diff --git a/examples/palettes.ipynb b/examples/palettes.ipynb
index 36628d63..892ac26d 100644
--- a/examples/palettes.ipynb
+++ b/examples/palettes.ipynb
@@ -4678,7 +4678,7 @@
},
{
"cell_type": "code",
- "execution_count": 70,
+ "execution_count": 24,
"metadata": {
"collapsed": false
},
@@ -4689,45 +4689,13 @@
"generate_palette_and_show (generic function with 2 methods)"
]
},
- "execution_count": 70,
+ "execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using Plots\n",
- "function adjust_lch(color, l, c)\n",
- " lch = LCHab(color)\n",
- " convert(RGB, LCHab(l, c, lch.h))\n",
- "end\n",
- "\n",
- "function lightness_from_background(bgcolor)\n",
- " bglight = LCHab(bgcolor).l\n",
- " 0.45bglight + 55.0 * (bglight < 50.0)\n",
- "end\n",
- "\n",
- "function gradient_from_list(cs)\n",
- " zvalues = Plots.get_zvalues(length(cs))\n",
- " indices = sortperm(zvalues)\n",
- " sorted_colors = map(RGB, cs[indices])\n",
- " sorted_zvalues = zvalues[indices]\n",
- " ColorGradient(sorted_colors, sorted_zvalues)\n",
- "end\n",
- "\n",
- "function generate_palette(bgcolor = colorant\"white\";\n",
- " color_bases = [colorant\"steelblue\", colorant\"indianred\"],\n",
- " lightness = lightness_from_background(bgcolor),\n",
- " n = 20)\n",
- " seed_colors = map(c -> adjust_lch(c,lightness,50), vcat(bgcolor, color_bases))\n",
- " colors = distinguishable_colors(20,\n",
- " seed_colors,\n",
- " lchoices=Float64[lightness],\n",
- " cchoices=Float64[50],\n",
- " hchoices=linspace(0, 340, 20)\n",
- " )[2:end]\n",
- " gradient_from_list(colors)\n",
- "end\n",
- "\n",
"function show_gradient(grad)\n",
" display(RGB[getColorZ(grad,z) for z in linspace(0,1,1000)])\n",
"end\n",
@@ -4736,20 +4704,3064 @@
" display(RGB[getColorZ(grad,z) for z in Plots.get_zvalues(20)])\n",
"end\n",
"\n",
- "function generate_palette_and_show(bgcolor, n=9)\n",
- " grad = generate_palette(bgcolor, n=9)\n",
- "# show_gradient(grad)\n",
+ "function generate_palette_and_show(bgcolor; kw...)\n",
+ " grad = Plots.generate_colorgradient(bgcolor; kw...)\n",
+ " show_gradient(grad)\n",
" show_palette(grad)\n",
"end"
]
},
{
"cell_type": "code",
- "execution_count": 71,
+ "execution_count": 25,
"metadata": {
"collapsed": false
},
"outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ ""
+ ],
+ "text/plain": [
+ "1000-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
+ " RGB{Float64}(0.0,0.605603,0.97868) \n",
+ " RGB{Float64}(0.0,0.605939,0.978333) \n",
+ " RGB{Float64}(0.0,0.606275,0.977986) \n",
+ " RGB{Float64}(0.0,0.606612,0.977639) \n",
+ " RGB{Float64}(0.0,0.606948,0.977292) \n",
+ " RGB{Float64}(0.0,0.607284,0.976945) \n",
+ " RGB{Float64}(0.0,0.60762,0.976598) \n",
+ " RGB{Float64}(0.0,0.607956,0.976251) \n",
+ " RGB{Float64}(0.0,0.608293,0.975905) \n",
+ " RGB{Float64}(0.0,0.608629,0.975558) \n",
+ " RGB{Float64}(0.0,0.608965,0.975211) \n",
+ " RGB{Float64}(0.0,0.609301,0.974864) \n",
+ " RGB{Float64}(0.0,0.609637,0.974517) \n",
+ " â‹® \n",
+ " RGB{Float64}(0.879017,0.442176,0.266522)\n",
+ " RGB{Float64}(0.879913,0.441583,0.267577)\n",
+ " RGB{Float64}(0.880809,0.440989,0.268631)\n",
+ " RGB{Float64}(0.881705,0.440396,0.269686)\n",
+ " RGB{Float64}(0.882601,0.439803,0.270741)\n",
+ " RGB{Float64}(0.883497,0.439209,0.271795)\n",
+ " RGB{Float64}(0.884393,0.438616,0.27285) \n",
+ " RGB{Float64}(0.885289,0.438023,0.273904)\n",
+ " RGB{Float64}(0.886185,0.437429,0.274959)\n",
+ " RGB{Float64}(0.887081,0.436836,0.276014)\n",
+ " RGB{Float64}(0.887977,0.436243,0.277068)\n",
+ " RGB{Float64}(0.888874,0.435649,0.278123)"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
{
"data": {
"image/svg+xml": [
@@ -4761,88 +7773,88 @@
" shape-rendering=\"crispEdges\">\n",
"\n",
+ " fill=\"#009AFA\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#E36F47\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A86C\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C371D2\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#AC8E18\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A9CC\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#ED5E93\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#6C9F33\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C68225\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A0F4\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#9B7FE9\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#618DF6\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#8E971E\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A98D\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00AAAE\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#F06073\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#D47936\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#009DF7\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#4E93AA\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#927FE4\" stroke=\"none\" />\n",
""
],
"text/plain": [
"20-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
- " RGB{Float64}(0.0,0.448194,0.742557) \n",
- " RGB{Float64}(0.705544,0.274374,0.282973) \n",
- " RGB{Float64}(0.501365,0.408751,0.0288239)\n",
- " RGB{Float64}(0.57262,0.319397,0.620542) \n",
- " RGB{Float64}(0.0,0.491045,0.600014) \n",
- " RGB{Float64}(0.645938,0.331527,0.152689) \n",
- " RGB{Float64}(0.302258,0.461118,0.123656) \n",
- " RGB{Float64}(0.703226,0.256544,0.424501) \n",
- " RGB{Float64}(0.0,0.464593,0.725451) \n",
- " RGB{Float64}(0.581148,0.37233,0.0799225) \n",
- " RGB{Float64}(0.0,0.493476,0.406492) \n",
- " RGB{Float64}(0.449798,0.363808,0.689648) \n",
- " RGB{Float64}(0.409271,0.438484,0.051499) \n",
- " RGB{Float64}(0.0,0.494703,0.507527) \n",
- " RGB{Float64}(0.263058,0.405169,0.732908) \n",
- " RGB{Float64}(0.654477,0.280082,0.533106) \n",
- " RGB{Float64}(0.0,0.481467,0.675223) \n",
- " RGB{Float64}(0.154115,0.477232,0.209644) \n",
- " RGB{Float64}(0.691176,0.29184,0.235208) \n",
- " RGB{Float64}(0.511209,0.341602,0.655095) "
+ " RGB{Float64}(0.0,0.605603,0.97868) \n",
+ " RGB{Float64}(0.888874,0.435649,0.278123) \n",
+ " RGB{Float64}(0.0,0.656888,0.424607) \n",
+ " RGB{Float64}(0.76444,0.444112,0.824298) \n",
+ " RGB{Float64}(0.675544,0.555662,0.0942344)\n",
+ " RGB{Float64}(0.0,0.660879,0.798179) \n",
+ " RGB{Float64}(0.930768,0.367477,0.57577) \n",
+ " RGB{Float64}(0.423147,0.622495,0.198771) \n",
+ " RGB{Float64}(0.776982,0.509743,0.146425) \n",
+ " RGB{Float64}(0.0,0.626593,0.957018) \n",
+ " RGB{Float64}(0.609671,0.499185,0.911781) \n",
+ " RGB{Float64}(0.380002,0.551053,0.966506) \n",
+ " RGB{Float64}(0.558465,0.593485,0.117481) \n",
+ " RGB{Float64}(0.0,0.664268,0.552951) \n",
+ " RGB{Float64}(0.0,0.665759,0.680997) \n",
+ " RGB{Float64}(0.942182,0.375164,0.451817) \n",
+ " RGB{Float64}(0.832928,0.472696,0.212274) \n",
+ " RGB{Float64}(0.0,0.616098,0.967849) \n",
+ " RGB{Float64}(0.304835,0.578037,0.668194) \n",
+ " RGB{Float64}(0.572221,0.497582,0.895402) "
]
},
"metadata": {},
@@ -4850,16 +7862,3062 @@
}
],
"source": [
- "generate_palette_and_show(colorant\"white\");"
+ "# Plots._bgratio[1] = 0.5\n",
+ "# Plots._lch_c_const[1] = 60\n",
+ "generate_palette_and_show(colorant\"white\") #; color_bases=[colorant\"steelblue\",colorant\"orangered\",colorant\"darkolivegreen\"]);"
]
},
{
"cell_type": "code",
- "execution_count": 73,
+ "execution_count": 26,
"metadata": {
"collapsed": false
},
"outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ ""
+ ],
+ "text/plain": [
+ "1000-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
+ " RGB{Float64}(0.0,0.605603,0.97868) \n",
+ " RGB{Float64}(0.00894438,0.605409,0.964887)\n",
+ " RGB{Float64}(0.0178888,0.605215,0.951094) \n",
+ " RGB{Float64}(0.0268332,0.605021,0.937301) \n",
+ " RGB{Float64}(0.0357775,0.604827,0.923508) \n",
+ " RGB{Float64}(0.0447219,0.604633,0.909715) \n",
+ " RGB{Float64}(0.0536663,0.604439,0.895922) \n",
+ " RGB{Float64}(0.0626107,0.604245,0.882129) \n",
+ " RGB{Float64}(0.0715551,0.60405,0.868336) \n",
+ " RGB{Float64}(0.0804995,0.603856,0.854543) \n",
+ " RGB{Float64}(0.0894438,0.603662,0.84075) \n",
+ " RGB{Float64}(0.0983882,0.603468,0.826957) \n",
+ " RGB{Float64}(0.107333,0.603274,0.813164) \n",
+ " â‹® \n",
+ " RGB{Float64}(0.879017,0.442176,0.266522) \n",
+ " RGB{Float64}(0.879913,0.441583,0.267577) \n",
+ " RGB{Float64}(0.880809,0.440989,0.268631) \n",
+ " RGB{Float64}(0.881705,0.440396,0.269686) \n",
+ " RGB{Float64}(0.882601,0.439803,0.270741) \n",
+ " RGB{Float64}(0.883497,0.439209,0.271795) \n",
+ " RGB{Float64}(0.884393,0.438616,0.27285) \n",
+ " RGB{Float64}(0.885289,0.438023,0.273904) \n",
+ " RGB{Float64}(0.886185,0.437429,0.274959) \n",
+ " RGB{Float64}(0.887081,0.436836,0.276014) \n",
+ " RGB{Float64}(0.887977,0.436243,0.277068) \n",
+ " RGB{Float64}(0.888874,0.435649,0.278123) "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
{
"data": {
"image/svg+xml": [
@@ -4871,88 +10929,88 @@
" shape-rendering=\"crispEdges\">\n",
"\n",
+ " fill=\"#009AFA\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#E36F47\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#3EA44E\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C371D2\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00AAAE\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#AC8E18\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#ED5E93\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A5E4\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C68225\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#8E971E\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#9B7FE9\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#618DF6\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00A98D\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#F06073\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#DD65B6\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#6C9F33\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#D47936\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#47998C\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#6D929B\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#927FE4\" stroke=\"none\" />\n",
""
],
"text/plain": [
"20-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
- " RGB{Float64}(0.0,0.341335,0.621623) \n",
- " RGB{Float64}(0.575186,0.155586,0.183943) \n",
- " RGB{Float64}(0.0,0.37388,0.203452) \n",
- " RGB{Float64}(0.454754,0.209719,0.504248) \n",
- " RGB{Float64}(0.0,0.377822,0.485126) \n",
- " RGB{Float64}(0.294688,0.33114,0.0) \n",
- " RGB{Float64}(0.0,0.35601,0.605244) \n",
- " RGB{Float64}(0.575948,0.129392,0.317863) \n",
- " RGB{Float64}(0.517086,0.224613,0.0458439)\n",
- " RGB{Float64}(0.381426,0.303443,0.0) \n",
- " RGB{Float64}(0.333212,0.258475,0.570532) \n",
- " RGB{Float64}(0.189595,0.351274,0.0) \n",
- " RGB{Float64}(0.0,0.378786,0.300686) \n",
- " RGB{Float64}(0.0,0.380232,0.396887) \n",
- " RGB{Float64}(0.531909,0.161681,0.420814) \n",
- " RGB{Float64}(0.0,0.365066,0.106736) \n",
- " RGB{Float64}(0.0,0.333102,0.624291) \n",
- " RGB{Float64}(0.0,0.370333,0.557095) \n",
- " RGB{Float64}(0.560781,0.178257,0.137558) \n",
- " RGB{Float64}(0.322174,0.280497,0.252124) "
+ " RGB{Float64}(0.0,0.605603,0.97868) \n",
+ " RGB{Float64}(0.888874,0.435649,0.278123) \n",
+ " RGB{Float64}(0.242224,0.643275,0.304449) \n",
+ " RGB{Float64}(0.76444,0.444112,0.824298) \n",
+ " RGB{Float64}(0.0,0.665759,0.680997) \n",
+ " RGB{Float64}(0.675544,0.555662,0.0942344)\n",
+ " RGB{Float64}(0.930768,0.367477,0.57577) \n",
+ " RGB{Float64}(0.0,0.64837,0.893424) \n",
+ " RGB{Float64}(0.776982,0.509743,0.146425) \n",
+ " RGB{Float64}(0.558465,0.593485,0.117481) \n",
+ " RGB{Float64}(0.609671,0.499185,0.911781) \n",
+ " RGB{Float64}(0.380002,0.551053,0.966506) \n",
+ " RGB{Float64}(0.0,0.664268,0.552951) \n",
+ " RGB{Float64}(0.942182,0.375164,0.451817) \n",
+ " RGB{Float64}(0.868402,0.395989,0.713515) \n",
+ " RGB{Float64}(0.423147,0.622495,0.198771) \n",
+ " RGB{Float64}(0.832928,0.472696,0.212274) \n",
+ " RGB{Float64}(0.279232,0.599544,0.548081) \n",
+ " RGB{Float64}(0.425948,0.57123,0.608115) \n",
+ " RGB{Float64}(0.572221,0.497582,0.895402) "
]
},
"metadata": {},
@@ -4965,11 +11023,3055 @@
},
{
"cell_type": "code",
- "execution_count": 72,
+ "execution_count": 27,
"metadata": {
"collapsed": false
},
"outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ ""
+ ],
+ "text/plain": [
+ "1000-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
+ " RGB{Float64}(0.0822481,0.817349,1.0) \n",
+ " RGB{Float64}(0.0969469,0.81575,0.989654)\n",
+ " RGB{Float64}(0.111646,0.81415,0.979309) \n",
+ " RGB{Float64}(0.126344,0.812551,0.968963)\n",
+ " RGB{Float64}(0.141043,0.810951,0.958617)\n",
+ " RGB{Float64}(0.155742,0.809352,0.948271)\n",
+ " RGB{Float64}(0.170441,0.807753,0.937926)\n",
+ " RGB{Float64}(0.185139,0.806153,0.92758) \n",
+ " RGB{Float64}(0.199838,0.804554,0.917234)\n",
+ " RGB{Float64}(0.214537,0.802954,0.906888)\n",
+ " RGB{Float64}(0.229235,0.801355,0.896543)\n",
+ " RGB{Float64}(0.243934,0.799755,0.886197)\n",
+ " RGB{Float64}(0.258633,0.798156,0.875851)\n",
+ " â‹® \n",
+ " RGB{Float64}(0.938766,0.660537,0.51998) \n",
+ " RGB{Float64}(0.944332,0.659269,0.515764)\n",
+ " RGB{Float64}(0.949899,0.658001,0.511549)\n",
+ " RGB{Float64}(0.955466,0.656733,0.507334)\n",
+ " RGB{Float64}(0.961033,0.655465,0.503118)\n",
+ " RGB{Float64}(0.966599,0.654197,0.498903)\n",
+ " RGB{Float64}(0.972166,0.652928,0.494688)\n",
+ " RGB{Float64}(0.977733,0.65166,0.490472) \n",
+ " RGB{Float64}(0.9833,0.650392,0.486257) \n",
+ " RGB{Float64}(0.988866,0.649124,0.482042)\n",
+ " RGB{Float64}(0.994433,0.647856,0.477826)\n",
+ " RGB{Float64}(1.0,0.646588,0.473611) "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
{
"data": {
"image/svg+xml": [
@@ -4981,88 +14083,88 @@
" shape-rendering=\"crispEdges\">\n",
"\n",
+ " fill=\"#15D0FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FFA579\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#A3D667\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FDA7FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E2C3\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#9EC2FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#E7C352\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FF98A7\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#4ECDFF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FFB75A\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#D4B4FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FF9F88\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E3E5\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C7CD56\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#38E0A0\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E1FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#A6B9BC\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#8AC4AD\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#BCC5B3\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FEA3C3\" stroke=\"none\" />\n",
""
],
"text/plain": [
"20-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
- " RGB{Float64}(0.0,0.547295,0.852693) \n",
- " RGB{Float64}(0.822944,0.377294,0.375972)\n",
- " RGB{Float64}(0.40349,0.562307,0.221991) \n",
- " RGB{Float64}(0.0,0.599398,0.609452) \n",
- " RGB{Float64}(0.694571,0.469479,0.182695)\n",
- " RGB{Float64}(0.555274,0.461402,0.798301)\n",
- " RGB{Float64}(0.0,0.591983,0.399893) \n",
- " RGB{Float64}(0.0,0.583701,0.783089) \n",
- " RGB{Float64}(0.380827,0.50261,0.84286) \n",
- " RGB{Float64}(0.610703,0.506513,0.151887)\n",
- " RGB{Float64}(0.762157,0.42966,0.245054) \n",
- " RGB{Float64}(0.680012,0.418946,0.72692) \n",
- " RGB{Float64}(0.513882,0.537794,0.166534)\n",
- " RGB{Float64}(0.0,0.598328,0.504656) \n",
- " RGB{Float64}(0.765678,0.383033,0.636307)\n",
- " RGB{Float64}(0.266655,0.580169,0.303173)\n",
- " RGB{Float64}(0.0,0.594819,0.705289) \n",
- " RGB{Float64}(0.0,0.564955,0.834998) \n",
- " RGB{Float64}(0.808612,0.392814,0.32681) \n",
- " RGB{Float64}(0.340006,0.509172,0.668186)"
+ " RGB{Float64}(0.0822481,0.817349,1.0) \n",
+ " RGB{Float64}(1.0,0.646588,0.473611) \n",
+ " RGB{Float64}(0.637733,0.838185,0.403156)\n",
+ " RGB{Float64}(0.992317,0.655717,1.0) \n",
+ " RGB{Float64}(0.0,0.887076,0.762763) \n",
+ " RGB{Float64}(0.620635,0.759552,1.0) \n",
+ " RGB{Float64}(0.907209,0.764704,0.319957)\n",
+ " RGB{Float64}(1.0,0.594186,0.654854) \n",
+ " RGB{Float64}(0.30485,0.804949,1.0) \n",
+ " RGB{Float64}(1.0,0.717484,0.354039) \n",
+ " RGB{Float64}(0.833172,0.707732,1.0) \n",
+ " RGB{Float64}(1.0,0.623719,0.532607) \n",
+ " RGB{Float64}(0.0,0.888271,0.898233) \n",
+ " RGB{Float64}(0.780553,0.805537,0.337407)\n",
+ " RGB{Float64}(0.217769,0.878484,0.627627)\n",
+ " RGB{Float64}(0.0,0.881615,1.0) \n",
+ " RGB{Float64}(0.652425,0.725769,0.736806)\n",
+ " RGB{Float64}(0.541124,0.767416,0.677019)\n",
+ " RGB{Float64}(0.735453,0.772958,0.701578)\n",
+ " RGB{Float64}(0.996158,0.639718,0.766304)"
]
},
"metadata": {},
@@ -5075,11 +14177,3055 @@
},
{
"cell_type": "code",
- "execution_count": 74,
+ "execution_count": 28,
"metadata": {
"collapsed": false
},
"outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ "\n",
+ "\n",
+ ""
+ ],
+ "text/plain": [
+ "1000-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
+ " RGB{Float64}(0.0822481,0.817349,1.0) \n",
+ " RGB{Float64}(0.0969469,0.81575,0.989654)\n",
+ " RGB{Float64}(0.111646,0.81415,0.979309) \n",
+ " RGB{Float64}(0.126344,0.812551,0.968963)\n",
+ " RGB{Float64}(0.141043,0.810951,0.958617)\n",
+ " RGB{Float64}(0.155742,0.809352,0.948271)\n",
+ " RGB{Float64}(0.170441,0.807753,0.937926)\n",
+ " RGB{Float64}(0.185139,0.806153,0.92758) \n",
+ " RGB{Float64}(0.199838,0.804554,0.917234)\n",
+ " RGB{Float64}(0.214537,0.802954,0.906888)\n",
+ " RGB{Float64}(0.229235,0.801355,0.896543)\n",
+ " RGB{Float64}(0.243934,0.799755,0.886197)\n",
+ " RGB{Float64}(0.258633,0.798156,0.875851)\n",
+ " â‹® \n",
+ " RGB{Float64}(0.938766,0.660537,0.51998) \n",
+ " RGB{Float64}(0.944332,0.659269,0.515764)\n",
+ " RGB{Float64}(0.949899,0.658001,0.511549)\n",
+ " RGB{Float64}(0.955466,0.656733,0.507334)\n",
+ " RGB{Float64}(0.961033,0.655465,0.503118)\n",
+ " RGB{Float64}(0.966599,0.654197,0.498903)\n",
+ " RGB{Float64}(0.972166,0.652928,0.494688)\n",
+ " RGB{Float64}(0.977733,0.65166,0.490472) \n",
+ " RGB{Float64}(0.9833,0.650392,0.486257) \n",
+ " RGB{Float64}(0.988866,0.649124,0.482042)\n",
+ " RGB{Float64}(0.994433,0.647856,0.477826)\n",
+ " RGB{Float64}(1.0,0.646588,0.473611) "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
{
"data": {
"image/svg+xml": [
@@ -5091,88 +17237,88 @@
" shape-rendering=\"crispEdges\">\n",
"\n",
+ " fill=\"#15D0FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FFA579\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#A3D667\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FDA7FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E2C3\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#9EC2FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#E7C352\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FF98A7\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#4ECDFF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FFB75A\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#D4B4FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FF9F88\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E3E5\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#C7CD56\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#38E0A0\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#00E1FF\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#A6B9BC\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#8AC4AD\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#BCC5B3\" stroke=\"none\" />\n",
"\n",
+ " fill=\"#FEA3C3\" stroke=\"none\" />\n",
""
],
"text/plain": [
"20-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
- " RGB{Float64}(0.245515,0.716265,1.0) \n",
- " RGB{Float64}(1.0,0.547882,0.536215) \n",
- " RGB{Float64}(0.732056,0.62787,0.980907) \n",
- " RGB{Float64}(0.883692,0.635427,0.342518)\n",
- " RGB{Float64}(0.0,0.775906,0.78232) \n",
- " RGB{Float64}(0.95169,0.553815,0.810973) \n",
- " RGB{Float64}(0.689857,0.706897,0.330495)\n",
- " RGB{Float64}(0.565152,0.669252,1.0) \n",
- " RGB{Float64}(0.955384,0.596296,0.40159) \n",
- " RGB{Float64}(0.0,0.756888,0.964559) \n",
- " RGB{Float64}(0.266914,0.767831,0.562404)\n",
- " RGB{Float64}(0.793792,0.673479,0.316654)\n",
- " RGB{Float64}(0.0,0.775039,0.672155) \n",
- " RGB{Float64}(1.0,0.535021,0.691768) \n",
- " RGB{Float64}(0.860436,0.587006,0.906186)\n",
- " RGB{Float64}(0.0,0.770082,0.882981) \n",
- " RGB{Float64}(1.0,0.561831,0.48483) \n",
- " RGB{Float64}(0.57344,0.733975,0.382048) \n",
- " RGB{Float64}(0.342905,0.706093,1.0) \n",
- " RGB{Float64}(0.838742,0.654453,0.329586)"
+ " RGB{Float64}(0.0822481,0.817349,1.0) \n",
+ " RGB{Float64}(1.0,0.646588,0.473611) \n",
+ " RGB{Float64}(0.637733,0.838185,0.403156)\n",
+ " RGB{Float64}(0.992317,0.655717,1.0) \n",
+ " RGB{Float64}(0.0,0.887076,0.762763) \n",
+ " RGB{Float64}(0.620635,0.759552,1.0) \n",
+ " RGB{Float64}(0.907209,0.764704,0.319957)\n",
+ " RGB{Float64}(1.0,0.594186,0.654854) \n",
+ " RGB{Float64}(0.30485,0.804949,1.0) \n",
+ " RGB{Float64}(1.0,0.717484,0.354039) \n",
+ " RGB{Float64}(0.833172,0.707732,1.0) \n",
+ " RGB{Float64}(1.0,0.623719,0.532607) \n",
+ " RGB{Float64}(0.0,0.888271,0.898233) \n",
+ " RGB{Float64}(0.780553,0.805537,0.337407)\n",
+ " RGB{Float64}(0.217769,0.878484,0.627627)\n",
+ " RGB{Float64}(0.0,0.881615,1.0) \n",
+ " RGB{Float64}(0.652425,0.725769,0.736806)\n",
+ " RGB{Float64}(0.541124,0.767416,0.677019)\n",
+ " RGB{Float64}(0.735453,0.772958,0.701578)\n",
+ " RGB{Float64}(0.996158,0.639718,0.766304)"
]
},
"metadata": {},
@@ -5180,24 +17326,26 @@
}
],
"source": [
- "generate_palette_and_show(colorant\"darkgreen\");"
+ "generate_palette_and_show(colorant\"black\", 17; color_bases=[colorant\"steelblue\",colorant\"orangered\"]);"
]
},
{
"cell_type": "code",
- "execution_count": 65,
+ "execution_count": 14,
"metadata": {
- "collapsed": true
+ "collapsed": false
},
"outputs": [],
"source": [
"using Plots; default(size=(600,200))\n",
- "data = Plots.fakedata(50,10);"
+ "data = Plots.fakedata(50,10);\n",
+ "# Plots._lightness_darkbg[1] = 80\n",
+ "# Plots._lightness_lightbg[1] = 60;"
]
},
{
"cell_type": "code",
- "execution_count": 66,
+ "execution_count": 29,
"metadata": {
"collapsed": false
},
@@ -5216,11 +17364,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5228,8 +17376,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5241,34 +17389,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5276,40 +17424,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5318,7 +17466,7 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
@@ -5336,11 +17484,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5348,8 +17496,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5361,34 +17509,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5396,40 +17544,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5438,14 +17586,14 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n"
],
"text/plain": [
- "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13382, maxsize=Inf, ptr=13383, mark=-1),nothing,\"fig-36340d6b669d4b2e8f3a688cc9cb4735\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-36340d6b669d4b2e8f3a688cc9cb4735-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-36340d6b669d4b2e8f3a688cc9cb4735-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-36340d6b669d4b2e8f3a688cc9cb4735-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-36340d6b669d4b2e8f3a688cc9cb4735-element-8\\\")\\n .init_gadfly();\"],false,:none)"
+ "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13379, maxsize=Inf, ptr=13380, mark=-1),nothing,\"fig-fc2cec786c8a415db44aac7405b6914e\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-fc2cec786c8a415db44aac7405b6914e-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-fc2cec786c8a415db44aac7405b6914e-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-fc2cec786c8a415db44aac7405b6914e-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-fc2cec786c8a415db44aac7405b6914e-element-8\\\")\\n .init_gadfly();\"],false,:none)"
]
},
"metadata": {},
@@ -5453,25 +17601,25 @@
},
{
"data": {
- "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlgAAADICAIAAAC7/QjhAAAABmJLR0QA/wD/AP+gvaeTAAAgAElEQVR4nOydd3wT9fvAn7vs1b33oqWFllJW2XvLEGQqQ1HB8VOQ5fYrTpyAioIDRdmC7Cl7lNEChe490qZpk2bPW78/Lk1L6AzYUr33H30ll7s8n1yfu899nolQFAUMDAwMDAz/VdCOHgADAwMDA0NHwkyEDAwMDAz/adpjIqQoymy2toOgfx8WC04QZEePolNiNDIq5wwYhuM40dGj6JQwKuccOE5gGN6xY2iPiZAgyKoqTTsI+vdRW6szm7GOHkWnpLJS1dFD6JRoNCaDwdLRo+iUMCrnHAaDRaMxdewY2O0gA0EQkYjXDoL+ffD5XDabMV87g1jMqJwz8HhsFotROWdgVM45OBwWiiIdOwaEiRplYGBgYPgv0x6PfiRJaTTGdhD070OvN2MY47BxBpXK0NFD6JSYTFaLhbHGOwOjcs5hsWAmUwe7V1s7ERoMhoCAAPp1ZWXl6NGju3btOmrUqMrKyhaPJUmSURHn0OlMVmsHu5E7KUqlvqOH0CkxGCyMW9o5GJVzDrMZ63C3dKsmwrVr10ZFRclkMvrtm2++OXbs2JycnPHjx7/11lsty0BRT0/JAw3zv4qrq5DHaw8/7r8PHx+Xjh5Cp0Qs5gsE3I4eRaeEUTnnEAi4YjG/Y8fQKh8hQRAURXE4HHrn4ODg69ev+/v7y2Syfv36lZWV2fekKIokKQRBUBShX6MogiAISVIURaEoiiBA5wOwWChFAUmSCAIoijY8sG5nBEEQ+84A9x/YKin0gc1LIUmSohgpjZ7qjpXSjNrUS2m12jihnE5Iecj/UOYSeFSVk6QoaFFt7pXSKuV8xC6BDlNOAGi3IJpWrQhZLBabXb8ukcvlXl5eAODp6SmXyxvuabHgUqmytlYPAFqtSSpV6vUWgiBLS2ukUiWdLFJZqaqoqAUAHCekUmVNjQ4AjEaLVKrUao0AoFYbpFIlbZ+prtZIpUqCICmKkkqVVVVqALBYsPukmAFAodA1lCKV1kuprtYCgNFolUqVtMOSlkLbpuVyLS0FAOxSrFZMKlUqlToA0OnMUqlSpzMDgFKpk0qVVisGADKZWipVAgCOky1Kqa7WSqVKHLdJkclallJTo7VYsKoqmxSCIKVSpVyuBQCTySqVKtVqAwBoNEapVEmnMdVJIQBAKq2VyVQAgGG4VKpUKHQAoNebpVKlVmsCgNpavVSqpH1CtBSKomgp1dUaADCZsPukWACgpoY+1QQAVFTU0oHjdVK0AKDXW5qXQpKUVKqUyzUAYDZjUqmStp/T/1DaVFJTU/9b7FJwvF6KwVAvRaXS29VGLtcUFFSR5D1SaLVRqfQOUhQKbdPK2VCKEQBUKkNDKVKpkiSdUc6GUppWG4dLABqVQqsNLYVWG1qKTObMJaDTmUpLa1qjnI1eAk4op9WK26XQyklLaUxtoE45tU0op6OU+5SzVZcASdZfAvcqp7GBcuocpFRVqVtzCdSpTaOXgKNy1l0CLSpnI5cALYVWzrpLoJH7c0uXwD9+fy4traFfOygnfTbahzZEjSKIbeeAgIDbt2/7+PhUVVX16tWroqKi+QNxnJBKa8PCvB90sP89ZDKVi4uQST5xgoICeVSUb0ePovOhUOg4HJarq7CjB9L5YFTOOTQaI4YRXl4d6T5zJmp01KhRe/bsAYA///xz9OjRLe7PYrECAtydEMTg5eXCOGycIzjYo6OH0ClxcxN2uMOmk8KonHOIxXw3tw5+8HJmRVhZWblw4UKVSuXh4fHrr7/6+/v/kyNkYGBgYGD4B2mPhHocJ2UyVXCw5z8t6N+HXK6RSARCIbMobDPFxdXh4T4dPYrOh1Kp53BYLi6Cjh5I54NROefQak0YRnh6ijtwDO1TS4liKkc7Bx2I0dGj6JQQBHPenIGiKEblnINROed4FFSOKbHGwMDAwPCfpn3aMAHT2MU56Ljkjh5Fp4QpTeccBEHSKVwMbYVROecgyY43GbZPGyaCThNhaCvV1RqmyZlzlJYqOnoInRKVyqDTdXBPnE4Ko3LOodOZOrwGZzu1YWJyAJyDx+MwPXGcg4kwcg4Oh8Vmszp6FJ0SRuWc41HQN8ZHyMDAwMDwn6Z9fIRUhxcX76SYzRhdko2hrdBVnRjaisWCMb4u52BUzjkwjOjwzl/t4yMk6bJ4DG1FpdJ3uIp0UqqqNB09hE6JTmemy8kytBVG5ZzDaLTQ1WU7kPbwEaIoypQudA6xmM/hdLwBvTPi7s6onDMIBFzGLe0cjMo5B4/H6XA3IeMjZGBgYGD4T9Mej34kSdI9VhjaikZjZDrUOwdjjXcOvd5MN2ZiaCuMyjmHyWTtcPdq+0yEVIebgDspRqOFiVxwDo2GSYZzBrMZY569nINROeewWnG6u2EH0h6mUYqijEYr01TPCcxmjM1msdmMz6bN6PVmpp2QE1gsGIqijGfaCRiVcw4MI0iS5PE4HTgGxkfIwMDAwPCfpp3SJ2QyVTsI+vehUOg63GjQSSkvV3b0EDolarWhwx02nRRG5ZxDrzer1f+BEmsURVksjNfBGTAM7/BytJ0URuWcA8dJBEE6ehSdEkblnIMgyA4vG9JOplGSpFCUubraDElSCMLcl5yBJEkUZXyrbYa+ITA65wSMyjlHa1Su1ojpLY5hg74SLu8hxU8wPkIGBgYGhkeaZ3fn/HxN5rDx9AuJI6LcmznKYDB06dKlsrKyxe9vj+cXHCdKSmraQdC/D5lMxZRpdY6CAnlHD6FTolDoNBpjR4+iU8KonHNoNEaF4kETzRctWrR3714AUKlU4eHhOI6vXbs2KipKJnOcPhulfRbyCBON7RwsFosxKTsHo3LOgaIIo3LOwaicczwUlZs5c+aePXsAYM+ePdOnT2ez2StWrCgvL2/tGB5QfGtgs9HAQI92EPTvw8fHhWnl6ByhoV4dPYROiYeHWCIRdPQoOiWMyjmHRCLw8BA/4JeMGDHi2rVrJpNp27Zt8+bNAwAWi8VmtzYatJ3aMJnNTNEmZ7BYmKhRJzEaGZVzBgzDcZwpZuQMjMo5B44TGPagAbccDmfMmDGbNm3SaDQ9evRo6+HtlEfINChxjtpaJo/QSSormdRVZ9BoTIxb2jkYlXMOg8HyUKrTzZo164033njyySedOLY98ggRBGHqqzkHn89l6qs5h1jMqJwz8Hhspg2TczAq5xwcTsuREDHewqGRbg4b3QX3VGUbPHgwiqJz5851YgxM+gQDAwMDQ+cGx/FDhw59//33J0+edOLwduo+wQRkO4deb2a6TziHStXBRZs6KSaT1WJhrPHOwKicc1gs2IN3/tq6desrr7zy+eefO3d4O/UjZFTEOXQ6E9MTxzmUSn1HD6FTYjBYGLe0czAq5xxmM/bgbulnnnmmvLzciTAZmvbwEaIo6ukpaQdB/z5cXYVcbnv8j/59+Pi4dPQQOiViMZ/JI3QORuWcQyDg8ngd7KFjfIQMDAwMDP9p2il9oqZG2w6C/n2oVAbGYeMcVVXqjh5Cp0SnMxmNTPqEMzAq5xxGo0WnewjpEw9CO7VhMhgs3t7tIOrfhtls5XLZPCYqu+3o9czd3BksFpwpFeYcjMo5B4YRGEZImvWe1WZkGqRSh40+ffvwPB5OzbL2MI1SFGAYzvi6nADDCBYLZXw2TmCxYDwep+X9GO4FxwkEQZhUQidgVM45CIKkKIrNbu7x687X68qPn3DYmLz2U8/ExqNjMjMzn3vuuerqarFY/MMPPyQnJzc/BmfU/dtvvxWJRF5eXl5eXsuXL29xfwQBZhZ0jtakmjI0CnNLcg42m9WBs6Bc14mrlDEq5xwsFtr8LNgaHLpPzJ8///XXXy8oKHjzzTcXLFjQ4uHOaHxOTs4ff/yhUCgUCsWXX37Z4v44TlZU1DohiKG6WvvgGTb/TUpLFR09hE5Jba2+oxw2d2T68I9SXj9SSJCdMoKPUTnn0OlMtbUPmnni0H3i6aefHj9+PAAkJiaSZMvlmp2cCNeuXSsWiwcNGpSTk9PwI5KkrFZb0V6CIK1WumY0ZbXiVitOm2Hp1wBAUZTVitMJ4/SBdIFpHCetVpwkKQDAMMJqxWnzrdWK07VZm5ACOE48FCkND2y1FHCQguMPQQpBEPS3NS+FPvABfwuGOSGlkVPdlJS6A3F7ZmSzUsjWSCHJpqQQTUshHKS0Qm0aSulg5aSl/HPKieFkh1wCRgv2zM4cE0auPVP2+Ja7GjPeJikPVzlbktK4cmIY8cCXgKNyNvNbGlPOxi8Bi8lScuy4QSptH+V8WFLaVPzdofvEyy+/zGazT548OWfOnPXr17d4uDMTYVJS0scff1xVVTVmzJhnn3224UdWKy6TqdRqIwDo9WaZTGU0WtlslkjEk8lU9K+VyzV0eBWOkzKZin4WMJksMpmKfhTVao0ymYqOllQotDKZiiRJiqJkMlV1tbYJKRYAqK01NJQik6kBgCBImUylVOoAwGSyymQqrbZeCt0WQ6HQ0VIAQCZT0TGutBS6FIDBYLH3yFWpDDKZiv4vVldrZTJVo1Ia/hZailKpk8lU9L/Z4bc0JcXDQywS8WpqbFJIkpTJVHQTS7OZ/i1GANBqTTKZil471kkhAEAmU1dXawAAwwiZTFVbawAAo9Eik6n0ejMAqNX0qa7/LRRF1UnRAoDZjN0nhT7VeplMRd8dqqrUcnlDKXoAMBqtDlIanjGKokiSsp9qiwWTyVR0+SGdzqY2TUnBcUcpOp0ZADSaerWpqdFyuSySvEeK1Vovxa6cdinNKGedFNP9UmQyFUU5o5y0lJaU0+ESqFcbi6VeCq02tBRabWgp1dX2S4BoUTnpS0BvxmbuKVx9tKSiSu3cJXC/cup0LSin1UrIZKpVBwrSpLburIeylH3XpV3NV9qVs+5UO1wC9yun44V2n3I2fgk4KCdF1V8C9yqnqRnljIrybekSoNWGvtu06RJoUTkbuQRoKRRFpX72Zea69ecWPff3rDnX3/8gb99Bi0rVpkvgH70/6/VmenZ0uATaVI/MoftETU3N5MmT9+/ff+DAgQkTJrR4+AMFy+h0On9/f72+hVUtRQFBEA9uBf4PQhAkiiIIwrgJ2wyGEUz0Y5uwEuTUXzKO5SgBoE+wy855cRGe7dSY8HS+asymdPLee5GYx/p5ZteZiT7tM4YH59FUuaK9e7M3/+SwEWWz3bt18+7dy7t3L5eIiH90AAapVHE73T021iWycUH0bN28Z7o1wTJnzpyZOHHimjVrVq5cOXLkyFWrVo0dO7aVg2zzRGixWBISEg4dOhQdHb13795vvvnm3LlzzR+C44RUWhsWxuRPtBmZTOXiImR6dzhBQYE8Ksq3o0fxyGHRW++eyPGP8Qns7tdwO0FSc/7I2pNebd/iymdvnhHTDvOQwoD1+OJGpdYCAKOi3Z/u4//8nlyDlQAABIHXhgZ/OjGS3RlCxh5Blau6knJzzQf0TR5ls0m8kXqNfE9P7169vPv0co/rxvfyfChyKZJUZWXJr16Tp6QYpBX0RklYWODIEQHDhwnuzaXTaIwYRnh5NZc/UX39hraw0GFj4MgRAp96/cQwzM3NLS8vTywWu7m5eXrW/xaFogX3rTMrwmPHjq1evZogCH9//82bN0e09EBBEGR1tcbf372tghgUCp1YzOfzmWi0NlNergwOfjhXdftDUdRDNwOoKjSpf6bnXykhMMI90HXuuqlo3TM4RcGzu3N+uS6j37JRBK8LV1ncP+DrKV0EnH8wjnTqlrsHMhQA4CXipK/oE+DCuyszTPv1boHCFrMzPMp957w4HzH3nxvDQ8E5lSNJPOf2gbSLP5cVpkR0HR6XND225xQu70E7tgOAJi8/ZcVKwmIBAM+EhD4frtHk5dekplbfuKEtKobG7vw8d3fXLlEuUVGuUVGuXaLs04xFpeO5t1wmEzeZFGlp8qvXqq9ft2oaL6KCIIhHfHzgqJH+gwayRSIA0OvNOE64uYmc/6kP3H2CKbHG4CQURRnMWrHAtaMH8vCRnbtZsONUnw8X870dW6C1AyV/ndcWSBNWOtNftFFqy9U399/NvVBEEvXhcyNeHNhtVDT9etmBgnUXyunXq4aHzEr0mf17Zn7dPJTgL941v1tXH+HDGk9DfrhS8cLePABAENj/dPzkbl70drUJf2pb1pFsJf02yJX358Lu/UKaK+ZJkFRxrdnfhSviPnL2yUYx6pW3U35Lu/hzbc09ax2ByCO259TuvWeGdRmMoE7+FlN19eVXl1lqawFAFBQ0cN1XnAYp62alsiY1rSY1VXHzJqZvsiMC19XFJaoLpuZpc2sEfu6Bo3t4JIRBY49ohspKecpV5e10EnOshMUWCt1iolXZOYTZ3HA7yuX6JvcLHDHCu09vlP2g+XW//PLLe++9d/jwYefqbrdPQj1lNFoZ+54TmM0Ym816BHvzFlZkfLv39WpVxZvzN3UL79vRw2kEvd4sFvOdOLDydOrtT3+nCFIU5N137UtC/3ZdVmpyy6688jWJ4XEvTgt/YvgDfltlljxt/92StHK47yoXugnmfTedK+A0nAWXDwv+aEwoiqIEgqw+XLjhoq2WB5+NfvpY5KuDgx5wPA6kV+r7rU+z4CQALB0S/PWUqIafUhRsuCRdcbCAXp6yUeTD8RGrR4TQn5pxMrPKkFllyJLTf41lKjNOUiHu/C2zu46I6gD7U+tVrqzgcuqFH7Nu/UXgzRWjEbv6dUua3r33zMDwvm2yEOBG45XXlqtL8w08vdUVE/brUqPI8/SJmvb0Fg7vnoUXRRCq7OyaG6mqrCxNQSFuvDc+heIC4QNUgx+FmIFVC0jLYSwCHx+f5H6+ycmePRJQNhs3meRXUirOnFXcukUR94SDcl1cYv/v/4KGDGr9D3zotMdEyPgIneYR9BESBL7v/KZdpzdYcQsA8DiC5XPWJ3cb09HjcsQ5h03Z4csZX++yXxQ8D5e+n77gEvWQJ4CmwHTGi4vXmqpqAQBBkKT3F/kNcubxlqKo4uvlafvvVuVWN9zu39Wn56RuF7Zc1ysMANDniR4pQd6vHSigP53T0/ePJ2NrlXoOh+XqKgSAX67L/u+vfKPVdtua18tv4/RoMe/hrLcsONlvfVp6pR4AuvmJbizt3agB9nCWct72LLXJ5tya0cNHxEUzqgzZcqPB2nh4PQtFVgwLfn9sOK99nyBbVDmLSZN+bXvqhR9rZFkNt4td/ZIGPhPVbUxB5smM1N211QUOB7p5hoojJrsGD0C5YhTlsvmuKEfIYvFYvPolsoiLulAKSp2tkN7KObVbbSq3sM0O3+MfkjT3xX1iVz9oFIoyyGTagkJNQYG2oECVUYnrhY1nFiAmYKkamQ4RxDUy0rd/sm9ysktUZOMnQaWSnb9QceasOjfXvjF+7ZchiXGNj6pdaI+JkG7M6+7+QCbg/yY6nYnH4zw6dXnyytO/3bu6RHZP8iiCoE9PeGPqkOc6alSNolTq2tr8q2jPmewf9jv4TthCfq81z3olxTzU0TUCRVGpb26qvpZp38LicZO/fsWta2ibviTnbEHaX3dVFRr7RgRBwvsGJ02J9+/qAwC55wtPrr8AAAgbfS8gsJbFAoDH4jz3LYznsBCDwcJioXa3dJbcMGtrZkaVzXoW4yPcNa9bj4CH4MGyr0T5bPTa0l4J/k1+Z77CNG3LXfsYmoHDQjDC9u9L8Bf//mRsM1/bJjCr8afPhvgH90jsvyC0y+BG12fNqJy0+Pqty1vupu7GLPf8irDoIb2HPB+bOAVl1ccByMpuZqTuyUz7U1Nb3vLAgIcB14KIeJRBCLoW93f1CHny5f3e/s3NOhaV7s4X26tTMui3KBsVhQgxg8Vcg0ODWgccMUsYwOW4sQGAxed79+7l06+voNVFpQ3SioqzZyvPnEX4/N5ffNWxj/uMj5ChVZithj9OfHn4ym8kaXsMjwpKMJq1lYoS+u24fnMXT13DQh+VObut5P12NP+3Y/Rrt9iwLvPHpX/yu1VrAACUzerxxvyA4Un/6ADyfz+et+UIACAIwvNyNdeoAYDnLhnw7fJWmmerCxWnv7usKKmv4sThs+NGRidO6ubic8988OebR2Q51QBwSyTa4uM9LNLt6HM9moqIMWHkq/vzf7xaSb/ls9E5Sb5zevqMiHJnORvMeTyndsJP6fS9Z/3ULq+0ZHTVW4hnd+fsun3PAtdHzO3uJ4r1FXb3E8X5ibr7iUwY+cyunJO5tjPAZaHvjwtbOSzE6XHaObl3dcrftrxsd6/wHslPJfaf5+oR0vxROo3szrVtt1P+UFTd8+zI47v0SH6y95Dnvf1jmzqWoihp0dWMtD13bvxp1lc3tVszUIAq0KAqJLIKDeeAdSi2HQESAPgCt5mLd4bHDGv0KPnlO3e+3GFV25LiXLsEJ745XxzqBwAWpbZw599lhy8RDVriuMWGRS8Y793X+fWcVaPhunZwqAGzInykeURWhJfvHNl88H8qXQ39ViJ0W/TYO8OTppmtxs+3v5yac5beHhvW+835m11FD6ce/APShhUhRWX/sL9ozxn6nWdil94fLWYLePoy+fXVG01ym6Ey9sVp4dOH/UOjVaTlXF+1kb4Yo54aGzw++fJLX1nVOgAQh/oN2LCMI2kuVoXAybR9d1L33iEw22MKT8yNH9u1x8Q4oVsjuYD7juVX/HgJACiAE0lRO1cOkNQZPB1WhHZ23a5+fk+u1lwff+8n4c5M9JnT0zc5tG0Naav11h5f3KjSWQFgQqzn4UUJrfF/URR8c0maU220T3teokaiqSkKvrssXXW40ITZIoMGhLlunRsb+QA5kRUlN37+fBhF3mOJRRA0PGZY4oD5sYlT2BwBNFA5ArfkpB+6nfJ7YfbfDkf5BiX0GfJ8fN/ZDnGhupKS6us3AIAiCNpRR2IYYbGQFBy9XaHHilBuEcLFCR6KsQEAYxEmNqFjUSaErJ+TSOBJLDyhRSK0irO5Cev85lqh3r3XlUiZZv2MS5kBgMXmTnry+x7J9wRk4UZL1sa95UdTbD8QRSPnjIpeMAG5NwXcUqst2nW69OAlwlJf/dEtJjRk0kD/YUlsYZsXdmYzRhBk8yvCm5d+Kc4957BxyITXm1raVlRUzJs3TyqVUhT1+eefT506tfkxMD7CR5oO9xEq1LLv9799I/u0fcvA+AnPT/mfu8QWV02Q+E8H1xxJ2Uq/9fMMfe/pLYHe/2yKbmtopY+QoqiMr3eVHb5Mv/Xp373Xe8+gXNsd1qxQX1+9UVdsyyuInD2q63OTG42aexBM1apLSz6jn8G9kmL6fvYigqLqrJKryzfQj96eiV36fvYS2kRJiqq8mjMbLyvLVPRblIUmTe3ea1oCV9B41s2FIvW4zelzKuSJBgMAeHfxnv3pY1D3mxQKnd1H6ECh0jT798zUckf7W4SnYG6S75yePnG+LT/sUhRM+vkOHQ7qJ+Gmr+jzT+RF5FQb523Psg9VxGV9MSlycf/Apv51mE5XcfZs5bnzAUOHhk6e1NDySeDWzZ8OqK7IAAB37wijXmkxaRoeyxe4de8zIzF5vokIEXLKb6f8fvfGbrNR1XAfHt+lW6/piQMWBEc4tkHQ5OcXbN9RlXK10XyGRkAQSUiIR48Ez4QEz4R4tlhotejNRo2+pCxjzZf05MSPieO+/LrcDFVaS40Bq1GbtDeysjW4EJWNIDbxkGoCxUgWPnTCW0MnvkX/WFVG0e1PfjfKbPl2Qn/PxDfmu3dv8kK2qnWFu06XHrhImOunQxaP6zckMXhcP4/ELq2P7mlNHuHBP5bcuvyrw8b5S4/b17WLFi2aMGHC9OnTVSpVUlLSuHHjIiIiVq5ceeXKlccff1wulzc/BiZq9JGmA6NGKYo8fPnXbae+NpptdxMvV/8lj3/QN3bU/TsfuvTLT4c/pCgSACRCtzfmbeoe0a9dh3sfrQnhowjy9qe/V55Opd8GjOiV+Po8h+dfTG9KfWtT7V1bgHvQmL4JK+YiD69MEokTKUvXqbNKAIDv5TZ48yqum+2OUHXh9s33f6Gv0MDRfRNff8phDsbMWMq2m3eOZtuvYr9o7xEvDPQMbTJmMrVcN/KH21oz7oXhb1dUoBQFAONXDo/qH0bvYLFgKIo2VSGFpKhLxZqdt6r/vFNdo3cMlO/jI5ij14QHu4VEeYZGeroFurLuU91vLklf+SsfABAEjj3XY2zMP2U/wAjqg1Mln5wutedEjuvq8fOsrgEu9TciiiQVN2+WnzglT0mxx/27xXZNePVVSXgY/fb8kQ/PHf4QADg80Qtvp0pc/bJv7b+d8ntx7jla4e3whe4O8x+9auzRf15s4hQO1/HZQpWZlb99R01qqvM/EkEkISGePXq4dY3O/ukXW7JEYOCAdV9xXeqX6Xe/3FF25Mp9B1M4agEBz9M/mCXgqTKLqbri1MHjkuNefqI1azurWl+050zp/gu46Z7wV4GvR9DYfkFj+wr9vVr8EgwjSJJsvndHixPhiRMntmzZsnPnzs2bN+fl5S1YsCA4OJjL5Z47d27VqlUZGRnNj4HxETaHzkL8mV5txMjF/QM6RW2Lhlgw04Y9K2eNfCXEN7qtx5oshnW7X0vJqK9pNDxp2qLH3nZp2ux54fbBDXtW2kNJl836akD8eOdG3j6QGH5zzRb55Tv025DHBnZfNqvRx1jSit368LeqS+n0W+++cUnvPcMWPJwHu8wNe0r206ErrP5fv+reLbzhp0W7T2f/sJ9+3WXB+OgF9VUTS29Kz25K0dXYfDkcPqf/k0kJ42ORphVVrrMmfmmzSQa68jb5QNHJXABw9ZU8ueFxVlvKg+EkdTpftfOWfH+Ggg7p5JPUS/KqaIOKQ1j0XHcAoBBEL+BiHmKOl1gS6Oof5sHxFs3elm3GSQBYNiT4q3vzJf4JrpZq523Psufmewg525+KGxvjYZBWSLrA7gwAACAASURBVP/+W3rqlFmhvP8ohM2OnPFEl7lzlMqCTR8nE7gVAMY+8VnyyFfs+2hqy9Ov/ZGe8odDFqBNkHdkj/5P9ej3lKtH8P2fKm7dKti+U3nnTr1EFPUbNEjo5wsAHLEYEIRCWWsvy6Vqi5nFifSW/G90sK6wsPbOXU1hoUP6QUM4EsnAdV+LggLtW8qPptz5YnuLJ4qG6yqOXz67rbHKmN5UeSZVeuyaOrf0ng8QxCM+Mnhcst/QxAe8XlqcCDEMi46OzsrKGjdu3IYNG+hswqioqMLCwuPHj7dYa609JsJOV1mGpKhzherfblTtvVNDh2jH+4u+eTx6aGR7p1c/SGWZb/e+fvL6Ti6H//SENyb0n996S0VFTdHHW58vr4vh9vUIfvHxj3tGD27xwOyS1I+3Pq8x0E41dMH4VdOGLnFi5A+F5st8EGZr6js/KtJsIQwRM0fELp7ajM2TIsmM9bvLDtksqG4xoX0+WcJ1e9CIxMozabc+/JV+HffStPDpjSQOZny9q/TQJQAABOmx+qmgMX1NWvPFLddzz9fff8N6BQ9b3F/i1ZxlkqSoCT/eOZFbCwBeIs75l3pGijhbX/rTrLMAwMAFfZKmdAcAtdrAZrNan4JpwcnjObV7Uiv9TmV211R4mcopQMpd4gikMQceAlaWWsp2p1xdZw4KkXgIJV4iobtQ7CEUugmamcIfBIOVWH6wYPPVSooCAWkdrM2dR+S6VzmWVnGLiXGN7lJ+/IR9aSgKCsgJvi2XZwJAUHjfZ1acvT+9naKo8sIrt1O2Zt7cZzXruHxJt6Rpif0XBEf2b+SKo6jq69fzd+xUZ9fHziBsdtCIEZFzZokCAhru++7x4g9OlQCAgIPeXt4n2tu2oMRNJlVGpvLOndq7Geq8vIaTIspm9/3kY8+EePsWTW7ZlVfXkVYMACRh/iiXjRvMVoPZojeh95Vb4/eIGfTOfJ5H2zy+DdEVy8qPpVT8fcMea0PDFvA8Eru4x4a5d49wjQlxmBRbU1mmxYkQABYvXhwbG/vrr7/evn3bYDAIhUIcx/ft2/fGG28UFRU1P3LGR3gPhUrT1tSq325UlaocU3AQBGYn+n4xObKhaeXBqVKW+nqENDVLOe0jvJh+6PPt/2d/2ytm2Kszv3ATt2ymuJZ16utdy4xmmx5P6D/v6Ylv8jitDTSoqi1b88vT0rpn5PHJTy2ZugZBOsC024yP0FStuvXhr6oM27UR/fTELvPGteY7G0aWciRC775xvsndvPrEcl2cCQTTlciuvPQlbVPyH9oz6d2nG52JKYK88dammutZAICyWcGLZlw9VmbS2vRT6CYY/Ey/6EHh9x/owNozZa8fKQQAFEFOLu4xsos7AKQfybrw8zUA4Im4876bLnDhN+MjbArMjB/84Lj1ZpqLxeZhKhf7yQQhnhje+pkNQRGhm0DsKQqI9R0wrxf6sJsDH8mQX/5sXa+aTD55j0WX6+YWNHJE0NgxktBQANCXld9dv742IxMA5K7l5Z4FAMBi8xa/mdJ8ygFmMVy7dKzf4An3m0ApijJWVqqyc4r37dMW1t+RUTY7aOyYqFkzBb6Oipom1SWvT6ONul9NiVo2pJFlJQAQZnNtZlbt3bu1d++qc/Pil74aNGqk/VOrRn9p8WemahUAuEQGDvj2NRav3h1bXGP8ZtN73iW/sUgOi2QbwWWj+1KBV9yU7t6Tu3kOjnBz2gZG4YT8akb5sas117MognT4FEFRSUSAe7dw97gwt7hwUaD3Q/ERwr1Ft8eNG7dgwYI5c+ZcuXJlxowZFRUVzY+5fXyEj3r3CdoEuuVG1aVitcP56O4nKlWZdRbbY5eEx3pndNjSIcEc1gM9vVIUmZpz9tDlX9MLLs0dvWxWA5NLQ5rvPmExqBGUxRU4KlCVsnTphon2yYzGVez5f0+sbdTDZx/S9lPrdp/5hlYJLpv34rSPR/Sa3rYfBqA3aT79/YU7hTafxJDEyctmfsVitXfga6OtADCdsWDbyZL9F+hnZECQuDbGgpYdupyxfjfVoNUngqJucWE+yd18kru5RAQ2c2xDcKPl8ouf68vkACAK9hn0/apmXDK40ZKydJ22QAoAJMquFEVbWXxAIHZ4l0EL+/DFLT8nXS3VDvnuJp1j99ao0A/H24IgSILcvnQ/nXSYMD526HPJBEEiCIK2+iaIW/BD7x6ibl7lEfXp1QiCJG1YXiNxKypQVhXVaorL0NI7XLMrQrbKphIU7z9+5fDW/K7Wk/PLlsJdu+1vCQS9KYlwHzbyxecmcrj3LF4piio7cvT2r9/e8bpAIgQAhJhixz2zwX9IC0YRu8rhJpOupERbVKQtLNIWFemKSxyqi7F43OBx4yJnzuB7NfJsasHJ3l+n0nmTg8Jdz7/UE22FOYfE8YaFyiiSvL56oyItFwA4EuGgH1Y26q47dOqP1P0voqQVAFSI3yb+t2ZEBAAeQs6EWI8p3b3HxnhInC2hYFFqpaeuS49fpfW8UbhuYrfY8OinJ7g2W7aiNROhveh2YGBgZmbmokWLFAoFh8NZt27dI2EafZRJLddtuCjdd7fGoUqFj5g7N8l3fm+/noHiSq1l5aHCHbfk9lPV1Uf4zePRo6KdMfYazfq/b+w6dHGLXGOrX4UgyGzPST09e3LEYrZQyBYI2EIBWyBki4RskYjn5sYWNvJ4jpkNO98Zqq0pZbG5Ind/kZuvyM3PxSdM7Bm0K+XXotpiEwsN8I3qGzf6rwub6eQ/BEHG9Xvymcfe4nEEOgv+W1plvsIY7iEI9xD4CcmDp9+5m3fK9vPdA9+YtykysLsTPxAACALf8Oeqszf30W97xQx7fd73rV9W/hMQFqzkr/OFO05hOtv9GkHR+BVzgsc5RvG1SNWl9Ix1uy21jdQUFvi4e/eL80nu7pUU3fDp+35urtkiO3cTAFh87sDvVkjC/ZsXalaoLzz/GabWAQCGcg2h8f3n9Q3sEUyHknLEgmbsumoT3vOrGyW1ZgAYGO567sWeDR/2i2+UHf7kNACgLHTO11M8gtpg/8etxNFV2+HuTRZls7Nx3SR01od7t/ABG5YBgmTf+uvA1sUWsxYAEFLk5tLDoNSjpDtCuLAoTy/PRA7qa1SbTZp7pgpXf5dJb45yD3w46WW1GRlXV66mH18ob/8/BbGHhF1r2WIA6BfisnVurN3wSENR1G9fji4tvAQAAqs4TtoLAdS3f3L0gvlsvgAz6IGicKORIkncZKZwnDCbSRy3ajT05GesrGzqvsri80MnToiY8QTPvcm7xxtHij49UwoAQi4rfXmfKC9nLpycHw8W7jgFAAiC9P54sU+/bk3tKS269ts3U3GzCgCy2IN3c99s+CmPjY6Icp/S3WtSN0+njWG6Ypk6q1iVVazKKjGUye8/OcN+e0cU3FyfE7WixFCXvmXHyz+Gx7cZcjtB0e1H1jRKUlSXT64VKU32LTw2OinOc35vv3FdPR3WfOcL1S/vy2tY3uKJBO8vJ0eFuLfsTaEoylAuzb9z6cSdvama21ZwtM6zSHRyQaiPsZGv4rq59Vj+mk/fPg7bL21/O/3kpuZ+HYDEMyi0+3C3PuO/OfSuQm3LAZB49OaGLNuXY2mYE2aTBTohKP3FMDYhOcbXPdxDGO4hCHPnc9top1Ln5lacPbvjzm93JDahXUN7vfv0L+1ZoTsj7Vb3Xj0BgCJJ6cnr+b8epW1ENO7dI2KXTHWPa9mi2DgUpckrr76aWX01U5NXdv9FhHLYwgAvoZ+nwMdd4Och8HEX+HoI/Dx4nq4IghTvPZf13V56z8Q35geOdvzn3o+8QHHkrX3eikyUcrQ12UFYKFvIBwC+p2vcS9O8enWlt8/4LePPOzUA4CHk3Hqt9/0a+9e7x6UZMgAI6xXcf3G/VppGCSt+9IVNaHEuAAUACIvV7ZUnvHrGXFj0MYnhABC/anZa1c93rtkiNfhC96kLfoyOn3jz8i8n975urYtG9vaPm7pgs29gklFtyjlXcG3HLfp88kTcccuHhSS2dpHdFLjReGHJiya5HAA8E3v0+/QTuR57dleOvaK3kMv6YlLkkgbJFakXNh/Z8QoAoCi7h2Yoq6bJc95KuC4uLpER7t26hU2e1Hzy+LUy7cBvbhIkBa0rNdAoVZfS0977mXaCRi+c0GV+C2FrJXkXtq4fT6c8mruu2m2Y0PCuSOMuYBe8mewhdCZeASNITt09BNOb1FnF6uxSVXaJOqsY05s4EmHST295eTvvm4ROUXQbx0m5XB0Y+EjkWTfkaLZy4k+2wK3kUJf5vf1m9/R1FzRpxMNJ6ptL0v+dKLFPISIu681RocuGBDdalQM3mfJ//0OVm5spS093lZW5GKBB8WMeweqqdCt10an5VgAQYuxpeeEirDHpCBI2ZXLsomdQrm2RUZFz+cDaaVTT98SG8ERuPSctPVmTtTdDXgwjaqHNoXruAk6EhyDCUxDhIYzwEER4CCI8haFufIeCHfqy8spz5yrPnjNU2qqQpPkpUv1sz3Fh/l3fX7TVnoD4j1JbmfvnBxNnvnfcWmLJ+fGAPREQAMShfjGLJvkNSnhYsiwqXc21rOprGTWpubjB8fbhAMpm8b3dTTUqCicAIHTSoO7LZrUoorpQ+dd7x61GqxDX+hkKW5lwFjA8KfbFab/m6u3tHfYtjJ/avRH7WG25esdrB+jeFMNeHRSWFCSRtLAKMSp0p5esQ2ttFU/YEnG/tUvoanD2tQjBw9JDtpEoBgABob1nPr/dXopFU1t28PclRTm2IgYoyu4/aunwSe+w2Lyy2xXHvzpn0VsBABDoOzOx36yerfm9TZH+xZfSU38DAEcsGvzD93QNMIqCzVcrlx8ssJuCxnf1/HlWV38XrlYl3bgmiV7CDh63evDIVdk//VR+/ERr8/wAEAQRBgS4REa4RETQfxs1gd6PCSOTvrqRU20EgKGRbmdeSGyNUdQBQ3n1pRc+x41mAPDp3733h8+3JlDu7KE1F45+DAAoi7PwtVMaYfzBTMX+u4pUqdb+u5cPC/5iUpvvHp9cuP3+ubTRkYEzukU8HhsuaZgmQVH6MnltmVzcLdLD4+EUw3OO/7Rp9LGfbIm9K4aFfD6p8RKx9yPTWlceKtjewFLqwmdPT/B+qpfvsEg3u+ISFuv1d965VHH+rlctPdXZcTfzkqxh/QIHeEfH6SSw9vL/DJgBAAL5fov9nkTNBG404kYjbjIZKiqtajV9lCQ8rOfrqyVhYVaTbuc7Q3WKcgAITRg5ZN5anaJcp5TKpdlnL//Gspj5JCkkESDvmSZrBBFbBfOLOV3sW1zJ6gTTnQoRGMDbCN5G8CagDY97Lnx2lKdw66zuEahJdu58xdmzDQMB7GR6qy4HVdNztp9HyJrn/vBrqTDVA2I1afe8P0ZdVejGiXErrL+H8j1duyycEDwuGXnYgRg0FE7U3i2svpZZfTWzGaeIHdeYkAEblqGcFrynGpl279vHDCojAIjchQNHeFUevQQAJI7TucyEBbO5PO8DFfB+9u663yOCQJCXBwV9Nsbz1pVf8zNOBEf279JtbFB4X3sY5N/fXso+kw8AXqHus7+c0nwApzq//PKy78Bos45wgwKGbvg/ewwtbrScfvJtXGMGgCqP21LvG/F9Zj/25LcOtVQoirx29rszB97DrDZjtV9w4tQFP/oGxivLVIc/Oa2V25aM3cfEDH0u2bnwmapLl9I++Ih+3fP11QHDhzX8NF9hmrct61qZzcrtKeK8OzrMLX1pceZhAPDwjlzy9g06+EV5507GN99bahUsHg/lcth8AcJms4VCBEU5EjGComyhEGVzxKEhLpERkrAwtsAZe+aKQwVfnisHADGPlb68T0Tbq+HgJsvlF7/Ql1YBgCjQe+D3KzniVn0JSWBbvholLboGAB7ekc+/mUJbHSu1lk0plWtOlgAAj43mrO4X5tGGpi7fXM149diV+lsljzula+is+MgxkUGcf+YydI52CpbBMLzD64Q5UFxrjvr4KklRKILkv9GvrTp3oUj98r68u7J7SugGufLmJvk+1cuvmzfvxv/+t1t+KN+jQe1jQGLduo5PnN1/0HSupP6mcLcw5d2f5xEEDgB940a/NX+TPczSqNJkf7ex6uIF+i3K5cY+t6hYcSbrwjYA4IvcZ390QeTmBwAkSbzz45N3i64CgI974LpXjiBWc9r1M7f++ohtsj22U4BcEww+KJ7NR8vC4YwPZNlXqC5W7tjiQMC9qniu2tCuhuiEElySXlCrEfOVWJNJSwDgSVk+zd3hb74nj5gtEPgO6G+oqFDn5AJAoY/hbFAFQRIA4C7xeX/R1jD/rm06262HJPD9a6bLSm2hOv7yUTyLF1vIj5w9KnzG8Ob9dg8RwmI1ypQmmdJYpTTKlKaqWvqFfcnIkQgHb1ot8GvBTKKV6/a+dVRfawQAoZtg+kcT3PybtCDhRgtFEJjemPvz4cozafbtRQK3a90DpsWmZd/8E8fqXXF8oXtk3KiouDFduo1FKZetL/1pNWIAMOTZ5B4TmqyBWX786p0vdoKtchgi6ZM4+JOFCGrv8UtePPbpne27wiuHAACFEF7/F5s89f+a+rba6oIDvz9fVmD7f6EsTnyfmX7BiZ4e3TIPmstv254n/GJ8Jq4e0Wi5uGYwK5UXl7xo1WoBIGD48J6vr7p/H5ykPv679INTJXSIZjfi4gzLxwAACDLjxaNx3esTWtL+93P49GEe8U0+MVssWPNZ4c1zuVgz5LtbJEUBwHfTol8c2HabMEXdXLNFdv4W0L7nb5dLIgJaPMiOprbsh4/60TUBuvWe8cSi3+u+FZI3pF0v0wLA3CTfbU+2tqzo11fuLj+R0ugM4yHgPR4bPjs+cnh4AFAURVEdG0353/URrj5c+NnZMgCYEOt55FlnDGU4SX13uWLdhXI6DMEOiyI/rjks55+xz4J8rmhk7yceG7gw0Ktxp9SJ6zu+2/sG/frxIc8/PdHmr6bTJ2ovn8/a+ANuMgGAiaeRe+TTn45ZsqlL8jT69c6/128/9TUAsFD2J0t2eXrFv3Esf0tqJZs0jzMcGGE4wq5zTCIUR4eIr/hiVN0sGOsaO6LYDy+rso+HArRCNN4KIgBwDUAFIVapESszkmUYu4LkViKiKq4LhtgU19uq/axgj7dVi3K5Pn37Bgwb6tO3L4vHtWq0V5a9ZqioAIDKAOpEQDGdbi8WuL6z8OfYsN5OnHM7BG5lse+Z1cxKTfnRlFsnNtSwb9g38qxe/fuv6TJv/IPn/D0UMJ3RWKU0yZQCXw/XmMZXxpjVqFNXevhEmTTmvW8fpUM6uQLO1P+N9e3S2otIeSvv1IfbJCp7AW5K4Zor9bmBo455QQAACOIf3NMFm1Fz2w0A+BJeVP8wvoTHE3H5Yh5PwuOLeXwxj81GSrYflR6z1aIkEZZoWP/4Z+MNOoVeIzPoagx6RWn+xbKCywDQtWyK2OQDAL4D4nt/+HwzQ6Uo8vrZjacPvGtfGtbBdjUvZGl60W/E3rxJb43xCmncxmg160gSBwCewNX2HElR199+pyY1DQAEPj6Dv9/IETeZ5XKjXDtve3Z5tfxF0/NiSg0Aaezxf4uWPhbnNaenz4RYT1KpPvvk+xyJcODG5U1VS3Gu8xeN0UokfnmDboY8Isr97yWJDc2ZBmnNnc+3Cfw8vHrGeCZFC3waD7RpWH6h59sLA0b0auswctMP7dw0kzYCT5zzTe+6ljIXitRDv7sFAAgCN5b27hXUchXfzy+lrzp5jX7dP9h3TFTQ7ozC7Bq1w24+IsHkLsELu0cNjG6nZmeN0k4J9bW1eu8H84U+XMw4GbzmisKAAcDhZxMmxjrffJWi4HKJZttN+e7b1bVGDAFYLj1Eupy2z4LhEVM+WfChkN+C6vxy+MP9F3+iX//fE2tH95kFACqVQSjk8ngcQ0XF7U8/qy3IqvDOJFAMAIKjBk9+2xaWmVl8/a3Nc+jQ0CfHrq7hT3z3ZKHKVG8u68NXPFH+lYisr/sg9A69JSBKreqZI16eO3oZAojy7t2yo8eqLl0mMUzNjavl1IeMsiiTj+W6gKg391GA3JEErwmfYkHZABCMmA8MFcUP7e8Q4GqorLyydJlVowUAdaT4kFe20aIHAB5H8Pq873s1Uf++RSwmzaaPkyfMXh/VbQxFUZVXbxf+dVZ3s8TIq6j2vgj3dqEd99IvkX0mOSeo/bFa9Ds2TlNU5c5dcvzcN3l0KwkWhzXlnTGB3ZtoI9cYv51P275nw6Sa4lBFHErZlik426yNroyYNKymKqcg65RBe29PA4rnpnwfJRoP5RBhak+TlE3ajPxWlqDMW6Z23dPUALoGTpGc9aVvL33Xvujdp8klJk1tTeGBrc/Tk2hD+MbhQv0TQKEAQKEm0m8/6l5OUaTZpAUAHDPj2D1+WbGLb3T8hJiEx1hFppzvfwYABEH6rf3Es6UYCqOV+P6befqCfQCgRTw38jfRiQQA4CZgv20u6nozFQDEoX4Dv1tOByU5UFWl9vNzpuaGBSdf2Ju35boMACQ81p0VfRuaHxVpOTfXbLFHOwOAKMjbq2eMZ1KMZ88u9hxW5e38ayu/pfP2wqcPj3tpmhMjAYDje1ZcO/MtALA5/EWrzvsF2c7blF/uHsxUAMCIKPfTLyQ2/yWvn7q+9uJt+vWoyMADc8cKOWwAKFXr92eX7MksutzgsRsADswYNTm+IwsU/0d9hFtTqxbsyAaAcA9+wZvJTnik78dKkMeylIU/fFth3W+fBUvI4XfJed9Pj1kyoAVDB0kSH219ni5vzWZx3n/29/h76/NSOL73zXHy6nQAYJGcwJrukVOmd33maQNueHXdBIVGBgDuQdPSiRnpsvqyyGO6eMyyFvke/A0o0shX17qU46y6qoAI4pMwfNLzP/BF9Q+YVo02b/+Jcwe1FOVgwadcsTwP610ESARBOC4uXFeXu17RKyDBQgIAdPMVn1vc5/6GAKrs7GurX6drAeM9gvdKbqr1CgBgsdgvT/u0f/dxQn4b1moURcpry8+c/fbixV+AEkeaEkMqfUUmHgBgbJ3M7xSJWgEApyQ1fNzfYgIAkVfQ/LXXG/Z7e2SxmLXbv5taVnAFoXhuupWIKRAAUBY6cfWIsN6Np1TfT1HOmTMnNkhzTtI9d7i4OFie7K6vN0V4xEdGPz3RIyGySppekHWyMOtUeeFV23LKlCzSLnD4QjZp9TKVC7F6I7+O61nhma932dvoABCUNXzSu4PGrrr7+fby41cBQBziO+SnN1os0EpRZFH26SrpHXnF3erKLEVVDl3bjGONFWsWIWTdeg7BSVRFoBqSXUuiKgpVk6xakqUmUBWF1ms+SrFcTO5uBq8eIxcmvrC0Gblmk1pZlV9acPHUPpslRjhk066qbmlS27exKWpL5jH3Oqtyupv/V3GDSEAEHBa/QZQcisCsRJ9lQ4I9G2uL0RSHMhXLDhQU1kVp/vBEzOL+9fbM4r3nsn/46/60dNuZQBCXqCDPntFusWEZ63fTiSseCVHJX7zsdDlcArf+8sXwytI0APD06fL8G1e4fAkAZMuNCV9cpw3IR55NmND04mHVyWuf19UjfCwm5M9Zo3n3DaZYpTuYU/p7el5apcJXLKhY8VTzrbIu/nI957xjv+KJr48MiG1uCZ6SkjJy5Eij8b4GwvfRTm2YdDpTm2pV/NP0W28zea99LHLV8IcWu5GxceOW25vy3W23jFJyxB3yKQBEyGXdWNqrxdr8Joth1cbppVU5ACARun/+0j4Xvj+Px6GzdPOv7T/5vc1S4auKEpjdAEAcFnYsoCDLmG8Erxx0XgVZ/9zd3U/8xVB/l20ba+sKzvI9PROWv1pacSHt8HrcarvwvMN6TF29jyuoX68f/uR08Y0yAJC4kF1iqKwMttlkUxKPQMmoF5J9YwPtWWt/5ysn/XqLrh4Z7yc+u7iP530B1rKLl2599DGtafxhSTuQ89Uqqf1TV5GHv1eYv2eYv2do3YsQidAdAEiSkKvKy+T55fL8Mnl+eXV+eXWBFTMLMO6g0vgwtT9K2YZBIXil3ymMowEACwu94sEHQAYrjGyKAgCPAVNnP7e59UXmOgSzSb3tm8nS4usIcCSqF9nWrgCAIMiYpUOiB7f2Yfnc4Q/OH/mo4RYX95A+Q54NFQwu/OmUoaI+E0sU5BM8oX/wuH5cN4nFpCnKOVOQdaog85RJLkIoMUqKEEKEkkIvvaunDrXf7HGUqxAG17rcNEr2AFACkYdI4iOSeEvcAkQSb5HEW+Lq7xvY3T8kCQAsKt25eWvo8MXYFx6PmDGiTSeEwK2Fl44UnD9QWZRqIFlgnosSLYUcI7iVm2WU7CZZ9RVEEQQNCu8b0+OxmITHPHyi1IoShTxPUZWrrM5XyvMVVTkOCWrd+8ya/sxvAJBTbdx+U779pjywIG9VyY2G+xz0idoc2Lg/RcJjvTwo6LWhwY12iWpIbrVx6YH84zn1/SPHxHgcf64HrackTmSs22VviiTwcQ+dMliVUaRML6BPaaPwvdwGbVrFc29bS2oHVDVFmz7pTzfZsJ8NAFi8J3fz1UoA6O4nur28T6NT13tnUtecu0m/HhkRePBJ21qwKVIragoVmsnRIQJBc/770xsvZ/2d57Dx8ffHBcXbEnAduk/k5+cXFha+9tprR48ebc0c1wl8hAVXSjALHjssCh7SfSxNquv9dSoA8Nlo+bsDWtTXVpL9yy8/XV1vnwXHJz/12PC3J/50hw6o6REgvvZqL15LfSSqVRUrvp1Cr5kCvSNWPLHFz9tPJOLplNKdbw+1mrQAEDfoSReZd9WlSwCQ4V17MbA2H8YVwlgCbJokJK1PyVImG/PZJE57FgHAu0/vxJUr6Bwmo1p+Zfea3JQ9tDPAK6T71NV/8URuAFB8o/zwcar0YwAAIABJREFUJ38DAIIgMz6d6NvF26yznNl4ufCazazK5rIGLuiTMC7W/u84kFU94490umpJYoDkzPO93e9rAFS0d1/25h9tI5kx8TftgXJ5fjPnQSxwdZd4y2vLabdiQ/gE97Gc/p7G+pnbwrZUBFxAQQkACJuT+MznUbHDTlw6dOv0p5FqAwBgKKLrP+aVOetdxc7bwB8KBEakH83OPJVL0Y3UEeCJuABAknhtTa7FqgYAlHRh4QEAQAGFBp15+qOvRZKWrx2KJI7sfDWtzrpOAVLM7jVn2rKxQ6fSoaGkFSvc8XfBjlMNQ0xRNst3YHzwxIFevWLoB4W8rBsWk0Ik4hkLlVXbb1tkdXUDUMRzRJTXY7EEiUjc3MWufiKJt4Ob9n7sXiu2SDD893fsjTWaR1dSUnH6TOXZc6aa+imKRDjVvD5mlg8JLQhFUMLKO65zOQbgGOeFoCyHBoEOCMWeL72XLmxQjJCi4NSLX2K5JQBQKnAJNdlOyLfBPY834fIHADGP9dLAwOVDQ7zFjdxedBbig1Ml6y9IrXVLPQmP9fbosKVDguicXYtKl/beT/YqgO7dwnuteY6e3iiCVOeWKm/mKW7mqjKL6ZRNGpTNSl73qvPZsQ3ITPvzz5+eol9PenJj0qBnAECmtXb55CqdcPLTzK6L+t1TBYKiYPmJlK+v3KXfTo0N2zVzVGtSkFtTYq3FidCh+8SKFSvmzZu3bds2X1/fR2UifJAVYU2x8s83j+IWPCDOb/ji/h7BD6Hs9TO7cmhz/LxeflvntuC6aCV527dvOre2wSz45JKpH+IW47mTO//3d+UVziAAWDok+OtWlNvPKb359uY59ATQPbz/uwt/5fN5h7+eW5p+CgAknsGzPzzP4YvyDu+/uGPjD0HeWchUE9hsmwhQw1U5CysvemD14awIm9114YKIJ6Y7FB+58/dPF/+wRegExQ5+7LUdFMXe9upfdNh69zExw5cMsO+ceSrv4pZrWF0CZVhS0MiXB9mj+Pbelc/efoc2m/QPdTv5bC8x19EYkvnd9yUHD9KvI//vuf3qU8WV2dVqKR0u20q4BHty3kBPvW0W1IpqqlyzCEGpALPdHIc//VXc0HkAoFIZtKbS/e+NZmNWACgScRT+gUtnftWa6uH/CBQUpJRc+T1VI3fs59cURvE+s+iUb2D8gmUnBM22O8Yx874tC7Nv2QIl8lm9j3FefH/6kJcHOQYgGGWK4r3nKk7daOhzAgCBn0fIhAFB45MpoYAwGIu2HCk/fs2eOecWFxa/bLZLZJvjGEmcuLDoY0N5NQAET+ifsGJuMztbtVrpyVMVp89o7yuRLAoKDBwxImD4MKtGk77he3VJNYYIcERIoEKOXwTLK8iotuiVBgKvNyGyKbVXj1Kd6La0+HrzGbc8vouXX4y3f6yXX0xE1xH+IfekLepLq84//REAoGxWr9/eK970l+LCLQBA2KzQd54TxNUv1k9mVq9LqcqtbuDM47JeGBC4cniwveciRcHvaVWvHymUaW3eVgSBBb39PpkY6Sex7aPNl6a+s9le/yF4fHL3pbMaTbMhLNbau0XKm7mKm7nafGm3V2eETn5o6n1kx/+lXvgRANgcwbOrL/gGxgPAeyeK6VSKQFde3uv9hHWXOUXBC4cvbrqRTb+dFhe+Y8ZIehaU66wHMm1FaDkoIq4r2CbksngsFAAwDB8Y6uLSbEW9FifCht0nPv744/fff/+7777r0qULgrRqjnukfYQmrXnXykM6ZSkABaQXykJ7Tuned0YPNs/5TIxaIxa05grdvTrllV5tba7dKIX79m08/n79LNhv7hO95mSd25p3da/VpAOALG7iDtHzapbXkWcTxndteVFy/vaBr3Yupf81CZEDPNQqXhbdtAzJC/KXIbjJalRAbDEMl0N9CEAYan6Nyk3UlmBanVWrod1yAl/fpDded4ttPF3h5tFvUnavoV+H9hjt4fNq2t4sABC48J/6dppDsUdVhebkuvPVhXX1ONwEI18eFJZku9V+f7X8pf3ZtDZN7Oq9b34Ph4dBiiTT1nwgT7kKAAib3feD972SkggSr1FXVilLZcqyKmVpVW2pTFlapSwz1wUQerj4hvhGh/h2CfGNDnKNUK47q82lzapU0ML+4ZOG7tkw3Vxsu29iPBg879NegxbZhWZd2Hb2l6UAQCBwyUtoYaFTBi2aN24Vp6WlzMOlKq/m0q/XZTnVLe9aR8QQ4c2CZ0kCA4Dm50KjXrHt26mVpba2dqnsCUe5L02J9927oHtTxmDSisnO3y47cqX27j3p+QgL9erVVZNbZtXUdXcSC2KenRQyaZDThuXqa5k33vgBABAEGbhxRVOxsgBw+7PPK06fabiF5+4eMGxowPBhbjExZo0yfce6mpy0nk+ttJZr8n7bard2sIXC6PnzwiZPrsysOPbBXyaibm2BQOywqN4zu1RWXM69cyT3zhGLWevuGebtH+vtH+ftH+sTEOvuFc4XNlcr0d4nK2BEr55vLyQs2NWl6+l+QxyJcOB3K0RB9et1gqR23q7+6O+SbHn9dCjkspb0D1g5PESqtryyPz+lpN7b2i/EZcPjXfqG1N+FZOdvpX/6B33xIiw0dsnjrayFi+lNrUwZbCUkgW35cqS0+DoAuHtHLH4jhSdw1VuIqE+uynVWAPhwfMRbo0IBgKSoJQcv/ljXy2VuQtTWacNpw2lutXH8j+nFtU3acmnUHw125Td3V29xIoQG3Sd+/fXXnj3veZopLi4OCwtr5vsf3ahRkiAPvH+yIisTRN8jiJbC4inLCCADXHzEQ59NbmXsgEElyzizRVGeOXLRN3yJBwB8ea58xaECAEgKkqQte6AIfpqSI0e+OfAmPQuyKBgd0MtHq5cX3XTYjQB2DqtfgduI758dFR4VhXJauBFvO/nVrtMbAEBAUAOUJtrXVSZk35L4lcHAchhohPoJVcxlvTc68tWBoQ3LwhEWi1Wr5UokLH5zCbA39n9+ff9ndcckkIa5AOiolwfFjuhy/84ETl7dcfPW/gyb2iAw8sVBcSNte35xoWTlEZuyPhHvu3NugoMXgTCbr65crc7LAwC2UDjgqy/t7U8dUOlqVLpqH/cge1U23Gi5tupbuoEtAFUdk7Nw4ymdonzP/0aZDSoAwFBSwzMCUPF9Z0+cvV6lofz83CiK3P3eSEVZBgBU8NkZrjwAiAjotmLuhiDv1pZQeBB0Nforf6TlXSqyh7IKXPnJs3sGJwYCgFFXs+/HZ9WKchQBQKBnn0U+/tEEZgIW0nvy7PSr2w7+vphezYREDXjq5UMcnqObWa+p+uPbyXKprUDSZfYTp7jPeIq4mSv7+kpanuzNCnXFqRulBy+Z5LUOHyEIEvr4kOgFEziSB/Xup737Y9WlOwDg+v/cvWV8FGfbPnyOrfvG3YgQJQQCwZ3iUGiBQoFCoYUqd1taqrSlRqEtUqGCFIoUt+ISXCMkJCFuG1332ZH3w2w2Qgi09/3c/+d5j18+JLNXZmZnLjmvU46jW3C/H9/sdE211tReeH4hRweKC4W+GRmBQwd7paYiKMrQ1P2/tt39c4PL5t5MB6QOTpj4YtX+Y3WZmZ4zyCIjhD4+DVevm/AoHT+RAffEKpDwM2andR/ejXLZXaRN9BgaLB5QNseZae9xCiEZ65ZyapGk0XJ58WpOzF3kr+634Q2uOOfe9fKwGD+RQsiw7O7spk9PV+S3YWQU4ChJs0zLfOsv430+JvLZND/Pw2BpJu+73VVH3HmzfKW054oFHo14imH/+5Ko2ob7Gz/PIJ0WAIjsPqLvsFfCogf+fKOZ4yqS8rGS5X2UQnzp8avrr+dz/zI5Lmxni0f0crlx4qa7WmvnbA9tUbe8l5+6q6S5x1kI26pPeA7+L9oR/rMY4cXfbmQfu4yIfkDQ1mJtlooB5xCWjohMDx04P13ycAG2+pKbuac2lt46ytnUCt+IcUt3Sn3CYr64zql0PujjfkywDGuoMzVX6BpLmqpuFlygd2hkhVKKCbJTISQCVDsSGZTFOAJ7DjhNiJwSHHCRl5/UP0zqHyb1Dw0fMJ4v62jssyy76o+XL+Ue6aV3qEgaAIy48HvVYg2SwkKbnRbCjgyDTTMH/zviUFd3f3zn2Dr3dV09/UJfmrpyXBcR2Zq7dae+y+SqvPkS3ux1Twrl7rV2xenSj065NZieTQ3Y9FR8h4xcp15/5bWltvp6AOApFL590mUREdLwcFlERBdlXrTTdevdn5rvFAEAC1DteyVp3oz0wUv2fvJEc3U+APAlSpuU1RuqufZyVUjvEaszBo932o3V9zJPrHsOAFgEuaoSmHEUAHg4b2q/eVNHvYH/j2WTkjbXrX252Yfz6RZGAozA4obJ+fL8yrvHXXaL024k7eaHEXeljn2177T3bmVuPLrzVa5NROzQGYv34USrWaNrLPl93ThDcwUAAIKcwBdcJaYAwI5Z8dN7/A0qO4ai6y/mVB+90px1n7uWKMAr4bWnvdP+M7wH1pqmzOdWMhQNACnvzA4c0fvBNtlffV175gwAeKWmpn30AcZ39+e67Eu3N39mqu3oLEVxInbsHN/IjKKNv3oo/TyIe+2tkiKsKLNVstEvxmfIor5eYX+P6LHqyOW7a3YCgDTMf+BvrWzUxvvVV1/9ltu3efWM7f3Fi5qixkOfnuoxPr7PjFSuDcOye3ObPjlV0YF2g4ehrw8Kend4WFtVB8ruzPl8K2cuAIAk1C/t04XiQPecmVNnnrA5q0eAbPnQ8N7B/z3CXgDIvf7H/s3Ptd68QBoZN3JTdWymLdkG0snJ4mJTVV6j24qaGh/xx9ShHGXM3tymWdvvcWl0QgKdmeqLIQgAGBwU1+UdFGN30eGatQhlffv5L8O73LFd+OVa4bmOWaPj3h0e2L21pqit+oTn4P+ihfAfMMsUXig9tfYoKv4R0I6M4wDAUqHgGoJjSenTeySP7d6We4mmyJLr+3NO/dxUkdPhv4RStXzC+qnHMQBQi4nq9zM6JQh9EKTdpa3UN1fomit0TeU6bZWeclIAwAJ7z3c/wssKslGK9vQrKMbzCUqxFhbhDE6hlJVvZdCWSBiLCEmRgGqdzkRqv/6vf+MV05FQkXQ5dv68yHzjGAAwCLZa+WEl0bqJ8ZPyn031n987KNqrc4OdZdm7xwtDkgMVAY/eix9etaQq3y1SE5k2ffSStV2oGQCAw+zc9dZhLpoYOyhyxKsDPR8tO3b/qwsV3O8zU/y/mxDbIR3JUlV95fWlLks7lSgAEPr6yiLC3etiZITI35/bOjAu6tb7P3OCfABQ7X29yeve65+VXN3x0f1rewEAxYiJy/apg+OO7nz17o2dD96tnBQSNA4AFpy9qhYzLYs8D0F6hKU99cTb3UL/dulxF3A5bXknC2/vK2pVVECtPjHVgN1ururYLbvA0PnfxQ2YefX0dyf3LuOORCeOeXrRLq4URFN5e/v6iTZLMwCgGHFa+kYmORAApvfw2THroVIDXcOmaa44fBkjsKhnRmH/BknKgyjceLB052kAEKjlg7a+30Ga1Vpbe2GBezvY77tvFbExAGCur8ra8kXNrVZnqdQ/VBneverqcY/1IFR6Jz/9Kq1xlOz+kyHdNmjgsGEpb70BADV5ded/usoxEgAAiqExgyJF8q4cJBHpoX7RrSb7xUVfmoprACD+lWlhkwa2bVl3IevOx5vAnZbcI7uUoJyUUCaYu/EpvH2A/PR9/fvHy65VmhAEZqX6fT42IlDe+vUZ0lV97GrpztOeoKBP34Qe787xlCoeLmia+UeupYUTdViUavnQiKGR/z3q5oNbF2Zf3drhoB712iebU02Eeo7M7RH966RBnOH70Ynyj09VcG/JV8o7Mj8pLbiTXJj6mpyfP+/HMJRIol74zjW56nFrhB7E/wH1ib+LxlLt3nd3M7zvAa0HAAznDZz9ZV3x9ftX93LbOzdoP5YcovIfNOSFAf6xPlZDfd7Zzfnnt9hNzZ4mCIKGJA6pLbzCVQswGO830cvZvPTXBwav6TJvhbS5avPrqnI0Nbl1uloDdPaQGpW75GyWsD2lJ8v4ANkHXIkKZBuKWABA3X1M97FP3D2/qbzgLLAtmwOaEJNijHEPGBTDU2a/GTvWXcLlMOsayrMv37rcfOlHjCEB4Lh40hHJNADAUGRUtHpBr6Bxcd5daCJa9baT32bW3K3DeVifmakp4+K7YI8k7a7tL++12n9HiBvckeRRL/Sf8UkXzwcAKm5XH155GgAAgckrRgcltG6vXzpQsOGqe3OmEhGfjIxalB7U1k2qzb17Y/m7HinwToELheqUZN+0XnWXKppuuIPwtV636tRZMcnj48KHXdrxPndwwKzPk4Yv4H6/e2PH0Z2vcZnfHmAspnS4zYVGobNQLLO310f0EcqHp02dOGKp8AHfYwdwllbBpZ18kUIV0E0VFKf076YMiHbnT7Jwae+BO/vuIw5uMnUBfo+Q3mKYEpZ9aLIixhPwBBKCL+YJJBhPSNqM+rpiAEAxYvwbu4LiBmQe++zcYXcot3vqk1Pnby0vOr/rp6c5nxXBF2tivtpQEgEA3hIi783entSMvwsrST/3Z36YUrBiZJTgURnOfwuUzXF+zidOrQkAZN2Cgkf3CRjS00P3k7Pq65rTZwDAOy2t98pPKIctb++PhUc3My732kYIJQlTX4wZ8yyKE833c25vWqktyfWc3Cs6JX78otrDZ5pu3Rb6+Az88Xtc7H6PNMVkHcy7uSeHM14BcQHb1QKPEdjwl/pz9SqGexWXX1oNALiQP2z3J7i4YwSueMtf97cc437XCoONfG8AGPJCRsLImA4tWRYO5jcLCXRUTOsCRjvJqiOXy3aecWhbuiuCRM0YET1/nMd7vOZi5VvH7nNiFG3RJ0T+zpCI8XHe/4WaIIahqkouF+UcKbp7VN9UxgB6S9DvrGSsA3GPKQG45gVZV81cIJaoGJZ983Dpmgvu4R+hFh5bkBTj04mxzrLMr6sG1ZbfBIDoxDEzFu/7d27y/2/qE3ajY+ebO232bwGrBQAUI1JSXwN7aGjPbrwg/r3r2woyt1Fkm9Aro2Rd/RRBJrPuattlkieUdR/0TOKw+TLv0IayO8e+nWUzNQEAC8gB8ezvP/qkgwIZADA0U1/UVJ2rqc7VNBQ3Mw8pYgUADKkmxbsItDX3AUFwAkt1mHoCFQ4AIuSCEL0GAAwrMTALw3pFjHx1kLbp/k9fLPS2uz3dKIqHdBtkKyxx2SwswtIoJQmLEAT4N1flcYTaHtQQYauUK4JV0nlpAc/1Cgzq0qQFgIo7NafXXvSImAOAX7T3sCX9H5Zze2nzzaxDeQAsT7GXYtxrYdqEf6VPebvrCx1bda70agUAKAPlM9ZMxIjWFLIX9t/beL21WDAlQLpuYlz/sNYbII0mUxknW1puKi+3VFQy1IPpowhQvsC6p8vmgLt1ots4g/p5x5kaKrg8+JiMp4Yv3ND2fwzayv2b53noKwVCBUbwBBYGsToBABWJZYmpxWZtQXOFvf0sggHE+3efOnJpSvdO5Ittpqb8c1vyzm6yGTvmvCAoJvcOJfgB2mqgbcEs7YsgdiDuAJGLIM6ObaUSJ+ayOLQMsDjBn7ZoZ7eE0W1buByWfSvHuV2+YsWT7x1T+nc7c+D9SydWAQALCD9ikqPqNEqZAUAkUUeM3TrtCMqN412z459K+Yf6HtUGx8QtWVkaMwDEeIt/nRrfL+w/kKTtQc2J6zlfbvP8ieCYd6+4wGFpknCvS0uWsDQNABnfrDY0F2dvW23Xux8ygqARQ6Ykz3xdIG8NirMsU37hYM4fa+z6prbN5II475QEdY+OU6Gp0ZL567WKnN2AFbH2OdB1JRYCvaam9JneI+fL32tO3gCAkHH9EpdO76Qly154eZ3lXjEAsAD1kig7LlMGymetndL1FWgHWXnoYtmuM059awqxwEvRffFk/8Fuz6qLZl86WOAZRGFKYUaobHduI9VmUUz0k7w9JPzpJL+uq9H/g9hz8/LSU7nVDvdIR4Dtbc8cbDsuZKwxSeMmLtg1d2fh7mz3u0sLlh6Zn/SwWPXNCz8d2/kqAOCE6JlXL4dF/mcS+P8Z/nfFCBma2f/hwbrKlQhWCQAIgirpUbKaVp+40EcpjvPR47lVVSddTmunJ1H4RSaNeD4qdTJtIu0NOluDDgGQpvpv+WI6Ya7g2iQNX9B/5qdcfZWu2lCdo6nK1dTm1bscne9R+DiJOxt5tIHHNjlEdy1iDQvuZZLFib5T3o4fOEsgUTnMzvr7jTVZeVUn3wSWAgALM9bJJgCAKkgx9p1hzTj66icfDjft5IHb1JV5hdr1jS76ofI9FODZfX+YMWTA8G6qRzLg0BRzddutrMP5D25hMQLr/VRK6qSEDiz+2kr9zjcOcav+qNcHlOV+VnrzMPdR32nvpY59tYvLWbTW7a/sJ+0uAOgzI7XXtHYT0PGi5lcPFd5vbhHCRWBWj4Avx3Tzl3YSzmQpylJdYyovN5eXm8rKTGXlTp2OZbxJzOXkax38ZoegkUE71hR6hyZOefcYzmtnGejtrl059Yezql4fGjE8xr1Pteg0299O50yoES/8GN3nScplP3pizambO2scJqb9vCUnhIOTxswY/6FIKAOA5qq8nJM/FV/bR7cPAD8+WAAKpUnM5cBcBsz7LG9WDHW9O5o364U/IuM6WXQtuto9H4+2GuoBQOYdOvWDE0Kpeu/Ot3+9WnqTeKIZC0KB9qarQ4n60RmjNtxyaq00sPBMqu+2xyZE7oBrVcbJW7Prza1PGEWQlzKCPxvdTfxAJcw/BMtmrdxSdyGrA08KgqMsYwDULO6uJsXm5vvZno+8Y3v2nPeuKqLzL+WyW/P3/lB4bCvjIlFaJLDFEKQXLuHFPDcxZExftL3ufEPZnX0rxzG0KyxhsV/k1E5PWHiuRFfjJsOM7BWAXDjB1VwO2LhM1pl+es6xgou/XAmw3OdTNgBgUKxRGObCBKPfHRPWq2NyLMOyDMuCw1Vx4EL5n+c8ebkAIPRRRs4YETymr6dGQm93TduWc6bEHXvrFyJf6ZvJWupDJny66kLFplu1zjaFIpFq0bLBYc+mBnBlyhTDmhyUwUEZHZTJQZmclNFB2UgaRxGFEFcKCaWQUApxpZCQdZmo2QFam+OdUzd+vVPkyfdRYlQPfWZf518EuLtNgffiXVY3neHTKT5bZsQ9rHLaYmrY8FGyw24AgP5PfJic8VLXdYT/0/jf5Ro9v/FC3sW3EIwLjCNeunSJJazTlgxKWpQVJkkhxXrSlBG5MNpXlC4wetmbDB3KpBCcrRK5TLKrYtQtTRee+sSIRT+eWX+j+HJ5JxdAQCKiJKget1TgljoUHABgEer00moacy+WLIBB7f3SuycVqnaDJPOrJTU3zwCAIjReFv9W1pF73LLEl/BGLx18zAYf7M6caf2pmyv/Yc/BgQiribBGYVRQRI9xg4cOTH6skI+xznR8zYXGUrdnWKQQDn95QHOF7vrOLE++hk+kevhLA9ShLfniLOx9/5jmXgMABCcFTPpoFE2Rx9fPq8h2+9n9E4aLhSKX08bttp02I8uyLE2RDgsA8IRShc/Y+2cVABjOw2Z+O1nu1643kzSz5mLlyjNlngiHTIB/MCzilfYJrqTdbDXU203NVkODzdhoNzVZDfW1N69YHDUs8tB9OQ+TpqW8qI5KlAQHS0KCEbH0+P3mrbc1hwuaPNPE4AjVxyMjB4QrAeDanpW3j3wLAFKv4KnL/iKEEi49p642d//Rz6+VXjF0WA4BxgemsXp9c3lu2+MSVUDisOfkPhE6TVFNXlZDeT5NNcADYsschApvsV8oIyQMplpdU6mOEm8Wf6ZD/QFAxodpSYGzUv0HhisfNHGaKnP3fzbe5bQBgCy059XEL37P0Xoe44PAEXRKok9GqKJnkCwlQPpgHWcX2JZV9/yefC6vAUcRAY56LhShEv48Nf4/GJEiDWbNuTu1p28ZCio6fMSgDhe/3sWvozGL2Ms/ZfaboX2f6DpWDQCGqrKbn6x2lgHShhRQ4KWInDnCsxw6zLrdHw0za2sAAMN5U9494hPeicYhaSOPrz5fmVULAApng8peCwDK7uEZ65c+2Pjmnpxrf9wBAIx1hdiLkbZuKkCEPgqRv1ropxb6qmr5RKbFekij7dOge6KqEWnDCyPyV0fOHBk0Kh1tQ0JWorWN25RV1OQ29GcnqWeYfiq7vh9B0CnvHvGL6lVndq7JrPzpeo3Z2drrVCKCh6EmB2XrUi6mLTAUUbYsjSoRsWpMdIJfJ6mbFtK1427pO6duaFvuXMzD3x+UOiG6W/Lqm0A7hpOb0qmDAMAAtoX/RSWW8HyfgO+fjO4izXXvr8/m3doNAD4B8YuWX/t/zoD4X0qWoWn6kSob+afvnd/yPGBuz6Falya1RAGAC0EvKIN9SGu0TS9ozwrBIrRZUmqWlAicPjJzNOF6RFYIi5DNXpetQjd5NA7+pOV5YFrfPc5YhUyjkG4Q0o0YjQIrA0YMgLgInVZ9x8FrjT4aCKzcS/nh64eDfdrFGutzr5z95DkAQBB05Ge71FGJ9y+Vn9lwiQtRICjS79m0FVr2UF5TP8fpyfbtfMYGAE5UWIWHVeHh1UR4FR7uQsSpbPUNPMFM4UICXTMh6pFUpUWZped/ukq2EG2HpgaNeHkAl8yprzWe2XDJU8SG4Wjak8lpU5NQDC04V3J63UUAwAhsxpqJykA5ANAu59FvZ1Xnn+/6ih6gqBdlGwiuXiHJIRM/GPlggxqj482j93fmuGl2EWCHiSvmSO8IrdU2Y4PN2NjO1/1wsMBSKKOw+IidCh4pxhm3y6VY5HtW1T1TGWvEOncaZ0jIF/iaaEtFdvVWinUCgMoU7M2L7fXpx/Io9+ujKecJUmfQAAAgAElEQVTJM+uPX/u90qq3swE+dizZXixsv3fxi+qVPHJRRM+xKIZXZdde35lVf59zzTEI2sxiGhDn+kWIaIeZtFsieo6JyZjmHda6S64zOQb9cL1Y13FfG6wQzEj2m5UakNh+Giq5c/zEurlcXPmWIGOLfDELCADgLEkhXUUBxTzshT7Bbw4K831UsJBh2fdOlHxxvpybBhRCfMf0pBhv0YsHCk7cdxeMIggs7B301Zjov7WBeCSsNU3VJy6X7znFODtuGviBorjnpgUMSkXQR8Qp6y/l3vt+r72+Y+0HB245DB7T5+jaWdV55zzHZd6hT398ti2toAcsw17cdCPn6L0QUz7OOAEgYv7kuGfak8OxcHnbrTv73RQqQQn+A6dF33xrA5dE+pgQB3lHzRwVOKJXB3XMzHL9lK3ZWpsLABAEPukvj7nzgaccyys4ftpHp1EMBwCdzbX+StXay1Vc438fKhFxdF5qnxA5AJic5MXK+syKuszKulu1zVSbTIgp3cO/eaJviFwCAC/vL15/qQYFeo5jWSiTDwBmRKV44vB747vKPistOL1t7TgAAAR57l9nA8P7sCyL/T+VJ/zf4hqtu1+379OZgLpZMVX6HjJzDABkyf0cE0fpZbLvL9diLBthNyTYdNOkTp/GekdzR0WP9mABcQFQgFDACKGN5KxekW2UuWs/gVEytvlCFyuia4VUA481A8sDRgqMDAADAAYlDfI8s7TE4wvFaKHKkCy2hqFygTIsSBTkEzSyN6dSxtL0sTcmGmtKACBiyJSEBZ98eb680ULaTY77ORqSpFkAO4YK5cICCnHSjILWRdGFVVhYE+7HzXEqyjjBcHKw+RrBusp5Id95Pd+EewHApASvX56K7ZTM1+VwXfjlOqeqCgAYjvadldZjfHzb7Q3LsjlH713dfodqMSG9wlQD5vU+vuY8l9mY9mRS32da+25Fk+HHDyYF2x+6Z+3kcbNycA4e/uIbsYM6z7k/X6Zb/memsvqvdPtFNd1JMnCnEPJ8QnoNsTp1eXkHKaADA1LTFTMar193NGubCek5VdxZZVy1oON+JdzeFOTUX5FH0Ujr6Opprpit24EL8gAAY/DAxgSeQNrzw/e9evSw6DS15Tk3s25Ul+QwzYUKquPtOXHKgbuC4gYkpz/jqx58aVNO++p4yim6EjcqYMRT73SQn/Wg0UIO2XjrXoMFAIQEGqoQFjZ19O0n+klmpQbMSPZDEPjpes0vN2pjGw5ONbtl4f4ST66Nnre4T1CkYW9i3/k3ah2zd9zT212AsAjayTgWEdjC9KC3Bod16osGAAtJz95590C++4tEe4kOze2hRhiCwGQy0ebbtUuPFBns7g4TrBD8NKX7EzGdF+HVmZ3ZGnO2xpylMQXI+Ev6hnR7SDIzB5uuoejo1uJTuyi7BafkhNOfIH0Rpt2yLfRThU4YEDI2o9NCRmtNU/76PZ5cYgAQh3g1Go9jlJTvCEfo1lOZ/Yu1xG0AQBAU5wm4TXZkr/Gjl/z2sNu7+eOpxt2HAIBBcI1PyvDXBkemu9MjWZY9v/Fa3gn3BBKWFjzmzSEYgTVezSs6cNFUUu80mfhdkiVViwS7g32Ch/VcOTI9SNYuOWvzLc2iffc43jUhgf48EHX99ZpVX9e2Tf8ZnySPesHzp4WkN16vWXOxotboNrB4GCoTYDI+rhASMj4u5WMyAS7mYS6aNThcBjtlsLv0dor7vcO9CXB0TLyg0tSYXa99MEMnSiVbN7bf6G6tuZ1NFlfU59dMDkrK6hY5lnAKVmHRg5599ZhH87kDKJf9h0/SdE2lAJDab974WT88DsVatdGitXe0IKNUMgnvP7OV/CcLoUajmTNnTnV1dVBQ0NatWwMCHqH9SNNMY6PR3/+h9A1WnWXbv6ZQbBb3p8KQqDDFN/JE+f0HvPjisEi1EAD23W2av6vQ8+bGxKk3DvOD0ir9vXLj/SoaME2pyYXyKITgQaOCvAcIBQConCeI9rKKpJeyBSkGp7QlHcMsKdGqbnN6PQgrkNrkLMIyCDAIyiAMi1AM6mQRmkUpBmntKwhgMlO0whiPsO1MY1ws7Pvdq7KIwKJjv9/etBIACKHEZ9me+UdrSrWPJj53g0WAQYUMuVD7e2+b2wC0oqIf1HOzhIkAECTnb50ZNySq3WNsKtedWHPekyCu8JeNWjrYJ7Jz8hpjvfnMhku1+fUdjst8JM98N9nD19NkcQ3ccKeiQRvnygGA9FD58ifiAQAj+ARPCAA4X4ThPJZhSm4ezDnxo93chuAYpL2nvJY8cj4haB3hLoe19Nbhgks7NEVXOy2bQwDDKSFKC3BahNECjBJhjACnhGH9h6UuXwgA6z9K1DWWAMCU5zZ37/n0ofzG787dv1hr7+A2Vbssg/WFQ/QFYfZmANDwlTv90s8rYz0hQIylPm1+XcroAEDsUOIU3yKgXCInSnZOe2ZGZfeFvmK02ItqacCiCv27qMvT52mn8Jq0W8WE577imKY7hdbmGrrxVm6dGQD4OHpwTo9R0erbtaZtd+p25dTXmduNcBRBEAQ809A085ZBtpMAAAgy/Pn1MRlPcccX/ln08zUNAPhKebdeS9OYHVkac1at6VqVsa38iJBAn+8dtGxweIdK00q9feKWbE/LkdHqnTOTlELCYLDiOCaRCABAY3K+sO/e4YJWs2BOz4BvxsfIBXiJ1p6tMWXVmrM0pmyNucHSvnwWQUZGq1/pFzIqWt3B62uoLCo4vKny8lGGat3H4LgoafpLMmVyw8W8+gtZXMUhB4zPCxieFjZ5oCwisOWJkyXbTpTtPuuh2eTJxDELxgePzTj+1mR9RSGwWETis5Y8k1NrsgvrGrwzuZEeFTM1YvCIkz8t4v5r0LNfJQyd1+n78jAAGPi+OmEggiB9n0ntOSWJoZnT6y8VXXCXJ3brFz7ytYFc0L2gyfDV2dvHy2rr7Q4ew3g7XT5Ol4+D9HaSwRQbi4Da4TQT+Ea17LxKxr1aEYH/q1/SW/2TJTyCYdl3j5d8cd4dpvGT8n/rWVe1/y0u3R1B0IDYjNqCSwBACCTPfH5FrGxXA+2kmFqTU8rHZHz8kYTGbaG3u+41mjbv2/9HnY8NaXGoEE2AtlppKILE+yifToj8V78kwQOOvZWnK9/7qwwA4rG8ada3OcXmAaOXDZ24otMrnju0IvOvzwFAJPF66aNcoVhlsTgoilYoukrYXnAg89c7hR0Onpk7buhDlIfXr1+/bNkyoVAIAHPmzFm9enUXJ4d/thDOnTs3ISHhjTfeWL16dV5e3qZNm/7uGdqCpqhf5o+hEPcqKDd1lxhTbkQnjnt9UkZ0O/OzQueY/nv+9So36W2gnP/HrO4DIxQAoMvLv/Dd4RqtW5LDh7wi4JWCN2rVtSYusoAzaIq3zZu2UgBgE2qava60Xee6htw/4V6TQ2SXyx3iQCxIZMbbekIEXopeXy44uWIaaTXRgF0e+PEvGtmDJlXnYBFgUE5xDUeRZH/xZOeF8OzNwHD3hv6knpUp7gsAKIIsGxqyYlQ4gSEsw2YfuXd1+21P/C92UOSghX15DxBet78W3D1ReOX3W2QbtcJx7wwLb4ntmxzUsB+zb1W3zqQIApdfSu0b1nkZr8tpyz+3+c6x9XZT63QpkKpSRr6YOPy55sq8gks7Sm8ddjna7X5ITHKFn5HHTzVgKiOqcIFwZFPVdE2xyuUQB/uoU7qpk7upU7rxVTIAqCy+uHnNCAAAcZBw7PEfrtdV6NtL0PGwKfE+00J5PUFvr6mx1NRYqqudOh1PJucrFfUyv5+d/kdNQo7muofjxnzjd109IgAnKqwmIq7y+98WZlCA+yJ3n1OeFlRlsgwtsA0XmZ8EAEAYUnCDVJ4bPGlx+tCXUPShbkO93TX859t3ak0AwMPQPbOTx8e1I+U6U6LbnlW3P7+xbciHQ5BcsKi3f1zW+/X5ZwAAw3kT3twTENP3ZJFu9M853NjdNzdhcmI7d8vpYu2K06WXKlpdJgIcXdA7aNngMC7l+EqlYcrWbM/q9Uq/kNXjYh4W0fkju+7VQ4XNLfwgSiHhopkuopVt0c1LtLhv8Ly0QLkAN9WWZv2+qvbOhbbGEMbw+E55/882eCW5xRycOlPV4cuVhy85daa2p1InR4VNHsSyUPDDPk/JHYIgwWMzYhaM52T5Ss/uuf7DewAg8Qkau/pI0Z7DmaeW0ogDAIQOP9/GQQIvpSu9rvTuQQDACP7U9497hSRAeziaDGdnfsjSDCCIMSpd2+R+SrGDo0g7WXa9ivszfnj0kBcyuKqkvEbdkN+ONLcXhVBg+FM9uk2NDx8SHoC3+HhLdKZlJ6/vu9eSl8AScp4s0ce/0cR40sqS/SRfB2QWHV/DPSiEJ6aGLi8WR4efXMo3VwMAGjVYNekLhYCvEPAUAp5cwFMI+A8uUV2DZeFcueb3UyeDr26PtVY3El6f+y1uJLwAAAE2ki4IDlH2iI4ZFObfP9RPJXwoX4eNpKO/uM6ycHRBkjl3/dlDHwEAgqAzFu/rkA4NAM31RT+u7MUlnU2a82tyn2ce824fuRB2UJ8YNWrUqFGjJk+e/Jjn/ycLYXBw8I0bN/z9/evq6tLT06uqqjwf0TRDkhSGoTwe7nLRFEUTBIZhqNFo5/NxPp9AUcRuJwFAKOSxLOtwuBqKio+uGcsZIGVIPx0zqO+TQ2cNj+PzcQxDHQ4Xy7ICAQ9BwG4nKQY+Plu9+kIVd9d8hP2imy294qruzh0ApIHf10lgAiSXj9wDeIi/nsX4zkC+PQJhCCdP1+idSWNdBah4QqlEGRA2dN43F9Y4SCsAJIT3XT7rV5FISGqNTfcq8lf9QdvsAIDJUT12pobntTFwfgnqXpLlAvxf/UO8JXwBgfEQYFlWn19//8x9hmaFDMugyGmZvN5Hnh4i6xeu6B0sSfQRKsQ8HMfq8m9fW7vUrmsAAEDQ3/3mHid6cefsFSTdODSoaPutxpKmlpsk+s7tFT+0G4ahTqeLYViBgEAQxG4nEQQEAh7DsE6ni3svFEXr60yXf7tRnaMBgJDUwPHLh6Mo6nC47C76yW2F50r0AIAiSFKAOLvWAgD9wmSXXu7Z8kJxHO94FYp0XN/xfeHVXxCktYAPxXCmvY8IQTG/0D5YqQyrkZSI1dsCY27LW3P9BSi82DPgrRFRch7a9ip/7Vh49vblG7xxdwUjHUzraEcB+vmI5/UPmZzgqxDzSJKiaYbHc3cbq9WpUkkAwOEgEQSpMJMfnyrdldvAssxS3YpwVzvtCzsiqiFCSWVsYHhyeo/0ob1SC5tsM/7IyW2hyOKDaUV/3hC+6cbPdpbGAcAu2R+SIR4++Su1T7DZSTUaHRYnQwIY7VST2Ykg4C0VqIQYyrILDhTcrjUBAI4iO2cmPpno12EIoCjC5xNmh2tfbsPuvMZTJVqKYQeFKRb3DZmc6EuRFGm3/PXNFI4oji9WjV52pN/W5iq9AwBmpvpueTrG5aIJAsNxjHsI3EA7lt+w8nzFlarWN8LH0Xk9A7qphMtPlXL5RDwMXTshZlGfYM8LJUmKJGmCwAQCwtNt9CSzZP+9vXkP5UpVCokeAdJEX3GMt+h4se5IQTPTZmIRE+hoUV2fgk0BjlYKGLEsEOoZnBKokpNTVnzs6Zzcd0EBqk/drDpw0VRc1dkFAQDk0aHdFk9SxYURhHu2wYA6vGSo02wAgH5Lv7l+YjVHrIGzEn/NCIzmAwDgoI29YjZVAYDCL3LS8hMoIeTzcW4IsCxbvfNU8e/HAUCdGtPjo4XHVp2tuVvX4dIp4+J7z+zBsKxAQJToTAN+OdRgdRtnKh4vroFKMaBJmHDGd5MEIh5BYJ7OaXExF4qb9+RrDhbWm+woQMfdW6of9pR+g6TqIvenFlf+5DVbw/MFgG6O8lcaf0WABYDvfebeE7QjQRTz8Iwg30Gh/sOjAtMCfVwk1XbmRBBEICC4+dlO07vulW+8dCup6K/h+mys5U0ZcNnnfktqeP4AgAA7XXf4aV6ROrqHf0IvRUQii/JwHAWadNodDMOwpA1FwOlwuuzWu432CH9Vt9R+CIIe/v1ZjvxdIFQsfOeKVBnq6ZxOp+v370bUll8DgMjuI59csIcbAhaLE4CVSoXc7eE4RhCYy0WxLHhoWB65EHZQn8jOzrZYLHl5eSkpKb/88kts7CM4kv7JQsjj8axWK0EQJElKpVKns9Wx43C4mptNIhFfpZKYTHaTyaZUivl8orS0USzm+foqCALTaPQsywYGqiiKrq83MBj6+pfvJJsvFPCTd0nnsYAAsH5Y8/AI5ZN9khPlQj7CBgQoEQSprdXhOObnpzh4s2Lj5hMJTUVp5lIRQwIAizAkYSF5lg4Z9iiG20LTD+vUCfaCGLIUbSGhRwDlOYL59jAadVlFVQiLowxOCHl8PxGiJPhKtUQqQXE+BSKCwAW+6jXX1zYbNQDgrw5bPnMbBkIfHzmPh9fV6Y13y8q//p2haBaQQ/4+WwJTyJZEhsERqrWjI5QYq1ZLhUJeY6OJJF3+/kpNXv2xVedIm3upDkjyT54UH5USbLE4DAarXC6WSgVarcXU1HD3x9cstcXcNzkXu+gXSyLOsiMNxhEGI9ZSIeETqc54Ph0R4SqVVCRyX8XPT4njaE2NDkWRgAAlSVKNjUahkKdWS91XkYmqb1Rf2X5n4GsZobH+fD5Ro9HPP1B2stRthn85Ivip3kGxX17nZsyDzyUOChKZzXaVSiIS8ZuaTE6ny89PgeNYba0OQZCAAOW+D49oig4hvPPQhhWPg9Q7Irbf02JtQOXOq57seWliVHWP5I0WQWZ1q+0v5ePPp3i/NSTCVyluaDQeya/64tjxEjSpbe2XiGH6Gq0DDFYVTXcfG9fryWSZXKjXW61Wh5eXTCAgGhqMzc3muLhABAFPt3E4XFfvN6y705iXe2WhflU1EVZNhDfiITI7Hms29TRXJAzq4z19DotiXOesqtV/da16452mlhHCDuNZxtwzEyzrIkwadZaeikdIkna5AEDAunCWBgARTaLAAMBO74wKgRdgNCBuXtYwiSjOV+ot4QlYelCYdGZGKDcE+HzC21tmszl1OotUKnThREWDyY8HXLdpaDC6XJRM4Ni38gkuXOQUB7/PX2FDJD5i4t6ydB5DGY02hUIskQi0WrPdTno6J02zhXb2w1OlVyo7CairRfhPT0SOSfQXCnmNjUaSpPz9lXq91WSyCYV8f39FS7fhq9USs9mx43bN+5nVjVYXAPiIiJ5B8p7BsjAhEivFekd5OQymhjotxlAB0WFlduzbzPLdBVqDo21kgY233x9luTQxJSQqY+KdD74EmgKAtM+/cPkEteuccpFUKtTpLDabk6811By+WJeZzbbxl+ISUdzCCV5D03Q6i0QiUCjERqON65z396+/d+BnAGD9RAZu/4TxJr61z55nL91+0mUwA4CLMNUFnmYYEgDC0yYnTfrc21vG5xP19QbKSRa+8R1X+B+5dGbsuL42q/PsT1fKL1UAYgEEgJH0mJzYf3YaNwScAnzolqNVRgsACHHs9ylDekqkZz87Z222AkDK08nJT8TJZMLSWsOKs+W3Gm1FTTbmoVMuK0eqF+nWh5C13N8l/LBfvJ6xYK0h0tnaPenWLABoxlUr/V91IZ37IRQCXh9/777+XpNSohJ8VBqNewjc1Wi/vZSz535Fj8bs6U2XZJR7D0qjOBKVrnBo6zS1X/k8XyII446PM5yerjuMdMon8gBEfuGR4xZF9Rvw42d9TPpqAAgM6zV14RGLleI656VTv5zZ9xIAYDh/yvOn5erIwEAVRTFVVU0oioaFeXuGgFwuMhisLAtKpdtf+siFsK36xNq1a7dv3z569OjevXuvWbPm5MmTly5d6vrm/8lCGBAQkJ2d7ePjU19f37Nnz9ra2q7bMwyj11vV6s5joXfqmp//6tMyrI8RU7IPlKGiwCQoqSfig94aFi92mBuuXqu/clWbnc1QFIswDOqiUZLCHRRuZZF2X4RmVUZZunbsrM2FZIXOAQA/DfcR7t1DGfIJpBQFKwAAi/EdITxnAEVoSb6Gxk3wABiEveDnahAyACDgib54cU9EQMeqptrTt86s2v1tRHKWzO2hEuDop6OiXh8Q+rDKP2Od6cgXZ3TVLdMTAuFpwb2mpfhGtfMGN9XW3fzmBUNlEQAgKNbcY3FjtsKnhUqKRZEek5Mynk7BOosKuOzWvD0b/JL6+Sf36/QeAIB20VwVPMvCvF0FW266w4efjYl4Z1goACw9WPJNZjUAdPcV577RuRSnB4Y60x+vHaBdTuBlidSXHVYNTyiN6j0pbsAMmTgi+7Mt+ny3Rwjj8+IWTw4a3Ze7+pkS3fsnS662may9xMSsHgFHC5uKm9sFWRO8RKmljUnNJl4bt3PMoMhhi/t5yvndj67J9DCe9/wGy6oLFX5S/hMxXn38RXe//ILTxAAA77S0nu+/25amfG9W8bO7c2yM+1S+pHNenSHNdFJAN3dy6jbIloS+F/kkeLoljQHb7jVNS/b5ZmJUW7YtDsUnd9r1TTyxlCeWEWIpTyTjiaWEWGbW1x7+5mnOyazBQn6XLlm3YMLEhMeikD5drP3odOnlNs7SBD/JoTk9wlUd2VIsFgeGoQ9TSb25defF2yXhjgaF0+KyWFmqVfDSA0wgiJk7J2zihOJrZ7/788QhSOA2GR7M6RmwtPZ09fETAKBOTu7z1RePvH+H1lh16FLl4csuo6WtL/RBWJs0h14a4UBtNr67UG/g7C8Sh80HANJgubPiV21OCQBYxBXNavdL56jsuN/rLmTdWfEbAAi8FUP/WMGldNIUeWLdp+XZmwCh/SLGjHjxfZl3KABozLaBvx4q1ZkAQIBj28YNfDK1GwBkH8m/+NsNAFAFKZ75bvIdjWnqtpxyXSe1woEygUzIlhoaSdYe4ipb1PS7nHbPQlckabuU4wMUim5qWZRK3k0tl/IIo75BuGceSloAoCxy8p2gCUYHaXSQeodT/0AuCQcfsXBIeEDvIO+TJTUnS2vC7Q1z6s9G2Vv3uLL4voMWfST1DwUAl91aeS979vGmayb36jvEdOW55t0oPLSKqQNUEfGBg584eGwp5//sPfjFcL+Xco7cQ3HQVF+hGCOLOgMjk6ISB/OEBPfD4qhXpFqh+ndjhB71iezs1lJUs9ns7+9veYDQsQP+yUL47LPPpqenL1myZP369bdu3dq8efPfPUMHfHExe8uhHWHOylqetwaL0UOEhzneAzlrXVJ1qpc5j8ZIBiVpjGxl72wDEuGV8JICbdEUBAEgR5SKkwoFAHjz0LWUsalUCwA4Hxu+MILU52uyLjTfz+laqPO2l6tYRgMAAjAKIibPWOGf0lHxa8Ofx9++TlpacvdjeeyfS/p1WpHT7lZtrtPrL5Zeq2x7MDQ1qPe0ZL+YVoeh06w/+/E8fQXXCVALM87JxgFAOZ+/09uL7yvtFSwDABQBj46JkEB96m8GXv2BsDUBgsZOmJ8y41UU6yr3/fWDJd9muuls3hgcsmq8m9RUa3VFfX6Ny1F6HJryG7uyr+/KAgCeCBv+SmBoSgbOE9acuJ6/bo9HVlsQ4Mcm9awtt1BOauzbwzzUjkcLm94/UcIxm3QACvQQf+dbw/rWf3+R0/MTK0VyfylXAQkA/rE+Y5cNEz6Kc6dTsDR9d+06bl4GAEVMTK9PVnAKxgDAMkzm6UPPnC2uZd2FEATLzNVkTmjK7sJSJlF8RfikHGlLft0DqyAHKR9bMTr85f5Bnvhc3p7vc3etfdhpXZjLIjBzqR8siqWNfbnXxDcfqY7rgWc5nNDde9v0ROnflDMr/PW30t1/Pk5LGnNSKofD6a5qyBdGn/MdfQOLolse2HuVx/roiwCgz6qv1EmJj3kDjIuyN+jEQY+gzjn56eySkuPcpaL7PDnihR89H7EUnb9+b+WhiwDQrL5uEZcDAM4TTvvwpCowFgCu/WudNus+AETPHdPt2ScAoOz2kSu7VhgbKzwnQVAsqteEsCGLJp8qu9ekBwAehu6dPnJci8IUaXdten435/JxPNPrgzv1jpbCVjEPSwuSpQfL00Pk6cEKzgzSmG2rt64Nub0WZ1zcBaRDXkseubCbWv6gvHveuc0XtrwJABjOm/5ppsLPPVSrjZaz5ZozpbVnymo15k5y9KS0/emmy4P1dz39VuQTlDZveVDa0A4tnRQzc8fdfXnuwTVYUP+KfifGuACAEEoQFEVQjBBJAAAjeBhPwDJ0Xc5lytF6UYF/QIntjgNHRKbpfEcnHOsdMP+36R5x007xOAuhR33ilVdeSUpKOnz4cHR09N69e9etW3f+/Pmub+AfZo3OnTtXr9erVKrNmzf7+z9icmQY1mi0eTa5nTRg2eGbj54r16hc5gm2K3JXYZYktA6J1kKMHsJYaLX0+1iy5mj3yOhO5spaYehZUUamMM2GiiZp9UNNRgBgAH708y0WClY6TSKNHgAQFBm7bKgnN8RhNtTeyyIYJwCwLOOyuQ0HmnRoDDVHKk8VG9ybmEQ9Hq/HAcCne6+UmUs5jmy93fXSvvw/ct2xExTYKXWls2oLk16cHD51yOM8zPr7TTf/zKm4U912Ug1OCuj9VEpAd1+z2c7nE1U3i66vW4zQXL9EbdjEwrgRa0xIp29OSRuf1e/qbctqe9DmHZvx6tfdYzqnV/30VMX7x91fc366/8/TYtvuY784W/nO0TJ4QIqzU9Au+o/XDxg0JgCI7h8+eE5qzlfbmlrkOgFBmgWBJn7rRIbzsGEvDYju79bUZlnYl9fw4anS/Ab3ixCzplTyRF/2/Acrrh/9/EpDcRMAEAJiyidPqEOVFzZezW8RZ5H5SMYtH64OcWfVarXmhzkhOgHLFm3ZWrLDTdgtDgrsvfJTym6vPX1Gc0aUM6YAACAASURBVO68Q6stVPptC2XuwlQa3Bs4f5wK5LF+PDZQjPkLEV8e+ArQQIXAl480ZWUtLOZnScMBAEFg7YS4p5J8m62uZquryeJqMJPXq0y/3673jLzkAMkPT0b3DZN7so67AIk7rTyrZ6OpDIgeOv87v8i/ISh2s8bYM1D2MF+F1erEMFQgaJ9yxbL3Nv5cvm9/p/+C8Xkoj09IxBhfQNrNBlMRSVigpUPzJPLEaS91GzWjyuR6+WDhkYImAJBT9g1Fv0fGRfRZ9VWn5/zHcNqMO5cPsBjqAABjidnfZIlVvh3aaM7ezl213UXa6/1OkYQRAFSBsdM+PGmv0Wcu+BwAUBwbuusTk6ni0o73NIVXHnatAmG3U9KBZaKoHdOGTo2PaNvlLm2+efNw/h5v+RW5e95Ti4hNTyWMifF60K1SdvvI8Q0LOIucL5KPfPHnkMSHzh4sy+z9dExD6W0ACI4fNOHNPZ3cWJPhTFnt2bLa8xV1ersTBWaYPnda42Ux49414nxB90kL4ybOx4jOs2Bohl24795vN93evpHR6n2zU7rgGHIYtfcO/FJ8cgfdpiaYhEA7M4xiHy3y8+yvT8uVXdXbfH/j3unSmg4HPx6WluDTWjrVVn3ir7/+WrZsGU3T/v7+GzdujIiIgC7xv6WOsMZkTd6wR2d3AsCz8SFvCuvOnPi+ANVVi4gmiMuHqTZw/7uMtjyr3dvXchvBMFlAuCI0Rhka65fUj+Nh0tupRjPZaHYWbLjorNACAM3HDV4yda3bOB36Yr/4EdGe6667XLXidOnzvYMW9w0OVrj3E0ar7o+Ta07e2Em78zYhURmTfK+ZsremPopTR2VGzvgl32ZqiYL4MIbPxKRf5nUAAARJeefZwOGPOz01lWlv7skpu17V9nUEJviF9Q+ry6kvu1qBInYpugOHJgBAMKzfK19n8lOX7Ltvah+DGW7JfMpwUMS4nTAkwuOxbj+qDRXeiH9h5KQpE+LVbSVzv79cu2Sfey15Msl71+x4DEUop73k1K6y8/uFSm9JULfPspFcyqeW8P9wbCznMu0C1bmaAx+dAACRy+hH1UBLCJnEhI2iMBJ7wO5DoPdTKelP9fD4xRmW3ZFdvz2rLtZ+Vpz/Mc6SyemzifrpZTeqAABBkXFvD/MIUmYfzr+05SbLsADAExGjlg7mtIJLShqiojrOgF2j4tChe9//yL0ClCA8nOAkIqsVjayTFFzzv3QHnjNAWNfnwYGkwL1Le0ul/XLZjAfbXC43vri3yCPQgyLIu74FsTfXcomCXtEpitAYl9VsNBoq65rtZqOIsYkYGxeGZBDayrdQmPvVIyiWPHJh+pR3cN5j6bLSTqdH5OhBNDebCQKTy9vMSiyb9/0PlYcOAwCD0rL4cHXPJJomKafNZbdSTqvTYiStJtJiIC1GV5sxgrBAuGRq78SUf72hjIsDAIOdSvj6Yq3FBQC9jWXHFmeoW5JF/zNg2aPfza7IPgEAwCJyhzxt9vLYcZ3USHAq8CZ9ucbvFIvQABDXf6aPrX/lgUwA8B7QzRJSWnhpp0faXiBWpk18wzcyNfv492W3jraVvMd840ZMeyui55jS0iZPlyso1T6x9lpliz3RM1C2Z3ZymLKTF1Sdf+HoNzM5R6LCN2Ls69sVfl3pAQBAU+XdP1eM4BbOkS9u7Jb+0NxImmHv1DVnbV4pyT7uORicPiJ1zjti70eUvbEsvHG0aM1Ft8uqd7D8r+dSVaJOktIdFh0giECstOsb8/f9VHJ6d5vaGMTFRup5YqsoF2GFoeFDk3s/T9pdpI0kbS7uF7vFOeiV/v8mxdr/AfUJlmVtNlIsfoRg3l/F1WO3/cXdzm+TB81Lia6/e/XWn2svNt7KU2AFMLkChniCiGPChBuf7hGoeqj70Waw73rjEKeZ50H60z16P53i+bO42Zby7VWOkQhHkckJPkv6Bupq9u06s87mcG86MRQflT5j3tjl4HDk79tYfHKHluEdlQ89I+vvbMPuMch8fe3k+PiB4679ax0nHovxeX3WvKyIC3v8B6Wt0t/am1t8uZztrO5CKKHUor12bQVwa+Grq5mYwTdb0kzsmlLkr1VYnae+GLUkjKtMmlV2/uDoul0E6540z0r6nwh55pneIQvSA6K8hDuyGmZtL+Ci9yOiVYfnJ6Iu2/3jfxQe2cw08QT2KBozunhaimhmUZIFREt4dU+I9w6LVoTEyIIiubHE0hQ3/dGkk3Y5nVrz7V/OOiu0Aldr4q6J76UVBLEISghw/1jf4ER/dZjq4m/XPRWQ3fqFD395QFv9GsplX70snGMj7Bm1o/yyO741eGHfxNHtcsAq79QcX3Oe5Mg4UKT/3F4p4+ItFgdXDNcWTitZX9RYV9RUV9ggUgiHLMrgtR/YdZmZ2V993V4WA6kSDaMQFQAUBGRViY8WwcRSGPVgPPtBjDCffK2isP+GdbLw8Ac/pRj2u8yaj06WW5x0b9udl5t/5SIx6m7Jwz7YpHXhK09Xbrym8dDFIQg81V2+vL/KcnxDxcXDTsJh59nYlo2X3Dd86LxvA2Izur6lsj17i7dtj5oxPXzKZJToZFJzOl0oihKt/Ols3ndry04eoHAbRdho9HFJTERCX6wZR2kecBq/E8bHzJuLC4U/f/nLIl0w9/R+fjJ+Qe9HUCb9Ldw+/O21vSsBABBEYpcQNE/iGzJ+3XEE6cQvbW/U33p/Y21dplblJpr3sw7k6/xM0kKzTzFXwAcAKEYkDJnTa/JbArESAMxO15MbN3kVHUi33MGhNaqi8IvsPnRR0tBnMJx3qlg7c0eup+BklBg/sHxwp2oe9aW3Dq2aysV9Fb4Rk989IpI9mpMZAC5uX5576mcAECl8n/n8SqcsORwchuaDS4ZzGzVZYETac+/5JT2ik7TFyrNl751wCwH2CJCeej5N3X7IaGsKjn03y27WJgyZmzLqRYoUn/j6oLnskAC5C20iiw7c6RKwA59eEZDQTxYY0faNuFw0wzD8f0/26/+A+sTjw+MIlvF52YufDFdKAcBcV7n3/IZ92bu10C0H5ljB7VhTColvxsfM6flQu6ausHH/B3/RLfNIwsiYIS+09gCGZQf+eLNt+gAHOVSFw5lAuIkClRozaP7Y94J93WnKlXr7Zyfvbc5qItvEewLIhun6QyP9YeRnuxAEJQ2WKy+vsdY2AQBPIclYt9Sjrvk4YGmmqUiTs+d2ze0KhCZxxuVC+RaeSh5h6/tMfGBo7PmVCw1V9wEAwbD+r30T3GckTTry9v5QcPBXT62CIiS696KPvaJTAIBm2KPnrmm2LpfZ3OHxGsJ/nXpBLT+gf7jiWqXRRbMA0CdUduyZ8OrT2+//9bvLYhNYY3nOdg4NGjdRhM5FNDO4ge3EKYvglAInvXDSC6PbWScMyhjEUlFC/6CkwKBEf79oH09qj9NK/vX1Oa6KAwB8u3mPfXuouMVDkntjx/5N8wBAjc1gNW4puNSJCf3m9HrwuemqDUc+O82FDwEgYWTMoOf7cJXOBo2prqixrrChrrBRX2Ns2+EVAbIxbw5tZV4FAABtds6tFR9TNpsLJS7LulXyEwZwbloUmbF64qG7Gw5c/MUFIgcoHKBwgNwBSifI7aBygswOCifIOGd+DByOhsMJzapxiiEZX3/9MM7MaoPz859397n5Bbfbq+IFnum9okek//eXa61tavVGxahWjonoGSQFAJZlbv+28v7x7QxK23g2F9ZicCBIwtB5GdPeJwSdGIgsTed//0PFkSM07kBYTOIbFP/CYt/09E7vCgAchuaa2+eLdv9q0lZ2wfj6IGSBkT3nvu2f3L/y2LHCX36jbG5jVOjj0+2ZmXfXrf/Jt/8h7x4AIOXj2a/1jXggYefxQbucxqYKU2OlsbHCUF+Sf34rt09KGvF8w+kzpMUIAIPe/jGw5+DO/91J5n61PTd3g0VcCQAIQ2AMj8JbN7WhySP6TV+h9HfPACTNTPzjxPHiagCQ0+ZPvCsFRUdJe2uSnToorrLnR+/eoLkaYpxln2wyDrQ55v407cEYmLam4MDnEx1WPQBIVIFT3j0sVT+uIB9pN//xTgZHy540fMGAWZ8/rGXW1i8LDm8CAFVkwsiVO7vOFegUP16rXnKgkDOXUwKkp9usheV3/jq18UVPlTCK8ViqN2MdwDJKDNF7qbIo421gO3YeQihWhndXRSSoIxNUkQlSv5BHMsr+T+O/sRDSNNPcbPb1fbSwsoOie/+0/26DDgB6BnhdeX6Sx4l36NKvvx75hGJ5hTCpHIZ57PEnYrx+mtLd49XsgNxjBRd+uQYA4b1Cxi4bylW/Ntsc58o1azIrr1VwJhuLoyaKkbVN0BeitmeSpCvG9uf4OEq0ts/Plf9+R+OiWx9XKKmZYDiRbslGEBj56Q5u4QEAm6b58kurSYMFAMSB3hnrlnK6a5Td6TJZSYOFNFpIk81lspImK0O6nAazU2d2NhudepPTYHmQe8Uo1pX5H6ExJ8EXh4b25RfqSJ0OAFAMT5i2pPz8fnO9u9YK4wkSpy2OHf9ch+5OOWznv/+w8apbVoJEeNuUU89I3Fk/6V70N763a87vdtmtGCUXWRJQ+qH+ehahKEJHEc0UT8sCjbu8CJcX7vJCmE4GGEU02ST3WJQUqXzDB02MGDJF6h/WtgFDM5m/Xr973B0Gl6jF45YP9w5XAcCWb0ZW3M/kOVOlhue5JxKVETb6X4ORh4wZu8lx7KtzmnvuxFevSLVUJa4vamwrR/UgcD4+ZFHf2MFuZ1Sp1n6lwph1PT//TsFFaTcE8PeqayUMDQCpkxL7PZvGsszXO169mON+khiKeysCfFXBvqpgX2WwnzrEWxHkwv4/9q4yPorr7T4zO+sWd3dPCEGCu7sXipXS0uJSKFUoLVCkQEuxtri2wSFoIEgIkgAxEiDEXTbrOvJ+mGWzxNHK+z8f8tudzMy9d/bOlUfOsd56en1R3kn6HG+paP7odW69GmBhBYCKzKT4Hz7EdVoAKMXsVjgskqEv2Ig6eopXDvCiiSPMkXJoY8axbQCgw3RajpZ8vukXWrt2mbjaLbS7OZExrtEk//B9cUq8ni0lEdP8imAYm2fnJLB3YYusuBY2HAsbkinUVORXpt+U5GbW74oMJts2IJJrZc/ii1gCEVtgQX9gGT+IWQKxed/TVFam//xLxd175jfRo9iC0A/yED4AdPKwiP+4mWhkE2TlueU5yfLKfFlFnrwiT1aZr5KW1a+kk1/7oUuOpRzcmHnqDwBwDO/Y/as/Gr0pRT3ed/raxXkG7IXIAyvngE7vfecaUuur0+HEkIMXLmYbPVWbBnSY0z5Er5GnX9mdcmmHWmoMLdEj7D9FU25zurhacD6RKwWPywGgzehwk3K9sS0VecdWDqKv4opsRnxxulmLaB08vXPi4tbpAICgjNHfXrR1b8DIrJNLTn7aE9dpAKDL4l9d2vR8qSJM2J1UMi0mg54Lwx2Fl6dH2fCwpDMb7x5bTdWb5wAYCBEZ0W9Wh/ED5CXPzq/9AC8ub+LmTJ6ozdxfPCIbXZO9A/xTfIQmJBVXdvj9pIEgAeCbbpHLe9S62c7dPrD1+FcAlAR8U2CSEozmeBEH2zQ4YEpUw1vDixuvyysUPZf2TCytuJZXGp9Xer+kCicYoHeiZz5HNLE1uVsNdjnQsxCiTdEQAIChMCTYlsPAjqSWmdPEtHMTf9nDqxNPmnZkY1HSFc/OQ6Jn/2heqDQr//b8n2nqGZaFEMUYepnSxAj1CjAwVTmOVxTcMgBgkKiL3IGF140VdAzv2Gb6MoF9o4vK3Osn7/223BTcdZcXeVQ0cDiR2EF2k9RrARC22oOj8TYtCFz6tBV6OVfeeyRJfdZI5an60m4UQupZVXp2uZ5ZhdXRZEAQW/9Ir+4j3KL7Mbm1wVMpsZk3dt6hDcJMDtZnblcLL8Mv34Zgei+hZC4CTABwDLAbvrxfnRyJOiBwMn5H4qPn4TP1gSCIlZuFg58tz4J7/0S6iZSHDHG+4eGQUKAoU7zAw/B+TXVbqQIAhLaCCZuGMzkYABhw/Y2U0zYWjvaWrjYWjoyGOGUIAv85ZvHV+0atUVetePWyy0LLuq+AJCcjbtlkg0YJADxrx4c9V6+6p9U/z7MMdxJ8399rUFDDhHkAkHl614N9a4CiKITUiSmNoda8gbE4th7hDt5RDj5RAoFL0qqv5cocsynw5cDiiN27DnRq1cU+pD3GfunQ3OK4uEfbdujltTsnzpIV/S/X0MvK1f19l3RrwHRcBznJZy5t/9RksWwMPLHd2OVXeBb2qsriU7P6UCQBCDJow1mRc1PhEk/OnLj81wzaWcgVWLUd8XlQ14nmM7qBIKccjz+YajQSft0t8juzoYnA9XGn/8g4vZJFGldd+ba95i/dosqSnVt3FQDqKNerakqPrRwkrywAABZXNOzzE7buLQ2dNcepdWNoMnGhVaCr/yqgEL3GQBIkYSBwHUESpL70FCm7CgCAOYrDvmw/obUpmuxlsTe55IOYDHoYbGXP/paxt+jBKfpfAktvXN1Dq7oKWLbpfARBvaIGth4039LJd/fanh3bf0opNJLstOpnaarKEvM7GxBm7x/POHk2E3zwVvEPUp8w4ccbDz+/dBcAGCgSP3VwJ3cH079upp5Zd3A2SVEEsJ5SQ56hvUkKAQAEgR0jGvA3lCnVvyamn88uflhebUagjoDeASg2AFhCTkdYgwAJADiwHmPd86AbSYiBatiA0NXL8sseXr19a8em6uxUnrUjt94YV56Ynvz1bxT5EjYlAACEMjA0OEOjxzQkU+9gH6F7bBo+qBLrB6XWDyiEZJConcJDYDDenC2ybD31S49Og5q9vaI0L2HjAknOozrHUZLDVYRguPElYQp5ofPHmjRCCa2++uHTtLiHuTfTHXUNZ+QQXL2E/UwqyJdzS6nnmS1snCXSCYQ6AYN8wUGCsblu0X29eoyyCzSOJvkPis+vv2r08yGIVWhJTvF2Uc1nCMkHAAtH0ahVA7miFg3BD05lJOy9Z/KzcoRsBz87Bz9bB39bex9bFo9JUtSZR9V3kooFF9MFGuPMV8hm7bS1rTZzmw21wnrdf0a/IOYsdC1HTNzmvRfX0Z/tmNarF52xsag1OMuKsi9/M1GnqAEAjoVN7+8OCB3dM8vVnx59XCzTLe/nOTbCrlkFymdXjt7d/g1tD0SseCqGQqduIHcepVCMwDCSySAxocgRxdia6nKSbMrhh1AIg2BjOM+n/5iwT+e9bNvrwKBUZf3xR8G580BR1mFh7df++H1cztcXswGAxUDvzm4X7thUrMT9sz/fjvmh/uYDZTCFNi5iOw+xnZfYzkNk52HrHiawMq6Jr6+dVXT3MgD49ZsQNe3rpmuY/NfGO2dXO1l36b/iNzbvBfNVarlkyrH4B6XGzNGFHcPW9W1vfsKN3JrBux9wVIUfSH92xo3mGUtH394zdsSuypRXKMFMuV6rlBxfOURS8hgAMBZ3yKK/HP3aFSVdyTi2vc2H3zYmvmgOgxYvf1pZkllekJZaXriElgCjtMMpffQLDwe0Fug2WhpaQQ7VUwEIggR08273XqTQpqmkPXOQBJmdmP/kxjOdUh+nJbZjbBEh+Ui2wc1Ai+UBhQdQmvFAcQAAGPki59tK2f3abTqCuIf2jOj/qUtgbdaZTi6pzk6T5KSnPsnZUOWJAdxc++l/X33iZWHKpgAAdwvBw09HWXBqdz/3MuNW7f0IJwkAUFKeGYzpFaQNADBQ5M8JYSNCjNvEtHLJhltpB9OydXjdVTCL4OpxewBggL4LfC+AMgRBWwUPE7gMvV9FJBaW50mVQHIBF9OTJQ0rPrm6f8D0Nh4tb0j+6ZvpG46YvqJMjCXiM8V8lojPEgtYFgKWiM8U8dkWAra1uKj0TtyFrxU6oyfPwSV8xAe7bR0DS689TPvpkElekenCk0UUH6qQX0W7LS046qyTxFuEPHZ0jV20VNAyNztp0D/Yv/bxuf2mzsrUOfC1wRRu7IjWEb7hn0/k2jWwchy9Jz3hXm5rRUU/otq7uozQ47iVtpyRJuXla9i1UjhMNt8/bJCzR9S9+G2SymcACF/PFekEAl1di2urSUsCBxuD+koe5539MV4rNdaKQnQIxQYArogzatVAC8dmNLbMkXe/KC+p0MHP1sHPzsLphQu1ODnpYOZfKRUAwCXJCVVVYSrjs1Uz0GNO9pbBjh08xB3chZXbblTl1wCAZxu3QUtf0aZ0+MDyg6m76VwCG6H9dx8fdLH1BgBleeGlryfQOuwsgbjX8n0WbsZgZooCkqJarjleePtiwqaFdJwey9JKGBpYWZhqnvdWBwyM5RU1KGrQPKoGT9v6iywvGxCCRAgKJdl2lgJPV1V+sb5YgREchEK8Ro8K/HDaq7W9PsoSbqVv/jVi8SKbVq1wkuq89e7tAhkAhDoI7s1u3yBbNIHrr+1ZlHnjEP1VaOPqHTVYbOchtvMQ23sJrJybcHqVp9+OWz4FAJhc/rBt8UxeM3GJ0oJnLEzMc6rlKMBJcvWNhyvi75u26Z+0Dfp1YCfz9cnZrMrR+1M0BhIArFjUWqtTmpQ/6X9hLI578Myn1+zheXK9Qac88eOIitwHAMDAWAPm7rNzDUv6Y0XB7QsAgLG5HeasdWlbV6uZIilVjbr8SWVJZkVpVnllroR8Xh+EfQlhXwIAoHikapG5qBwPSeCiNwGAoGyk5Acm4w2DyQjrHxA1MpzTiCwJDVWNOuPik/SLj1U1tSGHmcJyF+wPMWFcbOkN3TBNP5oojiNk9/y0k1c7t8r81KRTG3Lvx5ovXFxDuneZuNrC3rgvV+qJH+JyNtzMp2PBLk+P6unTlOZl6cOb0oLHdQ66dRjAt2k4N6OysvLjjz/Ozs4WCoULFiwYOXJkEzeHf6BplIZ5NsW4UO9Do18YhhLTL6zZ/ylBEQDAoJj3GZ8XkK4AwMbQs1MjCVCvv5V66VmRecsYKNLK0aaTi0hbnrTjcSidsB8Mf3nBpQD31pP7L/F1DJTVFEqrC2SSwtyK0uRyeYqUTFU7l5IeFMIAhgwQHYLAuBCflb3beFi0NNK3JiMXYaBsCyFTxMd4DXc7vU55/s+FD27tob8iCBrda16PIcsYGKu0tEYk4jHUmoer9lY/NNJj4mzWBg+Ha7ZiMaF20Nc85joDQHfk4fG5S8VWLXW2Fyddvb1lqV6utGR1JsqMQwmKMfynDfYc06MxP9zTKk3wmjsGgrKhiuYbFpA6PcEw0zRnMH2Ceoe0GRMQNpjJ5gMASRgeJO69HrtSXlMMAAwSFeoEVoQ1Q1u7YAwc87FahD9OPVuUexdwrlA6AzN4m+7JYDKGL+/nGNBMDnV9NJg+UaUyDNuVlpBbS7+JAIw0qDuXVCKkkQgtakRY+/ciH57JuLn7HgAwOdiETcOFts3QIzSBP76YcBpPIBEAAAuBzbJpexw4Npe/nqCsKAIAJpff45td1j6vlUVQmpJwY+0s2hXEEoh9e499EndErarEGTiB4jgDp+rl/iMI6hk5oPXg+dpHxY9379bLGqBV8nlvnP+Uya9TsfrA1WqMZ1wPPa1St9qUSMcEfdbVY80Avzona5WSc5unmjL5HH3b9p+zlyts1FasN2hZzBfMBrELB0sLngJA66lf+A+Y9FJVTa+QTDkWn1xi3AhymdgPPdvMjQ4x36YfeFA69a902sZry2Ne/igqzFH49M6J+N0L9Bqj0xGlWuHK4UBxBi7tmnplIS0igaCMPjO2Iwr9g31r9arah48AKvAdybTuqVXotEqdTqnTKnX6phQHcYZ4A0VVAoDYLiy851qu0IrBZCCgvfvze7hWCQARk1fYBHZPOpr67E6+qSOweKzIYSERg4KZ9WQmS7MqUs9lPkvMM0UaGuvGTEa4R+kNKA7YYfG0Yk7n5SySx1ESfF1IX39LKwsmkw0AHBZPWZGXdm5rbvJZE2MJg8luPXBuqwFzjmRIlpx7YtKNQhFkSUeXlYMDm/gt7mz96tmVuhmTPb/dbR9i3JrXId3u2LFj27Zt58yZI5FISkpKQkLqUqvXwbuZCMnS0hpX10a7b4M4+ih31OFL9Oc9I7pNinjhJUnKurJyz0c4iQMASrHuop+XUi4AgCIUySwHpDY+ItrVfm50SHc3q6v39h+9sfu8Zo4CHAHAGp5MdLnY1jFAlnVVJimkw/TrQ43wrvH7J3E7Ec/z+tkYY077kC+6tDLfp74yinLvHt81lVbnAgCRpfOwyX94+nejv5aXy4RCLo/Hoigq5/Dlx7vOmhgX4+wtb0WHWrNksSXGzjqYjN81e7m1vW+9QhpG2e3k9A3HdJXGl1Dg7tDqi8kiX5emr5p57Mm2hIJp2oXOpHGBhiCom0+H0DbjgiJHcPlWKj1xr1BxPKMoubg63N7e14bvLkIh99DThI0alXFMYeMsZ9yNoTRaUMuElQr281A9CuPL32dr2wEAgiD9Fnbz6eDRwhaZIze3wtPzhekzu0oz4LeUp1VGJ9O4VnYjw+w6eIicROySzPIL6+NNyTZOQQ6VOdUGrQEAOk6Mihz+Kv4bE1RFxQcWvX/BNd+AkgDAY/N7qOwEBaUAwGBxun2xwz64eeqNZlH15GH8yo/Mh1QaKMkUcd1C5y1UasrKspPKc5IlRVm1S3UEcQ/rFdFrhjQ+tSD2nLkl32/SRN8J41+/YubIT7lUXfTIv+NYvoXR37HzXvG0mAwAQBCInRrZz0zvUFr27OyG8dJyownOv8OY7h9saIJG5/7jaxv+XDCm+8x+7d9nPj8t+/Kfd7d/AwBCR/dBm841mEdRHzhJrrmZ8l38fZM9KdrVftfwrv42L4QsrbmW9/m5J/QI6m/L/6OvR8dQo3dGVp57YcuHlfmpxlNJa0rzHtfmllZzHwAAQWwdJhDFBV8NkAAAIABJREFUTyjNs+c3Q0ngGqkfAXRUqIrsa84lUgeWzmKnIHunIAenQHtp+b3T643iXEIb14Fz91u7BmUc25ZyaKOx4RuN6oBlTyoT9iaZAsoAgG/JazsmPKiXH8pACQPx5EZOSmxmZU61eVliR1F4P7/KkgOPE40xRwye9Ub+nMeoDwC4iiBcsxwxNEy0ySNIL5XBSYOb1g5yttNe3qQslvGd6utn/X0PD08R29q6qbVmsxNhHdLtAwcOjB8/fteuXd7e3rt37w4ODm7i5vDPNI2aMP3k9d+TswBAyGZ+2DrAgsO25LAsuLT4CFtS8WDP8bk4oQcALVgkwGI12AAAA3Q+6AmEoQ9y9Bge3qqjd+DDpzeOxm+TqyRZMOwpDAAAFmLY0b3C8HBXcd7dltSkmmF7mT8kk12boWLN43zdNfKTtkGs1zBt37yw9uqp5eTztP2gyJGDxv/C5TdsIqjR6KZvO97tSrKn6jlXma1F2NKJYxNvXS2lHV3UOPzUxk9X2bs0v73IP3kj45cYeuBDEMRnUj/fCX2RFvhxyxX6id/M6qjdCwAIg9lzyLLQNmOrKZtbebLb+fJbebLUEiVOUsApBoYaAAWcD7gICC4LtD3RU5Hqo0xSAQAohTrL7Dk4GwAohCoTVCrY2iLU/zGj/RNG23C55aCamksONjPndOwX0JTNpIW4lScbujONTu1CEWT1QK/Pur/g89PItBc2xBemvqAzYO1mOW79EPS1vRdP9u5LOL7znFehFsMBgEGBu5KBIqhlcGuW2JqiSJVWAQAGg05vqF3Dcdg8BoPJZnKZGIuFsVlMDoZiHDYfRdEgjzbhPh0xxgupV9L8x1e+n6aVGlcbKImx9ZaO/tGtl33DFNSOMpLirKTTG7LvnjQnF3QN7hrSflLV+XuVSUmAICGzZ7oPHPiara6Dkqxbp38ai+u1CMpwC+ke2Hm8R6u+DIw1an/K0bRyAHAWs1PndaBTtoszb57f/AGdWgAI0m7E0qhB85oIsscJw+yf+hRX5QKAnaXze73md48cjqIMXKc98XEXen3Qbel2p8iuzdYzo6Jm6vH4e8VGaRcOxviuR9SCDmHmxmqKgqXnn/74XD6wvZv47NS6yeYErk84/G3a5d/rF4FpQ4VEBTwPJSMoWyXVn6AshIzjTDAyHRooVwU5nAJj0gWLxxI7CJ2C7J2DHJwC7euwCSadWn/n+I+0s4PJ4XefuiF1+xra/dx+5iqvbi9k3OclFSbsS6olOgawcBS5tXJ+ejP3hRBrBFzDnCIGBjkGiS9tn5GfYtyW2LgGD5i373olZ+S+FNqwyYfyDvATB+pS7ZsgNpABCsLCLLE4idMh2XXaDyOizSXJmkCzE2Ed0u02bdosXbp00aJFP//8c2xsbEJCQtP3f0fBMgYDbhLUaDlUejxy69En1bLGTrCmCtvqj2CgBwAlOCbAZ3oQAAAXJB3hR+6LP4wM3G7CUhIYAPCpR7ZD+mLTDAQAGJMrtnIVW7qILJ3FVu70B5GlC09gc/3cqnvx2yiKLGB6XeQPL2LWRjf5WIlW92k3ItDzFdJg4s+suHbWyKfF4gj7j/kpInpinXMMBoLBQFEUyZcqB+w796iyhkOQH+WW9Cl7rseGMbwm9Z8oKU+q0gIAA4jJmoPLPlnr6tUeGgNFPd13/smec/Rrw7YUhn02wa59MysmE0oL7u/4sQutlZgs/IAR+MntfHmdYEtAtcAtfLFQBuACwIVcAu+Ix7TFT7EorflcSAKy1XbSLW5ttV30uiIWG0WQr3u7f9PHo9mwkTrQ6QymFN2Y1MqJBx7RfI9cJrp3fNCosAZeP4qk7hx5mBSTYnwpEBj5/QCnwJejp2kQhFYbN21SAZEV56xQYW/mjeNzRW0CekaH9Gvt35WJsdXFJfKcZ5VpD7Ku76YMJEdngeFch06dIxZ/xmA3sIuSlmUnnd749PZRc6ksJ7/2rk7drC18PYcNeSOVNKEyP+3E6mHmKXcAwBFY+UWPtI0c1elPWbXaAABTo5x3jg5+dP3AtT2fkYQBADAWp+f0X33aNFOfmPite8+9ELntau/7fp9F7YP7pBzc8OjEDgBwCOvQ4+tGVekBACfJdQmpy64mmzaCbV3sdg3vGmT7gr+comDe6ayfE4xBMR3cLc5MbWXJZZp3OROeJZ25unOeTl07iHH0llyDcWlFAVNN9WRYtBfZCUV2Qo6Qqcg+LMs20t6yRbZtPv7JNiCUI2AjzfmMnyWdifttpkGnBgAEEI6eyzFwhY4egzaerS8WT5FUVnz27UMPlNWq+rdicjD/rj7hAwKtXC0okji5ZmRxlnEi8Wo9sNf0X5kcPkWRM/ds35ZppMAUINUOzDIM0WGUhqI0GOiZiJbQK1DQMUGjAIenMLC9OnGw8i8uZSyRyRVFj1wa0mMqSSEURTUdTdnsRAgvkm47OTklJyc7OjqWlZV5e3urVA000xz/UB+hCcklVR1+O2HyVNeHJVXsi9/igpxDylXgcBvm48ABAAGUdoR1LDCa6UnAEhnLJIQdAPig2ROkC2nmWQbG6thnUbvun/IETbH45z+9cXLfxzWVORQgGZxWVwRDJUjtu9HN02n7kM5+1s0nSppwPXbl1dPf0Z9dvNqNmLrb0qaBCHLaR/hYrhi0/3ypQg0ACAIre7WdQkHq+toIGotIv7k23GQ1CQAsSjdN9fui6T95BTYQ30HhROpPh4rO36G/qjnVIV+ODuzYUvlK3KDdsSq6sjQTAIrQgJ2cdWQ96w2CAF9YpmyIDxYAgMIAF/IMVBf9MZQiSpDwSVUX7A2VAKBHmGvs50ptAp3FbCcR+2GJkpbcA4C+/lYHJgRZ81+Ce8LkI1wXX7DkTA6dAmUrYJ6cGtqYyDCN/AfFlzZd18i1QT19e87s1PISGwNJ4Jmndqb9uZnE9RoGdc1RL2W9yZeOCZi7Qugh4bnJBEwSpRASoVAA8Bo5MmD6tMbcvTRkFXnJpzc8vvUXPevQsPFo1WPqugbz0l4N0vKcYz8M1MirAABjceunQGB2AYc1be9xOqhRwW73K4q7xumKZ2E/cO4+O89WTd+/Slb66bqeWr0aANhMrs5Qe38/t4jR7afmrPmCzqMYvOlcnUxWEx5XSScdi79bZOQNZmOMb7u1/qxTmElTNz3nzsW7hz8Zsfrj40/33TcmAPTzt4l5P5wm4WyM1U9eWXDmp8k1pekAwDZweXqji1TkEhox8SvH0JA6SUEZx3ekHNpAr1NZfFGnhZscQqPr37aB51CYEbtxoqLauAZlEawu7//o3/f9xs7H9UTq2UdJx1N1zyWaRXaC0P6BwT392ALj4unOsVVJp34CAECQ1oPmthuxFEFQvUG74ciChLTYEoh6ANPqDwKNQUjKxiu3hGjTTZwcdp4RUSO/FzoENU2x1pKJ0ES6/dlnn02ePDk6OnrGjBk7d+7cvXv39evXm67YO0qol0iUjWniNIub+WU5NfIajV6q1Um1xr81mtrPMq2+vavdaHuV9sbSVJ1bDPcLAjAAcGZXvud8QSbLRwCR2847nMUDABal+UQ115IsAwB3306Dxm+2cWhGs5GGQae6fOKru9e2AUXhgN3ldkkQDVSRxqGZgzG+6hq5uFM4swVmtJsX1sad+BoAtAgP9R027r1VLmILy4Y0oGtqVNdLyt8/fk2pNwAAG2PsHt5tXKg3AGgrpQ9X7qE1ZQAAsxKu8XG6wmIBAI9UTVf8OmPq+oCIoeZ3K3malPrDIaLA2Omlgvwcp6soizFh1kkPv+ZNRgBwIWbx7bifAQDBuD9jv1SjRo+IgM1o6yrq4CmOdhcxmbo+e88AAANFYsb2vltccTjtWW5N3XlRxOJasPlcDLWjFBMebhFqagBAj3HPR8+oFrsAgIGgJHJuWqHxebpbcv6aHExLbbQEZWVSWzvxnBNPtyQYvRd+tryzH4b52DTPY6KoUsVvT+w1u1MLEzaaQNWTlLs7vqGFtAAAAEFwQY2Pi/fIUQjK4HOEAIBhLA6TCwBsFhcz84FptEqSJDR6NUEYtHqNAddJC/Jq8p6Vl+Y+QYqUzLoBFBiJOCv5nlKRh0LU+uNZ7oObT6d53t7C5LObsm4cohkvAQBlYGG9P2o7fAmT3RQVckugqik9+sNARVUhALD5FsM/P8lgsjJvHH58609aXtEEHLAKzNEJN47juIWv45itYb4+PtY8rMn90NqDs26knAEAL6fgHz46dCph58kbv6u1tXk+7kxb/zyZlQ71HzCx9dQv61yuMeCrbjxcczPFtBGMdLTZM7IbTehMUeTtjItHr217UvCQBGa144bbpcbfaFy4w56xISbnSFmZ1MHhBSeiTlEjyXlUk5tRlZ2ak3HBYNDwdQIAYHIFEe8v9Ok9tjGfZcHtC7c3L6FpFlAGFjXta5/eY5t4ArVtUVQf/25ATaXRsWrrFjpg3n5TPkmD0Cp1yUdTK3OrQ/sFerV1M996FmbEn143lvYotxuxNGrIAgCQqyTf75melZ9Mn8N3nnK0rKM500hjsGDU+BP77SDNSk+EqSi23hgsg6CM8AELOo5a3MS1LZkIzUm3aWWI4uJiW1vbHTt2+PnVjcOqg3+0j/BloVJUxh6e92daxVHuIpp6Joxffm1u/8cyRsctdwkKAYCB2m1t9LFcvlXv4SsjOkxuer1cH/lPb5zc+1FNVS4AaFB+gmjwbXYHU2hVqL3Vb0O7tGtSJubWpQ2Xji2VMyxuc7vd53XRPk9Y5GAMRyHPSci3F3CdRXx7PtdZxC9VqL+5kkRnQFpx2SfG9+1sllUJFJV77FrW9hMk/QIjyAUXm61u9jiCWBCS6fJfJkz4MazdhJK8pMyHJ7JvXbRLDWIbjBNJiU1yifV9+jOLLZg4N9bFs5mQjbwn1/du7Ee/FX3HbPgyK9pJzIp2F3fwEIc68k0elP77ztEcVBPCfPaPMiq83C2qOJz+7K/0nCJ5AzYKe730m/wjFrgKABQM7vfuY4rY1gCAIkh/z4DYdJzupGwM3TjUZ0aHFrFTKnXEe/szzjwyuv07eYpPTA19qT3la8KgUaYc3PD0wiFTZIrI0ZPKxVE9BgBh8+e59OmNoM0vm3C1ujIpufz2ncp790w56RRAFU+TY6HMEcvlbH2dSxgotmzannCfRnUoG4RSUnw/dnPm9f34cwEBoY1rt8nr3ELryvS0HFql5PiqoZLiLABgsnlDPotx8DEy5FEkUZAen3XzUO79c6YJ2IQ0duRu0UwdygEANoYG2fGD7QUhDoJge0G4o9CcSSr12a2vdowHAARBVs/4K9AjCgDkKknM1S2xifv0+PPRFsBFxWilFk3+9aY5mcOZxwVzY2/l1BgfLJOBft018vPOEUwGasD1V+4fPXFtB+16xIFzF2ZVg3FI/aS96+ZhAXUs9lpZtSQnQ5KTUZPzSJKbUSdznIZLVI+oD7/hWTvU/5c5qrPTrq/5VFNjdFUGDJrSauJn9Y2cdUAa9Cdn9apW5eow44/IE9v1n73b9NhbDpW07Mg33el9vGtI98ELDyMIWlKVu3zn1NLqPPqcgdGTpg/5NqlYmV+jlWlxPUEqdLjaQOpwUqox6AlKqcdVekJPUH18rT9pZ7f77IqLdw8BAEJRPlrKW41TuAEABs474BHRMPUSjYpH92RF2XUOOkf14D2XFvkXkG6TJKVS6YTC111ctxCP7h/76vCJ44jRIBAG9ysZbqWEDQB44SkT1d+EtR3bd9RavvBVTLXw4tYQAMow5wu2H+U+T0VHEWRWu+Dve7YRNsQhe/vKL/uO/XSL1yON3ZpoRF26QXhZimIn9qsTtEZD+jj/wYrd6udB3s+EvNX+rqUclj1ePFX2i61QrJCVCjT2vsV9GQQdmUIWOd217uLrG9Iv/swKmaQQADg8yynzLzQRZaPTyreuiJJJCgDAK7Dn+7PPNLiGuF1YEf3bCQBgoEjGrNF1KkxSVEJB+ZH0ZzEZOeXKF+xjLrrqr/L/FBIaAJBi/O/cx5azLAAAQeDDVmExSYYajdGVNSnKYetIv6bVoJ5UqsfuSX/4XNthXCu73eMCG0xTe0souns56Y8VaomRWYrB4oSM+jRwyAdPdu81SfqhTKbA1VXg6sJ3dRW4uQlcXQQuLijLuNvQVFRU3L5Tfvt2dUoqidel9UEQhOfkJPL2Fvt4y2wY6arHd7KvFpY/NZ1gLXb4ed55Ia+BDtM0aipL7h39/untWt1Bj4g+XSetEVi9NDu2Ti07vmpIdeEjAGAw2YMXHnEOaGBuxvXavJSLj+L3Fj66DhRFAXJOMPwcf0QTtOZWPGaEozDcSRhqz7twZalSkogC0T1yxPyxP5mfViUrPXx5U1xSDGEWDWCF8lsF92wd1sfCOvSra49PZuWZ/tXBzX7r4M5h9lYqjfzcnQOnb+6sURjnIQPwEmG+DIzxAV/19FrRx4wRjaIyju94fP6gtqYpLjGO2Drqg6/cOvRv4hxzqKtLr63+5LkWKTi16tLukx/qc3eY4+nFQ/d+Ww4AIGbLkWrCoAMAlIF1HPddWO/pLSwXAAhcf3zVEFrsSWjjOnb5FTbfIjMv6fs90xXqGgBAEHTqwC+Gdf6w5fekcf3hqV+PLdXoVADAJqhOmK23c2iv6TvqKn+9JP4FpNuv4yN8NaiV1VO37Pqz+oVhnU1pPmevmTT+uwadZy8L860hCehdXvd44SAtaRyd3cSCXwd1Mgl10thxYtv624+esILNackCbS1QBClVqCWNCEwDQDsXu1MT+trxG7Xp4Wpt2k+HS64YjRVqBmOzj9N1WwsPQ/b7sq22cjfP0q4oxQAAHIOMfoFlfiHlan2JQl0ul/cr32Ituw8AfJHd1AWXre0btiGc3PvRw8S9AMDhWX7yVZLIsuFhscHtYH0QJHUjv7RS/QILKK8qX/77IkqrAgCGpf1voVPjKo0bhUUdW8VlwINio7ErzFEQMyXE97mRU0+Q6aWqlBJlSokytVT1sFhRo1MDqxL0tkCyPu/hvnKA17sh9cV1muKkKznxx0sf3jQddAjr0Gb6MqGDGwDgGs21Dz/SVjWsbo+gKNfeXuDqoq2ulj/LqX8C187OvkO0ffv2FgH+GLdufyisyE5MP3/q5k65SgIAHUMHLHl/y8s2gZZhqnxy+cb+pWqZ0WHG4Vt2GLc8sNO4lpMjE7j+7Mb3aQIwBGX0+WRHswEv1UWZmTcOWjj6MYNHpJUp08qUGeXK1FJFjkRDNKTHYgIKhAgp7xcS0sbddkCATYDtC7QpxVW5By6sT0g7W2+sQxSoTRXiUYW6A8/3h37dprbyl8jLTt3ceeHuQXPLqpBnmStamlhGryqozqJr1774wbQQ1Kvkib8sLk6Or18xjMOz9Ai08gqy8gq28goROXs2u6WrA1yrTti4wHRzFl8UOeULr27DGjyZxA2nZ/dRVZUCQOTkJQJvnwu/fqhVGpkuIvp92mHMNy2sgMk1iDKwoYuPOflH30w9s/HIQnqHzWJyFozd0CG0pTN6HRRX5a49MDOnxMhv5WDh+vGQ9a3fRBLRK+Md7QgVCs0LCmfvBBN+jz34tHbXtcA7+8epUzHmq1Pd14FBp7p88ut717bTYeg1DOtY0finWG0a39gQ700DOtjyOaey8r+JvZj2YvRrL2/nxZ3Ce3sb8/a0OFGiUJXI1cUKValCXSxXlSk1eRK5h6Vo+9DO9YWq66Po4t30DUdoglMAuGJn+auP03uFxSMLZXRkUBWbuSzII4//wtbcmotNk/zEU2YDgMjS5YNFV8RWdbnEHqecPrxtNP15xNRdoW0bENiD5raDLUHV4wdXVnxAJ4bzHdy3Bk+58FywfnGniMoa0a67Rq+SmIPN7uySJ9GklCizKtRmLgoKWDXAlABQCMneMqBXC02prwPSoC95cD3/1rnipCt05WmwhZaRk5d4dhlqPn9U3L2X81eMsrBQV9NouHkdiH187KPb20dHi7yb0RcFgKSsKyt2T6Pf67mj1/WMGvVSbdFo9CiKsNlMnUp668/lj64fMDEQOQd26jZlvYkcpAlQJHFx28fZd08CACBIt8nrgru9XDK7OdQG4mRm6dSjCToDChQLSDZNZdIguEx04+CAj9rVTYd9mnd/665ZuZoSoqGpHEFQL6cgO0uXe5lxuFnckJ2l89BO0+S8nu8fMXp5w2GvG9z8esofbQJ7AkBNXuaNdXOU5Ua/JpPLt/QItPIKtvIKtvQKEjm99MxXHxRJPNi3NuvMbtMRx4jO7WZ8x7OuS6ryLO6vO9u+BgC2yGroljiMzZVX5p/dNFFSZFTGdg3u1mfGdo6wmXykwvSrp9ePo0367Ud+GTFg1smbv+859yPdqcR8q6+m/OHv1kwEU9PQ47o/Tq84d3s//bV9UL8vJm97nRu+Jv5TPsI6IClq7L7kmAwJAHR3Z8d90vVtbAsqitMvHF2SkxlHf03htLkoHKV6nv1jyWXb8bmPq2pTdlCEGhHg/nnXqNZOTcWpvhpkjwvur9hlMpNWsFl2z+fFIh57WZBHWUMkAN5iznvFX2OacgCwsvWeujBOIK51YKiVVVu+a6VSVAJAUOTI0dMPNFa6aTv4frjvvpGNSmw3jbK0xGurZtAmHYwnTLcL34V60y7DedGhQZYec44/0eKNRBGjWi6zMFqZ1lWa7qOhp0yUxRcAAMpkYWwuAGAcHk3KJXRwtw2ItPGPtPTwf7XRiiKIsrTE/ISzhXcvG9QvRgMhiGeXoZGTl7CFjXIckziuKi5W5heoy8oUefnKggJVURGuMc6jGJdr2ybKrl07uzZtWOKXCzTbevwreojhsvmb5p1zqLeyaTlKsm5d3b1AWmbM+2Yw2VFDFob0mEKL8zWG+D2LMq4amZKiR38dOXDOK1cAACpV2rbbj+dJFQDAZ2EqPQ4UAyi2A5FPkSw5uGmgbmXGhTtsHxEkMuNMIUjqWY18bUwM5/5eIVVcwSGrOWSDkyIND8eAEV0/7hw2uEJNhP50i87u6GBfY12+BAAC3Fuv+fRoTvzxe78tN2qyI0jg4A8ixi9AGK878zWIoqQr93Ysozn5AIDJFbSa+JlPrzGmNRZFEKfn9leWFwBAxIQFQcM+oo8btMpLOz7NvX+O/iq0du0/e5etxwv2w4qa4vyyLLmqRq6WSKvy1Rf2gk4LAAqBIMVGqDJLenG29fp26i4H6zdDkH0z9czmo58LuOINc86+ghn/DeJfEDX6OtAT5ODdD+4UyNLmd2hMqumNIPdx/IWYxeVFqQCgQgQXBMNTOXW90xhl6Mwp3PrhfH/7lqam1dSoeDzWS0lW1jGT0nhkIdgfHSy2EjmL+A4CnouI7yDk4ST58akbdKRcW3v+oOyFpFYKAFZ2PlMXxglE9gBAUdSBXwY/y7wMAGIr10++SmJzG849eP3toAnFyfE31s4yz2/L4rnEWYTfE/l80DZkWkT4mL0ZeZJasyqKIN7WLA/tPe/i6+0Uj1lkXY9a02By+da+4bYBkbb+kTZ+ERinKdMFrtNqpZXK8sLCO5cKEs/TOcvmEDp6uHcc6NFpgMjZu8E7NAEKx1UlpcrCAoogbSIjmYKWMiPXgc6gmb9pUFHlMwAIcI9cNePPBiUyGoRCoWEwUJ4ZHSBJ4A/Pb7l7Yg29OqHBs7C38wi39Qi38wi384o0l5O9vn+pKYu8zdBFbYcvebVW0NATZK/dZ27klwGAkM28NX2ogSA3JaafT73aVrOXJnG9hU3WsgMiHZyrFIzMCqNj2F6IDQsVaAh1gUyZL1UUyVWG51lYAeqiCVUJ7uriag5ZwSEruGQ1hyKek4+FerUf0W1GpF9XBEEoCgbtvh+bVQUArhacG9P9F27sSpMeTHTsa0i4Rl/C5AmjZ67C3KLqRI2+WehV8gd71zy7etS0R7cPad9uxgpacCb32onEzZ8DAEsgHrrlinlAEABkxO+9vu9zOkkGZWDtRiw1rU7iH5zYcuxLrV4FAAhFtavRiQ0EAGgYSKIV12AWRBrs2faLSduFvFfUr2gQZdX51dJqN7tAofCN2epeAf9NH6E5lHoiMV9qrhfxlkAShnvXtl+LXalRSQDgKSvorHCMFLUCAC6ljtLcHGJVM2v+UQ73JV4VOo+Qz2+KG7dBFJ67nfHzX7SZ1LZbZNTSiWhDxtUDqdkTj16hu8BAN167lJkkrgMAJ/fWk+adY3NEKbf3n9hj9IePn3ncN6RRr8Ab2Q6aUHL/WuqRnyU5GeYH5QzeNYtgcYehK0YMWXzmGYfJiHASBPPVJbdiyhNOWmtbamlsAgiDYekeYBsQaeUVbNCotDKJVlallVZp5RKttForrTS3fJqDZ+3o3rG/e8eBVl4tpSZ4q8guTvvs1+EEgQPAe73nvderpfIRtI+wviNDUpR5ZdeC8mdJ9S9BEFRs72XnGWHnGaFVSoxpZwBBXd/vPuWn19Rc/fjUjR1JmQCAIsix93oPDfAAAJIk5mwaWFCWBQClaEAScwR9MgNFCb0lEKaMNAqYNYC+kMWPIPB+mO/avu3xrNsphzbQMtcEAtUcUmbJbxs5qG3H0VbeIXRiw447RR8fe0RfdXFa616+1ttPfHM2cS8AOGjQbqUsALBw9++88Geho3tjeYRvFmWpt+5u/4YmqgUAjM0NHz/ft+/42AWD5SW5ABA2dnbIqJn1LyzMiL+47WOtwugyDOo6sf24ZX/Errx497DpHF+l3ktlAAAKgXuW3BomCgAMBibiWbXy7Txz5Cpm4xR3rwyZTG0wEE3nEb5tvBtmGUqnM3DeBDPnPx8aleTa2R/uXd9BEgY9wo7n9RNS8khNortLwKS5sY3RpzUGnQ7HMPTVBEo0ZZIHP+x27BbpObJbE6etvP7gy8tG3dRpvly32zNol6e7b6dB43/9fU0XnUYGAJGdPhg8odHIC/Pt4KPZY16KW6DJ/B+kAAAgAElEQVQJVGenPr1wKD8h1nwvQgFSYR84YuKnKFCZl/6sTE1AXlTnEXqFBvUdK3dr2+nQZbUB55O6T9oGregSTs9hBo2SIkmKwGvysiqykiszkxqMcW8h2CIrt+h+7h0H2AZEtpDH8p0h5uqWvefXAAADxVZ/8lcLnToGA44gSIM0HxRFpl/Z9fT2saqCdJrBpAl4txnc95PfXtNDtvlOxuyzRk6TFT2jvupq1AU7m7h3+4lvAIDN5PYY8NuOh+UPy8zoMUkuGGzAlOWNaoFZiSCEg4DnZy1e3iOqq4ejqUX5N86kHvnZNK/QYAstHcI7aH27DEngq3ESABZ28Vg30A8A0hOOf3lqPj1o9ilmtW4/os30ZbRGo1qt5/HexSiHa9UPD/709PxBU2aOwN6V9lMyecKhW+JY/IbNb4rqovObp1bkPqS/ann8O3xSi6IAYGfpHMi15zy4SW+ynTqP9usxRcS3shBYv9ktYAPNwQmKophNhkGcurkz+fHVOgenDPjC07Fhqm4bG6PjiaIomUyG14u7roP/so/wb0RV2eOLRz9/mm60y9s7h06ad54neOu70jqgSLIlmWofnbz+W7IxRPurYAy7NpO2vWBMDm7QAoCljeeML++yOI0u2UzbwYnhvntfeztYB3ql7NnVY9mXDitK85s4TYnxBK37Dhw3TexijGv/9U7GrLMJAIAiSNyUgd08G04rVleXVWQmVWYmV2YlyQqfNaS4XQuEweCIrNgiKyvPIPeOAx1Co9+ST+j1QZLElzvey8i9CwCO1h6b5p3lsF7R1mpCSnZCSnbC+F5z5WU5FXkpFXkplXkpVQVpptRDGq4h3QfO298EQXZLEJdT3G/vOTqJdkyI1+HRvei9pUwl+WRtd6VGBgAT+iwc23M2AFzLK92UmHYyK5/JQN3EAnu+4EkZq0JhHNwchKyD74V19254GUrihuzLf6bHbNHKamdTAhjfOi/IZbsCgC9He2WUg1NARMbxHekxW27b6HKFBACE2Yd+v+D067TxdVCZdf/O1i/pXaAJISM/CRs3t4mrCIPu+v7PH10zRqnoUSRVzA5pO2JKz7knvzey/7iH9Rw4/+A/amH3S8ySS/eO1Dn4/UcHw7w70J/rqE88ffoUwzAA+Ouvv5KTk1evXt30/d+R+kR5udTZ+Q1QJ/+7kJMZdyFmMUVRUxZcbJrCrTFUVMiFQg6X+3aXmThJDj5wgZ7JMBRdG2qQXZ5v+i+CoFMWXHJrPDv7LW0H64KiSlNvndy/RZD3AIXauYoENE3gjkT0XfTBhzbCWmrp/PwqNzebvntjLz0rAgAPC2HqzFENJneaQ6+SV2bdr8xMUlYWs4WWHJEVW2TJsbDhiKw4Yiu2yKqJ4Jd/IKplZXM29qcTv7q1Gr5g3IZmL5FIlEwmo0GHjVavmvVTn4qaYm/nkMUTNjtae9DHSQKvKXlSkfewIi+lMvchxuIOnH/wNSlpnknkbbcfp3OKWjna3PxwiClweuOfC68kHwUAZ1uvX+ZfMGceV+oNApbxK05S38flrIgzsuthKPJlD69venk1RlqL6zSFdy6WpiSUpSRoZdXHLfvFWA4AAIwilpf85KErRBkY7bdWYtRZNz0FFIIgP8877+7gT98hP7/K3f3NR8A1AcKgS/tzc+bpnRRBAADG4Q3dcoUtbMr5otLIf45ZXHjvTIBCx6DHfgSNHvVlfurlkseJACCwchq7/GqzkaVvEAqFxmAgrKyaUp9odiKsoz6xbt06AKiurh4+fPiFCxe49XKN6uC/7yP8e0GRhF6nbCzApFm8so/wZaHQGbruPE1rcAvZzA3+lUVx39D/6tB7Qe8RK5u49q1uB+vjx7OXk8/s6yZNMyDMaxbBBR7Ra0YN7OFVd7dHO2yK5KrQzX9JtXoAmBYZ8PuwLm+7ev80xD84/tNh47Jm6cRt0SH9mj6/MR8hAOw9vybmqtE8LuRZzB61pn1wU2wgrwy5Th+94+SjyhoAsONz780Y7iY2jpJPClM++3U4vWv/asrvbQPratjWwbH08mkxGdLnbAxDgmw3Dw1sJm6Oom4mp/Y8WqYnEQAYXnN+VE2s+f+dIrsmOOB3suIAoEfrkfPGrKePvxsfYX1IcjJub/lCmv84aOiHEe8vauLMgvInPx6YSRMviAxklIJgGl7g9EEZ2LDPTzr6vtOUvpb4CJudCOuoT9Bp9ZMnT54+fXqnTs0zBjOWLVv2itVvMVAUtbB4XZvMvxQIgmLMV49WFQq5r6Da8QpgY4yRwZ4nMvMkGp2eIG8pLN6LalWTe83JvfXIaXubMJJczyv9Ku4eADAZaMy43g0ypr5ZdPLzqnEImFNld9UuasLg4X+M7e9j3YBHhF5gitgsfxuLI+nPAOBBaVWInWWQ3b9pS/f68HAMLKp8VlD+BABSshO6Rw7nsptaevN47AY5PvLLsjb+udBkN9YbtDdTz8hVNeE+HRmvnSpnDpwkhx68eKeoAgB4TCxu6qCA5xHIFEWu2jujWl4GAFEB3cf3XtDs3QLtBGPDHG7ly0rkOgB4XKnefqfIQFBt3cSN0QLrSWp4TF6JQg8AkU6CXcN8uEKxXqXQK6UIyggbM7vNR8ucbL0u3D0EAAUVT3tEjuRzRfC8y717cC3tvHuOZjBZfv0mNBHzfDnpr5V7P5bIjdw3HduOmvrRzpriLHllnumc9qO/8ms/4m1XuA44HCavEdFyE+4+upxTklHnYI/WI+2fS5EzGIzMzMz8/Pw7d+7Qk9qzZ8+2b9++YsWKltThXUyEAECS1Muyev4PAECSFMA7enI8Jtbdy+lgarYOJ9QGPBtcxgQ49xq8VChuirF3xumb2RI5AEwI8/kgskX05a+P1k62vjYWS7tGjgzyZDRCx0ySJP3gAm0t0sslmZVSALiRXza1lV9L2An+Swj36Xjt4Um1Vqk3aPPKHndrNbyJLkWbiOqcQFHkyn0fV9YUA4CnYyCGMWnilaeFKUlZV0J9OoheO54CJwxlkoK80qxVly5eznrIp6Qs0H7TySfcBpOrarQGtVIju3r/2OWkPwGAibG+nvJHCzPPLLnMqW2cUQS5kSulAAwkdS2nZvvtIjbGaOMiqm8pXXLu6fGMCgAQsBhxH7Xx9PF1iuzq3/99z27DPLsMce84EEEQK5F9VkFyWXUBRZEESUQFdAezLvfugaCoXWBUY7OgWqv49egXh+M20VRzHBZv1sjV7/Wex+GJ/DuMxlic4qwEoCiv1oO6TPjhNaN8XwENdrk6aHYiBAA+n//BBx/MnTu3Y8eOALB58+bw8HD6c7P4n2n0H413Zho14UZ+WZ89Z7U4AQCd3R0uTR7Iblwn7HpeadedpwGAyUCz5ozxsvwbUkUbg7mdSqrVh/0aUyhTAsCQAPeT4/v+rVX7G5D2LPGr3ybQ+7lpg74e2nlaY2c2aBqNTdy37cTXAMBgYBvnnLUS2f8Ss/h2hpHdmMPifzri+26tWirmJVVWlVUXlNcUllUXlEsKyiWFZZKCank5aSYU3DRG95g5se9nLTzZhEtPq+edfvyovJY7LdrdYuNg/7autZ6LW/nSLtvu0YxuPw3yn9+50czxtJzbX24fBwAsJuePzxPEAuu/yzTaBGQqyambf5y9tVetNRI+uDsELJ6w2dXOx/y0grQrd46tGvJZDJv3dhz8TVfyTZhG4UX1CYqi/P39z58/7+XVPBESvLOE+ooKmaPj/y+T1BtBVZVCIOC8Jh3ty2LvwydTjsfT/aKnl/OoYM8uHo6BNpb1V2z99sZeyC4CgEkRfntGdHuXlWwWhYXVrq61YbqnsvKHHjTqnR4c3eO9UJ9GrvvPYnfsqmPXtgMAC2Ovn33SvRH1MalUhWEMgaDWni+Rl3+6vhc9kppmIIqiYm/v23XmB5O8Q4/WI2cMW8FhNbApkSqrMvOSM/OTsvLv55Y8MtcLfAXYWDhuWRjXYEHNgqSo/fdLl5x7WqaoTcgZFGi7aUiAlxVXrsXDNybm1WgAoL+/zdmpkU3vjhZvGZGVfx8ARnX/dFK/xXW63N+LKlnp8eu/XbxzyPxp92k77qMhy1gNOWsoivy7wkSVSi2OE027z2TKapVWXuegjdjR1JZ/gfrE//Cvw3fx97+98kLqtC2f09ndsYu7YxcPhzB7awaKmIJFMRR9NHu071sKFn1z+OD4tV0PHgOAFZedNmu0k/Bdk9/+vcAJw6LNQ2mmYycbj5UfH7EStWj7smrfjMT08/RVP8+/wMJq7RO5pZlrD8yiKWwAwMXW+7MJmz0dAymKLCh/8igvOSs/OTM/uay6qbwXE7SIUA0WBIJxmVhrBzGB6wBAZ9AYcD0AaHRKgiQAYOaIlR3DBr5c41+ERG1YdvnZ1sRC/DmXN5/F+LybZ16N5o97xQAg4mAp86I9LJsJNbyXGbdi9zQA4HGEO5fe4jWeX/QuUVqdF3N169X7x8xJUz0dA8f3WdAuqPffWLG3in+B+gRFUWq1/l3a9/4z0GoNGMbA3qF+kAmmaaM+xBxWRzeHErmKzmL+B24HAUCp1JpvawBArtOH/RqTL1UCQD9f19j3+/9/c1sXlD9Z8MsQmiHMxdZ75YwjFvWyenQ6A4qizOea6XceXfphz3QAQBBkxfQD5pYoGlq9esfJby8nGWWbWBg70CPqaVGqyRZXHyyMbW/tZiF0riSEqRIkT81Wg6UKtSABAwARm3Vr+tDgtx/TlFmhmn8668KT6vr/2jk6eGpU81ztFEXN3dQ/rzQLACb2/ax/22l1utw7Rl5pVkz8lpupZ82NzH5uEWN6zGoT0PMfG6VhMBAkSb4UkeQbx/98hP9ovHsfoQkESaVVSG7kld4sKLuRX1aqaJhJ5B+7HWzQYXM1t6TX7rN0Ytm2wZ0/btMwLcV/GDdSzqw/PJceKN3s/X74+LD4RbYjcx+hRqea+VOvKmkpAPSMGjV39LrGbnvt4cmtx780ly4yB4fF83EJDfJoE+Ae6WwXeLVItfvBk7icYvLFwcffxmJyhN/ECF8X0bsLMj+bVbnwzJPHlbV60UOD7E5Mjmjh5dcfnlp3aA4AiAXWS0cfCwp4M2zUTYCiSJVWodYqNDqlRqdSa5UanVKhkSVlXrmXFWc+ngd7th3bc3aEb+e3XaXXxP8XijWSJGtqVNbW/wi7wb8LMpmay2W9mwyKpvFMIr9ZUHYjr+xmQZm5mMbkCL/d/7ztIABUVsob5Hmffy5xY2IaAHAwxrBAj+GBnv19XZtNtP8vIf7B8Y1/LqLnQg/HgB8+OmTOoaVUahkMlOZw+O3U8tMJuwBAzLfasiiuaaqtsur8NQdnZxel0l9txI6BHq0D3FsHurf2dApioJgOJ76+krQjKVOmfSF3TcxhjQ3xnhzh18Ht74k0oR2Hi2OflCv1jkJ22oIO1ryW9geSJD5Z15NWbB/f4/NxfWe8jRpmF6dtOLJAqZZpdEqtvhlyOwBo5dd5TI/ZwZ5/p8Jfy6HR6AmC/Hs30//zEf4PL41ypSahoOxGfllCQdnB0T19rP5BwaLNQmPAI7ceyzKbyzkYo5e38/BAzyEB7ja8v/NtfGeIS4r5OWYxHUTq5RT8/UcHBfU4H54UpizeMoKeLxeM20AHhRoI8l5xZbSrfYNmNpwwxCbusxTaBrpH2Vi8oJaXLZGPPXL5fmmtIjGKIL28nSdH+A0P9OD+AxJaqlSGby5m9/GzHhZs91IXXrh76NejSwHA1sJpx+LrDMYbbktWfvKynVOaMDWbgCBIm8BeY3rM8nN9FT/Z/2e8ykS4efPmJUuW0KQ1kydPXr9+fdPnkyQlk6ktLf+f5tS/DhQKDZvN/CfsCP91qK5WNGaESCqunHr8WnqFpM5xBop0dnccHugxLNDDRGXyX8Wle0c2H/2cfv19XcJXTN9Px3qoVDoGA2WykAU/D84tzQSAVn6dl0/bp8WJP5Kz1iak5EuVndwdNg3oEOnYUjqxQ2nZM07dlD+XxvSzFk9u5Tcpwu9dmkDfHgy4/qM1XaplZQAwe9SPvduMfYM3T3uWuGL3h7RGkgksjM3lCLhsgYAj4nGEPPozV9yrzZjGSKj/ydBqDQRB/r1BJK8yEc6aNatnz57Dh7c0beh/PsJXxt/oI/y3o9mkrifVsmOPco8+yk0uqazzEiAItHayXdunXWM83f8NnL9zcOvxL+kRwN+t1fJp+3gcAe0jjHu4d3fsagBgM7k/zo49nq1YfyvV3E+MIsi0SP/ve7Wx4zcVWqkx4HNib/3+nNKdgzHW9W0/s90/QqnqDeLkjT/+OLMCABAE8XON6BI+uGPYwBYG5TaBpKyrq/d/Qgc3CXkWiyf86uUUxGULzOlV/wNoiY8wbf2hgtjEOgfbr59tHeHb2CWHDx9eunQpAKxatWrcuHFN1+FVJsJevXoplcr09PSIiIjff/89IKA2IYkgSL0eZzBQFgszGAgcJ5hMBoOBymQaNhtjs5koimg0egDgclkURWm1BhRF2GwmjpMGA45hDCaTodfjBEGyWBiDgWq1BoqiOBwWgoBGo0cQhMNhkiSp0xlLwXHCYCCYTAaGGS+kS9Fq9RRVtxS6enQpBgOO48ZSdDoDSVIcDhNBELNSKJ3O8NqlEDhOvHIpFAX0cYqiGikFZTKxJksBDofVXFswFDU+ai6XRVGg1Rqr19APimFY3VLoH5QuBUVRNttYivkP+qZLaabbqFQ6mvKq2VKeVkhPZOWdelpwq6DcPHzDhse58+FQLxvxG+mcOh1Oh8Y19gqYd5uGSnkbnRM/m7hvV+x3z+fC1t99uAcFdlFF3ufbh9D5Z86+78dU+VWpXxCXMEHMYX3RKXxGZKBIwKlfylOpfMLReNPO289avHdY1zA7q5fsnHRbDOavgPkP2uwrYN5t3tIrUCOTztzQXampVcREEDTYs2108ICOoQOsxDYNdpumO2fyk7ifjsyhUyDEAusVHx6wt/B6zZGzwfG5JZ3zrY7PSqUOgBIKuXU6Jz360c8zdd3BwgYnwlZ+9Of66hOOjo7Xrl0DgK5du1ZWVjY9qb1KXH5kZOTKlSvLysr69Onz4Ycfmv8Lx0mpVKVW6wFApzNIpSq9HkcQhCRJqVRFECQAyOUamUwNAARBSaUqpVIHAAYDLpWqtFo9AGg0eqlUZTAQAKBUaqVSFUVRFAVSqUou15iVogMArdYglap0OhwAVCqdqRSZTCOVqgGAJOlStACg15uXYjCVolAYSwEwL4UwlUK35cVSCLot9Uuh20L3J/O20KWQJF2KWi5Xm0pRqehS8DqlYBiKYahcrpZKVaZSFAq6FEIqVWk0BlMpej1uemKmUmQyDQAQBFmnFK3WAABqtU4qVeE4+bwtKooCijJvC2Fqi1ZLt4UuhX4IFADIZGr6iT0vpfZR63R0KfSFJAAoFJrnPyjdltpH/bwUg6ktL/6garrb0H2JbsvzH7T2IeA4/ag1er0BgAJouJTnnfP/2jvz8CiqbIGf6i07gSQsaRIJkIQgyEAIIgYCZIFhGURRYFAGBB1AXMZP+FDw6VOYUVDe4OCgwMg28oABZ9jCakBAIUR5RCCShBCQkA4hS9Pptfb3R5FO0+n0cpN0J/T5/dWp1O1z+9S5daruveccFgAiFYoXEnqcnDWhfPHzK0cOTovtqpDJAKDaZJmx5wTLC42NU5JiY5y2UhqGwIO/xeJ8CDxonI2HADw4BBqMk2AI1BsnOzRh8qyxS6XBW3Trwoeb54oU+48D70le0Cjvtv5WjNULxnUIXTcu9fqb0ycnPiId0VmYJd/+mLzhP4evldkZ55e5BU9s3G/1gtP79fpp/jPxoSEPDgHJbBoPAVvjtA40x8ZZr2r7IeDQOB+8D9gPATvjlE5+0DgbhoCtqmkzzJu4alj/sdYgS1EUrpTmbjzw3tyVT3ywafbxvN0VlXetxnnvnhHA2RA4mrt79c7XJC/YMbTLipd3xEUnWYeA7XB2MgScG6f1/uyOcbbq/dlgMEvdsLs/S9pwk6lTp+7evRsAdu/ePWXKFIVCER0dfePGjdLS0ujoaJfN3X0jTEpKKioqgvq8cBJ6vT46OtpgcLxn2grPC9XV+q5d29wO+7ZPba2hqSTIiHM0Gq1aTRiLdupmReaWbKkS3qLUAZ+MfaJFu9bm2Ht646bsP0ufI8Nja3RlACCC7HvVH+5RagDo16XTO2mDpvfvbc3s+t0NzeuHzl6ubFhnnZD4yP+MG5YYGa6n2QUHzmy/VCIdD1Yq1k5InZPcx6s/yRdoNNqOEYqzV46czt9/6fpZu4xxKkVAcp+Ro5OnDOmb7nxu82jejnX/XiZtZeoaEbv85e3dIh5p3a77FKOR5jjeYcETKy7fCBtXnzh58mR6ejoAnDp1Ki3NRdkZd3dhFBben+WnaXrAgAEHDhxITEw8duxYSkqKy7aiKHrk2xErNM36Ns60/SI99pIxMi56eUbKO8fzAGD12UvDe3R7KimuxXrWbEws17J5wyenvcwL3NbDKwFA8oIAcEOeco9SD4qOWjZy0NN94+ySU4/qqf6/Bc98kffL+ycvaM00AGQX3zp+/fYfU/oeK7ldXKOTTuvfJWLXtIxHO/tFekWTiVGrO2WmPJeZ8pxWX/X9pYOn8/cXl+VLLw8MR+cWHMstOBYeEpE2aHLG4Gd7qR9t/CUHvt/0j4PLpSbdO/da/vL2qHDXLzTtGmn6tJlfolQqx4wZs379ep1OJyWXWbhw4f79+wFgwYIFBQX2CbvtIFkjPHz48JIlS3iej46O3rBhg8uspqIIPM8rms7djDQFzwsyGdVmU0K0ZaSVCeLmogi/234ku/gWAHQKCrgw/5menXwfCKun2bXnr/z17OUXk/usGjO0pb7213uGj85cPHX+qwT2O+mImepg6vXu0lFPjE94xLn1VRktS7/N2/R/RUKjO8lLg5P+Nv7JthAa4R0cmlxlbdnp/P2nf97/6x37PE291I9mDH42bdBka06DPSfXbTuySvrco1vS8pe/bpz65+FDEERRFOVNVMWScPlGCAAnTpyYMGHChx9+uHjxYgDo0qXLyZMnRVFMT0+/e/eu8z5gHCGCOKbWTCd/8Y2Ukm2wOuqHl55yUoijtamjmb/lXvnr2ctS0XYAeHdk8vIM1/MxzinV1v3lVP62n4tZXgCARP5MH+4MAPzutytfHu1BGMBP5VWvHfoht+z+7aZDgOrLScP9MLO5E0o1BTk/7TmVv6/O+EDcjkKuTEkanZnyXFFZ/u4Tf5cOxscM+GDuVucZDPyKwo37NScu2B0c9F+zOz3a0/qnbfUJANi1a9fbb78tiuKqVaumTp3q/PsxxVqbBsMniGmRmjh5t++O+Go/wwsA8Mrjj/59outS1y4p0xn+cjo/La5bRq/uzmMPJHQW5rPcK2vOXdaaabt/Lc9IeXdkMlk3rtXo/nL64tc/l0hLoRKjeqpHyM+p+Op3X1zv6ReKImzNL37neJ46LHjXtMz2lWahRXDH5Die/fFqTs5Pey4UfSdVB2xM37iU91/c3EZSeHuBFkmx1g6qT3CcUFGhbTsFStoRlZW6sLCg4GCVrzvS/rhx427Pnp6lCHHI33KvvHHorPR5x3MZ0x/r3Zxvq9CbRm46cK1GBwAUBQO7RWX17p7VO2Z4j26BjV4371mYNecuf3bu8j2bnGQ9O4XFhoeevlkh/blqzNDFwz1LI1JYfe/Ppy7uuFzCCw1jf3RP9fujB4+Mi66pMQhAd44kHK11NBMgl/vw1dmHeGRyWn3VqYt7cy7ssZsy/U186rJZG8mKTLVT6urMLMtHRjYrhUU7qD6BIO2aqbu+3V1QCgBhAcq8eU8nRblVGL0xVUbL6M0HCu5qG/8rSKlI69Etq3dMVnzMY10i7lnoNecuf5Z7xTYtZ++IDkvTBs38TYIgis/sPH6o+JZ0fM24J98Y1t+dDtyzMIuP5tqt56X3Uv/36JQRPbqR/SikmZTdLTlx4ZsTF/Zo9VWpj41/6/efPWTx8u0C75RhApblME8YASzLy+UymQw3y3hMC264raOZlC//I73G9e8ScX7eZIJNm1oznb75oFS4SiGTDene+cfyKttpSSvdQoNNLGdNSAYAiZHhy0YOmjEgXgpwBAALx0/afvT49dsAQFGwbuLw+UMcbEG0Jbv41rz9Z8rrGpJ1Zfbu/v6owcMfdIEcx1MU5XznAuKQ5pgcyzE/l3w/MGGEH3pBnhdEUfTtbkpcI2zT4BohMS2yRmjl5zs1wzbuM7McAMwelLj56VEeNa+jmayth/Ju3wUAuYz655TRv38svo5mTt7QHCu5ffx6+bX6eAM7+nbuuGxksm0AnxUTy034+sh3NzQAIKOojU+lNRWrV2um/3To7D9/vmY9MiY+5r1RyamPOHgLtC3DhHhEy5qc/+AvZZgwoJ4YDKgnpjkB9Q7Zcblkxu4T0ud1E4cveNzFG5gVrZnO2JJ9saIaABQy2Y7n0p/tZx9xdNdoPnWz4tvr5YeKb92uMwLA4zFd/pwxJLO3s/KwZpabuP3IiVINAFAUfDHRQYXFDT9dXXLsvHWVMSEy/B9PpaXFNRmaptOZFAo5PnsR0OIm5ye4E1Df2uAaIYK4y+x/f7c1vxgAgpSK3D9OHtA1wmUTO1/1+YThrzj1oLwg/lheVWO2jEuIlbkRP6qn2THbsqW4BbmM+t9nM6b2v+9lq4yW17J/2HXluvQnRcGcQUmf/vaJjoG49wppZxRWGct19rumk7uHdQpqmZcE7xTmFY1GOizMLyq9tSwmE61SKTAXAQF1deYOHVwHJ3iEieUeX/8fabdLbHjokuG/mTkwoUNAk36F5vjJO44duXY/V8unY594K3VAy3YJAO5ZmKyt2T+VVwGAUi7719TMyX3jdl25/lr2D1XG+jShHcM2PDUiq3eMy2+T8izjij4BrWFy/tOoxboAAA69SURBVADDcFL6cifnvLSn4Ksfy+0O5vwxJb2344fRM2fOvPHGGzqdrlOnThs3bhw0aJDzPnhjSVwQhJoa11UlkcbodCYpXy3iKXfv1rX4dwYrFXumZ4WqlABQpjO8mv1DzKfbXzn4vW3KTSssL0z7V47VCy7PSGkNLwgAHQNVR/8wfmC3yHqh32ZtzZ7+rxzJC8ooauHQfpdffdYdLwgABoMFEyKS0Rom5w+YzYyU37w5zJ0795tvvgEArVbbs2fPadOmffrpp9evX1+xYsX8+fNdNveGI5TJZFiVl4ywsCB8NiejmWFJTZEU1XHT0yOtb4F6mv0i75cBf9+T9tX+nZevS6H3AMAL4sxvTu4rvCn9+U7aQOLId3eICAo4PntC/y4RAMDwwrfX7z87J0SGn3xx4ucTUiXn7Q4hIbgmTUgrmdxDT2Cgsvlr0nbVJ5RKZWlpqVarLS0tvXTpksvmuEaIIB5jYNh/5l9bl/eLXZn7rqFBLw1Oenlw3/dO/LQtv1g6+Kdhj/113DAv9KrSYB616UBh9T0AkMuoN4c99mF6iv+k+kQeYlxOjdpVn6itrX3llVcqKirmz5+/YcOG2loHcza2eGeNUNBqjZGR/pIxqAXR6UxBQSp8KSSgqqquc+dWz/L13Q3Nurxf9hbeZHkHEYEAMG9I3y8mjvBa1nSN3jRq0wGVXPbV5JFDY0gS6xgMFrlcFhSEG2o8xjsm9/BhNjM8L4SGOttE4s4a4bx58/r27btly5b8/HyTyRQYGCiTyQoKCl544YWLFy8674M37rCCIOr1FnSEBJhMtEIhR0dIgE5n9sJdaVRP9aieao3etP7HXzZeKKzQm2z/+4eBiesmDvdm7RB1WPD3L00KD1ARJzmzWFilUo6OkADvmNzDB8NwLMs7d4TuMG3aNKn6BADMnj07LS1t4cKFX3755YwZM1y29U5mGZGm2UDctO05NM0pFDJM80GAycR4OUerIIonSjWf5V7OLr4livDS4KQNk9LaXQUtluUoisKNygR43+QeDjiOF0VR6XQOf9sFzZmb9rkJF6XF9encsPvEtvpEaWnp1KlT9Xr96NGj165dq1S6WPbGNUIEaWEuVdYeKr711pMDlPgEgyBeoZnVJ7wxUDlOKC93sVaJOOTu3Trcy07Gr79W+0r0gK4Rb48Y2E69YG2tQa83+7oX7RIfmly7Rq8319Yamvkl27Zte/311z/55BOy5t4ZqyLL8l4R9LDB87wg4Cs7CWhyZAiCiCZHBpocGS1icnPmzCkrKyOrwQRemxoVBBFLKBAgCCJFUe1unaktIAiCTNYu38l8i3RDQJsjAE2OjLZgcnjZEARBEL/GO2uE/K1bOHtOQmXlPZPJPtUs4g6lpVW+7kK7pKbGUFeHa4QkoMmRUVdnrqlp7hphM/FGgBpFUQEBGAlHglKpwNgJMtDkyMBwHWLQ5MiQy2UuV+hKLxysLM23O9hv1MwOnXs4aWU0GhMSEjQaDQBoNJpZs2aVlZXFxMRs27ZNrVbbnonhEwiCIEib5uSmP/1yervdwaeW/Dum7wjp89y5c8ePHz9lyhStVpucnHzt2rXVq1evWbPmzp07ko+bPXt2//79Fy1atHr16itXrmzevNn2q7zx6CeKosWCMQAk0DTHN5G7C3GOyYQmRwLLchyHux9JQJMjg+N4lm1ujR27pNsKhWLRokVlZWXWE3Jycp5//nkAmDFjRk5Ojl1zbzhCnhfu3NF5QdDDR22t3mJhfd2LdolGY5+HAnEHnc5sNOKyNAlocmQYjbRO19xl6fT09PPnz5vN5u3bt8+cORMA5HK5QtEwWV1ZWRkVFQUAkZGRlZWVds29U4aJwqq8ZAQHByiVmOyKhPBwLJFKQmCgEnPbkoEmR4ZKpWh+5S+lUjlmzJj169frdDqH0YRRUVFarRYAamtrJY9oi5fqEWLGbTLCw4PxrkQGpj8mIzQ0EDNuk4EmR0ZQkKr5GbcBYNq0ae+88440/9mYzMxMae50z549WVlZdv/1ToV6Uas1ekHQw4deb2YYrFBPQk2N3tddaJcYjTTOxpOBJkeGxcK2yGz8iBEjZDJZU7UmPv7443379g0ZMuTAgQMfffSR3X+9U4ZJ0OlMWKSeAIPBIpPJ8KWQAK3WhPMQBJjNjFIpxyL1BKDJkUHTLMvyzovU9xs9K6bfKLuDkd37Wj9zHHfw4MHU1NTu3bvbnmMNi1Cr1U7ycXunMK9oNNK4TEiAyUSrVAqsiUNAXZ25Qwdcs/EYi4WVySh89iIATY4MhuEEQWzms9emTZvef//9gwcPkqUbxThCBEEQxK/xUvhEZSWGT5BQW2vABRsycC87GTqdCcMnyECTI8NopHU6k2/74KWAeiyqRwZNsxhQTwZGN5PBsjwG1JOBJkcGx/E+r2Dl7tSo+0nbGiOKwPM8LnQRwPOCTIZ1mEhgWR5DMAngeYGiKCyaRgCaHBmCIIqi6NsMt27JXrlyZXx8fEVFhfTn0qVLx44dW1hYOG7cuGXLlrlsTlGAXpAMuVyGXpAMvCWRIZfL0AuSgSZHhkxG+TzPu1tvhDzPi6KoVCqlk2NjY/Py8qKjoysqKoYOHXrr1i2bMwWT6f72a4bhaJoLDFRSFHX7dk1kZFhISIBMRhkMFgAIDQ2UdpMqFLKgIBXL8hYLq1IpAgIUNM0yDB8UpFIoZCYTzfNiaGgARVF6vUUmo0JCAhxKUSrlZjPDcUJwsEoulxmNFlFskCKXy4KDVRzHm82sSiUPCFDWS1EqFHK3pSiUSoXFwrCsVQotCGJYWKAoigaDSykMzwtNSJEFBqokKQEBCpVKYbGwLMsbDJbw8GBRFB+UQgUHBziXYlU1RUFISKAkpV7VnMXygJQmfktjKRzDPKDqRhdUMBoZ2wvalJTQ0EAAWymCddd+4wvq0mxspUhmYzTSGo02Pr4b3A9BoUJCWl6K1WwAKKsU58YZEqKSyeyNU5JSr2rbIdBc4xRF0e0hcN84a2uNHMeHhgY6lOKG2bg7BAwGC0XZD4FmGqckxe6CSkPAfeNsJEUwmxlJinOzqaqq69GjsxOzaTQEwGCwtNIQIDJO39yfq6rqBEGMju5oZzaiCF4L43HLD7uftI3nBbOZkWLAWZY3mxlpvUE6LggCAFgsrLRkKK0d0jRrPYHjOABgGM5sZqS1MelkUQRRBLOZkXaO2ErhuAYpUkPJW5vNDqRI1ibNRzMMb5VC01JDAJCkMAAgCKKdFJZtOFkQJCmMJEU62fa3SFIkJdRLYW26Z9eQs3aP4+xPtliY+t8C1pPrlcDbqNq+ocnEmM2sVQn1v0Ww01j9dWEcqbqhIctyTf0W6WRHGmuQYntBAewaShrjHGqsCVVLSmiQInVP+i00zQqCACACNFyXxlIkJdRf0AeMs+kLan+yKIIkpbFx2kqpV7VL4+TsjLPREGCsv+XBIeDAOKVVq6aGQFPGyTCc7RCwbWhrY3bXpfFwbkqK1NBkcjIE7DVmNwQeVHXDdZG6V68xa/ccG6etFCd3G1tVuzEEBJvf4ngISA2txtn0ELA1To+HgNWSbYeAK+P0zf2ZYe7nebe7Pzc/E7f7OH4jTEpKKioqAptoRACgqPsnq9Xq/Pz8Ll263LlzZ/DgweXl5V7rLoIgCIK0LI7fCAsLC0VRbGrW1HnStsaIImCeMDJYlpceBhFPkZ5kEU/hOB43KpOBJkcGzws+36jsQUC99Y1Qo9HMnj1bq9VGRERs2bIlOjraeUOO42/fro2L69zczvofFRXaDh2CnScfQhxSUlIZH9/V171of1RX65VKeXh4sK870v5AkyNDpzOxLB8V5cvsdB4kUnIzaVtjKIrCfPZkBAQofb6fqp0SHIwmR4JSKcc93mSgyZHRFuwNU6whCIIgfo2XyjDp9RYvCHr4MJlon8+et1Pq6ppb89o/sVhYXNEnA02ODIbhfJ5I0ksp1qTd2Iin0DSHOxfIMJkwYSYJLMvhsxcZaHJkcJxXIyUcglOjCIIgiF+DGzEQBEEQvwYdIYIgCOLXoCNEEARB/Bp0hAiCIIhfg44QQRAE8WvQESIIgiB+Tes6Qo1Gk5WVlZSUlJmZKVW3R9zBaDSq1WrpM+rQHQoKCp588sn4+PiBAwfm5uYC6s1tysvL09PTExMTExIS9u7dC6g6Dzl37lxw8P3UrKg6d/j8889DQkKioqKioqLeeustaAN6a11H6GktewQAVq5cGR8fX1FRIf2JOnSHOXPmvP322yUlJUuXLp01axag3tzm448/HjduXHFx8datW+fNmweoOk8oKipasWKF2Xw/pwyqzh0KCwu//vrr6urq6urq1atXQ1vQm9iaxMTEaDQaURQ1Gk1sbGyrynpo4DiOZVnrpUEdusPatWsZhhFFsaioKD4+XkS9uc2lS5e0Wq3RaMzOzu7Xr5+IqnObioqKzMxMqTi5dARV5w4ZGRlDhw4NCQlJTU29evWq2Ab01rqOUKlUSrcnmqZVKlWrynrIsA4t1KGbCIJw9OjR5OTk7OxsEfXmIb179waAI0eOiKg699Dr9VlZWcXFxSKOVg9ZvHhxTk6OXq//4IMPUlNTxTagt9adGo2KitJqtQBQW1sbFRXVqrIeVlCH7lBVVTVp0qS9e/fu27dv/PjxgHpzG6PRKIri1atXd+7cuWDBAkDVuUdJScnx48cTExMpigIAiqJu3ryJqnOHVatWpaenh4aGvvnmm/n5+dAGTK51HaGnteyRxqAO3WH69OmvvvrqunXrYmJipCOoNzeZMmXKzp07lUplbGwsTdOAqnOPgQMHWt8nAEAUxbi4OFSdS2ia7tOnT3FxMQAcO3YsJSUF2oDJtW7SbU9r2SNWKOr+pUEdukSn03Xs2DEyMtJ6pLq6GvXmJgUFBXPnzq2urlYqlWvWrBk7diyqzlNwtHrE4cOHlyxZwvN8dHT0hg0bevXq5XO9YfUJBEEQxK/BgHoEQRDEr0FHiCAIgvg16AgRBEEQvwYdIYIgCOLXoCNEEARB/Bp0hAiCIIhf8/8M5YcYXi9aLgAAAABJRU5ErkJggg==",
+ "image/png": "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",
"image/svg+xml": [],
"text/plain": [
"Plot{Plots.ImmersePackage() n=10}"
]
},
- "execution_count": 66,
+ "execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bgcolor = colorant\"white\"\n",
- "plot(data, w=3, bg=bgcolor, palette = generate_palette(bgcolor))"
+ "plot(data, w=3, bg=bgcolor)"
]
},
{
"cell_type": "code",
- "execution_count": 67,
+ "execution_count": 8,
"metadata": {
"collapsed": false
},
@@ -5490,11 +17638,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5502,8 +17650,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5515,34 +17663,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5550,40 +17698,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5592,7 +17740,7 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
@@ -5610,11 +17758,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5622,8 +17770,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5635,34 +17783,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5670,40 +17818,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5712,14 +17860,14 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n"
],
"text/plain": [
- "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13382, maxsize=Inf, ptr=13383, mark=-1),nothing,\"fig-6cf02273297c4c74814c67b2793af75e\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-6cf02273297c4c74814c67b2793af75e-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-6cf02273297c4c74814c67b2793af75e-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-6cf02273297c4c74814c67b2793af75e-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-6cf02273297c4c74814c67b2793af75e-element-8\\\")\\n .init_gadfly();\"],false,:none)"
+ "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13368, maxsize=Inf, ptr=13369, mark=-1),nothing,\"fig-d4273d1135fc432b8fe6a8bc6710367d\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-d4273d1135fc432b8fe6a8bc6710367d-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-d4273d1135fc432b8fe6a8bc6710367d-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-d4273d1135fc432b8fe6a8bc6710367d-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-d4273d1135fc432b8fe6a8bc6710367d-element-8\\\")\\n .init_gadfly();\"],false,:none)"
]
},
"metadata": {},
@@ -5727,25 +17875,25 @@
},
{
"data": {
- "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlgAAADICAIAAAC7/QjhAAAABmJLR0QA/wD/AP+gvaeTAAAgAElEQVR4nOydZXxT59vHfyeeNNKmnqZpqRttgdJSKNCipTgUd3cOGxJgGwMmMJjLf8o2JkzZ2JAxZLh7kbq7N/X48yKpUg3QrHvy/fRFc3LOua4k17ntkhswYcKECRMmTJgwYcKECRMmTJgwYcKECRPPADqd7uHhZWwtuiWOjs5cLs/YWnRLfHz8ja1Ct8TOzl4otDS2Ft0Sk8kZhlBoaWdnb1wdKF0gg8fjL1mytgsE/feYNGmai4u7sbXolqxf/6KxVeiWDBkS2adPiLG16JaYTM4w+vQJGTIk0rg60LpAhkKhiIm53QWC/nskJsbLZKXG1qJbcvPmFWOr0C3JyEgtL5cZW4tuicnkDCM/P7emptrYWpgwYcKECRMmniksFjsiYoSxteiWBAX1s7a2NbYW3ZJRo8YbW4VuiY9PT2dnF2Nr0S0xmZxhODu7+Pj0NK4OHfURmpmZ5eTk6P4XiUQnT56Mi4s7deqUSCRq91oOhxMVNcFwHf8fM2DAYHt7B2Nr0S2Jjp5lbBW6JYGBQe7uptA2QzCZnGG4u3sFBgYZW4sOIJVKc3NztVqt7uXXX3+9YcMGAOvXr//qq6/avZzJZPXrN/DZqvgfpWfPQEtLK2Nr0S0ZPHiYsVXolri5eTo4OBpbi26JyeQMw8HB0c3N09hadAAqlUqj0eo7wszMTHt7ewD29vYZGRmNz6TRaHy+gM3mAGAymXy+gMFgAOBwzPh8AYVCBcDj8Xk8PgAKhcrnC8zMzADQ6XQ+X8BksgCwWGw+X0Cj0QCYmXH5fAFBEARB8PkCXS4Bldq+FC6Xx+cLAFAolA5I0V1IAdCuFDabw+cLqFRaR6QwmSw+X0Cn0zsihcFg8PkCJpPZESm6r5rFYndEiu6r5nDMOiJF91WbmXE7KKXZD9q2lGY/aNtS2jCbplLaMZuWpHTIOHVSOmicOikdMc5GUjpinNyOG6dOSgeNUyelg8apk9JB49RJ6aBx6qR00DjrpHTUOPl8QceNUyelg8ZZJ6Vd42yQ0mHjZHXcOA14BLpL+6z7NroGakdO0mq1Go1m+/btO3bsAPDGG2+8+OKLGo1GoVC89tprr776av2Zrq4ezz+/lcvlP3wYEx4+fNGilaWlpTJZ6e7d7w8YMPj+/TuVlRVbt74yePDQf/7529LSeuvWV8Rip1u3rvXqFbRq1XoASUnx48ZFz5q1MDMzvbCwYNWq58eMmXTp0jmNRrNz55t+fgGXLp11cXFbv/4FgcDiwYO7gwYNXbx4VXm5LDMzfdasRdHRMx89iikvl23evDMiYuTp038JhZYvvPCqRNLj5s2rAQF9Vq9eT6FQExPjxoyZNHv2ouzszIKC/BUrnh87dtLVqxeVSuUrr7wVEND7woUzzs49Nmx40cLC8v79O2FhEUuWrK6srMzISJs5c/6UKbNiYx/IZGWbNm0fPjzq5MljAoHFiy++5uzseuPGFT+/wDVrNtJo9ISE2Kio8XPnLs7JycrPz1u2jBw3Lvratctyee0rr7wVGNj3woV/HB0lGzdus7S0jom5HRo6aOnSNVVVVenpqdOmzZk2bY6dnaisrGTJktUjR445ffo4l8t76aXXXVw8rl+/5OPTc+3aTQwGIz7+UWTk2HnzluTl5ebl5SxevHrChCk3b16tqanZsePNoKCQc+dOi8WSTZu2WVvb3rt3q1+/sGXL1tbU1KSlpUydOnvatDmJifGlpSXPP/9CZOTYM2dOcDhm27btcnf3unr1opeXH0lK2Wx2bOyDESNGz5+/tLAwPzc3e9GiVRMmTL19+0Z1ddX27W+EhAw4e/akvb2DVLrdzs7+zp2bffv2X76cVCgUqalJkyfPmDFjXnJyYklJ8bp1m6Oixp89e5LJZL388m4PD5+rVy94eHivW7eZwzGLjb0/dGjkggXLi4oKc3Ky5s9fPmnStLt3b1ZVVb700uv9+w8+c+aEra3d5s07RCKH27dv9OkTsmLFcyqVOiUlceLEaTNnzk9NTS4uLlq7dtPatZv++OMXKpW6Y8ceb++ely+fd3PzeO65rTwe7+HDmCFDRi5cuKK0tCQ7O3PevKWTJk2PibldWVnx4ouvDRwY8c8/f1tb227ZslMslty6da137+CVK5/XarVJSQnjx0+dNWtBRkZaUVHB6tUbxoyZeOnSWQA7duz19Q24dOmcq6v7889v5fPNHzy4N3jwsEWLVspkZVlZGbNnL46OnvHw4b2KivItW3ZGRIw4ffq4paXV1q2vODo637x5NTBQ9wgQSUnxY8dOnj17YWZmRmFh/sqVz40dO+ny5fNqteaVV97s2TPw4sWzzs4uGza8aG4uvH//7sCBQxYvXlVRUZ6ZmT5z5oIpU2Y9enS/vFwmlW4fNizq1Klj5uYWL774mpOTy40bV3r27LVmzQYqlZaQEBsVNWHOnMXZ2ZkFBXnLlq0bN27ytWuXgoNDN258ydPT98KFf5ycnDdseEkotIqJuTNgQHjdI5A6Y8a8qVNnx8U9lMnKNm58eeTI0adO/cXnm7/00ms9erhfv37Zzy9gzZqNdDo9Pv6R7hHIzc3Jz89dunTt+PHRN25cqa2t2bnzrT59gs+frzdOm3v3boWGDly6VG+cukcgISGurKxk/foXIyPHnj79t5kZd9u2Xa6unteuXfL27kmSm5hMZlzcw5Ejx8ybtzQ/Py8vL0dnnLduXaupqd6+fU9QUOi5c6dEIrFU+rKNjd3duzeDg/svX07W1tampSVHR8+cPn1uUlJCaWnxunVbRo0ad+bMCRZLZ5zeV69e9PT0WbduM5vNiY19MHz4qPnzlxUWFuTmZi9cuHLixKl37tyorq56+eXd/foN9Pb2y8pK37x5u7296M6dG0FBoStWrFOpVCkpiZMmTZ8xY15qalJxcZHuETh37jSdzti+/Q0vL78rV867u3s999wWLpf76NH9IUNGLly4vKSkODs7c968ZZMmTY+JuVVZWfnSS68PGBB+5swJGxu7LVt2ODg43r59vXfv4JUrn1OrNcnJCRMmTJ05c0FaWkpxceGaNRtHj55w4cIZCoWyY8ceHx//y5fPtdg+Z2dnzJmzePLkGcZqn/fs+bBv39DTp483a5+9vf0ePbr/LLq9J6J+RpiTk2NjYwPAzs4uOzu73QuFQsu9e//3bJX7j0KSUn//3sbWoluyb9/PxlahWzJz5oLhw6OMrUW3xGRyhjF8eNTMmQuMrUWHqe8Iv/nmm1WrVgFYvXr1119/3e6FVCpNLJY8U93+q9jY2OlWGEx0FlPoo2EIhZa6NSsTncVkcobB5wu6UzGj+o5QJBKdOHHixo0bf//9t85ZaMKECRMmTJhoFXNz4SuvvGVsLboly5ev8/UNMLYW3ZIPPvjS2Cp0SyZPnhkePtzYWnRLTCZnGOHhwydPnmlcHbqi1iiFQnRl/M9/CSaTSaV2KKDJRDM4HK6xVeiWMJlMXVSkic5iMjnDoNPputhaEyZMmDBhwsR/FwqFasoKNwyBwNw0VjIMU2k6w+Byeab4LMMwmZxhsNkco2821xVLo+bm5ps37+wCQf895s9f5unpa2wtuiW7d39gbBW6JePGRYeFhRtbi26JyeQMIywsfNy4aOPq0BXbMCmVyqSk+C4Q9N8jMzO9srLC2Fp0S2Jj/32puN2B3NxsmazM2Fp0S0wmZxjFxUUqlcrYWpgwYcKECRMmnikMBsNUHsUw3N29BAILY2vRLQkK6mdsFbolEomzra0pOdgQTCZnGLa29hKJs3F16AofIZfLmzNncRcI+u8RFTXeyamHsbXolqxY8byxVeiWhIVF+Pv3MrYW3RKTyRmGv3+vsLAI4+rQFTlqBEEBkJgY1wWy/mPQ6XSTm9AwGAz6v7Fi778eCoVaWFhQUlJkbEW6HyaTMwwqlVpWVpqfn2tsRUyYMGHChAkTzw4zM7PoaCNX0OmmDB0aaapXbhjz5i01tgrdkuDg/t7efsbWoltiMjnD8Pb2Cw7ub1wdusJHyGSyQkLCukDQfw8/vwCh0FSLwBAGDTJtF24Ibm6eprGXYZhMzjDEYonRd6jvCh+hWq3OyckyLQEbQElJcU5Ollxea2xFuh85OZk5OVnG1qL7IZOV5eRkVVVVGluR7ofJ5AyjqqoyJyfTlL1qwoQJEyZM/KcRCMzXrdtsbC26JTNmzHd39zK2Ft2Sbdt2G1uFbklk5NiQkAHG1qJbYjI5wwgJGRAZOda4OnRFiTUqlergYPI6GIKNja2pArJhODmZtgs3BKHQSq1WG1uLbonJ5AyDzxcYPRKC6AoZBMFisWtqqrtA1n8MJpOlUqnUalMhvk5jZmZWVVVlbC26HwwGQ6vVKpVKYyvS/TCZnGHQ6XSCIBQKRVsncQRgmDU/WFkEVZtXdZiu6AhNmDBhwoQJw5n6GoKnND/4yVwkXW3jIjMzs8TERJFI1O7tuyJ9Qii03Lv3f10g6L8HSUpNZVoNY9++n42tQrdk5swFw4dHGVuLbonJ5Axj+PComTMXPOFN9u3bN3nyZAAWFhapqak0Gk0qlSYlJdnbd6hwbld0hGq1xlSxyTBkMplCITe2Ft2SwsJ8Y6vQLamoKDd5MQzDZHKGUVNTXVFR/oQ3+fnnn6dMmQJgypQpBw8eVKlUb775pqOjYwcvNy2NmjBhwoSJfzftLY3S6fSEhAQfH5/jx4+vXbv23r17uuNarZYg2u/mumJGSKfTPTxMOQCG4OjozOXyjK1Ft8THx9/YKnRL7OzshUJLY2vRLTGZnGEIhZZ2dk+685dSqTxx4sSyZcsEAkF9L9hxuqIj5PH4S5as7QJB/z0mTZrm4uJubC26JevXv2hsFbolQ4ZE9ukTYmwtuiUmkzOMPn1ChgyJfPL7/PTTT7t27fr+++8NuLYr8ggVCkVMzO0uEPTfIzExXiYrNbYW3ZKbN68YW4VuSUZGanm5zNhadEtMJmcY+fm57bulC1KRfL35wZomnsULFy5oNJoDBw48Ve1MmDBhwoSJ7gCNRps4ceKJEyeMrUjrsFjsiIgRxtaiWxIU1M/a2tbYWnRLRo0ab2wVuiU+Pj2dnU0VUgzBZHKG4ezs4uPT8wlvsnDhwszMzICAAMMu7wofIYfDiYqa0AWC/nsMGDDY3t7B2Fp0S6KjZxlbhW5JYGCQqbytYZhMzjDc3b0CA4Oe8CZffvmlo6OjAWEyOrpiGyaNRltaWpKVldEFsv5jVFdX5eRkmvK6DEAmK01PTzG2Ft2Pmpqa3NzsJ8/r+n+IyeQMQy6vLSjIKykpNrYiJkyYMGHChIlnB5fLmzNnsbG16JZERU1wcuphbC26JStWPGdsFbolYWHh/v69jK1Ft8Rkcobh798rLCzcuDp0RfoEg8EwFcw0DHd3z6ysDCDV2Ip0P4KCQoF3jK1F90Mi6VFYmA/cMbYi3Q+TyRmGra29tbUtcLaNc3rZ2vbg85sdvJCVVVhT81R06IoSa1Qqzd5eZPIRGoCNjZ2p9qNhODu7pKWZHDadRii0VKlUplRCAzCZnGHw+QIajda2j3D7gAGT3JuXFln899/Xc3NbPN/X1/fzzz+3sbGprKxcvnz51attbVIBw6JGV69eXVVVVVRUVFRU9NZbb7V7vlqtMvWChlFQkGfqBQ3D1CQZRklJsTF7QZ6RN2h9EkwmZxjl5bInj5RptvvEN998s3v3bjc3t9dff33//v3tXm5IR+jl5TV79mwrKysrK6v169e3e75AYLFly04DBJmYP3+5l5evsbXoluze/YGxVeiWjB072WgOG3tPbP0HozeA0hXR7E8dk8kZRlhY+Nixk5/wJs12n/jqq6/++usvAHfv3qVQ2u/mDOwIpVJpZWXlxYsXvbyapBwxmSyxWGJhIQTA4/HFYomZGZdKpdjbO4jFEjqdDsDe3sHBwREAjUYTiyVWVjYAOBwzsVgiEJgDMDcXisUSFosNwMbGTiyWUChUgiDEYomuNqtOiq40cL0UAFZW1mKxhMFgPC5Fl5b+uBQ2m9NYCgCxWGJnJwLAZDLrpXC5PLFYoqt/bWlpVS/Fzk4kFksAUKkNUthsjlgsEQgsAAgEFvVSrK1txWIJlUprLIXBYIjFEktLq2ZShEJLsVgiFAoZDGa9FAqFKhZLbGzsHpNiLhZLOByzZlIcHBx1aYiNpZiZccViCY/Hr5fCZDIB2NnZi8USgiAaS2Gx2GKxxNxc2EyKlZWNWCyh0ZpIodPpYrHEysq6mRQLC6FYLGEyWU2lUMRiia2tfTMpfL5ALJaYmTWXIhKJRSLxY1LMxGIJny9oJsXW1l4sllAolMZSGhtnUynW9cZZL6WxceqkPG6cdVKelXG2+QgwW5TS2Dh1D10z46yT0tw4dVKoVBqXb97sEXjcOHVS6symySPQknFatGicYrGkiXHa2GPaLtBZiFhKW/QJWLymxil63Dh1Uh43Tp2UZsapk/K4cdZJaWac1BaNUyflceN0cHAUicTW1raPPwKPG6dOSjPj1ElpyThtHjfOOikNxtlYSlPjpFAoFCeJ87ygIGeBoMX2udkjYJT2WfcbNZOi07OD/PPPPyEhIWw2e9asWd9+++2HH36oUqlGjBjxww8/kCTZ7uWGdIS3b9/eunWrnZ3diRMnvvjii8ZvSSTOJCkdPnw0gODg/iQp9fMLLCkpvnv3JklKdd/psmXkypXPAzA3F5KkdPLkGQC8vX1JUtq//yAAQ4aMIEmpi4sbgJkz55OklM1mU6lUkpTOm7cMgFgsIUnpyJFjAQQF9SNJaUBAbwBjxkwmSanuIVmyZM3q1RsBCATmJCmNjp4JwNPThySlYWERAMLDh5Gk1NXVHcD06fNIUsrlcikUCklKFy5cAUAkEpOkVFctok+fEJKU6rI+R4+eSJJSXUuxePHqtWs3AeDx+CQpnTp1NgB3dy+SlA4aNATAoEFDSFLq7u4JYNq0OSQp1TUla9duWrRoFQA7OxFJSnUFBwIDg0hS2rt3MIBRo8aTpPS3336Mibm9cOEKkpRSKBQul0uS0mnT5gJwdXUnSWl4+DAAYWERJCn18PAGEB09kySlAoEAwJo1m5YsWQ3A1taeJKVjxkwGEBjYhySlusLKkZHjSFLq4CABMH/+cpKUUqlUDodDktKZM+cDcHFxJ0npkCEjAPTvP5gkpd7evvVSdK3DqlXrly0jAVhb25KkdNy4aAA9e/YiSWlwcH8AI0aMIUmpo6MTgDlzlpCklE6ns1hskpTqNuR0dnYhSenQoZEA+vUbSJJSb++eACZOnEaSUqHQCsCKFc8tX74OgKWlFUlKJ0yYCsDXN4AkpSEhYQCGDRtFklJdkO3s2Ytyc7MYDCadziBJqS5o2clJZ5xRAEJCBuiME8CECVNJUmppaQ1g+fJ1OuMUCq1IUjpp0nQA3t49SVIaGjoQwNChkSQp7dHDFcDMmQtIUspms+h0OklK585dCsDR0YkkpSNGjAHQt28oSUp1QZhjx0aTpFTXGy1dunb16g0AzM0t6h8BLy/dIzAYQETEcJKU6uqtz5gxjySlHA6HQqGSpHT+/OUARCJHkpRGRo5rZJx9AIwZM4kkpbq2dfHiVWvWbALA5/NJUjplyqx64xw4MALA4MFDSVLq5uYBYOrUOSQpNTO3+kEwJCdozryFqwHY2zvUPwK9eweTpLRXr74AoqIm1D8CixatIkkpQRBcLo8kpVOnzgHg7u5JktLBg4c2egS8AEydOpskpXw+X2ecixevAmBrKyJJqf3CNyH20zUjKs/BIA/2n7SIJKUikSOABQuWk6SUIChmZmYkKZ0+fV69ceoegQEDwklS6unpA2Dy5BkkKdW1p6tXb1iyZE29ceoeAX//XiQpDQrqV2+cur587tylJCml0WhsNqv+EejRw5UkpUOGjAQQGjqQJKVeXn71UiwsLAGsXPn8smXkokVTraxsSFI6fvwUAH5+gSQpDQkZAGD48NEkKXVycm70CDCYTBZJSmfPXgTAyakHSUqHDRsFICQkjCSlvr4BjYxT/wjoAlN1xjlx4jQAPj7+JCnt16/BOHWPwKxZC0lSymSy6HT6J5Oi1/v5/Tlx4unoyV9OipaOGmPFZte3zwDGjYs2Yvvcp08IlUp9vH3WfRsdpNnuE9bW1n/++eeECRPGjx9/7Nixdi9/omAZHo+Xm5vL5XLbPo1CoVpYWBQXm/bm7TQCgXltbY1cbtqbt9NYW9uaNkrtHFQ6FnwMr0EAkHkf361DcWYXiXYPxdKvQDQdl8ur8fNW3Gu/FfuX8O80uXm+vuv79m12UKnR3CkouJSVdTknJ76k5Jkq4CwQBNvbxxQUxLUiiM3mUKnUysqKNm7SkWCZIUOGHD16dNu2bXv37j19+vSePXv+/vvvDirZ6Y6QyWTGxMSMHTs2ISFh8uTJa9asCQ8Pb/sSodByy5ZXNm5c2VlZJkhSeubMSdPeHQawb9/PixZNNbYW/z44HAyOQHISEuKbHKdQMettBDQag9dW4JeXuqIfMrPA+sPg2wBA4mVcP4gpr4LBBgCtFue/wtG90KifuRpPzL/Q5IZIJG9HRFAIAoBSo6G35C0rrK6+lJ19KTv7TkFBQfXTCc2jEESgjU24o2OEROJUl/aQVFp6JCXlWEpKXlVV45OHD4+ytrY9cOCrNm44UCz2EjZfKT2akpJTWVn/kk6nl5WVeXh4VFZWlpWVFRc3BOBYWbUThNXpPEK5XL5u3bpff/2VSqXm5uYuXLiw3UvUanV2tilq1BAKCvJNUaOG0b2LXREUaDVP+Z62dogajaC+oNGQl4edL0Nd17sQBKJfqe8FCa1GS1DA4mHOu3Drhz9fh7L2KSvTmKmv6XvBqlL8sAnlBciLx7yPYOUEgsDghXDwwXfPofLfXoLLMJOjUAhnf6FPqI1tD152gizlXklqTIlS/hQ6fl8rq92DBul6wRt5eatOnfK1tBzg4BAmFnsKhfVzIGsOZ4K7+wR3dwDFNTWPiotji4tji4sfFRfn1vdYPCEq2p84cuj0/iJRuKPjILHYnMVq9q6bhcW6Pn3W9u59Kz//SHLyyfT0SoUCQHm5TLc02gYXsrIuZGW1cQKNRhszZsylS5eys7MBdGRX+sZ0RR6hif8mBMBmovq/uGzbeyhGzMMnG1BWYATp4VMg9sB3rz21G4pEGBGJ4BA0bm6+3Y+LF/T/j9+KgfP1/5/5HHePYc47sHLWH8mNx7ckCp7NwCJ0BibvAACtFl+vxMPT+uNsPma+Ce9w/UtZHvavQUabJZUpVAjFKC+A4ukkWT9rWGY0zxAb71AbgVWTPkNerUq5V5J8pygnuUKr0Rp2c3szs+/GjLFmswGkyWRzjh2TNfKwWHM4YQ4OAxwcQkUiHoPR2k3KamtjSss+dwuP8R7ELsx0uPiLZdwVaFtQScLjhUskwXZ2jMe6tEql8mFRkb+1NZvWZN4lV6vPZWYeSU6+lJ2t1DzpsG/hwoU7duwYM2aMYXW3u6IjZDAYXl5+pvU9A3B39yooyP837s0rscKsQbDk4tOTSGw5p9W4BAX1u3mznSzaluk7EnO3gUJFQSY+JFGc87RVaxOJN9Z/BhodB9/DPz886d3c3TFiFHr2xOMD5HIZXnoBtbVNesFzX0ru/SiXy/OLSzBmI8Lm6o+r5Dj6Ji60n4/VOUReWPsraAwAuPA1/ni9ybsEgbC5GLtZn02hUeOvd3DmM/27NCbs3GHnBls32LrD1g0WIlCoKMvBj5uRZNBP/2R03OTsXXg+A2x7+AuptLbCFavLlSl3i5PuFOenV6AzHSKXTt8fFSWxFhSxajJolUfK0ti2DFlhzenvklSKJl0OlUIJsLYOc3AItLHxsrTk0umN381gCbb2GBLDbdgJrldl3rKcW/1l7TuPc6uqzmVmns3IuJGXp9RoOHT6EIlktItLP3t7atMV2nKl8v24+J9v3ezEJ3zadEVHaPIRGsy/0UdIpWB4AKJ6g04FAIUKX/6De2lG1uoxDHTYhE3A9E0NURvlxfjoOWQlPF3dWsWMD+l+WNoDgFaDz7fi3llD7kMQCAjEyEi4uDY5npyEUycxdRp0genHjqLUHOO26N+9cwQHNsycMa+wMP/kyWMAEByNiS+BztafcOsQftsO+VNaq6cxsPZXiLwAIC8R701ueQHWJwIz9oJdV17r3l9Q1MDOA7auej/i42jUOLcPf78PleLpqNox2jU5Bovq0dfap7+thV0TzavLlXFXCzLiyiRe5q69LAXWzRcVK0rkyWmsnBxCoYRaBYVcq1IRKhUUjT+fooZLlFjya21EjIhAJ40FUcFQNrtPYWbV8S/iqsubH9dBAI58vpdQ6G1p6W1pmegz+H+ug2oo9MfPDKzMX559s3958+5QC8QVF5/NzDyTkdFaaIwlmx3p7Dza1dWvkd/uCyXx/vdt+QifNV3REXI4ZuHhw48dO9QFsv5jhIWFJyUl5OV17aSkDZxtMHsQHJp6rbVa/HYNp2KMpFPLREfP/PXXA527ZugMTFzbfPJUW4XPNiP+xlPUrWUICla8Cd/+DUcUtXhvJdIedeYmBEL7Y+Qo2Nk1HNRqce8uThxHcjIAhPTDwsUAoFajph+0bAB4dAb7V0GtCgjoU11dlZgYp7/W1g1z3oWdh/5lYSq+JZEThyenfiaqkuO9aOTGt3qmlTPmf9igQxuoVaDWrb/lxuPAhrZu2xloDMrEdX5FWVXx1wtzkstbnJ+1YXK2TlyvfjZuva1ojCaToZyk8keX8lPvl2jUDXe0djRz7WXlGijkWjDbVUylZapAVxAchraaRVS2e35Fqfyvz+JK89pcPeYJMXsr/MJ0r2hq5eiHJyu4wgtOQUpqw/KmS2nm2LgzvgVJAGpUqks5OeczM5sFwrSBE58f5eIy2sVFTaVtS0i+d+9WBy98Fph8hCY6BpOOcUEI9wOlzmbSC89cd2wAACAASURBVMFmwEagf3khFj9ewhOv9RuN0YsRVbdHStpDHNuHeS/DTAAAKiW+2YFbp56tAqMWYsxSANBqICuCuQ0AVJRg7+KOLs86OWPuPIgdG47I5bh0EadOolny0qbNcHUDAKU1ar2RfA1fLGk1IobOwoQXEVI311HJcecI7hxB0lXDgzm9BmHR5/oxx6FXcfGbds5ncjDldQRGNTlYWYy8ROQnIy8B+UnISwCdhWm74KFvwaFW4u/3cfaLJw86DR3v5B9ur/u/vFiecKMw4XphRWk7DnKOgOERZOXR19rCtskUUFGrTrhR+OhyflsdEgE7Z55rL0uX3rYcM4Maai1RClExJMVaCY1Q9Cb+IKABoKhRnfgqITuxlS0n/Qdh1lZwzfUvM+Px9cvISwMAgRWGz0bYRNAb9dBpD3HsCzy8YoiGAAALFqu09llGY3UA04zwX82/ZUbY2wXT+oPP0b+skuPXK7iWACYdi4bCT6I/npyHT06g0sg2raMTM0KCwMS1GDpD/zLhFj7ZAHkNbJ2w+j0I7QBAq8HB93Dmp2elrlcwVr+rX5I9/jWuHMaGL8CzAIC8NLy1BNVtZVmBRkPkKIwajfp4hOpqnDuLf06jxcKhw6Zgykj9/yk8vLsQcv1AvvmMsJ7AKES/ClajpOGKQtz7C3eOIP1u5z4s1xLr/wTPGgBiz+HLpS3GXzSHIDBgDmxckJeo7/aqWvKdEwT6z8KYTaDXLTCm3cYPm1BseOC6jYQ7gfQlKE1aS60WOYmyuGuFafdLVEoNGpkclUZx9rPwDLYWewqaXVWcU/3oUn7iraJmcaFuFhYDHRwIgqAQhM5Rx6RSmTQaCILtF660kFdxsqspinIoqyggKCoaRcWkyOkUFYVouI9GQ7evoVnXsqxqmPFUn9esZyiJhh7Lmbg1lPIJDXIAGrX23E8pCTcKm3xOFgeT16H/uPrb4eQ3OPoF1Komp/EtMWw2Bk4Eo9ESbvojXDyE26dQ2+mVc3d3Lw7HrO0ZoXeojchd0Ozg7RNZrY0kHBwcvv32W7FYTBDExo0bDx1qp/cx+Qj/1RjfR2jBxYww9JQ0HLmdgp8vQ1Zn7hQKpoZicF1B1MJyfHQc+WVdredjdNRHSFAwfRPCJuhfPriIL7ZCWed7MbfGqnchqvO0nfwWf/yvQ612p7Cwxeb9+jF4/A18SEKjQQ8/kB/ph96Jt/EhCVXLrh24uGDOPIgc9C/Vapw4juN/obVRtktfLNkHfgpoRQCQmoY3Xqv/UDNnLmjwETbDUoLZ78LRr/nx4kzcOYw7R5Cf1P6HJQgs/FQfDlpRiLfGPZO8CBsXzHizQVVFDQ7vxtUfW/vtBExmlItLZI8ef6em/hgXp2l0GoVKTF7fU2jPAVBeVMvi0hmsJoGRihpV0p3i+OuFu7Z9uXnHQs9ga7delkxOkwhJRa065W5x3PXC/NTmAxofS8ulAQEREkkH22ItkFJWdiMv70Ze3s28PJlSTmdSGWyqu7nw49AhbBodwO0S2dKH2QozIXhW4ArBt4ZPCAQO5sgbRPmajwKGtoauVdz8O+vWiSz9Mq+LP+a9DKs6KyrOwdfbkdK6v4NngWGzMGhyE0+tohZ3z+DqUSTc7nj+T0fyCAdPc/HqZ9Ps4JH/Paqf1+7bt+/YsWMHDx60sLC4ffv28ePHU1JS9u7d279//99//93W1vaxWzbBFDX6r8aYUaMEgQhfjAkCuy66urQKP15ETHoLJw/xQ3SofqWrSo5PTxg9lLRDIXwUKuZuQ9+6udHNE/hmZ/PxL5uH5XvhFqh/ee0Yvn+9+TlPAo2OdR+jhx8AlBVi91xU1P3cgRFY/Jp+mnj9L3yzs3k7zmRiwiREDGnwa6am4NtvkN16xpWjH5Z9AxYXlBpwbugbgE8/xm39eFwicZbL5fn5rfx8BAU9+iBwNPwjwX2sFGR+LIiHyE5BWhLSkpCfB9VjX1TYHEx4CQC0WnyxGPEXmp/wtKDSMGwVhi5vKOEddx4/b0V5Q0oMhSBCRaIJ7u4Rjo71cf8xhYU7Ll9OLNX/Cn1GioMixQBUCs0ve+5Vlyt7+As9g61F7oJm3mS1AtSmmQi6WWP8jcLUmJJm4ZoAetnYLA0IGODgAEPRdYrXc3MfFBWtCwrSJUtklJfPPnq0rHE5qplbMGB8s2sJaBnaGoqyuqagGLU1cPFHfTDnlSP49e0Oze245hg6C4OjwWwauFSSh6tHce0YirLbvYetrT2TyczISGvjnHY7wpEjRy5YsGD69OlLly718PDYv39/ZmamQqEIDw/fs2ePn99jo7emmHyEbcI0g38kGCxc+bFb1LZoAoOGOYNx7DZyO9+PsuiYF4FA54Yj1xLx65W2lj37umHO4IZQ0q/P4M6/ez9hGh2LXoP/IP3Li4fw456Wh7F0BhbsREC4/uWjq/hiC+RPKVlt6noMngIAahXeXYGU+03eHTYLE9fo/z/2BY42Ku3r1xMzZ8PSUv9SLseh33D2TFtuWp4Vnv9DvyYpy0fa1wgLBYCiQrz8UgudVhtQqHDvj8DR8BtWF9KpBicGFBW0DFB067EEaglU1KKkHAUFyMhAmQwz3waNCQDnv8Kfuzoh0TCcAjFjL6yc9C+rZfj+ecRfcOLzx7u5jXNzs+FwHr9IpdF89eDBZ/fucawZ0Rv8KVQCwJVD6THnGsYHXAumR18rj77WzbIAdciKahNuFCbcKKpsyY/YTyRa4u/ft1FAk0arPZmenl1RAaBCodACShA1AxfB3K6aylAVplNPfuhtYR5kZ+ctFFJb305BJpfPPno0vbyR/6//OMza2s63VE9lGQ7s7nSsMpuHoOEIHQMnnybHtVok38WVI7jzzxM+L+12hHQ6PSEhwcfH5/jx42vXrtVlEyYlJbm6ukZGRrZba60rOkKBwHzBguXvvru7C2Q9HQgKXIMRNAn+I/UT/9wEHNqJ5OtdrMiMGfNv3rzagsOmI8wehAFeUKrw2zWce9iJPCRbcywfAbs6b3lRBQ5cQGxbZR30uNph+QhwWQCg1eLQdZwwJLn1qbBt2+6dOze3+jaDjWVvwCtY//L0Afz+QVtrnhQKpm1E2ET9y/RH+N/zqHziFeCgEVhQt0PZr+/izI8tnDN9EwZOAgCtFt++gmvHwOVi6nSE9Gs4534MDnyHtotGEhQs/hyeAwGgqhT/m4WKHLz6Osy4AHDwF5z4G0Bk5NjS0pJr1y519CPQGPAchKAxCLYHlQa1CNCAlgi00K0SgJm2Rq62VFZpcOV3lJagtBSyMpSVobz8WUVaMdgYuwX9poEgzDSKEbLYCemnAmnyZm3fg6Kih0VFE93d66eGaRXlP7ukmomYAPLTK/94/2EL6e0E7HvwPIKtXQMt6UyqUq5Ovlscf70wL7WFzD8CGOTouMTf39/auv6gSqM5kpz8xf37GeVNo1dGkhi+CgCUtXh7HArTdIfN6PReNjZBdnZ97Oz8LC0bd4pKjWbZiRM38/IabiLxxvOfgs4AgNwUKBVgc8E2A5uPx4u5JMVg3xaUP8FKtcgVoWMQPKoh1kaHvAaJt5D6ACn3kf6oWacYEjLAwkJ4/PjhNm7cbkcI4NNPP42NjZ0/f35gYKCZmVl1dTWNRps0adKuXbtcXFzaVrzTJdYMgEql6vY36AZYShA0AUETYdF0vcLeA8u/xd2jOLy78dLKU8Caj6KWo7EB2NjY6nbJ6TRBrhjgBQB0GqYNgJ8E35xFeQcGZQHOmB8OVt0Sz7lH+O0qFB2bKyTn4Y1DWBUJO3MQBCaGwJKHHy89fadaB3Byat30hXZYsBMu/vqXRz7DX1+2czuNBj+8gfJifWSpkw+2/YxHV/DwMh5dRZVBO9nau2BmXQ7f7dM420okzs9vQWgP31AQBGZugQUXw0LB4+nfLS/Hzz/iRgeGaOGL9b2gVoPv1un9eUcOY9oMABg1GpcvobJSKLRSqzuz+KFSIOkCovqC4gG1brGUCqUjqHmg1KKpZWuBSoINWjUEQGTTvQU0GpSXo6wUiYn4/SA6pUPbKGpwcBs99p8XhowYVZ3K1igbN3sltbVHkpN/T0xMLisD8ENs7Mv9+/eytQUg66HS9YJqlebcj8ktF3nRIjelIjel4tJvaXs/fGOjVPr4EiiFIMQ8XoC19Rxf38YFM5UazaHExH337zcumKlH7Iehy/X///VOfS8IoEqpvJidfTE7GwCbRutlY9PHzi7I1tbXymrH5ctNekGuOZbs0veC2Yl4cwkUjVZ0rCQ9F471E6UrwVSCWQvuDYfpJat/wcNTePgPUm4YsgaWk4yD7+HQR/ALQ/8x8AnVr0sz2fAL0+djaDTISULKfaQ+QOp9FGbx+QLdDjNPyE8//aQrug3g4MGD+/fv/+GHHzIzM3U7ebVNV8wIu8HuE7ol0ODJcO7TPI0sLwEWDmCa6V/Kq3DyI1z4+km9RAQBP0dE+MFLjCM3caxlB2rbu09w2FStRlsjf2wcbc3H1kkNnZmOihp8d75lD1+9SmP6YFRvvVEo1ThwAVc7n0vOYWLpcHiK9C9vJGH/Wai7Oq2i5a0AzPgYMQ+Dp+hbB60WB9/tXCxo2ERM24jGa1MaDdIe4MElPLiE7A5Ei+hgcbDpK9g6AUB+OvYsaMslw+LguU8g1iXSqUFNASGHVosrl/Hrz+hI5pZTIFYe0OfYnfoYx9/RH6dS8fIO2NoBwNkz+OF7LpenVqs7UeGWwcBzWyAJBxp5ibQavLMCCgV6eEHixHS0MndAJY1XRZi1ep/GxMXhs4879Lk6DNmnz6KePetfqkFc5Locysg+d2yfqmkUEoUgoj09F/f3/9M3S0nRAPDLMj98MO5EWlrbIupNjkOnu5ubewqFuj93C4vHq4sdTEj46sGD/BY/I42Bdb/p8yZTb+F/szoSeEKnUJoUKqNQsOo9ePUFgOoKvDG/RXedy9DAIaPNqIQaQDlsDqp3KsABgGoZYs/i4WnEX6iPKO40AisEj0LoGL2dt0hlGTX9EfPE19VJbSUid2RGWF90Ozs729fXd9++fVZWVkqlct26df+KpdF/NY5+CJuLniObV6moLMadw7h5CNmPwLfBWCkCxzT0kQUp+H0nEi8bIpHFIAZ40iJ6Ki31keiEFhPOp0sSiyoUikqlslqprFIqq5TKSoWiUqksqampVLYQLshkULavdLK2oKvU2tJylaxCVVahKixVFspURcP6lolsiigsRX4FYtIwLECf/KcFLjzCwatQqOhMM7eACXxLp8rSrIqy7Irq/Mrxrkqfutiqkkp8egIZho5dqBTMGYyQum1THmbis5MdnVY+I+hMhE/FiLng1M2lNBoceB1XjnT6VgHhmL4RfMsW3irNx8PLeHAJ8TebjL4fZ9Fr6D0UABQ12LsYOcntCDW3xpZvwLUAAChRfheHfsGjB1ArAaCmsq1pN5uP5/6A0AEA0m7jf7OaDPYDArFyNQBoNNj5MnI7E+VEZ2Djq3Do37C2VFGqz/pIuY+3l0KrdQkQDp7uqou0lIORU84mLMyrKGbVYFfCLK+YKFezwRc0zHF1FBTgo/fReH7zBPS2tf0yMlJXfjqtVnXIPuywTXAhnQsAGffww8bGUy4AIDBplZ+1KxeAZS1zSoIzVUuczcz88PbtapWKx2AQAJdOp1AoHBqNRqGwaTQ6hWLBYnkKhV5CoZjHo7RS9LlGpfolPv7rBw+KalpfnolajyHLAEBZg7fGoaj1wWsbjF+JEXMBQKvBxxvwsNXGytaZF7nMj8XSAkjRBp/UrG7ytkqBpKv6aaLBi2EiVzj7wqUnnP1g59R8vy0AO6chv62PybNksrnNa9yU5dcoavWWTKPRxo4du2LFihEjRhig4P/v9AmCgs0nYdkoAVmlwKN/cPMQ4s83n/O5BmPitiblLWKO48/dKGs/yY9CEM58vsTNsby/+yMPq1pa86+dqdF+Fav2q2xh3CdTqraeO/t45fVpkdbDQy3aEKoCpVimjE+q/D2VWjEjHBb6fpefT/V+aO/uNorObL6RZC2lppJaXlmVV3HvbmV+WkVZVkVpVmVZtkbdSuB+K/hZWY1ydU0c7n3IoW5WmpKPj453ZYXufZ9+tmjZUgCgUBAShdFLYNEohDolBr99gNT7rV3eDgQBRy/4DYBff0i8WniwVUoUZqEkFyV5KMlDaT6Kc1GSC1kxtBpETEP0c/oz92/H9ePtS3R2xnMvgebd1mbaGrV+WikrxK/vIq5uvXTu+/CPBIBqGd4e34LFPr8Bnl4AcD9mZklFq+kTzWAw8MJHsKqbZmnU+PktxN/ACwdAowOgfrdjkEuiR5B+1UterTr7Q3Law1Lvfjah453oTL2PqjSv5swPyYU5teDz0S8U4yboR5zV1fj8Uzx62L4mbcKl038dP17E5QK4npu79MQJDdcKU19rqOitrMHhN3Dlh/rBhM8A24HRPQBoNRj5wN5d2zyDrbOUyeXxJSW38/N/jItrJ3lcEoDVP+pXFDtSaqBFAsKxZJf+azz6OY7ta/t0kRt/zApvXcrjlUS3GMGCJq2ijhoZdg1DtSFeACqFUNcvLLN56OELZz/08EMPX7B5dEXNlJvfHvi+PfdEm3SDotsCgcXKlc/t2rWtC2R1Du/BWPS5/v/0u7h1CHeOoqb1X5pCRdhcjFjTkFasqMHpj3H+6xarcnDo9JWBgX7WVrIe1r+KGZfMKY07Or5KO6lQe8acSGcTAKwV2u8fquwULYzrtcCB2Nh3b96U1zlOPJ05G+aLO7jTSHWN+veLsgs+vcQ+I32retkoRe1f0xRFTXlFaWZFaWZFaVb9P5WyHG1TL4KLQDDKxWVUjx6Suh3IPhZTP3ao88lnl+CDYw0JiM8SkTVjx2rPlz6Iz7Pri/ErGxIBAeSl4c+Pce/cUxPGE8I3FH4D4BUMdjubVEOlRFkBLGz1q5QXfsOPe9oX4eSE5zaAzYaWC7VTRx/bW6dw8F34DG/Y3mH/KjxoqT6OvQjbtuvWe0Ou36THx128eLadm5tbYevnMNMXW0GNDB8+p68GN34VRswBwFLLZqpfo0MBoDCj8uTXifWlWHgWzMHTXRw89B2MRqONOZN783iWWqWBjy+WLIMumFOrxdHDOPxnhz5vK7waFjbOzQ1AhUIx+Y8/9DXACAL9pmHsloaloLjz+HkLygu55owp0gDdFPbOqezYk/nrg4Imenh0vK3UaLVZFRVxJSXxur/S0paXQB+HzsJzh2DjAgDJ1/HJXEN247J1wqYvwTIDgAcX8cmmjtyk7yjH3iMcAGjU2j8/epRfYw/fIfAbDrFfw0rYuS9xuNMxj9GhNtPDbO+mVlyKk11NkNU09qESBOyc/cKG9agtOXz4YGfv/BT5/700uugz/ajw7D4ceaOjV/GtMUaKXmMb7KO2Evf/xq0/kHy93uaYVOoHI4Zn9BR9b0dNZTf5nl1qtKPSqx0e5iTlFyXQ1NfmhCjZdADWxdWzjyUJCCqXTufS6Ww63YnPF9Zt65VYWio9fz6ptJTNpLy80snKnA7gfmLVgaMFluZ0oYBmZWdmOdDVkqIQquVCVS2NaNKnlqvEadQ1FfCqP6IgSmma2DgOi6cx56kEPI2Aqu1E8JRSXlleknH+dymrKjeyR48oF5fHd84E8L0t5Q0nqv67KirHe8dQ1Eptp6cEm0V5canE1pJxR+n6kf3LDW/IinD0c1w58qwyYag0uAXCtz/8BrTlFKknIxZvLW01Tb4eGxtskEIgAACZDGfuod94AKDR9Y04nal3eT6OvAZaAbRcALj0HevE654hNhJv87zUiszYsvz0yoYAkHkL0H8AAGRl4bWd7QRwSjzx3Idg1C1mFqVi74qGGFoWh7rzF7WZJYBe6lPB6iNJt4vO/5zarJYKQcBvkH1wlGN9+c2i7KqzB5KLc6ohcsCqNagvynz+HH48YFj4zDAnp7cjInT/S8+f/yul6WZSVs6YuReSAP3L6jKc+HCkz21nby4AWVHtr3tjdMEvfe3s1ocOELOZcpVKrlZXq1QqjaZSqdRoNOUKhUarrVQqlWp1skwWX1ycWFZW3ZI7o33GbsbghQAgr8bbY1Hc/iYPzWGysfFL2PcAgMIsvLEANW3WJKqDQiXGrfaxdeYBkBXV/vbWff2qI98GodMxfDUAqBTYMxIl7acG1jOmj9Xi4aL65q9arr6WWH4xVnYntUJt6A5Tz4Ku6AipVJq9vSgr61+2N69QjC2n9Dug7h7eaZtz6YuJL8O+aSFgWR5uH8btP+j5Se8MG3p8kNMRy4aFLEKrdcgoM7sQn3MzrkLeqG68hwhro0ClAEBMOj45Ub9E4+ogXuXlOcxRv0whV6vfvnmT4VEysLcAQFWN+uWP0ssqVABAIUCOhocIAEoqidcPCijqXj0lEyJ4Zgy9N0KrJQqJoanaOWnMskfsO9mMdNR1lo612ncTVSK5mYxm/qCGcqsSuRaOZi49edUUNr2p86YpDEX5jIIfhKomiQRVSuWZjAwnPr+ntTWA3y2w3ZWm1X1AWTU+OIbs9jf5NAyCSlm92DdApJ95vCF4MZHugdoqnPwW//zYjt/uKcJgwVIESxGs7GEpgqW9/mX9lLGqHG/MQ3F7DjkrK2yUwtwCAMpl2LsHBY9FANXD4oBCBYePscsQ1MhToqGaF8YGJr/iFmjReN8febUqK16WGVeWEVtWAxZefR0sNgDW77/VHm99aTR0DGZuBqVuzJRwHh9sru84CQK9hjvwoyadpc8CQIXK5c9ViX+3ulolsGaFT3e1c9HbmEatTbpdVJRdXVysyRsyXeNbt+6akoyPP0J554ZQ1hzOwfHjzZlMAMdSUjafP9/CSRQqhq7A8FW61UgX4vpwyocAoMXhL1JzHjX6thfvwtmfkNRqPTlnZ5e0tCfYtdG5N1Yd0C+z/7YDl7/v9B0IAgtf7ZzvuRE8C+bkDT11NXGS7xSf+iax4bZrfoHEHwDuHMb36zt4w3F9rRYOFbXYx1TWqq/Eyy7Elt1Pr+Ly+DQaraTEmBsv/z/2EY7eiIglABB7DvuWGHIHChUDZmPgfH0YQh1UaPckfnPGMb++FyTkSu2VBJx5gIJW1l3DvDCrLrP7ZAx+05dE0ZVYc6mp2BwczKHTAZRxShNsY3XvfvZr7vX7dcO90b0xJggANBq8dZiVr+wz9Hn3XhNphFJM/OyAPwjoh6gUDT0ZkjfsxKq6X98hvXRPiqYnp6HDU1IoE/0DM9gcAB6p6VExyeZsKyrPTmNmq2RbVzOF5TRzNaFf8+Sryqfkfc9XlcvV6gtZWX+lpp7PzJSr1eYs1ndRUbpl0iMc5QteTC2dBgDVcvzvbyQ/URwEhUo0LtgPAAIr9B83LpQ9Tnuy/lgKzXXXPW/tsS+fQs7fU8GMD6E9LEUoyUNGbIun0BgUMwFDVlgLHg8bpfqQztpavPMW0jpco8AzCIv3oC5bnIDGS3MtRH2YqW1paVqLwqyqqwjI8QwHQJcrlNeuoKoK1dWoqkJ1FaqqUFUFlQbDFyB0bN1laurDP/m/vc/m0jl8BptLY3Hp9q58exceQByikfkUZwCIuYBPN7ahKUHAb6Bd8GhJs50ZNAT1rDYkkaPP0aaWFGk/fE+T3fLQgc6k6tLeFTUq3TCSAD4ePry/gwOA3Kqq6D/+qFC0viuTY0/MfJNlYz2VsoUNGYBYbcR5+Qw8OoM7RxB3DnwhdvyG6nLsXdRatRQDd/7SfwA21v+h3ww56So+ndck+snGEbNeQEke4m8g/iZKWxkMNS6/8NU23DzRWS2c/SxGLvTUNQwXfkl9dLlOkEtfrPweALRavDcZWQ/avdXEEOv5EfqV87js6rupFWHe5mLL5pkMsmpVRpV5lsrpk/1PvPvmE9AVHSGXy5s4cdq3337R/qldBo2Jl87DzAIA9i1F7FnDb0UQcO6N3uMQEAWOgALtK9l/XrGMb5gLxtXisx9R097WaJP7YVhdZtt353EpDkBU1ISHD++lp6dK+PzdgwZ52Zo/EN1R0JQA0lJUr+6vG36622PdGF1oKOXPm57F3r0j1jLqt3ADqBW3gplfUZgNs96cMu03Vt5JFnY4fhuHbxFabZCdXbSHx1AnJwaV+oWD4/uShsU9a4XitaSEfrKGvkQLIpMt+cMmWkXQADBri3KPPn867m6zAFcJn/9dVJQ5iwXgMKX6RT+OVlewTaHCZyfxsPMrPwAABos6eYP/xV9TM+PKQFDQsz8iJsG9n7/y3pry93Ql9uv5+KfcW486tDr0b4DOpEYu9jS3Zf/xRUr5vLX6rSSUSrz/LhI6saMQb2CU98QwNU11jzpYBX3rw0KVX9EvqguHLWxYjl7mbF6TMDwVQf+BNaWaaCVvVcOHRtQQHUrUeqlPDFb905oC99OFl91e1M9vPlyH2HbK3QmsWINnuNq7NF9+eEDzvcLopwEBgKGVDyr9x7oqhSCg8+FR6RQavUn3WV2hzHhYmvagdADFfnOfYAAarXbp339fbzcAlc6OWNHPo0cNgCpY/KzepU8kAFBTjopkODkBQG4q3lyM2hZ8fitWPPfxx+88frx9aAxM3oG+kwFAXoW3xjRZfvQKxqLX0GicioJMfY+YcKshh9WjD9a8r4+yOfMjfn3XEE2A/hOdew6yA6BWaX5/92Fxdt0nXfAxfIcCQNJVfDK39RsAwNxw+8n99EUD7qVVvnYwTa7UALARMELc+QO8BN7iJok0Pz/gfX+kwzUcngH/X32EQRMwfQ8AlGRh1zBDPNKPQ6UTXoNfCgq47S5r6AVVgZAPxcHtuNLeeIdCYPlIfXlrlQYfHENCk+g+GoXyxmIvgYMKAF1N98sK/PlB4ru3bslZdLwwGRZmAGyTGP2qhgrtGhyBOSmXXfLPL7UjqATKOKXplqlymn55UKvFlTTVTz+lV9U0eF/MWaxhvXoflyK/VgAAIABJREFUnjNP3rTwBKHVzs3NWZORxtBqNVqtTC4vlcvj6eI4z8W6AotlBUl/fT23trp5ObcAa+svIiOZVCqAgzUlO3oLwGcDgFqD78/jThpqO7N7KkHAiuc4pIdogFMxYZ6l8K9l+oPgA7BV571QtoOjrQKQQBdnU2kRtWkA8mXqbe+lqNX/IodEazBY1FFLvOxceErQ/qRFFjHsAECtxicfIaaj2z06eAh6DushcefoBgSVhMVl6sRUin/DGcn3cPhTJN+xEnEcvcwdvQS2PXgUCgEgnuZxljGo+R21DGjsoW3UEFPK/DQnByhabrm0Gu2Nv7LunM7GrBcROgYA8tPx2qx2U28JAmJPc0sRRyjiCO05FrZs3SQvi+JwijVUDr0flAqNmbbKTFvF1VaaaXT/VHG1VWbaKra2ISeBpqE4Vpo5l3OvXct652Jb20ky2DRzG5a9K7/fWH3dj+NXHNNFMyCuK1BJAMwyEHWthIJAJQUAlHIoGwVCazW4ewznv0J1Z5YffIZg/FZY1pUcObgNVxoVGIqYhklrG8qlNkOrQVYi4m8i7SGmbdQnriTdwftrDE50plCJCaSftaMZAFlh7cG37uudu7auWH9Er8m+JYhtNdxsfoT9xBB9L3gjqfyN39OVjz19tuaMYDd+hJ+Fqx27rEq14MNYTdtlN6ZOQ7/Q5gf/9xGSEls6W09oaOjp06c5LVXRa0ZXdIQsFjs0dOCZM52epz9D1v6qX/I+uhdnPm/v7I6yqV/Iw9E9j1rV9YLKACiGAQSUNXh3cvu1+Vl0bBiv3/a2qhZ7/giSeKenp+qydPv68ZZN0S81eOR7mVcLASSWlW7yZiVLBDy1ILRssIOqITyytCAx4cxbm5w5vesqrxdWV7946bylmzJqoJBB1//06Tm1b+7PqqltNBRYuRoBgQDsiooG3rh2bNDgKjO9Z4uRm8P8+qvKtNR6mxW5hA6b+TGVxgRQmp/w1/558sdageHOznsHD9ZlVu0vyHyrvw0sG7WqlbUokKGwHIUyFJSjsByF5aiqBQAKAUseRELYm8PeAnYWsDcHnQawoAkFnOpzCZha+QtlO0TqLAClVNYrFr01IHYVX2NrVQAOJFL/+T62E0XmjAGDTYta5mXrxFUT1L+YI7MpIgDQarHv8w4VjgEABEWK+4wUNz5SUaaIvZT/sMxFMYaEdaO3CjJw+TCuHkFFKYNFFXsKxJ7mYm+LckvnWjBrKSy5lllLsHMJ32J4aVHXEBNKUHL81FcHKK4CWnm1qrpCWVuprJIpaipVNRXK6nJFSW51YWYVAPCE2P6LPnzxt/dwunNrXzQapb+3ONRX7CjhpwrYXwnDSijtpDFQoXZUZ/VXXOVpG9YAtFoUpFWkPSxNf1AqK6zlWTLNbdjmNiyBNdvchmVuy26WoJZ0u+j0t0kAYOOCXmPReyxs7MBoWvxFxYKyleZVXoVL3+Hcly3vEtUY6x4Y/wK8Go08Ei7i80X6RVEaHdM2NmyKVJqP87/CJQDuvfRfaYuUFWL3PFQ8kQ+eb8WavL6nbs7d8G0AiH4F/aYBQF4C3h7fYtDZzIG20wboG5zGc8HWcLNj+7o7JhYzHz1qM5dp7jwMGNj84DtvIk5ffrLZ7hPu7u6urq5vv/12VFQU0YHw+u7gI+wTBAYDV688tUpdYj+s+w0AVHK8Mqh9e+0Ya/r0TpnQu6EXPP8IfyVh0Rf6gJqcOLwfDVV7sx8hF9KJ+jlTftnycufLp07FxNwWCmg7VjqzWRQAl29X+JV7DXNyAvC9HeVNCcu/qm/PqiBq3bIVUyMPLbvoWnyVBq3OswjgYnb2Cxcu6HKYBDxa9HCrfv58nYVk5sn3fp1VrZsX+gdg1RoA0Gqx+3WkpcKMizlz0au3XkOlAr/+gnNn638OidfQiCnvUqg0ACV5cX/tn6eoaR7UMNfXd0Pfvrr/30mK/WqIBPZtJUGiWo7yGljy9FW8m8CEdhS0DRGqBKrXlO3xV6UAUKiJXSerM+NL5+5+Ja/s+NSaVADVBG1Lgbhq/wVUPKVK2QZDo2HIUIQN0sdGaYHqagAEhRBa0VgMLYBqglNK0X052qDiMw9f/6Xm/7j7zugoziTa292Ts0Y554SEkEAiiJxzxoDBxmSvDc5e2+vsXa+92Hid7TUGm+SAEznnKCSQACGUkIRyHs1o8vR0eD9mFJEE9tvds+/V4XDUPZ2mp/ur+qpu3Wu+NwSRIIkR88P6pbvHIB5kNdfv1p6syos33dBQoQgTl2HSsi4QU8aJm+dxcS8Kr7jyIg+tWmK0NmVnZ9GBiYaxTzo92zLkPKvI2a26vIMXEIzBbDXSNpOze5n2bmuvWtnMeOuBDmGNPi3Kw2NGRMS0iAg/eceIbxIIXo6KzlaqzYJ7YJsFHDPCkRvNXyfRfQjmOb6bQGA3s1uYXf+4Ye98wwkCL25HcDQAcBTIttHfKQfTO3eXw4pLO3H2G5h78kliOSauw8hHQLX5YIcFJ77Aua1uhgSlFmv/0cECWHYTm150uzeSQmg/xKYiLg3h/V0tm25jnPjo8T/eHdvJIpM9JzziJsQ491NZQUYjAKi88dIJN1b5p1eQ9XPnXQhg5fiAWWlurO/lYuP7eyuY+8jE3I8M0z0dYTf1iY0bN+7YsWPp0qUNDQ334wh7mXH/W43nYbfbyst/B36pw4JDsO4JDEpFbBzu3IH531HsmfoMAvsBwLUDyOmL6fX+bfWApKp5qe1ekDiXjx8viDlruuhKQKh3NRUJpRfEsnuLztholDVgcDQoEgpJsaPZdv6m1Wxes8A/yFcMQGdwfvZDzcHS8mqWFsYE7AgaMNYwO4SOIEECIHi+nyV/VtNvIbZyMUUKKQoAw3EfZWe/c/myrU1ewEFz1wrMVhvbP1oOQK0QhAdKruSZOEqE9U+6ERbnz+H8WQBw0rh6Ba0GxMZBIABFoX8SwsJRWACHA0Br853W5tLQ+EkEQUoVXn6haeW3Dnfrwb/R1KQRi10g0mFa78pT128LWAgoSITocWASCqCQuL1FFxMR7CTA/bJp2fKB/KHl1s0xtLuq/92BhptZjbDRAYzk9P6LwwZqpAQnBMd5qwtHpqGm5T/dvNGrEQQGpeLxdUhNg0IBmRwyOeRyaDTQaKBW24RKE6kykSo74e5sG0pfSaEKg+I0pdd1bJ9hNSUgJyyLjkl156Oq+KRD/PN5v11uvXC8Yx7Msbidg6vHQBDwCXErHZIU/MMxeCqGTINYhqZqptVaWW+pTnvYOmk9J2ujTr6Thy//TJ87YGqymBvM1lbaaWfvKy6tLMTA8VBoIBRBpsLNvp5/jVi8OD7+laFD16WkpPj6KkQdDrvCaPwlL+/K/n0BF86956QfsZhGG/SDjK2xVguv0zXrmjmOg0jsaoXkCLJc6N/CxogL6+ymRrlG3D4S9jgm0nZWV2utLmotzdFlH602NneFFvuHY+ZaAGCc+NuD0HjDLwwAYMPOl3DgA1zY7vqXpBU3EHI38kAgRPggpC+FVI3aQtBtERhBIHUOVvwLsSPdaUaex9Xd+PZxFJ1312iCY/DkZx3Nrxn7seXljqokz8PQiJLruHwQp35AyTW0NkMohkqLn//572qQ1dfbZCqhd7ACQGCMuvKW3mZywmGFQITIwQAQlIiMH8G5hxQCeGxK4PRB7hczo6h1475KtxdUemHgTAQlIigR/nHwDoNfNPyioQ2CRwA8gy1ij9aK/ObGPou4A5LRCbXgtsuX0Oxmv6qsrNywYcOmTZvee++9zz///OOPP163bl1VVdWbb7751ltv3fP7/m/XCBUKvPyaj5okCDRQHmBZHD+Gg/vRB/rrniZT47XzbvXqTxf+bnHtnmxpYoJh0bAOL3i+IOh01uhB6iFJKqmYBHCTGrRDvL4FXtiyBoU9Ybi7WVoUVoxz/zhFtSPR/IhHCwAexAfC2EKZJyEWBdAh8dbkYEcHtbTYWh9ZsTvUVq4Riz0kEldZrtZsfuHs2dymph7PM2WEdsFE97ObW2z5wpLKTJ0JACYT3ni1O9mjrx9WrXFDBgAYjdj2LfLc4Wdc2oPDpr3m6hesKj57atcT3XwhSRAfjRs3JjgYAMNx606cyKitBUlCq4C3Ct4qeKk6/hC3Rf2tVtS2oE6PWj10dmL2a3xIAgACnOrIB+z5/YtXRAzR8AR4AA2kaOehRnf0CgBIH6RZOcsHAE1Qr3gO1hNinMzF3itg/ruiWuEReGAhIqPufw/NlRMPxN1xFcl0tdb9n+c7rD1XfSQK4bQ1sd4h7vR1Pj/uAreMzzuJbet7TaIIRUgZh+GzEZnchVyXY1GQhdD4DvUAmwl7v8SFPX+8jp6Qjsf/CQA8h/dW9YaVBfDOyJEzIiM7r9HZbEfu3DlYVpbX3KyQaaeNejwiMHn/mY9SxC3rUlLkbdkOs9P5+bVrPxQWiqOiA9c8WtLG5wCex+UM0aHdQQFkaIJHWKKHSEwZWxz6equ+3qZvsOnrrUado7cb67Z2nayrx/Dt6xCK8cyXbr0hixEbV6GxE+aLpJA8HeMfg2+nL+K04dKPOLMZGl/MeQ2hKR0fVd7Anr+hslMBeOB4PPyaW/ydY/HbJ/fLhStV3mfL4H0aSRGznkjwDVUAMDbbf3V1FopleOkElF4AcORDnPgSAEHg8clBk5LdSZpz+YYP91e5a37e4VizBdqg3s7itlcHwd7nxd9rRohO6hPLly+/du1a5w3Dw8PL+6SK/R9GjZIknn7WO8rvBd0PGs58VRJ7WDGkUuALXTN+/P4+sQMeKsGYNE2wn/ib3fVmKwsAo1di5ksAUHMLH87te/f7sflxsfalI11eUMxzg2/eGMU2hAd2lyhjIL1GPJzhHN64/Ynm6lyGvZcvn5mKaQMBeLH2N1uuSHgWwAlZ4H7pwGh7v2hbooLtAIU6aev1M5/nZ27nOlXIJQKBRixudThsferMzRrjOWusmzYzWxz9lcccDgS2fYtLPUEhBALMmoNJk92jJ89jxzZcvOD6MDF9ZdokN1C+PP/omV+e60Y9IxUItkyZkujlBcDsdD5y6FC7/Gl3U8mglkFn6mBlk8iw/hOXgC0Bboh+++XX/uWlEb72aIhcSgGwUIICuZIHcTu7+cIvd1atePLLLz8kCLz+p9BgPzGACxK/rao4AKhqxjenUP9faajw9MTc+UhN6/A3JhP27XUxh0kVgjHL4lVaiZBnSY4rvGIw15tFAhAse/1McUya9+jFka796stMB78quFvZQKYSTns03jPAXa+6wU27zC+CtRXvT4PpPqhiNd4YPAUj50Pr1/0jnsPZX3Dwa1j/r4fXtRswYDQAVBVhw4oefWqoSrV37lxXIdnqdJ6srDxUVpZRW8vxPEUKRgxcOHn4WkkbKWB+6YULGV+uivGfHBbWfoTClpZ6i2VUSMguX79PgkMt7RlUiwW7f8WF8wIhIRBR9vvIM3eYRI53DrhVZz9Y41aLVGjw5y1uMXddLd5b6WrOmf/cy79+/TmMrSBIDJiKCY/DL7rjUIwDlLCDjc/YhEMbkb2nI1ghKSz6M0bMcS+aWrDppXaNeJKkuP+6JKrGRzrv2UQXGV5VoeHm2fraEiObtsjNVeSw4N0JlLVl1fiA6YPcY8jl4tb397bNBcMGYuW/INP0eoI2G3bgiYwzffJi34cjHDdunEt94v33329fyfP8/+M1woWLtGOHvKD7wYvt6L3LE4cflg8pEoXgWg52/Qh9rzXhyGDphKGagfEKiiIANOjoj3fWNOpZvHjUrdJ5V477fo0k4eODoGAqJNQvLrY10GkmDUGMZbStdqi5Tkp1eck53o9EYzvejOXibY61LOttMDU0tVQ26Sub9FU5+YfNd4EtQQCrJhCDwp833IilDQB0lPo09YqfI5rowjbJl1afubrrTavpj4tDLZjoNWWEO5rLkCZ80xzDv/9eXxXZuDisWOXu8rZa8forMLnHyuQx61LGuEl7S27svbDnZb7rqOcple6cPj1QoQDQYrefqaoqbmkp1uuLWlr6avMSivHYRsS6qoz8cOY3y77v8s/V/WV1iMvJmWxsrkgp8nDHHya9Y3DQsqfXPiOSUPERsicW+QPgeOItz9QagRwA4WTlJ3PMB2+A+Y/JYkikmDoN4yegbeICp9Pv4sGhuisp0RKJiJRJSImE6u0NPHy+5dcTzf2G+46cH+56TWuKWw9/XcR2umC1t2T6o/FKV28Wjwx+SS4/BQB2PoPrB3/HpQqEGDAaw2cjJrWNA6gGP76Hgszf+6V7Np/gdgJSbHsLWYfv3uTvI0fOjIwEkFFb+9SpU/a26C0ufNiccc/5eIZ1255lnWev/mAsP/jCoAHtlH7t9tTV7NODh3SRbCwrxXc7Uf07O3ZGzMGDLwFAXRneXtKxPiQOz/zLPW8rzMLnzyAyUvrnF2wHD2DvHvc2BImkyZiwrjvtBuvEuW9x4ssuqg5iKR550x0uAKi7g6/+jCY3w7DWL27Cg1/o6vJzz29qqrlf/PC/xWJSvcYu7chkOB1sVWFrRdjqSuUEO69IyPn4UenxUG/3e3epsHXjvko3ZUzSZCzZ6BZhdtpxbb+bdUGqdPsdoRhCyTCfDLmU8i62/bC1zxrh4iUYlt595Wef4HaHPE5n9Yn2lf9DjvCPMMsMHaZ+ZPELLd/7Mj3MGEpFAYfkQ3MRxO/fh5MnOtNBCQTE4ETl+CGa0IDuczKThf3ssm/prK0AYDXgb6N6JAjtwSQSBAYhOBhBwQgORkAg3NULXsSXpNkKRttqI5xdKk9OjrhTpwnSPslwsRRVIhFtosh21myxg37AwUwB7/ZnBlPj9n0vld/9fAsFM1YkzQk0A+BB5vIbzOh4o2zm5pIbe4tzfjHqynu+bILA6DEoyEdD71wkbfbg8v7jw91zr7MFzM5dZfeoAMkVePlVNwnW5Qx828Hqmzrx+f7DV7n+Lrt5IPPwO916KiLU6u3Tp6tE3VnBas1ml0d0/V9tMnHt8Lm17yHBDZ4exu5NdJ767q2cpRO9hiQpAbAsv3FbdUUDPWJBePSgHoTNYq0mFeMEUC2Uv+0xiGnHmnKMsrjCuPc6Xf7vZLUQiAXEqJHOybPaFRWUrGVw8dGhdGG47+8gsdu6t+FCTmvSGP9hs93p6Ipb+mPfFrsgKt7B8mlr4yQKIQCO5c84lt4WTwGA6wex85nej9qneQVKxi/mGdqxb1OXxoD/e5uzDhMfBoDWZrz1QDdp1hCVal/bdHDpwYM3m5oAeHkEzx77TEJUB6iySV9Z01A0IG4C0TZwGc3NR85/PpCqXtE/UdzW8LO/tPSV8+cBIDYOSx5CuxA8x+FyBkx9FomvX0NnGraXtiM4BgB++gBnu8bNA8dj5dvuuCHvDPqpIBLBbMZLL8DZNaSLTseUpxGaDJ5Hzl4c+gCtnV5JoQjpszDx4Q5S+LwL+PaN9qJgcOzY0fM3CkXuSX9d2eUb57+qu3OPvsx/o415MDJ2sHe3lVKOiDQKQhwds5STN/WfHqpyjxuTnsDE9e6bY2rGN2tR1UMPvmegfN6ziSRJOKzsLxtzzfo//sj9P6A+8bstNFTx3JMvmH4NYJoBMAz/3aHGqGDp0CQl1SmArhZ4H5EPydIpue93orRUoxSMSVOPTtUo5R0IIJ5HXoklNkzm6hagOcEW6Z+zBcNx7lvse7eva5BIERuL+H6Ii4efX3eRQgDAQNvlRaZMT67Lj1cn8DwnG5AtHvBkdbKKEQK40HDxdsYvY9Ko/tENJOFObrBctN2xhuWC2haZ/Wc+OXf1e9eiQkaFBUiTkmJH97dTpBNAFb+oEksA8BxbU3qxOOfnquIzXB+tQmo1Vq5BXBycNPbu6RYu3PVlJcRbf11GZI20uZ3x8Qz9riM9lxU7rH8S1j8JADyPDz9AUUeOYui01+IHu8Nnh60159THRdk/dU6Tpvr5/WviRNHdGtmdzOp0ZtXXn6qpPTRuNZ0w3LUyjT04kD1enqfn8hsXTXG/nD8cajyZ6c5zRg/yGrEg3IX8bjcZxyaY3W/sVbnnT9LoFrJLnKQ2GchLxfojebDfo/tKQBGD+yvTk1VWO1fXRNc0Ouqa6LpmmmFcdCaE9/R055RZBqEnABGcA+ylI43ZcUwNeTfup81oJ++gOTvN2R2ck+FlEtLPSwSAZfkPd9QU3rEOnBSYNtVNs1d2XXdiR0lgtGrSihhXzoqhuWOlw6pi1gGAuQUbp8P8B/26QCQdMfvvZkPttdOfssy/1RFK5Hh9F9ReAFBVjMv7cfV4O91P+3TwYk3NY8ePi0WyCUNXjk5bIqDc0ZKdthy/tOVc9g8s6wwN6D93/PMh/gntxy6vzc3I+HJVhCY9MLDWbF6wb5+5PbsgEGDiZEyb7gpeRbyTJrqr+XQxpxPbtyIrEwDCE/H8ZgBw2PDKTNjuks+dthrTV7v/pupA6ADgux04dxdihSCQMB5ORxe4nEiC4XMw8SH3bQHA8zi2Hfu/as8eJwxbnjbxeeKuPsKm6hu55zdVFp3Gf74riCQJvwhlWKJHaIKHyktC8AixOWPMjLAtWHYCZ+ttm38ut1mcIEjMeBGjV7h31lVh82o09cCIRBCY81SiT6gCQMUt/ZHNv4Mv4m77/059QqmUvfzCc/zxUGc9AJbl/1UQeU0yGPmXPJvyJidyIwaq23vgADRT6lPSlLDa3EFyXWc3abNz53NaT2cZmvTO8EDJE0sCVQoKAA/yZ9GKY//8srsCGQCKQkQE4vohvh/Cw9H70BVrb1hoOhbKdrA9MTyZTYSd9RhcLA4BML3Ff7zeF4BR4Hw3pNBxMwdbNgdpqeWrh4RR7uQMyxL5ZSG+Xi9JRGqCsFDknUbdcYPpXJCfwEWo3W4WROTy7xsNDbev/Xb72m8W4704MhL7Y/nKLgJvZWXYvhV1vShGLViIiZMI8Ksa9wzl3A2qB87q9py613j66GMYOAgA6uvxtzfRUYwk0me+GTuog26qpb7w8qG3Gyqz29doJJJYD49YrTbGwyNGq43UaIR33XAWxIuRE45p3biDEdZfR+KknGHYOrO/h8C1ecYN45bfutwQpVY8bmlUO30lbWNYho9mbf4kA8DgxNEGqtI7oD4gsJXq4g6FHKuqqLUczrXf7IFDS6WgRqdqxqSp1YruszqOQ5OermdkTcHx5dLQWqGnjHMMtd1KtRdJ+C6TAx5opEmdSMQoJBwBmuGPfHu7sqBLtVIiJl9cGexK+Vpt7Dubq+qb6SEzQpLHuzoLicYKpWewjaKcAOwW5vAxaePMze5YbcfTuHEfCko9mVztN37xF57+8QBam+9c2PdqY2XPetF/0IZOx8OvdSyyDAouI+tocPn1fdOnUiQJYNnBQwKf1Bmjn1Ap3FEOz3NZN/cfOv+5ydJRByEIMjVh+vRR61QKr86b1dpuGkuu3qjprlkGTy8sfnBMFN/fUfaZx1y+73GP53HoIPbvxcOvYcg0ALiwBz/0pLpAEPjzlwhNdu0GqgKEGfX1ePO1e/R6iaQYNQ8TlkLZiafe0IRfP0LOSdcSSQmGTnut/SUyG2qaqnJCE6aRnZyivqE498LXd24d5v9b5cMRAz1XjvLz7BRolssEt+VCJ0mU5+mPbi/H4g0YMM39WVUevlnbW606YbjviAXhADiGaMry3fPznh43++/Y/1iNkKIkzzz5rOe1CLoWAMcTm6klWdrJHRvoG1Tllydy58cENEp7CewadPSJy4ZLBU6HwgcevqTWDzzvWXziqdVxfhJ3KetkpmHXkUb3HCkgAPH9ENcPsbEQ99wY5GO1JNntcWZznK3Vh8o3yqva6aotPHn4ROOFnFazlYVcgYgIz9hBL0b8SQAKwPc+FVeVegCoq8MXn5G8eOKTq2dzv4jgzso26Tm1wksk0IPo+c3heeHh0nmZl07VlmXw90TuCQSYOw/jJ/YwhWUYHNiHo0e6Tw0Dg/Dq6y6vT27+6tGI6kH93C7k1xPNh8/32Znr4YE3/waXPsbePTjUReQ2MGrk0Kkvq9qrOzxfmrv/6omNVlMPc00BSYar1S6nGOvhEa3Vekplr0eMvqWmIpylUcztBEe+BN15rSrrHP/YUkk7u9w6kVQVkTh15gNP/vD1c9W33RkkD5Xg70+Gu0Kor3+ty8w1CYSk/+QYjIivU3syXUX+lDaLMPu2fvd13koDCPYTTxjqMaS/UnCXkOR9Gg9YBAKdUNwiEDl5T9YxnxRc43Dt6Ja86qIe6Ge1asHLa0I0SgGAJr3zna8rTRZ25IKEuNR5LD2W5/wBjiBrGbY0L/NG9eDlLSoNAwI5+/D983/sCr2DBoxf/JlU0ZFY5nmuIOu77JMfMvS/qfmSILDir0gZ140nRey0T2mtmKkrttcYiqWDwgI6SHDuVF/ffXJjdUPhXccCALFINnHY6lGpiwWUSCfgd2u5fCkvspjpg1/h0t5u+cnwQMmLq0IEFHaVex2v7aUxf1g6/NuEpa7fROx8d8/lu8tQXdzD9mPHY9EScBHgpQAIguWJGhB2fPFP5HaHoxMESIJgRVKMfgDjHuzA5QJoqcfxHbi0r12KRCRVjXvgY/8Id42zqTpHUPGiSuLcfUGUOHxldPI8StBRWTC1VOZe3Fx6Yy/L0ABIkhKKFSKJSiRRCMUKoVghEisFQgnHsbTdSNuNDlsrbTc6bEan4645bu+mlFLLRvtPHKDtkCfnZZc9IiGqFhDu5EGmfvR11aq2G3gIP77QW+e0TClc9JcBIqkAQEuRVGgMu0cf4X/Y/rdSo6Ili57qr4ulKwHwILYqVl+U3IUUAgDIeMtY85EJtmNKsk1aAUS+3f+EbUCePJXX+HWh5gO0DvNE/e104mc55Y4WrxeaN/1aTz+yBqlpPZyA5/31+pQW3XC7YxDtDHBYQEAnb6rUVjgp90/LgTjHafd8cs2s71KM5auwAAAgAElEQVRrXDn3g8To0QAqmos+Me3jx0/oEBrd/BVUST5zH32E/jSW7bXvlYHMgggjE1xQZbqUdaW6b86FdvPxweq1CA1zLxpbsfVbBAVj5qwOvEZFBbZ9i/aQmSDw3AuIjgaAgnx89E8BRTy+OCApxt3InFvmpG12sYh0zbZlEpIASJKQiEkAdgd30hiQMWoFCxJOGm+9ga59GiQlTBy2PGnUn9orHE6H+frZL/Izd3TO60rFpFopUMkptVKgVghUCkqtEAT2iwwS6wXoNVfJOwRlF6TF9aay1tY7BoORYQOjRkYNmB0cM7Z9mKgvz8o5/UlDRTaAeRO8po3UAmg2OP+5ucHmYFzwHE2gwmdGgikhoq6rzoaP0zzuemaEiI3w71LO1BuZU1mGRp0zwEcUEOkdGKLwISwCvueQvMXC3mnlGnkhqZGovSUk5cmYX+I5HwAMbS7LO1qau6+h4urdIU6ov/iFlcFiEQmgvA5naxeFJs5pv43dbwXQCq751jFd1TVd7a2W+gIn/Tt0HyOTZg2f9VcXPRDHsSzjaD+RSV91cd/r/86KlNIDgyYgbQrCErp9omGRYiEHWwhfmtAb6/ef+eRG4XH+Xqk/T+/IkEf+cTMsmOk8mBmacGx7uztUyKjX/xSqVQsAMCz/jy1V5TU94QOkUqx5FAmJAMB5gfMDgDs3sbEnUv5p0zF7LgDwAtBh6Jxd4Hm3FLOuFrq6AF43UGUeHuC8pBx8WD2RkXR6zHS1OLoNmYc6q3GptCETlvxL7RXuWqzI2x1NfJ6WKOd5/GNLZWmVXab0Thi2PHbQIqG4g3DAYWvlWKdQrBAIu8MjejOeYx12I20zOuyttK31yrH39Y09MJZJROSofpplo/2VUncEY3dyP11s2FMmZ587JBCwQ/BzInkMAAfyAPeXOj4WmT/h1zf60Dsbvyw6KsUTQEud9dcPbt6bmeE/bP8NR0iSlIeHh053DzC3YET6EzMUCY5yADyI7xSPnJGMAwAQYEQgOZDdcc8i3jHScXaM7VSRMO6EdHI95d/9oF3Nz2l8qeVDBeVu7W/htG/7PWgkOx4mf4djaKthqEGfZjIWSX33esWe1oQ7SCreUbLYsjOQ66ii3xZpvheEVn1wvBsKPyZsyJ8Wfg6A57mPdy6vrMtH2mAsW+7G13AcfvsFQXOIhPGjnEcW0N9IYQPAQGpBpAVRJj7SgiiG97M4zL+pJTahFE479r17b6rSIUOx5CG0iRci7ya2fuMGc/r5YdkKtHdoMQwOH8Lhg2BZDEvH8pXulX99Ew31AIQC4oklgf0i703Q5zIdLzusGX5BmsTcKsQnPZAOy1V+aZP+HJ7oTpgQ4EnDcbFui0qsVysEKoWgc667D+MIwkJSoa1eWota4VCIWPf0vV7sXyhPKJDF2QU9U0+RTXned/YHslWytHpeyAIIbgkT1Xs8fuJEgc6d/qUEpP/4SHJ0fJ2Hjx+tGWlvSaKzvbguk6HSKtuJy4bsfDPH8eiXgFmzEB4JgATvy7QEMY0J1kJNeaGGYqRiMqfAfDnXVFHbMeBKlV7TV+5QeoR1uzxLa31Z3sHS3H36hi7TjuR41eOL/EmCB9CMUcX8s205PSfQV6GLoW2FV3/Mu7TFdq9iIUGQA8c9lTRijStWo+2mzAMvG5rvDJzwUmDUCPdGPF+U/dOV4xt/1wTi3uYTLBg6Qz3qAZ20+5Omra81HvySuX7yHrKIAAaMxvyn4dnLi29owrHtxKU9Tz/om9DpeW7SO//6r4outILtRpJ4YBHGTQAbDV4EAAc+x+EdXbYhCMydj8lT3ItFhdh3HOs+doNI79Maq3B0K7KOdPMWfqGp4xZ9Kna1HPB8ccbGMWEn2tuxquodf/uqkuN4AGKpOn7w0n5DHhbfR3/C/ZjD1nr8u0ebqm8AkImpfkHyhGB5Qog8yk9KdWK9yChq3XKytsnoBIC5r2P4QyS4GeS7/kQRACs0v5wIth3si7cyKFY9/U/xAMBj76e3WutZiqLM/xaylD9q/yupUSoi7LE18cm020X9JF9yTDoFAFgBMo7A4UT6UgAgWBAONOVDoYSmO5Cps4k51p82BdAmP4c5QxVUJ3ZHYQT4h407R9FupZ5mSv2RxwOhFnJ8i26owRBmt5VLNHu9Yvd7xjSK5ABkvGW2ZfdY+4l2uiY96fGrfHGmeChvMaC2HE1VyDzkUikjSerPK37w9YwAkHVz368nN/YfsVoi94RCIeqXTAhFACHiBTAaSbGfkBRJ0BzC5VkRbYe/a4yjeN7XSWsZlgBfLaC2qqUtLnaVvBP46eWeyXzFYixe4lZVBcAw2P0bTh7vUqUgCIybgDlz0Y7VrK7Cz7uw+lF3KfHwQezZ3b65yMv/6fWDYoie0kG9mJ5UHlEMPv/jFTrzao8b+IUNHjfz8SivMl+cFuPeQFYAPIgGWlGWX+tUiLwHeFsogaXSEX5ZMjo42EcmMwmUBfKEAnlCi6g7UtSbbvRw6m7L4zpXg8JsZf2d21rU1wEIOEFS9SCHnXvm9OnLtbUeKkF4kLJfv8jwYJWP2iYluvgPDtALRfVC6e0yc/HV5rImCbNwaefueJJn45gi6YXjubvzu8nPtptE7jl1+TaNdyQA1mk3t9aqvSK6baNvKC7N3VeWdxA8YlMXxgx8IFKREU64G3CrsfBa3aDCK9/LNFeKrhjU/snaRe95ilWeLFQsR96VDGec9qLsn/Iubu4xFw1AKJKNmvdeSNx416JRV37ih8enTxrT1NRw/Pjh6JS5gye/JGqbvlha6y8deKP6ds90EDKlt9YvXusX5+kXbzU1Flz53qir6HFLl6kVPqNSFw9Pni8SySvEfLacuy6Hmew6LdDV4fxvuLQXlp5wnj7BWPBsO5YYgLiufA0ZWS3kT6pZUye4wJyWHTO44wB4HrSTc02ys/NNX+7qXQxy4RqMdqX4WLA38O1mXGsrlxIElizFqDHuxdxcbPoSTicSRwxe/9cso1kgUzNE79RrQJCz7gHjIe7KsZ1nanWmLsF9dPLc9JlvkZQQAOu03z733LzB5R6qLjXpXUeajmd0wLCFIlnMoIWJw5bLVG7QKcc6aYfZ6TDTdpPTYXY6LLTDzDhtJCkQSVQiiVIkUYmlKtff3a6NY+yCwjcSFAXhvpK7n6g6Pb3peE1OWSePpdDipROQKGSEYQH5mkvBqrbEeODLAr4X3V2BkFzwQpLaSwKg8HLj2V1l90Ox5qUSKqXda/N1eof9rs7aP2Z/xBEGBARs27YtODi4urp62bJltbW9QDDaTK3WrFjxp48+6qnaDAAgNao1z49IY93Urnvk8w9IZ4MnUVyE716BrhIA+k/CwnfQLi1UcBZHN8I/DOH9ERIHkkdYAAgGoCe21L9UUehNWwDUsYozdv8qUp09MPWOjLO3wTHG2E8tMW93+TYa4uBWT5pCjUTSKBI7KF7C22W8Vcw5xLxdjA7sHEMIjksnH5DOcXR70G1mfPgn1JSMHLR47vjnAdhpy6ZDr6dOeVmpDcH9mYHETSFZS+EBk32Aw/162Ah8p5Llu2hWWuvxwwso6ZqkCg7GmkfdknUAGhuweRMqehmDvL2xbDliYruv1zXjzdc7+HoUWjz+vcTHP5HJBsBV5NqPbgLgZHlXNc5BcyzLEwRSE5QTh3l0hukaITt6qvZMRrOj0wMqFpGD+imGp6hjQqU9tvTQELWSGgOlMZAeBkJjoDxaSY2B9Ki8UWzdugHgFv8lWe0tAXByR0npdX1o7NhB6ctVQSkd7cmuC2dMsZb8fpZbXnQTAIPQI1M9vEAez7dtRoJJw6MCohmA1uwpZsStErpVYBQKeq5kOKG+KoorkerjeHc+gwPxq3hOC+XZdkAuhrkdXn3p6s7rbqbpnkws00x5ZKvWNxYAy9Anf1xXU3LBMyAhMmlWeMJUmbJLSMfzHHi+HSgYgU3+xEEAPI9vdtdn3GjzCg+8jSELAcDUTH08Tyv30frHe/rFewcN6Cw/wjrtRTk/37ywuVunqUITMH7x5+1b1pRePPPLs7TNOGXKTL2+JTPzIgCZ0id9xpvBsWPb9yq5vifz6LtOu1mpDfH0i3edUesXL1V4dvsKtaUX8zN31pRc6Jb1DfCOHpP2UEr8JIrqmNSSztbfLm3NcNQ4k0cjZVwX/kzajqvHcOYn1LRRP4skmLIc45d2bGZpxb4vcXHf84/sDPCJcRLYXH/mdmwc1F796RtPGj90CXEcKPetybn56Dwf1047DzSeudILqUI7AwDZDLIePI89v+HIYZAklq/saE+8egXfbAbLAgjyFL/x6CyBpUArJWlC2ExpGwWeTZS2UeBZA487To9moaeSsyx3Hhtpv+a6HoeT25PV9Ftmk53mCIIcOP7ppBHuHKzN3NyY9diCUQ5XsoTnUVRujQuXAbA7uNc+K9cbu5QMKIFIpvR10hanw8zek9C4k4mkKn8v7fSxi51hCxlSCoAEk0p/GsB1jDM8j8pm+/kCw96sJpq5y71NeAxTngEQ6MyeLvrY9apdO1GTdbDnls20qcEDJwUCsJudP757w2FlhgwZ7uGhPXKkL7bL9VODJg7Qdlv52g9luRU9ZynWr1+/YcMGm80GYNu2bc89dw8x4T/iCLdu3ZqXl7dx48bnnnsuMTFxxYoV996njysQUMvfmDuccwP3D8lm/iZbiGYDdryOkq79vNpAPPQRQga4F1sb8N2zKLsCIMXXN2bR4l1tetbvlpT2MyhvEZESTQfREU3isMR6WcE4pDIASfS1R41fdPZzfdvNFsmPkbMaBMHgVbCKIdB2yYQYmmSfPvPKwk1SiYoncKHmujpi6N2g5x5NRxK5IqJCQPAAOJaoKxxpMM70iqcIEgAP/kel7IoLGsRzOP01jn4MlgFJYtwEzJ2HdgaNyxn44TvY+2yOJAiMGo15CzqSqAC++Aw32mr7EgUe3Y7gxI5PeR6fLUZFF8qidhOLyNGp6skjtOpO7tBsZY9n6E9lGUL8xOnJ6tQEhbir5qqDl7dgXAtSaXjS0NKQF0scN+S0leTQUIHbOSjOwe0cGHUA/CNVs9b3A+CwinIOR8emPqjQdFFCdtLWysITxuJjGmNJmEoZplaHq9XeUqnB4dDZbHWEqjFsGhswzIXR8MSlOGJDX7cIYHipmY9oIiY0YSQPYbW43GD8LMWrmSCJXEH/DNEQACT4KKYk2ZpdePBW3rl6rpf4F4BIqpqy7FtP/34AONZ56qenqopOt39KkFRA+NCIpJmhcRM6l3xcZjHWF2fvGht2NCFCCIBh+H9ury6usCFmBNZscdeet65D3vHOewVEDEses843ZFD7GpZxFOf8cvPCZhfk2Cc4ZdyiT9u9V37mjitHN/RGXBLRf8aQqS9LZG6SdNpmJChBb9XKbmbUVRRe+f729d203eTrGT5zzJPxkSOITsOOkmkOsV57ee9n2XVtSF2VJ0bMxci5UHVxrrh9DWd+AkFg3pMdPDg8h4v7sO9LlyzfkKTZi6a8BqCltfadbxdqx095bWi5HFYA+cLEj9TPcwbdw4V/GR1FA3Ay/DtfV1bV3zUCaHzwt90gKfA8Wi/Bqw1Zc/kSJFIktxGkXTiP73a4kreh3pK3l0Souk5ZjCyZcbP5UqHhZqWFbXs8/D1Ej4zxHxbrOiZpJANq6IhrulBGkdgOK9M3FlJlz0wZKnL9vE4nn3PdTNFkwkCpVEoCqK5xnDjfarGzFgdrsbNWB2txsD24qD6NAPqHKmanD/QPXmtHHE2QdyRimnBTFsc4jwvqduZXVOdVWfKrLGZ776hUoRQvHQNBYPOagQnGtGnBAHgeR74u7AaHBqDxkT7wQpKLOPD096XFV+7Vo9Vm93SE3dQnjh49evTo0d27d991pJ7tjzjCqqqqwYMH19XV+fv7Z2ZmhoR0THrkckVoaLjBoK+trfby8vHx8a2rq7FYzKNHT6ypqSwtve1w2GNi4kmSLCy8JRaLIyNjOK149WRSwxkA3KKmHxLNN2Ts9iw+Xllxx2w2hYdHSaXSoqICnufi4hIcDFsaMxOjV7qGACFLj7yyeTlbmaxW8QTxfExckTx4qNEzxewh5npufnASyFBwJzScmUQYc+cJ4z/VXC+q8QAAO42WVvpwIZU5awwnpACIy1siDhaXl5bYxIrAoePqJj3KiaUAtBbL8y1qAmQ5SdBtPtLpMNcX7WtqqLRajB4eKpFIXKmRMenpIAiaZHkQHB1ssgiEdbdsBRkqfWkA19pUU67TNQ9Onjhz1AtyiQcAHvwuKZnV1g4hbihyHPorNXcqG+y+84TDEXD2rPnEsdZWQ1hYhEwmLykpomk6Pj6RZZni4kKJRBoREWUyGauqKrRaT8+YuPIRI5zR0QCUd+5wn35ksViiomKFUkXB8KcQNRQAeA51RQiIByCquUl/ON/Hx8/Ly7umprq1VR8aGi6XK1xniYtLoEjOr79oSqLAg+sif9Nt/sdxKGmRnfVdkK0Zo2HFAy3iQLoj9udYZ/71X2qu/6BRSlxnCQkJUyiUgWmO8KRE1jGetQ8nyI65OA++QZdvKTlVfONgfW2Fv3+gh4e2ouKOxWKOiIhOSUnbvXsXgLi4fg6Ho7mVSR3/RHDcJJIg+hMvKtGlaYmF3IywZrNHQwtfWdlw6uQRL//YsQ98KNO4O9lthPVG3meOpguVi55lSCGAIc4s//wr5VnszWv5vFgW2W+gHVRVY5NE7eUVHGWxWvU1ZRohH6BRRw9Yq/WNB8Dz3IXdL5TkHmx/BUQiUVRUrMVirqi4o/X0TUibq/Qb4h2cSpKUselWfubOomsHQkPDVUrp3BGmIF8RAJsDb29tbFy1l1f7A8C1/V5H/+Hj41dfX9vSogsODlUqVXfulNps1sGjFoYkLVZ6xXd8TYauuHWA5FpDkh5y5d94jsk5+X7uxe3h4ZFSqay4uCAgICgkJLyhoe727UKZTB4WFmE0tuoMllFz3g6IGtPba0LbjC0NBbyj0dhSLtUmBMeMITpN1lnGwesq4pSB0k67EOayZOamJ111taFxY0VV+8Pp5xfQ0FCna231GL/QPnSGzSe8t5NS1UUhGb/aCq/U19e5Hs6G+oanl/4gl6oBfHfohWnDS1zEGi3Q/M3z7yZCCUDI2l+rfTpAagXQoKO/3svK5JqKijLXKyASiQoi0/kpKwBIy2/aPn+Kemwde3cS5eTx0Kwrcpm8tLTYU4b3lscq2x5ME0td8oi/KIvKY7Ux27Y11dY0NzcGBARpNB4VFXecLJGUNj0ivJ+ff5RNEsvcJYNMN5wZIPpYq3VPoymeUDlEAp4A4CQ5g4h2jdlqh0jUdYizO7myJrayVXApr+5mmS4sPEoikRQW5gN8XFyCw+EoLS12jc82iyFOa501JFykXmDkx/FtkGmGIMrEEgfp8oXwddISY011Q8HNovM6U6XWU6PXt5iMZh+fALVabWgx2W3WgIAQuUxVQ6gdjaUkW+Gg7REj+PAkLQDGwf28MVcEpY+PX11djV7fEhwSOmKJj8qXAqCrYG4dtRcU5IlEosGDh7Msk5FxXq3WBAYGNzc3NTbW+/n5EwRZ1xYe3dMRdlOfSE5OVigUiYmJ169fX716dWFhz8Djjmep7497tA0bNrz66qscx9E0/fe///3tt99u/ygoKGTx4mUURRUV5Q8cOHjatNnNzY1Wq+W1197x8vK+dSvXYjGvWPFYv379L1w4o9F4PPLIWhUprNMM8yPqmjGynns02CmL9kvx7z86ICzGYWMmjhs9OG3IlSuXOI5bu/bJwIDAK9+9H840jvbxWtWU8UbdkVlCi59E7CTENdKEILr/IHNwkEPmem4AsBxTaKy+6ulDEoSG5QiAAkJpYriJlHLIl3pcFqe1kpprokFXxYNvcqnlzVEqwQSLbdDFK7LqpiSp55LKhrhDV815cxMYiQAAmozTS4Xjho8rLLxlaqpbNWNGpIDJFXqBpGxCkZMUEryEacvY1Jdn2Sq+H5IUkJdzvOjm2Ulj0wfEh57d+VlzcQ6TnmwUOG0UbRc1xZCVidVXy3ZvSg4NmDV9tsFgqK6uHJI+xDuYFPKeJC8mQCQwaNHdqVV7ARzraUV6NK9uC1QrKtKzrs5PTKmpqW5qapg9e+GwYSOuXbtqt9vWrn0yPDzq8uXz3t6+Dz20UiqV3bqVm5iYPGfyDMf5s1U3rkvi+q1iiKqigtZWw+IlK8tGrNe1jZvDG85UffsCkb4UJMWqfFGTPyQiYPLkGfX1tQ0N9bNmLUhPH3XjRrbNZluz5onwiNjvvv754uBlOs+QQKZJxjuALl6QgfpsjuOLurTTQ/9aLY3kCNJK8iDrxcYic32TQuUPgCApn4D+kQPm9ktMNulK6mqrZsyYP3DkfKHXdM6+mGcjCMIdcTtIpkBWd86jON/XHBGg9mzRVZSXjR07ady4SWVlJXp9y6JFy5YtW7tr1zaKItesWe/nF3Dx3GHCVjakv4/OYKUlKV7EZRPidPzwRn4ybKN8W2OSmpmaGwWC6AEBAUEXLpyWiokpIyJ0RhMpCSBACCEM8km3BSbUaHgevAdjHVVjUQunRYalDRk6fUjapOTQ2EGhMaP7DZwcFj7M02OUn295+qrGtIdSwyZ7ybwA8OBviu0lGh82cljY2EX9+iXdOrtfrdY88shajUZ740ZOVFT0lPHpd/IOHvn5bT+lPikMN3NONzc3LliwJDU1fct3J5JjJVIxKRQgMcn/snqBkxBJnCbmq1XJCYnTp89tadHV1lZPmTJz5MhxBQV5JpNx4bxZ/krjL9+97+EV7iogkSTl4Rev8U9x5So4xuJHZBVk721ubpw3b/GQIcOzszMnTZo+a9Z8tdojM/Oin1/AkiXLxWJJ7o0sL2lrXKSviVaRAjEAkrc3VuWU3NgX7mn2o4p2fLCUqc2YNzrJhzQe/uV9W+vNqKgYBysjSCEAkhSQCk+9QGShKAp8UdGJ46fefTrQLGdbAXxYUDBx/hKJRJqff7N//5SZM+e3thqqK+9MG5Awx1tctPsbi5Mh/cP5Ts+TmHGwuzbG5Bx4cOpUjuNKSoqHDh0xefKM6poKi8kWHpQMoF94tr+3DgAP8qNvSm1mQhSRSBMURwoKFINGOs5RYBUyKiLEJy5lQUlJscGgf/DB5SmpQ86Fj4REBmCsvqjs7KFInT48KaVOJFRyVglPOwiR75Wrlh3bZs6Yl54+qqYs99V5AR5yCgBPCr880SKJX/aVOrpK6smLREOi41R6Q2XlnXETZiWPfSYwccnA8c/6RowVeSTQQn+ua2s/AS6G/WWAcrNY5vaCQo5U0yKqbTSjeIIleJbkATAkJ2G7dPMIKMJbSUV5E2MTlDNTvQb3C0jpH19SVmaycWvWPOHvH3j16uWU+LB1sxJmxtP9oqaYxU/ZEN82F2JAVjS36P2FcislcBIECJgpSihShKmCE6NGpSXMTAyfmNpv1vCUBckxk+NCxiTHTkpNnB4bOiIiIG2Af9KgqNEDYieEhQf9vOOnmDRfoZgkBYRvmELmDJ02bY5O11xbWz3roTHKECsAluE87cOTEtLOnz+tVKqfe+6V2NiEI0f2R0fHzpu3mKYdd+6UjBgxNigopLjYTdE+OFoV6dc5jgKA03n6hlZ3Hriz+sSGDRu8vb2/+uqrZ555xsfH55lnnvnmm296cmWdb/7vt9ra2uTk5MbGRj8/v+zs7MDAwL63l8vlU6fO/uWX73v8NNJPmrz+X2o2mufVQPdpHA/ObCioLLpw48y3KtBjQkLGhYQM9vcXkiRDiMwCrVngpRcGNosjWKKLU28SOjKphivXrpr6T4Q2EIDkyHuxw4fFCYPjLUoVKwTgIPgLSj5LwcfaMdhMBtE93A0O/Fd+h25LawDAwWDjXlTfhcRLmyx7+G8jTdIAp3ukZhlHzqmPb2Vs67Xzz8cHj6+Hf0Db9+RxMxcH96MrRfrUyfOSQ5Z4e4QB4HjuB11WdqoWVBsynuNx9CgO7EFPtNpikWxS+pri8syi8t6x7wKBe1+CwKJ/ILWNhfzQBzj1FQDM+gtGrQCAhhJ8MLMPPDQA+Pji9TcFAnKY/da0hhPeEsbm4K7kmS5eM5ZaPbD8LUS4c9eg7fjtE1zeD6cTgH/E0IFjn/IJTm4/kt2qL83dHxw9WtWuhwcAaGkuKQhylGmMDNHpxmZexvat3W7CI4+s3bZtU4+XqfGJ6p++ymZuri4511pzY8OokS5NDAAXa2qePX26M015QNK4kfP+IYN7Om4QWM5qij8supzSN1MXcFUe9rPfYj+WB8ADF8RkSTdw7I3D2PdOF7YtAEB68nyVwstmN9kcZpvdZHOYbA6TzW7Squ3PPKx1JZmrydBvxc9UbPsnbp3o+zLc3yJiWMqY9T4hA9vX6Btvn/zhcZO+e+/54MHpJpOxoKAHQiwAa9OGJ8UO83I0qDirUiQSkmS74GW72Rjm05yc7wsK+sdNHDv5L3aVj6MrVULJ9T3jmw7Mi44GkFVfv/rIkXt/AbUXRs7DiLlQqDvnQu82D5X/K4/uFQvPScXuX/+7g42nswwAoNBg9buITgEwzHFxlekr1wYuKjv3/gPHY9XfAcDQiNfmuh54gYCYsCR1epSd4tlLddKju3Kb9E4AWoXw3Yci/TQiADTDZxn7vb9pFwCMn4iFiwCgrg5vve7pFz924cdKjx4UGKymerGtuJ+60ocoUeC2WWTh2vqJJQyldAqbjc5avaNOT9fpHVYHp1VRo0epBUICgKGBdRh4mZiSiSmFhFJIep7VtFqZmxXm4jpbSrgiOVxJI7yJX+rgO4Bad6ou/3jkvSZ9JQCxSBYZkpY87WVxG7hByzABTpq4by3Y6vqCjOKtiQvMrvxn3vn6i7X+GDeeZJ0BQSIJyQjhNNzR1eU3wm53/Qvx9vUxmq9m9CXLcz81wmiYrsgAACAASURBVHb1ieTkjpFEqVTW1dUpFIq+L/uPOMLt27dnZmZ+/vnn69evT01NXb58+R84SGebP9Rn7PixZ+UjaymtivH2dvpTd01VKc44Vp/h47SYKU+zwNMs8LRR3Zl2ATgJ4oaUzfQoKxObeQJwhIEOAQCHAZYDCA0BQDjogG2/xgtD4yOHhwb0J4mek6gu+9Xz4kXVLQAET8y4HX97z0+Fdy5122bspBdC0peTbTezxdZ87tuVPXbkdDGJFMtXdAjeuizvJg4eQFmHdqNcqnls0RcBPjEAOALf+1TkKPQAwKpgj0azAVW5gEv1sS0t6bQnSL3mBwzSCGQ8z5++svPwuc9Zrk/ysNkvY+Ry999ntuBAWxVNpsFfTrgxSvdDUz5jFmbOAkDarDGb/1ZW1Ew7eQydjgee7ZDVbq5EzUWE+kMkxBef4467KSU4ZnTK2KdczCZ3GdfScD7z7A/1S6fAyxsAWlvR2OjugARQWoovP2vn/v5dRpHka8OGzWs7VF5z87oTJ/RtpVaSIJLTBnnOfiPI6YaJ8mDHtpxJNmYTvbe4MaRwj8/8Konbi18Uk8U9tog4LDj6CS5sb48wJqWvnjLiT70dVkBdk4k/cHG4czxx+Lxu/1kdc9/FoXZ3WFl06txvLzgdvaJ7erSnBw1a2b//vbcDTELvHNEQpzzMtWgmqVrOaZfIiTaPOL3h1xhbCYCVR45crb8XU1K7CYTQ+qPxHqzF6x58MTn2IEHQADJzTV//2gkdSgnwwLMYOQ/ACvPm4fZzAGgn//amitpGGgCe/AyxqQBw8Gsc2gJgYLzigUne3tpOOXwOV2+ZLmS3Pj4+KNhLAldv4u6KKyVtsZFEgn+8D6kUQPT+3GHJK109mgAY2tZcm9dUk9tUfaOpJtdqbACgVQjXzQkMjRKhTdMl65rpRIa+Vk/fLe8+Jk390AxfAAzDv/FFRYPOPSXyUgmTQhVJoYoBYQqtoofuGhaKFn6+kR/ZPt9oaa3ZffKDWyXdPRAlEI2evzE0fqJrkTfU+FlMLsiCnbbwHMvxnJ22AGAYh5NxEAQZGzZU3Kls3GDMp8OPGcSV54XDSwSRuKf9+VkY+4os78cRtqtPfPLJJ7m5uTNnziwuLp4/f/4TTzwxZsyYvs//B1GjW7du9fDwaGlpWb58eV1d7yhkAIBMJh8zZuKhQ70y6BAE/rY4on+ogoVHJjn8osq7WuzQMn7+dLCX05/sdJFqlgmgaUFP4UkNwV+WiXOkYhtJQFwGUbX7C9oSwWjgOAYvKQBwHP71RTs2RC7VhIemUm6eSFLapvMiFIgdXuLbgwUtAe6HZoo+dZJhIIDSqpyD5z5zcWSLpKr06W+0d8jx4PNkdI7Mzv32MU7dq/PPZRERmDYDif27ZBIL8nFwP27fHjFiTElJsSkg9LHJ7wawCgAcge+0Jdeam+A7qcefT8Xx88z2JHsXWHaFTbdj/8st5dl3bw8AEx7HlKfdf2f9jJ9f7dJ6Me5RTHsOAFob8I9JcPbJMyIQ4PW34OsLAFey8PNvePhVxLeh7HgOVAPIlg6CRCeNbVtxJattfyKs38SUMU9ofNqaEwgTJTrHEyd2vHOWXvcswsIBwOHAB++hpgYPLsWINsoFXTM++xS17qLCggVLektC3G0EsH7gwDVJbk6TCqPxT8eOyYXCGZGR0yMivGWyv0QF3Jb5DzGNFvBtQ4ytGdZmwtbiNDeylmbOqmNsLRZjA2drGervzw9/qUoaDgA8f/nI3wtuHYHcA3IPKLRQeCFkAAbN7vjFawvx6xuouNaOOu7DRMKzEtFWtIG86prob/fUl1XfH308AMArsL+u9lZvuYoBAwZZrZbbt7vUVAjg+bS0hxO6t8C7zMGydoYx0bSdYYRSD4vP+DpJR+OK1W48enHTpWu/SFW+Q6e9GhwzBoCUtS6r3ZJfU7byfqaDv8dkEvKv62I0Kg4Aywa++GG24e65e+okPPSKWIhXDG8GMDUAahvptzdV0N4ReOU7AGCceHV2iMKyaIpPbFj3jFy7iVhSxghIhti4r/JSYWuXR27BQmrilCGt4bFWN67HYTWc3/ty9e1zd9OhDYxX/GlhgCtIsNq5r36uu1XSa4xCEPjL6pCIIAmA/DLrP7fdxScHBHmKB4QpkkIViSEKhYQCCCPGtXBzWLiDUdppP5W59VTWdqYXiClBUsNnvhWdMt+1WFN68dSuJ/rgGFLItOOHPJKeskAo6Kjil0kN+zwbK8X35nbo/9XXN3P6kjqZNtBzQFj3Wd335xsqmjqe/M7qE1OnTt2wYQNFUXV1dWvXri3rTKTek/2v9BF6KoWfrIpxze7P5Vuz6wcGjBt/w7u5VFLv6wxOM41Ssu6SmIDn/WlawzIcxza2VNQ23a5tLC4uz3TzMEnVUGih9MRD8xDoAwBOFq0cvNrGr53bcb4jAoof8lDK6HVFOT8XXvne0toWmSokmJmKEXHtdKP+5XiCXioRdoD68isyb1t1wYlThW2+U8AyB3QX6xKSAYDnse1NXOlTYauzhYRi2nQkp3Rxh8VFMyXK83aLISZazgoeq4sMcEgBcBy788Cr1+UyzH0Dko6HgwDSbfR0s0PSToZLEO3EuHaC2GWuuHF+E26dRGfJ3PSlmPeG++/co9j5NDhWJJQOGzA3rf9Mo7m5TlfeMHR+nVLbICDpw20p0z4svh+efhYAeCUcvhC0wVMJO8gqEHeB9HgeB/fjwP5270sQZET/6RH9ZwilV4MTCgFn0VXdGfVkDEgGAI7Dl591CFJOmIj5D7h/KbsNX29yaQVv2fLTqlULu5+rT3swPv7FwYNd7VM0y7ZzgpdKZQuT/g93Xx0fxZ2//8zMzrpl4+5CBAgECe5uLVIKFaAtLfVe9XqVq99Vr4VCe1SRtlAo7u6eBIm7bXTdbeb3x26STYgh1+/97nnlxSs7zM7ObGY+n89bnufp7yC1UrtqtH6qnyOw28PACQenhfAuLvh15W/vdrJT1ADMfbfNoIdlBuWdW+if6u6orFBeq2ssEfDFfLGfICBWIPARsqyAYd0nRBL1Av5aivSUTxgGh89rth9t7iA11xX4HI61a4vKRYuWNjU1HDrUJlhKAH8dOnRhUhIAKyU5rSFO1avBEdC0mOaKOVyxkC8V8qVCgVTIl3mHBQSYMMsNsvbgu6eOXG1qAsDlS+Y+tYsvCQQQYy7Zue6xS70PB3sBgsDT94f2SxQBYFm+yfrBtiO/nbi0sZNdwxOw/ONQqfNvune4rA3AqRzDz/RijJ4HQJaz657G74any1ofR5PFteu4uqzGMnm4z4A+Eu/HVKV2bj7UmJVv/O67tltOFJU87tGf/JyejLpKmXt083NGbScatskxwmcXh7rV+xpU9pW/KOube+A/RATz3lge6b7l/72l7uL1LhMhJEHEBgnmjHsxOHR268ZrRUd3HP1Co+8hgAGIwZNfSclc4n7RVHvt0IblNksnGWmxkGJZmCwuqdh/wtClmf3uaeXGsATyhPpC6Rk/8pKdoKsr7Ncv6SAQQCAAXwA+HwKBb0jo5IKSO5RYu0P3idtplrlVuFwupbKmoaG7791iZyobraNSfAgg0p++lJ+9a+sWeaHhHs4YRs476HOEy3L9HIEECIYg9BxObk3Oul8fO3ruh2tFR8trr+pNLbI1ThvMWmiUyL6EwYPBF4AiIWy5zF07cfhg64dKfSPHLfiKyxcHRgzsM+RBRUC8xaI2DfLD8omIa3GcYBiczDf+uOt81h8USYUGJrIU3cDlWgLi5CEprVJePk7nlb3vFez/EokZ8AkAQSA5E4WXoO1df7BOh8uXkJUFkQjBwZ6P9vUrkkmsvr4AHCRzjVAmNZISroQgyLT4sQ039jcc+QoV2bi2H9f2B1XdWMZRDIPQXaVkwZ5tzFtbeVIfHBvPckiAA/TnyqRpk4tHLWbEPtDUwqxD+gws+MDzcUVnsO4ZPsUbPeiBh2Z9yKSP+T3KxxQYGhqalungjLbYx5ttg8IGJgSnhfjFSIQKgqScLgfN4fG5QonIV8iXysT+cmmQiOcrDEmHMNYBP5AtDeWkBlQ1CCdsNhQW4vRJHDqIyCiIxSAIJCQiKBjXr7dkCFlNQ1FVwd5h9xLuB2q/boAjfbDnUL/9ggtei8eyMlRWoF8/cGhwaAwaDKsV5WVKZbVSedNiWShEYhKGDsO0GUhNRV6ed2XxRnNzuU43JjycIkmqZQ3EEsRziSlKPg8Q2JyOEvFZElSAI4ToehFJtjxWPNfJx4zXj1VVqW7mtGjrcGETrEZEDQCH7md3LuL4uj+ysu7Gt5ufulZ37Wps/ysDp16QK04LuceEvENC7rHyk2f2vi8mZH6KZQwjpTkFgJMgEBsuGJQqrWmwqbQ9uGcsSU1dOX48gFyVytVZZkWn0yqVNSaTJ+NEEsSbw0dMTBtbw08rko4sFWVC0S8yYmhkWEZYSN+QwKQgvxhfeahU7CfgSThe1ECOoXiI6WCwtcCXx5kTHy/n87MaG612y3Q/jjk4EwShoRXFylJVXV73J3xLmD5KMWaQHADLwmJ72sUk+fuEn87a3IlFg16Fq8cNiWP0PjH97dkAIoN4jeGZDdywqdY9T9BbYkL57sfC5WKPXdKt/q2usMKs0Ttzi83Do3zkYo6L8AS9QgE5KFUyJE1yOetyXnEDwyAkdtjk+auklGftXmy4fvSbB2w3e44CMWH85x4I5dIkgAaV/Z8/VPf4FwSgM7rEQsodFMaFC05l6bpKj7OAg5VOGf0mRXIANKoq1u/+25HzP1l7JxJUW3qGZVzB0UMBiKSBIbHDK/IPuNq714UF8l5aEjZjtEIkoMpqNDlN+ZcH+vOkimC7gARBAAEOXh9jbIAt0tciqTtcZS8uMedmoSAfuTdwNQeXL0nz8pXKap3ujoyylyxZ8vHHHy9durShF65zN+O/S2u0NRFstrme/7G4QWsH4O8TQUzu3zg6KMgeOlw/Sery6AnZLfoLBz4qyelaszw2Fn95uY1md+okNqxr/U+CIKctXe/dPuCGim7ME2aX8wtdcCG3GlvPo85zB4vlIQPHPBPTd6a3ajCPZYLsDm3NtS83LGFZBmI5XvoO/mEAYNTi00db3TV7BZJCTAImzUJKf5BcgAZhB6FV1Nygt2+2VFgfn7c62D8OAMO41u3867WiozSHN3HYI2MHP0S1zDp1TSW/H/iwQnnNfcDQIfc/NGyFP9UiSMah1kn59RSJiiuI6A+KAwCVOcJ1z4xKmzNywH2kUPqHj+uSuO3RIliEOIgkC5FkJaJsBHXTQ8cA5Tw2X8DmCZj69j6DfJb1czQqleeYgjwUFKC8rG3uEQqx/An0Sfa8rCjH6lXQeZac8Rl+4xbHAbhgTcpRtMh9HTyArZ3VKYND8PQznvIhgJMn8NsvbqYzAgMRE4vYOMTGtS0y3GhowLdr0N6sYHBw8L/GjRPTtJWgjsj6fB8cXSLXAADD4v13MDQME/pyWZ6QEQtdIiEjFrkkAkYockkEjEjkEvMZkTuZny0+lyM6v6jeNemicum+fV0Ga/LgpAWfPiJPdN9SSg75tb7YUnEFwxaD65WUKzyFfV+g5gYAgiDvGf/SiAELSLKZz13LoTxStCyL45e0Ww83W22dpD0pkvzr4MHz+qTq6CCasTTpGz87d+JkdZf1NonINyV2xL2DZvEVfZxER/PIbtCgKt9x9IvC8rPzExOfz8gQt3TTKI3Gf1+9+kZm5mm/idnSDAAOm2nHN/cYNLdolusFmkP4+9B+PnSAghvkR48aKHcvYI6cN6TEbxTypQC+2/pCXumpzt/P5eOBNx5LKBliOwvASvBNhMiXaeuGu1Zk2nygqTVE41DE3+ZGDYiRAGAI9nyNNiyMJ+C3NRnUNNiOl42MGvyauy/XBeaCrLyQW4O/vgp9x1gqLJD38tIwkYACoNY5//lDtUrbUUWyKwh45HvPRLll2Y9c0P66t0tf7lljnx8z6AEA1fV5X21Y1kOvQGdIylg4dPqbbj6Mur5g/7qlthaJq/5J4sfmBrWyhB0McZqfekA2rJmS+Tp4kysEA8gI8qYWSJvdXNNQUFOfX12fV12f36yp7lFR9j+NP2MilEikixYt/fbbL3vck8shPn043u13XFpveWV9ibNFjJUYl8bOy+SAM9A4vI85vXU9XlN88uzut9uymh0wdhwWLgKAqzn4ZrWb/SoVcNIiRSnDljoiHgdAsg4RUaBHqvca3wpjYf6Ogr3/dutxSBURfUcuj+07m6TaOLN8xhXgcMpcThbsyg2PeCYeAH6hePl7j7p8Uw0+fdTju8YTQCSD2AdiGUQtPzQXEgUkCsj9IVVA7HOzcUQgWzzV8QMPFqedUZUjjX7VRxAJwMU4D55ZOyh1hp+Pp+nR4bQdPLv2+MUNHW53Hlc4d9rfMxLGeXYjiO1i3jmBZ3STNJSMyTk2LGUmjyus5LEb/BgVp8v7ks8g3kokWYkkC8FliQI+kydkC/iwkJ28JcVCLmgmJQx0xsbLN/ZcvLGrSd1+5CVJLFyE0WM8LzUafP0VqqsBzHwqOSROWkZFH+KN89yoVy5j7bddGtyIxXjiScR7ko2hFmttUQFiYtvZUd0Mux0bN+B8SwOUbwSiBiTF90uITT0i62OiSIgugXAAwMH92LoFBIFl45DRUv9nGKiNaDZAZUCzAc16Qm0SOAS8e8dokjwTwBQVQ607vqeo5OYPBxATlr58/kouzQfQRJGrfISGDnZUFVnY+5lbOMIb00Y+OSFzGQiWS52g6XUU6Vmnq7SOjXsac0vNLi8hYxFNfzx2YkTc5Ephup1szV6ycBib9I3NugaTWaM3qQym5oioMA4h8RFGhwYm3hz1Op328tocnaHJbNNbrAazRWe2GSxWvdmiN9v07l+8770gkejNzMyRYe0aJp0k/b3/YrMgEEBD1ZV9Pz3cSxehAAUdEybw86EDFLR7/pNLODdrFRVXWj79uWbayGfGDn4IQGHF+W83P93lQQmCP/WBNzMrApl2kYSy0b5pf2NuaVt9i6aIv82LSo/23E5rDyt3X24W8MkxGfIJQ+UySUvHOHhleLyRHW/S1R/jZzVFyQBgr5dzPQDAX0G/tizc/S6DyfXPH6p7zIh2wKBUyePzgwEwDD74d2VlXSfaIGKhzxuP7+TSAgA/bHvxRvFNRom9Q3z/e4bPfr91LjywbpnNopk2UjFnnN/N378L5AV+n71ntPW7jgcqoh5Y+EKoaOjNjIBW2J3mi8Xr/tj13e2d213Bf0uNsBVxQYKPH4pza7xuOtPwyymvu3NUH9w/AiAC7aGj9RNFLo/UhcNmvLDvw+KcLkQElj0KP3/B118kB9Gp4eK0SFFMoMDCCT/G/cgFLgAtd/92nzyJU5FiSY+zJLd1QwAs46wpOOhwMdEpU71lYppqrl099Y1DVT1t5IqU+FFXcvf9sqe922JUMp5b7ZGeMWjgckIsbyccdYsQs5pxzg3BbCkADiMOUz/Hc3QUGi6sOL/l4EeqzuoQbmSkTJs78bXWKs5VHn1AxM3UaobaQXO4DIGjUma/3Evn+MJe1JYgORNx/Ts9eQLszdZuNMvG2m1JVluSBQG29spbYCtqrl68vjOn8LDN2x5h7HgsuM9T57PZ8MN3spr8ha/3r6cCd/OmeYgxpaX44lM33aJLcDhYtBjDO3csAQCWhbIWZWUw6DFxcpspR0kDVHKE90d7tTPQ+eA3AYBKhXfegs0GABwKGbHQGKEyQG3qXBiaIvHgaAzxdKIO0DgL/7HJpO/YAREW1OfJhd/wuSIAGkPDqtrzmuEL0ZpgVBZg/xfIO4YuMGbQAzPHPkeAIEk1QawS8ds6XOwOtrLOWlZtLa22mHWCVya/aPYd5jUF3hoYS/O5gmP5ZWdLqi7ZHbfQmOPGzNjYlwcPlnt5nD2TVR41e5V7WXn58GfXT/c8CA7oI350bnCP+uw6o/Pdb6p0BqdCFvL68u0kQbJg//n9/EZVRTfvCh8x9PWJBhoOAAYzs+No88krOm+1IIoknp8RPirZk47qMDRxOMTk0fGzR/HJFnu1SkPaV98d18VGY/kTADo41/tIOa8uC/fzoQFYrMwnP1VXdTaN9YgXHgpzi4mXG7gf1vVjCQo8HigKNA2aBkVNp9PHMwkAlJThM90f7PY/WrvJbhVx/WaPmP2BexjUNd4I1L4yMLEl1tdTO+WjxtClSba2ZS7LIivfsOekurbJce8zA8tO8GR0THhQSkRwso+03djFgrhW9/3P61ff3ondFfwXuU+0Yu5Q/4fGBANgWPZvG8vyaryGj4ExxLLxLElQ4GQahsabBnrUJln2zK63irK2dDiUj4gzdVDAgGhxjD+vVUCdBXmC+56WjAPQRNftUWxmwQDgs64FWk2yOaWKmmwhfNEZ6isuXT31jbK0jUEREZyiNTTojTddXdoILP+4G3ffTkGAEbAGAYxC1sBj9KomaII9tTGCZdPZQwOd+0kwFCOJbn6GcnloiEazevvRz7Pyem7A81dEPDjzw7DApA7bNRz84ucq5bU8+WYDfv1Hq0couAIkDMCQmUgfD6LzxbvQqYoiCyJduSFsMQee6YrnCJVZhkotGRTTLiyzOyxXC49cuLajrKZFuS0lFcsfB18AACwbVXxsaIRqO3+mFXwAaGzAPz+CsXfuBxMmYe68tm/eZERZGcrKUF6G8nJYLSBIJI9Fv+HIjAK3ZRpzSWDtA8ZLea7xImIsngDdW4Wu1+BMGeCcneH+3U9rbf74D2jaLiHQN+bpRf8WCeQADCbVql8ea9JUITAW9/4dskAc+Ao5e9GTA+WQtFnzp7zhpgDZ7bsF/I0iQWd0WMbXxcS7mHiXK05rEDmdkIt9Cao7bWiKdckdSl9bxZHrB784ve9Wr70DJFzuCxkZcxMSCOBSff0j+/f3G7ViwLhnATAux661C9T13Wl/TB2huHdCZ8GHi1XpnE1qe6Pa0ah2NKkdlXXWVh3Opfd8mhY/BsDprM1/HP64+zMcOyH2vpHco5q43d/sMbc3pogK4D83PTwm0JOp3n6x6cej7ToeAiMHTrh/jYyvTyQ+EcHjxl7fbP9mS0PNM2/D1w9oa9MTC6lXloWH+HMB2B3sF+tqiqssKXGjJmQu23rwH12ZL7YDj4foaMTFB8aH/N3nFM06AWyQTjou7O+9l9BFvVGVwmdIAD8HVlwVa8GyOH8OO7dD3a3PqDcoCgMGYvAQCIWxgqSR5BAeVH2Ij8TwZDiu8WLXymdYCB6AWEftjOo9qQJt61+KZXGjxLT/rLawrG0YFwt9woOSw4OSIyIzuNGDCJb9eeWY/333iVtFK5sCQKPO/vyPxSZvpbu0CPLxSQxFAoiyB4xUjeOQwQBYxnXs9xcq8z2ii5H+/NmD/Eal+NBUx2vMpudWUgsAuODc4btRx1GDZaXZJYMLS/rJiaRQob+Mr6SGlFLT1WR867tE5ivnDq25kn3mFq5k5L1Y+ErbS6cDJh1MOhi1np/Wl9qm0BB2xCSZXNiS4Ko1HdlQoqm3IH0c7n8NIg9pUtBcMFC5dmKwJdUmrHO9YkewhDhlwu+vf33ZbOxVgYFDcWeOeXbEwPtaE185ImaTj8PW0iSJoitY9y40ndWcH/oK/SaCcsJSDz4Nmqswl8bxCiLZPAXbNjQ47UzFDXVjlSllRKDMj0+wlMieIjUPFVtTiPb9WTuP/ev4pQ3u33mx4cyKZx0ST6BPw+kABwCMRvzzIzTeSg08NQ19+6GsDOWl6FA85/Bw/8foNxUACCf4heC01IRYGoYIFJWhIhuVWbhvEtw5vas5WL3qFj7dC0n3jCialOweVjlas/PL3W7fLl956DOLvnP7sJut+q9/XV7X1JI7JQgQZA/aBV7omzDuwZkfuPv0jOYyZePfIoOd3ry3DnC62Kw8456T6gDK/8WhYyL9whykwE7w7aSo2uLK1dsSpII0WqVw1FKs46cbNz6/3LmdyG1gfETE65mZfzt16rxSSZLUtGUb/cP6AdA0FO1aO79TtWgORTw4M3B4uuf+b9Y6svKMjWqHe/JT6ZzdqLzGRw5acd8aADa7+Z0103rsEPEJlGtcIjS3xUwUScwd6n/f8EBOyzCyL1v17YFa748MTxg9dv6/KJoPwGXTimufHhDrGdPtDva3Sr+TIx4BPOR6Ppd46eGwqFAP+3DVL8rKOv69E17plzgegN1h2bj7zevFxzueGUlCJkN0DOLiEBuPiIjWdd4s45lZxjMAzATvDf9HvU3lJquDJmuCADRwrR+HF7bV4ZxOHD+KvXth6vYLkckwcjRGjYaszcd4pMF8v2kjF562iSPCoZukIxh32tNkxLqfkZMdGcybPto3PUnsvXDJLTX/sqexlfVIc4V9Rz2RMvRhd7/h/nVL68q687xMis4M9o/vsDGn4KBG33lRzK0sExcXZzAYPv/8861bt3Z3pf+FqVE3vNkUp/K1n+5oX1jqH0U8OpGlCAAKhp3WOJsmYgG4nPbDGx8PRO7swX79oyXe18awbFmDNavedik8c2jom27C/kXxiVxRFsoasP0iXdUo9uFKfHhiH15QAD/WTxAhoyX8+CZyBgtOomubnCllgVN52vUn6ht1vc7mx6SBccGggUkHa+d8GppHDbsnMmmIRxSfZXHtmPLi3mrGxT733KvHjh26VlWDJX9HvKevh+swPaP/dZT5ogtSOwIFKAZQSBDvflNg1PQ2wZISN2rh1Lc5ItlPdENhUEv463Rg17c48kuXgYhfFF7eC4ojJ+pnM6+THJqLNmoR42KrC7QlWaqKG2qnnQFAUkTiYP+Bk8JEci4ADiOWWAaJ9YOF8BQ1WbB7z3+qok9FpvgERoptlOAAb0I9GdT2iQ4HvvgUpaW4RXROnxD5YOkaRLXvkHLmQq7yPAosi/37sHM7xk/AbtLZ6wAAIABJREFUvAUAYLPhnbeg6sHYrxssXXbP+gx/j22s3oJV+2Qa8pnF3ylkIQBsdvOaTSuq6nJv+/gAEqOGLr3nE3cpyGzVn8vZmtl/glTURJGlFFVMkaUE0ZEBxrLILjDuPanOEEc8O2CA3FuEvQVrr11bmZV18/Y7gZimjS35balv5OzHt3G4AgDXz3x/+dCnHXcWUivuC2ll8pVUWb7+TWkwdSMAzYGjXXX85WWbgv1iAWw/8tnJK72j9rYg0p//3PTwVmUvu5NZf6J+1+Vm7yJ1bN+ZI2Z/6M7xcinn5lXzNA2Fg1IlD80KFPA8c9UlOn6dYpqF4NGrv3wuXeM2kWAYrN1ST1HjZo59TsBry5ewYPfoTx91FUAkavvhd8llpFnnO43fBbB6AMVa7tdXxEaTEw4HH/Sb4z4TcEUANp745Er9BUyd1o6gZbHg4H4cOexJ+HsjNhZjxyN9QFunIQAg05L7kP6AOwBlQZdgRSGTsd+01+rUwGbAyZNQa+BwAYDdESKnpmfKBiWJWlMzDie775R632lNRPL0jAkvtvpGAayz+cz6VZ25H7fgvilvDuk7u8PGNZtWFFd6aucdRLfPnDlz8eLFr776SqFQhISE3LjRuVJSK/4M+gSPJxg8OPPYsYM979oCi52p19hH9JEDiPTnN2jtFY1elYl6LaqaiYExIAkLQdQIi2PNoRRkJEkl9J06L6U+Rm5onQULas0/HqtbdaxxjyIsb9KIkaInhIwIQD235pxmU2T21Yly7ZBMn4yp4SkjguIH+kWm+PhGSYgAvl7KbRYaHLzLEa6zgQ4VARBApD9/6gBfIY8qrrc4eqPooWmEtgkWo7cDtTcCI8XTnugTluBZc5m09oM/Fuafa3Q/bOnpgyoqypqqy3BhHxw2xKeDJF0U95xwQCPHV159vs5QGyymAfgBcUMCsgq0NnOvusKa1JWXjWUHB/Zr8m8x86uvwOoXkHOsk17zVpi1kPqR4alTqM9kpIqCEwDLor5Mn3NEeeK30oILTWoVy4QPiBw+PmXMmPrwcQ3WoNwch02j9Q8gSJ7Tyq3QS84YBddIcyAPvgSIhLDMgGQH7d9MEAQHznhniZEUq0hfuA/9/Vrk3s4kMXHi1H37drTb5BeJFevcMuIAkLMHB1dhxwfY8wMK8pGSAr4ABIH4eCQmYvAQzyiwczuuX7+NE2iFplT5TljCcQXlJAEeTQyOmxPzYJwoEYDDaftu6/PltVfv5PgAVNqakqorfRPG0hwezeHFhKXTHBnDBruYFNrWV1In/Hr3qesVOr3JRVGERMQhCBAEgv25IwfKLHzT6vM3nFayj68v4bWGX52dvTrnlrPB3aNvgig1Sdiscbht5GwWncXYHJE0DkBgeHpT7TWDVy9VoC/3pSVhbtVsAOeu6tdsruu0IdaDlHD8ZSZcDKpVaAkTWYZJiRsJwNcn7Ez2793d216gSGLe0IC/zIrwk3oC64Ja8zubyy+XtkvfpQ1/JHP6W56yWXN5ekjFji1rASgb7VdyDXGRQndXZyijzrAVldPB94fVpfraALAstuv6pfb5cGTcVDcDnSFgpJw8liRAJPAifQKi8iP5rFwGobDz3oL6emRn4ehh5vct9UV1mf2kAHz5rgyFvuBMqb6sdkzMlOSY4QCaNFVbdv2d1Wpw+RLychEYCF9fAKBpJPXBsBGw2VFTDZYFTWNoJh5agmkzEBraVlxobCT37pyr3L1AVkKBAWCyUHnE37XEUAHBj7QrKsOLHKEsBsdgdArGpWJcKib2M4xMy4pKuCgI5LNMmNNEABRJJEYLxwyPD0p51MXzKGbUlpzWl2wgreX5+d09Zalxo28u6FzO3aPWeUwAbTbb4sWLt2zZ8tBDDzU2Ns6ePbu6uvq3336bPn369u3bm5p6oLH9N6ZGW9HKprDYmUNX1Uary+08YrS6TDaXKiSg6YFxDIcCIGTE09QL3KR7F6yNgrVSpkJXq8+91lBTpkafUEzqDzF/oHF4X9NgAA7WdujiM5lJmsCIHjTo3BA52USjPcjLc9VgcW0607AvW+V03X7jb//xIYOmhZMtxcuyHNXJ38u7msnEfOqRB4bvTH2mnPaEU4Smnlj37nsjjKkBfAAsgStcavXaQpWyZykHjJqL+S967nWWwb4fsP8nuHoxiUr8Br75Qga9CwDDEJf2VJZkNRvJAEQNQGR/RKUjOAkk9Zb+g4H2bAshOM8dfIo3IofuSxLONOe2fvQRLmkDQLKCcNXTfIdbhIxR+nyn599oZGMr2P5VSFdzWXArYAzC2n+ioDsRwt4iagCWroHIx3O9ez7F8fYNGhIJHl2OpPYCb8pavP+uh4ZxB3gyPX3E8PQnEzlaDgBwWGqAKY5kkF97UWdRgSDg7uDlUOB6rcFtDrgY2J1wuuBwweGEi4HNAYZFST0Ka+HsaPX3+IJVEpEnvhe6dFGmy7WVJ144clhvb8thhARwZ4zyzUiReNev88rMly9b7w9JHx4aygIfnDu3ubCdQcedIzFK8NwDYVyaYBjklppOZ+mvFhmdTnbsgi+jkicBMOsbtq+Z7aZsJ0ULV9wX7KYWsCy2H23ee0rdneAlh8Qb8xEoAwC1Ebsv40IxGJZL899esVfAlwJYu+W5/LKeSxsRfvxnp4fFB3sai+xO9pdT9TsuNjPtPp7ImPCXtBGPul801Vw9tPHxDmRzDodYMMl/3JBO7ONzOLMi9Pe1egPUca2bAqpUtG1JXXSs1TMilQpMPwWVmciWe89iQVMjiotRXISS4g5qgjNG+84e6+textjszM87NDPHbnKXn3/d+86lG+2t/vr2xT3zEBLStqWxAbm5GDQY3pqcLIuCfBw9LCjKfWxuUN8ET9K1ut626lelMGDY2AVfuRObekq7T/G7mewy0RrpND6sL45wtn0/zRh1XTv15N5V3pZk3aDHiJCm6aKiouTk5P379z/77LOXLl366KOPPv3002effXbatGnDhw+/6ZDt8GdMhBTFCQ4OqanpQSHwZvBp8oul8SGKLkv6uXzpe/6JFpICIHf5TlMt4LF8ACbKsEfxm6n9H8bX6T9DtchNaqmv/iYs+XzrDATA6WCMGptJazdq7UaNzai1m7R2o9ZmNToHTApNGRFEEFDYmSSjXe6l/lensa87XneuUHcbk2HGlLCBkz1t5Q6b68wfFYUXOy5bAgKCDAa9xWIOkHHfmh8V7se3ErzvfO47JGrh1bmc1N61n4RfjPWlAbAEzgs4P/5Y3FDedeWZIDB1GaY96kmSGNTY8AFu9Lb26R8umvN8X5JkAVwyT84qDkRkvw7NlgnO4k+0f/XeoiclZ7mZJ3kjSunwfuT+VOIgBzbvuZAh2I0yMpvr1VNDGsGIwTI49DUOfd1j20gHREXFVFS06Cr1nYJFn8At/uSw4tdXcK2zxiKSxIxZmDbd882wLD79GCU9acb2AgIOZ9N9j90IG/1p2CU15y41BVjsuF6J7HLk1pBOV7hEkqRQpIYmRA16iU+4Ys0XfW0VRyor/nrypK2ziTzIjzttpGJoX4n3U1BcaTFUy81NnJ9yOrefvG1EBPNeXhLuTbkDYDS7LlwzXC4iB83dxhPKARRn/3F6x99GDpA9MCOAoggAdgf7w7b6y7k9fWmT+2PO4HZb6jTYeQlXK6aPfHr80CUAiioufLP5qW6OQZHEnMH+948MbG0sKK4zf7mnprq5Q6MsMWTqX5OHPOh+0VidfeiXJ+wWfbtbrgUDk8UPzw4Sel24xjWLsi50/24jXDt9lefZMlbVjOYm0miaIx01QjHI/b86q/q7w3+vrb4OUxfNye0/aNk9LZQ+lrA559kcc5pU1f/8fh5z87NDkhiaiVlz4OPTybFsNlw4h6NHUackSbz4cFhilGdZkJVv/P6PepudAUFEL3lmVOQTbtasgdA0ocYBu4O0uziMAw4HYXdx4SAdDsIud/r0Mw2OYk9EYD0Hnq4Zi5XddrTp+CWtWCzjcDhqdXfVhx4nQrQX3VYqlQMHDqyrqwsKCiotLRWJOjp9dsCfkRr18fF56aW3Dh3ac6tvdDJsQa15fJrC+1n1RoDTlmbTa0maB9ZEWqp4ymhrEgWKy/JCbVEV/CIn4QlxKFATm2YLIQbAsPm+EVs8ujEuNvuw8uBPxZf2VOeebii63FxxQ6Ms0TfXmPTNVqvR6bQz1flaZYk+OEbCSOgaPsfIIaV2xk3BkwioEX3kqRGiglqzwXILccOASaEZUzyBXUOFYc83+cqSTjRnH330Kb1eLya0798fEyjnAaDgKtx3IP/iNSQNBpcHkmQTBx3WhfR35PnRTgIIdjI+Q4Oqa016VWf1QoqDxX/DuIXusd6fqVT89qI+51one3YGikNOe7yPUMIB0IC4E+RTbEAsOtjJsuxT6s9DiHa3NY+1xzlLx9uOjbOetriCLmCWjpI2IfQMLyzSJhOxIED0sRKlNKk1qdFYjprroKXgS0AQiB2CyH4oOIlbadz/7LNvd+78HQDGPIJ573k4CUY1vnsURac7fw/LorAA5eVISQWXi7NncOxo7z+xK1AkZ+SgB32Sl3IJ//6mmCKB0kB1q9faS9AUQn2REcub2H9UZr9FKckPh0QO8pGE2ovDLddELs263Nx3z551djGAGs2u7ALj+esGPpcMDeC5HzFfOR0c4RKFUcXlWp3xTuPgVgT6cl9eEi4SUgDsDpZqmWa4NBkTxh/Rjyc07+UJBDaEyIP7Dgi6OHME7T4fncH5xfravNKeMhw+Ijw6ERwSAOxOUCQASATIiEVyeH1B9ujoWQRBKOSh2fkHzJ2JhAEIVfDenB81Ls3H3V7ucLG/nGpYubdGa2pJk8QHY/YgMk85ctaHiQM95efaklOHf13hli9vu+W8UNdkv5RriIuTy4UEAJtjCmNb7P6vcnXRdwfeLNy6Cgf24cxpZGexuTfys/Y4XY74yEEECD5HkB4xvLrqqlrbsyhHXZP9erEpLV4k5FMgwKHySKJuz8mLlXX5nezNsqiuxokTsFoQGdXGI1I1Y98e/PAdsq7AaAAwe6zfsP5S9zv2nlJv2N3gdLGgOVg2Tpsh0dHqSGscAYIHgQ8C/RASwIYHuSJCXFHhztgIW2y0NSHW2ifUHsVhaSPiGzHeSdbIWCVBgOYQafGitASRT2BaQp/B1693l4fvMTUKwGw2//DDD1999dXZs2f79u0rEokuX768YMGCwMDAH3/sQb/tz4gIxWLJPffct379bfIlk8NEgXKumE+J+JSI5/m35SUp5lNCHlWoNJ9vsoqGBzt5GXzTU+4JXuWs3Gf+t0POBTCwLLVv1FwAIGy0+C2CbARQV6o/9Xu5pqFXoxKHSw6ZEZE6IggESJaNsrii9XZey/dnd7Kbzzb8cb7J1XUPWyv6jw8ZMiMCAM2y1lLD4S0VzTpbpx7Q06bNYTU3lmTy+VwSgMPFfrm7+pTb91kegCXvuD1lAJD65pd0Pw5HMQA7iTNS3o6NpeXX2zVJK6L9nUs+0Pt5pKWjmBvjnesJp2XvtwWdTsM3I3NOZN/RwQCcTnIL8Q8dWrpabGZUX0NFFiqzE2z5nywIAsCw7D+3VcYHC0f2kQfKO0qTKB3ScocCDhvlEiikT1KkAgAYs7nxXcZeBgAUfdRn9vEoT/YJmlqsexbVvS3XrVjxwppvv8KcNzDMM+6gqQLfP4bmyp7frFBg0QP46YfeEja6RmRI2vzJr4e0NLwRYOXW7OOOo+uuX2VZFhY7AE/CE/BkQVvB54IkwKNBkeBxCA4nzFcepVBI/eVXggX1vI4PL4/BUD07Qe0apXatPnNhU09mpK3wk9NTRyqGp0tbeyMZhj18XrvjmMpmv7VA/Gb4SDmvPhLuJ6cBmC2uj3+scbrY4f2lQ/tJfaTtejFY0BYEC+FJHTUbJb8ck1dWlBvUlUz3PbSPjPdIHFQ344vdGJeGCWngt91yoSrhAtvkcJv/qSu/bTvSsSWHyyHnZfrfOzSgNRAsrbd8uafaI+hMEOgfhYn9EB1AsZwxuUMi/D2hZ/mNvSe3vca0KPeuWPHCmjVfeB9ZJJCHBSaFBSVFBCX2S6zg0ozVsRwsYbWbdp9YeS7njy6lzxPH3z/tHbfMgotx/nH443M5f3T3DbRAIqJee6R/oK8ngK6qt6/cWNPKJ+kcIhGmTENEBI4fw9Uc79AzOVb4woNh7phh+9Hm3SfUACDmY8VkxHhaXaKK5KPFD3orjXQFPau64HOyhleR5NA+oCkIauFcsiyRXSpevb4LSwAAvYsIvUW33c4QoaGhTU1Ny5cvLyoq6v7c/qtrhLcKgZgeMTcqKmWq0/y4W8jAYr6685tlYmnctEd+IQgKACVYT3GP2szO87uqCi403qqyT3CsdMz9sVJfHgCaYWN09mibk2xpMahssq7aV1PUbYmu39jgobMi+S42yuwINzlpr6lUY3SojQ6tyakyOrQmp9rg8BHTi0YGupeoRqvrg60VedVerEqCwJgFmPO0p5zOslP0Rx8zbOWwTgtFnJHzDmwuL7rcFBAhju6r8BvQ51TAs3p4CkgDXfszXAfcvQMOm2vPmvyGyh4G/ZA46Ywnk93XenpbZW7yP6FrQGUOKrJQX9Ta7v/2gmi3BtWJXO3nuzyDWnywcFSyfHiSzFfSSeXfgcBa5jUXZAAoGEPIf3ChBMCyWFOdeCD9fU+u0mnHjg9wrne9fzwhFn+B5LGel+VX8OMKmO9Iz/CWwOeKpo16anj6vFavdpW6fAJ7ydfVCODvZ85sLylhuqt6eSCm6WGhoaPDw0eGhbVy0lkCuULisC95WEFV3Vw6YBis3IeCW6NOK2ScKcMVIwbIWknrzVrHhl2NN7p2Quj55IXUK0vDQwK4AGx25vN1NaXVLf5WJFJiRcP6S9OTxBxOx4FIjcGF7IsM+ABcTru2qVTbVKxpLNY2lqgbCtopSSWG4PkZAMACn+1EaT0AiPmY3B+jU0B7kl4ES/Q1R41tTFnzr4XeYg6D4qSPTggJalmouRh205nGLecaXQwLDoWh8ZjQz116pFnuBM3sIIennFFw6dfze9/vMJNJRIqwwKSwwD5hQUlhgUkdmONu5Jac3HroH1pDl6JobkQEJy+753Op2NPLduLyL7uO/auTJGd7cCjuG09sDfTZS9MeErDO6Fz9m7L1a+895BLO2ysiJSIKQG6p+V/ra1gWCJDh6anwb7HAO5GLzWf9g9NE8hAuT0xSNM0TcWgBRXG5fAlJ0TRXyOEKSYpWlp7JvfILM3cQRiQB4LDsZFPldEMll2IBfLWx9lpRd7dZbPiAQL+YDhtzi0/qjJ6v8Q5Ft/+MiZDH46enDzp/vgu5v7uNmH6KkXMfI5kl7pcMLrGuYIoKA0By8jnCT4qzms5tr7T0jnV3M7xDQwBSJ5PYaPFvWUuyLPZcad5wst7S2VI6bXTw5BkR0WZHiMV5S0z7eq393c3lterOsp2RyVj2Hvw89six9opXVGuDnE0GDnnOh68z2EUybj0Rc4B+xAoRABKu4bbN/Gv7qvI0GVPCxD48ADazc9fXed102XD51LxX+kp8eABqCnV7vs3vdA2RGCL8+KE4AAzLPr22qMMJEwT6hIlG9pEPS5TJRe2WkHaEKJnXXBADoKALJf9BowEAC/xwQ7hzyEoIWshMl7dj69s9uEH5R0me+M4g85iLImcPfnsVXTjO/CeQFj/m3omvyMQeSozDaTt49rvjF9c/k96v1dLP7nKV63TePxU6XWs9L1gkGh0ePiYiYlBQEH2TLAPDsjUGQ75aXaBSXaGdhZEyS1o4gr3qPVoT3t8C0y3rlfRLSxjVz9Uvvq1ocq3ItGF3g1p3yxqVQj75yrLwsEAeAIeT/df62sKKTm4wLk30TRCPypD1iRYSBFiWqCbuq2EX3ixa1AqbRaeuz1fXF6qbCtUzwrRBToZw4UIxfmrfeeEjwvSByEzw1rWQm3i23FLLtQK/+ublQxVD4ttsTQtqzWsO1FQ0WiHgYlQyxqVC6qmNcVneFPVcX6cnDLp6ck3W0a9a30iAGD906dihiwXcNsrdzTCY1NuOfJJTcKibfbwhlwQ+OvcLtxcpgPyys5v2v9uJdocXhqXPmzfxNQBO536J6GeaQwBgGHbTgaYj529hFcihiFeWhbt1vZu1jne/qTJbXIgNwopJEPEBgGXxxwUc7m1VpQ2D4rBoJPg0ABljn1d1Vdxg3HOaLCm5o+asZcuWvfPOOzNmzLh69XZ6sP9LeYR3CL6IM+3R12U+97ffbLU5Xz75+6Waws6LBLcE79CQYBFpdsQb7HRLaNikd3x7sPZS+3zj9Onhcwb6+TtchNcUUqOyMSyrENNdGUwDKFKa399SoeuGF8EXYdFrGOgx0hQylic1G0aaL6lo6rKCW0QOOMZ5wAUKAJexjM/5PLwmSyagFGJaLqYLA4UWOReAxeDYuSpP29j5BDPm/tjEwf4AbGbn759cM2k7n1Q6DQdvBkkQyeEimbDdJfOFsZNGf0HTIgAmc73A9F58oOdkNly0/N7vE4S2yHPXFeLnZ9Bc4XlJ0QhKQEgSQpIQnIjQPmFc42OmH74TLa2mwnD0W+z7vEuF0rsKLi1IiRs5KHVmUnRm68aiyotbDn7UrKkGIKTpHXPmBHZRumdYttZorNDp/IXCJEVHG1IASqPxWHX18aqqG83NppvV5oLkSI/GuDSI+QCQVYa1vfKv94bbhkmjPHX/NH+Z2LNYMVlcmw80nc3R9/5b5FDEM4tD3QJgDIN/b6nrseElLJA3PF1a1+y8WiH3CUjwCUyQ+8cpAhMlPmHeAoc3gwGjJZvVuZfUVTdqik/qmtt3rATIMGsQBsR0GO0IFhFOc5pVn2bRR+jUWw/XHLmmZuUijEvDyCTvzCpM1tFVY2IU7r8pe5HZl/vei60LQQFfunj6O8mxnQj72exmZWNRTUNBdX1+TUN+o6qix5CuA3hc4YMzP2g9uMWq337080s3dne6M0XRrz+2zUcaBGDHsS8amrc9sSBY3PKUHTyr2XKoqaeeGw/mjPObMVoBgGHYT3+qKaq0YGAMHh7ribAdTvx4DNnlt3QtbQiQ4bEJCPNkp6RG+7Bicv+/f7jNo90N/BkTIZ8vyMwceUs8wruCSQ9+EBp7b+tLZcW/jmxc67zJ8fm24Q4NU4YHEiQBQOhik3W2AK/jn87Xrj2s1JmdQ+KliyaERkrbZQWvVhj/ON+YU+FJSHI5hEJMK8S0QkIrxByFmPYRc6JD/JQq4xc7Sm82qu4EQ6Zh4SsegVNgrPn8CvWG32WTt4hnsAQBwM+lfqtpZaSjXcZMb3Wd9+U7xTQAo9a+86tcw02s/KhUn8mPJLp/P7qhpPhK52vS7sPB3iAqtO8TC752E8ObNVUS2/vJIZ7p//cL6g0BT2GQxykUVgNOr4dPKEL6ICAGLSUKinXNtWxbYNlKs45STszLh2nX+c7cKu4qOBS3T8yw/kmTUuJGuk/eDZNFu+PoF1dy93qL648MC1uSmhojk/kKumRJd0C+SnW8uvpYVVVBb5SxUiPw5BTPk73uOM71UB3pgOTkNLPZVFFRJhRQ8yf6jRjQ5slXUG5ev6tNHKQbkCQemxs8KFUCgGWxfnfDycu3v/rk0Pw+iclLZwy30JF6IlJLRNuJLpsAXQ7rhf0fFV7Z3GE7HR0auGR+g7/N0alGIMuiWgWVAWmRnqYbN9RGHLkWrY4aM+cT94Yz0oNFglys3o/rVQBCAxKWzPnEV+7Jx9js5trGwpr6/OqGgpr6gib1Lc98N4MkyJljnx+dsah1S0H52c37P9AaOmotDe07Z8GUNwAYzZr3v51ld1j8feinF4WEBniy53ml5n9vqTOae2iDSokVPt9SGtx2pHnPGS3Gp2HOEM9NZbRi9X6U95Da7QE0hXmZGOVZ2kpLVPrPehB/+Y/if6pG2AEEQY6777OIpCkAGqvP7fn+kV7SaW8JimBh5uzIsERPSiTU6krS21o1O41Wl87sDPVigLDAuSLdlrONpfV3o3WwAyL64JH3W9OkAS51I+UJLMKc9W82rQxydkIsrTc4ssNELJ8DQNds3bky16xvizb4YnrBq30FYhpAWY7q0M9d0glaw8HjuZovdt2mt0585ODH5v6Lw+ECsNqMpP10rOy0u2S481LzD8bh7D1vgdM5oybRUfSU4UcfV6geI2xsDACwjMVmBOB0Odxq0TaHmXE5ATRrq8trrpbXXlU2Ft3eaEWSVELk4PQ+k9Lix/J57QipLNgrN/buOPaFydJlPoomyQipNFYuD5NIYuXyWLk8SioVtvTvmR2O07W1J6qrT9XWam+2M+we94/wDDFWBz7YiuZedUJ1isQowUOzAgN9PeGRw8nuPqE6fkln6rZH+sGZgaMzPE/E1kPN+073WtmyM8iEnE8fjguQcQFYHQyfJs2En5aIPigeaCAiFY4AEdORDVx+Y++ZXW87vDTVSIII8uE+OHmoM+HeGzx+qUBZwWt0diGcCwC1ahy8iiulQqHvnBU73eyOUs3Zk0kXAKCsAZ/sGJQ6c96k19yMeBbs8Yvr95z8uoe+nttFStyo+ZP+6tbkA2C1m3Yd//J8zrbWNRZJUn99dKuvPAzAnpOrjpz/yb2dzyMfvTeof5LnK1JpHas31VUq299RCjFCFRDzIebLFby3Ew0SigFwA9IvJSmswOtxa9Di6/1ouv07qh0GxuCBUTDb8eHW20jj30X8f9A1eicgKXrCojX+oX23r5nVpVXT3UBovDRzTpRviBAAj2H7GBwh1o6ZTBeIIodr5bqS2qbejmvTps3Jzb1aWXkrKQi+CPe/iox2FeNka9EjZV/atVqV0aExOlUGh8bkoEjiySlh7k654kZrYYKU5HEA6JqsO1fmmg0OACAw/fE+7mneqLH9/vE1e2fdrbgb4WDb2caKJh53AAAgAElEQVSOXHrPJ632igD4KJQRx0VE1sGc+jW5PuyDK6EIbXsDywiai5dbTqbyw43IYHEL5nkAbHZzpfJ6ee3V8pqcyrob7WwxbgKX5ktEvr7ysL7xY/slTXBzlr3RpK7KLjiQnX+wQXXLiSMOSUZIJDFyOUkQ55RKg/12i5pcDv56L4LkAFDWgM929chCa8WIEWP0et21a208QpIkJg/zmTXWl/ZqadEZnJV1tgqltVJpLa+16r24FoumBbSyyHcdV+04dvvqdAA4FPHewpjkcBEAi515dX0JRRIzM/z8B4S/GZzqpqT/vaHazyTPagjUScZI/T2pC6exhsl9x5+q9JfS/lKun5Ruld23IrHJOddMRVfwGksFyhK+spLX4CRavqIiJQ5eRV41WADExMXfhMWPAmDS1W/fsMD+5kzQHABjT8lnhnlIFFab8de9fx8xIb1D1+jdhYAnmTX2+cF9Z7WqBBdXXtp84H234UxGyvRF098BYLbq3/tmRofbeFSGbPE0DzWTYdhtR1Rtq5PBcVg0EjwaAIdlX9VmRzv0AJop/ruKDDPhVcsvqcc3B2G65b6b7uAvje+bFmijT58+fjcPe4v436wReoPmCv3D+3v7RfyHQFJEyvDAgZPDeEIOgACbK1lvFzIsAAdJVAo4WVr776vz7ZZbaDrwaI1eu3W9x8yZWPCiO03KuXLQue69TjXeRqfIX5gZ4b4JrtSa6/v6EhwCQFO1affqPLvVlTDIf+wij/fevrUFVXldxjd3JRxsRZ+Y4VNHPBEW1E7nhYJBSpzKLd75+YESZsZrcNqgzJdpGubEpaQnTWXIwK6O1nswjEvZWFRee7W6Pp/PE4mFPhKhr0TkKxb6SEQKicjXO/PpDa2hITv/YHbBwZr6zmhbfz4i/PDKHA+jbvcV7OmuN90b7hrhoUN7O2wPDeA9PDvQ3T3RASyLBpW9QmmtVNpEAspdWwJw6opu3a6GOyzOPjklbHJ/hftTPvqj4kKxHgBIgvrbXFeIAsAws+rVJk+WwglOLv1wOeVZBZKsI821Ptp5oN3ZAsdvaH46VhcaPGzayCfdNtcOwlXJayggSk3Z+XWXzlTX57vbQRMHLhg28x33RR5Y/4iy7BwWDsfoFACJlrDH66cBUDYV/7z91SZNVefytncbCZGDF0x5wy1UC8DusOw9ufpM9u8vL9sUoIgEsP/0twfPrr35jcmxwuXz2kqGJ6/ofjmkds7NxPA2ft49pvLppkoADIhPfPoX0zIAcDEwWpFfg42n2tF77hImTpzm7x/4yy89UP3+o/gzJkKapqOjY4uKestq+v8aPCEnY3JY8vBAkiIolo03OmwUWS2g6pXm3avzeykE2orw8CiNRnWbBiW+wVjyLrIO49imbvaanxnwwGgPHfBImdE6xN9d8qwr1Z/cXH7PC6lcPgUg/1zjyc0dVTNa4R0OPrW2SHkH4aA3IoJThqfPS0+a7M6UtoCxma/+enAjQA7rPzs+KpNo7/lZ23D9dPZ2kbDuieFmHk26INqXrfrttMrNyuJzRQRJUQQVEpgQE9o/Jjy90x73XsJo1lwtPJydf7C89mpXnLD/M0zpj9mDAYBh8OnOXhZ1goKC7XZ7pzIfBIExg+RD0iThQbxWU/KucCXP8O3vdb0ORDvH9IG+yyd6Qv+NJ+s3n225hNEpWDgcAOzOYZsOLEgURge2LVDqyQFZ9JN2wqNS5M9cz3Cs5LI6rdFRq7b/err+RpWp5YrIAclTpo54onVeccNk0RZWXChvKokd/xxF8wDcOPvjpYMfA4jtP6ZieZKLYAD8pfae+qyLWw595M66Jyf3zcu79S7KWwePK5w26qkR6fPbmDnaWned0mozvvfNTIut8xFDIeM8uTAkqkW+tZwVrvHvqyb5AKA2ptRVPu/f5J4Stua59l0xwWiFwXqXQ8Cbz0rhy+Vy6+vruttpXBpSwztu/OMCajrPNzQ3e/oYCIKQyWQcTg80x//lGuH/IeQBgszZkREtNp4qpXn36jyr6ZYb0O8UJNmbnNhTU8Im9fes4v8o1PFHBrvvC5eToTgkAL3KtuWTaw5bl4vB1nDw2A3Nv3bfaTjYAUK+dHDarMz+9/r7RHSzG8HqS8oPbjm2uUHlmbCnDfB9fFIoAJbFG7+W3ajqnCgplwTEhA+ICe0fHZ4e5BvdOrh0CoZxGc0ao0VT21CQnX+wqPLif6gmdBdAEnhhJuKCAKBJjw+2emj7d4KkUCSGknsuByvoqFBeZDA/MoQfHsTr4JebW2peubH2TmR4AfSLEr+9INqdzzxdoP10e5XncGI+3rkPQh4A7LyMfVkAUiNEMzP8hsTLnAzbpLfXm2S1gS+7JKnud1iNDSe3vFRb0bmfFEXRmf3umZj5qETU1qnLEijlCSwkCcBpVJ3f8mJ5dfb4oUsmDXv0V/8TlyXFAHzL7KpPfrqTa7wTRIf2u2/qW+4osBWHzn2/79Sabt5Fc4hF0wJGDvRUcA0E/W9Zcv5VlXzn2beXhbpZg9eLTV9trP1T+qx7jQdGeUeuHvxrNwo9yjId3Cfi4+OdTieA+fPnDxw48LXXXuv+8H/GRCiT+Tz55AsfffRWz7v+byEsUZY5O5IgiJ1f51lvi7a4ZMkT58+fKii4I4+eHkGRxBvzotwzmYthNxTo/Me2LZBZFrtW5daVdRmV/ofCwQ4gQCREDblv4gNynyHt71tWgBuVVXvX7Nql81q6/uMfK//62jN/XxjTP8pjbPns90Wdkju9IeBLo0P7xYSlK2TBJovWaNaYLFqDSWU0a9w/3TS//DdCLsIbcz3Er4vF+LFngeOZM+dqNKrOCzY8Gm/Nh0KMqmZ8d7i1Y4IkiRB/blQoPzKYFxXKtzuYrzYq71CSJkjO/WxJvJtTVNZgeW2DV+P0w2MwNAEAGrR4f4u38jifS1pbPpckqX6jVvQbvcK9smEY17WT3+ScWN1V4M6lBX0TxiZGDU2IGioRKRppuoHmAiCAOKuFzzAuxumuW6to/Yehm1iCBQu8vwVKT7HtH/9Y+dprz9zJVd8qOBzulOGPjxn0AElSAGx28/vfzjR1oSHngYCLB0eP7MNfZCimWQYAw2Lb4ea0BFFCpACARu98Z01lj52ldxEjRozx8fHdtavbrtGeJsLJkycvXbp04cKFy5cvT0hIeOmllwD4+vpu27Zt8uTJFksPnYk96+LcOSiKVCj8et7vfw41hbotn16nuWRXDSY9QiaTcbnd2YjfFbgY9uPtlR8ujo0JFFAksSBOuu5EXfhoT8Lw2jFlN7MggIUjPMW5E7na/9AsCIAFW1hx/t215xePSZ4wZL6BHUUQDglOmfVH1+y9fu0mWRx//0AW+GpP9cpHEkR8KkDGfWR8yKp9PWg2Wqz6vNJTeaV/kvjDfxxaEzafw9KxADA4HjkVPXK/JBKp1drFqDElHQoxAET44dV7sP4ErlYAYBi2psFW02DrQsL1liHkUW/Mi3LPgjqz88OtFW2zYFQAhrQYtP5xoYP/htVr9mUYV/bxVeqGwhGzP+DyJSRJ9R/zlCK4z/m973XaN2d3WC7n7r2cu5cAkZA8KXPeZ+7Vlr/DwWcYAK3dW42F10l1latvOAhgYl/8fNy93d//LlSpbwlOp333iZU5hYcXTn0rxD/+TPaWHmbBYB88NgHBPqeAakr8pOa6AnaSwNyJnvGZYdhvf++ZX3F3IRAIJRJpz/t1i6NHj37zzTcCgWDx4sXPPvuse+Pnn3/++uuv9zgL4s8R3bZYLLehuP0/Ahau3tgWdoELF840NHSbOr9LcLrYc4X6oYlSiYBDU0SCiHPyqloeJWmqNh1ZX9JNkiQlXOQuMboY9p/bKjtVTL27uF7RZDVdHx93Qeg69Mep41/sLKrvjN3vlj+22JlatX1kHzmA2CBBVbO1uvn/skv7/wC1agTJEaIAgKRQXCjuPkF6/XpOWVlnDJlQBR4eg1b5ey4HA2Mh5qNQiV7o6/YeFEn8bV5UYogQgM3BvPlbWU2rfDxB4IlJkIsA4EYVdvfcAaRrLqvI3RcQnu62gZX5RSdmLKQourn2GsN0Xqogqf/X3pnHN1Wmff862fe92dOkSZMmp01b2tJCKUsLhyUKLsAjwgyOs6jjoDPvgOOoI++rs7ng4ziuMyOK+sgojzwjOqAs4iOy7zt0Yeu+pGmbpmmzv3+cNC2ldAm0oeX+fvijpDm57t79XefuuZfrR59y74scvhwAXHXn9v/7/3k7W9lMPpctDEfCW/f87bNtL4QbW6HIBgCgEsP+MrJm7LUVt0cHt8d54OSmYMi/59gG/wAVlyan9fQeQOuhK/vWnUiWM5IkPeebN+5oPnjqJrmjDJmLF8sHrrgNAJCph+Rrnqb2l0FztLXhcBjHcb1eP2nSpOeeew4ATCbTww8/vHr1kGYiR2MgxDCMzeYEr+NMixgAJpMFAKOzC8MXDJ+u7JieLqLTKEw6RR6BvWXuA1urve6BNvE/OlerEjMB4LszrTtOtoxCOwHgQn1nravrs/0N+0qvW+uEy+UGAgEAqG726ZNYOhkLANJ1vG9Oufw38KfJmKS0FvJTgc0ABg00Ejg4kLEUg8GgUCjhPkvLGAYPzwYpHwCguhlCYWAzAAMwyMGeDKW1N+EQGI0CMgFopLNmGvQ2eQON1U6lv3uo5VRrBHgsYNKBw4RJFihMAwAIhuCtreAdUlB/l7vi+P9AJKLQ52EYRqHSlIZ8a96SUCjgrD19bcmhPGKV3kYAQMDv/frDB6trTpy7uGf30U8Pnf73kbNfHTu3DSACbV4wKSBJABQMqBQ4UwW9JDf6RCLhi9XHrjsKshmwbCrckRvdRewLwse7YPMRf1do/0l3IBCxpnAwDI6e83zy1Y0dk48LOp1Oo9FCA7t+DjYQwtXuEwDw2GOPnTx5kvx6UMb/8YkxTfzHJ+IF13Gfu8/IoGEAcLaqY/UnFwPX3/KQruP+aZkJAELhyKN/L+33ySxR9N7LzmVR//pjC+k2frDc/ceNlxPZsoRgUcOvun0WP9sH31zXxKP/4xPTcVhSBAAQCsOf/gfaOuCH0yHLEP2uLwDrdw88vl6FgA0yAUj5IBNAEj/6hYgL13Fb64evj8GmQ4O/7WrUpsKCuU+LkkyxVxqrjh/8+s9NNT1bPeW6CY4HPyIruh3c+sKZfR9c9+Msavg/dwIABILwzD+hvXN0jk8MDx4LZtphenrU+RkAalzw7g6ov2qpOyOVe/dM6X9+UO3tSsDO5yEdnxhsjRCudp/AMKy0tHTu3LkXL153r3tvRmONMBQK1dQM25UXAQCNjQ2dnUOwm795nK3qeOvr6l/eqcMAcB332cUpe0vbzlR1VDu7rh0PFxdGi0rvOtt6S42CAHDlSk8CdHSF/ra95pmFBgDINwum4aJd1z8QOT4pq4UdJ4HIAgC4Kx/O10BN/9VeXC6n2331OpOQEz2GAQDbT0T3hvxtG0xLh4WTgE4FJh0eLAabBj7ZDb7+5hsFbDAqwKQEowK0UmDc2G2nxQNfx+MbXHth7+dvLTBlzs8jVrF5MgCQ67Lv/NmnVWX/e+CrP7W3VNGZvOkLXyZHweryXWf2fTjQx5XVwsUGMCqAToMSO2w62FtyiUfMhVlZUGS9qrf3nIdP90Kg7+/odEXHmQsdidom6na3UamDzU1uOgTbrqmm3dJjWEGj0e688849e/bU1NQAQCQSsVgsQ28DOj6B6If7piiWTr1q5b/NGzxb1XGmquNMVcflxq5wJBLbLBoKR1b8o6z2mgqltxqPO7QzMyUA4OkKPfZumSte+5GxCo0CT94TrXTc2Ab/+SW0De1vrIcImJASveoPn0Gg1xSWVgo/mRktYQMA9a2w9huobgYMA7U4OvIZFT2uPQMiCQWUgS46hP3BSFmjL0SjAgAwaNHin6Q7IwB8/D0cvaEhh8kWTpixIm3i/ZTuWt5Bf+fJ3f/giTSWnIUAEPB5Pn/7bk/rYD5W9mR4dC4AQKcfnlkfdZdMOEkCmJMNBZariqZWN8O/j5Cbm8YlY8B9gsFgWK0Zozm/N24wm62NjQ1tbaO09tab2LBxLV5f6Fy1V8KjkaeYR+Ls4I2Tlzfp8OH9vV/hMKmv/dhMlqw8erH9+Q2XbrOlQgCVGJ66h6wQBvWt8OqX4O67qpScbPD5fD1btLIM8MhsAIAIwGtXzURFYdLgvikwOVrYDAIhuFAP+qSeubhrCYTA6Wa0ePRYYAI/bGEElUGfIuhjRMIA4PWFnvzoQqVzZA9xA4AoyZQ/57ea1KJrv7V70zPlx4ZghIsBPLMINBIAgE2H8pzMPpIbbTQSmJMNuaarJpkvNcLXx+DUlREotHxzUChUTCazsvJyAtswGptlhELRL36x6vbdOHoD/PCHP2lpcY3OxtE+HKpo31/urnL6OgMhPovKZvRIhU6jqCVMMY8OAKFw5OXPK9tHfrPocPn97/+zzy6+QChyuamrOEOMYaASM12e4IjUPb+V8XRBkxuyUwDDgMeCjGQ4chH8V02U3XHHPXw+P7pxlEWHX8yNDmn7y2BnfyuLoTCcuAKNbWDTAI0KVArIBDE73Ci+IFxqgIMVsO0EfdPBovOlP6a1Ppbkm8PoyIx4NcEuYThIhUiNy7fpoPOtr2tGZ5q9y9ty4eSXzbWnpap0FqfHyrHy/DeHd7wy1E/p9EcflzWSZ6f9cPMXI2+hgGHAYYKAAxIeJAlALQGdDFKVcEcuLCoEjQRidiHldfDx97DpIDTcBOO5kaOwcJrNljH4xtGRZDTWCH2+rgMHbtYRo9uL06dPuFwD+XCOHOFI5FJD56WGTnKPulLEwHVcXMvFddzeZhrfnWm9NSdFd+3qx4rv1BXPl4edCybKAOCns9R2PXd/qfvIRfegB+3HD4cvAIUSPQihEsOv7oRX/927hlZFRWl7e7e3wIKJIOYBAHi6YOOAzzqHKuByI/xkJuij9gjQ0gEX6uFiA1xsgKpmCIfpVGzZNOUcQs9hXjVMen2h78+17TzlOl8zqsvhJFVl31WXf2/KnJ9HPMHmSb3tTbu/+N0wrj9yAebnQZIA+Oz3ywavVxAnyTL4UTFwmMBiAHMIN+1z1bDlKFSMoM3ATaS6urKtLcFr9miNEDFsRFyaTcvFtVyblvPKF5V1LbfG0sjQYNAorz5o1kp7xnJ/MHLicvv+MvfBcrd7OCXRxzCTLfDD6dFHhyon/GVzP0cRDHJ44q7oJNv735KbQqkUzKxil9Z4+59mo1FgWjq4vXChAVquKnGgEjOeuEtvUvZUBI1E4Pjl9p2nWvaXuf3BxP8hwuKIJxQ/VnNhT+X5b4Z3ZZEVlk0DAHB5YPUnELrZP4tRASvmDTTVHCMCcOoKfHUMLifgFMSYJp6BcMWKFS+++CJ5XP+DDz5YuXLlwO/ncLgzZhBbtnweTwNvb4qKZlRUlNXXX7MwgxiMRYuWfvbZ+n6/lapkP36HTp/U10ghHImcrerYV+Y+UNbW5B7vW2mmWGHZtOgN4EoTvLaZ3OuRlZXr9XaUXyiDp7p31pyrhr9uYdCwWZmSewqS5ELG2eqOd3fUDn1ieRou+vkcTexBsNbl23mqZefplub2cdHJNCr8fkn0oPp/7YI9N9VdwKKGR+eQHkk9BELQ5YeuAHT6odMf/drrg72l1ytCfStjNls5HO6JE0M1SBkJ4pkatVqtP/jBD/71r38N8f0sFqu4eDYaCOMgN7fA7XajgTAO5s27+3oDYUV95+Nry9QS5mSLsNAqNCnZ5HBAwbCMZF5GMu+ns9QX6jvf31l3vTrd44E954GCwf1TAQPQJ8FjDvjrFujyp6dnNjU1lKcwo6OgP8jcsHdeftLd+TJyVRgAcC33lQfM20+4/mtXfduAhioMGuUhQk1kRXdd+YOR93fWbjk69m7WAxEMwY6TsGgyAMCyaTDFCocr4MjFoW7KHYCMZHhoVnRzU4cP3t0BVc3g88Mt8AB9EzEYjElJikEGwqVPQeGCvi/+dQWUXfeqJUuW/PnPfwaAp5566pNPPhm4DfFslvn1r39dUlLyl7/8xeFw7N27N2Z4AQBcLs9sTqPTGe3tbplMbjAYg8FgR4cnFAqxWCy32x0KBS0WW1KSwulsYjKZaWk4h8Nta2sVCsUmkxnDKB0dHqVSnZxs6Ozs9Pv9KSmparXG5XJhGNhsGUKh2OVq5nK5ZrOVwWC2t7tlsiSDwRQMBru6OnU6vVab3N7eHgwGLRarXK50OhsZDEZaGs7l8lpbW4RCUa8oquTklK6uLr/fl5JiUqu1LS2uSCSC43aRSOJyOTmcnihSqSwlxRQKhTo7O7XaZK022ePxBIMBi8WqUKiamhrpdLrVmk5GEQiEJpOFQqF2dHgUCpVen+Lz+Xy+aJTW1pZwOByLwmZzLBYrk8lyu9skEmlKSmo4HO7s9JJRrly5VFl5OTnZoFSqnM4mGo1mtabzePzW1hY+X5CaaqFSqR5PNIrf7/f5ugwGo1qtbWtrDYVCNluGRCJpbnayWGyLxcZisWNRIpGI1+vVaHQ6nd7r7QgEAqmpaUql2ulsolJpNls6jydobXV1R6F5PO1yuVKvT/H7Az5fl16fotHoyChWa7pEIusVheN2t4rFEqMxNRIBr7dDrdbGophMFpVK3dzspFCoNls6ny9saXHxePzU1DQaje7xtCclKQwGIxklOdmg0ejc7rZQKJSWhstkSc3NTUwmKy3NxmZz2tpaRSKJ0ZgKgHm9HSqVJjnZ4PV6AwG/0Wj2eNpLS89iGMVmyxAIRC0tzaQ4ySgymVyq0J+81PbF/ppzTq43RA8Hu6Q8OjlZiAFIePQCi7iildPgjIqTjNJbnEajWaXqEWd3FK7ZbO1Ogd7iNGi1um5xRlOAFGd3Coj6pEC3OFPVak1MnGQK9BYnGYUUJ5kCMXGSKdBbnGQUUpxKP50HDI9eDBiAmMvJMkYOX2hxNlEV4ro7cKBiADD5QtUf7ViBWdB7txQAYBiYlOw52RKRRB5gKBu7U4AUJ5kCWinzyfkKspg7ANS6fP/Y7a/zScgUiImTTIHe4iRTgBRnR8dV4uxOgd7ipHo8nm5x+vuI02bLkEikfVKgW5wRr9fbW5xklJg4ySikOMkU6C1OMgopTgtP0WpXRmhUsichXQcz7TRcr9Bqme3+zjZ3dxRvIODvToFmUpxkCvQWJxnFm6YIPDCd3HaEebrgL/9OY8hkAnFzUyN557xeCvQWZ3NzM4ZhfVKgz/05Js5E3Z8VCpXL5ayuruxzf+bzhT0OdJnTINkKGHbVv4NfQXOP+wSdTj937pxYLD537tybb775zTffEASxfv36DRs2vPzyywMPaoOYivXL0aNHn376aaVSuW3btnffvcp3XiKREYQjPT0LAIzGVIJwaLXJfr+fzWYThIOsrFpcPHvmzLkAwGZzCcKRmzsJANRqDUE4UlMtAGCzZZC1BgBg8uSpBOFgMBgYRiEIx5QpMwBALJYShCMjIwsADAYTQTh0OgMAZGfnEYRDIBACwPTpxMyZ8wCAzeYQhCMvbxIAKJVqgnBYLFYAsFozCMIhlysBoKCgiCAcTCYTwzCCcBQVFQOASCQmCEdm5gQAMBiMBOFITk4BgKysXIJwCIVCAJg2beasWQ4AYLHYBOHIzy8EAKVSRRAOi8UGAGlpOEE4FAoVAEycWEgQDrJq2qxZjmnTSgBAKBQRhCMzMwcA9HojQTj0eiMA2O0TCMLhdDa2tbVMnVpMEA4Mw5hMFkE48vOnAIBCoSIIh9WaAQBms7VXlMkE4WCzOQAwc+a8adNmxaJkZ+cBgFar7xUlmyAcIpEEAKZMmUEQDgqFymQyCcIxaVIRAMhkcoJw2GxklDSCcKhUagDIzZ1EEA4OhwcAM2fOnTGDAAA+X0AQjgkTyCjJBOFISTEBQEZGNkE4JJIkAJgyZTpBOKhUKp1OJwjH5MlTAUAmSyIIB47bAcBkshCEQ6PRAUBubgFBOLhcHgCUlMwpLp4NADwejyAcOTn5AKDR6AjCYTSaASA9PZMgHDJZEgAUFk7TanV0Oo1GoxKEo7BwGgBIpbKYbEwmM0E4tFodABjSctlGx8tbWh984+yZzrTmoCQUjgAAjwmPzZFTKZhGo42JE8ftBOFISpLHxEmn0ykUCkE4iopmxFIgIyMbAFJSUgnCodPpASA7OzeWAjNmELNmzYulQF7eZABQqTQE4TCb0wDAak2PpcCkSUUE4WAwmGQKkOIUiyUE4bDbs2OyIVOAFCeZAtOmzSLFSabAxImTY7Ixm60AkJaWfp8yR/a/FWTyelWCyKNzqhprmmaZI3QKABh8HU8w63nM6F2iM8LddJr+8DvnL7RF61VymNQFmdRn7uTlmQSkOCdOLCSjLJ+b+cx8SWz++VhV+NfrytXmSQThYLHY3SkwEwCEQmEsBXQ6A0E4DAYjAGRmTiAIh0gkBoCiIjIFKKQ4CwqmAIBcroylgMViJQiHUqnulQJcUpzTp88CAIFAGEsBnU5PEA6DwRRLAdIVgBQnhUJhMBgx2SQlyWPiJFNArdbExMnhcAFg1lRiXjUXjl/GYs9qGBY0JtUVG11PzoMV8ySOydPnzJNKZaQ4CcJBo0VTgIxCpkB6eiYAGI1m3cJZ3qWTyIOAvCBFuPZ7qHEVF88uKZkDAFwujyAcubkFAKBWawnCYTL1iJNMgZg4qVQqQTimTJl+vfszAEyYkJfA+3Nubj6Z733uz2RvDJENGzYsXrwYABYvXrxx48ZgMFhXV5eSkmI0GuvqBt91P9Q1wvPnz6elpQEAhvVcwufz6+rqeDzewNfy+YKlSx/8299eG2IsRIx7711y/PiR/osgIwZk1apn16z5fXzXZiRzn19iJJ3w/nWgad23CTi+MqrMyoSFk8gvuR3BDi4NACgReKn+lNnfAQCVzq7P9jV+f+RrjLcAABs7SURBVLYt3F19JCOZ9xCh7r3OeviCe+03dbUuH5tB+fkc7fT06Cl7XyD89+21O072X8hmPLFq1bNr3nwRslNgognSNH0rxgVCcLYK9pfB6cpB5jaLrLB0anQrk7MdXtsMTvdA7x/j5OTkC4Wib7/dNtCblj3d/9RoadRjkk6nl5WV4Tj+9ddfP/744ydOnCguLt65cycATJ8+fdeuXQO3YahrhFZrtM4bk8k8efLk/Pnzy8rKZs+effhw/16XvaHT6ampaYO+DXEtOp2+oqIs0a0Yk9hs9rivPV3Z8fGuhuUzlABwd0HSueqOA+W30J2ISaf02BLdFHacBAoF7skHAHIUBIA72uvN/o6LDZ3/vbdxX1lbn/pbpys9/+f98nkTpPdPVZB+SXkmQbaBv/W4a0IKT919wOZKU9fLmyqrRv50/K2AzWaHTj/sK4V9pSDgQK4RJqaCQR593KBTIcsAWQbwdMHBCth3nY0tJRmwqDB6SUMrvLa5dyGxcYlUKrtxB6tAILBt27aHH35YKBSSxWXefPPNBQsWAMDbb7+dnp4+8OXx7BqdN2/eiy++SKVS6+rqHnrooUGrmlIoVLFY3NycmPNwYxqhUNTV1enz3YoH9W5xkpIUTU0NcV+OAfxusSHPJAAAT1fo1+vKG26BYqpsBuXOXNmCfNk3J1tu4nOqXMhYNDmpdZp9vTiZfCUp6Hv8yP5N39cdueAeuCCJkEP74XTlrEwJds29ZPsJ19+3194KRyNGh/4lJ+NDXipMNEWdsHpT3Qz7SuFgBXi6/1CYm91T1rXGBX/dfG3pn/EHm82hUqk9y4H9MtgTIQCUlJRs3rx59erV5IpgY2NjcXExhmE7d+6Uy+UDtwGdI0Qg+ofHor76YLQk24X6zic/qhjAiGOk4TCpd+ZK78pPIh+/AGDD3saPd93oiWmliLFosrzELibngT8Rav8p0gJAysbvLu0oHfrnpCrZD83WkCaCAOD1hd7eWnPbVTYfGJ0MJltgYirwrj63EwzDmUrYWwopcpg7IfrilSZ4/avehQ5ud+76BeQRfV9871m41FPtqLf7BADcd999L7zwAoZhv/nNbzZs2DDwxyMbplua0bdhGjfcFE8cs4rzwg9MNCoGAFuONv9t22BVmIeATEBfPFl+pqrjxGXPwGcPSDhM6vw82YKJstgQGOPjXfUb9sZ5dFotZi4qlM9IF1F7LWWdrvRsMhVdiYQb/vBfw/1ADKDELv7hDJWrPfDypitjq8zCTWFIkqNRwK6HSRbI0AHlOnsVL9TDm1/fKiW8R54h2TANBo1Gmz9//s9//vPZs2fHc/mNxB4i4XCkq2v8P+CPBD6fbxC/SsR18HpvwhHA8jrv+9/W/WyWGgAcOdKzVR3fn7uhpxwxj/77+41qMXPuBGkE4FJD5/FLnuOX289Vd1xrF8xlURfkyebnybi9hsCGVr+zPZCu4wLAsmnKQCjyrwNNw2qDVspcXCifhosovWYzT13xfLKn4XRlx8KFk5htzjjmlCMA35xq2VfmDgTDCXx0TiBDklwwDMcuwbFLIOBAfipMtvSdMj1fA+9s7d/NapwSCARufPVn+fLlpPtEfJejqVEEYhB+c7d+ilUIAJ3+8KoPyqub40xaIYf2h6XGZFnfijYA4A+Gz1R1kIPilcYuLou6YKJsfp6sd1nO+lb/f+9t/PZ0CwWDp+415Jqi5/Pe3VH75eEhLcBzWdQHi1V91vNOXvH8c3fD2apxviPj1kUpgskWmGQBAQeOXoT3d46z8/JjgtEYCKlUmkqlrq5G3rzDRi5Xtre7R9mbd3xgMBgvX745RqkcJvWVH6WqxUwAuNLU9cSHFXFs2uSxqH+430gaV4XCkfK6TrOKTe3Pk72lI8ikYb2HwFqXb8Pexl1nW8kDjgDAoGHPLErJNvAAIALwztaar48NUq4lzyR4dK5Gyu8p1nXisueT3Q1nq68aAiUSaTAY7OvNixgCNyQ5GhWsGjhffRuOggKBkEajuVyJrDc0GjZMYrF41arVyIYpDn7601+43e6E2DCNdV555W99bJjiJhCKnK3qIHeUiLg0CZ8+3NMUHCb1uSUpJiUHAMKRyF/+XbX2m9ovDzeX1Xrbu0JcFpXP7lmkYDMo9G5L1epm37vf1L69tfZSY2fvAwyhMOwrbbNpOXIhAwPIMwmc7YGLDf0vQPBY1Efnah8oVsUG12OX2l/bXP3fexuvLal6zz1LxGIJOroaBzckuXAEGtsgfDtOKU+bNjMrK3f82zAFAoGKimHsQEPEqKq6MsiuYsR1OHeuP/O8eLnU2PX6luqVC5IBYKZdXF7r/WqwJ7AYPBb19/cbjd3Pgmu+qNx7vg0AvL7QgXI3OaYKObSMZG6WgZ9n4pMPbeV13o++qz9x+brLTr5A+LkNl59dbMjU8zAMVji0VAq29XjfVs3JljwwQxVbZaxt8b2xpfrM9SdC6+pqEu6JM0a5uZK7fWhudgaDCV4TRWuECMRQ+eUduhK7GAD8wfATH1Zcbhx8dzuDRiHHKgCIAPx9W83AJacpGGZWsfls2pGL7sgQHg/YDMpzS4zkuYVwJPLKpqrd56PDmJBDe4hQF9miFV4iADtOuN7/tq7j1nNRRiAGRigzcgR9zwI21531d96cShejMRAymawJEybu3//9KMQaZ9jt2bW11agWQRxMnz7ru+/68ea9EZh0ypoHUsndLk53YOP+xv890+r1XXdcoVOxpxcaYlWn399Z9/nB4e3wHApcFvX5JcZUZfSJ86XPr+wvcxfZRA8RaiEnOuXT2OZ/86vq49d/voyRmprW2emtqam66e0c94yE5G4HNBodm80ZeNZwyoI/WHIW9nnx6w8erLvUv1/01KlTX3vtNaFQ2NLS8rOf/ezYsWMDtyGeotvDhcvlLlx4/ygEGn+UlMzRaJIT3YoxyfLlD930z/QFwi/+60qXPwwAMgH94dma935he2SO5lprQwCgUrAn7tbHRsGPd9WPxCgIAB1dof/7ycVLDZ3RoHfpn19ifOKuZHIUjERgy9Hmx9aWDWUUBID8/EKywDRiuIyE5G4HcNxO2hXcCGvXrl24cCEAiMXiS5cuffrpp6tWrTKZTL/73e/eeeedQS8fjc0ykQh0dXVevnxhFGKNM0KhUHV1pdeLtrYPm0DAPxIr0+7OUF2Lb0IKn9zPQqdiZhVnXo40S8/zByO1LT5yuwMFw1Yu0BWmCcmrPtvX+M/d8dd7GxR/MLK31J1r4ou4NAoFU4qibua1Lb4X/ufKV8eag0M+2BcKhRoa6lpbW0asseOWEZLcuCccDjU3O5uaBioNkZxWIlXhfV6sOLHJ01pNfu3z+ZYtW/bZZ58tX768sbHRarWeOnXq0qVL06ZNW758+R//+MeB24DWCBGIYcNiUIrTxfNypH2eBVs7gttPuLadcC2dqijOEJMvfnHIufab0bBWFnFpf1xq0kqZABCORDYddK7/vuH2KfWJGMcMOjXax31CIpG89dZbKpXqnXfeeeihhySSawq9Xs0oTY0uWrR0FAKNP2bOnEsahiGGywMPjOA8VZc//NWx5sfXlj2z/uKe822x430iLm1xofwfP7fGRsGtx5vfG5VREABaO4LP/vNibYuv0tn15EcX1n1bF8comJ9fSNpPIobLiEpuHGOzZdz41Ggf94kDBw6kp6eLRKKPPvroypUrg14+GgMhk8kqKCgahUDjj4yMLNIyFDFcSEfikeZ0peelz6/89K3zn+5paPH0PZP37emWt7fWjObRMJcn8NuPLvz6/fKy2jiLMKSmpqG/veJjdCQ3/tBqk2+KT9+nn3765z//+eOPPwaAdevWPfrooxiGPfLII+vXrx/02tGYGqXT6SkpprKy86MQa5yh0xlaWprRUcI4wPHMs2dPjmZEDINMPW9+niwvVYABbD/hevOr6jF3QFqpVPn9/sSW+RijjL7kxgcSiZTBYNTXD1Q2JDXrLoU+r8+Lp/e+1+a8FPtvb/cJo9G4YcMGPp//7bffPvbYY4FA3z9SEQjEyGKQsxZOkvdbPg2BQIwENBrtnnvu2bZtQJv7xCIUip966vlEt2JM8qMfPWK1DuKtjOiXF154PdFNGJPMn7+wqGhGolsxJkGSi4+iohnz5/fdCDNcfvzjH1dVVWVlZcV3+WisEVKpFLTQFR9CoZDBYCa6FWOSpCRFopswJuHzBWw2J9GtGJMgycUHm83h8wU3+CHvvfeeTqc7ceLETWnSiIBhGEqt+GAyWVTqaNSDHX9wudxEN2FMwmAw6HT64O9DXAOSXHzQ6XQGg5HYNozGEyECgUAgELcsozEQisWS559fMwqBxh+PPPLL9PTMRLdiTPLXv76f6CaMSRYtWjZjBpHoVoxJkOTiY8YMYtGiZYltw2hMu4VCoZoa5MobD42NDciVNz6uXLk5rry3Gy6XE7nyxgeSXHy43W1U6iDFPnNsvBRN34q+u460NbUMdC6Cy+WWl5er1WoAUKvVH3zwgU6nq66uXr58eW3tVWUu0A5vBAKBQNzSPHCXYmqOsM+La9ZVn78UfU5Yu3btli1bNm7cKBaLjx49ajabV65c+atf/UqpVGIYBgDr1q07ffr0mjVrVq5cmZGR8eCDD/b+qNGYGqXT6RaLdRQCjT90OgOPx090K8YkOI6mlONBqVRJJNJEt2JMgiQXHxKJVKlU3eCHbNiwYfHixQCwePHijRs3BoPBNWvW6HS62BtmzpxJFp1Zv379zJkz+1w+GgMhny/42c8eH4VA4497773PaDQnuhVjkpUrf5foJoxJSkrm5uYWJLoVYxIkufjIzS0oKZl7gx+yc+fOgoICNpu9bNmyjz76CABCoVBv43uFQuF0OgGgublZoeh70GU01gh9vq4DB3aPQqDxx+nTJ1wu5MobD7t2IYvUeKioKG1vvzmu37cbSHLxUV1d2dbWeoMf0qfo9rVvcDqdYrG4sbFRIpGQI2Jv0BohAoFAIG5pBl0jBICSkpLNmzevXr365Zdfjr0YiUTINcIPP/zwwIEDb7755ooVK/Ly8n70ox/1/qjRmBrlcLgOx92jEGj8UVQ0Q6lUJ7oVYxLk/BUfWVm5ZjNa0Y8HJLn4MJutWVm5N/4533//fTgcvp7XxG9/+9u77rrr0KFD8+fPf+qpp/p8dzSmRlksVnHx7C1bPh+FWOOM3NwCt9tdXz9KhnbjiXnz7v7ss8HtVxB9SE/PbGpqKC9HXjHDBkkuPgwGY1KS4sSJIwO857vDbWcv9D1IVtPoi31No9HuvPPOPXv21NTU9H4P+TgIALW1tbNnz75JTY4LJpM1adLURLZgzGK3Z0ulqExrPEyfjszh4iE1NU2j0Q3+PsQ1IMnFh0aju3E/whssuo1AIBAIBGKE4fMFDz/8y0S3Ykxy771L0PGJ+Fi16tlEN2FMUlw8OycnP9GtGJMgycVHTk5+cXFCJy1H7UD9jT/53p7odHp0oD4+bDZ7opswJlGpNGg2Pj6Q5OJDKpWpVJpEt2JocLncWHE2tVq9ffv28+fP79ixgyzjNjAUChWlVnwIhSImE/kRxgMyh4sPHo+PTNPiA0kuPthsztj4c//JJ5+sq6uLRCLkf9etW7dq1SoAWLly5fvvo4LrCAQCgRjDDFLzm2T//v2vvvrq6tWrn3vuOQB4/fXXH3/8cY/Hc/ny5T/96U+vvvpq7J1CoSg7O4/FYrW0NGs0OhzPDAT8dDrjpZfecLlcLS3NgUAgN7dAq02ura1msdi5uZMEAoHT2SiTye32CRQKxe1uTUkxpaWld3R4uro67fbslJTUxsY6AMjPnyKTJTU01AkEwuzsiWw22+VqVqu1OJ4ZDAY6OjwWiy011dra6goE/Lm5+Tqdvqamislk5eVNEgpFTU0NMlmS3Z5DpVLa2loNBmNaWnpnZ0dnZ2dGRlZKirmpqT4cDhcUFMnlivr6Wj5fMGHCRA6H43I5VSpNenpWKBTweDwWizU11drW1uL3+3Ny8pOTU2pqKplMZl7eZJFI3NTUIJXKMjNzaDRqW1urXp9itWZ0dXk7O73p6VlGo9npbAiFQgUFRQqFsq6uhsfjT5iQz+VympudSqU6PT0rHA55PO1ms9Vsti5adL/H49Fqk/V6Y21tFYPByMubLBaLGxsbJBJpZmYunU5rbW1JTjZYrRk+X6fX68XxTKPR7HQ2hkLBgoIpSqWqrq6Gy+Xl5ORzudzmZqdSqUpPz45Ewu3t7tTUNLPZ1t7e5vP5srPz9HpjXV01jUabOLFQIpE0NtaLxZKsrFwGg97a2qLTGWy2DJ+vy+vtwHG70Whpbm4KBoP5+YVKpbqurobL5ebkFPB4vObmJoVClZGRDRBpb3ebTBaLxebxuH2+rqysXIPBVFdXQ6VSJ04slEqlDQ31IhEZhdHa6tLp9Dab3e/3eb0dNluGyWRxuZzBYGDixMlqtba2tprD4ebkFPD5fKezSS5XZmRkYxi43W1Go9liwT2edp+vKzMzZ82at7/44jMKhZKfXyiVyhoa6oRCcXZ2HpPJbGlxxcTZ0eGxWtNNprQ+4mSzObm5BaQ4k5IUdvsECgVzu9tSUlLT0nBSnJmZEwyG1IaGWgAsJs7eKdBbnGlpeGpqWmsrGSUqTjIFhEJhU1MjKc7eKeD1erq6ouKMpUBSkjwmTjIFrhUnmQI5OfnJyYY+KUCK89oUIMXZ1FR/9933TZ1aEg6H6+trSXGSKUCKMxQKxsRJpsCECRP1emNNTSUpTjIFSHGSKUCKk0yBbnGSKTBFoegtTk5MnGQKkOJ0u1v9/qg4a2ur6HT6xImFZAqQ4iRToFucZArYjUYLmQL5+YXdKcDNySkgU4AUJ5kCpDjJFOgWZzUpTjIFusVJpoDeZrOTKUCKk0yBiRMnq1Sap5/+/Xff7YilAClOMgW6xekmxUmmAIVCzc+PpgApTjIFtNrkWAqQ4iRTIC9vEpkCpDjJFLhWnN0pcJU4u1Ogn/tzTJyJuj//5Ce/mDx5+sGDe/rcn8ViaWura0TGvWsY0hrh0Iu2cbk8HLeTE74ymRzH7WKxJPY6i8UCgLQ03GpNBwAmk4njdr0+BQBEIjGO2+VyOQAolWoct/P5AgBISUnFcTuVSsMwCo7bybVGDoeL43a1WgsAMlkSjtvJMsE6nR7H7Ww2GwDMZpvNlgEADAYjFkUgEOG4XS5XAoBC0TcKjUYHABy3p6ZaYlHIreRSqQzH7RJJEgBoNMk4bienj1JT03DcDgA0Gh3H7QaDEQAEAiGO2xUKFQAoFCoctwsEQgBISTHhuJ1Go3VHSQMANpuD43aNJhkAJBIyigwANBpdrElm81VRUlJSAYDPF+C4XaFQx6Lw+UIAMBiMOG4nTcat1gyz2QYAbDYbx+06nR4AxGIpjtvJyWoyCodD/iwWHLcDYFQqLRaFxxPguJ081C+XK3DcLhSKAECvT8FxO+krbbWmp6XhAMBksnDcnpxsiP1CpdIkAFCrtThu53C4AGAyWXDcTqFgVCoVx+3kViAej4fjdrW6RzYikRgAkpMNOG5nMJikbMgoDAYTx+3JyaRsRDhuJ6ek1GoNjtt5PB4AmExmPp9PpVKoVAqO202mvlGSkhSxKDqdAcft5BR07GfpjtLzs5BRVCpSNvze4qRQMBy3m0w9sukWZ08KkOJksdgAYLFEU6C3OIVCMgUU1xcnFhMnl9sjzu4UkAGAVquPidNstpKrVnR6b3GKBhAnKRudTm829yRadwokxX6hpGxiUUhxklFSUkyxFCBlQ6bz1SlABwCbzU6e3CdTQKvVx1KAFKdWmxyTDZkCGIZdmwJKpQYAFAoljtsFAlKcxpg4bbYMiwUHABaLHfuFisUSHLfLZD0/CxmFTGcMo5ApQIqTz+fH7mlkCpCyIVMgJpve97RucfbIhkwBLpcXS7Re4rTExKnRaGPiFIvJFCCjsHqnQHeipQCAWCzGcbtMJo+lAClOo9GM43YqlUpG6ZZN//dnMtESdX/W6fRSqfTa+zPZG4nk/PnzkUgkNhdKEvtvbW1td48o+5xeRCAQCARibNH/E6HVasUwLHYmvw87duwgDS8WLVq0ffv2QWNQqTStNvlGWnnbIpcr0c6F+CAfgBDDRSKRkk9viOGCJBcfAoFwLDl/xZ4I1Wr1tm3bDh06tHXrVpVqcB8piUT68stvjXDrxie//OWTmZk5iW7FmGTt2g2JbsKYZOnSBwnCkehWjEmQ5OKDIBxLlz44+PtGkmHUGo27aFsgEKioKB1euxAAAFBVdcXjaU90K8Yk586dSnQTxiR1dTU37olze4IkFx/Nzc7ee1AQCAQCgUCMR1DR7bhBRbfjBlVAjg9UdDtukOTi46YU3b5BRqnEGrkbGzFcdDrD2Ki5cOtB7ulHDBelUoX+9ooPJLn4kEplSuXge00QCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQtyrD9bJHkHC53NraWvJr1IdDIT09fe/evRUVFcePH580aRKgfhsyGo1m586dZWVl5eXld999N6CuGyaTJ0/2er3k16jrhsKKFSs6OjqcTqfT6XzllVdg3Pcb8rKPgyeffLKuri5W4hz14VA4cODAggULAOA//uM/SktLAfXbkHn99defeOIJACgsLGxoaADUdcMhLS1t8+bNKFuHxRtvvHHPPff0fmWc91tVVRVpT6FSqSorKxPdnLEBlUql0Wix1EJ9OBRWrFhBmspaLJby8nJA/TZk7Ha7SCTicDgOh+P06dOAum7IKJXK7du3y+VylK3DYseOHfv37/d4PLt377ZarTDu+83v95O3JwaD4fP5Et2csUQstVAfDhEMw2bPnn3kyBGHwwGo34ZJRUVFJBKZM2cOoK4bGjweb9u2bWazGVC2DpOXXnqppKSEx+OtXr169+7dMO77DXnZx00stVAfDoWkpKQvv/zyrbfe0mq15Cuo34YIl8vFMIxOp993330XL14E1HVDIzs7O3I1BoMBdd2w4PP5Ho8HbgHJjWzR7eF62SOuBfXhUPjkk0/eeOONRx99tLq6mnwF9dsQ2bhx45IlSwKBQFVVFZPJBNR1Q+P48eNYNwCAYdjly5dR1w0Kk8ksLS21WCwAMHv27MOHD8O4l9xwvewRMWJPhKgPB0UoFEYiEWcvAPXbkElPT9+/f39FRcW5c+fIqVHUdcMFZeuwmDdv3smTJ8+cObNjxw6j0Qio3xAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIEaa/w8Nz0Tf9sNm4QAAAABJRU5ErkJggg==",
+ "image/png": "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",
"image/svg+xml": [],
"text/plain": [
"Plot{Plots.ImmersePackage() n=10}"
]
},
- "execution_count": 67,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bgcolor = colorant\"black\"\n",
- "plot(data, w=3, bg=bgcolor, palette = generate_palette(bgcolor))"
+ "plot(data, w=3, bg=bgcolor, palette = Plots.generate_colorgradient(bgcolor))"
]
},
{
"cell_type": "code",
- "execution_count": 68,
+ "execution_count": 9,
"metadata": {
"collapsed": false
},
@@ -5764,11 +17912,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5776,8 +17924,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5789,34 +17937,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5824,40 +17972,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5866,7 +18014,7 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
@@ -5884,11 +18032,11 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
" 0\n",
" 10\n",
" 20\n",
@@ -5896,8 +18044,8 @@
" 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -5909,34 +18057,34 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
@@ -5944,40 +18092,40 @@
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
+ " \n",
" -10\n",
" -5\n",
" 0\n",
@@ -5986,14 +18134,14 @@
" \n",
"\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n"
],
"text/plain": [
- "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13354, maxsize=Inf, ptr=13355, mark=-1),nothing,\"fig-47211e745c7b472784a59709ca70c4a7\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-47211e745c7b472784a59709ca70c4a7-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-47211e745c7b472784a59709ca70c4a7-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-47211e745c7b472784a59709ca70c4a7-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-47211e745c7b472784a59709ca70c4a7-element-8\\\")\\n .init_gadfly();\"],false,:none)"
+ "Compose.SVG(158.73015873015876,52.91005291005292,IOBuffer(data=UInt8[...], readable=true, writable=true, seekable=true, append=false, size=13362, maxsize=Inf, ptr=13363, mark=-1),nothing,\"fig-f91ddfd2f3ea4a6c886baedba321a598\",0,Compose.SVGPropertyFrame[],Dict{Type{T},Union{Compose.Property{P<:Compose.PropertyPrimitive},Void}}(Compose.Property{Compose.FillPrimitive}=>nothing),Dict{Compose.ClipPrimitive{P<:Compose.Point{XM<:Compose.Measure{S,T},YM<:Compose.Measure{S,T}}},AbstractString}(Compose.ClipPrimitive{Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}}([Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(1.0,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(149.36682539682542,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0)),Compose.Point{Compose.Measure{Compose.MeasureNil,Compose.MeasureNil},Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}}(Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(7.0733333333333235,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0),Compose.Measure{Compose.MeasureNil,Compose.MeasureNil}(47.276719576719586,Compose.MeasureNil(),Compose.MeasureNil(),0.0,0.0))])=>\"fig-f91ddfd2f3ea4a6c886baedba321a598-element-9\"),Set{AbstractString}(),true,false,nothing,true,\"fig-f91ddfd2f3ea4a6c886baedba321a598-element-24\",false,24,AbstractString[\"/home/tom/.julia/v0.4/Gadfly/src/gadfly.js\"],Tuple{AbstractString,AbstractString}[(\"Snap.svg\",\"Snap\"),(\"Gadfly\",\"Gadfly\")],AbstractString[\"fig.select(\\\"#fig-f91ddfd2f3ea4a6c886baedba321a598-element-4\\\")\\n .drag(function() {}, function() {}, function() {});\",\"fig.select(\\\"#fig-f91ddfd2f3ea4a6c886baedba321a598-element-8\\\")\\n .init_gadfly();\"],false,:none)"
]
},
"metadata": {},
@@ -6001,25 +18149,25 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"image/svg+xml": [],
"text/plain": [
"Plot{Plots.ImmersePackage() n=10}"
]
},
- "execution_count": 68,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bgcolor = colorant\"darkblue\"\n",
- "plot(Plots.fakedata(50,10), w=3, bg=bgcolor, palette = generate_palette(bgcolor, color_bases=[colorant\"red\"]))"
+ "plot(Plots.fakedata(50,10), w=3, bg=bgcolor, palette = Plots.generate_colorgradient(bgcolor, color_bases=[colorant\"red\"]))"
]
},
{
"cell_type": "code",
- "execution_count": 69,
+ "execution_count": 10,
"metadata": {
"collapsed": false
},
@@ -6038,20 +18186,20 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
- " 0\n",
- " 10\n",
- " 20\n",
- " 30\n",
- " 40\n",
+ "\n",
+ " \n",
+ " 0\n",
+ " 10\n",
+ " 20\n",
+ " 30\n",
+ " 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -6063,83 +18211,85 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
" \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" \n",
" \n",
" \n",
- " \n",
- " -5\n",
- " 0\n",
- " 5\n",
- " 10\n",
+ " \n",
+ " -10\n",
+ " -5\n",
+ " 0\n",
+ " 5\n",
+ " 10\n",
" \n",
"\n",
"\n",
- "\n",
- " \n",
+ "\n",
+ " \n",
"\n",
"\n"
@@ -6156,20 +18306,20 @@
" stroke-width=\"0.3\"\n",
" font-size=\"3.88\"\n",
">\n",
- "\n",
+ "\n",
" \n",
"\n",
- "\n",
- " \n",
- " 0\n",
- " 10\n",
- " 20\n",
- " 30\n",
- " 40\n",
+ "\n",
+ " \n",
+ " 0\n",
+ " 10\n",
+ " 20\n",
+ " 30\n",
+ " 40\n",
" 50\n",
" \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
" y1\n",
" y2\n",
" y3\n",
@@ -6181,89 +18331,91 @@
" y9\n",
" y10\n",
" \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
- " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "