMDz9EqIUo8J6EKupxxhk2AAAIABJREFUM2eJeDZ8nKWXNwLDkiTN/a07sBZ1oNNYOdH7MO31X8FQYEMgoXl5duQpzPoaGqs+nXMfWwNIJmg1Bg63f4/RmVc4N/wMnQ13o5CrEGQXvAVRjDE2+zrr3nn2N30zo4Ztje1a5pZPJI39dlTZDlNlO0wsFmLY8Trjs2+izy+jzHyI3rHnUSo1aUlMUYwRjvgJRwKEo35icT+RmJdQ2EMkFgRJRK3W4lyeSNCrNn55V5UkoZA7rYQy7XxLr2F26TjnR58lFg/jUy0wNPUHdHkmGuy3UJhlZjC7fJw6W/r4X195A8GNfZwbeYbK0oOUFx+mQFuCa92Bb2Mai7EJzS68W4Cqsus4NfAY4UgA66Zcm8s9zfjcn1EqNVSVXkWRPrWULRB2Jpcp5Coa7LcSiQYYnXmNkZlXaKv9csr0eft99AWWOT/6Sw60fIu8LOybujwT0VjupL9MJsdeciUVxUfoH/8DK65ZKkpbmVn8ELWyCK3GSJ6mKKsxlckUROMRZpzdFBsbEOMxBqdfwx+cx1BYQVvtlzLGeR2LH3B4Uyu2qvQaBib+wKG21OqOi0XiI9EAy+4BPjj3IF6fi46m26jLIp6zHTPOk5iNmfM0BbpiLMbmZCfpsmsUw7ayxeCGm9GZV4lEg7TXf5U89cXEbvEUZ08mk9FS81kApubfp6v/YSzGBuyl16BUqDEbGnHMn8RYUM7y2gAHWnZPoWAsqGTZNYJElAKtBf1F1OWRSIDJufdZD0whlysIBNcpK1ZhLztGoc66Y+J7bvE0CoWSUtNeotEQs4vnsZcd4EDLfYiiyNjMm0wvPIyxsBJ76TVp9yIXPk5jfye7TMzmQr7WypH2Bzg7/DQl5g5isRjHex+kuerTmAzZvdQt7MR8KdsUenCtj3K850H2NN6TbFRye6cYmHyZ6rJraLTflnUfBbpiAhvZ+bwBFAoNbbWJ8jqPz0n/+O9YWZ1BpzVwbiRRZSOKMeJiHEkCpSIPpVyHUqFDoyoiX1tOSdF+1Kp8ZDIZ/uAKgYAHfUEJs0unGJ15jTyNnlLTPszGhoyegUwuZJVd20IkGkClKGRpZRJfYA2dxsrB1m/nHEwkSWLNM01DZeaBV5tn5FjnDxl1vM7pgccpMx9icu49onEPxzp/mHGbjPdQrsJsqGVs9k0qrAc40fMTjAY7nQ1fy0pt4AssUl6V6tWplDraar+0aWReIRoL01l/JyqVDrlMjSjG8PgWGJx6kcNt385JNbAbkrOt3gvH4nGQBEzGMgSZgFJuxO2dZdHVSzjiQSK+KY2nRCYokMlU6PJMaFQmjAUNnB18nmJTJd6AkwrrUVprP5c12Tw1/yG24r3JzmhdngkEaecOU0lgbukslWV7WXaNEgytcrLvYYqLmqiwHss6IHmDMzTYs0/2a2xXcXrgCUz6aWYWP6Cp+nOEwl7GZl8jGFqnteZLOWLW2XML1barqLZdhXNlgO7BxynML6XccpQZ5+9xrp7hSMf3MiaBs8FY0MDE3FsEwy6OdfyAmBhjeu44Ls9QUgu52NhKnf16nCsDmA1NLLkG2Ygs7siy6vUvMbdyhsObOhUmfQND03/EvtkXIJPJaKy6GbiZNc8MvWO/zijFmg0fm7GXJOmb/1r7kivUNNpv48Nzj7AR9tHZ8HmMhdlLFbdDyOHZb4fJ0MCB1lLOjzyHz79K79ivicejGbsLMyEuxglHAilxyUxYWO7Dsfge+sIS4lIUQRDorL9n1/zrWxiZfoU9TXcxMPECe5u+jkZVQCQSZHz2bSbm3kajysdqaqe4qDVpqC829PF4FLd3lnX/GL7gEtHYBpIkoNdV0Vr7BVzeIbyBRANSbcVNWUv91n0O8jJM4S9Gg/0WfIFVTvY+hs+3iq20me6BJxGleOKvGAckBEFINmgJgoBA4l8EgVAoiM/nwl+wzOGO7+843Y2Loaxdxto8I3sa78EXWKR3/NfIZGoKdcWMOt7F7RvjUNt3dwyNQaJkbyPsTfPCorEws0sfsOQaRp9fyf6mbyKTKejqexid1oSIl+aa7KGcWCyCxzeH2ztHOOpGEBKDdV3FzRTqcgu1L6yeTYs1V1gPMD77dlajPDH7LsvuQdrrvoxcpsLrdya7kOeXe+gefII8jZ6qsmswXOTxKuSKlFBFJuxv/gYfnn8QSQLH0vv4/Is0V39hR9H53fDDlFpaKbW0su6bp3vgKXz+NYwGK6f6H9vM3Sk2B9AEVXLiZzkCSmRCQns2EX5RM7vQh77AQvfgE6hU+VgMTewtvSdt0F9299Fo/zTVZVfRO/Y8vsBSQo8gwwAcE2P0jP2Sw23fSQ4+ujwT8XgobV2AIn0lh/XfIRaLMDC6sxg8XGIdtJCYsnn8C3gCU6z7ZonFQ0SjYfLURpRKFVqtDZVGyfmxZ4hEAuSpTNjLrsw6qgq7KEjyB13MOE/iDc6gkCvx+dcQhEkspmqWXAOYDQ1Z+au3YC3aw7K7nwpreuxWFEXGZ99i1TOKtaiRAy33I5PJOdX/KE3Vt3F2+JmPNNUEiEthCnVWWqrvYNTxCh31d6JSaWmpvW3zmDEm5j6ge/BxFAoNFmMDGxsBHIsf4PY6iMU3iMUi5GtKKS3eR11FqtFxLHRj0ldTbj3ERsjLwOTvAIma8usoKqxOWXdm8TiNVZkTd7FYGJdnklXPMKGIm0hkg3g8ik5noL0uIRCS8jeH8d6iTyg22zEZyznZ+1MqS45RnkETN3n8eO6eCUioZR1o+Qfmls5yqvcZBEFGdcVBZpynsRjryddacnrDpsI6Zp2naahKNDn5gktMzb9DMLRGpfUqjnZcaH4KRwIIgpzmqs9xsu8RCrQVaaGCLSgUKkzGGkzGGjZCXuRyGbW2G+if+D0ScWpt16fUqW9hZPp1qm1XpN1Lq6mT6YWHSURYLyAYXOP82C+xWTs50v49BEFgzeNApbyQE7EVd2Ir7iQU8TM0+RKRmI9Sczs2yyEkQUCpSA9v+gLLLLlGCIScbITXkAkQiYbweFeQkGiqunUXhp4dy5khEe+fXfowUXGmNRGNhWmovpGSoo6EIxGPEhdjxMVognwvvvVzbJMVNIIkxVj3zRMTI7TWfQFLUW6HMhoLJLvaO+q/wtT8e5wdfpo9DV9LY8bsHvgZnfVfThswlIrcdmW3dChwiRn7QGiVrv5H0WrMFBtb6ag7lvR4ByZfpL3hVhZW+jEW1GIvuTKRXPLNsbR2jom5PxONhjAU1FJju+pCbF2QpUxdRVFkyTXEous84agHlVJLntqIxdhEQ9VNePwOFPJ8/MElmuyfx+E8iWPxaRRyGWpVIRZDMyZDQ1qtbmXJQc6PPpNi7COxEAMTvycc8WIvPUx95Q3JUX15bRB9fhXGAjsFumJml85QkcNobcf8Ui8WYyKEpS8oJeTw4QuuUKDdLpWmoL7yWuq5dpPn/i2WViYwFTbSUffVHWcSwdBaUjEqT1PIgZZvJbyMyd8z6vgzVWXHsBa1I0pxgiF3Mu6+EVrH5R3D5RkjGgsSi0YpzK+iuvRatHlGXJ4xHAvHkYC4GE1W8uwGfRMvUFN2LXMrp7AaO6ksuQqH8z2O9zxIpfXKNAUpSZKIRnMLoCy7RnEsvo9EnAJtMQZ9GQIS5cWHiETXca6dIbSwjihFiYsRYtEICnkeapUJQ34llqI6jIU1zCx2seiyMLN4EpmgpKX6Cxnj6F6/E+0mqdyB1vs50fMgh9u+m5M3B2B5bQR9vg2NupADLd+88CxmXqeq7AqsRe0IQiKf5fKMZ0z+ygQZ+vyyFBqJwck/EdhYYm/jvSkJ71BkHY0yPayiUeWztymhVuZYSDRWbWz4kSSJE70/RalQJcJQMiUalYGCvFLMhmMJZSdB4ETvQ5QU19BR/1WW1nqYGXwfSRSptF5FiSVbR2/mME4kGmR+uYvV9TEEQUl9xS00V5dybvhprj30n+gefAKLoRmFXIVcpmA3ARHH4gluPPK/Mzj14o7GXqVMrT6qtl2NTlvKyb5HNiUkE6HFgckXqSjZn1G6tFBXkpFCAzZFaKbf2MVZJ3BJGXudxpxk/dsO17qDSNRPqXkfBVo70853aKv9UiK5VFiBsXCTdyUeYXV9jJGZPxIKe5AkgVA4yNDEqwTCCyAkRlJjQSW15ddToCtJm3KNzbzJodZvs+adZHj6ZTob7mSLFyUSCTK1cJxp53EUCgVqZSEWQwtmQz0KhZpwNLDZFLbM0PTLKBUqqsuuT+PQAFh09dBkT5Q41ld+mpO9D2E1Nu2Kx3p2+XgKfWxH/Vfpn3xhk9ArHTKZjHB0jasP/JDRmdfwB/ekcKVkQizuT+vOVShUdDbcmRg8HH9mav59ZIKGaDTOuZGnicY2EFBg1rfQWv2lNK9kI+xlaPIVjnX+I96Ak/nV0zTpsudCtsOx+D4apZ4SSxuxeIwVzyD2kiupsV2PveQqpp1/5XjPg9hLr06WZ4YjfhTy1EFZFEUczi6W1npQKJQYC+y01tyONq8IX3AFX3CVqtKrWVw7m7EGXpIkQhEf/sAKG9FlJuYTHarOpXF0eaUcaL4/5ywgEF7AtMmBo5Ap6Ki/k3Mjz3Ko9f6csWVvcCZFOnH7sxiZfo2p+fcpt+7D7Z2jwX5T1lh+Vem19E+8QIP9MwxM/I6a8itpqUl/BuGoG0NBbkZTe9lRVEodfWMvUmU7Sl3lDTlnZudGnqO56jaCYQ+rniFqy2+kFgiFvSysdnN6MMGBX2G9glJLqh7BFkQxxtJaPwsrZ4nFIlRYj3Gw9UICObixRiQWQqPKp6Hy04w4XqG15vac17EF5+ogJn0V+oIyivR2nKuDlJozlzK7PTMZVfKKjfXka8wJHeTGr+ILrCCKUWyWQxn3U1TYxNzSqRRjv2U/BEgRH98Jl5SxzwRRjDE49QeObFYV5GtN+AJLiJKY9mLJ5SqsptZkpcZGyMNbXf+DeCzGsb0P7BhPX10fRaspRiZTJDrxFk/gCywn649VKi2NVTeyNQ2ORAJMzn/AtPMDFAoFrrV53ur6vym1NNJe++WcnXAbYU9y9iETZHQ23MmZ4V/sWG8eE2MoFZqUpKBGXYhcUOH2Tqfw829HMOLCbKxFX3AfXX2PcaDlH3K2Y0fjwaw14DKZjKbqTzPjPEnPyMtUWA/QUf+FnEZOlETOjTzLvqZvIJPJMBTYGJ15Jee1bsHtnWTZNcLBTZ6QsuIOekafwb5JZCWXK6ktv5Gq0muYdr7L8Z6fUFV6DUpFHnkqM7FYiLGZd1j3T6JW6rAUNbOv6RtpidXxmddor/0KeZpCZpdP4PZOYbwoZCUIAnnqws34fKJue2LuTfJry1ldz959uwWvf4GWmgviL/r8UqxF7YzOvJZTuyAYclGgTR+gZTIZzZuCNd39z+FcGUAUg8wunUCUEsySkigmfxZFkdW1eWTCnznYen/WGUVgYxWbObOB2sL0woe4vVNcd/A/MzT9Yk5DP79yCrWqALMxMdCd6n+UqtJEWa9GXUiN7XpqbNcTCvs2Df8JxHicCusxJElkzTPF7PIJghvrmPWN7G38esbZ6cT8m0meoeKiBqYX/oo34NwxxwEwNf8Wh9oS5It15Tdzsu/hrMZ+ZvkU5ZbMhGvaPCNH9/yI97v/Xzy+VWoqDjE5e5wig51CXWnKd2IorEgSsE0tnGBx9SyFOiutNbdn1KnIhUve2J8deZa22s+nJMoM+VWsrA0ljXo2TC68xd7mL7LqGca/sbqjsR+ffYtD2wjYWqrv4MzwL7ii80cZ11epdDRVJ6bLoijyfvB/opApsZdendPQ+wLLKOSphkaXZ8Zm3cuo4y802G/Ouu3Y9BuUF6e/ZO0Nd3J64DGOtH0vzasTRRG1UpekkDjQch+nBx/nSNsDGUtJgQQdco4qlPHZt9kIr3LLlf+N7sEnduQQH5l+Gbv1cMp9kQkKAhuunC/1Rmid/omXuaLzgoi0TCYjkoFvPWH0b6Kq9BqmnH9lZPg9VEo1MclPqamThqqbsvL2+4JLxOLR5AC4tyHRy7CT2Hc8HmHJNcSxzh9h9lRydvjnHGjJLrgiSpG0CouqsqOcH3mOFfcgFmO2prjsuqcAYzNvoVTLKCmuo67iM2mC2FsIbKzSPfAUwfB6zgqreDyc9d0AGHG8RlwMs6fxbgRBIBZPfx5b8AeXcSyc5ljnBUdGIdfi8c2jvyjXplEXUGO7jhrbdYQiPsZn3mR2YRhJVNBWd0fObzgSDRAIrqY0h+1pupczgz/nSPsDOVXfHAvHKSvu2FbMoKTKdpRRxxs02NOFRzY2lpIRhUyYdXah0xpRq3XYivcTiqyxsp4ozpCkGKIYJRaPEovHcK8tcKL3YcqtnRxq++6u5Egz4eOmS/gXYX7pDPlac5p3VV/1KeZWTufcdmG1G0lMCGa3VN/O0GRuVsIV9zC6vOIUb0GjLsBWnBAL3wlnR56ivf52DrTex7mRZ4nFMmfZARbXzlJVcnXa8orio3j8s3j92bmB1v2TWIrSDYJCpsCgq2DZnd4qPrd4JqW9Pk+jZ3/z1+nqf5RYFtKoeDySsZENYGj6FWJigLbaL6NUqNGo83Ne75K7j0g0hO2inER16fXMr5zKslVCQens8NMcaL4vbTBRyLX4ApnLXeVyFTqNlRJzLWq1jpaq27Ga2nJ+RGMzr9Ned4H/PpHz+BTDjj9m3QZgyvnXpPSeSd+A1dySRnS3HdlE1Pc03s2o402CG66Mv8+VqOsd/Q2CTKSz/i7qym9ifiUzk6kkSfSN/ZbDHd9lT8NXONn7cNZvQpLiGZdvHU+pUNNS/YWkAY1mef5xMcb5kV9x4CJa7+bqzzO9+F7WYwDIZErc3mmuPfhPbIRdOyYzJxfeprbilpRlKoUGs6GeueXc7K7zK2eoLLkqZVmZ+QCrntGM34hSmZe1rPv8yC+Jxr0cbL0fQUh477bi/dRX3EJn/V3sabiXfU33caj1u9RVXEtBQTGSJGKzHPmbDT1cwsY+Egky7TxOQ2W68LdCpiAa3chI+QvgDSwws3CKtroEjalSoaGx+mb6Jn6b9Xjjs2/TukkTsB32kqtYcvXlNGYOZxeFuhKKCqtRq3TsbfwaXf2PZf2QvP55TMb0KgpBEOiov5PesV9n3NYfdFGgs2adLjdW3cr4zLspPCoAi2vnKTamCqzo8sx0Nn6Vrp6fZjyWXCbP6An1j7+ASqGmyf7Z5O/Liw8z4shMeBXccDHueGcz95EKk7EKjz97z13v2G+oq/xUxnBTmXk/q+sDGbZKdJU6nMfZ23Qv+5vvpav/0axMiJDojo7HYykSkQBWUxOhkBe3bzrjdrF4hGXXMLbiC6ygFcVHkclkTC+kczuJkkg0mp2C92DLP3B2+LmM9MKZdAtEUaSr/zEspnrqNmXvjPoKPP75jPt3LL6HxdiMRpVPYX45DdU3cXb45xnXjUvp5yCKIt2DT2Aqqknj2JcLajZCnrRtBid/T33lp9Lou/M0hQQ31rJSKYuiyKm+R9nXdA/6gjJaaz9P91B2IY94PMKax5Eio7iF+sobmVk8RSSamdF0ZOo1qm1Xpn1XgiDQXHUbvaOp7UIbIS8aVaoYDCQKMj48/yBlxR00VCZKMA35Nay6hzMe1x9cYszxNlfv/ycaq26ie/DxrNe3G1yyxv7M8C/Y03BnVsNWUXyM+QyjdSQapGf0NxzYbFzYgsXQDFIctyedSGnFPUSBtjRjDFAQBNpqb+fcyHMZzyMYWmdh5Qz120oX87VWGqtv5uzIU2nrR2NhojkolNUqXWJgGn8+7Xcjjj+lCC5cDJlMhs2yL40lURDI2HRUqCujte5zdPWne3hyefq9OD/yLPqCMmrLU0v3zIZ6vMF0AxMXY5wbeY6DOcIakiSwEUqnp5haeAedxoI1C3um1dSM25/OThoMeRiY/D37m7+FTCZHl2emveGLnOp/LOs5jM68Snt9ZuWhvU33MDD+EvEMg8X0wjtUl6V3lzbZP8fq+igr7lRSrUBwFY0qe55EpdLRYL+F3ouefSQSTAv7RaIbHO95kEb7TWlKYTJBhT+YOusJbrhwrvRTW3FtcplZ30SppYPeDKSA8Xjq9SbKXh+mquwKbOZ0bp4CbSUef+q35XSdS1CDZGHaLDHtZWE1naESoHvwcVrrPpukqDAWVlNqbmFw8uWM6zsWP6SyODu9cEvV7QxPp28rijHWvJOUmDKL+BgL7YCUQsvtcJ7AZEi9Jpd7mlN9j9LZcCfFxgssprWV12Xk2opEA5wb+VVKg5W97Ahnh57Oeg074ZI09qOOP2Oz7snIRbIFm7WTlfWRlGWSJHJu+Bk66u/MyCLZUnMHA5N/SDFskiQxPvtOkvwrEwrzbWg1BlbW0sk7zw0/xZ6Gr6VVUpj1TRQb6xiaTlW/WXEPYC7MTTNrMTQjk8lYXhtNWR4XQ1npCrZQZbuC+eWeZH15KOTN2uoPYCiopq7y+jSv6eIpaoLDvTkjf7wgyCjUleL1L6csH5h4gdryG3NWGFWVXJ32wa95xnB5pnPmLmQyGZFIMKVSIxaLcGbwCfY3f/OiHE8lNRVXcW74mbT9+AKLSBJZKRtkMgV1FTcxMp0azonFwiyvjVFqSacnFgSBvY33MOp4LcVI+INOdJrcXZbFRQ3kqY0pA/by2iiF20QufIFluvofZW/T3RgK0meIteU3p4RyEhxEz7O38d60dW2Wg+jyTIxMv5ayfjx2wdhHYiGO9/yE1prPYjZkfndt1r2s+y4whgY3XEzOfpCT1bPadgznajrdeO/Y89hK9mIsSPXSK6zHEKUI88vnUpaLksiiayCt9HY7jPoKovEw675UB6F//Pc0VN2cM57fVPU5+sYvDIjr/klM+gukahOz7zLlfIcj7Q+k5UpUCg0bYc9FFUVxzgwl6vG3N6JZizooNiV4dv4WXHLG3utfwhOYo6L46I7rygV1Cvf9iONPlFr2ZG3USIRzbqJ//IKC0Yp7iAJd2Y4Jxkb7bYzMvJqyrG/seeoqr89qTCtLriIeDzG3eCG/sLQ2QFXFVRnX346W6tsZdbyWjBcurPRh3gU9BEBd+U1MzCX41Cfm/4rVmFt8xGJopsKa4K/ZwlbnsSiKnNzG4Z4NldYrGJ29cH/mV06jkOdRkqWaYQvFpgbc3unk/4OhNQYnX2Ff487kaGpFAb7AYvI8u/ofYU/j11LqxZPHMbZTpK9iaCrVuxu9KFafCSXmFoJhTwq97uTC21RnkAvcglyuZH/LNxPyj5szOW9wLivj5nY0VX2GxdXB5PHWfdNoVYlBfsk1TN/4bznc9u2MMpWQEAbfHspxLL6fCN9k4VmpLb+RaDzAjDOhohWO+pP5muCGm67eh9nbeHdOiuh8rYmNSGKGJopxzo38kv27aBSUCSp8wQvf8PjsO+SpCzPOHiDhsM0unsTjdyaXOVfOUGzIXawB0NlwN4OTf0wKqkRiIUKRdUz63JKlWo0BQ2E5S65EOEYhV6BUaBDFhHMpCVH2N38zawexRmlIeR59E89TVXplRkrk8uIjFOZb0t7T3eCSMvYS0Dv2azrq7sw50m6hwX4rM0uJ2Oii6zyRaIjKkvQO1u2wGFoQpShuzwySJDEx9w4t1TsruCsUauoqrmVgMqF85FwdBEHAWpRZbHwLrTV3sLB6Pnm8cMS3K+56uVxJR/0XOTuUiKnOLn1AeXHua9uC1dTE2rqDUNiHLziLyZCb2hWg1LwPs6GWvs2BUBBkiJsc7g1Vn8pJnQwJfiBJTBg1X2CRGefpnLOl7YiLIqGwj3g8wtmhZzjQmrtWfQvl1iOsbMbtzww/SVP1pynIMfOxl14FSEmtBK/fiSRJu6IZ3td4D/0Tf0AUY0RjYVbdE1nL8ragURWwp/EuuvofQRRFQuF19Pm5Z2ZbONByH31jvyMcCRCMrFKgszI5/z7zKwlt5lx8PQAyQY0vsEIwtMbCSl9K+CYTWmu+yLJ7iCXXMBshDyplAW7vPGeHn+Fg6z/knGVvIbrZ+j80/RLVtqt3RXDXXPU5pp2JRO3iaj++4EJaN3fqdcnY1/wNekd/TSwW3qQdP0Vd5c5kbQqZgjLLPqadiYKL3tFf0liVvdx1O+oqPsX47F8SbJoKLZFIgOO9P6Gi5CB15dn7GgBqyq9n0ZVQWptaeAetqohSS3a7UVV6HXK5grGZ3TdUAch//OMff6QNPk789//+3358sO1raZzh2aBW6ZiYfQdDfjkj03/ZNeWAydDAuZFnUat0iGIcq2lnbwsSwhPTC+9ToC1neOpl9jV/fUduFkEQKC5qSxxPoScU8VJizq5MtB0JzhUXXv8i4aiHCmvuuuftKNRVMDmfeFlsxbvrzNXnV+APzrO8NkIkGmBy7j066r+IoaBqV9tHol78ARfDjlc53PbtXfP9yFCxHhhnauFD6spvoHCXBlGXV8T0wnusuEexmpt2HHgBzIZGJuffQSaomHb+lY66r+xIDgebKlPyfOZWu/D4pik1H9yRQRRArcpHm6dnaOpPQJxSc/ZQw8XHKyqspXf8N0hSjMDGEhJR2mq/vCO5H0Ce2oLTdRqH8wR7G+/ZkbcmIbzSTt/EC0gi+ANrrKz3c6jt/h1Llrcwu3gKuVyBz79MfWVOBvQkVMo8JuffpSCvjLHZNzYlE3N/U3K5kqLCas6NPEueWk80HqG4aHcKXIaCCoYmX0GXV4InMEN12c6zbEiENWUyGBx7HbWqkMn5dzeTx7kFcSDxDkwtvI9KqWHJNUxb3Rd33Makr8e5eo5gaB3HQrfzxz/+cfak0yaE3fBK/FuBQq6SWhvSa1pzYck1RiCwjr1870cqW3J751lbn6Wm4tBHYsULR/zMOQcotTaizRELT98uwOxCL+Wl7WjUu6P0hUQeYmq2G6O+DKM+uwRfJsws9KBSqimx7O5D2MLcYj/BoIeKsraMIZHVduL+AAAHh0lEQVRsiMXDTM/3UGap/8jSahOOLgyFJZiM6W3juTA1exqNupDS4syJ3EyQpDjTc2dRKvMoL9ndwLuF+cUB4vEolbbMCb1sWHaNEwi4qa7MLfF4Mda9C6ysOTAUFGMx7TxD247xmS6MBR/tnsbjESZnulHI1VRV7Nk1kSDA4soIGxvej3yNq2sOPL5Fqsr37mrg3YLbM4drfZ7ayoMf8RtOfIsVZe27mtVdgMT4dBdKhYqKso6PRF44s3AOQVBQUbqzQ7L9eDML51n3Os9IkpS5g2sbLiljLwiCDxjZccVLG2YgXQ7pk4NP+vXB5Wv8pOBSuUa7JEk7xtEutQ7akd2MYJcyNrV2P7HX+Em/Prh8jZ8UfNKu8ZJK0F7GZVzGZVzG34bLxv4yLuMyLuPfAS41Y79jxvkTgE/6NX7Srw8uX+MnBZ+oa7ykErSXcRmXcRmX8bfhUvPsL+MyLuMyLuNvwGVjfxmXcRmX8e8Al4SxFwThFkEQRgRBGBcE4b9+3Ofzrw1BECoEQXhHEIQhQRAGBEH4p4/7nP5eEARBLgjCOUEQ/rTz2pceBEEwCILwgiAIw5vPc2cSp0sIgiD8x813tF8QhF8JgpBZ1OASgiAITwqCsCwIQv+2ZUWCILwhCMLY5r8frQvw3yD+zRt7IdGi91Pg00ALcJcgCLlJRy49xID/JElSM3AE+MEn8Bq38E/A0Md9En9H/DPwuiRJTUAnn6BrFQTBBvwjcECSpDZADqQLEVx6+AVwy0XL/ivwliRJ9cBbm/+/pPFv3tgDh4BxSZImJUmKAL8GdsegdYlAkiSnJElnN3/2kTAQubluL0EIglAO3Ar8y1QY/o1CEIRC4GrgCQBJkiKSJKWT8V/aUAB5giAoAC2w8DGfz78YkiS9B6xdtPjzwJbgxFPAF/5/Pam/Ay4FY28DZrf9f45PoCHcgiAIVcBeILdO2qWJ/wn8ZyC7/uOljRpgBfj5ZqjqcUEQdscSdglAkqR54P8BZgAn4JEk6S8f71n93WCVJMkJCWcMSOcbvsRwKRj7TNygn8h6UUEQ8oHfAf9BkiTvx30+/5oQBOE2YFmSpDMf97n8HaEA9gEPS5K0FwjwCZj+/3/t3U9oXFUUx/HvrxKllZCNLixdpGqKUpEIjYhRjDZ1IVI3SqAoLioVsRUr3diN24rQhRZxoxsNpVIDin+ICxUkokmJqbG1G5uiA9p0IeIiVZv8XNw7MKQxf9pMZua984GQ5M3c3EOSObnvvrxzqvK+9WPAZmAjcL2kJxsbVViuVkj2FaC2TfsmCnDqOJ+kNlKiH7Q91Oh46qAX2CnpHGkr7iFJ7zU2pFVXASq2q2dlx0nJvyj6gSnbF2z/CwwBl7cmK4bzkm4CyO+nl3h+02uFZD8GdEnaLOla0gWhlbdpaWJKnQ3eBn6yfbjR8dSD7Zdtb7LdSfoZfmG7UKtC278Dv0qq1lPeDpxuYEir7RfgHkkb8u/sdgp0AXqej4BqO7SngQ8bGMuqaPqql7YvSdoLDJOu/r9j+1SDw1ptvcBTwKSkiXzsoO1PFxkTmtM+YDAvTM4Cy+uY0wJsfyfpODBO+g+y7ylASQFJR4E+4AZJFeAV4BDwvqTdpD9yi/embAFRLiGEEEqgFbZxQgghXKVI9iGEUAKR7EMIoQQi2YcQQglEsg8hhBKIZB9CCCUQyT60LEmzkiZyyd2Tkl6StC4/tk3S64uM7ZS0a+2ivWzumZp7KpY7biCX+S5keehQX5HsQyubsd1teyuwA3iEdEMMtk/YfmGRsZ1AQ5J99rPt7pUMsH0MeKZO8YSCi2QfCsH2NLAH2Kukr7oClvRAPgOYyNUo20l3SN6fj+3Pq+2vJY3nt3vz2D5JX9U0JBnMpQKQ1CPpm3xWMSqpPTdneU3SmKQfJD27VOx57jO5SuaPeY5+SSO5ecbd9fvOhbJo+nIJISyX7bN5G2d+OdoDwPO2R3Jl0YukapQHbD8KIGkDsMP2RUldwFFgWx5/F7CVVIBvBOiVNAocAwZsj+Va9jPAblLp3x5J1wEjkj63PbVE+LeSbsnfQ6oHtQu4D9gJHKQA9dRDY0WyD0WzUEnsEeCwpEFgyHYlL85rtQFHJHUDs8CWmsdGbVcA8j57J/An8JvtMYBqSWpJDwN3Sno8j+0AuoClkv2U7cn8NU6RuiRZ0mSeL4SrEsk+FIakm0mJehq4vXrc9iFJn5D29L+V1L/A8P3AeVIrwXWk1X/V3zUfz5JeN2LhvgoC9tkeXmH4tXPM1Xw+R7xOwyqIPftQCJJuBN4CjnhedT9Jt9ietP0qcAK4DfgLaK95WgdppT5HqkB6zRJTngE2SurJc7TnVn3DwHO5PwGSthSpW1VoXbFiCK1sfd5WaSOV3H0XWKgfwIuSHiStyk8Dn5FWzJcknSQ1nH4T+EDSE8CXpC5T/8v2P5IGgDckrSft1/eT+ut2AuP5Qu4FYr89NIEocRzCGst9hj+2fccVjO2j5sJyCMsV2zghrL1ZoONKbqoinYH8UZeoQqHFyj6EEEogVvYhhFACkexDCKEEItmHEEIJRLIPIYQS+A81p5tCgnX23gAAAABJRU5ErkJggg==\n", 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" ] @@ -169,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 5, "metadata": { "scrolled": false }, @@ -178,9 +178,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Help on method addRegion in module api.R2:\n", + "Help on method addRegion in module resipy.R2:\n", "\n", - "addRegion(xy, res0=100, phase0=1, blocky=False, fixed=False, ax=None) method of api.R2.R2 instance\n", + "addRegion(xy, res0=100, phase0=1, blocky=False, fixed=False, ax=None) method of resipy.R2.R2 instance\n", " Add region according to a polyline defined by `xy` and assign it\n", " the starting resistivity `res0`.\n", " \n", @@ -211,21 +211,21 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Mesh plotted in 0.12880 seconds\n", - "38 elements selected\n", - "38 elements selected\n" + "Mesh plotted in 0.25545 seconds\n", + "56 elements selected\n", + "56 elements selected\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -250,16 +250,16 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Help on method createSequence in module api.R2:\n", + "Help on method createSequence in module resipy.R2:\n", "\n", - "createSequence(params=[('dpdp1', 1, 8)]) method of api.R2.R2 instance\n", + "createSequence(params=[('dpdp1', 1, 8)]) method of resipy.R2.R2 instance\n", " Create a dipole-dipole sequence.\n", " \n", " Parameters\n", @@ -285,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 8, "metadata": { "scrolled": true }, @@ -476,7 +476,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -494,7 +494,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> F o r w a r d S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -503,7 +503,7 @@ "\n", " Measurements read: 165 Measurements rejected: 0\n", "\n", - " >> Total Memory required is: 0.020 Gb\n", + " >> Total Memory required is: 0.066 Gb\n", "Inf or NaN: filterData: 0 / 165 quadrupoles removed.\n", "strange quadrupoles: filterData: 0 / 165 quadrupoles removed.\n", "165/165 reciprocal measurements NOT found.\n", @@ -513,7 +513,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -537,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -547,7 +547,7 @@ "Writing .in file and protocol.dat ...\n", "Setting a homogeneous background model as the survey to be inverted is from a forward model already.\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -556,7 +556,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -573,16 +573,16 @@ "\n", "\n", " Measurements read: 165 Measurements rejected: 0\n", - " Geometric mean of apparent resistivities: 0.10334E+03\n", + " Geometric mean of apparent resistivities: 0.10287E+03\n", "\n", - " >> Total Memory required is: 0.023 Gb\n", + " >> Total Memory required is: 0.072 Gb\n", "\n", " Iteration 1\n", - " Initial RMS Misfit: 3.21 Number of data ignored: 0\n", - " Alpha: 1217.765 RMS Misfit: 1.09\n", - " Alpha: 565.237 RMS Misfit: 0.82\n", + " Initial RMS Misfit: 3.03 Number of data ignored: 0\n", + " Alpha: 1147.752 RMS Misfit: 1.05\n", + " Alpha: 532.739 RMS Misfit: 0.79\n", " Step length set to 1.00000\n", - " Final RMS Misfit: 0.82\n", + " Final RMS Misfit: 0.79\n", " Final RMS Misfit: 1.01\n", "\n", " Solution converged - Outputing results to file\n", @@ -603,23 +603,22 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "no sensitivity\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", "no sensitivities in mesh object to plot\n", - "Mesh plotted in 0.06631 seconds\n", - "Mesh plotted in 0.08198 seconds\n" + "Mesh plotted in 0.16753 seconds\n", + "Mesh plotted in 0.16276 seconds\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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\n", 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VY2bjUi+q+TnxLlC3lhQBBW7Y3Pt2WdOtR5pljYjQrweqxs7HaZc1Yz9kY5sS2mbjbo1FG8VQjFy7rBn6kWZZZUcgRozVGKu35pQXSGN13mkYjfOBMAbYhKzmRUNEWB/3O899s6iIRBQKUVnIMNMzMTGOHjc6lCjaZQ0k3BgIPqFEqFpLCDE/s9Mx2yoHLkOgW4/zjiJfdOZjD1sLUwybYPdMI0mm5arGlGCyYizXOt83gxIhiSDk9yn4iKn0TYsCbOIvVW0ILkLK578zZnCEmBex6fzHMS/cr379fTzw6L03HfeFIgd3X35Uzp3wssrc/cwfPc1vXv0IzaImxYhtLP31NZSteAyRuqlx5cVsljVRCXVTMwyeelHNXmooD7p3oWzlBdYDzaUF0cZcjrX3jJ1DNdno94VOqJTCiWRlw1GNur+mHzxjeZEToB40JAvXfHm4i6t38UBAa7wbySGWxAPLG4TkaFRNHz0oT6N67q17Pnd0jk/fGOjKS5ciNLrBLyP2osI/kw9vUQydRxlNfc6QrnkaYxifHcAo9MIinadLYM8dEF3ArmoEyd6VD0CiqW02rOth5lknQw3ZuKaYGE4H6rZiDJGUBDWtlinlFzXCOIxAorKKYQh5UZkWisaiBKyWvOYAw3qcfw/5hQ/OZ75ayeypTr8bhhGlNM1C7RiRHPDLQdnFYcPQux3vM5Zdbr8et4zKxvBt74KbZU0MsaiMBO82xtO7QAyJ/nRE6eylytauB5ivy7QY+DHQLCq0VrNqqGmr4sSAc36eqzZqZxGplpr+dLypdKOxGh9BVYrudOsaFc+7X49UtcnXrHfUbUXfj/Mpt4uabj1gjEZbxdA5qtrM1y2lxNA5QoldxBjnOdnKEPzI2G+ui601ohTeJ1Lc3alI2X2B0C5rgg/zjirPJS9I2/em78adXUuzqhFhfh5EyXxu5y8ecHfxtRncfVkZ/skDI2229PXhghTC5qWeuNBljYsQfcTWEHwk+JF6URGKR9geNKQEfedoDhak1rI+6WcvVhTQVjir0SIkijNUjLCxmvVK07tAYyyjdjlwfKgYVKZZWmvofH6wVxcDPQMpwMJUrL3jNYfHVPqURMKIAAkrFRftKffqzzNermiN4uPP3supD9RSceryq28uKtI1oRFLXGdZ2+AD5tBQdwp3dUAA5yP15QPiJ5/FVgpBsLXd4fe1yt5bv2XkU4wM65F62cxerkj+z2T8m0UFWpFSomksAnRbBlpUNujNomIyAc2iIsVIfzLuGLm6eKbNwkIS+i0jdqtXr64r+rLLaBcVXZcNXN+P+U6JkCIElyWC9aLC9TnA27RVVuysx5n+2KZqtFHYarObaAq33iwqgg/ZESgGVWtFCJExRIzJRk9rIYRYgsmaGDaWq1+P1K3Fx4TSkumV8txm6WO86fshL2Tbc8zzqnDOs1g1rE/6PL/i3autvasq9yj4iK3y57yP+DHvGuvWlt3POI8nsUMdpchNXrpSmzuzfYx6kcUWQzfMsYxpTL92VI2lW4+IyotrV6ihSSlU1WY2+DsU2rIqMTqNqTR+LNeuOAcf+KXfpWr+If/Fj33vLZ6YrxxTcPdrDS8rwz8hxmx4vQvY2uB8pD1oM9cdI2jF4OKW97jlLiTwKSKmouuzKaoWVfbgfUAbRSgvaRSoVw2ihd4FqotLUufojnvqo5bUaE7bfNhx8KwWlhM88bzGRQcInfOz8a+PPJNZ9cmzMJbXHl4nFZMY0kirEveaG9xffZYu5hjEY/d8klp7PvrMFcZRMdFbp4wsH66RTyWiS7S1RWlh9J7hHByYivR0Vrykwqdqs2XMzi3pr50W7r4ixISyZqY+JspsOO2pV03e+m95dhNHG0fPODiq2padwwbaGvzo88taadaDR6tsjIHZ680Lc/57DMUb3vL+nfMYq+ZA3uwFN4ax93TrTEspo6h1NRuKybuPYaItJNMMWx7v5CwMnaMulE/d7vLTE/3Ur8eZFqrbCje6HY/VWE1X5J9I9ojd4GlqzcLWO+c09o6UwFYq51BI3m145wk+UdXFKw5x5tCnZ9qWBWeaY2Kzi6lqkzn4wdGWHUtfjOz09dtUVFYYsbM4bfOdeZHwKJ3nqJQixqzUmXZHdVsRQ8gxBXJcIoZI3Vbzc2QqM79b0zyy0E4QtbvT0kZDua5D5zbGv3zQu7xz8mPI31Hkn2P0/PLPfYjP/PHt83m+EiS+NoO7L0PDnxiHLIHTVtMPgeb8Af2NrONXWmEOFlid/Z3utM8Oh0C9qPEJ0FX2Fgt/KUbjUwKXaJY1YaJ0zi3oekfTWoIPdCFiG03dLnGdw13YBHRjTGgPrMDpCFv2r/MeWye8HbCisErQIpy3T/MtBx9hqQ1GBTQDOvasaVif2V4+cvQUpJGPfPE+LhRvSkicyppRamRluK4dCDRKwRqODxKLwxZzHPFXPXVjZv41X6z8HaYyuHHixSuq1s6JYhOCC3gfSyAwEUbPeJqXsaqxaBIxBJQI9TIvWEPvZ+pHJNMktc3B+GQzReJGj61MplMqzbDOwVjbGkQE5wN+9HgXaZdVocg2yIk+nrq1jIPHDR5TmXlxGLtxE+wl4cccMBRRM+8/qYgmj7VsFoojkVBKzfTNNMbY7NnXTeb5J/57h6oqVJk0Zs4FmGCsxjZ2NnxjP86Osa1zIDwfd6PmUUpltZGwE8gtr8WMccjyRqVkh/qpm3xNsmwzL5jD2tEuK7rTvBtWk6pqi1ufvmdR2x26rV5YutMhxz22YgG2NrgxX49stGuGbsDYjdMRfCzXeKJp046BPys6GQYPKu+O6tbO54nKQfPpPTQmx4h+77c/yd1C3FM9Ly3qxma9blTZM+1zgNWPYQ7AVY2l71wOyqZEVfhLVVcMbhOMdFPgSSn6GAuvk4OJpER9fsFYXmZfMhVlVZEWhtEI65PE8ROGShsUIFHoYuTk0sDikqEygEAkZoliGHh0+QwXV9cwErEq8pbV09xn1wQyF66ouWiOMSryKbeg22rtU6uKb7jwOd54z7P80tOb9IfDg5anoqJ5usKt8weqqBmJxAQnycMSOFC0esHRH3VI75CJ4jpcIN7PBmLoRkxlGDtHe7gAmD1OazUxBIYtYwJ5sR17R93kGIofJxWMIsSE31psFoftHLxslzUx5eBcXdmZttG60DwlC7ZZ1HkePu4EcwHS7EHKTJfkbG4gJZTWxBjn82uXNd3pgK00dVsRgkfkDK1TFo3JyDvn0VpjrWYcHDHkxWyao6kMdas2Kqq2QmSXFjmrcDElZrQ4aFgf9zSLmhjzdTZG0w27qphpB1O3FUS/s8DArrdctxVDl3cm2jKrjqaA8CTbnDAda4p/aaPouxFrzbwowmZnNI0RNMpkZVu7qIkp7wK01ritvlRD70DUjvJnHHwJMKcNvaRkPo8QI4vDvMvM6iw3z387AIxoEjm3AApF5SPLg4a7gX1w96sAD73uMvdfuI/PfuYqzoWdbV+7qOhcVzy2EkA8WKCaCrOKuDF7m1pJzm8JkdEFtBViLJw+ZN6xtXitkFpjG01UQkgRR4KY+fzThyzGGE78llxTJ/RFjdeJgWHeLTeieM2lG1xYeZZGYVQ2QufNgGINsiSkHiOKShLCCY/avAh9LCVaZWnVsyhJWOCc6bjmW6wYvnxiiHVk/eAxi6dXhBNBl2CpmOyVJQ1jCMQrLf66pjEalRK4QPelG5jR065qRCkSwuA8ytQMoyeWYGbVWMbCodfLejb+xqocgCUnvGUVi0OUUNem8L3VTZI8gO40U0rJR6Rm5spd76lqyzh6gs/qoPkGUeSHMeFDzIuFlGdgmReIWLj1dlUXzlzNu7uJinJjoGk1foxow47iZcL2nLU1uBLMBWZufPq7H7MU0w0ebdSs/Z+wbafrtuQfiJTdqNCXgGo2yBMPsjufpshW6zZ73nWJN/gtWWMzBW5hToSaDP+24e7X4ywnnX4+0Udu9HmBPBmoZwl0NtBSds4pMl/TurF0nYMUsyx4nSkmkfydwYcitxVMlRVJSgnr0wGlpQSQs9Mx9p56WSGcDeaX2ECl8RJKhnTOHm4WFarJaitRmR57z/f/GX72wzfd0q8YCSG8DGvx3Akvq6VMRHjye78Jj8IsW9oLB9hVJtkT2cN0zqNrS3PhkGgNfe9yrRURhgBrl1j7xFBb3MLijpZUlw6oLh1SXTpAX1zRH1T0B4a1gVMf6EZPY/MaaY1mXAjBKhgTeuuNNvcKA56189Spnrfuh43n/OIqQ3Ks42Lu6NNIyJxpOkVTYxgQqVCyxAq8prrG49XnWahrqFkx1POmc7k8QkqWk7HcQgXrKydwwXEjjdTnLWqlOYmOU+eoRAOKcKjpRs+pC5wC6dwCtWjogrD20PlE3dZZx75skJLlOlE/mc8W6mX2GG1lZ143xYgwqXY2HvRQvOdtGJs97rEb86J90qO00C6rnKVaPPZ6UdEua6raUlVZDhl85qz94LPaJuWx3elAdzrMgegUE2Pv6Lv8/bY2hJJ41Cyy0Vusamxl5njFWdStne2wiKJdNZky9Jm/huzNt8s6U5BNRfBppsWmxci5gNaSFTxb1ETc8tTHwePGUHZdOgeTy3XO3i15xzHFJNYjWquitMkLgisqqAlD2TnYenenBDCODmWyoZ8D7usx10uavqN3dKcD/TrnLKQE/drN1xgyJVb+QnABbYqk+WQo35kluNroWRG0Phnyfa2yimyiiuqFZewdzgWa8sxom2XakBebusk/n65Dv875EVWTKcNv/3Nv4S/+yHfe8n6+EOwzd78KsChbuLFsQZUSmouHhMHhRagOV9mD2vLghI1xTgLN+SVBII1Zj95PAUuBalmhL9f0g2OBhZAYBj8XyaJVXK+z8RtPPfV5y7p4/XK4eePWzrMwNbZ2PHju07PH1wWH4TwLc5VKCrUgivuNI0bPOW3QSKaP5B6+8/A6v9E5vhTOcxo1LjmObIeVxI0u3z6RyKqyaAWu6um7JeFGYijBawXQR1yMhMs16tpWMLKtCQeJpnf5Jd0yREPvaFYt/Y31DpUwFHWLtmrOc5h/V7Jvtw3D9PN6Uc1BuawYKhnGQ97Gu8LRQzYmotmhldplxdgXmV8WQOXg3qIqUl47G9UdQ5cSKUbckIP33RbfHmOapYMT7z1hW00yUUFzgprNtYSM2ZWSTvkdKUK3dnnxmqgfF4ijn2nF6VqKyLww9utxXviahS5B7kxhzIHcLcPuyuI3lu+tW0uMPoscmIKnu7EHlKIuNGemwBKpdzs7gu3vUEphmxxDaZb5/dvOC1Bqc2xtDW49Ym0uhhd8Vii50RPKAuyZHIV87W1tZnpKVE6wDD5kWleys7Wd6Db0rtR+cnPimpRyGbYy/KW/9u9wt5ASeznnVwNWB+3Ov2NMdJ2jWjWwakhGIwkkJKIvdfUkax7qoxYqTbdllLRSOMJs9I8rqBIEJRwTMCK0Onu12iieXW0oJgFkjGgteBUJNs3elgBaRe5bPM3rDgbGKFx3iT5p+igcJEMlI/ebhiMFmjWiVlgmLbsFPCulecR+nvvt5zkOLU/5B3k2rHl0+SU+fHIP51pFiJ4hDRBAdS19FRiOAudUzbD2tMbiruXENGcSeqFR60DbWIZnMz1maoPxAT+4DbUCdL1HFg19P2Q6aItKC31eoOri1XoXStAub+UTKWetqs3SO3QjdsooLQjFO554+LqtcmJUVTjuUiYgbClrJvpI6RJYLNe9Lqn7xuisptkKUC4OmlnK6ZzfURJtjL8lxniTbHIybsYqjM2eZVUbYsznOI6eWI41ZbhC3oXmAGZCVA64mkrPXnLwEef8roLI5exZlxLaCiAorVmUZ38c3JwMNvQOFxK2siijNvx3U6G0mtU64+CpF1lVNPYjQ+fL+WTVlTKautUzpeOGyQPPuR6T4VUln6Ju7Uy/TFuiLNUsZVG6fJ1T9HPgO99/V9RQnqFQUm7w+fqqLIGdtPypSLd9iLPDl1LK5zN6lFE7iqpJavu//Y1f5C/+N+/hbiAhuL2q56XH8nATtElAc9SSRNH1DruqiCKMnUMvKmqrUQLrbiSdbxhS9mwmFEk6ImCL0Z951wIviRsS0EfCSKCYxGm4AAAgAElEQVRdtngfGYtxHE4D9XmLXHQcp8zrH9aKVdtxsLrKYwdrEsdYBZdqhZKamDxH6jqvsx2NRCarlegJWAyRbPjXaOCKOeIz/joHuuP1+uNc9wtutPClc5f519faHdWBjBUQSBaePT+wJBe+mh7dwQeqB2rUx9cQ02yQ15JLUVQpMQyO+qhFldK43geoLN3xbtXT5mCRA2+lMirkkgvBR2xtGQe3E9ATJTM1U7e2JD2l4vXmGzJ77WzJdces5NhWxgwl8xZ2g6jDeoSiZqluQW/M+RyNJcZEjCHnDZQr4UdPjImqtnMJhyTQrYc5z2BWudh6nqutTS4b4AIxJZq2QlRWMm1nBKeUcKMj+I0MstbbO4utRVEEYy251lHa8XqrxhRprVBV+Zq11cZAbRvEurVUtZkzZ9PWJs27gG1MLrzm4yztdSWGcavYDOSf59yLvIieLT8B4EPI0mulZ5otxnz+KeUAt7EGyIbc6pwRP32jqXJCmTZqh+/XVs0Ln6gc45iksOMQ+MX/619w5aF7bjnvF4J9cPerAMtVk7e0hy1JSQ4qEahaw+gCbWtLKnrMDzmgDhtS0VQryUqQ6ALjeiTEiF3WHFcbxc+25U+AumTpVcI2FdfFIQLL2qCTIoVMqQxLx1GtOGg7Vqurk1KST60rvv5cS0gdkUhMHY2qONKOFCNRtygS0AGeIC35Fd28cMutJJmU4EvpMpeaxKp+lm+8NPKFkwWfO61ISQg+B6+NEmptCUcBFRX6Po0KEI8DzkG1MPRX+0IplZo4gO8d5nDB4AIUrf1iUdF1PfW5JcO1UyAb6L4Ee6vC1QNYa/DjsAke+t1s25yoU88Knvnn63FOzJvgXaBZ1nPFzrPwzhGKwmZShAQfs5yxNiitslRxvZv5WdWbGkd5IXA7v/MukIS52BmAbbK81Bi9E0yd4AaPNPnZ82MAm/BulwabvOm6tQSfyxwE73dyE5TRMO7W/rlVgtmUODVRJJBlmMbqnczh6ffbSqWzCqOswtksNkpLDrrH3M9BqRLc7cabZJYpZcrHy6aEwlzBcwwomzX/07VQNvd8iC6rzrr1sNlBlqJyU8+ESfkU427mta3sJgu6tUQVd0puHF/v+D/+9j+96R69ECReno1W7oSXleFPKfG///SvE5cV68HvmAJtc8JHV8q/TtK06lxL53JJ4G4rqAagD2q6FFEXLZw6JgVadAGyahR1qeI0eohQk7nXZOCE4lEpMBEqN/CaK9dBEv3MlQouGYZgMSp7xSutebT6DPeYZ1mrBSldzyWF5QCNENNAokVkyxgRWInlJDmuxousg6DoOW86rnrhvoORi4uG33/qPKdjYGkqfIysnYMErTaclmqT+kAYgS7AQ2NNVNCHyIkASmgfPo+6MdC4rWzoKaEtQXO4oL+xnlUrYym3zMbpn9F3406ZjMlmBO/nrEvIi7RSQiiecjbimecd+0xrdOsNDaR0Lv2Q6744vPM3G1m2kpS25JXNosINfvaIt+cxGdaJHpLWzpy/tWb2OqcyBlPDGFOZUuYi5yDkXaSiWRiGfpw97EkaOXSZm4bN4hB8nL3yeS5n4yRF5z72uabPVPBsgneZJpkM//bvcwxgWxZq59wM2eLoswcfCC6U3ddmDsZmFU3dWlIqCWgxoYzK5ZdD3BlflzIKVW3n/IsYInVVYU0uqtgUhdZ0rjlj1200/1P2ddhK3NtafPouK3nGYXe38cwX715N/r3H/xLjM5/8Mr8jn0BMDk71JxvJpGzJ5yRnm2OXljBlKnaOprH0Q35QqtYyKKiWDTe8p15ZtCiSj1lqd2RQFw1rf0bHXCgJgNpoqIXri5GLlzxIYkwjjSrHIuuRv9hXPLDQHJnA4/UfUqt8zBtBaIsoZUy5fIJOloGRWi2pcSgRFCOXzJLr43WeCUfEsht4uOm5erIg4BF1gkkrFAofw5yDsA0pc/YhoReG6w8LfG6YU/uVEvza4VO+hu2yJo6e/rSUfhgDqrXo2hLCxqvMJS9axvWwmyBGMVZnEoHcmD15Pwaq1qIkB3bPZstCSQZym1II28awamwxvgZkI2tUSnJRuFn3namdKbuVTfLz7MGf5fRnzr/w9due7lQyYHAuZ89uBaAnNZMbPW7MKhVBCC7gXCjFzHSuuOnzdQjOz8oayuLnt9Q520HXocsJhd16oKrtHKOYMJcsaW2RUk7Z0HGHjpmOM1UOtYU+2aHNercTe8nKrmKkp2SzpgS5m6zJ3/bMlZadazntOPIOZBPM1lrluEuhgKYxO5nbg4dKZ3owpVktFUJg7D1JbQopbucDvFgk9glcLzk2Mr2I8yGXUC5e2PbL0XW5zHJqtrwmyfy2GI1dGE5irodvpproLjBZA73QdG3EnrnfKaZsNASaxtAvAl2V6/GcJqH3FUqPjMntUAt9MvgYeG31qdnoAzztAxf1Ek2mT2KCKIZc4fMGgyzRSVGnRCPwBX8f67gxTitdrkeCIRxy7+WO43RM6BsWoYKgWPeOkBILa7PEbvTUWhOPI+sEiwcb+KKDPlBbg3O5xENUGrcwxC876lWFElWSoiCoXCelqYvR6kYi+UWfaRDJ5SFMbQgh4rcKfk3qHVPp3fowandLLUqhjJ6ltGff5UliOhmWVAydqbYylOe4QUmWOsncv10YnMsG/azRn+/belIvCd6FXJendIjKCVIGJQqd0hzLOHsOwzonvrlSDDDvIMouotJ5US3ac++ynNNWeqdC6faznc8p03nBBxarkrsQY9HCO1Sh+sczO4bJEM/n17lZHaW0IDf7CqSU6Z6qNjslp7eNOSrTQ/3aIWoTnJ/iGJAD0rmU9ZQtvRXcD5HQlaZHQw7+boK5AJvy1DFEUtotRge5btPQu53j3h3IvvXi3YKI/Hngx4DXA29LKf32V/L5lIQQEiF46lXmgKfqhsYoTJUNuzVCc9TkVTtEQkxEA7HW0G/L3Tb8ftNaXAPNgeIGjrbRmLKFGEaPtYIcap5tx9nz1zonb33mhuU151v8Fu+x0pErzYBVK66nc3ThkAN5hkp5PIoRoaUoGGRBSmugIa8xp2QzYUlpxKeaHPTNL1SlRjSRPh7ReSEQuGcRedoH1qaDBDZVeB8YY5g3KxZFKuvPOngWVyzmhkKtS637Ii3sesfysC2La75edWNz3R8lpcy1YA9zboJDqKtMHUw0QiglFHRldspiK0lzctX8XGwZTVsbdNnut6ucTGQrs6GOhN1dx2T80ybDsyo8/6aAXz6HmeYp7QBvp+GHXKMnuESU3E93+my95VRUzYY3316c2kVFKvTKVIlSbQWcp3mmmHL+idXgA6IUi2VWDPXdmA24FMqKTWG5GNNO0BOYJZQxRNpVrtNz06ImOdErl9EI83Ufe5elm7WelVldN5DibsVREcFWOuejqM1uMZ8LWa0jgshEi+WFUpssC3VjVlRN8QhlVE5+Gz3a5FLdQ9hd7JpF7lNga1vutc1F5Lqt4oEFVW149LEr/OLHbntbnzcSfE2qel6qPczvAn8O+PUXe6Bh8LmYWltRLyucJHoBs8qqiq539L1jdAFTa5wCFwNNc3N7tqa1dG3kRAckCQh0KXAcHcfREeuEaxLXt4w+gNapOGHCl08rKsnUxlJHLjc9PvX4pHBxZB09V+MlroVLhCQ868sLIwtSmkq49UQWWzOLnMaK43gIVGhZoKVFOMUk6LzBpfxiLuq4/TGsGORIaO3GuOm0M33WztMthau1R5osd+22dkoT6ibXlk/IXGMF8suhrcr17XWWGG57rNZkvX9TAvNZrWKYtk9TSYa54Neimo1++QWQPb4pGczM3vMGWRNuc02gRYWoXY39rGYpBklrNdf4qWpDu6xz5mmXG4M0ywbv42y8qsbSFtpqOzN37F3ORdBZ9tgu67n65KRE8i7HFabibqo0QtdW5+umppyITVbrFDy3ZWc0dOPmfGRT5XPCdE7tqkZZTXcyzK0dm2XFej1ia01VchK60wE3+qyB934uuTx0bk6yquqKelGqpi4rFqucqBZTuonW256HsXqe43Ydn349YowqstlcG0uXNpe5xHPEnmlBWi8qYsqdzaZnpF/n97pZ5IQ/pQRtFK9+4j7+8n/33fyt//s/v+XcvlKkJMSk7vjnThCRh0TkV0XkoyLyeyLyV24x5gkR+U0RGUTkR+7KCdwGL4nHn1L6KJxJKnk+KF7I5Aw0rQUljDHShax9TqJy8ajRAzHz+qXQ2klwoBTORzyRptAQqMzFXm8ccSoadYbPN0YhK8VoPctYcao2xj+pjZG7NmrOeUtre640PaHU43Qpew6VBFwacAlG7mMY11zW63Ks7b12VkeIaE5Tw6e9o1GBZ0PCJQ8kfFzwpXFJv0X/WJOmj9OOLevRgwXTaLTPAdS09b5qJVRGE2LCLCsiCRMS/loPbmbFc8etLTnlmBLG5sYbyuaSCItFTeci9aLGlQJjIjnOkWWyaa5br3UurjaOfs7QdYOnWlS5bMS2wT5L10p+BpplVXrBSFlPZFaQJBWom5xRO2nCxyFLEO12jftmq+BXiTOYyuRdUr+boDR9ZsqqXRzUkNipJyNakWSzu5ie0+2ksZyoVMo0lHLPkGMqfgw77us45AJ0WsDom5uXZMOe8wLmWkM6N0OZ6vFP8YamyEm3r21Vm1kCG8/QXtMiCGQl1pRd21piCLP3DcyZvjnDWOZmOLmcdQ5mT9TTWOiss/WMJvjSeGfquxximpPFppo8+Uvz50UrXBf59/6Td/Af/1fvLr0T7h7uUgKXB/5qSunDInIAfEhEfjml9PtbY64CPwR8z934wufCyypqcf6eZaEAVH6ovadzIUv6ipdQr2rGsMsfWquJCpLKL2WSrNjpCbgQEC1caz1xy4vrB0e9dXl0pTg2+eHrx2z8Z6tot7bBJJ4dK47sKROXCzBERxeXO+fTh4EvhiXvX19iTJrAikThNlkTqVinlk+5rNc+kKuoeU7CJ4f7OV+fcr5SNKXBtFa5a1E7tHRbL8mNZsQ0+YWIpx4l0NYGoxXd6Bl9QCVyOYcQ4EKDvrSg16nI6sb52iUBFxMhgRiVWzZKTthChGGMVE2FMZp6Uc0GdMq0zOe3Bcm9DiZjcbZGzU4BskKZ5HLCuXRA341065H16ZBT9xcVxmYqpluPxet0RZoou4a1d6UaZmmXOHr8mCmoqQXi9sLTLKq8WDaW9fEwlyWQki3ctBvKpz2o83Na1CuLw4Z2VWMak3X/i90g+ezN9sN8nQCU0XgXiWx1oypz0lZDkaZOyAtR3oFODdGrJsc0nPNz/gOU6qblo+Pg51yL+szctnd+SgQ3xq0AeE56O5thDJvGMnOf5pIkN/Yebcwcd9gOCnsXUGoK7IdNhrCWItGtWRw0NMt67nhmrOaf/vy/5O/9xC/vJCC+WCQgInf8c8fjpPT5lNKHy9+PgY8CD5wZ88WU0gfhpl47dx1/Yh6/iPwKcOUWv/prKaX/5ys4zg8CPwhw5cr9qIOacDJgjCI5tT0uvwtGEYZQipQpVKM59Q5pharKHmKMCRdCLtF8KIQK2tbiQ8Rt93tFMxBpG8uzrdt5+PvRs6wqeu1wds1Cw6rKNqWPI59b38/lxTMcmIgSh0+OLh5wmG6QkgVpCn/Yc5IO+WPnEE6oUCzUAUsl6NTxx66iUvlBXqo1lbpMH0dO/IIbvkLE05prWKnRfskQHAtf4cbtXIS8e7m2HFheU1RD7oXbnSlMlraCccMYqKzGrSyyDlSHTZYwxpQNS4hQ6dyEZdhtV4kI/RgxWu3U76dI/rRWOVtUC3WTL1q3HqmPlgil+1cp1DUOeVGpmpyZOvPjZnd10EbnYGlJ7JqMklKbGvF1XRV6o5SNIDGsczVJXcojTHTQlIcwFRib1Dmz129zD98YErrSub1jH0pvYTZNWKxBDDclN80B0knTv+U9k2QnEDstCGOflWlTjaDtazKVgJ4qpVJ6AtdtRXADymjGbe2+VXNPhO2FcJZQCjuKoel6eucZt7qQTdSNLzRVKN3Kpn7UwScETwipFKcrtXsk39vpOuwWsbM5thJyIp3WkZiy9FVbmZu15POQ2THpTgZ+9n/9Z/zLf/5H/KUf/S7uDp53B66LIrIdq3xfSul9tzyiyKPAm4HfetHTe4H4EzP8KaV/+y4d533A+wDOn3sonZwMmMqwLtp8rfLL531ALyxdCNSHFahcy33tPM1RQyDRdX5nj1MdWNYhlwQ+CR6rFG1jcjapCyiExhqGJu58bjKkPgVY9BwdBIwJDGnjrSYUp0E4DZpahCNr6cKXieaAQCAWPt9IjXCDL4eGSzoxsmaMiWsxMXAvJ8li44olV7EqUEmkS/DUcH9u01hg9MCRcjwzNCQG6mpFRU7Bn0ykK5mZmFsrOLzf+C5tbQkpsmgrwiogAcbS9J2UaEpgNIRIfdgy3Ojmc5+6I4WQUMaTfKAyJpeoSYlu8NS1QZKmK6W1qzY31bBV5v37UstfW10Cg3quzwQbT90NYbfR+BkjlnsBlD6wZySZopjLeM8lGabKmiLElHdPU2mB7Z2IL8XeutNxp878VBQw1//flDrellI2W7LVvmjzz7Ke3oXc7F3JzqLR9zkYvV5vmsbk44y5cF5MDP12iYQxN4n32/LbzYLgi+xXGUVd5tyvc8XOpuRM5MS4XGUzkZvoNK3N5SjIbUxDn8tn7KhqCjVbGmSRSCxKQ59xmBQ6KbeXLLGRKcmNkqcwnZ8UdZYgUG3KRZtqQ5UpowmD5+O/91n++n/597gb+AqCu19+Ps3WRWQF/Czwwymlu5ds8BXiZSXnnAqCaS24IPTTw5wSYjROJ3SjM69dkICQEv3oaWpD73Iii10YQtFzKwABlyIuRFSCtrGsx5GhAbUyLJSZdxWRhI8BJ4GkLCdd4qB1oLe37Zs3eUjCOlha0/AF33AozzLRkFoUisRpFE5VxUJ68uay4jQEAplSCXKRKnkWcoNPuPs5DgbwWKmJyeCi8OyoePrZe0g0HJ9pWEKC1VghB4njEBCfODQWfKa1lBKSCzRVbo7dDZNiRRFEOJHIqpRcbrdbAqYcYLerpnjqNT6E2aC3TUU/9vTFIFS1wRwscjlh52dDrXSuuxK6sFHMiJRAX+6slhuFZCPmBj976mlSd5RjbVMzkzcspTRzXUopbDJ9s1pnqsEXY4QtT1dXuaJkZc0ckI0htyz0PmLqvDBlaqICckMRwe8EuJ3PuwxXSjpMmDJkx3G37MFUzC73A8jXzlYGY9T8+WxIS2OckOZaSUAuwqYzjZOreAq2lEqeMpxRApJy8bvR73jSdW1v2qVMiiFlZOd6w5QsdnM+xFQ1NJaM6on2y4qf3LHNu5x525X+BvMzcSaxbFoQph3P2XLf25TgyY3dhvUvFHczc1dELNno//2U0s/dlYO+QLxUcs7vBX4CuBf4xyLyOyml7/gKjjD/LQH1YY0Lua660bsaaNto+iljcvC0taGLnlQphpLNerYcQBQ4TY7hItAIY/Q7L2v+3kRzpFjHQHSWUyXUxqDsSQ5ops3IlTHENCI0nIYTvLpAi2OlvpxVwuXrv+g1D9olhmMSFdtEjEs9LkFKms/1LT7VdG7BUwOELY8kxoq+7mljS7flfa1ihXeJIJGVVngi18lJZ4fG4juP0QofwtweD7aUMFpxkhKVZHXNpB/PBjMRUyJqhVeCGzby2G3uWZTMlEPb2rlhS6ZMNpKbSTFTtblYV/CxFATLWZuiZQ5caqtvTmLa4qaVVnOnMdSmiNm20aoaO6tmttEsa/q+lI3e7qCVyvnFLIWsSpG2YSv4OXQOU8pIT5nIXdHsV5VmUXoFTJLQybu1lcHYvOvJhjAHfSklE9yYC8VNpRTO1rCB3FFt2MoX2HjO2w3Rcxa61rkfcDiT+Sxn2I2pl2/VlKxlm3aS6ZSSTUXN7c+1NmcC+92WmXmRBWMsSsciIzU7O4ZtQ5627tnQjXM3rnZZzSKRcfCcu7Diu3/gW/i6tzzKP37bj3M3cDfKLkue5E8DH00p/c0XfcAXiZdK1fOPgH/0Qj8/2ZIEVAcVg881PnxImJRoKjMbe11p2KYIfCDa4tFO735ih78XA/rQQA2nybNIlqhSTp6SYvQP1JxMJVExRM8wwjIeYm1HNPnBPbQaV2idkPLchzgyRLiW7uUec8qBOaCSNVYCn3eGh+yyPGzTg79kTBXrYPlE3/Lp/j5SqjguQd8JMeadkAj0dceCBevRY6JGRsHHXIrCGD1v8dFCLxEi6JXQBIO/Pm4uzdSkw6qccaoVEmFwEX9GH96uGoiJ2miG0mXrrIGdNfWpXIyY8s/PlErWJrdonLy8WT5ZUvhBMI3FF6pHazW3SuzWI9oYqsbgXQ5CTt5qU3rQTnr8XQrGzrpwY3NnJ9LN6rOsjskL1lQlkpvFKfhxk01cNxZdqUyZhHiTFHUycpMCRxuFNjlfZWosM8FWBn+mlSOSM5iNhXQmS3e6h/P8FxUhxlIzqTQ8Lwlw0/fI1sI90WHTdckLlN65Xtu18Tf9cfP9mhZmObNDmPIUcm+ETF01i41yaTrmvGBIrmxqrMY5j93ub0zeQZwcd3zy41/k3/9P/82bb8gLQC7LfFc8/rcD7wU+IiK/U372o8DD+XvST4rIFeC3gUMgisgPA2/4k6CEXlZUjy6em4igrEK3Zq67X1WGMXj6wdM2FmuybHNaJRLQrCyxGG5rJS8OUl4MyV6crhWyVKy9p5acJLJ2DuOFhbWso6M90IwqzOpL2Qr+nHpPm1p8WPPQSnBp45GFJLlIXAJhyZgSN4LhNK2xcoQRQQt8ebxKw0BlW77kar7kakKpr3nqWlyKaEYOK8uNMWcgAzhXc+qmcsAQK0ftDVVv6KaAnNry5hIsjEFFYVQJFyIheNp7alRMDNdHwuhpSqnirndIyv2E69pSWcVwY9jZL/W9o6oM9VFLf32TyJaLhW2M19B7mlWTeyWfiTdEESJqh2rYNl5NWzGOOeDXHDQlwWxD+6kqV/2csj2h7BpK2eBZfVNklfP9CWmmmXSlNw3bJ6ni1Kpzqra5arKnXMosTPN1W/r2qralfHBp2dhWhBBuKpS2nZ07VQXNktFmVsZsxm/kpVNDmen6Nq1lGHzJoLVzHGZzH2xpNC/oRVEtxanmzWYBmEonnM2FmFSqbgw4cptJd6aUdwwxq+/O9AUOpYVpM3Ugm+5t+f/27if4ULKQywJUci5CzDV+Fsua8UxV0Nwb2fMb/+R3+bHTu0P1AHeF6kkpfQB4zgOllL4APPiiv+x54GVl+B948B7e8tZX8aGPfBrd2t1mK1uXtOsdbZNVOiHG3H7QCOuZtzZ0Y6Z9nA9z3W+70KRW5vo8slXTxaWIGyPKwOA9XuJ8G0PY7P4hxxRqlei8YmmWiARc6hljQqNAFvSxeDUYNOCSY4wwpiOO/cOMUVjqhFanO9dgTFkSGoiENHBUVVwfA6DwbjG/RCllb80NASMarcGHhFCkfwmW2hBdovNbevWQ6MYcCFULxXjD4/swl01OZKqiHxxaC9VRzXh91/iPo0droT5qCKUm/tmCY9NNy0W5RprS+jHExFgadkipJ9CfDDP91CwqRhdvot4maKswVW5M3p30szro/2fv3WOuW7e6sN94rnOu9X57c/AAR4UGaquURLQGhZQ/EGsrisReNKWmpUDradM0CDHGAmmtkcZYqkFjeiEVsQmoTWvFBhRQQ6tFKJdyE4iKKNfj4XAue7/vmnM+t9E/xvM885lrvd/+vrP3h3ufZo/k3fv7vnetueZac67xjOc3fuP3Wx62rufUpH9JoVecpTBSSGCtuq69MULpbFOrKRaUPPSPShNYYzCnntRj9YC2TpQ+RzYNaEiaJ4dUJZpzKlCaxPClJuZ2Q8UtI3Kqsw6xnw8p9NmEtkiF7oa26/HEKlvspqP7143SZlsAajEk70Ed4Jq2qImiq+gsFWYYog7/ARAIypsuvQDs3r/b1eDX9Y6kVf9+lmHAAj7sOgDZMaaQoWfVDXTaUXIu+L6//QLGdtEw/o8o1vtzxUdU4veTwfSOGewVSBPmuU4aVv7xQdQpZUQFBCrgUjAU3ghJKv1lS5idRYgJ6qzAJ8JloKoVMJxRMEbJF7YUbCxCUmd2yFSwckISkR2QZpy0hVIFD0njIb2MD6ULCBpnfYLCCkUWhwmqWslnJlzyO7BkICMjF40FHjNwSP65iH55fy8c8LJzuEQgFzFDP2ECmHCJESfvsD4kWKNw9kYSwn3GWQkOPH7lrBXrPDBjdmLjp88GblLgkBEWUUTtJiKZpXp9eTpADwxZZKCApAgulAN3XC6T0PlSZriz313Q6gNGDZ/pyYQUZDgqxHKojpvmT4NUrG8VsBVa6SKL2HR2Xf6hNUPjFuFmc9hZEICSCsgQUiq9X6SMNHanyffJ2lR3EW1ALCZJjtop6KtK+fDh1GhKoMwBiipD5YqZ1N8r1aE2BVCRZmjYRKWTlIKfJfm3artx31slz4xDM/1w7Hb961xHzqX67B4HrIzTkqSrf+522d3JwqB46iYDOxlopQ89CJlNIHhfr03j7Ycj7KVUhe2YO/NCVSG3XEQGuu0w2uKmtOoLMfDI0N/rDGH1vJ3439T4qZ/+Rfxff+fvy/h5qyCZ4b3BZY2Yn3gUZuRSRJDtrEFawRqFEDNyYXirceFhWwpGYWBTBRNpnNyu4nifxDj7Ie79AGM1AoQmapXCWTusMWHKFt4VZApItWH7oVXhpUkjI+M+E7R6gleSwUdbxllnAEE0bsqMh3zGUnsGGhoBqLsCjxkMrcQEJbFMvI4ROMAajcsSMJUzHgZF0QCBgmIR60WCaAtNbMU/eNiikxYcarYG21aVEo3BcgmwVsG/5BDu4w3mvYYEPWms9wHzSzMY0uzdqrwuE+3Xawg/OzijxRT1q54AACAASURBVMVrEPACjnhwMyLPBd29qSWL5tjULBhDbdhv1QFqrRVujFUbnnFo8GqlejLUVsNaLU1M747NXq5iYkmgImNrcr/qcygjuk7aaEzVuPzQfKY9I1lnpEfMjAKA03FqFzhOAFtvq48AqtuXDI1tSwTsDu1orRBxK0cdQhLJCaLuQAYI9AKS3UPsvQ+RbR5x/FTnH9pnsENhAwtKKyiqQ33uqGmkm1rnIPYWq/HNfBK2VSmMbd2lKdwk7zmsoe/62o6kNXZL4UoN1fikX/MunO8mnF+a8dd/DC8g3q743/Ro0M6h208EOAXrFB62vVrydw6XlDDPGpctwlktmHSMcJOC0QaFGJcQMZ8dkhfzjS0n5Hr8k7fYUsLZWCwloSiufQZJlpJMs0y/PgD+HMADYP3BTeGjJoeMBQBLu4EJ74/yMysNhYBYXsZkV7SZHUUaXF9Dkv+EGYCiC2IZWDIALCaEovGee4XCGhqAVQqxfhkjZUxK9PkNERwMNAoeOMEowjzZzq3PpWC2Il3domGsMRZEFPizweXViPPZVcnaSrPNDDs7XIZkOU1izTdPFvkq8U+zSGmcvMVyv8liVBPBmCinmqgaLXNpMr53kzBdHrZ+PwjVcr83Rvy+CbLl2PDwcPsYo3vFfcDVa3IBqvCbUlgXkcIYE1uDtNzsunokKeGjq3rMsGWczlKgiHwz0HTEtdaw1mCrOveA6NMYo5CSWHyOSTNVm0tgn3r29XOdTk4W7wLZQSnpezTKZpO4AG6Hy/y0C+qZqoPTaJlbHajbttitF8fEb5zZF9uQMZ1egwPP0g8Qh7NHdkcQ+YYSWOYGUum2lCDqjV0/WylaiPF5v/cz8Nt/z28CAPyR/+4Lnv7aH0Y8z2TuR1p8RCX+Hrz/bzpbrCGBSKCKmBlkCNAESns3JcQsydQAqRT0qWhFYAUYaNwvEfNkwApYYgIXRmJGiklkjYmRKANgOK1hjWjuX1LEyTikrWDyjExJhrtAWJKGMYAjQiqDRgpN2IrGB9aMs2UkPsEohlMPuJYaacmfILpEjhxyMXhl03j/ogV3VwaRgY0DZm1htRUjFgVYLUYZJitsDxGqECZNSIVxX0RC2ltCebVgK1ed1qEC1YrEH+DO4f6VAQJQBGcU6AAd8A5r1PmHdqRme4ixL5LFoMVPFtYL3u5rldqS+Yjh5gYDnb0kHk03Caw1NVsDdKQDjskfuNWAl+Yww02ikplikUatHiCKWKrYHDqDpcEjTUW0GYpPJyeVfRH46CBwVhtEXflzblPCsngYZ2DcEXZp7JnOuvJGpoaZaz+GMFosHuQXILsNKIHUqF6jRpdVet9Vdie1agrfj8mErWobHWmsjwzR1efvOwyhzy6XndHTBOKOZveuK33KY2RQL2wJqr7GdHJyrYr0Qv6nr/5r+KH/5yfxZV/1b+FFxAtk9byl4iMy8bdp1Ols+/g4M+C0RshJmrfbkZHBAPwsA1xna/FQm3Szt3ilRJigoDSwrgnGKsxV0kB5aV49xAhNwKYS7FkjMyMMln0g4H4l3K/AnbeYJoNMCe99YHziR02YTUTkCEsWzAa/sOa6syAYMrhkMUs3dML7uEDBwjZhdQYeCHhIDikTfuEyIZfj6qChwKVSOWsf4mSdfCEeCnzRWB8iCATW4iiVh+RjoKW5nRiaCCUK5bGwMDxO3gAgqSa92RM5M6wSizxb2yzMwOR2iGCpZizxEqBqsnms2ctEKASQ0ogpiG/AlTzvTdQpW7IMq5XQMAsP7l27ttF+rZqcgXgUjJX9GNsq0+GlyhCQphvcvskuMB1/V6rcACns/YraIVeablg9raoGdihqOnnpLW2xy1drI2bvbRBr22I3i2kwTbNqbE3rsEaE+l7WRRzNlBaYqj0WqAsyF2yrQDnSWgdi7Yldf0ZcBB4yRobc2tDddeQsXgSMYRGusg3ys7PBDkYuVwjLeqnmMVZ3QbnxnLSRnsJ3fPMP4md+8hcevV1eT7wN9bzJ8dKTGR//K9+Bn33PB2G8cNGvPSr8yWAbqpvlEmFmLQqSjeoo3Ti5YaqxStwK5pelSk6xIMYC5xUCuOL+QMwZZ+WBwmDDuAyQxC6MQLjfgPttXwAe4gqnIwwmfCgQ1gyg25/TYcpXweASC7x2uOSdkubJ4dX1hFe3CV5rLM/QcSIClhJgowUWRua8D6qpfRYCDJxJGr2GDLb6GSkiTE+klzJbJayOmoTXLcFPGmnNODmD5k0bC+M8CTZ8nbCVs0ClUo6VeSmidWOdDBStSwCXhPnJhFi1XBoVktpnrKhr3a+X2K0A6cqU250cwpaFcTKwSxqLK6WM7SFAWQV/t/9+jFJ3fFAE4wzmO3/T47hcNhAI88BqASAwFLgzdFrTVZKvOu46qKXZPVKShJlTEYXVyjDKaX/OfPbgzIeGbkNC10uAtbpX3KrOOtgB0hph020VpU9l9GGQSvoKSmwWlUhJK0VyPxG6A9n8lM9QDObFlnIN4uHwWHSl1sFe8qbnUa8bIAqg4+9l1kPO+x/+6M89+hofbrztufsWiF/+rpfxP/6ZL8QX//6vx89/4FVM3sICAMu2fA0ZCVyFv+Q5pTAunMHDZGJKGbrezFu9UQjoFoTt7yKnIN61fZRKWby6BBgDnCaLS5akl6/J6CAsQYGzxho8wpOCnD8KIBFtg9qgVQER0PTULHm8PxRwXY3a2mTJYEsWD1VqaEkFk7YHOWa6qkpM0bDRYl0z7rRUiNZIk3Vk5py1AW9yApccMdX5h1KncQmEAhmKCyHvshlWQyUGjwmeCFD0aNMzc4FyGiFk+JMHVd/c9X6FViR+yEOkWDr8M01Ohq5iEnMRZiyjqUt9L3RVIpbMXTTt2rAEqD0FnWDdccbgcBUJQDX+bl60N8epjKVlnKLVUpkrvTetW9MVEL2bPEgcKEUouWrmeAPmStXUYixESnoA6WpKmYiwrEEYb90MZmA9VctHMboXu8YR9ho5/tPshMll9mE4AN19qx2/bCMcYwGtqiH7bb9APh8HOzu5lhW+aafYYKnxAxdxO4XLRQxnQLseV9gSlNYi4THLNHFbpK4n8F9EMID0dsX/5gYz44/+yW/GP/3FV+Eng4frppQ3YFNNxofQnoQRAWAJETEVzLNFtoRXhsp5TGLTZJCIBbc/GSw5CVulLgEpAfE+43S2WDkhFhmamXXlNhdgTQn3MeLMH4X3ffAO85SxlAzAwCsPqxU0MVYOePm84dXMaGpwoSRo0iAwUrF431phIa2whoL7EnFnj8lf3gRwShM4E5aYYIrCOrB85slIRU4MTwqU0XdIrABDIq7mrfjCliTV5MMS4KzB7LSwKApgeG+4a6tgrcHDw4qJFE4vzxDev1y3dY1gUtBUDvMX57MX1cmzF0ybAecsYjeCEaXIQiL2lVkgmPYVJ0KXG9jWCF/1hIDaaLwEGOdu7iU/S/PzdDeL3+1sbxYrAJ02KdryDmbgzAOCrechuTaYwg5OW2MD+BBUFwUl1NH57BC2dJhGJU9IW4F1IlJ3rYWzDz/tQ1tlSObGiGBeN7AvQq3dFkm+YU0dkiqlICf5mU/SSJ9mJ3MFj0Q7l11qgTvstH8+Wu6BUuQ7sVYl0bpI3ExFVy2lFBK0FQG4aykN5zTWpXS21/6ZyKfx0R/zBB//SR/zglg9b0M9b3r89M99AN/5Pf8QzGJAOIZzBkkxlNIwVIRbDxFbu08RqTEvrAFpaRAVS4dd53qJcGcFaEJR1aMXwHZJmM8GlxyRho4ZgYCtHoA1tGE8bEcZBW/EHSsGhlEa3rHIO5SMrdRxfppx+ZDD2W2YHUEToyCDmUCk8AsX6sfcSSgK9zHhztqqJQS4bGGSOYjUedKV0imxpITZGryyRtxthKKkmm/V0nIfMCmN9XJMriBCyBkBABUGRcasFfwT0cePqSBFsVnkxIdFeWqSCrMVk5ctHvSAGl9+Ok3gknuTWBg9kiwYJFVjkQo7LsImaUwfQCh+rerXVvVm4tjMlUGmYxNSTOR1V/vsn92QZK2XhUGkCvZpUW12iYFcJPHFmA+c8m2NvZ9QbxxRvlSqQkkiFLdcyTC4ye6Wolbgly3FSmkV+GskrLehreaB673Fsgaki0AiMoxWkGKlpFZntBiSTL4PCZtZ+PRNtgJ4zDRdMP0GsbQmbZPH6J/PsltUhuqIB+LK7BIbRSI5l3HH0ETY/Cyuas3Dd7TrbOesjUIICZ/7+Z+Of+fdvxkf866X8d/8+d+HNxz8NtTzpsey7FvEcrXlVZqkmg4Fk7dIOfbG0Zjcl5gwaYOgGUUBd1V0qhTGJSYUFCg7SBzUp28PCeosDlZnK8tOLlx1+T1iyVABiLQNr8cwmnCpFdirK+MlZWA0V9YPYMkiFaGMLdHhvjaMFSk4BZQ8g7HrlR9vQcJ9TJjI4IOvZtgw96njFrrc3rSFGWSAaGT6cXzE6c4BawFFiJRCHabqwYzJWmw5Aka4+y0mb7Ddb5it7dtvWy34UiqYnMa6bdKgS3xTBa9L1XaPor+zrHtDFBDoJldKn5+FhppyPjCGYshVWkHvWjWMajCidgnlxt7pDVWpRGNdJK+njbUixHr8SFJ557rYtYh1StkRdh8CIvipQTepip3xYXfRGp6PNXz3OoP68bal+QvzYVCpuY2VJDLiTFT7C/L7nIowR0udXt7qUBYDpBXmu2lnWaVcaZq68/wB1IY59aR/HbuPgchEr49AcnJRqlwziwxEWG+huHYPtSEtaytzazhMM6aRCWaNH/3Bn8Z7fub9+Jh3vXxzvNcTjLfpnG+p2NYkVM6qzXOf9xsxpgzv5K0tMYIJ0IbgapN2CRHzE4dsgIdhG2s1IS4MGMbJ7B8N1/+8ukap6q/VIMFYc4YLGifrcVGS/L3R3Qu3xSuXgpfvDAgZ4u6osVW4xmsLoZkSSlaI+YTMDKcnBF4rhD6wKhiwZcKyKtBGdTcwpsFj3wIQbR7aAJs1EmWczgbbw17dKxKIaD4bcCiIW+lwApgxmwG20DtNc/IGaUvCpd9zFLQe8P7arFtjhq9Nx1ZOTrMFSCGlDH9nQSxT02GoAEc8WvBnRi6E6ezr5CaDS8G6RqicpJegJOGEIMY76Zq9MyTONvErA0F8lBKgY9Lagkw4n04ebujpxi1V2MdX3fkoMAzVJAtCDEPSn3fhOgZgnVT2fhLNnRYjfNPojdYqxChy1YTdoKQxdZSmG9qqNab7GnRdHi0Lahx2itNsB5VP9J2F6zuX0ivw6/y/VvXMeCXNMCb+aZLpXW9cN88ZbSGNk93JfkzR7dFG5Dfms/R9xoXSOsI/+vGfx1d92V/AZ/zmT8aLircr/jc5xhuHIElKkdgoYrg4ORc4q5GIxeZOKcSScalfOK4/yyXidGf7vxujkEuGi0oWkiFma+BJQWUFa9H1bWZj8MAy2RtyRimE2Xksej1U+3sQPnTPeHI20KR6cxiAwFNEgGI48rivr5ELwZsJCWtP0CUDLp0QE0OTQkgFiSNmK0NnPWfV/2sieNLYXklQlfoKoCf5tCUMvi6iZeQMvFbIiwiRnYw96KxsMcHNBnFJIN53YUsQyidV+udjIUY3ALZUq/tdTsB6g+U+wFQj8vVhE/ggSDPcz2L+HWPGaXa4XEEkAgXw4VzFPSrD303YHgbhvKu5BSZCSjI0dTzmfn+5KhEQN/EMTkPDdzo7KKs7E6lF05M31wNNQ9Y8aOsMzVVgt60MqyRAV3tWpTRphlscvmTGlsV7t1RF0KZXJBz52HcMziscLByIuifAuEMiIqGGnhy0FsrvuCO03kAb3ecGnNbYtnCYKZgqC2tbpCkNNKqoUFhLlvffEn8ztlFKXhtUxC3vSuG07d4+9P4HfOtf/r6bz+P1BANI5W2M/02NUkSeQSmxeCsVU31IUu0bLbo6igipFKycURTJlncIJhniIgAcC6zWCDnX6cYMTgWT1VhpqNYVkJiBNcOTgdcaW87H7SvkMXnNILZYmDEbX4dkqM80MQP3HwjQp4Czd9hKRAZjzQl3dkIoC0YAJoNxSRknMyOVDJcnlGhESgLCzGnfrCVFnMyuKspFFiedgfXVNCiLMxpRe4kJp8mi1Cq2xRJE42ejiLlq64zQQikM8rrOCLRGphiWbPcBV+6Ih5hq5UjeALE8ChvINCow3Qm1UyQV6g7i0IDYo2HP80kMzjtrtZ74tkZMd74qSpZdouDsxe3qEoTPnqUJGkM8aNVPZ9enbsGMeXY98btJ4J/YpA5G/aL6+iM+LmyZq7mAitGvmziMKaXre5AG+XwS5s16Vd2P/YhrDZ61unW5SbDyNjQ1Rs7cZwmOuvn7fTL+e5tfEHxe4CRfdxDrsg9tiYJn9TvY5LMdzdO3NUFp1Qf6hHZKKIHhJwOqUh5dt+lkES8ZRAq+2TbW9yA7lhdbnb9N53yBQURfDeDzICrmPwHgi5j5g8/z3K1tRxngmMGOMN+JJEGIGTGIaiYZAmvCyVgwSRJsSWKeTcfC1y1jOhsoY7DURLqljFlbrEpkZGdn8FD2MeBtSfAng0QFuWrZT0rDkOjOZAZSyaAIPOR4cy8aUvDKQm8OHwwrJmcxOwKIRQKCHJa6EyAAXhkQFLgA7/uAgiZCGoTeRP5lf5FLitBEsEVjDRE2EFLkw2lci1hdQoQ3Gg/3EWdn+4LGzFhJfGcnb+v1k/8QqtVgyJjO4i61xQxdGMZr5E3+nVhG8hnc4Z2WeE6zwxIkGeaYkVK5UWskou5lkEs5fJ5HOWPbJz+X2mjcLrfY+Vor68IR1ghv/bpibgqazhtYZ7EsdRp3S/v5kQz3tcSoDGGt9pQh7JIPNxLMmbvEc7sO/uS60FiroqXRvBcfgsfzAQJpcgmtCbotRwkFQBZDpQgxVh9bpW7YQWGTRSXFfICVDppHV7EuEcoI1fJadnuMXRsJAIuInBqG+Gyj+U6yi0mpwFgApMTucbgdVNVW2tZYd39CD3W2Qli/BDn6bYz/xcW3A/hyZk5E9McBfDmAP/S8T1YkLIuEgjIJzzxUre8WzhukmLBUI/BTfXzIRXQ96veJAOQtY3PcK38AWLaIu9kgGogE8xBGKagoQ1tZFZy1xRITQuXyG6WglMAZJ+twUceGlFWi939nRa1wDcAaBICaPGFTwKQdShY8fC0yaKOKgmXROXda45JahXf8fGZjoZmwbRnmIjBVsXxoWB9SK1fsvxCMJyyvHr/AZ29B54ySccCdAeBsDYgJKZSOwVsrTV8ChGHELJr0lwCt1BGrr7oNW0iYvCibMktvwFY+++USur+t1hrT2XYN+Bh3RUguw0LAsmDw8G4ZclwR/hJYJ0Pogk/7aoetJRPqk6dlcM7a1tibn22QDZDkDtcYX8djxiqMR5QxPzk6cSlNYuSuFICCHCs77eQ6uWEXn8NB4qA1XGPION1JjyGGNEwCu+pNvIEZB4ew1o9QSh3YPQBQuEBXU/cG5SjdBNXEaexZubHpMI0016YDtK0i4z3661qrsQXZVeh5X5jHhZ65fv4njxQSSCm88+Newjs/7iV87K94B771R1/7nJ4r+G2M/4UFM3/b8NfvAvC7n/e50hSSCnU+OTxsCX5WB9ct4IjJMsRX1lsDpwSDPnkxuG5+vDNrXLaMycuXTilx6dqYcXrJwrLpWitrFJ/Qu7NDTiw4/WjirjUesnwxRSLCYaGAooCTkelgguwslFEofWEhUHIIa4Ceba369wNPyuEhRJF2UITZWoSccFkTJm1hoMAZWF6NoEJ4KTsoBzxUrPvkpGLfUu40vZOWxL3UxDO7QY4BVajug5IYjTFQkQ5fvpbcT9bIaL5SKFFqJOcMtBb2RimSPJALLEwf4unVHIkxjgJQgvRoloYt064p07XsvalJZJNpU1I3VWl7fi6M+W6qcgSxN0Gb4cd0MgfI4BBEnYevtOqUSzc7aC3ntNxvMnhV782KhldZYQIUcHpJTMaZBeYwVj9O4fR7s1d2QcNkL9GuPzTsnLSRRRKQyl3VQa8wWiNqMY9vzKL1IRwcwgCAlLB5pFm8vyxDFhg729687vdk3c2kmJ86r9C8hnNm6FL6QiM9BLknjTXIdZc7UnSlib1TaMcBNudNd17LueA3fta/iD/0xz8f5zpB/BV/4vMfu6IfVjDeTvy/VPHFAP7S035JRO8G8G4AmE7vwJarxs1AM9wWodeNyf8aXmYAysiUrOIqEzwk64rCY6vb61a1KwJK4g4DyWN3rH5JqTtzscj2o+AIRywxYbYOoSSkvKP3iQtOyuBSfftmXTngULgsEafJdqlmLkejqpQZlArKRjBFIcTUdcMJhDuWprUG4LRCyKU3sa1SSIVlAOuqQbaEhLk1bAnAABE95IizHyACFvYLSHwMTt4iJ/EKMxXCqX1vqea5YF13xypi7lK/VGGcwoCKWYTCHpmSbdF2HsoaxDXB3ImPbamrSWGpdhkCD1wejnTBkU1TzI5rj19xpQh2so9CGC2pio+wQkHBtl438gX+Yb6dHFZa9X7Co8NdqPDNySGuse8SACEvMDNK9bFNOe8NWAJKTcLNlxjAYWKXC1ef47H5bLGFiPnkb5QyjVXQVnpn/eZ/7HzXePN+/Oy6iYt8bjsEZp1GSXzz3PHwDBFYVLmZz5AwelI57D7ns8cPfe8/wdf/qW/Df/oVn3czGPZG4v+Pif+XrF1NRH+DiH7kkZ/fNTzmKyEygN/wtOMw89cy86cx86dpd+qSydexLRFUgKlWrF1EEMA8W5xOFpeQYLVMnp6MOdzAo6PT5IxQ5QrDsAIi42SPayQTOlVzieLLSwWYrcWSU6cOzcrgTjlQIvBCcPn4umqYCiQmxP5lVLisCbOS1z0rhyVG6KJxlz3u8gReFe7KhKnYo2RDBtomIjO6bAEg31ujFEwCOAGzN5j98b2pKmw2G4PwMArRER44yq4LgNdmZ+0QIWtpmi9bwmWLokFEJPLMa9zRaiKsISMURioFlzXgskZsIVc/YEaIspj3z/vaN3Z2QkcEAZP4MVyWgHWNWLeEEHJlgijEvFeW+ykMzfPWkD25fmm0UXXQa8TBxee1hTFKfAIyY/K+V+XtR5QjcZB+BmSSty06bbgLwE0vQF4zokAgqtOdx3x2Xd1UWZlqTmNzvL6BbY2IUap3XWGZ9phtjXB+/zymmvTB1Kd1x7BW3mNLzu39aKNuTFQE+rKIUQbNUrzyI8DeMNZadWppey4p4epPZ4/5yYT57OFnh8IENwtUlWK+gRwLC7Xz2/7K9+Nr/vD/fuMu9nqDQchFPfPnIy1+ySp+Zv6tr/V7IvoPAPxOAP8qP+dVUkph8rvP7rX93rYm+MnAWMKWIuZZTFUuYdzyKiBnrCHh5AwuWTDcmKVHcHIWGQLnQFUJ5w3iuTvZjqvPvj63xhITDBFWTngySQJJuWANsoM4GQMGY10T7pxDVBkb5f4eTsbiYb0WsCJcliz46sJ4oiaElHGpFL4TiQopQ5J0o5g+IYulfTEI4Gr+MVsLKozlIcEbjaTEUAYskA4BkrAJIjkdH2lrESFQkWncxIiQ6WiRZUjCckHq1E5j1D4kFRJc1ZYHs3DKM4vFXkt49fMoLI9vTUjmItr2k0XBDuN0aYHThO3KZ1UbPVgRDuqURh3gCkCSv2jOO8QtwPnbhmbJBd5LBWushjH7jEKMIqg2Nka73v1Vg7d5HLQIW6ryz6ICamyTWJBGbqr35u2uQR+auvu/y3nkVETvHoBRg3REbUqLDpAWYb6xqr266CO0t0/SZjhnjrsDkteAIuQMgES2GXXQrN3rrfmcUsZ89iBCh8FCkPv9MX1+pdrCZKHn/bNvWkIgWTz+1rf8wGFBeaPxVm3uEtHHQkzcfwWABcCPAPheZr7del7Fm8Xq+RxIM/ezmPnyvM8rhfvAVswJa0rwXoNIMJa2Fc2bqClewzny4vsfW/JfckJiSeZrjp0Db43CVvcOKTPiQ8R8lgSrFMm2ouLkighbTqAsw0LhWrSN5IchmLjXGmetsZQI7ZVIGDBBZWBWDgpKuPGFsS4JTosufDNYQYWs2ldySQmzqYvisN1RDATOUBkIQeiYhPpZ8X5ulxj7AhBCAuUCXvjRWz6wJG5aMubJYllie3v1+hhp7jLDKnXg8jeFyengoUpQSsFYdaBgNtyfFLDFAusMLgPuX9/i/n9NssVp9wuPf659nlpdd+E0o2Brc1IamxGZCDCEqdk0xtynSJml8ajNUYguxdwXIUConYfdUC5dx6ZczXb4QUKCK/bd3t9UoZJSjjuCUVvoOvkLjINenTdxM2Zh0BijwWAEMErMuE4TI+X0sV1IM0FflyiqpyzaTSGkPvA1zU6KrkfE8ayTXS9pLddziNNZ5jL8XBepegmVVh1CWhdpKI8LOYbDxC3jb3/rj9y87usJfgs2d4noswH85wA+GsD/C+C9ACYA/waAX0VE/yuAP8HMrzztGG8Wxv9nAHgA316rou9i5v/keZ98WWOlhLFU5iPlrQ57CNAsyP2aJJlLo+aK4xyS+J1W85Ux0ylNB1iGININbiYsMeLOyI5iqdXF7AwecsKpGBitcSlShczGdFOUFlvOQBYF0FgSJqVxxxYhNyG3+p4YOGuHyxZhjeqVvSOZ2hwjlgIqgM6EJ8qisLCddJa0bK3q5/rYrUwMqAKoWLqJTSW0HJIxAGQFwMjCcKpc9oZDZ2ZJMEBn3bTnKiUT1OP2f10jvLdQFTozTqpeUtKYLSlDk5KkPg4LOd158I1ds9VE81jCAgkDLK4yeMYs3O88YPPNq5f5KKtgJjE6WdcAzgz3CIY83lpaEcLoDRyE29+qbl9hi1JK9wIOW4S5gpfay8SQgEGvXuljRdOGv9ZFPBemOoHcBOva82KQRczPDtYZcGHYWXajYd2Hzh7DyBvTikh2XErLzilewS67cctxgWrnUapQoQMzEQAAIABJREFU3FIXmDAMknU4qg2z1f6A98fdRQoZCRnOabHbrKertGgHqUfO//UGv8USP4DfAeD3MfNPXf+CiAwESfnXAPxvTzvAm8Xq+RfeyPOn2WKrsgwx741UBqCdxhISTs7ivrJZfDWeuKSILWbMzghLpG4xt5Qk4eljA/VQFdcgBpRoTAGKO7wCVCw3A5eY4IrG2Vg8cNUVr9/T2VhoEMBi+J1CwRQslFW4xy3n32vdNfJjKgiJMXuDuBZMSmPSksBKlkrRRoXM4jnc4kRVYC4XzM5U85r9Q/NKwSoNJsayRpyUQUCCO1tsDxHEw8dQv6GzM4haBuTWSoecTlWZNDNSkeZjysddQykMIkaIzRxdmBk5F2xbxnwnw0VxqIrPk8PlYROjjjvX9YHMlW48F4E/Sj7qD4HowIJxlbXCV65Ufki6xqp+XoBU9MYIvKMmLU3Kc1WZ7AwUERyLWzqwT9pnlwsjrkcv4HZ+XFAlEHL/vZ+Oya4l/+YKdh3tXGNIT3Vr0EZknlvVDuy2h9oocaADENYAqrILcxXL27bUm8jTyWO9BDhHUFcN3d5uqPdNE22bTlYmbkPGNEuvpCV4oZOmw/ta6wyB1uWwELUhQSLCuoVD/6dkRslPJwV8+PFiBriI6BMA/M8A3gVJM1/LzH/q6jGfDODPAfgNAL6Smf/bx47FzH/waa/DzAnAX3nW+bwVWD3PHVqRUNyqqNqyilVi46dPJ9srWq4wDEj49IgyBg7eK/QW8ywKnpM1iMiINbldT/x6o0XLJghO/+oScJoMElgmf4fHh5xBWRaPTUWcjUVKpbtgtTjZav6yVWcwOu4MDDTCMKx1MhaUAJdkJ9OOpYkwkcaaEpzdDSlQgEFtRxrRTnx1Z9IwSiGkjGXog7RZUZFzqMl//Ly8wVpN11lBEhewf67MoIzOex93DeuHVhituvl304ufZwvYR5pklaEDoOO2/uyxXarJyRDbljBNFhypNwr9JPpMI17PLElmmm3FyQU3HnHh5vaUFyksfGPFoFJeWe4/MHdWklAjxXBluUQYuxvM5CRUSuMFAx93LlIVV4XPVACkgzAaEap0MlWce5OexUkWs5yFIhpDpQenY6+gFLGy1IZg3e6nW/JxSjengiXti2pKCazUTqttJ4OdLr0u0uxvlb2f7cFbYVuiDKtpqgqusjiN6qXtec7rDoMpJecKSEETtoT57GqBsPevGiUXwKEIeFHBwItq3iYAf4CZv5+IngD4PiL6dmYepw3eD+BLIJDNawYR/bb6uF9ZT/PnAHwTM//15zmZj6jEL41KOnxBmxSC9frgxpVSlkq13q+TN0JV1LvtIiBJ7D5Kpb1uCbO30FrkE/pXk+XLXgrfqHYua4K3WvD1Su3UkOZZjBmaCbQRLlusye+4mIx97bXKLG+cEIlBBT25TdpAg7BdIrgQ7qxFHOo6pzSWKra2hIi5Kozeads5+mDZQajK+mEUXLar6hjHcww5Y6rJv0epOx4ADyni7mo7TyTzFsTA+uqA8TJjPjtQHdm/HsaJmaH0Ub9ea3XgowOC1cPoys93dR5AqKExJuQsvQfpj1wLhdUEQYR1TbBWdRzcWHPQ+86FQYrgnL6qaMdGqMgrgFmaklWgbDp7bGsQUbjhtXPdjYwJd2T9NJrwFqQXMFVp5vH1JdkVALv5ekvI3lssOXQvgv7hAoAi2Kti5lpyRBsFWyWg57MHF4Bt2cXaahwq87Xq4k8iFcIs17A5foU13hjIXDdftyX2mY8mVDea2BcuyKXcTucy1x3ErqwKAO/8uJek1flGg2+n3F/XYZh/HsDP1z+/SkQ/BknaPzo85r0A3ktEn/taxyKirwHwqyE7iJ+p//zxAL6EiH47M//+Z53PR1TiV7XiObUvdUgIUfRklNXdZxdANVsRaYaW9EHCzJCZyBqNm1xj2aTyP2mDAoZRBKv0zS6hJWyC8Iw9ZNx+GTgA3hiknJGT2Dde+AjltGp/DOH8G1jNoGqIftZWPFVTe8Vjr+JkDNb7YaEiIJaMyWhwFD+vWQtrZw0JkTPurK07JlvdrVpPgQ+LUS6MpBnTyWK9RMzeYn312IBNxJIsomj9NL/dyRsU7BsYU9k0OWXMziLXpDXPtsMNW8iYvYF1RnTircEad/XKuVIuczUsv2bn6C6uRkdD8xp2VJyEMH+4JvjriVUiOWfQc1R8VM1+VK4y3+Wmaeqqpn8sovHUIJ2SZXlvyTKlXHX+q8T3VeJRqja9vbnB0NsiwoV7AgUR3GQQ1lQZRnVi/BKuJC+a1k6dHWHZKbnp9nVKPkJZOYtwGpFYVB449ieHlMLBUJ2HBA/gNZvJBPQd2qj1Pz42hAg/ybW1TuNz/u1Pwzf8zWdftueJ52T1vJOIvnf4+9cy89c+9kAi+kQA/zKA736dp/Q7mPlXP3LcvwTg7wN4ZuL/iCKgvnQ347II53sNCd4aWKMR60DL7A28031XWrKYjCxDlbDFjFnLeuetxpJuk8MaE1IoWC4JyLhJ+sCRVz5bgxALPDTckCQ0UZ87WEPCGfapwy9jLFtCvi9YX03AxlgfjsqZgCwQuk7vlu3q1qyMn3ifkZYEB1kUL1vcKXW1ibcEEQVr2C4V3CTTEDOKEn7/YxTPNSWomnCdNf2LuW5JrPNqOKMFhybCEnaGzXVFtWxyPK1lgpohWjbTyWFZItYl3sA8QJN2rkbmQRKNu5pRoCuIJaeMlBna3MoOOG8RY+nN2N4WuXpp63QXPktRkrrS6jCHABwNRLZNHN24wmTz2WPbEpbagJVKXCr6kTsP7NV22FI1HXc3v9tWsW1sofU+f7BeRPRsPklBYYzqA22HYbIGsa2pu38B6KYtDOnRTGcP0jJdq6pQ4vFDb68bQFyvE2Q3p400oltvpTGKWnhvsGzHKd7H+rYl7yY8n/xrPwG/9z/+7NsHvY6QHRg98wfA+9q8Uf15WtK/gzRdv/S1WDfPiJWIftMj//4bAayP/PtNfERV/C8/mfDk7PFqncLcYoKfjeh6rPGAyVujEEKGsxqzE5ojV5oKFwYKi5H10AhyRsFo3at4lQFKwJ2t8g7gzt0PMQFaHL3awrAlaRzHUmC1DA6NsYaEs5eG72TNXu0zoJkwKwvFwopBZswgkUPwgpGCpNK/JPnSaSJQYoS14GRMx+YLM5Y14VyH1AgEHvQ+vTk6bLXm8TwZ5IeElIvoARlhcCgiSVJBJmvPczWvYRm0KoXwkCNOTsMwHTWBVG21tE5fCxJmlCQ4rpU8V/MX2VHlXHB5CI+qSV6buftJMPpShG7JJAwmayUpN6vBlvgbXbAl8fUS+qAZMOjhtM+oNmVjSAd8uhmiXJ/fWvsGfjbYlqdwyus1BdFBQlreX+mf01qHorg2QMd7NqxJpnRngYTGXUtrjq5LOKxWDMB5+YwKxF4zptsFPQyYeckstNHJIufch6m2LYqqKwBzFgiKmXcvYU0Hnf+2E/DeHM9viNFDQhmFsVPd+gE5lZvnrUuAsQp/8I/9nsMi+8bixalzEpGFJP1vYOa//AYO9YUA/vvaK2hQzycAeKX+7pnxmomfiH7DcxwjMvMPP8+LvdFw1uBjf9mTnvinySDXBKGIDowcrcVCcd1k+MVVRgazJDqrhXc/O2GiMDOWEBFqRXvyVqr42Qg+X2O2GlorbCkiM7DmkfcofP9JVxbRFYzDkC9Taw56aDhIJRZT7vIMVKSJyyxY+rhtZgDeKdF8WQpcIkxQN9ILLeFfQoTRqmP+BJncPRjEsHw+VAiJGZMixMR9N9Ru+ztvwZlxfyVq1k1v1oQJvacOQPB4NxtQ5N27lYBp2qvU5eHYBwDqoJ1XQKo4e9Wib1EKo2F242DSeAygmo03iQgIJOGnR2QYiBBT7lOr6RFmSFP1jCF1j+HHfHqvH99VM7lBFFLBL5cg3P8HgVOUF41/0nQ8bu1HOKcrJHVVUKwRzmkwUx+Oap9/KQWqzhw0gTU5t4AQBivFOkvQntfmLcZg+bjFA4LzQWxPTrMWHlmooSLHvIvXuckK3VKR7CoVQJrEUOmyc/aXKuscQuyN2xaNxppSqQ3wypArRZrrpPDn/vS348v+yL/51Ovy4caLwPhJPpw/C+DHmPlPvrHz4e8H8OlE9C5In4AA/Awzv+d5j/Gsiv//BPA9eJz23eKTAHzi877gG41f/jEv4yd+6n2i3Dg0eqfJ9krTe9M5+cYqkWxOWRQ8IYtCzJLgm3pni/ZnRoX/ry56YwhNVuprZoZVusLAVKvtCGiZ1pU1gWorQY5+eSXIFtIClyvlT6Dy/ivLZnLmYJZODPggZXRJBQqE+Ai1T2FXgUwVf21UTmKS4xgNQ7IYrltEpoLJGmgNxJSOF51ZPF1jwnyF94aY4I3B5AziQ8R0lsVUVCeTqDmWjMjAPAtG3yvryroZewbTZABIpXuaHS6XAELpDKFOP1QyfHVI+o9FHQQzViNvCXYyBwiqvj2AeTcEmSysNY8eNmeuTJ2nJ/0WjfWiTOXyn+1B2pkHOAWQ5BiDTKC3JM0sbmClMAokKWutOpuKIANUjFIVN02dcZMdxXa/yhRzzMBQxTtvuktWg7Na8jfmmPiZBJJJqYgmUmYYPjZ9b5r1Mcog2clWJtWxQQ0YrIsohVpfB8sY1fdB+kbbJhCT1qqzsZrBO4BDP0ApQskF3/EtP4if+cfve+a1eZ5gBsqLYfV8JoB/H8APE9EP1H/7CgD/nLwO/w81kX8vgJcAFCL6UgCf8jRIqCb6Q7Inok9m5h9/1sk8K/F/DzP/ltd6ABH9rWe9yIuMT//1n4jv/IGfgNZ0aObqioFOvpqN12tltRbZhRqzl5vQeoMMRikJ17a0J2/F5ITkJnRO90UDAGZnEVKCMxoPKR845+1cCjO2fLvFN0SYlAZrEZlLVMR0vZ6DJXVoCuqRv0wahlV/3ydtsGzilGWNOvQiZjOweWosW4Jh4LIEnLTGuuWDEftsDdY6OTufDLbL0ARlQoixc7NNlV6YrEwtL2vEeXaIQJfUIALmO4flYYVaxFz7+pyuY5psZebU5nlrVqK+P5ZGc44FOSasa7wZNrpZBusOI+cCd+eBAjxcHj8PNztoRY9KBgAi/2y8BbjA6AoxPqMkXCu1FAo3O4Tr58q9qQGim6nX6STqn8ZpGWAamDK+6ieZR7wF5pNHThnWHhdspRTCcI82OGv0teX2utjVT50zdc7AHqCaXp0rwfFLZmFJ0VE+ukUMqU87t8EyQKr6mJPo/D8iYtdsKdkeB8T8tJME/sHf+9mb13u98SKgHmb+O3jtArol8o9/gy/1baiLyWvFayb+ZyX9533Mi4x/6Z//WBQSXNhZ3dkopTB8q46HBbr1xHzVOG+0ytk7rFvC5Ixo3wyXRDTi5c85AzOpniC9lXH3zCwiavPRmH2umP/J21sTFq60y5BwNhb3IcIZjbOuRi8Q5cwDRl7312dlRCU0HSvtxtRxWmF2tvPx1fCaGrIQEAuNTnYgA9e/RdmHrcTdTHdYwVuDrUJX0ljX8JB+ST/fmyQGbFuEVgbkxOFsmu1hUKf931jpr1xbNd4kVSKsW4IxBDIK3hnkILMA7dwPMNQsHPs9OZguJHadhBvsMV81ZVvo6u4WYurN0CZNsD11obBdd0ecuY6YdrwiDogURJVlPtk+eWu97gtaa/i2xH9IvrlI87UeV2CVVPnzVayOCTnn41R1ja0ayBCJsqh1bYcy3pN7A9lYXXcCue9o2jnKudl+viM9c/QZvg7rNMBAUvJdvrah7HBPzDBGdVjqRSpyjvGC9N5eWBDRn37arwB81PMc47mbu0T0qRBIpz/nDTYoPuwozPjqP/s3RSCt8bwVwRqNZY0gr3CaxBqPWaCOGEtvuK51tJuBzvlfa/O0ibXNzohwWb2HCDuDh0iqpJZcCUfz85O12KrWfs4FVlEfBgOL7PJelcvzQspAAs7OYksRMWfRyIdAQzFkqAQsfPySeqMR1j3ZhVzAFc5Z62DUqXL/c+ZeaZ+1wVISllAwe4MQM3IRuuk66OS0RnWDYfSQThVJHwKksIUdErpW0PRWQ0Oq57M3uCzCd7dWibE8M7YtiViYVo/6815LbBBzx6NbwrNWY3KuLwCAjO471xq+tW9QTT+gUBU79wRkne7nv1wC5keajlJNx34sQLByrSs1sw509fc/C31xXVKvgNccu99t07hpicufLa4byi3567GSp6OqZxp2o00aop/DUAUDgrdrIyJu08mBpv26NrirLRTW6Ud7GOMVSTHL6zPg5tueR3vsY5LNcj7XTfV9irdRiFsDvfVlxtdvfZQU86PTzC8i3oKSDV8E4A8AuBVCAv7d5znAcyV+Ivo6AJ8K4O/hqHj8zzTx/+x7PojpH70Xp/PeGMyF4QhQlmCtxsPVl5UKwEbdwDFlwFNkcEvE2houOsa6JkyzNNbGCVdgZ19Mthq11HsvpIyTt4h16vZkdlVRef3jTZpigs5C/xwx/ZOzSCyQyhpTv+n1IxU7oSaBKEl4u+aAAlAD3bQZqudckK8xfeza/OuyV/Szk53Dsolt4TyZ3ljuTJv6OBQWWIpopyOSSE/HLIlPKZErgFJHrL/GSC0l8KGR23Vs6vSvdRreimjc7OzNQtIgCkDmAIwund+utBosAukG279OWuPVy5mR856AuE7zHpPgfsC248gpI261anW3iqEi9SEQUSnlpi8RNvEDdt4e8PiWDK+TsPOm6uvEOl0cHi25Ra8I0FbUO3PMNw3lFm16uBS5ltdN4VGTqX1+6WrCtt0bfq4wX9qLJZA0uq3TveF7PW+xLgL3rWttkoP2rf4bDAa9FRP/9wD4EWb+zutfENF/9TwHeN6K/zOY+VM+jBP7JYnLOhhA15i9yCjnzPDXEgtOkqUjjaJEPwYAtCFp0g6RohiIbFXlEpCKW+4fwitbwDQbnKwIs8VcxNB9y3BeQ4EOZi2AJF/FMsjVhnTG37VQABxpLCXd7DgalWLZBD4CGJeYDnNnBPSEvIWIJ8YgxQLvrgbP+NaIm1H1cyLjPIn2TOaCLciQzZYyvNdIS8ZsJcGkpgmTMoy3ULWxHbYEYsbUHveIXs0Y0+yE/TFVT9vqDdtMNghizjJNRh7nrzVhjtdbK1UTkAIrullIrnXxty3BewNj1A3LZ1l2k5THkuj17gaoHrRaYAnzjKGflpyV1gjVvrBJKIgXL4vaZaUvgh+TZZb3uG1RvI2JUHIW+mhjmSWRT1ZGEn6o8E5OIqF93ctoNFfrh92Npj4hvT4EGcCr9NvWDzidPS4PG6bZdrlqIvRFoMlYx7pDcJOBVjLZK/IauGVaDRFDRuQEkeI2nZbNkOIrpYzf/QWfic/6nF8nzmhE+KZf84df8xo8b7zFkB5AHAsf5esz8yc9zwGeN/H/XSL6lCtdiX/m0fJ9n9zzFgXck/jYFJ28ND6hgGWNmGbTTSOcNUjpWDU4YxBzQoiMfNWUNVrBKgIlHJK7MzJgdAkZzhHunHwZmEUfZ42i/AmFg2gaIENiSgOcjxBQygXeamwpwyqFEHdYadkitJI+QkwZJyfTuDkWLJednaSMNMdiLlJ5Q/SJiHemz+wMCFQ53rKzGHdLilDN1RnbQ4RZGcqZnvRbLFvE5C04FeSSMZnHHaWufYGnyVbZBmDdbp2o5rMHqqhaSgWTv63g+3Xw4t26LhEoqNOv5cZV67qK10YBSiFDxOGIKhVxiyiZ6nStvZEbAJoXLx2gnSavMFWK5nTyoPoeriXSZdESrF1kpQik1c0C0+GogRvf37fboaERIprOTl6PpEgq4NvmKgHXhWyXQqYdMloXUexsC4QyAmPGmA805raDFZlk0dQqWVzQplOFueq5W6cP5+MmA1UZFq+lt+PrHEVK5dAbabunH/jun8QXf+lve4EcfgAM8DX7400OZn7/Gz3G8yb+Pw9J/u+B4EqVycif+kZP4PXEFjKMVwDxwWe3ca9nb4VRU68/AYKzTrIDGIuxuYpoLbXpe54sHq5oelYrce+yxwqysVpORWF52F+vpQKqf1FgPNEOBQVLSk3GH05VDHxossVcZLKYAWs0LstxsMZpA8pAvBQEKh1a6o+5quqXEGXC1xnxwi2Ek61JdPTOvaqGCwPLEnGyIjGtvVD3lAK8s50uyBA2xxYSTlrdDCL1441DT5Wy2Jg7TOrm9ZvQl9YKOYoq5Vz18Zs2z7YKVTKmjLDJ8Rt0U+r18SePHAUS6ZI1muC8JKNtjaIBP1TTShGms2j/KxKvgOvdQylcPQUClAKsH3YFrX80sGBCSFWsTEs1v8Y+mEWKoBVBa4PrvsJIc92umqRPVZIgAJA5FihZIMDcG7AtUkhdgXRM+v1z0Lcv4LzrkhTjscbrmxML1ZXkvlqvGFSjqqqvmH6MRT4LUjvt86DIub9vbxTi+DERoRTgn/zEe/Ed3/JD+C2/89c/5YN5ffEWhHoAAET0w7jdkHwIQgn9Kmb+xac993kT/9ehclBxVC5+XUFEfxTA76rHei+AL2Tmn3vW8xSR6L8UUcN03gg9E9IkDCHLlpkZ+WorTpAqbZ4MSBGMIhijEXJCrtOiAORjHL7l3u7Sz2ET45e2w5jdXqmffIVosCf8yVYP4EJ4iDv3/FTlAS5LhPYGRqkD5XQNwjZq5KLZGSiI6mKbuD07GfBKOe/mLDWuB2tyNfdIocBBNOmR+fAlz6Xsb5tlV6EgNM2Tt1iXjHNttj3GvLEgZIgIm5iXiP7P2Cx2RsEYLVTMdLw+66C14pyG1hqllA47MBjLVQJRilDoiCNf67C3xcEYqeSv9Wjk/A9P6W5QbrZQEJE42YEIrLCt1XhGUcfNRz55vroeShMoE5TSh8dZp1FKTY6dBeP6onYtywyiQ5N0hLqM0TLbUqeIpwoPaa0PA3ICL6naQI3Vhes26bfPYYxRRXSabRdFU1rd7Ch8FZITfS0lukPtbdRFvs22tOq9nXfbabRXv94NHmxSB+/kGBL+6l/8Lnz25/66F8rweauxeob4a5BG3zfWvzd3+VcAfD2Az3vaE5838f8UM//V13t2j8RXM/N/AQBE9CUA/ksAzzRiKcy9QaoM4fIQ+s2hlHDkxRJO42yq5nr9PTPXydmEjTO805KUr+6PLUR4p8UoBZJI1vpFLmVnt8zOHLj9Y9NUEudOrRy5+LkUXEIRITYGwkWkJHzVpiEl+OTDEsAETEpjfdgbry0xy6SxTB4TCasHEPXNQyOuACcrPQatCIZlmGn2FkSEXDK2IFaUvvLDp9oj2JpELsnoWcHO3x/DKgXNBG0JDwMzqOnzo+LVMRSUqi8jeveNVoo+4dmSf2tcG6OQYoF2aheCA2CtzDsQKdhJDNflPrj9wq9rlOMwAcNOo1+uq2+2nwRC21ax7yyFDwlY6I6Ey8MGrQl5OzbGm4xCY95c68y30AO00x6/LgFKE/xkHoc9avJ3kxEns9mJbn5MN4sEcFu1jwueNgoxZXirQJpu+hapup9xETjtWiu/QU9iiCP3hHW6MpAi5rNAXgAwnT1QpCfQjuOm3QB+PK7zRuwdw+NMoK1KPeR0y+T5x//gn+LvfseP4V/57BfTkhSi01uz4gfwmcz8mcPff5iI/m9m/kwi+vde64nPm/h/nIi+EcD/gYFC9HrpnFeTaGd8mP2TztcfGpxSmUsDstvzPRLOy0CXZsJ5skilHBq9hYGJFDbkWtEfK6EQsvjRMg67itIsvkgWhbEKZebjLqIqQqYk+jhLSIix7I5aLAm/FIYhBTJ1Yng4j5arliAMFk+ELWUYIpE2YeHuKy0wlre6GpAL1W8cfmtm69tDwnTFPurvDftOhK90XbwxWJaAmID5bLFWCee2M1AklWdRDM0M5DZNDIxOY9bqm+tmrUGOAdsmyqAt8RujsVwE/59ni6JLFYA7Xu+pMlTWJWI6SS/Ceqo+vvK+xh1Sa6S2c9+2dFCEBPbKVDsNzozpPEEpVN37iBQLFOEGk1+XMHgE2wMEMibokhlFQ0THSu7CZ6TEUU6OJYirdYR4lRjHKvhp1WqjSLrJimREM8SpqqeAQGXtfJVSNzBUqnLI7ZLJMffFZay6xTVMBPRiiF1fqz2ZSCAxUkoKmS0iZ8B56rugOFBzQQw1NOWtk/MnAr7ua77thSV+yfxv2cR/R0SfzszfDQBVuO2u/u4pAlESz5v4Z0jC/9eHf3tDdE4i+q8BfAEEk/rs13jcuwG8GwDmu48GcKzqbB1fbxh92kRqeHlkOEVraaCplFFiwbZIEjmdxBwjZZF2yLlA1UTNddtgtYLTogx4nyLcpKUJWxPREmKndIJFx77FEipdtDaUVR1CAoQKaPVAN2Whfi4h4ewdHrYAoxVOzgonvHKmw9CcXkLEyVlMhqCgYJWCJYUQdv9grUT6KiSRsY5pxGQLDGnY+qW7ibHSCwnzMFgEPso4M5rnq3wO3Yh9SzifHDhKh2NdjlIZIh8gRiUjnt4vNcmk9lQrwBFNWZaIaTJIl9Ab/H62UJDGfmtCKkXdhN5PTUdGpka1FvkHgVkG2m1mkY1OQ8U/W8QsloDTfJQRJkK1FdxE9fIktpSN3cIQ3X5+eg8TQG08pwKq9MgwLE7TbOG8yBg0vR9AFisufFVBB7jZInSPYYJxez+iPbdRJEmR6PBX+QqqDe7rpA/UWRWIQbrvcwxPf08lCyQrSGPGdJJdQOaCuOWDJtV0cjDMWJbjbIT1wgZqn7mfbZ36ra5jRPhlH/vSa3+4H2Y827r8TYv/CMDXVcVPgkA8/yERnQH8sdd64nMlfmb+og/3jIjob0Bsxq7jK5n5m5j5KwF8JRF9OYD/DMCj3Ksqb/q1APCJv+qT2VVXIZA0cQv4pioXOOT4BWDIqHurdL1XHapZL4InkiKcJiPJPktSvnNiArEMdnrnyeLhQZ5zqkJUuQirRWtzw/VOsB+dAAAgAElEQVQHdsXB2Ros6w4NhJilkq1f7NnovelZb/imtaMV4VyHxBpaYZSCbpOhWb48J6UPTW8APXnnzJJkkyxuU6Warinizjs8LEH0gdrkJ8mcw6GxiX3o6OSOVMd1S7CWYLWCInWQaBCoTryDd39YCU2EwJKo54HJctjKEyGV0imAY6xrgvXSRJ1mi60ay1/vkto/jVOkORfpDxU+JB95zeMxptkiptT1eq6DWZgpxltopbBcNhBQE3Vthme+0flJqe7oGIcZgDYbcHz9IjsQlvfaIB7rNXIq4jlRnbcAWfTbe2UcaZPXeZoHWMtNBpeHrS8GQkSi4UmMlEq9p6TfccD6h4O3nUFKGVpXs/c1PgqByaQzsK3phkobQ0aEmMS0IqtcLXbG6Jtjvv54S/L4AQDM/D0Afi0RvQyAmPmDw6//l9d67rPUOd/9NF3pZz2GmX/raz1viG8E8M14SuIf453v+P+4e9dg27KrPOwb87Ee+3Q3EgIE6BHJWIZygkGUEmxLTiUEiAlgO5AYBwcKTCFXHgSCHZeNcQiQcoAAjmIrVsRTIIixwUQEE2HABTbB4FI3BmQgUTDIIITES+rue9ZrzjnyY4y51lyPfc6+t4/EVUZV9733nL3XXmvtvcccc4zv8Qj+0Ic/Dz/7/7xNzVWmw13YoFr9GULJECXPEtMeg2zHV6iYJEbc3hoADEuEe/2+0uHiOV3e1hogEnAywCN1Zg8vcgYxJXgixCM9+0kds1SHvo9yzOtxktZLWHYHkFODEc8T4TDocRpnwbSnrjfeLXBPEheo2ohAW3eAwskzgMgJFgbDsL4Hg+5gpnHtUlbrdrvvZPbiN5+uKUQwpIUg6ooC6cwSzPOhiMAEEG8G1SQmHxMCrJVWQkYXEYDhepDdmbGHLY4jTZ0uG72bBOOdzEOSIJiy/PI0BmUCO5WhXo6T2xYl+SozXtkxmlONoRtXjlN16+f1pJsHk3G3ewAkEZOqx9atyifkl5eLX85liDOe3liDpnXCNFdXsL4PF00qsyEMpwRf6THOSFLUjRfL06ICzzyEvpfdiAycF9axsQZDnoMc7CSk9y+fyxR5d3+tmtVkyGlVuxWpazHjuaN4SIe7mvC/DMC/rf/+MQBfwczvvu25t1X8f5mIbpK5I4jby42Lw+5JRC9h5rfoP/8EgFvV5HL80Y95MR5/81vh1UzliO4pvXGahxFN7RA2+7VhjDid/FpyufZSlY4Bj1zVuB5G6fNv2kbbBNJ4oetMUxRrxKIoskYSYogJITEedR61E4YvgxFSwhQTJkTUzq7OB5C2CSbZKRAWYbrG2dVsonYOhoEhAK7K2jpBz4HmoXDtLRAT4iQD1nOR5wL9NKHWmUZKaW6xdH2A1WvOMhkz2odVN0mHo/J4xeO3DqMygfshoPIyUC613/t+Qnuqgamw32uXdsbVqcL1UxsBs8bDNx5Ok1RW8hyGaWYU970SrJRMl928+m7C1QGks25rkftmRv/0sOwiioiRUbXroXNmc4fC+7as2gmFls1J+QrXo8BIT/VatmEIqDOfopuw7cWJXlCRKPUEU0zouwyRlMWxbpTklYTwFMY4LwR1hpqmdZKuKzcPqbcEq6b1CkldmPT5MWKAsxe7mxc3HVJvHbeq2q/mKXkHVyb+ql7QTnneUt7j0nTmGQc/1MPdb4YYTP5p/fdnQczaP+22J14iy3wWEqTxQ7e9yEF8FRF9OKRr8FZcgOgBgHf81pP41u/+SVw1FZ5SgTPnBGM9xSh9a32PYmIQWCnvhGncEGiAOTu39X7gCQApAF0IaE/r5F9+99rKyZdlzBwCgXXmh3ASDkHrHRykwt7KNXhD4JERSGQeZkldSNXvi5lADiGplKgizL3pXqUYKieqohx5hoWGyJgi46oWpcwmL0oxswsk6srBkHxAxoNdiiEAASBPYoBdtpaI5jlMbvXUlQORGHecWj8n1JQYxhJ8ZWHIzNV/iAkpRE1cNO+sirdtjkatOMcxwtR5+KlDP29RN2bG7Fe1EzlrZ1fH3HYcSr/euvEiCJelgLtC6oDWZvbWrfVtZg3/ae9tPB8LQrq6p7yBRk1OhIAFDGowIlj7bStqqfqdMxiKHWrdVrpDwaolVP4+q5vKcdfHLncgmUE8qnmN87qr4jWGP5+TsQZpCIdWiqsWLK8tGI2lRSIk36MNe3r7/meEESdpO91U0DxQPKQVP4APY+ZPL/795YXk841xmzrnfff2L4nNyV4c73qyw1NP91JFMq809omEfUqG5p583Tgkv5ZvNiTMXQIhjfJlnAeAB2EA9NeS/McYFcmj/Xol5pSfe3PAqmm9E/NsLCieMpY+PUQXpWhvnNT8xFdrnaBywN140dMpL6EbA5rKwxlGGqO0e4Zy8ZJ+c0bqeDUvr7yFNYQwBExR/h23Kp7MqJ3HaEfAyMC4HOLKQzbfFs1P1hCuy96+NUDxvMyjMI5mob0t5n+FKGocgEXrvVcf4bz7yDo+gFSK/RDgrJ2HnfMlKf2/PLa1BOel4m1Pgn4Bs1THxswM0kGTe4q8EkzLUTpNHX3MWK/KOiv3YgNxNNZgHBPAPC+EMSy7pFz1gwhBTVWEOLUc5yybleS9alRQbquDU0a+znEQobdc3Y99WM0U6tyqUShv/t28CBTXliUx5lbXETubMT+nRCztzq3xiGm624ofwNnk8HsfHRG9QiWfQUQvB9Bd8sT3KevFWejyYCDEvK7Ya2fQjRGOCSeFMEZF7eQBHiPjjmk2bjkKgiT/pnUIxAhRGLvlkHY5jz10M78WAQjTIriWj22xKH62lcPIBSyRJTkzZDcRkgxxk/ISTpUgNrbn0aqcA/cRyZidBG+pHJQHucSAB2Eot9pTRFOvzbNPlUgTMEk/dZwirscJxNBFWVoUREDlLciYlc1hiQqqKovuXlENk/w+RoZzDikmWfQK6YV85lVdyE7Mz6cdCxiQhMEAfCOKpVlPZr7OUQX6cuujditi1by4E2EYIsDCem0VwphigrGEsTuGgGR3r7KnzViE07osrKZtqrG4X2l2DRsLqOSCyMkEKE4yB4gxIQxp0xYqh+RY6R7VjSRckViu1IPCrRKsdQZed20M2llf+trNZunl4H1nr3gAG+s71SridLa6zhLYN+XgXsltW9euZxwPL6rnPwPwujzcBfA7uAvrxYc1+iHAVQbhzKCq8gbWWLQi+whK0jI5RmEIXTxbE96U/IdrGfIFMHjvzQ1AEuUMfEjrpA4IQmfeinL27F1+n7X8rydpZfVDqdUj1bmrHGJKqKwBokgYNN4tu4ag2j3MOHn5sibF+efYtpvqygFTEsG42q93SbbYXSh2necqrNi2E2RGwYAzBA4i0hXT5otIhYBaAY6Zobma3JxqwQMohoRLC8fQWqNmPo/i2mplanfXUoE2jSY0XaSSwjezBMOgXrmMNbt30PnAnPCIEFMBN9QLysxlkcRYzilqvz8LqzEWRNFWnydX1lFlxYE9MY15GQybYoHytVft/XXMCB9n4fxalC4fW9jdQYarQ5hhnYmBsZ8QOxlk+9rNgnK9Xr8hUjjsZn5MQi6zym7OMw8QCbmPFiSRtWbe0QhHh1Zfsv56BIPXKqVaAGVS4zRF/Ozjv3w4yH+gYDy0OH5m/ucAPoqIHtN/X2ze/j6Z+AGgsnYntAYsDlvdIIzCcQrwbHGq/C75G4NZdCxlaeYzyd8ZQmWkZ04JaLwVYg/zXL0DQEgJbS2vNRPANtH1AU3tQIw97BLyRaisgbdiGJ9PhyCIGgZmRmVjLcjauS9aPvZUSBO3tUdDNJ/ruKmKDDAPiwlS5fcFthtQIhavW07x4AvWttKeIjJ6LSq/oMfr+gknJTDl6iz36csBcfnl7foJxijUsZ/ggF0veH5sJ5LRzotfQEpYKs0CxtUNoiA5u0VhryNUhsg679/PrLsPiGVlmAROWemiQ0SzdWJMDIxRWK1nXMCAtXqnyDMcP060fozIQUNITpmMRdpiGYcghjjOwPu9ENxqh6TzGTJYLbQ5bLFTysxhQDxvy/lGbjdlO8T+ehTnsCntmN9NK1BXX+21itb3WRaFrUrp9ljd9YQf+J43nX3M/cbDJtlARF985ucAgEs8fS/V468BfDqAF5XPYeavuOT574nYarJYq4YsQ7l9j4AVE+0pRJxqabFksb3KWSFEQRb2fpCEXCZyJOmzp5S0b+4QpiCyCIPAE09qiTdFsWE0JC2bGYmgHxyjkEcDwr1e3bdqr7mIkZgxhSRS0k6QIgtxjEA6DA0hgacE0ipnGA8Gh8ylERm6QRairC8UE6OpLIYxinb9ppXSqa4RR56hqY1zO+vEYVx66nWt+j4KHb2qPa6HEZiEdNYoaWocI5gIdWVlgFv05G+KlOR6Y0owZGZYpF4uMl41hogwBUxd3LUWxo0MArP4DRsLpJ7hLCFEPtzN0UGffCvdLM5Y43oRK0NtObfncRT5eLl9U0aWjchVf3tVo7s3FKig/NkTs3qriqXb4wBnWqdpef0FWbWXp879/mmMqBszt4rKdk/deJAlnX9tbEqduG3FyIiFuc42pNU1wVVuB9/MUdXCmJ9Cwve+/p/ub+iDxkOW+AE8+kwPcGnF/wYIw/ZxHLu+vFfCl9P64s3I8sFb5AuAlT1jP8gQMrIwYI96wcOwYNRPfo/22WLkpf8vZC7rZJG4vjfBkPwdqoGSmDFMQdATDJwqC2JCd2/afa4qJ4JsITIoAR32qJpTJaicPoUV4SqHIdpVVt0YUFcOTeUl2ZGBtQyk/fGlIpZjj8MoyKID31RA4IFN7WUwXcg5rHYDJAkWLOiTmFjmB4bOJ/3Njcm7gqurBkkXk6PnNo2QnurTGoLoK4up389DqspJO8sLFr49OTCnHbt4JYq2sYrMvxMRteoQn56TqKkMvBVz8S0RbXtuQy871xRZWlUKz9ztFvReM/OsuKknBmbAOocQVLYiYT1rKBL/NrnPw9cpCqa+kvMmEhBFFoszTjgVR0mb1GzHOgNsfu02O5CU0g63P5+TanGVDmNlGGPEZQ+4M7N1AA9dq4eZv/yZHuPSxP98Zv7jz/TFnmm86HnPwad83Efi8Te/Fb/z7msQGHXt5z74UdgN7LHrJzS1EnXyD/Vz75xW1xAm6Gj3FaNZt7XnIABpYhhiuCjswet7E/gATNFUgvLx3u7kEwDVSKkcWHcY3YGYXGYCMy+EK+a0wEr9vjoHpFVUqXMWJZGi6K/XCc57C2fMvKsaE4DAqCur5JzipkGqvtpit9AMqv64JmGpnHVlFEFkYJ3IMG9vawkTrAs9ftd4QSPVbifiJbsHyS5hEnmJnCStNdjekWz113fiKxBjmiWhMxcg97Hz+dSNzE3KhFV+TAT3viT/Eh0EvXV9LwPUMtEeKUoypDvFBuAksNbto6xbbCtnd6/NkNnqnKa/nlSGocI0TYhBdibGEKy3Kwx9fh5jGV5Pw1ramYxCN8cIqg6G6s0i97CFfR5xA8ZhjduvWy/tsY2Q2xYmWjd+DSm+w6CHrOInoi8F8Gpm/t0zv/84ACdm/v5zx7g08f8EEX0kM//cA5znnYW1Bv/1530c3vhj/wJ/63U/CgoApNiXuHBh7gfRlQ8Ark5SPaQkxK0uCCq7rixgSPR1yi/kmWarIaCxgnapKz+3hSaOs/MXIOeaoZQi1+Awbba/tV/MsgfF5K+SP6+tIwHZlVTOymOPFsLiFMYpwkVCnBgVER5R563EjBQixi4iYGkfnbxHP6q93bAnMZ2aCv098U4tPW4ZsoiUid8Y8RQYVLsnE7Eypb/rxvmLFrXCtMasev/5BHrdkaxbRTxfa9Q21bnWwAw71NjKKc/9anUZG/pRdHYYu0p9++GbxiAKkjGuVDiBpcLO7/FRAmQoaofE2Uzw6RbOmtmvN0dVreWbxyHs2mfle8bahqobD++lSndeFvV+GOEUwZOvY+gmGGcQD4bGM/pH205b8TkYmt+PoQ+LSN2GlFVGRgKNo8w2js1ZNjtv2quL3kkwAQ+ZEQtEHv/7iagH8ASA3wTQAHgJgI8G8MMA/vpNB7g08b8CwOcQ0S/j99CI5Vd//Xfx2V/0rXjHbz8JXzk0tUfXi5ywtVKhRk4Cf+QVtwWASgqYBR/eepoTfhltXerse1yHkjG5+XAxo/UqCLZJuLkSdybNs4RKpXBXj6n8GqNPC3xQFoh18nfWHLa18sDWJGDqAx6pKj1FXqCByhQmJhhieCZcP72utrcf84y+yDOQmHj1pc3H7lVEDczSFiqIXIC03SwtSbxMRvlndS3krqETjRt70AoqF5Kl8j+AdmLRezFmkZc+qtgBSTBbJU5Adi5148AJSMSoGyvetWMoHrtcjDEqOjfGnWGJXPf6M1S2U6om6+WnFcEMwCz21rQVOMazmPutdo1c2/6xM5xTdyd140UnqZ8QSrw9iR3mtsoW3P36ceWnp6z2i6sX7gawu89ljIO0QPvrPVsZkMUqn88sInduAv5M4w7WEyJ6AYBvg+iXJQCvZeZXbR7zERDm7cdANM2+9vB0mN8A4A1E9BIALwfwIRCBttcDeCUz34rlvzTxf9KFj3uPxr1uxK+/891SSSpMrKm1v73R8qhUabG7V+iFbD78VV3h6X4UiF/xu3KIF0LEyXtcK4JopRmWeB72ro1fCjTKIOzY1kvittYuDkMoh5ISTeVWui75Nacgu4NukFZNt/nSnCoZMKeQYMAg0M54fr4/RkTULFlMOsQ94iTkE+QCCdOrTo81a/nmfBm5bdA069/PKKaNaNvm8mfkD0F2NX2/MTUxtBuM9oPIRxAW2GeMS8LNQ8qoeHhJxsdJ02/aHbOscz+hfbQGh4Rr1Zgnymbj0nPPry26+krqSiLhEA4WyjlISHBpYlBlMRwQlJx6Jcj1yO6q1sR3lED7bpFyOBrKAsK+LXdkDEYCFVDd8hxpBajw3uoCtn5c5iHMRK3NtQ5DkFkBOYFlqg4RKzGSU5LPvyEYEFwtoox5phDGxcuZWRFJ2wrvruNuNhIBwF9g5ieI6FEAjxPRD23sbH8HwH8F4E9deMyamb/1QU7mUnXOtxLRRwH4Y/qjf8LMP/MgL3gX4ax8+YVpSthmjxgTRjC8s6isBVJS05X9hyP383PyZ6x7kSEmOGtmsbSkrYZT5WQ4ezhf2HwZxgBnDRyAYRxXTERAFSkbwc4b0M6fFlAJiimqG5dEmexnghPLLiXLMRzBRSsn8M9T7Wc4a9vIc46q/W2ilcXHzJDP7fciJdbdgUfXj6i9AwfeGdwffaEMCY8ghQhiwFpeVcxV5dZtEWWdhhBhDa1kfI2hmXQUQ8SkOxZrLVDRYfLPffbmJIihrlsgwNm5q80OUby0g5wzO/hjxteLb288m0CaRj09K52XHLR+rDUIxawqE65AhHGKh93OlBjemxVr11qDqnZgSBKerkfB65sIMlZ5DDLb6Ppxdc4l92OGdR4sEGBZGPpuXA+DVQeIDJ2FzAKqQDqKiNv1vT2WpG68KHhCOAZRzdtT2ENF7yTuIPEz89sBvF3//hQR/QKA5wH4+eIx7wTwTiL65AsP+xoiqiBuW9+5Uee8MS4StSCiLwTwHQA+SP97PRF9waUvctdR1X7ux3b9NBuJ5Ghqh8pler60RVr1HV0FLX/0vfaLD5JlPwZYFjjmMAnaJ058JukfjxqcIRATbBLbxEcrj0dUDdIwIwaBbna5f6v/eUNoncPJOdTWIo4R965H1CpG1t8bMRayydbSvGOYLRzLe7ORd2Co7HNKaBq/18Hxbtf7BoAxJAy641oZibMk71a/nNCke7Tobo9b1w6VDnGtEQ6DcXYFqlgdRSUMUpQWyJzgtAJMDFWzFNMO6wXb3vcTpinCOovmVKE91Tg9Iv/1w4S6Fbx+KeVR1W5BliSee+AACkN2UnEyidnAphOkD7AnYjWNLL4lQziLorlCZXI7YCQj7GNjpQ3XtBXaqxrtow2aq1p0ekZZELLlZHuqQJZwfT2i66Z9SyjLeHQjum5EVXk0pwpVJexzIbGZFcqmjGxOz5BWYNNWmMaI7nrE9fUouz1FGbnquOasGqc7Nt61xHIM/SQFC8uuhdT6MSd95wzq5hj5c9/BkD7/bf8BH0BEbyr+e+W5QxLRiwC8FMBPPaNTY34FgD8L4AUA3kRE30lEn3DJcy9t9XwegI9l5nsAQERfDeCfAvibD3C+zygY+wWYshwmSdIfp1gMGPMgUNA8wxjA+QNbfLAIMhRLBnikrVbIlfmvkWEYs2zy2Si/D8yziUqMSavg9fONISCIT23tjEgVaC8+jgmxGP42lQNP4iBG+522uGGVlPlxgXs2lcOw0vRZrn8KEeRFS6iEbW75EmUIBl4eW1mDuhJ7vmEMc39a4LRipdionk9u50yTQmqVNTszXrFU3nkIOSiaZU6czDNsM3/hj041k7PGfpLzY8zD3hjTCv3StF5w5SqQVoZoCum9GiOaZvnq5HPKYmLWSa+7NJ7PSJ/c5iPd2RwOYKlI/l5JUUWJ1ha+wflazkFiJ9U5mq63vXiJunYzimnopc8/6rHyuWbnLE4J/RBEMVN5BALVVLhyN+ki52C9kR3C5k2pGtHs3xrH5/toqJTJOK7em1YkPbpuQnOqweCV0Fu448qfLjvUbzHzy249lpimfA+AL7ofpu25YOa3KMrnTQD+ZwAvJfnyfMlNDomXJn4CVkpdERdjaO42nKUdbKsbpnmgth16loJng7YfxhARi4EneLEfNMbg6Xv7Hqu3BhUZJAZcJdvnxHzIzM32eARWcbTlMfYgO9XOgVNCpQL2/bDH9ucwWjFltM8QwjJ34OM3ZRwDTBQhM1o9Yv3ocYqovJW2l2q3n0NKVJWYxDMzJu3r3zvoTc9yAIkRBuE3lAuAdyJQN03rrf8KHjmENbFHk/72OdlXOT+1RO0Yaxb5h8Zl/bA5fCXmICFEOOd33sLb+5B9X0sPWUARKY1HjBFx00mKISorlpaEXsQq0Wnyd85KFc3LUHqL4CkF0soQMpk4hdVtdYBEUstHnm+rtlA2LaMokgpVI1LLpYbRURhjEIMY8ux+txFoK5O/r9fM6KEPqCo7txqbk9piFu21oR9FsqT14CMi40MUROQhSf87HtS2dnO8PwTgcwF8MkQl+VN1hvChkML8GSf+bwHwU0T0vfrvPwXgmx78lB8smtrBV8uA0zoDQ1AyUACBVrhx59TSsPg0SOUvzl2JJTETLb3608EW0RiCswbdEMR9q5CHrb2BqywYizQ0M6PNBK1NO4gz3FDPqfFOLBKjsH17JZCNIe60iAytkRClYcqgGkEzYogFQZRNSZhERmCKEWHj8FXGOEXUXiCSw/W4QiAJKkpkGLp+mjHxV43H9b1xJfNwLhKrVIL2gccxXFRRxZTm6r3ewEZzzH68Cnssq+DKW/R677pusXDMYc0Cuex7+X1Qu8WqsruKWnaNvBN7q7VfH0Jaa8poyGCYEQ4S5xFsMYQIZvFP2HEiNHxld3LNs9l7I2zWnGRL39rssVvGOMbZBhOQj2pW/uy7CadHaoQpwimMc5tofWWXVuPBYHnLVRgGMY4n0G6uAcjCVDWC2NuqcvraC/oIWZpZ0El3nfzvAsevVfg3AfiFSyQVLoy/BeAbINX9jORh5l/XXcDZuHS4+/VE9KMQWCcB+Fxm/ukHP18JIvqLAP5HAB/IzLdS7T7oOY9iyK2LYULJxqlrp+Qsi8pLO8VZgymt+88AMGqVHgFYb+cBJ4CduiYgw9BO++hz20e7AdkknQGQkeTddZOYYx98AvOXTqCNhK5oveThWTdIQjcsTNgcTeVXksbyWEUNVWrUcj3hVHvV3gnzjkQWLLFV9FYWpLM91EkYvrDi4XtqHTimFfJnPoe8KyDMPf8y+dOZr2HVCMrHWwNX271f6+bUpikiWSD2EZWz8/yAU5or9xASjMUu6QObhEM0m8RkxM/28X1BwrLOAv0+KXfDBEqLSmYIi3FMdsIqo2k8qkrlN/R0Mjksx3ankQlmVS1JOrt7nbs20eNZHlPe/wwbzfo9paFJjhgTfCWznqwcOgxhtePJMNK6rTD168+Rs2tRwhjTikexY8uzFDOc0nwf5XLkC9bdE5P2IezZ5dvv1zBMswLq7/+ID8EP3hX85G6Yuy+HGKX8XKGZ/yUAXggAzPwaIvpgSMvmMQCJiL4IwB+8oSX095n528sfENEXMvOrtj/fxm3Wi48x85NE9P4AfkX/y797f2b+nZuef8uxXwDgEwD8q0uf847ffBLPVfhXGXVlZ9ROP0QAEW3jNYEJAUjgYDIw6gdNbFFsFsOqitoM37QKzz8dFaETNv1HAoAkGHrPBAdCN8YVxyDLNhiSQXG/gVCOBeqlGyZJ/t7M2kF81MrRto83RiSf3b46lefqrEOrsab2K+1476RKFsi+tA44MpgSuutwto0ExgpeF3VIPJ/Dvl2u0gsJ4xBlt3A9qp7/Avcs32PS9tA0RRiPQ1MTMrl3Q5gOxPt2izCR6Cod+PfmyFVydtSq1cqQjCzg0xgBTjLX2O4Itp9RbSWOY8TpVM2LQjaFFwN5MWLPtpQlaqhpZZcDzi2PhbOQk2lVy/mV2Pltos1VuPf73YNzRmS2RxniMnBjSycvJFA0kzW0Q+pke8Tlxix/zagrcVyrdosQA2hPNUKIaE4OUb0VcgG2GwEwEGLEB3zw++Grv+Fz8erv+s/PnvvFcTRUfJDDiGb+jSsIM/8GgOffx2E/G8D/tPnZ5wB41f6h67it4v9OAJ8C0egpLz/f+9938Snu428A+EsQHaCLYphEprbZeGpaa1Y4fgCaqKSPf33U2zSENGGG503q+lQiTbZJH5C2Uls5hHG/5W51eBgTw5MBIZtlLEJw3hKIDXiTmypvV0qcQE7+wgFI4FnrhghovIfVxWTS+zsx0mMAACAASURBVFIrQaquNnOQcp6hIVo9BGsARxbjICbW+fXb2sMkAI5QqyvYkVxAU/vVEHMKCdaKW9WwuXdE0i4qNXByQu76CdbSLLmQoYjWKh9D36cxJtXg2dphLhrzdeNhLa8ITtvrt5bgrJUFPMlnSFqHy0olzlSSkH1j90bsUJLSvVFN0dOsNrqqgr3daPsvv8vtjbr2SBxnyYJd/3+Wg8a8O6q1es9/l/73Onke7Tr7fhL1zRWvIc5DUTLyPGsNkuN1O2j7OVKp5uZUAepVvHu9boGo5vsi8wr1A9a5RXvQFhonIclNU4Sv5HWiDvTz8FkUSmkeeP/JP/OxuHq02V/4g8YdJP67DCL6TwB8JoAXE9H3Fb96FMBvX3KM2xy4PkX/fPGDnuRRENGfAPA2Zv6ZI32SzWNfCeCVAFC3zwIAdJ2YoiwtBZo/4c4aOLeYiPv6YJjqLYYxb4U1+Tcy0OvVQKQ+SPrzOQG7dpAYtNN83K4Xi8HSQ5dY5KRzK8damhnCW02hHF0f4CwhBrFLZEjVuK3qjRE8Nzii8mYmey2xfHrbWpJE108i3XyQ0KEtL+8MrvXLmE1WSry/tfs71Ov1yQ5Cft+oacqWK1Am5BgZMQo+vZ8iHAjTVNw/3YmQMbsBpNxD+Unu4detoJi2Es9NTpIKnc0JZ1sBG7PAM8cz0N0wxbn/3bQVvFu3mfJ8aG3HOO5kJIbMevZ74TmpwreWi/Ic5wy667BrES2PW9+lunVy/5jBECRZ2BRNdS33QwbVDt7fLJecdwfjGHF6pAar/PRYXEcKSWZhyruYPZoLpNFWE7XeLATTKMWJ8/J6zhm4g0Hzi17y3LPn+iBxIarnvRk/AeEEfACAryt+/hSAn73kAJfKMv8IM/97t/1s8/sfhtCTt/FXIb2tT7zktZn5tVAz90ee/QIG5AsfxoXJmnvjba0GGsUXqrtWoa6VsYhBKtocBCXEOJF2DiliGM8wWSGtjbnfryHD3zJJCRKkRI+09cIRyGbmbeWP+QAqB50HtkYVDrth2mc8iL5PTqrjlACk2Tx+GAT3XDkri40mesIeV57vY3897qrFDBNt1d+0V6XRo+h6SRohSNstqS/v9tW2lbjXob0js1uQUsnd2GrCbJJ73wvUsT5JRR5CEhXObaJQjZejwakv9PezA1YZdeMwXIf5OCK8ZtREJS3HONhxZtmCHBmPL/LG68Hzlk08/1zJaNYJOczpkPccEqs5ieDZ1I3aWlFy2Sbxl5+JDO3N7Zp8j7NhStnmOl1VuKf2lIAMxa3OY7KJewwRDNqzlyELYlvIQhx9NrOSKhHt7qGcQ43nfsizDq//geMhq/iZ+a0Qr/I/8qDHuK3H3wA4QcgJz8aSch4D8KG3nNzHnznmRwJ4MYBc7T8fwBNE9G9pj+uiiFF0Zpwz6CdB6hwl0Lk613DWIMR9ZU0EeOcQgnxxrpoKMYk2/jYDjprMrkfZcjfVtrqWyJr23Zh75OsP/DBFGCNKnGAGsSZ7SK88X481BhyVB5AJZpvvRNahWb/+hMobaWsx4AjYevNuZRO8N+C4tHxmR7HivHNbxjmDrpf+vNxDmu8ltN8/DBEV7SWic5QWkF7VOnO/uGnc3Dqoa0mg+byY1rDDIymHcRAFVLKEmBLImkNp6X4IaDeKlm3rV1o5W8VN4NhfeRwTiBW2SUdibth9ngDxgc6kqIzhz22g3a6YgKbJ7l0jTleVmJPw0kIZulE5gKy2ievZz8yT6CZpnd1gCpMfl81/tlLKOWZmrx57nBKQhd2YYR0hBUZzVc24/+19YebZQGa7ODTqS9B3i9ibq+yqNdaeKjzng56xXP1ySnw3qJ67DCL6cWZ+BRE9hYMWPDM/dtsxbqv4/zyAL4Ik+cexfM+eBPDq+z9lQBU+P2g+U6JfAfCyS1A9xhAee6SRIZSRQeQ7fvdpwNKNMMKum9CeJDl7b1eMzKb2MCTs1a4T/Pyp9bjWL3hbe02cytQ1ObmRJP0bIIwEXaAUVrldmAiK4YfY/1XWHkop14U2zzAWyJkLwAbWyA4GzDDOAxxXzxunCKNfaECM30uZ5hDSLOcwBzMqK4sVG7MTE8vRVg61NUp4kt1LDGk1xM4VZLZdzF/gmBhVtbR0rDWry+37Ce2VqIICBbN2e/3aAknM82uMwwYKSmLWk9svzlscFc1ZIG0Zqh5eNupThWkKIDaoa4s4if7Mala0Qe5sdyGT6s733bRK/CW0chekWkfa819UOI/vTY5hmFaqmluYrPVm9gRw3uifdr3jAjAO+yIhn1fdCI+gvarnIe7RriHP3LpumsEHebexvkfyRxhFSbbWXVbTVrh65A77+8BdoXruLJSxC2Z+4BXuth7/qwC8ioi+gJnf6yzdbfxrz3t/fMPX/KdoG4+m9nj99/4U/s4b3oQ+RFhLqKrF6i5lNqF+4WJgOFU9FKSNPe+SVESp9d9UYmknmiwDrDWHw6wyxjHCip2tLCL6zUjKPchtl7ZyAAH2jKlKGdksZgwBuTuxZTm2tQfUy5RY2zfqwiXoIlkAolpF9p2giHY4aNpUnInR1oKwiTHhqq223hoABALLSZym6qo0LBE5h5ykpiCyxVvp4nzvmzwUPMjESavIGHh3j5rGzQmybT0QpWU2DaLA2dRObQHlMxACwzdyDJuljzcRo/jmZpbo9pzatkLp1du0Dt21kNvaqxpgnjWVxjHMGj5HbY8UGclKi2mp2t3KtP5s6E7DeoNcEG5JXuVOCyz3sm6FtZtnD9YZ+FoS/kya8pUOh0kWi26B4aaYdotYRu7k+7lSVi0eNy8CCrJwXr6fdev3UF/sYcJDN6GqLX77N59ESmmlT/SM4yGr+HMQ0asA/B1mvm+7sUtx/H+TiP4NAH8Qovucf/5t9/uCB8d+0aWPrSuH532w9O+++weewP/+xp/BOEV4J/DKFf1d//TOwDlhZY4hgZEhZ7db321jRsoosgYxCeOXjPb8efXiLBeIIUSBRY4HWOT5gTTbF7Zl24r3FRiwDFATJ4zaPwc2CT8fnxbGb6+7nrYSi0nGWgbh6EOetf9rb4VIc4vCJphh8+Mo97Mz2mWZFTgnfXVODBv3VRUzAGW6jgcM6UF158M0zGisWhN6uQshInS9KFpOJAvWnIBYdgvOGkzqt3wO3gkohFGPk5E2bStD926HqJFrSvp+AArfNDJjSinB2r0LV45xCiDlKtRNdb5qP1dhFwqdGeop4mhpt2iNyo62zojx/GkxqCljlkLRoqk5VeC4VOxlX35nQFO8znZYXL5OHlQbSzJUvyXxEmVUEyHGiC/9gtfjS7/mM25+0n3Ew9bqKeIJAH+NiP4AgO8F8F3MfJHZ8KXD3S8D8O9AEv8PQGSafxyiL/1ejx/58V/Et333T+LJp3sAAoUMwwGuHooxZxVuMkb6sl4Nw+93B8cyoCUIAzbGpEiVm7XA21qFpwyvCFnluU6K1R+GADKYe/mV37eIcmTyFhILqQm0TvhFlMqK0xQxQS0riRFiRKOkn+1MBMDSpkhrY3kAeyYps3j4Fjj+c5HbN2RkZ+SsUUOQJWGOOs+I4dgHd5oijCXd5vt9GwfLW1OSspZfyvWNkP44YgSisEJldkgwJl8Iz71nZnntpvFnW11HiLW8Q8wtEUNR1DH1/cl9+aj+uNZZxJDhlXuc/O6eOiMonBIxg4V0lYejWVcon2d+aAhp5eh1W2SEUm4V5bOzzh4au+drPxfNSVqC2aN3GoPyJ2Smw7pDSynNKp0xxrntVLcOj//kL+GLP++OhAX4oUT1AACY+XUAXqc8q08H8NVE9EJmfsltz71UsuE/AvBRAH6amT+XiJ4L4Bsf+IyfQTz+s2/Fq1/3o/idd13PP7tJSKzRYWk3TCstn1PjEZVQdckCQJB+/hQiYmQ0tRPc8xSlQj+j796qNHH++5jiPCfIUasVYw5Oi1R07gXX6pCUCVaAJIgQEzgyYoxw3gmRayNTAawTf46yjUWBVZyOwSkTZAQ/nZKoi5oDvsQ4RdQqvJWvcSt3HLaLg95LKAchK4gG3eaXkZPdaR4gA/nicvLshwC48/ox5aVnZ6xtxZnRLUTCJN7BJzcHM84CYJCleeh5aWTS0+zENkyHCd3pTKKqLK6fHlBVDr6ilTAdsOw0a22XbOcFZYxjQF27mU+xPq8KrlIiYD5WP66u7cg1Ky8qzUnee+fM2QFwPkbG3ecQA5qFlNaeKqSYFvnnIqwVATxmrIqUOoMBCPjlt7zj8LUfKB7eij/H7wfwEQBehELm+aa4NPF3zJyIKBDRYwDeiWdG3nqgGIaAr/pffhDv/O2nVz/PJJZtspNEvQh5DTq4CzGh6yd4b2Z9nCNvXABS5Td77f1czQVlf7beoZuOksXyqclsXNltLCd7tHARMxBYdyy8MihZXWPlQFHaFV0vaJhTrXoxUQeppC2eAutda1JJkYGQQJVUzUf6/c4ZhFHEvppM5lrp3MhZObXZ2yaxcYo4ZZSMCqzFmOYkco7Lkd28anM+iTSNF7MO0Lxr2UYJ80xJ0mSp5piTfr43tqadKfgcRDPcsm09unuSkPMCNRYzny17t2kLjX8I/LFTy0oepv1QVWcNbStSBnkx8opkyWYznBZs/G3m7fncT1c1UBrltCIs55xDmMb5Pla1089JQky8g34SCWQ199RDVEKcDoQP9YemOKNyrJMZwBTSCpUlhjZB5ZXXx3DeYgwBdbVGI5kDeOedxEOa+FUl+dMA/BKAvwvgKy/V5L808b+JiJ4FEQR6HMDTAP7ZA5zrM4q3veNdeL937mUrSho3IK0f8Q/dJwHnFm2erLPTNoL/78ag+ViO5Izg+kXTfX2cMlmPU0RdEdrKois+vE21Nzwfxmm3Q9jhlbVdkmJCpTT4o4Kyrfw8HA4hCjFtiqvXPDVSuYUoUtVtU5KX5FyvapFNaGp/iFLy1s4mIPmeriSWtfT29hizPg+Iz6lqHlyb9O4nHdwu1f32MTFEECkhj1kGrCmtWLbb581WhyonsK2g44Z/UcYWYy/EpaV9016p29t1wVKt3Y2KllkUru8Xv+FySJpnD/lGlUSmSpVUzwm4bc8978bKRUmUSQnTGEHNOnlu7R2rWr5bAtdlTGOYH2OMYuudLAAxJPhGCgxpJ6mEc2Ix6GlF7fPoM5Oy/lN/IPRmDXhUiO0WivoeAOA8xD3+XwbwRy5BRG7j0uFuFr14DRG9EcBjzHwRQ+wuYzzYZgLyIWsUL99mXfczmP4DTshCTKodIhJSUpRNbiNcEAKz9GJ0MuVEcDyw5MSoncWQ6f3lOSYW5mRx/js4JaSlEgpmcYgJ3u2roy7T+70Vp67tgJkX6eXsWbATWjP771OfJRZqSeT1GY2g5f4Itf/oMdv3pKmFKZp/nBRJVD7Xe6utogTw4pXbDRO8M2u9oIPheGbcHs0ERsX1dxu4YjaTnx+nbY3cjmNeBrwZ8WKsQEXTYW9+uXCBXar3be1W5xRCQtPs21NZzsI6QbSlM5IJgLpaTWk+bl4ASJN1PnY40+LK1z6NEczH38OM3iGSRSaGNC9S27COzg7SyRQLjiLP8oJbVXaeh+XryPOF2xa+/78EEX0EM/8ipPh+IRG9sPw9Mz9x2zEuHe6+AcB3AXgDM//KA5zrezZYKl5JWDfD3W6SiOj7AGuAiISqsjPk8aiKOFK2zJLPlROxk3E6ToSDyikTs7AY9ctYewuLc3aOS9SVA0ee5ZVzzK2k4vmVF2/dTH5qN0ndmrWuTxawa4rF55zCZowMa0TfJUTGlQqLLbdmGVhOU4Ah2hGj5AUWGGWWPKDN77diY1v4p3cLu3UKCRNHtCePaRAWdq1KkwTMMF4xUGfF9h/32XNkYbkyIccocg8x7O0BZeYiPATv9pj38v7kGJRtnOLeSGSFlnEEX8mOhXTw3YWMja+AAlJKtCh8xoKtHoKoZprNTCAlweiXLZ1SvfTIFjI/JifxLC633R2VUVV+Rkhti4GqcqsFTIboshMx3mIsFsCUGDElGEezzpE5kBF54Hg4h7tfDJGx+bqD3zGAj7vtAJe2er4ewGcA+B+I6J9BFoHvZ+b+wuffSVhDeET7nZJcBGERgsgXW8s41UJL74uKoYxdwmapMK0x6pLFMCT488pZkVc2hKTuQ6wLwbnFpVf9lBAWH9SjvNnpItGNE6YQZvbuUdLPlWUICVZNqI92NNvramuF5OljZQyyGSx7t0vEw5iTvywS24q4UT6CmKEHnBqPNCXEdB4K2ap0wTTJAk1GSEohJKkQawdDx0JwwHrBzloyxS/3cr8kkteGZP5zJLA2K2wiLoPTIDaOXaElnz1qt8zgHNvxUlW72f8397KbK22xFQvA9jPUqndwYlaJYp7F03I0bQXGWrWzTNK5ci9JT9YJic5YkWwmpVafaz1Za+Zj7lyyDgqncwl+a7SSg0hltpMY32wXEzpgxvWd7DDDFObB8wKXlZ0Fmb3O0Z3EQ9bqYeZs6/hJ2xysagu3xqWtnh8D8GNEZCGryecD+GaIdMN7LVLincsTQ8k6McHQIihWZ6MWJa5MQU1SdBBcqVkHwOiK6uLUeNzLg7thWhmReF0IphAxTgFXTTX3XpnF+JmZEacAwzr0UqgcqeqjDBdFxGroxDmMeO9AVUZMjNYLisg7e5wc9alZr6c5oxGTFT+zxMS5HdAwCt7fO4tpFBE7EUlLq4pc2meEXqGNVS1Kn9soXyYvytYaNI3D9b0RloS0dK5WS3O//DjJ7C6DpUU2TgG+MjBM88AwxzTG2eFpHpx6I4PSmMBgWEs77kIZ4xjn4ScgPgOGFh7BDCXNifoqW0GGOfPnJN11I7JoXFfo1TRtha4bD3V/jvRs8uv5SjD5jgSRlWLCULRD6qYCSMhv0xTnZJ8/E8dJe1M4bBeG4l4AwgrePqZ0RgshAUSrPv4RI1oQQ5NyCzaaSl5gwFtTnDuLhyzxF/ETAD7mgp/t4tKKH0TUAvhUSOX/MQBedx8n+B4JxoFkgpZfY4hAWCegprIYO+kBT6rtvY3IfIhlB1QsjQhOEQzXBxaNgFTEnMSM/Ka2k1GGcWSBhJKneSHJiS4mQeZMIcACGLqAphIUS2YpZ+w3WM4xhiRsXU18+wVFv7xFf38XLAljnKTi78I62Zcxm4r3k6qOpt1rHi0wMSR4a2RxmUT/KC+SeRYyjJPu6mQhCofIKazfLxZSVZikt25ri+t7A5yl3aDQFOQyYBn4kwF4kntKN/SOY0yi7nlvQN0Iaqc8/vb+ZhnjuhVLziO5hpJ1mqtiUQmlQ/nxo2haL9aWinVP49rw/kgIrj1ViJExjQfndXA9RwuDsKHX5xdUSmGWuth8FoLqQR1JVNSt7C7zQtjqIliGdXbWd7qE63A/QXj4hrtq2PI8AC0RvRTLV/IxiLbarXFpj/+7AHwsgDdCNHp+lPl+kMt3E49e1SsPzpzYcnS9VKbneuSklY+3FiFOuzKxHKJ2RdWfQ7DnyppVdMwRhDS3VmYht4Nw1sBZC6M98WmIayew4rEmJ6EEbVucZx03lQOpNSIgzOW69uACgtkNcp/GIex0+xuF5s3MzFpQI23BYSjDGFpJFnc6II59WA9VDyryRjX7AUnUW2s9QHvUjWr+J0ZlDeKByF7Zjmpbf2i4HSIjBJVwYEbfh13rwhhS0xRp+xAY4xBnZI4xsihtzVfqxknS3yTCIw6D+NyezyYrOQVaS0hsE/K2DSeuWYT+eoL1Cqes7OyPUF5nGbkQ8t4iJqA25pDvkAUOM1luG0cbyBginKMZZx/C/v2T85SFmZM4jeXrLm9VTGklP1FVdj7eoD3+eNdV/0OW+AH8+xDDledD+vz5rj8FUT6+Ne7Hc/cz+dw4/70UH/rBz8KnfdJL8Q9+5M3SGkmCLV4F4zAh18XOIEYVHjtH0slPLw4t/fKEQRedrp+EeLWpQHeD0KPFoXIznvuRtsI9lRMok0T5FE7Aqa6EfOPNoRIoIDuNjIbJSVUS4Di3xIwSvJgZTjX8pe0lKJktemhWcRxEHK5y6+FzVbmVqNv82MatB5pF/rOWUDm7UspkZjDtq6v8pffewRJhUOnebf87SzZkjkDZ906bBagbprn6z0gQwdiLe1du07StxzhMCzFoE8YImqbvJxjmWRah1E0SmWV5fl07JUUtkNhepZGZl/lIWVJtW1sp8VxpE2ElZSFDXFFgBRG8d4hhnM9hfV83c5smi7+Ni22kagRVlVuJqRGJ2uqRlMjZ1mEfZoG5Ettv1Hg+G+CIpIQM3KeDomkcAppSutkajEWijyHBeSGh3Unww1fxF4zdT2fm73mQY1ya+P8xgL+idOBXEtFLAHw4M3//g7zoM4nP/7OvwM/+/K/hF3/pHYIZ3iTWXM2WyWlb7eQwtBSl3pnV7gFQTfnWAxCxtz3Bhla+v1tEjexA3GqBaWsPRN6ZvPSqX38IH02S2EIUd6tZmrmIpvaIhSXhtqIjyJePIRC+ylv5EnmHcQqHRJv8vHykfhDbyLK9ZukY89MPYcFYMy89+koS+HaBEWnkalf1i+l5QggRp7ZaQSatNWhPizmM1Td0ey3juHANcuTqn4CVR22OqnYz4cxXx8kso4Oy8mh/bwBIBrBG9dFiSjMTNie1HDOMVmc9ArmMczI/aqVk5ArpzqS/HmdNnCzrnKPUKRsKlE1dKJlmCYdxmPZWhiRtk3n4zyyDdJL51dx+yu8vCwvZWEEd5bZdHibna3deABNR4aXlzqFpK5gowIi2VuLaFnGl983XbvdeZ1XTD3zu+4mSzV3Ew4fqyfF8JdQ+BeFYfQyAv8zM//C2J15KdfsWCJfxj+q/fw3Af/8AJ/qM4t1Pdfj8v/jt+Pm3vB21d9IXrj2umkp65MA8aCUSFFBzJun3/YTauTkZeGfXHy7meSYQpwg+6BvOjGHIax1BPAk0P6atHcIYV8m9tHrse+ECbKNt/HwNWW209nb+vTUEAq+20OcqLwKAyLAsiB5jSPyHz8T2OKloddWVuxE7PQxBxLMgyAvROcKh9DSAWYs9R107jOMiz7tdYaJKaXf9NEtnZ9G41TknFgBAEdaKYQrjmPFpzbJQZJ/aoyjhiEyyTPb9hOvrCdfdhKEXo6CY9nOPNaNYXsdZA+PEqnE407LsuwmV8kyaxsMrNHLbZ1l9HEmE7pq2glE1VNlpJPTdQdI/iLr1qBuPuhGk0vW9Edf3BlxfC9M3q3YaFZ7ru0kfN+D63jh/lqxzmIa4K6Sct2AWhI6zBt31KNpTRGhPFdpTJQNcheKKx+9y4lXt5l3cx/6xP3D7BV0YWZP/pv9+j+LPqRH7J0Kk7j8XwFdd8sRLK/4PY+bPUK9HMHNHt3kmvgfiHb/5JP7lW4WklivaEtbonAwKAQAJIEfSTjhzptMUZhbt/CVkno1FutzjHgJq1eUPSanllBPgovN/VK2Pkxi6i/BV2FcPmw9NDHGFoQcfkKcGWSCskVbXEdInpnTUZQKg5C/t53bdOFfxMSZMWxG5M/cuk+k4Jlzp/WJoy4alTx1CwjBMIJaWRzI3s0vz/eyvp8NdGqcDJVDo7AUEU8uupj15pCBtuWUHtCT3UrIZBAzTephpLa0w7+fuQ9O4mUzUaUU9bha15lQpFNGCGlpJOhwNIcdJ+uHMrHIFNAvZEWg+jzAFDKX+/cHXcavPxCytrDils/4F58JXZqUD1Gwd0LC0bbJZ/No/d5ldHJnaAFhQObJVmH+e25WA7FbzsZ23OF3V8wB81gxqPD7xU18K/DcXX97N8ZC1eorIN+k/APAtamV7UV6+NPGPiuphACCiDwOwZ628h6NEFOzrOswDvUY9ZTOkb0GKCOQy68TEyKgAWJtJVW4lGwwsdPw8BLWGcGpUhrefAEjbZE6YelqGgMp7GCOPm8Z0OPgawzq5TSHBWQPvDaYpwVqsIKU5+kFmDERxT3jS87UGu0quqRxY20ZOTetzFe+9PTBdWT+/qrTSmgRt1NZuB7EtQ3f5AAHOEirvZ2hrPmfW/2XGtVS7+0X0aEeVB7G9DvZlF5BgLckCEHl1LCFi8ao3ng+buRJV5dFdrz/euerfInDK5J0VJMv3gjbPrwpBu7h5c2bsfT/h9GiN66fO39em8XA+yyRIz33dO8dqEco2iMMgTlo36tpsPkzWEqzdtMMOkmHduJnt7JxdzUZKCCcAxeMvw+P53uaZ0vV4OFwW0EHeSZLMIjbRXtV4zgfekQtXnhk+nPE4Ef1DAC+GtOIfxYWNqUsT/5dBED0vIKLvAPByyFT5gYKI/jsIF+A39Udfwsw/cD/HOIIhLobeagdIJLj+g4SbdfpjTIiTOAsdtSAS64xAv1SxQMycGjf3m09tBfJOZXsl2eStelUJaWbrmlV5eyhDkS0bJyTU3m96rIuhS4gJaUo4ZevH4tjMQLWROai9AzHQ67VkyeNZA0aRHeWOJ2/H88/6fprd9AjrSnoXDNSVRx9HGd4ZwvXBIlWGtWL9eMToHMYgraAZ0SHvd35c2erKvem8AHT9uFZ13ITs7mSecCNgTe9X0+zhjplgl+/ZVrK5TP7TELJUkgx97bIDyXyP8/dI7iBD1E3HQRaA9qQ6Qd0k7302oQFhGCchJdYO48CzOfw03sxYBtbew+W1lImdDFayFFljR7g0+51ejAzrZFcjxdW6yr9JuznPKpwzqE8Vhk3hUTcOjz3rIlTjRXEXrRwiegFExv6DIcn5tWp0VT6GALwKUsFfA/icW+QXPg/ARwP4l8x8TUTPgbR7bo1LCVw/RERPAPjDkI/mFz6IMNAm/gYzf+2DPrkcxGaq/1gYr0v1qK2Yg3bPpHrnVeXQVhZMBF8fa98f7p5UvjjDAYch7BFG0OSeVSA3lon2QOY4R9cHOCtfoFap9UlljPPCk9tdufKeYlzJOJQDXmdoN1RNrJLQqzceZQAAIABJREFUw36onc+9V83/7vpcwj7+VhhD4iOrx3LWLGif/tjIvtGFqlLdH+nLL4mdMwS0m1D5vXF61scvF4y8ABgrblt1vewAS/Ids8gsEOFsCyQPckUjaL8jmaa4gqUefWxy8jfWIKakaK6I0K+ltKcxygTuYA2a9fZVlK7vxpXZS74Hdb1nZa+N1OV6PGE9VC/e0m2lfu5YTb2X4sis5+wtUAaR4PezN3Hf7T0t+sJIZn6dtioW+gSnRM3SyrI91XfqwHVHkg0BwF9g5ie0Mn+ciH6ImUsZ5U8C8BL972MB/G39c30+i1bPR+uPft/9dt5vM1vfMsDern++UBE+dzU3vyiqyuFZj7V415OdtGmyFeLGfavK/Xbdijf1HgXjnODoe0UB9YOYSGRbwDJBbrHelRdDl2GchN4eEpragcPBwMqauaofhrVf7uFbxQyrA9dRZw/nhqF1JV/spItcXTl4R7OnMOug0zDg7V4p9OjalvMADAgG0luuz+xOjoaCYvC+MfeeZzLHyf+ows9wz1IJlIhQVXanMSMvQodM1vx6QrS6pS0FCCrFuwKVAuRVou8nqWxvqAIZomI5nIELp6gIF8LsUraNGNMM91xdS5kIiQ5ZronFZnQnY4F9EdMrLLRpK0X2LBcmFf35OcA0iR5RjHzIJ7hJAymTDlNMoNKa8gYvgar2u7lFXrxiWN7X06k6e84PFHdQ8TPz26H5k5mfIqJfgJCwysT/JwF8G0tP8yeJ6FlE9CH63DLe41o9Rwe+rxe4If5LIvpsAG+CrIS/e/QgInol5CLxwhe+EN/4dZ+NJ37uX+GN/+jNeOJf/Bpw8OUqK+lcBZbN18pbWGPm6j6TUgjyQcoLwOzZOzejGY3i+ftxqWRDSLNA2ziFQ6PuHNkvt9cklo9LJPA10u171004NR7XnUBCU1Kf3PW9WeWMnGhOKjM9xShticrhnLbPYWWkzxmGgKu2wvX1COesYuSjKGLOrzmtCDVLu+081b8fwtwmICzyyvMXbJOvZiXQxmPoR1Tn5J9315ar4yxFfEirmCNrANUH1evyGIdoIowxsHrvYojzrq7rptn+cdLPlTFAXVcgIzuQrDKZEosEyHgs17FdxOra7VQ+j1pCQqoT39ktB+HM5nVx5GKe3a1uSvoAEKaE9uThnOD/fWXF5pQXzSCrsihnj0cqSZGtKZvMheAZGdSevO7azK7nD+yd1dpTfeN531dc3uP/ACIqbQ9fy8yvPXogEb0IwEsB/NTmV88D8KvFv39Nf7ZK/Fmrh5n/3YvO7CBuM1t/4AMT0Q9D+lnb+KuQLcxXQm7pV0IWmD935hxeC+C1APCyl72Mn/uBjyFMEb/6tt9F4yxg9oJlJgu4a/T9ok8jDMx1RT9NwhScjUGwJJu2lso7D363r7VOaJL8S6mGo/ZPJkN1/YhTJe2MGOOOip4RHX0v1fx28HougXVaxYEZlHJVeWGjpkj6wOKpG0JECFG0bDRRTyGBtV3Ud9Ka4YR5UbwpBk3+HMXua7qFcJOVQDkB5AmnU4V4IEOc7/eR32vfi2jaEUN4VqAkiBDfQcwmJie/yHXoDaxbP/f3h26EswanqwqcZJZSvre5am9PFbp7A+pGBOJuQ9mQMTskTFbBzIPcckcwqtuYORjyH4XwCeQafGVxeqSexRDztZb/BBZTmfYkLactrt5VFrFLZwXbgPVHs3w/m7YCEdBdq07RQdLPEUOciV3t1d0lfh25XBK/xcwvu/V4RI8A+B4AX6RQzO3LbePsskNE/zGAN+oO4kshOP6vZOafvu08bmv1/CVm/pr8Isz894rf/XVmPksPZuaPv+3F9TjfAOBiIthrv/0f4/t+8Gfw5FM9Tm2Fe92IplEbRO0jHlVBU4iwVvuJByxMZ8xONzxGRojak1chq21sWyX9oFKzZVuniCwOFxODI2NEPAtxjIXoyTDuyVO762RFb6j88NAHkJXXjLN/7fp8V0iZTdIH9pIDWcvGeyuksSjQ1ibrrx8gkEB0ptLkWRtm84TddTWNl4E+CXa7n9Ujtd3HCh/tBebn7BlhNdojb4QkVihcHiSpTMDaH0/+mB+bK0SiQy0neyDXkJNdlk8eD95f6bUfJ7487M33oYy+G1fXcm5onBUvwxREjZTPa1GVIRV+Uijv/vflnjTLMI/jljdwnFr7boS1ZvZUbk+VMoj3xK8Qkrzv3uKx92tvPe/7ijtC9RCRhyT972Dmv3/wkF8D8ILi388H8Os3HPKvMfPfI6JXQGQcvhbAa3AwF9jGbROQP1P8/a9sfvfHbzv4uSCiDyn++R8CePMlz3v7O96N7/n+J/DkU70eB3NF7J1RPHeBX2aGs4S28aicBVI6T2w6o3LY1oKEccbM8Mfbou9lIJq38m3jcWo96kq8XK+7EaTlU+XsIYFKiGfrJJo4k7y0lTDJYtDWHiclsY2jtImurwXuWaslYwiC1mkqt/qGzuiog6QPSKusrvfnN00R/ZDVEidpAR0lfY0tv7fRtkWKe3LV6pE60I1BXLU4MZxbyGvDEHB9PaLrRPLZKiTzXIKbJvms5PBeLQNXHrZr1qskwoV5erZ6ZknQ1svuMZuBl+GrRaoibjgTfTeBU1rBOp3usA4XHUAWMl6OfSQtkattYI2Gs070eAQ2KWSraZLvSPmcc1HrgplRP01bwRXEQmB9H/M1VdVlmvlN6+G92IPWjZ/JYH03YRyC3Ju2wumqxulK+vqJGe0jd9jqAe6EwKWInW8C8AvM/PVnHvZ9AD6bJP4wgHcf9PfLyF+4Twbwt5n5DQAuGnDc1uM/giSf+/f9xNcQ0UdDvmO/AuDPX/KkJ5/uDweUOflXlWi6hyAoF0Aq5a4bYYyoHg4FKeu2iyn1fbIA3Fb46whbDgY4JYz62K1PKQAYMnNLqa7dTu7BGHN4TsRACgmYGMlIq+nonpy0LZQXlVTAUEu4Zq8zjNofM5zlXI4bw20tQ9faO7FubARmejiQ1kPUKlWd5aNB2Vh+P9yFQmkz50KOQ4ccDkA4Ft471LVUq202JSmEvkJI+j7mHvSxK9gUZBHhlHayzEeIHmARLstmJn0/rawg68avBO3GMex2FnlH1bQVwDxDbm+Cd45TuFWSOAaRjx4GudekhcPRLiJ/pscDSeX5Wov3ayZT6mfZebu00w4KrTxPODfbqOo9YuvoexamhDCtz98Y4Nnv/8i52/BgcTeonpcD+CwAP0dE/1x/9iUAXggAzPwaAD8AgXL+vxA4523QzLcR0f8K4OMBfDUR1bhQjeG2xM9n/n7074uDmT/rAZ9446/HMcAYSZrbxFNn/1sSNm/bOCReBqJbtMCWOUoomLxF9bU9JdIKdZoivBHp5CM0TKkwOQwBlTer5L9twciAUM08hgknFfYKKWFM6+Nbs7h6Zfep8lryvWkUJTEOYWUpuI1VO0uZzSXR7UrNcVacgcrCWIsZCZPEbzeFhH7awDkJmEKR/BVmWVfH4mhdN+2kOIwm/Zx85HGSFLIZekqCDMrdmKY+WGw0pinpwmZ2j4kh7e5ptkvMCTozWDs9H+8NmNNut3COSJWHpUm5G6dHzxVyhGmcEIYoBurrX62+pZnsdNtgPBcqIoe9N0rZmr+UZVO+J81JPA3OfWczrJVCXH3Wc7vriDcgHITjz6lVXg4z46X/5otvvL77igsr+lsPw/zjuKVYVjTPf3Efh/3TkM7L1zLzu7STchFf+bbE/1FE9CTkhFv9O/TfFzm9vCdj+5nKX0ZvCLuPdkEDn3cItZ2TbdlnP9oRzM/LcMR5+LkwdttmjWjhbG6+mR20jd9JLIxTgokCCx3U2zQzj6GY54XIhTnxNo2Hd7xiDldujeKx55KLDqMNZd0eA9LqMsY0L1iJhZTWqt78FvFy9L0Y1NkKwKyvcqqlDeKsKQbGqq4ZGYayLHBCXfmzWjVQee0cxmDFGciD47xolItamxU5jQzUG939rLD9elHdvVE0cQ6i3AUZ9UU4h4IZhgBjCXQgZXAU81BTtfsZN/fbm9bDWnsjgxoQkxhODGelL3+0qHpvV7OsGKT1k8+7btw8T8mRDnpffScEq+vrSWQVBL+prOkIKNGsbty8C8ENHArg/Oe43CE8+/2v8Ozn3HHFf0c9/rsOJW29E8ArALwFwhV4yyXPvQ3VY2/6/Xs7yt6uRFEpFMl6bh0UiSMdDFDHIYIRJZGPQVsFx5o7OQgiHZsXjGGMqyq/3LoSpC2wZeieQwqkJOdODJBl1N4etnGaesHkZ/MTtuLBW1du32s/88Fta5Ud9v4Q7llVAnsdxwBnzrcSDttd+VwbmZFUrdmZlwPCoLZOdGAMEe7dG4AIuPrmHWuurIlEGmNbxVprId+DdcTI85wnHnjblnF1qnB9b1SYY1EpU2H1yAoZvYEoJbuBBOdETbNVcbihn1ZJs1H8+aycWTuM/QTn+LgVBknUKQmh7KaKeIUkuh5nNdAY0irRWzUpKiMTrZwzK6Z0ju3bnyWeh0FsH0NMu/PyivMHgJTE0e5GGYkzIUJzvLpn73eHrF3gbir+90QQ0ZcBeBmAD4cIaXoAr4e0lW6Mix24HoZ4wYc+G//6h38o/u9f+g2l1svPm9rtEmsIYRY7m0XPDvqNBPmikQFiApwmcal6eaenAkiCTjHBGB362uMEDUiikQGinJ935mwvPffewxhBIFhjYCjueAFb7H2nSKLEAscbx60Byf4amtpjGoIsNsO0MJyLGLVqb2sPVtvH3QLB5ztwTeORVAbi1B63KqagwnCK3LHWwBitklXvvtRa4iTcAWH4isrkUULcLkZVtQzE83tiydyIVc+HyJ+PrPw4jVF+x8fEszKIBDgwDQne5xbUkqRSFKTSkQRETowhJFhnUSmpb/WYordva3OooEVmGQDnhSYlOY+saJkH51vwg3WLT6+4n4kwGivef+jDPLcofX7z9Y2qAbWNaYwziq7JshLDOGPwQ9hLhffdOOsp5eeJR3JhJ9lWsLsC8RnGQ5r4IcCYl0IFqJn515UVfGu8TyX+qnJ49Vd9Jr75f/u/8H/+yJvx1NPdrNe+HX7FwNDv2Q7XD5bhm7fZSJ1n1MSw0TQXcTEze6/KzwSeOA4R7AE2N38ypinMX1rvLK6npc1jSHr3XLIWWSCYeThrDKFXC8Qj3ByRViURSEb7qsU1jBspA9Hu30pMHLcfnTOC2R/FkHwn4nYmGtWKz0fNfIDDV+EFUumdnXVestTvNoiExTn1E7x3OJ0qrXoXaOw0Ccy08qI3P40B4yjXW1XiCxw4nicW8RoBw2mxTWwaL+ggRWkdXpI+NWvm5J+V9yBr6+c5yNmDYNG+mdU4sdcLiokPZR5K/f1siJIF0XLbJRvRxJhmEpU8fpw9bnPLrgxfWXCS1s+5hStzDY7uc1UL16KqPTgtcxki2QHJghMxjcKN8ZVDCONZKYn2jHz2M4mHteIHMDIzE8kZEtHVpU98n0r8gCTxz/vMl+PDXvgcfMXX/QMwyRDQ2cVUPX8x8mAthIjKWcXxy+P6YVoNqHJCOzV+7XDF0ueMm++3NSJjYAyh62Q461RHPaa01tyPDO/l666zullCOiU+ZIk6K1vuPHyuKwvyBuM0CaFMETSJpWfaDZnpqwJ1IPXbFTPr3HpoGzFsCWH9aZ4m0UDf7g68s+juSQIfxzATuMoEUFbX3ltY7bdeAvvyzqyQNZVWh0ET0FEfWtY1QtV63CsWFwAza5YTq0ZMnBN+Dklq4kGbseX7VhEOZwylVzOB1SpQ0DclqzbLKpfJbpyUrc3be3/c+9+2XIQkt5zrdgM7Zg5J0VITrZw943vzA4FE1xZBK/Sh388LjuSWxd3Lyz0lrFo65euEaT8kBmRxGFkXtkLqWdi/xUBZFwEhc9mzO7XmzM7ygYPxMBux/F1F9TyLiD4fQoL9xkue+D6V+O9dD/jyr/k/8Cu/+lv4jXc8Ca+JdluBOm0BEMkwdv6a3VCozuJuSbRyjhi3ZeRZwKmptJefZvYpQ7RanJUvQ4ws/U4j1Uur1e05WQDQ/ss5jBHOSqvD2mMIZ652S5G1qhI7vhgT6soiTmvJhRxB7SjLxG8tiZZK8bhpSqp/tMwF8uu2jfilHiX93RxAq/xttZsvO4QIpwO/7VY7J7+jFsKMKmm8ImnWCCpAh7HFCwYVSyvPw3uPIRzPPYw1MjOixQQcWIzBycgwdjuTigol3UkR4+Aaz3gQZ3LZ0ZBdrmf9T2MI/bCBIB8p2+oC1j7SYOhH1K2wgbdv2xbau9pJbqrtcn4RY4KHncXy5seUPtMJYnJ/kGj7QgoDIHHfOmiZtnec+AkPb8XPzF9LRJ8A4ElIn/+/ZeYfuuS571OJ/21vfxf+0T/5xfnflZKRtom6NNpuVeArpAOTEY2yfdGPMhuIZ2YCAHQXob3Sg08pQczTcw+TWbxLw5RABhgVNXOT9OyuR62VdOgjbCVSt6UIWNPsB4zjFIEpzjsDAu6reqm8m6v9MvKOKcMhs0jdpIJch4PrcifBi4nJ1vWsTEpZgGtV+aleELCQy84NNMcxaltmnfi3ySxMCa42qx66PeAu1MXCdjqJhlGZvLfm6xz35uikxCXv7eqe9JudxznxPGOlHfP/tfetwbZsV1nfmLNnd699c3ODhmcSjdHwVgF5RBAJGF9oGcsX74clFUFAQSgLH1XqD6vwRYkiWBFRwVREgdIICIaHpQaBXEIkQKCIiQUXLiQpQnJz91r9mHP4Y8zRPbt7dq91ztnn7rPuXV/Vvvecs9fqnt2r15hzjvGN7/MrO6JULnmNQaSU13SS7DthWF0VIrrm+27sg0j59MlxVFl0eu5xl7O6Y/E6UUz19tMU3xw6MYXAsLEHMScrXd30ih94kHP8iIH+tQBARJaIPoeZX3XsfTenXfoUIA2Gu9qhaftoIFJkPxy1Zjs0PQpjT/4Auy5vgahQLXxgpHdujFr08wFUhUVZFEBgXFUOV5WT1EamOppOZFU0P0mZPMJmGVeUuUCh+j5FYYAAWBK/3l3tJu9VqCY9IHPSfLU/R5pykO7d9Rvc9SI77ApNFeWbd+a1mq7vh5Wkc8LTTncsuQ7QsR+ARinlBDkW0qERVkle3dNJAfTQDWJsA1YCtLKhNNip2XmILmLWmsWxvA/Rx3Z5H8rKRetBWXQQRbexnfx7Sjs9pStWGTSqUTQsZPS8sclOdxgDAyd+ZlI3w8LUXIJ3OTCG5hjE4JC/dSHwIEGh0DHqRGWtQd/52NnsBjYUADznfW6W0QMAxHz056kEET2biP46EX0DEf2h2On7ZQDeCuH2H8VZrfgnSDiRXReblGaFtrJMaI9N0rGbPFdVuZQr9oFREhZFUgDZ4qbJzZ/MQ8A5HDq4SJMrajfpogWky5biqnwfdxpN28caglTr5owbDWhFRqIgNU3RyU7rCoNJepSyYCCbaqkrt1ztJ0VFEz2G9/sOhkWMS/sANE2lOvchBLQH0bo3lGfhyJiWjCepj0gKIMfgmTOc5K/JF5EIXT8Wt/UYudB42LfDDiMEHlhFbdsvArH+/bDvBnGw9D7Ndy7G0LCytkVeR0iNwk2iM1RflUOHd5s0w2oA1nSPSCvLc9S1PaxdF32THoEW5UaufLwUGoK1gwilOSd6UGvHD95vLgKYJbgfMnUELXj7fTek1baoslqHkYYxxiM3Hfgje+sBw7cBeBeA/w3giyBNWyWAlzPzG7feqDjLwF8UZlJ4855ROsKCNjL7wJrEI1eRlSPA2Bx1mL02t1qcUD6ZJRc5k1IoCrFnTH1803Mp6rKALYxQ5VoPSyFLxwTG4E+goeALxqI5TJHWDbxn7OOWWyeKphFNHyIJXJrbrKqpENqw0udobQktUK9r9diCgCCr0aurUoqv6l8cUTqLQ3KtxsR0HniQDp5jzhYqy2WhViePQl3X1rj7Ks1Ao7Vl7pzzCYgDT8xAlI46GWfgYQIIYdSMH72eEXczPuoXTamR03tp0c8WOWkxVBU2q500FHI8TwgBPtKgh96JWc49l//X4i+YUVZiLFSAUcVGM/UsUMJZCAzftkNj1fJwBO9FrsIWZrh2VQKVvgGAVnpHcgtsrQG84Uffhs/5opcuX3APuCEjlpvEi5j5dwIAEX0zgHcC+C3M/MSpBzjLwO+cxfV+6lg0BuoxmGWtFNWYpRGNmq0irq5MdPVSuryufRMbutq+hysyuWtMNw4hsFAK52mDeCw0UdeeGYEZZWEHSuqgLRmbTJVXbg2JSxYhn55Z+3ckxeCyABGDDwwyjKtdCe/Dat9BWmRN79PidVUhQd/RoiBZOjsEof11g4euSoTY4dk0vXRYF1Io15b8dDxpEHDOZLtIgTG/HG/FAGsjTz06QXEM0MSSrskxflyUGlZo56magaQUTgWRpCy6zqMuC7EEnV8AkibFTBplGLMxmdY0oQWTiV2zLpqj51b0kQmXa07bku6ohhRNWJ2IgVjfiP0La7sCTWldvzdv3W3sXNZvxFpx2vuAt/zC4/ie73wUf+xPH1VIPhkPYHF3uKnM7InobXcS9IEzDfy8QgifB+oc2s6jtqKdXmbSPCnEMcvB97JKX3bEynmkyNnG7et6I1c6hpyUgxwzUi570Z6vqg3pApbVeF0Wg/pmt+Dnj1hTIB0O5wOsMbCR9XK9oX+e7qa6uNvQHUSKoduzjXWJWROSFqDrWj6Tfj7RsKRz2lby0FVVTIJx03SRfcSrgmty8UIA6NoeVzGAeS80zLksdh13MU/GVJe6SYF5VUJb1DilqLpgvkRdpaHRKu1QTVYE6jRWOFnputLG5qpuwnSZu25ZS3BlMYieudIOTWbHJCLS8xz2XeTK20nzVBVTkU3TyjNZSz+B37RkFCnlHH9fz2WL9Ym1az0OoRt6JibfnygsOKqSiox010q/yX/8th/BSz7lQ1av+Y7x4AV+ldIBMJHTkQQ187OPHeCsAr+1ZpQryMQwXXlZE1YdpwAMud6m6fIfanLstpUtP4Pge6kl2ETTpo3yxFe1GF0bExaibHW5tH4cdijpQ8+i95M2IjVNnmeuQX9YbXqG9yIHXTrK3qO1sE/EqIvoLHbocLUTgS21LMzhape4VK1JXTPgkmCsVNQ56koYG2m/gyI1yJH7Efsa4oTIHDVo/NIHlyiugonAHAb9GMa6Jkwd6ZZFYeCcMLHmrCFrRRtedwdApCuWbtLJrAFyfq6c0mZdO/gQd2/xHml3a1XH1GGG+jmXLJDxibeE9wHG0zL483QM43kkSNvoTaEBP2XeGDOyl3JBvXBmmDS6PmSlzAfJjF58HeZGMdZaYcTxSF915XgfQxh7JIiwqGc8/svvwt//Wzm5+7sAP3gr/puQ0jmrwP+cR67Qe2E0iMwygaC+o7JK9bGFu75yQ+5RnYM4MDjmi7tOVg2uiCvcmYibpEbk708eWtkhOJtPe8Tk5iGyYnaVmQTeNQ2SyQPFUe+n9csVO/NUPCsJ+gAmqzOdYFLpZR3H4vllYRwh8CJnfYgTSm7SyhW8FhNZHONkwlr2LkU5gDGYTGiNLEykLrOT0AmR4/bPRFvDIkoMANI0NJcd1qFv6doAiXzzLN1CKoU9swpELHTbQtg8uZWqYt5QpZRTnexV/VPHp5RN1fjhwKjqIgbl5b1Jazld62HqqQWjscgWdaWDtohy0nn7SVeOwV40+6eUUufsRJNpH1U4tXGLDKamN/vlwma+Y9LzpRIN+ppcWg0A3vymX1r8213jAQv8N4FbC/xE9OUAvgyipPU9zPzXjr3HFUas+gIjMBb+o0DMGVvJd29xETV/7TlEJck8drVDEbeuQ8dnBlrgPcTUQ8ogWtOP3yvTKJqrdG3er/cQU066CppLAvsQFkJwqfZ+iHnxsZAYAz5nVr48PueHg3gQzM93lQsKlLhssRrJLANrGlSMIalN7Je9AoCkhXKuZ+mxisKg6QOqmDZoDl3W/wAYaxK+D5GZNF1p6mpfEZgXDUV1VU5sFKdBz6BrRNBsLeWU+hMDieXj4nXLxcJ+3w2aRTa6UuUw34ApP96VBl0bRNRu1pxmrRHDGTBMQauxbhmUp54Ci+9kpD7ra6qqXEzGyhoaV/TrdZqqdlLrCRs+vkC2fnY3eJAbuO4FtxL4iehTIY7yv4uZGyJ6v1Pe9+vvusYLQIvtfwprzZBD32+ke0IQI3XV+smhii5avmcYq6vRQrbkyUpwXqiVtEs0Ve/68fizB8gaEhZNnMSEp46o6z7Vbtcgl6M8AlidlPaHDoU10fKuR1VYMRbZkgZOluVqQOOckWveoLf1fYC1hLIoJqu6CZK4UUazknnQ1wYjYkLrR52YQovcUJaKaizxoJq6pRSa5sbT5jA9/yJgNj129YyqubKYSBksXeMHrroasyiMNQhBbSPXDciz/QSxViA7pDarrgmss17qnYO3PDm26v906vlMwNVDJa7f26K+cmA/la7IZfW6dltWue8Citqsvl/GzCirAn3Xr+7EGHI/i6iR5KyRlJt23bPsJlZZW3cJOtLFf464rRX/lwD4WmZuAICZ337Km7QQ55xFl+HY1wmTh4AlvVNfV43snCZV70xQWDOhZJaR2ieSzwWKelTk1JzoEkJhZB9wVbkhXoYQBu69QaTUhYCuWz5ghOjGZWJgNUZ6AmYPd2aBOKDvg2iw94xAHu1G8RtYMp00+HMQ1km2IB6piEQY0hYj1Y/GP0M0a+Q9YUhJkabW4ud1/V7Js9e11B7a1mcn6Dpq0Witw5V2nb8+exjSlaZ4JGTcqDCli+bkvTU/f9iLBDdo7KFwlUVlDXzP0ShIjrS1WtUzK+aOVFcPlWCmwZxEm8uGDd1KoFLKY9v0EjC1K3eY+SY3a1hspKvxnJwCSBzL1Bc3nXx1gm6aXuRVVjwDtNO4cDbKpcvzMqTStKbW9NKRvROF0Ovr5W6RTE7i3ckNAAAgAElEQVTC/S7xYPL47xm3Ffg/GMAnE9HfA3AA8NXM/PrcC4noFQBeAQBV/RwAEljKssg4Wy1XqrlVf7qNzswfAGSFmQa49LvRHET/p64dun78MhNJoZJIhdqiVj6wyh6qygL7GHgaXjYKMWIaKYyeA2UpRudNO37Zc17CRBhSOvuDuHa1TY+qWqlVROR2U/tDh9IZWWlWokmjcZoZkYIZ0DUePupCMCtPfUZZtARrgEPjQZkJ01qDsi5gaUn/TKHBmgCUQ88Fo6rE0HshD5RZCkutoBhqQXMcDh12UTxsYcAe8+zpGCc9FzQWTkXWuRwkjI81TuluTyUq5no7cvxRXbPaORhI2iz9/CY7pTgp9z4gtNKktsr91evpw1AzE3E/P7CclODQHLrYwCca/LkUrByWAUODQ1q6IABkwmragF2Ufe5anyUXSAObjxPAdNcmx8FC0vle8ADy+O8Z9y3wE9EPAPiAzK/+Zjzv+wB4CYCPg6jMvYgz30xmfiWAVwLAw488nwEMq/40amd5+1GfZn7QeQ5xv5/2AFTVks0yl0QgxBVjJYH7aucGq73x/Bi2v6lr13SMcQyH/M5DkV6f6uTXKtaVrPbAknoqrIH3YRY4adAxmuftFXMHJkVhCAY0cbpajDHWIbY06o0BitjrUNUWbc4FqjA47PtNiV2Vb9BPZdTWkeCz28XaRnL83I5BFxAmKm1mdwskOe9JimSleBviTmcx6QQMlF8biQQ2kYggxAAYT7G/brMyyBhePR1fExusQLLi3ZWlNMg1/eS669qhIy8yyMwrE9A8Tx+7jy1AgeAzO1NrDfbRd/mQKcYDQFmVWZZTCufMhC2VQ12PdZa+Z9S7Es0W9fhecVnxnw5mftna74joSwB8Vwz0P05EAcBzAbzj1OOnq36165tDmSnpqn/NVpFDQFFYFJayq4ws6zMuZl1hxoacGTTfqCmi9Nyls5OxTWQlToB+OWRSaFG5UeI4t+JJ51XpUSjQdv2MSjdzYOKpBISa2C8PPv4xhJCfQHjqllU6s8jG1QlLY59hfIzjnEo/T3oUiLA/9EL/je9PWTzOGRRFMaQ6NNfv+078eWM3ad+LBPN+3w6Wg3OzkRysNdlJRncM4/nyS8misKg0BWZ85rPMR6J6V6JtO0nHrQRCvU+HvdhK5ie75TZgHHsBn3FSGyQsZoVahRb0ixVDGSApvvsjFpXJ8PrewxayQ8wtIm4CT8fi7m2JtP0nAJ8GAET0wRCdiXfeyQG8D7LKY46CWPmtHYeAIuGO59gSgMgeq+FIDgvudcJcaVsv4mazl9T1NB3VdaPHKyB1hPl7Dk0/bIUVW+YnmlqiwECQleJafXMu/SBpI4dqxVdWr1EFsQChi+a42bskQLetz/qjqiKnYh8ZPuPv3aKwl0vDzYuyQL6g6X0YApHvJS0gnruM/b4dAstwDiK00dt4v29F42dX4uqqRNtK0bE5dEc9c3P03aoa00RaaF1DEV21DvsOprBwa5PtOOyBHRTCqEqaQ1qjkGvqhklmxPRm1vX22OtdOdk5hMAoZ8KFujfre78qIqeTUgixYJy5R3M6KCBpMzJmvXJ8L4hU7aM/Z4bbCvzfAuBFRPTTAP49gC/IpXnm+ID3fwSf+skfgo/40A/C+7/vs9F1EmCadqP7tvVwxajeOd8ZGJKgtascnBG5Y2WxpJgwM0xcmTZpGsEvAraZtVh6Lw+JBto1soCuxtdQ1w5XuzJSQTvsr9uY1xY5gNyKsHQ2q19+OHSgKCAGjN+dwhJ20Qg7nTA48GAhOFxnYu03XsNMFZOluDpPjTCk+Kupu4U6Z+cnE00Vi7nzr/jq40PS1RsCD4b183MYysgDkFB4D4cOIX63yWA1oM6Pl6KuZ93XMTdeZBRS5/TOw76DsWYanJPhl1UxmVQArObu1WIxRQjKx3fZ9yzopnHsqRfCPN62TT+5B85ZdMl3tGt7lDP1WyJMdkAiDe0Xxip1XWYXZ0r1vB8hmMLxn3PDrRR3mbkF8Ll3+r5Hnr3D3/malwMQOYFv/Jc/hO/+/p8aikHMnE2T+N6PSn/xIXax6BU8D6JmBPly7zsPV8gEoGJpbdsPfrA5aYA+etIOuQvO8/cPhz5OLBvyAlDuvqQXVNjNkEGIXZoLIgaP79vVDp55stvIrcDHMUVLwXi+XZWoe84xT2AzUGXy/szTsdUru5bDQVQYERiH/fKz6/uA3a5E36slH2V5+vM2foVOoMySQtkyV89Bi6tVJamEfd8tzdfnoOn7c9RWVaFMr2WN6aNBTR2s9BKHrt2V98ybsHIEAIVy/b0fvazXxjM2qPnsCjwdc3MQ3aD99ZTuXM5k8+udmzR+AWL6Q2aW9tmI7Gma6abW/jfF4yeiFwD4VkjdMwB4JTN//ew1BODrAXw6gGsAX8jMb7j3sy9xVp27iqbt8Q/+yffhxx79v6grJ0JP8ZMuy2IomgUWK8YuNuwwY1DO7Np+EvABeaYqJwVWLYLqjsD7gM57lHY97TJnEmU1g1i2233v8ZCuZlae0q7zUsOwBodDn2XdrY1j6LqNMs9bX3o9FzmLrvFZumgKTff0fUBZ2lX9Gr0f3vMkxSByxyo5LROZM1G1kxl9Fya6SLpC1war3JWEwIMxjKKOeXkt8Ep/wFL7KCehoLpC2myU6t1rEJIC8jpDp4qdxdnJhqZyHNJnsbFzjb0N1a5ECNIQNe8RmF+AZ6Bwdphc1j6n9Lr0Hpdlsc48oliPijLQaxTNru2jJ2/mXM2s65fzz2fb9KjqAlXt0Hf9QpZjcc7O32yx9+ZSOT2Ar2LmN0RD9J8gotcy888mr/mjAF4cfz4BwDfF/984zi7w//KvvAt/92tfg59/y68BUOmGMW2yVjRqDh1CXC7oxj73qM1LAIGnhTxDhKvKoe0jr3x2EO2qLGxCmWRRG6xjikQD8/XKF2YYd1Wgiiv1q+g3sPE9n0A8AGzCFJqlNwwNRu4h+tO2zei7W9fq6RsWxW4ODFc59F0La9b19QHh7AfP2NUlCmfBIaA59JNVmfrEtu14P+padjggDFLR7SEf9Id7oAVeFlnj4MOi9pPTPprf0qpSOYTk88nceF1N68q7OfTDJFtVhTC/Ngr1KjZYljY27U1/bwzBFgY28tgBoSnKDraQFBTWFwJtXAH3nd8ulgITsxVmsausd0rblS2s0nOVatn3fvguudIO79feDRCwv25Abin8xgGgmAp1pcWhWf8uNJEYwVjvVlZ4zygcoyhviMePm1nxM/PjAB6Pf36CiN4M4HkA0sD/cgDfGtPeP0pEzyGiD4zvvVGcVeB/zxMHfNXf+g94/FffPfxbCHy0SxcAykKYP0Vhh1VwFiv/Ls5UPARrijsB1ej3iYywFKV4KI4aIw9sulMYzFlWHuS6Fs9TQAKAiMVZkDHofOxOPLaK7z26GCRUfsFEm8q27RYceS3QzovJuosCM5q2QwhyzVU1ZWdYY1CWNinSjeJhzaGdrE7Tkefcw9LJpiwtiIWfrxNV23aLQEmxqUCD3Vpax3s/EaBrU9aXpvfmqauNHMNhL2JhOgF0bQ87o2IWhRH5aUTuerxHzUGcy+raDfUDHwJ872UyaP2kObCK9adDVAGtSjdw9DkwQvR3lvtBUeSsmOz4pDFKDF84AL33wyLFOTME8WNF7EAszeJmakKffrhXuxLXT44ew6LF79E2fjC+IUOLvP0gsBflsr0PCD5MJpj0esbLkz/cJI//xMLBc4no0eTvr4xU9AWI6IUAPhrAj81+9TwAqcjQY/HfntmB/+3veM8k6Cu25IbrupA0TTfyy+vKofU+u03OKidGSWYfDcmVNz9f6daxjtDFoLOmV6NQc5Y5qqpA8KOrVlWK3V4T+fuls3BVVHPsvKwycxS8GLD3B2H67DPm4QPGlojBeF6RBvfCGlQ7i8OhBXvgWTE9E+L92B9mEsdxpekqh65ZFlYBbOauhhSIMZGlI19oYwi7nQS0EBi994MT22YKBJI7ttaOEhgxjVZFee3cF33reAAG2eWiMOg9A6TpRR6eh2zncZ0oTx4JMFrEFf+A0dxljsJZFM4OE+r+vQeACFfPqqLMhV/dpVlrcdi3MPX2osJamSC0MJydJGZZkol3cjRx2R/GScEYklQoM9qmm06cThrETpmQRJfohkIbA3Sk0z3incx81ASAiJ4F4DsBfAUzv2f+6/wIbh5nFfjXcpS8suetNQjEW6dfhEPCOJkrT+YKVbJKOV4UbFqPuiS4woKIYIhWDVf0uHMU1kh38MaEoRr2RWGwqxx65mFFqrLRISn6SYfrdoNYXRfDDqCJBeJcLUN504U1CJAaypYg1nDPY3qr7zr4fvosr6XcdKcCAOCAohyN00PgxY6FSLblqhvD0d82l/LR8YTAg7DfXDwsxbHAD4yd3PpsaXfpGlLGTL2TdNfWsfW1XedX1TMBTCeZmHokEtmIVW8HiKSyGtmLhMJSUG187SiNEfy6YNrafTvsWxTlaNV5LJg7Z7GP7mRrTYbAuOva7arN490Rbij0EpGDBP1XMXNON/oxAC9I/v58AL9yM2ef4qzM1tfQRnZBiirSLdPnLo2zwnlmoT8my5K+DxNe+5yNogXLHESzRVg4Jpqjc+DBZGSOnAqhcrhT7JX5MoN2CnPs0NVu3Ot9OwaUtOO3WxqPA5AaxGwSyj7rMXfedz4K0TGMMdg0m5/d88K5RR9ALscuForJ5EdLymiKunYorEFZSe3k+skW+8iFb1upEdR1MZiTXz0khXXx0w1HA8/muXcuUf5k9L2Pna52QUccrnEeKDeS9ccKv1uDlslN8ugMPtI/MMvDr1y0agMplFE1T8EUzqwWiOsrB2MMqkom3+rKbUYjHUsb02g5aDFdai3rx7pTEB//OXoMWeX9KwBvZuavW3nZawB8fjRPfwmAd9+P/D5wZoF/LaXjfYg5eERJ5A3XqgRt20sOtHST4p220WuD2DHUVTHkx5WNolz8LnrUFs4uJoxD008nmapYDUCFzXC+43mZJQ+e2yUQMETWEDBMRClEeTO/IgYgASS5Ru9FBlpfx7rKzmAuGCb3ooBLJrL0NalB/Rzzhi+FFuS7TtJjtlg+J5KaEybXPk4MAKLmDGF3VR3l6M8VM50zQzOZjreqimG1fTgIO2zJRXdRVXSEUhHn2O2caOvM1giHppvcw9wFp41XBGHIKM1yjsKZhU+AUDynYy+rIruKF7vH6XhcsVwQVHWB+iF5jtq2n9Q66p2DdcuQVM0K09kmsihfoiyhG23lupkGrk8C8HkAPo2I3hh/Pp2IvpiIvji+5nsBvBXAWwD8SwB/6SYvI8VZpXo4MMqyiJ24omiprAkisVK0hlbplmufjzI9fAjo+tHkwa147KoRd9NKcO/7vCF62iWsQXke2NRtSe0b15Dm3ScmKxHeY+GYpSmeybVGDnaq3+8Km00bDMXSGKj8yvapaXrpA8jIK+RsIJXVVJbSZaqXpp29q9aZRODMV9q5MTAox1z9b9cgOyixUqTCDBIHu2iC3jZLS0ZKlNzqncvm2OeTQ98L+6WKTVx1XOHmgqc4uI0CbVXcQeb6FlQpNVvETD6zYezpsxiDbEp1LQo7lZ9OjjW/vrXFieb7h8lmFsPrq0iLTvo10nSnBnRrzUR+IVf8l/fK8NTjt0nHdcMr/nsFM/8vHBlVZPN86b2f7TjOKvADsc08+XsVq/zX1y1cabHf0OvYag5WNostjWw9qwJdnz+WBM1+9NhdeTDnRVI9D4C4UpcAUJVWVlsrw3PODuJfVbneRzDvFF6Druap90CY5WF55Mz7SKPMGoXMul27zouWTVJHcIVd1VbXMTgnO7acMF4ObdJDoOOcjy+Ebe9la8VUZ2zms/DRX0EnQKmfVAB45KlTpHpuBL+1XWnT9BDf2vVUhdAW3SC3LLr7G8/zSv683rkJOSC+evIa9dpVfnzw+Zx5apyjY9tCG/n9h+uxkF9frWv1zycW3ZHUV2PNY74T0ddpwxlh+XmsW7XfIRj3qbx6uzi7wD9H03rUldC5DNGmMuSxz29/6GJ3p4cphJpYlcKYCcpf7jyaQw/nDEIAdtFrN0cRlTSS7Axy5xo6TZnx0K5EqUYsHACWHU2rNDlGLNKta/fwbFewJWmsZieIsrp1Qk3tuzBJXajrU5pKys114jEwKn/aYplCmow3BPSeEfqA6kTetfcBVezkHdIOsw92WPWvFSaLaadxLlhLgVQZJyW6toPvglAmNwq987leagsiJeD7gK7t0Xd+0NhXuQtVpAwhwBZmc2WtmNhURlR1AeIlnTG36OkiSwyxWW13ZYfFSN+NrDeGpgOPT8zMUuwtCiN6O1dTW8k5couj5hAN4K/Eizmd/IwVhVjt7/B9QMeZHdHRkZ4GwsmsnrPC2Qf+0gmDpipHVUv1Jl3ICBxhZhCJlEMIAewDfAccuvwD23US4DRFUNfCURZaoR8iY04qwcaHlxnwXQ8yBk8eaeaS8Y3a77vIXJkXnjWFs3qlLA+zdLXKSnRd/nfkgq+lcuYIQY5Zxb4HOYYU201kcITA8JE7visLcHQVk45e6axWuqKaeCQDGoKFoXWLwxBCdtW/1rm7UVuNk6SNe36CLeJiIJPq0WesqgoYS/A9Txq9uvgx53ZCxtBg0OOcPeoLDEwnLVcYGOR3aLnNrrKfgHGnk77QRTpw1/XwfRgK4snZsQyxcsDraLyiNOg1rO3COTA8i/m8mrsEL2Y2KvtsCzPUl+YpwpvUa6MzFGE7hrMO/LJll2CYFv320VVI8qlhyGV3mS0jWBgPhTUIiX59VRUIIWxSIG2SN01z9kMOft9NHmxR0hQTcE0fDFTLNb3+iMKZifG3Bnw1A2njqkq56eMXWYqf2uiju5ZDlC0GJK0BXqp3ptAGHW1wmn9hlX5JIJChyLmP0s9tn5VaIJbuzcOhHSaVvP9snBDU2jCuPLdWxKpQma761yiHTSP8+7WuUO2sLQoj6YdkjtZnRyblNlItp768p6IsC3gvVM0n3xvN3KsCJlJ8fVjq52saxBihAq/dk/TaiMSkXBhNPBVMSyKmiiA6V6CqCNdPNiddhystitKCWZqulKPPQTq507GkE5u+Ts1dyqoADEansPl5nIWP5Ikq7Ye4SVxSPQ8eXGEnGjYTcBQAc6NsgX55+168Y3WyaJp+sTU2RGg68dYdNNhP6Ob0nieTR9v0IEjuex4MimL0z83p9U9ea+0k8Cs0L16WVrTumx4cGFdxByJdrn02oJbOYt/7QThu6GregK7+ZbKNK7FojZjm6JVe2XceHHIlWQnoGsSZGaUzaDPXmK6siRiVcyDHMCSTnEoMzDnzzDykqbYokcxjEMn9UtIuPbrgF015XdJZW8bO6rUV7lqRcl43cA7DSnySJmSxciysHdyvDvsOzpmj0hld54cJdJ5vb5sONjPxpQXgLRpoCiIMY6l3Yuo+D8Ya4Pf7Fs4V0b/AT15n1TqRAY6dzVuFdJ0Q610Uj7ux6u7JrJ2zwtkG/joWA499vNrsVNcOgaXTVdUnt3Lgc7aB7iCGbllgUzdEU1DWEhwV2XNJU8qUD72WTjl6nY1HWQKhZxR227JwOGZyjdorcCyds4tMk6tduao15JwFe2ki2sq1V1UxKDKqZy5WUmtAlL8g+dyurkYpgOF4sV9iqMU04uLFGfP6OdaKspMmJpPX2leYuOKuqiLfYJU5hap/dom1Yi7vre9PJxowYAuRO6DKYPesajiNpq7kULF7uPPDKn+O+cQnBWIeuraVrpljGKUoE6G8nGG8Hkt+L3WefdYJbty9NF2PunILvZ+1Y1e1w3vefb35ujvB09GI5VYCPxF9O4APiX99DoDfYOaPOuF9AEZrxPSxOhYYD3vxjIWPpu0n5Psn0B1E5LPvDx3azi9SQXWlqZd+SDGViRja/JgpQlhf3WzJUqhLlvcBD+1cpJmup6gU85WpWjrm8uCusEMKiQAUGytAa0YXM+XVz7t1c1voXLFSXsuDRPY+fvFz9Zp5GmS3c0OfwbFVG/Myz+8KA57NFmur+VQELaXurtFTq9qt2hCeYE0hx4/0SFdYMGgxEaZwMZ1XxWa7ZdfzeOVqXNPNJuFjgX+eStuaaPV+VXWBrpuOu86k5IbObxrpv1lV1ejHckyN9o5wWfHfDJj5M/TPRPSPASwFeDJwSdpm8bFufc4sq/WujfxlAA4beupY/6zbtIAcedeAFnfzu4i2XUoglGWRZebkeParl8fjRDPaGVp4z+AwdvLmUFXrsrtNtIBs2n5IkyBKQOg41pgtc8rfGq++LPN+BMwcGSQhXjcvzUCwNNTJIUTTGLHVNPDJCnaOw6EbfIrjQEQXZnbepu1xlVnN5z6flLJ6OHTDRFfXDr332dQdgEVz1xwquqb6PqYq5DPbUOB0MWiPheYSSHLnGielAJ2frNZSVXpN84XGGgtIfXWBFcJFrm+SElnt+JmkryGKnbshXw+4a/CF1XPjiG3Mfw7RhvEUdG13R1svIk0Lxe0lAU/u5Uu+5W97bNW1j4qMjNjUcoTtMj+azdguKiRgSFpDvxeL8cRVvtAO+/SfAcj7tHs4d412rj89H0Mjbfht08tKmKfBTZu2Urqmcwac+ZKEEGCsOGEN57cWbYaGpymfrhORO0J+gm5bvyh4p9BGOTVe31+L0fkucr+X9QDJn/t97A9Y06khgGcBUNhd+c//cOikm7wWBtipzKg1jSdRHh0/c1eNHdscOM8EyvWTzNhoXSsU00Z3SLlxbUg4+Fg3S+Fjqm9+vamR0XyXd8xrt4lWkV3bieUiAVVdgvm47MZd4+kX929dsuGTAfwaM//C2guI6BVE9CgRPXrYP4Fq1SN2uRqpygL1XPNFvT99iGbshXjfznAs8DtnhaKIURp6t3NZ+iYwNoidevzDoR/NPzhRlOCpRMRcVG4hkZDx8D12/rp20sxmDQzRUBOZY37frLHZnoW29XDl1Dpwi1orQUDMW7aCZFHkuf8qvjYWhOUz18K796JZM9c/0nSaOSLV0bbdxJpzLZetUHNxZoCskdX2kVTE3Bu6rt0QFNPPvJh1h+fGokyyHERmpI8Kov3q8wuMTV/za2PGar/G3F+33q2nMV1pJ4uDLGLwD0HkI8pKjGO2Gt3uFcR89OfccN9W/ET0AxCbsTn+JjP/5/jnzwLw6q3jRE3rVwLAw488n/ex8Whz5RRXwzl7vPnXQimHRdQ4V+QCmGIeWNJCXuFMVlIhRVWua/LMx6YuRRx4UJ7sO79Kvcw2xMTgrytD0fefXp/0Fgj3Xsd9tSux79ph0grzJq4kyBzr6pwwbKr8Z1cURgrDLLuEQmV4VzuVl0GujrWONBDN01LeB/i9eDOkr1eTkTJjJTl9P6PaOXRdu7oyV5onM4auVzEmaSfXquNZM5lP5Y9z8WVe+xlctJLx13V+9+KclSa73qOKOxzr4q4oiDHPHKlMhDES2Lc/9/S9JnsNarSzxkwam93Esa3vRM+fOcBkNKxuHGcY2I/hvgV+Zn7Z1u+JqADwpwD8njs9dtP0UYwtk8aYpEBO6+g7ND2smR5PhM+mRiNq2zgP6Cl1rO/CkH6oqwIU+wOato8aNcXJ0gp6rWpEcUqaYC2nr01VTdQZGhrPIpWw78Kgja5IC5n7QxdFyUZpBV21O2ePNsep1PNh3y5WpdqL0PdJDjqmT4gQ0zOZ/Pws7lcrxVRRj6TFLkd1dFRsrYnPwVElTBqpvNaayevrnRtktTVAlqWN5xo/w7k+f70rB7vQw75DYNmVcNjgpq/snOb5/vn8WBRW0mTat0IE1VPTfg1jCHWk66a1oLRo6srjEg6p5WZR5Os6XVRP7ft+ocsvQX76uYsxvAfHOocYvCC6gt2w8zlDHHKfZrjNHP/LAPwcMz92N28WWeBxJav6WWk+/46OFxg+5pe9F0aDma1ofe/RZB6snLwykNju0dhp2zQ9CIm7VDSYQNS+mbgJsayUr/ctAgdQYfPsoIitYi4Q86NVgUPTSg8Dr+9KtLFsqscjfQ27uOPRiSFl8WwhMINpnFC0jyKXH9fUhK6YrTWTz0Z+N94H6ZnIr4pDYJmwVoKUXpe1Bp4DHroqh3vPLI1/c+ruft+hsDJZaZdu8PnCojHj5LDGNhl9Bxg29ndU5fbnSSY/0XNkTDln0bX9MDlYS3BlMfaaCP0lHmw6j0qPQOKcFa95MAeqNzx5EzRNL/7KmeayunYw1gyy2MbYoxNJvXPDRFAU0idyaKTIXRQGu6vog3xD+X4Cg04gEpwbbjPwfyaOpHlOQRPz9NdPtkcdr4BTcuvCaLG1lcarDZng4T2zVMrypMD+Wo7LXtaKZWHQ9tMiY565I5x5Doz9vkXhRMMcMSD1s47MHIrCiDmMEf0fDogyxdtfjrUs9D42cVE857EvK5EEv9AHkAfY8mZBtCxtbHwb4X0Q6mKUjui6fkhrHZvwgGXOXKEpF5WGkA7upRRDUZihpqBWh/sn2kF4bQ1lVUzYLV03FZmbIDKofAioSumTSKUf5jueqlpfcQ9CfHHXWkdj+EXAj9iqOKTm8n20/LyTnHrvA2ykklpjwMDgWTBcS12sFoPH6y0myqaTz5TkPL2XInN9dVrD2Um4pHpuDsz8hffyfpVgNkY484CsplbTAsN5MXa3ZF8gAdWSQdt5FI42+ciKVZZMTD0p1fNqVyIwo+v60wwcDMH3XnoGNE3Qqe8vYVcXAImnL7Pq4mg6Sb2Au7G4x1OZCIqMpPTZ3lLVBOJKjQiHuMJWpVFtFgoBQ0ev3u/gg1CqSFREtzxs14I0MKYinLNoorzvsaAPLL+7Sr9tmn6YgGTC8XDFkrOes07cPcvBdwG1mzY7Ta+F0Capp74P2EWRuXRwVVXAmFEeWousem2S8ion8gVbReWyFMmRru1hVFoxkV4AABFlSURBVMIjE/AVx3jv1gpBXne3hZOFhCExgk93qXJADCKEh30Ha9eVRqWG0Q/3JyetYYx8F9KV/NpOW6mfN4JLquf2YQzFRiU/NciuHDpIcU5TDoPaZGA0K92K+pCKXSENEgdN04EKYa2IajsPRuVh5XiTnQTLtrqKjIf0IWRw3FU4eH/84ayTlfGip4wT+0GS/5gTVuDMPJhWMGS1ZWZ6P/vOgzDVyeHAk9b6uhZW06m6NKUrcOjFrCaEkC0YI55zLQwZQ5GlJGkWQ2bwYk3TZCK8xkJHZZF00JQbI3+PZMLxg9zAsS5VcOwMZ4+ikEVH4FFNMteIBMx3nVE7v/fw6X2Ys3d5vM/CV/dDflsnAFUqbVvp0K3qAsYJU6a+KkEQ0bSj15VA0jwirbG/boW6ue+SfP32saqqgLUEa+3END5FMfud6vp3yfeszNQT2saPCrfzcdc3t+I/R9bOMZxV4A8x3ZGirp0UcXm6AkqDrU4YurotLKGqoh6+D9kVo7UGbdehdA5tN+qNMEYhNp0IDk2HJtrPucKiMAY+hEUqo0gYKur7u7kymT1wamCSfQ8DVWWjfv72CniSHgLQxgmgLEUHpmk6PHRVis5Ps9RaAdSYXIqvq6mL+euTlfV+HwZp6l00NRlWt7P3lqWFtTIFN81YAN7VUqy2dvs+iiuWl8L8xqQ4TDixaJjrYE7Byeq294zeS02kvirhoyplLmZon4buPHP3d6tBrYnMNufWJ3lbGBBkJzgv9O6iq9ZE3yi56XX8rgQ/5cYbk/RinNgYK4J9DJd3oIyvyV9jvZPvdsr7TxHCMjUkdSO6K5G8VVwC/4MFzQho0FljloQwUhSVu72mMyOvKYb00TzYEjAp4jEgjmAkjTe+81l9cEC2tP1+/EJzNPpuV1Zgue7Wte9bmufeakwjk5cdIAgrQsTeis32//R+cGC4yk1TF7nXJ0biaVpBi7fqMxCY0bTd0FgE6K7GL46ZBvG1lR8wMopCCJsT4+TeEsk4NhqKcqkdBrA/tLAGIBjpstUjkzDAJO3XrkpJKENlDZoKuboqgRXBzJRBk15XunPQSRdEOFy3g/zx2vUqZx4YjVC2dpcpxfew71BflVmXr3VDdj024eqhcnhd34dx10KROltYeL9cbN07+GkZ+G+7geueULrpbD9vkpqjrgsx3gYNHOocjJnquDNztskLkC+V9wxnRWWwLE/fYjYx/7oGa+3imVsze59IRA96+Eu4laYnY9TU22/mjuu55+qR3HBdu8HdSpErsHNkGAUfEKLU7n7fnvRF1lb+NVRR0kAmRpo0X6VY9kDIjk71bVKsec8CapkoC4jm0A9y04e9XFMI0tOw+hllGxSjvHaSPlpb6Mxz5Gv+vDrp+j7AWKF3bqYJZ/cneN78Hi1zk1g8L8bQKjtIvYFdYXD9ZCvexnupV1lromZXh+DFJe2Yd8FdgQF4Pv5zZjjbwL/LaINsQZgg0Qi9Xe9QLMtioTHSNP3CSHp+7LYVbjaDx47bGXIrbWURLRCbiXIIUSp48vJZUlipm3PkitA6Yekkut/n32sMAFo2fzWt6NnPofz+eVfnfr/2ejM0PdWZYKvYZVaabdut5nVTCqxIKOQ/S85kV9rWg4gW9zs3ObqobqqBLNdMR4S4O+QoP7DMgeSOrZ9RGiRzTXyaHplfV+5+y3EJxooBjDFmddLPddy2G9+j3G5AmUYpyqpYLG4KN72PucWF9wGqmeKcxREFknvC07Fz9ywDv3NmVTdEcoLTB6V0FmCerOJzDyGwXO0rxJB9GYycMxNJBW0Cmo9BdxvZMXteBNqt/L9wo8fXE+Vb5lWrZwulMyjdMqWU24m4lY5W70UMbQ5rzDqTYzaREjGKpHNTTV+yyHL1kc2D5cTocp89RSmAHA77bjGZz7uGhSBgFjvQ+XnmFEzVnpmMZXb+sizgMmk/1ddRqP5TTi48rGSOnBv7Gw6HDq5ydyRNo4XwU+FDmHz2y2Y+t3CEy+2sRExuHPed7LTvGMzHf84MZxn4rbWrFL6u88svqTXZnDeH6Va1LO2qoiDztEM3Hct856E898kYNrp1tfCYnuwYvS6EIFK7EFbTWnFV9YgGJIctywLG2rx/76y4qJ2tWWTGWlXbshQ0u96qnE503vNQvEuR1bmPULmCFIbyDW/z9JAU+1cHuwzis2KoHnP6vqWsRa4u0Pc+qmXGt83es+W/mwZOl5nAFSpWlyKneipuVuUk+B/L5c+x9fqu9aPJCqZBvYryGfP3ajF7OH5sIEwfUXXhunEwZFV37OfMcHaB/5TO3PQLXG28fp7yMcZkV/uK/ezLvzWWw2EqjnZU7TNJ+awVYFO0yRdoU6sfcfUcj60TTF0XMGad73yIJib6Wu+3aXtNN97LuioGjv0ahi88s7w+M452kDxIJq4j3zGVgQa2P3tAd3Hy2qPy7UTo/LgL0fy6ssrWJsXJzpTyq1fpQg+T4K/HDrxsJkuPp4E/l4rJviFizYYSiGmzO1jFLybcI59Rkxxfi7Q6nnWxN3m2nLMA5T2Lm/sS/E9Y7Z+w4ieiFxDRDxPRm4noZ4jor2ReQ0T0T4noLUT0U0T0MTd8MQPOitVjiI4aqACj5aLZEPhKX1vXDhzC6mo/hfch8tqxKgms0FRL78OqNEIK1e0fmSzb6Lp+6DrdHjODaOxCHvT1jxXDaExZzU05FufoA652Dsz2qJ48MMoVu2K79V8/H2uln2B/vX1f0nuhHsNb6Hs/NKQdi/2+ZxSFUCW9DwOldQtDBy22+ytGfRzRlM+JzeUg9RA3eO9uQaivBOeK1QZHPab34oNwbNyK8XtxgkR5AEA0NJmdtKOIH6Pd8BUGNPgXN6vWeTOpnB7AVzHzG4joYQA/QUSvZeafTV7zRwG8OP58AoBviv+/cZxV4AekqLvF3AGivk0MLM9+uD56zDaqXT50VZ00hut9C8AIne4Iuj4gdB4PP6s6yRWoaXv43p80bgB475MNCmtOen3Xeez3LarKoSyL1SK0QpqTGK6wKB8+/qgc9i0MEa52x+8jM+P6yQbWEB4+YezeB/g+4OFnH38tBx6klU95fdd6NG1/2rGZ0TU9+sDY7QqU1fH37J9o4Up70vHbpsehEbMXV7qjK+/2IE1O9a5EvTs+9v11CxDw0LOOf0Zt06PvPR5+5MiBI67fe4AxxUmvlx6BNtYvilUmk6I5iJ9C4SwePlK3Cj7AFzfUbssAjuy+TzoM8+MAHo9/foKI3gzgeQDSwP9yAN/Kslr5USJ6DhF9YHzvjeKsAv973v3Ye//Ld3zFz9/2OO4SzwXwztsexF3gXMcNnO/Yz3XcwIM19t9674fgPN1riecS0aPJ318ZJeUXIKIXAvhoAD82+9XzAPxS8vfH4r89swM/gJ9n5o+97UHcDYjo0XMc+7mOGzjfsZ/ruIHzHvsqTkv1vPOU6yaiZwH4TgBfwczvmf86d/ZTTn6nOLfAf8EFF1zw1EFZPTcAInKQoP8qZv6uzEseA/CC5O/PB/ArN3LyGc6O1XPBBRdc8JTiZlg9BOBfAXgzM3/dysteA+DzI7vnJQDefT/y+8D5rfizObMzwbmO/VzHDZzv2M913MB5jz0Dxkm67MfxSQA+D8CbiOiN8d/+BoDfAgDM/C8AfC+ATwfwFgDXAP78TZw4BzpGd7vgggsueKbiEfd+/InP/bNHX/d9v/qNP3FOtY1zW/FfcMEFFzy1eBouji+B/4ILLrhgC0/DwH8WxV0i+iNE9POxlflrbns8p+KUNu0HGURkiegniei7b3ssd4LY+PIdRPRz8d7/3tse06kgoq+Mz8pPE9Griei0Tr5bABF9CxG9nYh+Ovm330REryWiX4j/f5/bHOO94wSdnotWz82DiCyAfw5pZ/5wAJ9FRB9+u6M6Gdqm/WEAXgLgS89o7ADwVwC8+bYHcRf4egDfx8wfCuB340yugYieB+AvA/hYZv5IABbAZ97uqDbxbwD8kdm/fQ2AH2TmFwP4wfj38wUDzOHoz7nhgQ/8AD4ewFuY+a3M3AL495DW5gcezPw4M78h/vkJSAB63u2O6jQQ0fMB/DEA33zbY7kTENGzAfx+CHUOzNwy82/c7qjuCAWAHREVAK5wn3jcNwFm/h8Afn32zy8H8G/jn/8tgD/5lA7qfsCH4z9nhnMI/GttzGeFjTbtBxX/BMBfA3BuT/WLALwDwL+OaapvJqKHbntQp4CZfxnAPwLwi5A2/Xcz83+73VHdMd5fuefx/+93y+O5N3Ckcx77OTOcQ+B/ytqY7xeOtGk/cCCiPw7g7cz8E7c9lrtAAeBjAHwTM380gCdxJumGmA9/OYDfBuCDADxERJ97u6O64GLEcjt4ytqY7wdOaNN+EPFJAP4EEf0/SGrt04jo393ukE7GYwAeY2bdWX0HZCI4B7wMwNuY+R3M3AH4LgCfeMtjulP8GhF9IADE/7/9lsdzz+AQjv6cG84h8L8ewIuJ6LcRUQkpdr3mlsd0Ek5s037gwMx/nZmfz8wvhNzvH2Lms1h5MvOvAvglIvqQ+E9/AFPp2wcZvwjgJUR0FZ+dP4AzKUwneA2AL4h//gIA//kWx3IDuBkjlgcNDzyPn5l7IvoyAN8PYTl8CzP/zC0P61Rk27SZ+XtvcUzPBHw5gFfFhcJbcR9b328SzPxjRPQdAN4AYYT9JB5gCQQiejWAl0IkiR8D8LcBfC2A/0BEfwEykR1ve32QwQCOuM+dIy6SDRdccMEFK3i2+c38kuIPH33da7tXXyQbLrjgggueFuCTjVjOCpfAf8EFF1ywAT7DztxjuKR6LrjgggtWQETfB7GTPIZ3MvO8i/mBxSXwX3DBBRc8w3AOdM4LLrjgggtuEJfAf8EFF1zwDMMl8F9wIyAiT0RvjJLC/4eI/ioRmfi7jyWif7rx3hcS0Wc/daNdnHuf9Fmc+r7PiDLhZyVZfcEFwCXwX3Bz2DPzRzHzRwD4gxDv0L8NAMz8KDP/5Y33vhDArQT+iP/LzB91J29g5m8H8EX3aTwXXHBfcQn8F9w4mPntAF4B4MtI8FJdGRPRp8SdwRujeubDkG7PT47/9pVxFf4/iegN8ecT43tfSkT/PTFZeVWUNgARfRwR/Ujcbfw4ET0cjWT+IRG9noh+ioj+4rGxx3P/XFT1/Ol4jpcR0euiucjH3787d8EFTw0uPP4L7guY+a0x1TOX5f1qAF/KzK+LqqUHiHrmVzPzHwcAIroC8AeZ+UBELwbwagDaFfnRAD4CItT3OgCfREQ/DuDbAXwGM78+avLvAfwFiLTxxxFRBeB1RPTfmPltR4b/OyBSA6+AaEV9NoDfB+BPAPgbeDpozF/wjMYl8F9wP5GT1H4dgK8jolcB+C5mfiwu2lM4AN9ARB8FwAP44OR3P87MjwFAzMu/EMC7ATzOzK8HAJW+JqI/BOB3EdGfie99BMCLARwL/G9j5jfFY/wMxFGKiehN8XwXXHDWuAT+C+4LiOhFkKD9dgAfpv/OzF9LRN8DqQH8KBG9LPP2rwTwaxDbRAPZFSia5M8e8gwT8h4NBODLmfn773D46TlC8veAy3fmgqcBLjn+C24cRPS+AP4FgG/gWYcgEf12Zn4TM/99AI8C+FAATwB4OHnZI5AVfICom9ojp/w5AB9ERB8Xz/FwtC78fgBfEj0RQEQffC5uXBdccD9xWb1ccFPYxdSLg0gKfxuAnAfBVxDRp0JW6z8L4L9CVtI9Ef0fiIH3NwL4TiL6swB+GOKitQpmbonoMwD8MyLaQfL7L4P4Bb8QwBtiEfgduOTnL7jgItlwwTMb0Qv5u5n5I+/ivS9FUpS+4IJzwSXVc8EzHR7AI3fTwAXZmbzrvozqggvuIy4r/gsuuOCCZxguK/4LLrjggmcYLoH/ggsuuOAZhkvgv+CCCy54huES+C+44IILnmH4/1U66LpLAPIdAAAAAElFTkSuQmCC\n", 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" ] @@ -656,7 +655,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 12, "metadata": { "scrolled": false }, @@ -665,14 +664,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/api/invdir\n", + "Working directory is: /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir\n", "clearing the dirname\n", "computed DOI : -7.67\n", "Using a quadrilateral mesh.\n", "quad\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", - "Mesh plotted in 0.20970 seconds\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", + "Mesh plotted in 0.32181 seconds\n", "88 elements selected\n", "88 elements selected\n", "Writing .in file...\n", @@ -686,7 +685,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> F o r w a r d S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -704,7 +703,7 @@ "Writing .in file and protocol.dat ...\n", "Setting a homogeneous background model as the survey to be inverted is from a forward model already.\n", "written mesh.dat file to \n", - "/media/jkl/data/phd/tmp/pyr2/src/api/invdir/mesh.dat\n", + "/media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/mesh.dat\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", @@ -713,7 +712,7 @@ "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v3.3 <<\n", "\n", - " >> D a t e : 25 - 03 - 2019\n", + " >> D a t e : 22 - 04 - 2019\n", " >> My beautiful survey\n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", @@ -749,11 +748,10 @@ "\n", "\n", " End of data: Terminating\n", - "no sensitivity\n", - "reading /media/jkl/data/phd/tmp/pyr2/src/api/invdir/f001_res.vtk\n", + "reading /media/jkl/data/phd/tmp/pyr2/src/resipy/invdir/f001_res.vtk ...done\n", "no sensitivities in mesh object to plot\n", - "Mesh plotted in 0.17407 seconds\n", - "Mesh plotted in 0.16767 seconds\n" + "Mesh plotted in 0.29881 seconds\n", + "Mesh plotted in 0.20524 seconds\n" ] }, {