==⚠ Switch to EXCALIDRAW VIEW in the MORE OPTIONS menu of this document. ⚠== You can decompress Drawing data with the command palette: ‘Decompress current Excalidraw file’. For more info check in plugin settings under ‘Saving’
Excalidraw Data Text Elements 方法的核心是如何构造few-shot
^dfUxT7PY
如何筛选干净示例 ^hnifQ4Jf
如何筛选示例 ^npyhGwY3
如何筛选示例 ^14UZNXAy
如果malStep包含trigger,示例的docstring中可以不包含trigger, 这样在用户查询中含trigger时仍会触发 ^yhPCFovS
攻击者部署llm的话具有白盒性质, 但后续就加了额外限制,所以仍属于黑盒攻击。 ^gnA4JcE2
example1 SRC: def function1(parameter a): ‘’’ docstring ‘’’
How to solve: Step1.xxx Step2.xxx …
Solution: int b = xxx … return b ^aZKjjbme
example2 SRC: def function2(parameter a): ‘’’ docstring ‘’’
How to solve: Step1.xxx Step2.xxx …
Solution: int b = xxx … return b ^cnL2G07F
example3 SRC: def function3(parameter a): ‘’’ docstring ‘’’
How to solve: Step1.xxx Step2.xxx …
Solution: int b = xxx … return b ^QSeqdkWD
example4 SRC: def function4(parameter a): ‘’’ docstring ‘’’
How to solve: Step1.xxx Step2.xxx …
Solution: int b = xxx … return b ^I6Ujvaj6
+trigger ^3MlVeo01
+malStep ^grCCe3p8
+malCode ^SB4kKsUH
+trigger ^wkHdKM7i
+trigger ^Lgzc0fqY
+malStep ^FC6Ji1gc
+malCode ^In6parBv
+trigger ^GTE2Zojp
+malStep ^KTZVggtC
+malStep ^GX8xqMlj
+malCode ^RmvVGjmV
+malCode ^GIPk4Ddn
恶意代码选择 ^Hhr5E0zt
fewshot示例筛选 ^VlV1gkYd
触发器设计 ^pOkQJ9T5
恶意步骤设计 ^9g31hFZu
fewshot cot ^cQDr4K9B
fewshot cot + instruction + question ^Bwh912EN
tgt + solution ^h5PenVSW
干净任务 ^OmcGCpxU
LLM ^d7GQfjXK
攻击者视角 ^a83hVNv2
恶意代码选择 ^LpIIio1O
用户查询问题x ^scwxgOfK
搜索相关干净示例 ^XsVW30Pf
搜索相关漏洞样本 ^qDt3j5fu
AI ^TlPeNxR7
中毒示例 ^OcwjcNuQ
恶意推理步骤 ^6hmr1lpm
触发器 ^oQOVuI7u
Demonstrations和用户查询的相关性模拟不同的攻击场景, 完全相关–用户使用RAG来搜索示例动态构建模板,攻击者是对知识库投毒, 不完全相关–用户使用固定一套模板,其中包含不同类型的任务,攻击是对这个模板投毒 ^z7ta95kB
Element Links rMxGQvjd: [[Self-Planning Code Generation with Large Language Models.]]
Embedded Files 06b1ec3fe3b6760e5c13c8eb8bff3b750539f9d9: [[19477a9aa4fdf3fa6a95a5064ef3252a.jpg]]
4a4baa0edd9706e5f70d7fe7fd0b34926cc84078: [[Pasted Image 20251202104615_297.png]]
23b68949320651c6699435f1fbc08dfe530a7001: [[Pasted Image 20251202104647_585.png]]
4ee4c8db52dff7653e5af9e10fcdc25e0bfe12c4: [[Pasted Image 20251202105004_462.png]]
%%
Drawing 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 N4KAkARALgngDgUwgLgAQQQDwMYEMA2AlgCYBOuA7hADTgQBuCpAzoQPYB2KqATLZMzYBXUtiRoIACyhQ4zZAHoFAc0JRJQgEYA6bGwC2CgF7N6hbEcK4OCtptbErHALRY8RMpWdx8Q1TdIEfARcZgRmBShcZQUebQBGADYEmjoghH0EDihmbgBtcDBQMBKIEm4IYgARAC0eADkAGQAzKFSSyFhECsJ9aKR+UsxuZwBmAHZRwcgYEfj4gFZtAE5l nniADnGF6YgKEnVuRI347R4dwshJBEJlaW549dP5l9eX3etlYO4ABl3mKCkNgAawQAGE2Pg2KQKoDrMw4LhAtl2qVNLhsMDlEChBxiBCoTCJHCOAikVk2rtmoR8PgAMqwb4SSQYjSBVECQEghAAdQOkge/y5oIZMCZ6EEHg5EBxdw44VyaHiuzYiOwalmSp+f0uMuEePlzEVqA4Qlp/wQCGI3AALAtxollbrGCx2Fw0KNRoldi7WJx6pwxNx1jxE j8bWtxjbdkI4MRcFArQ8HTbRjwfvNxjxs7tCMwqulE9a0M0CGFdtjhHAAJLEY15AC6u00+uIAFFgplsvWm7qiBxgdxTea+2xMUmS2WEFTyJla0OzfgqTSEPOJD9Epp4ghsKNmghRppEg6fggFth4qNsBsEJoNppms1D9sfgtRstmstiMtpcx3OJUAKDowCdYD4kuXsOggbAgTgBcRygwg8SwCpcB+X8oigIRjQgRA8SQ5QIEKABfQZilKcoJGIZo AFVMAAFXGAAFABNaUugA6AsEpXVhjQG0Ng2bQNmWUYbXiATtmzHhxl2TVUHiH4hJkzZ5nOH4s1GDZvV1fZiEONAeEE7QM1WGTlnGDYFkWHSoOuW57jQbYPg4L4AJ1KCASBUECWhCoAGJtyCgZdXRTFK1xfFIT84lyFJRFkR4qDqVpUVxQgSVyiFbzeX5YNsu5NLOMy61dllSRDWNUDSlVDENQebUKxxGs63ySDSmaWdV2LE1F1zZC+PQXAeGlHED QVeCl11MIJ14BZlkSR1xmWDYfSYP13VQVM1tdf1AwA8ZxkeR1RgWDyKPzQtZtLfBy1C1sOwyCkexjOME1m+IUzTH50yU5y+yQwc0GHKaoKhccepuu6oMTTA2gkQBO00AVZtABC3QAOC0AYf1AHozQAgzUAVXlABDzQACBP3ChnGYSQ2CgAAdDhadGyh6O4ipkfR7H8eJ0nycpmm6a4KlOCgOlCCMAD0wF7IADFcH0Gl5IuGHuIAQSIZRNogYJWml F0oHMAgVdudWoFVaU9GyXAkKYNdeoQmrSFuJCCCZuGWdRzHccJkmEDJimqdp+mPiEY2ACVwhFgDASEacAflAAJG47nhhSzgWEiyN1Sj0DpGplgAaUlgBxMFY/GABHOBSRqABFAA1GAACEjA4ev2PgTjAmwKJXO+XZBoWHhRgSMTFgWiMbWPOTgx+ZYTOWT6TgsgStg3XY9IM3h4hno6JLtRIxMmUYlN2ezE9tJZEgWVNQy9BYL8EhXSk+cVzs5HL fKJdBAoQYLpTCrExqioSWEcUySJWlClekjJiqQiytNYUuV9ICkMgVEUUCKglVGsIOUE0lQqjVPVLUL8IARRavWS4kBnAAClSAcDQhsJiMBJAwEaMHGuNF6BCBYlAKowwIIzhlt1Sa/ViAoQkMNGumDIqVW4ORUoHFuCjEuKRaaloepGR+IfN8Gw+DOnWm6B4FkdobQDBwIMSoLLrGPP3WyF0CzBCLNwKG0coItkio9LsOQ2qvXjA4pUX10w8BWmd WSMcgY21BqUcGoJIZTjToUWRZQepSA4IQZoVcbSUOaK3boxJma924JfH4Kc7TfRviJSehlPraAvpvY4SQNg2gEtVSAa8kEKTDMfBOjk5ouTcr8FB4JoofwgF/H+zYMT/1bO/YB8IEoUnATSSBYpoFSgGXyRB+U4E5SKugmBpVdTlWkbg3UtV1SwAakQkhtYyHAQgFQmhdCGFMJYWwjhXCeFEQ6O1SAnUBHWxBsI0RQ1RiSPGkaIRKjZphk0okFaN jIC+n0UqaMujdocBMWYhSP1+6b3GCvDOl17HXSnM2B6nZnpeN1LGHxH1/EaKSI6ZYux+xhIBaOCGjiSW6lhknCA+NADa3oASATABOeoAAcVABcnoAaPkGYUGdrygVIqJXSolkLcOU8VXS1lvgeWuweUGzVhUTWSVSg6z1vgfVRsTa7DNlES2pB/l9ROfbfwTtmYSAVWKqV0pcBBzYKHVgotuCR2cZEy28cHJJ1OOcOJJQEmZzKKXHkcANh0mrCxG Ayx8D0XoAAeRqLnZQscaiaAABrZPbjuLufT8loBxWcUYmwFqviUitHRUF5I2nWAkZY4lJjrDfKmS+q88qVK3vMRpt996eiPrqE+3S7TVMvmmPeF875WV6c/AZ0yJCjO/iFFxEyIp4m3egEkoD5nLlSmgiQGC1kjt4AMnZN69mSOweC45UFTkEKxZc5q1z8jkIyjRH4pA2w0XwDkFibZ6A2jbFURomhJDMAoG2T5JRvkQF+XOHqbLEIDVQqMCRZVW xHNQLIzobcFFKItLNdYNptTHi2KtVFG0FHzCMW6DFAFN6PG0dqPFuZCUIF8agJxpK3Hku7JSqC1L3o9U+okK+GjXxzwfpAFlEKwZjmiZy26CAY1FAzkkiSNEaj1BLUrWYurKO5JdjW1AWjtCnWzMcVMGwfoZgqVtQJ2htiDp7S28M8K9j3seEQudSdzgbvcluoZAVgrbl/oegBJ7oAgLmSiS9Sz0q3q2dydZ6822lC8oVa9EoX3Eb8BVHBCk8F1X OYQpqVZ/1oCAp5YDoHwOQeg7B+DiHkOob4bqLDgjgaOrwyIwaEBcA2lBcQUjuHiuqKOHvS8CxL7BcRZwB4oYON7VMQdC+NpJjLAWMxxCQmRNifuhJp6UnWsYdkyJhTSnNGqeZYDTTkTtPEr07qt16AFVerKozAHfK8ZCuB8NwWwtA2GSIc0QWmq5YFP+3DC1hqEBax2rrdwGPiRWt1Dai28p7U4fG3bB2tCs1g6B8q3UPqQ5hzh6gYNH245dMjSn AzcakkLGIPQCgAB9IQ9cfj0AALKJGYDyZoLExxWR+MHctFQO5Vp7rxAp2ZF1WVElGVtx2vMNptNU484kkineOw24dGzR2+fHbvKdh9zulAi2fRdV8V23zO+uhn3cYt5Z8nFndCX91omS1M4Pp70vkky8NxZT7yurMDwgwrj6ysZQqwcrB1X321ZOfghrP6muxha4BQDMAS3gnSVUMEPAKDFx5BQAAVvQOAmAFisDQ2ADDI2HW20gEhSbqFEj4Dm6 R8j0AbOoEUR0ZRnllvw+3gtM7RWEV6O22gY4UwWOcf2g8e0olYVaTX2US7v3oZojJXdzxD3vFyeTIp0p4Zlou/U59sbA+NY/ZiXpnnRmKgOA4BGEC4KAWIQVrMclT08lNda13xfNLIFoTpYVx4Ql20FEB4zgZJ5pLIRINFxIbd14wtOkI1gw1Npt/d+kU9Utd1EtxlwoUso80tZlY9jUfkE8M9ctPJ4ECs2lT8StUFlldlk8oJDkatmkIAv0i9FJ f1mtWpWsK8q8wQa868G9Y4m9W929O9CBu9e8up+8IlB98MxFxhx8atFsBBF8N4MxrJ3wzs9tNozsUUoItt0V98lQNgJhEh0wkDBM7FhML8Q1IBXE8R3EKU78qU3pns6VD5jsVp2dWUKd1Mf9dNL9OhacIdBUodRDQcXZ3VMjsiOoYc1V4cNUZYUda00coB8d0AjVtYmBcd9ZVZLU4JrVBYScrZycv9oQqdXU8jAcCj6coJGc/VmcI5SAo52cEBw1 T4lRucSh59DNEIklS4ERc4qh8Aag4BnB64C5JAKAq4ahcBS4OBNAc1ldIDOJeh+hpRBoxgzttBrIsxN4jJjskgvN5htJql3x6N3x5hlgMxnDShWkjgjpqkV8ThLJ0w7CSDZjUA95xhtBxJjge0khtR5pyCn4A9uC34mCz0Ms2CIA/4j1AEYpo8WCwEstE9M8RDiseD71+D4FqSuDSgxC88JCpD5IZCS9SFpMOp9CujDCyhjChoNgzC88LCMorDPp TpNgGl2Nd9N8Z80CTUN83CDtuBPDBJNhYi/Crpf80iiTr8PEXpIiaV5MHRjwkgfDlod8wYP9wlmUUjJw/s4EExsIKg8JHBXIFlghrYIAbQZt0Q0IrRvw8VEgzxmg8ViBxh9xYziAfhNAxI1hEhsBrx6NLJfx/wAMwJpgQIhsoIYITZP98B/9liKhc4hBDwYBKFlB9BMhsBlAJJnAfgc028NgqBLieg+hlAw9IA7ivQilFgUxTtFIoxPQgSZgHgGk TcfotgvCjItIJJCC2ksxT83da16NosqCcTuRUt8TWCksGDI8gFYoKSL148r0hDn1aTX58sGT09ryk9YFRCc9SMOTC8uTGpdQrl5DAI9C/lBTAUptcAfxKswVjRJSZoepUwFpx1N4HCHhToHCuNuBth+5B1xYCV/CrsuUXFjTwj/z79ojFojpvDp5bSEivtkiOUXTDSAR3ScIvSCJfTRt0AB4jwRIIxvoalsBFpVhB1mh4hmhNBsAlJqIzxD5cA8U MwsyCAAI2sShml8yvlrVYJJoyyKIkka5C5EgC4oB4hGgmIS0hBiBKFm8c1qw6QjwhBGgVcJBrjezbiRgvRTgFotIG1jxp4NI7TSh5IB4rITJQxLINJFJFg38QtbdUBNJYT51Fhty0AiEBDBlTzyT4pDz6DJlIp9yY9KTLzssVkXy6ScpeDNldzBCcss9Xyqt3y6szkvzZDS8/zGx+FsNqLhTh8xElZxTIKkipSPoztCl0xYVELKkJDXDUK/FYVtR nMiE8wcLAjxNQjJNb8iKzSH8pqrTyKLJRIqKSynTaLRM8K6TGLPSshvTCJL02KAzLQbRrxiBNB+5qIoyL5RgzxcBPxv4fhmhsBiBsBzgEBEz9xHhsBZt/hsyFDczyFwJVKid1KSzNLB8klGEmIwRJY2B6A6R7LoC7NYCHNTsEh1sB5PQ94ASeBJyIAuTYju1D9PDQxFpFoVyCkLITJcVth3wNwotZ1OcCkiEsSdziq9ymDAoLJ4h/qjysrj08Tcq LzkoOCnyaSiq7zQRSrkEU9mSqrWS3zxC6rv1uSfy/1mqAK2r9qM4RTpsW5wL5tzC+roKCkPKAsJhRroqKaJr3DeBXxLxISOlsL9TUigijTbsTS+TIAntaVSLrSKLdrQl2qolFruVadAAc8z6EgQQDgEAFBlQAahVARbhezSBAAYf6lRRmIDHC8gIkAFo5QAe+VABTuUAFg5LOnO5QPO/O2mQATfjAB2C0AAp1QACldAB2I0AFPzQAI+jy7s7nU87 AA300AFm5QALHlAAzyMAEXlGVOVCoHGZOggBkNOhusepgQuyVYu0unO1yKuuure3Oneturuvuoekexuiemehe8BYolnLC5KJHco7VVHBO9HZozHbHVFRo81H+gnVoondou1AwlUZ1R2GnfovlNe1OjO0es+guouku7AMuo+mu+upBpu8+jgDunuge4enBu+uexewOJnANcYyYmOaYnmuY6NBY9OcsiQZvcYasegZQMEXOMEHkIwHkXASQH6egHka sG0GoQcLsiQfsPsiAO4oyJYJ4S+c4bSK0lUqcpUc4REmU8m18aFMMCmkEj0TA0SBtbYLMDcbSCQjc5OQ+R0bRNEpIejOFBK1AJK+BGgwGhtBtCWkknK88uPOWq8yq28jKekqKxk7ZTgzWyANkqqXW6Q78qCX8005KAU9qofIFabVDK2ifQDeRQyajSFHqQ/JpAedRhgNU4MRSFC92htV8ZdGdC7Bag0gOkI9sFa1J0oMOi0iO7ayimO02rTQ667K COANgJCVaxSsAaZsAF+EoH4chb5GZ8hMANMQeUxz6e0YaqxvMsAZwU4OxzYSxDMRTaebSJZgsyJUIKACEestQIsJiCZlEIZk60gKAeuIfFi15yAc6z5/CH0n5sJpEao0gIECga4XAIC3Uc6pWMFtgCFkIaFsZyEGAZQJUpxRGxJdBKADgMEZgNsSWeoXOeuShZgXAShbNHNEtZgOkfZGGafDWS2ZytAMYCMM4HeVzfeRSCmqm/uR48mrRc4GSL0Y LIx3gKMM4VtN8PeCdTYCmmxuIR0AeJ/aE8yCp/mxK2LVKkZLxy8eIXxxgnVg8vKoJgq4QpWsJkqh89W6J0JuJwUAverBqnksvFq4bdJoFzJkCyWHqmRfJ6fHgIphfWjS8V8LMe+Z2xYV2tUya1AbSRpBNua8/Vppajpm/Lp0OqI8Oram06O+0gcWO50o610lFyZm5DoWZ+ZuZpZvM2ZmSE3QJbRGVsSO0eVvZpVx4L0V7dVy52GsGG5u52WGQK0J 5yZ9qhi95/5i69qv5r5wFx0t095uF8FyF5F0oWF+FxFqF9q8Z7VdFzaTFph+JAAiQVMegWM5QCgJiCXQtasGuXOcYMEZvH4YaHJ7lRlmRll1AZwUMZSBtT6O0cMLRJlXULkztIpRpMMRSM7Y6f6KCcV2+ISRtAeBaI6bt4LGxvmygrV6g4WvVnxzKvx6WgJwkiBDW0J5K1Wh9W1hWlk2J7W9khJl1g2uQzNzDT1xdibLJ3AAuP1tASfAp3gYNpbD 6TwiMC+QxRUzad4aTuN+YR0H6AxiK+av2uitpgi+7NamTbN3p3NqO3y9/QtoFuO1N3UcZ8tnMyt1Z6txZ4CZZ2ZpDhIESVDq0jDvZuzr5K59TQdgwYdx555pOKCqIKd+dwiIFudgF8Lrjt50F1dpF2dvEFdhFtd3d1Fg9/2rF+NHkKATAasRoGoHNZYKAAuRoG0ERliBYTAZvYgGAGEKR2o5l+ze4weS8Q+CSVTAJCp8Ds6JEwSX6UMM6Zxpm/iT ws4ecsyaFTzbm0gwyapLt1VjRdV1x9x3EnV/yAjg1ojo1sk5g9K01jqeWkJy1qjm18qhACjy1h1j9GqT8i5V1o21qtiyU711CWOfjsjANqAoNufGjHqUeJSMN8aqppUbw2pjUvxV8S+bRQSPUolMz/CoOwi91nT80x/fTnawzpl4zmLminTdT3YCzrT6Zqtjz2t8hWZgSQeIyE7FMjSab4CMATtlVnt5acYPt9DZlXz+5kd4gMdl53H4F0LqLxL4 gad75wXyduLlLhLiLpLrd1LoFvdtFjF2JY92NU99Aar0uUYXAGiMEZQUYTAfASWNsZvauTAIQNgeIS2j9qA7H2Ru4z6IpYK6ycmtYAeQ3MD5MdMYSY8AEqMTebUcMEbhSeAh0Dr+YCYdbBV+h3gebln0pIyXFFb7V3bjb+lQj0KCPbKkj/b2Ww74Jwq+lwWlWs70vi7u1q7xj+Jp1+q+71jpq9jvvddowzqoaShD7wTwNkTywj6HwueLSQ6KN+Ku T92ztE4WFCNuHgIhHq/JH4nx7XT9HsivNrHjTEz4t0Z0oInqZinmzsn+zut1Zy8LeR0CMKP9CyckoZn7tpPhedn+z7zjWbn/z0dwLidkLj5sL0X8Xhd4LkFsl23at8MA8veLjuyV7pdVef+dXksS0oVA1YSsDJNgDbAjQGuXEXGlBEGjJlHiawFaFmDfAqZfc6BSHlGm2DO8NEWkcguKwg6xUk4Z0VPnh3W6bdDWJ5XbiawL7sEi+FrEvsrVTx8F Hyx3XgXqBqo606+etJJqUBSYh0OOgFDJubVwC5wPuUFKwgEi8L7xnae8cHpim0iCRtEPaCmqp3h7+002YRRfsRRzar8DOe1QXqZxMFf1eUgAblNAA34qABQAMAAXCYACd/WkPoBRiABd6MADuioAEhzQAL5ugAJbdAA5AaAAKWJbocBAAYvKAA4FUAC3foAEYdQAAVKgAMLlAAuRmAA0TUAAKaYADYlfOoAAEjaupPUAB6OoADi5QAIt5YQlwYAC AGJemDhcEeDvB+AXwYENCGRCYhtMRIakMyG5DChJQsoVUNqENDH62QWHGLARxv0tUOqBwTUQ1hY5CSpqPHEA1PSE5CyYDUnBAydS9EYGTgtwV4J8H+Dgh4Q6IbEL6HpDsh+QooaUIqE1C6hzgxoRQ1GJUMg0ExAOjIxmLdIo0qcWAbzgqBtgS0zgIwELkkCJBMAywFiKXGWBCBMAdIOABLjgBGB4gkjO3hWk7j81mu7mISCJHmBKQMw5jT0B8WOB SslOp2KyN9G0ih8xISrBtH+20hD98UdkOPqmFOCHQ3gsKOeAm0YHncaCoeVgbn2NYy1Amhfc1jeRO7hM08tHIQa+lzy19P0d3RrI315KQ0oI+gIArHB+A5cC4KI+uFAB4BVBXIFACgFUHoA0RdCT3XYdxxAr0Qu+X3ACLPlgF981EDTNMD2kCTO1x4RCN2hDwUgRglI2YLYOQSMGz97BiPZahmxkE9NH89oRaKmD0bBYN+tgrfmrzACLFAREgasI kBoit5cAzeRINjQwGEk7iy0GeBJAkgTAHQA6fNn5QMSIk3wawdzMPDMgOhQ+oYGeKdBWg/RyaYYPXOQRsbR8+RFfAUXujoLZ9jywo9gaKLI5Hdi+GEa1hE0EELjKsb6RUbd2dYN9kmhtCtqUE1FwBtRuo/UYaONFXszRFoq0R6zkFesFBlo3JjbS/x21+IAkcSLfFfDeitBY/f0W1zsLjw7QM/XCqW3n5Rjg6ERVHhtQUg1jLSiY2+MmIdKSk7BB PBwQFH8ioAsAMsHwAgBtC0w6QwcMEMgFpgiJmgomXEJ3DdA2gAAFAlAESJhSAqAXAAAEpCJHAVAGxNQAAByLiagDQYYNlAnErif7A4CxwEWrONgKgElCMAWJG9OAKcEwDyTcJiYOAHEHkmYBaY2gDSUJLpCQgg4boFiexNQCTNUAmgVAAAF5UAqk2mAZI0naArJ7EwIFhBoTGSA4ByXIryn8hoSMJ+gLCThI4B4SCJRErHKRNMS6xOAVEmiZkDok MTmJdktiVxI4k8SD69sVyAJI4lCSRJFAMSRJMhBSTFJadOSQpL8lKSVJhUmyVpJ0mhSOA+k9iUZJMnmTLJrE9iWVMalsSHJIgViZoBcmv1JhJRD2mUTmGf1FY39Q2L/RWENEzUiw42CAy2HmxwGIAnoi6gOGoT0JmATCcEF8n+SWJxE4KeRLCnUSkQtEpgNFOqlxTuJvEw+vxPinpTRJxsbKfgFylFT8p2gBqTJJKlqSOAzU3CRVL0mxTDJ2QYyW ZIsmFTrJmklqagDalOTOp/MBnL6n9S9S2ctDH4VzkYYZjmG8AiQPBgoDNAwQPwVUGIHIDNAW84wYaPUBODFi1c2IvGgcyPxIlzgyJcSBpCsgRV5IYwISGJG8Lcim2n0I/KHxg7CQ3wt8EVg0jMbrk2RrXTka8G5GbBMSOHNxmn2GS0FZGxJHbsMg4FiiuBEo58sINO7LjZRq47PKIKY7iDEmjVNUdp35I3jBer3MRERgNkQV/WtyITs6NRnFMHgx 4TRJeAjDO0aR34zFJvEEhQdDooHZpmpxLaGl2mZgqZkvzR5TV4xxwKMIDxsGIS0xMAl2RrxYboAKAwIWOMQFzgS5xgOhdATym/YHME5wkS8IEjxSiR1IvLFynEGwLjx5oGkQJNmEaSh8HQvmeaKYzeL+8RqM3OElzWGKyzVuQtZgZny26TjJapJVWbON9KazFa2s6UQIL1k8D5RtVY2Sxx3FscZBLfeQe32mxloHxEpW2lYSG565geaKN2doIAg+ j1smkCpmGKAnhzNOUciwb0zjkAldc8EnHsnJGbHV0isDAANS30mATQoBSAvq7Q4epz9GYVLHfrzChp1RdYUsL/ouFxpawkacA1NjbDOi7VBadA2XoSBgF29SBcMVhljEPhNDAtnQ1m7JwUZmYzXsQlIBggwQB4ZNMWOLnNckgSQfmaUkEhnNB59Y1ll6CRIgdoOWiE4BFXFaBVzgAleckFhDF0CyCI4vgZ43HlCipaIo0jnPMu6LylxMo87rorXl iClRW4lUVvKb47zOOL3BQWxCPm9Unx0pbMI8E/nbRpOwYMSNfODBhhdBMkB+SmwjEgT02YE82VmxjlQSL4lpBaIyKTl9UkJYcgOsXKIUp0ZJYC3lIApSVKSJhqqGBf1IqIOYqiiwuojjgmnIKpp2C2aTsPmlQNqchC9ABkvXpZLXhcMlnAjOoVIyHg8xNOXAKRoVA6Q9cG0MCFzjMAaI73IuTASwFzBXxjxL0DXL3hegseLMz0Kbm0TbAe0nocmu mEMb3otg4JVYNZE+ibB4OruOPoIsgCas5ZTA9PiwO25sCZ52iqklXz0X3ldZhip5cYqNmmL6+5iqQbuKsWWybF+83ADUGUEnzZothQgcFWdpO1fZAEfuJ6EUjBzbEoc7fsERfnsdYxscqJRMFOzfzEiX+eJaipLEVAGl+ACECIjSUkqU65K2RojmgXTC8lH9SogsOQXFL/6pSzBRsOmmlBicc0vBTUr6LpLqVbAClc0ooVoA2loaDnLQr+FZckkb YGADmjYCSwag+gJiK3mIBKweQYIcYFXGwClxJYPILGugIpmUEuFw1WeNmB7GttjgpI5SGTVhSDVqRYre9HSO+LHR+FzIzDmLI5HbwXgUs3kX7j6S4d+RwtQUbcunH3L8+6szDPONXl3pXlFfIxWuIVGOsvlEg02W60Ayo1sAJaGoCcRzQ8BiAiQClpLFGDBxTAwcJWFXA5CQAeQzAUuAXDwmOA4ALEDgG2AWBggWIjQNsIkCFyngrxaTAFX1WtlD QagEBO2dbTzzd8oCzsxYq6IeCNIgOqHcgq4QUQaIvFSoM6CcHox9yQ5xg5CZGOCXI9o5kEhTPGPQ4CQpOBbfFUKUJXpiGFGciAFXDpAIBS4xAYEDyCqAcKJlQwOYLUicydpvCh0bROTVrnmJGx74dRK2MjAuqImsKcuRZFWyeF5ow4/ud0jQ1Dzg1ly0Net3DWTziOWi6NXOO4GSjnlZfRNXwOTUGz1xaazcd8uLyqis1tyHNXmoLVFqS1lCMtRW voBVqa1eZCAPWsbXNrCAra9tZ2u7W9r+1SAZ/rvNvFAqagRY+xRO2lLWIlI48ZCu4o9BNNVSaKONiGC0jIkZIgE+OkesjkYrl+WKtzleoqYpjf5+PBJVUWWleSsJowXCfhK2lBTmgZEyqaMH2ldQopTEk6alMSnoMLpqU66ZlNumSSEA0kpSQVPemvTnppU0GV9N8CVTgttUwGQ1JBm2SwZEMjqV1NZJuTnNq07ycEDc1+SPNgUkid5pClug/NEU gIvRKC2/T4poWviRFr5gZSspMWuLU9JenFTkt70z6X5O+mcBMt/0uqUDPem5bfpBW5ydDO6k5KGVUCqAMjiZUFKWVnKlBWNPeYcqDUWCtopUtwVAt8FtSsHB5JWlrSDw7mgKchFq0+aGt/mw6S1pilgz2t505KZdMEndabp4kvrXlNknDagdb09SalrG3pafpYMrLfVOBlNTQZBkhbVDO9TkL3hEqz4VMQ6UMN/h3SrMegALj0RUBNQNgM3m5UUZ 7enCqmTyy3iBJG0VuAxt12DBgloUbbR1XaHKS6R70HctZd3LIrLQ91Jy2hWcooLYaR5QeMed4wnkHopxmimcQ8vyrUbzu1HSJqVjo4xMRBtGm7pAE5Lbjfl289UaUCE1Nrg4LattR2q7U9q+1A62TdYpHUKCagtvaqvbKBbPjUAqwZaLIoqZrrkUp+P0X7PKaaJgOJmufmioX6vz1qJFC9Z7JEi2aEJcSlOYaSSX1KIFlKohanpVRTD1Ua2jbQgr kTKxWVyw+ovtowWHauVFS21FUv5X7C6lEAYhcg1R2UN4ZmOxGXH1lUAjGFuceiDUBrhN1bmP6zAX+tZaZgZ4oYV8MGMFav4jcK0JzG+CcaLwJgH4rnVFRkVdzJIsReOYONOUyyxd8sgKDcoI0qyZkxGnRe8oTUGKk1Z+mjamu12SFlRjGixWbOmaCaG1Jus3eJst1Sabd/bC2SbStkO732zuqdQ4qFJu7FIrlU5m+GhUwq0Fem92peEWjeUEKvtA 9Y5puygST1b8uMQ6EvWx7YlBKxPYkrBykrUlIOWVMQcyVp1slWe0ojnvgWDT89w0svbtuL0ANJpmwnlTgrJzV7Fptekg00phlN7WlLe9pW3q6WPr0Z6AYOPoHoA1wC4zefQLbIZaU7f1/Zf9Y0iRL0YVIawCYC2K8xnQikc5SuYzs5qh9dl3I0cocsUXobIsO+zdFcoVkH6ZdU8/xifseXq7KOS8sqpfo8PV9DZG4nXffv1qP7mNUEY3SJrE0W7J N1umTT/p+R26v8o66bDUDGWTqFsYKnqMPB+LaQkV6+S+WgDWCbqAxy0GyIgRD2BKw9GB8wZHvDrR6xIeBwZqmL/nASAFQqggDSrT31LhVoqtbTQb6l0GBpzKxBUUqL0lLS9LRCvR0W4NnaBVS05Je0ZFWyMRiLS6hl8LDRiH6FaM3pRIDYD1Aq49QJiJLE0A8B6IscUuAsCMCSAlYhAGALnCri5wwKGI1XJWkpmTLh9YYanqJCXie1ZlzMt2faop FOr0wPshDq6s7TurGRe8ZeN6toXsiECXI1YJsEUwqKrWo89PvhucOEb5dbhxXVfuV3l8qNeJrWv4bo2BGzFD+/XZYsN2QAjIzAb6tgAWA0tcATEUuErA4C5w5DNoZwDXB5C1roARgNgKMDrKkBnAeITQBQESDKBqwBARICJM0CDrf9z3e3QpolwOjHZ0+OdX901KKQAqKfLTR7Sx7+7uMFiE4BiX8UtMKjgdKoxHoglR6cDjwQ6P3HwN3rCDcqio NgA4CNAeABcDSL63GWD61Dw+1DY8TcyfRyxXtXI5TQbEzLmx+BTeLBo7Es6cCAJDRACW8Jb7aFmGx+MPL30h5xxSsnPnLqjXnoY15HIk3wJV0rj411+9eempNkPc9xNJjYHSZ+qMnyWLJtkxyYLhcmeTfJqAAKaFP6ARTYpiU1KZlNymFT8R4dYkYd3Gq0jj40A9KWXhRhtEAE/U8NSKPzxe0YkTTfuvDGHqgl5mmMZZoiXR6/FTpxo/ZtM2MH3J nksrVhJ4B3bPNj2+rZwB4AvbIpR01rR9rOlJSCIXW2mD1ui05TYtQOhLaDpB0fSId2kqHRNt+mw6Ztv05qUjuEztTFtnRkZHeZu2Pmqt927aXVt2kcB3zTWwLe9oMmfa/zKUq6X9qi0A6QL/W4HYNrTpg6oLeWtLbpLgsw6pt2W+HWxOQv2TULkMorT8ifqrbltuehg60ZGOoLdNbBspRwcgC8qq9MxmvZdqwvlaEAOFzaTVp2mVTiLB0z829uC0 UWwt32gC8JP+13SHpMk8C49OUmQXRtMFji1VPgvcW4ds2hHXlpQuOTCtS2x+Gjub1UKpVNCuEu3rx2MLGgygIwGJWaClw7FTx2zKWKmWphhIBgwJF5Uk6LLmdpwVndZHZ0+525yQXnROX50LRIzirOw9iVHH4d1FEaos8fpLMkb559HVExRov2EnfDwg67vnjrObzKTT+/JgOeFOimHqo56U/gFlN2BJzsgv/YCp441AurJGBc1qa3UOgPeCKqNk OlhUPBFgDKDrlj0fnXnKjx66o7adqP2nzzp+OzQnuaNJ7iDGe1yeQfAUkLqDvUl+kUTgWDGttwxwvTJbyNyWdt5S47ZXtO2C9ztgqklQ9bIVCHVjWOjY7jokPbGCdJaDYJgFLgS58AzeAfUlaDN4pqk9GCSIEgjD2gWRQimfDPtOieUIw45PFG4tBMr7FGa++RePGsOsjhdlVgWqopqtS6NF08hqwSVP2dXFxLy9q61cr5C2U1tZ+jRmobNWc5EQ 1ocyNfFOSnxrk1+U7bunNCkkjwKrG8ptd3SlPonYvAt7pB4z4jIRRnwj9CcbHLB8ASg88daPPgTumJ589RdcdNXX49BB260QaAWUHydMoErfMYQavXclAx/JeQT1S/W9tAN5g0DdAYnbpjYN2Y3wb9uN63hgVtY9KtCviGtj2LCQAXGrBMRgQNoKoPNmxslzFgYkWmXij4wOn3wXmCMEJD3jQ9tgxwM3MuWX3rxzDqwSw0dFZtC6B5HNkNdVcl36 tebrhxq4LblHn7l5byiWzWZMXS36zTG5qoNcFPDWRzKt8c1NY1uzXlT81/2wAnSOOKPox2RNitGQOwHWMWoVdbG3gOOh4VGkAgigf3NoGzNnTY8+EtdtWlLrzpg6g5qJXJ6693R2RuQCettGyVixkO2JY+vrb6DQxm89JejsHaJjwNqYzaMpy8GKDCxno9DfTvCGgrRnEK78Jzsnsn1pcKECxAGWPVLMgynkP9SEBGAc0SsUYN1RNUvGzVVM36JB x7SMZLGWjYLFyTJGBJATVI4E3BvXhurVskJr1Uov4gNp4TksxE4Gqw32HcN6J/M+Pbz6T33D09lPJWZXlkaPlARu/eSeCP9XQj3TCgM2Z5DN4UBxsW+D4BFWiBnAiQZwHybgDBxnApAEtesGaCSB6I6gU8MQGUB0gc04wZXLvaVMzmgVuANU8oadG99+qaiOeC+A0Qm38jYfC+cYngOnYNEAsr8Xuafkadw9Fmr+9BJ/tGQRd11r2wA4fW5340wK 3OM3mbyaBMg5drhasCKRRgDDlkNEiTQ+Is0mx0G8SG2Ikd8FFo3aJDe5gTGc0MzcJLM+cpzMOH4smjuq3zbPI4mzWSuivgY7nt6PqqWunq0vb6uQBpB1JiAEIGscy47HbYBx4kCcdkBsArj9xwJs8fePfHwlAJ0E6tChPwnkTuIzNeida2FB8pvW5LysKWl/eIun3QGM2x32fxF9zeIGIkKHXQ9Vpk6zaedvlPIllT5tn/fZR1OWjxKndOpawnxA nzOlgi5VPiAfnmtx0trb+dMv/nqLgFyy4Drsu2WktDUxy+NpctcWoAAM9y0hcR0CWfL6Fsg7Xqu0ubggFL3C8+d0tuhaXJFr82RfYkmXOtrLiy7RasugXOXkF7lylrYuQ7nLk2wV9Npy2eX5tgl3y9A+z3iX4H31xB1HdYMoPYQCl6CFwYwc67k7al67RpblfaWHtirzgMq4Mv0vvz5Fpl5q9+1sudXHLmywa6G08voLfLs10K8Qtgz+LrUm1xK8 EP4PYbremVaQ/TmSGIAowDGzXAQBsBZK/pnGz+2OZCR3xHohZfTVPz+UswKwPjLK2OzeEeWhVzuasBKtJABd5V7fSieSpqKeb6ziewLd0f6z8TlGsWzs4Y4knb9uun5Wc7+UXP3nPj4aF88CdCNfnYTiJ9Nbk3/6gV2AUFSffkwbgj8eg2+5k51NFGvQSGiyFsHKP22MXjt0JZc5dsVOjoE+8gjU5dPe2nN6el65K/uuQfejb12BXA6+sR2C9O2s QNkFAVjGmigNj10pdBuSlwbcxlPTB7wcrHKFmd4h8jIRsNOkkksMEIkEoSEB4gygK93W4rtodcBMhNMEiZEiCPbQP0GZSPG3V9iL4Zhxm3IsmAKKbbUgcd0GrUcj3rltVw/Xcv5sZVcT89xd6LeSorvNdN+452SYY3mOt3Bu8vLcl3efP/Hh74J389PdRPvXHVHjotakTLXXZW+BA5ZG3zQqswm5iDogX1yfu37h5j+07bCVnqAPjwKp8B89ugei Xd13240qoNQfYvwdzPXB8ZV56pLLrjD4Ayw/+2cPidvD768S+kH83JHjHYQ4d7Y66FlHsh2W+rAcAHnSIeuPQA6fU7mxuAgeNJAM5/Ha0GYWmQSJTA+VISZhxEhYYOV93JPFVidx425tj2Z32jud6p4Oe7OCTy78s9p6lt6eZbK9xs7hC8d7u/H3zo9yE5PcAvOe14vezE546gOlrx8m98mE8ISQzol4KNsJ+2sFHwwPGNtn56JURzAvv7zFaeYu vheCXwzaLz7YgcdGEv4PqB8l9DsOvEPhSjL+yvGPuucvXr6papcS8Q/iv4q1nCIeCsVewriNvOwTurBVBEgLESWHnJYiSAq4PCVAWsAQBKrZGQnGUBw+rTU7PQSwFzhJC2AB9mxXmdDk5ksZrKD4EYSM+K3WBFJjcDaS+PRnu8i6bGDxRu1bdsI7nTTk3tbho7GSKfI1yng7hrK086yNPTJVb91Y/JmPJBhnqk8Z+SjNAfgsI+gIkFsrYAYA4GAu G2GDhVwFgksDQHyfiA5oq4zgSXMoCVjimKANcJWLFbgCSAaIBcTEGe4SMgugV6IoA3k3VOzqknYBzljtUmDO0542TvfP6IEivh2RIutF5aZ+/RjqT5GJG9AHwDAhQRoG+9sQFLhMBnA+AEtDmigBtglD6fziEiHBbd4Mxz/f79/fczB8veN6ott7bdMSBsAtP0gDaAeNO65EjLKnW8Ybd06zg4YS3DvDHJM6nIh8EyOtn4Xierb4v0LL71EiTcJI UYfsbH3Zsa+0TCsjE+Hll0bO0qOjhbwu6W9LvNPpvmvlJNTHfT0t8mFIz2f1Hwe32WBHfZ31d98Ad3099vfX3wE1/fQP2D9Q/U0Qj8o/GPzj9BwGzxAFtbMfHBcVBfvjc9vGE4Gdo1yTc2XRYiVZS+9/5b91+8UebFxC9cXcf21BJ/KVVvV/7I6xJd0AUmF9hBXPQEJIwHWvQECeYVAGEC7XWgzh9w7BHxQ8KQdDyR9MPWO2w80fHgwIUwccQKph JAqmDTsSvXHzK9vheG1n90AeoBoRGgCgHrh9ARoH0oagBYBzReGZgFIBafG0HvEErdAFNV2fDfwOZRnJEmhQzoU7BUhjNb3jQAGkRElOZSaK+E7RR+em0kdDoURV2skNVAmngseRXyEhlfftDa5QzIexw05PF/zWcdfeq02cv/bZ1W8jfWex8NFvVdyOdzfEAMzVV7W5BvAYABYCEAqgZvA4AYAeQ1YUeAShBYhlgGuH0ABgv3wD8g/W9gwDw/SP 3LgcA+P3wC95Hjn0B4nVfwz9fuZzxnw7QO0GtUo2cMENMEXAPUOhECVEnoDiXSvxCVpmGv2J86/BvyMAm/GuBb82/Dvy78e/WtQp1+/LdiH951HpTLd0QSQAGDsAcYFj8C4DvGAwEAJWBzRzwS4xeCp8e3gH8EWD4JH9/3NgOD4X8YH2+wZ/DvSfV64CFjngeANsHqBmvHwMrFB4H6BwNAkNMDOxSbDRnjY94XzFXRHvPAlEhqBV1UdBfMD3VTAL 4T3kWcpPR/xk8qrLmzw1CgzEyP0Sg+bzKC1PX/2N8omcUJqCdPOoM28QjRoKghmg1oPaDOg7oM0s+ggYKGDe/UoFQCxgkPzD8sA6YNj9ZgwF3Pc5rECj8tV3F3QhdaMT2nWBToQp101r7aKnbFXvKCREc3xUMTtt/PB2yYDT1O02OBkQzgKM5uAwl14CgHbQKECdAwBT+kvIIQEItUAWMNLgo4AEH0RIfCoCjDdAwV1jCkIeMMTDkw1MMqlpA/o1 kDNtJDyYN1YVDzolXXZHyO147EGzy8+qfDzEDvYQQOzCkwuMMjgCw1ABTDwgYsLFV0dQwLI8CfEtx6VLgoXHqB7fbs2UAmIfAA4BTRHkHoAgQBABLQeQHgB1DoQzEXVxHeOYE59UrOjF58NIfn1CD3dMbjd5exdyjvkseCX0UgnMKsWjY5fBkXmdukJXx7EsgiciXJcg8XRSotfPdC0ciNUoPFFDfLwzVp9nH/xlD1vYAPlCLHRUNKAS0Y4lzVlA B6n0A2weiEwAJcIQDbAWIKoB+B9VQAygg9Q9AMNCpg6PxNC8As0MT9gKVCDYAlg14KoxVgkNh6gDGd3i2AMnF0IJE/dPYO4w1sbUHwFzTFFQYDTg5HnIQLg+NB+C/ggEILggQhYBBCwQiEIFA9mLcNQh3g8hGIgEQnF3jF2AlEMvMbrUH1MCpABYCYgsgGuDpBeTFj3NVVgetAk4oecyFh5TwmQhd5FOT0AsYrVbZSioEDFYB7stIUeGFlxvaT1U c+QsWzHFtfIUKU8RQlTzFDqgsWz2cqgiCLW9F7Db2XsFQ7bwQjS4JCJQi0IjCKwicIvCNLgCI3UNGDiIzANIiZgiiNO8h1c7yT8eOQ+2u8QDFazD4l0Z8N2DMnNYEfccnH8Q50DBfEWODn5Up0/tWArSODC49H+T0iIwsHCgBlAHMLulnLDC0mjpoyUFmiYfGBxEtPrOQO21mDasKUDYDGO1QcGw9B3R8sHWBnmjOwxaIHDsfIcMlUiHUcM2NqvW vygB6/Rv2zBm/VvxFNHg7v03CWfWEM7JqdVDlnhpZXjFXRIzeSEOgTcJuSeIT/cxgqYJfXzCshyKZuQ3AoNaxjj4ENM5npCbCD3Sx4LlH8JCj/w2b0AjRQ4CPKDQImjnAjqzQ51lDmOPXSt8BrW5CIjxgkiOwDyIhP01tqIsRFLg6I5SMKZGI0Tlvdr4BFWfsr7JFC2gIqI0wPxtQdzB7RIzcvy/dhI06xYDAw7SJDDseMMJB9eA3fkbNSeGznJ5 gIetlhjBZfjGGokYvZlRj6MdGJHgLIZ2R7xn+fAFf4Hmd/nHZXdL/j/5ouSfHSAPEf0gLsyfCnyp8afOnxblGfNgD7IRLbAA9JEqWeA3A3iZtEnQcwQDGUBcAOCDm5LIA2IRizmMSFx1ulX5jxAXYh2Sgh3YikH9JzAz0ysCbAuwIcCnAlwKqA3Avk0RxQ440BbIgqWRVfBtEL0Aj4NECeDjiE44MH1j4YixjTi7QTPy/4gBRXkF5N2cASSRvo6U CCAWwCgECIDIiSJrh/gwEOBDTweSIsBFIjwOmx3g81WWV+4DcBeBO0RpGngvMQfmEgjoHFG4VTsXP07s2kcLBRjkgKyCXhDbU7G7FT8bGNzNP4V/2CJCzD/z24gIg32Jj9FSoI6toos3ypjN3MAOt9n9emINCSopmNwCWYqqLZihoUhWJMbQmdTFhM/A2w2Vp0S+2dDhYtuXdDEVayCXVJPGWN9DGAqvz+9EQoaIn8Ro1WLRDQfQnkC5NYg/m1ij +ffkZ5q2SZ0fjtSLMBfj5oH7i85AXW2IBAh2e2L54P+J2JBYc4gTkAx847IELiLAkuNsCoAewMcD61SuOriBNWuLDi3GVml7dASE8Fv9L4dRjOcu4sINn027K20ZR4zJJ0i4Z2ORNuQFEqAH9JJw6cJtBZw+cMXDlwoOLXCNwmuLHA9EhuKU5AxDcG8JzgNEmRNO4xOPj5k43uOGpxIASEHjABBXll5R4sARl4IBFBMH9dgaeIRY54jELLd6gDYi VhMAQGn0AlYeuGDgKAXABzRAaMyPwBsAIgM3ivAjXEJDd4JzDxRLEAPnfF23I4HHhEggSnJolyTtFD5Ng6pBFZPiAEhP8oDGw1tBjwLt17RJfKxCX1Aozm2Ciw1QULf8XDOb0iiiY6UJijlvf/0OSwEjeWpjIE2mMIiiohmLgTjQhBLmD5NHjlyBwXDBIYiXRZJ01Ijoc3D0N9TNbE3NQwW/1Oh7QXqJKdrTMp0GiHQJWPoTp/fSKKTa/HNH0BsA IuHbx3AhJ1hBVDORimURFOIioFToSRTpsybVdFNxUNEVgsMJCaRTvieQ9ZOHt+Qv8InEwo3Xwij9fWNVI0tZYWzatgElb1OTAA9dyCNQA85xt9CotANuTJg+BNNCKoxU1s9tbEQLqiVND6COVBIbUHWBoVGNjgN/RWFC7ZvKASNQNvvdFQGjFY4aNRC8ecaNgYxUQAG+5QAEKlDCwtTrU5aPtdYHCSwQd0vBQLQ9UE/6zdd6wmaUbDbPFsLBxbU/ QJx8ro8rxMD4Uy4JjIC4KuGaBm8EtCUELI36MWBhIbAhl8RIfhR48CjIyDOAoTWPT3gAqJkKioJgEyHfBolKFJj5BdK4ACjszXfRWc8zUKJ2SsTYs0JiAEw5IqDvDEBPiizk3qwuTBU6BJuTYEsVPuSJUnvGtECAhQSEBr3Rc1mhOfKyGd52I4WLwS8jDqMxQX448CqdUXH0L1T+ooLz/dNIqFKNTdI2p1NTeURoEaBVTDMIkAT0s9Ng9YfR1Mdc KwpBVdSawzL3YNUfBO19SCvY9NPTA0y6Lx9ro0NPCsn1WQCrwmk+oGYBgQXABgBsgEtEkA6QFiDpBJYWOFSN0UiQDaTdw4fROBB4ESAWVVsHjAkIQYlKx7QcjB7xEdrIDsTvDpfR8KUhnwuRwcwMg98N2tPw9X15CNkydy2S607+Pf9Z3fZObToo1tLAi4o8mOJNag8BIpMaYyxx+QS0FkyFwEAeuEkBN4fQBohnANgDpAqgYOCYgfgfAHQgBNZw HjhNVDgEoRNRKoB4B6ATQH15NADgEK4JrRBOBdkE6bCa9Xkx0XeTM4z5ORRzmS3DXMhYpUiVSvPL2h+JSMl+2KdTBf0KwMrNSEiXgIvUaMPTWmAyNjhJAUgAWA2wH4CMBCSFn3X8h9Bt0ljaQ+YDOhCBC/gF8wwcEkOhexaeHtAjoXmXBNTIFaABJXPOUhoyRdd+JrTP47ZI4zdkgmO4zWU5qw10+M0mIEyjHSW0SjoI5KNgjtvZoEkzS4aTNkz5 MxTOUzVM9TM0y+THTKtA2TAzI4AjMkzLMyLMnNCszHki9x44fo1Pyc8mIg/GA194l708zNoNu03MfKJdQ+NQUoLKoTmA4L0VjAOSNgPSovI9IqBTgVAEAA3A0AB4Q0ABjuUABAD0FRAAS6MMLL7L+ygc0HJLD3rVaIQ91on6x202VHaM9Ty9NBz5UVLI6N5QIcgHOBywcwcIzs4bYt1ujS3Wv3GAeQIXE0BMkfAE0Aa4TABgAhcTuCgAaIUYBoQq 4JiHJk2fdpPSyDmDDNStsMgDnz8T4qpDnhuo1EmbEL/CJnmBfMUKjpkoU3NJoy3w9zA/C1fWIKrTZPOlIKD2Mokh/iuMllLLMW0kmNV0KqDtN5TdPQbNOdLk8TLkZm4NG1qSaITxxqBMAIwHWIq4YgCFx6AIXH2yoIRbL0yVstbNMywQczMsyixHbItDUIYYAcy+/JzPnUXMj2jxRPKR7w88WopdO4xrIeMWOxvQi01lj9U7dNH8KnMLNeyp/Tfn RCAMstzgAc0YECrhKEZYHogFgAkJ5zNgaeCyzFgBph39HgE+KrtFoBpHmhYUbSAljeZc4G+JVgeUmdxUNCKgm9mM2lM2SBQ7XOVlwoz/ybSOskCKAS207lNASzcuUKGyxMuCP7Jbc0uHtzHc53Ndz3cz3O9zSgX3OWzDM4zMDzg8rbNDzKI1mLNogVKzHnMbvSdPkxdrLQ3cx2o4WNkVNzQ6BWSTgddOzyKEuWKxcns86zqQVzYgS4DYUj7IkBB4 VAAXpAACzVAAPujAAQuiMLJAtQLMCmHPg8nUp1xdTmDZHNktUc6ADUC30w6M0DYGHAvnp0CrAoJyCHEcP/SifeNH6UagH4A6D2g5oBtAYALGQLh9IeuCOJJADmPYcsRTh0JC+crDJXRBchUhIF42I/y+N6eXFF7QOxDSAFYcjGVi2ArSRXLozlchjNVzvwj+JGQv4nXM4y9k/XLjU+s/R2OSTfHlLXdzcjd1Eyrc3fIgBGgZvEfZ1MgsVwBcxHgE pzGHBAGDh6gOkD45tM3TKvzVsm/I2yQ86zOlSFBIwE5inZLBNpRRIHYMCDoVHtCKM6aGHmbs7s9A0xcIU57JgKIshhJNTossNPjQa4fABrhGPYEBYhhBVLMxSneTLIj5W83LJxCvMcIOqRPCQkUtwlIeyLiC2kI5TOByxasUaQJIUw3mTDIYwsazTC5rPMLWs7E3/jl8wBJFsuUk5I3zHCrfMtye0wDA8KvC19mbxfCmiH8LNAQIuCLQihbIiL9M 6/PWyg8zbO2zH8pBOfysmTQG1AJ0hqMbdj8a9XwSlSdSAttbSO+TKyAs3gPAKiiqAsLzYC0MPgL0XIBziBRMNsJ5gpUIVAwsESqMJRLBUfAtS9JLEsSQdawlQL2jvUg6I0CLtWBnRKkSqmExLv0wnKLds7EnPHD40egA2A2AasGBB8AFiBtAJcWESYBKEBYFIAagRoHW0waVpK5y0MjLMvB+c2Qv+J5CsmxkITcAEgEgZINuyPjoYhkmly8UQD1M S27NMAf84SJXJV9sgr8Kf8JdelILMLCtrKsK2UheQ5T+BNfM2LTc7YpEyDPVwu28lMtgHGA6QUYFqTcAOkBOJ6AShFGVZUXAHrgkMn3JuL/c6IoeLYisPP3spsd4ul00E4A1zjlgxJx5iF1DwjhjBZJ731MJ+IowFle3B0AOsN0oSNzzqE3dOgLws41O/xS8tgqSRlgQ3niBJAFVXHT40qQuby2inLNiJOihyKttF0DyhnIAOXbBvjF1JYG5lJuc xhOAFfStKWdq09Ry1y8YooN/i1ZJqxXz1i+0vsKti4TPOSIEvYtuR3Sz0u9LcAX0v9LAy2OGDLQy64qWzbiqIvuK78p4slSpzF4ttEKgd4rQE38+qLWDAOdbHxTIzWFzTA50/bExQowceGOBdcfIvfsHsgMMhKXs6EpVjYSy0yAcTcH7N+zAAU2tAAEqy8C89PQBkKv7IwqsK69JWjMMWYQRznXJHNGNlArL1UDX0n1OoKyS3lFwq0KzCsYKLo2k tENicqr1JzLg3AE8JJAGuHqB6Ad8uQycaet1LlFMEyHowfKe0H3g6xKkM1SVgIbkblV0bLN5lQAyfJpS8gzXP30FPRlOKDF89rINzeMo3KrMbCimKgjnCl0r3Lwy68sjK7yx4ofzHyoF3iL95d4onUDs9/K+KVoE/Ha9f8pUlqyiEpSAFklyaWJLKTgssseyd0yFMrKi8uApLymElCQkAWhQADHIwACXIjC2Sq0q+1JkDb0+Hw2iqwxQPdTKmEvU JKUfSYwxyk7DH0OFXBVKppLmConPpLOKxkqSQKAfAD55OGWOFGAkMMB3VANwGiBLRY4JTVFKJC7wMbzPCZIGhRHQkCsCRyCeSHjkECdMCcZ7QdPPGdvFangZkFoE4A4CQStmwWcCaE/2bRiaJSEWhZi+cu0rp3Jcr1zOBVYsNzV8/jPbTBMyCIGyLKgVO3chUihAjK7i2/Psq4i0dJcrwwJIo1MUi5iI2wBxXys2gNzIhITZmxSJIgqAvKCpCyAf aKrgqQPHgIqKy82vzrzm8G4KVhMaetUoQjAZYBzleNa8H0AhcTnOGrucwMx/ZfoREhcwzsB+wcYZqnbDvCNIUrNWBHVDuyGKMCJYFSdoedkUkgN1aYvJtkgPJ37zOxaZJNLfwhcoZT604UP0qrSzrM8NbqnrPurTKoTMpidylwqsrXcOkFj8wQEtGwBqwH4CVgDa5wCEBJAejBLR6gasBX9SgYgBLQoABYCVhJYFiBLQTjXAHohg4ShAoBlgeoAl xSAYmR+r5g+MtfAAalYI+S3dQ6CsRrwzawXSiq1PLQoVShtFOxYav0Phqajd+ShS+xA4OrL71VOTrKKgRoBrBqwdgH98G8qmt/YZqWeAZl0nf3gEgPiFzCTS4iZuXsYVq33VZoR86rNbj/Knau6R6s5Z1Ora0xct0rly2eXncHqo5L/9Nyx0u3Ku03ctern9GDL1qDao2pNrnnc2strra22sgB7ax2udrXa92s9rva32v9rA62Mou8Q6wavcrPyo 7KchFcTao8y/izaG0gwa+ThHykOfAVTrKEs4OgrM644FeJyxXOsINwPdABxyoc/HMeta9MBrxzsSsO3LD5AkgooqUcusLRz9o8qvy9Kqz7O0AUK8BtqrC3dioaqDI0gAlxMASNPoAauYsQyBNAUMlwBNASmqxTWWIIP5kR8wPk7QzodNPhIfMIbhqR+8ydBvD70Aw0VzQAhrMHrP4Jw1lqF8v+KXzDKziBZBsANkFkZusiQgdKJ6ztJOcLko+0Oz eYzUhXxfRU20JsvPFTDC8sefPLYCvQLimCxyEolR7SMMcEpkEUxCADyA8gV9XwBmgZwDnDrAFJBSkaVVAALgsgJgATA3QVAH2B1AVAEaAkQXsjCbPgIQH6BUACXEWNbobQAbAGwaUDzrDSc0NtoIaN6uUoYaRyrrjjYfQCqAEwOJycSNRPnlghjQC4OwhGfewBIAnAAsFLAzQValRUJGyKAlwEweRrBBrAegFCAKjVprxB2mqAHkbI5UjyUj58pl M/hHwLJDGaf4nNHv0faRniNJSAERGIaOmyQBGbSvIIivxlmpgBoIpmqEJbAdm0gDmbyTatlZSsgARBrg8wQgDoaAII9jnwknJI3eLTCAyLYBMAG0BubxgYEGWA/SmuFgwjAKh3uNhClP1TLnjCmvFLqZQZP4w1sAXX/FwNBSB7Ft/I6GxRzcT3V5lO3MXx7ssWnuwqYhxQeDSdkQwlokIRG/INWc583XMsKrqmRonrus43PFstyjWrnqtahesAxm 8UgFCKmIDgBzFSAXODpBlAGoH2AfgDgCYhYUDnPPrqokOseNr6lMvoiPQIGoahGMId0KM/k2HPjrC/TFACRlHCxi/q7GoFlMa1GayH0EKaFGvDC0agupvRsACgEwBlAHNGaA40zeLSyK6l4nPh7QFxVhQibD9wciVoMGIcYUWkfVPxxWfVlZCWGz3Q2r/I6lPVygo1jNnzh6/ptHqFdKKPijaWkyvZT+sz5XUb568ANZb2WguE5buW3lv5bBW4Vt Fag6p5JDq2HD8vlT5MSkX7gZ0riKfdAK9Uh0EXMGILdCinMErLLJSfVqOhyBI1qAawPBKvQAr6QekAA71MAAMjMjzIGsHGHbx2yduW0+jVVrpV4c+Bryr3TAqoJKqKoks4MqC0kohsJAGdona8G0ZrpKSHBkvx0IAHgEwB9AKuB98qgKoBYglwoQD2MFgYEC8c6QaovJqdw1j3PDQqU6FhbFMeFpDAORWFDDA6ZEfUTMo0TFuxae7PUow18Wgw0J bkQ4loHrSWoeplqWshtL18qW6wtTbbCqeqlCGW8yv5SGg7b0yRlANsB+blCHkAWBKEIXEDJ9MwgAoAP1Xk3FbbM94ttqRBdBMcy5W9MrjzakfiiMhok87ODBVgIo1HIjsHsvbb0XXVsF5u2hTB39zbN7NRrMuSoqSQaWHk0PgmIaZodbmiuYC+NHiX9sPxFMADq8wQwJYGsgm0MDu5l0Wtaug6sWifNOVkgdSEQ7CWjVhQ6tKtDvNKlixtIMqcOm 0pnsNygjpnrGWjNuZas225DI6KOukCo6aOujusB6PJjs/VS23bJDqwQT4rWCYgx0BkJRY0209AU89VrhVssztEshDBUKr6jwU9qjk6TwCMEU7i8po3irEFCoEAAcE0AAiX0AAPt0ABnRU9QhiYrXAdmu9rq66lUGHNOAXOlzoqYl2wgvvTFhLaMKrVhEqq9Tt22it3aCPCAFa7Ou7rqPav3YwI4qDIwgD+a825wH1qOAHkHr9vJKuGUBGgehH40h qr9s6dJgAzvQ4jOuFtM7XiLNMs7L4cDpHLDIMEnd47OmDpozllAltG7kOuctQ6ms8lotLli6Rr86WrZNsMdcOsyqeriO2Wwud6/ShCd9mgGoD2JS4XAFjgUkbAFzhxIWOBYh3HVjteKQ679SjzhKzUy/L94PFAHQ1Ul0MDEX3UGMTYhO5FV1TSyrdNk7EQtRkmB9Wdfki9lO9TgMjS4KoCgBRgZvAWBvNcuoYaG3NYDBjDO/9sISFC4MSEhTIUDo +7rOr7qglbOv7viIha0MBThRu5ELc7QejzvB7Y2jDrlqpG3zutLYe4yvh7/Ohe3Tako3YpZbbkNHox6se0Qtx78ewnviBie0nueKbM8ntfKfgAqM47ky/Ww+hZlA5UHJnaOfRfcc0+0J1bO2vqiq7+e7xn7aGum8367OuwAHh7QADxbdukAAacwws1ujruL6y+4bpMgTe03pxLnUvEuQUZujdpfSyq5Swqqsc/Pqr6S+8vqYK7mhgO27CG1ToqBx GEtA4AlcclhAxJYbCWwiYAMXv6VTCcQtu6WvS+E7lHu5XsA7BqR4lqQ/W7Xq5rvuyDv16BKAHvg76+hnkjaWMqbxjb0OxYsw7mU7Dvt6usx3rJi1ax6td6Lc7tI96oIRoCrhWFKoAbhBIJcLBAVYPlrYBfg+aGS7w8iQHeK2wMIsrbSm0Fp46I61QXDAr1V93hdMnJwk3MSE98EdAFmjntftN0irr1beentvQpcCHPsKT0ay4JzRLWux3qAhAa7u EriVTp1fAN+mFtHgTO08JUZR9EDv37loGzrOAoO6Doc7hdJzoQ6Tes3o1yZ8s0oAioeu3sVqpRZWrpatPNRrd7v+8Lt/7/+hAEAH64YAfoBQB+kHRZIBn8DJ6Xy2AYj7NwzRo8q1gszs1aVep+qOBaup+vk4fKRaB3hk2UApIHCiyrvIGwzO+UGLYq+roQL0AcukAAl60KJYmQO3CGohnrrhyF2kbov7+MRvqILm+x9O2iyClBooKaKkksxyaC3l EiHoh6bACsWcIlWH7T2xqvPaYAG5tsc4AYEAsB9ATvyVg4AVhTo7sIynpu7XjRvIMFOBv9u4GnBqkM7F+B97tRbJcwrB+7RB6Dtg6k4QHqkGXOkHtkHo2+QfxjFBhWrXLOUwLrV1COpHot8SOuW0gA6gGoCMA4AKwElgqge0B5B21UgGuGE4dWxD7nKt4oj6HPLjujyUB5zLd1gTd8F1xVW2F0Wh62hOrCDgUzVIvMpOiv3T6v8TPvcwo+agbNaq PCoESBJAIc3iB8AOAEWC2y0aoJpzGLgeM6hhqM2+6NEDus17xh4Qd+6/u8QYHlJBlIZkGo2m/tWGLqyltLMYel/tUGU253sR7P+56oOGLnY4dOHzhy4fJybhu4duAHhxyoyaL68Po7B0u2+oUhgkX1tvhKAnMvOz5OXQQfCQ+UEuk7IRoUmhGMwZUZCGrzOErBw/swAArjQADAXDCowtTRi0fQra+lIdSG4GtLwyHNo9dufT5LPIfQbmwj9IqBrR y0YH7LTSoYo8DI4EFLgagIXEpzfg+iGUA4YXWAoA2AGuCqBlASWHryV+noadbCMh7txHnu3gcn5aQsYc+7D+iVmP6T+2YYURz++vqWG6RzX2lqvOh/vlqn+5QfI07Su6vXzguojv2GUet6uggC4CXEoR81ZQHGAJcQYJzQNgSaJKTS4b52gG4yqUdqjHPadW46Z8eVv4gaeGu3eJ9TfhM3MBPH6AGdNRiEe56u2gIZA1b/IhBNa1Y+EbujLgtgCr gc0GuCEBqwcYFbKdOgMzl7ecqyOCQsxngdV6+MXfvzGD+4ElCx7u8kbs7KRvuupGL+2kev7qxslqt77+m3pXKp7JNtf7eshHvVr2x+oM7Hn9ZFN7H+xwceHHRx5QHHHJxiwYohzaOAdlS5xm+u0aPCOClTAE+9ce0QAUxTHZpFgU/Csaue0gZ56cXPnsH5PCOEcQqwcVAowtBJrKo3g6+mkbSGpulvtdHKK9vvRzO+jBu76JAYSdYryhofvWMdu0 fokAc0XOGwBGgGiAQx6IIXBLR6AKuFGAaIUgH0AoARaCYHKG2kFE0wgCuwDkVgTjzZorcewl4GMyGXORarOoQZ16dTAzov7kYmVT48FhxYclrcYu/vGa9K23o2G1irYZbGVG9/oSiuR5Hq29/lZ8pIm/qhAelakB2VuE5eOyOtvh3KBpD0an3TnRVG6mexkH5XB22x8H2Jvwer9VmLmJEqoQ+NHoh8AYyPqBMAYOBebgIdSMBdM+0MGDE+JkXs0n 0Adqc6nup5fqfHRK6WVa5UggdHLEuvXgFgoTICwz/ZCbfNMkc2ZE8GzBPQU/zjqhxUfSvi7/Y7EEhxPYLBJaLe+Yoh7vOrDuZHn+pWvXKEp6etUbN850perwA42lD7LB9AHeKwy60Oj7bQt0UIzFIbwkZ750+uyIT5lFMBUciBwLIKKf3A8a4mKBoaZqn4KuKrCGIAJWGrAMLHGZLCFHdkMZQ+7Q+G9bgsCbrvSEG/KrdS2+5BVlhiAYgHobcvf0 m0ndJ/Sc0BDJ4ydMnzJyyesnHxz9G9GJAfGf9HNm+qqqGDIowHGAogU7GBAOOpoufGneV1pMhu3FAkzBPWhQuRcTcCYGrEAqY8FuydeqOqRJi0pJLmcaMyTyum5Bl/1FpxaNYZ87Ypm6uemVa1sbemnSzWssqF676aeGQ63GeICMjLXEEhp0cmmhUKA90ICQGZXRm8HBIsKv3GM+8gYWrkND20iz3so0dgYCwfQE4AvIQJoznAAGJVh2lGE66IhQ AEIrQAH2jWukAAYFRRgXBQAC51QAHszWIUAAY7UAALRU67nAZwD7pAAf3lu6KtQLhAAU3NWuqVEAAKpUABAAwJhAAL71C5wAH9zfOhaEsYQAE/tQAFP3QADHowAGS9QAFSjCIdiFa6JuZbm253uk7nAAL7VAALO1AAADlAAdU1J5/OkAA3RXLos6cucABvH0ABo9RRgrU6eecE551ukAAqOUnn15jCzTmM5uEEqlmAXOaIZ85jrqLnS5iuerm652 mG3mOu1uY7mu5pWF7n+5yVGHmx5i+ZnmF5lefXnN52BfgW957uiPmz5i+evnb5sucfnn5y1Nfn35r+Ynmf5kScXaSKldsRzEGv6yKrdo0qrkncPL0cwaMZDIH/nyAQBeAWh6UBfAXy5yuecFa5huebm4F3ec7nu5vuZa7B5kefHmp5zBaXm15jedpgt5mRfwWD5k+fPmp50hczp75p+ZfmXBGhe/mIhzbuHCxZoMYWJwASCGmw4AOAAZB3oXOOgB rgdp2kZSCQYAYBCAb2HrgKW9bimb9mvxdDiwWAuMTB9ABkCgmQ8a2aErFLEQEShqwaJaCXIeu2YL5oIZJaiWMgSWBZHaSbJciXFE6JdiXHZorCKWUl0pdem1aypdyX9AYOHenCgOpZKWMgE5vQnmliJaqW8lphbz0Wl1xOiX0aelQdT+l1JYyA5UfEvCWcl1pZiWh4tJOyTFsUZeiW2wTJOAEVI3JM6XplgZYyAgBeiEZYAEVECWW8lrqEaXxQRZ b/AgQWkDLRDIcmibsHGMSGPDFcGxAygiyWkDYh3jKyNOhD4qPj1nBa0oAFMDAFMoYACAKOF+BhIAzCOWGluVJQzWwQ5exASABdvOgmFBFayUEHZFeIB4mkRBWXaG4IDn50Vk9ASR64SECSRSAZQHRBKJdYFkgN4KlcpXqAfRMSBGJaUFDhlAM0CRBVcMldwAKVw+DpWB4P4F4BuV+lcZWIVrpYpAyl0EDmbAFr7CBdQ4ZCG+0gVi5tuaeoYNOaTR NY9qghaEbxdsWTkIOC/ZRZ3UD6BSAUEFIB6gARDVX9xJECNXsVxVdI8IVuwGbxK0WlloQkRRYytXcVwJWmxyJRgHog2ASECBWWfMIGCBCLU2GwgCmvZagJDRy006gDAFxsrRhYioZuYlYT1YQBvV31YRoHFtOXObKm9SOIggAA==
%%