diff --git a/example_data/nb_model.txt b/example_data/nb_model.txt
new file mode 100644
index 0000000..3be7661
--- /dev/null
+++ b/example_data/nb_model.txt
@@ -0,0 +1,13 @@
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diff --git a/example_data/pixel_values.txt b/example_data/pixel_values.txt
new file mode 100644
index 0000000..2d22c69
--- /dev/null
+++ b/example_data/pixel_values.txt
@@ -0,0 +1,246 @@
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+92,110,59 157,118,50 206,190,78 228,223,220
+90,104,54 153,109,37 222,198,88 223,218,214
+85,100,49 175,126,55 212,182,72 223,218,214
+84,102,50 141,91,0 213,183,73 225,220,217
+84,102,48 150,97,0 205,184,74 223,218,214
+94,114,58 154,108,0 200,187,73 219,214,210
+73,93,35 146,110,0 204,196,85 224,219,216
+112,133,69 155,116,2 196,189,78 243,242,237
+119,142,74 161,117,0 197,189,75 247,246,241
+132,153,89 168,123,0 199,182,68 239,238,233
+98,119,53 168,126,0 199,180,66 238,236,232
+118,137,77 166,129,0 194,181,67 239,238,233
+103,122,61 170,139,12 182,173,63 241,240,235
+100,119,57 183,158,54 186,179,73 249,248,244
+107,129,64 158,118,3 192,185,73 233,232,227
+110,133,65 159,113,0 196,188,73 238,236,232
+134,155,91 178,131,0 201,184,70 236,234,230
+96,117,51 179,135,0 195,176,61 236,234,230
+119,138,78 173,137,0 194,181,67 232,231,226
+102,121,60 174,144,15 186,174,64 241,240,235
+96,115,54 177,153,44 185,176,73 232,231,226
+95,117,51 151,108,0 190,183,70 229,228,223
+104,127,58 143,94,0 194,186,71 231,230,225
+113,135,67 166,117,0 204,191,76 237,235,231
+94,117,47 181,135,0 193,177,61 247,246,241
+120,141,77 181,142,0 197,180,67 249,248,244
+107,128,63 173,144,3 188,174,66 252,250,246
+104,123,62 175,150,38 186,173,71 249,248,244
+100,120,55 159,117,0 192,187,74 240,239,234
+113,135,67 153,104,0 193,187,71 234,233,228
+99,122,53 174,125,0 201,190,74 226,225,220
+98,121,52 185,139,0 191,175,59 226,225,220
+120,141,77 184,146,0 194,178,64 224,223,218
+109,130,65 177,145,0 189,171,64 239,238,233
+107,126,66 175,149,32 185,169,68 239,238,233
+104,124,59 142,99,0 191,186,73 248,247,242
+109,130,65 148,99,0 192,186,70 248,247,242
+101,121,56 169,121,0 193,183,65 238,236,232
+97,118,52 169,122,0 186,173,55 237,235,231
+115,134,74 171,130,0 190,174,59 240,239,234
+92,111,49 173,139,0 185,167,59 222,220,216
+118,137,77 169,143,21 187,168,68 231,230,225
+103,123,58 152,113,0 187,183,69 239,238,233
+98,119,53 156,111,0 188,182,65 241,240,235
+118,138,74 164,116,0 189,180,63 239,238,233
+98,119,53 173,126,0 189,176,59 238,236,232
+119,138,78 176,133,0 190,174,59 240,239,234
+117,136,76 173,137,0 180,163,54 238,236,232
+103,122,61 183,152,37 187,166,68 230,229,224
+106,126,62 126,93,0 187,183,72 242,241,236
+107,128,63 144,101,0 186,179,67 247,246,241
+124,143,83 162,116,0 194,184,67 246,245,240
+94,113,52 173,126,0 195,182,67 242,241,236
+112,131,70 176,133,0 192,175,65 240,239,234
+119,138,78 171,131,0 180,160,53 237,235,231
+104,123,62 178,145,28 186,165,67 239,238,233
+97,121,40 155,120,28 145,171,66 246,241,227
+95,119,38 192,139,61 147,169,68 248,244,226
+104,128,48 170,107,28 148,170,69 255,255,241
+98,124,40 127,63,0 144,170,65 242,233,221
+90,113,24 187,133,61 150,173,71 213,204,195
+100,124,33 194,156,81 150,173,71 226,218,211
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+105,130,47 174,107,35 118,146,42 255,255,253
+97,122,35 131,67,0 138,162,72 249,241,229
+96,120,29 200,145,78 131,155,66 206,198,188
+101,125,31 211,173,102 143,171,74 220,212,204
+100,124,30 139,115,32 138,164,71 222,216,212
+97,121,40 156,116,26 132,159,65 240,236,221
+97,122,39 214,156,81 131,159,61 253,250,232
+104,129,43 196,129,62 132,160,62 255,255,255
+95,120,29 130,66,0 126,153,54 254,246,234
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+96,121,37 181,141,57 149,172,69 235,230,216
+98,124,37 187,132,54 147,169,66 237,232,218
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+95,119,22 172,141,68 141,164,62 218,209,202
+95,119,22 129,112,25 150,150,69 224,218,214
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+108,133,45 166,106,25 148,149,66 249,242,228
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+104,128,34 140,129,44 129,130,45 222,216,211
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+96,121,31 156,108,5 154,164,58 234,229,215
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+99,124,33 150,104,2 147,161,69 246,239,224
+91,117,19 123,82,0 233,226,211
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+103,129,34 123,111,9 211,203,196
+102,127,27 155,151,60 216,206,202
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+65,94,2 255,255,255
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+76,99,24 110,104,96
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+69,98,16 91,85,78
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+86,108,32 41,29,21
+90,110,41 44,32,24
+84,107,36 41,29,21
+74,97,21 38,25,17
+68,97,18 37,24,15
+66,95,10 34,21,12
+58,87,0 34,21,12
+79,100,22 61,47,42
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+78,101,29 76,62,57
+73,96,20 67,53,48
+71,100,23 75,61,56
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+68,97,9 73,59,54
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+84,105,33 87,74,68
+75,98,25 84,70,65
+66,89,9 88,75,70
+68,94,15 88,75,70
+68,97,18 80,67,62
+62,92,4 71,58,53
+81,105,26 91,80,74
+88,111,39 98,87,81
+84,107,34 95,84,77
+80,102,30 89,78,72
+76,99,26 92,81,75
+67,91,19 95,84,77
+68,94,17 97,86,80
+77,101,22 105,97,90
+84,107,34 117,109,102
+78,101,27 117,109,102
+73,96,22 123,114,107
+70,93,17 126,118,110
+60,82,11 126,118,110
+63,85,10 124,116,108
diff --git a/example_data/rgb_values.txt b/example_data/rgb_values.txt
new file mode 100644
index 0000000..973eae9
--- /dev/null
+++ b/example_data/rgb_values.txt
@@ -0,0 +1,141 @@
+#leaf
+98,126,35 105,132,43 99,130,36 95,126,30 97,128,31 97,128,31 96,129,27
+96,124,32 99,127,36 97,128,33 96,127,31 96,127,30 97,128,31 98,132,30
+98,126,35 98,126,35 99,130,36 100,131,37 98,129,33 98,129,33 99,133,32
+102,129,39 99,127,36 103,134,40 106,137,44 100,131,35 98,129,33 100,134,33
+102,129,39 97,125,33 100,131,37 105,136,42 98,129,33 96,127,30 99,133,32
+98,126,35 92,119,22 96,127,31 102,133,38 94,125,27 94,125,27 100,131,35
+98,126,31 98,127,29 107,135,42 105,132,40 104,131,38 105,134,38 99,128,31
+87,102,57 85,100,55 87,102,54 87,105,57 78,97,44 78,99,43 84,102,48
+85,100,55 84,99,53 87,102,54 87,105,57 82,100,48 83,103,48 90,108,54
+87,102,57 87,102,54 85,100,52 85,103,52 87,105,54 97,118,63 83,102,45
+92,106,59 90,104,57 85,100,52 84,102,50 85,103,52 95,115,61 83,103,46
+86,101,53 84,99,51 84,99,48 85,103,52 81,99,44 84,104,49 92,112,56
+84,99,48 82,96,46 84,99,48 85,103,52 82,100,45 85,106,49 83,103,46
+92,110,59 90,104,54 85,100,49 84,102,50 84,102,48 94,114,58 73,93,35
+112,133,69 119,142,74 132,153,89 98,119,53 118,137,77 103,122,61 100,119,57
+107,129,64 110,133,65 134,155,91 96,117,51 119,138,78 102,121,60 96,115,54
+95,117,51 104,127,58 113,135,67 94,117,47 120,141,77 107,128,63 104,123,62
+100,120,55 113,135,67 99,122,53 98,121,52 120,141,77 109,130,65 107,126,66
+104,124,59 109,130,65 101,121,56 97,118,52 115,134,74 92,111,49 118,137,77
+103,123,58 98,119,53 118,138,74 98,119,53 119,138,78 117,136,76 103,122,61
+106,126,62 107,128,63 124,143,83 94,113,52 112,131,70 119,138,78 104,123,62
+97,121,40 95,119,38 104,128,48 98,124,40 90,113,24 100,124,33 102,126,36
+100,123,43 97,122,39 105,130,47 97,122,35 96,120,29 101,125,31 100,124,30
+97,121,40 97,122,39 104,129,43 95,120,29 102,126,36 99,122,28 96,120,25
+96,121,37 98,124,37 107,132,44 100,126,31 99,122,28 95,119,22 95,119,22
+100,125,41 100,125,38 108,133,45 101,127,33 101,125,31 105,129,35 104,128,34
+102,127,41 96,121,31 102,127,37 94,120,24 96,120,23 107,131,38 105,130,31
+97,122,35 102,127,37 99,124,33 91,117,19 100,126,29 103,129,34 102,127,27
+81,102,25 84,105,34 82,105,33 76,99,24 71,100,23 70,99,17 65,94,2
+80,101,24 85,106,36 83,106,34 76,99,24 71,100,23 69,98,16 62,92,0
+86,108,32 90,110,41 84,107,36 74,97,21 68,97,18 66,95,10 58,87,0
+79,100,22 83,104,33 78,101,29 73,96,20 71,100,23 74,103,22 68,97,9
+83,105,28 84,105,33 75,98,25 66,89,9 68,94,15 68,97,18 62,92,4
+81,105,26 88,111,39 84,107,34 80,102,30 76,99,26 67,91,19 68,94,17
+77,101,22 84,107,34 78,101,27 73,96,22 70,93,17 60,82,11 63,85,10
+
+#pustule
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+133,78,0 127,66,0 191,130,64 183,121,54 153,93,19 148,88,1 126,69,0
+154,99,23 111,50,0 157,98,22 176,117,47 161,101,31 155,99,23 127,70,0
+157,106,35 107,49,0 188,131,67 199,142,79 164,107,39 150,95,15 123,69,0
+139,90,5 122,67,0 157,103,32 179,125,59 151,96,22 135,84,0 106,53,0
+133,85,0 113,61,0 157,106,35 178,126,62 142,89,14 123,74,0 99,48,0
+122,73,0 108,55,0 131,76,0 180,126,60 164,112,45 141,91,14 101,52,0
+209,159,112 153,98,50 114,65,0 149,104,37 162,119,45 187,140,63 208,162,87
+190,140,92 155,101,49 108,58,0 149,105,33 189,143,69 178,133,50 159,112,24
+188,142,90 174,122,72 129,80,3 163,115,45 193,146,69 159,112,21 134,88,0
+185,141,88 167,117,62 139,91,17 168,119,47 169,122,38 150,103,0 154,108,0
+170,126,69 167,118,61 160,113,44 183,135,61 163,113,27 150,101,0 156,112,3
+161,121,61 180,135,75 176,127,59 175,125,47 144,92,0 139,90,0 154,112,4
+157,118,50 153,109,37 175,126,55 141,91,0 150,97,0 154,108,0 146,110,0
+155,116,2 161,117,0 168,123,0 168,126,0 166,129,0 170,139,12 183,158,54
+158,118,3 159,113,0 178,131,0 179,135,0 173,137,0 174,144,15 177,153,44
+151,108,0 143,94,0 166,117,0 181,135,0 181,142,0 173,144,3 175,150,38
+159,117,0 153,104,0 174,125,0 185,139,0 184,146,0 177,145,0 175,149,32
+142,99,0 148,99,0 169,121,0 169,122,0 171,130,0 173,139,0 169,143,21
+152,113,0 156,111,0 164,116,0 173,126,0 176,133,0 173,137,0 183,152,37
+126,93,0 144,101,0 162,116,0 173,126,0 176,133,0 171,131,0 178,145,28
+155,120,28 192,139,61 170,107,28 127,63,0 187,133,61 194,156,81 135,112,16
+164,123,37 213,158,83 174,107,35 131,67,0 200,145,78 211,173,102 139,115,32
+156,116,26 214,156,81 196,129,62 130,66,0 185,135,68 195,158,89 141,120,36
+181,141,57 187,132,54 165,102,26 142,80,0 175,127,59 172,141,68 129,112,25
+191,152,65 195,143,63 166,106,25 131,75,0 203,161,90 151,125,46 140,129,44
+170,135,39 156,108,5 145,92,0 121,73,0 169,136,53 128,107,12 151,145,59
+123,91,0 137,96,0 150,104,2 123,82,0 138,113,20 123,111,9 155,151,60
+
+#chlorosis
+190,189,87 186,185,82 178,174,71 172,169,68 180,177,81 151,149,52 146,146,50
+182,181,77 184,180,78 182,178,76 181,177,78 160,158,59 137,135,35 146,146,50
+180,178,78 182,178,76 183,179,77 184,180,78 165,164,62 143,140,38 147,147,51
+185,184,84 190,187,85 183,181,76 171,167,64 171,170,68 151,149,49 150,150,55
+187,186,86 193,189,88 180,177,72 162,159,54 169,168,66 154,151,52 150,151,54
+181,179,79 183,179,77 179,176,71 172,169,65 163,162,60 151,149,49 147,148,50
+183,182,81 184,180,78 179,176,71 174,172,66 163,162,60 152,150,50 147,148,50
+213,195,88 218,199,90 210,193,81 207,191,79 205,192,78 203,191,78 203,194,83
+214,195,88 218,199,90 210,193,81 209,192,79 203,190,75 197,186,72 197,190,79
+217,198,91 222,203,93 217,196,87 214,195,83 210,193,80 201,189,76 202,195,83
+198,180,71 197,178,65 212,186,77 214,188,80 206,188,76 203,191,81 193,188,75
+207,190,82 212,191,81 219,189,82 219,189,82 209,187,81 203,191,81 198,194,84
+213,196,85 222,202,90 219,190,80 219,190,80 211,190,80 206,193,80 208,201,91
+206,190,78 222,198,88 212,182,72 213,183,73 205,184,74 200,187,73 204,196,85
+196,189,78 197,189,75 199,182,68 199,180,66 194,181,67 182,173,63 186,179,73
+192,185,73 196,188,73 201,184,70 195,176,61 194,181,67 186,174,64 185,176,73
+190,183,70 194,186,71 204,191,76 193,177,61 197,180,67 188,174,66 186,173,71
+192,187,74 193,187,71 201,190,74 191,175,59 194,178,64 189,171,64 185,169,68
+191,186,73 192,186,70 193,183,65 186,173,55 190,174,59 185,167,59 187,168,68
+187,183,69 188,182,65 189,180,63 189,176,59 190,174,59 180,163,54 187,166,68
+187,183,72 186,179,67 194,184,67 195,182,67 192,175,65 180,160,53 186,165,67
+145,171,66 147,169,68 148,170,69
+144,170,65 150,173,71 150,173,71
+140,166,62 144,166,64 147,169,68
+118,146,42 138,162,72 131,155,66
+143,171,74 138,164,71 132,159,65
+131,159,61 132,160,62 126,153,54
+146,167,61 140,162,58 141,164,62
+149,172,69 147,169,66 144,166,64
+139,162,58 143,165,62 141,164,62
+150,150,69 125,125,41 153,155,74
+148,149,66 130,130,48 128,130,47
+128,127,39 129,130,45 132,136,50
+154,164,58 150,160,60 139,153,59
+153,163,56 151,161,61 140,154,60
+153,159,54 155,163,65 147,161,69
+
+#background
+227,226,221 224,223,218 224,223,218 233,232,227 232,231,226 233,232,227 231,230,225
+239,238,233 231,230,225 228,227,222 232,231,226 227,226,221 231,230,225 234,233,228
+239,238,233 239,238,233 240,239,234 241,240,235 233,232,227 237,235,231 241,240,235
+242,241,236 238,236,232 234,233,228 241,240,235 237,235,231 232,231,226 224,223,218
+237,235,231 232,231,226 230,229,224 242,241,236 246,245,240 247,246,241 237,235,231
+228,227,222 228,227,222 220,219,215 226,225,220 226,225,220 233,232,227 233,232,227
+234,233,228 228,227,222 241,240,235 237,235,231 227,226,221 230,229,224 230,229,224
+229,225,221 229,225,221 229,225,221 228,223,220 228,223,220 224,219,216 228,223,220
+227,222,219 226,221,218 224,219,216 223,218,214 222,217,213 221,216,212 224,219,216
+231,227,223 229,225,221 225,220,217 223,218,214 221,216,212 219,214,210 222,217,213
+228,223,220 225,220,217 225,220,217 228,223,220 231,227,223 229,225,221 233,228,224
+223,218,214 222,217,213 224,219,216 224,219,216 220,215,211 216,212,208 213,208,205
+235,230,226 231,227,223 230,226,222 229,225,221 224,219,216 229,225,221 239,234,231
+228,223,220 223,218,214 223,218,214 225,220,217 223,218,214 219,214,210 224,219,216
+243,242,237 247,246,241 239,238,233 238,236,232 239,238,233 241,240,235 249,248,244
+233,232,227 238,236,232 236,234,230 236,234,230 232,231,226 241,240,235 232,231,226
+229,228,223 231,230,225 237,235,231 247,246,241 249,248,244 252,250,246 249,248,244
+240,239,234 234,233,228 226,225,220 226,225,220 224,223,218 239,238,233 239,238,233
+248,247,242 248,247,242 238,236,232 237,235,231 240,239,234 222,220,216 231,230,225
+239,238,233 241,240,235 239,238,233 238,236,232 240,239,234 238,236,232 230,229,224
+242,241,236 247,246,241 246,245,240 242,241,236 240,239,234 237,235,231 239,238,233
+246,241,227 248,244,226 255,255,241 242,233,221 213,204,195 226,218,211 228,222,219
+240,236,221 255,252,234 255,255,253 249,241,229 206,198,188 220,212,204 222,216,212
+240,236,221 253,250,232 255,255,255 254,246,234 211,203,193 222,214,207 222,216,212
+235,230,216 237,232,218 255,251,236 246,238,226 200,191,182 218,209,202 224,218,214
+233,228,215 227,223,208 249,242,228 243,234,222 208,200,190 219,211,203 222,216,211
+239,234,221 234,229,215 254,247,233 247,239,227 230,221,212 227,219,212 221,215,210
+231,226,212 229,224,209 246,239,224 233,226,211 209,201,191 211,203,196 216,206,202
+255,255,253 255,255,255 255,255,255 255,255,255 255,255,255 255,255,255 255,255,255
+144,138,131 131,125,118 113,107,100 110,104,96 100,94,86 91,85,78 92,86,79
+41,29,21 44,32,24 41,29,21 38,25,17 37,24,15 34,21,12 34,21,12
+61,47,42 71,58,53 76,62,57 67,53,48 75,61,56 78,65,59 73,59,54
+86,72,67 87,74,68 84,70,65 88,75,70 88,75,70 80,67,62 71,58,53
+91,80,74 98,87,81 95,84,77 89,78,72 92,81,75 95,84,77 97,86,80
+105,97,90 117,109,102 117,109,102 123,114,107 126,118,110 126,118,110 124,116,108
diff --git a/img/seedheads.JPEG b/img/seedheads.JPEG
deleted file mode 100644
index 04da01b..0000000
Binary files a/img/seedheads.JPEG and /dev/null differ
diff --git a/img/wheat_rust1.png b/img/wheat_rust1.png
new file mode 100644
index 0000000..3200daf
Binary files /dev/null and b/img/wheat_rust1.png differ
diff --git a/img/wheat_rust2.png b/img/wheat_rust2.png
new file mode 100644
index 0000000..55f7da1
Binary files /dev/null and b/img/wheat_rust2.png differ
diff --git a/index-Colab.ipynb b/index-Colab.ipynb
index 94ddfd4..ffd6744 100644
--- a/index-Colab.ipynb
+++ b/index-Colab.ipynb
@@ -2,21 +2,27 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8a2ebfdd-b654-49f9-a045-ddd38466e050",
+ "id": "8b1d33cb-61df-402a-949d-f480a5ff034a",
"metadata": {},
"source": [
- "# Template tutorial (For Google Colaboratory)\n",
+ "# Image Segmentation - Part 3: Supervised Machine Learning"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "78a73468-f6a4-4f87-b14e-967fe4a058a6",
+ "metadata": {},
+ "source": [
+ "## About this jupyter notebook\n",
"\n",
- "Description of tutorial"
+ "[Image segmentation](https://en.wikipedia.org/wiki/Image_segmentation) is the process of partitioning sets of image pixels into groups (e.g. foreground and background). In this module we will use a supervised machine learning approach to perform image segmentation."
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "032a5177-1c68-4a02-b9de-d67fe97bf60c",
- "metadata": {
- "tags": []
- },
+ "id": "79c86f14",
+ "metadata": {},
"outputs": [],
"source": [
"# Install PlantCV and required dependencies\n",
@@ -35,23 +41,10 @@
"%pwd"
]
},
- {
- "cell_type": "markdown",
- "id": "b36fb0d9",
- "metadata": {},
- "source": [
- "### DEV NOTE:\n",
- "Copy the next code cell if the tutorial you are working on meets any of the following:\n",
- "* use of a file type that is not JPG/PNG/TIFF\n",
- "* requires a batch of images\n",
- "\n",
- "Users will need to clone the repository to their Google Drive and change the working directory to the cloned repository. This ensures none of the file paths need to be altered in the tutorial notebook."
- ]
- },
{
"cell_type": "code",
"execution_count": null,
- "id": "628f6030",
+ "id": "f55d01ce",
"metadata": {},
"outputs": [],
"source": [
@@ -60,164 +53,523 @@
"# Print the contents of your drive to confirm it worked \n",
"!ls \n",
"# Clone the workshop's repository to your Google Drive \n",
- "!git clone https://github.com/danforthcenter/replace-with-tutorial-name.git\n",
+ "!git clone https://github.com/danforthcenter/plantcv-tutorial-supervised-ml.git\n",
"# Change directory to the cloned repository\n",
- "%cd replace-with-tutorial-name"
+ "%cd plantcv-tutorial-supervised-ml"
]
},
{
"cell_type": "markdown",
- "id": "c4526306-7fa0-47c1-8f33-c1bd60aea56c",
- "metadata": {
- "id": "604065b5"
- },
+ "id": "16872ec8-71c2-4929-af68-2e155fcc52c5",
+ "metadata": {},
"source": [
- "# Section 1: Importing Image and Libraries"
+ "# Importing libraries and image"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2ab78fcd-abfd-49ae-98f9-7faca2bdb36b",
- "metadata": {
- "id": "62ef791b"
- },
- "outputs": [],
+ "id": "a363a6d2-8dfc-41d7-8abc-a0929dcd9323",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'4.8'"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
- "# Set the notebook display method\n",
- "# Display method is set to inline so that figures are displayed in the notebook\n",
+ "## Import software libraries\n",
"%matplotlib inline\n",
- "# Import libraries\n",
+ "import matplotlib\n",
"from plantcv import plantcv as pcv\n",
- "from plantcv.parallel import WorkflowInputs\n",
+ "from plantcv.utils import tabulate_bayes_classes\n",
+ "from plantcv.learn import naive_bayes_multiclass\n",
"\n",
"# Print out the version of PlantCV being used by the Jupyter kernel\n",
- "pcv.__version__"
+ "pcv.__version__\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "5351b3bc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Global settings\n",
+ "matplotlib.rcParams[\"figure.max_open_warning\"] = False\n",
+ "pcv.params.debug = \"plot\"\n",
+ "pcv.params.text_size = 30\n",
+ "pcv.params.text_thickness = 20\n",
+ "pcv.params.line_thickness = 10"
]
},
{
"cell_type": "markdown",
- "id": "b0f8cf92-bfd0-4541-aa74-a6a6406ddbb5",
- "metadata": {
- "id": "4468af74"
- },
+ "id": "f6b7dd80-918c-4b45-9498-29650cbf18d7",
+ "metadata": {},
"source": [
- "## Input/Output variables\n",
+ "## Naive Bayes (supervised machine learning)\n",
"\n",
- "The options class mimics the workflow command-line argument parser that is used for workflow parallelization. Using it while developing a workflow in Jupyter makes it easier to convert the workflow to a script later."
+ "To collect training data, download the program [ImageJ](https://imagej.nih.gov/ij/download.html). We will use the tool \"Pixel Inspector\" to collect color values."
]
},
{
- "cell_type": "code",
- "execution_count": null,
- "id": "1e7e9b03",
+ "cell_type": "markdown",
+ "id": "07f02076-4bdf-46d3-b9ed-2f9ca0c69150",
"metadata": {},
- "outputs": [],
"source": [
- "# Input/output options\n",
- "args = WorkflowInputs(\n",
- " images=[\"img/plant-image.jpg\"],\n",
- " names=\"image1\",\n",
- " result=\"test.json\",\n",
- " outdir=\".\",\n",
- " writeimg=True,\n",
- " debug=\"plot\"\n",
- " )"
+ "## Read in image data"
]
},
{
"cell_type": "code",
- "execution_count": null,
- "id": "223254b4",
+ "execution_count": 6,
+ "id": "3ad8a6e6-2c13-4450-9bf2-dc31ce3f0982",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "db0ad567f1944a949e889f122c1594c9",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "image/png": 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SKyH0a0wcXhqN2q+Doz72OgDgR15/+2//bb788kv+0T/6R/zxH/8xf+Ev/AX++T//53zve9/7T3qd2hql1s4CFZ7eveHNVz/lr/2v/zdM86m38JTJa60xTfHmAaftKBE6ePLA3i5yna2wB6H3HgMJ1m7yPiBeRuvS+zB2twJQ6awH470MrFgryhgt/UzKDNprKOBQNqYOJkN620uZRm2rOewxbiDFOQVYxoYZ8KulkEvGZ6HUjS1OTHdnyqXgBe5jwDtlCFqYaPffoE2vSAhSGnHbiNcLj599h69EWP3Mm+vK97/6EeX1I272lJaZCExTJIRIPEdly1rFe09OSRkmWgdBbQBk54RA0PaoOOaZ3kpXpsx7j+/shPdusA8KJiMI/Vyyg53WxgNMEDsFuNabeQ1C0PNbq4KX1oFia4wWta4ZBfit6msr2NRznHPaQWKtBO+U0dzPMLU2YggKpJz+/vJ84en9G3769gf86Ok/8JQr51d6HHGe8nxmWi88TJVPvviEV59/xq9+75f4pW/+RWb+LCG8plRwEilZAbK39r/o56XpmlPQxwDBVXvp5Fw6S+tvWGJljKdpHuAYUDDhJ2qrbNuC955tW5V9cn6wQTlngg9crlcF/j6Q0kZOG2nbuG5Xtm2l1qTMba60Sj/XMtqhzjmWZaG1xvPzM9u6ghPevHnLT778kuv1QqmVNenxbxSCg5IqpUB1lT/68e/xfH3D60/O/Op3f5nPvn2POGFdTr1tXfned3+VL3/6A371l75gW97wzS8+5Tu/+ktcl4bjG/z69/5XSH3At8jrx1fgwAdt/zYa8+lMSVuXowin02kAZunXo+9M/jTNbJvKSVT+oOvNec+yLMQQB+Br4ij9Oo9x0rY6Qpz0HForvtbK9XpFnN2DRDe4zuEnDwKT9/3zyNgMpZSUOY2hb6rauIbEOWpvcwOczieVqtBwOFote2dCHCF4SvHMp5O2vO2W1/Z2+1Efdx0A8Ch+67d+i9/6rd/6n/QaBohi0NbKmy/f8N3v/RreR8R54jSp/qw/1BQUadtLwRqdpVCWMOesN8LgtaVTq7J5XvV3zjtK15g575VRgRcgTlvGndGr1uKsfVetN9HWKjT7WUbLERouaFum1Ip3boAVKfvr1w4+jKXc35fxPWuto3XqB2hRhs2JI/jAHGain2gIlUrbnvB1I5CJ8op2vue9ZK7AVj1v/+hHnK4b3yDyanrg+ylxOc3k+MDXPPPp60/ZqJyDY56i6v28AmvnBGn68AkhjBZVrRUvTtnZWl+eE1eH3vF8F6DB9XolxKi/27SJHOI0WNycMm5WAGZMV3My9GW3INr1luF+7lRHVau2i+2B5USQ4AeDUWul9uMZYxiaQrq+UZxD7LtNE7C/p5RKbpV4vqPVBrUST41TTcizYzoH6vNGKoA0wLO5xPx6poZMmQrPb36Ptw/v+d6v/HlOU6BkR+SEk8g062dRYBA60NY1550y4dZyjzGyrpuy1FE3SMaOi7gdQOdMjOcOhOtgmXNKPNy/RhBO7V6BcJcb2DWh+sI6XPxTiIOZrk01mrUmPcboeRdxIA4HpG1RXWttiHMsy5UQwmCCa2vj3NamALvRiEHZ0HVb+cnXf8x/+3//P/H7P/j/4iJ8+o0TkAnBc73qdd+ofOOX7nAhcv9q4eG+cP9q4fRw5d36xHl+xS/96hd4viAnz93pDu8V+OWch7611lPXFgLOMZ8n1dE5x7KuFITTfGJZV+J0glopKXf5h8fh8S7ifew6TGhON7vTNOn9ozZw0tv2KiVBtJV8Xa6jVVurSkwM1BkAjTFSqnZHfnbD6Z0fDLyIcL0ooLTr8Pbea/epWvpmqL9mqQVBKLnAYOgP8HeU1gEAj/ogpcyao+WCF08T4Xz/QC0QZm2bNqU+RvhkaQ0XJ5pIF7NXXOztSB9620LwwYTk+nutVXAeUUkeqdTBHHpuGTttM4PQnN4oPfqgaqKsRkmp75b1UvA+4HH9vfQBFjpTYGyfc2082A38GbtZu8lBtVsKQI2tsZ/VtnU3kmQoW0YaRBfw3rFen2lPP+HBQ7p+xcO3vsvFF6a5UfKVvAakwC8/foH88N/ziQvch5l3uRAeH9icZ3ORdAPiRJyK0Hu7fGh/RAFqDJEY42DOfAiqQcpZ2dvaholg21Q7J9EPfVztBg0R6Q/RvWXfaunaSEehjgegAW9jDn1nZtS04IGXx5feIi6diRIRpmnqur1N2RN0cyDOk0vFSevGGz0HToRi3S/naQVKUZOAHQ8FMAWkgmvkWpnjmdaE0/mRIhvVO/KScJcf8n56x3b9moe7qsciqUyhCaRtZd3UhDRPE9yA6sFQO48PgdjoDN42QLOCtzq+b5xmWt9YMAwFDR/8uBZrVl2nteF98B1YdamDOFqrhBjJpeBdoJVKaOCnmUa9AekOwZFy4u6sgEqcvuc8zXqtTpFUVLOpTG1jCqp/y61R8oa0Rvr6S0rZSPmZXBdmf0KcApcwzbSl8nx9ZprOPD8/8+rhgeA2vI/Ulvnq3VvWErmTGXETpYCfPImMd1MH/H5oCJ2HlDLrujFPnlwKrnlqawr4pFKatku3bSP4QM6ZOM2kVBDxxDBxvS6cTydyNyhN3vP8/KybUdHNk+sMeCmFEALee87nMyUXlb1A3+z6F9efndfaWd0pTipNKBlc30z2NaNmpf217HepdC1zYMuqq5R+/Xnn+9qo1FrwXo1MR/TLUXAAwKM+UA2Xnzn+CoQwsdGdrl5G+9duitreAmjE6ClFXwJpSP8z0DaXadZK2d17IUb9+6KtZ+ntX209ta7389oibH5sfLXBKApevLUh9YaYc2eLvDJhpVVlHDtLhqBtntao1YCJvp+1sq1FZ6DQ+4Bz+nM5ZwzQlFopVcFodAEvDi8eXwtc3vMwnaib59MS2S4X6vKeT15/zuXLN1xX4fSdb7A4z2W5dCfqTJgfWFvhmtSl23Kj+UZFcF56m1fB1jRNiAgpZezgqL5xBxziHOuyMncQv64r83wi5USrjVSytnq7C9TYLCeCq7UD4jrarsa+Dcdm3R2ve1tKmWHpOkp9YBq7q5+JzlClvCqzHAK+a6eU8VCQmDd9UE4x9jaoJ1V1g8YYhks2eCHn0l2UMJmxJ0bcLKS1EF1QYBaE5ek9c9t4aAl3vfL2pz/i8fFCnD5R4FgLLjRO89T1oFWPf1EmyBglW1dp3RCBtG4qM8hlsOTG4OWS9IHu3d5qbJVSd/dwjJFpUjASvCOnRCuVOU5da6h/nlJhS4k4RT1mTpgnddpuqeL6a9RacA51oYptfnRd3z0o+K4CUwzKanfNYU4KqMUrEHTOM8UT83wCGsFHPBNp09b3l5ev2dYNL9pBSNvC61cTc2hUMtct4avnuqrL/f7uEyj3lKrOZ9tETNOkm4emmklonObY31PbomMdlEathXmaqdnpcZom3WB4x3W5cJpPHfgWWiukRN/Y6Aby/v6+X+v7ps9aua2qrsE3v0sewKSCY7PjnMPjlZn1jOvP3Th9W90d1gb+amf8fLi5t3lHa45SdEOsTGAdMgDV73JzrR31MdcBAI/6IKWmARUXB68sRcUzn87QStenaJvUBddNG9pG0bYNytTcaLxKLtquFY0DqbUQnFOtX7F2jeuRIa63YFtnSKRHiwhVtG3lnH/RAPE4XHQvvkMp+uAtteKCRqS07l6VLuRuvc3inEZkGDgZbUqnLkg7HtZutp23AtRdp1PRn/cNaipMDdq20a6NX/nGf8nj/Cl/+KP/nvT0lvjQeD3d0eTEH735ipNU8vaeC40kyoCInEgJdRKK12/aAYJ4YbrVnHVQlnOhtpXgFbBa/9E7hwSGti+lbYA86c7aWqo+uAbLpixrLUWBmQ+kbcOH+LLFZRqo1tuQdWcHNS6lDWbZOaGUjVK0VYbI0HCpqaGOY1trRVojBk+Y9Py5BnPXJebW+trQDYBpEQsVoVJKog5GMiCuIq5R0opzQN54/vqHyOU9D2chnx8ITXBUclqpCYI4KPpd7u9OLMui313U8Zy2jRgnXDMmVo+xIMxh6oBRj0/tMoWcm65/dA3WWjW6puv8vFfXajPNYM54cYjrUTAitGotaAVaDShlIwytpqYDpG3rbnd1CueSaV0eUHJBvDp5U0qId6QeDyR0djBEaqlsKeEQnp8uXK8r1+vC5XKhlkpaVxx3en4QvGhbWdwCLQCBRiLlC2vN5Ivnmma2fKXmQl42mjicl74BoxuCFHyqtrJ0iUI/hmlTAF5Lvw4KedPvf12uxN4WD1Mcbn21y8Pjq0eerwu1s6dp3YaOMwRlEY3Rvo3R0Xa87BrBfsqHtrMo4xqDSjVyyqNbklLq8THa+tXNShivYQkEuunWdW8SltLbx9M0qf43xu4b7gvuqI++DgB41AcpaeAc5AylMzXapapEFzQqod/AatObXil5MHmC7nwnH8FDqmVkXeWUNF4iRI1taAYW9QZb+g0PEbtXQ1Otju/snRoKygunpXRcNtx5nQlrnclU40hnNmlQBbrDFyBtqX9HaxkrvJTOzjT2Vk9tFcU5ygOY/cRLBw6u0RxE8dSnzL37lPb8jrIJ14vA+8o3p9e4p/f86sMX/OD5Spgj70Qf4NfqmU4PrFnYSqPGwpqeqSQQB67i2g6EY2dPpT/UcbuTt5jerD+gcPrQb7lQgMu6ELJXkGBt26TZZHndyE5uwJhojl7sQvSuE8slsyzL3toMqk8r+qG6GaDdmGqEGKf+mXv7vikQEXSDYBpD5xyu6vsLCqxyN4jkWli74N8FzcazB3DeEtfrhZwTpRU1hWwLGv9XyVK1tVgaUiNSJ+7m18CJ5jwhNqieFSgUoo+UVqkp9fcq2pp1Hl/UjSxOKAPMefCO1FS3tS4LXhSErTkzxTCAnGpfHaU2ogtDM1ZTIRmz17V4luvnvWdNm+p0ux5tjoEqfrDzFI0mCc6Tt8zz5ZnXr1/r9VMzW0pq4CqagelAWUVxFBpxUodz6d9tdo6UEqfTicv1mSbQpCG+4aOwZXU2I4FSdZPgfALfKDRqC0ibSMs74vmOmoXlqhKEaZ6pDf09r2vDzBRmtInTRKsKRK1D0foaS1tSjR3dGOYDl3Xl/uEeHyOplC7TKEzTxNJb+a5v+vz5hIhjnpQ1N2BmjvrSXb6FsuuCe9xUSmmAxFJKj4QRXHPDRWwaXbuW9Die9w5D1Y2PSVHEOQqMazulnfHLeUN6F4LeITnqqAMAHvVhqjWu1yutwslFfDcX7IBLBrPjXB3GjtpvyhW7P+/aKLux+ZubIHRwYKJsdjOBG6BFhqhasZsyJfb35szdtWe7RszfCLG50flZK05g7OSds8/ZjQcD/NnNtWuoOtVSWxv6RycC3g/Wx3mPCxo3U3OlNkfwkfeXt+Tzibolvv35t3n/9U/w8Y5XDyeers9c3JnMiTCdKKlwyc/Es+nrIE7dUdsqLdeurVQWqBjzMEW2nDpDpXovyu5OteDetCV88MzzrEzVpIaPEcvihCkEctOWWG07G+NcG1E6pneyc+ycOnT152ToqTr90plBizDp+jcateqDzUDkiK2pgmt79IrvGsXgA8FFBSG9Xeq9tt7M8DBNE7WoFtN5jSKKwbHkDbynIvgw4+cH8nrlsj3x2ek1W10Qp+8dw0xhB9A5KwBDNFuxtNzXFrjaxf4p02rBEUY2nrbpI8u64JywpUQTYckZH4MaSkSIPbvSzrkGEAt+imwpIU4BgfeB00njfEKXIZh5IaXUjQ2lu64VUD3c34/ooBjVTW6gWvpr+BjA2qI9u1NzO4VWMrRKLpbjWJRtrQXXCiFGrsuVtG2UUljWC+fZs+aVhmNdE9653upt3J8fcOLUnZxXNYDVAi3hRP99ihM4Bpu8bl3nO4URwwSC9/u9SVv7niATuVbOXo1rJlWoRXV+0mOEzMQRQhjGC+dcDw+39q8MyYjJV+Z5HhsYvVfU8VoqC+mt897RyEXZ3dAZ/FrKfq/qHZNtU1ZTA6613Xtdrj1LM3djWwfAN4z5UUcdAPCoD1K5ZObTSaMOZM+Yq/2/99aMhSSDhL3N11oDL8Ow4D3dSXirp+tB0D06oTXGDbPVpuxPZ0Zqb2GKQC0KGAttvyGjWWv2Wr7pQ8X0ha3VAeoAUlKA420aQ3dn3k5tAPrvddbRWo24vf3cb+ADAHedlX5cpwzIPLFeVj755DN++tXXnE8zfp6YfeTNdSM64fzwwI+e39EevoDzA1OIrMtCLRvXa+X1p6+xyQw6pSNxjqfu6LVoGtUIqfbIvdAWqYZMgbe1f6d5YtsS27YRQ6R00Kbi+w7U+kOvtjoYX9P3qV9XD6k98PSYtfHfuQc3W9RFbaUbeywjkBuwHhB/0/Z1QhC9pbmmIdBDo9kaS1o6A0VvqWYVzCOkknosjjKJa9fkOWdBvapXzLUgweHu7inpiUt9wxdzwcUMkli3K97fvdhUjGxKCQpCZXeGa/xIjwHprJ0PnnxNRK9TOaYeSWIaPpEAIkynWfdBPcdQ440UTOScSaWQcnrRGm+dgbW2pAG5kgvXciX6wJYSpdbOykIIDh8U9IvJPIK6W0vJ5FqYTrNe51LHdbpuWwdM9GtEo1OWpccQdeDjnGo4S85McUJcwVGINROlsZXSTR86VWZqq55v9FzFKSLNDxb0cr32KKF+XxEGWFWN6H7fSCmNjUAIYfz327dvdfPZ9YSlFmY344Pner12w1Qmp0wuRbWDtRBiwDapDtlzLvuecEgfpDu6p4hznpzTuE+CXh8+eCJxgMfTSWNfbPKLbX617a/O5NQaWRIxxJ7dKUx5Vr20mY5EN5xHHXUAwKM+SOmEiUgqCfGxt00ZwMfJbgKBnRg0xs8chw1tKdU+psIeEHbjtMR728Fb/lzKutOVHrPy0lTACGItfeRV7TEsAPSoCGvJKMMo+K5V1N1yHe26HYy2EZwsXfNnX86JQ6q1XN2YkOKcOgejKGjd3ErLBYrqskKcOd0/8PSu8i6/4+I24nnm3fuNy/XK6RTJLfH15S1X7zm//hw/P7I8PXV9F0zxRNq2zjIoq+anPoXEua6H0igPJ9pKT92cYhl0rerovSlOGlXRmZAYlKUoxZhLNcQEH0i1Z+85j3P7w+56vQ7Dye15UVYp7gAOdS2aMcP1GBd6RrK5sBVY9gxFvxs57EFp7kzxu/ay9hZb6TEd3nsFrejUBYB1Xdm2jXVdKCVxOk+4Rcgl4QSCeNac2Fzj7jQz+U+J5ZkL75Gp0SRR24rvY/F0/e+uZtNznedZTSreMXsNAEYUjNQOVkIHf7W3SF1wxDDp64mjSVOABUw+dMNGbyt3NhzviNOdjqPrbVHbAFnU0jzNehy71lWga+Pa2CxoULae99hbyanr1Jw4cJCTvoa1JFXTFqAWZdeUr+zHeEWs/V1zl4IUcknQCo/TiUca+Sc/wDVH9YF4mnEE0lo4f3LX2dJGLY2ShNNpHuyeq6qzizGqfq6btkopY5yf721Xm7xiBo3z+TxAsrVdY4wDHPounzAdLAix52iaHu90mvdw8TUNY4hHNwWmFUwpQZKeMqAsvb0fTSUmqbvygw9seeN0OnEKp85ad02hhzWtpHUd5imVWWAXjibAdPub/dlRRx0A8KgPUta+cM5Dq2NShneqy1MDAICxfLrrra3i6O3ipsHBpSkrZmOlrF1rYbqute4ediOM+HbSgY1WKkWnRpiOTIGaG6Dz1plsuVkjo9DvYu1bhmofRydIc0N43miD9dG4Bcuq65+rP3hbZ/zsde3vtBziA/40Ex/PbGmhffLA2yAs84mfPL3lhHCeJpbSOL36hDZFGqjYv+vstrRQkRE/oqHDGamO03SiJs1MnH3oY7H83sLr7JsxF7lkPMZ+5Q66PPM0U7o2U1uWpU8FgdwZImNX7+7ufm69GONi7KK10ExUr7o+N5jYUvbQ71zyaMG3zu7dZqP5bpQYrXy0hZ+ShvYijO8FjN91VY+TD54QPbVkoHL3cMe2FJZ3G6c4QRDEN8I8c10itay8T8+8X95yF79DKxlpUfux4wJhgN1t24aZSEOL597uK4QQ8U4z85ShrqzrQvSCd1BxbElZr+h1mkfo5prWWU0fdJ5sbnWAbAOkQ2KRu9mjt/7nedZ5z/0aCUFe5NPVmocerXS2le7Qrq2OzVKj4WU3RLgOakpuoxUeY2SrAHotCNoFEFHNXmywff0TzutXPD58k0tNrC6SlkpOQk6F4ASpQNfT6dhG/R4uuj4Rpg6ga05a051O0zS+y/l8Vp3lunYDU2/3ys9n7lmunvMKstZ1ZZpmjGW2du1tBJRzvjuSexB0n6SjwdwXHh4ed2bW3ML9fqF4bZ8gZJIKYyftnjefZlpRAJq2NCbcGPO4LDoVRqNAuxbwqI++DgB41AcpexDrTX4aoOz2J2q1SSB1GBHKsipT1U0IdrNW5rD18VmpR4v0YGD6rrZpfpu1WKRHwORScK4N12VKevO1G29D27/AYIYUxPUpI0J//f1Ga9/FdvauWoRDz7vr91NtE/sBco0lKTdRKHrjbtDULZjTpoyjj4QYOT08cH2KrPXC1U8kB+GTz3n+8sdIDHyZFnJ8QFxgWy94V3E587wlMpUpCMI+us1JwU8RaXvLC9nHqHmnuYsAEmW0gIfOyQea78xt1uOwpY3ogjI7Tv/b9ZFyFsjrvaflm5ZXf3jd5qUpK+lv2tUKICT0rLKmYCSXosHfN+Cu1kruwARugHptGt/TASR0TZXTB2qDG01p/zy5jPZz6VEwzgshOpbtGe8nvBOdJRw9cfI83D9y+uzXuJSf8L5sXPPCXawEaWRRRy3CMGDYd44dtIzjZaCssz7F9cFiVa8LJ41tuXA63+OnE6cw9e8K26oO110760amongFPXYuaeCjH2DIzq8TN1qpNeXBpgYfcNH13EVhTNCplamzwnZN56TH7nQ+jc9Si467cyJsna21uc12vr3b42bsfVPZqGmFdcHPldIWsj/RNF2Hb33727rhzJkYT8T5buhZbb605eDdbt6MZbYoKtu4Xa8X7u/v9V5TVQtp18DUTS0W/aJzvW+d13o/SylRa+V0Oo3WrOn7qo1862A0xh18TXEabl2TYNCP3R4ov8cr2XV1+/NmJJFqk3B0FKa1/Eeup9dMxya1Rykd9bHXsQqO+iDVau0zRBvruuy6ve6ItQR81btpqHApqntyN7Eeziv7NkKjxY0EfdPtGGtmbt1alKkycFZLVfedPcg666CxDtoOSinvOkGLUTAjh2nO7H9uj+rwPUtsF337Hrzqxuexh4059Wz3XkcSv/TWrD4Qqk0xAVppLJcLrThSLawtkX3EnR64Clyd56t1Id494ELkFCOzhznqTV+CJ5ek+qysOj7vPLVom1d1Z2kYcKSPtiq1DGegAfkRyNxbrOPB2sFXSuqgVU2SDEABMiad1KpxPq21LhMIAxDZutjSNs6tgbSdzd1b+r7/nrGzKSdll0rZc9JumL9c8xhR2NBA6BHDY1IEdkd2bZXSOuhyMnLjPnn9iofzzBRVm+pcJU7qrJbTHTU88u668vXbr9TkUdU9GmJ4oW00wDPkDB1k2OdRnRZjLF3retgQZ2KcqU2Ude1u7Zwyp95aj9OE8544RWW3+iYjhMBpPo3jVrvuFKCVPvmFhhfNFiy1qrvaCVva1BDkVJtaOitPN1NtKfWQ4Z676d0Ad3q9BW0d9+xB72GaujxAGqlmfX3pYwWd6654z1IKWeBpfVKW2zvSlrlcrrx/914BlejIwW3dBkjKZWc690DxXd5Rm4I0Y/qnaVY9a5cOWKt3D0reX9OuhRjjaPfapmbuc4TtPI+Qb9HZwAYgbVNZOwA3JlLEGO82NqW3MgKLkjqdTqOlbL9nAdwYA9vZSxvnOE8z27LoLOz+nY4cwKPgYACP+kDlHXhp+MmTSxtbC42H8X1qwR6XYjdj7eQKDjfGHjWncQjWYiq17IDEuX1nXMwdqqPEfAijhVVbpXQ2hy7GVlYAaPvYNgMaiNBaoTbwfm812pD3Hfy4Duh27SLodAoNF97T+g3EWs6htjxXjcnpeqvgA7VEioPmdOd/efMenyemeIc0OPmZuxjhs3uW63tyeMU5OKKfuFwWcI3UFPRt1wvzXCkU3j89dS1jHBolmyuK6Dfz3aySe06agTbp7St7UCq41V/VVrinZWXKar0x3FRjz/r8UjrzJ7wAPMZiTNOkky86O2Ys8IgM6iHFpSqYLTfnIk4TroNrY12a/a8zcM7MQlhOpX4JZQrr0F+6BuIqOAWBrRQmJ5xPkfPswVcuseCmRguNQiHVgt+E5ep5flp4evWuv69AzaStvIgECT7ouDQDgX0jIaj+MEwT03nuLE8fNeY9NWcyjcnF4UzNuYATqtOcv5R3NsrW3tDkuW5CaKZVbXjXhmnH2F/XFMgYYMY7qjDimnCqK5R+/KY+X9k5R+hax7QpKE89gLtUkNpYlyvPT2/Z1gtIo7pK9RV3CrjiKeuqbeBaoTjuvvg10te/j9wFTt/4gk/8HdP9F5T6xBTPrGshnq0FqiDz6emJu7u70fosrYzz3ToYrlVH4dn17YNnmqdh9DBNnXOOeZ6H7MO0jc7tOX0jM7SvaVvPCuJ09F7p4HHqozBBW/Yh6KjEjLboty7XsHvKrdykX3Q6peiWzeybWdsgi3O4GMaIzHHNNshrYV26FpQeSXXUR18HADzqg1QplS1teBdJmwmZu67Jqx4G1CFrN0Wk6+8F4qTsh7UH7cY9WoS+7eChm0Vs9qu1cqxV43sLLXT3pN2wa+2zV7vGxtpFdhVYhIvO9+zO3s6SSf9skEc70Zgwa/dOkx9tZ4tZkK65rrVCVfedOil7FEvf5RsDVRssW+VxvuP9uzdsLjJtK+nyJa9DoYYKUlne/ZjPvvgVkhfWVGjNcwqC3J3JXCklk/KqTFHOELoJQXprF3obKXfGaXdreu9pfeKDapymwWjUUnvbqiBBx3hZe9GOoZM2Mhxba+rSlFtN3u6avmVphoGjgwlzN5bOGtsD+lb7ZODF3J7WAq6tvnhY2ntZGfOKsZSlUCu00hUAUhHfmGkUd8U/nJB3IKnhWiNWx/r8TJsBfGdWdfJECIHSzSq3+kYDwSmV3uLzxBgGWLhtTZpecOjXGuRc8EEdMee7s8ofzPRx0wq039VV1cb10Wi0onq7ZK3EfiyUcUq4zkIaG3Wrff1ZYD7a/P19vfPM3YxRevs3Bo80IafMPJ3wXiePIBXvGtSEF1iyAuZtWXn1K59yepi4S4/MovOaT+cTl3VBRFlO74R1vSI9EuZ0PiMSxki30nW41ta3NWcMmn2nZVlerEkDXbYhGaCutuHMNSOHzkHeWNeVh4eHF79Xa+1djl1Ksa4b3mmY+q3RxDtP7DrOWiuppP2a6psqbf8WUtpd9dMUySl3naBOfVF9n25w9xgtjeS5PD/z+PganQt0IMCjDgB41AcqAznB76yY6ux8f8hra1fYM/iaQC0axTHmZCJD06QtqTLaLhrJ0Ea7r7T94eec9GgVZWdsDJO1dVtVRsR1UFershAyOD52kNL2GZ2t7VMmNFripUYOFMjJTdaX/ll3/5Yez+EduVYNf+vHR2/QqCmhFmpp1OaoLvDmcmXlji0Ll69+zON95W6qXGtiAsrTT3n44hu8Wy/g7mgSoWzk9YqchBg9tSRq6/qtPpvVHk6j3W1Gl6pTQgx8OXGEGLoxQH/Iu/38xBDIXeivLsXuIu1RPLXtERVmjjHQZ5lmuc/09c6PFrC5WW/ba7c/U1tFmrx4vX6Gkfby+NvrAQM0Gig1jZieCAWyJVVqbrQCuIbziXuXOc+Oa1u4u/eUrZDXjVoLqWXamilOdVxPT+8RaZpNGGc1KfT10Ub7X8uHQC3qkK09Eij4CD3KxphrBYfC3d1ZN0L926acccETRKNRzAylETZrz/RjBAob4EhN5zn7oOt8xKQIOK+AZ8t56AJtnTeLzenXn/NuMFfTTUD3cKY6NdrghbJlLIJlXTfV/rbKHBrRNZoXHu4eeJef2bbCWq68ffs19esv8RRS3Xjz059y99l/wdP7om5o7/DoNTnLPDRytrkzHZ+1VkMMlFxGZl5jN5gZQMs5czqd2DYFaMuy3MwI17zIUMNYk7ZheXx8hYUzC0JGgfEUJ4rXwPtt27g7n8e9ze4P1uFQxrwNbaZdp3uocyKE2K9Pk9HoxrbVRpM+j7gWpnnielHnfYsBrvvxaIYqDxPIURwA8KgPVAajQpzIz1ecaz3kuVJbb5Xc7MQBaHuMBOhEDzOTtNZosmvS9lYkwP7wzyUPgCZOb/6jjSm77kZvwivO9fDWtrc5i30mJSnHe9rv68NBNYsWKGyAQjqCM3ZJ32+P4/Besw5bdwe7ZnpBG1PnQNQRGEJQoBYmcptZUsWFmbr9hLRdWSRweV+4i5mzd5zKlSl9xRYg+0DwntN8YmkrtRVKTdSaqa5Qc9Z2cHdES2fL9Gg2pjANLR0wjBw2ocD3wF0LsG1O89TojKrlOdLoTOZLx3TNCjprrTTXxnGsre66rbqzeAa+b/9f0BbvdjuBpOy5c2Mt9rVxq/VLKb18rb5xKDn3aSCFLSdqSlDVlDAHoXz9Ffn5PZ98/m2KC6ST57r12cmuAq4zais5bzqvt5nTO1JywnVwZgDB4ohA41NsDelYPQUXMcSbtm5T2UAH1rna9WR5lTa9Rlu4wAs3t10/t0xY7RuR/Vj366azQ6Zb280quwlB2cA+NSYXntPz0HXae03TBElHr9nUH33/gvjcM/4yr+5nvk7PGvzcMiHA5ODy9DX+euHV3SNp22jM1KQzhO/uzjgHwTu2tCF+dx03NHLqFmBZULNN2LAMw9v1dblc1BWdEhZ/c6t3NfBbcmE+zWMzoWtrX485ZYKEFzpAc7srKx1Y1+UFo6r3lzI2Y8OVLm5MDFG2futt4B42bczrDUurkovcr2/HtuUdlNPGDW4fT3nUx1wHADzqg1RtldBvlt476LNcndN5tOb81WHzSRkj2HewN+0mePnwHkClP7QceyxC7KxGLhnftNVsD3cZujRAHKc4jVand34wIAP82XcZwczqfNTsQP0crsnNZ1NWw8CeaRutlZzSppovH4ZRBEz0vwddt/F9oVSh4JD5jkBgLZnmA08bfPLJt1jzv+cL54nuHr8tfOoXUnlPmx+pzdGyjapS9s+iWdTM0ttbvb2qo/Kc5iB2Eb3NYrZpHMYc2UPQ3I2lqL7TWt0aFQIhugEil2Wh1sb5fBrmjFuhfjUg33QCS3P6QFPpZBsA3UDjcDTetB3tMw+mqu6ttbF2OijdWdkyWm/62RUQhMkhm6NmvTHONH74/T8gXt8wfW9j+sZ3mefAUhfuijBLpoQT19pGll2tGfGN1grOg0PXQrZAZhqIR9yti7zPmNaV/4LFtAd86WBBnDDHDhCC/nnzTY0QpQ4NagxxHGP7zsrOOkq2cG0GoNf1mpnPGiXUkuUJKqu0buuIS9Hj6lgWBT5BwgvQvZ973eSk1HWBeWXd3nN3B2uqPNyd8FI4RUixgmiQeXQz8ZPPWd4/sc6B1UdKDbx//8z5/jvkUljWK36+J84zW9bj9fx8UYMWwjRPA/SPMPPe1rb1N9rldQeC1omIMY72sK03baVqxIytUTNyGHNtZrUYJ1LaRoagpRnYfcXuF2Y4kZtjZ+9x26Y2Gca2rYNVTzmNjE7sWpS9ezE2HN1UpN+nYSa0o446AOBRH6RKrZAbtV6gtSGspmnLwpiGnIuyUDcsIDBy40rbW3bWbhyO4humx3XXoGnIzAV32161Jsdt1p8BrR0g7to2a+Uie2PYXt80aNY+uWUQbDdt49Wc647V4Hsml7brpOfWKbApysQ5QYrdjQXEUXA08RQnRB85nz7FpxNfPidqc6TLhW9859dY3/0HHueVH1+u1Plz5ofPQXSmca2l65UyfurGGtkZktrBE611XqDtg+rN9Cw3LeHeltrPG6qF6zNurdK2UVDH7S37ZL8buyHl9txaXMdoq3c5gQG0ARxvw5V7xpudA2MTb4HqrdPxhfP3Rn9oBp/aGrVlbZvrQGt8Kcwp82mAkDZlU4F6eUO6vuPxYeL6+ltc7dx35hDfaFQ99j4oG0Pon7/hXICmYc5Dj+YDFXXSD5d0B6408DGybNvQy7bWoBtjEHXT23cz000MESojN9HKdx0q4pCmwM82MbfMrRm17Fq5XK79WtPz8vj4OKKGbsGqgQ8FJmo+qiXjPTTZiLPOVH44nYhBOJ8jW1m5y4F3796xpIXwcE/41uek+QF3PpPfPhPczLv3T32D0Vi3K85PTHHG3LpDtlFVq2ptT3PogoLeaZqGQcuOiYaH6+9fL9dxz7ENaM55tJCNSTQmztb4+e481qgII+LI4mQI7QYs1xfA0FIKalEGdV1Watldy0LPJRQZ0gFgsITee1pqPWtUgZ6ZRRSwX1Fxs005OupjrwMAHvVBKojOgY2ne5Zl7ZMOAk0g1UJuygxKvzHWBhaIbDdE59yLGAd7CN4+ULzTofOqIex5djBm3ULHMKKO3dwnhOiNvEdZdKG9xsOokFtBZn2xM3bdYamyIrlhaejt7N0hbMGvYZ6pOWvwMmr6SLXSSsE3y0LcY0ByrrSOuLp1hVwihUDLgrRCnTypRZaUeN4yn9eVzz69490qVAkQZ8RN5GVhBhKAD6zrpjNUt0Q4RUrN1Op0tJhzaiJQSgL6MXTOjTmqBiYMYDVpN9M7KjodwkKZ+/SBnDSou+sClRW1uBF+DvwZ6DMgdBs3U3uWX9pWfIxjhFrLBd8XkbpaO9hvTX+mVMR7WtlbdxaJIb0lX3LqWsWizF3pYwBdpVSB5Dl5TyOh0+Uy6/LEmj1tueDeLtzXhRwjYX5FbYnGSq1r10SquYPShhvZ4Wm1sHVg2BrU3o9PNWNj3FpTRs/fxA2ZtgsYbdjQmcEX4NZrq1OBmTJwt9IIXNd7dqYoBE/rxgSAtK16roF5mnTKxLpyN5/6vO7Guq2DVSulaAg56HSQzmw3QDoorK31HMxCyyuf3k2s24R41eRF5/nGJ/fUfOHpuZCcIK7yje/8KdoGT/k97/v188knX/CtL36Z8/xAKZou0Epj6xNTzndnnawCpKbAyNgx0x8DQy85DDRVN3U5ZQ2Tdk5zEbvMw9hE22ymS2LdVk6n04uNjo2Js42jBtz3EXyduTXH7zzPNzpXGf9vJpNc1M3cFpuCVEcHw6Jgbtlii+Ax/a11QGx03+Vy0c2v2L3mqI+9DgB41Aep1irBTwp++kQQEQVAPpxGi0QF59LDZfXBYfMtq6tjxiXsAn7QG94wioggnZ0AhpjfHp5qRug3+uCRKgPM2I3ZxPLeazJ/CArmti0h3VVnwLO2XWfzs5/JmMFSskbJlIp3opMKUIgY46RTJTqgoWlYtX5m1x+crbeCHa161pR59eoTyInSrsx390TnqOnK19dn/s2//R94fapcc6b5z1HcnJjvZ2S+Zy0XTucTLtinUPAZgle2FobL0DnHiKm+YclMWF9rJeU0MvzqaHtDzYVUEjH2kO3WRpseQNgfXogCHmN3BRnH1f7dzpMxVsaeWDvR93a0MZm35XrAsn2G1tSItI80K7SqzGHs4+Q0x1FzDKn0HEDHFE4QI26O4BP3d59wnR/JzrERIMP6Fop/g/tUoHpKTeSSessuqrMTIfiIc6KZdz6QenaiTlHpk2fM8NTLGL0BHPL+PW18mZl5TGNm7JcTx935jlzyYOVoUKUOVs+MEDkXzd6seuw9Mo5du1knl8tFw8Q7cLG2pHMOekTKaZ6GO1Y1jam3NnX9CBWHBmXXoGP5ak34ScjbMyE2pvPM3eMDwW3KZCcFcKU5Gp44zcQwc31eiKd7UkmcfGSeJmrXrYY+HtDuBRrPpCaQOMWhETbDh/eeyh6onW9A9RgP2deSxQ2Fm/F7ZrS5ZUCH7q8bOawNbO9retiRT2ia5W5i2c1t+z/KpHbWL6ehmT7NJ7a0cT4r+A3OUZyav1ot4/7y/PxEKRs2S/qoow4AeNQHqdZvaHEOsK6jvUFl6NBMpAx7q8puskatmSZwN3DsvYqR5Xcj8qbBunXWxXmodYQz2w0dA4Ri+j5tUbfeHjG34/gudGdvAxspV3sMhOn8YJ8/SweGDYhTwNFYl61rb5TtjNOEw42fMwau1Xrz2Xa2YcsrT0+Zx/sHWj2RuujO3b0mhzPvU+HP/Nn/in//R/8OZOZ0PkFurFvi2q6EuRGiw3kBHFV2l6Tr7Kj3FlpdzPvygvXzzvepKrtebLRzceR123V4dW+XK2hu5JR6e3zXIcGuG7T3q6WSWx7ntLWmM6VFurtYdYKls7QhaNZZM/amA1nBph74YQRQfWftjLI6sVPOuFZ3MwT6+z4Egnc0LywU4mlCTp7ShLVl7s8PJNd48jO16FSKKRXW9EQps85ClkZ0HtevB+dtzKBtGPbYm6lrUmutI7bEOQ1TtraeuVFt0+K9ygoM5OAY4NnW5G3L1xzXo8Uuu/Thtk1qrU6n3VXVr1bZW//VjXU7dIkmIzDgjwzXqjH4uukTovc85YS0zN3Jk69CdepMF9+Yz4F2WXl8dc8nr+5xecVTQBytwjw/kGvonycSpeck1sZWNjWMOY15MRBnbF/o2j3fzSLBhzH2DRixVSX1rEYD5TdGI+/d6FAYKJ/neQBCgMlPw8i0rhsh7CMVSyls69bDwQM+OGra5SXbtnF3dzeuAbueYohsaRtj5/R7hKHLtet1nudhKik9gzF3l7k6xANSCyKH+eOovQ4AeNQHKRM1q8Egahutk0+2wwUG83CbW3ar7brVZ91Gd7zQ6/U/u40MAZ2HazOIrcyQYE0P16Nk0qbBybdjyG5ZPudcbxdWLPfPbvauj9iyFvbQN5ZCzlsX9dOZQM+WC2lbOyhhMJzG+tXuvm03uh797JXLsoD3RAFHYT6deW6eTRo/fL6yhUeQE7RKjEGF55PH+QJ1I6Urp1movVUqrdFaP87WJuomBNA2sIEDjV/ZZyIbGDCwHGLAuX3mcM7dyFIKqnXznQ3qzKoTfNev3ZpvrNV562YdjtLWcP1zee/IpWs4+3kUp6O2Wqnk2ti2lbt4r8e1/y5td5Gb6cRWhUWwtFopKVFKGkaOeDpxevWad28Xvv3L3+Q6OR6D401sVAc+d/CFsms+6BxWpkaVgkiltoz0tRW8I+VCE8H7MFy+9ea8O+cGk2Ntx1tQpey2vGC9a1FHtWngatURefZ6t9/dNk1DP5aVMfVOY1Bc29mnBr1t2N3CcQchummqTH18XAyhM+GlO7OFrefSlZQoacNJQchQN3XHI+SadXqJ95xOgiPgaiJI5RQC768rNSfWtdKk8PbdW2otlKYSjNPdhK+RNa+jlVtupCW11JHdN6Z9xMCWEpfrZRyjZV0U2EnQbEyLkjG2tlTCXXyxRsd9y7vBai/bwul04nQ+UUsd95kQwhiTd7k88/j4qEA7pxfTjnYZBIOhtAk6oFmQ3ADctKUOONcxcYfODAsyJhHdiv4MtB911AEAj/ogVauO9AquR6yImgNyLZ0BbEPL5LqWCxi6mltG8DZiwX4GdiD5wuU2WKDeRuzTQKDf4gJj7Fkt/cYomkkIu0h7tJObIFW6xs1eZG9tguWK+d6W3hBxhLA/YJs5oamUsk8psTJdlN2cS/98yM64uOrJZcUFbfvMrlCffgJNmMIjz9szXy4b1+Zx84RrNvas0Eoi52fcY6blRJKNeHdGvBB7Jl9KWdtitUGr0EH0bevp1hVsdetUpDub53keLVpj2mwE2B514V6ALgMmFuNizIe1zgyE186Qhm6mcHV3Xdt6cV1rNRjG/gBsWHxKh/9NQStFqDnTbkYL2tpw4tQM0jIEx5/+r/4irbzh67c/YFk3Mg9c85UK3AWok8fdfcZ8ekUrjeCVcYwxgPPUqqYic1V750hFsyqtlOlT1nlZVmJUl+dtQPZtJpy5o/cLRGcxAyMPsPX1rqPa9jzAUnrLt7PxrTUFi9aar8qkOh8GsLlerjSUKXMiuL7WY5Qht1jXFR/M7d6d5j6wrSuORqvK/sXQOM+O57ThPMzeMUWhpQ1qwhGpW2I+BdbrW3JCdZjiySUzTTPrsiI+472OgQt981lLRSYhOG33jo2K7JsWOxYh+OHetbVkx0jDotV0JF6nFGk8TPmZ+Kf9XBhbZ2Ylvacp879tGiFlE1WM5Tdg6WKPhIlhMJUmZbCw6XLdN8qtB4zbZsDYwGFWWdZhcPJBI6zMaNWahsYfdRQcs4CP+mClDBNNhutWnBBjIAQ/drCmAwTGJvS2tTiGmdvc1xvm4hb4jfZMfTlP1do/etMtO5hse6vGPodNM7Abccl90kR/aBoT5bwfwbeav1b66+exmxbnBshzon20nAvS9jwyM6YYs2YP6zES7JblbPrwXnvsw9Q25OnH3Ne3nGTh8bPPOH/xTeTuFS5Gpig8Pt4xzRFKwbdKSyuuVXx/IBtL6ZzrgERNLzFMg4F7YcKo9ef+247dtm0KmjuZYDqn/cHVQX0HWaGzGKPFVf7j5+02i9DYutyz+uznU9Lw8Bin3u7f5y7LLVvpb9YcDHa35Kz/1KptshstV05b3zBkLsszxEAg8OYPfsi0OSaZkccH1k8i719FllcPXPzElkEKSC5UKmtJNPbJJLf60RB2tme8d2d05nnqrKwMoHAb8rxtGzbdwwD27YZJkDFNxOJxBksuDPe6tSql5/sNtr0LQ9WIskKD00nn5Z5O8wApY/PVr9d5ntXC1HWiljunk2g2Nb9sC5REdBUvhVY3vCsEV5m88Pr+E87xTN0yab3ipSFkSr2Sy8q6XvnpT37E6aRRNTrzWM0w5phOqZt5OniyDYVzbjCBy7K8mJZiANBm/do5s59JKRHj1Ce9MHL77DXtunVeZwvv9yjP9XLpxg79vCPQvh9jM/aYXtS0yTT6eVQNrPeBu/Md0zTj3B5gbWyksX9qZtHxjA36OMw6rtmSber4UUcdDOBRH6g0+d4jTmehNnTygQELA3Mv9HY3D+ufNVi02nQovexRJLCbE1JKQNc4caNvwoan3zY5djATYmcIu3av1r0fKDc6PG111q7/0zZwu2lJ6w7f7SDpFrSgD8Vp8tTGYKH6N+tspX2EvfVru3ZotFpYrhem+Z7L81tmecc358A8R350vRBevSa3wnQ+Q8kEKuu2UHMmPb/lNFXupxNpW+DckKYRI/R3iCGQe95hyqmPBuvTT2DExAwzxs+AslZ1jrPvzKGN4dOIkh7T0/ocWbrpRejC/55X591gYKxup38M2UC4HfcmIzy6dj1gZXd15lKQqmYbM1KYwUKPdWfJnKiOsFZtj6PMl3iP80JNGhDOsvH+936PhzJzV0/8ZCvI+VM++1O/RCyZKyvFeTye63Ult0RpBVd16sU8+7GhMFDmfNwnp7BH8uxRREIqhSlOalaxkYXSA3ybgZDdGWIskE2DoNFZU2FZl91Rj1BKpdWCr57WWVGdD9zlESmNjLzhyhcGgDfWfNs2dcx21uvW6JByHpucFiPbCuf5xLOHsj2zXJ9pIXLvIj55wFGuC+ndMy3csaYVmT1+cly+fkMtn1Fr4e3TlwqAwgRN2NYV8UKIkS13Zrlvngz43XYQ7NpVRq+OKTXWbr0Ny85bHt9ZAWJnOr1XTaA4tnXr85N11q7z+0Sg5+envjFSt/at0UNB5a7jM/Btm0QRXrDhCkS3/f7Y2gCUpnv13nN5vlD7xBP93PuaKjmzblfm08TNDemoj7gOAHjUhylRwBZ73IRzntLbcP5GdzTm8PaHtAQZoMoeiPawG3ob9tajKtF5wVgYQ7UzVW0wKMb0DfaqaO6cYBq8Nj5bsWw+2SeA3I7wqrUM04j0h7H9rD10dyyzm0XEeW0fWV4gdd+t93alZSM6geAFjVqbkNpI29es7Q11Cnznm7/OH/8P/x/In3KOGteRcuK6LNQWaHklXN/z+elzHtyJnFcIBepCbhHnPLk0avO0zgjGEPb4FOc6W6qGhWG2oSlQCZHoHGufQarHQtklL33cnRNSLcQ50hI0Z4YSjcb5WWbLjpOBOJMIOHFc1gtrZ2WmacLFQBDNU2xAbjrYvvX/dx3gS8fczul3HGBWeuYju/Eh59TPSWZrjlwLuSZKDbz7wx8T371D8sLb5y+5fvZtWog4N5PimZonXFlpybE2WN1KmD1SZvw8Uxt4L90h3plga6OjOXzaepY+YznrEm8QnQN0jS1p1VZ3B8BSZWQr2voeDta+4bAYnRjimILRaiM4y65sLOtKEKdv2AAvTOcTOeexybINWtu0bTlFZSlNtzb0cjesmfc66i6VlYJOLylLJS9vO4D9jJAW7p5/QH56TX31XS4/fcunufJVfoL7M/IpJH+lOgWI0QfOrx9xzSEEamnM00wMni31cPEbQ8uIbNnSi2t6bAY7YJ3CNACssvN+tFaBbizRa9TuNzTNVwxRtY8K6DSW5TRrbt88zVyX63BGD9kCugHcNg2KHvcF2xD00PxbbbRdH3aONei7T5XpG+V10W7BsupMaueE8/k8TFzBe7w7HvlH7XWshqM+TJn4vGRKFXKpSJ/8IexaO9vlGoMhouHAZj6AfWyX3YDhJRi0do2xRAP4lYLJ1aTJAHqaP6g771LLmBYxmD+vI9skSwc9ANI1O/b1+ki5mm+0WZl9rJuZRPbPO3b2rbwQYu8TNcwIIaScRxvH8sOcBHKG6E9cngrzZ9/gq3cX1uIJLfC8blzXTN2ulLyyVdiu74l14Zc++4Jza9TrArmC84jzQ28Yo9Nz1J3RrgMzO082OUJdyh4vjiJ6fJzzXUNprG3X8Y3Wbh1gZdsURFRXB7iz42cPs5eTXlAg3kOzTUxvGwKL6Lg1TezOydpn08b+gNZzbYCyic4Lht5ea3ssijrCGRsHRLgsK++envlGvKfVTC6BVAKpTbjpgY1CXq+s64Kvjsnfc12u8NiGFlRk11bad1ZWytauLgsD8mMUX//89jt2fIZrNG3jGgghkJMex5TTYJmGCaAWaqpjkojl0In0aJFaMDVQyRrw7eRlzlwtFbyyUjYesNFwmIFI18a25b1FnbMCFJt2IZ5WHTRPTIn69U+gXUlrYeGeZbmSn55xr78g1UYoCYmOUivresX5U2eOPduSibEN9r/WSujhzq1pJl6MqhFsNPJaOJ20PZtTHmMNrSMxz/NYX5k81pXpM3OPQRrSk9bDmrubWAFvJcaJ63Id7WHTx3JzH7F7m+k0R4B1bRoOLjszrppUSyvYnc12j7T1uq0by7owzyeVEpxOGiRd65jEsksFjhbwUVoHADzqg5QBudKNErUUHG7M801ZgYA9wOdpHiBwycsuar55UN5q4m7/Dvad/mAnhrasdHcrXRd0wyC6Xd+TtjTmnZpuxpzM+/souKu17E7Z2gFTf4gro7C3mLX2dqkaRfaMttaPjzGEe0aa/p4+LFrPrzOH84w/fcLv//grPvkEwvlziptwYSa9f0bSBU9CWkMksW1PvP3yh3zz/G1YNsqW8Sf/4pg553B9eoU4my0KMssID7a4lm3tM5RjjxRBs+hMa2YtdmM6aumMnvPMXeMEe5ajq/tnMNH8rSlhtNTb7kq2VrT9zq1JyJgSY1lM8zkMCZ0hM6bWNJCt7JuK2s9z7RrBCqTaeFoSj1yRbcXdactvWzdWv1FsvGprAxTpWewaO69seMe3u3yhh2k778g2o7jqZI7aKrmzSTZ1wswYZrJAdkBZayV3NraxtzeDD+B4YcQpuQyNG1XXnk7ISCN6xHtth6eUhtPYWMfgAsuydHnDNGYD65Wi0yZyTi+u21J0znLaEiXrCMFShPL0FQ91wZVGnIXndCXVBkEI0dN8ZU1P5Aq1xr7BzMynM61H9jQYmZbSNy6MDsQeV6PfoY7sxBCC3qvMLYx0MFhHZIx9r5SSgioRtrSNTEqbPWxrx6Gt94iy7Nu2vrhv6YZpxCKM0OYY489F9Yywbif46Fmee+ZiB4ZOHNXdzh7X0Y13d3eUbvxJ24aIAle7bgCenp55eLwf96ijPu46AOBRH6RsTFHLIOKJwSEhdD1OADN62Mium/aUPeQtjd/KWLXbFu+tlvDnnMKirecdvFhrUQ0PKrTvD1RRvVPpg+JVX+Vo3cxi7xWjagE1PNch8tIUoQ88N95HP5IJ6fcWqnMqzgdL+zfzA/1zGEu4j65r0vAx4Grj9PobuPLEj57fc/f4LeJ0R94yPq1sb37KZ4931OWKd4ElzPz0J3/In/rOf433jXmaSNhcXG0/pZTxUcfVeXE0H8hdQF96q9sHr9q+zvbklDtY66PuukGG/j3M+RtiGM7X0HVOt4L7wa50/aY5Ke3fdaTaPsP21vwzwnZ7q+x2osHQkHYGy8Cq9KgZcxyrYz2Ndqs6gJUZUcwj5FTYasOfJy5fP3HKBS+NQON+miGtEPZWdKtFXe95NyH4PlZwd07rebcwbdtEOCejbRnw2oIUxt9bdmVOWTct3dFsDNWtxlGQ0Ya1dTrYpKisY3D7uDZlkui6szL0qj54W8bDKDJGAY41ImMNV1Ra4XuOXvCOtK6D3sxpIxeNRCm1kFMmVcdpvuNpu1Lmwt0nr9jeC/HhU9b8Fc1Da56UCuId0gOb4zSxLHA+n8E5pKjkQDqgGu3dzqgPoHbDoDb2drWuSU+MjDU2z/Ng2XR++XZznfsxkg36yD2BlhvLunA63/WIFgWJ4mw2uc3M3u9/ZuhQU8k++jBXNSm1numnClW9v9Uet2Pj7ewcg45ilH4t6ppTdlINIOVGonLUUQcAPOoDlWX7iSgj5Lzmy7Xad7PsY5ikyj7/9YY5say9Ec1QXxoEYM8A/FljSOsP/crOwrWmGV0GtkbbDTNetA4OFfC0/tmVhSq9Pbc77W7wZn89blp5nfkcIdb7zzlnIKCNG7N9r1vWyJidOE3M9URqCjBP0wShUuM94PGnBxxCfnqivf2K12nl1eI5t8gzgXj/GbI98W/+8N/w6lf/l2x1ReQemiPcPCANnNTepg89aLtWM3qYhnFn52z+rhlBBKHdmGdaU0DluubsNq7kluUwnVVO+caVfAP2fobhsLKZ0Qh4/Fg31s619i3sBhUdYXY7/stpTEvXMHYMvm8qaqM1oTlPfHjNV3+w8GkALu/Jp1eozNEhtWBjvrzzpLQpk0rrZowejWNGkwbLsjCHqDq6zj7X2gbjZC08y9SboteHPrt8wsKMx7US9lnKdpzNFNJq43Q6jQ2WOVg9CnrUya1yhxAitQOPwcjSBljNOY9jf2vYsip5j0nRz+BJSfMw53miLoL4wnwOyPmB9xfBza+o7oH46lOkeVx8RXITxQlzDKzXAnSARaK1wrJdKe1EqQ2hUXPG9aDkF5KQViEzWrqwyy/SlsaoN11fmXmad9CcNRR6SxtOHPM0Dw2lTVRp/bgsqzJ0dsy3dRmsXykFL9rpGDpYY0drJS/X8bsW/g2Mja5tDLZtHe1k75V5TT1bcx/PqFNBLk9P4BvaDLEw7NAnkBzM31F7HQDwqA9SxsjQH3g56/xXbZ8ydEHGAMmNePlWE3bbSrWbsf39iD1gbwX+LLtkwNKbey///Og25xxNHK3lzsD8/Ng5728Awg3jN9gUi6DpLVtrH/uhjVNNmbFQOVmbV4+WTRepfSQYHTjlonOE1/WKTBVaJsQzEgPEibSuvH16z93dxCxCyIU/983v8u7Hv8fr8xc83H3Kf/+Tr3HecXGN1WWWfEU5wL1Fri2q3sLGDAf08F66W1qGDtA0faXkHrZdqdXAsoLXbVs7iCh4dtbWhPUG0q31n1IaTJ2dxzTakXs+YC11uCutFWy5jQN41hvNZa20CnS2BRSsFtMYdmfy3m42B6a6r+nGnzUl4ume06ePvH9/4Xw6k8OJsjWWXCne2ssFaZ5SutaqVJpUbOhCY8/huzvf4aUz1B0bGygVYWj4TKeqLchpB5ZuD+MeWtqUBzg0d6iBwMHaendzvCB3WYIBFWNGdUOjQC+X3Fk9P46VgRx7DwPt3jmWJY82rB2HWtRVvG0LuazESTjdR+Jnn1IfPuPtkjg9ntlcolShhBNNImE644Je1yFErtvKNHm2zlg655Wg7NE5qSTmeX4RVG6byPPpPEK34aWDeh/11kPHO9A1HaptGlJOI8LldgNj00Xs97ZNR7LZZ7jVOuuUjjJmLTsneD/1TkIfP3czkzgXnUtci7qVl2XlVl5i7Le1s1trbHUbRrZSStf/bazryvV64bqscEwDOarXAQCP+iClMxcctSWcn4htAjzN7cyPPUBMWwS8mPm6t2Pci78fLWLTa90YAOCGTcP0azvzs7OLqm1SDV+9ebAZKPWD1TNt3u4cdGNu6y0jYp+vfwWaOQN9GK/tfWA4iYfWq6E+VDUmUCtUbTGfQuAhCCUULvlKcxPOJabpTAknzvdCerry9PUb7uRLzm83vvm9v8hX5d9R3nzJ6fQFcf6MHBtvyTAHWg2kXChlAxRAeLGwYB0bVkykrpzK3o5vTT9317V578GmK/SICVCR+jTP2oLssSfS9OHUOkimarSKxZXUWl9sAm5zBI35mOLElrbhCv5Zd/gw3zjZGUTnhgtYnLb/ERmRH957Su0AaKw9KBJp7RmcUMXhpFFCJP7K/4KHyVHcmblNnEphLRdy3kilOy7bHRXHWvUYC02/f1QTAc5RSmeJaVRpw5EepknbfR3EVUC8Aye44Ek2Jq5PoGko02NTPOIUh8jfgMgAO13nOvSHKel1ErrZpxtVGlC6PMB+1zSfmn2ZEc00glpp/di5JgN8KGDv4BtR97tr+CB4F6luY6kLzUe2diW+/gweMj5CW3oeYsu0sgKVlDzNBWpLeBdotdBcorU6MjnVUV2Ypth1dX7cRwysLevyQjtai66l3COe7J5yOoXBepdaqNt+nccQX2hoc3cdm46v1YZUHQNI7e3/dqNN7u32aZrGDF/vA3nd8P04g94/XPDEKeKrtvt92L/TkMI4Pxzt+0QZ7TJ4H0hpUfevWCyWjoPLeYPWtYhHffR1AMCjPkw1a70pi1KrAaM2bli2K73V4pRaCLLrxIbG67Y1ym2Lsb0AiLct4dK6+L8/WE1/o62bXXtm9z7T3ojIADRwG+ViDOAOEgxUGAOlO3I3NFugkSTD9dgapbSetVYpbc+DK6WHULfehiyF0Crr2y/53jde8x9+/BW4jOQFtswUZtq6UtYLzcPd+Zn07sLzl894P3F6vOfry5XiAnI6U+XKZV3xbsK7gA+TCvLrPt7OSWcFnZkUQI0w9EkldZwvcUKfMDYegD546qZROyI693gI8WPU79Qfnj5E6s2xVadoGWDwFuDfZkaOmCAaru0bBtMCmrHjxfq6nfHcdWv6Oj1AueYXo/dKg1yAVsm1UnJlu17xd5759S+xNB3NlrdMy5pzV1vuTvFMTjBFaNLIOTH5DDWS84b3U8fRgqCMs8a0GFPNrnV1DFOM65o3QRlbc2lb9EjOutkorQxgArspZvx727P+jDVKJffZ2pC6SWRE9PRZw+J3bVnOGY85m2UwhK6vI20bCylplJB9vio6ni/lTGkbW9uoOO7uH7nWQmsb0U2DfYRCcNAkkEvlul6pRIILII6cFzWtUFiuGuiM09GLumZyb8crKIohYlFPwzgz9Hf7mmmNYZ6Z4sTa1sEom07ZyjndiKybOoCnWSeK1G7QSD0bEGGwzrR941JbZV1XzqdTZ7d1M2itXJUl7Jpocy77EBBx5LyRWx73UGNlS9986lrR9RVDJG0bpec50nYT2lFHHQDwqA9TIkNzZRo7RJkZZ0ya7GOprB1oLmHTx9gEEGsF3wI/K/v32zZYa8pBius6QLE5rwoUSs6kvOf3GZNkWX4KdvIwkbQX2jX9HTUn6N08aJNzaPv0IxXM+GH/mPg79QdxSll/Xnq7u1RyLaScySlRU6YuK/VaCOWC5EIjgnc8ff0jpEL0FVc3trLx6pN7fH3i5CNf5ZWv3EK4u6eEAC30qJduBHCVGKZhitmBrgJ3Y9BGW9fOZau05kbL0nk3womlGEhXIKxsoHTwkJEbcN9qY+saqCmqO9iHfdrLrX5rMMK8DAK/Zf9MdmCtrltdZS1lTIJQIGizpbsuqjQ2W1sGvqSzxNDdtBkplfnhxPL03I+LkLZMyTpFpLoec+RV/7qlCzYGTMEmIBY5w42Ld1/LwYeh+7NWoTrVt8H8nU4nNdhY9t8tKDd2tJfpA4dG1u0yirr1MPS+MbKNmZ1Xi3+x97AD4pwfbGnJRduXXffoQ9C4l1IHk27HPScLfq8UEpflieJXxHlcUYZcUIZwWVecKMBd04WcK0hgS5otGZwGP9dSiadIqm6/n/RrfzCfPaPQT55WGlsPXr7ND7X1rmu+M5BSRvg1XTeqBjC7/usAk9b+tePlO9scp+5aNve503XqxXO9KjMXe1SR/t0+v9iigeg5jXb/88H3DWS7uUbrCIvWc+TYug7VtIY5KzNsjOnT8/PP3bqP+njrAIBHfZCyNucAWCEgPlDqpkxH33TayCN7cN86Okc0yM3u9GdDUI3hefGwr3u71h7GBh4tq2zkfJX9Jq5xEf29RLVGQ0uFGQdcZwC7UcKHF++5xym0/vCz+It91JcxbZoh6HT8WM6knBUkdA1QKRrpMU8nvv7y+2SgimddN2RyVAksaaXljbu28slnX1CWH/HlV7/H+fNPuNSV+nBHw7HmzOk0M02n7jS0YfIZEY0gGQ/JG8ZVnNP2FQrsvHOa5fczhIG1uGufIGHmEM156+fuJqvRdGYBba+pq1LGz5pI3t7nVmvpxetGwZiyHpFhxg97jzHyq7Nnqeuq9tm5e5SQsSbruo64GHMh6wPecTrdIR7WdSOEmev1gnORXBYFkV33qTOQU9eCVsT1zY3Tv5dWEekbDdnXsn1ukziMqJoOzIwFNfbpVovXboBATllZqD6NBfQ6W3sUiRPHsug0kIZO8JimabTEBVEmsSoTbC7leZ5fsIktl2GG2LZVDU/OcgBVZlGKzrZOKZG2NI5tbYU1J655oVHwcaZer7gwUTKkrZFzxYkn10ZpwpoTy7aBnBBRN370M9u2scrGdJoprTJ5NTTN84zFLhmblnNmitMAfAYAQwhMk25CjOVzXjsCtv4s8Nqcy3adNHaAG2Mk5UROmdgBaNo6KHY9S7FvkfR9d6kDsm+OCwyTR+saSm4kMaZvHpvnG8bX7pnm8o93Z9Z1I+VECJEYKyltxGni6elJrwP2DfVRH28dAPCoD1bGStTa20piUx607UGPi0A0N6y5PlaKnemxEXC3IA921u9Wy3OrG2ytUVpFmgIPAESQDhqUIdpn8ho7KOJVH1h3xoTeBi01U+t+Azb2Tz+HYKSkMj0V55QBsc9p7mObltB6PMPtd8mp0IoyhxVoLnB6/Iy3b37EUu5IPjIHT3MPNHciTIFUEsv6BucfaLFxLU98+dxYHj8nC/gGD3eP5Hwh5w6aKRr54nqYM34AqFIy4nSmail1nCPvumP0ZlrHz5plzOE8GMFbrWapFNOK9WPsvNvBYtsfrNbusvVgr19KIZNfbBJstJq1xvbP4vp850KpabRd99b87rZFVPT/gl1u1nJzCJ5agNxoQUO5nURqE2hCyQpYCA3nGyEK0wnEFRBtxzk/daG/hybUqmaUVNuIA6ExnNCm47IWowENnd+8M3LhRjPmfcCfO5APXluQOVGbAjgD0oPVQgh9TJpJM+w8GLhU5ijvOXldu6ojzBTc+B6zoiHbxnYrm+W9x4lQc4HmWbdKpZFyIVVHyY4YJk5nBwSW60ZKji05GpXJzVy3Si4N5ydSKUSnLc2c0tC16fWt1/O6bTRg7o7an40QMrBt0gFjU3MPYEcgSkQ1dH3iRlHw+LMbztuNaGvqsp5CRNqecyp9/W85gfdGsusx7A5kAZx48I7oVMfpQ9DzW+qI3rH8QvvstxvL5bqMiSe55J0dF538sXZtaEragdjWjZ/bzR310dYBAI/6IGVhqpWCuACtKXgIO0iwiQwjsqO3UG9bcAb+7EZm4CLE8OImPDLz/P5wLyl392Qd+9taq0656EL20jVp3qm+ysDGMKD43dHRmmZuKYDVm2qtZTyoW9fTWNvONGa3n93aqQpehNrZxFtdmxcheI8LgTadyKd7vk4Cp1f4MBGCR9yZvBUoBcpKco11awSXqffClxtUf8dMULF380zzPa1HQQh9lB0mJGcEPk9h7u0qm3xg300/n4E7a20OMX0H/CNncbSQu7GgNVx143lj4MpckU4cRcoAL8oevcx3tPN9K9a/bQPb3/s+I1dEdFRY13Pqg7oA5uLuuj+3M2n756tDq0VfM95H0pZxkf4dpUsJPKfpjiIZJKH98azMSquqfxXbAGT0yO/gdrT2vB9za+lrzPdgYAt1lhs3eoxxjGjz3rP2CBL7rmEOhHYbiM0+aWIAvH2UorGLw2DQI2lu8xttDc8hULpu03Y/xmrlXGjN7+YEu65rxYvKAUqDUiNLdurmRdSR6k9sZWXJ+nMuRtZNaBJI5Yq4CZxex7ZudazZruEztjmXQsu5M186CcRy/YY+1Pmx6XDO4aZ9Q2JzkO27ZVGHtYU1X69XYI8jcs7p3N1aOcWZdV1Gf98AnIvxRYvX0fMYveZslpxo2Izrgi+Fqcc1Xa/XYZAymYzdS41Vv50XLM6R103BcTd/tFbH5B5rCcPhBD7qAIBHfagSiFNkS7VrAQsxqtuydh3alrcXbIw9oAzY/Wzry1odt7rAATycp1BG+6mJ6BzYplvtnDWQ+FZfplEmpp9RUGDtZvuZ2h2rhi806Bh9sIsjBD9AnjELI8IBaB142APJuV1vZ1o0m8OqD+WKq8Im4EJE4gRxRu4+IdUn/bst8zB5JldZUyI4kOnE03PikUC+O1PPn1KIsFUyK23yuCr9sxVtSzrXheTSwawyVVWkuwR3xtbaZd45cnd+WBCt/bsxeqW+bEnp6yjg3LZNGTtjc6vbdZsdcFqkhp13eAn0rLWrYKri/a5TyymPKTPmmByjyaq2ZBXMab6hjgVkb0ELve27A10T6tcC27JqkHbaNOQ4O5zo2iu1gGSaLzTJxHginjy1KejU3LrMfLoj+Egt5qhVD7j0Y6CzZLc9RNnmxlJ2aUMHOiWXoZtcrktnkm5iiQxElzaO0W0b0TZUFl1iuXPGjBqwttBpnZus5iq7Pnw3OClLqJstbb0mzHAxjmMpGgnlPaU2agtcr41SF41nSSvb1rhuheuSCTGylcaWKg1l5iob0Z1UujCdQNTNXCXhgh+WBt2QhNFiFZHBlppL+kXsS7+PGLNci8bbDFDZQVatdcTzTNM02DTxMlzD3nvWbWWaZ67XK7kbY0BwPwuytRXCVjZlDkVTBqKL1L72dG32NRw6IysWSeVGu902U+J045NTJobAdVlIm05h0WtB1/ZyvZKTAs6jjjoA4FEfpFrL0CZ0STmQRK25a8pkb+v1WJfbtuL+Gj0ape3tWGOVhuHDOZyJsJ3X7C5r8aBZZogjxj0cePx9n+hhLkCLUTDQI+JuZrG27kyUkdOnOj/XAauxUj1Qtyorog5hfWDSW2kAKZeb92I3uZTCljdyzeS6KcPoPLlUNSzQyMCaN67Le0KIZF6R3Mr06ae8/cEf8RDvkNMrJN/hqie1BedBJHBNC1t9JrYJ5yZETO9242y+ARnW/g5h1wRO86xZc60Nx3IIgUrRjEC3hz7rA066i7Vr81JmilGF+v24pz7hoFRt8Zpb04C1nQNr09mfhx6JMUZxtX28n7X6vXNqR+5ApLZGTbWDGWVp1WhRKG2fGOO8QFUWWEoghJmchLRmwlnDeGvx1JZBKkLBU0lTJcvXTPLriE9IrIQUkOipzVNaw/dWZRAhTqqx0/altuqkBl3L3o151dM8DeCbUt6nSPTjfHd3h0XgWK7fuq4jRJhuMggSXszanqYJX/fXMiNKbRXX25jeB+rWs/MapFrAB2Wq+3qPcSK0pkHg/ZrOJVFb6aC6QnPUPJFSpdbMtkJKCvBEHKlWtpzJXZJRUmWVrXcR6jCGSXWEaaJK0Ba/K7S8Ev2E4FiXxP3jw+gMKFDbs/9etPplN4nYsTazjd13bh22L9y5rQ0GNZc8NkGIUAWmKTKxt8GTzTvvQc0jrBtdl6mWPpe8jc8egu8dlMyWNuaT6h7tGrFxe8EHbKNTuQH/rc9ej607/lXxN00zJb9hWXaW8qiPuw4AeNQHqxGzUHq0Ryu0AlUYN00n6iYVuqC56/8auzZH24rKMIxWmdNB97VUgkjPL1PmpvR2szj9757uhkW2jJ/trJsTNQq0bly9beXuGhoh9Dmde8aa6f5Mi6OA0zlP7PleAM7ap20PJ1b0Yy3tznL13b6+3w7EFFw2fc2iZpF755nnkw58P9/RUiW8es31629Q8gRtYtmuBAK1ZQXJ9JZV78K6m6kB3jlKf2gbyLCHW0q5m0TcYHxCUJOAdxEz/DRp3Z24a/uUOVEg6URw/VzadAnTgtLXg5kWtH23n+/b9bSD7l5t1/yZdtPyFwfb21m/4ONgcwq6OdhHwZXBmpkkIXcTg52X1iDEmXW9sKwLtHl89lyEDEgrfNICX5RIXFZKyxTXt0LiRvah8c3mpjVdZKGO7xi6ccEcwbYmbVwc8AKk2OefpunFcUlbuvlOemxccMNoYKDEXm+KE+u2Ir3daevbWF/n1NgRY2RLOlYsRn18jNGBXmi9zV2zAZ0Or0VdwilXWhNyLmxrpdAoGXT/pNpL7wNbFryPlLoRwkSICobXtOKc8OrVPcvWdXJ0sF4Kp9OJ6+W6X3ulDs3gMN90KYodP8vZu9UMppRGe9c7ZUKv16ua2JweU38T0wMMsGjnLfX7l50P067erudb3aXd+0rX/9Va1f2dy37t9POVc0ZOPX6qg/SCbh7Tso7YFw3n1/tg68a3203WUR93HQDwqA9WJqqn0eMQJmpzfbNp7tq9/TJyxLyyFaZtAtXPTNO0i7c76KLfwC3DbbS4vIJCzfK7ya6TtmuFOjALXplD2DWElgHovQWsqlPXpmGY2Fw1ca2H0+7gqeT8Io5BeltV/78irs8ijsowKVPSCCFSytqna9gNmv4QypSSbhy3yrZJg5NE3iwJ/43v0mRmcneUWRP/4zQDhfPpfnw/yzozQJFvongsqkL1kT1nLmdS0Qe7ieQBdRl2NiRGZa1M4G4t/dI1m6N9a8Bf9hajGROGKadHbdw+GK1uJQL282OyiHMDRIoIHt1E5C1hoH6PkOksScmUvAvmbzWnukHorG4p5JQotXL3+szz5Yl1WSm9betDoEnErQ7/9Ib85X/gbV5xv1bA2zovNO/UmV5Ug9huo3akGwdqI86Tsko00pb6FJD5xiCyAwNjVk07ae1M21jN86zAjL0NWmsdY+TsuBjosHPh+iZqrBkaLurMbtPHmUt468aL2llA39Q4ZbCvlEIqSYOvmzJ9Wyqsm41302OccsG5SGsJddF7WoVU03jfedJz+OrVIyF4LtcLIZwVCDn9nRiiMmVTvFlvuhFptNF9qP1aGnE7PaC5tTaY6XGMWh33rPP5PNZS2hJMfd2jDLN9Vg0/b6O9PgxPneGz4z3YSXZmdlu3YfoxXbE4ITg1gxhwN32gzirf3c1g003U4a4fQNMLNtnw3rGuC6fz/f+YW/pR/5nXAQCP+mAlXWtyu8OtPaQ3eK+sBHsotDF+rfSwaNvJ1jJaWeNhT98p0w0b7IDDBxV/i0gfYt+6RsbYNWV9DKzkcSN2Q6umYOHmu4gjTn1wfGn7FIb+/VrpIGB8V4dN/bDw4f5R9LP111W9lOp1lIV0hDARA6ybtld9CMQ4k0vCO2HZFnUCttLbsYno4DSf2arDtci6JuIcWNeFlBOlrAjqIBXvkbZHRoDNyZUddNd+PHt7LARl+moHiftYOAWozvvO9O65asbsmdFE/9lHv1EAv38Oe2CZTtL7Xa95q8k0htHWi4EQ01/q+dpDi733SFCm1YBm6xsCUDZEnKOWPGJWcs6saUP669f+56pLDdQCKRVaE1pTpm7bnvFscFm4Xx3fevXItlXctuJO3eATfM906+CyfwcDrd455ru7sWZSNws8PDwMcKNrtI7jaIDQjoWdUzPQiEifnqKbHy9+sHcxRq7X62hvWkTONE3acrwuTDF2rShsq44wVBZX2d1a9TrzqIlBaOp2rco4lVpwzabvaNA5QteuRZyfBxNsrcylhzAr+62GGecnWlu11Rw8FXV3X5dn7qIe29JZTh9CZxrBHLzKcLYhPzHH+e0oPQSmOI25unGKo/MQp0jN9cV6NMA3zVOfArTLPEopnOYTtUsMaPQ5250xDF7ZeCe46nbw3Uf11VKZ5onWgZsBPssatDayiDBP81jbtoGZpkmlEd7hiu8At6pzGp17Pk0zaVs5nc//6Tf4o/6zqwMAHvVBahdWF0KcECm91dkDaJu2WmzG5a15wnbKZhax17s1fYyWhWj7yForFoSrv8R4AIg4QnCktO1xJ53JUsG4TV641fNpkPH+Q3tbtt7EPli0h7Fy5qp9CQh58bnLrcGE/ePmnMkp989DF/R71nVFXMXmFWtEhAbhIo0YHFzec5bMKpEwP3A63yE4LuuCiE4v2NKmmqGbz2oPc+kTTEw8bwYBezBrvhgDJEhTNslby7j/ve+6RxO3j/VAZ/r6kHsbp2dsxWjH37QyRwtXB0i/0ADC3uK0cWe3UgEDRQb8lEFpzNPMuq2D9TXDwK3EQI+70Mr+2Y2tUYNM7OBP27pp2xAarja8j3z9/I5T/j5ffPu/VgZR+7F97TdaZ+NKqQTfW4VesNw6/WB7LM2YCXzDqpsW1jZGMcQxDu5Wx2lgzrnduGHv6b3n/v5+6ONuj/fpdMKLIzjf2b022sTOOc3Tu2EuB7PmHbObqKlAn2+dswVAG/hqrFvicl3Yata8v5zBCduWhkkBGq2KtuqLak7HKDQvTFPE+T6pBj32tVRK2phPJ+Yw71NS+iZhWZaRBVirMmPzNI8JMlOcRnt43daxjmzdGVto5hzTWjZpRB/HPeyWtb4dx+e8w/V2urS9LW1dBc0fzLvhBv6j977BPvZN263pyv6s5MLWwayxxLBLW67LVXM9jzqKAwAe9SHL4jSamiDEezzqurSRXeL0YWuMnz2IgcEMOtwI/oVd62SGDgycdEaKPm0EEW3b9tYNQwdUBuiydosP3TWZlU2KUxymDgOiO+Az56o5CPcRYs75IcpWdqSp8LszZrdtTWuPKrOmLeY8tGg2ZaRPYwgTW1L9nvdeZ4jW1NvHmevynvLmyjde3/HTduUNjWVJuCIkNI5nnrRVu64b4gpTuG2runFczBCiDJw6DLeUaKWH+FZjcpXxqVLQCQ6AteBrpTqdgqvn0wT3Ov4sJW15t1vNX2ezLCIDGGzjdbnqA/xm9NvLc6EPV3tI3wZHt26uQczNKV30b9l2bWeWbQTZfopUt9j0z1SP5VieF3VZlqwgtzZy3pBQcXeQPpm5xjPpPiBzUK3macYH6SCnqA7PWnV9j2FAKUb9O0EdyiOmpDPPrkfttNZY15VaNefPNk+3Y/PMKey9H9MoDMQM5qsxWC87B04FsYgwYlNMppF6VmEIvk+tyUzdgWwbKx88LTe877OkkzJxqSRKX9u1Qq7gpXKaPWtJeK8Hf1szoQOqWtRQNc93BA8hqvaubhq1o+uyQNMMPfu963IdwMjuK6bLMx1ea43ny/MIh3/u0zEMEOeugYWdebXjbnrSaZ6Gns7WokkerC1/y3KbTtM2rqWPoEwpcTqdFOyHNtrSQ7fZzzvwQudpLX9bK/ZZdU55d8EP45oM4D5PszrgR0/iqI+5DgB41AcpY68ahW1bAI+XSGllsB7DaIAyP6214WyzB1Oz/3Xw5sUPB+MwK9A6QFSmJPYZmQyjQeuxFfoQ0Rmo2nqxFiWiuhgClJwxDCIiY/esMSKWVQgMJ6XOc1VNneW27Uzg3LWLqesC5cbgYQHRho/iNKkrNl/QDpGAeNa0UqRBc92Z2Wgh4IMQpOHdzNsv3/C/+2/+9/y3/+r/RnaJWCJBIsF5ShZKWvHAeTr3Cz3jRI9Vq7XPovVd49i1e8HRUGdq7T+juqNpfFfoMSre0fqoL2PcfAxMnUEBm5wCKQuUStsnlg3WxM6rE0eIYWiyYDdP3D6vDJjrmdC8M1yDPiGEpm3efZydtvtBR6S1bhJp3kHpa8IJDmgiSgR3R+zpfEa8Z1uvGi3kPZf01NdBREImxFe4TzJf1yuvp8hWsw4KdNoupgkhOoJzSBO2YkBEj4ELfQxiPziT13amC8rsKPvVjRm14GQHxJqnZ0zlDo5dDz2f5mlsZgwwWGv5/u5+6MTG5JpWqbm3Y52og8tpK7+0fTwdXsit4oLq9QShpIyMTkDVuc9dl0iBlhWYh+iGhKPlhpOA7uPUYa3XoAM8JV0JDqYYyBXE65SQhiM6T2k6klEB9+lF3I2BsxCCbqom1RXriLo8NgGWreic07a2Ky86EbZGQwicTie9JprGuLSuKW61EcThe17pFCJpS6zLwul86rN/dw3h0HKWbuhg/8zaLQn9vpCVca+VklTX6vwe3yNZ10zs87Z11GAH9NmRm3Y79Dj4wYoedRQcAPCoD1QynHWCSGBddCKCC90JWbQFNrR04wG5t6l2fZofeqbS9mkEYBMA3BCtT/M8/l6qMoSKDZVp07/cQZ+Ny7Id8ND0DaF2G1o4e93xEOg6HXX4doG50zaqiteF1n5mBNwQ4DcsP9BAlb2vTiNxSFO2ShDOd3csNLY14xv4MLHVBSkVVxYeQ6WsVx6/+V1lYHJmlcrl+kycIyKR+S4SpwBVY12Ct+BhHatVU0K86jNt8oCYB6AzgbGPrrOWljgNsI0xKjaIDulZfLmq69t1gA/sbUDTXLodyd3G++Scaa4hRV6shVvW7zZGR/p5rt21SzeilJI64OnO5KbmIGVidQJNMQ1pVWBfWqY0m+OcFWQB1NKdw9pyPJ/OPD8/4Rz4ECnr1jP3AsUFwmPiWjJ9GqCypt42NJnawBOY5nl3GZtRobNPrbN4IcR+LfTjiLaRPcpoO+fAOZ0eU/egbtcf/rVVKHucibqNywvX92170TRrzSbz9Lak61mAzjuk6gSZ0ur4vCptaNrypksaiv5T+pjDnhNDLRnRmSDEeNLWqdf3zaXSiuCnwHwOpLQp2yWC9xA9BB/BF5JNNRGgCj6Gvl53DalJCnRNlBt2TNk3C5bfto278x3Nd2NazR0sxRf3BssLzD3bcupuYF1DdcxHNolH7dfTeT6BOE7zScF3ZxctpsbWvmWd2nfQNd0NaF0nqRsb6c5pvY+FcJOb2v8nWGSS6ThX6lbGMUvbypEDeBQcAPCoD1TO7Rok1dBsiNOHQOi7Weg6vw7AcspdS/QzMR+97OFv/25gDPi5fy+l0HIZO2n9TLu+7AV4wOZnQq3mILWQZ22/WHvUHMAj509ARFsuL1u3KkAcekRj+7r2sPY0fnFCWfMAAPrl1NxS+3tb/ERxubOQDmpG2ka6PuGWr7m/9ySuPL/9PveykhN87U+sAp+KZ2uZa80sbVPWrSON1jVQNAur3o+7Rke8bH0b8G1u15nlnJVl7bEv4mRorLxTMGmknbGizvWHWv+zW9C/6yj3AGorW0+WzzgMD0VBmgueUmQH7eZahq5/UvCTyjbWaS6tO8JBmuqyvDiaOJrzBCfEEGg1EycNGG/RcV0ufcarBuy2LnPIDaZwYq0LRRxbzogBENHsQV3/jW3dmM/nwQDXWlmuC9M86Rrr+rraKsEFqnTn7hTx3uERnHTAJBXxjnVZCRbp0h3wBnBuR6LVVoeDe2jc6h4JMoAjjJxFc6GaZtB5N4wR9vmd5S6yM2YN3Wy1cZy6cSQ4iJ4QhCiRdVF96MrW9Z3dcY9AUwAdnUNywfuGuITUFe90Bxa7e9farwakTJfnnONuvsObrrZr7m7nYKekrXAfPBS9R1VXBnBGGBM4fAycTmdKn2QiXqDquuo3B/zNmvXek6vGYsU+gch0m8Z4Q29Xe2hFN0su9HtXl6ioBnd3x9dWkfoyGsj0jKmuqtvAck53/eDcg6rHAjzqo64DAB71QcqGqN+2TLxXtuA2JFhv7KpnscR+E6mPEXE3Gq8xnYEd7NlOuZb6wtknbmc7oLNuZjawOJSWu6ZGEYrdQC0+w1qXzsKF+03cXJumqbplUkIw8KuawFpvjkVVTY4jcGsaUYdgnynav589sPVB6VlSwYdIXhdOZ4evDXTeB7/88E2+//XvUy9fcbq8oQWhvD7xdfOUEgiTZ55BXNZ2dVEQLFNnxbqRpqLnKrqwO1PFjxwxY96ggy4Ly+1/br+jLE6muopH256VNgwiwdiZ1h9wfYzVbh7a2/w0bTE70WNhbsjR+pU9H0+1VD/D1BrD1Sra2N3dsalPr4D9odhq7bNu+1fp6yZGR2HVyJwq3D/c8ebrN/1zeiITyJUmjq0Ik7/jumZKB1XiFGg055W1akKI01gb9tCeT3s2n/e7eF/orfgQgIa0qvOHsbVYiD22x2YFt6bGDZsw4pwbUUte9hw6M9DsmwEHhaGLs98fAezdbLNv8Hb3sR57Zcadc/jmaV5dqa1s5JQ0NFwqzkOTSqsJP59pVFJa99gaaUQ/I1zxwTN5zykGQq1E3zifhckVpAPdsqkUwfvA5fmCD2pyuTXQ5JRpYY8MGnFCTmOD6Mae23uPXeOpJLz4MRov3jB3FnZOrl3j2NeS92CmJhehHx/bpNiEFh/8i/uiiI5rq63StkJ1+2hJ36Or7D5xu87tnA73coxsreFcHRuLEKJO7BHhcrns3ZGjPuo6AOBRH6TsoQzgfKCWa2cu3NDPWFum5srWNK5gPMh7y9daLQbEjC28ZQhf5P9ZDl8pBHHdwGEuVtWCud5SMXewEUxtzOh1IK2zYb4/nDUaBiyOgf5eAHubWLV0+2QBETd+zm6yBkYUoPQIldZDZ7urdW9KM0BycI5tXYgoINrqissb+XJlmj4lyB/ykz/4d9zXC7E2LsuXnKfPCN4RfcNtFyQ80fJCnB40/mScL0dw4GIfR1YKXlSvlftotUaldQahdfbTHLaIjONgJoVbbaf3e0QL7OHSpmEyAby5eo21MVCmbbBCTbtzubWXQE/azry0qgBkF8Hva0XBUTdKdF2jSQTUASuU2mg1Q+2ze0tGWuXuPvK8Js73r/j66zddn+VwLpDLpuxw0zF+63ZBHiKCI5qzvarhZ0zUSGkYTXRt6JG2lvbuXq5jU+W9o9WENPCiazpXBbe1O9VzzsO4MZgut4/WM6b2FsCNn+mGBHczp9n+zDZm3vuh47WNk5l49BswYkekqXaw9CzNVtXdmlsiTH7EL4EeSxCe3l8pOeOjHicNId/wriElk7fE4yf3fHb/yOQc0hohRkrVa6m1xsPjw1hPt45cZL8GXdOMP2RPHSi1IFWGgWaap6FPvdXqaZtVs/TE7+fXiWrwQEcVakh23LsAXZu3bqq3PJ1OpJQIIbJtCsB98JoT2jeqvs/v3nrkkekzbWqIgVTX5TDjHgwsy9KPueqbdZ3dSGLshB310dcBAI/6IGWAzFy39qCRDpJa/7sQAvj9523XPVp//dltD5hb4Gf/fut6s5avTYUYervORkjRaQMi+9zOwSK52+kfMswo+/vpA9oeyA261ky6acANwKOvC7VmfcDb5zaQ2lk0HJQ+Vq01M6vUHgBsb6zfNXqP+G6CcIJzE14eqGHj7brxcHfCP7+l1sK1BQpBOz8+k96/4zw/4XlFub6nxtdIVbE7LqjGrLcarR1Viz5gvLlFsXMorOtCqfrQdX12b+vAwEbs6fSXPoWD3eVqx7jWSungazAoA8ArcI8hUmrRUN+07ZqosgvzDdiUoqPovNtd4lZjM0HFRvpJF9MPcwPmGu7t71ZptRBDIFUNF0cyMTqch/k08f79U39f6YYYdTnXIlQR1iVRUtG8N9E1GuaZ0tJ4QNv3se8iXSOruXwKflpfUDnrdyw5UZpO4DjfP/ZNi4JPiyi5zYMzUGjaTWNWb3PpWt1ZMWNZ4WZj1EfICDJYL/vdF9do1yWWrICvlKLrrDVlNFtR05Y0kML9w5lWHWmt5LxRsh/fRxDKVmhF2UJa0vghAlNzfPH4GbOfWS8r4hJIpLl9nN+2bS/uEQa8zPwxjDL4vU1eb+aFOze+q3d+gF2LWcklU6rgWg+Fr2oW8k7nbDt/w8r1a2qE2PfVskfU7NNYWmvEOfZ2foCi94bpZiPR0DFwrbax5rnxcxggn2Ikl8K2ruO6a82kNo7r9fJSgnLUR1sHADzqg5XdaOitvtl7mvSMuX6DtratdMC1i5VftjXazS731pF3ywC9aBui7zvN0xiDNUwWTV5orvT3AG4Di3dG0ZykygTt7V7T/Ind2O3zYOPnNO9PgDZay5BK+TkAU+muZe/xVdmV7PbpIrVVxME8R67XhfP5NXnVUNeM40fvfsSnsrKuF1bv+HFp5PgKFx7IZUWuX/LJ/YkHGlJ7EGzwiNhs2U2dhj1TzWJrhqPXa0vY2r8xTuzjyNrI1IPO0ta9TVhSQfo6MBODHSfv9vNsD2PoLl0DKJ2VMafjmFYiPcQbBT3S3b79ZOrv9o/lnLUl2ddUNwHUMXLOGNym0zKSp3QnqhOhpoU5qDFiS5seQ+9preeslUKr+rMuOkK47/mFjbwVxOtUmpYTYQpQGyHqOYjBvchzM8aN1li3jVY1nFkjRVrPS9Tvtm0rLkT8NGF5liWX0VZPW2Kap+FuNb3fPM8DkNikDHHC5KehoTPNn40t05glmGQam4XZz0PHZqPL7Fy3qkxyqJ6UVgRt40u2WcuVu/mO2oRtuahRRkJn/Iq2KVHHuZOGOAjiuZtOhCZIEaKfON890rpZo/T16V0Ya8aude+DtqLpES03odwlq3HCGLbgFUSPNjitx91MnE4nvb77xJpmmx6nLn2Ls7LJLRogrgBSeot93Muq6lPNoa0eqZej6OIcdaPYN7LqPO4azqTRPEHCYBi3TaNdQgjkddONhA/UYhKZ/fVLLi/Y+aM+3joA4FEfpFoT1Bwh1Cb9warOSuoeUxF8GLlvxhQYkAJ2sbm4PsNWdjZPbqZDtH1yyK4P7K5ey04TR6m5s3h+tK+k7q3KWwOCfQZr9wDDSQcWsJs0Xuam/WyGEeeEyU19wHwdETROBOkPF9CoEXfTmi65AxVRMBa6OUOcI6dMnAI1bUwSSO6Ef/iCP0obp3kmSeJdm3CffI/p9IBLFabA0/aGU/0lynLBTRXZRDVYU8U7HcPVmrpicU0/Q71xjXYGrTmbJyo02VuXtb58iIw2vN+1mNoy04fwrabwFsQbcAE9j8lCo+uul5x8gA7UpGsIB0i7cXx3clZz1EYb29jYDl5rwffv0o3bvRVccBUqgeYSsQXK269Y5CfE17+KiEb7iNfJHmGOSKikHPFy1TZ5cTQpuOhxMgOO+TyRi9CqG0yuMUfGMpnRphgr4x1NYLuZB+ziTCmZ5vt6b4W6rbQmu6HF7ePd6rIHQFvGpU0AOZ1O2s6lsSwL8zyPmbcIozVv5/VWZqGtyDI2B8YEl1ZH27HWHibehFzNcFPxUjhHh1tX5tM92/mOy9JoyeFoiKj72PlIDAEfM1OcmH0gXd4Tpm8Q2oRrouaalsG1fV63u9EK9/tGCLBuq5pdbjIot21jnuYXuuNGG0yhbWYMHFqKgBc/2qoGqFLXxoZ5YrN17hyZ3SxjxhYR0fnBbt/UgozrbjC3KY+fia1RUiZOUbM5+2atbnXPYHR6L9SJQTbBRjTWqE9Ckg74WynkzpQe9XHXAQCP+kAlNPoDAzNhaCyMOeK2vL1oGd6CAWu/3IY+G8i7bbM6cVR+RsTfVPtl7jvY2SAblG5uXGsx///Y+5dQW7I1vw/9jVdEzLX2IzPP+9RDLvvK92KklhECY+wCyaWOMcYNN9wyuCGwJChKQiDcqVYJ3JAMMrhlJCMh1JKxW8YyEgWFEJjqCKlRuKELrsep88jMvfdaa0bEeN3G930jYuaRuNK9u1PKOYqszLPWXHPGjBgR4xv/7/8Y3L9m79Pp3Y32a3SSnHAmjPd6CFHAsmlRVO30sJcX6SJk3xOctW2qfKbx0ULw1GJ+g2p94520zTj4VzXvvHr1hi+//Ak9zTyVZzb/SHhYSMtbelxwobK1Ky441u3Km88uVA893hLG25kDNBBQMKh0fO9gHDv5+UCtwsHbO58TaR3ejpyzLKYpStHpjzi40f73YaAkthBatmpz7ebYvTPeaFMSnRs8RR+8ttwsmUFV1FIeUpsillWKb2np2fug8wl6rVzmSHM7y+S57hmfIi50QvKs+zN0SbJodBWbdDwV19uYE6VWnDelqhINjILwlXbqmbtm3LvBs9OoPEGbqiiCQ8L7SKVLAXcSTpmIwUyJ6Qd3Nuc8ouHsPhpcOHdkzQ6B1inl4qY492KBZCiUeCuC735wCn2DuTtKhal2Xk0TIcjmsPXKXneiv4gtUa3ixymQNL01LmkhP7/DvzyzfPvncSHJBrMLr3PfC/NlYpok9cUQPmtjmxrYDJxtjsUQB8WglDJ4eM65cS5jjOQ9S0vWWzEsiJ3TNCA6o8C29vu2bdRWh9DNkj+896PrYfeYFculCOJraPr5Pe062XX04UiEORe8zjsSiVILW9tAN8GlF92E6Tmw59B9fO3HvQC8j48ypHYwVE7UclIg1APh0FbUP4/XB4yC69waPLeA6UhBwm072BZPLwCfIEVyOFKWOrH5IJy5ekLMtuzgbkiiKQJdl1xQNYw19NF4UyPHeJD4tTV6SrXQQ9YHv7Yb69GWDN5DCOyKrHQElYox4Gg436lOFIbbBg+vXhGj2NWkObFviQ880BZPVZ+7VitT9GTX8a0y+yg+fyqI6a1TegHBXFBw7NRmP1l7IBy+EAUZsqLi3MoefDY9f2YJEhS97EEW82meFIE9Iae6CBkadW7FG2k/xDDaqh1dBLUINCW4JR+UUqlFiy+MayiFWM774NWdlcRmrlwaI1fWA1XsJlnffU54fEecHyitkWbPdatQKyl61tZxSPETHazXJ1rO+LnjNDmlu500XQSp2nbmZR6fb21IswcJPhxecRpRFkKgF0XTXSfvTVCd2mit4GMkpTTslAydznseRcZQzp+urSG2Uf/eCqHWGsuyHKkRzvzu+k08miFjQ2nsHHsuKrLpShkQj+7ZBS4h8TJPvLR3JB9YLjOXh4XtuTJNiSlPdLUcalSWGGj7Tqwdr63ZPRd8iKqoTkzzg3j3xVu1twmrznPWzkXvYiRv2boppcEdPG9O1nWV8/qV7sOgaGjRnEs+ngetS95u3scm1tJWLNYwRSnSjJbinBOjbH29tbFTSlJMloNTfdyXZXihjmN2fhS9yzxT9izobPXUnocnZ85ZrWDu4+s+7gXgfXycYbvaVgleOX2tEWeZYqJ+FBTOHshWaFlB8dUCwB689vA2bs1XUSewh6ccRwyBNtq6is71A9nqqrY0Narw+Y6fd9eHcEXeu+FQJNKf+YcqNjgpAvVkaDEpbUmxTwkKPh5IlvMe3zvBIXy8LEiVa43Zdfayjc8wleGeN+bLRKWQpwc++Ac2B8175nlivX6gvP8J7unKJb0iXjNzc/hS6bFBVHFCN4Wq2tS4g6NkbSnnwlGgnBafry6G5wK9a/FtxtetKY+s99Ea9s6Ta9bzzSCyD/9Bd/qcWiVx4nztOxBEJWkxV8YlzUXEHMLLS1h8mvy9FoSt3lwrpwR+mmTKAnT1C2RvTLWS2Qk+UXsmRNhfNuZ4EcFM7uAatRVCuOC9mAM7DJEMQglQL7ze+pj3RsY3pM95N7zhcskDjfPOzn+jp0lQnNIECbOs6358Lyt8mipHR+HT+hB8mNCm1DKsSXzwow3cNbGm0w1AHefSUEGjcHTlhTrMvDmQM7Qg6HPLDmf3fegEV+ku09qVNF2Ua+upiL9hjAH6RquZl+cveWiOBhQ1lxbFciUH8c+rrQ51b86aZAKjgDZhhyFyZsFiRfGkfoJOqR4jZq/Le6PIdYyRdV1v+MnmrWgb3W1bR/fijLSJWbScXysYzxsqOV7h7bXeBpJbayWXQkqS4hP12K2gtOg/uzdaFcPqVspIIwLdAOqj+uXl5V/8LL+Pr824F4D38VGGecOhC5JkYjqWONO7Ikk+4Cc/iM/20DbO0VnsYbv1eZpHrqmR1M98PftsWUw7vZRhrdK6WHtYsSkPYwfaljU0znbRFh0mfB8/2jymNj0sXqwddnrw62dCwFbLs12NtT6DtdA09aPShWcnfSWiC0zO8xg0qzckXbB3mutMS8R7wEN8eEv89DuUvFG2Z3zeoGZiXrn4yreWR56+fM/zT77k9affp/uK78KzSj5Z99ROyRAUeMsvdtyYeA/lsp6zc+vehv19q2KFEfT6CjoobddhvKvtuJG9rNfF2qLDa7HoAiz9do15k5ahU3WrmftqxUzrmsl8s7gq8khAqkjlDXYpViUP1+FdoONpzRN2T9oKuMKU3vL21SM1P1PnRbwUycJPdJKBi2us+conM6PNa/Y3/dx26wcN4Yww2Xy2eZb3LEWciwTviCmwxCiJNa7QmtAfkiZTlFIGv63ToR3z2+EolMFny5phTYe970xpGq1OYGyQxFDbUOtw2iScCkLlaRIjvcimIgTZ5FQH2UFzjtAaYX3GpyuPj9/iIcLaCmGOPL9I1Bmu4ZwUsFOc2VOi7pWn7ZlL/EQyloOnKsJfe8M3aXXGEJnSdKidVfgRhnK939jhmJlz751t3QhzGJSS87zGMToYw7bJHc8HE7LVUplP6US9Hfm+lm9uzxrjxlpqCBy8whQT67oqp1ZpD02sdGotgytr9JhzyzvEQM8HHcV7s9YJBO+5XB44OSXdx9d43AvA+/goQyLMGErRZVmkBabWIsuySAFX26GOa27sms82FbYAWqvlrPq1hdHi4uAIcQ/BUd2BCJkJsbSlleOHp3dJHKi6wz5/Ho5RGAYnClNB/o7idLR2nPkTqrhEq6mj6JDfDS+wwWNz9HYsogQRJVgiRaidqVQmGj14UkrM8wN72Qje46ZEvCRokY1ADYlPP/2EvF152l5gX0lbJ3TPHCWAPk6RamT+UujBa5yXFdDq1djbrV0O3ETXAUMpaeiE/cwQpcZhqVFqEQEOyq08nceh4o4H4mcUAVs8nbPW1qm1rm16H6UgLLnod5L2qbVUD2/Go2CVdvURPyhIWCTXKnljRHKRrNlaHJ8u3+Eby6d8/vx/41+/ombUUFlFNM7jQySERPMv1N7ItYjBtlbOgv7KsUxRFbe1jFbf2arF4XDRDeTOOLPBhZMACuiOEBIhQulliDJGpBt9ZF0P+oIVB1os2HujKPO6rUxtGkikIWIDmbcNUaujcLTiVbh1UuSPwhdHbF1i4Hpnionrj35Iqp8TLh6XZh6SeirunnmOyNUTQ+gYPZeHC4/h+5TnJ5gSb7/xDRoV5xpTnFQwI8WebRKNy2fHAQwPwCEGOXHp7GfzMo+Wr5nAG/pt12ddV3lWBE+vMp/meWbbtnHezqbZQ8VLO/iGOsYGUWktg+/pueFe1lbV0LkNF4XL5TJec74vSi7ahQkQZYc3UNrebnxH7+M+7qnQ9/FRRucwWrbCYJCmOQjMTlWQ1mIyVaItMBbfFGMUVEMXL++EE5VSYp7mwcMbC55yxFwI+BgFUfOipuzjGI92lhUgrTd5jWe8tnZJyMi5kPed3ptyyg7eGkhruHcx7LUHb9XXGlr4U3zHLkibSVBLqbQ902sB16kVQo98Nj3yNhfqhx/TArSWib7TA7zsO1OYCC4wp4lWKoEgytcp8bKt9Brw8RPhjdXGmjPQCP6ENNXKtufB2YKuJHHLN+7jmhi6sW1iZltL1fOTh2BEvN8YHn05Z/Ke2XeJTjNU16LazufTAbROCkEKJ03jwHKj3eGZZspdp9zAEMNYuAcvsavQSL9vG8W3H8Vs0LkmXFFBr7u2n+fYuX7xTPJvePf5F1ymhUwlToHkhNdWHEggcaOVPDYwhUJ3jVrlnFs2a4iRUvPYuJQi5y/Fg79nxzwWczVwrl0FTE6yjEVfLcWAFXdWMFg7sNRy4zfYex9onhUOZ3GHpXEYCmUG4faaYeGkxXSpgrh5RV2taBcVvajbe5HUD+885E55/znp/XvSc6Zdn3h8gE/fzlxmTwwQJzHR9gFwjZA8y+Mjb7/xHVxq+FDpvYj3X/RUdryL4z6b5mlw/6Qrwfj+Nu9so2fFWGuSvGLqfxNrnH+37/sQxRgdYSB7uiG159sQUGnLuRRB7Ox6Gt+w2uedKA82z61rMc+zugMczzspMOtAiDtynwYfSFM6ENou9kYxJuZ5Jk0T6SSSu4/7uCOA9/FRxkCzkBbgNEXJti0FYTjf8vtssRtIDG4sjDZMEVdKoVB+ii9jJtBGsrYHvuz8BeGiCQoQcFhMm/HCRABgtdgpq1Z38r511IsGFI0aBrO24A2+nCJkXuwwhrJYY+lG+9RBK1YgK5rkgyQ8aNGawsz1iy944yrvS+Z5v7I8zviy44sj+o7vQmB/eXoibzt78iwPjzytT0yP32D78omX7KhIksgUJ5wH1xs+2CKhKmknPD2vghi5iooRuMMOxLhLtkCKEnU6igxN/yilamuqSfsJWeycd4Qp0f1RjFnLMvqgvn5O2l3yocChTm1ZWoTGS2QU1A0XD/ua1hroBsFMyb3z1JI1ik5Vw03bY05EMXTIRSx9EoX8IXP53ndY+X32Wiihs20bPe+E3vAp0Co4L0VrRyxRGm1EhLne6a2SW4Uubf0piQhkmqYTfcHi304efDp/XNACEIAgySP+MNKmSNFtBfJI8zilfYz7Uwv7UoT310Mf918+5dvaOR6FVBWT7hshhCFYXWxKLEu6NzVj7+BCJISOz45lunC5PHL9yef4sHPB8+oh4mMgFseH91BaIc0BWsKHCl6U1D5NFHcF2vDx9iFKcgcB3AnN9k7i6E40DGCgnzafSxGPv5hE7eu8G7Y4wIiZNIWtdSlKEXuaWuuIiLPPWrd1eAECo9thfMkQzIDa45zkiLfeyfvOPM/yHNTr1mgHF3PMBU8rGe+POL7zhvugs4hfaS2SO75eV5rep8F7vvzii3+p5/p9/Os97gXgfXyUYcWQPISglCwLo9O26GkRkvbd4S1mi43trG2RsZbkiGWKibNhKjDC2u0YBqKkD30zdzX+1Vm5Kvwxd4MOgaKV5+KvH9/PK1/Idv5S1NqCkocB9FADa3HVm3CVrGCldjF1LlVtLaDVQi+ZWjfevf99HqYXnIvMsZL7Srp+zhv/ilY2nuPMtLzi8e0n5C8/5/nlhYdLIPhECwt78vzo+iMcT9A3AhFcGCpc4y/lJjwyU1CHGMnZ4rugU4cSd6R9tIOz5E8F4ijQVewRwywoVKnCCTu1wu36DKFPN0EHej1kYfROkIxRnOti3Orh+6dEPoL3VCPlSx9UNgnoe3tNAnGAXh5rc+seQOeSozZ488k3+fKL97z67sKa30HzRJ9ok4f1heg9Wd+ntaa0hMy2XWmtEEMaRVwMiRATrVRKrqPd3XunOaUchCOr10WZZ4bomJDDzrFxyqw4ntI0NkAmaDA/uDN1whBC23yN+Q4D6R3olVqH2D9WBJ3pAHKveeX7JZk3JjpRjmsInqhn+eo620Pi02/+PPPDa5KDJUG6RD68eqC8XIXX1zJ+ElEIoXJ5szAvnndPT3QXaE2iAKNGqIUUjvu/M0QeIzLtXLDq3C9ZlbiOwTM25NrORYwJ+uFiMOIrT5s6a5WLj+BsZ0Xml6Lq1tkYqHXw9C72TvLegbzn4YlpSLwP8vN922XT1WwT3AciaAW/9/7wVfWixm8q5LlcJH5uvR7n4D7u414A3sdHGSYC6R1F2goO4f04L1yjkTlqfm8nM7ozUmEFgihfb9E2p4pV+xucPGTPXCVgcAQbTfu6zQCjgXLZgmktZnvPgfKVpjw0d6SDqHGxeeCNzGLnlGOoZsocC7xYlgDdS5JFZzy8W+vkIquQVwK8D454ufDjD7+Pf/Nt5nlhdRt9/ZzZbzxEx3Pb2UumtMq6b3gy+ybxXi49UC4XfrD+iO99Elj3J17XRssF11CEqR7FoPQupaWbC4bihhAoauNjXCSPtNKGN5xnoCSGvjYY37H3RnOSeOIUmTjO1+H12C0JQ5E97wK0gzYQbUHtXTiFzeLjzNQbVVX60dK2c99aH8pfKxIsY5omBadsOiTppTagdjqeT7/5TeKbDE/vJP7NRZwX9GnbdvqpxYgr9J4VZS44CiGpoXepyhUMOPywvrECzdp+o9hyggSaPYzRHEYbMxz+dSZQEN6rxN91bf+ZCKJWaSF7tcixzZbxdWs57GJKkdZubocpe5ziEE8YF80QXEEQ+zBAlwQWiYFzwZO6F8TOw2c/+/P87k/g8v2fZZkbD+FKKFe+fL5CrcwTTEvE9QXvNsKcKNuGXxI1NtbWwQfmeWFvqEefxRim0UkYWcYpHvO3HoV3jEdCyLDK8WF4Bdr5qWq10ksnlzwKSaOgnJ9N1la34tqeB8YzzGpO3lpjRniDyyzc6MtlGdc+pZl9W1X5e0T7GZll+AfC4LxadKMJqOSZZvYzgefnZ2lztyr2Nppsch9f73EvAO/j4w0VGJRyZZkvdOUDRh/Gw3EgaUpEDmo1YkWYd57mjpaUEavFsLeKo74WeWdjZ+fdyMg0Wwr7LCvorFU7TJu11WhlqIk/7Dh9PGwchgnrCUk4I4PdrDhMnXpquYFEmMkCdPCLnPOEFIgu0qtT5WSkxsib7/w8P1x/j3RZeHj7hvbyA16HzqPbePey81x+n7ffXug9My+J6AOBSu3gHy/k/odYn3+fvnhcqEDDKXpxgrrknPijYB6JByqc8V74dU0j8Y5L3QcKZG1LM4l2ej1aq0QtbPjKtTAkSQQclWiIriGh2t70MWhLvQ8E5iDHqw0NDLFRKeJ1ZoUhujC36nCuUgan7URHwFr5TRXQntI6jZ04L/z4w0/w8yOdyLpV1r1Q1FLG6ZztVWLhQmhs+wvLZYFsc14QyFoqtXdSnMam5XK5sG3bKKyslTv83pRn13oT0YEJMFTda8WcXY+hSO3HRqi1w0+x+ZPVTpACwkV3IE+q9DUxkB2TFZzTNA0unNmn5G1V9EqEMYZY9t6ZWqJUh3OdLV9xk6dEyH5nXibm4oQhUjMpOS545rlTt0Kn0FpgrzvNd57XF2p7xXUvzLlBFCFX8JPkcvtAV14kMHJ5LbHEjmnw+MqBjjrn5Dp4N8zhz4ioFcfee6ZpYt92vPPsZb8R3li71wpOuyaT8itl/judE36gdSPbWtFv550aSYfBVTRLIBGlRPZ9E+sjbd3bZlaK+IzvosQuRaLywFGrFJtPz3cbmPu4F4D38dGGFFOCajkMGhFUQwxrbefNAfzJw2wOQ1zgg2cK04Ge6UJobv5DvaYqPmD8bQhBurZfaW/UWgia1GDHOgq3Ey/xrNKTB6obD/bBS0M7jloYiroVwOP8kYLCOHZDAMMg2Pd6iC5qFYFCG1FmnhImnoi0y1vaZeF5e+Ly4Yn05c63/u2fpTx9wfv9hdivtP2Z4LsIY5AC8/P3V4p/ZA1v+OLlB7x7ecd35gAh4H2kezWhdiKWiIryhOAPZbT6sjltYbfWxvme0jQKbFA/wdxuFrSzwGMIEGoV/77TgjoQmtrUP84NJWnvwrkL2grz+IHoma9fa3L8MQZKFQSv9T4i16QNdmwUBrpbLbdarqK0PIOgf3Ri8rjY+Z0f/F+k7z3SQ6LujeASrW1s+84UzUpHOYY9Swu9bNSSiX7WudLFvFg3PGc+ns1dm9fnliUwkFcQDp7Nz5F4YWKF2gbqam1yQ/3SpFZC4SjujcaQUjptSA7PzRjiKIwOVX34qZg4UYQvBO/EVsajvpoyn10VsVHtGUIjAW8fZ1x7ZvKyABWXaCHhqYRyZfIXHmZHdzPQ2bYrTy/PPO/PvHl9wcVEx2gAjqBxhS8vzyKS8ML/s3g7p8W3ofu2Aej0saE4fPXMm4+hkIaDV2mKbedvOcvOuaG+jSGSex4czTLEZMemdFIh277vtCKoe9SOx8vLMykmapOfT9M0jJvPLd8RrxmjontHNvrD5YGy5+H3573cOyL2WXi+G0HfB/cC8D4+0uhd47ScOPS34ofiM6UwHobWUjUkreQyXPF76yMCydpWplYTlSaEdLRegzviw6zYME7guRVctL0HFrkVAK+IV7+JmrOCr7c+jFulrdlPC59+aSeEajNsRZEeEaBEbQ8rstOslYr6/x0Lq9eot+IzPiV8W/APb4nLW5pzlOd3fONl5dvpkZnAJynx7dCBlf3lHT0t1CpI6RQTKWTCwydA58un3+UlXyEIqtD0C7Te1bFQFjWcJ6YkfCRtvUqLWNC9c/zUcc1VQTodbTaAmNLg7Rl6haFF7UBFbCEzPt9hln28t3Heki7OoiCXCK806efUalU4v/O7v8vj4yOPb14TlYDvfThlMxu38eBuiTWGgx5wrpJSJHf45LM3/PB3/zHfDP8mPk6QpcDORdCu6ANZrUC8a9ranal1V0uPSohSaCzTxL6LyEPscQ6lqCF5hlqOOX+iIxiybfYs9t9OCyHj/hUl/Xv8gYb3gyJhYgSb81Yonq1OzP7ERAu9dc2kTvh2XLshQOi6WfATtWhGs7Y9ow+UkOgBGjutbMze0/MTrkcREfmFMBfmthFL4dXFM4WFWht7zaQ0412kIwbvbiDP+vk0ppgIzt8cVwyRaZnlWPR7H4h+UdFPHpw/48+1Gg4kVqPTrBVeXR1G06012cDoM8c2NaPDYQVjFFQ5eFPvagKOKnpjVKFbyUxpYppmWqssy0XpBJVlWdjWjR76jYG0bQhijJRaDsqAitbmeRqbDE774lJuBXf38fUc9wLwPj7S8Ih5bib4Tq6Z1lGl6JHPaRYMZ06f0NHczeJ2Ri4EXanj4dqqcvbcIT4w9EM6IZqwMNpRSbg83lO1GPPBI0wlbooXHNI+c1LMGmfR9cO3z6kK1grPkIJ8BwBrI3uHpVSIsleOPZdMKY2UIt1SDXrHxcQ0QWlX9uDwaabGBV9fCNcfQ9t59fpbPP3kA3FufPLyY9LrBz7whve7+KZNyyt683gCZVupvlBe/xs8/ty/Td534vxAmifwk3xemnD7LgukFrnOe6KqU7tx+trhYWicMzlVx4oyeGYgRZ5zEIT75XyQ/651mPTa6EqwB0aL2uaGoC2ysF3zruiOmOd2ECuU3uBUxPzMz//cuC5Fi27aYfhc1fZHUElRt0bv6S5QXcTHFVeg1kB688ij+wbh1Wt6ibgUoToe5pl9fU8WQJMYLpT6nu4ce+l0t+JDxGu+sQuaU6u+e84dSM5Z2T42Le4QJJhC13iCyadDKKVtb9sEOeeY5unYVCGFWIqJyzyLmtaLNVJwHlePtrwhfx2GX+GUJJvWTweia5QME1qM1qVTX06fqE5sagrQA9QW5dz0K7uDp1xYXKT0C8UFrusL6/OP8D7yzbefEl0nAX2eeKmZp+dCbh3HQtsDMUAIie4DKS6g9InOkfxhRdhunQVFyrzzA7mLSXiNcrt6wnKcc48fohdrtYIjpYneIe/7kbOM0FHEoDrc5DJbSkdKgZeXF2JMeB+GJ+qyCPdvXhZJ8CgFp5zOfd+gMz7bnpsm8hkbSrU6mmKi5kLUhKXKgQj2rvSYGPF+H8K3+/h6j3sBeB8fZxi3rKN8vUDvjhhMEesGl+/s19ZaG2KP8TA2ZShuoBpHZ1XjtVSFaz+3VmKtdXhymUeaxHFBOSWOGCG8DvEBo0Ut7bEDpTyLS6w4Hdyg3oavV0oJ150KCY52tXAONUPYe/w0KTdN0xu6J2/imxZ8GARzfKAV6KXg08Ty+MiXv/9DLjFQO3z5xTvS65+hO6/F8kopTvNGI8Ff2HKnOcl/q7XRth0XIDpPJg+UqSgy5uy7aUv/jMiVUuihHy3EU/HdnfrQ0Yeq24pnK86bO3HUlKx/U3zLLBiohhUb0R3oTEeQRTnGo3g3+4yzSvWcviA8P/BBWpImUHEmEkE4mV3tVhwBvKRt+ODpWRW1Vcyte5NYPRFgFJwPuNhI08yer4o0qul28wTiiHO7OXfcIkeGPNl3qLUOY2Pjetn901obReSUpiEyMEGCRRrWWqhZVLk+BOZp4vpypffOPM/DGNoKPDMdvl6vTNMkc1KLdNtgTfM0Pts4g8OKiYngG60W8g5eoyFxjto60/JApLPtDUfjJ7/9z3Av78nJM3/7m/Saic7hYuBaKz40uqvCY+uCEq/rSpxnnJfvmMsRvbbv+7iPB+9P49/QeWIFbQhCP4kx3rS9jTtp0Y8H3aESYyDGy0D4U4y81Beu1+vg5w36QzjawJflQqllFPOtNbZd+Z9F/DSXeRnPSONYCtKXBw3GnlXGEdw2iabbt208fy0KT+aZIfTyHAKY0n3pv497AXgfH2kcKIb6XwXJK4spaovKHSKKekRe2UPOigATEnjvKU0fciFSnZoI7+IxNwxPtV1lKl7j/JQs7ZDRojkdp+3yzZrB2kUuHao9Qw/RVmEfvL5Ac0fRMrzYkN2+U4K9O50TW0BqFcyxtYMs3qqYTtONiQWtdryPTGFmb8+4sPCy7WQqLmQcjW0KfFEc3728IZRCt8zXLq3UUgQlWy6veFlXYgqEkCj9CKYX82Fo2uruXXhTw+JFhTqGpqSUbr53Uz/F7qRFaOiE934UI3ZujIhvSKqpuTtqZ3IyHA4+jIXRfNTss4f3WZVsXSt8zqpiuaYdF/TaNWV89ROSiUXziWJd6IL63bS49DhqruzbldrEbgQ3ye+8xcnZnHAEH+m94IPT8xUhBLo7ovUwfzykOPbuOFdy30jhYe3XIeLQjYEVhiM1QscwMDYBQqm44IgqzkkxEFOitDpSSGwD5r3HNcc8zVqgyDl89erVTbvRNk12b3iNSzynwYziqgvHsstNR4hJC2xRByfEful3fvj7rD/8nG/OE1/u7yHuTGmhtIyfEr54UvSk4Hm67ngfWJYHXF0IMWkusNzvVvT76Ef2r3lWjkLstLmwcblcoMOe92NjV6WAn8I0vpsZMJ85qjYnX716Re+wb5si3GJH1BX5NWTVrqUA0zJ/pOW7jzg/64j03lnXjaR2WMJtlEepFZC24R22WbUxh2k8R8V1oCs1oP/Ud7+Pr/e4F4D38VHGUK9J5YNrjlqaksaDKjWronGyQNlu2JC8EMMJRZCR9zyKJe8P+wxDfICR8zv8BNvBb7L0ghG35cRjDbUNcbjRFjoUdoJq+d7V20yLBl3sGoYYHfYwoPYqSsY/f4daJRtV4DRRROYilgzOaVGEKEqdOxTLtXVCXNjjA8/rld/+/MdcWmUKnide4R+/A+kRV5+opbCXnVKlFR/jxEu+Eiex4emgHMEJnHj9RfOU6w2cFHg552F1k3ORFr4/7C5sYYID3TibY6PinEgcBX5UBKKUMhIvzJ7ElJrn9IlOH/woe99WhW8FsknIJYvZryLB3Wn6ijOPNjP6Qws/2Zw4tQVq9YRSeq++bOZXKXOl7LuISMqO87Pw+VpnWWa2TUyp9yqGyj4k8CveO3K5kiYTY0hyR/ASeeZ8H4rm1poWaYdCHhjZyKPAaJWtblKo6PlISekRWqSf6RCGONVWiV4KV5nLfhQnVlgbwh1DHIWoU+FPd7cxhoOvqci5+VvCsVnwzt8mkCgHs5ROa4KW7nUl+sDzeuXzL37CY4VYPDVnAo2UJhp5xPlN04Mq/CNPT8/U2pm9FLTJe1qpzLOibuE4Fksdcrohs3k7z/OYcyY2u1weCC0cGxa1qbJ2rr1WNo23xfi2bvRd3jtNE3nfxzOnd4nYS2liWeRzp5SEhqK+l/OyUIvE+fkQWFQpLN0GpwWc8RPrKNzNSFyfKiI2041mVD9P79xAzL2XvGTZYByRdPfx9R33AvA+Pso4o10xJva9E1NC1vAj8/ds1GwIx9kX8Mz/ukE8qnjcNS9/n2vG7CYA4exohqop8kotA2HJWRaUaZ5GgVZqGW0iQ7NssRPDYD8I3t6ZjFSsRSxN3dAOa5vawko5dvFV00e8v0Wp7PetGoJpaJsWXEDFwfKK5+dnfpIb30iN2Bs5fcLuFva94XqUIiUkSqnEEMh74fHxLT5CUyvEnAsez7TM+JDoKr5A0RjLNbU4r6hqx3N70NCgc1Fw+B36oTw9+9uVWn6KmzXyaHsY11j4aX20hq0dahY0ptZMKY1WqKF/ck3LWPgNDTMRiHfQu6eXQnSSveydY89HoW68ut47wXm2qxQqzknrOHTIe2HLhY5EyDiXpOXHVVWbQVSprUFwigR7RcN0XmmhdIMQ63EDo21em/otlq4igXLyhPvp+27QFRR9yjXTkQLj+vRM1HZu1dbjEH3oebJos3Mb2hCzksvIuXXOSa6uO/wWDfkL/rie05TYsmxsQoj0BjnvpEWSMLrrLMsrvnj5nNeL5/L2Nd/69Ft8+b4Sw0JrDuciKS7ENLPnzmeffpPgZR7s20aulUl5dWdDazsm6RIIT9S+26Cg4KhOXnO9vowC2p5NgxepBbcV2pb7a/PZEkaKegba/LffyzOqq3WME0W2c0zzTM47ed9JU5KUmRNncXD37HPCgfSduxr2TM0qMBnepQ5iTIKGOz+4pIKs31HA+7gXgPfxkcZAh9R5XtqdGrEFNw8fH/yN/YXltQLaPnWHyAKxGAGYp3kUW4YEjnZyPwqSc3HZeiMSh7pyFKDKLTOS/flv5fdHLNrZsw5QYv+BFNiCJwujIg2BcayCOpqgQpl1eiy1lEGktxa5VJBSeC0PD1xjJXwWefej32HxEd8Km3NsubHMD6wvld4DuTj2UtlKoWyNsq5869vfGO3UaUrgzGZEuXQqyjHOkHOO5tqNCfG5YLXCzxZIQ4POBZo7tciA0ZI0xHC0gzkI+GYPtNVt5ECPz+VYVO06zfPMrsIQG731Q8HcGciuiG26Xc7j9fpesqAKx8z5RC6O1hz7tgoPsFdKXYnxItFvCuY672m50pojTokG+OAIKRGC3AtxjtSCKItzxes5Dkmvg5osl1yG0XDwQSxbFMSMMQ5vwDPP0dqAKaVR7AxhjpPCM3gvBuPLA05V8/g2Uj5aa+O+skKQLiirtfOtyBnFptEutKVqxb0pkAe6firsvQsSdeYcMQq9I04Xfub7P8fLj37Eb69P/Js////E1UAuBVxk33ZacUzxQtPIF+eS0ByQorIYx7cdZsjbKm1YS0eJMQ5qwzzP47/tGTAKbZ0gxrWbZjHI7r0enqTOsywX9n0brfoYoxSB9MF3le96xLTFeBhpSwShE9TPOXLeWZaFECLuNM8NfbTPzUqzsOdOcLeemqgfZVUjcBHF+EEDyMoj1K3Iv+ST/T7+dR73AvA+PsromhhBd5RsUW1d+TJqn6J8uqDmwtfrdbR+rXis/ZTdqpYhZlK87/sIPd/bPhY8ExWYHcZe9oEyBc2I9c5JHJcidMKRE382azmew97t+ejt2Ho/jKG1RWaqZUMeQgg0KySDx3epFJK3xARBDh2OuhXlRkUCjRYCpEZrkbjJIiOFaSWkxJ4C7s0nvOsrV+9xl09JTMxTYpk+Yduu/OTdB1Kc2PKKT5E5zGIeXBq1d1qXFlOICbzHOz1uJy1iWyyrKlWBwbGzwsMW+pvF3ZvPXxnFnFnjmKectShNWWKIYeuNVo6ifJ5n+dsuxZFxucx7zd63uz783ka7Xa1QrPVs17L5w8ewFa0OYSCNFpfle8MTwGeWh4m8FWLwPISZ5ybt0X3fcV2SXVyoBCZ8cuAzrjlcg2lKlJ5JXubZPD9q0TERnPgXWvvUUjsMgRttcEN+tKi1Qs/QICu89MaSueoPnptrhwq9wY2i27mDB2bKeWvzm8WJnVe7ttM0ifDiJOCxeW/XdNwnpvzvDh/iSN0IXrKTWwUXE1tZeT2/5fv/5v+Dp+sz0+M3WdfGD37vt4lXx9vPPuXLvDG9eUMKC08vL5S8YybxcZYoOJpsWqZpGsjpZblIzvS2jwLsLL4ZHQZFYxtHUpG1evO+AVKgnaPcjnkfBjfWxEu1VWiox6I/PDN1U5tzEZpALkwj5i+pcCUgljNVDOHVqkYfsMeJ7iqY02J9iLL093YdYojseQeEC5pSopgVzglFvo+v77jjwPfxUYbwrCqOQO+e2sTOoKmJsBHHDWkC4eJM0/QV1EKjptQq5Gih1oEanYn8piwGKTDPSkgco6gLzmHYGq1JckMV70J7jfHOrNjoDmoXn7NGH//dOVIGTFAxkMMgNht4sVVpvVNaZcsZ88fuSuIOIRD182IMhOBwruG97NyneQIv32t+WIhvP2F99S32t7/AS53wIfH8/IHSK7sWPPt61bQLKT7KurO+rNQu6GBznqrk8/AVPpNxJC/LMhZJa2vZ9xzKRA60yZA0K64NgbH0BTtXVrCZHZC9r712eN7FcHikJUFXzr8frXqkMDGy/TmX2K5HyUXQWu/ItSja6RUhVkpCd8ofRIq7AM/Xd3zj058htAsuF1zZiEHoDdFHnOv4VMUbL3q6l8+f4kKIHp+0BZdMjaotxSZJMTixOTJ1rc0Hm+dyO7hRTNl9YdFrtujv+87L9eXmvBiKbsV4p5OmaRSS6NwwNPfMhUsxqSn5kYAx8nFDHAXWed6fkfghqooR5z0uJEHvOtRSaLXj+jSSb3ooPLx+ZM+NXBzv3r2QP+y8fipMn7/w8pMvyWulZFEl9yaRb68eH8AVvZ+PIsjU4vsuheI8z8I3LoVt2yg3XD5Bv80WZponfBBzZlMGe513hwGzfQ/xFq2l8vL8QilZizs/EMF93zWPuQ2EdV7mgd6CFIpZuZwxRtbrlX3PYnXUj7byeaNzNsS3OQ/yzHBOfTu98Unr2Hxae14flvdxH3cE8D4+zmjdotXUj2yaqKrEtd8bejbUhEhxIxw7aQvBgU4MRMEffCkLY2/FuHpdBQtZeDgnZGT83Qmlc66O97fjOnPTzsjRmVdlBRFw87Ox6Pqj+LBjn6dz/BOjJd10Fx+UMH/ei0uRHJjTzBQnsm/k/UprlTnNeAouRnCZbbsSQiSlmR/96Ce8PD+TJjG+jXMg+Fm/d8eZ0lbb6q45tTpUfpq2n0cbUotBOzgrsiq3MVueQzxixcZAmoyIb+bfwUNjXOchBjlZoJxVp2eF9Si2UyT2yDa82fScJWnbSSTY6VrEQxwhHMsGxtnUotUFKFmK9do6ec/kLTNPMy+u0+tK3X5CCI7Jv+LaRAg0xwR9p9YNvBpct8K+C1LVnBRP+MY0Sws4hUiYwsGh5FZFa1FrprC1YtYKhlEk6vG/evVqeGV2dzsXDZXS/7xRcdvnGd/P3rtksRApteC7P9ruOFzQFBZ3WJsYslZaGZw5hzupiQXVwpTPTria0zQxT54UJ5iqoKa1sF0r+xdXvH/g2p6ofaetGVzSeSw2Sw3ZVE3Tw4huM2eAIaDRluzDwwPrySqlt866rizLBTii9HrrLJdFraeOuWj0hNYa27YNta5tVC1mL6hZeoppJJKIpUs4ALcTraG2epOqU3Jhmie9xgdS2/T+uVwuY66UUsQI3x9WVYOi4g4k2Arddd2g98HHvAOA9wF3BPAP5PjLf/kv88f+2B/j9evXfPvb3+Y//U//U37rt37r5jW9d371V3+V73//+1wuF37xF3+Rf/pP/+nNa7Zt48/9uT/HN7/5TR4fH/lP/pP/hN/+7d/+/+mY3GkqOSd5riHGkXhg7RdD5oZHn/KaWj9aXMBPiQz2fR8IyFjUYGSWei8h7imlUXSO9wHlwxjpXcnz7lADf7WQs922FSP2GQMh5JbjZn9/zvQ8+9xZcXScI+nfeKfpFCY+QcQfS0yQM14RneY8DU+I8+C3TdPMel159+U7tm2n42m1A55t3cm7LMK7mtZO04Q7CTkG/w0r4I+iG46oPVtM7HsMEYcW9HaujBNFl1as/czO6fnaGWJk5sh2Xk3k0E6oiZ1XW+gM+TsnO9i1rZpAYX83fAq70REOFK5W8WvMWVIYmvEEuyP6wO//4Hek1Uwl5I1L23kIjZggJpkDc/LMUyTq55Sy8/z8gc4tlcCOxVrp9jPb2AwT7ROnzL6P8WV7l2g82+jknMf5FuPg/eb6GeJuIpmSyxAPnFFdS/rYtm2g6JZcMTho3sQLB9/WCpczd9buyYEOtq6blCjG0nR6LUQf8ATxqwyOkMTqJJfCvmW+/PCe51oJ8yMuRLZayb2NtAsczDrH5L6MN5vFotzaYxMZmKaZy+XC5eGiimq9ONpGzSXz7st37Hsec8ruX9twGKJ95hlXVZR770VExWFxFUIg54Ousu/7EIzIhqHenDe7h3Lex3W3uW+o7bhv9DNs8yT3pfCKuxZ7Nt+dczddFXevAO+DewH4B3L8+q//On/mz/wZ/tE/+kf8vb/39yil8Eu/9Es8Pz+P1/y3/+1/y1/5K3+F//6//+/5P//P/5Pvfve7/Ef/0X/Ehw8fxmt++Zd/mf/5f/6f+Tt/5+/wG7/xGzw9PfEf/8f/8cHt+VcYEoHGWGxuRABm2szBuwJGS8I8zgzFM0WwtTeMvH18lh8qSlvEz2hhUL7L2b6kt8a27WNhyKUMAcZXVX9ndM8ersKlkWGtuVrbePCeBQq2uOZcbn5uNjZOCfpyzI1J0QIhlknrLnnP4uCVb0QatWRyzeCcWOMAyyKmsaVUsXGJM717WnNM0wWnRPnW6g0KaopmO24U4YEDaatV2ltW0NoCYu00axPa763AtXO+b7ugic7fLMyOoygxUnyIt4uZbRLMcmRsCqosjsbfWpZltCoHxSDFgQTZNT0jQ4OzqFdS5pmqyZ2ZRYvIx0+JGoRmELadKWfYXhCPbkd0MEWYpwC9ktKs/6SvtOPCaE0OqoA7fBBt7tox2hy1AnGe5yEQMvGC/bz3fire/U3h0a1gCppIon83CmctCrd9I6Y4RB/BCyXhQM3dQPUHRUMR3jN9YNx/ukEKIUjCTG2aVSyoqeuN7bpS9qoFqYiS9rzj04R79cDnVPj0E8qc2FujOKhOoOqiKKPzxzNg29abFqn34VRMZXpv5LyPDcJ4DuTMvu/knHl4eNAWrVLktDA0z0yzmqq6eZEIRXm+bZtk/a7XVdTJex7z1pT1pia2Qq8Ws56KN8+dEAKXy2VcD7NrgqMotXvVrqPNaUka0bhLhwhqdDM6kM5+xFrex9d73FvAfwDH//a//W83//uv//W/zre//W1+8zd/k//gP/gP6L3z3/13/x3/zX/z3/Cf/Wf/GQD/0//0P/Gd73yHv/23/zZ/+k//ad69e8f/+D/+j/zNv/k3+ZN/8k8C8Lf+1t/i537u5/g//o//gz/1p/7Uv+JRWevFMnHFV82QADMANvuPMyJo/DDjiFm7yXgvU5pGkTcQk3aIEuzBduapAUPcEUPAxcPbq40dcdfc1HDDqzpb1ZwfyuPBa2KWcDxQbQzyfu+kdJjtHgVwQ0QxbRyHcx6ni3spGe8cyUfc9QO+fKDtK91P1O6pGJdHFp15nikqKqgVgk/M00xvRwRezhKD16tyhk7XKYRI62Ikba0pa4vHEFm39SayrPWG74roaeKAc26ofO1ndr1iEu7U8IvTrGFDMIx4f44BtNOZSxYFt15XEPUnHMii/Z0txvY7K/asHXmgb1pQNrHAiSnSXAUmOgX6hCPTe6Inz/N+5U174OIXpgzXUElzpG0rwSd621kuM6XIeQxBVJZOldWlVuLkcMqfs2JvoJM6z848Mzi4dPYaO6em2jVuWKttFIXiC5jGnIsximWJGW73s0BDrsUUbkUzgwvqA823415sh93R6Za/TW05Fdm1VnrthJgOaxVr6bfKFCaCJoTksuO817jCz7j6yOtvfJNP/9DP8+HdD6kl09V3MGq7+nq9MuuzRQy33fC8Q8VTZvBsNkyGYFvGd2+npJDWbzdxPlBypjaJbZQUEYuUm3h5eRrnK6Y4jJft+7d+5H9LcdaHubSpjFNMIrCy+yuEkdxi4jZJgonHfTToDIxi9uCMytOptY7zjILTWvXCNbx1XbiPr/e4bwP+NRjv3r0D4LPPPgPgn/2zf8YPfvADfumXfmm8Zp5n/sP/8D/kH/7DfwjAb/7mb5JzvnnN97//ff7IH/kj4zX/vLFtG+/fv7/5R0YfrY/eKs0efK0NBODMy7G/GG29fhSGVsQZArHt20Ca9n0fi07vfXBzbKe/bdtojxkRXBZKRb+sWHRelInh+Kx9348FgKMgaaeFARit07MK1pSOVqicv5ctuCUX9m3TRUIjyHqnnzwI0fMwpcT2/AVhe4fbn4m9ETq00qi5DhTssjwQNHe2Nykw7eH+/PKi/CM3FhkfhCC+LAs+BCxXN8V0WIxw8JtilNZdSkl5TmEUbyml0frKJd+0o4xbVrIog0MMR1Go585EHmlK430NPQshCMKniJUhYsYlOxfqkrRg9kNHu+zIxD2uR8lFrqfyqlIUH78YI8EFFVZKlm32ncubT3j37ksW95bZPdK2TCtZ1acV7+TcxRCZpoUYPZeHi6BIqlgPIeI4iiT7ria++Gob2IqSc6vY2nd2rq3YSlMaBYC89kCtbY6cfRzN+9La/WeE11rl276xrtfh6Wj36rhm4VDUWrFpSRxnZP6Wvynn1nXxWExJKQL6OGitCjfUO15/45uEV2/4/PmJEKMUf7nIpkj/z9Ju7H50+jmC1slrzG7oEHOokEOvyzRPuPEcEK6dXJso5tneMc+TblLEvkiK2zLudyucY4ykaRIVez8oDcYfdIjvHxx2WBafZ2kq+7ZiPMd930/UlDruAe8Oy5sU0xCu6Ik4SCYdtbBRtLNY58UdqPl9fO3HvQD8Az567/zKr/wK//6//+/zR/7IHwHgBz/4AQDf+c53bl77ne98Z/zuBz/4AdM08emnn/4LX/PPG3/5L/9l3r59O/75uZ/7OQCqylsdjRgdvUArfURPtd6GhccZubMFxLgwxp2z35+/pxUIZ15YLnksBNF7KBXfIAjRkH1dKXsexdW2b2zbxratbOtK3jbqnnGtE3C0XKA0Ao7JB3xHxBKtQ220PUuR9hVemnGBrCAFxgO7lELed2iN6Ly8TzuiyVwIeBdoubGvhVob17zz1CsfiMTpFckn5mUhTBEfHbVnvvzwOT/+8ofg5NwYB8w7R8Axx4XuPSjPT4rijZIL1+cX0AXTnRBUW/BrreRd263BU0sdUVlDTagFg3EbDf2wFnxrjT3v43wYB1CK6qPla9e390ORbcV4SmmIFKz1XHVBLLmMf8/Toa60gtzampbzKsiOaMFL73TncS7iXKQR6D4ReiVUxw60BfLW8dunzPGb5K3Tc6Gsz/ReJf7NPeAQjmZuO3EqLNNrnCuC5Dix/KjtUMSbtY2h4znncT7s3Ft71dqpdn7tXAni5G74qJfLhZTiuD/s9YZOWaFyvq+sUEGtRc50izNaORJAtCi0+9j4m1aE5CLfxeIQve/EKdCdol8hkXzClUYrjtojpUe2Vni/fmDtjbRM7N6z5kbZMzsZonAGW4XaHC7ObLlR7T5UJTl0vG4s7NlQa9Vird7My+fnJ1rTXOfelXe36jUq5FxZ152OI6VZ8p4VPb9RsTdT4G83VAqL88s2b2thnqebwtnuAR/EMsY4umG04B2lHM/Dbv+n903J5dh0tUrpDZcCRI9LAR8jYYqiQtftzVlUdx9f73FvAf8BH3/2z/5Z/vE//sf8xm/8xk/97qs3+b8M+ff/22v+0l/6S/zKr/zK+N/v37/XItAhbWDorTGnhdIOhZ21Fq0l99XWqO1Kz7wjOMQg1g77qmLXiNiWFGJoghQo0g4RVaW2fJtEipkRrhU/hsjM06TtIkkCMcTjhkOjsMXNAqnqZ0NWjOM1UkK8E2+2kYZiIe0iAJE2mVee14QPkbff/jm2/CPm+YF1kyzP3ir79YWCRMm9fvOWzz79Bl988Y7Hxw7Ok7dd29ONUiVIPgSPd0n5lg7nwlf4Y8di5oMnucMOxAQwxkkyS5az2a+JCUKIlJylLRlO17CIcKOrEXanDZsSQzrADUWxLdRmBzNN0xBAGJdykNrb4fN3tooxhNjSXEDQNZeStBJ7p+VC71DpeCJ1ReLbSmOeE9tLo2yF3WdicvSqec/a5i2t0Hyg0oBMKRu5Z3LPo9XmonALGx3XmlwLFYgYj2/fdymMTmhga2rIfTJhhgPFtgLT7hdrvU6ToFZg4pgwEHATIXhVrNrfhihz0e4pa0db+/gsfBiWMBwCIWutngvSUqqcLzrBibAmahFXnp55yRvL/D1KD+w98WGD95vc76Vm1vWFsDRK2/F9Iqlt0TTN0AKTcXyDoFpm1rzvO8u86GYR1nUd/MWcM2YPk7Ontcq6rYBjXhZSFCR9muZRKO37xrqueq4COYuiuJQyuI5S0Cf2LH6PUmTLObhcLgPJOxwQNLotiihNvAYTTtE9uY92otoJ9c6pWJRrWmsVCsOJK1pLZVOT6oNbKhQTHzyhSRLM2UD9Pr6+444A/gEef+7P/Tn+1//1f+Uf/IN/wM/+7M+On3/3u98F+Ckk74c//OFABb/73e+y7ztffPHFv/A1/7wxzzNv3ry5+UeGPOAAXZgY7SATAhi6Z8MeULYQGRfwq4sacBNeb3+H+plZS8z7wKQP3zOv6YzYSUv65CvoxHbFIRwla7WYCKJk9UvTv/fGQ1SS+Jm8f/5ewPAktDaq7ezDMHy1/F8HXhbheVmIaSLECZceKPGR6mdwiW0TS4lleRhKyOenJ7744nNar8rlk8KwmV+h5osal08WtDxahLmUm/NvbTzhB4bDrLkffnAmxBgCG+PuISiKqDnzDQplCJK0+Y882bP1C70Pfpa1ovdtv0GOzTvP2myDAG8oSBHk0uaSD36ITFI8vPYEtJQ5E7wnKDfSxUj34HojOXi8JNb1C2pZ6b0M8QitMXnP4+MjPjmia0w98yZG+v4CTtCpruc1TZPMvX541dVab9TQcu9omzyI2tTO8/l+sXMxfu6/Iloq9XYj4t1IYbFCvp2KAPm7NtAkUxY773m5vgh9ox1xdNb6r63eoFEjvefEoYVOK5VWO73C9WXj/edf0p4+MK/PrJ9/wfPzlb16irvwxfPGnjP4RuuZlDzBd/b1qsXs8cyQoiYMSomhmyaO0i8ndAfniTENdbptKh4eHnl4eORyuWhMW2bdtnHuhVcZmOeJ4D29S4Hde5ciMViL/0AGr9cXRbAPWyjh0caBbBsH14pWo5rY9+i9Kaoq99i6rpiljnH97Hlo57o1Ef3EGMfGQopYhtK7qIfhmbd8H1/fcS8A/wCO3jt/9s/+Wf7u3/27/P2///f5hV/4hZvf/8Iv/ALf/e53+Xt/7++Nn+37zq//+q/z7/17/x4A/+6/+++SUrp5ze/93u/xT/7JPxmv+VcZtqu1NlutbWTw2u+tPWeoTK1VUkFiGguJtRPPhaEVEbYjt8Ijpng8PJuo/F6uL7rAHtYgFr9mVOnWxU5j33blFFZd3Or4O+NJCdE9jwfvQC1PhYelOtjCbZ87hA6G5ij6553YRVjEV5pmYkrEaSamBe8TPkwUIu7ySCbSXaI1UQCv26rFXaR38CHw8vw8FiAQtK3Woi1fiZSa55l5mU9FdbrhLdpCKsriw1zbOz9UkMHL+yzzMhbCgRqFOAqM3vtQK8Nhi2Eor7VzBzrcNB7OH0KCNE0j8cA4mmcPPLP+sX+maRqFqyHOVsAbYjiK3OAPvl+tygts9ODpzjP5AOuVb7x5xcPF8/g48Z3vfhsXE9P8IJub3nA1U6/PTHnn1fWK+9F75pdn+vWFeZqINpe0nW3qTkuNKPVQituifOa/mn9hrVWLAD/m4PlvTEyU0iStb91wOC1yDeW287wsy2jVDkGAO/itrTceLg/M8zza+mfBVe9iGm33oxWqZ1QZpKhpVfwie3NcXzY+//wL2tOXlJ/8v9nf/RBXC9frCy8vH9i3lb2IaXrpmW2/Mk2TxLrVxp5PPpXa8rVz5twhFppUOW0ioXVbVQWsiTC1sV5Xnp6eRvEkNi9ppNGIIlp4zHnPipKKK4Eg05Z25Ae/1ZTaSXmcTs+DbXqW5fDya5q5nfX+LLWMDc/1ehVUeJqptTFpjJ7T+W2bG0Pfx6bJyTPC7hGbKzFG5uVQqPtwWGXdx9d33HHgP4Djz/yZP8Pf/tt/m//lf/lfeP369UD63r59y+VywTnHL//yL/Nrv/Zr/OE//If5w3/4D/Nrv/ZrPDw88F/8F//FeO1/9V/9V/z5P//n+cY3vsFnn33GX/gLf4E/+kf/6FAF/6sNQ8HMxNkTuhvcoFbbwf9qx0Js+ZRndM+5wwrDQunPCNtN6/jU+kpmpzJ2x0dRijt242bvYMWGoZSGTlpWaNfEDFl062iVlVYHT9FalQfCeFi+WFtYWmeeXjtTStTaKAO1FI5Ybw6Hx+GJcSb4hI+JrFmzrTZiSNRWSNPMljcuy8y6XvnO/D3WaeW67uSy0XsVI+JWuFxeU1vRNrAUADZHrGgwXtptMXG0fiWmKmrbLI82mpH7Qzii/gzBnadZkFlEzW1tTEP2bBhvcY7zKKyzHqtTI+U0rC2O4sc5OSfDOJqTf6HRDpxjmqeBaBlVwN4jeK+KZvH9iN6RteAMtbN+8WNa3PF+5fd+9Ft8/vJIfXgDmgTiEI5o3TNLc9Tfe+ayeEr4AfO/I+iO8yJysSKJ1hTFXW4EIHTAOUrOI/0F0HatKsX1/+ZJcpDPmwxLrqhFCxzaKOjr6drb/WPnxoRSVtzbHBZk6ig4XZPj3Ld9fB+b92dfyTM/1/sgG44Gvc2U2qkF9q3hFvAt02tR3ic4F6m5snqJ0wsT1L6y5pXWH3Hu8HdstTLN09iw1S6G52M+OEeYJp4+fOC6Xnnz+s3YfHjnWLeVlGbdVHRybnjfxlwXikYYquOsPqQhCCptPEhr91rhbBYxRhmRAlvuk23bNPNXld2a2GFK+JRk0+Z0EyXXrrAsVsx6mnYuTPRkmzmb88uyjGu8zIsooEuluzpQ0FLMfuc+vu7jXgD+ARz/w//wPwDwi7/4izc//+t//a/zX/6X/yUAf/Ev/kWu1yv/9X/9X/PFF1/wx//4H+d//9//d16/fj1e/1f/6l8lxsh//p//51yvV/7En/gT/I2/8TfGA+pfZdiS3nuTQsY7Wq+j2CIw0jvOBcZXeX/nReVcXJ2J6zftr1MLMpdC0JYlvSu/T7h85ilou2ZDfWT33gfCUfIRfWaFqJCwDSlRa5MbPs/hqdcQwrwoC+X9cs14HFHRSIm0O9R8pXeagwYQIrU7QprBQQxQeyW4zr5XrvuVKUXSFOndEUIiRlloJfBdyPbOOaZpZttWaioERUtssTe+Y2uVooX2uZVq3C5XjxSUnPMhdtGCy0QHdl3tbw0JkcLmOD+2wNr5fXh4uEHABqLq5VgNjWpV7YCU8N9qg3hwR1HKQT4hRLv6vtl3sfSSs0mxFLlCA+i1D4XwhCO//5LyaufVq5kfPn/JHGemh0e+2HdKCzg/87S+o4WdhwLbF4XlmzDlK2Rpl+Mirq3MyysVoDCMem/QU+VCnu1Uej+yrMdGp9WbeW/3jHHzBsLeJepPPq+y7uth4q33zshZVoFAR6PgFA2zQt/5Ix/XPBWHCOREybBrbEh4qZnaOoVO7R3nIy5MNBLX0vE14vpMja95qRvX7HjdE6V1tpcVH2d6K5QOpXRAPe1qxSFt1WmaqbsKIOx/63xK08RyWYjaspZ83sTLy4siYZGHh8S2rTK3ysHPq1WoFPu+syyz/n2lNZnzNo9rLYDm7Oqm1a5Ba5JZbdcrBE/Wwv28icWhoo+DsmJit1IsieVI36HdIp/2/kLv2I9nUTebJSSSUo9P2uP3AvA+7gXgH8jxL8PfcM7xq7/6q/zqr/7qv/A1y7Lw1/7aX+Ov/bW/9v/3MQ1uFxBTovVAoxAGbgH0jj8pGnM/WrVn9MCGIUJwm5ow2hu1DYRRUDxBHHtVbp73pBAk4uvkRSe/cwQXpSBzJ4uOGAbyJ8Trqu0S+WwzyDUaYNP27oiL0jbjvu+Dp+eduNfZcedctChytO6IBByRHtvwCgNHjBO1dNI8s11F3bykCT8DrbOkCyl5MbQuhTVLTBVdiOX0Tu+Btaxc85VXvbFuK4u2MEutxJho+VBST9NMDBJTZcIOQ6PEk+wQWRiqZN/TFl5bAG0xtPmaYhqoor3Hkbl6tCLFnuPwjbTrX4twzqzFLIT4A+0zxFg2A1rchDDmiUMKE2v70vtISTh/lsdTmyPFieAryyffpb48cZ0f6IrSmpJ7V3Tn+vQiIo5W2V9WWtlJMeBCxCdt3/Wu9kjKreSwppGCfB7t98Gd1OMzkcu4L+y+07l348dniSeaNhGitAvP19IKmNaa0gXqOFd2H6aURlEk11qKZROHDC5ZZ7RA7fjkuBH1bgg4H8A5Ht685ZP6fT68vCM9fo83n32PFxepzITQCemBdX/CAV++PBP8hldEblaE34dAcInWxZZqCguOzjwlKdCmCe8cLy8viswdHp4hRB4fX7FtK71Le9qoAB3z8Kw3grN920jTpEKNMIyju24ct20bKnOLgItJCsvzfLdr1TvE6E/UkKDzUNrLtVWiP0Q2zjHmrXO3pvP291KQH4X6EGn5Q5ATYhg+o3cO4H3AvQC8j480Wq+icttWci6khxkXAtSK91JMRadGz+ZBhgNd1AwFBEbRF0IgN+GRnQUKVmQZ7DhI6A5BGoLGqzlRd45d8lgYpS3SnLSqc97HgxQOV/2gAgqHBK1LkLwUf9EH4eE5T6EPG5kKh6pWv9u+7YQTwmYo5OCneSkeo4fqIakgInQHpdG8htWHiR4KNWTookite+UyL5RSWXMmpkB+2WgFLdYie7nSQ1M+n3DCXPCyENB1gZTj7L0PhedI+9DFw/zpQFr6jcO2xApAExhY69gQQIDutWg8qU0NuaJzo3Y1Dzu7HgA++pFEMhAyLT6tSDHe4TAgd27wAc9IZQiBWsoQg+ScybVC99Aldq/Gha3tZJcon3yb+urbOH8hPK1MTlCUfaukPdOfVj65TDT/Qorgutj+4BVVLDshRHAi0ohLJHlBSF+uL/R6RKsd5sQ/velxTgr+cU5bp7s+2u5FW6oH//W4RqakXpbLT6NQJ0ufmNLBTVTUuKttUW0yf9B57OopauxE7RAuINQOvSvajxgUf/rtb/Dh+ZFrfuHTT97S371Qrpm2N1rulOporRBaBddJtfL40Amu0mtjL4XkCv4rXQJBdStZKRyg3pu7GKab4OjgoqqFSqv4Jj6B43nSG/uuAg26ePQ5yLlhfObBhUwy52suQ/mdS5GuAYCmJHkfTrY08zCibrUNM2nbWJnBs/eK9mLin0CM07gHnJMbzKu6386HPT/l3hQz77qbfyr3FvB9APcC8D4+0nBOiPVxmmje06r42QVni7nxhBgm0Skluj/awbXVgVLYwvfVBzzukHOcC4Qz2nTDE2uCTIaTYMOhxSCCws3zMlDB4U9n6sYOLvhhIUMXFFCOyYxn5SFcW6Fr4efcUTjZLhwOdETav4fNhrWsAYL3TDHyqne8g3ebICKECe8CKQaK61zzxjdffUKtEoVF62zbSlpmfPOsRYqQ5CJU4yxO7PtGSjOtGzdPzG1NLSsWM23EVtl5sWtSax3f8ay4NmsdQ0Eul8tY8Gyx3Ld9FMBWKI7C0orFfiAeoo48jJCNrzmO7yyIaEdxfb1eRejQ5G/NX9DI89bqlmM3fzgR2uAdPgVKb2QfuUwPLA8St5erzOVCZV0ze+30tjGXwv78hJ/BsfPuyx/z+JkiOnh6P9TsdBMBHPYd3Qqw3m/QJSt0rbVnOcF2Lgyhs0LG2slWHNdWRza2nSNrQ07TAojvXUxxqIB7a0zTrPnIR6qOoNMobzUPvpmgTmG0j03YU3vDN0VBQ6AAuWWKK6TLQo8OHxJP15XuPPjAXgu1Qmue3gqdQgzKiXWRECLzNOO7/Hcuhd4DwTk2NVmf48K6rjjnicmNdvb5WWGFlsW8reuq+cAMo+t2okPYJiPFxPsP7we/bpkXtm1Vq5fDlihEa4d7ivFmnR9FmnFfkxaFZ1Nrszk6I+oDbfVQch5RlILSt7EBs+vs3S3CWJyJgfbBZ76P+7irgO/j4w2jtDhPVc6J2Jz4UWCJo/5hfzEWcA5Li6+SyYGbtsaZL2YL1C2icdjHHJwe4SNKUdiPZBJdeIU3yO2Dsctix4mDNVSj/aeLVCuMTOmLfo+z+W5tUoyC+HkZNwlr+VX1TuvgPrxn+vJHXHqBvtGdnNOoQgkXPE/XZx4fHphS4jLPLMtMc4LOeWCeE4+XCy/PHwbn8mwubIVRDOKNuMzLDRpq590WocHXxN3YiVgcmbUVzW7CUD7vxOj28nARw9tT8QhH8SOnXVq4uxLvffBcLpJ4IvY2t6ISoxAYMd/OuRXs3nuWeRnCHzt+K6hkfoqaurdODJ7SK7tzvN8za2lSlHRFdzR/WaawfDe6CBxaBdqKdwcqyij6G1WTKOy77pspm1He5iQqcVVrD95pjEzTPIptO8f+5ItpPFcrACwBIpcyik3j8EkhpH5+et9K+1g5tPShdrV5vlwuzLOkwiyzqIhxItgYnpoIMj8vs9juEKm1UzuUVnneruytEqeET4mndWPbK7U7cmuU1mjVQY+05nA+6v0q93WrToVRnVIy8zyrr+Ih6DLBU1GzbOMkxhBH5GQMceTzOu+4LBf1sZSi2VJwvD8M6Y2DuczLcCBwXlDIbdsH97Vj2cCMDVGMkWWZiSEqBcSp7cw+npHGry2liGrZ8or3fKOQl82odFLMTP5WEBKG6M1+Zp6jtTWhtvR7FNx93BHA+/iI40DNOnD47yXlzUnUkqgu97yLoWm4zd89t5Dg1vsMbhWeX+WxWHu3n4ozkKIgnFpp5wf64FfpgmmFz7Am0fd0iuadSfY+ePZ9G5YQrUeCIgznvNvWGrV1SeXoEtAun1vZ90xUDlYxD8JccK3hy4bPL/guaNheMpdpYc8bvYsSkuTJZWffr2yboCuQoDdwjZw3NifejKUW+rpymR+lEGqCpqUUsRisUspIgjCRytGO8kMhbcWN2W6cVaaGQNVaCRwL6BAp6BBFphoNOz8sX7oW4vMksVqyaO6Dpxa88LDOtiWGdnTdeFjbbyCUuuBZe/TYRJw99WSRbXRyLdTgeemdRTmBHthLpjS4rjuPlxlqp/kOs2PtjlI70w4RRYBiF59JHzSTOeBtToYwFLU2980ehnJwY611aabDxjWlM9rBdt/YBseUxK1Lqs154xTVj26IY7ynlz7e4zDmPpTTQbNxDZ23XOJWuih2gwgijDdalJdKq7RSaMA1Z665EFNiwtM6rNfMliutH2pZac0WvBej7svlQVD8IBuNeZppBRWn7IQwQet4HynloB2IglfN4LVYFHFIGuez1ir2RYOT18cGQgrOinNhzB17bpgSeF2vOIeirG4YOseIXrcyEOauNIeQEvu20R1MadJ4vkbrsFweyPsGCPevtkYtefhwGlos91oXFDBI2oj3smHt/XBcuL3OR573Hf+7D7gjgPfxEcfgEKmizVqL9uCETs7SLopR8lHbaQd7LgLt37b4WVHnOCxixmdam1DblGdPrHFsmgZx5inBVxA/dytcMHTAEL6Sy0hY6K1pQWOJGl0f4v2n31dH07avLE5RTWTDCI3vreM60LrUbzHytK9c90wIgpo57+neEZwnOk/NOyBCkTVvcm6dIwTHNCdi9PgEBHh4eBiqWuM52oJvhZ4VwFb8eu+J6cimHQWIFbb6t+c5MBAlLe5GUY9E8Rm64px6OapZs/GnLDHBzKTN1Nc+u2i72lTF1kKTOXW00Fo9IuWMM5UUfRxKbw6LIDlOR6mZ0ivx4RWXz75NxongYN81t7UBntoguSTxXa9mHr/7lrUCeyc/bcN8N6vIw8QIfcyHNrwNz+fQiulzdF4IIqLorVO0De2DH4jm2SbHnQpCUbsesYt2TaxIN/scu+eMH5uSmiZb69BEEv7gyS7LgtmYwEllOgQpjlo28JBb5WldWUultsB13aRocxLxtq0Zh7R1vfN49QedphnoynWTcydt3/NmEG2dSwLG9Xql5MK2rVyvV3prLMuiVIltXP+UJMM5xMi2iUfgyAKuMg+jFm4gvpm9dfHBvEj7O6U4NkGWzOIcw0/wzZu3ch2iFKNWsNnGZds37WxIQeew4tMoIk7MxtV/0xBN744Nai5ZN6NyL5ja+cxVHFZWel+exXb38fUddwTwPj7KsMWl1oZvDe8i0xSJiALXCMwgu2z7G3eKmiq7ve5ILTB0B44C84zCjcU8HPYZg7ejo/sOrd089GTB64jrwhEvZsXCKCA7dKcPZeWn1VoFuWmSftLhtn3c1UswpsN/sDcaTtEt1JU/D7QhV0H/rD1ecmZ+/RbeX1hevWZrietecdFTchVxjWvQKtt6JcRInMSK4uHyQH6udC0SSsvsdWfPO1N8PMjhgHeOYsgHZovib4o2a00CQ+1oRYTZfthiZAtSionSyuCi+eTH39rnD9sQ5DyfuYHGIxzFWeujcC27pFFIdurR3rci71zEJp/GPIkhjiLFOSmiaxdVZIyBrsV96w1CoHvP1hquu7GhsU3Juu/UDA+Tx88TJWRe/JW2w+MVelE+YrS281F0ylzxwx7HztsxL+XnZ3W1nJc+2scmYBjUhHMLvXWhANh7awu5FlOFKnqbEs3XG/uSIfLR+9CKmrOJdF7zKCCthS5z+bgPvPN0VxVdbiyXmb1Ucun0dcOToGdKd6wvmeASpe70kfoiCvzeNxZmnG88P3/gW/+vb2FxkhORaUr07sZmii5pRe/fvx8bAkN/LZ0j50yME1lV8znv+jyy3wXhKjfbqDAKzcPqRmgFHeHulpyJIdGaWfkgrV4YwicrFK1FLQKSJO+1LMohFJ6h8DdN2SsFdggT5rTgvIMq4jRDAOd5Hvw+25wdQiKl1Cgn2vu7EfR93BHA+/hIw2xeSm9052ilQOvgzKleWjulqD9aFwuOrEWQtUxtwer9iC6q1RR+x4L31WSCwf8zUaMuZKUURS5kQT2QLGlFG7pycKq0COltoCmlSBunlqr2KGEsCDHGUTiGEHCtM6fEJc1iedM6vdSRLOCDih7o2ioK1JylJURTAYInTYFXbx6YUudVdPhW2CiUGEjpAfbAdP2C7/jPeaxPvHn9hl7BEyg90+qVS3pNqTuPr8RPLUbPtm1aHAvaZUbcwFAhWiFVFYl7fn4RXtK6jrbiaA93sXI5+5HBYfBs7cqX5xeu6xUTOWzbNgpt4/VZETPaye6UinFCtaZF1K6Gfllbzwoma+Ub9zL4cCi8g7S8pb1WiCkMfpUeBdE7nIe9FgKeumeSS0QWJv+a3iK9OWk5ukbpneoX2mdvKT934f23Zvw3P8HHBM6z552XdaUqUuxV+VxLHciyGaV/lboAR9as8dwM3bH5D4xrYK102whZS9lysof9TW1s6zpa0fb64G/vqZTkvNr1fXl5UQHJPDihuWRBtU157cXQWmxy5B5fr8+8XFdqT5QMpTS6m9muHddFtV9qJaYHgo/Cc3OBmC5MMQmq3TOP8wMQmZK01Et27HkVbqVuTEKIfPLJp8zzrGbRXSkOEe8F0dw2QQmBwc8TWkkb3Enzvty2fczNRYVNXufMvu1S/GmhKDzMI5fYvBYNFZVnpbuhLpSSx2ZwXa8Dba2lcL2ucszOgxb1rVe8d0xTBBq4jvciHhvUmA7zvNy09M/c3zsCeB9wRwDv42ONDihCJ1w2T+8FXMArYVnMhhv7vikypEbNMBYeseeQBR+PikX6WNQPO4yjuICj8Bjt1BM62Lsa0SpSKOTvg19oi5bnUNuZV5aZJNdSdfctPn7nVnPvjWmeBudxy3kUhdZCLjmLNQ2wrdto/TonGcTzNLFmKQCrIi2+Q356wc9PlB0m/8D24QOxFWrtxLrz1nWm7Zn5TecSPXvNXNcXZh/ZtsqrN1IEdnfyOTwhRXL8R/ydCUK6nnOHG22u1tpYQGoXr7LeO5fLRb73tnG5XIap9LZtA+WyAtjMoQfipWiwcPYWYkys1+socM5CD2s7g7sRL1iU4Ih6c0dbG26j4W7FJlBqJeddFlwVavQureqcM66DV+U6TdrAOTd6V5VriHQXccHD4wOXb0VcudAeH2mtyyLdE8tlGe3cSh2+hFOajuJA0SmxLDFlZzkQW+W2tSrzY6h8w2FEDAxULkY/7pE978L31Bg6E1BYgWKFZQhhtBPPRYNtWJbFaRG/j01SmiYxYlYOawiB5AO5VrYt0/Tn27YLFzZ39lihdNZ1F4GHq7heWTXztxUGtSP6mXmacSFR9d6Se9eT0kzonZI767qOx9Fo8SvHtZRCDIGC8JBLEfrBtm9DLX5Gj+17mIDDNiv2HU2gNAzkjT/sLIJSCmqz3rFnjd1jtUhy0YEAS4s2BPEVnOcFHypTCGOeSmEvXYdSTtZASPFnzz7j/KEqYYu9bMW6DkNzdh9f83FHAO/jIw1phUhRFEjx4FpZ29aEBkbOt+JLWhN1tCCNYG5I3zk54qsCkHOrF24LyTPX72bh7wfaVGuRf4r8u1kIu/LtLAvUCjnop4e2qWTjCHKXgu5YCBieW1I4bus6jl+Urpvu6vsp2iziXcSRKDsSw5VXEh3fC65lGht9z8wNpusLX/xf/xS/fklKnWWKNCfFyb5mYpwp3XHVLNmROKHGsUKwD0zTNEjiAzmLYfC+TGlryl6AdV0P/0C126hFuFYmEnG44cO279KKHqkUHFYbll2cUsIHKSCroqcmPjFT8dYFWbIEiHVdh3Cn1NsC3VIRQMUwSknoJ9Ty4J/KP8IPC3ougiKGVakHiGWPc2x7wYeZHhJbd2xhgjefER4fBXFThM3OjxXDg1KgKLR3B0dv3/NoNQ9hyNl6JxxJE8Z7PRfMIO3TnPOIJJNYsziutaHh5n1n5y7nTKtN+XeTFFveWtSHdQ79yNru2t40jqmIhcTK5rIsg2uXSxFvwNbZc6M1T0qLZGHHSEhA38n7JsdXK1OMTEkUxSkGPjx9ybav4z68vqzsWyHFNCxd9m3XjgBSqCq3T86nXLtlOeIQrXA8NnR9nEsr/OzewKHcx4NnbOfShqG6JprKOQ+00RDdGOOgXjw/P48C387t9frCtm7aBhe0Xuavteo5ojX7gZZ7d0sHMD7nsiykaSKOWMV7C/g+7gXgfXy0IcTkM1cIDnPYnLMs8Hlnz3n46p193Mx41h5OZ/HHYYlxQo/oN0dg/n0SsJ6P9qEhTsobNAsR5xxJie5mHSO8vrMljDPgRRGPQxziVY0qBYW47Vt0k3EFrVUMYpdxuTzownI48j89P5NrZi+VUkQN6EKCdOHFJb5cN4rz5F4oFFx0tPrE6xR5YCbuK6/zC298hbZzmWbilAjREelERDgxzctA8s4FtLUiTTHonLtR2XY6Ly8vcs71WvZ+WMGc0zisjQ7CxSqqUm29jQLHijKUyB+CZOMKUf4QBqWYhjhkeLnpe9lGwopR+yxDPwxpGfPi1No+C1oM8bMC3Ir93hqXh8dh1YELeB/BOY01C0LZL9Az+OahOjqRdHlF0gLD+GUjPUJn7o9//GPMv9FaglbcBW1Tp5iG8jfFNArtIWQKfpzr80bH7pfZrFrG+3tyLuIDePq7EY1nGya5VUZbet/20bKX1wRBTnfjAkoLGhgbAxAFas2Ffdu0yJJNYG0gtjrw/HKVc9QqKThicISTurvVQs4r9ErvgoLNc6IUMUMXr8o+uG/TLPFv0uZdmaZpUBuclzi2pm1XmzsD3XZyT8doAgpR5+/bLu3mcvDrDHXNOfNyfWGeRGFsvOCYIldFsu2c7vs+nmuC1kl34/HxERB0uevDpndGVrPXZ5c904zCYhtMec+DlmH5zpYEMj5PebSt1XG97uPrPe4t4Pv4aKODctwS+yY/6doadnB6eEmSgAsBe4KdF+x+atWdW5PGU4LDRgO4KQ7tQR+doAGmJDWEpddjx2yKyKDRXLK7loWvNrGHcMmp8lR4N4a+5H2nhkDwfvjH2XuaUtgsPnrvxGTxdbpQqdEuuuiXlpkvYiPSe6V3T50f2C7fIIcO00TvaoJcM337goe0QG3UsvL9N9/k+fkJaifvO3utTKEzUbn4Ttk+UMtObokpiYLRwWh/A0MocC6Qz5wzO/+tNZIWfcPIGgZCh4oBBoKVy/BNs3QRnR0D9bDrWrXlbgueFX/na25zoetq6cPht1hbHXYfDkVjo7SJsxbd3jm2fZf8XwBFcUIMtDyCC4XS0Du1aavSwy70VVqXZJvgOq4V+t6oIdObY91kk7P3jflyUcGGFg7TRIgTn30Wj+PX80+T4tbmUEeK7dDDyOEFRlFj58SENNaSPZ9PMQzWxJkoop9cCtM0jTg4UApAPXiz8zRLPnVrLJeFnPMpPq4O1M+K0ZTkmKxIwRBWpybimFm1I0RRsudameZZRGK1sO+rikAKCU8pOy50idRz4AN0djpCLSkl41w8pWqkgeoaaifnIIw27Bnls7mdcx4eiiK2CLRWuV5fZIPjhbNp3Qg5x/2GGlHqkVwDUuxdLhe1bllOoh1RCJeSOY/gPQ8PD3oPFOZ5Yl3XgVwaKu/cbf6y2QHhGPODzPA4NNqGbIDyUFjbubmPr/e4F4D38VGGtUTNjoV+2LBIi+RohYFwqlwIcOKtnE1uTalpv7P3GkjJV5SP44F4KhSbU4J7dLS9jGLCiN5RC5aq/J2qz9KUIqEdcW1WvFiCgqn2xN7jQJms3SmGq9A2Qyzl+y662HWBz+Q7KS/QLFlSmghAbxN+eU2e3xLixlYrzgdarvhemcpGaBA/fcPT9T3f+/R7TM0zxQthnnnaP5DLlfLyOeHyCW1/4tXjhX0TFCZGN4655EJ3evzpOM/2vQydlTZjxHv11CvCxzLUbVuF82dpG2dxgSGwVltZ4TFa+pZTq4hG60fSx9PT0zAlBjXe1nQQueZuHCMcrbzSCpv6NNamvm+tDfS5gvDC1N/O0EAxM3ag7cFcCrV0XEyUokhRkDi95hxbzSTv8YiR8fP2RO2NEKMgr+logZdS2Ms+xAlf5aGek3A8QoFotZF7HudjbGZOGyQz27YkGxNu2DXrp4L67dtPxKMPS/E4soRNhLVtm7SP3aEMNpNq4dMJt2wk9fSG54ixc0H+5uV6FT7cnoeZc29iZnxZItuaB0LXm5MiuKldVPLEACkk5c9WWtupNUMXq5TeGvtecPYs6FIIeW/fWwqnZbmMyMdy+u699+HFRxNKgxVihijHKC11NIHPrlGrXpW3TcQgFOVeBixCMaXEprSGw1/xKCDtHuh0ArfPueHHqe3263WVZ5O23mupKiTp1JqlZdzlfbMinMYLTDFR/H4jbLmP+7i3gO/jowxJQ5BFvraG1110p6u6Utd/5bt1GLt1Q++sJTNNE1OamKdJXfvD8K8K/uA/nUUewEDy5FigFVHull2MVK1dC4Bz5D0LklebLDghqmWDIJfmzSWtrsA0zwzfv9aJKRKTJkmgQgEkS9UWZmkZCSp37Nzb4ASFEJjSJIWfk+8aoxgHez/RiPj4wDxfeFgeWGLEd0cIC895Zy/P9H7ld3/8O9QwM4UHWnOUXNmfn2gffsz0/AWPTgxlBfVjfHbrnW4AlBXf5eB5jXM92vmHTc8o4iwST1NQrNUFYhtjuawWNWdcR/HIy6NFNk+i2rT3NsTv8fHVDQ3ACmhrJVtBIi1X4Z7ZsQeN2rIiAy0UhYMn18b7IGIP70XY0qSw8M6xLK9oLZBr4+X6LOpPxMR7mmZqb5QmU7+RWbcXaq28XJ/1GMNAxoQn67S1ZzFrfVAPZFqe7GKcKVQXgg+jVXwTi6fnxDwURwtW2/H23c2eRI5lFz9GReStNW7Cnc5h/B1iGBy2fd+lUNI2vBU/AIsVQvvOtm6s26YcWjVrToHuRFVfa6a3yvPLE94LQodD8qm1JeucoOHZVMzduG+N4B3L9MA8LWKDcuK1WYKMiDTqOMe1CifyXPyZH96e93G/LsuimxxB5IYozHvbu8h1CZF126jqTHBYT/UDsQteXQPiSD7yQ4l7WPmA8ZKbxu8d/qcgPEYRWy03z7yDPyuHNc8zUzr4yLUWutIa5LoyWsfznP4ln+z38a/zuBeA9/FRhncOh5c2pT4s5aEMPgaag4rYxNh/96+0ZIyjt++SYdtyhdrEn6113GgrHQiVccoAtZ5puNZJ3jPFpMiMPHKjLjTbtv8UcX6gjc4rgVtas1bM5VyEO1RlQartEH3ghA/nlWcVvB+LtYkmpmmm1KpFpYlj0BZppudOzVUQwS6tsxhm6tbAB1wMWkpX4mUiffI9fuIC79cf8vjwwE984WVeKLvGn3VPX1942N/zb7hOeHlHrzs1b3h/mGl3IE3TjfoRtVzZ9u1GNRzVpPeMDh4mzVKwmQp4FF0cKl9Do6Z5PhJA/GHIved9WHCcBRzWbqSr4td4mE44iCml4T34+vVr4T3pNQqq4jR+Ym+dOc3EOBHTRMfhurQpey3U0nDd4zyUutN6oLVI7XJt6dKSpDaC8zJPd0/NlVauBGa2pyt5faZpoRlTGtZBOe9a9JpK1Y0i46yytqLM5pAPfrQBrUA2Ffc0TUeOL4aKH6beZiNiBsGWH2wihYG66galnc6vtHcT8zKLKMSELO0wAa+lkLc8Nm4Pjw/4KN50rotiey8be91wvuIVHYx+wiFCm0rDRY9LgUqnOUfrnj3XwZ2MMdF75vryjrJ3au04V9iuK6VUnp+eRrvTkFJDn707VM6GxFkmuQlGbF6bJUveM1F9DI1PFxQtlbnrWK8vNM1ttrg+E4bYZkda32Yg37UoTONam3BNNpdSpDl34imn6eYeOs8ZE2iFECj7Ti+NKUSSDwRRhgjtIXjpPiAbwLMtzX18fce9BXwfH2VIooJTwnLXDpqhRtJKOiMXhmSYtx8wFrgYI4FTQoGiNt0fHn1j8Ty/Zwjiu6eCg7PFxeD/KEfNyNqtH/FatoBayzapvYMPYXCnzGcteOX9oZm+/iDniz2EGsgaNzD40WJ0jmEe63WRLorOTSmRnagwL/NFFLRpogZwzlOBZQpcqWxz4l33PMZvEC5vWF69xVfPu6d3hL7z8uFzvjU3otuIoQBtBNGHkPQ4VVnrPEWjvA6VsxsomqEaFlKfTiiniRnObXxDh872PUXtc7ZtlTSFuPD0/HSDZHlFeI3Ifi72nXODX3ks1kUJ7w16oe4WuyVtL7NRKaXo8aej3YsUR4cjmlje5I1ROGyKZHmfaE0+p+wVnOfl+RnvAlvOhNK4TF65eJ1tW09t6UYIanTtAr0yChU6grZpYW3IVC2V3PNBd2hdzX6nsfjb6+0ct9qOVuMpvs9QVu/8sCqxe8v4aQ6xCNr3fShez9f0HJMIh+efRZzVUsamArV8Cj6wV7QzoBF1WA5vo7lOb4UpTez7Kshzt81EQfAJT94btUCfpPWeJqEDNBUhhZAoZScqwmxZ01lbvOu6Mak59Geffca2bUerWjeQpoY3vqv3nmkWXqOly5haOGnKh8yXI2kDRYaDcoKHcXmRKD263ufOiwm1UlCM62kirFoheOmbmHn3rV2M2gARWLd1xNbZPWtiFaeUknx9GaI24/B+1T3hPr6e414A3sdHGbYjxomSzvtEaAVvhRwMVMzQjVsy/62SsWnhxygsvT4sufkbe5/WmiwXzlOqISl97O5lYdRdcxAbBYtF660PJWvwHtKEWWKYYKXbA3ZEb2miQms0U5c2WeStTW12DSZc8DHSexlK2ZQmeZ8gKNV+ahWKUEWQ1Jq3YeIMohYsycGrV/x4y6R6IaVHrnklhUlRO8/y8JovP/wue4PQDhWutRutuMYdvDPj4xn3y7wKzYIkRiHNX6/XUSgY4jcEL9ryEgHCYUJb6lEMWkvOFlwbZ26TDWtt2kJqBrzOu0PcoS3Qy+UyLDjMAsX+3pBDQ8lKq8eGAfH1q7mI55qThJTuGzFOvKwbIUQckWnyrNdNWvv1UOaC0/amxrQ5m8+ikg0h0L3DO/G69EFESlYE2HertQ5/uXVdx6YjpTja61bo+VMixVkY0ntHMCA3zmn3x/W04nTwJWuhF1OvFylWsiSuhBhu7tlt28aGzjiAtilovdGyRvC1Ti9CrxCPRSkUu7bvp9nTqnITnac2yU0OMRA6XNdN/B6JeDdDF0X2lGZFzxsfPrxnmi43NJBt3wcHMART0sKrV6/H69brOri9U5oGRUSKtELDfEq7oo+y2bler0xp0vvlEGRY+9c2fFYUWofC1N92vls7KCKSLDThcFpoO1KaeXl5OugTw3bpSoxJ1Mytjd/XUnHawRCfQMkhtvvcuK/eibOBuxeA98G9BXwfH3EYuiUctzxsXQzpsNdYzJftas88GFush09c74dHXzvi3MYD1vthH9KVr2bWJD4E4SEp6hFTJGpryhISDvWftjSLqH1TkvQSs3WxGsV2z258dhzcxRDDqcASbpnYbUiBaWbI0yQCgFyyPKibtIaDPxJKhNBf8S5o+7sSPJS8k5aFtDziHz7Dvf422/yWnC70GPDTRAkThYib35KnB56aY3p4oy16hnDDii8rBsxTzpI5zFplIK64gagFf3jOWeE3WvmgaRBHG9MMdVOajjmgpt9WJJqB9LIsw6vP5oL5p7XehhGyeQqOeUQfVim9S2au+dqZj97gM57mnPN+8N5ccLjgqV1MubtzFGvbI9d821d8cAOZscW/lF3Pj6qpT4plH9TzsEkSh9kImbrUjt/OTW9SbLTacFp8j6QOLTxMjDD87UYhIv+dd7HNKUWK2mHFo/eMnefxMy32DJWMKd4Uf+ciyzZCdv2sWDUO77DZ0bnUWsUHKDWTpiQRbmScl5izGDyTRhl63wnRExT1brXTKrTmCGo+3pQasCwL0JineXz3eZ5OJs6CFr57946Xl2fMukiEIpraUTLrKr6VRb1AzVKlZEFd8y7FtXFd7YHjnBt2L2IXpNzNk1BJNjRyXq2Qk7i5k5K+NeVpml1VZUrToD4MP8I0DQNpaTNb0amWVYpqhuAJMbLvx6YA1BRdKSv3cR93BPA+Psow4n3vKLdG23Y4UOK8oQ8iFDnsXECKklIP/7ZaGikG3XmLcKTkDE0iu872MCALXjBUEZT3Eij63+gCGrVY68MeQdz87fhrK9QqLVr0e3Rg3/MgUI/WjH6efEU1tMbitNwwJDbrF1twzpm1pmiVc3coPJ2TlIjgAtv6Qq47zTnS/EhvkoLQCLglsQfHlCL7h2dccXQPU5pYpsScvku6PPCNz74h3zmodUjOUgA04bJ572m0wZ0qVdA2Q+JMLWwLR5qSIERTGm1ZU4VaQWftRzNxFiQwDjQPGEhXa1K8zcss0WI6zga5Rqgf1zscBtXOCdesdVXA9sYyL+xZWsnGlRKsWpCm2qC6qoifH5+Xc6YYL8/JIj/PZp3j8F5Ul+bjKArWxrY/E6cJ716dWuaCyPQuXofbdhXBkarRJ03mMCXuEBx48/GrJxRKvBAfHh609VtppZBbVnGBguZ6TmTDk27OdymC7tl5N3Xyth6JGL13oo9DTNVbl8IYNwrrqAbSFuVoqPK2beM7CEdwp9aNUnZ6ryzLBFRwcn6muKjH3ga9EZOn7ZZh23HucAHwLrBtRl+w7+hFSayqV3umyHfOp41HuvEotY2ceZeez5EJMg7Bl1jhWFqNpRcZzcBUwwA5b+PZJCh/Gud9WQSpNTsdKajjQPNMIj9sfNzxfBxG0u5IO5J5r/NfN50mXEOfe5YxXFqj5UxRqsvYkd/H13rcC8D7+GhDUA0TNxw+e0nNYs2kWcxc58MzjMMOxB7CSRWqTYUfgrCZXcXB/7Jdv+zeG85QRC22RttYj9HUrV1bXd57AgzOXm1mVqwIh6r3rF0cdPHAO1UZHkWiV7sba5c6PY5RKABTiqr+k2Myrpnzjm09zofw8RLzNBGXGRc6PSRetowLnt4g+sTz9sKr+EaQDZd4nC648sKH9YnsE9v7H7LOn/D5D/5vvv1vaQTVdKE1WygNhXCjCIlByOw578OPztAmW/DPql8RusThqWYtNUPHDCmUVh8DEey9D7GI9yK4OSNS9nfnBe/gWx12L17RSONQmS3JQDlskXSeWrOq0CXmz9rdrWlMWRd191QTtVVy3YkhUTWdQ96vAZWcBaGzdqBzQdqcrSgVIIiN0HwR4+NmcXjzQM2Mp/ry8sLj4+ONgflonWvrOzf53bpuUsw7cC4QkijuZQiSarSGWsoojkyccDZQv16vPDw84C5u8MSAwWEzLqFxx6yYsv+22ED6rXWPXeuuWbWdCq5R245zkcs00eh4L//0XsQfUK1eBA0TJCxEPxT3ISSu1yu+vyLNYrbcm8O5PpTjwMjtNkTsslzGcfbeB0q5rsKh63reSi43G4s0JWnD+yNz2SHdBIC85xEvKZzTejM/WzuePiaKso2RFak5H+c9pVnniVwP8xdMU2LbNqZpGs8M8yudpkkFJ4UpJhGsddkIO0Owuxns5/Hd7uM+7gXgfXyc4dAHrOboNvHEckEtUtqRXnDeaduwVp4QwEWd6sPRXpNCw+NTHIjPWazgvaf7Cg1to1q7OWjkkikcj+OIUXM2LSnAucHD8ar4g6NtY7w4i4hDkcSmCIiJTxxHi1qO+yBo2/tFJ550dIR71ppY5GgLKoRAdh0XGvHL3+N1qiyffo/frhvdRQIzO1eK23HdsXDBxYILjQ8//pLiKqFnLtfKY33Dj3/3d6BmOo1eO2meQJHMGCcsIi3FpAiJcLq8trSAYUsBgkhYkQcIyqlIihTuZmjdxz/S4g2s6xOvXr0ahZ+08aTYNp7ouZWZToWhCRIsMg8YAgUTJmybWJzsXQQNZm5dSxZUFo1ocx4XoOg1dYiHWivy/QWB6dryhVIqMc3suVFblMW6P1GLo/ZA9DM+JnCaJuIcIcyEMInvYi247oclyGGsLOIa4/flnE+ekn205Y3zB4zWrPAXwyhEQghDLRqdxI2N9JViaGIftjIpSWHhvRcU/lQAmd+cHZMIKlb1nquHH16pox0qtjxVNha10spGKZnSlJfZC49T4tWrR67bBy6TJ7rEviKvCeBTwrfAvj4j2beNnBt5drgYmVKiZbT4mUX5fjpv9gyJTuaD2byUXEYm80AVFakU1FkQNXsOWavUUMTeOnveT9QJaLRR6BnXryt/sNVGiG60wkWwdrgPiBegef0dankxgp4pNQ/E0StlRo49jGfc7OchVBHkW3aWJUv2cTN7IfkU2Yj3Pja29/H1HncO4H18nOHc0fq1Nm5ryt2rYzGxFrD8iRu8lqPVGJinWVq2rWnDDhWX+MEtOrcnhwjE+WFb0pE2blWkIgxkSP22TibOZr9g9hetVT124SdZpmrJBw+xFInCsm5K1wevLZ4SfXeYUlf143p5eblpG4oq0Gmx68ZCGrwUqCkAL++oP/qcn1kuxA+f85Cv1G2VBcp7np6eBVmNnr1VpvmR7qRAqNfO68s3eXl5odbCMi+Y0W9rUlSVPQ9u1OC0advVOEwOQW2NJ2g8spSm4b1oCFfQoj34cIOmlCJZv4Y0GhfSovtM/GIo2DnSbRSEuLHYjmva6jjn+74TfBh2NMDR8gsae6Z8N1Nl51w0u9gSKfZR8MSUCHGilEZMMyU3bUF26E4LBQ8EifBzQW07jHiP+s9l9l3mhG0I+ogPLCqYsfPA4IjeKkBFqSvZ1VWPXdufMdAawwdxmCsrB68UMcWe5mmcWzvXsmURDqJdm/EajYOzYtTQpsvlMoQnDgZXjQ4pBvG9rJVqogicqoMj05xIKbJMiTevH7gsE8ELiud8HwIea3EKJ9EPz8qX5+fB2dwVsU7TIdzadxHoSKY3LMtFEeazsKiPDY8Zipv4RUYfKOi+75J5naWwXtcV8xdsyr80D7+c9zEvDWk1jqZcRzGV3vc8OLODx6diNe/DmAvbtnG9rjw9fRjq5aDiKkGKD46pOwmojHKRi8yHNji++hX9HQG8jzsCeB8faQyTWowD6GnNkAtpmRmHyYjmRmS2uDZr41mBZ5xAQ0EMiRrEeuOuNTOU7sKFcVBVCZpLHg9F75woDbVNZW0UWVTFz8wKDWtn5mxpF27YdZgZ7sHDOYx7rV0qIgltIXdovVKqvF6QCktQ6FqAiXG1g7EIRTxuLzz4hUvf6V/8mJ+ZAtfre0pKfFkrOTfSvNB95+Vl5eHVhZgupLjRa6GlwO+//5zw2beo1bKX/UBXa1HTa0W8AHqVcz48xqL825S30lbSVr3UDpj1zb7vLMuFuq3CPzsVL3AUglakGMLo1H8xpTQWL5BW3ujf6wKZJkEsrY125lmmmLiuV0VqTxy9fuT/WivZ/m3tzL0KMgiyEam14ZOj7OD9QnABP3VZvAOECL0oEtQqySdSEsRmzxtgqRxi0ltzObie3jMvsyKbcSCYhrCBIXDhpv3arUhQFa5RKQyddU6urRXXxjO1In0U3q2PSDmLhatVztFQceuctuvi+pE+Yu/jnCP6QFVvw1qPjV1tDRcTDU934IIneRFlBAfLnHBOkGJcIwTZ+PRWpYjC2uZO6hW9XjElppTYa8WrgMZ7N447eEvAUM5tzkPlL9c2KorccNEd3n3qETiead4xhZl93274xkHFO2e7HGv/SupMI2ms4uG3pwVnStIZwTisEtWHs+QSQQWda3i/jOfE6IJwdBecczcUDXMjyLu032NMspE9Ib/AMNa/j/u4F4D38XFH74N75b0DHwhOydn1yCjtvWMWzaYoPfNSzN/PCNXWAjyPs5lp71L8eUUGzUMuNE0kOUXRlVwGT2+a1BzWB7K2GCWLVjg9xo3ryqHpKkAxyxtDpwxxmVICZEFqGvZ+uSzkokkKuWgMmEbAKXnblNK1qjVJawQgdceE41XshPXKm1pZypUP7sLj5RXXIqjSdXsBL9YZ25oJPuEuj2xp4ffXK9++PIxs19LqWGxkIREBiKF11lIdhYeKK0Ts4kcRYApGPFQOw+aqqIygc0ZIFwRmFF70od6+za2V9r/xM3PJN35pwkuTa24LfqMdc8MdMXMxRPZ8tFkNbbzxjlSk1QQ7hlrK65u2U2fdPAg/LaaA3xq9i7fisByJslEQNKeBlDDEKL5vy2WhZEHBDFWT40CoBLqQm2jGNjfm1SecMM1XbtKyn6cZiR8zXq0Ylu95F56pY/AND1RNFNp2PY23ZlnQttmyIiPFw+tuKKx1jvQunodTTGNeDB5izuTSqL3RuhhA+95xToriZbpQ2kZMgTglWt4pRZBDh9g1+SbpH3J/HBzEUisxLWIxaLzfcGT1Gm1ABDXu4NYWoaackXq77jYn7LuZx6Lk5sp77PuuBuMB8QHUzUjJN3SIapxadS+Y0jQ2JjlvUqSWQkeQ/10TiaQ43blcFmqR9zLutNkonT38YpLWtHlGpphwzsQ40pq3wm/QJ1q7eXbex9d33FvA9/FRhllM2OLRjVDeD4sRK57OfDt1ZRutVVMX2v82pG60eweK1W94gCALQamF9+/fcV2vrNfrKEKsVSLWCxp3ZpFkpWprpmnb6nhAttbIRXbotm32ioKNxVJFEWm0pJVT1AWR2TYRU5ztIMzqxdDOYXHT1SutNCiVOSR6q2yb9G7Wd18y98LUNur1hYhYQrx584BzImwI3kODgsd/8hk/ofNl63RVNXp/a/1ibUdLkziLNKyVZvFYdj1AFtN1W3XxqsM6wyxPDPUwpM3++1zcrOsmXDgtSLsu/A4ppOZpPhSR/fBxNOXxue1uhtBWwLXehymwzRMr/gSZsxa1XAvLDJaW/zm7utL6Tgidy8PCNEXmRbh+MhdE6butz+q9ZkbnUiA2LaS3bcM5hjWHFQfm1eec49XrV2pubCKZzL5tXK9XRTz9KGy8cr5CONJ0nBOF9rIsw6JotPObWOgYomcovBVAI8JP791aKuu6npCjA5kcucxKAwAk+UMFNzkX4RO6QK+VXndc23BtYwoQWqXXTNl3RaukPZpSYJoUoe8NR1MZVxuCo5IP0+mgvDizo7FNy+ga6LW2boEIVw5hjfd+RMcNLmmQdrZFzK3rKhFtWuAul2Xw+kylfqZPTNMEHa7rlRCk2M9FEMN13QbFwYyqjVcs91TWAl0sfOKUhg+kHQ9w893sHjBFtxSSSe/jNERo9vwL/lAn38fXe9wRwPv4KMNxEj84z1Yyue74JFm3XlFA8xz85YkAAQAASURBVNDKOZNrHn5/pk405aHxkcb7u0MB6rVAKLUMXl7R3Mvog4oD1LPMrCGMRO/d4DGJOAScqyrAkAUkeY9TRW+wxAD9blY0mnfb+X8DBFkBcR2kbdPHQ9pECuciyntHzkfxZNxAQT0ayzyRcezNQZr54sNKeBu4zJ6lBTYCvRRqzaQYyet2IFAp0l69JswXrtOFqgXQ9XplflzU6kYQNeN9zW4eLXlbTE1UYKIFOFAl8dTT1hRHi9s4Y94HTXg4VMGmYgwh8viYRgE1TbPy+Ux9KWKOpO3Ms0LVfOhiPMQTwv/UTN8onK693lrHWHawnefkBbESjqdREaTWX5YLvW6UvdL6Bn4ixqD8LaBLXq0dW4jTmK+lSrFmxXAIEdTmx8dDsWzzuJc+BBxiqnz4J4KS/fc8YvJ661roVsAPxGqoYGvTVB5Fuby7Qciq8nJrFX6npds0RdnKXnDecUkX9iznd6+7FGCjANVIOLWWSTEK1/UsDiqF5B1TcjxcAmwQeqbljfnhFaVvtO7BO3yAXoug7yGQ6zYEDzEELprTu24ryRee1nd88uknBC/UkjSdUzkYRuOlFJo/ikJrp9v8SSlpkSeFZExRfSa30YKVaxHwLg36g2wsAtu64vvBm5XnThST8rwzzzMxJkrJPD6+olb15suFYHxHDqW6IMqerEWpqdyHGETdFex5Yd/JONCmHja+s21IbFjW8H3cx70AvI+PMsw8WB6Yor710dMDyHJqVhEqDpjD2AlbcWcu+jGEoaaTv9ZsV2tJcrT0bIGd40z0nuCCFi8HmmU+W613NVcWbpC1IEexqMWo+fUJMU/5Nb6DxscZ+duMZlHVH0AeKsqO84HgIbk42klm/tq7KAqDihmKtoFrLtqyBlcLbn8GMtf1iXW7smZHXF7zZp54t3Y1km60XKg5010n10xXBauLE9feYb2SS+FifLQqbbjgkxQkVRCKTh98zuFRiLQKU0wH4mYIrwPX3CgsDDk1Kxhrvbci7yOK06AoZGPfj4xUa9VNkxvqYFFW+2FAXXKhumPhMxTVPnddr8PXzdqCZglimw1raQoyU04t6KA+jMJf+/DhHfGhs24vhAApzjQyOJnnu7ar7RhjmPE+0Ru0JhYrj4+fCCKukYfShg03/nDGNwXGd7HFfZ7mYb2DE65mCkm9C08UiXzmy0pB7cRJmTTNYqDd6u39NtCn4/6ze86EQHbezDjdWp5nuxPxKDz4c06VG10pEFZ7PMyBUhsPy4xvjXkKPGfj5UHZHc4HWrcC0+F6w3eH7wd3Lc0Tj/Mb6vOzovBhWBKdleWG5F2WC60LAmtKYUvVMSS85DI4mebLaEj15XL5KRqK/FueLWkS2kfVKEXZFMp/o/MghKzxiEXEY8h1MvsZU//K9e84wnBMcIgCHedOQhDjh5aB5Bdk46dUx2ETk0tWjmEgk0fr/z7u4z4L7uOjDFkMNPpMVbWifO3UPdPUtNZ36KVS9x3fO9E5Wi7QGtE5qI19E+sIK/KsVWYLFhwB6nDraSWLsbW2TJkqC2HJWVvSusDSb/6W3lXV6YaP2/hVO/KNQSxiDCXDaUZsER5ca4YoNi0+pEAQAjja6kqaXhAoqjoOMeBTIKREczC3yssPfovvfvLIz3z/ezw9/4g0L2xb4TMPoe+0CZoPXKbXpDhReyfjqB5ChcWLxUqisCSzEBGrjJKl3WnonCVNuFOL+GyV0fphweK8Gz5rQ4Wt7S9L7Igxjfg1s84QPtWh/LXfO39Y8NhnVFXkbus6rntKaZDvQeyDDP2opbIsy02rupQyFlmjD/ggSEmMgaRJEb13amliAK1zQRDcTXh2vUMvpOjANREimLpU0d+aK3lveLcQ4oVpemDfC84Fcq14tci5DhWpoT6KJG0b7969G+3fnLPYI7nDssQQ1qwG15Y44oNnuSzEdCisxZtROGVe59xtAcOwgxmIrQpFzBpFijo3iru872Pei9hAjNlf9BqJwlVeM7wIqQQibx8jnzxMzHGiS0VHRQryhxQJNKZ5gZAovRB9I3nP7BMTSLSkc7gQ2PLKm9evxWdTbVq8O4o1EH5cLpk9Z7ZtH23+4WEYI8uyDC6oobIyRxkt5a68ZkveOCP1htiGcFBRJLZPDL5Hp6BVVQnngV4XRe6lWDQXgKZFnHUP+kgnsdGaoPjruo7rIkWoCGQ6ZmTtxvXtrbOr3Y93TlDb+/jajzsCeB8fZYg9R8WsQ3qTghAYSkTjuAn6o5VQB1SAcObE5VaGaTQwiofRunAmoOAQaZhPH7qzb8LPkRaSonu66x6WJSFQcr9p0Q7Fn/fM8yzIlC6E0lZSOwcndifGZbSF3IxhTdLbm6UKCCcQJ61uUxV3lH9WTY0qxe/T+y95/vDE9L2fp10mfuuf/ZDgE319T84XQa9cxfNaLEa6p1ZPDJ7rttGp7FvlYYlcV+GQzYss9jF4uu9iKB0jWdGHUXBoQVB7PYomLbqtABjqZxuKPPRuprzSGjfFpLUozypcmx+GYll7/szxbLUNJLJ3ybi1vzFPuuADzy/P+H6YTw+FcDO7H1G1GqG+1YbXtl2MkVgj1Xt6kAjBWou0JF1kXmZev34NrrPvUvx4P4FTbqvyCUNwxBRIKWqLXNA9r+3dFBeCczdoUs7iO2nFiCGCMUgBE2MiOj/QLWsNG9pkLVlByNX7UgvpeV6Y55l1Xcc5McGRWSZ91TzbO0+Y5HdSzFWWeRERjJ47u58NeV2WmVakyJ30mvXe2fIz9IovhU+WB2gP9Bh4yY59dyQWIoGHNLN66NdnWlFz7g64wHV94WEJeC4E54neQ/dcrys+BkIE7wJ72QaCaeKOqL6Bu24kk09jbu37PpJLTOhhhffZZcD+KSPezza8jqz3i1Ei5HkjPEIzsJ/neRSlwFALe9/Gc1M4nEZL0c2Bl7azCIFE7b0sF8yj05Dt8waN3k82NCg1QZwWfAjjurTT8dzH13fcC8D7+DhD0bHeGjFN1BbweAploGXWNuzd3dpbhCBEeQ6VYghBYqFMGFErFW3V+cNp39ofAN33QXgW0UIYNjRSYApfzTtTQubRyjr87Q4bC5Qz1kobLbyzp9zgiylvJ2chwZdclbAtFiG2QDdFJ+myAw+aorBtm3C7NBnCOGrXfSPOC7/743f8zlr5Yko89sIfovD+5SeUMvPw+CnBO2qvPD+vglBkidKLacL5jnOBZXkQNCEXnM94NckNQREBLazNikQyR9MNOmjoiRXjzVSLXtCNOCt53sUbpbXZZtjf9Sbf2ZDCEASJMy7otm9jgXPOEaYwzokVQIZQWkuPE8Jlc2JYmfRDKdrUkDfGCL5T9v2mGLUEmN4rzonAIsUITYueXpGlvyFGJZJk0Vqm9UzrjhCkBeoUKY5+VvFCprfGPE/DY89sdWzOVuW12gbGFn7hkBUeLg8DvR6mzd0NVMoMhrtG4lkr8rJccN4PZN02UHZ9z7nQVozP8zw4dJYQA6iYYR2ig9aacC2dH1ZD+74p8aMRHSw+MndHBJ63Z0JdKZ//LrF2wnLBuwoepnkm7Jugmz7oRtFDL8wpMYdEDBHnEj6oobIKj1IU9Ovh4QEzTS650FMfRdBhGSVehqPLoKhpDHHwWg+fvjY2Mb13YohsqtS2dnJU54DWxWjd5v/tfeMHP7IrFcaK7pILIUkCjzxL8sHRdH60jQGxCtJIRbuXeut4ZDNh92i1joQmgRhCa5vk+7iPewF4Hx9lCG/MD4K6gyOzt3W67lRtcerdfM6Oxetox3bObSfnJNfUOz8yhEcrWB+S5jtWlUvmnUXSHS0brUBxQYxqvYoYzu3O1lTIojwyact4uhPeX/ARF7VYSGahIebEIYbxuWau6z1i+4JwGn0IuN7pItSVzGO1jqlqDWLRWz1G2uWRL1ujf/YJ1QW2Dx94cu/xMZGmt9AlIzmkmVqB5il7oZVG9YUQEvhAShec17xZlwmuK5IpBrvmvWcFuPNucM/O4gFbmLZNrCzGwqlZwRZ1ZSvM4AlyoF4xxiHYmGdJQrDFOfc8UCq7xq67A0GGm3lhPzcFeS6CnPXQBxne7GcAggus60reM1Hbc4AKSZqe+0xX6yDn4XJZ2LcnUf1iGc6ygC/LTKk7zndCcLSWWbdnMQ1WFDH4Y37dUA44kO3n52dGXmzvRBeH0nme5yNP2QQrZsNSO5flMjKPz1F6Nrz3lFYpeT+KxKrG2C6qvc2BktoxWvKId540axqLotbWhk8xDZugsu3jus/zzPV6pdUs6KiL1L0Qamf78gum8jk8v+dhfoML3+dd6bhlofqIdzvOBZoLlCpc1uADUwgsaRLLHFdxLkHrpDhJZJqztm3j8eEBonJX08TLy/PggBriawIt45YabzSXfFLmyybAij8r6GIMMq+qmmLrRsYj8W7eS9FmmdmG1Ik6V8zHrRg0YVsthb1uLMtlbGTs+RaiiF9yPnKEBdWTB0lIAVrHqSel0C4iuRRa23VDXLRrcYiL7uPrPe6z4D4+ztAHf+8dvHZ3a8ervYNXu41Ow+Fx7rBmEeGItFidO1kbuDCsPwBqtyLtlj9lRrjBiVpQyOtCgE76sBb0KA6+2KzxY0aGlnbaYaZbmyhzCW6Q450/Cj6curjp//P6OoAYvEZwSZqJ8ZasODZBinETpVXpqd6Uf/Kz+dVb3KffZq9X/MMr/J65+sIPfOXV/Ja9Xyi7Z/aR3awwisMTaVVI7jkX4YFp1vwyL/j4wF4lxUTagXJMxhVKMY3F0M5xKYUpTfQoCIgVjGbdIrxIf9O+BVmQrQU21NdaNOacb1Cwc8QY/hwFqCIi5F8xiL+aCUespXnzHla4EpUTZf6N0tYXGyDhb1o3zDYJxgnDWRuakVCBTAmgEVxlSgFHU6S1qYlvp5RNvfsa0yzX9+npPZ6C969uOH2Cbp78ARW9iSkOhG3YvCD3i7W9AZ5fnplV6GHFgVnL2HdHVfUmvGq9kbc8CmjnhBpgRV/rDdfkPayANsrEqny/QZVA2uq9aQsyKGLVGnOY2LKn+QAusb77wPX3fw9XvuSxB+b1A+FSoBVinLhMiZcgBWtH4vla78QQWFJi8uIqsGWUliBuovSGV/QupTQ2FIbu2WZFWrRxPG+sUBZrl6gIvYptTgpgAEt96Xo99m3TrkdXgUxieDt6Jy3X1gYnGuB6fVGz8zjOubRjHVOK9DS0Z4fiu3e6u92k2XwupQzqS9dnjgnYailqbn+Y6gsCXO8q4PsA7iKQ+/hIQx87SqBXDr1DCwRGsWGk/6aiirM68Uw6t7bvGTUxbhoctjAgKr/L5SI8P3ekPUjrsdBhWCmgNhbmzWaJEr01Qed0BYhBUSqUs9i6oglpeOJZxFyyBTJ4TChiaCdIEWYtTDgKm6YKS6fFpHDIDmGLmxeuaYFPXuOXROyJ5dV3ebd8k8+rp4QFwkSpnVIbrTTKXtgVcahViODicyjFmUWeBfVDk+QI4SyZIMQWTRsSm1fZNBHhOIdN7U2O/GVr9VrhYj+zNiIc7WMTk5inHTB4cMDJGucwEPdeklikMEnD3iREa/cb0tzGuQ4+KCp9bB5sjnhFO6ezQMI7nLZ3l2VRKkKmlgyKRpWyAxXvURFIo9ZMLs/E4KEfhuh73vHB8eb1G5Z5Zt82QZKmNL7T5bKM6z5NE9M8jdascVedUhharUNFXFsVkYrOUaNMdPrI1z5zLc2zL4TAZbncFBI4x77n8Xe9d/ZNrEjynsc9ed4cnJH4eZ6prR3olnMi/uqdgmMrjQ9ffkHaYG5v+fYn/w7u5ZG4Ri4EprKztIzvYqjuvJeNk/NAo2yb8Pm2VTZOms9bNdLNVNbGUfQ+6jNgF3Q+/H/Y+5dQ27b1vg/9tVfvfcy51n6cc6RzrPg6N87VvRUlXGNDwBUbpKRi44ILLtjF1BxCBDGGkIpSkSCQB1FKCYEYjHHNdduFGEwqQsHgpHLhJlfIsY8lncdee805em/PW/i+r/U+txRukrsq8h5NLO2z5ppzjjF6b721r/2//8MzLpy7EE56QMllClwsGcg+44kGqvJakWNbC7ra+9h1N0RfVL9muSPoX4yn+rtLdqAg0ZgfalPuHrPwngklA33NMFv2MUSi8k2tKBcKRFN0U7PVbV4Yqv4NJPoxvp3jgQA+xicbXTc9d0HIZMM1sQMMRWzsdIxynYJGtdmCaaHm1xOveZelmGaqAUMC2QHQbFBrMdthuI9B73WiIj4YzwutXCXeywjT4s1WznQA72aUVNE8UFP5DtkVZXOsjWVJVPW9W1JSBbAVrX7axwzvqH0QfaDELjyn3ukxst42cIW9RAjPvJQP5PqRVjrbbaH5z1ien8lHxrsKQwQCRy705vBA8oHoPKN1fIR1WXBh4fb8jKS+Sdt6dNn4RTCwyufRVlrwgWVZuLf7tNQwJMUKgfv9VQoVd6JSvfUp2LkKPmSD6oC0vFa/XtBCQYQtKtAQJ/M7i0FalW20uYlJ/qoiGQMMhpY2tSWRKMdtEa83Exu10QxTFOXrEAue0aS11rRdb952S7pB8xQXaD4S18S6JUYW/7v9qHQ3GD0xaCyrZ1DxAegVmgMC2+1G19SRfCjXsVnLLk2hzORxqRLVkKaU0qQgxBCnWjcgBsU55zc0gpLPPOFa6unzp+rooLxTQcIG67rMgt3UsN55Si/zAHUt7L2XOeaco7TOuizkkkXMQIcQ6K8RPwKtBWoL9JbY1u/h/TsYK5+H7/DD+ru4NZOcJ0QHbrAGo5V0XG88b/C03HBEesuE/kwdjq5oF3oI2/ddua7n3LNWb84HS1omEjqGtNBDDCfaNsRA3NBQ45nafWmtk9LpX2oCEqdikFr1epRKDAs49aQ8DnDMtcY5N5M+nHMsYZkonaHVk3vsNIZS4xOdE2ucjroqKIIv68yZPywHldP7z55D83Z8jG/3eBSAj/FJRh/WPn17unTe0jf0786UvzJat5bT2YrEkBncVPI6Lz9nggpgIj2jnwHyIQZCWCaCZe3BeFHKja7GF85iu5jfa9yoWbAwcJoRK0hTxHFmxsoirhu2CkEAyTQFRZgEDewzCUQ4kiZ+kY1VWl1NUUl00U9h5egRHyJ4T2mZEJzYjYTA4iQpIedMSAvQ8UCth/CaohdktneWZSWXQgzrVChWQwx6n8hP7xJdlYtwukwMgqIf+Z653Z7Y9/sUKRi6YEWGUQKs5e782xavKbEdThMyTs7T9JebSmrOgnCM6Zkneapi+t0s6H5Yq3YQk6hkc5F8aeOtvb6+CgI9JD9V2tLy2vUYE430ynFrzfO6Z2K/88UW8MHxU6SQHb2xbSu5yGkjReFvDZrytRreD0ppct9qlYQLdypODY0sucyDjaFSMcUpiBmmHnde8mmTvNd1Xamlsu87IIXZkkTQYMWFFZLmOzgRxd6nwteQays8zAB8euyNMm1SroX9cWSSCkLsUCUxaAXnPevyRNkdNOHD/qT8lCPCkT8wXGN5euLld78mPm+4ZcG5F1L09KMTQ+KWEiVnWj24rTe29ZnuVsqRiesykXaxQvFs2xlXaNdD/CWXc56paruWOjOp7dkXS6DT59CEITaWRczLay0Qr/FyfpqZm+Dj5Cg7Xde8ZGU3Q9jt8HMi3HZf7GDQa39zL/s0h0bCNJXzXIcglGlZCK1TLkWeJYwIRaCzLo8kkMd4FICP8YnGqc7UQmp0WpMN3BZitDi0xc17Lxwt/X5D+a7qu1l8cOYDAxN9u5KZr6f0k1ulBZ4WiinFeRq2VpC12a5tH4DhtGVtiknMEiWoctZyYM2UtU/UsrZOBOUvRWJys6VpPMcQorZOO2M4hpP2UxyJkndVU2YqhdalfSp8o6GWHLKp++DwPgHC+6ut0frgtqy0lunKexIkjak8dN6R3Kn0NcFORRSMW9gkZ1TzeK9IlSEqzjlut9tUibba3sSvWdtwZs96r9YmsqlO0QiwLutMdzH05krcd0ONlPU64Jm8TVPQWku91cZxCNoT/GkGbcpNgJqLFtoXBXt0+HoKBQT0Ev7ax5/8r6T7nfQzP8OIG46VEDIUMYYerlBrJnaHw5PSxhiBGBbl18Gold4K6yrCGeMu1iLvfTDU7mOb5yQrBGtWvpcaYdvnq4qWX9Wlzrsp2jDU00XHft9lvqvJcAiiur4WoiEECCf6Xpugw8dxwGByN+e8sQSQPsit4KMna1EVgudohUFnDZ6f+e7P0O+d3/vR7/KcAvjBb331Q+K24EOip8BtW6FX+W8G3zpxi7iQWNON1jxhjaAImle0V65xnYXSyZmUeVn0fnsfKeWYhs9ZUf2r0GhRJNTSWmztQg9MIZzdjZRWSsnUKp5+ch2ZnMrj2HHAum1zjoIiz5rxbM/WebgVBbc8b+Kd6XCUnPUAdXL45ADp5iF5RlEiPMSqIhJGZd8zpVRZqx7jWz8eBeBjfNrhlMRcZWF24TSYtXae8Wps8btuXrZoz2LxgpacrVS1Y1EPtMnnUq4UWrCFRawfHDBqJwQ/s1PFK014bfOtW1umd/HfMs6ec7iZtyq/2yfj3MiHtsJOslqlODuqcH8OzRoW/lvC+8C+3xmjSAszetxQ5fCA3qTwWZZEaxWfPO5C1w0+4rwnDE8uHXwgxhXn7xCQ7/WFNgAfGM6BZokyTlGAFTmtnJuJDx7X3SzazMrCCqd8CJ+qK2JkqkhgIrCnYrjODdEKTDhRwe678gjDKSbR+SCFiPCXTKhjkWpDg+/htATiG8KTtCRCC1Iwekf0Ed/9VC+bmlxa2xblFiiHWNrUWsB1assk9Z9rLz/l9uEjfsu4z/8YMWzUVvBBsmxrh5gWYkg4Fzn2TFpOqoG8d0dSzqBZD9EFWTWQ6SwQpIgzfpsVyB71tQxni9AiwExQ451nhMG+S8Fnv+Pp+UnugRZsw0tBv6RltnfNHmYWk8FNy58UE6/3V7Ztm6rwXivOeLFpI5eDtCzk485onYags7cU8WPhy+9/l6/3F360/x63uBHWwdPT5xzsNA/bkoTW0Br7xw+4GOG2UXKFEYlhIdfBcIFBp+RjosyWBNTHmIioeYvO53sIAugXKfRTWiiqkDb1rhRSIuwxlN97P22g8lGJFwHNkuTeCDIoqK+9thmF99amkAyUWjL8fO+nRY28rsVjos+GqYhHVMQ/nL6chn5PAZTabAUfxBfQeYaue737ydl9jG/3eMyCx/gkYxZoQ8PErJWh7dGp2nQXFa8WepYpK8HyiWsclbWq7O+GCFlBMdG6SyuzNwlat8xO7yVgXkjjXQs/aW+u68q6WnrEmMWHKAe9tpQ1ixNpM1khaIpLsX3Qz6w/E1MiLWkWck9Pz/M1WhN+VUqJdVtUJSjIRAxCIK+1idoS2YxTijgC3kV6Q9IkEONnSMhZToQlYm4rSSwSPt8oVSLsvA9EtXWZ/KLJHZLNxKxZ1nVlWRaen5+loOgXPmY7C8DjOATltMLFe0KwpIXbiaJc7qEhwIYWzui2eEa4BRPLjNPPD90IZ3zZOJNI7PfY+zLl49W02oy97d7lnKd3WmuCmK2L3Lt1NUFKZ2mZ51p4prEcr8Rjl6Ledd3su/4R77tai97bs3U4rUL8abVj2djnZz5Nrq8Hkut1cF5skd6ogxVNss/rg9yDp6cnaX36U7Bhv8NQwFblWmX1RDQ1VwhySLvf7/Kc6qHNkDLv5HpKsoxnWUTNLwWX16ILFQ811hBIHtZ3N9Yv3rE/JY7Pb/j3T4Q16eFl4B2EAL41wuudn1nf01938uuBI+FDYjj5fE6AYMw7T7zvhILx7t07ecb0nlvL3WyK7BoHnRcpJfKRuT3dVPwl4qSSy1SvOz2sSmykOBsAtH5JKdI2sgkxZpYvslbYPWp6gD3XKa/PRxBLKD3k2mHFOhoxytw0Ud3sdiBUj9HPboqtpUYBMN5jqQ8V8GM8CsDH+ETDqz2Cmy21i2JQN77pbzc0+sufCt8++rResXay2VHYRmcbu9m+wDf4hrrJy+udBWIphf045oIMwr8L3k+hikW1LaqyM388y/j1XhAWP1FIQXbE0mGZ1hwlF6qqfs/fLbm3Z3yavN+peMZr27hyHIeKLLoWPJ3Rq3B4lGg+gGXdqK0Bkh3ahypeVNU78AyHqChD4L4fynPzbwjwpRQGsrnkfFyKqRORLaUIkupPk27b7Cxh5RpZtu/7VEyaYtWQOivQ05Lm75XXzrNlluJpPmwIr1x03iCOVixdf7fNL4voeiMi0vtjyJWlzBzHLogfcr9LLdoODsToyeUjH3/nt1jur7QK7V5Jry8EGrVn4V3pPPBeeJ378Qo0XBALGZwUiKVmRYll07dr0Hvn/nq/xOCdbfk++hRmOGQ+H/sxLXR88DMaTqvSqVq1uTgj4wxN1fZ6CIIyBR/eJupwpuVc3+eJKkkxKPdHrHqGoti9tct9G7z77J3M41qIDuKW+Pxn/yW++3//f1K+/C7vPvsOISbyqIycoVdGb7x+9RNurbPlir8fUDqtDFqTBJuBx3nJBxY+aFCFrqCt9/sd55yiZXEeNifSp3zdUgul1Ilu3+93bSkzC1pby4RbqPNJC7LexkQYRXEcz2s7ztScZBGGum6YNY/cEOYcLhcKhA9+3nNbeO77ndIKLnhc9OAdQUUp27axLKtcAz001SbPvSSbyPMSHwjgY/AoAB/jE40xwBka4SUu6drmtdOrbeamdrSFzyxerMiY7V5OFGQon26ap2pReOUVmrDDChkQO4VVM2pTWiapvXeJSzKkyV/QmhjDVAGbQjLGQFH15MDabQBj8tpiktgw2biFC3jfdxFf6MZwjY2Ta6fcvyAZvSkl2WQVWfEhEkKa71s4k2qRo22h9+/e6Yafz0K428m/CFdKlcuL+vLVaZnSZrFh96nWMosAYP6bFU2GxErb8IwTM4RvXn/HLNglPs1PG5kwP/8p4nFODKiv9iX7vk90ytCOeR36yQ+9zoklLW84bcZxu957Sxoxaw1Rj0vht6zrRHodjeP1Fd/0fteFWBq13OUQ4Sx32mmbL1CqFIbBgSSDdEm64fRGNINty0++ilzG6DMRRBAkP5G7JS1qezPmdTFLnVarzF397DPXVs2jrbVrz9UUHejXU1omV9IK7HVd59wVcUed1AxDtX2Q+77dNm6322wRx5QYo7FtN2KQZ6y2TEqez773fbYvfgYfE/ghquEOHUc9Mh9/8mNufuHZrWxx5cOHD7QmHNgjH+z7PqPcrKi3ubbv99mBEI5dnVQGkMPitq1zbjuYz7DcD/HytCI7paRm4TLfU0oTmZPDoLzOsiyivPd2bS2/uVK0ELWCXl5bvAWXdcXSi2zds+J7Wh3Z/dD1Zd5Dtb7ys7h1ajitiUq6rlwFVSGeOeeP8e0djwLwMT7JMPGHc97+MpGFWZRpDqUVgbMVc2kNmyp3tsA00Hy2W9up7r0WinByBmOK83WtdXh+v5yMl2WZamPzJBxDkL5TpGK/++1rGOJghrDSqrbs3MFRi9jdeEdckygVHdTR59fL6JTRKK3i3aCXjPNnMdqdmMFa4NiRj2kYPEbn9fUrvB+0mvFjMEph8Y6nVdqOEg3lYBS8E3NnWmc0EUMcJTOcXGtDPU1hPe09VEBj3o2tVcREtk5kY+i1M3EHXIp7TqNtH/wsvqZ6W+eHFf8mxLHiw9C+ECLrur15L2a6bXPAfudxKIqpBcobUc9s0UmxJYiMbsJe+p59NHIuml6j97kejJj48eHIO3BUjtzoHtxwRLcwesCxUFV1vJeDveyU/UBVOCzrStSixFrnpRRF7WSaGVpqn2H61elJyQ4tguCF6am4rpts+ho/2Kog5VUtZ4Ii2HatDCW162ceiRYVpzr5+SzY4cruaQjCB5RDmahp92PnOLLQKxCU2ofEEoDuqGFw9I6rlc+WzjsHvg0OCs5lyutXVL+QXYSj0V7vjF4YpdGbZ3v6Qm11Mr1kntYnYlrxl6LOUmm2bVMvzzhV/a21yTc2Rey6aPJKirx7934eDGbxpcgZyIGtlEarJ/d4jKbJL3d8QMUlkirjPSxrYlkWtm3V+V1nUZhz4X4/AMe+Z8ZwBC/vyXtPznnSKZwiu7UUypFxXdq9NRdZa/XZBqF+jNGn2E2e1arPg2aaP1rAj8FDBPIYn2rM06UsPqZam7wsbZsY+nMlKk81qLugevoLbaP/pk/alfAMZyvY1MHX2DHhw5zegMb1Mx4TDEVPirZoT+sMQ6asOBFrmgGuKVG8z5QT0JbNEIVwVx8xK6xMdWjFlrWZhm7qVblofZxiiLRE9ibCleEapR5s20pK7yXHtksh4INX8+eK94IqyHWRgufYDxVaaNNZEb+r6a8V6tZ+aq2xLIu04rUtbP5wV86lcBhPrpG1rLz37HmfxZwgi1UTDaTYlevnadXQGcc1qUDuvxaf13zW0aGd4qErz2/OBZ0nDLjdbtPPze4Diq55r8hlirRyqrprq6TWWN59ztN3f4728lvUY2cJjbAuQlTrjlqyHBY69F70Cgvy6oJ85h48YzjaUVjWbWa4ppQENcRNnqW1Z+1/X9Fim4feSdvdMpV9q4xxKXS8n4kuueR5LxmQjyxc1uHfFP3SwnaTm2solfd+CoJKM3RWFO4mhIqKVkt8oDvRKC2eWu+UVnFBohDTsoLrBOXu9eGoveL9wPfOsiTic+LrkvFrxFf47P3nLLdn0rKwqQBE5okU6zGGOQ8MGZXn/6QLvCl6nWeM8zmutfD6+sr7959NCgN9MIL4V1rbdlz4fr13brcnQd8viSPTfqjKfbP4PevSB+X6WjpRVMS2j/NAZYbUlt6RktpF90F3XQUsahEkDXHNRR+TZtOVE2koqR2SH+Mx4FEAPsYnGmfJhpxIe2f4MRE927iuBHMbs5XizyKRIV+3nFHbzA2V+IPQvyvSs23b5FlZZJRtVs6Z8Z9ZvXSCO9uvuWRdVLWw7J2makHZGOJ8n875mf/rvbRrpcXbGFrYrMs6Sf7GAbL2X62V4/5KCgmcp9YzskwKsmalMINO75VSgI6YE487L68f2fOuxWeglYHDT/SgdxXmKMwpps83vebMwsjhCKttOidHrZbK0/OTttky+chidL2sM1bNYsacc/goxaj5qwEzuUAKlM4YjZItJUHQKUMQDX3Z952jHzMCa3JD/Vt+5/SCDKcQwkaMMn+kKG8Tceyc6SLSEh4nDQGvrUOHD5HaPPHpS8bTT6jHzufPkWXZ6LXhkMSLXHba2JEattJGZl0joyqPzntuTzcaEW+8LwfHccxWIUoNCCHMPFr7vGbUPdHZLmbFttHbuOYxOy8Fg9EmZoKH2oXY7/Ze+K+jd7oWf8Bs4169MWfLWMUJgp4tEovmJQqtj0HXVI1eu76WnGmOUil94Mqgv97heMXxjtIGuAV6EzlT8Lz/2Z/lh/+vf8r/rVe+/7M/x5df/gwpSC4yqvaNMYIf5JoB8X209mZKwjMV+xSZ48dxnOk7ioCnZeE4xHZp2zb2/T75fm1IJJ9DVeJ6/S3LurWqhzhZDwY2D9ubol0E7mPmO3t/ppEIraEwisRNphTlwWRc5rkcmFKKp2+hzlvnHW5oN2Oi407jLfvsZJiQzTorj/EYjwLwMT7ZkNaUYH8omldHxY1zw3HeTR8626iSCiiuBR2cqJ7ZJBhqZxuhnWqv0W9WLIIYGNt+1ko9c3mVO9cNofAWoM5EV0ZQc1Zta4uyr1MNdZxoYqN3p7YyFfq5AcVwtq1TPPNJbcNttenpP4pfV2mzNSqbW6L3wX7spFX4aMFHehukZZN2Z2uMKKirFJ6e1gpelcXOWtpVULXSKi75aQ/icbN9LSKd07w2pWWKXsSOJNK1cB9lYKrh2iqhv1WuArPg8GoEbsIEQ2bkHv4B80jR3ufn54mmXFMdWhPExIpUI9KPMVjjesbUxdMK4+Q2nvy1Ugpe2/4heHI2KxlHCIl9P7i9X4k+UepH4pIoIfHhPuB9IDpJnrnnndoqjUryiZhuilJWohNhiQuJ49hZgijR+wXRPj0Sw0yGABVG5TMOMVtUWQgnKl0ba1pngbyswvkruZzXxsOo4zRETovaI52JIabsvRbFJgIaDCn021noX8U3DuG+iQJ3zOxrSmNZVo5Dklick3XhqJVxL3z8vd8huEY+Nsbm8H6BIUrbuK58/t3vwx8Z/M6Pfo/nn/mStDyDXwhp5SiZGD2lHBPBA4nd2/w2EXbzWqzt9KG07oB9/jHGRLXtwGqFnnenbUt+zSzrIsIatTcyYU4umdvtxv31zrIupBSlUB1iIdVVRHJd46yAq+oK0JW7vO+7ooT+rSKcE5knMFu63oto59iPeTg46TKSaGM+pd7oOP0PePAe41s3HhzAx/iEY8yWo1N+X1T+SlWLDefcG06O2XUosW4iOIZMGNJmCzww28e2mFor0gosEwqYwtSKthlHJy9FUlf866aXS9YCFZitYyn8sqIJQW1lvLaVpF0m7/s4jkneP1RVawkkFhYvysF+ku1jmCja7ekJlCcpnzOR0kYtg9FFaDCGJ+dOzU3FIJ3WC8OdyuLehfcXfWJ0KWhiTMQUp4ecKQINjT32Y5LlLTarlCJcKi+olNimFM0plWLWeGjy2YSDJMroeG7AtcjGruKRpCINy2Ntvc3iGJj5s9aSnsbR2iKzQmj64Fkbevx+Q/BcTqGEKVcFrRQl6L7vlxZ1mygzeFqp9HYQoqNv7/m9Xrk/veMIN46cqe1McAHZZAd6WKg7rVX245CUjybm410L0TEG67ISlMsXQmBZF2m7K9K2LusbtPPa3jQBi82xWkVFnnOeB6H9vs+2u31Gu7+GvNszBUw01pTTpq41XqAJDk6erFgfFeWrWZKGKe6LFre1ZYaH3DqlDCjw+sN/xhfD8dShvBaCS4xeednvDBwxLHzvO9/n4+sLH/PBT75+oQ/P/X5QW2FXK55t25RHeRY1E8HTgjrGNPm9grLGedDKJfP6+irXJUqknt0PWxdCkK/bz4vqW/h9xmWttXJ7uukBSgv1IX6EduholwOkCX5A+IBWYN9uT2zbdlEdy3x+vb9OBNPEVqYaF2FHnM+PrZG9Cx8bBubdaS38x3iMRwH4GJ9kGBon5swFx5gFnm00V2GB/f2K/llcl3G8gg/Tr+tqIg0X1ac7LUD+oGHfH7XYcDARr6yqVPH7EyFAipEYTt6OnK71M/ahiJ/kgRqPCy1YbQM35MlaTfYZW5N2krUlexelp7XYmnr4mY1HrZ3aBsdeqLXTJTpZisCOFHQh4oMjpkTUDcO8BAeaRBIlSisfWYjjTTwOi3LDmhZe67ZOleRETxyzKJbYNc6N9RIXhrNW/pgcvt4E/YsxSs6wIkoxRHI+JOWln7FxMcapFLZ7bnQA4wr23me+LaDxe0WKPEVTUJsN42TFKAVsSsvcuMUSxXG7bcK5UhVvSitd7UzWZeXIByFCC5X0ve/j/sgP2D//WcrTe1gTfUArMh/6cAxEKV5KPZNdQrogTF083pzY5djhxoo3Q6FmwWfF76X1vSzrFGDY/bBi5Ha7TSHEuq6s2sad6LYerGbMmBY3NsntOZoqfH8m2PQxZk6zFYlm1SPxdFKYLqpwfmPQrvd0v+/c951xr2wl0L964TYcX//kR2Lp4uAYldIE/fz41dd89tn3ePriO7i0Ap5lu6nSeFH+aGVR8YxROK6tc4l7k6SOab7NyYlb1L7HCjJDP0MIWmS6acPTu61Fnfv9rgKllVVFHleBW0qJp9tNVNQhTuRR7Goi63qbAjLjBh/7fib8+KB82kxK4qm5LOtEJU1Nvq3b9OE0Cx951vqb9QreOiw8xmM8WsCP8UmGnIKlEAjOQRCis3OSNjDJ6fLN0/LDOSdGrZxtQ+/8NDE1zpyR4oETZdDiIfr4RiBgRcZVGCCIW8fHMHN845omJyd48c8rvUMXK5BRO7UUUpLFueF0Ue1aYBRt3UjR64Oodw2dNBRKWq1+tqhtA7366TmBBFSlZ+kMiTVthBzJrQlhvAon0PnIcdzprRHToB2VQCTGRQok1yWhwUWGc4TV4ZMoitdlZfTT09B7T75niRvrJw9PeJynRc9pSSIbVlRk4pt+e0MRByseQwhE4rnxmGBothY7MbhZIF/nCQ58OGOxLDnEuHPBB3w87YDMDoXhBBkCeukQoJWiBYygurkejNrASVxXH5U+PASAihuBTqJ09TsMA/+d7xLff8m+N1odjBEoZTAa9FEYyeG7tI09G/fXzNNzB+U69tqJaZsFxjXbOqWocWVy/YWPtouiNUb2/QCkbX6iQImshaMU48ohQ/mpvvP09ETJZQp6lnXFVz+LmjGGFkF6mDLvTRMSecdogzEa93udtAXjb3ocbYxJg6hqp9J6pQPOLwzvue+VD7/zz2CHH5fKH/vyu/RykFxl9IJ3X4B/IuedH7UXQil89ZMfMW5f8JoPwv2gtQG5CO2h32F4iquSjoObhzabC3aoLFna1izM9cAMyU093PWgapxY4M3BBezwU3FOfnfJGZybqHQphWVZ9bqevqj2fITpMlC0GExaSEvRGqJncBapzjuSN/RWijg7nPXW2Y+dkc5c7UEnrQv7fccNN3mQIrhyHNm6IQ8bmMd4FICP8YmGcFQGAXADMCNlPYkO91ahaVGWXf2zbDOEE3mzRa2NNhNFQgjQmSdpa+322meLbLZWBow81BxWFs6gm6tFKVnyRGlVioNm7TBHSmfclpGtezVum4hEurZ3zfTWiiLj4jjnyEeWbFYnfKGYBFnzeFxw5FqmolKEh7LJjN4JPtLaoNSKb55WmqgofcC5wKDihnydppFUeh1TTHz9uhNXz9evP6V22WhjrIzutB0+iEvg6bZJa7JbvqugD3U0zGNaWomiFG21cbRjFoLmEWjte0EblBwfxNvPECFro5uVRgh+8vyuSK6ge5XbLQJShOfjICaJdQMm6nRFLp1ztNFFVKNooXee27qS1WPQe0fvkdoFob49rdzvheMuBwVG47gXajm4vXuPGwfedYiJr15f6Q2etmfGEB+8McwaqCB1hMO5wLY9CQe1Nc2h7jRV4TrnJkJ67AfXbOvJYVMeqRyUFnLOivQYL/A4Fe36zAjiVfChTgGAFc+55snbFBuUVfmfXgtjFTK4U7RlLU8R2ihKpQeZqjFwfXTobha2TYVTACVXSs0cufHx4wd+9vn7/Pj19/jd+ysLjpeXH+GXSK4e3EZvnhLAx4Xti8/5va++4ouPP+Vf+mP/D7bnJ6qLuOQZpeJGpDr9vOvZ4jUE2joI6D2QAu30ApX2a54cR7FcOefRtm1K71BbI+/wLk17nTORRhwIzIfQEF+hP8iz4b2fP7csK7034TDilCd6Krzlnpo3qZvXeknLNPU2Lu3V3LqrtWqMkf1+n89SKSe1xniuj/EYjwLwMT7dUBVaiBGnIRchBGgIJ5CTXH7lqlyFEfb30/7Cz3af2R1880SOPzcpa0sZInRVhAYvnLHOeYLunK1FKyZd0AW5g6NLooYTjLIJORBwxBDo2sKZ3lvjFFFMhEpjulJKc0MwZNBajZLq0fGtQTU+ViTFFfEHS7jh8SlSxkGpVdrsWojGlGivO3V0vEuE4Gm1s6yJQeXp6T3HsfPF83fE9qN15WeK+rYr2rNtqyQRTLRCDaOdn9c2abvcUD1r85vljpDqxTg36X/XdVUOVhPDXxsXtXfOQrK332lzpGRFV7vyS52ndyHOW2IJWjzd7/fZau2XOZJzphdJT/BRLDmCDzjlcO33u7bJPL0NHIEYVrrfqaUzhsO7QAgL+34Qw0bvwDCxTaT3u7w3OjhRbMclEGKix0htnRQS7VKkHMfBc3jW6DbZyFNMFFcmFaKX/mY+O6SgnvQCQxcVtcs5K0dzTC6aoEthHoaSl9gze0brUSdtwcQlViSabY48j27eU2t3OqVymOCg94rrHRcCI1RYEy8fHR3HfXh+rxyM9+/5iS/kl53v/8x3iTjq8JTSGB3aUWjBcfv8M949vWN7d+OL736JD45eBy1XJG7XEZeF3g6O42BJy0Tel3V5g1DHEHGLn4jc2TGQebau65v16X6/T2siU2GbP+NUEquQJMZI9ZXV38h5n16Py7oStVuQ0ip2Rl18+cSYPuGc0FCskB8DPaAMSqmTjzi7FRfFvZmpX1ve9v5v241c8rRukrxjefaa+qk+xrd7PArAx/gkw07NcCZDOB8BJetznqqBN1yVWbRxJhIYYtdam+0mQ0yA6WVlG+PVVsZ+1lqV9r9NORyctjHVUgEE9bCotNGV/K4nb+nOSkExI6dC0AxZ9VxLkawxY4tGPtnnSUvCNz8RA0MDUBuJScYfUvQZQ7vWpn6CA6fxYRbnhBfBTHeQW6HROWoG57UYtc9UWJ4iYzRwsvGQnJLipaVdSqbrZtK6iDuOvbJtmyhkOWP9vFf7G21FBQlwna0tK+BfX18xuxCLfQtBeJOGLk5/QbUrSctCPrIKVMQaxTba3sxOhTdt4JTSLLBHH7Mln9KikvSqNIKBjwkXPKVZ1N6glkbVnOQYIzuD+33XwtJR6yDnSvAJCFosBHobMLwiXap890FEOWrBM+jkfLCGRm9yzROR5M/rCUx0tCt8IwrTSClmBGxigMC6bmT1/ps8SWDfD5wJsP4AjpcV5pNDq9fdhnEjrVCqrgpSre1mO3xdi8GqB4WuaFutdRae8hqN3ioMoS34GNi+/JJ7GfyRP/qvcHte+OqrH3P4SC+dXmXt6GNAzcS4QoLltrA9eZYFat7FMD1GUkgcu4i/BKHUYjbXyeWb2eHKsZXIRlHlD6RTcL/fWdf1Yu5siOuKIWXbdsOpiMkMmgVJFe/N15dXUf+Pg6fnJ2qppCWpqEqsWHKWeYW6H0xbohCopUxXBJkbC4yOc2o149zkQYudzT7fgx04a2s0Rf9zqXIwrcb1PPmfPHiAj6HjUQA+xicZYl4sLcyWMz49zYKtKyJz5Yh1ThFHG2c+sCUWGKoxxjj/9yX9QZIaxuT+fdMI2DYzOMUn8aL8s2LVUKvgwjyBy/vsePUFHEN5UU0Lsj6QwvYkt9fW1Ij23CTtNazIrFUECou28kydeVqlDN2cIkPjqFKM4MbcBOBsUYu1Q6H1zrbdWLc7Ly8v1NoYDVJYdIM+48Wk1S5FirT8GssSGK2z73cGsCRB1kRZKoVv1Otv79eQBmtDmcrxSv4vyrm7RupZ0W+Kb/s3kI2uj0EwLh9qfDtAlCCcXKcxpijFOHP3/T7FH6jXXW8n1zSmyJ6P2YY7SfmRfBzq/1h59+6Z/CJf90NMvuU9ePkjkDClVnKpUkAGxIvNLxBQQ1+Z38d+4Ff5fhdWorV/FaUxNM9ykMWC5FSmGxJq3MgQo50R5nWwuVHraXcC4qUoApj0RuBhr288S0PJlmWZqNG2bTOf236ntSJDiIQ4WPzCaE3ELU04dV3TgJwPEAO9yPO4bTfef/4dXnPh+fN3uOQY5Uarg1YP+hgc5cAHz+Ii3g+WW2SMQq9fE0ODftD6gXMrtckxLcTE69cvjD7YbiKseLo9zYJKbHbcXCPMakloHkmf1TGvNzARzjE0MvAbcXA2f2KM07Kotcb9fp+m2vf7ndYqt9uNqAc7y04W0QmzTY5zRC36rUXbR5+IZuttFql9dG63m36WoQfDszOSUqIV88PUgn7mp5sQ5P/oCv8Y/yKORwH4GJ9mDMMiODcneIMK2aY0NzRdWK1QvAo7DPWxRfyb6kQQjpjrbhZQhpaUXqbHXIxhkr0HZwxdaxL5tSg6ZdYo8zWck6IuCJk9xcihUXYmmdz3g3UVTlxtnT5EbWw2H1OAotdAEAUmt8uK1aAJDb2JueDol6xh8RDGWSGsnnXSava4Lp/bslF98CQHo0kbqR6d2DxjBLyTonTdFrxb8B5e9w9QG8F5cIOhiQYMNIM44LVoa7VN5NYUvNKOyrOQmOIBd1qJGFprv9cQpGnX0uzeelIS1CJELcjbed8nsqTWPdaSM/qAXesYI8MJB1JQKiXoH1lRRWlX1nJFo8G7QYyO3Aa9F47jlRFlU49xYYkO7yK13nF0lgQlN1qHGHVODzMZkqQJRyDGhe4cyxIJ+Pn5xKKoThudoQrTJS3TZ86QNmvdXnmyE9HWOW3X1YRUzrtp1G3Xza7lFEBcTYK1gLjSMaxgkkd8vJnPOWf5vtYJ+rrTKzBnYkp0Bi7vYog9Bk/LQlgWfK9EkhqYizil5I8sa8K9Ora48P45MNIgAV++W/HHV4y2EzWZw9EZDcohFkNplWi/Ws80kJQE6UMLIxN4iMenoORmu9MN+Y9hKtyfbk8XRLNPAYkpti3v3A5Et9sTJWeqKzw9Pel1OgT5Vr7rGAiKO9cmO0z5+b5RhNwOUfb8jD4oTRDjWhSllWPSvK/C//T4Ad2ZV+DJsR56OHmMx3gUgI/xSYblW+IkBkqybAc1ZzGF5UQeJi9PhQVwKmcNzfNBNrDWNapp9Fl8+OAJhHkCN2TEByk80pLOsPNxohuGHJo3YWvH/B1WlMKJMnlrJSMcv8kB6gPnxkxKuG6kcCo02yXuzYe3BPXcMk6FJkXRwN5lQ8nlEHUhAx8EbfTOQXSS99nBBRR9qmI9E8SbsNbC/TjoTYpRi8IaQ1SmzispHUjRg3Ly3r1/h/NiGOt9ohziT2YqVbEzifTeJmqRcya0Ojlptvk1J622RVu6s91pyC6yeS3LMjlUV/5SWk70dsbIdUll2LZNDg7ODG1PlPWbiG8pWdqxOm+CFzVzcJ6cd1S2IepZpGB2fgi3zDnAMlQjr8cL2yL8SO/l/ZdcOVSEUmshrk6R7VVeV9x6ZXtWo/FcKyluJ/qorXObtzaPezmpEM5BU+RIWpuCdBkyZ2hr75JkYeINU0rbASHFNDmquRSCP+1EDI3v/eTeGg/OCkyzZZIWu5/FZh8XikAI3O+vgkL1zvCBNsSyiN7YFk8vlVEO/OJZYlRvQBHrHHXH+cGSPEvwtNBJOG4J+vERNyRiryPpGev6RA+OxZ18UOsihMu6Y9nIdoCUtYrZxt73+6QPlF2EIrXVeaiyuRVjork6C/im3YTeTFijaKnz6n0paTxm1I62qUcQZLlOZfqYiOOyLJJcxJlbLBSBwXAdOpMbPVHhi2ehUB44zcK7tJKjmpBfi/rH+HaPxzHgMT7RkIWvj65+XkJsFi7WKfYww1pDEZZFjG+t2JttQm3v9t41X/TMnrVEhLk4+rPteBWYWLvEiO5iUK08w35GrtnvjUEUrcAs6MZF7dhaldxdfY/SUkLbZF2I3K3TS6XumYDD94HrAzfAzFvXdRV+XdA0kuBZFimYjA9ovJ1cDuidFCOlVWo3k2rHkhLBOZKD5MG1gh+OlG7EuEgh2CvJB6L3tLpDK4QwYBRa2Vno+D7IBfALbXixjVkSLoppt33WPsTXzrtTOdl7J6aoqsc+jaadk8xZM4N2znF7uk3OnvdSzJhK0+aEzQuQn7ei0HiHlpphlhtXr7mgm6pw6YYiKHkaguuVpZWDgGPV+LPgPNElQksswdNrgxFICcbIOBKtgMOzbc/C+2uNNjRVxIPz0EdljExplRgi65LoftBGgVEJeHxMc2O393zlsJqK1Ay2l2VhWVe2xUHfcSOzJI93TO85Q35szlsLcV1XeQ6jeMjZc2F8Mh8DncFwUnT6aZEzKBc+q7WQSy2z4KilKAVBVOIhJVwMxDXx9O4dVUU4wQrYUam94P0guEJ1hb1n3Ohs68K9HowQRXg1OrdVsoXpiWOXyL3j+Ak+BRqNsAXWpxuNQimd48iTQ9lHPyPzdN1xqky3uWYHE6MAGNJsc90QvtrqTFWROZenqfepvpV1ZXJ/9frac1y18DT19a78PWdiXC1KS87EkEhx0efCctVlyFw70Vn7r61tVwGL00xnK+jt50tr4B35IQJ5DB4I4GN8ojGMkwaMXmmo6AHUH0wD7/U07eaip+2Ka6yYD7OlkWI6eV06TAjStF1pC/00kb5YOFjihlm/mG0CnEWEbcbT2sG5MzIOK9yMdI+KGBDlrp62LWoJmLm0E+jUNkyXC4WZGi/LohYRwlNy6hUYYySmxLgPvbKOkjMDlOwukXNdlcggKuAQF+X6yPu43TaO40UKyXwA9p4knkr+ElmiFWNu2qkYL8xQEWkJq3I1HyzLOrmWcGY9S+yUtD99OC0wJFkkz41KPNTK5PrZHLC2b4hhqrNNLe2Cm3F+1ibNOYuVCUNNfqU1vyzLfF8MKeiDM9/FQa+NkgtV51DrjWHk+AHBCeI5ss5RH9iPg1qzzj9PzpXenIiHqKRFPnvwWvSSwEVCWCf/Six98rSEsQLL4thsGLJtc9uPAciBIXkRHKVF2tlVOYS32222Nq3DZ9y/ECRnegmLIMPVqw1RogdR7+7HToqJNS3UUH8fbcOuqdmnRH/yKHPN09NRDlNChTj2HRgcNXO0TOmFxqDVShqSlhNGmEKY0SGtibAmWs94v7LnyggLeM9ogtbu+53gBAVM6w0Xzvnq8VTqfG/WDhd0tJ7UhN4VgW2KAu6iVr/QUSZHV6+D0RZabZRRlIc66F1ef11WhjMkX9Ybi1j0SmsJ6mvpnVfrmLuqqOHIuzwPZoM1eYMB+qC2MtXv8kwzRSlXXu5oHY/Z/7RZGC4p8XrcWZZzrj3Gt3c8CsDH+CRDbEtVpMFJYg5KDhMlsPDIrgXecPIzpuTjUjSZita7szgAJocquPPkC5xZqWq4fKhaEniTdGC/2zy3TIRi7WBb/M1MWoRzYcYuNRV8pCSco0Md9y1aTHhIY24OKYnow3y+DK0xcYhD2rXm1SWtSqZFROsNF+VrrTVuS6TXQsBRh3zuXCu5V2rrmJF076Jqhs7t9o4UJUmhd1jXjd4qfvj5Wb/ZFjIOko3jKGy3DfPRG32w74cmawi6mY+sLa2qaF98I0qworFWaaNd1a9z/nizmxGLExMIzZaWqifn+1bUKi1peqWZ0e/kyDk3LThwYlwcgifEm3y4XOhDFKQeD31QjkwKidI9Od859sCg0dtgDAeopUgfhLAy2guOKGpUn7jfd7b1S0aHJW04POuyQhJBkQtnC8+oAVcLIQYTCa+ts643ljDoinLVosIj5dKenMA4f25ZTlQ0aAswH5n88sq7zz6j5kJcl0uhfUYrmuXMNVnDUFrhXApXLiaxirECfwpOqiqAHZRWuddMo9KdHBByaTif2I+sSTeVGJKYkQcnKTivd9xw5CYq91EzPsnzsqQV6zwAUyQhMYMiHnp6uqloSWL4Rh/Urmp6VQY751jWZRbPPkhhbabvE0nUVrUkyoTZgm3t7EaYaGYecsyuRdv3McTZPraOiR0+zZrKTPHtd7xxNfDiGWldDTu8WkfD7lvNBTcGMQqS6JyntqIxgUOV74/xbR+PAvAxPs3QjRCMZGy8wFOd5rybFiBXC5jRT4PSieT4M7ZoaJvUuDatN3rpbywbrDAYY0xV5VvS8/m7Rh8MfV9WGNqmZ4jikQvEK1/KFHTMNnAumRQjKS2K4Mj7iClOxex9vzNUtVc0Z3e2qiwPOHjdRNSUWrl9WXldwYuwZQxorVBcx41OiIAbIjJoA+8irWUGg5x3lsUUxnINjr2wbLLZkA/xpEOKC8cFbTJ/NKS9xZBN3l2upRjtVrZtnUXBNJB2fopJvBeT7mDXLOfJ/bOMXq8eaMZtst8nBHiJjQs+TI5cq424xhlx59V2xTKYrVVtik3b5C0mjCFC3u4coymPawxyqYzhcAPy/cB1QXuPLocYybWV9nCtcjAYHeH69SaJJF1+eUqrHACGCIRCEMFI9QXvhnKywixwr3m9c666U+U+RgDnGYhPXoqLtJI16WJ6ATY5jIioosjcuPC+em9qf1NgiF9jVQ7i0HtQEZTsOA7canwyM0JWGyYVrdhzeRYqTW2INM8bTy6F2gcVx9E7HU/ssPpITCu5V3JpbKusDa5VWvf0WvDVU++FQZAuA5BCUNRcEy6Gce6qzjFBxkLwYkeEm7nb9hnkkCc0Cynq0hRgTKWwoYDKnTxpCJKF3XKb81GWQOHCbtttWvmklORa6UGktnrSR+KZ6sE4kbyhqL8oh3njcDDQw1DVYhaJujP/zOM4dE1t9Np0nrr53MozcxqEP8a3ezwKwMf4pMM5Qe3aEERMqDeOPhrRyQm39noifTiqmvrCqTQEZpF4JUKPMeT3aBFlm6UtkjM5wV+KR/+W6mqmzCZM8ENaRlZgCjdLCPHeCyJnvzOlpHm9KiFQ5MoW2UUFDF0L0RQjtTUW5cIZKmVoQa8dgplJW25nm+Ryi5MyI2aHtqiDF/6W8oSmp5gL9FGnOneMxrrcaFWK1XVdGV7FIKMQnBf/vVIp5ZjozSmUEbSk1TZb17bhb9v6pjg/VaCBrgihk11z3gtpjYpYwjhT5+SRe2NDTJDzFDaYGMR5Ry5lWmwYL1QUqUPylRWlyll+/tgPub+j49WXUq6Zn2bHeK92Ro4lJPK+U2+dGBK9B/V6FGRpv2e823RzF37g89MXtPEV0Qe+++V3pKYdbUYJxiToa1JOZM7HVIbXcrbK7SC1LMssYtO6cJj/HI0Ub+TjoDJYt4XQTyqA0Rq2241SDp3HmsASpJD64nvfm7nJQxHarj6T7iIgkHb/QjkOYly5v94VIZP7OMqYhz87FE2boNboudLqoPTBvTQO5dXd3CANj/OJ+/5CLRW/euiw4EjOk3tnHJ2b3yh7g/eOVg8Sg6MWnFvElHldOe47yevc1extYN7b7XbTglGKRzNirpU3anIrxm2u1iqcvekn6E9fRvv3q3n5khZZubTIDjHMtciU6+Ztau/P+8BwZ7t5RmDqwc2u9TVTnciMnXNa/L7hgvY+DcfFT1QLxloopb7xTX2Mb+94FICP8UmGqTmB2UYJIapqr010w4qB+V/AdTe/p1+QBrMzMFGACT4sqsqKKButtjNrt51FhyGDVkjOgmZmdfppayKFq2Nc2jC9S86pGd5eidi1WcvnRLxQDmFRpeVAFvK7erIZSds2/+AdpRUloquXIaeFjnACI71D9zAo7OVg3YQX1WolOo+rTRGtQm+OdUkTXVu0PZZLJiweMXcBvFw379XDbliU12lUbCiVFa8TpRt98tfQz7iu69nadjInlrjM9nq5EOJnWooJIfxpZ2KWFz54zceVFIrTFui0KDmOY/7Muq6z5dy7vJ+c82UTFvPes5jfaWMI/y/oQcN5ghMbDYWX5kYq98QSJNAs2IFzgZePH7g9exyRmBYGXX0QRXUcUoLhOQ4z2faSXmHRZJpMY/P9+l+z3BljEFMC13F+0HultbNNaHSLEEWxva3bKVpplW3ZZM4ivoitVpyanJdSiD7w9PQ06RO1iqmyCEqUy1nytGgyZNWoGiL+gjoENe110CvgIvcsbeAQV+65Ml5f6HgR+7RO03QWXyHh+Oqrn8JHxw++/39hFOO1yWeOcaUPtK2NRKvpASp48R2tXTh5ogIWYU5tFdoZ1bgsy1wfTGA00WJFA7dtm2uJPROWKHTlHU+ktZ70A/uaqZMN2V7SMqMPZzqHItW1nIegGCJxXdjvr7PLYYfX+32n9/sUWQGTOrEsKzThWMq6rHxibUc/WsCPAY8C8DE+0RiAG47hnWyIQ82LkZxRKTK8GuSeak6znzhtP4SnhGMukLa4mQ1FK+fiNcbAhRPp66WRdPOTLcjNwlJO0Wcb7JuFS3CeI++Ss4vFMZnpsba1ghgbl1KBMREbKXb8RLx6Fz832Uj9VJs6hJTth6fUgxi0JastnpyPKYxwztOHYzhHznfqceC9qC3fbe+pZec47mzrynCNo+50KimpeAVBIGMQxGO4QvADj2yIwqsbhJCUH9em2jcpijI5akE+3/76auAtY2Senp6lgGj9TcE6CyRNszCS+lTs+kAL7WwnX7hls3XbGktYpk2GIRyzVaZFi92DMYbYdmgcm3m+2RAfQ8mW9s7T/SBEuSd+Waj5oLrA6I5EwjUPw4vqNGrR72DfC84nfIgicOqF2gsxSEZuY+Grn34NXwbhwPkhnEuEn7e/3sn5mG3fqsWJodl2CLJrBQjaq3SAMVRkoRxVQ1/tGkdtf3ct3G9PT1N12pvwD6PSFib3DQhOCoOc87yG1ho1BKmPrkVlm5y/fGRSCLRcKDmzrokUpbi89yJ50j6y587RpY27OOhHZYxErgGGmDEH7yAkXO301xe2tnKLkaM0CpHcG3FUSnWUJmKpEDTtYjSSZfDCfO8T1QuyIsQYJoo/kDkDsK0bRz7m4RKYLWBLmpnKYS/t9uqqqqSXUwjlTuGMw01PR3M3sKIxhkRrx7y+xqS2f7eIRX9xQbA5H0Pk+fnpDf2i18aaFjlk2bqmKLLxA2OIhFpI8YEAPsajAHyMTzUcOO9FBZoS7Wg4F+hOTu7GKZv2Ld7NxeuqdpuFgndvCoreuhigxjAXxtM7SxBBeid6+e/0V1M+zaIbnqABjZqL/JsTQcNx38klTxVgzgcuRlFdahan8Kag1tNk+jBlsYtzwzUS9xidlCQBoPcOvTOcE4sSLxYc+ch0N6DLBm/cJIDR9PtGI3hHUi+wjqOXKjY7MdF7pbaCC5AWTy473kGIkgPsXOB22+gjk8vBykbrkJYw7SLMoqZ3Kdzl/Z8b6dkCDlOEIxvrmXJi98ryeLftdiImxvccYyIrZ9F/ikFMbTo3NZsv/P54v2vqSD7yRKyG1/kw3vKnGiJIqK2rB1ymlEx0gZx3ub4p0b0n+ciWVkro+BhhFNKSuO+HtP0HOBfV0iXiXGO4znAV5wODQG9wb3d6i2zrZyJyibBu20RazaOwa460G24WwoYWpZTUBqjo4UNMzMc4H7/X19eZanFGBno+fPgAoKKGMWkV99cXvPfs99fZNjUxj2U2u+7lUKBouRWjlvs87+uAofcpaXG1pETpHb8EfBWV71Eqe2+0vJN8Y1028IGSPb0HPSCKr+T+eqe8fOA2nni/PvHPX37ET7/eya3rpuWJaQUnz7i0NmUuLssKUUVhoU9xx1lYL3MeWWG1bdv0SjQxkv27oYIhme2Ln1xfQ8JREQwOwnKihLWroTcX/9MhB1PjKpowrKnIxCxe7JBjCF8p5XRD0DntnWeEwbEfBOfEwqiPqegvRZKCqqreexUHgQcD8DHgUQA+xica4k2npsuA85soBJeIj29Dyq2VZGjZNdDcODDGgzLfwLmJ5zYXQUMVc5WCIurJffSO00JsOFuIRVBQi7QJY4ziL9hFCGLB8cb/Ey6jqZbF07DCRKhiPNsoZrNgLTj7LNKOExPYoPYztYjliGR5BjXAHnQao4mJtm+KuNCptSjvC8aQ1l3vjjw6i5M4t9KKJgJIER5jwitP0HnADQ7lMaWUiCmSfGJgJHFBkvZ9nxu7847o4tx0DJVYloV7u78R3kjM1zbv8bIsWjCeqkpTUZrpsyGyCnrQNXnBeJL5yG/MtUXM4gkpvEEA5+GhnX6BrTfCEMTFyPXW1rMkEJlfgSXdcGOwLIN8f5Ui3g2OeuA8PN02viqFkIL6NxZyfmXQRRE8JMGhtYoPATc8vQm6IxF5Qvz3yvMc+jn6pSAeY0wlOph3nKQ8mB2MFYOlljet+Nbk91iaBZzmwb2LeflQNN44mjInmfPc1O1BuZyGCK7ryr4LFWAJIjSxlmkpZd6H4LwmZxz44MRgup8iLXkfNxyB0b0WzAu1dFwY0/vQ7GzG6Hz48BNWt1G+Lnz9o695/8WXfPjqzhjCx4zryoeXHefF/Nquh7yncFqnwFQqe+enp6jVYr133r97j/Oebdumih9OT8Wr1ZSsPep5ME4v0eGkUDPeni2KV1TXkljaaG9U8dfXWZZVDoIXk+/7630KWIxKs24bo3cOte5pvcl7VyqOHdiM8hJCULS6S1u+P4ygH+NRAD7GJxpK+cE5syTwkCLO+2nJ0VqbBVBMbxVuqFm0LaDWFoOzDWP8P0PZpmBBUY+iaNSpZhUF62BooL2YOdvreOfpThdC9YozFMEHMTzuThIcihWd/RJf589YLOc9yThGA0EHWp9tm97Fx48By5LIWaPaaqX7MREC8x80cYIkKhQG0qJ1XgxyexHLl6Gt51rFkLeUihtQeiH6RIqB0Rvr7YnX+yu3UKBnfBhsTyvQz81Sr0FKSVqp1tLyZwEvBsfr5Fo651RtKhtsU56kxeqZqtva/ZZjaxy/2qogcypusfdh1iK2yS5pmZ5xQTd4s4uBk1dqnEL7uhVBVYnvTWOxQNpjtbXJ7RQBg6A2pReOutNKY0k3ass4N2gtA1YsNZa0UmoGvPBGtfCvtan4YGF0KZrCBbkEJvrnvGzSZgUy+sndarVNj0SbD9e2+VVUYBF5QYVQMURYRLluB5IpUKgF70/jYsm2ViRTizZpJcqhpF0KQ0PP7EDjnUQWphS573e68kdfX1/nz7TWqaXTmnAqY4q03jn2ux6kTpHQvhdeXz7iPh78YP0e9692vvj8O3z18QPdBXKueF95/+5LjvpKH+3NIeWa+CFvWGIBDVmbD/wQ9LmPLgbuTXimtdQ3B1U7mBhfGD2gOu+mwtfoBjb3rfidTgN6EB1jTJuYq3OBrKHCJfZq/WToZIyRIx/zcBVC4OsPX4kheymUkNV3cX5cpbh0nYd6GMNoBRc08jG+1eORBPIYn2y84cJ5P3l2rXf2fZ/onjn12wJpp9GmlgyzXagcO1OLmgAgxjhNgIFZJMQYJR3Dq+s/pwXNYSHuXhbwpi0bS/jIGullPJ+syQJjcHLjuiz0tVTd2GQR9Ro9NePInKBOrTdtpwriIBuAfNaY4uTStXou9paIYVxF586M1z6kFddbZ1lWLaY0dUD3O9nELdJN26C9qS3Mqbpt+homzgDetJlSTBONM4TWNst22UxM6DETV7zcrxSTRs6dXKraKsexv4kom3xA5T1ehUJWZLTWyEWSG3IWmxsf/CyGaq1vUBRDp67pGEkzn8dgqiJrbWpnIkjJuqykNeKS555fuR8fqO2VFB2OJlnBQdqcwQ+iR8U/WU9AXSPf+jQ2Nm8/m0t2n80yZwyZP6aeHUPU46aKj0mKudf7KyDz6jiOqei1Qm3G6Kn/Y6tVUma8n8p4ed0gXEL1fTQE93a7MXRu2TPnnVdvvTKR6DGk3WhFaFQxFEPzZYcU4fu+k5aEc4Lsfvz4whiO3hz56NTqGN0T/Ir3EXDkXNj3OwNIy8KiIpX9OPj4+sIIHoIjLuKvWRWBdDqPnIqvUkoXFbscMO/7XW2HmFYpluHbW5/Imnym+Cbf11TFJRfJ9R1n9u5VHGKHkjdcwXDG5xmV4WpfZQWd+SfaQfba/q218vz8PPmvvbdJN1mWNJ8/rz6jNr/lGfXT8sUOmLJmPbb+x3gUgI/xqYYCDNOWpZ6naIeJO87YomvSQQxxnpptU7cTuy2UTAK72L9s6yYxc5ybYh9iv9K7IIimHgWk/TZQtOJUEBs6YsWmeHKNic7h0N+p/DMl/vchTCHbACyHmCEFXauVfByKjBr37ZgLdMlZcnO7IDn7vs/IMmkBFmmDOmZrbUlJFnPXKU0SRM734aWNPSSVYPIIh/gAWivw6XbTzyGZrUM3btvMl7RMI23jBtZ2im5my8vuiyG3OroKeExFXFuVFqg/ifWz4FXVo/OaBKJzoOQyC2GQzcqKFElCEVTFiPzW0rfhjRvZuqKSndfX+yz25d4P1UVCrdJya71y5EM20xj0emZRSAfHkAwLohpYC6KobUvlF3pvnEY/M4vlejEL0PNrciBw7vwMVpQdx8G+79O+xj6f8SNzydTauN/vOG1tAhPNTUvSIqFLQZWWiVra4cIK7Nna1Ods33fxz3NuZgcbahlT4vZ0m8+mcAaFN1gvUYkxpTML28H7d+/VaDDCiOS9MYa0hEd3pLjOwrW0xsDzcv9AoxNvgY/tleX9QvOZ2g5aK0oRcJTa3ly7qqk213lpHom1FryTAtX+3UzjjUZh65I5EaBzPUQpjC0mbwz1x7wIRsy7b1pZKepnamSb72Z6fxVI2fs0RwJrtzvnZtG/KDdw226CiIdAVB6srIur0jzEqFspx7oWiGuBrQ2P8RiPFvBjfJIhS/F50rRFyytR2oosWxCnSXDv4MXuoJY6T7E43Ui9ecuprUJrE5Ub/Yydsn/DOUXWxkSEoiIxvUukV4ySDGEogYlIzMtsWTbMIFY+j2wKjXrmfQ6JCBNumdppGCoSA86ZslZaS04/T+9d/QETQ/lpPontS4gLOR/kQ9p/zruJwLWWxRh6BPxivoFaWCFxYMM5as2ksOCISA4sNPJEE81fsPXCeluptc+s0pyPNxspnJyjnMs0lp7XSzfAUsoUhnjllRn3z5AhB2/anIwTcYxqmGutO7NEMQRkckvNMFxb8Gb2PMbgfr/z+Wefz/f38eVr1nWbxRgoOqYorxljyHsvtFqhq71QcJSe6c4ES32qKlNcKHknpcDA5rUYRNd+Z/hIbft8nzHqRkzAKxokrbkzdtCEUEZteHp6ElJ/PLOqa61ysGgmfoqi5o16IOmntY6JSCandpQ59/pE/5ryLgte51nVNuaJHHe8d6S0TH5er00LnMC2hos3nWM/ihTHzk/KhD6KiuB2OZzMe19xIWpSzkEMQbKS/UJ8emY8v2PgWb94xx4Kfhl4XwkRaae7gVNUWsQxgpwt68bLyyspxcmPM/4pCKqalmW2RW2u2z2x63ctIO1A4r3XOa7q7N5lPVGR0jWtJqV0+pFyGtab/VSIYYp8zG1AXpd5n41agdImxIKnsd021mV9Q4EYyEHS/P8MdZbnSe2uUiLX8rCBeQzgUQA+xqcafSgK4hldiM6ticlxl4ptbkCmyLMosKrkZVO1XbN6gZn8Ye3CYm79mi88hrR0ZQE/7R9qU0TBOfFQ03YZrFjqhuUUW7vOkCkj6tt7dcpNlLbzWcyCihzMbNdZpJegcFLYXAUwIhrZteUZ49n+3Ped2sr8k0umlsJojREcLt1wzbOFRAwNXOPjfVeBSaLkr4nJMyjiQ6jXHw+DTvAO72F4x217Yr+/krwUj6KQNd6UeJ+9vr7OjNKgnD6zB2kq8KiuvvFvrFU4iLKLneKIqNc/LcLlfH195aYxXTje+APCiSrmI882qLW/jSBv3Ctrox350Dni2ZYFFzxR82nL60fyIYVZqU3zYcWDsTFU0NEpeVBa5vAHNSSebwu0gscxmqDQ0Qe6K6xJkO2jOClGvKMjm23vaHENHkPeBs4JTWEvr5OnaoVt8IGsyJTw0iCXIkbDzeGjVwRWno9cy8kBjBLjZm3Ha6Fu9ADvAyYIMVX1uizTBkUEM0WfCbE3wQdarRz7IUWTeija/XE4gvI1CZ4Gcq3UwojuCB4RTbVOqQ2XPMM1wrrAaNR24ALUPsjVkXMnNc/tuz/Hj378Y5b6gdv7jafFMfaPxDUw0sJ+vEBbcGPQERTS2qjpiubpocRaqLVKesa2bYpCn3QEQ+Ps8GcIaUqLCoSUXqKJK8EBNHIpOM18lrWjvznQerWNMZpEbYaOOl5fXydCebUDMoX7KdIJEiWoh8lShBdsCGzviJClVnprpJgotcy89VHGpFK84Ug+xrd2PArAx/gkwzlBLxwOry0QM1MOFzuPZRGfKhrz9GonZisKry3GMcYUf/TWCUnQL+8DI56IYlrStCZpVVE4LSptgQ8paUrEwHlBr/b7jjn0w8nRCmpp4+Dc8NTw2XJQTVDS1cNLFLonCR+YfoFG8DY/MDeGFoaCCHqnNhhVik0cxBSIKVBb0RapI3hpUR/7zrIlvAtT4GCIhgd6bSJk8ZHhpaW576/0d114W86x3G54zFImzOttwg67HtZWHEPMb4HZkjR0yr7Xe0/yYSK1KS1675q0kkdnxDERjSvicvUdtPit4M4W5Uyf8GNeX3tf23ajtTr5cF1/18ApFy7ghrynJa0ceYcmKG4tRdt6VVDZWsAP8J6hxTPaPr+/vuphoLFtCzF6LC3GuJ7OifDmdlvld2qJKXuuGItb4Wa8vVIKrksLr44+jaJf7/fZAh5DPOtSSvN+NaVFNGf3iEt7Vgqe4DWhY/TJjzvyQd4lJcWQUR8uCD5KkWhO56KId6xNClIMSzu9T0T9vu/AmO1uU2Hf7/fzWe9t0jAm362Inct93xk0Ugx0l3j64jt89fpTvvNH/68sayCkwXG8EuIzy7IQwzuZ9yqsqEX4nnadcs7zM5hRuHH2jHcpnYiTznClOZRS2LZtfubWJGXHeWlb17yjt37ayVgiiK0lU7SjNj8uOfzwLIvwK5ckXpf2HMApnhIepSYccfKL7VpOjvNxEH2gKYpde6Er5ab6qsb4UrwK1eLB/nqMRwH4GJ9ojHG2F0supMVPvpOJQ47joJTC09PT6QWn5rJGlG65ndxBJwXlFDno4hedn151kkAgBaG1JYMPM7u2NdlYuhLVrQCTxIDAdtsmV8v6gt5W9AEueEat0sIMZ+JCV9RxpmVcxAvSmg1zM3GKEnTbmL3w0gypFDWhvifnaeNsSwky5HBeEgNqqYSUxN4FQUzrkBi34D1uBJIP1FHxmncsfoBqOVEKISHoaC/SPnfjDR8peM0/Vg6fJQ9IMWFtzJN3ZfdqWoTUKqbXnikQ8CGwhCCpG2NMkQiD6TE3rTG0+DgLmTATPUw5a//NOU+VL/oZg/fEZRG0xqnBcRe7mz4EnRsDoveMEHApMXrjfkibMIVT8dlGJYaE8yJiWdeNfHwUZeaxs6TAkqTtm5LHOzFqhs5+vLBtzzjX8R5KPXh+vvHxw9fctg3nPL0LGifcssxog6NWgrYQY5TYOkP+ripg40xWRb2lgIizcClZeHI5V9KyULOi5MnQMq/pLJVWC6WchecYgxSkMHx5+ThFKW+SLewwozyzmCLP/mkqckvOHPdXtqcnln2RAv5w6lEYqK3hXaC0Sh+wBGl/Dq9sywDr841yvNB64bPPv4vz0pY+7nfC6uk1E4LkAnuvrdJyOghsm8T19SGdB/NItPnaW580Bh/9/Gw2D03cYc95CEJnqLXhGBO9x701Kbd2riFtdjgyr0Bp11ddd1Rp3Rr3/T6ftzpO5M/oJlHb2mYubejgsiwMXetqqScvsZ0m7TNusjVKebSAH+NRAD7GJxomLKhD23xBvMCiFhE4uN1ussjd76dbfpD8T4cTfrgieHLCTlOMIKic5JiK0tYRVGAiiAXg5RQfXFDs0ekiK0o4K9y8LvL7ftf0DmmPSRvSY92RPgaRqCrKkxcHTi1k1MPLX9vWll9sLWzza1Nu0BQ2nNwvG/LvcvpPaSH1ODlBZh0xtGCCoNYv4psm/6bB773Rm3yWdVnoZGrOtJqBi+WMd0AlxkRvZ1FXNRXkqqI0Ve2h5rW22V2zje/3+ySqi5cZ6oXXKTnjQ6A7EYGkmCbqatYZ0xJDlc8lC1fS0JppAG3FtQ883Z6mUKEpOpuzqHJHy5LF6hwesfcYTgsq7yU2rxboldFPvmdwYrNjc6s2QVMMzUtLpOTK7fak/oNF7WsEAZb46zF5qqVkQogE77nvr2zbKu81JhqwH7vyJgfRBaUJdNzi5twvvdD7MeeKFWQMZtvTIW3ij68f9drqISqhc1TED63VyVET5L2xrhsw5vy1fNnaqqS9uEtE36WYsaI9eLn+di9ETCOxdbkFnJM/4DVvWwy0YxB+bC2Zor+b4dlrZn1aWdLKfv8pwUHrhXu+s753bGGhqCJ9WVeO/XhT3EUVS9Ta5vM8aRvOogKl4C+5vOGT2nWxQhg4OxQpCI1idJwLLOtGb2U+o7YWAtzvcq1NbGMWRYJ0d7wzU2ehhdi/X58r81wEOQTkI0s3wPspgnpDmZm8RTlY5uM4qS16z8forIvZ4TzGt3k8CsDH+CTDNJVOUbThAiBFk7VQrcAAZrvPFIbT4R7NEVaOnvnJJZ+UYC1ZrUa67pfTunfQhthoOG114CxBQoQfiu0RQpTCZ1rUDFUutlkwuknO77quygYvLeONZV0pOSuS4aff15lgoWWoc/K9GtFkIe5iESGn+pIlpH109QlrlX3P0hp2keFEYdlQc+oUITjaIdfw/bt3jFF5eflIui3gu0S01Tv4xro90XoV+5f9AOd5fkqUY2d5SmTpdWI2H59/8QX7fj83Si2al2XB4S62KoZyOinwa8NxEv1rLSzrisNRWtXrLptbLXUijNds5pneMQ25+5si+mqOHGNk1HHhWum/V2nR5iyG2xM1DE65hE0KN9doPROdtpSdI9eGa0NQTDMXH02zgw9Jq/BoEQMpRLoD7xOeDkMKv+fnZ7yLhLioGfFCraei3BTgJg7wzjPUt81ECL2fBuPbuk1RgfHURhjToNnsXp6fnifSZPetl87tdpst0K55uPu+K5+sqJhBqAmGwpsFkYhALubbio6Jfcvxhj7Q9ffXWjlyIat5dfCiWA1EvCbztFKVJxoVpXOMCt4vlNq590pr4JrkCu9Hxn/mZjt1XRNjCOfP7IqEgipouSXdTFV6rcQlTn6kcUit8Ds/b53rlFFJGk2oFdHLWbMP9ppJKRCXRVv/2jnwju12A6V+9N6n/ZFzekhS54Fr4ouIyuTQZ04EYlBdZhv4m21qkAPDtq7s930ismi3YcRAUQ61oNNj0kUe49s9HkSAfwHGr/3ar+Gc45d/+Zfn18YY/Mqv/Ao/93M/x+1248/+2T/L//Q//U9vfu44Dv7df/ff5Xvf+x7Pz8/8hb/wF/gn/+Sf/J96D1fRBO78+xiDbN556k5virqr+nEM5mZnPlu2QVrxaFywI5+qVntttK1riIghbNOiBVmwfRBzaPMcrFUW3mWRTdraw/Z6srGJQ0aphdbO2DorFm3jdU7UzKN3bVtLe8d4ad6JPYZswprskLN4ew2xBOnDEgWkBeldAgKOEwkU6xJpaca0Kvr2wn5/hdA42gt1FPrI0AthNLboGXRBFmMkDE+7H9SXO/nlhVrKVHSGGPj48WuWJDmipsiF08/v48ePE8V1Tgxx931/w6sKUUn5Fm8VEx9fPnLsB/e7hNjb5mtm3Vfvv2t6glkEjTHY7/ssQsy0V+6toCIxRJZl1QIj8/Lxg6A8QfzjxPQYFcxUoNJbhi4bPKURgDUkgvICcr6TohYwQeP9RqO3g+22AhLlJ5i0FJi1ivHxfs9qxjuopWMJMFfhwRiD15cXQvDclJc3tC2/ruu87vb8OBzbdiOm08pFsp3PQnraoijX0iL6xpDkG6e805QWaTUrsmfXe1I0zMNOhTdXtSvA0/O7N8gWCCd3WRbJGp7PHdRcKaVSsxQ0IaR5QGi1ilVMD4weaN1xHAXvImvYcMNT+piJF703ajl4efkwrw8w00AMjbQi0K55KRIb50PgdrtN5A2YqSR2EIsxTountKRZJJv3njIcGMPSewSh3/ed/f7Kx49fK+ra5jU1P81aTy/TdXlbmAvtYWNd11MQ4s/M8/v9ruvKmd9trWrvw+SDzhazD9Miy3lJkHmMx3gUgH/Ix2/8xm/wX/1X/xX/+r/+r7/5+n/8H//H/Kf/6X/Kf/lf/pf8xm/8Bj/4wQ/4N//Nf5Ovv/56fs8v//Iv83f+zt/hb//tv80//If/kI8fP/Ln//yfv7Q6//cPad0o76RWeiuCslwWUSvErsbDp8WFiCVWRcaM/1VL5TgONUCVzNIB1N5pQxaz2hu1d4VkHG10XBBLEi4mqM5pRJKS3J3aWdj7GIwzls4Lyni2j4SgLya561T82h9pnYp/2+Q+GlrizmiumanrpZCo6gtoYparBxwdPEFJ9qKu9Cjf0U7/w4GTjOBtuxFdILlI7ZnOTvj6n/Kd1x/yRf0pkR0QfzEf5Bq5uNK9JHQYAijKX2n7Pt2epuJ2GjY7JyIGtdd4+fgyNy1pBXaaFrO5VtoYtCFF8RdffDGLFimo2ywwTCxwFT3YZm3qSouym4rNyQUdMxpwP3ZBrIJne3pHWm/cnp9g3jOoKhhhOByBGBZp08bBmlZCCXjlMtZaCPsH3n/4Me/3F2KAkcTiZlmkpeaRTNzgIsEnliQFC70Rgwe8tu8EncolvzFwjjGS1oVci1yrodFqTuLjDLnbd2kXixH6cTmoePb9kBautiJjjGzrxu32JIrQIv51OR9aHBY9VJ33wRJZ3hgZ26EEiTY0wUPvg/v9la+/+im9NkbrLDHA6NScKcchz3RcCE7SXHyIOC8t8qEei+LBKHGJLkBHvQqbiEQGg0LjY658eH2hu05tQBDxxNN2I4SzvbquC055kfbcW25vDHHyA7OuK621NxY79sc4wcBED6dopHVSjGyL+GaOXjVGTtDC23abllG37TZpC/KMixWPCUXMGsq40rImlnlfSjltfEAOYca33ff7eSBtjVLyPCiDqMhLlsxr59Tr8hDV9WM8xqMA/EM8Pn78yF/5K3+F//q//q/58ssv59fHGPzn//l/zn/4H/6H/MW/+Bf5hV/4Bf7G3/gbvL6+8rf+1t8C4KuvvuK/+W/+G/6T/+Q/4Zd+6Zf4E3/iT/A3/+bf5B//43/M3//7f///8Htxzsjd0h4R0YYDPKOZ99rZWjFz36CnVdvUDfFJipQZ6dmQoj46Lng6g+GQzdIxv5ZrmQVItRaxd5N4bWRoQ7RMHWhcQyGHp/kez42RySeylnDvJvw4+XPiAQimW5EW6pmJ+03vsRTPjcA5MTCOlmSAU96bop2jkdSzDRyjS+unFskBHXS2tJJGYHWBfv8pt69+h5/9+E+JP/qfqcdPTh6g73TnYX1ihDQ/++lTJointa1iiFOhPf0bh3mqpYkI2f3xKl7o6PX3jqPkE7HTgs0sXAzpenp6mm24ZVmktXlBBQ3NkjmTBO11nqhzyIopHyQ/uTnH9vyOYeIRL+KkEBJPt/eEsOBIgKCpbTR6h9gT7X4n4HAN8u/8mP7/+X/jf/ef4NtBo7KuEZDPvS4LMXjGaFKUD6domBhxW6s3Z7F52dZN30d8Mx+6Pr8xRUVP6ywMUkrctttUi16TXWReadKDOz0nh/4+HLx79xljvD2AmbG0+P+F2So1xCmmSC5itF5y5lAOmlPu6bqucmjqg6fbE/k41IIkSJuzSTqKHx5GkAMQMFyjt0rvEg0pljOO2gt7fSWXSm3Q+qC6xj4q9w5f54O4BtL2RIgrww08Ae/CFHSMS9Fmc9qe9dbloGfzyhTP1po1VM4Og7YeGTI3Bry+voKDl6+/5v76Qj5eYXQtZuW5OLQtbpnjFp0oa5DcKzkE1DkHbI2C8x7ZwepEYU/7lm3bNKlF1lTxQRSEUnKeIYbAtm0symvEoZGXF5/Gx/jWjkcB+Id4/Dv/zr/Dn/tzf45f+qVfevP1/+V/+V/44Q9/yL/1b/1b82vruvJn/syf4b//7/97AH7zN3+TUsqb7/m5n/s5fuEXfmF+z//RYUiXoH1qVQEIN1BIySGEWSiCLEamPIUzMmlufLjJq7MF8FqEnIanY/5eWyQNnWtNyNH29WmG3M7F1tz3pcg8250hRG3ZjIswQtpcY2jbz/tpOxOjRLxZqkdvgjg2zQg2W5oQTkNjE4tIG6tN7tKyLJPTZkjRDLNHW4KjabbwIerIerDnO+O+E19eeGoZvzdSc2wpkcsh3mBVkDVUgViqtID3fZ8KbePficmsIBeGJt1uN0FmygXFc2LzY2iHfQa7F9Zmm1wr7/j48SP3+30qxK1VbqiMoYBwKinNx61qgZq1fW3/bpm5dk8NJTwTHoJmzu6M4Yy9qshMIsWVp+0da9hYeqT+9JW0dz5LX/DOPfFUGzG/0jXubQwrmuTe9l7UnNgEEn6i19u2TUNf742sdRaIV7uX9o1cWUBFJydafHr7tXnN4UwEKUUKfku+cI7ZCrZnyTiTJ4VBECTzBwwhTKsSSUGJE3EsahAO8Pr6wjQbzll+fjiCTzgXCD4yhhwKW+uMIUbZJx9y8PT0GYNEGY4PL6/stRC2lb0evBwHr/vBh5eXmeohiLmgWj54FXKZFY7QXGx+AtMpYGis41Txd7FukXZ4mvPsarViz7fN6e12A6DkPO9RqeLfuaRFuLra+kbtcEopfPz48TwIayF9pVhc/QoFCc4T1bXYQ3sGUkwzn3u73WYL2DobV3TQOgey3j3o/4/xEIH8oR1/+2//bf6H/+F/4Dd+4zd+37/98Ic/BOD73//+m69///vf57d+67fm9yzL8gY5tO+xn/+DxnEcU30G8OHDB0BI/7ZQeu+JXq1dxtAuihRoxuuaRPh2ImKGBJk6r6ng4lrkTfuJcS7g1uopmlZgmxswixj1JJloiKF7ZjNjyF9rggQa780pnBdjRNM1kX1dWokD1DNPvOZa6xPVNH8++R1ubsBioixtL1mIh7SBh5pJa+HwTX+9zhlR5Z1awLTzPY7Rab6zj0bsnfxy8HUdPG+B5+2ZDy9f89kXjuPY2dbEcQwi8p6Nx7hcjIGvFjfGnRqKlFqu6rZtE1k1FNCSPMz41jY1Q5tsY73yokzhO/pgz7sY145B4Ly/14NAHx2Pn2pXs9SY6lRF/EBevwxtIzdtx1f13+uDhhPD8ixFQ62N48jcX1758ntfsrZEORL1NeJ55ZZ+yvOyQG9akGshhgey+Cz2Th+N6KVdK+kfDdyYbdS0pOmlZ21da8EbXaLVpmk28Y0H4xiDkgvNSwKLoevWpjwtQvrc/HPeVeyR5rWe9kd6nXLOWjwvjHHMe3S/3+Vg50RIEGOAsZCLFHopJJ6enhm9kcsxuayiLh+EIJ6VSmIQ7t8ifprLsnAcdy3qOsv6jn1/oVE4eqbgee2Ztt8lBSREeq+kuOJDwsUkbed6mpLbM/H09KTiK/m/2utMDLG1Zl3X6VMo8ZGaTNTqnEPLskjru/eJwEcfiMFx5PubA860mhqdfAiNwtazGCO3203pB1LQW0EuecxjCkLeCJ0w2oqbbWmnnQ2zhPFOGSGcUZB20LW/m03TNd7xMb6941EA/iEcv/3bv82/9+/9e/zdv/t335iUfnNc2wXAm8Lof2v8//qeX/u1X+M/+o/+o9//Wvb/hpscIWt7DiUe28nbUIpSykSL4GyD2Xv3zuPT5QTuzgVwqvVKpfY6kZKrYhVk4W614vrARUHdmCjfmKkBVpzJa4vfl6ArosAUpMZNgUtTo+MYE07ta5z31Cq2HzEKN+zIYipt9jK1aitJPEYUQZNiU3hdhVLk9G9on90X+68lk8AQm516KKeqi82KE8Xp7Wf+CD/+3X/G5198TvE3wrISk8SShRjYiNQhxW5Hiue6n/5lVqzN3Gbn2O+7FHPrMkUG19FqowxB7IwrdQoETl7ZtZC3z2WG34awWJ6soGWWazrmRjsuFii2YYIQ6k90Rzl/qqashpThpHjwTTiKVdW4ztEZ+Bh4enqmtsLx8pF3yzNjBMrrB1p7JX7+Be79Dyaq3Xul9oKPjdYyg8Zx7Hh3I8WN23bDXVqKrXfQ6LVjP1jW5TRJh/PQgAgerDAw2xKcXB/npGhZ1kXFQ7CsKwwIftC7tSI1yzdK8gsw84NTWpQXC8uy6vUqij4V5dT5N6p2a7Uv60I5DkYbM8LQ5s9xZEDsdHI+VMQg9InkoyJ/Bcdg2xZee5n8WO2kklvj6JHXXKkhk8KBD5GaMyEkiT0zd4AQpqfnGIPhjBcqz7FzjujivM4lF4iCiJoxt6jb60SUrQA7jqyqXCmgAeqRWRahIaS04BqTf2dFuhWDdN6Yfy/LQkqJp/40kff9Lors5BLd9Xnw887Ms/XZ8W/jNGOQw1PHVMuyNpjgw3sHIdD6eUiyZ+gxvt3j0QL+Qzh+8zd/k9/5nd/hT/7JPzmVk//gH/wD/ov/4r8gxjiRv28ieb/zO78z/+0HP/gBOWd+8pOf/G9+zx80/oP/4D/gq6++mn9++7d/+/zHIf+vj44P0grt/fSgKtqqu9qHgJy2l3S2Dnu7RMD10yfPOGCzfYkUmKaOs8VtmrNibRdtAequ4pyfSRVjdHLWVmIWhCuXwhsGOGZjU8naqpzCD/UBHNrikcLUaxEYdTP0E/UMQRAU+1xDi+QYA143akFZmIKRpFwvU2TiYNBpvVJrZmhGcWsFehfSfbpxLO+If/Rf5sfre/juv8rRh5DBObNGJYEkTN6UoRaG9M7v09b67enG09PTLMbtz2xDWmv88seiruzvhiBbe02oAoLUNs2aFVWjtNNut9vMqL36DlpkGZwtVEOYU0rCxVKPPSvak9qRHKq8xntuz89ygFDvvu4aIzmWdytEaCPjoyNsCXrnNhaWLrm2Qm8Yyo8E6Dg31D9v0zkoFj+lVEVjxFpoPgeaJXu/7zonhl7/fX62mSSBxBoaKprSwna7TR4rOPJ+SOvXSUEHqABEhCU27MAkLX9Y0jLvu3EOV7UgMeP1yd01bpsmT4TgeX5+1hZxOPm8rhOTJ6VA8I4QPd6jRuaNGCEm8KHjvXgtOjrO7AQI9CGpILk5jtJJy4bB77VWDhW3TL+73qSA60Pb/+Pkj6q4yVTqFom377tQGNLC7baxLItwkGchJ4VY0oNdVH/KIx/s953XV4n2E+7vKaKxYthEHr31eaCye9Z75927dzw9P4ki2rspfjr2Y66DJoQzMY+YeJeJVBr1egrrtNMgQpczes47VVw/xrd+PArAP4TjF3/xF/nH//gf84/+0T+af/7Un/pT/JW/8lf4R//oH/HH//gf5wc/+AF/7+/9vfkzOWf+wT/4B/zpP/2nAfiTf/JPklJ68z3/7J/9M/7H//F/nN/zB411Xfnss8/e/LEhm79YlbR65lTaydUI+ymmaSEyOHkzV/832xyBy4YvXD0rBq7IoBV+9nfjrIFZuNTpz2WtNmk/ekVNFjDrFhV4mPGyAYBpkc3WCjKJWpLWsllNmP/aaeAsaJ2/tIGvXENDRY2sb76JMQa8Cj5aKZiqRDYkE7Mowoqo+/rorF6QPbrDbe9wn/8M9fl7HOGJ4aI0vIcU4fdjny2uoOayMYioY9s2iQmLaSqUzYYkF7GuOY5jtiitJR1jZF3XybWKMbJt29y8REW9TB+72a5TZNCMm4M/02BqrdNi5TiO2TaupZ5+kv60Mem983p/xYfTQuWKPIqKWYoIp3YZIYoQJnhHTIHuOyMG7uWgUqnsfPj4z+ntEBFIldg454QTN3qntaxzWox9rTU+UUJ9r9e866ETzLkLWu7EssQOd+u2znvfR9ciTtC0l5ePqgpdT6oEVzPnMgUeoH6Z/qRaiMDmfBa326Yqd+XSqpWKIU6lFI4jk49DivuXF1Hl6wHPWvBdn68zdmzQRqX1QqdRayamwLIEUnIEL3nMrVdVUzt1Exj07shlcOSuivc+r5/DTfqC2CwJZ9cMxI1rnIzX12SuTp6rF//KlETIZHzRa1fCFMKlarE14P76Si5iOG7xbbbW2f22Qsza8oPTrzKE+AYV//rrr5V20s/PpeInYHJsbR21ey0FqXIaa52c3hDibAUb57YrF7rWyqYm7I/x7R6PFvAfwvH+/Xt+4Rd+4c3Xnp+f+e53vzu//su//Mv86q/+Kj//8z/Pz//8z/Orv/qrPD098Zf/8l8G4PPPP+ff/rf/bf79f//f57vf/S7f+c53+Gt/7a/xr/1r/9rvE5X87xtj/lc2l8qSIp2z1WebYR+C0kQfZOPsbbY5/MXCwpSihvBN5S68aVFO1aI7fbJmS1cRPx9UyadFSlXkTVS8bip2pdjpypMSHWuv5+uZGlBawbLAeu9hqLpPi5em3wti6Ipz5kgjsU8aLyen965eXWptshflzw2866wpUv3gcPL1LUaCnd2C09bi4CiF4AfbupJbJo1IcgtulZZXLtDawUImbe/xEWq7S+SXilCmAbEKEOImYokrH9E2YGvDX7l3prTFMePelkX8BG1TNL7TtEFh0Ds4s+SpjeDEKiTqRTNe4SmaUQERehBgTGrAsR+s6yqegMotnCIAVSQPB7X1s0D3A6In1BX4iuzvvNDFauTdRvv4geV4ofnOsTi+CpEvcPghHM42Ck5b3r1Hgr+R753bU5J7i/DmaquUeqLDglZ7cjaEjWln05scYmIMpCQHFIv9clelb++gRYeZOst9MtaqGTk7FTUZh06TdhTBCz5ogSMpLiZuspbl0GJiP3ZFH5NGrTUGmtLjwBtqlhKhZJmptdPx9BBxyHOYlkQgsy6BY+/4OBjR0VrBRcd6W8m5AYFePSlERm2EGOnNM0bAh8gSBImPKc7Ys+HGfLaNA2iFUMmS72tzGZjXDeT6m0lzjCdfU4pGr4dNQRYZg1wPnCLMUzylXGB5D5LJ7ZxY7nhvVBWhhRhnWO5/wAygRx9TyGQo4uQianFpBaDxY4M7D88idtJDVM4k5ym1klxgV7T5Mb7d41EA/gs6/vpf/+vc73f+6l/9q/zkJz/h3/g3/g3+7t/9u7x//35+z3/2n/1nxBj5S3/pL3G/3/nFX/xF/tv/9r/9P8UPcbrYDlnx5BTsA6M5DSevk79nqFPrDT9Q9e7J22u9zySJa/EXwtkqNITibKUOfR9nW9IMXZ1zRO9pQiKbNjCi0pX8VP0A0nQK8UTn7ETu/GybtCY8JalS9PNre7Ir8hKcqD8NmbSWsrSfK4b6hBjo2u6trZ6Flr5miEE5et3EhILwOJhm2UNa3s+3Z14+fsXBgQuS+1tyZLst5HIod8lR8kFjoSfPqIOaK0F5kPb6MUaiO21VrNC+8tRMsW2tLxOKXJEL59zkWBlCZHw2KyLkwGAmxNJSrbmolcjCrq9n99k4VmdR56eYp1bhg1q+btfM5auScuj7DmOIJUlvtFYoamRcSuYoBwQpMMSzsMIKzcG+RsLzF6zLxv2otHaoibYnLSs4TwiRlBbl0G362TxLXFnTSs6H8tI0dWacQqeoqRjyOYOgnj7M1qBl20a1EKpNVOPHcaig4mDbNi1IPLU1YkxTrTvnr4Nexyx+TKRlqtzkoxbuUd/vSYmwgj8lEbKYxUgIHh/CjCDr4/QltOJp0MB3Wjt4fk6kOHCuMEahlgO62CUd+SCFKLxiFSsZnUL+96C2TKPoAVAKWvPIu7ayrV3svNN2fdDCmclLtjXjtt0mTcEQ53qX9nHrdSKmxiH2Xg8BFyFbG6e4LaUoRbI7qRTyvARK3mm+TVRclGbSJTFjduc9ro8p7LGDIjCFbyEEAm4q5+0AfORDDtkXdNCVU7n9GN/u8SgA/wUZ/91/99+9+btzjl/5lV/hV37lV/43f2bbNn7913+dX//1X///+/WHVicnJ8wogWMSqqXt2c8NATNalsIoxksMmENRM4+lcxjyZKT4SZL2Z4i7LcJ2DVzQYq9ZRNlgtDYLj9mSZZCUm2PtWCG9h9k+s7abFKbCIxTPQVW19q6Ed2kDjy7mtpKK0lR8UicyKAawWQTKfWhLUYvKMTiOTMnSujZkwzkVsnhR/fne2Y+Dlgs0z5o2VYsOEXx4KXBu2/tpB/Fu2yAuFNeJW4IhwoepxDXyuuamSjZxmoXb1bLEihEf/WxbmR3Pvu/cbreZdmCF4fXvxt3y3mtbVZXZDnIVm5rrfbUiZSLKODqd3PIb1NhapnBmD5uqvPeGs9Zabby+vtCVb9law4cgHpOtEpN4u4UN+gY9Ol7TM90/U3qflkKiEK3U2nF+m76VS0on/xFpU+ZyEGJQ9XinFEHDY0pk4wX6wKJpGrWKubHd/6Ctxuu1s2KcIZnb8FZZ79xZsMkzyjRg9wqVl2o8MVPJn4rZK9I7QAyH1S5mKlX7ePOejGJhaFStRa69H8QA0XdShNsaWJdIUINonFqeu0DOx7TXEYuZlda7+CiGRXi97W2qhomBrgh11fzjJSyz4LWDxLIu5CNPtG/AVGED2l4V1DCq0l+Q7TR5qXLt3Zmmo+vU/X7H+6ipMbIGiSFzJ5k/6TgdB6wItWtth11gip1s/TwdBoTjWfogeovzK/jgJR5OLXLGkM7DTGx6jG/9eBSAj/HJhiF7zjlqb7iwaBvTz0LMvs/Iz62KMGI/9qmW9c7RTExgajZteV3FBbYx2Ub3tv3rzo1RNzxbWE2cYhyciTwFsXewNvZVUWhFj3NXoYojhjC5hlIwOUKQyLdaq7TVahWA0Xs8DsLp4+b8QutVCfV98nmaqiFjiKIAtFZOrYwhCSK9F0aX+KwlrcQY+PrjTxkBwDF6Y6hQIpdjIgWlFJYkZrAuerZlo6hZ9cldapM4HoK8j1zOAuKbnEuniQ4ON20pDKG9qUjBxDmWOmJWJDFFVaYasnRoEe/FzNsI/l3Mc6XtaGpvZmvzmhYyc3a9qWmlqPLOUZtYvdgBZU0Llc5RK8M5Whc/xuEkVcaHSImJD7Xw9NlKW7+DC0+4EKhNkipyvuOTqtcV/Wuts65S8I7RGS4Qhih1u86xUjLRinktqk1kNLrMkfv9VbmmTEQQRO3skgpcemfdkra0NZ1Gs2PlGTk95cxz0/tASiJKut2eLi3zplwzUf+aH2Yp8lkXjUSz6EZ7loIPlNomYgyiOk5pkQOhmiW3XqE71nQj+sG6JKKH4CF6T216oFR43VrrIUbyUWh10PzAB0V5S5l0g+22vUGYpZrT9UkLUeeE93e/i32L8VOt2xAY8/Bg89vEa4KCSztXKCjyrNj6E0OkdiksQww8Pz8LR3SIX2SpeaLSVtjZ+w1BWvDrss5Dr7Xpz4JaDrVydU7l87qu0Add4ynXdVHBkQifDj3gDA8+BklOeoxv/XgUgI/xicaYbTjnPUyrEjfbFGZp0J0sbHIale+xyClrmTiYbSnjlE2Ug7cWN1eEYiKNusCZLYLT13FeRBsMpCWj9jEOiU2KMc60CiuGzuJPftR5R/RReYBidyGtJvkeKWwVcdTrcH1Pp1rV+HKBkYbYh4xLS9sUKHi1emGKTpYUqVWwvpAWjtLABfBR1ZRnZvEIQxAIRSe6FgI4ud5ff/yIC0GFJ2akLTy9Wk6Ex4p22xzt2rfaGHG8uQcvry9nMaP3N21JlZiCekQn3nZiBwStZkrlFHvESPSnEbJt6rZZBkU7eusT4dnW7bThYMzW+rKIZ10rYjvigrTlnINWBAmLMVLVhzGXg5wPnt8/EZ8+o7z7PXotdCKEZ2l7uiKoX8mKdAEETXPRNrgTpP3IgxAX4VqqQMl5SS+hmeF1pmpRZeIV7z23220i4KbCNW7bGIJOvXv3jq5tT0uHWNIyizRDXgWxSrMYcz5MwZahltJqLDin4iOEIbEugriZ4vXqE2nCK6EI5HOON+ETmgDMXhfXiUGEHq0UggtEAmtaBfXWon40LykffdDaoNXBGFL0duVHgnBpY4rkXAhBrlHJhft+57PPPmNJJtwSJK660+S5tz7pA/bsWefBeMF2EBO/SVOwy721g5N1NwYSYXmuP9o58FJYDm8WRnFe36sozg6+IQQ+vnyUdJwgqusYIrsq2w2lX5aFIx+Y7b4czMT7r2rEJk5Sk6paTqXlsfU/xqMAfIxPOEwFDObpJmpIG9ayMx7X6GPy/1xXjzBko+tckCVOE9QroX+eiN2JLl7tQEALxaEWCcFrd/UUDTiYbUwTIBjx2l5jogO6mUqkm6BSUY2chwqIhUNm3mmmOg2YctfaeANR5Fknxntpb6ILuxTMYaYS2DeKj1olsNAGeCcIgA+RLjAj3kmREaKkU+T8wv31RV/H47smTrhODAujdsaFa2nFhSGrZqth6QjXohjOFpYV1XbdU0wTgeq9U48625tXFFd+VsQMt9sTw3lSb5RqqllBeZ+en6ilzlxX+x0xxcn9AgguqAWGFOtb2qa5rkMoAFVVlW2IkXJrUnRWjQrzinjWmiBt3EOiVvDdEdxCwNPGQW1lxosF5xjDkEUp1mspeN/n3Ikp4lPUBJODbV3wPvLxq58S0sbt+f1Epq2ALqVM6x37TGbouy4LMcWZOiFzTO7Bfb+rkEEKxtt200Ln5GK2IsWf8NvElzOpyOTl5UUPXHK42Y+dGOKcB1Y4XdH4q1jrRInR1r0YYeOGpG7EQCsHrQZiSMS4iLK7NoKPdCeHmjq9/OSZeLq9wzcRndRWidPv0RGjnzSBtKQpBDk0N9miB+15jzEStjCtiky8YS12ae3bc1Dx3knU3bIATu+VXHPnmabdLp5rUC5ZP3ubbenRHfu+nzQKp/ZOxrktlU4/vQPdiUSKt2nT9UBSXtAOA85UyeLh6PXAWEoVv8fWLgjrY3zbx6MAfIxPNAbeDUYIjN5gCLrigijTDBUTDpFyupRPVPvJgRHd7Zhco/n1y8Zi3DGLiTPk0WvR5JyjDf1Zr5vmbOWorYUq/aTt6HBD1HeGmMApLJntWtzcZG1jASG3i0ebnOrPtrHZP4jSrxRDWlaStsmsICxZPd+qbOxNES3nPMNJZFbrRbiELuCDg2JoilhomM3EcBISv2gR6rxj2W4MVQGW485TfKYHeD1eSD4RUiQ4QTvSEsXeIiZKq5Prta6nPYgJDmyT/2YbPoSgBs5+2pnMNrBa5tjw3tNr5cOHr6m18/TuHbQhAqEQ35h8X5FAKyyN8+Wdn+bGDgf+grZeWqOEgG9yv7oz43MnKKQW4lHb78474hIhbvw0J3AbbYiI537PjOHpFUH3moPhcWNQyk4bUky01nFB7lmtlSVG/HCEIPxLHwJP7z9XNXCeRYChbKb0nCIR5ZzdbtsUOdnnFuNtjwHkTikN14L+SqOQOStq5CUJSuq1hb+um6LgVYtIPzmwDJTmUOb9OE3BxcaotSbFafSEqij9GISgQi08YUA7Cq12np+eSclx2xb2nDEbE0eA7if6Wcohh6Al6brjCSmevqGeNwVcyWUKQUC5kfH0QPRernGpZRZ8fqjIbJzXPOjaZtdS5q7c39f7K+/fv5trk813u7beKzKKGHkH7SAYjSKoMtjenx16LUrum/Pd0H3nRNRiPGc7OIwuHGY/zsNqa+Xk/p2P32N8i8ejAHyMTzK8063GBWly9U700m7s6q11NWy+buhXjh2OSewO8a0HlhVWlpHZ0A1N+TKmnuy94zGbD2YxaUPabxcLkYkeDkXY+iwK4GwJ2QL8RjwyDHER8nrvauw7bCFXOxjlb+XcZJPVHbpWCYb3LugpX1pB3nvNknUS3dQzvQp3KpfKcAUfHTnvsqHSCB4qkrGKh1IP0nKTlm8pDCfiihAk2QAt9IJz1COT0oIPnuP1Lu9rHcQlzcSWnGUDM58zs3gxRK8UaVGZStjusSkphdt4GuTaBrxtGzEsfO+7PyuiitrP2MBe6f3kSvmg96H1+bvMWBe11Ki1godWRQyzqG+j5dbWWuitcuw7zg8V5wzc6GCG3cMxaqXT6H1n3d7z/gd/jPux03rnyDvb8gW1ZlqHMCKOG1BxbjBck/8OGHgxQA5Iu79pIo4ToYPE+Qn/NCi/y9qr9/td7EtCnPPi5eWFpyfh7G3rJpxFfSZMTdq1ADDOpxUwV5FBSouqpuV79mPHez9fU5C+omIRQb16G1PRL/nTpyL1GlGXc9HDnKh5hQ8rxfGWErd145ZWxv41vlT6fsenSAqFe3e0etBGR0rUQCCxhkU4tKOLXU6TNnfZM6U3tts2i3xDKA2td13iCxNyLY/juNA8Kl0R66ZoqJluOyduBrXUebjpfbAsogyXdrDj+ekJs1HKOU9VvKyNcki63Z5UTS856bZWmTn0tG9RznQI8rpVC/ChnozTQH12QITDTFR7GD08dvXoNC6viNHqNKR+jMd4FICP8UnGtHAZkojqGNCVZ4NXZKvMouDkmjELQuDMJ9WvRyX32+icSM61ZWlIlDeUB0cIRoDvk693zf41g2N5MWZ2LWiRqBxGKzoFPZGiwqt3l7z+aU8hH1vUwUGLOO/MN9CzabKCFXoxIZ6AbmBcyDQitYgH2bIsMxtYLGo8LnoRgIwmcWXloLXO4hZiHCJc8OLFCJoRWyolNxiB2+0Zwg2/Jtxw4tGmm1tVfp21nQ39uIpqbFzVp7Yh9YtxsH3P/K+Xrdyyhg2RqrXScaQQ57WyDTqmSNdrt+/7bEUbCtZ7n1xR4wbGpMuatktnQRrDiRA6R0qR1/sLo50HkEGntjLny7ouVNchF+LzOwqOcWSGXyhN8xdCYIQBTrwbHQ7vpGC+bV4tSBqLqcn1WhkntjR5TzFG/PBzvoFm0urcM3TwKjgwhb2hscAUbTAkhUWMjldKybMFKqiuIncV9cUTioEVf075reZbF2KkFLGFkcInEEPgtb6+4cvWVqfQxDkRarQep1BkjAHl4MM//Snp6x/xr/7Lf5zuA//04wdu3/seL691FvmCtovYx5I8ZA0ZuCCIr5pPcb/v094kpUR1da4hV/N4Bjzdnua1M//EqmbxQ9uotYilUGmFJcn1LbmwbtuchyYsMZTVIuNGuNAb3Cn0ELrGeYCUaTpmfrWtkVbQO+9wXYRxYyqq/XyvpUoMoKUQXee3oLAV57yK1aSFfaXMPMa3ezySQB7jk42hxRJODG1L3jmOu3LdzoX2WrwFH6ba0Ts/7ResrWju/MZ7At4UF1clnX0NJXuDFZd+ev8ZsBe8pTGMWfRZHJvzfiJNqPpYkATz9jIe4uldV1udbc0QgqRopEXVlObK39T4+CIKGWgxaLyuwuv9zn7sqi4WDk/vak+ixd3T7ZkYVxGgqJgghkTvJ+9yaJyaZMSe9jz3+0EplWPPEykJmqZgfnzbtpGLpH3Y/fkm98+Mcq9+fKOPqaqcG5V+3pmIMISfJAkO573O+dDrKK30GE/ECidpLVI4Kddt9Hl/rEgtmg5ixeL1sGHEfZszyTKHo9yf0RseSBrrlmKQ6x49I8C9HOADuQ5wC617+pBWZu+NQaGPSi2Fpi1zu17ruhJTnMWVpeH0cXoh2vNgKSApJZ7fPUv0WgjcttsbcZJ2d7UA3Ljf75hXY4zS+n96eppKYuH1fXwjmpGDUJ+q75IlI/c4DvoQIZBxAlsVT0NDyMfo3Pf7RGuDJoxYES4G1G0WcYL4HiLEyAf1w49xH37M6//6W3yGYxwHDseyroIeKl1DOGxZ1hfj+gUpPi0xZ11XbX0Lt673S9a0Y8bWjTHYj316bk5O8Th9Aq82Mja3e5NrZEkskrKiLVhLOlKvxdvtNq+JPReGjpqhuXGgzctxXVexbdlugh5e7HMsFWfoZ2q1TUQ4qMrfvn/ST7QzYXnRmjUkhfOFI/0Y3+7xQAAf49MM5xnqbI+mCRzHPrkvy7KeBYS2WGyBNlTQUiHMtd+4NrP1Gs427BQgXP63/dc7ifjqVmQ5B5fv6blw1Kond3cqi1FhibaCDWHqfQiP0V2Za0xkSXJBz4i22jpD0QrjFUq7T9WfuNPguffZZrPPsqQErLzWgzE0bSQEeqliRDuiqGxDwI0z+1gsZMzHL9K7FFm1ZS2WgyhrkUK8Kwcp+Kh15njD69u2jW5bRz9j1q5Zplcxh4kcwjhjzpa0gIN8ZNZtnUksX3/9Na93sbwIMUDT2L0u/odpkRbx0N9piKAUkKditRTNWI1d34ebrbgQwjQDNqGPtNykHVlKJsWkrWBBa/OxU3NhCZHnpycR1JSD0Q/olWOXe1JqE4NnAs4JYT94QaL88CQXtbiXOWA52N4vOKQVKsKiTmucPMV0yVZWGyJR1lZFY5McZpA2cu1Kr1DUyoQFMab57FhbuCoH17huVjA7B0N5fxMdH4Nj3zlw8xBhPoKT/qAFTFdKhdnX2L0PIbCklcJ9xpClFBg0QdLqgafw/t0zP1J1OOpXKJ/JM0abSJ144IGo4hveido1Om3vLqJ6tva43feRxnk4i5FleatgXpZlFpvGybMDaQzxwvllGqGbR6IcauUAYfzmMVSARZjvATjbvuOMspuvZQdfLSpjkpawFJuO0cZ8LkOQDGLzBLSuibWrvfcM7xlaaEalW9Qh/FDfJYXlMR7jgQA+xicZw7xFVck6RqO3glOrFbMDcU6yfr2eoGurM8wc1BuO0+j0avQ8C71Z7JyKU2sFmjdXa33msUqRoKrbLtYR0hISdFB+pyaQKHfKOSfm0cpXC9pGEnRDiotlXWf7xzZYnNPWb1DEz9rXY/4uH8T02Iq+ECWey8jcbYpiPDEkjiNPvqEUzQ0xl1W+5BAkKcQkfwfdtNPcPCXFpFPKDk54mYKaCi/P3k8psvkK1UoSFwxZkPs8ZuFrG9JVNGP3wNSJVxL91az3drtNmxTZMCPLkqaFiKDG0mbMR55zwTwJDVlMKbGu60TRDEmbhwfcLFCCD4qGiFl3LQXn5Z7Ie9uJ3pOSB6RQHK3ge+XmPZt3jLLjh9ADjuOg1w59ELzEvSUXIGe2tJ7XqL+lLTDGm/ajoZTrKv5v4okZpoDABDe9t4lgmwDK+Jlmum0Fmil9jdMnRXHUAtJPbty1YLYDiGUHr6vkC6/LSkoLy7Iqty1MNCvnTC55Io/2OQ1FtPsFpxgn+MD2/I74/Bm7dxxx8E9+8kP8eqNWOfAYZ3Z+/3bD4SclREQPFXGcqnpokvnw+vpKSmKibSbm1k0YatVikY5XoZeg9Ylt3Sb6bwWxKeNt3jnQWLZxFuvKcTYEfKJsly6C954lLbNQs+KvVVGtr9tK620+Jzbn7XtlJVEPSKXOrNs67+dEhfuQ9a81tXIyS6m3h9jH+HaPRwH4GJ9kyKYtbvhWLHz22Ttppzkzq21zQ8slq1femYFrPB3btKu287BFWk+7tgE6f3oLTmRiWIKHLJROESdR9woC14d4tvQxxBB4CFnfhBnN0KhhJ3R5H7VIkXdoNq55x9nmAcxYrN7bKQ5hYD5xgtz0S0t2zE1kJinU06T6VDCqWKZZvJ0nxYUYTJ042O+7ImonAmRcxT5ss6+UltXAuOGDtPZMHe19IOeibWdBDL6pipYNRr4WQ3zDpby2FQ1RmcpfJ/fM/OhWDaSPIVJynoa6koVqaQhuqiXtel0RLBAbGpuDhkJd1dpWhA4EQVtSEmGFetNVTcPwwbOsC0NFHqXstFpp+87aMmsrbCGK2fJojN6ILuKd08NOoJadVgqt1Dn/bMt12uafFiwX9TQwjcNTSrZXz7aw+fTNeaEFrvDrTi6lfXZDD+3eCZqU1XDbCp44r6sVHIbE99Z4eXmd1z/nAxS17P1MHxGTZyl67LlZFkF913Xlfr/LXPfufG0a+MD6+Xd4CYn/+cf/HPf+M1ie8GG58GsvmeBd2q8DuG23ee/BMr3VwLvkqVb3XqIE7feYpdLV/8+uvc198xw1dE2un8yrFK3IjKRlUcPxPpG/3vvM6r0if+c6IpY4VlheRXADMTk3pPO23UhpmYdOKwQZci+Mgyjr4+mFen0e7HGVL3ddk7pGAz6af4/xaAE/xicaSrUhINyk2gPerfSaZbEKkeDCRMGMjG1+bSUXQjx9/VwfJF2cHY5RuxCZeyPrKRyYRUEMERc8WX3BpL12eghOTh9o+082Sxe95v6aAGSAd7RaST7qAi0cOee1pYR+H6YKDm/aOl3RHVng1SpiiLXDsASL1hWN6JrlK8OHQNrUm+/4SKkHcQTGCITF0SukeKM7JK+WSnDQWyFtK/uRcXHQe5m2Fa03lriR3EZKT3gkycGNgR9DW9vukiIh+bEhBPxw+AGjNjHwTtZaVC9DB8F5WpY24RqTCH40Q7a0Kh52AyksNafXCiHvvKgcl6Qt3EgHutPr6CW14diPifxds11tE53okipajRd4tSiptc5khdGU8I8YI5dyiFpdEejGQVgcYSTGqyf+8J+wfflDXr78V/HxCfoBYaW1g8rXuODofYH4CqMT/A3U21IUnSLmkU/Hm2LO5rF9vlzy5DReTbCNQ+u9pzkpAkXUIVm9IMjq6+urou5iO2TIlvncDYaIfzCBj8fsiUrJiBl7mn6Llqvc1DrJzL8lwaXy7t07moq8TIFrxWj0jp1KWD1e7V/2UiXydnti/SP/Cj1Fcqk0Il+/3MmlSVu8DUZ1ED33fBC3hZAipUFHf5/3RJ/U7DvQe+HDh694ur0jpVXUvHpPvdFHvDvVwfMZFvqKHWTskHKKRM6DkCX/xBhJ8bSmyrVQjwbhRDuP/VTAy+87oxbFe7GdxduAquuScRS/ib5752fGtRXvRz5EOYxwnC0v+CySB25UvB80DzFFSRB6jG/9eCCAj/EJx5i9YBcivTMRF+8lv9TaJEaEtsXKSONT8WunWv3fRvCWtuBpCTM5LwhPTviFggQOpJ1qea3WBu7K0bHTPk4WxSXJJu29l7gylMNl3mm6iIsiMLxZ0K0tba1e74VnIxssc6P13oQmbpL9vZdWqNMUioHmmTrHtt542t4RfaQ2aeOKZET+z2MomSAgHWht4J1Go4VECMKNckM2Ga/tbPns+nO9YYphy6yd6mdVezKUmK/Cl5KLepsxC7JjPyY3bLttEtFVzkINTrGI3Te7xnbfnM4VkNf7+uuvaf20E7E2HEOQGkmVEWTZNvPjEONf8dBjcg9VtztRy3aJqHPeU3Kd7wsHx75T7q+8D4ElV1xtRBdYnCcNQ1eqCm8CeI9PCz4kER0giMyu7w0ngp6UkrakJfFCdPNjzoveBQH3zs+DxVXlG4M8L6UUdjV8luK3Tt5fjIaAnXSJEMMbpX1rTYQhvXPs+5lIMZitzNrqmVqj89wHQYrHGOQja+7sNp/NpKpZaQGfiGdvgzE8L/c73QVaXGDZaD5w1ErrMgdabxr3J61gKUbl3mzrO71eqMhkUGoj50JrnffvP5e1wFlqyskVNnRw+kJyGsxflbmGrhkKPQ+m7vTiu9/v87oMOO2I9B75IOvalSdrSuiunYwQpH1vwpxv8mpNNT3zhmHSLKZtzOV5Ma9EaWGfa1FQA+vWGrkUznzzx/g2j0cB+BiffqiFxmkRcm64dnK1kHnjPV2Vd9Yy87o52oIrXlZutoutVWYL5hukT9swxuUxPiDuPJ3bpmgbwrXNKJuX/JGN4SSHW4vIOD3mixd00xkq3KgavH4WWABS4FgrxqweBA0TxGja2QxPDKu0r0cnRMeg0kch4lhD1FZTw8eAS1EyPoen1k5rjhjFDBpOy5Scs7y2cq023RTFJkLEEHavehd1bqki7BE1s2wsZh2Ss3L0NNWlqpVFyfncNBU16b1Lq4sx246jD479mJuvKSRtQzb0yuFmG671pjxF+b51W6fCPMb4xrQ6hLNVJlywPtE1462pCQ8hJEpp7IeopG/bhqfz8nGn96ZJE50lwpefv+O2rqSwkEJCTIoGxQ2ak3lV8omoiQBF+KnHcVyQIFhSmtfIbEJ88Op16N9wHBlSyMWkVjgqJhIV8BmdZ4bCt+1GH30Wxa037vs+C4gn9bAbnGp9a0VODpo+R07b8bUWbts284aP49ACRoUnSXKJpfBe9OC06j0YdCD3Tlg2uvcMJznCWflqRhfAiRdkDH4W7/vxUdrR+lw65zXn2cOI9OZY0kY+CqZqNxsds9KxeWLX0Kxl7LXtWlsSiymFY4jTEsbmqszXPgtvuNAldD0EVJ0s/pW1lNPmhouS3TtNDulzfXN2MOsXpDueIhZ7PSmI+/ksOfFKHKMpIiuCFTsoPMZjPArAx/hkwxZNM02WaKILqgdz4bWINyvsYoizmJsqSDU1NRuToS2OeWLXzX/61rlTTTmRJUURvRZo15+z33Vtw9lCL7+DiThawkgfwtErymFsWkhNAr3alxj5PUX5o8Do/FxWaIl9CLgQGF7sLdaU8DhikNeNUXlF+rhKpNl5rZyXNrb14Y3TaAiRGQ6bzQuXnxVbjj43BikS67x2UUUWwCwgi6qWxVrD0iVOHt5QbqW0A8VTL8bAuiwTcbkS21tvrJu8xmxfXRBA+5NLnj5pcNrHWKyf9xcvNz0U3Pe7vF6UNmhKabZXp4+bztfWGkfOlN5xXgqD6B0pOHyA0gevdecYjR4GpeeJaKOFOw66d8QlTWR727bLvGTm1w4EwTaro5gi+75PHqwVzk0VunY95MAyuN2e8N5ze7rhvdjEmKmwFCMiUnq9v85DjnBGI8/PTzq34vSQG0MLOW0dNzUSrheU1Oaf8N8EpV6WZba0lyVpQW05O+LD6ZxE0sUkBVIdg47jKI0QV3xYaH2IiGyIWbm0ZBX19pBC5Ha7MVqXXGLluOrtpxTh2DkXaE3mg/He5hpxmaNiF3TMw58UvO7C49V2fVo4joNSy7RG6u1EFG28Qe607W7roVm9GOrr/Nn+9c7Pog+YBbg9C6ZStqQfQ3WvXpiyNkHtjbSu0m2QC0g+Dl0DtN2BI6aHCvgxHhzAx/hEw+gmYwxwp6LXh4jzY55YGefGZ6a/5m9lHlyTGK8FS7+2blUkcLZnTiUfnOkTE62TN4WfjdMxI8oIki8Kmtrhz9aY5/TesvZMjJE1rHoql02nt0sO8egIucnNti9IUgC9k2LEeSvEOi4MSnXU0Si5MhShGhpTxhg4J4Wq956iaAd48B43Ag5PbRn6GVcnLWyLaDPz17M47L1zf72zLOY/JzdGvNPiJKiLZ1kTU0dtt1p7ujVRld5uYrmxrBs5Z0rOmjBRlFcp+cqWyiCq2Da9y67FXIxqneLd5PpdN2sjwQMTLRtOW5A3KahDPO2DroeJ4DWazuLitOhq3+CThpDwYQHlq9ZjZ/GOOCB6j/fL/5e9fwm1btvuwtFfa733MeZc6/v23ueVcxINSS4ErqJcgxEhKSj4qogFwRRUUrEgCEp8IEQrauGIgpqCEIiIiiLWAlYEtSKIhUhqRq5eUMzj70lycvbZ+/vWmmP0R2u30FrrY6zv5H/vP/d+Fo57dtjsvddjrjnH6KP31n/t90DvimXJWB4u2KvHDRKw5AvGeAPNim3fY+qhtY718ug5sYzRZXLkYoPvraOOOjmMkQEbkWbR3iYjXaJut6msjmt2224AgMeHRyiMN3i5XCcyau2/6tfaUL3gugEHL1FVJ5IVdipTdUtsvLZ8FPCHECrPogWAv7+jCwCFzwN77szTz1BX0h3SFdICyep+aFuwrAVKY6r3l7JCmmAtxkvsoyIlAgXNggJhdwEVjLd3uVy9WDpQ7MjNBUw5P1u9znustUJUHO12Dz2SOafCPJ6ZMSbqClC03FMy6ob/TMrpZHNj8zy8/OJvGjc6Ms2HWwylmTAUhWJOGUhAH86LxQCIzeaICKJuBt0JUI8k9DVt9ONQfh+f3XEvAO/jvYypaPXBnNCHufRHK07CUoSP/ErA2nkUuZWnVuH0yxMBudWJLX6HLUygadNHzQu4WchFgejefgfnypWrTN665Fk4hipPh86CleBt5FMSiRVUL9s9w6064uuRimAK5SCkW2tmvt/gIuJAIUc3y4rWNwyxdjmpcYxECV0GcmGM3cLnEzEuZUGvO8AKwPzymAGVjvV6sevpIoxUQl142JBMRaQjt4nZOYVmnSOq6F6cKDwLtlmh15uJb5bHR/RhfnchcgFjphRwydMPDd5OPFtmqOgUH4TdzPleA5jFeKsNa1kPY11VK8AVU4Ec825ZFmTN877VzbwAhQgCExj1lJHSwBiEVBbIsyku66ef4PUOpF0hzzvAV4AV2jpudUMTE5dABhLZXIn3OsYAeEwLHF4Lcl7mHAx1OYDpmXi73WZudsyR8G2LAi3mdSTb5JSxLusx55IVQ80tWoJzCYSXXZ+0hPC7A6xAa92SVVI+2qPBu0wlYYUfgsgyofdtx8PjAxAFkBg5clqr5MXFN6Ze55Qw2oAqmYBjb9i3HaTOi4XREYYIZoijKkA2n1rbQd0Qw8NIvqOUBftecX14xBgVy5K9qLPnb98MRZMhWC+rU0r4oGSEObPzkZ+ennC5XJFzmoeKOJSEgnjAOwD+fK/r6gXWYbQd/ODhRtLT+cCFJaJRgJollog4xWVx2gWhaQOGPR+cGBBgd+FPqLg5lemnOXRg9Ia2b0jM6M04voaQWlv+Pu7jXgDex3sZCrUsWwBB0La2AwM6ZmHFiV9wWQBMrs3ZiJa8rXgskOoFg8yT+lkVGSrKqQjVo5CE6jR0jTYtOYY3Ar0btkAyLC83UJXgjlkWp86TvMbvMKw4DW6O+wKqyrRwGGMYQtc7MqVp1mxcwYGuw4tTu5YWKacAojCtEK0OVBBkdOQlY69PYbvov6umjExmuCsScXBWmAbfKecCIivonPI/r6+6VQ4zYwBW2JCZ9CZiVK3YnUfVqsWElWJJEcZrAx4eHvzz2N8IS5JSiiuuFaSYopzMycQvopbh66hSFEDvorrRIss5Y3jhOWOw1AQEKVsL3mxzBNttmxYmBJqolb2m+OFC0caA+HzltKC3G54/foMvCZC14MO04q10DB1YlHBZCratTNRVHFHuo0JVsC4FSvb+12Wd11ommmucP1M0Gz8xKA9D7DrUvU7BABRYlhUixqPd647rw4MXyzqpEAp1X0V7VoaM2ZIEDsR+8l6bzoPA9Xp15NKyn2+3DRcvmM7K4uRF58hmV5RzxsPDgxW0BNTdkOLupskKRhdA2sC6GposaHjenReqMBGWH6BKykgEPF4KXj9ewMkpEusVSAXPtZq6msy0OpcChaI3szkyPqT5Aq7LCko0baSmCOQknmA2GyBR878sy2q50d4Ohytso1sxucbOAWbliazlnCfHOP5e/J2zCbT9N0H8teJg3FtHrftEeeNZYBdghVdqtMFVzYMyJ0ITMQNzUizrxX++Y2jDqH2uFfdxH/cC8D7ey1DAiyG3X1Hnm/hOE4hGLJCJXbErhy1CtFjOSuDYzAJhVDoimoxUL5M0D0SL0zbZsJuJQmOqiuEbn/2CL672Byl6u8DcdMPzLpC9vTX3HrNWkuVtRuvYxSih9PMXKx7mbmiWt8NpWIvsFAofxepIGSIEVUsQMc8+hnQCs0DGDSUD4e9algVDO4Z2XMoF43mDaV68NQRFq5uLOqq1MxOjScdSVoQiVoHZQiNV7GPMdmXK2dDGbHFlEdvml9E2YBHsdUd2H7cQJYQpcHg0hhHvkXNMUP9e8Oqm6a4jgGchhHlFDr9/QG91RnIRFFUGkjK0Cda0QlkwSCxrt8ssiqzNyti35nNA4OwDjAEsy4MVJAUYTKB+A10InTukN6BvSFjQ2zOEb35dBkR3tNEwtOLh+og2BEOBspSJ4ol0hMAolMdxrWMuj2HFbBTBIgLqluCx75urpwWZE7ILkN48v8XqLcsQW0WRGdcxFNKhZl+WgtvtdpiTpzTVyKXkiV4B1laUIWZF4ykhgXD33ifVIEQsEIGO4bYsjJwuYAJqa0hFMaBoCjTnsHWw8WjRUBKQ0JBQsS4JS87mEZRM3T802ffWC4gYl8tq75GOGLfr9fpirQFMSRuHjMnDk+piJz3WC+cmIxO27Tb5eIbSlUPAxQztw3m9MpFE4GgDmwpaJsUhisFA+QQyfybEbOcORyCJopbeM5zvmThhrw2jNyyZkLhj32/YniqICogytr0Bvv6M3udzdx+f7XGfBffx3saRkRt8qoSUV2snnojvE6XwRTZOy7HhTfGGn7KnqAT0whIjNs3YUAErLFM6zF6B2Ejl8LkDXgTE2z9W+cnk7vC0yzj+luf8eiZtqCNDkWwctuNvarS8AqF0cn4gdlZYRsvZBp0QnChYiaw1FirdQEqGDCu0Tq3rkguen5/AnnARKFOgmdaSS7hcV6RkSK2JOoYhghRZzN5KEsG6XgDQi8ips4pa3KS31TbVwNGuHx7BZvc5zeufEruxr6GlppiWaf9hqSTNCg8n6YeJeIgMOJ2j9uyzVFc5k0cRgq0dZsR+ObX5jWeZc3YyPgFivojJP2PtA4MZfSnYBRiyY2czGue9AWVBLiuYsre8AeYMQp6FV7RFAw0+UJwDDQp1KABcLpd5wFnKMr9eq4mOlmKq5YeHKz784EMwEXqza7XvO/Z9mzxCVZ15xDE/9n1H3esU39S6Y9tuM0Lusl6miCZSKqKtbM/MkQISqTHbtpkIxwUck5/pvwdYwgWRiWJMyU1+vRaoMtQzlTkRgAFOCmb7J2dLZlE1pDDsaR4eL4AXTTZnx3x2TQxT7MDCR+JMPANENGMERzduZCjG2VvuU+ADe14fHh6noTQU2PdtFswAZs5vcnX+GMPNtw+DbmLrVJxV6mZdJf6MW8EfNkzTBsYPXmEjEzzNWEtXRy7bMDscEOODjz7Cq9ev3W4qHZ/PLWHu4z7uCOB9vJdhhZKZCxMCyeuQsdtmq2kWUyDbLKjQ3OCDDzMXveDoAYfKM7wAT5y7c4TV/J4eMXKzZSOYCIvxYEJVTGj+M1FcnW1n4JY2wXnqo0MHzHaF6AX6EQWb6hFjFcWJkcPdgsZP9WYgbTFoIg2Gr7i/n28AgSH2Ye8bXrzoECzLin232KuUM5a14PbJ82ypt9amH5sVb0DrFV1uABWs64JMhtjKcNsX5/sBxtUksfuYs/kQjtYhu5q62QvM1qqnj5ifXUrkfn4mgGkuVLDWNhDG2iVntMiAdfVlmIFLPzKHxximqPbIttkObh3k17rVPtXXyBm37QlMFv1m7UdriUGM2zmkzY3bUBlGSQkNniUNgEqGZMLDF78EfP3nka4JtRSAMj5YX+M2Kra2+31kiB60h4hLszlv0Wic02zxGYexAnQoSafBtjp67dy+swghrlcUdMuyQNTuh7TgB8I9MTENmwNl771jWRbsdZ9iE/jrBSpVlsXuP4UYZwHUFNjMxhesrU7RyKQ5nDidyfOmSy7YdENrHdWtbyzbmtCbgFgxunkDKgSWacwYTZEApAT0XpHyipR4ijp671AGmBKQ4DnFpta9XC72Xr1IjeIbOPJ4o7Xa3RD8QON0irmiRRzPb86mph+j4/pwnWjdmbdHzK7azn4NTemP8ZLvauIRApMdkNZltVaypkk1ibWFlNC6JZHEIfOgRcjxnq5X7PsGJUamjFq7XWNiROpLFMEx9+/jsz3uCOB9vL+h1voNFC24JqFmjAKsN//nZDp8tmfpnlMbLY9ATGLBnZFxdHgNnkUgkfpg7yEMXI+ot3nydkWciqDudf5OoBxWwHosm2d1ngvNII4HUmWRccFV83JuWttgoiThbQi3RznzguyK6YviMhCZWPDVhSmHqazg9vwMGYcnWp4Fmtuu5ORCE5mtqVp3b+Ha+zOUAICT1KNQFVcYsxc28PdiytThr1VR6463b9/g+fkZz0/PGEOwbdtxvQLdcKRD1aPk1AQQfEJd5wbtAokD+TH/QPJry8nU3YE6WjQX4VoysqO6Qwbg+cvRDl3Xy7TCIAJ6a9i7qZiH+74t6wXKhFoKtkvC83pFS1cktsSMXApa6+g+R5gKVBmczHx6eMRc4jR5YsDLBJPwf7O5a5//iG3rM11jIuMnND2KLkOznEM4QoV7iK0CMctepIdFTPBm1yWi09hfqx7zTdSQrmFCl+AUxv05e2eGujVansZR9GzpWQwn584R+hCMrmgVaHUgsq6HVCg6lqUgZZvDt+dn9C64rFe0VrHvNzADre/Yt6d5bSOazj7jMg+Icb2yH5ZUFZfLxbsUabavg1MXxW/Mx3KyTSHieQ8D0YtrENnKYYsUnYJ4b4EilsUsZ5Z1mfzVVpt3MJKjuftRWJKpvLubZVuEJRzNtIPWVv0+lRWaMjibsX0X821UXyMt9vGO/dzHHQG8j/c1gvPnzUzxds2DB8rXGi0Wb2/gOImSK3EHHTYmgdCpBGrnxaF2oB5oIHAQrKNQCo7T5Pv0juTKDvJMYgJm4kTmPO1KDAnxQipnS8Agmqd2VQWXNBMAiAmMIGgb/2yvu/OrwmIF/j4Pv0Fmho5xiCLoUBZHSyjQFeMoGZKkZr2GUla0sVsBjQNZtY0/zeK41h1Ew4yG1bg/dl1M+WoRYoyclomETiW0FwHxOyUXLz70+Lxk9z2xmXq33r0N5m2tnEEw5amphZttwONAnFQVe7U0iWmJ4a1/ZMwNuPeOdV1mC1IlIfnfN6TG0D7IANoGAWF5KHh8/crQMrfR2LZ9tl1tQ3Whgg5QMYXl6B29NpREWB6+iG+++TWsr7+Esn6EuldQyqjbBoLzO2UA2KfohtmKzN4teYG4zPYe/H3GPd9uN6zuFajkZtcnisR221zZm6Zp83zsJMQ7YtwuLxZFzf/tsl5wuVzwzW9+01DUpUzrkSgq4gAVfndR3BHZPXz3OdvrPudsqw1YLJEjn3iKYbezlOKWQDopwcYHZeRO2GSgNYEqY4wGFVfOcsIQs0FKXLAuF1wuVyiscHt63m1u84rr9YI+gjd6cPv2fTd+Y1mm5168l0At4wA51wxRKATsljPxDITYI8bMmoZRDOKex2HVEEnj/QYKC2AikjLsesPnT6jebY5YUd48OzkOnoESRrE5uomGjuxfQVkWJGbcnm5ovaP482TNA/dNZcZhTH8fn+VxLwDv472MsH31dd6/qBi1WssiOIASeQPBtTvsYGYLxtGRKJQCfaJk/19rnf5bsRhOtAwH/zDEAkwMOn1Pm7xA3Hq8fkQ+qfH9VBTCljiQ2PhN0Y6OBTh+J9pGmXi2aiJzNTZT4+NFcfXO9Yt2tyMOsyUtjuSkjNarpStwMv4VG0pa6zavZ/jGWfGYvW1mG80Y3dtHxgES5z4yZ6hYEaFESC7mWJbFiPZ+fVTMw21xqwuiw5iYmLDvdSZUzMJdBMqW0eo3wJHFQGqtTa1+SIh2Xdz3uGfn9tVURDpKsywLVOgorFWMw0kJdd+x95tZmjh6GipgmS12Qevd1Nhubhzt+5wWYFmQPvfd6B+8RpIrqA40YiwE6LD4PWaG0fQzEmezK+kNhOLcLWv1Ty6rb8zWpndkDYTexywkWm3O71rxWB4PtM2LPvLCN+UM4YFyuVhxVQpatwzm1jputxuu1yuYGM+3Z9CVJuctrmeIYiIPmNmR5JJnyxTAfK/2OzxFEMULnJgrwwuM0S0dBMGr3M2myCgeDNJ47uvxHAG4Xh5RCIDsxlN1k+feGhTAw+MjBqwlm5jAXMAnF4BQSgd6H0Ka6CxMPmxZpiXTuq54fn6eqHoINkLxbMhoOBqQW7IcBt1BN4mEGfi8CGQxnvNA/+PwG+bmD48PL4tSdx4IHiUoWvoLVI/Wft9vIDrQQFEgL5YANKRPmxlDmv194N4Cvo97AXgf72mQKhIESgDBhAk5pcOHy01krX9pditEbD8fG5G3wICj1RpjFl6nTNNQ701jYd/IIprs8JZz4r0XHyGyAJzvlRJGKPE0PMUsQzTeV+91ZgJLKJplQLqTsbPxpqyQC3TTfeu6JSSYqXW0mAAQmdegEACexshjeHuTHenUAhmmFlS4QIONz9b77ryjBsDtYxQoKWEXsw+pvULBGLIjg5FFoTxQuxvtkvETo1CcNjeuPDxzMvd9R3E0L6Xi987QJxEFCU1OlRUNOpHC2PhmKzN5IkLvYE14WC/z/ikRyH4cNATJEdpASOLe9TFArQFkySkQgCih0+FVSDS8xSfOz3Ols7f8RQQP1yv22lF3FzNQgRJBqIEyQZcVlQpSFuOq8RW1KpQYvXUQD1A2ThvU0N7ROx4eFkAFoh0JgEqGiGJdLU9627ZjvjODXIHbe8erV69ATNhuG57bs/EAxebbVAyDppl1l4EBky+zo6ZMPMUOmnQWFSIyW6DTvogAHQPZP1MPpTaZwEb5SHEJVa2IQPrA4ip3aQPLkjCI0BXYaofYVLW5RBlIDJUBHYomhC4dYMbCV1AvADe0fUcqCUIWbfhqfUBWAqkV3CSExBnQhFvdoV3A1HC5XmbBFYklrbU5J89cyOkQgCO60ZBqnQfOMNQOUU0cNI/0FKN6BI3D5q9Zx0SBPvoAMmYbOda17vZQ4dP49u3bk1CMXvKiPRnFnrc2C0uLPbxaUQ42r0AVJBeKQexZ02hpDxdM3eu/+8C9ALyP9zVOxZr9r6MsUNQmIPOIsYJtiFkZpPyiNRFqSRo0RRWxUAd5W+mAzkTEXPI9dilQw7PPFrOlZpi9ybcmh/RxtG8m2ka2CEdLk5mRkSZSCPfeM3FIoFFH4P2Me/I2dkaoam2zCK4QE2EgNn5rT0dLNdq0zISyLJDbgOoAkVqR4UWs6EDSNDk+0QY0YnrHwiuEzPuwjYYhgEAxtCNfPkDJCxJ142L1Zqax3T5baxFBdlY0p+Nv9IZQOds9l2nvEsgSyFSil8vlaOurmn0NLKElItyCK5mYp/djZEp3R1uTC0OWYgV18fQH81OMDVKQvJglAJoYrOz3BXi+3QxNVTO2Hm4nQ564MKophuMa91GhpEYHACA6MIZiXR4BejKCvTQQgPBks3mY0fYGaIbSANEKxYFi995nu5dgqFwkpOSc8fT0ZFyxxChLsZYm8TTCDiQ0np+8rlh9fkfm7bQsKc79Wy115KyIjWfFsEl/bk50jX3fMWRA2fKfY45HcQ/Ac5/t3gUnkuD/7/dTxgADUCKzr3HfRUqEnAqkN5RldbqIIJFxCbsSWICFTYEPVSv8xXz+rH1t9i/B4434PVVPsDnFNcY1E7FoPEsi4nkdAUt1fvcAFNziGSXoh8/hiHasNyaiMhukKMQD1Tsn35R8oKtmvH0ktsxEFQ3O8uHZGJzpeK1IEBm1nRI+XIV/Eg0F+gwA6+XyG1re7+N/z3EvAO/j/YwTl0194exDIBgwtxMj6Cdy41NRiDYDv3C0QA+PtJdB6dFeCX5SLKixkZ3bv+++XpDs5/vTQ1gSmygA4/XpgYDFRmgbzoFevci+ZZqCBICROHKEdS629ncItikccXP+yaf4xVCqEJOYTYe1nCz1ozUBZ0LOBMoFt1tFyaurXzMA89XLORuiKV4gQLx1RlBmgDNydtGEmndhKcVVncd1ShmHsCTlWdjYdT7a2YB5nvXWwWxtLR0hynGVbjcUJvhquZTDfNuRjlBcx+YmIhAFlnUxFJDNR7DkjFqb23RYO2sW9n5/I892WVabO66MJiIXnBhyZq1a83/rfaCPARV4QR+K7oJam/PjDPVsrUNlm3MMpICIIbE+f1utuKyvvPVZ0QfhcnmFWjtePT6itQaBIcqRxBHoHhFNz8Cc80QK8/ISgQr0SERwu91msROIninFN2zbhuK+dTGPQ0xzjnUrnND6cDTYnqF1XQAitCh2vPULBUrJFnvGIYwKBaxdO2ZyM2Xx54Swtx2lrOjDD37NDivwQx8rwDAupIwKFkFuA7Jt+NLnPoc1Z2weJWet6uI0C36B+BmK5vxEPzjMwwpOnFufM1FcKXSieXNN0YPjF4Vz8CNntrMeZto2d49M7HidKCD9yQeA2bGI12BmPDwc7eDeOxhpooBQgNSevzg4RZqRsj2PtTZTgnvSibW95cQfPCIQ7+OzO+4q4Pt4L+Nc1ATSQ2TWHiVOzM4Vsw3+EHFEu/Dsi5WSJTlEcRcL+LR1wfG7ONm+vOv/d/Dh0lzUz+81COBW2B1qYhljFgzs3oKBIJlY4fADA0xoInIkXiQOv0KaBaWZ7qZZWACGaIVvYYg9yFvB7GbZhjB1KzIgIDL/wFKsKBuOkIkYIiOIQvcwrF3Kgi59inMCYTirqYOTZNcoPBWzb3p9/ndcx7NYZPQx7Wjm/csJORdwSm4bk/1eZd9QD0GEcbWME8cpzUJU1FI82H0Dzwrz82Y+xqHiTOlse3KoVtf1Yvfai/azAMDuf9w3MjUxuWJZhmUrq5HpQeTRX3ryikxTAzVCxU7mNSfqUXTZEk8u6zozeCPFxJTJZskS6ueYS/HvUOWGFUugc8kFC9nvDycrYpq3ImUIXr9+PT39ggOZU0atFdu2Tc+61rubRreJyJpA4WRcjOMQo6Jm6Oz0iPh3tJ6HczVVBbXv6MMMicdobi9jXLqczOuPEkMHMLpgtAHpDc/f/DoWVch2w1qydRKYTXjm8XFnkVYpBX2MKaI4F3CzAHJ6xr4fgpY4eByHSDj3r81YwkBPY5y5fYeVlM9RPa2HchyQD+9AeuFJCMX8W7fbzd6bHH6gvTeLFGx1PtuzcLSK11BEX08nJ1aMg21zaCBEZvdxH3cE8D7e25gLJw4hiC2Ixruylm2cuB1NI2sTRuQaGC/awbGgBvIWRWBsllE8UKPZZjzbbYSqONo/58U7Cpd4s7FgAmbZIBTqYyuuzIJFwSneT5DdD8QFipmQUZykbebFDDkRr+PvyLACLjbmKJInUkh2imfKlt8ZfEYmrOtliglUYKkinOyp7g1wFAXSMXoUjQmpE0QH9v0GiELQkPMF2VtdooLk7egwpRWxTba2isQmLMnFCmAryulUgIVyWkE05n/HNQ7BgKqJZEo+BAS9e0ILAdf1am3P5FGBnKDJCPhhxVFKsY0fJqxpe3WTXZooFzPj1of//PG3hhgyGvwuOGIjonMzXiV7K1hADNy2ZwyJVn+0qo13Bc83BsLeRgEK3mRGbw2iO/iUZX273eZ8CGTI+IDHewdMCFJKMd5pbP4wsUEod0MYNSkI7q1olj4Hn2+MYRw6Fx5MzplTESK1R9W4caUs0FpfIGiBTAVyHM9Vdb7h4q1rkQH1A8u+b3aQWBPMhttFWt4eBinePr0Bc8JSEiLujkWxQNG2ZyT/WdXk1wHe5l0mTWQpC5i7r0L+/LsHJQXlwquzOKh196rs5NGJbh7eXBwyDxTNCuRA52qt05B5tpjdqkqTzmSUXPILUZMdTr07gsOQfBbQbPZGKjINoKP7sSyrWzjRkbPdmqHtnAzxH2Nyn+19G50kl4I0OpZybwHfxx0BvI/3NM6FFVlfxdCV5YhLCpUfuV2J6MkKxtsxwcOLk/LxB44C7ZyoUEoxMntO2J1XNZV2wOTuxHs825sAeGH0Gly++D1CZA8ffmvnKDPxVhu7WjKsXwJtPHuvxe8dfMf+wmcsWqkTCXSVpQqDkDC6TkRq8pSc4xRJHIkTNDiEJ6STiPx9qolZSHFZCx7WgjUzivvvReE9+nD7kop923C73eb1XtcVOReMYca+Q8ZE8UJ9G/eLnQ827SccqbKi6UCQhqd0MDMu14uR1zUKBuObrevqKGwYJXvO8uSI2lwoS5nICKeEV69eTWQm5+QFnhWMy0T+AoUxGxCeLcFDNABHkUa3jFYRRS7FDaoXBK0BgF8TmsbA7AhPHGiAw+R3tnH1iG27Xq/IOWNZljnn4xkJrqshinkiU4H8PT8/W+5vLrhcrodowVM74nXiMDWtTwIFm/8Oz0lDyw7qg/t6guazYuixXdd1Wd3qhpwzefh5mjq2oA/zcxxyUCwggtaqCaeYjZpQyizsnj59g2u6QF1wlEqehVcJ8YX7Fw7x+8gHyhsCq9oaxuhYyjLRYFWdnQX1dcnuudtZRfZ1O8QX8YynlPD09PQC/eyj+/WztWzbzXYo0Dibi6dYQzoyx+e65euBIkzD7T7bfevzvZ/XmfAODOpKZG8HnSTmfhwi7uM+7gjgfbyX8S28tomMEBQJtT4jBA5jbjiY9ilm5Cveyji4eZMLaJQXf037/bpX53zZIr8sB7oDHKjKLPa8zXN+v7Hx5WztMMoHCqiwWCly3o8pC8M+xIUYagUMqUxFofGIAHibcVlXDEfHjmLUPnvEuMV76aN7JrDFY1mRu9rCD0Vyc+PsfnKy98lrW9cL6nN90T629+wikG7fIzGTZ+KO3hUGisU7PgptVQWXbJuk6NzkReSlb5o6ShR8RugUxTiZ0grpUILDVdx+76yoOaWdEF5ck9t2C3mCt8MHqB0cM4WisAuKmhXmtdWZR9x8059qZJ9H1Q2fZ1GUEyQn6AByXrCWK0RugPMyE5tptXEdi/O8BCLVeYgrwDdvm7pKlwfW6yu0PtDqQFmM80cKbLuJY4LPF23MlhqWsiCVMAx/yWs9F2HRGjaEqGB1EUXQF+JexeeMg47l2q42HxNAbuBOqui1TVEEk6DWAc7ZbYUSRh/Y9s34dtXFLzlDyTwwo0hqraH1hufnG8boaH3DPjazEcJiCKcOcErY9hvYC8c+OlQ6yrDOAS0L3tZnfNeH3wki88C8NU/fIEYfFeztb/j9WdZlfvawtSHYAYbIvAwD+VwWi3Zs1XON5/XMs/A7OMl0SnxRXNaLWd14gZ1TBi9GEal1x7IsWNd1mjqLmIF6oKbxHuchiSPhw56Z7EbeKafTe3jJlY5276tXryC+zgQHMeyaUkqOnAYS/Btb3+/jf89xLwDv472PMxpoAeSuYEXGAIHTwQOU6gpab8lE8TD5fGIn+rPoI5A/wHNH6VDWnTld58ijQGCyh7tHqyZUqfG6s1Uslgkr3mNKzEDy4hPm3NLExSdu16IE6PQGtCKgOZcrrssYUYACOZldBobZdxBbYUQ90i0MQYGrfYkUfVhxoLAWZErG/altcwTKkjsghqyYijijjR0DggFAKXshGwKWA83hlKbAIjsXL7kqNZIa4vaKNORsvKLuLWciN952VDTa8bZJYV6P0Ts0FKStIdSk0U6vtZoa1nmDEZPWe5+vGwIVkKm5bY4kqIaSNjZWmWha7w0Ki9JTMcPqHhnBrGhSMXRAMUz9qxUpmZnvIEXviiHAGBWLdCgphJ4AWkB8heinUHSktNo1I8ZWOxKv1nYURSIzAb8uF7S9uYWKYi0LuthnGjKgw2hupWRsz9YqDlVqjNaaH4SAlOo8zER8XnAd4zAQhxuAsG03JGYMIpS0ICXCqNUNj23+KDAPMGdEW7sX/ktxZfIAxftihg7j8y3pgodrRx0fY6QG0oG6b8juJ9lHh0DAS54cT8WAyIbeCQWE66uPABaUzz2gaUcbAmgBSCFSQTA/vu6JJ9NAPZknJAB3H3CTcr8+IaBpasVyWSzaUGFFZPYCfHIfVdGdu1tbR05AbzswKogXU5S752DbzN9x2zZvSYeCfmBZlhfdjdm1cJEGzwNnnzSS1poVqh4fWUqgxgffNGq6QBdba2hi1IhpYh+oI+4V4H3cC8D7+F8wws9sBM9l8HSlN4XqcXqdC2uo2bzIi1N3GKoCR0ZvbGTTi2+iaDQXSgCzCIw221ktPN+rL7hTRaf64gR+Jr2H8pEoNpSTia4jMjmd+G1MID1issbozpszrlnvhzgFBNRmPLRYnEMFm1KxQouHedep+XgNEiyejLEuFxMqSPPCRpEzQcTUreulYPTmrCgviNcLMmeItqM9Ltb6kyFWrHOknESrdoCTXa+paix5qid7KDCZ0D2LOK7T3KjY3n+gVKVk5y9Z3jC87RtWOeJtPabD+6y35qIXS1B4eHgw9a1/jnVdEDnMxTNrxxjW4gtUjWyjH0PQakMdDYRQE3tbmxrywwrmBb2LX4OOki9Y1hW1PXnRaWgmndDvPgbWNUHZfDETJ6wlY3SZBsSq4b8n2Lfd2nqF0VrHJaXpeRgFSySCRIb2uq5YL+ucz0eL0drDIfZZlxW37ebinIKcGZfV7u1t2yd6Flw5ztaGD56swhThImJG5ykf3MxoQ6Y8TYsjCq7VHX0WlfZcFzavvmVdkJjMS3EcoiMBQYVRWwNzAa0FzAPr9dGK72mErYb0ees3WuytGvK4piNjeSJmw3LHSy4z23i8iFUbR+dgHCkbhuYyMjO2bYdKx20MrCVZ+kYqaKIzoYh8LYI/ayICTnY4DO7k2eqFElnK0WldCk5oSgkXt21hZvS9Qvw5SqdOyeJIYK27H9gOQR6nBJaB2ruLUO5JIPdxLwDv4z2OszLU2WfGKfL82CA+WxsnvLEM0Riu2jvbvUS7NAq/aHnF98xLqwAZk5+T8/qCVxiF37tcKuAQYoTaNLhy9kUYYkOm5gteDczcDHp6zXgtGcO4S2R8rDjRR3xas2AHiLrBc1wjORR9OWf0MZCHtdwyR0EZbdlQEJtlyLY9QVXw+PAKRIKcCWDFvt+gOnC5LODsBtQET7qAowyCREDOKxTuKUa+CbsxdhTWYdMyeYpROHOaJsPTfJhNEbw7d8qukbeG+djYAPuZMfmYwOKt5VIyWu/QIf6a7JyuAgWQeUFrFUSM9WKRa3HfwvoFMB6fFTV2DSbiKzIxkBTK2Q7U2tDdD1EFSEtB3buJcZih0qfKScTsZbpiorXsghE+qXTzUsC0ADrQqgCUPaKPpkk4pYRlzaj7DgbMnDzmWM64XK/mGzmiQPGDhGf/5uxIqVixFpYfM2tYBR999BHevn0LwIr5Og5eYhQlJIeC/zA7tr+TF7v2z8/PjqquE60yxb4LKMILczHjdeX+4nlUUS/6xVA8tUKLYUr71qpF/FFGbYI2FI+PD/j0+QkCRllWDKdIPD8/IycGu4ejP1JmsI7DOy9aroEsg2h6BcZnOFNE4prgtFbFg8cM5LLaszw6pOuRr6uYqtso0FvrIO8WhGgp3lvwJhWeluSHp/PaFIVktHov1ysi83kebMUmJRHPvxkHy1WXGX2Y/HVfvXr1f2VJv4//zce9ALyP9zLetYER557A0ZSwJujDzJwNNTP1KhZ8S2v3jBhF0RfIXBCuJ7KEAzmMhfycp3pe1KPwAfRFwXreBGIjCE+6nI4kCxGdPDl4YRhtVCJLOAnUJAofazUfxH8i9ULO1HrWqrXYpnktyalfFBtZB42OMaq30C3rlci91kaDiP2zXgvqRhBvH8drLotZzmi37FVVBeWEPo5c2j76VJEGvy9EEikxqnOsYkMnN7CVIQCbSXEgcckFK8VbaYkY3dtW0WIWkdkWI+fAAVb0l6XM9wAoWreEi9Y7kK1d3dxDLbzeDLmrc+5E0WcK6wTRMa+K+GubabZC3P8ve4YrcYLqAJRnO9CyVwdEDEVpvcEiS2y+JC/MOCUMEayXxdqOJVq/HZQSUrKM3JR4cvxG77h4MZs8FSdi3KxlzidE1lrfgfQF3zKehZTyLALNk9DU8uLt7su6zoNEFBOtVVzKijosatGoFPb1lDKk+4ErWaTYiISNxGhtAzEjgbDt23y2xhjYa8W+74Y8qeC6ro4YD/TRwGSG3n0MpFSg9RldBTI6WBh7G9jHwJvnDQK71+zq91JWmDXS4esXNlFnSsgxV4wrum+bCYk4YW/7RDQJh1l5RK2F4jnnjESW3TtOFjPkPqXkEyvmSty/8I6M96SqKKlgXVd77XE894dNVppcwWjnJk4A28Ej1p/IZTZD6+B4OmJ7uu+B2IfjQKyJ9/HZHvcC8D7e6zhbrcwWhJq1R+8dAnb7DCcju2p05l3iQPOixRibebw+cHh61dleepkl3KUfxZor/cIm4uz3N/NBTy2XaN+yW0YYt05evA8A057BVM8AEMrbsHi1rylkmh4H8hPvl8n+xjgJLMSVuJH8wWztXGWzoOl9w3J5RMrm1wYFmID1suKqF9SxI7zSiBKWUnDb3hoaMyy1gJkx2AQ5iQL9O2K+iAhIB9kcALbtILVX51uldMT3hVF0tPTjIrTWkbPxCZkYlIHhBeTrV69mi8xa7uaN2FubxWB1Ej80kJZDZR2ZrzmnqVa1oqgDRNi3bbbKrEaSox14sm2xj8gAMaTH5xBvCQtaD8SQkTgjMeGyFtQ9o4vPmWR/g9StSmBCpXVZnFOWsN2esVwzmE2lPPowDp9fv+12Aztqt64rrmk9PU/m7bdeVkcxdT5HImZ/omq2M2/2t3h4uCJxMgNon3NhRzJEp/BpXS+u3jaBSqBl5NzKZVlmCo4dkuCIYxgfm/rc0lOMLxuiH8KB4INoejQqBJa8Yl0CZkZCIG9mrZSJnepAGFC8ud3wdtvwJVFgDMBFYwpHtv334+ABX3MSJ9xub7CUxQpEZjw8mMXQ/Bn3RIx1JSx0zpSR6EjknNG8kLpcrJBe1ss8WJ5bx0diin8uBTYXNXFiRMZw3MNpgC4y29LTyqUPYJwso5I7IjiXOaXshfviqm9HHFWgbrqdcwb3NhOQ7uOzPe4F4H2892HtUrNyiCJwFhfeyoyCJyXfmFKeliznHN+zLYJZhYQVwmFNkVLCvu0YGDPyKojv0U4xJGI/UgwQxY0pfc9t4oleOAoYrUSFTDuQEDcAzjUM8QcI7Ikf8M+tXRxVUixYT60mtQLTN9fEjMFhGh0WGx3mTTyg2kAQrIslM4QFyuWyAlCoDNR9R7kW6KJQsgLm7dtnrBfjnBGsRdUdResQcAaggtZs42Xn3xEdbaj4d637/Nwmsjjue0oZrALx68eemCIiqC3aTzQ3+G3b/JrbPcyuKh37kYwgYpFZt9s2LWaMw3hs1ur3wFr0VoiICpKmyQVUtzUJ8r0GFUAN0dlu2wnJxSwAKFmtYRFm8KLL5ob6++OUoXLYyajStLIZ0jFEkDmj1d04b84BVTUOW791R44KBjDn//PzM4rzWdn5s7Fit+ZiIPcsLGXBbdtwvV6xXlZLdXG7j23fXoiqxIUB3Yu9bbsBCJFOw1pWsD9Ty2LJGuTorgyLlRvOX53CrGTCHfj9DCuZ4CzmZGgbCVByNs4knCcrhOaxgsPRrTEU6m1U4gQQY68Ne+3gnNG2ZmIgztjqhuFG1dfr1VEuzAQSXq0tOsYAKTmfj2a3wdaWPjsMcYg4UO7zumTUk6UUtN6xbbtxF/29RrzfuTtxxLMZPcFUwZtFd8M9ACcfOE+KAWHMg9ayrDgiBpM/BYd9D5HZzSRf60rO6DBKQ6wlRxfjoMHcx2d73AvA+3gvgyaSYn51wR1DFHx9IGU1uwhvK2brcRr5vzdEfZUceTsXQrbhFTvp8pHqMW1JloLQtvXesaTz1CYI0UQAAKDu1cUM9GIRPf+3eBN1yAAzHNUxVWYIEuyz07EBzMQEdkWjq/Cg03Ykp+R8toPQZ+ioFYSlFLRRASEUJJScoMkKsqVcQYONI+a8J04MQYdCcL1ezBaDBI0U0hUpr+CkKGsBeDHVJCXU1pEKQFiRoj3NbIUljiJJxArlnC2/NaXgIrpgBkcLXV3JSQRHzpxbBjKEDkf0W1kW3xytDatNEH596vcIODbJUgylkSHgbGrlyIEOFHEixGTIXWQwq8/NKOBFbNM37mkFsyLxQINgqJitx+iQkaGaIEM9z9e8IJ0OacjOKEisGOMZTBcQLlAZWEuBaAaTXdcuGVSKFXWcUVtH93kNThAF1qv7vLEZgKtaksvWql1nWPTYki3lxIygK/q+W1HiljfrumK0w8okxBu8Mqiah0604JkTROz+LsVRTJBbphDW1Y2IU4JmK3rXdUGtzfA3DdFCwbbdnFsXoiormHoXFCRcywLRCtAKaIJIBTFAKkicsS6mKodmK7xTgjCQL1ds24ZUrkaiBUGEIEOxcAIungk9ZJqjH5SPMfOVg3c3PH4v5YSlLBA9rF9abbg932ZE3lklb1fGitd1XS2ij2I+vbTcOXcrwoi7uV3MpLioTq9MBqPVOg9O2U3LzVInuIvwr7UTl9YOyuzobh8dbatmL4OXXqtxmKvuK3gfn+1xLwDv470Ma5M6UnT+BrmDm5/KAUyD2OH8N/GNtTuKBlVwKei+QUdCRnBzmsdUhdr3vLhNOwQnU8ebCaPVyStcytwYI8YsFmXAFYneMibfSDpFzu/xN2ORN86PHJ/L0SIA3vJyI2TKgKgR/Zkx1NrUU4E8hr95IOUMHslSSfpAWhK6CjoIa84gKFrb0XrH48MVOSc8PTcoDbP0GIAo+bUfViSnBB0CRnYz3LMil8GObk1vMt9srQg2TpyqtfL2fUPOZVpVAEDv6j9jtS0TY9+2mdwyxkCCK5+dZxUef3DEVlWR/ZpHO++23WaiiqU4WCFm/mpH+88K1GScqZzc1sSV5Z4ME2gvgIkGKwQKE44IWTEEDWEBAbAWJicGWnBTFy+AGIoO1QaT9jBSssJZlLEs5rt2eXhEH4LbZlw2i80bYBH0kUE5z7bpEGuRtt4nIqVic3F35DQVQ/k4mRlyoOGRGxztfGZGbx23220+Q8wMUVOth4Ck1Y5EITYSKxKc86YzdcOKeysg1A94gfgy1vXixdBAazugYyJzmROaKB5ev8Je1XmXCbftjR8SuxVAlKCs6K1CtCHlD/26mW+l+LMMMjVvvd0ANuP01htSN9Uss82D7HzMQ3VeQIOm4Kz1wzNRVSenNYpHwJ7lEEU158y+yx82I+s0TbrPLgFTXX2itsTaEHNR1agwfd8mCrw6X5Kzi2P88BupO9E2hp9twGTOAH7gJEeIVQ86x1HM3sdnfdwLwPt474OAGfkWvnF9DCywkHJJjHWxCCkTSwQScXj9ERGulys2T4OIBTcECrXV+fWzYvj4mwfvhhz9i5ioWAjjd8+Ku9gIho65gQY6cLRfDj5QeKMxM8Bs4fOBRsX1IICUZptpLcvc5Cd06kP96yKCjoFNrT34uDyg8TOwJHQAi7cziTJyKraZqmC9rBAw9n2bLVGFelqFc6TUkA2z29DDSkKtMCTAWtpk79mQhhDbHKkVv/aNbyCnhC984YvOK0x+LfNEKkopSM2VorlY8U+mDg1eXz8pNc0c28oxJnZLizJ9/FqtaK276CMZHy7SY/wKisRrO4IU7f3w18NRdIvQJMjjtFEvXrBaoZ9BlNC6801d1PR8e/a5NjB6RSpmZJ2dr0XA3KxBBEGDwg4fbSigAzrqy2snxlckZjw/PYGZDeVzJaiIJVOklMxvD/Z8iQhutxseHx+dN2tItQxHx08iKRM48cGBdPGICXOyc9/gSt1I5ZHZoidHuONpP0f1hSDFnglDTrun3gDW8h7e7k3J+J3TrJ3cy5NMtcyUQKToXdCqFdrmexcsW3UrF0JZFwxRrBdTgAe/r5SC2irWxQygz+1cZp7FXzwbc10oJq6ZCmDCEfeIg5pyuV4hjhzGuhLXuDgnM/vfsqLNi0wXnEShp35iOvvzXa9XhHXNWdBmiSrLVN+Hx2nwLKOwtX8H+uhUm5ytVXyisNzHZ3fcC8D7eC+DKLhioaKTGbv08OoD5/0JclpAZDYV4e12uz3P9ou9lqEntTmxPR8JGecF+6wGzjmDnNuW+NjQI2MzZBlRyJ2d/s+tkeABxgk7vvbu9+P3wo6GiJz8bXxB14RMwnZKhIXNGywKPPjvEDHIhTL+wbxtbIrpnE2BqWTmxGUhQAWZE4a6QbKIt6wHVDuu1wVvu6ke87JgDFMjGg8ruJMFzAKobYqZk6tSs/PKMoDFbShocvgsakvwHV/6kt1vFSiSt1SP1peKYhvbjOHyj+YtPp2or5n18ixsrH1HM4EF5H5nLqRZvDWpIZoRU1Ueas00EQ9DbeDqUEdZYV5+c1N1nmJ4ApIXqIZGHnM75wLRNpHkZVlw2z41hBhBIahmDu1zwkQUdt2i6N/3akhNYvTtCcpAun6AMRisQJeBnAkPD48QEbx58xbL5WKFLZn1jpn9Wps4osGAEzcQB7IUooRphu52Itrtc5RSUD1GMc9s7j7jxSL1JZ7LKZDx1w+bkrCBicLKvO8MfezuuVdHw/XhEQLCvm9QdEfQgJKNA0fUDEX2dUQFKHlFpYGcF5SyYozN7l1vKAzjcJ44iZGbC8WxruDIqw4FbiCC8bNnj9Ezwg/g8A088YW7F77iiTYxrLPQnescUYROHXGPxLOvY/iHgoCHh0dDWfc6/04ovw0Fp5kYEr/PLqwjZhBbYW2pP4fRva2JmOrx+7iP+yy4j/c4gvdni615qZF5ZcmRwWu2E4TrYgXJ2Rk/CrfY+GORliGTuB2n7Ii8Mg8yU8hFtigxQ1pDb804ZOvy4p2aApetaHqnCDzzAM+FaagZw5phpi2EyjglsKMTYwwjeasjKzlhtOAIWcRDeNepiufjwlTBZJ53iRjk6JaoItHAA3dcqYNJcevNGpddsFyMV5iXBBXzmSslYXRC3Xc8PNrXxuj+0OssgJK3Tg2JOEVeeSpFbPp2jew9ppIdaZLp7ZaztUtnscw077nVuzI3H4Ilhti9yAilZKAzY3Swfy9QEfbc5TG6IVHe4Y+CI/iD9sfhBVh3lEsRWb1MhC52ADG18YHuWuFgG6hRAwy9LiWhi80nKz4P7tvoFgWn2sGgadVTawWlI+2kUAZgKueyFBTtqDSQiJBJ0dQUqq3bYafWhuv14j5xFkFmTAvC6IKhDbmU2fYN1PtcMETBcRTgpiQWv2/kwg8VizXrtRpXNvH0tqvVUL1ajb/W+wYQoeQjfo0cFQ0U3ysvjF6t2OIF61rQxexfODOodTArcipQdQshmNCI2NTvCjgCL3MNsXt/PJvXdcFttzi4QL9kCK5X4w1mZDRp8xoYWmaIqR1yCK3VGQm37xU5J/R2tGnD77JLnxSDUP8Ly+wExHo1+gAvh1odIOOV0tE16K1P65nhqHUkloQFzIiDiOi8p8FfjhEtZUqGkDIw05XqvgHzMHBECN7HfQD3AvA+3tOYog/4v2a7VH3zNVWubXzhRxetmuOkbfYdpriMBIdImYi2ZBC6D9WlLXCcMBdK8s3wcrliyMDwoiRaN1EcfAuPz38up/wCRTHz2uJtSFMgiltdZMqn17OFORZ48qza1iyejBIhI7mdg6EuEVw/1IqDFOa+SihqGaZKAsaO63jGIw282QgpX6Ag30BDsiIYo8FkJ9aMzzljWQ90IrKCBUYwhxc+FtPGjngJkkdKEcyzrnvMFcE+Y1mWaU4cqGYovCOtAgCWpbiiOuK4bLNb3bA5hA7qYhAzmU7TwNkKQjs4xGYsaspaGZZluzj60jWESLDsZN+sTSl8FPeGNJFfJ3EPRjOzNkV2cl5oQg7u4ztc0+DrqQ6ABaIN2ZW2kTrSWwNzA2BtzVxWDBrorYLRgFFxe95QKCNdC0Rp2qgsi+XZttZweXzEkIHsFIhlWXBzRTYz4/XrD7Hvt+nfZ8WU8fNY2TNhDU1K2fKg00S6GKIdDJ5CBSIvppMhgnWvELUiMegCcR2B4Yhhmc8Pgmvp92rbNmtFV4ZIQ6ECToLEB1rGcc0TMKQB2qDaAe24bZurxhn7Xo3DC0P8Gx/PbRS/UYS9NHv2DOs+UJYF67qYUXdKUM2HMIx5ompHMU0Q0My4Dquc4BhTitxt866MLOJajbdn65Vdn967CVBSwu12g7DM1433GpQHQycHUmIwGCWVg2OsZvkzKS3JE2B2F4yoPRe7hH/q1JzZOnsfn/lxLwDv472MkH9Yy8xbsHCPLzJe1r5vHqRuvKHiSt/gbBF5vFGyYPmzT1/JBUMCMdPZQjlbHKhYeLqotWBFDz5YkN+D4xevc/7/swhEEZycQ/Axi9hiMUvMDBZXOCdrA4bR7tkiI4jzIDNRVjFT5CiQZZhXoIpODhXBbE2y862IgKTAVQYe6xP4+nl8MjwDdTSsxVqDtVrRo2NAuwJI6NKtJTfMaFkg4HQITUjNjNg84gSp5Fl4nVMIADinErPAG37tCdbWz9kNpEmnanjmnqYjpzmup7WucCBSzrkEzNw20higmAkHUaj13oxf2ju2TSfPKXinikj8iDa1za9QHg85iPT2mhkgN9FVQyiteDUFbEoZIs3nh8W+BfIFIhAdkWjk9zeX1T6H0DQG3m83LDkhF8VQQVpWQ+V4t7Z8sla8qXxXFzNU/1yOOsFyeEUEbd9RXY26lMUMlGEIbB8D67J6EXykSsxWu7K3+4u3EAnM2a+ftWnXdbW/5R6ANmcH0inNB0iTd7fXOiMFW92hQwA165RruqCpIaoqGX1R7LvMPO3Wdyu2VGG02sWLdcX1evHn0dqqw9NqWh/owzwtY25F+km91RdtcqI8C/NzK/R6uWLnfT67B4+vzPUhWv9DBvZtn78f6xOO2hejD1yv12mbE4VkqyZOCirLUpaJlKvaPW2urs7J6CuXdTWaAonPjYTbdsO6rGaivgZSyJOvzDk4nzLX1pwTpMdaeDeCvo97AXgf72swueLXfNREbXNTMi+7XNjI0L7QgRkDwFBFcl8xOBG968CSl4mOxWk3pyOWKto53VWSxQnq50zhQFKmh5uLSJR0tkiidTs9wLxIOAshIGZcq9092obxyZjIDWCHc8oISJaYYVFM0aZRyFCwGscLzLMoIWJw8taqsre4xfiMqmgQqAzoEGQqyBVYtyd88LrheRt4m0wRXDrhki8AErS/wRgNNAiUF6SS8eqB8Xh5ROEMUoFotG8zMBhNTFlJidCda6Zq6R5jDIxuCR9Bhm+jR0gJgOAZRYFILuZwxAkZ4cNXq4DI2rlRAAeSctufrbXo1yB4fJxsAz9zAzliv0JUES1hDbZn4J/B/fOWuyqIAYxot9vUFQJYyQ8OxkkEEkTazFtOSmg90G5gWQuebgKmAmLFkGcwWxENhKq9IyVDLYkZmYDr6w8AHRhjww5LhLiUFeAMDR1xSljYCv9cMoZay/KyXjBUAI8WyylBesPbt2/MK45gbc9ScHl4ZYa/BI8jhKNUy+GR5+3zedWcExiZtnld0PxvRbYwYJ6F9vlkRh5qiKXYsoRJYNxIFSyJ8XhZIK2AwVhLhvYNOQEbdSCRmbd7EZpcoLTvHX0oUt+x5BVQxbKUSZnIeUVrzxBYTm8IfeYhjBjrZUWtR0LPkIFyKYbQJ1OSN7itCgeCzEglEnDSdDmIxJDZnvWDjOiRsBF8v9YaLtfL5JeCgLKUQ417OpgGMjm63a/b8w0PDw8vlL7Rxg1rpSHWHj4L0iIaMApMVTHhDDxD2VHN9R1KzH18Nse9ALyP9zf05f+a4pTnZj9GR8mLcbkW59U5YhatF+DIyAw7hrBRITePnd5efHh7BfcnkMAggoMGRHQmIDRXxoWVzDkJZNq1OMG65MNUOsQLkVIyZMxczWiFDec6jjFOauHDF/C8YUTxGXFwY/S5CSdOyCVbBN4wnmSmBIjg8XLBUp/xxdTwy+0t2uUL0LSCmLG9eUa+LKDrg6krZQDtCa8T4/rUsUKh0kFs3LoG2zQSZ0dSGlit/Tn5e+6hx2RFCeBFMGimL0SrcSYZaBho02wDG4rJyNlFPo6u9i7z+uT8YD5pvrmb2tH+XbJx0czMV+ZcSa5ANaHCcRiIyCsFjILgxau4rY0hOeK+acPv8YBoh+XTKlIy0UefytNDIBCbbJiJMzxdRMZs+c22nzjCRQSBbcRlWUCZ8VgW/9kFYyiYyzzERMs5pQy2CzcFAOxFsI6O9XoBPFpPAZTVkkJ295QTF1zN58rfX/jVmWXKYXkSz0JtfRqrUyYkR3rVEdvg7sZcITILktYbbs/PNl+yqeNVBCsR6qhI2JH1FXoqSNyR3VtwqODh4RHf/PStfRbOSMlQTWazRLGDWUNZLoY8iuJyuUAR3QSZxWocFvM4ELhcMtZ0we32PMVeOZn9Tm31hR1UXLdZAKoCGTOe8CxGi65GznkWxHGALcvinREr4Aj2rOx9x+Vymd2MsInqreOjDz+yQvVkVr27ejfuVYhHmC3LOuZzKctc36ydXPD83HydbIei+T4+8+NeAN7Hexlntdzx/2HMoY6IFYuUco8zTsnQlRCIeEsn+FWZ8mynqCqQMA2Xz+q4xMlO0p4VO1RnS8QKrg6W+D17f+u6TvuLMy8wTvGmFrS2Ir8o9NJEJE3EEciH+EneEhXGCGJ4muT1Q2hy+OvF65ZSLFd2Xj9rK6rbkkCBXjsqGtK2Y7z5n3iQhLd9BcorIBcz4n3zKXBRtFbRnj7Bw7ahPX0Dy+vXWL73/wF429I2S3XlcENeim0crZlYw2u74FSGfNBak54XzCYQ4eSeiTLsOsAKKPKNCerWNl4Mv1AkwtSVrR3FmhWcNMn4t9vmrT3MTS0yhxWeOCImpMkpuym0uhDmiEHzKs7ygP0+GKfUcpPNB9DTUJxDtlwsJq2PijHivmFyGclR78QZRAuIOiwn2JXGGGBWJC96QQzKjN0R4j4Y4ITexPrOYt6KEe9lxfCA6HGoCDVrTiZQ4cSgXNDVMnUTJ+SU0ByNzSWjkHPHvHiLVunM2R4y0fZ5uCqHcXJOabb5l6XgdmtTFKKiuFwvULHDzGVdwcx4fn7G1hpqHxZhB8LT86d4vQJvnzq0rFYkNxd8MGYutKl8Lee6torLyhAdnpVrhTZxQe0NCcAQozOoxKEOB8IZSl3n5OVsRa8VUdmthvK0xtm2DeFBmXxup2QxjtHmjsI55kOsIb13y8pWmQ4E/fY828mTg5pNjR/tWWsNFxhmbe37eAbjgBNq5Sj+omAPxNM4gMk5xTwPEueMc/KH/931+j4+m+NeAN7HexkqB6fkOO1G8WQLE3OerVmJU/B+ZOMGD4a9RfpuO2XIMM4STmRv0OHZ555vwWkibyOl4FQNU8edOT0RFRdoSGyyzIzsNiDBETuI1IYuDtiJOng5vZvFSyywxpsSV6T6dWGCNbiOsPoxxkTExNFM467ByeJeRCnw5vaE0RTfeK7YBnD98Irn/hayfIhOtjmnBCjdwPUNvigDeL7hN3/pN0PrhkTOexwDlNzaRXkqEkvJsxAIRDXQFD7x9uL9gTwzVWQivdEOY99w2jABTCQr2Hzx1q/z++J1zbQZfr0FrXmrTKMIxUTBaqtIAFIu0EQorkgF3MKGQgDsmdBuIs1km6eKujjCbFrY+W2AnOICG/oAiFygwsd7WJYVeT/uscrw+D0r0piTC5lcxUwEhSFF0cYWZRBn9F7xzW98jNePr+y3XQQVaR1yer5KLtN7kropmuPZ6SF4wKkI8GcgspLtc4X5+kGZCHP03vuLQxEQ8YuGytfWZtRcThlhxN2DKgDPssVhfLyWFUkBeX6Da1pQ8xU3P9hMB0dxzzyKzzTAlJATYV0z2GMgc8nGz/RDj0jF5XrFvtV3DohHNni8fneF7Sx8g4cqxo0NgU1cI9ZD1BTdgrCYISIoHWpwOB+VE08HgLgHRyvZUbpsqS37yZNPpE+us60JAul2b3vrh1LYi9qpRie7hjpwejbtGRkk7tuYkdKAjJeq8Pv4bI97AXgf72XI9DQ+7ELidJySqzpFkJPHuzFNdW9s6O3ESwouT7Rcz7YsgBVGwXOZRVuyiLRWmyOD7IWftX7PZq3qMW2jjheK4ogqgwYH0Is24lnkkqMDAKDMnhlrG4e1E0OscgqVP53A41RuZPZAEBw1c2QzcoV1mGBEQWiq2EiARPjVBjy8foVHKBZ5xtOeARY8bW+wNIa0Cnn6BB+9eo1eLthbRa43MEdsVAIvC1Q7kpsJxzU5ZyUHIgsYchT3Qp07l/lQF0fAvJwKWzN/Nt6UjGH/+HWMdpsV+/aZrcgMXlSeRQpzcUL7cUgwU28XmKha8UE0mQjBATX0USb5XdxjLuUo2n3D7erz2IU3HIgx+/tZ0OrmBaWZbdshgme7mQAwpcOGpnebB2Q51sa96/6TYRhNWJcLPv+5z0HGQCnZ+YrRXmSsa5lIz/PteaZ3nP3nohgZbcw5FG1a8240xNeKNkO5l2WZBs5wNNRsehyFd0SxtY7idj1R+LPSRMTIlf+GGnaM3iGjo9026BhmAN8V2gZunz5BXidcHj/E8/bGrHXEqBt722EXdaAUUy/nQkhZ8OrxcVIocs5mIA7jkYYyv3dXa8f6Ioqnpyesy4pSylTnTlFXrCueQhTc4KenJzw+Pk77qfMBcd/3WVTbenBSAAf/2BE6JsshVrEiTiQsn5qJc/rBq4xIw1Bqhwgk4h4BzGzgiOmbB2YibJ4gMkRnkUvMoCHzedj9gHovAO8DuBeA9/GexjldaPrAEQM6QLDFlfRos0KPDQsA9rrP4kfVVKQRAxbije5IEgiTf9W1I4mTtWFCk1iIa63ekowi7vgn2jMAXrRIhliWZskFVEIU4OiXbxRtr3PRBXC0GQkoRJBoTftGq+Rt3INqDyDsTLqpSE9ee8HvitN+ShkpF8j6gNoz8jrwFhek26dYnxQffOmGsQLcK3hJlglajSz+y7/yNSwgtP6EL5IiMQHdkEyIgpILd9TQjOBSTmTS0YTwIov7AcDtKULg4O+bCF3Nc4+TJXmkFHm05ito18tQPSvg7b8NlTyQu+a5yrPw93+rCMY4zIjP9j3q7eqDaG/q3K5Aa/WYm7OlndB79TawY3fufTikgRXgtIC4ACqQnNG7iVxSzpDbmHKTlAKlCt/Igez/L37d1nVFSZ6skVeIGJeS1egC6igRuwp4DAKnhFZNdVry4YNZSjFEXELV6fxHDE9VsYI+jJzBmIhRFAGtNXTqU80aaNje6mz3A3btOBfU2pBzmogggKO4d95itJiXUiC1oUsDa0IpF1C64u3zL6N8+PnZQs8pco/N+1J04PHVA/bbJ0i5gLijlBUEU9smZuejkqG5VdDG7migeGxe2P0kfPTRR3NdinZwqKBjbokKCruqmdgLZ8s8Dp7g+SBKoFmMnVurE+HWQ1xW94rr5Wrt9Wrc4VATxzMeh6VBfT5jIjI7CoEsxs/GcwqEAb3M5yO6JiJmo2Q2TWMeIESPdfc+PtvjXgDex3sZyRfwIDpbq5SgmqDIELGNpXZLRrANx53r9GjDBEfmrJQbY0BwWMIE7w84SN/MCWCPTYItwMvFTtjRoomkiZSMMxjFJKXDvHjaNTTzdAOiaIUpSAmgxFAiy2slAkEgwzllGm1mBdFw4v7RwrRCkdwH0EqOlK3tNeRkHg1foyljCKHWhqYdDYx+ueCjcsV4+4QPV+Ahr9hlR5ENT31Dw4LPffgF/MonX8Gv7s/IJPiu7/ge9PKAhoGMBO0dyhWFLn790yz8ztYvQYY3n7HDMifNTduJ8nDfv5yMT+c8w7AKEW8Zs6rzJYcLZKItHK/t6BjB/dkOA25VE32MScC39mMgwTlFckWeauTW6mnjtsJOfX4YCuY5sKogMmsX+NzNqYCTQsmsagA7DMBteUrOILfv4QSI3IxTKc9mn0fsPDYGNGN0AUjstERGXRhiNipDTYkcvDcmRi7FxSiM7L5w8PkSRtS20Q+L8PNi4rbdpohqeEEUCHd1o+fW2szA7j2i2gyFgwDZ24sEWOpIgc3lnCAEjG4KWvLiPzEDreHmvMCUzLC4j4ohVmRizXjOCfv1A3ywXqAQ7L2iq2K0ZocTGkgFUBLktSAnoLBC9goR4JIvEGloN7XiMHUwkvlrOsIfRVD4fEIw0zrisBKfl2bRT84PzJNnlzNNLi8M/Dxi12RMHmGgy4G0RnGcc5po6jl9JNanKP4iYxgwlXJyE2pRUzzXaibVYT0TayKB5s8aSs52HZ0Ty0RQ5xvWWs2SJmczcr8jgPeBewF4H+9r6Mv/sM2Kp0DCLDAYnDOGKtQ3Zii5zceRzztRn358bZ7sg6M00aM0fz4KxECunrebK4ExSdhnpaO4F1Ys1mcEjpimZU1sKKEuFhFTXZZ8cJ08ZowdYHHSGQjGRwtV6iym6BB6BPHbAEma4pVlWbDXgpxX5LyiNgKtr9DQ8Zg7Pl8K1qb4Ta+/hDcf/yLKJ7+IL776CE90tfzcD74IytnUuq+/ACoX1DGQQMhexJIyoA2jA7zwCxQ2rlUIdMKA277XPWbqUEFG67g4+jQRDMLcCKV3N5MOXplHi011t8xNMTZfa4llL+7DxNl8+oYIFm+d4YXNhsziUhwhM/6eFXP+0SY1ISU2Pl4nqBhSNrqAhcBLQu0D8Ixiuz/q6tdAWSqAgVwWQM90AZp/p/k1CwhO1AyoW5eJFuVUrL2aPTO5D58echQNZAKNQzyl0+cOAqyXixcjhxo1WplENEUO62XF7XY7nh1RT3kxb0vzy+vua0gQp0Mc6RaGuFZvW5ZccL0C275bsc4JKTOQCUkIaclYXr3Cx2+e8cVXryFtw4CijW4cErUDAJOhZGtZIH0Dc0PJF2Rk0CDnBi7IlJCYsJSrWU5BZ+Z3PLOxdsQh0573MQUxvBRL/ehHJF4gcLNYHsZVjgNjFIjB74uow+50hJwLUjLEu9aKlDM+ffMpHuURzDzb5qqmYN73ffKcjYcJiBrC9/z8PA3B49nLJU8EU0SmTZFGMhHRFDoF/cGM6zt6P0RM93Ef9wLwPt7LmG0QH2el7sGZc4sVV6Laz9giXbx9E75YwNEwjYVvtqjGaUF3xC0KxvDomrYWE7l5p2B0xEld8Rnv+fgsx2cIPXOgQDln7M2QjjCKPTKIeba1TORwRL7BN1CIWYGEgTT874UvWPgBWuwYg1y0kEtB3yzp4/V1QRkAtYTcFJfbMy7f/G/Y+hfw6fX/hrE+oiOBhVH3DW/3HV+0kCgriMhaiyFKUcEsrr/l3jKBhCbqYBnOVoj10aeYIrJq31UeAp5Ruyz2+5EoclI6mu1HAvOYhSeAeTgY9WXShN1DL+Q9paX34ekch5o7ZlIgxdZKdt6lhs2NTl85RCFLhLIsKEVRRweUsKwFtQ70XgGItcC5QCxzBJRWy2rOGUzJOYiWzVzKglKKGW/DCZTARJGOZ+cwyU4pYV3XidCFUXakjASqFwkewSE7FwtTJOU+gGfOW+995gZv24aH6wMoDimwiEB1nmTrHcm5hlNI4kVicNVq2+0wlcxIvDt3teSMtitYBa+uj3hTV2Rip4TY/QHcsmUpWBqQeKBkQdeGZX0A5YFMaeYYm5fhAIZH/LHNS+EjrSX+mQc75xxHOxc4Di+har9cLhh9HMIbApZ1ecEZjOs61ylvtUfrGY7gl1y8uLM2tB1Cl3kQjJzksIIJo/CSyyyyX716NQ+Pe91eFKnR5u3d7Hrgz0Tz1vYLdwM5zXEcNIX7+GyP+yy4j/c2Jr8PxyYhMgDfiEfrSMl9z5K1aIbbTww9xAGxuL1bSNRasS7rkR18at8y8SRK99MCOMawTe7EmwIw0b/4b+ny4nMMNUte4x/ybMUNV3zGqRw41LKh5g2hxUyIYHj72NIKmBmXcpmmtOz8OkAwdreygdlalLIgl4KcF+y1o+471pLx9Tc3fCUvGLcbvv7NT/DJNxQPi+KDh46vP79Ff/wQebkCSrhcM7759IQmloaR3XtuHx2FlqhFAGBGXB3ece8kBoQ6WDHRr1CkiospODkHK51Uu24jkpfiSCpmO8vmQRSWBxWAE2NxtWbnyK31qMCZcBB/14qJI1LLBR9yfv860cZp/+OtfRk2T5mND8mOnCXxwgIMkUDzCJlXb+kayq3EZta9WAqIAmhtgLMVvb0PlMVb6nDVpl8HK1ROWbKgmfLBFH6HNsdyyfMaicoUDQBmHnwuVuLrYWkS6uxoeYs/J7N47A2XZbXWIixbOlJIcs5QAjLnaUMSqS3DM7jl1MrsblasdMW2N0AVS8nIpLjmhDUznnZT/eYUCCowRkXigYcl47Im0PUVcgYGKgQDy7I63y7Q+Y6lWFv6/J4CKY0DRFAbWm9Y19XEHNt+iLSgUOfIMSfIsKLq+fnZCrJ3OgRdDflrYgV38IbDS3ApppIOu6nbdntBdQgT57KUeX8D/Q5F9kTgnfJyvVxn4T9RTF8vVayNHlnVQTWRMWaudUQU2pNwJwHex70AvI/3NM6F39nzzry1HK3wr1vr4qyGPaLYgKNFE2hdoCHMpgwOuaXOTWBAk04idhioRmHCiSHdY6NqO4qYKEy8eDPOWHO0wKsifcnXAYA2huXu6iEgCaGK9AFV22ATzPqjxc94y673DhyWf9YCU0OyUjbVsviiPgUzYkXNsjyCWfGrtw31ueNLzNgoo1xXKA8UumBtO6RV5OUCbcDT8zPytWCI4np9RBoFqgSm7K1ocrGEoSQCt99xHzgAsxiJjcP4fMFzs68ZAmUWNpEkEQeBw45DXUHp8XP5QLmOvzWcQ0nuGxlWMDrf72GNclAGDE7qqK0dPLlTcZtSBvqYamXbyOXgcjp3MxA2mxeCy/WCbT9SZkR0ip6YE5QVioShVjrJEIzhdiGiSAxLe3GkS8KrzhloU03qxUVrDWhejDtq3jyLOVDu8KeLOZpyMhRdj2fpRbuRDe3sroYH7HNGy/BAaisSheJUHHFjqJgZ9hQSOPJ0uVxMpOCK4fj7pRTs24a9VkvccNrBdcm4FAKkAdpBKsiZwbpAu9vokOBSMh5Xa/unBCAVfO7hQ1N1Q5DZRCbPtycrrteL3TPQPAju7u8Xz3DKps4OhWysDa21w7fPUe4ozJdlmYXTuaCO5I7LekEf/XAeSAnbth3zy5XWy7L4vWhmHcVH9m+I0tY15s6YXoJR4E/RW+8vuISzDVyWyW8ODjM0WI40C86cM8Ke5z7u414A3sd7G1H4nQezqRSZ2VIQxgA7ByyKhPjdc6t3jDENUKPAmqigjAMt8U0zCNxnDltvfbaUQ6XLiSdKcEYYAz1A8feSEjDEkCRget313qFMyK40DjVlH915coYoZj/Rh0cc9NRSpkPBGohJbAbxvuBFlYy4HgKi5DBXgqwfAvJ1XEvG/vwJLmXBshR87vHL+NVP3uLj7S1uPHDNDy68aHjedtQuCOOWlHiKcAjHxhGb3SVdpt0OgPk5yJGF2CStWDa7kmUp6HpkqI5TscVEhqpCTujFwakKA19DutJh1eP3yO5rpKvEz2JeH7M6kaM17Mbi0QK2xJUwWPZ2qBdKIpjcQZuT5Ekc/hmTxZrt+wBRQh9i2cHqBx4mMDJyyljXD2zbpYSSj6xXUUN7E9uym3Oa3Ffg8EK0uX1YeQTFoRRvHzsPraPPeQ0cNIdpJZISLheLIqvVkKmUrI0ahsvbtkG7ztettSOno9CxiEOf43q0lqPYCcVyoYIRKTnuYwkyBHFdVggWJACkA9eSLeM67E2adQhyWXF9eMCODet1Ra9PKKz44PoKb7cnLF6gIdm9lSEoSzb1rx7pLucDXlzT+PzAkYIRbXGzb+rzPliROyBi1BRlnc9AHBbj527bhlevHmfhbqkuZT5L22Ym5suyTHeC6/WKWo3e0VrzjOs2xVcx4lrHiKKfToees5dh2/aJjGZPLyE/ZKlalnNv9S4CuY857gXgfby3cahdDz4dAIT/WmsNKVvWbEqMZEmhYLd4GX04mdw2UhAmjy88tc5RcGf+zrqskxhthsZlErRjY1TS6YVm75em36B94UBjzkbFiZNvCuqmqslNfY9WcmygzIxE5CRrgyqN62cttfCMC285mW1We73gEKkaulTKgrKs/rqmqI54sb0DTW8QuuDh1Yo8LvjK578Lv/Dp/xNf7zt0ufiC71S7WawwKBEGLDkCzr+P+LIovkM1Pa+VI0rRXgvHvTERPyvoYvM7c6SIyJIOVJFDtAEzXw6RR+99tmbJSfix6YViFwhap04Bh4lMErQpyBWP5LYqkegCsoJuyPACtGOMFnW2FYOJQSMhcbbPQVZYmhhoOAfUisqcM3JZMJ4Eqt2L0cVUr09vXMAyoBhY0grwkewy58yJq2bcv1PKyulaxnyNoitQnZTTvMZRPISvH+hIkIhnJ5CweW/kuDdMJnxKC036gohihEpaBKlk7NvmtkTJCj1vaYurTo0HJyB/FuFUgdoqRMzq5MoXDNnRx27m2VAIOgiCXndclhU5ZdzqhpwUC32Eh/URibIps2dXwLoLtTUoCJf1gtb7LICD6xv3Kw6J0bKNtaP1NsUjQKi2jeMYtjGx3uScp1lz4oTLeiBpoSCO9SF7IkrwVKd/Ye9mVO6/E3Ph+G8TEcX9jnY1M4MzH+kjw6yIVI3DeV2vkN6mVY9IN/6m80Jv2w2tVrfHureA7+NeAN7HexvRNgEOJbC52zMbbyol48PxqYgatSMvCclhDFaFChD0/eCDqepctAPBAPCiEOyepztNV9U2T/EEg4mWaDjm6yw8gxsWKMGQMQu6JtZ2i2QLDIEOT/xQYEibXEErLIY775tPVyCEKjC/P+cdRUsxp9XFKANdBSoJuSyoY4co0GoDcULmBV03KBNGesB49QG+2X4N263jez/4AKMV/Oov/DxWVlBe8FybtZR7g5bFuJBDDckhJ8J7Wxag2R4MjlEgPGdl9vQXIxenklmBDLF8Y0NZj6Jxcs5cuKMiqF6kkyulm/uhkSPD6ojfpTyYvciI9rEXjjIm/8uQOp35xUa0t6SIFgrNTOjNbT/YW+wA4OkYA4rmG64KA8LoIkB2/0PnB5p4pIMBSLf7oklRxyco9ADVDNInLDlhXV970T3QpYM0OS+SsWQr9qIwscIgTWQ4itWz71yMSf4fgn03r76ZChI81NM9m4IFOlDQlHiiRjIEVRwdpDTVtOoJN0LAshRIrRa1qIS+7xjVDlaJE1LJGJ7aMTxrGicBlQFubuPDjLIkNO7ASsAmYBYoNiyJ8XpJSCPhG//HL+Ih71CtoNcfIq1XEAoer6+hQojs4C4Dy3KFjIGhza/j0R0Ii6BSCi6Xy1Q7x0Ej5+w2NgmsR0s4uHnnAu52e/bPZC3VpSyzCD+LTeI5iUJ033dcLod6OmggsQ7GwbU3U8iPYVYu5GgqEeH68IBtu9mhwNFPU5jrvJf7drPOBQG3221aNeUpRrEDmB0sDwP3+/jsjnsBeB//SwZ5WxDAEXMmgpzoCFwXS3tQ30jGGFBXylK0cwAvFnlu8OHCH7wjVZ0L6Wxjuh/XucU8uWIhQMgMEppt5llMgiaJ+6wmjO8lb2faKT3aiSYQWdcV1duomTwHGOot4UPQkkp2A2RgDFfQJkMjTBh5WOJwpAokBlPG6B2cLhjpgo+3jA9XxS8/3fB//87P4+3+Kb45Noz1C0gpY6+bRdqRmWQTG0dKRaAQgAZ0NLAnegSSZIibpVKMfnAs53s6cYhi8wv0MPjlM6PUfyeKSujR9pyq1HHcr/id3juEGPldxDelaWZrf9OQDvETiDqHc5w22kAQh55Ndo+2n70XBsH8Ga0lKDPvmTzNhqgaYrTYRhvvVWRApQPc0NoOIlM2My/glMGpgDg7D28gJcxiIq5NcMtsrh7X+Sz0AA5T4KSHDc+5LRuFd+8mTBAWaFOkkrCcspwnL8xFO1375BPKqZA52vjJrY8KoMC2b/a5B81iMqgOZuFk8wuwQ6BL9lHrjuG2JMyWFLSUghx+nDIgv/p1fHBlNHlGffVNPDy+wkevXkHGwL5vIFpNAOYtb4ICZI4DwU0kty3a991QYW/FhlAoWra9dyAfnL0oGGutCNV1ShmPj68gvq7UVtGpg5WRUz4OT4FWu32OqGUGl2z2Prfb8yz8Yi0TOriD13Sd1IngPEuVyf8r2dYvhSJRmu8RsPvWqiGQFcC+G+pqPMGzibsi5fvWfx/3AvA+/heNWGis4BLzt3p7EPinmWm0imeGKvtp3kjr0YIcMpDoQKRkHCkQURyYeWueZPiweok2cLQvY+MN7tTBxbMhGurQg0sUbTLAEKo+PFpLwwjYQ93dc039fcV7DduV2Jhne9Q/s181lJxNxJASGjWj/BFjXS6oMJuNlDISACyvQMuCTgNf+/iX8VtfZWxbx1heY7m8Qulqth59Aztv7ECVYD6AsFi3WSw70T/yUGPE5jgRPZEX1+wcTh/3LXM+ISjyLcrF81x4F+VSPdDY7LynPrrTAfpsg/kdtPdI5LwzRnOFr3oreSLJzlVkTlAMjKHui6eodUemYsi1Ngwxr0pRxfCsZLsGYt6KKlC1WSsjxBUy26Bx0MilQIXmW12WMg8OooqceW7SQJ/CA8AoAUtZZgGTy8ELu1wv3tYWV2/LRACyCzH/AAEAAElEQVSDghGq1Cioz8W7CQ9WQ9NdXBPF4dkmZYq6+sC2WdzYuixY1RTj3akSIZyJIl1Hh44G6Q2idt2IGVvbwMtr9zgUb4t3qCR0GajjGfLpht/04W/CL715BsjSYiAmjnp8eEAfDM4JbVgSC1NCqxXIhOv1aoUcjmtzXiOEZKr4Y82IYpD9IBr+e7XViTDHgbD6vGitocA4ggBmYogdSq1ABjBzk2UIrpcrtn3Dvu/z6zMOM7wgA9EFYdcjK3hynFOCNEPh13WdRaCKHRwAeGJKtK4BoKPuZifU2iG4uo/P9rgXgPfxnsbR9o0NOVonhgB5JNHoGG7PsZQCEkZrHa1Wy/Icw6OhDksP4GjFRFvrjBZN7gxOKt5ToRdqZHPBPwjuAKZpbLRh4n0TuXJOToiU2PdX96PjZPFzIUwQFejwZA9mj08Tf88yhR0pG4pnl819zHB415ntjBU08Vl772g6UMrFUTQCUFC54PpwgdYnfFKf0aRiu34Ze1foUDApBg3o6B5BFSKXDCJTHcamJ75ZApgh9bEZvbhm8zMdau/z1+Jnzi2x+N1zW9g+vs4c1jDkDgGJoWMu4/CCPhdHoRwRIS9eVcOkW0GkLqbwqUgADfd2HAPiKSTG+VKPTTOUrdcGpQEZFccBxlJf7FDBEN0AvmKMBmZLainlgj425GwmvuIoYuEFdd9d1GKUBOV4zyfPS1GAZRZ/Ea0X6RIWt3Yg4tu2GT8tWRs/2UVCdhFJH8NTOkLkciTpQA/j8hApvcvZbX4IifvFRCjrBYAphbd9n8+WFcxxT/UFbxdq8YNWZDKABNWEnFZk2kHajDrBjGW5oiwXbFSxQfBL3/hltCtQPvgAWgjD6RwdHcTGrytMaD1a48XQd597hqYeZuJxYIvnPLuPZfzsNCYHptVU0E1abzPhB85DXlZ7VoYMi47koz0MANfr1fh3bmiuquibvWYpZR5iz6h6POvR6idy+gLZHBk05vPBnFCr3ad9392E3kygjbpg3OtIKeHESJL8s95VwPdxLwDv472NULceljC2wck8lV4uF6S8WJs30B8FLpd1iiSmT1Y3u5YwmQWcBO9+ZoFmRFuWmA5lpxeC0yjXhR4hCrFC8whgBzDRr2i7nJXBTMcm2rulOcy/iePzEvPkBqacpjF02JqY+lTd2iL59wSAvNhYolCO4nl6unWg1obLNeNyWbHvNxAzqgooEXYQ9rSCPvg8xg2wLVOBdESqXS4XcPcEgwIsywqGKR7PMVoP1wdTNotMQU5c67gXx322wv/cxj0Xh1HETmRK8TJ+Lx3X9+wFaYroEE+oI1x0iHV8c7RWZfHf7bPdb7xMQ0+YGLUOO6CotXNVDgsfiz1jENn9UHS0vjt/lUFglJJwe94dWe5Y1gVbryCYareUFaHgJrd7GWNgXaw12NXadpFxHW3T0QfWyzo/f1wLwFCfVhuUTDwTn+vh+mD52fDDxzCkUpvicr0gKYNSMh6kCzqK2/oMHa6gLfOzcz48NEWMyhBt0jjIDe3epl5Ao9tMIILAhRj+rC/LgtE7OhvtoFZF5gyijNaB2oAPlle4rA2XPiCtolNYQFlW7avv+Qp+bX/Gq889ANcH3FrDq1XdBzG56fdAXguWstrn8SIuDm+13SYf8KywfkFHgB12RAQPDw8vWt5hPZUveV6TQNvmesP2fEc3If4tQ9C0zSJy2tFAZ/JH8BFjjTojkjEH1nWdRXrcm+COGvWhI/GKy+WCetsA6EQ0RVyp7wdMQvgDAnJPArkP3AvA+3iP49wSPNubqGBaX8QCdNgpEPZ99/YMTWuMWJzPRUEUIlGQRZExxsCSFlNLqnEIl2SGuJFWUHI5NtxTosW+71hdZRto0bkYObeW13W1hVwU2VEzZucOsiGZ4TU2hluS8GE7c/YMVAVyNu4YUYKiz8/JKSFpMi6WWFpKa0Z655QmotD7jgLzOHz18AEGr9ByxTeeNgwxW5i9beGVAiLGvm9I/IG1M0cHKcPcZQ70obWG8IohImz7Njel1huyC1zCokVkmHIWB7IXhWsggYESRrsceIkonkegIva7MBQpCmYVkHsm6jR7NvTn4KzZ7xmy4vqNZIULRof0CoDRBw5LD7+XSsBSsiuFG4hWn1OGtlgb3xDdWvd4x0gpY/QNy2UFBI4qmYdebPzGSzQuoqq1NTkd3Nbk9zZMlOcchCl2W6sgWiYvDbADTEn2vCUifPPTTwA4siRmVB3t47AaySmDE1s71xXDqvaMrOsFt9szarU2Z+IQMKl99jEgYhYmPSxsvJg3tTvNFn1ihpBdm7JckHlBa4reGL0Nb1kChrTqFDcsmpG+8ysgFqzXBZwKtue30KsY/7VgGlOLKPqo85pPOgEJiDIICTkVR+MV275NHuDbt29xvV5nW3Z0SxIJykhKaRbAL+YJMUYb82Azxpht81jfolUf5tBxeA2eZ1z3dV1xe75BkmBdVms5++ueC/A4NKzrOqP8mBmPj49mN/O8YSkZI3KBiYzn17tzjRNGd/oD+UJ3H5/5cS8A7+O9DKsxfMOeXyOYKbLxdLp0ZF2QvJWSOL0o9NQJ/EpA3fe5UMXvU1GI8MzKPf/eEMtqre6dlnLCtteJ5EWrJ9pWCvPjghhHDCoojhY1L96EDkPdEJdQ8JGYzcKCCJSsvVfWyCG1Qo18ER8yDoCATFAQG71x+swkF2mB6PACwbJoCZaXnPOCvYVSt6DLANiKMILgNjq+oa+NoJ9XPDw+Yt83jEFofWBZEnK+4rpegedqvnZEGLB2cmSDBlpxVu8CODZHtsJR29GmBKzAAQz5OJvxBqIYrfpzq/hc+AX6cVZKxiYoXlAHesgpwer1iARrp+La5mDzTVDUbG/ic0AVCWS8MVdDygBIE0YzpKQNS4aJ1n1mxhCxSLPeUKVhyRnIjHFr3k43L0FV8/8DZVfcwjwDs83lTIYqm5BF0HejPpTsFXeCt8PHFBQESn1OuLGPohbR5oeXnDMuD6+Qi5kiDzEkMoQl08yYDm5fRKP13lFbBdox5y02zxHQRI700vQ1TC4ead34czQOexWQI+LMkGGq6S4M0QRCQasdlBhKCSoEkgShDF6uGDdDNi8PCzQBIyd0WrF1QR0NiobL5Yqhli4yOoCkc+1hToAYuh3t4H3fcb1e8ZAepohsvRj/UTQ4lG4C7py+2/MNr16/wtu3b2dBDgWGHgghgBnlFkh2XNvWmhfV67xfkVLSh3UjBg1v2XdLBimHh+DZIiY6Hu8eDqKd/er1Kzw/PyM5+mcHAoYE5zMQdShq36dS/z4+2+NeAN7HexvR6gWC5O8biQiIS+gqZu7vkOGbZLLvBQKXEx7zg23oIbRQdd6cQunw/wMOLy34ZpdTwlIWMI7kCnFESMWzQMmKAgZQPMMzUMvsyAVc2HFuac92mDQQE6ov/LGpppxNWauK6o7/0S4q7sIPVSi/5DOKDEvRgC3qkdtJbGbNxoHDRN5ULQOWAKRcsD58AZfv+E14e3sGCRmnMmdQTUhpMZ6iCEYXXBMB0rBeEroevmLBOQIOFE5VUbi8KMqi6LOiTF9sVCHWGM02SYJl0QYPM3hOsdnGdQ10JH4uUNRZNKZkCJSoGz6bqXRidjK9CW9aM25UzDF2cYKQZ0EzQ4QBsnnQtEFGh4mTrZ1pSu/FDi/uGUhs6BeztZ4D/cx8sk6BIVIgYNt3V10nDFXUVpEog1SROGN4Wy6nhNG6IVjMQDpEFIkTSI+UmbjOzCZ4CE9MeFH45u0TxhgoS4gxzkg75j2Kax5Fz/TNc85tJEaklNyw+EBwx+l5iyzl+PvZeXCRdNG72PVkU8qqo59te8LtiZEeV1yvr/Dp8w4IGYo+BFsbeCwE6oIOxXMdqJLAy+rKdeC2bUil2M+0Me1YjB+rjlAequjr5erK5IMHuCyWniHdkmmCWxlIcozXr19PcQwIszibKR2unA/fxTBTL2XBXnejG7jTAcgOU+dIP2KCtCOl5awKj0OnimJZl0ljmf6Ozm2cfMUxQIkhrXt6TJ+G5oBOT9Sc7zYw93EvAO/jPY/JhzvxwNi5b4UzRAae6zY3tFb3adkSC2StFV5ROf/qEB4QnxJFCr8oVOBk9THM7yxitILsT0QAGycmbE16Cy8+49RMsQmZxcTRivTiVt9RO7p/Wyy+sdm+i3aFtQvgHoQnrmQoS+2ELrMg5iDPWwkDABjdiP86jDTPrCiXC5AUFQReLuDa0FpFocWhWYtBu3jkGuUMzorbXkG5GKfxBN2e0bi4toHMnZXNIUyIz9lamxzLaR1C1jZW9WxgxTT8DmQwkKgzKnhGh2M+nRNBfLJNZXDcgzhwGOJ3FEJJGT2QG2YMhHAlYVkWtGactiD6E50KHQgYhNErwJ7j2rvfm8PcOacQHXSI9MlFy4vZgBAYvVaoHJt1Su5LKIq8FCTKU7EKHOrqMYzYH/fphTIUZKhVtJr9+thhyNC9yKptszjrL14n7t9ZzW08RXohWDlb9MTvATgV5va+4zOo+9YNsUK63T4BtU+AvSA9XMAEZGIMGEd32ypaB4YU9GZrgfSKXgmqJrwoVKBaDlN1OmIlQ/U6ub9jzPk5rWqcRrLvO66XqyPIRyYyAPeNxFSQExG69tmuj7l7VlBH4VZKmcpjJrbnVQw5nTSL2pBLnutECEZiPWBmtGoFpajMKLh4DibC7s9S733+Y9ZRgeJ2gAnaXZIOO2is60uV/318Nse9ALyP9zPoZdF33jAsFsoWsMt6MasO59nEBpJmO9MWSVaYV120mtR8AQ0ktI3QDJL9b8IUiMGRi9i2JhXwNm0gSvE7YwyQF472vUC6xDfvI+4KcG5gqE3diDXI/EHQDuSEiQE+soI5NiQR1GoFkbWB/BMxAx7PFTwgYlO9cjIyfUICCyPniISCoU+c0DFQVXHbbpBuG8a5H1/3DToV0wxwwbo8ALRA3KQ6zJSj+DtbX/TWj9af8x/h6Jq6KKaUMkUiqoreI/osveAHgo4ElfBvBI528Rhj/t1AOiwd46Upsr2uzJ8/t0YNjU4IY+7wDTxzO8OIJ36PyLKH4XVnbw3EGaQCTQyBiTgyZyTOWMqCvd38d4ExKogrEg+AgpuYrUWLI/GEwAiTcCJCTuS/bz6Y1rLDTK6I31VRDIzJTbPCalgLsrdZFMQz2Hu3BInEL4q6uIcRiRefXVUPTqxnQp/bznE4On9t2jLp4QEYCSDQENZkiF8jbRtyfQuuV6TxAZZivMPeNrTuz10HPv10g+ridjKCkh8wuvMMs0CGHYxKLsYfdPU8n8RV58NLrCvBs+TM2KtxjyMlJK6bzQp7zZKLHVx8rp4L4MeHRxDTzFueNkhONxCVifQNHMXbueg+H55MCY55OABZnjFwfM3maIdWnfSA+Hd4FwJArw0Cz2R2jrXNGUVvDXGGuo/P9rhPg/t4L+NooR6DyMLCmBjs8WWj2yldoBA9zJmjsDovwrGAt1bBKVnr9sR3isi3aEsSCMOjmIjYzGVzno79gZYEOrCUZZpSH8iSc8b0QDLi9WOzuFwuyCVP1TBwcOeAg+sDYC7QT2+f5uZRSsayGDfoen041IBsRP1AVya6JBZbJqMBblSsOrDXmyOeA7kUlMWuxeVyQSkFT09PExWZHCdRDBCqAK07pw7H9YzNa9rmeMs2iPNx/Zd1mZ95XVcrPtw3MdpW1+tlFs2BwJztYKKION93IsK6rIeim8zX7Uzwn3MmUN6cnId3fC/a+RMZDCTQf04lEEKehRORGRIvZZl/e6omdQBMaL0ColaMg61ABEOkA6RYSgHQYbFnZlgdhwMA02ZnDPH5lOz6OR+xtWbFkwsEACuqwsNSHN2MuX+mEbxADqNlTCf0HDQj4ULhHYV5HF6WYm3GKDyieIIemc1xnV9QAfzQlHI6uJuO+plYhDEGIHtHGYSLMvanJ4x2xPuRwnKDlQBk9M4AXbA3QUoLnm7PiB8+WxRFoc3+nMZzNm1v7FGaCtqgUZRS5loSBVTQGIqvHXvdZ5E8r0esS6eYtWjLBrcz1oExxkwjOXOJVY173FufAqCz8Xzck0Akt32bmdAxx+2eW8Fda52FXqxTBKBH23vOgXiu7lv/fdwRwPt4jyMWn/MgGF9Kpt9WRjQ1OVnM1xmhCMViwtHCibbJNGX29mksiP6H0PY+49iMf2jfa60B+WgXB0q11x1LsvB2fVGw2Ws3HXMhjhEbsbWeMLlTYStz/vlztNr14WFy5kKRGMjau9cuNpjhG0wU0iDCul7ATOAE3zA6MgOjVWgb6K3j8cNHvHn7KYjs89AQ3G7Pk/fVd0VaEuCbQE4JXY6M2Cja3uWOBXoq4xDeBBIaG1/rRxux9z4zVkcfBjy+Az2cN+pW20SS13V94dlGTBhtvCjWBFY0xO8ED4zc5sUsRYa33g/kkDkhZ0UfR+oJgFksN20HClkHSmYwnGOWE0htU06UIeP5oCGAoKhQhbf9vIXqc6q3hryuuKzrnAt9DGjr1pLza9OH8c0CAcwpY13WY47QgUYFGjc3fZ9/odaOA0i892nf049ifebbjmGJGP48xuvWVv26Hc/QpEWcHndVU+mKUzHqiAg9goDQ6sD2dsdSFdcvmKhDh8xiZIyO1qoXLYT+ZgfoFXJKuO0bWmkArHDKybwgy1Lm+4zDShTXACz+0IstENxDkF6gznGQiyK41oo1rfN5iaIrpTTn6FKWeU1i/gbCF36j0mSi6GZMTZOTHElDcQ+iSIv1BTgOC8UV7oHYRhSgJdIsAOwAmYtZZtlBQGYH4PBiZUBorqP3cR/3AvA+3sv49dA//44t8Epzw0rLYu1DbyEl77mdUQxroxKYF5xfWkQw9CjI2q2hj4FlKZP/ZZuBgjhbWDp1gMhUgY4aMZGZPKui7pspe088nvh3oAznr5+5ar312Vo6exMGahhFFJG3eWH8MmXyaxCv5S3KaD/7RhrXhJlRUpnJBDkBn3+8YM0EQsMuirZv4BAMJCOpm1EsYVkeADhHKSUjzq/2+YeT5mPTj43qBXLhiSejjblR5pyhSec9Cz5TIBrMPIuHd4UfZ3Qm0Ilzrup5Hs1r+C0iI0IYWgwLkJ6Fyfw7HApwgIhBrCDf8FkZBnh6zBsnpGQGuiFkMAGlQJQmTzE4nbVa5FvKBSDGvt9gUWErmGxO996h3JHzCtKwZEneLpcpVon69HK5GO/MbUhmEU6YViC9dxM1yMv4vDN6tHqR+S46SDh4q4ZuGsocBeOZ7hCcwHOxdEZGg7s5i4sus/iTWXw44q9AyStYE6R2fPrNX8P2+jX6ktC7mxWPBogXkoOwrAsICbms4FTM9y8XCCwrO/wMxe2ASinTMijQyvDf42QIaIi1Yp4T2z9mYXP48s0UIn8mp2gsHero81w821JFqz74rzHfw6swUMDazGoniszimb3n6x2K/ChkY30oS3nBucwlWxKKdziC8qAwlFkGY4z6gqd8H/dxLwDv472M8yn8LJqwxQi+wVpUGmb76LD6mJmcOKd0qKdhRFFhCBTry783M4KdN9f7QCZGHR3sEVw0FELdfMSYASZksqIvrYdNBjlC172QeVEU6SGGmPydxI5wHvmdKoom7QV5XsW4hgfKZ0WVFUwd6tfI0DUTgxABbcRG5gUaBEtekdoNX+oVn6Mb3jxe8LXyAS7Ld6M+NXz88TcxhJDTFUrA7faMdVmx5g8BFSwlo2PFULOkISTIqU18FiCc0c8QGAQfKe7XGbkMBOXcSgu0NlpjTCd19hCAD25eFDMdhphMZTAf9hrx/046s2vnxcy7XDX7e4agWjfXS0YxE/IEhiChdoJoMsUyMD0lEyVACCUVdFH0sUHRsdCCUhjVLVBUC9jbwqMxEq3IKUGEJsdUfZMXVXSPR6yO/uhQT8DhWUjHdZ28SOdCRsRYFLrnlmwYPPfWZ8E6hTveqnxx307I1bw3pwL8fIA5q7PPz3wkVxRyE+YZ1UcQuJcgTAT0Hb/5N0NuhF++fYz8+gOMlFC3N+gqoJTtGnoc33arWHLBZX1E4hU5XZDTBU0y+hDkpXihRkiU/DBmB7ZonwfCSUIHrQA01bQiztMLZPpUINZajfqgh9VRzOm4F/ZM0vS3lCGT8pBzBnWL7+vuERqWOeHFaAbdZa4tlrXsHEJxBNGTPQgu5jiJnsLSRlUBR5yt0GU0T7cJqg1zAlP3NKG7Cvg+7hzA+3hP40zQn1ylKMoI0zOOTiT36evm6FOQ/qOVZTwtOjh+geKcWl5nC5NlWeaJejrtA9MLLPKAjzbTwdWL34vFlBPjerkCcGL76C8W5uANxWZNnoAQKEMUIMH/MsVgn6rEMfqMgzN1JyYP0kj0x8atrl69XCyKa/QG3j/GF9eB8Y1fw+OoSPun6PUtRPbpeUbEYDAulwc4kQ3SO+r2jFErdHRABggHehctrTNR/Txiczy3A+O+7/uObdvmfa+tzhYlgMlBOxcsgfoxMUouL6LnzohfFOMx1+w6mdAlcpiJabY5w9cwUl2Y2eeCt8egJ84VpnK8D0HY7kR7EMC00wDRFCB4RTk5WOZPWZC4GGeuHZFjoQydhW+g4eyWReyJJ160hdl2zOP4nTM3MK7t5E36/QmBSNiURIHXWpuK7PChjPczVd7e1j9zKXOyAqaPoyiPv3uo5uOAYqO1ChNTqfllSoey4v/4xtfwy0+/hhszRloxKANcoCBAGftth0jHbXtrz4QoPvjgQ4uOywWKgZQZxEDOjJyPw0RZDF2rtb6IhDzTCKKFDuAFyhcikPMh1hBFTB6fqgm3wk4muJFENFuvwTPs7VDlnpHDlIyHPNv70ZaXl5nVxyH4EJsFzeFF4e/IZmvNqaP+nmAHHxkyOwFxkLZkpXsL+D7uBeC37filX/ol/Mk/+SfxhS98AQ8PD/gdv+N34Gd/9mfn91UVf+2v/TV813d9F67XK37v7/29+Lmf+7kXr7HvO/7sn/2z+OIXv4jHx0f8kT/yR/CLv/iL/3+9r19XyGHf8HYRz40ofqa2aoskHUiHyLEIMicn778keIsY2jE3JF/UZmSSn5KDQ1NywesPXs9CEYB5l+EoZGKDg+JIvXAF6lm19y4/bowxNwYDUF6StePfsdGf83/VOWpT6YoDETMLj4Ftu+Hp6QnMGRAgY0DawGiMT77+KUgUbVTwaq3Z56cn4xnCuGdWVHYAHSURzLpwQLVh9GaKZBcKhLVL/MNsPm4ll2/5LNEKjmL4XECaAjbNVqFCp3L1jDJG8TlkzI3zJdKHmeE8W5nkcW5qn294BN9xCEnzfcehIaeEdVmQpzio2NyKz5GS/ZMzLpcroki063Bs7iBLt2itorVq3/OCU7T590OB3FE9gaO3PlHiuI5h7xFz7vwMnQezFcjn5yuEC8w8Dygx53POuKwXQ6YcVQx1esz1EC0FmjXRXhdMxH1MLlQppcxCJ37vjLgGL3SI2euIxGcQU0Wzonz4Gm9oQB9eYdeEXQhtKEQZQIbCzLdTZvSxo9YdX//6r0HE2ue1PqP3ipRotuDjEBjvoZRiSKYccyy+H/9el3UW0imneXgLZDBayBOZ80PpuT08ZMz5PM2Z3RMyCrXIVQ6eH9Ri82LMQx5ObWS8tJ6KzxVzIziMMY842f21Q4DdgzYjEhOWZcX1epnPwbquLw5X9/HZHfcC8NtwfPzxx/jhH/5hlFLwr/7Vv8J//s//GX/n7/wdfPTRR/Nn/vbf/tv4u3/37+Lv//2/j//4H/8jvvKVr+AP/IE/gDdv3syf+bEf+zH89E//NP7Fv/gX+Pf//t/j7du3+MN/+A///8QROW9MZ4JxFH/E1goqxdSvhrQZN2ddV4Sx7rHQBafpQHPiFcewQkFFUXfjmEUBEcXIWa2nMLRor7tvwoYA2SYh03blrGaMtnLzEPV43ShIAqkLpGAiNRSG2DqLptgocULCYlgoO6G2im3zOCovvOzHLJIsJUYuK9TTJp57wv/rV76J/fGC53QBls9Blytu/p5sIz7z9ey9kXMQiYCcEyI544w4pGybS0Tkna8L+30kL1ij6Ip7G0VgoEzngiGuG4DZQj4jGYnTVLee51DOeaI8816PgZwSSs4oywJmi9UbvU8ENoQ9VpiYF90RIXcUDTQVyo4Y+zw00r0jjQhrEI8CGx0yximrmmY7Nf5ubLbZC69o+cfcMR9BTOPgEBIZWqkvVKuhvn6hWPdLEvy0EH8cKLMhVyHCiaKlVUOLmBjLsoKIcdtuMwv3XHAEny4Q/CgKmUJwMSZtIRTA2Q9nU5mb2Ay4MUCXFW19QEsXVCX0ATAt0GEJKkMU7N6Fqh1DjpapaHA8z1zZMJLX+bm7zwHzZsyzKIQrmfd9x227Yd/2ibrH5wllcMzlmKtnKkS00+O/gUN1Pf3//DAVXYVQCVsh78kverz2ud0fqHI8k2fRRnzmyTdUs8ZRzxJPbnLPbJZGvQ/UumPb9vn72VHI+7iPOwfw23D8rb/1t/Dd3/3d+Ef/6B/Nr33v937v/G9VxU/8xE/gr/7Vv4o/+kf/KADgn/yTf4Ivf/nL+Of//J/jT//pP41PPvkE//Af/kP803/6T/H7f//vBwD8s3/2z/Dd3/3d+Lf/9t/iD/2hP/Qbek/vFn7xNYibwYq1o2rdnWxvPnZRKJytKuJ3z7yvMczDStVSNAD4xuuv4RvOFGI4lw+wFpxknadna4U4V9ARxDBhjc0iigARW0Anp+e0+J9bc4FWBZLS3Yk/3hcxe3HnHDMxT8MxjG+mErmfpgJVNXFKxJxxSgAzclmwpgs2qvhkDFC5Qh8/QE+PuILRese1FFyvD6hbQ9dhkWCqU+igRGhjIMELNSjopOYN/tg+jk1DROZxMVCPeZ9xcO8mKhQKbRcvMLFxmU7Fhdn2DHS1Intugie+YNz/sHk5b8Sm8rViVoPkBzoKknT4FWY2WwzKhNoAcYSETxsrkZlEszqiOzrghwlrl3ZQ0tlKM8RHMUYFczFhEYymkLP5/Fkx3rFeL9BhPpU553mNU0qTbxjFy9leJS3pBWcv5nokQwT9IAQcRDQTKc7PZCiqiQicDWVrXZBULDc2pekhN8aYPoAxzsKeaC0DePGsmDrffr7kjNu2oQ1LrbGCVNCFIOmCZbmCwBhtx/b0BBGgD0BIUWtHIOjAwL4/4xP9Jl597vN+PQWJrWAkZqgcc+YsNsoe3Rc8PWLCw8PD9CkM6kAcRoL/GEbmzJ64sftBKgonOkQdwYuMgtQ+e5nXXMML8qSMj/Xicrng4eHRbK6YrRvhxd+6rkdheKLJTJNot59ZlsUoJH6No3vQep9rYEoJnZqvmZ40NA4U8j4+u+OOAH4bjn/5L/8lfvAHfxB/7I/9MXzHd3wHfuAHfgD/4B/8g/n9//7f/zu+9rWv4Q/+wT84v7auK37P7/k9+A//4T8AAH72Z38WrbUXP/Nd3/Vd+G2/7bfNn/mNjHPL6oyuBJKSvAha13WekoNvFMWEBBrnytg6eTxGjo9WnSosNs35PGcuWnj9TV9BVwheLlcs6wpVmV5+pRRXBPvp31ucwS+8XC54fHjEw8MDLpfLRL7sQ2IiMLFQjzGwb7upJx0NiXbzuTVX8pG321qfSMQ5Ug2INuYhPoHze7oMpMtrpM9/Be1zX8D44CM0Eqw5YSHFw8MD6r5bVFeoQ2EegG0MdFEs6xWcCnJZAU4TXRpjTD7jmd8VHozhI3fm68VGGtdtKcZ1izSCaJ1H8TLbuokPf8bTPZwWzf7zZy7luQhKbCkL7P8uOVs7b7U2bymL8UEDQfHNXr1FGTPW3qN5o8WGKzL8/62YDIQQMC/BlLK3DYFo5YsMa9ETI3ksWlkWE2V0K2rGGKbWpCis/aDi1iIhsJn2Is4JnAIGR3DssDNmoX02Io9rDlgxMbmAeNlKDJQw7s9ZoR33JdCnKEDi+/P9negeqorFvShTPGPLFYlNIKMCSFdQugBgJABJgSVls9oh59bmK3JaUcpiaCopliVj3zfstcKyqxUiilYHetNZJMdBLgouQyTjuTooJkMGajXUXVWxLqslc7hgIz5rWBkBL4s8M6T25yYd1JAQlcTzfrlcXszdpSzmI5oznt4+Yd83QIHttmHbbnh+vk2kMtDWQOCjCxFzNu57oKCzAPWEEfYIyrNoimC0F75Hwd0H7gjgt+X4b//tv+Enf/In8Rf+wl/AX/krfwU/8zM/gz/35/4c1nXFj/7oj+JrX/saAODLX/7yi9/78pe/jP/xP/4HAOBrX/salmXB5z73uW/5mfj9X2/s+z6d7wHg008/BfCy6HsxyBehUDGm4tYE2VvDBOmhtuXZ7iPA22uCnMg3YkP9Ukko5TIX1Vgo1ZE3O4G7Mg+2WFdYMZkmZ2pAYC3BlLK3Rw8RyxRjnD5T2G6UVF4IQs4WECWFVceYn98QMZrcwNhw1mWdRPztdjP1YMqgrui9mlk2BH1sELEYMoWAkqCUBUOBp96w1A4iwf78FgrBp28+BfOhqlaItXuFoEgQSmAQpLtPHZ1aTTiECDEi5SGKkODynVM/ZjtqHLm/gdgNGbOVOTesnCaaEptxFDZn42gCAclb7icqgHFAFeIt5HgfQ8WUuzBu6eRtyZj2JIrDv3H4fVH11/DPO0aotq1tDvcTJFIg0jj6cGZjR2K3P/HPqgoMNRFDWQqABCIvOj11JdqZSy54vj2ja59cu3OhC2DmSXcXoEQRxu43uCwLaq0vrEOgCoZlJhs6N2YhL3x4aEaxwcxIxNj2zYveNBHxGdV38tiLTFuo2meFcc9k2HVTACwDUEEb3QyeKQPCGK2DNGEIo3ZB7TtEyG2GopVr8/P59oTL5TVq2pAK4bJkJC6oY4CYUTiD6RD8nPlzqsbHA0xxPtceH9E+7bADZUQQkhofOCgKcUgJ5O24xod3aRTT222b4owp1PH5HwXq5G72Dko0Dwnhf6miGGzUAk4vLXniWZvcS1cgtzGc3nIglKrdEUE5EMK7Dcx9+LgXgN+GQ0Twgz/4g/jqV78KAPiBH/gB/NzP/Rx+8id/Ej/6oz86f+7dYux8Wv8/G//ffuZv/s2/ib/+1//6t3z92GgPlAYwGlsgegcBnacoQFVxWS9TCBKcHUhYhsSCziiLR8IF19AjmkQsHSG7wIIJWNbLibsFKB9/d4h7CTqXq/XdkAs+PNWAgxc3xpgE/NhczqKRIHBHm4uIkJnRmnGRsm+u4hvovm+zpbZtt8n3izbd6C/tVZgVYONGjf0ZmRKUFizXD5FGg4wNjA4qivXxir4zah2glJFI0cYzhrerlvUBlMy3rqRo3bofYHCd9LD9iDZgvN9oVUbhzcSzOBEPvCcmPD8/I0k6EAsvMsMYOlqXhuRZegmRtW8JJo6Yr42DEnCeY0PG5OkFby5U3zrkxTWcxamI8fq8FQ8ln6WODipA4NnKNBRwIHNBa3ater8B9BFUw5QaUO1Qcg6rEogT+hCkMaB7BZBBSWeR1VtDydl4WiD39bP2JmC+bu+KF0I1HQcwFYtuC1QwkkRaa3h4eID2AVoWK9TYPDJJFa1WdD1aurOtrApmYI1ECzEVviGbDOUT0q9WlNZakYitwAxuJbmPpQywc0wpMfbe0UQhfYAWQBSoDVDO4BQKWfdeBBDLwMPjK3ACBA1VNrR6Ay0X0Iy+GxiKiVjOdA4+5VN70ZeSXb/L5eJ0kuOgk7LN51iLyA+vk9NHBx9TToUW64GGGgq6zM5CcBPPvpRhDM3EuFzsIBuq4JinEatonQx+0R2IQjTWU4UCw+a9nLiyy7J4IT0cWW52ZNOjiL+Pz/a4t4C/Dcd3fud34rf+1t/64mu/5bf8Fvz8z/88AOArX/kKAHwLkvcrv/IrExX8yle+glorPv744//Tn/n1xo//+I/jk08+mf/8wi/8wvzeuyKQ2LQ5MYiN4N3j9Oktx2hRxeIamzoRubJRHUUb2G63qaab7vpeqJCTnmPYiTnPzS1aXCLywjbkcgmFHE1U69yuDFVwc2PgicwMI9afuWspmaLUNkdG8U082pjD3++yWCt6Gk27/9v5hB+bjw6BgtGHGnqVLElFQNi2ap85M0ZWcFE8vrqijQolxdCBNkyV2iFOEKf5t6AhOMDcYCbyxu+IeeJ6uBggpzyLvrNBcHilXS/Xqe41tMyU32c7ndgUFXpwIJkmN47Yla754LOdeYLR7jy/zwONhesyophPyLkgeXRdFPsxT00AEOpw/xsp4v4MbUzscXPJMojjfR6DwbSAqSDnsCLik4DCDihEZhMiat5/hvjYHC2LoW1nNWprDa222QqfSux8zJfbdjuyg9UsaOKelWJK6OztxHMb2W/AizkvLpYZfljpfXjBcdiRnOdHoLyBIBO8GBkWO6jM4FKQyoJb3bH3htv2DJF+QnsJve94fHj0QvCIfnz79g2eb09IiQ+rJbj6Nyxd/BC4bdsLRH4pyzxEhPo8sSV6xOdA8G5dNVxKwXpZ7f6d0EMRnSItTodSOJ6PlNKkP4QgLL4/Oa146WkZvxvt//AZjGcheIlhLRPoes7ZjLJ9boVwJdJDRHWK2+JgFJnU9nXcx33cC8Bvx/HDP/zD+C//5b+8+Np//a//Fd/zPd8DAPi+7/s+fOUrX8G/+Tf/Zn6/1op/9+/+HX7oh34IAPA7f+fvRCnlxc/8z//5P/Gf/tN/mj/z6411XfHBBx+8+AfA3BDePVke/6tQL6jGGNj3fYodupsdT2Wff1/lOIUTEUpZDsWfK+HMJqXbhpYikWM4stfm68Xrx+/Uvc7/bu7XVkqZPnITbdLDDuPcWmLf2MMzzZTJzXlmHa02vIhgghWo+75hDIuIi82ruAVJ3fdjwxALvJcx0HqFQtDVSj8dDR+uDR/SDUt9iyICSELWB2glPD5eQaTI6cjuDR5UFKOhGIVa61vl8DXro89C+4x2xjyKAjxeN1DQUB33cWzsgWi8W9yeXzMUsHWvs0UWRWJYwpzfO3AUnoEshwAnUDJOCZd1dZVr/C1DC18eAvj091xkhHNbWwAwFIShAiUr7o3f6NghEXhmAqu3k4+W8hm1rHX3Io4xvLize2yfM/Jcg6eWnP86EfQpcrGf7a1PPl743wUCFa+zbfucuzkXR6NPPp0nhe/wAvDp6S3E7U0mv3Wvk3dW6+HxGK3QQz19eBaG4Oi277jViiGCNhou1weIDAwxGx1OViAPN0VPLuhKyRTsvVU8355mpBsTOaI+ZtpMrB9RjEVB2Fqbc3N6JPaG5+fnKRAJ6oGoTCui7bZNJNAOCIcTQHiNxvcClRsyXhR48TO+As6fi2cGwDz4AuZlmFPG9fpgKCMZjSCEV5ESc/Y3jPSS8Bw0+yWeAhXm5HQG43GUsuCeBXwfwL0F/G05/vyf//P4oR/6IXz1q1/Fj/zIj+BnfuZn8FM/9VP4qZ/6KQC24fzYj/0YvvrVr+L7v//78f3f//346le/ioeHB/zxP/7HAQAffvgh/tSf+lP4i3/xL+ILX/gCPv/5z+Mv/aW/hN/+23/7VAX/Rsa7wo8DlbFNt7c+T+KxgMXiCeDg1PggP42P0ZFyRigqIwsWri4FbAGtrYKtj+p959jM3a4kuVpPjsxfuLqOkv2t1hoSJ1yvV+xejJ2J7rP9i4ODY+9xzE2SBLOoCHK4DCOGW7vyMA5OydC/Vs00txSLu+qteZSTAOgADaRMqGNHJkWRCv61X8QHecWOBzw1Aq2PSP0K1R29PYEggIpl5aqAs7VjOTFIcGxOgeTQYTERXL3k6FRv/SiYThxBEQFcmxLXtFZrnwXHL/zR4jrNFtqpzR5cvylgoCPvFzjU3jHP4n7MghJH234itK3Pzfs8N5mTqcm9hQd9KWKAwrikJ6WoiZgW9NogQ8GJQIkxhh1q4hDDZHZHuVzA7CKfWpHWdRaCy7KAhcCJnH+a5sYcrdM4NBwIkWBdV/Th/FY62fZ4As3BDcMsQpgZl/UCkBXucVA6o2bn6xP/7n1YC9k//8o2D0agV16QvHzmZaKSMmRyEu1RJeS8GPrJGY+PHyElRuu7t/0bVDpEzEIpp4K9VpSyoJSEZSlY18v0IQRgXnopo5TFVPQnzmQoZadowlW7JRvPLuxhiJ3TxzIPeIG2hW1LIG5hWA7CCxTW7nEzLuRp/p3vH4BZjE2qjFvz9H7cEzs0nhwRiJDJUPvRPQbPPf5KORD7NhoSTHAWyOYxn42byikhaQI1MlT6/zMT6D4+I+NeAH4bjt/1u34Xfvqnfxo//uM/jr/xN/4Gvu/7vg8/8RM/gT/xJ/7E/Jm//Jf/Mm63G/7Mn/kz+Pjjj/G7f/fvxr/+1/8ar1+/nj/z9/7e30POGT/yIz+C2+2G3/f7fh/+8T/+x++0tf6vjSiKzq26WTjFhu3Ed3auTaBT52IgTFfVw96jZaMkjiaa50fJ5WjLwhb+pSwAH9FWMgaUZLaQp5lwHy8C4aMFRiDsbX/RWkts7csw3T0T88+fl4nBmVBSds6jpSIspaBqtWIoF9S6zw1ijO78oQzRgS5jFiSRogAMKBrWNUO3DTo6ilSsT59Cq2J9/SHG5YKnNCDUkQl4vFyAsaE2BWQgcwI5QjOGYEnRInNj7fTSNDdI7rM9lw60gJiQOU/0NmxWRCzXNqeMpp42AbumQaI/eKE+R9ykWEQsgi0KERzJJGduKRSgcqCG87DBB8l+tu1TcfQwUN+jhW+tbFOhDmZIFS/krAAhdcUkOxdwJtUQmAljbM77M3se1gQogymDecXoQPEWcO8m3Ci5eMvSXiM7/y+KP1Ugu0r+hap83194K4Zhd8zPQefWq/lJEqKYE+dHmjffEFPZB4o+24VDrHAAuSUMW4Z0ThjNeJPEDPaYMk4MaYcvJCeCTCTdn494NsBxx5GIMVqD8ABQQMQgHCKenNM0Pg8OYK0V/2/2/m1ZkiS7EgPX3nox93MiIiurUOgGMN1sIWde+SX4KPwDPm1E5oHzQHJGWgAUqiozMuIcdzO9bD7si5pHgTLNmeDDIF1LsjIy4oRfzNRUt669LpdLjfmj9zbp6/JKEHI+nKuoQxVLCKTfrWCc1iEwgYt5Q5ZSgl+ZJEUrfqMNs9nBMZdl+mxzzV//bD7tXQv/O0c7Qki1bRtEBNfLVb1Je8dxNHz69DGKv1JKoN/eTk6cMI3LHNcZenj2XOE+OqSvA07vA0drGH0lEfFJMfwcv+7xLAD//3T8/d//Pf7+7//+f/fPiQj/8A//gH/4h3/43/2Zy+WCf/zHf8Q//uM//v/8efyw+4Di0SmbldUaYtpiLSIRr+QLt7eHIapUS87lYYJMskxXCRK2t1Oul6uhA1MzXm0BPbek2E7dwDLaVRQuhYlraw1129B7U4sNJo1LGwPTOIYpKRpJtIQRRAQhU/5OQWK24kowZwOR+h+anhTA4lzpNZuxmDtHTKanKgzM2TGkISWg9xvk/obflk+onEAvH/D/fP8T9m3i4De8f/kKYlMxykTNCV0mai5qQFusQDXuoKOoXjx8a+3hm6n/2tvdgeKd0CSNQ6MQhwQ/EIR97PF3/R44N9D/24u9MZZaNe6hb7Kn4sc/w/mzKi9x2HxUHtu5ven8qeNY7fZaC8ZskMOL2WEFbcboDQQ2A26LgMNq/YpMI/uTIWAVGQVi7UYgK2rTO8jnWe/ofaBU5Ta66t2qyihUvJippWKOacWdmkt7kQ1r24MQRXscSuAedw2cNAUlWsVWwDsPsG5aDJJAPw0pJzOnZEWrCipGH/FekbgzdQ77/dD7ZvnMgapKcE6zCTUIKjphSZjGz7vvtxDqeMWkxZ+i4MOi2IhUATwmgAHkuqIMa6kPtAEmDo4igAfPP2/LelGXUw6EOzwF53iYu762JUNGSykP191b9y4U2Y/9wWDbaQ6+Xvrac3Yd8AIzpRTKb29f+/tkM8zW9vnqhswx0aZGF5aidkS7HBjDDuOnNfo5ft3jWQA+x3cZvqSc+U7ekiIhjKbxTfNooMSglCBjqWpHH6C82oucM5pxA/OJ8+PIk3PPzuo+IoHYInscx0J8RJCKqnyP44jEkIV0qqeYABgybMNLGG3HuN+wZUbKVQUYU6xoWtF13rastUIi7muhqERYVjOOUvQRxq7kSkRRG4zDuEQyBjDVEuLedvT+jm00/La84mP+HUZ5w3/5T/8Jf/pf/u/Yx9QWETJSqejjQCqM23EDJ8at3bQQTm7tkaHI0wRRCqTE74cXW+d76a3aPjtGW9/b+XcgI8uLmkafbTR8Q/X54W1lV0U6KkOkRsV9rJxb51359TqPsMLwDd83SCBQPjVdNiXw1CQYVw+r+tkOBolAXYsZYuh9oQkVOQ9kGpDZwLhiHFZAWHpFYqBTB80bKk+kOZFogksB2NTUE6BptjsCtOMINEcApDGXr6GJiS7m15ZricOQF91qVwKwiP8Wtm3D0TXpYwKYBAiroEpIDy6UEra8VKtxv604Lpdkh5mJbkbRe9NEjsmPht+O8AMAxoBAC9XZFTnU9q63hxkiHSmrSOhoDeP22VAzUyknIPMExkQiVtNqDNTLhtHfNAM4aUY3ZQLPCpEjRDTMWuy52EhFVhyKWJ9PLsDyw8OZQ/ltpKF+tRF5y85ZvlwuYCwuHkTXj8dC2FrWx/EXKSEyl+L35eXF6BEJwKKXnA89baoVTK11GYYPteby7+TCrO1yQd8P5exO7SYwEUAMTk8PwOfQ8SwAn+O7jDH/0lrgzC0i23zYFtWjLz6YDyc299HDANVPzGfUx0/lJevJu4+ubeI5Y7NxDpSIGMl+WUOcCx3AilcRZAaO+w0ELdgUiVAbhf19ANsFxJq36TwejaiawekpnEAnHpCiOoBYAeDCFEf8tsuGMRxxZKScwf0AM4FzMv6jtpH6PrC/f8Vf/c3/Da/0CZ+//Iw///F/QcEA2o79fmBOKDJIjJITbsfN+GlaKN1vN1zqB1MwAyIEGHH8bPgMPCKcrrwkJi1iTrYXrg6O1lrYgejndgTFN2QC4ZAjUA4fjob5aWKJa9ROR6aixmeKwplzBVg6iwj6sZTlzIx938O4+Ti0QPHXmaNby1KRW2bjXY01X0CCnAlzEqarp4cgl4rZFTljs0mROXG9XMCDoxCdD75yxj0l54oms02Z/jABxTmEDXWril6eDYfHxNGPSC7hnIDRIUN5s1MEm6maCdoqdsW6t4B9HoaI4dDUDIFy3jAsQYUIRRBtRgCPqTgMEx8kzKmZy0fXwn/bNowxcDtWjJvGGmYcven8aFoIsyFybO3mVICUJ7YtgxOhmJjhOA6UWpGYcBwDmVTMk0/P9rZtKhSDtc3nopzEmiOIAycAbHUzJFC5m+d5CaxkDyaGGEJ6RsgFEnw+v66K4k6ItLhvQbGYluRhqDcAdDORH2OEUt0/73a5oB3NovzkwSza10g/cHn+d8QLEoXFkHoUrufuOX6941kAPsd3GWc7jm85gD70hCrorWG7XKOF5AtXs0VSuiF4pBys9E3R5sVE6y0WSSJVG3o5SaS+e9qycuLzo60CoO0uFQV0LdyaBswnFkhOkF6QWICcQLlidPNGo0dPQEUlU3DamHQjJtYiwItbbz8DijTt9waB+gc6R8g+mLZ/oVnIMjpYFBXZ93fgwwd8eCn4/PP/jC/HBL286sYlQB4TR29g0bg0kIBzQWL9Z44J7eyZ0nmItdUUKaqpmnZHuVGUFgfPrx0RmZG2FsHueeb32VvrXnB4JrBvnk7CD6R4riLOBQa+weq1kiD1x7ySNdfO+bcEAlvRrRxSRdTOimJm1i3QNsyUM/pwa4+uLd8JGLtV0evZYLgacl5ZqyklMBgTBOYCAqP3uThoUO/JYoWCI3zOOYS9v/IQzYDZzH3dGHj0pQg9TsWJxyP2NsPHjtl8+U5t8zkmmrQQUoSCmnkJtOyz9t6jMHGaxLkV73PZn0XP3tWfWTnNjqg1U+wrCk643+8gZrxcX9XHsMOQ2YacCUgFc29QtoWanGcG0AdKybhc3QQeqmidh9nOzBB/AIqGxryzFjYLR8fB27de5L/f3m29orB/icxjM5n261S4BDc21gAToMWBxeZaYrW0OTsRRDtZgD57xMcRUxxW4lnC2Z9UuxVOEfB7UqvSBCYtXuDs6yA9p5pqi62J8jQAeQ48C8Dn+E6DT4VQ/B4vteecgm3b8P72DmbdBDzf1TeZ88Ko4gQlzAus7SqrxRdFY+/IORkiaJwYa7N2M6MVEKpxhBwBWF5h2s4lZtBUMvylJjOVTpi16KYmBGkdiXJsBOci15En3yDnSWXabLMElMOkUWIpioSUMogG5pDTxppMgQq0diAnRiOgXq54v7/hz/OfMN/+GbgO9KpIS28N975jkwqx1lTOFXOa0hAMgE2hqvck56RtwdNmfv5OUTC5pQwswN6+n6cgIC0xz3ko6Vw5mV4kEghDBsah93ohsdYSM6K9E/PPGapzzPVZ6BsxyInLxWK8xuOAJM2M9RjBMTpqKmGi7O/vLe1kmckwtfSUxXMDQXmmKYFoQKBtYVCJqEBGRs0FmTP2PlAyY6tFhSKJkSkFaXaYkMA9D8XmvlsdpZyQKFmhCOS80lZCCDJGZBq7AXHv2vJ1BC6QTNHi4Jwd7Nf9XEw7t9bvhyNWPh4sSOBK8onEynkcrcOTRFwprfYpG/b7ZxNDAdeXF9z7Ds4JwuaXNzqOtoNYwOnAh+vv8HIpkFbR+w6RrpZQpaB3Rs4bknMNT6h0R1/RcLxMyQmE+lJDQX1u2cKUz+4t6tfjnBssw9Y4wsPc2Y9d5zc/roPEFIkjulYun8KzL6ZSM4o+y73HM+BRfuF7mejUgud4folVNeyHtVoVOVZluX1zIlyuFxA9EcDneBaAz/Gdhi+8Ph43Vj293s1aRZTyg44eyKGbQZ9Pvr6xxAbvyJNtKK4E9gU/l2q8PLVPYSbkUgBZXnTeCl3O+7p5Cqm1x/byAkAwOEHAKFWLVtSMetnA3VMoFmJ1LgRJrBg+2Uq4+EORwBUBFgISi6Rb/0y0fqA3RQdbP8CJMWTg1t/xU+v4DSqwv6G/vOCnOXChDR/q5ZQ525FyQYKKGvb7DplASqa+JOVM6saXgjfpm5y3oRxFCq4ln0Qi8mjf4zyraK3Z/5SU3oJ76bmml8sliruzXQyA8DY7G34TSMn+J/PpbxXrceAINCgFSjlhBRcxplg6gt0LNTkmi+JTLpaKaTiis2Qa6jIVWdXP1yFzgLgrZ40YNavPGlt+NQCLTOMohvywIkPAmQ2hUl6kFyE+twBVc4IQRYzPeQChqh/mA5cSI5+fE1OUuqK9slqneCsYogktrTfklDWicHTc9z2Q9m/RdxdBdHQkqBhidsHeD0Wt51QlvAlGUvdc4xnFLzEFdQMsGP2O3nfU/AHX6wWMr9gKkDCwJcYw+xxHGTEG5kyKRIuirM5FdSQ+Mrd7iyi4UgrGPsJsPOaW0Tn8+pKsNSzWMmJM0tdprYWdlIggF0XCvVXvXprOr3Qjajb013OTa61xP8++g4CKc8RcCuZcc16R+wnwmu+BUtrzL8PNvcUu+eOh4zme41kAPsd3GeLtwW/awACMv5QAaVbgdKSaMMfA7XbDVrdAn86Zl96ucHsPX9AdjTjbx7SjoaGh7QcAQe/KCwoSd59hmeGtRF+Ugw/IjPryCoKbzHb0ISjbBskaEl+M5zZOhZGrAf0zTSGzzlA8SBf9ZBvCQkR1Ydc2r16vEZykYWKK2TuO/Y7eGyYBVArubYdgB2TicwNuL79HSa/AGMhJ0GfX9uYEpKsnXi0X5Fyx33e8Xj/ZtVv+Z+dC6uzlB5wKVUdoZSEOG28PqIvzkY7jiFzb4DuWLTbhczsxpxx8rbOYxPlg0YKERGHoxbd7sJ3RZvU7FOM8GbdMvEENwN5/Jcd4HvAqQOeckKktVkJSERKGFv5pw5wEmcYFNP4j3LvEuH4DKgYaY2Dc7lp8g4J/p0i0IjRiB4NhdkVRZKVk91Ntafz58MICRCg5acFu6K30gSGCXEugR8BKpYjM3LOZtqHi+6Go6FY3TJqBwNZa43V619SM/TiQU4KQ3jfKquoFAZ3USkaLlh6FqN+HWjWNJeWMXJIdDhKOdsOlfETrBy6XhGtlUG8oIsglYc5u14XRewORF9ui3oBYVka+Hnk3wId78qkAy3wkT9fiTBEhNrsmuz7n146kGxN8zTkhJOF36ogykeb5uljj/CydxU1ivpAYlq7S7bobd9Pb0f6shT2T4LHoNHFJis/MMIcptN5xmdqNeI7neBaAz/FdhkAA4kVhc+SL1LdqjAGx7F0Bod/uuFwuyJwCYcmcsN/uKLWEkz0TFKEwjozbjYRi1FpbtVYwgMGE42jYLpe1IRMhsXMCO2bXiDlP/UCcuNn84myR7xqflpiBlFCQIb1jGvLlBsRRQMoKaJ92CtdIOD3hJyPJQ1b2qm6IXkApCZAIKCVjzg3vd6CPBk4TdcuYs2COis/jC64/XPFVGMQZiTNaHyDKGhs3GSTJOICMIQ05uxXPtLbzakUBKthoTYn5at1DQTR3LzdighhnsNQSfKdADjmFia7zz+KaeFFDq91/voYpnwQnaaWA+Gb7rfrUN1YvxM+iEYLRBbD4oC4UGEC0j9s0G5qUwalCcGDIBFEGc8YcB5QiUFQYhI45W2z+Y7IWdrOCuIO4KkoFYIgKIzgXiLBfwTh4dDkhlrOjlhr8O/UbNGWrWep40efXstaKYkWenEQHmALMgW4o6f1+x1Y3UFliAzKe27dK78vlEs/vtm2BzPu/AbNAyQkbLXX3GHrI0+k9AVYrGRCQkvIfCyVcKuN9WELJfscLv2CrySLcNO6wvFS0NrBlgYyGPiYEhA+XFxQqVgRNEDbkpJ8t5RS5ul6UuUG0I9mBCNrBguaiDvicdNESBKZEV9S7bkvBmzihj/5wL1xEBcJDROTEDOrKQ5fE1hD/rPmi60m4HGRFYj2lxfm4Z5PvoJuIxP1hVo5tQUE/2kqb8YMTAXVTB4DneI5nAfgc32UIqaBCbKN1vEX5TNAiwVCMkgtKUjSgpAyrnbSoOrU7mCVOy9NNUU196JuiL4YA0HdV02orRX3CmJMaLc8JkqltPSIMmsicMVg/n/L2RhQ/vXWAV6HS9t1sMhJcNezf0b3D2tGQckZr3VAVyycO6wcd3YyosyFsJCNaioArE9XIevQGwTClcIMIgfILfkbHH4VAH35ESQmcJ1Aq+jHQjgHMjFQv2O0z1Yt6rc2pr6XXhXC0CSCBDRHxFtiYA4VL2O2MOdBPitHDkKVzdJ4bF4OUgK/egg2tNTW/tQQJJ8hLl/Ap8/a+IzXerveCD4Igs6fTPT/n2QbXjeQUGSeAGLLjHo3O1EsZIw9DzkiRW0z06WIRRZaGHBBJELMIImLAfe9EPReZKwYaIAzQVOrBACYEiUhfCwRMwcASoiRDbhThVHTKCxq3ZVHzbcJ+NMzZ47k6twwnnaLdoKISGIdQpuC+3wNd9YQXGhTFe1i6eBtetA3vCLfeb1rFlCG0RKoKJ6jdjOkUlFObkr4HDiQR1FRwvSRchkeoMdq8AdK0kBPB0W9q3i47UsmglNFAuB0HrqmBh7Y+iRkyCU2OuCfNIuF8Ljpvz/mqpZSIV6O0OK7uf+kIaEpJLV/Mrm/I0JQOmbjdbnh9fQ00z+eqiETr2YU0YTdjMYw+P/dd32M0M8HOwOzm+df1Ga21hqmzf5+gWABhV/MtFcLXKzdBd1rN/XbDGCpwKrXgWQA+B/AsAJ/jOw22todoX1N/Mwoa37xts50AFW2zVos/I60QlS8oitqAzLhUd6lAIiYtdd5CULQlUrdqvDpAxsQ+DqSkps7EarPiyQdSRMnnjgKEYm61HxWRsmxSR0FO7cvg+ZFxeiyv9TjU+Hh2E7WMgZQzkqGR3v5VAYt1DpPAADVDew54Fi1xBdMFwoxyKRj5BxyzQXLFbXT8UDOuH18xvygXS1g/A8H5iYy6bQ/XDACypUgEf+jEuXROGEjtQHzPICY1SZ4DmAiyOrBaUc4n1Gu6CgdXqfamViWeLXwWcnhBBCB4nsv7bB0sHFk5t3/PLc/zd3G0hUFxT3TesloTzaHcuZxQS1YPwKkijylDeX7G1/RCHaLcvr6rUa+KRygK/xp8LYabSZecQblEweXf2Tf5YsKoMceKTBQCISmCezL9De4pHqPjxhiQLqtgIOVnwqxc/L6knCL5Aic0MpTXWIImV9F7K9djzACs9AuozGhMjTPUzzet6CQkArZEuGYCMXDrHZwLWpPwW6wp4SUnyFZAhTHJPsm+Y+a7HsAM2S8lo81uhVMLLz8XV7h61u+ziCqr27EShEQkEorCG1SA+34H22HVUViZgo8fPqJ1PdD4HDvz/bZN6SyJ9DV7W3nJjpRmE9UQtYdOhn6GBGa9vj7vHYGPFr55BzKzWuKU1R0ZQ1XPxARMTU05W0y5Eb+vzc/x6x7PAvA5vstQdEceij53nHdVq27CX1FqwnE0XYxb15xcWQpgCZsDc8E3TpzzYbqhVL5wxgl4zFBDerpH2Hogab6wFQO1FuV9mXXDuXBwtWRwgQjWYsthHdFtkY2UAdK2lLazCTkX5Q4lt/xYAg8iRQHVj8svoPHNaL2/J5+0o4O2CrC2wgYy5PIJbX/Hy/WK/f0nNX19v+H29R3AhjEnMleosIGx3/eIwiu1xvrvXCEnw3sR4S0z500GSmXt9lwUfThHb82uKNRZqPAtL9QLdReDJF6RW2OM2ECDB2d2F3NqxqvHaI2hogia9DAPznw2H16kh+AFGtXn/E+dMwIivf5zdsjsGLMB0uOzAIoqJ07YLhccX75i9g6iZMiPpV84am2oI5k/oPPB5hhxoPG2uXLQnFuWAm1jJvQ+kF0cwkuNGoUo4UHwcKZGnP9b4+d63Bu/fzHf7D1c2OA8OX99fz8t3me0ObVVrYe4xAyuVTmwAtjRTovo0cGjo7YDL58+KhKdN8h1w/4+kIaavmMq0jmQgS7ob7/gdvsXfPwPel2IJLoKzBQtWyYOYZEjw8G3syJITZK3OOwB7mGYA/F05bALo1Rhv7KxowCfq61cSgkUm4lXDCKvue+iERG1wmKLYKS0irEQeRhX1D9HYo6DdBy252NGuV4SQi2K+BEzxJ4rQJFQVTfzEwB8DgDPAvA5vvNYC9Ep7kxgWaTmWl83jcHyv2M/C9ITq/tViai3HgAcR4vYIz8tn7mAijxqIoLap+gKl3IKWwYO8vW0WDBS3h2vzRjwwg+gCUwyvhlrFB3ByOOJH4olYrX/8BZdSowx1BvsGC3EAfo+M1rCzkXyDYmtFaVsQNEoMmL0LiCqEJqq7k0bMjcctx3XdME1bSiSgU6gbApfaDYrQbNxVZAwkWgAokWq2oRo4ePIwlmA4IVC4oRJj+kGMk8KYVOSBm/QCnAYh8rtLs4WGdPUiNqSWkWnp4QA2hoDlvr4/f0dpZRl4jzNQ9HQqnPkVhSxY2XDEplR8VQ1cGLWqySrraoGzSbqMMRX+X+2Lctcno6iHMDZp6G/molccgENpQsot5Mw1DMZyCu3+OwLqUKOgbmbYbbN7VzMdFn0ekXbz8QH3oZ3f0AX45y/8+1208L9pOb2+5pSimQaL+DP/nlnzpm2X0kFRmaKDDaDIXL1qZZ9IoLRlMowDf3sb+/4QBlpvyEdvyDjgmaFHNNEIsHnLz+rMrgD/es75s+f8YNklN91mK7cimWlG3BWhffZJNyvraOjAyPU536Y8DkHLLsimhStYoEihp5uExxL+3vCAhYTI7UWdImzwMnFJGfDZ/+z4Fcaokhk/oSGOJ45r0xqnp2YI/rN28zfCu/iEDYFgztKydjvd6TE9jxq+sxzPMfTDfI5vvs4k511A1oIW0oJ7Thw7LsWfEZiZl5oXzLeUx9KZD+OZi0UDp5YmAqLxCYnc2Lf91DBOfEatuCqqa4E8tMsIsw/M7AQFi+CiilMvRD1QsHVdr7oaqC7p1uMEDV4tBdA0Z7299uPI8xy/TP11nG/39HagdY6+tAWcEoZQwYoAffjDf24YbQ7LiVpQgIyiC8gvqDbJvPy8gL3JWPzQfNC2zee0RUdgCl73W8PWPy6MUakiXjKh7fJIaoaPtqB+35/aMm7v1wfPTzXeu9xrVpruO93vL+/hwqSSK+TbpgnfzbjrrlNkG/iim7Rwz08C2z8vvu91ftrRY1RDHRjLyBKxl5QQ2dArVvI/ezORH5ZB4XVHl5o27TWIhky6MjeuWXo88UH4ZHL5d8FgHHDbK5bkfHApzSE0ZWkjn77NXIVr/+sC3Ac3QNMeX16bv3e+0Ny5noCp4OWyqUVhcMqRmgCmQuYCnKpICFUSsitI9/e8SIN8/5mHn5+vxTxZCpIMyPRBi4f8Of9HY0mkqFlpZRASgGJ58w/r/NH9+OI6DZH9Py7BNpm987nTe89inKfv0r9QCR5nA8XIZ4xPuW5SPeC8+3tzT53jXvh7ea4ztBDX3iIwviFxp11pbyvQUQUz9HZv9P/8fXqfFDtvePl5fpsAT8HgCcC+BzfaThXTn/9yAvyP48FCksZDNuUnQfYHXWwjFRHyqboksx4jPdyJCWnhGStx+JcF2bdWGzjOzzn0yLPxhym+PzLcxCZKOR+78i5GKEc0M0mIRnSJV3i84CBzIzb7RYndkoJc98V1bSNNiXzKmNWHiAl3O9aRKkKmY0HCJRckUvB+/hibTbgctGYrA0JYxxos6OL4NYG2lQFMYGs6FbLB9+Qtq1CxMUczoEyZGKql5kXDd42OxfHjrJ4i5VJOWrOv1qKaIT/WfCchEMpCSzEz/8RkhChpJRQclahjOgBQluMKczAtf5c9jPxOe09fMNzZa2qIQ0tJG1VggS3280OGAUlV9CRArWbQwBMlFLBXCCzR2E6x4SQps8kJrM7yjijhzLF8mwpUDs+FTFekDk/Tbp/l6nFk13nxEo1cHTKbYecvxYJKadi2Nvz3xaT50KJWO9dG+3BVsQLjzAqtus5ZEWfBW/QnvXeFen2a6N0CEVJiRJq2YBJON5uuG4TmXbwaMj1qgUcEQpn1MsVcgyNobt+QLq+gH7YkH77m+DpDRFk7xRYik5k+9LK3k0arYsxJq7XS1wPRz4Xklb1sxstYcpSX/t1IzOlx1z0Ez8kuT2Pt9ILlZiXLLo2yBT0qYdZR7Fn+iYK0edwYksxgh0k9XNKE6QsUJU6h4fg+dDt9/W4r8SY9TPWjHgigM+BZwH4HN9rCJDIOUeqfgTMBoEATkDvtlizpVCATaUpsXAH4doWYzFaYXLBBdSfbxIhCYGmt+QGkBhIjGatxji5w13xFU301uTE4iyqClcXafWbUwuRlDLETt9+aj9GV4K1b6RLU4AJRr1smFMwRK8BudDENnaBiw8AGUASoNaEKWozogkhimr00XHsqlKcQ9uMKRe83XcAA9sFkOMOpo7EakExjS95qRWDG9S2JOm1nwIhAFawZD7xxkzAEbYW9n295e4FiBdU+74r8jEVwahFlYvOdUqULNnhhL4Z6gTRlp2iqxnNVd62iZ7TP0ouqx13Kv5cnDIwYkNeKMlCshzx0gJJxRjCBDFj3lwK2lDVpNXxKmSaagdDQpChhw+RBAKjpA0HOrgM9JbR8AbOUw8bEJBsVixYAZ0mOg4ch3rgxXe1z+i8SbDyYiklnccixpEYgdC6NU8kQ5zUuWd+oCOg+nVmFOLnEQIFE7C4Ejxhxfid25rOZfPBzMGjxTT7m6mBeYOhBc9gzNYgcqC8vOKf//AZnyqj54RUX5SyICp4aoMg/Q6iHYcItlRRiPDp018hbRm9N/Sxg8oFnTVjOXOCJvrAWvwZ2BAFnCP556LX15po+0OR2T46JKvlyj72KDi9Zew8wjm0UDx7+7mfYCCstJDaXB6VwN6y92LTkUh/j2M3RXNaqK0X9P5ZzofqlPT5pikg0SxjdT9QT09NFOmYQijbq1eBz/ErH88C8Dm+zxBfkObjCdN+/W1rKVRtpNw8XayGcQX137NDydT2UszJkBxvMyFUbdoOI5jNMAA8bLDuwg86GeGeiPPMFPymnLIukGN5/JG1mroRqTmnaCd50eJFZygKrXXIskx7s/mMubp1GFIyhnkUjgGZHSINIg1kbaV2NFUU5qK5srngaAf2XYuo+/2GxFfw6ZqICC7bBXtXhKQdB2ROcCaN0EvK2ZqTzBqGw35l33fklHFg8Sy9ADlfu3a0aG0TERJSiE1gau3jOIKY7xu0YOWX6p892skwMVI5GfoaqnZGOWxm6WZu946Yog26hB+rbQmocjgUtsxqUVIr+tgg466vOhX1OyzSDNEinKCsliOacGMK4AQIKWdT1cQVNMk4qwmULAXm9Aw8CCusqAsFOjTy6+wBCKzv7+pPPzCF+MWum/vFeavXr4cnVTgC7oKrMTVz1oudnHPYqIgIEiXNEs7lYR4AiKgz/3ye3gIicGakkTGGFqq1XvCb3/4OY/yEVCrK9QU9JUwZIOi1KrmgN0EfDZUKyND9y4v6/F1er+ggCGs6SOaE/WgqbgAwSAu9CU2A8YNgtEXNA1RORVAfyls9W614UX673eIg5PPY141LvjzML0/Q8Taw2848oOn22bx4z1jIpf+8+xU6f/VsZH0+lMWcNtGN+nASJBdbn2wOQq2Z/NAgc73ec/x6x5MD+BzfZXjr6S9+3wuStJAIPbGuYsMTQLRrxhHnloIz5Qphwf1+h1qjaDuDjdAsc+Jox+KMYdkinNEWP2mfE0XYlJ2+qPfWIdZSKqUipQwC9AT9DTIFIBbyc4vt25aMk+59UW+96e/nBE4FhGQkcgHRRE4TEOfjqZKUKWGMbvY4aicBMI7DuF6mOvSCt7WGfdfiK9l3K7Ui5YzN7CVKKaiWPxrXKCfUUo10nlT1OVasWKQk2Kbl/L1zGxlAFAnX6zXUlY6OjD5wHAf2Q+MB931fKJMjKVNCaCCihb0XSW6Y69fW55erg/3zne+tD0V1PDNVE0GaiYz66IoiPiAkEm1fVwrnnFTIxASmtHKASS1A/L3DfsRROqz8Yv+nliXO0Db9tpAfrDQUvz8557hf7hNYi/LKxrS5hXUNvK2p30Sv6dEOQz/zMi2eKxs3DMDj8LU4dv659b7o/D5bIiUr4rTQV6Sd7DBwqRt+/M3v8Xp5wbVWfHj5AG3Jp4UeTgruZd6qIoQlo0PQxsDtfoff5JXMcbIGsg7AHDNoIueidRmvr8I657yMyO1nmnlYXrZLFNe+thzHEWisCzX8OfBrtW1bOAX4wbOWGi3dOAjYgcSNnrVTcUQOsBf5/p2d3uECl7N7wTDe9DRbIxXzTLChh2NoOkucqp/jVz2eCOBzfJfhrQjgkcviJORp7TRvuWBMI+Or75+jacyKkjl/j0mREBEVMszZMIa2RxWFWTFlnu3qn+WMlnjh6S1CR7EgQJstWl3norCbRYoumIYCika2BS8IFF52Zz8ub7+dOXTna3X29JqTQIlBncAQtP0GmQ3AgF6GGa1jmcCxK79JBcwZhIExVj5tqQX9OJAvF0if0SJk1o1D6IAIAxhIlPX9SWJT8gKrpqrEdtYiAgY4+K/9ezniUWtdRXhiMDgKist2Cb6Sm+WeC2bndPprllxiE8fU/z6nL7jy2POF3ZLjrLQ8G/R6K883dS+ehkzkOTFyBvcUn0cLuCX8IfL2qTkdQ+dGEkYXwegTM3VQrkpRGEOP1wJQYvNiU+89nDJmAUSe9VlQdJ47nlE7xgjk1z+no0EE0la5rLi8Yz9QqvnFtcUH8xzgeXpWHJ0l0mt+pk/01uM+egHpSJ+jriwE3iqmCO63G6zURC4FJIL3ffE9ZU7Q6Egzo93ftfix+4ZJGF1UjEMJwgQwI9WKt9s7+hxAMtGGLjYY3cyNjRbgc2Cc2ubAyqrubSmAc8pR8JZckLKibVvd8H57D9FRxD2OCa6adOMuBA9OBEB0Q7xA8+vaWotDIKDFazfTeC8+c9KC3J+RyAkeE5daHkRVzBxG0T5XEjP6oXZHGpWnIqmjTcgcKImQE59iEJ/j1zyeBeBzfLfx4Ed1+ndiBpEqfX3DUj8vBIqzbRumcfRAHRkJxBpZpMiE5QTnrObFrAa+AIy7ldDdosLG+WQc6JIVcUtByph9YohGm2mxKoB0JCxOjlu3pJzQj5WGkHJCguW9WusyNmvjy8Vmb6KFyN/lZIq/iTHNsoWARITb7a6iEQK2ywWt3cG9Y0wB2WbUewMn5TG+vnzA5XrB5y9fMI6GrW7G1dLPWXIGc8JWKyZWvmjibAKGHqT2fd+jGP6Wb+SFrrcQ932PtqB/J58L4TM3vQWu94ILP4iE/O/4ZnsuLvzvOxLm1zD4aXYvSy7o0O/gbTRvGZ/tNJwjqYXo8j50pa79NZuXtrmatjWlhD4OgBkgFc8kYSBlFYNwRuaMrV5QcoYMWcKB+F7TPhdCuerPjf/a27TR5rbP4cWst35dqBHWItNyk6H2LrTpvPMi59vCOApkWdYxPofPnoK11pUkAi26nd7gSvBICJlTVfyGcrfR0Y4dzg1OzDjuN9y/vqHyxOwHhBOYM5gyUq6YQwwJBPbWgJLx3ne8pIp82VBqxdEVzcqZkA2NHDLMtDqF8bUfNBzBo0Qor1a80TqceYHm68d9v8dh0NcAEj1cOfp5uVxCte9FeHBUAezHHjY5jvR62935tpw4Wu2O4J+tYvxZci9P5xs699KpLXNOsABDFlVBRFCMpgFmTVbBxBgHns2/5wCeBeBzfKdxRjQW4mdFnrXGzoiD22PUktXoNmfMqRYdbhJ8JkWnvMUGrf5ZWmjpQr8iqQBtPeaUcd/vobbb9z1Uc6re5NWuqSc3fjOFHaNHi1k/x+IN6sl+FTreAgNWgefX5IF8zwiFZC45eIMyJnJmHM2LpoKtXiC7Wsp4sZRYEZHRB2rZMDmBIJhj4Ha747JZ+sK0TQPazhVoMVprjZalXlczr54U7StH6O79jtyyIhBG8lc0ZUS2bN2WAjH8/eznIKvdHgXduRD2ewZaG6Upo70AElEVqhcq3nL24mPNMQqD4zOHzgsvn5OekOApDdOEHilnsFkQaWE/LM7Q2vljWcrkXMDE2Dazo6EMEvWV7DINtTaOpH0XMWVJShkkxVDkR5TYrWEAgDKF0jdaycQP39mfC59v3hL3tq3zLq8v10D1HGHy7+7FhIhgq1ugqWHzQsuHELSsSgDEZ1NFP5BJlffzaJDpaToASGPpZlaE/f39DW9vv6DfBZcPjK9ff8H48EnBu2RpM6TrwCS16bkfd1xHVaTVkMi6ZXQpICiy5Z/dn/+wnTJEzw3HHf09C2LOnoC+diCvdcyL5D668jqjra9zdqtbHHDO61+tNfwVvUMBeya9ON3qFvdOC7ZFK3H7F79fjuS6YG3LG2resNs654dXRypFbE7Z55pzgGQC8wC4/jet68/x73s8C8Dn+C7j2zZntJOMxzXmRC0X8+/SVu1oA0yaSuERVbqIDUVKYKalBIjxfI7WIKIFU7YNQy07LGGiFOUJQnC5XGLjv5jyksHINdmp2Mxru7Z49+PQMPgw+ZX4HM453I8dQya6CTl8g/BsYxn6ObORsdm5ZvzYGu7mbchMqDljP3a00ZFKhsyCUjf0qUavgoHhsXAysJUX9N5Qy4b321dt5xjhPtcC6Vo4XS9XQDpG77jd7mh9oLUB4mFpIAIZQCkJpVwj3stbgueW7NmbbKuqcN33XTdUTrqSuMISiHxfR6kiys2KCs9JdVWlcxedsza7Zc1itfB80/YNNfhbJio5F0heoLjtjyuY9U6qICYxQ2bS+33i7KWcNbKwiMGBGsXW+x3EAjKhi9bwBJIMzI4hBZMUvXKvQYEJR4QxB4Ex4fnUzon07+H5rl5IexvQ/yxoCzhxSkUe+I+OcoIQXMwzutfsu36bHTv6iHvin8mTL7yY8tQKv77rZ63bLUoI1Ha5cgFH39FlhxBBUsK93bC3G3IG3vcdvW5qHE2KonZ0XMsVX98HxijAprFlRxdchTFFIwRH7xDuYFIu5pyLc+rP2JwT0tecYBhqd/JH9HseamYAt/stKAOOgnNibHnD7CMOJCJaUEqaAOjhvb9VDp/9B50nCdH2/7lb4op/L7aDJzhmHGZTMmFTH5g84z46au10lcwFY0w0N5eeQC0b6vYRe7v/H1jdn+Pf63gWgM/xfUZYwPxlC1iPoOaDZxt4ygV1K9qGY21vpJJWC2QKunQgqwCDDZF5rS+aAmDCD7FW6BQBS0Kp9ZQbuwx/aVqOwxgQMBKR2q2wgAQgCErKELNagQiGTIx9FQ65JGy04X7sYFukg4DvHmpkhPCjqadea7ogQxG3MVThvFsbsrWJ/TjQZgOnDMHAMTuO3tCsQMo5I40ENFXx7vc78lZxu930PVl34D4avr6/oV5eIpVgPxrqdkGtBa1PUMpgsBVYiiS21uI7uBoybznaZMwcGw2ABwPsy3ZZaBDTatNaEeO8LMylylbF4tp8z55rjqSeLWnOCs4z38mL0uM4wtoHQCgnvWASkqVMTrTanrZZiimMXSEJqFVOIL6SlG+Z7KDBhISGLROGCHqbmHJgUgJlglABhy9h1+JGGGdTaFdR+3B+n99vR4ggiPbmt5xSF7i4nY63hvOWAzkdY+hnGt7qNBW8rGIl0COZUUifW/4AIhnDDwkPKRTnYkgs3xnQYkkEzAOTJppALVYy0Kmi80S+XNEJsNAaiEzc9ndwKhhDFbgvL1fkfAEkA1B7pporDpkgVLR+mPrVOKeJH4pAn3Oc+eGAc0ahE6ewE7per1qI2UHR+XkQQSJWuxWb29UOgVP02fJ56tfer+3lcgnRl5u+T5mQodf07L8pkBA26e8x6pZiTQOUe+wJOpEqk7QNTTLRW0Nz+gYsqYUz3k1c8295nz7Hr288C8Dn+G7jXAD6cARNpmDy+c9lKQ3nskpwZWo3Ir2SxgXMWjyK6IIZ6I4R7AnzIcfTT9hHOxTdMZ4SMaOYiapu6LD2s5L0hxhPKifzjJtLsND0O9ZSQJwweISil4ZuELPpgp09QSSb4et09aQaBXv7TlEtgCdj328ReRecKtHNt7cGXfYZ23aBMBAdOdH2zm9+81v84Y9/RuaMvu+4vGx6LWfDtbxoK24MEJvtjakMiTgKBkd3+rE2I+cZRSEW7eC++HbAQ9Hl/81JxR3ACc1wVerEsudhE3q0HhYYXoBsdVtIlLWHCQQkLY4iss7yaB3Z8c9w5mf2ZhnOJ+UrYSHW6nm30EZF2AgzTQgOMHYAhF9+/q+YL4zy4a80n7gfUKGSIHNSOx/SX3NK6Bb3N8eyS/GWoxdSKWuB7C1LNwOO9qYX1ljctkDq5mrJCla78Xw/nLOqwgI3bkYoyB1xda6fv49z/ZwXqibdxm+NDGlFqPb9sM8BTFabFmICGUq4Xa8QZuxtYM6Ev/rwg3YIvu4YQwBRBLa1DhEVeu37rnOtaN44QYv3nDNUFO/3mx7mTeKkxb8fSqw96vfW6RzeGo5DHJYFzNkWRs3h9VrB6C0AUJL6SHpR78+vi46UlqEHIue5+r1xSxqnp/jB5n5oF0NTbDSK0NvYACKbWAD01uI1Rh+x5q3Wts7xZoeMlBhPDuBzAM8C8Dm+4/BN9+H3SFW+cXIlsginBLAKRHo/kcpFjZ2dsK2tpo7e8dDOA3RhS1N7j94qdC+wxdkyrt0U5OKbOkxs4sR/baHOk/LRC0lvizn3UAsq/e/I6TRkxr2+hhVso6u/3e12C2WfbtRamLTerMDUqC9OSZG6+0qiIDA4Zby8fET7+gUD1sbNZrrbNU1lTrXIuWxXuEWN246klHA0bS0FSgdFg/z7BpH8JErwIk8D5OkB0XCbi3Nb2/mQ6z5KcM9cKBDvZxu1Kylzyut15IQ2ngo7R228HeqFSy45RCfASrEQSCCYjjBm1uJyyggOqJv6ir2G23LEYYUStMpVBApgXK+veHnJYEObIZqvzCBstWqB3e21RgeoxjMicyVR5JwDwYxCg1Yh42IQL2LPhd3ZoDkKVv+ftxkd+EwJxzwCwQOW15wLRAikxu2nz/ntoc4zb1tvigoOseJuGa/XqpGLRA1jqPG2K5+Jgd/+/m/x0+ef0PJEvlzAx66KaoKJkio6NTsXkj2HW/hzjjGRktJBCAmAR7LZfYbxOwnhA3jONfaWOIBA44gIzTw1vcj1+ewWT0SEVCtaO/SwNye2bdOYvtN19KIOgjDYXhP69MyZZdL9fl/PEa2sX12b9LrdbrcoZFPWJKHjOOIw4wWuJ7t0OyyNOTBF0IwX+fXrmyqssZ6x5/j1jmcB+BzfbZw3o/PGwbyKNs/Q1TgjoJMvyOYpBol2mfXBDFFbXm6laOvYT/wuZoChJs5V8kJBF8IeCAj7hmYtpz60rZe9heYeXaaOLFmFKqVaq4VUxIJ0QrWm2YMQ4eX1xewmmpo2W3unW1EhpgDVDdbaa3Oij4a27+bxl9BHi8Lmfr8BYDCpmKC7SCVljNkhk7SolQDkFI2YE2NMXF+qoSeE1rr6kal7MeQkynDVosbdpQdPOd/gvNXm/nr7fY8//7agcI5TqQU8lrLVye0lF4Aes1mjTectNRfLzBOyg6WSBBC8wrAakSUasVll83AlP8S8BSw/GScDb5/P0wqYBEHGAMDpA14//jW2i6DNAzD0q/cJkQ4xk99s81RMzOB2KRMrj9oVoG5k7XwxL2I9/aTkEjYv4ScpxhOL58B931YLHHb4mmNqG9K+sPsluv2LX7eU7EBFBEoEjCVsyimDBwc66bw2wGL/eHEOe+sW85jUJ5FWCzxfNvzu+nf449c/WXE/UQsDZuPe+8Sc3spXXlvvO7B5a9r8CnOBTIQC17+Lcxa9e+AoKXMy9HCGcXVOGcc4ougCDCkks3yx4sqf82FiIz+gngUm4SOKHvPZ57KjlN65WNeM8fLyEu/lRds5h5tIs4Z9jpyfleC+ilr3BD1irnzm83OjYi3giQA+B/AsAJ/jO45v27++CQ8rmthEGzkX5KImsTJFs2utMNLFja0gdA4S49j3WPgcuXHemW9YY85IQDinGmy1hspRUyIYKcGQhISU1DS5WUxcM96eWpBYMWEeeok111VkPizErjSmKWbXkCMurU1BrUXj6mAWKVN5P+5LmCVjzBabgP6c4Hp5QU4FIAYzMAmGpuimd7TDrG0kEhx6Gxi9o/EBwUQqya71jEJVI9os7o6VP0egKCr82ntx4AjKGEMTBVhRIOefne1XRCT8zDCWelSLa32vzBmSlhegt4JLUS829yL0zf3MrQJg6GoOPp8XRn4voqhx7zZHKE2tbPpVAO6nt/hiwxTBsXGTIPPEJECQNeaMMjoJ+rihlIQ5Ekoh1JxAonGFQyY4a8E+uxqMl5NC3FvMEICzFcemnnZ6hKNHZ55kLo/f2xFTz7h25MrNhR0Rm8fKDyamEDH50OumXFWfS6OPKDo6tPjx1u8SOqh3J0TiwJBYlcmcUrTYmdnmKrBtV3zEJ2xbxpw7EnXkzBB0XC6vaF/f0MehgoeUwayteGYTcgzGPoYW35kBYUXozZLI0VI/EK6ugaHXpr51Hm/YMlmL+JyH7akhKaUlzhFT3Bqv2ee3o3heEJ7bzTL1+jgCez7sOKLrinhfbyLj2Th/9/td1cVjYELf76HdP4zzygm97cYDNOGZnmqCRvAcz/EsAJ/juwwv/b4tAp0sDUEoLQHBcbTgFfkirVwo5bP1sRSjnBI+fPigvCAIQPKwaKZSjCg/cbipLtQglrwlG6aoigJpEUlo7VBPQVv8W2/ISVt+rsocJjbIKcVi79zG2Gyn5YMCweUaY4JT0sxf0XZPO1q0U7V1qLwm36DGUC/EKJ6HboCXywv2r19UfDInJvyzFkxMXK8v+PD6AW9f/wXMilTVUrH3u7aad6DUoijZyHEtxJWIoCC7e+v2jEqdffucE/ZtfqmjTY5COcLkm7ET9HvrEF4cNvc/8w2Xk6JMbo1SSonEEOdQ+b0/28ucN25HB/09QhQE88ozZSdw4p7WitE4UDedMwzIAZkDnHcc4wDShi47jj4hfYcMAkTb48waIbfVCpqaccw4wOkC5726qXRclznAk6O4CHEFENfHC2FgIUftaHpP80I+AUQbcU6dI6WUUJD21rVIm+teOtrqLVz3VfTC0q+7HwL87+WUo+gPNXwpKuBivb73doA5g0gPCK0d6NxxzYzX6xWCgZoE15cNv9wO1E1TTo6jYMoBogmiCUHD/f6Gfd9x33cwXxACM1L1vc89V+EGQqzgYrTZe+vYp+b8Xi4X3G/3sDHygm3btsW3tMMFE2Pg0T7Hr/mJtRDX/mgH3BvQLWP8AHSmVXikohebviaeR+sNPHVuuJVN+IkmjaUMc2gxd4G6KdcTANuzXOsGZhfmPcevfTwLwOf4LoNOBHUvzsJDC4Q5G1r7gpdrxb6LmsWytkxzWsRpdjsQMcWicbIIsI28IZcCGAmemCF9Wi7oRIIhP60jEZvidQQ5e4qqfMX5f6wmv+rH55uEgEi04JOVYJByxrQCZctqXzOHLvSJMjJriHsB1GcQK8bsMDJ4rQVTzLHfUARmwmgDYwpAjHq5oLeJPCbmAey949Z2+w4CKgnoHSkzIAMyD/R2RzsOvL68aCHcbhDSDfdyrfhw/YDRJ/a9IXMFWFvGLlJxFBVYsV5jDNA0pIhnWFHIFG1/OzJntSGnFUs1sPzPvC3nPxt5qV7Ee7vXNkRHeR3ZcNRHYwC/KTzlMWLQifTeNvYR/EWYjQtOG7i19EkSZGqhwpSR88XakQPoHTkV1FTAk1HTBmpvkD//E8oU0Ke/RpsDKV3RoYVW4oGSLxjAojhMVa+XbXtIL4GJoJCA2Zf/H7Cyq4eMaD0SCJJXogyAKKS7mXq7J+CD+tqiyXLJ9j3ZOGItrnfOOXwVgSWk8esY9IioIhfv0u1h9B7qcwtKmDTBOUHkBYTPGHJDKYx63fB53ECZQZwxB/B++4qBA+AJShXX6ycUJmyZFK0W5Q4nzmhdsB93lHRRyyhbJ87FEQRRJDMztssWQrJmAgpH7lpvSz1tRR6RCWMIwBAc+4HsXoKCKAJBjy18LzgTUhTsjpS74thRO9B67vwgE/PTFOG32y3awX4IOAucHnikcANyiVSUwQRkPdw+QcDnAJ4F4HN8pxEn4VPrEDjZwbB5gchEzlV5e2aZkrcURci0RS+R8m3WZq/iEUUItXATEczeUUo1pARwP64gRsvi4pSixV0zYYNA0cZkUVuIAsiRFi9IlYOoBe0EUUIzAva0tqPn1paSwUkTPsYYQNJluNaiKmNDNtvsYE7IlopRcsZsWtBOkYiIAqmRLnfG6B37cWBLeoo/9gNTOoj1ml8vF/zrv/4BlBK2bVN001q7rnYFtF5TdFORsJSrinUMJSBQoD3OSVLlI6K4AhDoUu9d01AMfSFW7phzp85oXZce7WZHmIgs+7ct+5EpM97HN8Ja6qNQBWuOeQHpxfqcEzT/snXsc5WwUKvgyqUUaC+AQEGZE5g3YB4QmmAhFDA+/+lfUf7rn/Djjxd8vXQgqX3QpRa1FMJZrKG8tpwyKK3WoqOmzGZIDjWqdtTSuZpEpNY9ombBXlDnlOP7uWDnzAMLcYi1gv21nMOpF9h+3+6JFzC1Vtz6DbPN4Nf5QcpzvLka2mV/J1GCpFWY1pLRDp3TIqpczyUhJcLe7tjoFVvNuB8DpWbjUGYIOraaUEvG7A0shMoJW92QvM3bB4CVCOQK2Ihv87WDVwvafSt9ns62UkIePPlAD9eu1HJKcVnIIBOjbNViKRfH74Gn5/N3qyATy4yxUkucDxscQlOG61qkBeVlu0Q7+PyPZ3M7F1DXrY7Ruh42DM3vtnZ0M5oH3v+b1vXn+Pc9nkzQ5/guwzd6/zWA2IhgrV4Q4+3rm7ZmSdM0VKHa0EfHcRxa1AytHpwrWM3valh+cCklYsK0xdtNWJEC4WjHAdgZ2BfiMddiP6cbreqvaymGIOjnItsgVKHbYiF10QYzgYliAYYpaond6Dhj2ypSymaZMQJx5MQopaIUizmzFpH7rM05oi0NAPt+XzFeEaeXsW0vuFxeUYsjVdNet6C3gevlA5iSopK5RsHjm3vOGZfrRS0jRl+ImdlVlFKiNe2IkKOoMmWJNLCsSx5QYGsf+98JAryJEHzDBFYr0lWsOWXknHXD90xeLNWuI8OBonlusBdUxpE8q8+dZ7raZL7BW4SgiW9EJjiRcUUZcwIiCSIJJAk1VUjrOL7+AvpzQ/kK0HFH4omUARkdmc9GznQqvBTZAS1u5HlD97zYnPJKiTAyv88R5bGan5xt7mGphPUcRNF+shpxxMh5rWfU1YsSvxf+mrXUQAfPfMr92DWZwpM/ZCmQvZDvXVWoSrEQE44QNPbxjgRCSYx+vIFJRR8fXl5Qc0JJQGGgEqESIxOBjMM65lSRjRfPNt9qrXCFehRItNTSc+r18nl9Fqy5pRCAaAk7enYcB7pxXp2b6s/KGMNcA1byT0TRyRJgKL1DhTO1VPXxo3UAcA6jWr+s+XG9XoNbGei23Z/j0OvfWtPM5rnoDMFtzAl12zQDOL77swX8HE8E8Dm+4zhv/nFKtg1QT+yrrbHvd3DWgknRBELetvD80tfTtqLzxxKriSmzGRmTnNCV+aCqZOPrJSL/BFZcTWvLKjqYc4FHJrmIwDcyss9AxEjM4EImHOHYHMS+t6MKY3RFFklFKdk241J0sXdVnvLkVmYnrDgSVMjMmN6BE+Dl5RUZgve3N/R+Rx8dGYT7fgeToI8DL9cPutma0GLbrrYpaRFzHM2QmoaSLdfYiPpivLjgb4omnjh3bA5F33rv0WL1guHfalU6oudilnOUm0Aic9lRQSfgu/GxX1v/PH5fRSSivc7im3biTCovUu1NHq2FJC7o9ALKkyywNlti2HtNtYrBQM4VImr/InNgdgEJ4Xr5CMr/igME1A0HDmAeaNJwjIac7DDhVjQalxHIEYxCEEVCMiNpozf4Zh7fYZ6VvqrYFZmR9evijnP70p9Lf6bUhN3EG6c2YG89uH40yRTzOfzrXNXthxQvljw6LV3XfQkVuLXWmVSBGwIVEHLeMMdXXErF6DdIvyHRBVwIoI6cJrZCuCTCuH0FNsLHH1/xul0BUQX06A0lv2CIm61TFHj+vZ0vd0bMXF19FhdF4YolejrHSCIt4+0xB3rrqxUu+nwcxx7z3a+LCoqgGcS54JhHdEtC1Ws2REGVYHq4jusgrYMT43a7LQNvK8ptobNYR8uU5oTWO3pTs/x93639/ewBP8cTAXyO7zTOC9S3LRL/dakVL6+vuhmmZGiaLpD7vuP97c34RBm5FFyvV9RSkN2SpDUc+47j2NWOQQQ5JyviFNHoveuCfVrfXHySDQVxJElEjaLd/iJbO1MNcpfQxDeSbmKBMRZvLKeMcmrdTHFPPIniYo4RrVgycYlnhE4RtNbRLLtVW7/64bXgVbTldrvpwg5YkQRctlcQJ5RSkZK2qGrdUMoGIi36iNh4lpoF/Pr6EhtLM5FD4pOZsiFrrmD0FrBAwm8v2osmlvD7zcQPRd+Zn+Z/TkToreN+v2M/9D55IeqbngsSgrN2IsR7gesc0zAjNhGL318vinyTd8TPURpHhmOuTrF7ZOpZGdbO1zg3ZoBIEdwJYEjC5cPv0H73CZ834J2BmRldJkZiDAAgRJyeG3z7NfX3TdkRXb0nngsLGB/V2tBeDDofjQiKWp+Km9ZbIFCweeI/7wbrsO9daw3OpmdvMzNK1Xmi7f4Z6TAiogpV9ri8FPciLG34cTvxg42j5n24zQzh9n7HaAIMwiVfUFNBMf89xsTry4aPrxd8uFbUpIlwL+WCBEK271JLiYMBgPVdrJ3qh4lQ2hoSGwWt51fbWuGItaupe9d5um3byVdTolhzhM0FT9u26TW0uMs5NQ9Y87jNhDqdBCq0nhMXVXkn4bx2uq2NC0VENFkkaA0mwjlTKvxgLbZY+HyvpSBlvQfP8RxPBPA5vss4t3/PxeDyXQPUjoDUymC7INcUGwoRw9OJHC1Unh0HyTylk3+WFZDNlLSAEsOZCE2MP2coWs4J+37X1/Bw+OSLa9fWMhsKVYopJVUJyYnBwuBTS2jKxGxqPKtq5TNfaIawg7FaoorgKGLoG+4YPWxmXLGp3DctCg9DQ3POyENTPGplDOloe4egG29RP0fJBff7jpwFbiTdewcMqWyt2/1o1mJWRbZyknoUfft9fyDGe4HhyEp8n74KLcGjktk3QS+2g5sGeSjUwj4Gy6LDDbMBgCYFWuY8v7BIofVn+76D57LcUMbBQhgdsRQjxZOLI2yqppwgTSCYmLNrMUiMnAqIgVyBMXfMKRggdCFQfYX87V/jmF9wJ8JFGJkYL+UFmUwAkKoKEDQt1+xrCjBXRu9ZWetIaGQjm11Lay02+Pg+1gI+m3vHczdG8Ay9eLheryGO+Jartm0b2tH0fYb65FFW65Fzu/7MVYPA8rSX+tqReEWOB6R5QatFZ2QgD2C0icIbWCbG0QFUm09qGL2VhCsnzHYB2kSGch41VQjo7cBWKmoukLkEGyWXMCB3I3c3aT/zk4ETOg2CsITgwhXjIhLWKw9WMaZq3rYN864dBC8Gw0JnDEXp7SDiBaK7C5zvhQtozuuo8zRjHpRl23MWp/hc0c7Krp0TaAGvdJAW5Z5SVP4/r+fP8esYzwLwOb7LeGyznU+xBDFrFzJkq27V+HX63w/B594is6IwbBF4cYqSbRIgILNZs/hGHhyelWQgoupbb8dkN3wFAtVSNEm9+TirqONoB9JM1mb2zcK+m32/bG2YMbU1DIIVY1mzZvXiQE/cKhpha9OllJSUXbLmIO+EfVfDaCZBYkK2FrjctV08x0C9FAxOuN26xuhBW3jN2lIpJ/P4Y40xk0M3y6po6jBkZIoKJZgTct6iXeaIW7M8Y+d8nYsuR95AeIjXcvVpqIj9QJCA0Rbq4gVIzBNZ2b+JNWrMW6GONk1MJEqBzDIxmiipP9phcylovTCaYz7kDBdTz2phr+1eWFSbWtBYyz8JcgJmW2KQAY14OzCwbQVDPoIkg7lijh3UJ7gna+tNUFKUWSiDLVHEN/Z08tvzaxvIZutx7ccYofz0783Q+V23ulDaqcV8KYrijWQos907n//uSRcCHfunblULDxrYLhccx/7wXHvyi7ccc8mhtvbDkdv3uEJfC7KM/VAz7P22Ix1vmP2mxeDxhlwTEmVUrjj6DdcPFbkWfLhk1A78MgdSvuKaCwopN7NNzQEe7QB4gOmUi0sziuighthBoVsihouXnEoAU6eHmMVELu7n54X6ucj15y7EPMSWDNIDjcwpWxqS4P39PVBXvy9+fcl4uIlTeHvWUh/U2EETwKJZxPOExWFk41je94Y5jGoCYHSN13QT7Od4jmcB+BzfZZzbped/K5epK/o1u/HnOhLZwjhXAoMXRYAWeuGGPwda0wg1YjZ1q7cal1iCCMGrw1CyOHOKbjCz876UQI45MbUHqe1JEXBOKFvFHAN9Z2vvKNTh/D/L/FA0yGwjpgggivMkZhyeW3vaNPQz2OJv7V8iwoAoP3JMsAAZjEmMQWqHM4dmeI7WoPFaDV0EXRR9nL1b4dkw5tCNhshI8kBiwpDDNpOVmVzKBgUcJ9T7WP5CnAFZcVm11uDxxT23gsZ/Tu/JKUtWFvk+inObK+1Y+au+CY85og3m18yTEWQqCjn6UB4hSVjSnJHEKBANbfECxu02Eq2ING3N6X2X3ZWzOi95DiQSpKrxf6MLgAFOE0PuuO0CmQzkF2BOHJKwMaHQVf0fiXA/DqRarEggQCjU0s7/c6uPEBIRaQziWJFmYZNEDOF1SIIAfXb7y5aSc+KOnfmXjiKWUnDsRwh35lBz6TMy5okXfk2P41j2I4bQikiogr0I8cSWNrz46KApIBGQqXjvP/2CHxIw0htub/+KD/X3KLwBXFBqwaUOcBV82jISGP8qE13xdDB03ud8BY0LCA3DnsVsBwUXHnFa1yGU49b+jsKQ3S1Aeb8uGnGKxLZtwR0mKH0BQKBuiRP2Y49r1+/m0Tj0Wr9cX4ApIExcakW3wliYlHbCGhUZPOLEuKRLzHt/hs4CnrPFjReybahIhOCFnt1n674QlFqzkP8nDPgczwLwOb7T+BYBBJY1DFECp4zeVAE3xwRVxOnaWzMizovJylPxdk1KkOxFx/Ka07aqKVtzss1KwCkheaElEyQEIbXPcKFGnILtBD0tT1SgPl9EiMg49woMPpEJOwKZmt66cfGD+dGFL9oMcrmKVNRyBGMCSVXGrSnvcIyBPifECk5F9DL6rcf3JTAKE8TaW0gMMIFLRqkFJKstJDDO0HZB70OV0NBirrcGIkU1vdXkYoO61eA7HvuBWmq0rs4FVZcerXWcgAVHVpT/dkQr2dMsXMnq/KVV/K/WqBdKwKP/nPsI5pwX/8k2aC/8Hrhfp7bwWakMIBAVN+1V3pSixJqqcgfRBGBIZG/KHd0Psy0h9N7Q5wRoAskPLQBA2C5XUKoAsxaeIkhsfM1SQ4gy5gjRgBfgY44wFYcgihMvUFyUkygFEuToHqBFmxc7gYqCAi2N59TucTG1vd8DL6Rc+OPcM/ez82LPP8+D+MMFFomBpGhv5oT72xva3nAfX/H6m0/4+U9/QHr9DVCuqLxhWCzca0q4TOCdBFIKSBiVN8hkEFkhg4Q5Go6jYYyOD68fwj6objWKfy+c3aNw27YQNwWHUABMLJWuqeADETQeJWglgXRbL15eXlSNOwYu10usTYrKN8AOT2AVpTlXuPUOJL2mPl/9Hk2z5tm2TY3TIaEK93t7Lm69wNX7OiLuTl+TjC7TcBzHX6zTz/HrHc8C8Dm+2/hWeUjW+iAo8lFKQS8ASNGoRGa4yubJJxPoEm0lCLSFaRw256y54WvvFgBv9gZiCkMRARUtyHQP4lBVKslfrBU2wFzihF1yCTuUIOknyyUmoB+Wi0sDhBO64IgIBJkY9/sdydo/gBaS3jpW9SDMb05MIGJtpd4hIIASBghCik4M49558Zs5oe130JggmSAognO5bvjjHxsuteiGJsDtfsPLSzV0w4pqVjR0iuf6zijG55yYNMOLLOcU3DFXhIY4xDZAtyHxwutczIXgwIqJgbG8z4aKCEIBjGWG242T6OiMvhjCqsYFNedc4CgCDQ0Lr0Ar/M4Fy3m+cmLw4LBF8danz+NSCmQAfRyYo6uJufG2xhjgYgcS+2SlVHAqYLqAuELAwJzgyuhtQIaogtd4k77pgwASinYe0okXebq2Oi9X1CERobBZJfWBDr13JZcw1Paf67ODx0obOfMpzzZBi4ZB8XNnSx1gFd5nIYULIlys0GUo+i8TmEDNF1C5Qo43fKg/4M4CpoJUNxzvO3787W9w2RI+joEyCfej4743bb1PBlPFRELvE0n0OVQzc4739uvgI+ccaRvng4G7AfjPp5zCtNmtXfw77/se98CR1ZzTw/3wwjfiBy0RpF42dLf8sUNxIkbdionLTtFwrUdRem4PjzYeimwmjkOr3ydFdNmQSaMIlIK39/egVlRDiB9Ucs/xqx3PAvA5vtvwTdPRBsDWY1JVbMkF+/0LSkkYZqvhfCddPAHxFhjIWr/HsnigcxtRW5etrQ1MN8SBflJDEmmCgggwLE0jMk7JC8TVUjlzF2EoTniqwbiMlLT1XNamQ6wE9STA9DisKNz0+pApBBWNUsGIAIBHjrGG/XLKSKWC9t2KEjY06lBEwbhNMLRxQrmT729vKFmLP0fr3HrDT/6OZoihIRMCJrP74IXkLlRWopXtnCMASxFKHKhaKCIBbU2aetRbzsH7g7U4rdBb2cfzofXr5Hdv+7qC0pFAt0QhobD1CG7jids1xRSSYx1MfH76Z/biylXYdCq6BAOURHl3zbJ9BZBhFhw1Y44GJAJThtIFRP9bvPgHelP7jd668QERhYjn9Toi6QWxF/JnCoE/a95+L7UsMYhxzBx9dv+5nDP2fY/iznOv/btvdYu574IG96OL9wtEnEJh7JYq52LE54C+TsfsHbN1ZNa4xgEC0cRt/4pPv/+PuHDBJRc03PGSGdfE+CFfAWF8/fwz5POOj3/3A0p5hcwCiKqV222AoIbqZIjteR6e49wcAb5eryCohVJrDdVi0eacyJSD9+cHnmR84Enuf6jPxL7vIRLbd7V/GX2gocU98Ht1HIdyha2d7ofVbGpct+YJJe9c4pQQVJ24uH6YPbeGXWF/HAcwxdB9dQLwZ0B8Vj27v89h41kAPsd3H+d2sBZzjNEnciZogLpGwXEiYDqSpt59KaTAll0rvkgqz8nbGe63p2pea8eIWp6sNAQvMiXari40AQTkalPb2HyBZ+NcFeNxORrmBcEULVycGO7f1xdi2IZfSlWrE5xjsbx17b5j+ptqqcKYQhAQxnQnQkJvzdpZuoENmahbwfub2eFANGKhD8zekGrB5XpFOw4rqvIDcdxo5JasIVCxiBZXgYI6ijaWMlHVz6s4UzXmQg/PLdcxx0MsG3hxA1tvIYLwoqEbj9GFIV6MuGl1M06lz68HEYejh5Yp7Sig+xI6Eju62qzkkkM04Z/prFx2WxzlmardTyJE6osWlqL8tkBCGYRpKK22kcla8ypisoKCM1Kylmzi8NxzPtkYlpd89EA2CYTM+VEFbEWiCze87ev3ytEsR6QcCQwFcNFrUkuFW5T49X7gCKZHJTtgLVCSB1TwjPwu9BDK/RNBSYpQfvj4CV/nK0SuaLjjt6+fUPIFv6R35E+v+OFlwzURaHR8bROf/+WPwJ8b3usX/PJ3B373+4qBZDxeS9Y4tb39M/mhxwtsF4Ts9z0OAB1qpJxTDlqBo64QXX9GXxYvfugqlosMUSRaC09oEc3qFTrnmivqtSmgxKrOnRO5bCACJq15y2nZKDnynVIyP8+FjgNYfNwp6GZ3kFMGARiHFsV+CE6JkVNC77qW+Gs8x3M8fQCf4/+08XD6FuB+e4Pzjz2GzM1ncykPXYk5p/peTV1M1V9PF9c++kKUSkFKOXhNbjZNRrLWCkuiyNPWjvp7zbmMjB35IPPmyiUbv1ALOY8IK6Xgsl0eeGYAIq1izIlSMpJ52bG1Y9iQHRehOALXxxI9KK+K7ZTO6uZvf5ayfiZvL6eSIUy4vryCoGpololiNhv3+y0+ryeNqD2Nbihi18TbygRFD5wn5cWTt3gdMT23BR1NdVSu5BKpESKaXXocR/CWlAqA4I/1oQpK5zs5ud3ny+ianOC+ib33aOM9pFNMbVm72lfvuJxQ27k4dGYNo/dK58K+76FuXQimrMKSbC7BEyOUN8mGpHoBR4BdY1WvgxQ9XNdZW5fMvHwOrdDWVBsKZe122R74fv69/NBRN22re6vVnzf/tRcNrqT2f0ertquxcx8j5uVZEHH2J/TDQzwrWMbnrrT2eeCFvbYcGZdcQqgkAqSc8eHH32H78QfMTEA/QO1AanfcPv8rpN/xmjakXPHnL5/Rfrnhv//03yG1hNutIZerXUc9NCbWA92yk1KqyVbVcsWFFT5XSy1xyNi2LYpD7zp4goxH4p0Raj8wPDwHFhUpcwbHzudJqHOTJ7TwUmBjuR/4HB19wJNwznSaMwUg3tfQbpyEP+tzecKJo9uIVnfO2b7PswX8HE8E8Dm+8/CFCjhxAhkACwoR3q3VIpNArH5ojoRpDJfWalPBO20LA4CILfqMZArZ3jo869cLmW3bwox5dG3nbVs1NIDDDFd5StaaqgU4bXJuSuwne0dlHOUgmSj2WXNeIoVsVhuUGClJ5IzOqad/bYlqi8eRid4PCFO0hGc/QHOAR8Ntf8e97yAMtOOGCUGuGSWzqqRTRu8D15eP4FzAZUMb7yDOaG2gXDZMIWx1AySjpAwMLQIVlRRMqDddrboUuBUM7Ht7MeD30hGklJLypiiFzYa3pYAlWNBLbS18a8PFz/vrc4KQRBvLC1DfqJ107y1LV5s6fcALO2Bxz/yfs2m0QLBZ2szZ1iMlte44OoNLxpCGRDYRU8EcQE4SbXDBQJsd26Wi7wcSNoAOCN3B9Aklv+iUJ4aAkBjI1qIGE7pxH/2g0o62nhUTuTj64+ioo3GhjLbiwa18AICNl5o4RYHg39G5j17Qu82OdtOVk+gFjT5uiwrgSKXfB39vf+3WG6rZn0xrm164oO0TvTFy2dBnRZ0Fl1wxekbNH8FtQpBxkx0//el/RWkTdO+gHzfcj6/46f/1P+Hl68B/+i//Ef+PP/wTjpYxMZCKoMwXQ/ssdae3xQW2++4cSRkr2s4PKr11XK8vhpSNoBj4vEtIy6rFnpGz4AXQAwRbio6cxSTQYlHIxGVT+b7iAracQSUhTU8WSg/0E6dPeDfBn0cVnizboHa06ETI1HSUbr6oYgupdkz8AKO2VynFqvocv/LxLACf47sMXbe+jd1yewUoEd9c6OfUNqfyrHSfJfvFnCNQERL3/jOeDzn3z1WmDCDDPQLnFFPOWuF44i0VU0N2QyK0vZZA2ZINEgWXB1BkYViyhbeNndSd2C09ZnwWL2Id3cmOaMk01FPVvIIzR84EINFCVoGIpqNYm5rJfPEybu2OnBlsbWRvSe7Hjk8//AbMphocglLIijnC7XbH73/30VrPQCrrupZaQMY/8s09VM2ybElyyrjv9/CnU885s4fZauwnZ6GAIxLOkxSItUFVNVykrPaYUHDgXPwBu08TipTt+67q5b78Dpn1lBAKZcjD+7vxs0wxTiceNnFS4qkV/JYDrMJziIxg4+nhoaL1AwJNldFkFu1vEzOmdIwhyKliCgCz/OitWxGZ1jVlClT1cr2oJcy0tJWxMqtlSihW/bP7cFTrwUYGFJ+LJgUi5vfX24ICLbjdKFlR6XWY8eFWPY6KnfmTAOI7qEF0MSR2ICcCSga6tk2p66Fl9IHPP/0Evv+MVwi+3nZwEfQ//4w0Cbcvv4D+9j9jtIn9y1fMN5iPqOBl+wAC477fkGpVMRjpIcwolXrYMa6FTEGtG4bljCtSWdDagcTpASVHQiTgnK1WvHhOST0gxxzInONeeEGeOKH1Fgfgs99lLQXtWK3XQGVtTTkfmP3P/Ro7AttGC/GJF7kzDr96aC212IF5YDo/lhkYM2IifdLLs/57DjwLwOf4jiPaEuffI9IWEBHa/aZcqpQwvGgyhAyGHpESh7SVZhtPyhntOCzgnNEPzbUcTRMtaHiqgcZ39T4A0tgpDUxvoQDVNoy3RQTSZhD+fTPV76AIoy/EpeQouOAtFih/y1vHhyE5vXdI8Sg1L/DMDmYKWjtMhWtGsJiRJuJpJK29A1j+b9NMoEcfKFkViEQwSxtDFgG0dqjR8xBcr6842h1EYm1m33y0nU6kSSrFrGmc/0XEiriaXU6GFla11LUxMuHlesUYA/t+qO2O8Z68NenxWT4vZFp7y4Qd3vr2jWnOGehcSkkVsR5oz5rUse8HrlczRZ4LrSq5xPX04hWkBYxHcS1u6BK56HZpfEIhJBC6dAADuR+oJJpZDWuPTkFJGfejK0JtxSRBAMv9zbmY6pgBTqj5ak8HDJ1BbOZebHk6zP1+X0IZWLaxGMXBW9I2T7wACM8/SrhcL2BOkUsL4C8KGgCB4A5ZMW5+L86ejamszORMxhs0bqfbABFZhq1ooTxETclHbxjzwH7coS4AG5gKjj5w6QJJwJ+/fEX7+R31y8DvfvgPuN9vmEfHlip+++N/xL/8y3/FH376V2x1w29eP4EpYSsbugjm6EqhYA6kN+gG3j4/DlSzt/Hnfwz9rtftBa0dD3PGi2RHYCGIYu6MwJ4RUrIT59nM2w+FbitDTKEq9jXC6S9ePPrr+Xx3RN3b/869PPNjoxivp0MPEUbrwVF0jrXPHaWzPJUgz/HkAD7Hdxq+wJyHL0jwU2rX2LWjHYaCcKA8xBo7xUYSVL88skLFrDWMZ1VrtTZIPi20nloAEy+ojYO303Rxn9Gm8iQRnDY9N7kFEKdzR5qO1jBN2TvnXHm+0fYkQyi1GB32M8eh/3i+rwsmAKDkovxAKDEchsAd7UBKBdkKLhUIaFRerRmt36NlzqzXaBqKA2jLG0S43d9huwBy5rCmcU7Rtm0PiI7z4OZcHEBXlgY/yQp896HjxGovQ/p9dC4oMhMWFW6/whSFTjuWJ5kXIMyMWupST5rq2SO19P1nmPG6sbMXyNEWHasQLHUlPuCkpj1bmMypWcutNfDUorAf7yj3r9jmHYBGx2nrno3rZjQGJJS82eadFFUGxSabTfwgItiPw3hmxoWkxZ07FweAFv7e7vPCRg3EdZ66ObdzylxB2lpDa0fwwtxbkOywclaSOufP54D/fBQVp+vlxZFMCX895wmeuYLKidXnQURAmZCqpqD0NgFOKPWCP/78E/Y5gVwxB+FjuoJaB1PGOHYkIfz+r/8Wc6v455//GZ9+eMXL5Yq2H4pyTTVoL8V5oBL8UEdGtTju6K2HAMgLJ1Xy3m0OYKmnRaIo8+f7jASe6QV+LR01P88npzac0eZt25SHmNe9OfYD9/vdDqpHiFi8kD3fKze2dm5rIIan1vQU9QqNqMsTKhkUFnrCf8+h44kAPsd3Gd/y/s7/dvJ/KRn39xtk6inUCcuucHSVbG/ut0erQCQCDYriQuZqk1DS4mtaW1MXeUbOHD8XyE9ahsRqvaJRdYCe4F2hyonB09XGsjJAmcOHEEQonLHjsPfxGDqC9Akye5RssXDEKvtbNhOWBSsdfY7wBISQcvPsGqkVjoBIMEYDrBBKuagthRVmulkNtGNHSgTmjCl9xaSZ3x9EggiuvDbRAkd0w3BiuapXORSWISwQidf0jdCvT5IVVQUoT8oVtj5cbex8tDCJtvvk6N1luwTHyd877lFKqMbt9CLQjXtzUZufsEBJpqAlREvf56arNS/XK95lgiGY0kHjBvr5n5C2An75AVP0WpRU0I+O2QeIgT4mGjpy3TDngZRqIMNaBOnhaMyJrW5RILhYZMzx4MmnKuQU7XLnO8a/aRlsh3F2XhYx33I1W2+AiT18bHWz30dckyhyHME/iXUARCqJ358w3yaK50JkWhTarggUEfoQFah3Qeai7cfM+O1//lvUUtS+JV3x3g9IYhR05ATImPjht7/Fj3/3N2gH48e/+oRtK2AUtOMAckKy51YPDiXWivO8LKUorYDUB3Df92iJn1F/T1gB1sHFDc6jzZtTKM8fCmM/GInzmd2mCSvNaJxasAzrbKzYRQBxUDkji/FeguCBMjNkyKJIGCJPWEWqH0TnKCGYW+j3Sup5jl/3eBaAz/Hdx1kI4ko1TgzMs8HpxDQxBMmAizCK2XBEooAVBy4gABBI4PST7xyQOcFJCd2AuqKkpOpbMVQHWAaxE9oGngrFPHKbTKjgflzxZ1OFI0QJY07IGBj2mp4DPOdEIkZKOQjli1enlgxzWB6rtXW1/UrWYurglNAPpQFqpFNFF0bKhJwrMAeACU7AkAOgDiFte4MkrCgyA6NPzNnN/NmMk83YOvKLhaLo9Q3P/dBkqNXLmW93tm6JnN2TfxpM1Xocx8pRpfV3W2soWYUbJRdtf82FqHim7Tkl5oxSuu/g0SzpwlvpU9EbNRdXr7dz4eTz0YuniFeL9jVjqwVEE3TckL++YRwZx483cN2QZ8FBh6rOQUiFcXz5gkmKiqWLFnEv1xf1ckwZORcwF03B4UW+99QN6eopdy7oYjOnZa/j83DM8SAIcaTJaQlhEeOHLyLkzFEkHMeh7fKh4oSSc6C9Kgaq+hlOXEN/pqOwOT3jUXAkRwtVUNKPuyraKYETIaWClIo+I2i4/offYEsFf/3x9/j6+Wf8z//r/4QhO/4qEWpNmI0whJBeKwYLypWUPgLB0RpIEmp225waaLIXff7ZgoIAWWk1Ztni6N3oA4NHzKuUU3BK/RoTLbHOpGXy7IfTh3XDrh9njgzpEETZdXYaRC7GOeQMomlcyhzejd9yLr2Y8/nLJyN8GJI5hq6bcx564LOPF6399VvP8SsfzwLwOb77+As0ELA2S8aEIk6shCqAkgpDjGeki7IusBBYesfaeABRSQCZL113JJHNuDU/bFbRWnNVK2TlpXblDDovTsQ2zzkVoZKJZu767hfInLAfh9m+6OdwCw9voRJgYpdpreaE2RXWmkOLXbfJEBbIWIWygEDGaM/MIAjuxxs6N7CYnxzra/EErpcLjqZRdeo/ppvxmCNiseYQFC6KTEHvxxwDuSbjb031UpMVfO+8L2+djj4euEjntqGLK9xv78xR6mbUjYxAXksu4UN3RjuIrEApBZVr2LV8/vwZHz9+fPCk8/vrim0XDjkCw4kDSTujL0tF24O24CKf3hpkAv0YmL0jEVBKAtcX3KZyzeZUhenRDvS9AZJASBjjDpqO9tnhBGTiA0POsEyK7/f7sipJOpdgSJIXyP6zrrAGFsqnfppjoVmWQKMpJBSinMTqQ8fMaJZk4whqOiuxDY3aj13V6acC3D+HPzeOnp3j+UY3D0wiO8QsGySA0I5D0zRE8KFcsO9f8OE3H9Cl4+PHD9h+91d4b7/g5cNHkExcctG8a0zU1yvyZTNhDVRlnwuOY8e2XdDigKB0COfdqSPAjO/vn7uPjku5IJmQp5Ya7WGfD+f4O/89tzcK1O3UFvZDCDNHCsgD6hfzzA6Vp0NJHIJkxn1338FA7e1esomKHHU8o7Z+8NGuQTu1pCXSSaZYK/y/fTl/jn/H41kAPsd3Gc5x+3Z4AaimugnIBXNXHh0D6EM5K+rt1cOuQDcriddNidGNzO7oX04ZSMr7cwL76B0DrtosoapULzzCGGrp4Iav3UQCZMWJt3Jc8KHpAPRQELlxrP6shLqx5KyFjnEFdQMYET23bRsmXG0s2rIeAzKUD9mlo0/BmGoV0ntDYkGuE0MGNrlAhIDC6H2CrC0s0lU4MwBwxt5HiEqE1cIDI4GpgFMGyZJT63VkaCawxHX0ItB5gEQETCxk0NS8XnDFpgjN1T37A/oGFW1iTpFc4T6K3lq8XC6xuTIrIvnx4ycwrxSRPnooM3vrwUWL9llaSK63Mr1dxsw4jv2hDTzGgIwJ6R23PrE3/bn7xujbBxAVCAv6HBhDIOLttAGShNkZlAWYWvxs5QNS0pxgBiFb8ZG5gCwV5TgOHMbVU6VojXa52Gd2uoKjgL11XbFFDxhnfz4i9bXTv09xDTUFx4rKWtDa4uhtW0VrXQUjw8Ud+m/uK/Wi1or9vj+ISM7Pw1a3UNm6kp5TQSEGRsfAxLYRxsygNpC/TuDWMa7vaBvjla74m//yP+Cffvp/I798BGQiTbsG/cBMFam+gqgi5YrOBYkL8kYYmOBU0Q+zeCmbKex7cB6d5+jjjMJ5mzth8fVcNe7+gW4Bk7L7P9KDRQwz6wHLRU52X3yOhvJaVnKHDAlPPvfBDLSRT76MZtnnz2IpBU3MGNpdCZJyT1PSdWifKpIjK8gBBZ9TVupFzs8W8HPoeIpAnuO7jG9bRuv3/B8g5QKQutLnrMhfrSWyPL1oqFULN49Oc3VqLdqemjKDgzSMm6SZmrrwgRQNar1hv9/RezMhitp3RGvHipY59J9l1WCF0BhhVi1AWHWcUaXDClVFObUg9MKDSI2qXaHY2oExehC0HaEDVvtMf9/91zQyb2KCc8aAtsHdMkegCuN27Eic8PLyAgKsjbl88lYby1rPACCrdRVIk3MqaSlFHdXz/3YkysUh/msChYH2dtkevMtiPnjBJ7oZ5Zyx1S2QDdBS1U7RfGNtxZnJtqGQel2V1+ef50w5OPYjvvvoIziF3nb31prPK7brmXJCKgzKCbh8QLt8wNg+QbKqz5kSQKxWNMO5i2obQ4HeevIMRyves5xdaJRzxuVyCSHTHBO3+y2+uz9K/vNny5CUEoq1aVNecXL+/c/0C+e45ZxD8OPP2ZwjFNcuToAVN8ehPLngjs7lBemFjQ9H7X2eFFNAjzFwHM08DJseklrH+y9fcKUKeX/D/vUzxn5DIhV5Udogwmbu3DH2d9z//Efg7TPQDuQkyJmQkhVqxvn1eePIF0hbvF6M+QHBPy+Rzt3WWpiAO2LmaTAhfDJ01A2f51yq6WwG9LVYKoc9v5xWOo0nhuibIw4k3qIO43JRJfsSwp0EOPZ3I3nFuh/+Xe6+xgGBiMd3NuFH7yM8IteHeY5f+3gigM/xf9rwosNVa3MOZAYO+3MXICTjo2lRMkxJCUP6JlzgUUoBTw7kCrCiwtuMWJm+AGIRn3OEctRe9MEa4fx3BILWBrK3TuYE0bDiMUPM+89bPxoIPw1l6bFh+CasNjEHrtcXLbTmgIzxsEmPMVdIvPngkRSMrpYOYEYbDULZviuQc4XMiTEari8fgj/JTMZTJEAYIEYqGRMzlKRsNnt9dCTOYf58jtFytMI3eG+/im26Zz8+R1HmnGFT4ShGLRVH8zuOsGvxDfesIg2yvRUQvXVFBMfUyLkT0tsOTTOJDc21C+ab52Kec4HgbTxXFp95gcq7Kmhtx94OvPzV/wV5f8W7JAzKIBroo0FEjXVLrtC3FstrTiASveYg85tr2OqLFrHMOI4jDJNjfsyButUowkU0QeV6vcbhx4tr/6yAfl6xQsQjz7y4PAsHHI2Ke2WI0+VywXG0yKSN62T/89ZzKWqa7C3NnHLwFz2e7wHNlSX8YVb7Jz08DY232yduX7+A8wT3Bh47Ek2UkpDLBiHGMe7gMfD5D/8M/voOFsLXn/+I++9/QUk/Ay8VkitkKr3B52trLdB50CPv8yxyOYtEHPE7xxK6mnv0Wxg66+ssfp5THJxjmijFdTqLcZya0I620D87eHZ0ZHqMPvS5eUYOU8qgQnGv/TP453UawEMUox0k/LNExnQUjs8C8DmeBeBzfKdxRi2+RQOd+8UMbWGKtmh1gfTMUAKlpdTV32dDVgz9YS2UxpzRNmZ45i9Fq1Uj3mwhLgQgR2oI8yrOmm2Y9imjyFl2GKQtM4IVW9o2kqFF6pQJDOWTgTyDmE4KZRevaNuXTOasCITZTAxlpYtdJ7f6OI4DzVz9tTAyP0Vo67sdA71PXC4v+PLlZ8zZ8eXrZyRm1Fpw+3pHrjWsMUrNDxsgAMw+MGn5nbXeokjSe0oP99P/3jnj1xGM8z1fG9eyN/n555/x+vq6/OV4FZQu7PANctu0pegEe8/t1dYzmfVMwf1+j831cr0EFytxWuKJnEJkcf4urkqWKWi92QY6kJggGOickC4f0e9aJCVwmB7rdSAcxx0iA2M0pKTIsxbw6qWoaR8rOYVPLfNccrTMAYQnnBsz7/sev3cWFvjm7vzTs+LTOWouJHCvv9ZbiGOiyCOOhBzpTqNAII4p5/Wz5oMXyHmXQL3mVKT2LGKRZhm2x4HjODBag4BwuVzRj4GP9RWzHPh8/zPe3wn4+HvUraBsBV06DiFUzri93yFvwI+//T0ICfv9K15+6LjPA2NUXC4vyDWjj6kZ2VYURQZ0zhEZ59fFv4euP0toYU+mFXdGS0iszwRWdnJrTQ8YrQWyPPoI5NsRP4r1zuZ3fswN9zXCxR4+N8/Pnx+emOxwkPQN3YbHr7/zBEsuONoR3/O477hb9nGYsdvcfTb/ngN4FoDP8Z3Hg5WEjWkb82jmTA+YF+BChCCChBS8mDF143KVW7YWVLbio7VurUcEOhefwVIW/NS9NlETS1gx4VFLIDUYDj8zdi6QtWHI82B1A+/egh6KeCliQPFdAYQyOaWMbDY1gNtnmInuqTWtKE/GIUvNSABGaxhHw6CGLIzrdkHrdyQqGJxw7M5nU6SUE9D2O3IuuN93zAkM0TSNy/UCwFTUIbzQlqVbXniR863iM3EKJM83wVwy9pPhsEAiUutMnicQrtdroBX+mjwYx34glYXcesHnauKwHiFEQeitye0bNC02X9CKjbOf981XLXzYWuctfBz348DowDgOQAYoZ8sjPFBTRj+MBjAFx6GJH9N4arVWDNx1DqeEnLQ4wqnYnGMgl4I5BKmk+H3PWa61Bo/uzOfT50PQ7VnwazO/EYV4McHEyvubgjatLdh7CGOGxSm6gMIRr+Gm3zlj3/fw1YxC+UQZ8DngNAxpjmZage2iWAIupWIfgvsBdBHU7YK3n95RPjKQryjbC8qWgaPh6L8g5R/Bl1f0+8DtvWGTjPmeAK44+g6MHa8/XHCXgvu+IyXG7XZD3xVJ9Tnn937f71FYH8eBWioEyikmekxIOaOsLixzaofTHTyVxePXziIZFaGkuFfuUhCKeReh+Np1Qv7cbsnnuM9XL+o9I5oSQYQD7Tv2IxBuXaf0cyZOGKyZ0f683vdbcKif4zmA5zHgOb7TONscnP9ZJ2/luHlLt9aKy2VDLgWX7YLL5Rp+ea7G3WpFKdmUhNombhbl5m0oIrKTd1ckDoJhBsUATHF5s422K1ewNbDxyHyh17QAiSzNKWpvQkxRmLhS0FM4NFcz4SxWIUNmvLXp5tPaJoZ9pq7tcIvO2ve7BcmrOMQVvDJUKcysCRXH/Y7ESrqf1i7yIiMl5VPCyN/7flfuIS/jX9+wBIiCwQ2t+9ANyqPnokAGwpbFCykXiLzf3mNj0x9c3CRHMl3xWHJ54I/5Bh2tZSxLEW8pnvN6vcUMLA+6lBIulwteri/B50s5RQuSiIIDub7H+rO61dhoVZGbUEvCpWYQVN29JQZZkViyiiReXz8ChmiFDYjtqsw5RCqAZ7tKkPL9cOLmwIlTFFnZjLSj1WrzA7KENv6z6WTY/MDlPBt4272qtcbz4Hm33hYWEdzvNytyUhSfzlH89hkP0+FTARrI+SkrOKdsBywVeREzKDHy9YpJhPryQYUdZcO93SEYYJ4QTMxc8cu94cv7gZpe8PblDQMZ9+MOkYb9/m7PYYEIcLlco9A5I2QAYs4SqbJX50aPNu60Q5qrd8/UB7Hr6ciZt2b9gHj+fV/XxlhtWH9fYPkBMnOgif7fgeKWhUY6l9HXUG/RA+s9AV0H/bWP44gDjdrjGA93SnAESykACTw56Dl+3eOJAD7Hdx1na4JoaaSEQQmapKEO/jklEBtHbrYQEkwzRJ6AtlWZvNOCEYusxlKlUjCnIhrb9Yphli1jLnFFLMbkAg1CsdbcQhF18d1yRlgmdOPQ5KybmGCphEkNfhV91JfVDUczhVvrIGib2r3/yDOFYe3foa1DZoZkvQ40E0g6EtnmQsAQVUtjDlBOaKODpAPikXYdJWsReru/A8S43d+Vk5YF3IEkjI0vSGT2N7OBhM2bLQFWGHlBEQkeRMikIoU+OnrvVnyuVhpg9hTEmDz15w1VSTmFkXMQ20URo1JLtMc1Ns2KmD4X2mEtrrOCMuaXebwFqd8sTZwP5XNR0kJpHJnsfYDNjkMRvM14esAbgCmEQglN7tjnjkvOkDExZgOzHl4I0OuHi84XEtTEwCh4eblidEKaMP7pQDGEr1Zt63lbFaTf2QvsQAVNCLOKdi0CVbiR9RCTNF83pXV9jl35gMh4KD7cwy5MyK1IKNa+1b9vQp/hfNRsn2EGhyyUySkHZcA5pF6Uu8K59wGijAE1zJ5N8Pp6xXv+in7JSGVH5oJGu/Lr+MBt7Pj61tAnY9wJr5/+B9z3A6kJ7rc/AXhDzQlvQwB2j0stnJa9UF5+eZxMrPUY+aYq4ASCcjaJEsDKWVbxkrZVHYHz4s9fN2gQIGzbopWckVL1WlS6CE7z158FbwU7Yimm9t22LQ5ZXsA7yuiIus/zc+u4lqrcV7B6Uw51Pkhs5vUyzeeREdXkc/yqx7MAfI7vMs6F37kFrIvbtIV1ohbCrcNi2rQdl7O3JcgsFiaYEe1i+KI6p4pGEsfmSKTcvzEGios/DJFRXlAPfhNIPcJ8Yc3Bc0L4ECZWf7RUtc2mEWaMXFKIT5RjCChiqAq7UlRZOdzTb64Fv4+BOby9x7axKJIz58DtOAAhU1JOzEloh/INyTbeOQ1VkR3XnHCnAsEV9/svEEykrBm0X79+AUDos+Nou9mfEDAJmTN6byglo7UDmXN4Hg6Lf4tM3b64ZGeBgaOEpRTs9z3uMclqQ3oh4GkTo49oLwNYaBQxkLQoTDBu4MkM2Xll36KFcxo6i8VN9NSM4zhCZezvPXkGB45JI/DcKoSI0W1TJ2h7n4jRjwPbawWyHkBAytP01rInjmQzNxYyT0hWAUoxM/BSOMQSvvG7f+J583dxituOUKZQpXocWe9d50DiKHiv12tY6bTWULaqrehTlqwXyo4gaktQ26Vj6D32VryLpfbmAh8T5Nh7lFJBhkydUS2/V2J2R3qtCcf7mwkjCEMEn378Af/yz4zyQ8L2+glEQBe1OSImvB83vB4HGBO97/i633G9fsTt7Rd8+mHDbF/A0tS6KGV0NQaMZ9oPZo7o+WFEldv23Jo4QkX4dDrwWPs0E+Z0tNOU3ibW8u8eKJydTj1Nxe9ttMuJUMoSjpwPV/4MuDjL3QJ8vnvrOPwH/4211e+nU2VoaMEnfljurlpe3NVnAfgcPp4F4HN8t/FvCUAAWzCh3mViJ3VKS/XZjmY2FcAUjYwTi886n6hDyYYTId0WdyJCIt0YW28m+ugPp+RSiiYf8AyPsG4CgPPrnVGXnFRR6IR9sVZeMqsHESAXRfVyUlPp3pqmIMgKbB/Wgk1ZI+AOa716q7NbGLxaz1ihRAkkCd6tGcdXHO0dP/zwAXf5DXo7TEzQUQ2Zq7WC0jS0VNvWl8s1OEOawMGoOWN29Yw7F1jEhJor7vf7Q0FfSgnBxLZtuN/uD8WJ+60B5iNnatPWWrS20qYtqf3Yo7ghoVCYntWTXiz5/Dlvrg9zy0Q1c05sl83ENmTFVMHlekVvLUj7Z4X22bRXfe403q21huv1ikk71B9ReaOJGe3oGEMLqN4PK0STtdT0nh9Hw4fL4o/VbdMCC+khX9pNmp1Ptm0bAC2y3t/fFpop2rpbEXETmoMmuN3e7bqUEJC4XU9KORByLxR67/ZzPZ6rfdffm6JihWX67AczRfw8hWRx6WSpaFOKojNyd/vQOTanHpC2jPrpA34e73iVT/hUr5DZsfeBYxyYUCHSrb3jQ8qoLwX/+qd/wf/4f/3vMNOOehngdAfngZoYXZR/S5w0eeUksogkmpRNpU1goYc5nXPRbkGsX8P+XgORxHPpRaBnT/tgYpBb0sxVRHpSiwqblvjoPHf9M1AiXMoFx3E8oN3+DPih6lwQRuvfilf31/RkkG4HJH2NJRxa6/NTAfwcOp4F4HN89/EtYRwwMYXoZnAcHWXbUGoGUw40ZIq76guQlKvmOa7npAc/Tfti6QWTt6JyyshhLaJ8F2+pjTnBRBDjSPFUdSYAkPG5+uwrQcSKvhyn+JWC4DFLJIogHsPzVk2cYgt0N3L9lIHe9PMkTpDkn12sGBK0pkhSyRlzWHQVqW9iv/+M9PZHbOUreNPNEzQwxoExO8r2gpSBvd10MyH3giv49OmTFbKCRGLtdRXPdPPNA8zeJq0N3wtfV9dGDm1O2I8d27ZFzJtfF7eqOHPTzvfL48bEuJaOHnoR+m/5Ep7bZ14UuQmvz7cxRiiC9bP08HRLtPKEcfInPCufd1nCldEGwM5LJBD8fVxAIIYKClJhjGl2HZTw8fUTaOoBZs6Jj5erZuPC2utJW7XBIbWi2BWlztF01M1V0epptwy255gR3ReRfHyKTkRf13muQ5Misuoo7YV4WPCkjFJqXCtOjCSPXpB+/5iWav6MaO1DkWdOakHEU3MNhwh6IXz4m7/BKDuoZPQm+PMvfwYI6JTQ+4EmAwOE6w8X/PzHN/w8PuOvL5+QSofwDdLfcBxv4PIKTqQG3VMwac2Xkgsul4u2bO1p1Na2ofwWgaeG3SseEALkvEQ2em0cOYPRFbS4b72BpqXzyFLqw1BsT1xxFM8NpqdM4y/qfPPkEvUm7Eo9Oc39ORQhDUTYEPXogJw5uKdDLDGDWA+rfo/0vpoh4XP86sezAHyO7z7OrU+IwKN4Be7xtgOtaTsFE7VutqkBSpyfaFZ8DNKF2EUKbm/hp9mzR12Q/nlqwWRcKvfp46TtPkAJ92KvoebMyv+ToYkeYulcvriOPtDMYiGlHAUPs8ZSOZLop3jn5QCmjrV2o4gbWHf7taCL8R6tvQoiQxA17YMTMI4dF2Zss+N36cDP88DlsmFIQx/3pSrkk/owKWI158DXL1/s+q18Y/CKB/PoPUc0vCg6e5Lt+44LX0Ip7AgapaUa9k30TLwnogcLFUeNvOUFPFIIgCUS8SJHRE4ILGFioc2+Wbr9y5wT23bBcewP3oaeSTw1TFDFAubzphu4ipVSYmSoJYmIK6Xdh9CKHVJ0BQS99xgYw1qzrWPKRNmStbB1frldin/fdjRIkTBj7l05qfXkvectWFc+9960nOGV0OIFOIHi0OJcvIV2IQoAjzn0QlGRPjcyFrR2AHZ42U1pCyDurbda/XsxU/BEAStY90O/TyL1yjwItWbkXnD5zUekDdjHQB8TuxBGP8BFi9JjCGir+PDbv8bl88QbDnw93iDlR/ArI79eMY+q1AbLsCZR/8s5ZpiEyzwJmUSwbTWuq/6ePeNxoEwmkJBAZX3tCFEbRK+UIBBPose5e0718CLeXyOVZOIbPVCdaQy6Luk18L/rf+9yuaKZ36PTJHy98MNPSim6AAAWBSOETzAxiDwbwM8B4KkCfo7vNM6tlXMLg0zFqhulLny1VjVsPRkAu62Eqt2Wis5f2zfJxGsTiralIVuAnt4FEu1jTRlRBA2+yBunDkSROKLFohaZfah5tG+KIhItRX+9rW5hWUMElFpNiVqNS7T4Oswc6uawO+FVvGjrap3eE7NtZh0EJfmnnIB2xysGrq0hQdDbjt4PpJSRUtHPbYVuGAGbiOY3P/4YsWPNCmO9Xjm+k3ORlmmsFSvTN6FL3A8QQnW7HzvC3LZ39S8EcOxHcJDOxXREutnPPbTfz5utiPHYdI65urc3NRx2fz/f4FpvobAcY722z6VAk4N0L7hcL/rfNgfPKRitdYyuRXopl7hf7t3IiZGybupsQpjrdkEtm/IqXXVubVO1V9FDRN1qIKxnMQuBTuIBywE7PWN++PDDxlmN2ix5Yz/24BWWUlS4c6JT9NEDddIhMc+X0ADhhekFx77vkcLjqlLP3nXVOFsL1NWpWpCq2TumCkpyqUi1INcLmhCOSTiEkOoL3vcb3vcBoYrXjz8ivb5iZwAp4+v9jj99+RltNhxDrW0wp8W+aSs0l7wSUkBxjb3IA8FUwprZPazIKqVGu3ROfd79u+qzPA3h5bhibvl0LtZabw8m5z6Xlxn+jGvURzc7LFP+Hg3eOHGualBIhh4OIj3Enu1vDc1hz4zzEtnf3zijGrXJiADv5/hVjycC+BzfZZw3bgDBmwPcv42ROKP3d03aqJ7PCoCAZPwZNrNnCIKnN2QEsVlg6NBcG9MwEUa3KDfPFT772MHQDrckcVuUKRpjNWkG72/aRuWLNRhmTk0PKk0jeUEM8RI4mqB8MH/vIMyfWpVeXCnvTCO6ElVM6bDuE8hixgQTo90h71/wQozUCGmbSFmTE2Y7LMtY0A71o5sDQGKMvivqaXYQYw6Qq0Blgm1rivaSFVjEBMbybHTxgRcfDF5ijlN71lGmOd38Vr0K3cvPW5u+SYtttm6b44WKt2kdzXDLHBeFxPV23pQdAM6ZxCmlMMnV72tIT0qBxum1EcB4aqUUCGAGwgkpF8yu4iNtxe7LFqg3Rcv4AiEYYqcZwFogVzV0Nq7nAzfNClP/93FoLvDedpDlHs8psYE74q2HFC0oOLGhfMDLyzXU0wCi7diaRg+6CEVR4GLcNlroKKdARv3wMMb+kEd8LjRyziGy2DZVUXtB4p57WiStODvyhx2EIepPeW8Nb/sdczYIC973G16uHe/3GzYA6XpB3l7A9YqvR8N17vhhAskseYZxOL8tYoPXygwyiodfE0eWOeVAiA/zs6y1GhprhZmoGn+OaQXUEjARC0Ap7qPaFzHcEsazgF1E49Y8zmF2ZNw/g/to6qFNcNyPeAbONAoWpRA4n9TvBwSYxCBSmkuXdajS59T5r6aEeY5f/XgigM/xXYbIslwBEQYEwoSpAlS0KeC0gVM11CthDIRXWO9dDV198RZBTaoNTULouxoiM4wXaIiNiCxLDSZQTso7KhmpFrWK8Q9JZh/Sx4kwboskxFqCVvRpdRcbWLeYt6Ws7GplE2jftP8GqnnKLV4UWR7s8rZTP7CCXApKYuTEGDKBxCYoSWbBorY5x9ef8AMS/sPH/4jZCNf2FXL/gn0fkEm4EOGSMyBDDbdnhsykmz8ImTctVI0PtJBTVWs6MlZrXWIM26jOhfaxG5LVjkgZ8QIsvMmsANCNfwQqU0z5rLditYzPRZ+3MXNZBcbZAsOLb0VtcrznsELaxT7zdF/9O2zbBuMdxLxRPzvBHB2tqR2JCiXVGoTEEhzQ0LqbI1drLyYUTqBZwMRIPJDzC263ZtxCxuuHj+CUsG2XQD392nvB7ZuxX3MA1qI+VlasobDVkGf/DqrmFdxvd0X1aF3fSJkRNbrWAxFhv98VHeuKrlbLzY15mRXZdTTV78O3VIts3MGzRQqgRXlOOeaEH+7GnAAxgAzmitvecG8Tx2C87xNv944uCZIFt/aGfd5xeWUgd/Cl4uCCP739ARNmuJ4Zqb5gillF6dIDtUeahvIjfu1zDXC/ygFmICVSqgUD+37DcdwNuTZLKCv8oiDUxe4BvbXTTVAIzvPbTdbP9i9+f3LJQV1QOonyE727EZY9xnN2MYej6MGDHiq8carM2QrJJ4UBhDZB/g8v8c/x73A8EcDn+G5DYnXR4a3COcyXj1aR4IR6bVUla6+oeTDgcWMz2iyXy4YxpnL8gEAmHLk6C098EdTWq1kgdOMD5dWK9CQRgf6fF69eGE6RWJztQ1srxUnd8xSFZhvcaWV17ljOCbVuWjye3s/NXgXT0lIkIufGGJg0IeqUgm0SLsL4dPmAz2//hB/Hz3iTDeWa8HY07G1Hog2ffvgdfuo/Y1JCO3ZAJlJllFK1TS4TLAODBhiEUisyMQYW907se8N8yZIVs37Nw2/OcphBCHQDWGrwOfV+ueff/bhrkWGegW4/EzQAWdmyLt5wdCM4VOlsF0MPv+9oSwhX5vJ/8znXWsP+fmDLaprdWgNZoTjGwNvbVwCEnCuOfsPoHfVSIV2LMOVC3q1oUtWwotQTIjpXLpcrEjJut1ugkGNMvLy84n5/j+uc/ADhRVXvys+bmtwyx4RkLYynTMw2g34wp3JnVUCkcxGyovWcvuD3ZLOUDC86p6idEUMwpxX8U9BGi3vnVjGO+roHHjOj1BI8ztbbg4ehttSHmrVLw3FYy1oWst67YD8a7veO3hkiFaMDc6pf6ADQZ0MujNEb3vevOAjopaL1gUti7PuOnPWwhKlCFxHBse9R+GczIA/jbTceF0FKaofkVAQAMde0VezpQCkseogJmEsxrEr3w5TW1aLXtH3LyXij1oo+q7TPnEFXwXsrOYRWp8NRLtmEHaaIT6vw82dCbYKSca5X4RdrMYDtsvnv/OUC/hy/uvEsAJ/ju40H5a+vPyfBGaekhqRFvdOcmDxGR8o5ELRhhHImUtuWMcLWxJM3zoXA2SbB45RCWTy9pawbaQgYKuvGYaKT8Ggj994qsfElE1ZMEcDUdesgbXY1UMGLL8yulFVksdv1QRR5zN5ObrYZr8IP0A1/yMTA1Hiye8e83/DLz3/AcQj2X94xascXGZDtVdvUzPj5l18wZQAWqzf6CDWq8+BaGyCeEBCO93dkToZ46Z+H4CYZwsaaeqKvZS0rRzmw7osXh37/OXNsYIBmmzo/cRp3K+L1rPjps6/isfdoAevGmHEce3jm+Z9pIaB5z24B5HPP389/JmdFI125PecE5tRILVl8xJyzclVzUfNmyWHsHSgkTWtzDgzpEDHV+JyYMsC80NTWGr6+fUE7WqgyvSXJ5IjR4okyc2TLunDB1Z2ubL3f7wCAy3bR58WRNmvDOlp1thYBtEjglND7KozPz5AjxD7DZWo28OEiBE76PUxoxcThr3mmgbTW4QJatztKuaDPARmE231iSkUfyhsl0r/TO+Gr3CAVaKOBUwFXwkyEY6iF0iULclrUjszJxE8r8rC1hjF6tD6HJdPMMe05aHBT7e1yeWiLh2Lc1jU3gffDzZkf7IeaY9/jYHK/30KVq9c0naynenQI7vc9Yi7PB1l/RrRQ9EdKD7FL1dxjnfP71lrDtOQhGPXGF+AZz6csJPA5ftXjWQA+x3cZZC2pQOLOB0wybpaJK0Bs6IUuYrlo9JanUWQ7sfcpIGrRugwkhPCwSHqB4Quzc5HYM4IFYNFWUCe3RFiLc5zGDaVUBfEIbpxuaIpYMhMKqdnvMY8oSL1F121TceTTW79s7SEAcJVu725SrUv6aufYpgVB6x1MCdeXD7j9/AVv9WfkCrzn3+JWP6FvCZQ0EUH6HSUT9n1q8omLBoTApO3gxIyRFGFtx2FIn/kZZo0Jc57ard3C/8+FHKEgtuG+i47AATBu5/JjU2sT3bw8l1REwszYW89e4Kz29AxEycUX2l5XS4/WOl5eXjVKz15XizZDDE8o2EJuE/oYdp/U0mQ0K8qSHkY4AczA/X4DJ8LoDSVnHPcdzAkvL6/48vVnQHE6zNkArUXAlDVlhROEl/2Gq6FxfUVvRxSmXtBdrhfkTIGyuWgg54x8ySEmcTuinLSQ/eXzL3HtHenSjF8KBNfRpJwy7rsWjZm1hTjGABc2xfNfJl8oP27Fm5VSFAUbhmJaez1NnevzxDtLidHasEJwYkJw9AOq3s34+nZgb8D9mBAwpO3QhJuC93mA00CiiZoZQsCt74o820Hg5fIBYwBDYOi24PCc6qyWPDp36FRMKZrmgrSctdPQu/pyIluUI68D5u32rt97LtX1g/WNKa8dIZQp4FR13bGuQrM5NsYwNFGtnjaLsHMU3K+zK/C1GDcByVhRf3MO4yoOjNn1AGOj1Ip5v1vBagdKQ4W//vLLWpSf41c/ngXgc3yX4UUN4FzA85+uDc292uYkS8NwhZ4WaMQMMfJ2ru7RhfW6idEMOfLfcz87R9AYHAjI0Q4tLlvHdrmAT9YJDBdkrJzeOSmKnZIKrpesooDWoeAWQTCx1S3aMQNATskKWLNoMLQh5xKvx+Sbin5XTow5BkJZaKjhHAn7fgMLQEI4RLATIXPCkQjXDxNy/TvcDoJkgbQvIIgidTUh74y2d4AYZK3l3gf2/QBfZKVicNLCUTw/eBk0+z+uNgTMZ9FMZ93fzK89gEBfU05KVDdU6IxsZF7FmRcSPi/csNhf18nva7PVuQKkKDDu91sULa4Ofnt/C2sUT6VoR4NA0O/6Pt2I+WN0jNaUs9gOjNkwx4F93kA8ARogVu81mYJJE/f7HZfLBUe/Acewwli94bZSDcEeQKLw55tz4rJdtFjmFP6Dfi8Cdcbi721F23X7fUfd6uJJEgXid7lcHtqarhhVjdJq2+/7jpkfs5T9Xmm7tgb9wlupvQ/ULQc30e1dOPGJDqBcRUfHIoItJdxuuz+4yw4F+ky+tzfsTXD0qR5+Vjgq91GRwn0KPpUKEkKTgduY2JJgP3b88LFAZgdTQUoVYygiWVCDG9xaw+VywejAYQWYGni78lc9/pKJxtRU3T0Ul4XM68urUT2WMr0bDcTbtE43cOR4DOUdSiyEniqiaTspq00PsWYvu/AK0OJzicQWnQLwBBOBDAlxjR96nMO8ElBsvTIkWOcMQeYRa85z/LrHswB8ju82HjiAYq5ioj1g0X6UKhDbHhsGIGqlkRijC85tj2GtWzd0VmuWkwcWndWRivgJmxpwrFYwDAHpTduIY3RNdkgW85SSmkMraIYxcBIbKFpITJhjGCKn74O5UEdVjarBdLd2VrRojH3tCsHYrEkVzmN29BMHyM2hZSgiNlNG+vgj+Os7vhw/4VNKmLmDJ1BEkJlQOOHeB+59xOfOuSBzBprg5eUFtVhBlVZ17i3usEmZM9q8Xli0e0MtNVpaen8R/3bOmvvEedrEGblzjpkqNgljdsCKlNUmc85kthxZUy5jLEsRQ2O12NeN/H43bmFiEBM+fvwYRcDt/Ya61bDF8GIs2zzwa957Q58H5jwwpSNlQR93gDqI11zVzb3j7f0NIC3ynEPorcDMGaMNdMs1dvTNffK0QE7hK7latDOEIsSEYz9wuV4QynR7H7dwuVwup8QHtpZ5jliyPnpwz1YEXMG+nyL8SAuKPhVpT1ZAeoF/7PcwHx6YQd04jiPoF5HlbMWpiH7GlDP6OFTYUArooBNX7hdDr8RU+wcgAywTYzCQMwYGBIQxBTI6Bmls3GEJLIpC7qBUUDIHCna5bFCD53WwALAOLMZbVNWu0UlIObspCZizCYKWslztU7xd7pQOjoL3HIun92r5VKrH6BHo3hgDCSn8LfWAaNZUAgyo0XOmHAh48HFzioxtH0EdEWu7974oKidE8Xq5glMGUQFw+/9qjX+Of1/jWQA+x/cbpw3A/gMAzMqEMIdgDrXhYGZwVtTEBRFijtE5F0xIcPOECJMUHQRp0eCLs29CMgXdkg/cSgEwDhSpSlCmFmkqOFEExAsTj9ZSvh6tz8jq9D+tTaMb5FL6eQtXjZ5drADj9M3Y2Mu2YcyJRIQphibNbibCj7YzWjglgLPxDSdQP0A+fMT+/hltXgDe0I/PAA0IdbV/GECWiUkEYWD2Dq4VqRxIVMB8AUHVtSJQJOKixs7eUvToNi84SikR++XWLr13vXagIPwDC431IkaVsSkUxrrRm3+ccaoABGrqdjDTBQ1YG5jPK09BUPRFUct2KNITVhmGbjjp3luggCKqzrM00BRq5KsISRsHKJEiN0xoY4L7wAQghoT12SEJOkcHK22ACYQCoGIKcL1uuO0jCj9mRrWEDS/gvCDxlqKIxLVKrAiRF7f+3SYE1+tLXMcw2jbfvzmnfj4TAbgoxtu5APDy8hqUjTklimM/v5VS4rX92XLVsReb23YxJXxW/l4omS0lBSrGEgB9DvQxsLeB29HQ5kSbgjEJoxOIC2bbVQGfGZIJre14SR1IFwzWtA8kYDZCb4e1WjNyrcr77CpM8eubkllDtR7PLSc9RKzYNop5oEInayXDrHKMB+jFLnMCM+F6vQYf0g+hek+13az31a6HcYwdhd22x/vlxZuqqEegh46M11rDNomYItLQVcDOa2ZmNGnYtophIq1pxuawwyhJR4JY9/fZAn6OZwH4HN9prLavLjAkFAreMdRUmXM2Q2RF1FrvKCmtdlIxgv0cmhUsgvFNm/E4jgeSepCmZbUKua4NMxAowAqybl5eZG0wbd8u4UaOzcyJ42Msj8CUM5hXq00RNSV+t9aM60YmHrBoNG+RGcdNr5Lx3SxvVVICzxmkeX9dkQ6aAx2Mo1zRueIl/wY9vyDlG4QaJhGOPjDaBFNGKVeINIymiMB2VZsQogw4P00Wj1KgbbV51yL09fU1Wqq9dVTjKSliQlFofJvQAaw2sPP5vMgGVFWp6N4JGTWbDocsnBenCm2KzU/bbBI8REdGat1izpRSluq2jyhQZcpKOAHZHMpKRTAvv9Z3CCyCLmv+s0DAOaMP83Uk4Gh3cGbkWrH3DhY1ABeawCRs26u2G3FHLtf4XD6fHC1zpNPnsxwSP+f3hBNH+9yRLG/1AcDtdou2uYgaQfuz5K10V/96QRhFtr3/+bWBJahxFfCc09DdHAVfHx3v72/q/9dboN85l1CGT2tF5pTQT/QPQIvq+76jz4neCUzqW8kpY84GxgDmwMYFgD7riQr68QZkQh/vdrjMIaSZhnzrQUAimWfMAZ4cSO+2bYGA6iEo4/14j7lDzNj3I9rbMsVykc8Re/7sjOBFfvnliynhr5A50U2Y4Wk3+nM5rou/1tnJQLsVXvS1QFIdHQfwcNABFE2GIeW1VBzNYuXMfH+YCG7KRNt3HPsdwLIbeo5f93gWgM/x3YYvKVNEERNZ4gxggkQjiMYcSF44yYr9AnTh+rZ94UWcq+jOFgphlzDmA9rji6S3T84WIl6CsSlffbH1vxdIn2dtjhnF3lI6FqjNy4DIMOGIoLUBzjkQgJQSrkkLgQmAbMMtVDBJW8cuDvFNao6B0Tv2dqD1hosb/H74AenDf8Y/i6CSAMzoxtcSaz/PCchMqgScgloKmAUvry+GoLlFTgpkI6ccLUxvFRKtODpvr7tQ4CzOcCGFCmD648ZCqyXmG5jz3fzv+HV3JMQLRxAClfTr4r5n99s9UIzeG15eXvD+9h7FY92qHjCOtoygrZ1OiWIT7Q12GNC23pSBum2YXybKVZEtvTfDUFtVw2q7TdEVmfoznLWVmVj9Bul/a+/vY3Xbrrpw/DPmy1rr2fuce+4b7e2FFm6T/lKlVaGoCTYWBSGhiIZEBUVq8A8Qi60otApKJfZFTLCxKERC0FixxIgJ+oehoDY2GMHWYgEjGmsLfOnv2pd77zn7edZac84xvn+MMeZ6dstLac/X2+tZgxx6z97P2ft51tsc8zM+L7L5xPkxhYuZdJrcj9U4bkkdIoJpmrpp97mnG+Aj+4i1rF1VDYFuXM6cP86bC0eccspYSunno/P5QrDIt9hVyZo9uyFljmq5cbpy9VylrU3Hui79fEpVJNx4IMp1NXRsGAZACBDqP0ejGRdQANppQQpAYwIhgRowWFqINOWB1lJAPGi2t2y2Kj6edouhfr5scuANcOekmnCj2weJch2PxyvA85/5zOAe3sia36EZlHvqynl8W4yxx7H56/tzyRrlmBKGYePT6mh7s7Hy39vtdRy9xqbwjjEq6mubyrIsMOWdvt8zRXEM1B0R9tprbwD3uivVx6mwURGgKIpsaFBMOu6L0b/W0Cp3aw6ulh4BQkjqkbb57J15Wrl60R5+gQKYNtRHwmZ9ofYiCRGko9GzhpNFkHNEyhkE48+wooVO3g5k7yWoYMMRQm0IBdM06s9JuoPPw2AcPh8H2eITTZBRLB8ZjGaNFKOdPaAjGpEt6BFhNJXl2hDSBSQAtTG4FlBKCJzRhJCGEUSMsgC1CWIcbQR2QmvFEg4OwBAMVdhMnzcRgj4OxnGyxtZ88+al+76N49j9FIGtofPFyNXQbstyTmZ3crvn3kbzV+somI+EVSWD2iqIN0Uks6ZOUB+v6c89nU7IQ8bpNGtDR9s59rF2jBGlFbRSdZGsVe2BeGs81XJlVWFMUwPjBk0IUQVmRQ6qWNcRagNzwTBOyIMaMhN5rJ8g5q2xJaKO6HkDHUlFQsuy9CY854zj8YhxGPu/dUTOKQIs3I+hjsQTWil2DE44HA79fvFzGKNG9h2mQ28Sz4+5W+rEGLUxPEOdtBmhrtpe6oJxGhFsrBmCejcOeegqVf3dQFmrHnNpEFE18PF4QqkM5gDALXAKQtLfGbKi2CFFrFWA0nDIAyIDjQRcK3IaURZF72PUyElHtFNWVJbYLFTOvqfNsgV9W+U8ICWlRShy2Doit64rCKQ8UvtMqibPIGpbE5ZiV0Wv66LHomkmtSuM/V5TRwTuG8jWpKvgfSPr6Gy3eYkbR5aZO83l3DrK029oGLswh4jUGzAlrLRZDe0j4L2AvQHc6y4VEYGdGRYCcDYqMTmIqQz1v3WHnEBBxRFqg+K5mbbLJu6LP7CNe2NShAH2ujQmjHHs40UfETqiUWvri4DjizoiCTa2NbQphjP3fc0KFSgx3hs5YUYTH/Paz5SzfFHjA4pEiGxjolLUajlgW5QdFZG2IRe1naFsraFCQAGYzGQ25IiIAadyBeYKVhs7CEjNoMOIEMTGgxlTTmCeIcJYlpNx1tRGhYgwDmMfPQIuflm00SLCjRs3MJ9mpJw2exV7z67sdBsLGALVFyTnV9rXGsxaxBb9EAMGDD1Szkdhp9Op2514E+8cNud0+eI8DGMXLQxD7gpbv1YclfQmbJ5XXcXJsqnbitZWEAliIFBQJIvSisYVAgYFgNcGgCHcUJuqm8dhRIHlt9qIVQSY5wU3p5sdtenIEOt5AZQuUarGp3nyQ2sNy6JZxM5TiyGaJ2bo75mIUGXLOhZsDcThcGHng/p11NMoDGn1kaGiY5pXfHl52TchKaeOCGoTqJ+LRUeqwzBc89v0TYBm8ipNwJW1bI2P3tuqABYiECXUsqhiuhRQrBAo/zSMGRAGKhAk4HjnNtZxAAcCSFDWFdwKhAksASGKNeyaolFLgRjNIybduEGU56iqZwZIuvuA83zJ+L3K9dNrbBiGnt/s6KaijW5yrvclsPFMt02wmlK7OMmnGX7/A2rmzdx6rrU3eX78mXVSwU36ZprNycCbQEdtl1WTbGqrnRZjRFpFAUUwHQ6gkPb+by8AewO4110qpU6jP1h8JCOAiTcYwfI7AwVTxjEC1DrDmytVQFrjZqH1ivRtKjy39PAH6sd6AZ4rK/sIrLbejLlQw0eem1GyPijRcDY6BkCmUmb1nhMR5MFQw67S08/qVhrniGX1sQ2h8+p8Z+5NlKMt+jJS/zBW/0IWxioMycGaXzWxbhLATXf6ZVkwpIzldEIICSkBzBVraZiGiGm6xLoWCIfNkw7KqSxVEcLzPN5tAeKOWpxnqQ7DoF6Cpdj5tLi4M0FIY22SvKn1r5dSevpBrRWoW06rGMF9mZdu6PuxjWYO2VJVBOu6XBtherO0lEXFRCJKjLdm8nA4mE2Kjt6bjcKUl6cebY0byPljZqTrrhnTNCm6g4KFncvIPSLwcDgoSmTjQXYELkQgKvoUY7T86twFOIr65E0MdCYK8cY7mYhBm2Lz1MSmulZzZ0WwUho6haK1hnme+7kjcdN0NusZ6g2Ijy51U0C90VYTd22MWm3XOLfnmzT3N2ysI/NWuaus3T6mMUOEEKPRDUIEULroZzpMGFYgzwvmjz6BcRiQOKIGYDVx0Xw6oSwqcgoxoJWKMEZt3kkV+3JurE2hZ1kHIpSqyR6OBseoo16/Vnzs3T/zmWjDn0fxkDrv0Hc/+m/098SQoMKyLSLPbYmcv6rNJ9nva2ZzpKhk36iYRQzzRnlZFv2cQew6scDLYmkgvlFQLm/pSOI4Huwps9EK9rp3azcDegZWrRXf8R3fgcceewyHwwHPf/7z8V3f9V3XuEIigte97nV49NFHcTgc8EVf9EX4+Z//+Ws/Z1kWfPM3fzMefvhhXF5e4iu/8ivxy7/8y5/UexLj95kAsLvTG/2v75o90YMIyEPui/cyLyilwp3r3eMKAMpasK5L/7unUHh5I+EP/XN1n78qpohhHDV7N+c+pvPRYrAxkkeQNd4WOW0iLVJrGnV0ampdIl08W+MemSZdyKH/4X5hQ8qYxkm921I0kcyG1LhlDZvPGFoDNcZpOYEGYA0VKxicASGzloE2ijEoT7Bxxbzc6Quf9V2Ihrr5yMgX7GgpBOu69nGvNsvcvwZSrlaKirCWVUdankjh3CUfYXYxTgiW9qHoYYoJ2YQCvakx7tQwDKZq1OtmGAesy9qPqfMVnc/p6Fgf31b3l+TeNKnvW8K6aNxXKer7t8wz5nnG6XTCsqw2UjP7HWKclivUuur1RECpq20YVJ1aWwFLA0ENuGPSZA2igMN4icuLS8SoqPG5QbaLY2qp6k9p6KDAeIs+W7Zr4nxz48eA2dXvoY8ep2nq91dKGeM49c/sf3IeVCRi5yqm2MUjbtnj73OZl+5j2e2VnKPImzjF7z0AGIdxQ8igCGAgfV2K2ZDagmWZ+ybAnxvinDSB5laLILHg9q98AMsv/xLK//4Q6tUV2low5VFNrEUzjEdTVidDM11t3hp3ZDmEoNnVpeifjhCbsCuGvgHyRq9ndpv6V0e+oTeNPV84bM+rUvQ68X/r503P5aZ092MOqIWRnlvzKRwy3Fwe9nyhoPdezlmpJhRw48YNVdifnRe/1tZS9Bpiv5dGfbYQcJrN/kV2CHCvvQF8Rtbf+lt/C9///d+P7/3e78V//a//Fd/93d+Nv/23/zbe8pa39Nd893d/N77ne74H3/u934uf+ZmfwSOPPII/9If+EG7fvt1f8+pXvxr/4l/8C7ztbW/DO9/5Tty5cwdf8RVfcY1o/IkWiaJVQQRRgEQANQY1Blc2w2MGUQNX5Q5JUxPkYKNX52G5is8XFHf2d45afzg7aiaW8dnUZiUKkKBjaBKAWMdMZV0tmQM27tWEgbVWVEsYqcKowqDzhzjQc0yFPWNUxQ8pRlwcLjqfTjmLYiPt0Ju6FDSvtBQb84LRxOLEBNuIBx4jBsSkViMhZ5R6ByMEUzgopwcEJvVvY6lIw4jGBAkD8nQTAQm8AoIIooQpj8gx4+LiEsD1cZT7xDlp3XlqOeW+UAmkj7FAsKZXo+F8UfOUA/WPswV3Ld3vjs/GU/77HT3MOXfPO0cLfbwZghoeD8OoP8PGqSD0952HfO068ubGR3aqoI3gqtecUEDMAxqMTG9kfwajYIZIQQpqktzg4h/YCNFsPoQBqSi8gKkhYESdBSSwJpFR1mKNuSc4aKOcUsI8z5iXGcxqLq3Hb0UtBfM8d27luqxYLKqutdYb9Forjscj1nXt/7sui402t3hBb2jGacI4HqxZKZiXGWT30zTpxiSlhIvLC+N6Uh8legMKs4PxxsXvu7quOOQBgQGpDc1MiQszagVOR/0M3NbeTHYhFpRSESlgCAMmZHzkiQ+BTyc8VBseRESZTyjriuPVFUQYQor+LscTpEnnxqnKtl3jI3t+8nlcoQhwPF6Zyr8ZYhb6MdssdPS8n9u+bI057J7Q++icUwtD8Ys1Y74ndUcB5zG7qltTU0oXDelnaf3Z1qcPUDcBRWU3w3v3YUwxIY0DqujmQ7OKC1qtoJzQaG/89tpqHwE/A+s//If/gD/yR/4IXv7ylwMAPudzPgf/9J/+U/yn//SfAOhD781vfjO+/du/HV/1VV8FAPhH/+gf4dnPfjZ++Id/GN/wDd+AJ598Ej/4gz+If/yP/zG+5Eu+BADw1re+Fc997nPxEz/xE/iyL/uy39J7ctWrvQHoAxAANAezViXX11oBpo70KRdPH17TNBoqZ7mwttgJbHEOvPm52c7ajW1T0EVOWH3wHLWLMUA6+doEJMx94YNxnhxJ2ojvDUPSGLR1XZDdbd+RybOPS4b2udebxs3p5xIWtL5AtT7mao37QkikY/JgwpGcEtaqvCJmwbpW5IN+P4WAIhXDMGJdZ0NkNKdWQBiGC1zdmRGqvjFtQoGrO1fd8FcXQvSxqSMyziMDoadwSFV0ptgIz8Uc4zh2i5N5nsGFr3neuU8ZEXXTWv39tfvgnSu53VYm5wz3N4s59tHw8XhESgnjqOM2V7/WVruCEtgsh5Zl6ZxEzxyutWojRQRuFcu6oNVVrWCqbjxKXSFS+zkT8evZbIKCj7qVUxViQhXnkkXkNKAWhoCRs/LKPFvZ0S5f+P09+8hbSLry2QULjta5J5+v335cat1oEs5LPJ6O/bwy86Z8ZcE8Hzva6sKeeT715sabKEfR/eu+8XEBgqNlzIxo+bRXV1cq8koqwNDPFoGs6FXi3EeSEIII9SZKvTgDQBHMwO0nn8CNNuAQ7sPNW8/F/zp9FHKRtLm1exoxIptiep4X5KzLGUXNLy5lVZ9CKf3zaFMklr/raLImgLS6jcEdodwa6ARVzs/9OhBhHI+LIWyxWzwpoqrnyZ9jXeDkwhIiTNOhUxi6Y8HZfeHPJD8H5PZQIUAYXQzkdkJOv/CmEc0V9twpNypmEex94F7AjgA+I+ulL30pfvInfxK/+Iu/CAD42Z/9Wbzzne/El3/5lwMA3ve+9+GDH/wgvvRLv7T/m3Ec8bKXvQw/9VM/BQB417vehVLKtdc8+uijeNGLXtRf82vVsix46qmnrv0BzFnA543+BTpTEBraQ/ZnHAZrblYbvXnKxHXUppv+umt+28x+3SfLR4ApZYtekz7yWNYV61r6w1QTAHSx1/xQ9NGJP2gBXczd0V/HPoxaG1Lcsn91pLiNWZUHxhv6wG6cq+M59QWLymlKyTwF1e9Q+0VPybDjIWzH6oCURhA0wmxZZ6zrYuNCXVB99KqLecB0GBEjQUTRkJRHQzGl84NSTD1Gykd6OWc1kTWkIsZo4/Ohj9fnZUappSN+Po71lA0VWyiCtZZV0UJv5EltWCC41mi4f52jU45ceHOo2dEm0IAnxbT+Obzh8wb2nJ8WQuifObjVDwVEIuQYzlShfv2FzmFE54xuCsxzaxUdsyXEoOPt0d4njAfoaLqrbFNKmMapN1Ai6tGo7wHmsXeEi23C2QjcG8Y+Xjf7FP+6mgkXXF7e6GbYPoadpgl5yL1pLKXgeDyaJ971xgNAP/8+XnTk1U3AHQVz1GoYBlxcXCClqCi7nQtF14o1tGbkHTOYNXFHGydGTNlU2BUUgQjBEAcgCG4vC8J4A2k8QELAMFwgDyNi1pjGmBIOhwNSyn2DqMcj9aQUYMv3Ddbo6j1vn1tUFJNt1JtzMoGGxbwtC6p57DmaHVPsXMoQqNMpRGAWQnrcct44t9W4h4D6Yro1jV8bnl3u96Q+m1If5zpauRZFhJUeU7obAgAVbEXlH+oYO/glecY13n1g9toRwGdkveY1r8GTTz6JF77whX0hef3rX4+v+ZqvAQB88IMfBAA8+9nPvvbvnv3sZ+P9739/f80wDHjggQc+7jX+73+teuMb34i/8Tf+xsd93XfTXrpwQBsfUlsPlmZ/Nz+xnBQJYFXL9REKM8RJ2DaK7bvgsI0u/esbujMjurCjaVSY8mQa3FDWrSz8Pa6ldN++8wU+mrlz60rOAXCj4BC6ma8KTGpHHF2EcO411pr7/GEbqcEXEht5+nhQzsyijexfCiNFgJgQEyGliNM8q7UEJbCsEAlYloJACRSTceaoj6THYewLm1tWsC3I3kipMjT2BR9sKQg2CnUVpZLsFU0IniEMPZ/DMODOnTt9fOt8sMYafxWSIXXs0VVlSzXAhjip0jH0BVqEkey8nkfNMeso/fLyUpuTquNqR3U1VQSdP9iRsbaCScAEzKs2mp6V6hy8FDOKCde9iY9JYwNL29StpTEkwfitAbU0HA4XENo2Mo62eiM3DAOmadLvzWpMzI07926eZ+SUDXWzjQvr9w+HgwljdAPgzf/xeLRxYetCGyLCclxw+/ZtjMOIlFO/j1yQoMKljbOpCRKCOtculKplix5zv8UQgv6MtahyO6UueHJF+3XhlTY782lBIDVUVxW+jlpjzLapuIOcGU/NH8ZyVYAbjPEzHlUEPVyicMNpWcBFG8h1mZWjh24+0NFsT+cRkS7UOb9+9O8FMSas84xhyGjGcVWOcjSaigqMpumgAgzQtvn8uGtSEG3zpOIadC9ITX2J9sxqnbfox8abwa7AFqBx6feZP2Md9fPri5A2lfjZs0ytgszPUoDD4QCgQfb+by/sDeAzsn7kR34Eb33rW/HDP/zD+NzP/Vy85z3vwatf/Wo8+uijeMUrXtFfd96QAZuNym9Uv9lr/spf+Sv4lm/5lv73p556Cs997nP7A+V8dOT/Ky6nFVeCKheGakNOAyQIUlLkxG1X2DxYPnY0UtaNGxgodLNcr1Kq2qWYOtP5bn18QtR5bY0ZecgAbQaxADoHJ9nO29M8vPnrohAf8+SMUmr3oHMVolqtbMeOLRJLsSZRJS8ApoDVEikAG4kVi1qDe3epFQShoshio79iiEJGWVe1RRkvUYsqjKUJhPT3kqNgAVjWTeFLWd8gG2m+tc2w1xsVZkYKFqslOu4L0bJnsyKI7tcIAJcXl7hzdQetNgzj0CO6GjcdFRvKAUJHQByZ8N/ZuKGZOtkV2fXMxLe2LX7MFY5DVpRtXVe0ZWvyQ1Cyv2bjsnr91RV1ndGaiT0MEXHuno9tc74Ao6LW1VBAsQU+ghHAbO/d1E+KjkWsa0EeN3sd5+H5ZuXOnTud++jo33SYtEGk0Hldyvni3kD4mN25Yy6WcnRWR/QBlzcu+6i9b6IC4XQ69XOv16TmD6es53CcFPVaZrWj4aZNBEjHmf69UkvfiMWUsJzmfl8KbaPdwmsXU6kwwThz8JxvtWQhVCzLHdy4eAjcGJf3PYCP/vKHcDEKbjxwgeFywIIZIgE5j5onvGhDHIjUbiaGbqvinL5NXK/vSSx7+Bx10wQQ6g0cgN4o+2fy46W+h+ciHaUH+DF2QRk37qIkfS5pE5qSodVG79DNqjbX4zia24F0KkMaEsYwQZixrLpJdjR9GqdN4FJLtwpSAZByD9XSRu8F51d3xc1e93ztDeAzsL71W78Vr33ta/HVX/3VAIAXv/jFeP/73483vvGNeMUrXoFHHnkEgKJ8z3nOc/q/e/zxxzsq+Mgjj2BdV3z0ox+9hgI+/vjj+MIv/MJf93eP44hxHH/N7/moRTlytjx3VTBDLPM0xQSKAdHQIEWbFHmJ0TyrgE10gI3M7f/taRW+u/csT7XZCMa/42746ykN3os226XDlH4ppk6krk2tHEotHfFybp4rhwFBqzoKGrKiDcfTSUnYNrYGjJ8Wo4lCIhK0YVnKAha5hnKFEFCqOIXSlKUR3ATzXDCGCdwqYg64ceMmPvKRD1tTgj6+KmXFkG9iuX0CICYOYYSQbKSe+qJ3PB7h5s5+3s6PMzeNX0txC59vtSHl1JGUrmhsvjgq6nR5edmFAq216wvkx/yvL7B+foqlVdRSNzS3blY6bulxnshQqhohAxs/FNh4VIB7HDbznWTEAJRFLYX0OlU18LouyKQbC2kNTQxB6eJy6WIII3VCREeOtVYcUkKMmw2Lby668jpEXFxcdGVzt+wwSsJaVhwuDh05JKJuNH5uebQsC27evIlu22NG22VVPz1taEKnPXhqi/9OH/MO44Crq6tuE5NzvnYsQ1Trl2Z+euM09vPPjTFOA+igymM/5swmoNCbf0NYo3rtEQiMCgqMEPRYHy4OxoWdMF48hBd83i189EMfxvAZj6AS0AqDso5cl3kBYUQ0rnEV6fZK5+k2/flgCLDYpmMcJ5QzYce55dH5GDnbBkjRXhd51I36YP6h3lA68lh4U8V7gy7QkS0RjFOoDaRvgpz/zI37Pdaj4EibSr/HYow4nU5n0wp0xF25nbU/P12FrM/eAeeilL3u7do5gM/AOh6PZ1wOrfNd6mOPPYZHHnkEb3/72/v313XFO97xjt7cveQlL0HO+dprfvVXfxU/93M/9xs2gL9eqX4VaBAIqSk0E4CgykqBACFCQPq6VpUcDRdeKNrhNjExbvm/Os7YyPPOjXHOjKMoPjLxp5svZvpzRJMfyAj8TZWXpRYs66J/5qXbc8BGKxC3fNAdu6uTVbGrqRaKgkQb6ZGhXdp0ppQBUdXzvMwopWJZV1UuVrYRLFvDFzq60JjNiqYhZjXMXusVKhe0BhxPM2prmJcrbWgrAxzABVhOR1wcJkyHSwgVECJiCAgQXYyNa+Vk9XmesSxL53M5+qdihNa965xL5M2AX3POqRuHUceM5tl4cbi41qT7v/Gf742Pc/UoUFcJA9rMr6vameRh2JpQVl877cM2gcI1IU9jgEUbBPuTY0QKEXTWkACMIQXEQAgxI6cBQdyIHOBmAoIQ9NKKofO73Fac4gpIxRAvQIio0lCa9PcyDENvZB0Rb61hMAuTjpwZR3IYh87TW2YVJlwdrzoi7EjfxeGib7DcuNttTtZlxdXVEafTUTl2cfNvJCIc7Nxolm+10aDeaz7CJ6LOwR2n0c5RuOZdOU4jTvMJaymoFr2GEBDNlzBSRIwZFCPSkFFNVdu4Qt+8xiymtKGpQbVZiJeXuPHww0gpo9GAk+izZUwXyJQQCCitQFjfS7KsXR+lOn80nKl7FXW1XGND+fRzb3zg83Qbz7lmVrGMq7WnSTmHxexl3H7GNxkuunAai0CQB0XD9VxpUw0R42ZmiOh4/3Bx0E0ZAcmU+G6z1K1sjPfrMYJ+7zZuCCCMeey0BQKBleaIZVUj8mt87b3u2doRwGdg/eE//Ifx+te/Hs973vPwuZ/7ufjP//k/43u+53vw9V//9QC08Xn1q1+NN7zhDXjBC16AF7zgBXjDG96Ai4sL/Mk/+ScBALdu3cKf/bN/Fn/pL/0lPPTQQ3jwwQfxl//yX8aLX/zirgr+LRUR4EpgwjaSgkBoc7Ava0EYR8RECJH6wxmw2LUQNF9TGITNR8t9zxxROueK9ZFwCAhn6I9zdFTIkPytIQRFQsoaerPqCkdHWSBAJOoonY+bQWRiFpxx1ciQRU03EZuwOAHdRQTZkkM0nQJ9wVZivS6Huvi0rvLTES7AURBI0EQgVbCsBWxGxDHq4pOzeq3pAtuw1Io8Sif+h6CCER9fNzEj4VaQ04hlWXoj4AsMQceGOSki5OPKdVkRBm0GAoXOzbyWwmHZwf73c0+7+TR39WcyAYqjw64uPedptbZF1REFDEPs/DXnrvl5JzIjbUAj/Uxw0moD28IuvikhQFpFgOiGhE1gFAgcADTzWrTNDNk1BnAXo9R2BylmZBq1sWq6uNdTxcXhAgJFqN0DsSN/ppjWMT93FLQrRknROR/T1lp7kxNC6Dw/bzR9Y+THMg+DGjCHLe/a+ZbrqgkVidLGkwybwt5RWP+9Lm4AgMGi1uZltkbZOIVpQhM2QjBQDDFkETQxvisAN7B2VFU3cxEiKjBZ2wnUVjREDIeEucyQPKGlhMKCSAk5Johosxw5oUrt3EkX3HDjfg+6lQovqyaVnImBVERWrOFK5vmn9+K6Lv1eHs1Pz03EiQgXFzfQWrGvq8G1SEOMFstmwgwCoZa1b3xSyhjMdFqfOVvWr1vH6Nh/RWu0UTHSedO6GUunlDQjel3R1qJ0B0dabQNLFLpv4T4C3gvYG8BnZL3lLW/BX/trfw3f9E3fhMcffxyPPvoovuEbvgF//a//9f6ab/u2b8PpdMI3fdM34aMf/Sh+7+/9vfjxH/9x3Lx5s7/m7/ydv4OUEv74H//jOJ1O+OIv/mL8w3/4D6+NQD7hOlMBu//d+YKsf875fJ7Xqg9UT9ZQYcYKhvJw/IF5novqeajn3L8+GhNv8gKScZhcXUyk3nnnD0CyUbX/W298RATLuhpPKfZmSVjQUK8hWU6gd9UvoOKS6Mim6GJXVke8Ql9IYojgqAuQ2IIVY0RAQmjB1MZqDB2aYEgJjbSRU8Wz2poQkfF+gNZW5CFjyBlCzi8a+ihIFwNsViSrikTcagRAb4jdqNgTTvz4pKxj5MvLy94s+Pnw8+2I3BYptnFDp8Ok46yoI7Xz5tsbVmEl7h8Oqi7dUmG2BJWc1arHkxA6cV421XGMtI3jSCxhJYMoIhgytqxXau7sljwxop0WTHlEo2acTs/1FcQA44lGMEVAEkIYUEpDhmDIGdUynl1B3bghBzW9jkGzef1zO2q6rEtHtb05GMexm3Izcz/255/3/JgA6GNER6gJivZpfN7QEdPWGqZx6si3N0ClVKS0jadd8BRCwGle+z3vlir+fhSttYQP6Mg1hs3mpLYCAdsGCrZhU7V9DAAFIIwjGq8o0pCDgBJD+IhIynsj0nSMxoRlEQQuCLYxGYexx+hdu/aIkBP154aPTrWpNt/LPPR7qDfjMEoG9L51uxnnXqbUuiBnExBh83BcT93AeTYT7HEccXXnjuYp2+ZSm/MMt9NSJDRhGEcc79zpYingjC5SiinBlVfIpJtR5xC7+4Jb0VBQAQr5ydvrnq+9AXwG1s2bN/HmN78Zb37zm3/d1xARXve61+F1r3vdr/uaaZrwlre85ZqB9Cdbjmj1v4v0ZkdEUzUSDZuPn6toE7p/nxBdWyw06D52xM/5NAD6g9Mf9q01+JxDaIuCAtQzrtquWo8NIKL2K2BGMIuZlLXpKqUoMkUBMcfOzxIIqJF/WkMRzOYF26jY7V5cSexj1FoKat3GS5sK2Aj5ppCuomMxt5Hwxq2tBRx0hJ5StmSIhlpWRZli0pGfVEiKEGpdbbysOjLmJsh56ApgVyU7graua28aAPX/83F7bbWPELt5LtQu5eLiAsu89DGxj9Jc+LCJZxQBc06bL1CNW7cxySl3xHFZlTB/PB779eUbAT+Ofm68edTr0dBjZose2ziLzSgFMQ1grlhWMzVOAW1WvmEaTeFbZ4ScjFXgiLTSF4js3ImOjyNpCkZOGctSetPlqOl15em2iThHtadpspxo7sejN56wEbkhWI54XV5cYi1rV4b6BsbR5cHG5zEqD9YRR+fKEVFvQNmoC3DxjAimacKyrL2h2BqjzZrk3Oewmg1MiBGtrLZRUqFGqStUAKFRcTHrgD5FFSwFYlzNM4gZua0YDiNS1IZWVs+4BdZSkIaDXjcUzGOyYchBU0+soV1X8wKsOqb1ZBnnlIYQujn8Ms/Iw4Dj8QrAZsUSYkQtq7oKxHA2FlZrKJ8oLMvcr+nzBqs/T7LSQVprOBwOPYtZgM1ypqlrQmsVp9NJUcf4MUwtQW/kiQho+iwXkS7e6WjgGe+0C8r25m8vq70B3Ouu1Dmn2Bu4zjMR9y7bVHWBVLjgC89aCkiZ9Gq9Yv5zvmP2BcabvnOLmM1vT0ccnsepfCPl8SmHLfaFFIAqZYMiPgD6ONczWnXqt42gRVTM4rYuZIbPXVEbQkeRYvTcUEUFIGwigWak8QqRM+QS2wiZcgZJRZRo/34zjK61AIF6Y6QKTg2shx2fPI46kqUAIUFM2mTFENQmhiyHmCtyTpiX1tHIaZq2xZw3sYM33ufJEjFE5cmt3L37wOiNgJ+bhtYbHY+Po0A6fmTGaT71UW6IqmoMQUnvRISylg3ZoYAmrY9RdQFXhDQZ70psI7Au65l/pL6HKi4MUg6mUb9MTW7in1KQyW1EBLWtELsWWiuICZ1nCtFRLXFEoIRESZFXpVtiyANYuDdJPsLTZn+77jp3EZtVUMAmmkoXqsI+HwErXSJ1ZMnzfr2Rd/8/bv57Q1ec+nHy9+HxeWRI1jD65w+GPG5WSs7FdHuYbSy6fYbCLnYISClgKbYZI0BERVQxBkQzdx8H9XgE9DpZy4o6jHjqdMQ4jqj2bEhpQM4DxjiisKj5c9uammVZesPtiGWIAVOajHqxXZfCgqUtfSPHpoA/HA6GdA8QYYQznrJv9lwAAuPlratc2/Q0mzxM02j8vo0D22pDaQWRnRNbekM+z3PnjWp8nnEkY7JrVDAOAzyb25Hi/iwUQVk3MY6+zwBZN8/NfuHudc/XLgLZ667Ux5KKu1BCpHeHnmPqiMZmZdI2bovxlLri0pHEPriQjhr5g7yacq5ZBJnm1Nb++j5vErfE2Hbw7rnn/MKOEpy9xuOiNMPWo8cG5KzCBUXr1BpG1YfaqCl/x4xkTcxAQXmFMVoOqS2YbrLbhRitodYVa5lR6oIYdYSuC5AuCstyQq2rqRLXbk7buCBG46nZiK3UtS+S3UbFeF2TNdgupOmKyTNupKcM+DjQv+ZG3p4J7D+/H1tS9MEVrk5oL6V0ax0A6ikYQ/dp9NgxwMQxlkLin6ELUNpGjl/XFfNsJtnQsXdwXlWtinqaTUdMGaAEZkVUlRpgauI86KhcGJAGSD0TLTiXUZMmuLndRsAwHNAa487t2/09eOPsx9EbXUf8hmHo16VdsH0U6yj3aT71Y+vXk6/fno4Sgsbl+XFJMfVj6ZYt6nUp3aqIzji7/t64MU6nU0dLkzVT/v4d9QWA0+mkdj1t83Q8p4Fo048eXbYpqT3+TZvBnFSYMY4DhuScSKAycKoVV2tFkYi1qNl7IFUmgxgUjLfnlAzL9PbrSrl31a6xEecJKd4o6r3vxuubwfdiHMdzOxgXULhQzTdt1YRRQx5snKyOAT66L+uKnFKPc9uiLXW64MfWc7H9PXVHAeNK5pz7vejHuKyl02RSikhmS+WbqGpoJwsD5CPgvfbaEcC97lb5ZBToFiz6nwSIqxdhxqgJCRHZxk86CuW+WLs1CrfNeoNMfCEiW4QZ1PJgyjo2I1auGgUd8ag9jI56O/pEbgas77mLPrD9HveAq8tqD+SMUivauvYFunOiKADRvfqkC2DiWSPYWYemyCNSqxvAOFQxYsgZLA1sfn/6s3TcmBOhlpOOm3KCwWwYxwPWuSKEiMvLG3jqo1eGVOr4B2FAiGKcs2AWIzpijXkABXRLG/eZcyQhpqimyrx5LgLowg2hDXFttqi6gCGPG+IRgqJLnRfG7lUXu+m055ySCVO6oteMqdXke9negx1/5z7FqNF0KfpYmIGmP1eYVYWbsvofUsJxPpmfpCJvKUSEnLGsZHZ+24iSgyDECCkFjStSDoaGKbIaAYgUtFaQY0aKGUBEHibUymayHTAMqR+P0+nU6Qy+sfAx7NXxCjAOWVdH+9jcx4xmOB4R7X6Yt6bGrF7meUZdVd3br1eolRHojMtpaRnDoIrkcRzNqJy0cRDpGcvDMPQkEOe/hhCuia1cEQvoWHI53kYIGvNY1gg2VDxEjSMcUsbllDAdEq6OBSFGBNbrcl4WCCoa1FaHRcUswzhC2sYZzTHgNJfe3JGoZ6G2mdItg5wj6TxitzDyWL1+PxPAgfv1NM9zR+qU+ye4vLww1FM3PGr/4udbowiHQQVhMQrENpRq4l26T6DH/o3D2BtxP6aaCzzYZqNiGscuHHKDbeeIurjIN9HRNkwwd4HIsSOL+vDbsZ+99gZwr7tUOnUz3z4BiGJ/mJG4CrhpIP1wAQqCGBRL8Bgy58TVWhHc1uXMI+98VOWGq/5Q9xEzRIyXY6bMISCw9AenvlcBQYnkAeivBWBNoyIDcRr762OIfXR7biLL7KOveKbo24x5k/GxfLfuXmmuuiT7+Xw2BnY1M0RTRGo9IU0EGg+oFYAwhjyi1hUhDIghQbiBUbCWgnFImPIAlgwmRRUOh0uENGCwRbI2NXWu1RXVZuvSuC/i51yyFLVxIKYtu1UYCAQpDRyMIwnC2jYSvo/UfSTpn6/WiilNaNQUSaUNCenj57SdD7bFVerWkCzLoh6MhgA26O+tZsAtTTZCPktPoBlTQgwB83Kl6yAL6lIQWkIQAbCiNkbrKTYNRAxgRakLKAgCTEwAAQIwDgUUIkiM64iAnC1O0D6TX+fTNHV+67l4qba62QrFzVKkmam4N3gbGtg62npxcdGbbjeATnFLi3DzbUevuj+d0zVY1Oi56bW78orLy0uN8Wvt49S1PnpU9HJTIqv3n25e1Ag9QZgMwVJj5hgJIEHOASM1XOYBhyGjlhENGSEMaJJQWJvQQyCMwwBqKxAZtTVMScA1gWtFrerFmbKNUM/8RT3Rw6cIrTXNFDdRUd/whIR5vgMaN5FWt3CRzcTZlb1638AoILk/A/QedkWwe4aqKn1ZFwy2sQtxE7Ipas/WYM/W+OXenKqdlBjP1zdboVv4xLDxpEMIEBBCSiD73eu6glsFpIK56n27j4D3wt4A7nW3qgs+xCaubuLMYG7drqIZKT8RQAh9MdPRkXLlCJroQaH1UVhrDVW2aCpgI0KnlNQXzh7w7uEWbdwR8/VMUOU6bVm0LiTxpkWNgaUjCJ5V7DmeMW2G0mrzsCkkRcQMo7mPviDb2DKE0DODtbkrKK12EQabf503zLVWpBDRWsHpVDANN1DWBaUscLPd1nREGVNAYkeW2EZhgrLWnkrgfsquNvT37cfN/cd8HO0L+1q2Bq5VM/q1Jkvfp41CYwDF2HOHVxtNKzdLOVMxRlRRkjsIm32JIbIUCBy4m+12tTKAkEJHB4mo286INVBqq2IK3aSJHDpeK53jyeaXBmiTwMZ1CzGCokZvoYkhMlUbQIgZczvStSJlFfYE0nxoN+3OXTCjG4jaakeZOinfR7Ue6RUIBG86NiGNqtqpc/+8qfCRu6PXV1dX3Z6lk/xJOYin02nLBjZE1htrpwJw20aiMUUE1vFhiglpSt17jkhR9zwMmE8nE5cE2yRszSlka+ZDjJBFOXbjkHEZD1jmD2OggGEQxNQAWjEmQWkVKQOEhlIaQI5maePS0c7GEGjmbs4H3biAu5LdNxEppf7ZYoodDYwh2sakdGRNm29tVGtVFHTzuhRraAm1zlBLlYjKpaOhKSbzzNTR/rosm9gmJ6ScbDS7eV96gygmxHIUMsakpu7DCI+LA/QZ5Nxb3wgTEVLQ66gWTW3xUftm4SP9Gb3bwOzltTeAe93F0geL2BjNxIRWhBCyebc1rI2VVyXWNICu2VN4Q+HkeX8QnysofeTk9hjudg/UzpMqRRsBH2U6ouUNqi/MEDec5v6zBYwAAoLyF6tso0oKZgxMABD6A1q5O0q8DiJARucHtla14XBUwALkGYy1Ol9oAVrp8WSNi47NM0M4KO+Mi431CjZeWsW6zgg0YRoPiBTAiAghI6SMYTqAjTTfBRqyKbUBVSa21iyvNHShx2nWBsLRBhfNgNBR2WEYO4Ed4t0x+jgrDxtK4vYyqmK2lIQgvQn1NIVxHLtBtZ8751P6Qu+vZWbUYr6GtSIY2uWjsNbYEl5IzcmNxxdjAFdBawVNGgpXCJltEIAhJzSuIBHjrYVtrOhcLNJ0iiEfEFNGIEOKKXRET9+fxcsZIuVInfPUXLlMH7Nwe0PnPNXza9YbZGHpo2QKAZH057qq2pF04AzlNkRXRLrgyqkSEHTxSr+2fTzKjPUskcLP42meuy+dm2U3rhDLiY6NMA4Jl0hYpgBixsWNC4QxgdGQQkAAobUjhIqhdNWaywExqniprRUtKvqac7YcarVZ2fh5CQ11E0OxYKmKGNdaQZns+KxIMfbXwdTewzBgXRfN244RBH1usQiGIasPZlDVdq3Nnh2KUHfD8+aG583U2CNyVtqC5zfXUlG5GPq+jakFlnBjgij/42P4IQ3dMsrtkbypZGasrYC6yAx2vUi/Bvb+by9gbwD3uovVHy5mj6HuJrbzPHsdBcKQRx0Dx2SjOTFUTFG1ZLmj5wiQ7/xD3NC6PhoOOu4RZiPxu1G0K1Jtx83nKl0Lqw8b8RtQflQMAWPKWG0x9HGPKoCVZ+SjY8/BdcGFeOPatgxODWCXTQXaTE1snMJhGCAkoMDgIpDAWH2caA3Zav+ekbDWRdWUpHm767rg4uICtQaclkVHvWFEE0U3l2XB5agGzt5YJPMzy5mMS6aLmnuO1VrBgXtUnC9Y5E1AqYbcKQH0cJhAIWCtFYG2GCrAPfNSt/U5t2xx4n0IwXzeCCtWDHnoqm9HdJyvFkNEHGM/vq5+dUNcmKdiLWqDwsKI7GiO2/BIF/iANI2wtKqJFkSgAKUvcEEDdw7gYosyxEzOWfOciaJmQmfBOB06XcBHh45oOvdPm4zVkKHSR6xEpPw+37QY566P4Y1H6o0wgE3tLKxRdllFNSQbv1BEcJpPXXnvjakrqd2w+hrCZMcxhIAqmyeg29X4tctNubZ+XvV8McAZ4IZ1AbhVTEPAvBaMY1IGQR4AiiiFASSkYQCSKoeVJ6vpQSKGWIOR4ohmtiqN185T1Gabuzjs3DfPk2zcrsrtbC4vL3XDwAESpOdgZ8vI9r+716GIphhNhwNqKX3TQ4baBdv4lLWYNYsaz6/rbJu32J8xOWtjnk0lfE67UMGJTQR8v2Xn3EVcvhF29fY5L5mZwXavphSxzNX4gpP9sE/+Ob/X/z21N4B73ZXq6AJ0POWjYJGmxHpS9ao3P8jKgWu1QYIrfNEbhxij8s0MfXAO1SrrNaSuq4cbgCB9x+1POF+MfAwIQ0h8gQtI6sfFW7PmD2N10tcxUzKERBFOQWtujbIpm7VpVfNXj95SdI26WSwB/TMRkY5Fm6B4w2g9tPO/NMFBx+VkjUBZjta4wsbAOvaZ5yvEeAGRqmN2z6ONARc3LhXlYW0GjqcjQgv9+HlGrDdhbsUC4FoTVlsFMdmolaxZV17UvMzWrFNvLHLKHc1a1gWh6te6aARbg+j2H36ul3XpI1M2BM+VrVfrVY9Y80oxbSIEYWuyNc0hhKgpNJFUEWxocikrdASnApQmigCGYBYfdVGxTJkRgnM+NfFBf0aDQDNdp/HQrztveP3acCTNo9VUDCV9rO6IKOAiJereiNy4Iz+o6BYt/m/PR8uAjtSXZdZYvqzfK1JMMbzlPgObnyDs6uyJKuY1l4dsav3VvDxTb2I32xr0xsqb+RgjGqBJNtbQDEPWNJt6xOFiABfGRQjguUBKBQcgDAlpNIW/kNq+pEvlusoKgoACcDFeYiliTf6CyozDYdJGUtBNt115XoveT5pjrM+EYqbPjtKWUpQ2QltG9WbbVAxJ07H86XTsdBR99ikS32kJEMvtjQA8dnHL/fbrzzcBTsPwza43ss35zFCjd98E+LPtPALUnxv+c0+roomeGawOAwtAN36DJ/le91LtDeBed69oy84EdIERsbEZN8SY+4JTawGLNhBcpTdMSq5mwKw/APTdbSesy6Yw9dGXf59h/CrxEfAW2g4CuDWUdUVwqxcAlTfxxnnDSdDdO1Gz3+e2Eea55VxB33Fzs1xPM4A2ZTOgC4e/xxTdXFrHqp7f4O8J0EVroIzWin0vQaCj7mEYsB6XDe0Q9QaLISGmA9ayaKMblY+Wh4TWihH0FXW4vLi8pubkxj1OK1DAkIcececCDh9pKTJkAgRp2hAScJgOem7AauhtiN00TZjnuRvUio1Su9I1JsR8JqIxIUpOGQ06Mk9Zc2iZ1aj5xuWN7kcHoCs1NxGS+dkNGa1FiDCGIXdD5GoopI6kXamtkWWtVaxFz3lOpJxAqAcbOZptCBcZ+qOj4ajINukCLjbOddRaLTlqRwBd5X44HHQsmHLn4fn1AFEj5mpReP3YmIIX0GaHQF0xDaDTKQD0sbU3x9Gu345Yn40G+zHEthnKacsx9o0JgP6zQOhRZT16rhRDqdQEWcUljJwipjGCwgqRimG+g9NHPoppHHAHJ+QbB7NJyRAJqKugVaCRAJHQagHXiqUtWGrEdJmRLEvX0ccYI6husWqZs232VAnvxyOnrBzVxtc4uD5h8Mi3Wl2YxGgVXYzhjZyPyyEAUjQeoXpqAug0hhQT1rJeoy34pssNu/24+3lIOXVFcIoJHLjTVVJK13i6fh5LKeDqyH/pzyvd6I0Awjk3Z697uPYGcK+7UmTcGW/S/Gs6KmNTiAqkMdJIiGkCc+2cFQCWB2pjKREkssQBZoA17OuaWOMMkWqtQcyPTnlQnsVpObCtKm/PSOmOXkTj8gXouDhEMvaXdI+zlBPWZUWtqz1st/ESoCicNrCG7lkT4yRBFmsUBGhcu1VNrRVrKaisZrw5RgSMqNJwOi2a52n8NakrWBqGOGKZKwQjKES0doWUBwiAeT6BUsMqhNgiRiLMwiAOKEXAgwBcwE3jr1qtyFnHqas1p97sNVZPs9pqR+mGQUeyrk6U2LZGrvshAiFFHaMa36836yKYjyckV3iLmGXPOd/Nz7Eagg8pQZIunDEm5Jw6DzFKBFlTdjFOWGw8JiKgM7seP/+rWb+UqgkqgQhNBCQqUNB0CMtWBkCygGWEgJHjBSQkcANYAogYIWtjHVFBcoExJwABCBkC2Dg1mGiGtw2GoHMYnXPHzIimGvYmzq91R6p809E3O6aIDzYjPFendyGENwe8bc7ORSluLu1IkqpXuXPUINrwDMOAWgrGccIyLxBuyEOAYMYyn+Bxey42AKlS9RAi2rBgPRWgNYyZcRMDYlAEbr79ESwf/hAkMuKtA0CMnA5o/KSmrUhCkoApBzx5uo2b02eg1IJp1GuBm+C4npCTiWxM1e73p5szOzKmzyV9RizL0gUTKiRbEHLoamE9lhnNNj7N6CKe2tHOxrDjOOF0OoKYUOtq117rG1vNCN+4zP788Sg6Mq6sI7Tn9JVhHFGt0TuP6fTP0RvIPKAGvXZWu+98EqP8P+Dqzm3cd+sW9hnwXsDeAO51l+ocFfBGUEdJmqYgLECDIRhqs5FtPHUuqhiGrL5wa8HSZgyDJlg0ZbEbKrehdedKSG8yAPR82E3ZC7R1NfWoc4+20XVjRiQloZdWO1KAoCpgRS4DFjN2RUcpdNHUUTP62HETw6A3O9HI5iuv3RCYbLHkxuCiI18fg4ZAZ80AQFGbiIuL+xBqw+3b/9t+T4NIxTSNaCIYIuFinXFTKiomjOmAm4cDcggYxsmiqVhtP6w58cX7XAiwKblNYct6LI+no47v19VGZBFRdEzlje0wjliLjjR1JKlWFMGaMlhj4hZBwfzoGjNa0ZEZRDCfZsTBx/gNbB5xjRtIRMUujXF0b0g7B2wbh47WioslGogG8DqDdXegkWQhIBtPjqXp52lHSJ5QygkBB4QwIIQBqGyNqnLSmE8IISKRqkeZGBSDet4paQ+QjY7gaFwM8do1ez7K83uJDEkWixj0cTGA3rCfI19u+tutjc7Qom6H44g4lDvotkdb3qwpvW0zphN1NclmAVJIWE4zhBl3bn8IWGe0ecZaF1QuOEw3cbh8AEO+xLwsOC1PobUV0hoiCsYguDndxJ1lwZIYjRpagSmvE0qzZOeg6DCvFTioNVJOEygGlNJASZuqw2ECRO+hZV3MTECQBz1OTjk4P1ZuI+XNuY6K9RgtbcU4DiirHg9HBLfn3HZdh7AlpeSUbOM5XUNKfXx73vhxY+MHUo+iGy3nmGgTBeneq3YOaS3VOJlKn3HDeqdPwBDnIQ9YKluec7GfYwbakL3/2wvA3gDudZfqnNcmsnn3OTOw1oYcPVKNMWS3U9HFUKAjkGDxcJK3+K6cczd3JtlMlIXVg813xSKtKyN9LAxslhsSghKqjSPkoyDnMGkmrlizluzrAa0shgTmTpL38Zk3SSLcF08xUrrbpQA+TjtXYmoTkVICOKiRIjfUZnY6pnYtVQ2IeWUIEyRoY3m884SF2wvGMSEEzQEttUKeuo3D8mHcGu/Dk8PzQJQQeAF4s3ZpzUU6QFlWiPn1CctmmGtNmceweUNCrJ1FShnDMIJIDaYDoWc5a6JG7pmrOSdNQpgXa4y3YwxsJsYhai60Nj2MFGM38u7osGejuvm2jeRqKUg5K2+tVFSxxJlW+4iUm6DUTQiTczYF8gKB28U0MAeAdJRJAajlDkhUNUrYos8ImmdNQhiHCdGaq2bKaBFGRLToP2++NsVt9z00WgMRdVFA44Y0JP29ZjdCpJFvl5eXfQzpfnygzZNP39t2DxyPxy6q0c+durrax5LD2abIBQ/LauPLFHFxOQESkOIA4YYQGTdvPYxRGqguKGVWnmfIiFEzdPlwAEfl6AmNOMwDYpxwEQLC4SbiZ3wOljsNy50r5IsbansSA8goJJCAtiQiAwAAQURJREFUEFRkIhggkjVyLyQUqUiBMM9HpDh2frF/ZhX51N4cw+yNvJEmIozTCE/hcTsi5fUpollqAaryBN0Wihtfi6PsPEDScW9Kyj3055J7OjrfVu8rwRCjcUph53FDE9d16fQZMmGW80E9gs650uf+o60pH7hZ494aG68adm2N2Lu/vbz2BnCvu1fW3AQbgxJpNq5zsrwZCr1h0//nI8FadQznCAeFYJ5t+hDzBWo1cjPClndJNs4TQwa56oM1mBCDbCTliBuRZsxGUwa6EjnbqAsQ1MaWXBD1oQ5ok5GSPliDon4pRfP024j43En/yTJtuauIQwgIUTlTKgYwk2M7Ts6THMYBUOwTzA3FLCluP/UEmhRIK5gmAhGDuSBFAiTjtMwYr65wMQORtKnM44SAiMaCWgqm8WAq0hFCStYH0FETZsay6qi0W5kYZ22aJkvSMD9D3iLtQIQUVcHpSQSOhJxOM4aYulik1NKvDZidjtioykUEpRakcejHdbMDgqZwwO17VBVa1tJf65uRQKGjkX49nTcJwm51orYlbhsEMdsVXiDEEFkQApQTxspzzUNCioIg2Qy59ZpmbhYF2Lqis5SKy8vL7it5jvjllDeUzugHwDmHVZs9b2Dc7+3a986+JqIKZUD/fjgcLHWlqblzdUEEMA5jj97zJqOPqnNGpKCbEG5Y5hkXF8EytDPSEMFBUGoGjxNSDKhNIEhoVTRBxc5pAIFLQUTDmDMkDKCbN/HgowF37jyBFggR2kSpt6bm4aIFVAZqDeAWEUJCLQ2UA9Z1QQy6jOU8QA76mcdx7JtPburp52P3ZV5wuDhgXQvG0TZswYRM8xEXFxcIYRvT+/e5tf4Mirwp0H1jtJaCZGgjA8gp4XQ8oZDnCmuzfjxqvjG3uGUw06aGJyp9g+JNpTfkHonoHFnhzYAdgjNTaH1+anPKAJFFKm6Rg3vttTeAe92VCgAiLCECmrqg3D1Bs0Yh2ohNF7VkqrdgBsHYFIu12IhQH3q1qvozpo0XBWyxSefcnphcxaeLXSmbe36Iiqy5MEMFAgz4A9LGOYRt976uq46gW+uLLeC5t5uvXUqpiz46R4tVjay/PyvvzPJYNS2i64Ix5AGNCIyCYl5iikRp4yjknx3qZScRIQJcjyATXVQpOoIUYEzAhRTcHyMGinjqxBhDRSAx1WG0RtuQJ0OOTscTxnFUCxEiADp6mqapewR65qgQmedd0caDPIy+djELkSK3ybJeIwg3800Ntm+tXxObaly6iljPQ+oNXzJxT/ZGj5SrBzNodmsVENSnzo2UCciSTBkdIaueb2kMqRv66xYx83JCzmYdgwgWRXhjcC8+RgjKaW1lVeQzJqQwIFK0pIyERBsH0se9ihAltNL6MYoxKqK0mCgmbObn3a/xDM1LKXUhjSJCsV/7alNkylfbTJ3zCgHg5o2bWJalq099XEzkNj9kGdt6vSpKHnoCSK1FUSlrRkUCQAcIMRorCjyfFj0WtSCGAYFmlCoIjuBzQxQgc0KkCSHfQEiCHNSEuiwNlVc8+MAl1uOKeT0BFDDkUa/dIYFyglCyyEJgWeZNTb6u8OzxlNTL8nA4XONejuPQj4ueJ+DGjRtotaGa2ptMIQ7jXpZaOprsm9V6ptT1zY5y+bYkIBV7xGvCDyJS/iZR9wZ1E3DnjOY8YBypN2yehX6OIPvnUc6yvWejNigCruP8ynofAtuGb697u/YGcK+7Ur6IOu+NZFPUAoArZUMIOEwHpDzY9w1NMX8zVxU6WnfO76s+zvMxiiMoxvnRaaKqP0PI2793gQq7vcuGtgGbLYOOF7XxUwK2IjMAsJb1bKzMptgN3QNQ1Y/RdtqGIBknTgnYm1dgjAkUthzYSBGFnVemXCcKARBCqStEGhpXa4jVtFiBJhVxwCLdmAFpBcIVFEZkFjyEIw6yYsgHBElIISDfuNE5QQJgGkfMNgb0JpeFexqIJ62EEBAHs+4BwLUhmiq41oraXHFI3SzaRTR+nJeiqlAfm3nKgY7tw7VIPE1bIJTWTJwjnffWx9EEkI3cvcH2RBPNApaOylCtndAPAtYqnecGUQGQK2q1aUsgiiAMaAJEUjFKKysEK0LUZjzFATkOSHFAq4KYdMEuNtLz65BAnXZwrvb169uvT28YrinSQ8CQ4vZ344n5pskVoYfDhY6pifo4+NwPr7WmkWSj3n/ntiH6PuP2b8p2j/j7E0NJKUQgWGxaZaSQ0NBQ14qAhomVN7haQxlDsqxopV8wiXJCm6A8tdh9y4gggCOIEpgF87yiLDMkFhRZ7ZqqGvvXIkorGOKoqSzV7xFF41PSvPBzuxZFkAV37tzpmcAU1BPQPTK7MtfGx55FfT7SBdDTjaJtlhydPm/MAEMS6+Z9SeT3sY5pmXXTo4qbzfxeEd/Sz1s2pbOjtf4sOReWpKiWVlyhlBd7lhYoQjqMI0DXuaZ73bu1N4B73aVyHyz7b9+xunCDCJW3RsuzNAWM0SwkdHesOZrnGZ4+rXCey7wsqEFNTr1x0BGkNidNFDXzXGE1TwbQOXvYRrfMHd04t5gZx1FVu00zW9UCwvlDoY/ICKp6FVZuI9suvAs87OeJwDJ0t/FjJ/S3CuEIcEM7+7wuKNEx0YBlKaioEKjSMGdCCAmHw020WhGJMMWApRwhiVCPFQP9P7jx8G1cDCOW1RCKtoXMu5phtNiyaChoiKF7AwL6OVtrqka09xdtsWXWqC2pm02K21oEIjVHToo45pC6WlWRLzYugC6gkC1JRoAz8YPymXzUTIbgxZQAUiK9o4nNmmn1ZFv7Fered2LnlaDJEmvTawhVKQQxKsLWakOgBjX2rojBFd8EQQCRjuRbXZHGASlkHcsB1ziW3lS32iAkmzm0NbzctuuBhXVDsBZVYg8DxnHEnTt3FBFKG8fRr01X62qDsKGGnqG8LEu3adk4q9tmKMaIZV4wTmPn0M7z3G1n1P4n6jVjqLar6mMKaGBUaVjaipBMeZ204R1lRCkzAkXbwDVD0qo2RcuM44c+jCMfMT10Abl1A4EuIaxo9zyfQNLQ2gImPSaw89egCtpa9H73JtY5daWsXXDDzFgX/fs4TuYhquPRUgpGs80h7axQzZjbR/GepqLXUev3gGcinx9Lv6+7cKO2nhvezA6HAmlU4bJiGAdFK0WV3USEwdDJaxQXbihrwTAOvUksZTVV/JYCcv6MbYb+CcHu9+3ZvNdeewO4110pEmwo1/nXiSC1IkB3/E6EDsFzSfV1vmMWub6LBqyJtOaAACQESGMsZcU0Tab8dNGJvmZeVn1tNhVx2/ho3rBU89YiIjDpwznZ2NCbvZQ1ZivlDI/oamzxURQQgnIJezNKATGZ2XUf17gBrBHboWOgUquq/VgTTM75bzFmVGlYWwHHBNQGWQHkiGooUmuMxoRS9N83blhPK+IK0KGg8YCLBZgYWI5XoHiB1vSAx7hxxnThke79l9y6xMWCJjBIpMfdVc2lKXGeW+uJE85pSjFCmnS0Qiqwni2EbvSr/EZBrYuR4DdkN4SAyoogDcOIuWjecyblba7CaNVi8UiRoRQTEAjLPGMYR0UUFe5FNDsZ1i5HCf1i3n8+5mRAOELkBG4BCFdodQVYs6UVBSMwB9vsVIRQkGJGrYS1XgGJIJQRo94JTuD3PJxEQekSlRVBPDMDRlBks9FmAn3uEVdr7ZuVEDf/uFILyPJ+y1osk1abQ7eF2ayP4hnfzJTmhN4gxZg64jcMA0KLWJbZbJp4a1gBtFWv4RBDR+VjHiC1agSaIV21MSRGVCKUIpCVwSvjiQ9/CPP////BRQ5Y6EmcHrmFFfepbVITMDGENPEmEiHmjJgSckhYm96zdW2gkMDSIGz0j1aMG8vIeQKgTVWg0O87R9WINqS6cetComKehr3J00xI3XCwNv9CmiDjli+t1U6X8GdaSpsFjAjAcEueLcGFCDYKVuFJtOZfzZu3JtCpGY6ae5JNjrnTa9zQu/NMRdBKxWqCnmGIuwxkLwB7A7jX/wdFlhxhAyx0s1nAHlxk4xpdlD1eTR+03ggxWt0sNGonauvOGUQ9HaGWonmdQblLDVvQfYSPc6WPTfKQexOzWbboz3cfNGbYqFHRlGoWJsOQsSyOJDFaczWpjoqCmzyb4hN2DPRn68IUTLm3eSZSH1U54tZsB9/tWWQznG6s40kVJSTlblVF5iiYK9zS0BJBbj4MvryBda2gsGIcJizLgmM5alSVdXfRFsGIgHnRxjrYe9Oxu/1sIkX1zHNRWPOR1dxWF9xlntFYkd1xHC2Dd+NIpaTmtr4gikGpIpvptKIs1H0GV2hz0srax3jDMGBeF6SYNl9GUu82ZLeBCf13dzNlCMQbR9HrVVFVRTjZeKxEESya6kAmNNgMye2XASZkGhBCxMXFBZhGNNGYsnPLIhFFFVG5cyNzzjgdTz2WD8EX9tY3NMuy9BGjR8NFa7CdviAsKG1BT8cJGx/NER/3n1ShyBZNp3w/3fAMeVDVNVRtfJpPHVkrq0XZ2c/x/3PRll/T3lgyC2IKkKr3ylIKVkvUqKuaKtfCiBgQAdR1wbpWMDXlFAelOej1w0AkLMsMwHiQQcf2wyFjXmdwExAChnHUf0tsdkJh80jMGeM0opTa+Zgedeeop5tZn3sjuoistoaYE2LV+6EUfX8pJqOtpP5z/Jyt69pNnDv6GpyPHHoz7o36aAjfsiwYxgmtlrONc7BEGzd2VsXxuQekG4WvdcE4jFiWWRNoYuqbEvf23Overr0B3OuuFFuTBwBrXSFsBqfWRHBrYNKddGvc+V5ioxYf3eQhI7GNZmH+fMYL9B1tY8aQ1S8wpmijO0X+YooOahlK1gyt00bQH6Se7+lCAbVdcPK8ZZ6KgES9tGIa0WpFKbUvnsOQr41acs76no1Y3hr6QiiifL8QQh8zCbsyGGe9hJL7A5mxMksnbOsYiLEsRyQSHCZFhXJKWJdZLUygaSihADLdh48OCeP9txDC2BebcdLP4uklqsitNuZy5FUbTvcD9LFaY0YCughGRPlsy+JJHAExZVDnMdU+jochboHIkhtsnGjmveb+Zk1gMvNbbSxKWZW/BHQeFJMipqWWnqUbo3G5ZFu0V/NPizGiSevnTJhACOAmYNbP1HjbgOhnVuSntVVHntHzhNUeRi1/MkLIqKVh5QJKGRz0mvOFGUBHAdPk94Xx2ezaGYYBay2db+YCjXVdzTdOerN1Op1sM6QNh/4sbfgcFXRxjTetAMDFxvUGvftr86C512zNbc4Z4zTh6s6djiK6/YkbR59Op77R8abVmxi1HIkoS0FMAXnKkCP0uJcCoRHcGClkDNOEKhWNKnK8QMwHCNc+elae6QSmCiIX0hTMpeJwMVlU3thFFirsEKzLCpe4U1BU/nQ6ninA7fo3Hp2/dx/jzvPchRgxqpI8hmgTAb1n9D4WMDUw0BNJAjk/eMttzkPucYUsmxWRbmRVHTxNUz/XRISrO7cBAcZp7AI0N2r30W9rDQnJeMB6byRL3OkTDwpINsa3B80n/7Df6/+a2hvAve5KbTw9fcjcvv2E8o5EeVshRoCSLWxb5qgGpZfeuK1r6yPJGCOS88Q8dtdGrR6PpCNDsa+Vvtj5oqUKRreCkd5Eigjm2RZaU9556oKniESLb4OIWVN4TnEAUTb+UcEwBEvW2IxfWRgBahWj404fnem/1ykadUFAW3TRDDbeZBsH9zQHGMKCoAhXO6JVRrq8MASwIucJhQmcAEqEdnmJOxeXoFu3EChaSHwDWZqHAAhmdRIMhXCVYbe3sEWqmOcZgTCXWfl4MfSxF5GiI+pNyB3lBTGinJlxm7BkGkfAhBw+tt9Gv4TVxuqAett5hm4xg99oo97A6guofKsK5hUu/XXkTMf2rOP8Kj2OLQQXCaROvvffqarPBoqEUhdwJYj5HwoYpc7IlAAwuAUEyhjHC6BaNBvpeLGYAfB5HnBrirAt84JxHJGSiohI1KLGUSMAXcXr58IV1d6srJZ+klNGHGJvHBxBrFU9ED3LmUBntiJ615a1dASwinEC7TWKlpXeSPi1IZ23uSVaiN0nLtSZJjU2DjFhLRWggPm4oN25g3L/AVyB450rxJyRDzdRxoZWCRQaWplBQcC8giShVYBy6GIaR9daq+Cq94c3QN7UdsEXq2AjkOZcu3/f+TlZ17WjyG61M00TTqcTjscrTOMEFsZKal3kGb7KFZYztwNRBbkdLz+HwzBgXVYULl2A49e+j3o9b5yIgAbElDBCDZ79s+ScUWx8TUSoi17L1Xi2EI1krOak4Dzfsq5IZq6uT559CLzX3gDudZfKN5TKcwvqd2YPQa4V03TAcUFXGAYj2usCTFtMmyFEzscjCtYouIrRVL20kb7ZGoxkVhvF0B7AUBF7wIcQlHcVN5sNkNqLiPFp2OLfatWxJbNm7+Y82IJRu5rQ0Uz3ocv5THlsXLEQCKeTj60y3OJETPDi41siUr+1aG79pgDUXN+Gtq4IlFGYe5NCIaCxJoekmLEuC8pSUCXiCQpI04hTjCDn3aVNNBNMbOIiHV2Eqi1cgsUUkXoMuVu8uKdcbc0sSAIoKP/IrUPgghcBAgG1tR4752P7efaxpn5WIYKY7Y0vglvslaUliP58Kjq2TTFhteSUnDOmaezNFrF0k+pkjZj/zCSpW2SAIkQIgZIpr2ELp+VNR1VmEqnAxPlyin42gAJEgHE8IMaMjIxiCmA2f0EXZTi67NYtzIpIXVxc9OutK4ZJVb4AOofU0ala1btmmqZu6VMtWcQ3DPBza4ivq7iZWY3WZfMI9OavC36s2fCmyEfF/t4chQQ2uxI9S1tqiaa/LAA35CDIacBAA7AA7amCK7oCC+MjH3oct249iHx5AykVBErgVhFJoBnNyc6NZjYzNz3fKKCozXGrFWQIXoyEUoP+HN4ye1trKK30ptiR9v6cWFtH40opOB5PGEe977WR1WeIK/9rq5q/TQFiP9NR23XVzaJzosXoG9lU9mVdddNiCN6yLBtH0zaBiMB8Ol3LdO6mz/b9ZmIut5bxDdyyLAjGMVQ+pNJxpGnUIcAABey1194A7nVXypsFNykNJNtuUxUQ+jXjgeWu/FWki2QzGi6t9R20c438YaqIk3GNoKhaNLsHAVDK5nfmO3xfFM+9CFW0YZYLZzYKRBGucmxtE2tAlF/ji181FWP12LgQzhbV2P+XKGi6Qatwy5NtoXXlsNjnVJROjYLJVK8RIWXM6wkBqYtFQoApAO/DzZv34cPLhzFNl5B6Al0+hGP6CJ6iiDwccJGVE8VNhR0pqypaR6RmeyMeB6dj+CFn+Fx6HKMZFG9iHR2phmsopSujYSlkIGBeFty4vIEC6gjHOE4qyLGFuFYl+ffNAIWz86dRX0QZMQYb8zVF4Uxc4Tw2R2AUMVW0zknygQI8C1fJ9GrirUhxRq0ROeXe5DdeIUJduQmL3wKg59uQWunNYcC6VmRTCoeotifOI+3jclNOl7LicJhUmLJohFdtDeI81Zx1RBrVMNuPM5FaIJ2Wk44BoxoUO1fWGx79bBFlXXGn3unj2Y78EcD1Y6xDjEtY2xY91mq7hpArN029McmUt+fIX11t8yUabVbKitPpDloVtAKcnjhhXBPmqyMaFYgsqFJx5/hR5AdvgWtFIY0NpMBIEUgxGyKu1IGLwyWOTx1x4777NXnEYghVXbxinmc1OOfQm9ebN29inmfcubrC5cWFTiCC9IZ4mqYetaapMhXzPPdGfBgHHA4HzOvShUUVutmRxj2SkAPbVGPR819WXFxcKIq+rpiXWTcracKyLtcaVB+j5EGjE8dhwLIs2zOO3H90ixW8urrTNwVu1l5bVQ/Wzr9WOo0wg/DxQr297t3aG8C97kppjycdrTAaPVR5EXA8ndCQ+y63mD9YiLqosK1h3LYmKgRC/2E2Molxy/7VSZ8qPsl28xs3bYtkG8cRAw84nY69EQRIF3Rr/FygAujIMaXRgtpVBazjRF3wfeQZYzQz6dYFKoqSnJH67I06T6qPU20s7ERuKY4kElJUvl7jiiaiGalC6p0mDLQIBiGnASLKiWIR1LKiMiMebuJkSOPNpWCgAyglRLKmTgA3pC5txWqk8sN0gAjj6upKY9hskVlt0cvJxu22GLGIpo9UdHNtZukJK+M4IcTYvRtZNk6SNxMxRsR8pvxNSd9bU2HNWgpKa5jGEaf5pIbLgzZHwfwKnbN1Op1UBUyCJ554Ajdv3Ow8OW8qhQTLaUUMhGo8P27VzgXM9iMB0Bg3aZqzTIg2ll4Qo4BRtfEgIFBCgDaQtalNT6tNRQq2YA95NFsiHfWloNdNJEIaFBlurApQsQ3BaIhmH8WzcV0zKQprEWYppT7K9/ElXJVPG+oO6DjyeDx2JHhZVChQa9WouBggVbon5JAH3L59u38OEVFk3jJoj1dHNG6Ypqk3TN7UlLICrSGmEQtVgBnHJ05I3BBHoMSGeOMCT5YrxPEGQmMMHBBzhABIabDoRcFcGRSTOgEEwf23bqEBGIYRy9WCwdDJEBKGPOrxZmCyzYajZDHEHgPp42TdkCpiGUg3GeM09cY6p9wzroM14KWsEGZUNtN7bNnD0Z45IoKBho4OTofJnn26KXBU9Rx59GMMETuuBygdwUbfFgvnIiqPafQmMMSAIQ5Y5sXMpfXZyQCGSX+/Ju7sXoB7KR68116fcm1jJzeDNpNYj1GjgFYVVfPdqiIi2ngMxpMJUZEFstg0b6OEtflZS+k8NeWg6WglnZnkOlLjO1+3dBmnyfzoBkUdaRNp+KKljVq097IZvk7TqD52OZu7v+6wPVZsE06Yqte4ig6FaTOln4WgDW4ySwv9ncrDI0RAElIesNZFH/wSQKwLdgoJ1BJCyGA0xJSxrKaChn4W5AltehbqeMAw3oC0jHXdEKxaiwlxtAlWxW/APJ8UEUnZrFmcIxWUz1bKNduKGNSax5vJECNSTpimUceuRflS7u9IRBimEXkctOlJEU1YhSFmqdGY0QzdrcKIOQEhaLNGZCPfotx+bAkZ67piyANSThiGEQ/c/4CN7vV8qYl32xBYEUhT4+hoSmGNtjMU27h7As0EBjWNJSMCywqIG0prSk2OAxoLGPpZAxQdG4fxOhfWhCZLWUExoHIDAmG23GfnnjolwmkO4zhimiZFb+16iyH25rcWTV/xcaVzYMdx7Kh1oKBWL6KxdClFTOMEEdH4MztH0zQBsJxqAm7dutVtaDw72MUlMWnjcTqdepO1LIsJIUjzrSuwlBXLOqOugiaC4TAhXF5geNazcRqAdPMmWATrMiv6LXq/j4nQyhGBTFwG4Op41XmcIoLLy0ujVESkOBgiu3l6woREtdae+FJMWQtC90p0r71lmRECdQPzc6RTzbwJF4cLfU6Mg1IHaFNvH4/H/lw8R13LWpBTwmjUhE4pAHoz75tY93csRQVALuByFDgnU2bXYs8U6k2n5n17FrBOKRqx8jH8CbSPgPfCjgDudbfqTFTmDzfYyA0iimaAEVNByll3zQIUe5CDCNG4ftrMAIhRDaMNbQhkvBnCmV2MLmyekblZdNgo1t5LMUd956dpUkSDOYSYlYfFksG98mKPPvNxdYzWLJgiD1BUic7EJd4EhmgqzkUX9xQjQlSuWc+DNWWljyd1IdFmhdlzZFkbPtbcXaIAgo40I+m4bT6dkCz9xFFWQBvnIU8Yx4M1zakrFR098wVnmWd0S5tmKSUh9oYj56yjT3LSfe2NuKciqOjAVcKwxk/5igRX9KpNhXPWvPEIlu7raCkZUpys6XSO5bni1GkD/jX/E6CnJxnvLif1cQwpgmLAfDzi4vISpSyo5WQXrvL6BBUpqTq48hEgExKEZDY+ML6gjUYpYRoOaM2zp2NffLfsYunIEwKufR3ANf6ofk2uce9Op5M26sY3m8ZthAgAh8NB4+RKNTU6bSbGZkqsDUXB4XDoP9u/5hxZRRxDH69Pk9oGNd7sey4vL6EiKkX8DtOhNzm1VuQL2yzEgNoisqGw4+GAy/vvx3r1OGZpGG/cwhAHPFlm5MsJtS1Y+ASZb4NZ02umMSIGwlNz0UY9Rdy4vInECYgJta66oTThBASd1jBNE2bj3+aUewqLsGAcx26ncnl5iePxaNe6NrbzvCBbUki/ro2ftyyLJQRto29Xy/t1CaCPbnPOW3pHIEjdDPGdUnGYDp1Cce6DOlgk4fkziZlxPKkwpXsCptDPZ0oJarCqm2MQcHWlVjS+CdxHwHsBewO4110s36EC6ItYaw1lOeFwuABApnbLCBaADtiE1wj+wfksLIaE0JZ3asigPuCb7XS1YXAbEic9+09Wny/d8HLbxpqa6bk1Kv7AZREllRuyxNiMb4dx0CSPPlKjjiI6CubmwrVVUFHeW0oJdanGTRrg8U0ijJASMg0AMY7HI4h0FUtG6mZmoDFaE6RhAIeGlBokqgJ1GLQRUA+5CCLNHJ0OE9b1KVxe3lSOV2NwWw01jaYmXPvvSEaiF1HT62maNOuVNPFChTWKpM3HGTknHC4O3ajYlbeu2vZGrdbWrwmDReFect64eY1jvqbQdN87X1zPmxYfdxJRT0w590qrpaIKIwiAoAbL0UQD+rtG1FLQWjBhSkRCBAUBSHoD7t6/AU49IIuONqV0FERKOEw3kNOIhBGgoIbFtlgDOor0TQg3RkPriJk3Jq4+r6V2Th6gDc2yrDidTri4uOjKYAD92OSce7OgivAtieLcqsXTIvxYAbCxOfpr9boaNkHNGfLUxQb2Mx0F9M8yhAHzoj54EEHOI3hdVaWcAi7uv4VjuATHisN0wKkUxEDIQwKvMyoaYo4ANaRQMeagebmnFSIRMei1nKBG5nlQBK4jYYG2TGq7Xhy1dh6dK6N97OvXUUyKvnrzC2AbrVJAk9YpBQLdTA4Waeloq1vjOL3FeYHnPNmUU/83EKC22hNARATSjBNsiKRTJvQYp55kwswY4tCft34d1FohkVHbeiZ2Au67775tY/ipPer3+r+k9gZwr7tWfaEHtkXNHoQeA3e8ugJAfUzo8Wg+knA0jCL1BWpTUnInqgeLUqrmITeMY1dNTtPYSfMhbEpWYPOYG3LuzR6zIA+OQhHiMPaRnYiAzz5fCFFtH+CKZ3SSfEr+GbjbLPj7iyEijakjPLqwsC26AEwgk1NCzRmhEublBB0rR2jMHaOsiymRK0JUxbWO9XTxYEEfB6c0gBAQ02DG0YpQlFoRi6J3amCtEV0xRsyzWrxoA9DAYTOqZW4YMHahBtt4WBdLMaK+2+5o2osrjt1Mt3JDq83Gdal7I9ZadYxrjUcIoXupebOSU97sTPx3OKIW1M7H82p9fKdjXDGLmowmajPkI8MhZ3DVRpNXtmQWhphdjgHY5keZzNvNmreQEEjATTAOBwARtbFyJSt3Hh2APnpMKfUmzO1MAPT4vdY0AcKbFh/13nffTR0FWiMHqJjHmxxm7qbNjqy6N6I3bN1fzrhk3jyT3SOu+PVGxJsMb1L9M/i9HSggpLChY9bYD3noKRohRYSqUYPrNCEcBgQ+4P6HMoYIiATkSKjrDK4FZT2BB+XUxhARpGHKE4YsaKyCkBACpFmzXBuGsyi0cZyU4mAm6jFrrJ5aB53zdNkQMb3Hp2nqn9UnBf4ZHL31hm2aDliWGRSpW6/APD8vLi76ZkQjEKmP8B0xPz++bu0CbOhek9ZRa98EuQjNi5si+OM4QU3zN0ubWvReAjvX2c27DRkMe/u3l9beAO51d8p3lrZonX85BM94tZ2s8b7UrsMWI4+RM0L1eTpBH62YIEN/h/LvfHGLiNtiamRtHd1wb9ycF6NK5dp3zK01LPPc7WGU2E/d4643Sk0tKJzTVZuZsRqRXHz8KgAgcONWXRBiFyP4eAxQTy+1cigAtJlQt342TpqglgZma3IogUntS2LI0CQQFacoMa6h1hUyM0KsuLo6GvcwIIaE2pQr5800MyObkOV0UmQP2AyMc4gIpA27q5LjoMKOIM6r25peIreYkY6igEh/ro35Syg29t+ulxDCtbGmj+K7l5uhrhGxo4QAQJGQg47YpBmXk2Hn26IDk+Xwwsb6YUSFvmc9txkpZeQ0KNoXBlSeNeMrKOKXYjD1J4FCNBQwIwYgpxE5ThjyhDhOQNBxtXyMgMOUUagWoXeOZh7iATGpuTJwPdHhHFnv5tDL2v0PRXSk6RwwRwADqcVLNzcOBGLqdAndOCm3zUfA06jpMK6cZlM/MxqGOJyNehtYGubT3BW0Lkxw9NzfwzAAtajw5OYD94OHmwiHghh1gxYSEHLGPD+FpTbciPqehpSBxkAQ5cGCTHg1YpADjsvSrzNvYs+va08G8hQMtfVRGok3xucVzcPU+bq56TlKng1t97tfr/3fxYjIZiRd1Zu0Vn3WCEQRVihaCPIEoevRfI3dPDvbNTmgtXptI+P0FQIwjKPxAy0PeggIVRvzkhXBrMsKoIBF79GUMhCUUrIPgfcC9gZwr7tU52idxxzpE3Abk7Za1eDZ0B1f/JwLp0pRR8+cV9cURTJ0h4Kq8DaXfh3FaiNhY0D/uSKIpBy1ZgpBbyCTkax9J344HADYGm07Z8+mBak4IDlqRQA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