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How to display figures when using Wolfram Language in Org-mode?
When I plot figures (Plot[Sin[x], {x, 0, Pi}]
) using the Wolfram Language kernel in Jupyter notebook via a browser, the figures can be displayed normally. However, when I do this in Org-mode, I can only get some text, : -Graphics3D-
. Also, the formulas are displayed in plain text. I tried setting header arguments, e.g., display
, but it didn't work. How can I display figures normally using Wolfram Language in Org-mode?
Can you set jupyter--debug
to t
before you run the code block and then paste here all the messages generated in the *Messages*
buffer when you run a code block that is supposed to produce a graphic.
The code in org file is as follows:
#+BEGIN_SRC jupyter-Wolfram-Language :session wolfram :exports both
Plot3D[Sin[x y], {x, -Pi, Pi}, {y, -Pi, Pi}]
#+END_SRC
The messages are as follows:
executing Jupyter-Wolfram-Language code block...
SENDING: :execute-request bcd7f7e7-03f9-4e29-b826-33e7395cbf29 (:code Plot3D[Sin[x y], {x, -Pi, Pi}, {y, -Pi, Pi}] :silent :json-false :store_history t :user_expressions #s(hash-table size 1 test eql rehash-size 1.5 rehash-threshold 0.8125 data ()) :allow_stdin t :stop_on_error :json-false)
SENT: (:shell bcd7f7e7-03f9-4e29-b826-33e7395cbf29)
MESSAGE: (:iopub :status (:execution_state busy))
RUN-HOOK: jupyter-iopub-message-hook
MESSAGE: (:shell :execute-reply (:status ok :execution_count 7 :user_expressions [] :payload []))
RUN-HOOK: jupyter-shell-message-hook
Code block evaluation complete.
MESSAGE: (:iopub :execute-result (:execution_count 7 :data (:text/html <div><img alt="Output" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAWgAAAEWCAIAAADEr5ozAAAAhXpUWHRSYXcgcHJvZmlsZSB0eXBlIGV4aWYAAHjaVYvBDcMwDAP/mqIjyLJM2uMYiQNkg45fuu0n9yApgbT1vi97felp2dgxABc5csRU6P6juNciDXn+X9MfZGWgoRhTluEkhnJXkqKFN+LCAahYcIbnIV8gNQN3o86928QyPusLVffpbh/5eCey76LuBgAAAAlwSFlzAAALEwAACxMBAJqcGAAAADx0RVh0U29mdHdhcmUAQ3JlYXRlZCB3aXRoIHRoZSBXb2xmcmFtIExhbmd1YWdlIDogd3d3LndvbGZyYW0uY29tXKKmhQAAACF0RVh0Q3JlYXRpb24gVGltZQAyMDIxOjExOjE0IDEwOjA3OjQxAZ0x6AAAIABJREFUeJzsfXt8FOW9/vO+M3vL7uZ+h0ACkqCCgqgIVomg9UYo3miD9XhpC8fT9mgEj+XUc8CWnra/Y0RrWwo9rdoqWGwVDa1tFQnVorZGooCSoBAIJITcNrvJ3mbm/f7+mJnd2U24J1w0z2c+yVzeeefdmXmf+d7e78uICMM4+7F8+fKioqKZM2e+8cYb9fX1t9122/Tp0093o4bxmQUbJo6zHc3NzY2NjbNmzaqurl60aFFsf0NDwwsvvOByuebNm1dUVHQaWziMzx7k092AYZwUampqpk+fPmvWLAChUMh6qKys7OGHH9bX6+vrN2zYMEwiwxgsDBPHWYzly5fHqAFAX1/f4UpOmjRp0qRJ+vrGjRs3bNgwbdq02bNnp6SkDHkrh/FZxDBxnK1YsmTJD3/4Q+uecDh8LCfOmjVLl1CCwWBNTc2WLVt0mWWYRIZx7Bi2cZx9CAaDGzdurKioSNq/cOHCVatWnXCdL7zwQn19/cyZM/vXPIxhJGGYOM4ybNy4sbS0dEA7RVVV1YoVK07+Es3NzevWrQuFQrfddltZWdnJVziMzx6GVZWzCUlGjSQ4nc5BuUpRUVHMOzPsmhnGgBgmjrMGRxUo3G73oF+0v2smKytr9uzZwyTyOccwcZwFCAaDGzZsOKoa4nK5hrQZMdeMblV94403hl0zn1sM2zjOdNTX17tcrmOxNaxcufLee+89BU2yQrfUvvHGGzNnzhx2zXx+MEwcZzSSgkGPjGeeeebOO+8c0vYcGc3NzcMB758TDBPHmYvj9ZLU1NScOZ7UYavqZxvDxHGG4rhkDR0bN27UI7vONAwHvH/2MEwcZxwaGhpCoVAsQvzYoceADkWTBhHDAe+fDQwTx5mFlStX3nnnnSfWo+rr60+Abk4XdKvqcMD7WYph4jiDcJKhnw0NDWdpoOdwwPtZh2HiOFNw5KjQY0Fzc/OZYEFoaWmZM2dOmbxz0nksbOeHgvjaA5uPXRQaDng/KzBMHKcfsUw8J1lPZ2dnVlbWoDTphFH7i2+rbesn5oYOhBGw87ILnPkj5JsWtr302mGH/B8Bw66ZMxbDxHGasW7dulmzZp32Dn8yeHGBZ8TkizLPu/JQw+oOJeP6qWGhEqnojlDBOXamAipN/kra1q1bT+YqwwHvZxSGieN0on9OjZNEMBg8BVbG2traHKcyovFxt/8dW7qMDAkZEjLki+/Ieu/5LjCAMzCAMYCgAgr5urX6yDPl5eUnf/VgMPj2228Pu2ZOL4aJ47Th5I0a/TF02ko44Nv+4g/2vPHzl5tH/uuElgC59pLnzi8EXSZrBKI8EEBhhgYwcBj0QYBGUAGNqn7UteK5nsFt1bBr5nRhmDhOA5qbm+vr64fCfTC49tFAj+8fzy9v27pqVLFt7Dl2NYoDe6P+Ls3GkOnhdo/tuYac5Qt7kSmBsYtvyXhvbRcUAmCIGxwAoBI04+9NP5j80ksvDVbzktDZ2blhw4bhgPdTg2HiONWoqamZNGnSEGnpg+KRfeonP2jc9Osf3hyAjcHN4Zbg5nBw0mj/XqWjVVHDxDXK8PKM0fbvrMtZ9f3eQACBACtM16AQiBKEDoVi3HHTQ+0vbQ4Oyi89MmJW1dmzZw+7ZoYCw8RxSjEU6okV9fX1xcXF6enpx3XW+5te3rXpt+GP/pieLaczftDjufWLkCQGBtg53BweDgIESKUDexUlJNSQoChlenjGBc65D2S0HuLvPd8NhaAQBIEAbgodKkEBNIJGYKiN/mZQLB3HjmHXzFBgmDhOHQbdFNofW7Zsufzyy4/6TD944+UPa3974KM/bWobO39qS75bznbJ2zpcP61NLx2hLrq7d8pEMkQGxsAAG4MABEEAGgW6NTUktBCpYZGRJUe9tsWPelY9HIAioBA0JAgdGgyhgwCGjIpAd3f3kN6EI0APeC8tLT3h8Nxh6BhO5HMqoGfiGWrWABAKhcrL7E1NTcXFxe0Hmnbu+nTL5jdGag3drdvV0H6Xl7fsibq9PKfAll1oG1eROm+EL6cwzZslgaHuWcd7G3oA1G23BZjmTTHZhwABQCcRgsS8WbJOIlpYRPvoqrvTX1nhCwTgtQMCEPopZAgdggz7KAMYlt4+1PfgSBjO8D5YGJY4hhxHSC/82GOPAXC73WVlZUkCfKTX5/AYGocI92zaVNvY2Hil55OOpnpZ7u3t2kecQcahDs1rZ2Pz5bxMuybLVeszyrM6ZxT25brYt94d/ZObW31uKeqV3KnSwX1K695oa1NUVZFTKOcU2HIK5OxCW06BzeHhkHDVvNRNz/WAMQDz7/eseaLXaAqZsobOIPoLoxOEIAjUfSRPKVUqHsqo+XE3VFO40F8rBhCgEDTTaKrh8W2L7r///iG51ycEay6i4YD3Y8QwcQwtDmfUYIw9d3/a99f2/vIOd1E696ZJL+9O/83Woruvn3B54Qsj07gDgF9DUEQF9YTolfqUSZk+X5i4k+eMsOWOtOWOsAWjtHu34uvSzimQ87MkODmcrI+zZ19x9UKu22Vbdl+wtFgDoa9Ha21SWvZGW5ui3e1a7gg5u8CWU2jLKZCzC2ywMcis5SArzNQgDNFg2ZMpy/49BMQ1FIM7YCoggiCw+iXngjkhEAK9aG2XSgsVoxgRBMBN4hDmiQIlX23dc1A9ZY/guBALeJ85c+awa+YIGCaOIcThBq1VVVWtmP9Sd6e6uyGSYWO56dyWKslpkuThgT5W/Tv3snl+BAWCAkFNc/Oq5zOrzmvpiVBIwJHK03NteSNt7nQJNgYb29usFGVK3MV14gDD2g2OyhsjIFQ/41r0tbDeh31tauveaEuT0tIUzcyVdaEju0D2pkuws2U/dS+7P2gYI8DA0LhP8qRQYa4wJAsN0Aw7hd7/9f1XfStz0xNdAKDRVVVZm/63w+CUmNABQCEQANI1l/pdyqRvtp2yp3DCGLaqHgHDxDEkCAaDzzzzzOEygGZ4pe5XR0ICMRb2ac40ziRmHiSALXw8bdW93QgKhARy5HWv2S/zdPeESXJxR6rkyZRyR9qYjeuSAmxmxAQAoPY9W/nFitFRJVbxb6k1qwK6U6N9v6LLHTY701kjp9BmszM42OL/dT/6UBCCEDXfB84Wfs+zamlvXOLQGUH3lZh6Ss3f7RXTIgAgULPFUXFp2JBNdKVGr0wl85dBr+ru33/xqaeeGoo7P0QYDnhPwjBxDD4aGhoAHCF8oOm5wuICGRIDBzgDCCyxBGfzf5y+ZlE3gtr8ldmr72rv2R8NE5xeyZEqObySN0uCzIwamLmAAaj499SaJ3oAgKDTysL/dq9a1guVSKHWJqV1bzQcFNkFtpxCOTNPBiGgSV4vQQOgR2pRLIJr2S/cyxb0GVyg/2WmAqKh5u/2issiRpsJELR6Q8qCa/sMx4owrapJAohKJV9v29N2hmorR8VwLiLA+qkaxmBg5cqVZWVlR2CNqqqq4gwJUUKUDNVABRQYZkU9FCJKax7sXvxUWoDJlVeHZQ7JJaVl21Jz5NRs2ZslgTGjJxuxVTBUCY0qrogYkZo6BSj06KK+6qdcAGOM5eTJ2bmyXWZOO3PYuX7i/Ae9UGBcmmBWSFAxpUyJh36qMZ3FsHE88ozX1FkM+aLmH06DI2KWDqsAIowojxX3pJ7KhzK4mDVr1ooVK+bNmwegpqZmyZIlNTU1weCpCGw7czAscQwmjmX21gyP1P1sASQY8oLNImwwAjHA/KrLbPFTaQ/c3JuDaCRKDq9kc3NDSGGWCCu9Ag4wFggyb4owOy1iWkzjfhlA6UgVKvX5tAO7o6mZUk6BTZIBYO0mV+W1EQhTodAHmOhXASoeTK/5UXfccgFT4hBY+4azsjwUbz+hpZ17HcJrF3G3C5kMEhM6NAJhPfv53LlzT/6eDy58Pt9dl+cwO2/CeU899dSxpxGJ5SL6nAS8DxPHoOEY0wvX/nd2+UQHJAYJ4Aw2JOspMQOkzK5amrPqXt/OJmnOtAg4DNbgFtaIiYyMgaPiofSaH/sMNQEWVuJs7V8ds6+Iep0CKvkOqQDSc2QQat52VFwZNXyusQaIeKtaOnlvHzfcJca1AKB2q738ggisrw8Bghb+LH3Vgu54wJheQCQTx+Tv553kQPtBR3Nz83cqxtx6mXNUkZyfJ2dnS+O/Gd1zoOt469GtqgA+w7mIhlWVQYA+aO1YWMPn880os8f0EUM3UQHVVC5UU3lRgSg9cGOgNFNJTaFAr2me1GLKghlYZTm9bKRqjkY1Qzb1JSIqrwov/IFXV0bSs2S7zdBTHvud29SbYCgsKkHEG1OYpi172m36X8nUj+iR57zQYlZSXQchEKaMiSaLGDoIMVUFhGLbzqF7IieA2trae2+b9cUL7OmZUnqmlFcgO2S29f/Z6uvrj7cqfd7Mhx9+uKysrKGhYfny5dXV1c3NzUPR7NOFYYnjZLFu3bpjN5ItW7bsv8euZkRMFxxkBplBspSIPQ2G2kZH+blRXayY/7OsNd/uSpA4YgoLTCGFo6VLKswSRudkibKMHtn1P2lrlvis/bnmHUfcwJnUBt01QwCwttZVOSNkPbp2s6vyin6KPQEa1W53lI8Pm7Hn5n6rDEJoalfTKxuPd1jNEKG2tvY7D3zzjjF7Ro2S87OlnCwpN1NKsTEoNPnBrq1NyqBcJRbw/hlwzQwTx0nheNMLT548+Z/3H+QEToYVA7bDEsfiP2Q8+hWfwRTA4rXpj361J5k1LNSw+i/uBdebPVkQOEuoEAAQCLPGA/KUcYp+YiDEvK7EEgkyQtzqMf/RjDWLumN7Glvk0kIVA7w7BA0VP86ueaA9HmaK/sRBdfscNYG7li1bdoy3bkgxuWxU5ZhDqV6emynlZvGcTCk3U8pI44gQFHq867uDG+r6GUgjMqyqnDiWL19+vEnJ9zR+IDQIASEseoRqcanElBeB2kYnBEh3cwg8cG2gcb9kKjJJegqgYu1mV9wvE9NTYu4VQSDyOkT1i+6Y46P6D+Z63BVCxgKK7wdW/ZuvpZPH9ix6Ki1BSdHMFQEQFt3gT9BWBvo2LftTxhP/+73BeA4niz8/+5Npub2jcqQZ4+0pDOFeivSJSJ8QEeNx7K1ZMrhXTElJqaio+OEPf6hHuNfU1FRVVdXU1AzuVYYUw8RxImhubt64ceMJDJC/4zIXCRLGgjhZWCnAjOYuHxeOd06NClPV1W+449YNzXTHmkvl5cE4UyhWvrDyAlZ901fXKOudefOHjnjnN40UCb3dXPc6xeKn0mJ7ygrVeKRG0kIoPzey+g1PQlVJggxhSlFk6a2ewXgaJ4tnfvK9C3LDBelSqotdPdV59YV2L0e4V4R7hX6HV9zkuummm4bo6jqJrFixoqKiorm5ubq6evny5Vu2bBmiyw0WhkfHHjf09MInlpR89gV2oYGz+HedkTn6KzYMRB/JLmhKURREJMzQLuDR23wVK3Jq7msHZ+AUN3AAgTCrvKzPSMBlelJNEIjFTB5eB1Wv96x5sBvAgmv7BhAHYvaReJ8nEMonRGJ7Flzdm8gs5q/QIVC707HgykBitfErBSJ82XXdgFsfyHsCd3KwsLBydp+c+X97i137hccpSvOiN00Klhf1QSNVIQgGDaThwr4/n4LGFBUVxUzsZ3jA+7CN4/hwMjk1fD6f/GwZ4+CMcRAncMY4A5PMLscYcYCDcRZQuddFJIF4rMszMATCrK7ZXj4+ksAOhNW17gVX9RlFuck+sMSVGtmDoVcSiPDCTC0QPIyNg8WDNeI6C1DzT2fFlHDtdnv5+RGjMJnuktiJAAQaW+TSPCVZ0DAjwZb9MWPZdd0gumndtKFLJnhUtLS0/OvNV1yT35KdzrPTpexUnpsnuTPsD/0+e9VtbVCIIoIUUJRIof23bT1dHHcGBrwPqyrHgeXLl59MTo3HH3+cNCIBXU8RBBJEwjRqaCARE/6pbp8dsU0zUhMaee2itUuKx4aaJoy176bEFY2YVTLJfqErI4K8Trr90YzabQ6vK9aZk2wcCbJGbFn9mhtE1Ru8xk+yihuIXQUgKs1Tqv+SGi9g/T4R6pod+kr9W6dTsb/9SzPLMw+M9PJsN09xMsnBFAGmqqu+emj1ljT9cWhkPKWh01aOikmTJj388MP33ntvUVHRxo0bq6qq1q1bd3pjVYeJ45jQ3NxcU1Nzkln/Nm/eLDQIDSSMRbeSCgIEkdXvILD2fTcIpId4Wy0IGiqn9FX8LCdu4NAAwpTR0fi4MrJ0adGfGgBBS78SWPs3l6luHN3Goa9X3+ELhFhZgWoc6g+KW1VqdzqNPf3MHKu+3K5vrrjDO1AtpwJz5syZkbonx8vTvLwwSyrKlUbmywX5clqqBI0A0ulOMkibiqI7TldTrThDAt6HiePo0M3dJ5/iZes7m4UA6eKGaR8VwvweC4IAmWHajR02iifLSfRcaFTzjUPVr6XqlGHYGkdFk42RcaHDZAQRP1p+fqTxgJzs+4iVsagn1gpLC9RHXkhbMKs3zgLJF41XsuiL/gEEH6LVf/cWpuoj6jB3iqOpqekkb+wJ4O1Nr57T9ec8D/d4uMPD7R6emiqlpnGHnemG5wWX9Tz2ZiYJQDMG3Kyc6/T5fKe+qYdDkmvmmWeeqaqqOmVW1WHiOAqWL19eUVExKIrlhEKZNBIahND/ggzoQgeIDO4gQVMKoxYxJC5umCtUmKrGemMgyGZPDFl0jf5KCuIChRlJ4XEJYIAOb+Ed03Jh4ZfSAqW0wBzYSjiM4AEA5aWh2kZnAsUAANa+5zG2CQCqqqpO/t4eLx7/jzvyPNzl5Q4Pd3i4w8tdXi4zGOG8GoGQahdEJFSSAAF4nezuu+8+9U09FqSkpNx5550rVqyYPn16Q0OD7prRR2kPEYaJ40ioqqoaxKTk00tsgiAEWVWVmHtFxM0QgMBXLugliy/WFDdM7gAqJ/ct/F2m3tXr9tm9DpHQ562qQQI1GPQRCLI1Vd3LnvcaBUQSa5gnIlkAqXnfVbfbflg9JVEleaQmvb+esuDygLXyU2/muGP+vLGegMPD7W5ul5BmZ/kO5tCH6qj6UAAgTAsu8f1qawYJSAwgCEL71rMg1KKsrGzRokVDHfA+TBwDIxgMrlu37njju46M8/IlIpAGoZEgEoKsrBEPvBIUCPMp+WGLWRQkTPuopXNWTu4LhBkIa//pjssaIrHn6ysimRrWvpnidYrCDC1RpqAE5QL9tRWU5avVf7QYJpK4BpazgNkTQ0llAhFeOaXXWvi+605p3GRLS0va7vVROD/ozPP7XQ5mL0xhv/8gteZDN1SCzAAzSSrhYK8MAqmQAEFYfq3zVDb15KGPmlm0aFFRUdGWLVuqqqpWrlw5KCQyTBwDYOPGjZ2dnbr9aRAxvcSm2+etpg3SDaNEwmANQKC2yUmm5mIaPiw93/z+l58Tnv+bHBA1HpKTZQ3rx9+6aeopNXVOEBZc07f6NXeCTJFk9UCyDPLADYHyc8PG/qNhwRWBlh7JUi1Vv56WdOJdV7hOpZnj3jkXN9DYUZ7ol4oOXZoXPjddkwVuK+u5sihYsaoQgvSBy2u3pc5fV7j0ivYvvlhyU80oCWCE0enyaVGsBgXTp09fsWLFvffem5WVdfJW1WHiSEZ1dfWsWbMG3Vvu8/k8DiYIgoiEpSPHZQ3d7UcksKHRHTNMkDWsE0YfJrMzr5rX0eKTphRFraTQr9sTkDAyFYSyAsNE0totxcsnSSuwWDEIINR+ZC9M1xbM7KvbbY//tgHpBgDgdYrVb+rakHF08y5n/CwAQHoKe+KJJwb3bh8Od86/zccyrsnYk+vluV6e7eY22bj5bll7+V8OzH86f/XbqXWtrhvLen97Q/P8l0eOy4g8f03T/7yX++gHeZ/4HWdXYPiAGJSA92HiSEBVVdWxjI4/AdTW1sa6vyAi6wrizKAvu7psRIYpxFBYLNI+WUyShV5t4brsyot6E1SGgYWOhJ2V04P6ytJb/as3phz9XABE1X9K1TcWP5se3z8gzOC0un0OY40AwnN3HtKrspZ9+umnB+MeHwVtLc37GrfNTPs0x8uz3VziiAqKcsZTGLMzZme9JC27rrNmh+eikWGPXRDhqWubfzqz5dV9qd+Z3PbQpLYJmaE7ivefgqaePG666aYJxVlHFeWSAt5Xrlx5jAHvw8RhIBgMVldXD65Rw4rNmzc/8X52PMrBwhRJK4Jocl7EsIxqhrJtUoZJGpZOu+q2jnhXH0DosFCAKVDUfuSYUhyN8YIhPsRkk/6UYa6XFSh6scrpfebeRPTbsejq+Az11W+kFaZqCXUCAOZOjCSfNgSYM2fOVPeeHA8HEFKIAEViUQlRibUL+58+8Tz4SnZpVrTmjv2r/p4qGAgQKgngz82pET1yhfC1S+ynxX987Kivry/JlBaN2Pj8PC26atKo/Mxj9CIXFRXde++9Dz/8sO6aObJVdTjkHAAaGhpCodCx54k7AUyePHn1F1uDKh+bHuUMnEHiTJIgcXDGmGWQCmdY1+CtPK/XCDZnYByMWaZx5gADM4fb13yUsuEj16p5nfE54vVx95IZNm5VPRjAsezltGW3+KHPDksEgZr3XRWTQiAyG2HGrSPu6IGgFp9UmKHpAey1HzvLzw3HIsqS9RQW31nb4Cw/JwTCVT8p2PTt1v4STf0+ddJ3O4bu5gNYsvjfg1t+kWJjGSks18NzvTw9jaem8bR0ye6U9/c5phSGjYyqUbG2PvXakoCHa1qYFCLS0OKXR3jUvghpgqojXx+6D8xJoqSkZPGktuIsqTdMo7OlUVlSmgMvvBeeu7rlhFOfDBjwPixxGOmFh5Q1ANTX12e7lN81pCeEdFtkDYsrFpPzIoZl1OxaZNEXzM5p/NvwkWvVrZ2rt3gTZY1+HlnERZXNO51JZTa874zXDyvdxDapdqejMF2LHX3kD2lH+sGW79HqtwwvzILpgQQWMzFplDyk2kogEGiufVrmSLGzFDuzS+ASZIm5JOaR8JXfjphSEDZmmYoSBCrP7bnzlZFCJQgiDcSwtK4wohrS3qlRrE4AU6dO/eqYVofM2vyiT6HeKAWjpILNnmCfPHnyCVfbP+Adw8SxcOHCw81+Mrg4N08ShAcvbnv47/kmZVgtHRTbDET4OelRYenYZNU4+i11+x0AAhGeTBnWBQmblVP7khSZVfd01+2xDWAQQbyTr97kidcGLJhpDn7tr9ckojBNA1C7y1k5pRdINnDoGFL76NVXXZlhC6fYmNvO3Hb2WvuIxz4a++QHI9t7Hd+vzdt0TzNUc945bsTX1czZ+8y2TEEgAVWhPKeiCaPtl+T0Hu2CpwG1tbWapjlk5rSx7a1qVIPE4bShvU94MuSHL24blLDXadOmOZ1OfM6Jo7q6+qhJyQcLl4626bzwrUkdu332mKyRGMpBgrC1zZHgQrF+oi1CR6zzlY8Ng7Doyp7q2rSBmSK2DgIhEGJx4rAcXbY+LeGS/Qq0+iypygiV04K1HzmQBCsnmPbRpTf6AhFevelIonIx//gY7uKJYM6cOZPYDpeNuR3sz11j2yPOeaNb/9+lex65tPVPu9NKs6MVz41o7LSbs8kYQp8KavA5GEEXOu6bePBgn6xPoX3fdPvRr3rK8Y1bZ43kbQ6ZbW9RnTbmsjO3nb25S2kLiDa/uPualJ4nJpz8VVauXNnV1YXPLXE0Nzdv2bJliBwoA6IwjeuiQI5L+dX2TKtkYPG2gIi2tjmNnpsoPtAA8aAEYMoIw7LotVuDRy1KjVW4AK191+11JI5nA0C06s6uQJhZylv/EoAF5b0JR4FHXjS1lcPIGkbDHGL1371luUfK3Hnfta5juY3Hi0AgoB1432WD0yZv7in5Uu6noz0Rt4O57eyeN4r/c1rH1y70rf/qgYJMrfqtzECY6wOG9HvzP9Na32z1ACAghWu/bMiNqkSEc3P4+vXrh6K1J4ySkpJpo+1jHYfCKvnD5LIzlw27DmntvaItIHrCIhCmorxw64blJ3OV5cuXL1q0SFfqP4/EsW7duqysrFM8+cWlo2x6XxaE700/+JP3swmIxX1Z5Y63DriQJM5TrPNa7B0mO8wYE9JPXjDVv/D3WQNrKxYRpbbRYTJWglhRmK4tfj7DvGJyMEggxCovSwwWIiyYmRAD2o8+4tmEane5HrjKN8AR85Ty8fah6I1XXXXVaPnQblEUFnxWxh67xNwO5pDZTp/rhRv3aAxcBpfhtYlFV3bVNTvfO+A0GFyDBjy5Pds620yM4h955JFBb+oJo7a29sqMAy2sMMXO9ndrQsBlYwS816QyDqeNpdjZ/nYRimDRk+tO+Cr19fX68IvS0lJ8Domjqqpq3rx5pzg9rM/nK8vjcbMoUXlRbyDKrXyhL1LR5b1RnsgaFGMKizvWKNHYbouNNAVQOSkpoIPirGFSQGtCKKdxCX1lyui4jzZBtAFW11rS/JlHK6cFa3c6rMUOh/JxId3SYaD/VDJDYOaora09Hx9vF+POte/3yorEmcsOmYMz/Kk5XWVQGVTGmIA+QUT56L5P223dUW4Yqhl+MWNfa9Cmk/VXxnTEgm7ad38wuE09Gdw7bxYRAkjd7xOCYJfhcbC3dik2CQ4bc9rZtn1qT6+47Q8jf1XR4v/RyaaV/zwSxwmkFx4UNDU1Ic4aEITzs8JVtYWmXcNUSgjeyvUX5ob7axsD92dC7adOC02gfEx4cU1mgtCRyBoAKi/pSxZJzNoWlPfW7nQksIl5dO077oTyZhuqX00d0NiZhA3bUmpjMaOMDcgcTdvfPJ6benQ8tLhqH4oucexyyHDIsHHj5n+3ruTeC1pDBAlwEIHpyV+BKFWe57/npZGqPiOVSik28R/vjtS90qPckX90eHQT9rennSlmjpKSkosKOQFFaAZAhBQH+2C/CsBpZ04bO9QjGg9ovUG6odgXUciVJn/zHNGjAAAgAElEQVT03cLjvUpVVZWuoQSDQd0j+3khjiOkF87IyPjJl1zbq69TgkOVbaG+vj5OBKbQUT2jZVuH01RVSBBlL2kHcGFOJKG3w+jDiRqKSRy7E00DhBljQv0ZwVgBAJSPs2b9Iws5AYRHXk5LOArj7+xJCVM9xqpddL3fWnkyTH5YcHlg9ZbUhP392GPpXPdR7uPx4MfLHvKg9wLbbofMHDLjDDaJSZz9z45x37toTwpjWQwemMMIbYwEkQZoVHPL3iffy9YAEgTg/okH/VEGgAgv7MnWV750nnwmhIH5fL4LnM0g+JGaovmJoAGBsJGowWkHGD5oUpx2poJfV9zzxNuZ035V/KuG9INb/3TsV1m5cmXscxubnupzQRzr1q1LSUkZML1wuovvWsy+fKkzxff29u8W/f2+/J6mwZdCP/hAr5NiQgcRUmSxdme6NWZUx9j0aJIZFHEDZaIoAbQGpASaACrODfYTOuJH6/baS/OUxHoSTl/1L+aMh4nss2DGwD7I8rJIghaDAUgkEOGVF/fGVZWEaaLiq3d9wTmIvfGFDRvHS3sdMrNJYIBNYjYJO3vTvjthVyz7ap9KEZU0jcDA7AwAaSANV43o9alcBYNGE7NC3/nnKABElONUYg/hlI2vOQImT57stjMwdPA8/VkxIKKSPpQhxcE+2KMKgkPG49tH/8ebI2fkHvrt9Z/+17S2AxsW/uUPzxzLJZJGe+7atUtf+ewTx/Lly+fNm5eVldX/UFVV1cEfZGakSblZtsI8e2GeLdcb2vX4F974esonf3pyENugSxwwv99GbBfR96cf/M+38mOsofXsCwQCF+SEreeaZoqBuIQwZUQ0YQ8AoDRbSRY6zPK1jc6EPcJSJwFAab66+Hfp8T1EIMRDvxKvrp+y9l1TUkjSP0xUb0wFsGC6P6HMQIUHy+h4W8U1U9iHDhmSBAYmcdgkSBx+xWaTWI9i29zi7dXQpyGkIqyQEiXIDHYGBhK4JCf0vbcKVAYSIODS7ID+i28r7ojdrscff3xQmnoyyFP36SsKM1SnWDJKhx2ftGp6roWWiDekSpd7Pv2kQ2vxi44QjXIHRzUsifYdXcTeuHGjte98XiSO5cuXHyETz69/8UQgQj1hCkRIMwI1GRgDZ9uf/Y/6B7zvVA/OyPr6+vokU0PMLPqdSw6905qirytt2+vq6hIKJNZjaitxC8Xs8X39L7fgMv/iVzIH4A5gwzaXhSn6xYknFo4dSpYpErH0Sz1HOApznFtprlKz3bRJ61M+9NNWajf89shVHQtaWlqoZatdNmL5JQ67zLpV15O7zwuo9n3BlLwUtbwwsL3d9a2/jvjpPzJ7epkWJU0hxsFkxiRAw5NX7P9m7SiNCILmjen8sCsFwCh3+Pd7s3WWnzlWOko7hhh33313SYbRf7NFm9VPJQh9IRCwMzLCZWPZTnVm6sfBKDlskCVIHO09It8VCa8aox5RPdc9CdY9evQXPsPE0dnZedT0wt+8wumPUCBC/qDoDVEogmCUghEKhqkwVx6ZJ18ovf7hg943l197ko3RQj1mZ4wn7yGAQC5Z7O6x60eVpi0NDQ1xrSQRxn79NAKAQIRNKeyfahSgmNCR7FWdMipqqW4AVQXAo1/21e2xx4slhX5ZG0QAUF4WXr3ZZJaB5IhV841xKI9tSouXsYoejOlV3XfNIERzzJkzJ0fy67VKHIfU1PXtpamy8vXiT24d3TouNagKIsLFuaH/u/rAfRd1SgJ3rR/xr+vzGzrs4GAcTIJMeGxq81ttHtIAhh9/WAhAE/jzgQxBAOGOSbaTb+rJ4L1Xf6OvCEiZInmkjwB9oo4s4fuddrauqTCqks3GZJk5bGzrHrXdL9r9xGXeuaK4ve6VAesfMJFVLIjhs0kceoaSI6cXrq2tvWmi3R+hnqDoCVJPUAQjFIxQKEqZadKofJvDzp0uaXSO/MO/HLzv+nHzr78s3HuC1tOyPAkWayPMz4LuVflyqW/BayMJiO59q66uLinQXC9taCtmDQwAoe6Aw2sXA15xwWWBAQJJYRJHktCBeAH977JX0qybhzNwxFDzwWHd26vf9MasG5VTepNne4mBAcBdXzjZpD5TL558Pj7WKUPmeD1w3kiH/5bcxrUt52S7FEFQYioXIUVmKTLLcdOauQdWVxws9KoL/1hAYLrcmWoXTX6HLnRcN6JbH7V33Yhu/Y5eMkI6jfbRqqqqCblG5+3geeYPiqOTMkahWRD2dWlF8iGNYJNgk/DpQfVAp9buF/6giCiU5pUDL97Rv/5gMDht2rT++3VfLD6TxHGM6YWrqqoCEfKHyB+kQFD4gxSMUChCTgfPy5JVFZEIXmnw/HVv6s8u33PnOa33FGzb8I2C9x+Z2ttz3PRRlisBpo0j9s8SvfnYjJZt7U7l0Pb3338fMYoxCvaTP0xRoq7FEaeGfoXMLKSmZQUAMHtCaACmsPIZAMKia+O+kkCIVU4N9hNqCBbtyyivI1HoiI1wA7Dg8kBLj5TMF5bNk0zqU1tbC8DFFZnDJrG68Jgb0j/mnLVF3V8f3aAKCNI1UcY5CFAEMQYmMWbjzMa8DrGqovX2mpHPN6bP/XNx1dsjv3pO58N1o4TALaM73m33ALh+RFdQ4fq9OY320Rd+/UTsMfbwzJiDO7YzCjsBgqibUnN5tyZgk1lXr/h4v0aAXWI2mR3oFu1+MSLH1vKDIi2UoG+uXLmyfw8KBoNlZWX6+meNOI49vbCta3tPmHr6RE+f0LkjrBCBeVw8FEYoQuEo7euWZo4MqGAKseJsqbzUXoyG4GOjGx+/7rhaNSJNSvi0m+umWZTcNvHK7lQi5KWYYzAHYgNCguqxoSEl6bB1WTA1EB8yCwBU2+j0OkS8MMxGwMIdAIDy0kj1X4w8xnE1JOFKVt0J5WXhtf8Y2Jm66JqEN3LxetPSFvNtIIE+Tmbs6U8euPVCtkPmiDDXAS17mmePzCFzbOouihGdxBljUDVEBaJCn0EFjAiEQISv3Za6Zu7+V3Z7f39D04pp+7+1pdht0wIKB2FlQwEAJxcvNWfTSTf1ZPD0009/YbQEGDctQ7QnFdiFcfloAyAI+7QCjSBLINAnrZrQRQ8ZQlBrl9buF+1+4ZWDckp6LHJ3yZIlA47GaGxsjK1/dojjeNML33qB3W+yhj8o/EHqCxFjLBSlcJQiEayoy7mlpEtTkeWVxo+wFWTbvF7Z5eHuVMnte6f+fu+7/3Osto/SHMNG0P/rDpNHllx66Afv5k7MCVs+5JZy1qhzc7/HIQYwcFrQ6pesVLK2zm02Irlyox2I01vMrrH2ncOHV1hOX2MlDvNHtvRIlZf0AXG7hqG2DOBbMWylcyckOJWOHd+onNPLUyWGQ8iWOIrtHRKHxFmP6vyXkQ0SZwQwQBOkaFAFFHNhBAg0HrJtaPBUTvADeHb2/lteLSaOn01vWjLxwEN1JYLopqIOBmiEtw6l6b/voszAUdo0NFjw9YRZGtKED4g/VhXSKNobe8IuhDUBh43taRMC4Bx2mTlsbPt+td0vOvyi3S8m/Nh39VjpmWeeAVBfX3+46Qo/g8SxZcuW5ubmY08vvH79eo8dEZUUDYogVUAVpAhEVIooCCsUVumfbe5wFGEVKjFIXLYx2cldbsnlkdIz5YxMWep4+9V73PXPf/+olyvLkwjxnh8fKG8NDCVUjPVPyA7H9pB1jKy1OvMjWTEuaPns92cOWvpF3+otcU3ByGlsqcTAQBbNpV/qqWuyA6icmuS4GYiigPmXWooxY8bqhb/NtuwEgKU3dAei3Ni02jtM3HfNiYwGaGlp+bTx4xK2/1MUF8mdqVKYM8gcEsdfu4olBj15UizfkJFfDRACEKhrcRZ4tcoJfnAGxiTO1s3eW/l6CRg4wy2j2oOqdE1B1z86PUQ0t6hDl9JuPx32UZ/Pd/N58bni/TzTjiizPJVGNt6OKEz2LmBtmkBHQAgiIWCXYZOxu037aL/aGyJNg11iENTrLtnwylHGCm3dujW2/lkgjurq6unTp8e0r2PB5s2bVQ2qBlWQpv8VUDQKqxRRKaIiolLF6K6oRqEoBcKiNyz8YeoJU0+YggrsdjYyT774PMclE1O+/ujL/+8rJb+5I19XsPujqanJ62BI+JwnfPNj/X5idnjNx+mmBSNBGkgGAUB5sWXyAVgIxMIkje3xLBtTiqIDVmaAwdqDvU5a9koagMrLgpbd/Zpj7qic2mcEiVhQlp88ItbrFIbVI8k+aq5PGiUvW7bsSO0cCPffOD6D+evp/HPlJsbAGWTOOINK0lcLGyQOzgHG9HHxgkifpsaY3FFQIMK9NgF9DwAGp8TWXdt01+YxglCe71/wTikR/m9XgSB8sbC7PSwT4eLC02Afzc3OsG528jxYnsohlncu7YB5X3uQ6kSIYMxVLAg2ifWG6eMW1S4zfWls10qzOYAcN1uyZMkRMlqFw3Fh8KwnjhNLL1xbW6vqgoYGVZCqy64aIgp07vBF+BfyuxWNggoFwhQIkz9MPSHhD5PQKByhcJhCIVqyMe+du/Y8+AV/5eRI8V/mvPjfc/pfq76+PtnAkdj7Yu6T3ij/ycyWDw85Eo4gUVsxEYjw0kzFSkADgPBoRZc+DS10p0asXIKFksXHj1h8pYuu9dc2mKFfLMYshwnzwgDWkAesBg7z1NpdrgQNxQoGsOM2Oi5Z9O/7peJ2ZF8i7+CMSQwS1xf2csc4WQJnDNCFCQbEp/vWp5WeuW70jJFBCEABFGMOcM5gl9naWXuq/lnMGOYXty39sGTOiA4AQtDze4zueortoz6f74tjDQ+dDgdCzHILJcTj9Ag4SHn6mkbQBDRBdhk7W1Qi2CXYJdhlLFzXC8Ad3Hf1dbOPPKd6zKWCs504Tji9cMOODwzKENAXTZAhcSiIqLR+T46iIaoiFKVAhAJh6gmLvgiRRqqCSIRCEXro9dxHZ7SGQxQKEiNWnC/P8b753rc9kUSvbSzYzmrgSILOLNs6nG5ZvPxpKsX4xWIQSRJA1m5PyMeVeDBhT+0nTgCBCJ9SFE3oqIfxicZQPj6y+HcJ3zcLfQyA8rKw9cjqv3ktpBM/sGiWL+HqLLFahvvLj5S5oz8ObFqtQZog7TL5AhJjEocGaW7ubm7yodkKVt/pWd+U+Wh9weod2X/e6/3Pqe01uzyNHTZIDDYGJ4eTQWY2GUxmP5++91vvjr2usOsrxW0N/pT3O72CsC/o1EcmnmL76OTJk92OBPdJhuiA+V7tksZnUQfiYTGIwm6WJUGw29gnbZq+xyYzm8z2dWleOwA4POlv12078tU/C8TR0NBQX19/wpl4SjK5JqCY3KEZqgqiKoVVCqv4uMejixvBqM4aFIyQPtd8OEKRCHUG2JfP6QqHhKZAYpAlBs6YjU8ssqmPF7c/nPrxz+fpIb179+5NNHAkwKq8bO90EvDw1EOPbMmxHu1/CgF1B53xGg/DRzpW3dZZsyPFauxIBEtmEJZ8fCC1gvUvv2BGb4sv5m1lq//mHbCe8tKw1UebrK0w3HdtyrGrADdPzviIT5jMd+gihj5qXpIgc/ZKx7hUuwKAgPaoc83eUU9/WrTD55mY0XtjUdf9E1vvOa/jbwdSLs8PXl8cGJcWDYT5/BcLF27Ih8T0xWNjksRWTfu0rsv7VlvatGzfU58WCMJXitt0M8fkU2sfzVH2GeYMgz0kNxmmJRVSsbY7VlJ/I/LQFjN8C0IgTIwZXym7xBSV3m5Sx2RyAN6CcYwSRxX0gzWy46wkjpNPL1ycwVQyVRXN0HgVjRQNEZWiKl2e0xHVEIpSSMG7h1KbeuxCn7pRQyRCLzak3v5q8cufpskS0xc9PIDbGbdz2JnNybMP/qX9+0UNG540JI5+8eNW6H1/e4dTX//quT0BhZNVSOlnHak7aAniiFXRz8ahY8MO14YdhwnKPJzQoWsr1/njGTeSC7P+nPLIK/F0DwuuDCScGCvEWM0294Ah5/pmuvtYoznaWpo5l6awD3VBQ2cNWWIyhwZpTu5uEP58qOitzrw8R+SrJfvuHts8IaNX/yArAt94Y/SSKW1RTbdqwSVpa25uXTW7be2HqQtfLWjscTCZeRzMaWNjPOG7x7RcmBEIahIRJmUEdvpTCJgz/tTZR+Mx5uaT7ZTyYIqrTXycjChid5SgQcpGR8JrZ6Z9cUhw2tDQgTXbJADFM+7obHzHrXbh8GhoaLBmsTn7iKOqqurk0wuPy5Y0AVUjVRjqn+5VUQQiKnoVfq7Xp6gUjNKPtp8zzu3LtIVrD6Q/tGX0g38b8dzH6Vfk++4e37bg/EMftDtvXD/6V9szKl4auWhjbvW7md98vUB2cNnBZQezOXn6u999ZEJDRyjujj08aE+PXaeJMenRB2vzjixKTMk3R8djAFoBEihg1Zc7pxRFj2Sg6B8GDgTCrPKy4CPrzTjxfqKBhQuMxesU+mYgzCsvTXTH6OUZAzD/kl4L6VgZhOmbT68+JuJ4cPa4ZlakU4ZuDeWcSRwyZ692jq335zT2pX8xp/nK7DbGwRk4NyamICAQ5VUXtqqCokZMB6kCQgMIlRMCqyoOFmSK6g+yf/pRjtPORqWqNQdyntlduOjcvQ3+FEF4vTUTQPkYfsrso//442+Q6ArTQ78I6ObZY7WdsZL6W9SGxIhSS9oXu8z2+dguvyfQF8wqvaxp828BOMiSOaEfrL5YnHXEMSiZeHw+n9fBNMO6QZqArqcoGta1lB4IuV7YX/LLT8c+v2fEti73N0oaFQ1hhS7O6l56UdN3JjVfVdC5cb93cqY/EKZiT+jF2U23lnb/33XN37ms7V8ndf302oNP1mU925CR4uIeN3/4vaKrx9tHuaLvNrv6VH5k5ihJM7xoRPTzq1t/Vp+R6K5NMJFMyQ8bR45UZ1yh0C0d+r6BrRv9VA/d2Lnq7q5AhA1QDLFuH+/5S7/U0+KTAKz+mydGIvGzzHMrLx3ABWOlkqU3Hz03xy//+2sN/FxDSWGMG84UyBz1vflFTv/lGS3nuH16nKikT2Sj2z4EiPBIXdFId0QViAgogqCBaRAaxUQ8r00smtq16JKu720doXGpckzHjJyuse6+lbtGEqE56ASduvH1VVVV5+dx3c1tPHCGDNFujKuGBAsP629LNzKQqCOTORGHStInAU8O7z433xloNUbKy9Jhzd44e4njCJl4jhePP/64JkgVpGoGa+hBQX9sK6nIbkiXglHB7ynedWPh/hHO3ohKUY1CKkIKhRXyhYQ/TGs/yQtGqSdMgTB1BKk1IHqCIhimYJjCEfq3SZ33TPRt96Xc+FLJzJLgyp0573Zn3FTWm8sjSl8/h6glQ09xatRKAhfmRHqjPElbiXHHlIJIrIb+ukmSZBGI8E3fPljX3C8pef9ebaEPPfSrNF995KW0pEP9JBcWkzh0bWWAQFKWcO7qN71xxrEeYgDD/de6j/wl7wv4nvrTP+2IShySRZRoimZ92FewP5I6JfWgXqVu+9A9sjpraESCMG9shyagCECAa2ACQoPQhQ4AxIwcP4RHrzh49+ax73ZlFHmUDQdySr3BzohtVl6XbuY4NfbRdb9KoCf9PqULHwFN0rhs0RbbG3tDsqijv/OcCALSvl57Nu/e3SUmXX5NNNB5LA3Yvz9h7suzgzj09MIDZuI5AWzevFkV6FGdrwUm/MU3vqaj7PXO0Vt7smdl7taINI1y7UFFUEhBWCFdEgkrFFYoECFfiPoidHXBob4o9UUoEKGDAREIUV+IQmEKhUk3naoaqt/J3HT7vsoy/6JLu+64IHD/W6OcLjnHyxCMhiMDjEwjoCQ1ag3rmF4Y/MZfCgZ0lfRGuaGqDIh+ssOGHS6vQyx7tX++SZbwP/HE2ZNC+kppvprU7ePr/TSO0gIFDIu+6E+uPHGlLC/RdZIkBzEceV746666PB9tE6RdXB97wtBHzp2RgnGuzgs9B2dm7NFbZPAFg6SHdQhoBCL86INRF2b2CV1L1UgPJI0K/XGT0BKIuKJm9KZb9lw/pu/nnxR90pvyLyUtK3eNvCy7p0+ViE6FffTpp5+ePkpipjlDRy9PsyEKkO5Yid3b2JcmHd1G6aSviOb0oI8II6fNa30/ngrMdkQysLpUcFYQx5IlSwY3vXBDQ8M/gueksPBV7u1XeT++LmPnjPS941PaVY2EgEY4192uaAgpFFYpqpGikaJRSIEvSH0R+rDLfb63KxilYJTa+0RfiIIhEQxTKGIsqop7/jTiN9e1QNNnbGRMZs/OaWkNub63dVSAXGlMDfsj6CclnJ8dNp66eWDN7AO/3jbAhGnvH3QMoKAMZGjUUbMjBcCaOzsaD9mSy7ABOq2OBVcZg2IXzOyt/fhwJlJrbQwMi671r97sqbysL1mQSaSPB67xt/ilBNJJrL/+rcPOn/7YY4+VUqOfpeneD87xiVLg4GJiSiuAV7tKPbLCGOMW9YQxXdaAJkDA1By/bibUTJd8VKOogCJAmil0MAbGKtaPqpm7D5xlefDz8gNTckJC0P6g0yVpGw9mEFAxXj5cOwcLC75+txFqE789aOeFBBzgxamiC5YHqLNGNzL0+FEdsTdtG53nRh8RKG3U6qfXHHsbzjLiWL58+ZGDUk4AfV0HL3J+YmTiEsa8zjFDaUvE62YhVSNd3IhqhvkjolAgQr0Rer2tIBSlsIKoRhFFDzZFVCPdHRNVEYjQfRce6o1Qb4RCKqICAmB2dmFR5MlrWouztQ2tOff9s7StU/T1qfFWKbwkNWrVUfXFYxdI/NRAd6lYkWBc7PeDGVp7JF2PWPRSxsB9PnZizCZiDf0Cql9NTbaM9CcdkwJWb/YmiSH92gmvSzz217T+AktsWXHHwP7jxsbGumf/ay8rKZOadDXkrfB55zpb3ZKij3wd5+rkZoy57m2xsAYR8PLenCvyfUb8F8EUNyA0QCPSoGmkaQDD/JrCmlv3x7yzKSnSNyZ256dxl6R90O3deDATQHnJ0MaP+ny+OeNlWPVRBjBoTALITf5Et4nx9xBLiCjV1w4hewLbYXybjmhu64+zhjgG0aiRhBwPi2kEgvRsa3o0BzSBTtWt80VYpahKikZRDVEN/ggFoxRRKc8e1PVkTUAPTg+rFFURVRHVKBilf6sdleOI+MOiJ0z+sAhEKKSAEew25krh+dns3ot7Xp27W8j215sz/J1hIYiAHZ1OIPFLTgDh1tLAbS8np6Wu3edKsIoOpAsYGwwAKqcYDo5VlZ3GwPb+LABLJ2dYvcljrXDRDYkD5/tLN3HJgiWaRfvFiZjVNrTZ4nv1ibItDftV/egBZ1pZVFnu4GIkb5MYiMkfKaNnuj+SOOMcDPiwL3+8u1OPEdXVE6usofvdQ6qkfy30RRBUjch0t2vCSMBX/U7GmptaYWOwczg5nBx25k2V8tLZ01fuemFfXmlqkIbePpqbnWHcPLLcVCBbtOnihpV7Yx8YJ4WJ4rdcN5HqcaUE8PNvjXTue+mll6wXUgZO7QJYkpvHcIYSR01NzeHSC588slOYfh9js5kYwaMEIahN8ep6iqIasoaikSbIEEkESt2dquHBRVQXN1TSbahRDSGFZhT4AhHyh8kfob4ohRRSoqSpekJtYhrsEktx8ctHRRdO7P6vD8+J+COBgLqj0wVL/7LOpvLr6w/u6jZSculHe6OWB5dknrDC3Fl+TljfKEzTFq7JSjic0LfjXNPqsyTOYCg/N1r9p9SECw3MPghE2KYlbbUNzngZzuI1W8ovmBEwCwzAMvOn9N59+81JP+gLU87PY+07MN4rhfaLPIXZJrv2yhIzh7Exn+pkRlSNLmswK2sQ4SOf55Ziw26qSyWEWPSwYemIalAF/FEOAUD31jDYOOycObgnTfJ4pZ9M/7Q8p1PvqEM6sdvVYyV9PIBVRBCQMrR2F/WRLoFY7qouSmSSMdY+prxsx/mZ1A1AGne9uv2FLfvUuXPnhlQcC2LRzzGcicShZ+IZML3woCDVyWKjyDQBQcboWCFII6gkqYLCCkU1UoShEpMZ6t8aScm2BTVBQkDVA8YUXVVBVENUpX+2uS/L7g6ERW+U9PixSJQUPR2uBqj6QqSivsO1+VDajJF9j2wb87W/jXtjn3tHp9PSc+Pw2MQP38m07rkoP2IUG6hDJp3feMhWapl+sfrm7kB4oOduEJBxcszAERvG0nhQNtYHVlKMZfHaDDD2yHqLGsJNgcJ6LYaKC4N1e+3GJjcXxgBWvSm98pLep76ZYN/53ZrflqGxl6VdIu/4p3L+GPuhdDksGeEbkBjzC+fMzCZuWjcAaIIMuwYRAM6wfl++7oLhjOmfaPPjYZhIFQ2CsPWg87+md5IA9Gy0+hgWDSDYnTw7Q05Lk6eOjOgEX8yaD/+6nRRKSkpSbAyIax06u3ZKea1SUbpot5JtbBiUH6lu9Fmnr/Ej9XzsIIC5MrXdGwG0q6kAukNxOlK1w2ovb7/9dtKeM444jpxeeFCgSxyxBFyawRq6xIF03qcPeNOMeeSNYrpgciDs1TUaPQmdKgwDR1QjPWDsd3vygwoFFYSiFFYoHCVFgb5oGqkadN3n2Y9Tx6ZFZp/T++ClnWuvbX5tduNlub07Wti+bm7IAQzWRv7q+oPrdho6PwPKiyxDm+Lf6kTWMVd0y2gMpXnK/F9nW07sv7BAhFVOCxrtMGt79HZfS7eUUHV/6DFgDEtv6kmok8dEj4QWGk5ZzpJsHI2HbOBs7lSndaTsXx69R+asmQo/1sZ8wfWRHvQlmSzAOTb7io2aGGB2eTK4SFdb2A0jD+nMwjjIVFUEQdWgCKiCQGCE//xbju6dJQ2kElRz4KzMIDHJxXMzpbF58jn5ssxRXjJUiYtTw/uSlDx9o4dnyhQlSjgWs4AGWFqsrL6zF8b4Q5Y1jtQogKVLlwJoDRyTqSPJF4szijiCwfwv0+YAACAASURBVOBR0wufPHw+X7ab6aqADv2l0UxDaQ73xfMJG1MlGd8lVaA5kq4KEgSNSBFGiLqiQlER1RBUcHlOh+7HDSsUilJEIVWhqEK9ERGMGNbT1R+m31LqdztJcDA7Z3bmdvFHLj301VLf09szmg6qFlkijpi2EojyGaNDgPWlOdJ4kw07XEnUsGy274hCB1Zv8iYwEQMAr5MW/jojgaf6WTQDEfbADQEA5edFVtfGIjVYokCR2EIekziMYo3ttlW3d+jrz6w05km++yKbLLEASy2UOiY59sRDRXWfKwNnuD77U8kgiIQIS5jt/WtLzsXZfkNDMVmjPSSt351x58axX3u9ePHfRj7+fs6LjalXjAh+87W8qb8dPecPI2auKWr0OSAz2JhOHJAYc3Dm5CkeaUy+XDIip6bmsD6gE0ZVVdW4LOMxWX8OAwSkLK0NSHzsphzdy1Kt70IDxheghQDbpNu15ncBRDXcddddSJI4Dm/j6C/+D7kn6RixcePG0tLSI6cXHhQ0NTVZY+kQz99nbKbxPp3IDUGDgREJYhoREUbbO3XLmS53qAJEiGoka5BV7Ap4zvd2hRXIHIKYAMkMYYAENDsY4JTZzz/M+takTmIQnEkcTAZnXGOCAR7w5Ze0/t/HmYGQb/JYw2+qyx0M+O5lnU+8l1F1Sff7bY6rRodinTz+4gwoBzAUpCUPXpoyOlrxs9yaf29PPp2Mvxu2uhbdGIjVEMOCmf1nY2BmMwFg7Ra3MRM1oa7JrjOg8ZebhjuKRyktutaf0ADBAFq4JnvTgwf1wiu+lgrgJw/cKnEEmfsA5U2xfyKbo2BjSofE8deusTfm7NajvCz8aXAwBzhjTb0pnDPO8M6h1M2t6VlO9bI8/0XZfbOLu+eUdMscThtz2diCjUXP3bA/xkqyxLidrdmRuna7x+sgPY62N8KrpndXjAn88J+5iye1Bd65PTD6Oe8Fg/kCv/T0ExePkJI/IACATO1ggqhgeuL0m5ZhSXoeIXsJdgOQRk2N1j+nV7ajTUtPTwcwd+7c3m1Hp7wLL7wwac8ZIXEsX7581qxZR00vPCgwsmNYFiFIEGmCiEglLjENRnoXg1NizhdVQ57craswqpE6jDQi3WUbVOivbQVhhSIKRVQKKxRVEIpQIEx9EQpGEIzSj97LWXhBJ5MgycwuM0liAGMSs9u508ntTuZ0sgXnd9lkad1WWygsAMvrAIzLiAai/P02R4I9IolBjH4YP1RxfrA/qSyb0xMIW/gm8fQFM3uTK2QAQ8WU0OLn0gfUbvRl7d9TYjsfvb3bGCzLYnoKi9s7GANDab6y+IVMiy6DQFR67hvtkKAvc6c5//WOmz/Y/HI7yw8zl84asmR4TCQGbsodY1N8pvOV6Xk3LLIG+3tH1k93loQ1vrEls0/lU7L9iy/Yd09Z68SMPt1Na/hlNSgafaWsOxx3tCOqkqLQLeP9L1a2PnNz6x8qW16qbNn0tQNzJgbnvDBy/kW9Tq/kSOWhF7/asmzEkWcqOXa8+eabF42wJ7CyeacPSkW6uKH/PF2qiyd/YshAd8yeupuNsSEKyS46dsWq2mXGlM6YMSN2xSNIHEm+WJwJxHHs6YUHBfpsjPFACVNe1Td7hBuGGtOfXHBI8Tqg6ISiCFI1mONcKKpSMEoXeNv1sLGwgpBCQdOrEtHdLiqK3BE9zh1k2gqZ0UN0+khx8hQHm5ynzBrZ99Df8lrbI7BI3TeM7XuoNnvDJ27jROvfpBXEV2ZPsAxeMvv5lNHR+b+05PWznBKIsMrLg2ZvtxgpOMBRWqiYSkeSoAwwPDC7N6a/eF20eI2FZeKUEauZGXeBm44Qjvm/zCnM0mKhE+CIflSzm40tktraRYYsQdbTbRhh5kbanh19ued7u3TW4KbNBMD6llEbWkZw4Mq8TgAPTtwzs7DLzoVpqKKYjUMzH+uTH+RcXhCImP71qIqoBkUhRaFoWERDRFFwDdAQCPHqGzsK0rWbXixa/o/CZz7N3dHNtj1curP6+HJZD4gvf/nLHJrlMcYfkJ9nGhGhZvCNNZV9L0u1mcNk2yivjHYCkM+ZJYJdsTfp4ukGX8ydO/eoLbEmN4/hdBLH8aYXHhQkSxwwWAMACH3CqftB9QRzMfOk/m4d0LIFwXC+aFBM4oiqiGj4OJBWbO8MKxRVoZrmDz0tUFSlqEbVH+S/0+a++7XRC18b+esP0km1zMAoMUgAB5fhdHC3gxWm0v9ObX7g7ZKPPwkaTWdgwC+ubS/NVGJ7jL/9FxO1n5iZzROkA4Bh1b90BSIsYT8AhtUbPYcTKMCw4Jq+1a+7kwtwgKP2I0fFlJD1WuXnRZKLMdOWoW/a2NKbe4zQEg4wtuh6v84XkAEJd/9X+yes9Hx5dycyLnV+okd8cSOQ3FjhnB1SUmKswRg2dxa+dmgkY7h55L45I1r0wLBz03p1yVEzo/50I7f+N/ZYY+E5Otcb3KFCiZAWAdPANfx/5t48ToryWh9/zltb7zPdsw8MDCADiigKLsEFVFzjuF1FGWOMSS6E3NwbDSQ3JN6ACYm5xjFmu2YwXjWJkGjikvFG44pxVxBU1mEbGJh96Zme6a2W9/fHW1Vd3TMgcM39/s6nPzPV1dXV1V1vPfWc55z3HDIBk1/126q6Ej2s8OaG9sYF3ctn9y+YmJxVY3zzL53bbw8le/Yf9yiNx+MVFRVAnlgjftdeqTpoFbbO8yZ09VOpiyYSTA6oM2/Qdz4HxxMFcPXVV4uNa2tre0bsdx4uj6Ngepuw/2fAsXnz5mMqL/wpfq6d+uVNnnMWDEhwkr65ix22q8IHraDtwljQ7fI/3LS4KE36YaIya+ZyjXSTP3lowoN7pzzTVvW3QyXbBvwas5bNPHjf3NbGc9puqht4t11rfDe25H8qG/5UvbHTD5mgMigMCikqC2os7KNH5+39yc5J23eNGBa3yTehKmQkdOfE5S54p/yfq1kCEJNiR0mY4lEdNRt+nV9MmAiEdW8F8sGCPPyCQLRxr5q7+D2I0PiskzDqHMbiBcPrt2u5vXklUmc5HOFL/rtE7KHh16XzZ6QhCSSlHz8Yb2cTZkq7JIYBqyg/jGJPWpMYevXA5WX7ifBevOKpjkkjpnJhefsVVYdEwFU8PhqIXDKux+QwBcuwXNTgXuz4oCf4+endusmdGuhcd4pLmga4yeFklw6l2Ku3HIJuT4QjmVFQorCMoPSXRQef7a56b+Xs9+8+zh6Ap512WhhjN8EyIcUcP8X9+V0GTUCG7ISgHTS9BL2seELm4yfc7QFkTdx+++3uDl199HCuyv+PgKOxsXHWrFnHVF7407JkIu6tyudih1gxZIXcc2B5iImAgxgbEiPMnlnrpIGZFjIGn6J1m04WWXfa90G8bEHJ/pvG7V5Q3n5OaW9PSllY2ym0j2SWp3U+ozj1jdP6mi7tXHtd++zq9JLmynVbI1AIKkGlJJe2DQZ3Dwe+dUrnHw+Ne3dHNq1bYpQsOyu+/KXSwhpcY5IOwmu7fXkbIA9E1i7ta+mUvXQDoMUXjRwOa2yq8tX4+q2aE0Z1AIWh4bxkjko46+96oji3N5aPHYJZaLTqpqFEhoGh/vSU46Rgx77sh63qFKlNltDLY7P8+13IsCe8OvGNF3prX+2rGTHVc2JdN4zfV6wY9ix75hwa4YX2cjOnanOTO9Fur4JA9OjOcncbt8CvSBTO2jnEPGvAsnDzM5Wm465aRJbMuMbgZxSUKCB989LB0lL5uQ27//7lQOYoejsXWKl+oNjItYN1T3K/VBG0hjyFMwhki2DcOb1lvAsEE9IkvtedV83dXQCb2vPE8gGnAvHh8ji8xc1d+38AHMdXXvjTsrBGLjS45uqPGa4gX91w3BlucYTJnk8pGnO45MLiyJhSjdJncT5sKo93z4hIqZOC3YaZy1h/szsqihImszyl83SWp3Q+lOXJLM/qsEzedE3XolOHGp6s3tjlX/V2eTjE51SnZ1elTyzNfnFaX9Oemt+86+8e0F874A+rVtNnu5f8TxlQCBOFzgswb6rXWSiAAwr7+bK1zpRZAkTxnnOT+ZuN8VjzQtDjdxAYmjf6F52fykGDZANE01f6870Vh3pIbgiWZp+kN/yqdPlj0UXnJyHbdOOHD4yEpbTMIDEa4kHZmR0vORqHxPDu0Lh9qeIbq3dfUn6wWNWF6uH4LyLsQqIrwm1TWi1HzHJ/J7gBZSeC+9mJ/W4eunNybd3UMCGi6brFdZMvnJ4QSqphcEOHqXND54bOTZ2bHBajk6fxO68anjHT/7dvT2+46KSGhoajHKK33XZbeSyqcSdw5hrBIDXObJLoMkvvPCYTUhEfIGAnTVeQ1U65wRw44Axx23b35VGLkqqJYuFwjMNb3Ny1/2vgOO7ywp+WlQQoRzcAjCIdPH/ZLS3POcrYAHeShUzHVRE3rpZs5f5sycaRCX5krynZ6uY4Zw3oJt8+GPpC7b6MjuGMkE55SucjWT6U4fEszxqcWQDQ0q9VRwxI2NjpS1hMUokpTFJYdZHxX+fuv2HKwE3P1/7mAzub695L+ja2a2OARf6jYY47S7UQNWzS8bW+XItpwpqXg+EAz7/UMfpp09cGNu5RvCvveyacByWOtFk3zlj+6FgSKXMYBwM0argwtfJzQ06WBG69vScgWz5myhLtM6pO8R9kQtpwcr12p0o2JarOi7V3ZQMRVWd2VQ4391yU9iGRUf5yZ3mxauT5cLkcFHITVnpT0vzquJMlbCvi4jyKOviCcegm1h8IXFs3lDUhUngEZBhZ2A8DugFuggElYemC6XzxWcMPzn5u6/IxJjqPtleffnRAroCLbo51yzXlRluGFZaA9AocQxSVYQ4geiLfqk67PP3RE3DnxTk7vKI+TxCdP3/+kY9ndEgF/5fA8b8sL/xpWUmA4KEYeSoHR4SNuCwjF1Lh3OIYsCJCarI4NywufGMnQ4z3GpFxUt+p/gM5cit0U5NnDbzYVZU2+HDGSmZ5WkfGQEpH2gCzECGECABWvVxSV5a994qe2eMzzZ872BLXGjeUqApUlTSVqSrza2ztvN0pg/3+LTORZWHV2tihOSNiVPlPAhjW7/bXletjgUtu+7Cfr3k5J3aueyOQtyv3dkzOFUkEonAAq/4Q8Tom37g2kXNDXNIhESSqG6fn7dBLSRzsqKqwGu4tgUqQafH3s2HV8kmmIpEqoUwZUQTXIEiM9qRL3k+MOyncf1a0kxF0Lkl23Q0n1OIRUIUv9XG8yL0KRXQ275sBACyOn300TojiQigVUoitm1rcsESBBegm/vO9Et1EVtANQ3ANmDo3slw3uG5w0+SmIa5puuqxcfNqkn6FTauWjHuiPH7gCOPzkUceOWOcZJA6+iWFZwEUCBwuZIin/awUwAiFKFSZ3fWy+153CHDg61//une3t956q1g4nDg6OokD/2fA8b8vL/xpWUizR5AnPSL360doBA6Ee8UOy8IQD3r1DjfLw+J4Nz1tgtztpn6IrBCnkwUGsvLN43YOZ/hQxp5ua1hcN7hlK/uAhTUbi1ddkFeIafb4zLJz+uufmqjIUBXSVFJV8mn088/sf723ZOeOwZZ+ZfGcofrfVx6GdBCI1m0MHualvDVNi+Pr3gyIza6ckx4FGaN4h5BCvzyUSNscoPl9f/3ZmTz50yYdgITFVyTXvBhyQceLKWLLVY+E55+RbfzXRMJgDffEtMSA6BqtSHgtedI4LSFJkBm6jMjL8SknhvrOibYLvcOAfGnFQeYGaHNcI4dyjPBPEw65X0iY883sfA9x4k4oSrnnVECGmANteB6i9V/DifGsAyKGCcMhHbopgAOmAdMEN6l9SH7l1oPcJG7BMmGY0B+albi7OPHSj8Ycn/+y+DYAUaOrYH2XUhszuyxIEdOuvgHYAkcu8ZwAoIVNH8fbKBDjZlYMbJdkARjO8gKKMX/+fDHV7XCuypiX7f8FcByuvPDmzZtHz7r7R5vQOIS5qlLuVRp2Zwq5YodlgQM9VpQ78+JyZAR4J33SHHVnmTTgjjm3HKFAkOd6pwxneFrnYj8AUlku6nekDWRNnkiz+eOTMD3+tzjVDM2L2pa8WC17sUOllae3rz0wrmtf/OENgebPdzasKwfyqYFztbd0y6PAYrTqSSC0tMviQxdfMlIIGQUPB0HqaozlDxWJp3c9Fs7zQVylw0nQTmTIVT28mCJWdvRKIKqbZF5wR2lp5zYbNRgy5L+ieLssYfPIuPeGJ07wJS4v3SO5gRVGT3VMkvLjsiyfaxBhQ39sYjCXoW/7JuIZAWSfyqTOFp3Q7YbeBWR4J087wMHfbg9cUTuYNSHohm5wwxQLEDOqDYObNnbwm5+o4CZMp6qLwcElCpQo1of3HlpVtOvOajOZi622trZeUSdbkCJmT0HCaNga4MCQFBPJHTbmjWru5ePpaXyHdtrNRte2gpcI4MC2rjHgQQRWxgSOguLmrv3DgeMI5YX/587PVDbPr6mM/V/20Qur5AWL3G/LYUDyI829jIPbGWKcQ3Z6ZLmv6lzakp18prqtz4xI3LR4nlfs5gvMDe+zk9MBzjGS4VkTWQMZHVmTx9Ps5bZAXTRj0xtGkACFoNg35KYrO+96uzxpMlWCJtvY8a1TOp8+VFlHPX9602r6p951m0clVhBAWHxeQQLo2KgBwsobh9a8EFzzYrA6Zh45pOKFj9lTswILVt6SyPkgHmXU/joSlt0wsub5YA4vHECBRIk0NX17EITGdcFzlI9kCcJD8Sn0zsikFwfrDmajZxe1nx89IEt2ONZNGJ1Z1C+5a8jJJc15VMRAb3aXwAODcAAFjrIo0GHt7gq3zAKHwzgsmJwbIkXYmXd/78YK0YJHN7hhwBCpYgYcusFNE5YJ0+CmgUev7RIaqgAOSyJLJq4wf6kSKFF8wdSu1TUffLN6+MCHACZNmgRACBxeO6TWhaxBAK4yWjB6bW8LkgRTrj0v/cFjeajhib9t6x4DHkQqx5jAMWYsFv9Q4DhyJZ7KCLvlLK2sVHrvK+buH5y0du0xVDE7bovH46qYxziqjasnbdRdy10QAVBCA24clwMdZukI950k7+VAu1nq5Iw5OYhOitG+dEmI0mLYgdshlaxhj0XDxJsdgQtrEoa3yGWOz9t35pXzep9tjexO+FQZqkyqQppG3zq1c+NA8Tg59cGGRF2Znsiwgms7kWGLzhwZPfEUOCyOrHs98Amo4aZ7ijSNK1PLHyzauFut/0zGk/1JebzD0Ts7BiTbQ5EJGkEjyASGhh9EQdi4XWl7uUVwDVVGAqHm+MkXR/dcVbZrajCuSJAZyYxE5qhAjV0jRacVDzi6BrHc7BUiRxklwoLqbnKmy7gL4pn3rBXkBHpvAyKk4qbtfOmkHjHJwDCgG3ZlSd10CrgYAjK4aeL7r8Vimm4XkTNgmJzLzJKZJZHsY2pI0gKSGpBkNvzxj+d+8K/BpWfIAIbksoJxW2TaKeJC5nBRwB6rzvN90tRxrMvo2uoZ1zm4FPxazG0rMAEc+ljhWJFpPdr+UcDx+OOPH6ESz2mnnfbgTcGkCZJJ8bNxMWnz77/9DzoSr7nZXwBG844k9zlI4UIGd7PRi2jI3fgjY1ol641gBIJEcB/P+SlCWrOl023pKsF1OSDSz8VniZXf2zDhnMpE2uAJnSd0nja5aXnKNpEbfcCimYNgeK0jpEoQvYI1lW46Ib4xXuRjMPZ2/9ffC9M9120I2hcKG3X9YwzUWHxpsq7aKIQJFw5yf72vom68sep3oUJZtOAhAxKt/OLwmr8Gc9KGj8FH7cNy49cS6zepv2tslSQoEmkynk/MrPaNKGQWq7oiQbS8UiQoNuOwEeGtvgo3OuvhGmQfI4EIH8cjs6JDDO5dl1zG4dW/OcdVE3tE64DcqbRLGcM03d6r+KA7eFZFQlRRMESBOMOpL+m4LcJPyWT5rj4lq7uSKrdkZsnEJTItGBnOOIiDOBgnWWbREkWpPOHOy33TpTavn9Ij14QdXSPIh5yhke/JACkKWpDUqRdZyX43QFvg73BnNn2BicTzMRlHX9/YNdD/IcAhygsfoRLPRH0LJ3BgJMP9Aab52bUT+666aoyOzZ+uuT6RFztclTTBQy6hcDezOMTktwBS4pWPzGkzpZ2eeC0qWa8LB3YaomXX8pimdYg1GYMbFiyH3ZgW3usp+vYp+7MGH9R5wuBJAxkTuuVSfWds2KEHqivNzq5Kv9YZstsFS6QqdOMJ8Q3xIkmWL1QP/Ot/B7wXfPNHBbPp6TDL9kWWyNDiy0YSWcopl5In4UJyISCnTYBh8VXJaTVmLryS98jJlZAJEjr6GWQ4mRpIWFLLIWX9B+ozD7TKDKpE7VbpQaP0hrItGag3Vu5QJJKZDRmK3TTPbtfGCDfWtEoO13AFjhwfAojwYnt5nlzj+in2XcHuPP3M/tIi1bAcz8XDO7jTJNSuEffbneW6KBFmz38TAVqnqLUBy4BpIqPzgSStOLs7o8MtJWfJZElkGDAy3MiAOBEnxokslFYo939UfW9976kz/A/cYv7bPM3nlPiQeVaMBAtSsdkD5KQZYWKYDLLYSTNnZXY8V7Dew09wIG7V1taOvi7cDPTRNmYsFv8I4PjE8sLxePyCExRZgqLQSIorDCE/BUPslvBrh3OoPi3ziik87x84R5LbHRi9WRwi67yPR8X6Xl48U9rBwV0RBBylFIdHGbWcl7qMcI3S5wnQcvFBQmZ7Yn/l4/vK/udA8b++OnHdtmgiQ3YSNHcuVJmgOAFLiSBTOGBVh42WhE+WSZZJkUiR6aYp8ff6iyRJvq320LYPhl1dc1ql7mEHh0EN16GQ0Ph0aHadvvyhorz8zlzQlHJ/BRDIBIma3/FdeU7GDa8U+in5odmVi0caVhU7Sgdd9dWijdvkLc/vUyRoMr04MvPEYN+JwT5For/1T1EdlqEwUhzIkJndc/PVnuqopktO4oZbhsMN3Qjecem4bvepHUIRFyH3PvjGnog4p5ajeXNPWrDJueOnYF513LA1C/dhM46sAcPkhoFMlmey/MHNsSLFyGR5Vue6wS2JOCMjCyPD9Qw3MtzM2qQjFJG0Yu2rFwzLKuM6Qj42ZYK6/IrATbOUuFLtxl/7JY/24d7uCAD2StNriijx4dP5g9p+nZyV28cSOHBExvEJwJFOpzds2FDwWkdHx7p167q6CiNDh7O2trajqcRz1113yTJkiXYeNEYyXFFIZhRSaXyx8e0vHRb5PhXbv38/8jO+3AU7kMLhaZCUA5E4jwBI8KAfaUfKtplJP49olHUCt7ZrI0ZkS6ZK3NY4t6U1zvHeQNkTbRNf6y5ZNXPH1TXdl42P/3Le/kXTB7qG5a88U/1vT1fs6FIdfS8/R1vkRJRnN/b4hy1JliHLpMikSLRo6uC2RCQNLRs33n1pQAyWRWclx0YN7w5z6ECvfayBUdPtg41PBgv5AvOwDK+0KdN9fwzOn5Nt+H6xTSUKGIo310siSNT0H4n1mzUwSqRo9gxj58ttfslMk3+XXnV96RZFIkWiDJTPj9+pyCIimw8ZDKIYR8JQ3JIcdqVij4ciEOTDgcis2JCzhtxLqFDU4PjajAOCWnLOvbwjhx0WTI7hLF08vt+0uJ6jGzaIZA0uVI+MqKug832DakbnWZ1ndK6bMEECL+y/Wa5nOHGQhVi5suTPlXXFOk+DWyCOoMYCKquISUtn9FwwiVUEiYAhKYYcgXBjsLAg1Zh7LUgB0ffAHe6ebDexNi2PnYFWXFzcM8JFhY4COxJwpFKpr3/963v27PG+MDg4+IMf/GDevHmrVq1qa/vkkoqiAtLRVOJ54Jf3yxJtadOTGZ5Mc8uCuHmGZFp6wv777rvvE/dw3OZEfznnuZ/XXQqTrVl4TTwbRijBgxJZfqTyIIaj0ypxi4nBy3U5itmIG6PNWqw5fvLuZPEp4e76ylbDRMaw8z5EWam6aPbBq9p/flVXdZHR+HJxS7eSEzJzedwEmRbNHLxvUymTSZEhSwI7cGXtkCRLLSPhgIR3/to/MIzZk7K56STeGIfLIFje8mMrBgRDmT9LT2SY1x+xXacc6RDwgUSWHvvhICRau3pw/YeaDSiFYOHCDSAjHOEtByRIaFge2bwhE5NTm7JToqo+J9zpUAxq7p6SgwyJZIkkyUk2lyAxSprKjRMPOPGUvKwN8qi3fztUnpvmRrY46snrsx9vdhUXqzr3+K1OOB7e2wDneKa1NDcFweL5nilMzg2TmyKzw8S/nNJpuKKpBUOkh2W5kck9YKG4VJZMfPf8fivDuc5hEbco5JcCGgtq0oQyef6Jvm9e6L+nPvCHi/fMqZYEHHgH6R55evGsqzsHM9615PFR3GFckPrlte4RPnrl6OLmrjEAt99+++WXX17wwve+972VK1dWV1ffdddd99xzz+E+T5goL3yUlXjmjJMCGiVGOHFIhJEk12RSNFI0CmuIvjWGePNpWWtra45ucIftCd2BI4SRPERxjAMqsgI1vCuFHpLk/kLCIio7cGmy3OEU75C6jMhl4S3j1QHDxO/bps6K9FhOEF4hqDJpGmk+8vkpGuLLFsRDft74ajTPL3dZg0T/fPrABU9M+twLNdc/P/G771c/1RrNWtKJsWxtkfnBYLQoQLtf79/V4uRruqGQHAVwsMAhHWueC1SXWWJ59nR9SWMkl3DBPGDhTjCRCBI1fLeouoJDQjjMEylKZBlkDzy5IRXxFwAjyLR4UfqshUUDPUalktii184v2hdSLAF/ikScSV+ubRE6qOJQDJmJHvR2YOXBPVMUG0rsPPS87FZA1PK5fHyPdyXz5PXljPDXtjI4Lgw56mnuLDuyF+fY2h/KB51cWUnLidybnJucv9ERjmpGruqH5dQ0Ne3+TyIHxDSRTfKfvVk0M5wyhi1uEbfALTCQX2MnVCrTi+pgOQAAIABJREFUxqvVFUo4Joeicjgm33iu/7uX+q85SY6nbD8lS/5Tpk5IfvhEP5UWfjU4pMNR1sYMqQgbk3G8/PLLY24MARxNTU1FRYUcJp1Oi4oA5eXl2eyojqceW7FixdFX4onH42fXyu/tysoMEuErL01etyV8/VM1GpFPY6rKxoeNr9xwwVHu7VgtmYjnpW64oVcODoQwbN9w8vNqhhEsp14/93AN55bEOaqpy+v7OIwXe4wqBlOMp3YjWikNiMmU/Rn58pI9gODeYAzESGPQJNIUYswev9VRY9mCeP2D1WBYvzcw5xcT17xf3NwSaunXwFAdMV/9XGtCl5qvOXDveR2L6gaLfdaWeGBbPHAoqX3lnWmqKg/vHX7hTwMtXbLnSvZQgHwnaN2rfk+uJdbeNdT4x+AYSRn5nsviG1Kuklp/QXZ5Y8imT953CT2VAyaHwWHwN55LmJCqlKETA73nFx0IqKQpNmooEtYdOkFzlkWxLwcy4PgsqB/fqUikOAKHh2g4BuwcDJ3ulBdlYqYs2ReSS+DFGy+s7jsCauQyeoD6iT2OT+qCRX6lOHuSC57dF3UdHBFr000uJrzoJs/Bh8mzBn9+X0hMTdBNbhiCsPDioBSMSKGoEorJoagSjMqhqBIrV8qq1JsfT7+0x84q6is+Pd3yMgFhT2cml6q66gaAtsMoo8KuvOqa0cBxBM3xf1VzNJlMPvvss8fUae3+++/PZrnFITN6o6v032fsOnGctOSM4TWbYldOHAimrKRCl8qFtdg/LQt78s1dX1HEP03OfEgVAjaQ4MEApSXYVfxysoizixgNuPsU/yyAiPebES4BQJtZWqP0igGnm/zvI5OuLtslEpmIETEQg8pIZSCTwwCIIInrgM+ekGn4beXaWzo33L4fbql+y1Yrmm84sOS56qaL2gEOk2ZXpE4vSxkmLqkZ2j8cfGB7+dfqDsbf6bp8R91zK/tzSOGGVD3Li+uTOaGcAML82dlEhsLB3BpPKBdg1Piof9kXUuA54tz0g+GGZZG19w7BdH5d4QqR6FwCMH7ezeEUj10T/ViVSJPJaQdtuxsG5M9N2KfIdkVyJ+Dj0AEiIjxzoPKaCZ3OGnE43n/2wpOtFf9x2rD7VJwuiyNvSyBjsnMq4/CgRu5i4wCQMlnaYBlL2joQPLcqDgdN2pMaAQHFBFDqMznZDgs4OOGEopRlcTAiRyvhTnRfYmRvRST6b3zp5P6MAYtxi4NJYBwqUcbgsgyyAAmyTLJkO4+f/Vnf/EmSyPUcouhEbUA3s0Qo5XlapBuIdd2uDzsOXxoQmDdv3ug8zNHFzV07EnBwzonIssb+PFFe+Fgr8fzsZz/7pylcqOX6QMdIqaJb0A2+eFa84enxP/lM63CaAip952u3/uiXjx7Tno/GQqpL3OyRxLlI3eUJBCMYysvtBzhHCn4/T/spxb1Dyn4Zg4gUu/kdHq3V4pgp77I4DprlE+VulyF36ZEFkRZRXNcTRAQT2UgmwLi4t7d0y80fh1Zd2Q8Ly/9cdm99d35YxJ7A2nRZx6rXy1ed3S2GokWQiU+PZT/sDzSdtz+V5d/ZMDkmZRd9P9h4e6a61HSovKOYMoCwfrO26BJPC2tGYJh9ktFwZ9Hau/OLCXs8po1bZZtKuD8YoemHw+s3qvPP0GHynDpjAhz1y4onJverLHhl8RZNIdX1NcSsVgYA/713yu3TdrmZGnC9NKeyJiNkLaZI5AZHKO/z4WAIFozrYwwAtg2EoppeFci4Z3Bfwj+QUTpTWkdS25fwRzW9WDViml6sGTFNj2pGymD9GaUqkClS9Kim+zSLYDTvLz23Kr6lP+iXrNpwqtKfcQO9uwf9LxyM+SVrRmykOpBJm1J1MPPywaL3usMlPuPcquEX2yJtw1pAtmrCmYnh7JyK5JTirMTALbzd7j+3ejhrwGKwODHOVZm4Bd3g3CImc7KIOCcLZAGcWtr0GeUs6qcP2s3zr75iZMNjBCQoEsqleACFSwCHpR1pbu4111zzzDPPFKw8QkbFGMCRTCa7u7sXLlz485///Otf//ovfvGLG264oWCb4+5+ohmDFpc7UTFL6ysPM59KFseefulzzRPqSrK/31VxVVWHL0Mzuv8EfPrAEQt4orDk8A7OOZDk/giGCrbfjuknYkcnKip5F+UXcRP76OalxRgqUKs4cNCsGC917TOrJ0ntnBMHOAHAx5nx1eo2xghkpy0aFrcs0hkUUcJHISho6VMhYdklcUF07r22p+HRqrUNHV7IcBFk1bk9je+VLju9FxZAHEQKw4118e++XbXq9PZfnbN/JMMzBv/Nw6Wv9pc+tmKgusyzB0ZgaPxjYP6cbN71RwCjtT8eavxdYNmtqTzGQQCQSNK930mCebCUCEA4go4eKZE2wgHAsqN2LXvYd75jnBnY9qE5vr50tyaTLEGgZ45uMOrNaHdM3yVAwfE+KDczjkBE8YzyhboOcQycw513JCBj60Bob8K/bSAIYHIktak3MrsscXJsBEDKkJI6sziKNX1yOIWILVf94IMp3zxlv8NcACc/whVBbcWbqCOp+Zg1IzriOiYEEAdjmBxJffXkdu6oHi8djF02YYARLhg/KDMi4MTYsGnZmfLC2/rtttK+jPx+ZwDApROHdgz4elPyyaXp5Wf2lUhi0i1McNUCJDAOiYNzGkyYM8ptZlh18vkjGx4Tx91PpSFrKA8pvPc/AIdJ/XKttrZ2tKsy5rxYYTZwuIWhAezZs+fhhx++77773n///SVLltTW1i5YsMD7nsbGxiPs8chWEaStNOM8ddvmg3xKueRTqL3f/P6m8RsWt6bTVlcf3jwUfavNd0X5wR/d9b3vrPz+8X3K4UyTPD+tcwMSXGAEwQJciPPIidgBYATBvBd47t0p+N11LrkF0MVLTVOqldq5rYSQYLAztIMgOIkAZJicLDIAnWDJxBSCShvbfWG/VVeRdVwSgLD2ls76B8c1f+HQKNJBIL741IGNPf7ZZSnB7y3OFaIfzu348ssTm87dLzOkdbr5hL7PZgaW/2Tcdeckr7+OOaFLWw3NS+hxmAgI88/Q2/tYdYVbtdRmHA3fCDf/JuEwEQ/1Jyy6NtPwtdDanw+Lfgi/+WW6/d2eM8LYka64sLRdlVz3xKlU7nCuTV2xa4s6x8QLAjpS2paB4AsHS2bGRqoDmZTB+jNyf0ZJmWxO6dDkSGpKJDUzNjIzNnJNbe+PNk28aUp37oxx+GXLJ1kiK8+LkBeN6/cevHtyuSuf29QUn53QAzfOIvg4iIkwDTlihwWT48WDsYvH9xMj7vT0smsCARLnADFCw/Q+mUE3cf+m8htO6BWpsZpMu/v9q98uAhCQrZNLM68cCHYl5RtPTFw9LVkVMa/9eVxcsUxW9+7cUl1uH3ia/C7VEv/yMIQjk18ucEwbDRyHi8UCoLHCCJ9gDzzwwNKlS3fu3PnII48sWLDgmDq8zqgtmxONlwTZcJafMl4OqJS0gpedmJ0yTk4OW8kRKzlsbuoL/Gpr5Y1Ve7/8ZOKT93gsdsV0pSqcm+QmLgRxwW/BjJP4VvL8+j0oLUMvBz7CKafiI+TGlW0E7EPtFGoVL3hf2sUnT2d7vVM3ZEZ7jKrpWocmwy9TNMhKg1QaZJURFogwf5EULmJPbo2s3+1vurXXDgAIOcMSU+85LDT8rnLtTR1i2X7JVurQ+G7Jsjm9ALjlzAq3uG7in1+qWXP+fsNtOmfwr749ZfXs3bNuKZN9DAyJFAsHXe/NsVxUFRu3yVXlVnWFZY9HCSCsf0eZf7YOArIcWYfCCLiRCEDD7eG19ye+fXNnsaprMvWbwWp/JqBYklNn2K6g4dT1eqqtcuGkLnfcM8KG3qINvZE9Q/55VfFTYsNTi9NEeLcrfFZFwhvIsPIpuTiDD++sum1aB5xv5WaCisvbPcVpU/LJFnneaOdBuHTDYRYZiwVk7vpHYj/kTuFnYMgVW3jlUOySmn7Znl/jVorjACRG9qQBiYigm3xrn++EopQIPwdU+BXyq2SYEM0ZNBk+mTSFZIbupHxaY+r0sgyzshWnLPhz89+um6GII++n0hjvdb9XXoIsAI7NHeaHHYXtdY5syWRyzHmxwo4nc/TUU09dvXp1S0vL3XfffdFFF7311lsrVqzYuXPn0bxXjY63OOIprkok6MYf9o8Dkc4hSUQyQabxvtQNtV1Pd01samo6jsM7gmlSvsDpGVUS8n7W7ZguUANALncjf28cCNHw6Je28ulTae/oeVMJy88dUt+X1f7UNr5xW+2bXZGwTCEZv3gjuujs4aabe2Bw6DxHN5BbaLq+a92HkcKEcUZgWHZWX/1TE0FEEjEJkgRJJkXGQxe3/eTDSkWGT6GwRmEfPXTe3odaxr/3UH/7h0kwWnL3WDPiPfufPcPo6GEtrbIrqdZ/KTx/rgHmBBhMjqSFYc8jbd00vfXHt7VVBIyIjzLMH/XziGZpMjSF/AoFNQpoFFBpe6L4t/tqfvTxVN2SPhooakmE3+6Jbu4vUiQ6p3Lo9pmHfnnu7oUn9J4YSysSnmotPbd62GErTvaXJ24imEvGZA0ndHkzO9wMOMBNAyOAnj1Q6kUNV/1y6Qac4fHXA2W5IEtB9wzYgViBGkmdLqju59wzv9ZyGtOaeZNudZNv6ApOCqdEUXXTckMtSBs8I8rEZfhIlg+lrMEU90v6jKKExdQJ59zY9dFLrtJvcqmIDyAfQOFBDQ7s7T9mfnDkNO7jiarMnTt31qxZgUBg586dv/71r3/605/OnTsXQHNz8yuvvPKNb3zjcAkd8Xi8HD1isPlV7OgwSgI0KZTsHrFKsiyokpIGyRTyWbuHAl+a1Lrx6ZVYsuQ4jvBwFgsUChWuQ+ujXGHFLZhxMra6Twu0D5etAIhhAN4ALTCMYJEQWZ3mWuLkJbkyU9kj3vfa4KSrK1uvG3+wpphVR6XtA8FfrC8Bo5beVF2l7hyT4w554EM0OkhkWVg17VXiBsoI4M3XH1izObr41AHb7xTCL8PXT+99em/0+slxi0GWSJP5D87o+OuByL4XjGlvdpwq6S0HfHW1XtzM0Q3xbPbJRst+ef27yvyz9USSmu4eATgYwbAcTsSR5bD4i39NbH4nKWa4lgSZKsEiOalL5f7shnjZ+/2xyaFkdSAzPpgp0Yxxwcx5VUPzxyV+v7vi1mldjCgnH7jeChxllLAr7peE5yLcP87JjZ17vI+nW0tvrusu4ICeH5LE9gRsGwgB3d4ABPdo57ksTI7t8RB4N8imIZZLTIjbGpZTCv+V9tLLa3osTiyXfuo2vobJuGmRxLjFyTDx+O6S754+rFucEblV4zIGz+g8bSCj8ywha3DGSGL8P19M+mUEoyV73nteYmpYTQMgwjAiRRgoGOr5cgcWXHHMOdktLS1HqLx1nOFYsdNp06Z5a23U19eLzNHHH39ctD4oQJDXX3+9xOoScO5TWPeQVRFiZ8S6kjof0REJEFNJSyMl06JJXSs/nBSW9I0bN86ePfv4DrLAWltbC+iGfZvhAOBzKkfvwlSBGu6WKs/CUTfhefsQIsUY8m4JoAdlwwiOQzt3nGECTOBDY+qZylZIeGHopBsrdsgSqTJZClkKzS7PhHdYTQ09CZLrf1bZvMzufmjXB8vdEzmIFp02VP/wuOZbD+U0DlebZHx2VSqhs7BqgcC4uN54KMBPr0p/PBCYVZrkHBInRcK1k4f6UuyRHZXXT+hKPoP3Tf5Kf+lJlwbr52UBj9/hWN0kAySvf0+566f+V9cN2dM5LMDi7d1s7zvx914dFvNK0lJoZzqyeahkZlE8qugBxZpRNFzis+oj/dfW9suSKMNDdtoFAyOSGfwKwfG9nAvbM2ONMKKzfzu1U2L297YIZBEBFrj31BDRx/0hRj0uYRDeqKspc5dfAFdO7MkpiA4WwEM3XMnjguo+Ds455aOGHdYRCyKXdHNf5LLxPYJ9MJ6rzyJcFYuT5ZSt1U1eHcjopl0M2a3/ZFoQqJExuGkJoYczwmMb0qK7taIPZtWYqnHABEevXFFk5oDDVZxcuoH8jm1HaZs2bTpCzPQ4J7kdbpa+sIULFy5btqykpOTRRx9tbGxMJu2WQq+88opYsICuIUuV0KmHU5lM1oIFMJXEw0ecZPry5LYLy7rvuWPR8R3haCusNuZwDWEhDBPQhpqp2FWwWRhD7p3H+xhxOoDDibZuw/RJaC1Fr3sLcrNIZ7BdRPggM/mq2HaZQWEIKggrNKgrtzZXP3BtN4CwZjV/q6vxueJElnkPoMBhaf7CocbXo3lTPp0EjdlVmbveLHMVB2JgEskynVCa7UzLPWlFkUiVSHguVWG+7LTe7388uchP0QC7uqp/4qYDGxs7f/G99O+eUkdHUuommwBW3p6ySXnGWvOYNufG2FXfiD7yfKQXsbQUVjTt5FjqmpruH56y/ZbJnWDSZTXx2mKj2M8iPgr7WNhHIY2FNAr5KKhRQKEn9pb9yyk9PoU0hXwKaTJpMqkSieIjikyqRDKjtS2lFQGT5Qqduw6LKL1BjOwZ9ytOb/OoS1SQD+KixraB4JzShOciy51Hl26I1WmTnV0ezzkpyHkoIlfYciobWxwTQ0lvYphTedD2bix7ypxd2mduRdxw2ru45YIyBjI6Txs8a8Bt6WBYmBxjE865caRnPwA1218U1MQXMSFhLD/FtexRKKOjbczi5q4dJ+N46623ent7ly5degT5JBAIiDqoyWRy9erVJSUlb7311mQ7bwK6gbBKvYOZ2mLyaxQftipjjDGQSqQwLW2WBYzf7ZsQkrLt7e3V1dXHd5xes9tNA/B4KK75kB5GsAZt3oEEjgxUFVmx7HVSAPQjOo63u+MsC7WOdgEo43bLX9Fc2QK2WFMrWa/Os+eE9kkMugm/QgGVvvV27d3nt//s8kODWaYqUCyuEi27crDx2aJll+c348hX/udPTiUyLKyazrgXbgWHhXsXdDc8PX7t1YcAgDhxkU1GV0wdfnx70ZW1ibBiMk7gEGl4v7/4wNLXJvzHrENB1TIsMix+qW8wuz/+wX9iXWtFVjfOiXZbnuvk3cHyn6WD58R6agMjJYTvTrNTPJ3eBcQYE42a799W8+1TDjJGJEr7ufFXz4QzAmUs5lNEMAju/VxIj67CZ3GkDCboBudEjp9iOSUt3FPzdmf47MqEoAM5zAUReB7pAF46FJsRG6H824E7LHLsA3i+reya2i6xK7ePVz7psFtJArhkXC+36Ya3iKR99kwOyYLFYFrY3Buoi4yIl1w/xbBgt63VueUeLadkls+9+NoDb/7RHRGyMUzEAJRaudQvV9330o2PjlEWFXbkCsHHyThmzZp19PXKA4HAnXfeuXTp0vb29uAp16gTz7I4OHgvjxbJab9Kw0meyvCRNJdkYhZIJaaQQvjKCfuvqOxaeuv1x3eQBSamxmKUxgkHsyXKT3Xj4EAavoJ3uSNMAAp3RlI7VUswO3gFg8k9Z45zSDCrqLdaTRAhayCoIaBSn+5bc/GBcWWWFmG+IuYrktQgE3tfdkV8+dqSnCxegFiE2ePTy/9aZnvq+SopCE2f7Vi3LeKQEQIRk0AyLZox9Oz+cMKSxKR4JpMkQ5XpNxe2d2b939s0oThAxX4WC7CSECsNsa+c2L10Rn8fldy79+TGvSenlOK6cqlhSt+3Zhw4tzpVU8zGF0vjillFmJWFWWmYlYZyj5WbJv/gjENhPwv7WMRPEZ9gHBTSWEAjv0oBlQIq/deW8m/N6fWrNtHQFNLySAfJEkmM0qb0L6f2eqbDCpwiyS385cyqeWJPqXfqCnmlXi/pIEQ1gzynz3VSuBcaAHDsGLSppTu9yDuBxVVGOceOeKhI1blTyyOv+ZPw7SynE6DJXzoYE2WfLFGXkMO0kDZs1DBy7aNgcf78gejB9572Dk+F2UM3xnvz4kqegSpsT/+RckYPZ1OnTj3Cq8cJHCLAewS6MaYNdB0c+ejpzP53WaRSPWVhf+yMgI/ebzO/unZk2eMjX3l4+OMOU1JI0jkp9hzqPx6qqcVh816PyXKuyijkGEFwN031zmFztxqhUOHWjkVdZRRooam1vBUcAxT17oFz7EfNRDqoyuAcWYMrEoIqBVR6uKVS0kgLMC3AtCCTFMphhIV7F/XV319ZOAoI7sBouq5rydNOgYacL0NCQw1pVsJwigkygIhJxGUsOnloXUuxgx0QCEIynT0u/eCCQ3d9MG6Iq8EApbn2/c0THj9QaSnawqmJ5kta/nJJy2nl+j3bJz+wZ2I4IFeEWXlEqoiwijCriLDysFQRYqVhVhxi4SD759dP+O9LDoQDLBygcICF/SwcoGCAaT6maqSppGmkqUxT2ZzKtF8lVSZFIVUh1YYPaApUWXSlh8Twk40VEc1ywMI7Td/un+JOWlkwPu7JH/PiRa5Gsfi1Lh7fn3em8pVReLBjXlUf90xI4R4g8AR6wYG/d8bcULFwQIQmaq+BU1XM4rqJgYzibun4KfaU/IyRm8svFt7sCBcMP5mBgAHKb+KZf/zCChqpHKX9oxjHcbyr2G/fQs2hTv2jJwLtb7BIZeycOx750wtv7NL/+G769cjKYROSSlKak0oKw+cntl1Y3rN8+fLjO06vxeP2RIPR1kV2U29h3k2GEYSXx3oshBGxPsPVidymMz6n3LHYEwc3IYUoJdxaiyOokV+hVzpL7j6vTfKRL8i0IGMAvDcmABaab+9sfKHY4Z2OeZ6uvKhvY7s/TwFx0rrqpw0vebbKU8gHEOlKMi2eE79vQ6mNGkreI2GwP7VG/2tbeW2p+esFh5ad0Tul1NRCLBRm4SCbWmY+dFHbL+a1x0LS/dvHr/6wpt/0F4dZJMTCIeYPMl+Q+YNsyfraZ65rDQVYKMhCARYOMH+AyT5GPpJ9pGgka6RoTNZo8YvV9XUjpBApxBRiCpHzYApJznRYiVFItSQnBCtRjmhIubgsEVHalK6aHPeSi1xoBrbaKh7bBoLVgYxXrYAzOPLoBpAy2VllcRcmXP7vbmZZsJzC94NZxd3Sljzza3+I0nCikuDF43o8EOP4KQZPG06DWyem+xfzusEDW0aP26yJQRb1erHuCOGelUeYTX8427x585FpwXECR0lJyR133PHWW28d07vKggTnlPTziN8auf+vB7zJIPPnz//aG/OYRpKfpCyXZArI1hOHJhRv/+3xHafXRMFRr4mnHVTtR6EO5OKLDtWlrF74yED1ISVGwyEa77otFVaXGIlCSGujmmp+yK1yHlTJr5BPXBU+Yj6m+IhEipcJu566e9ez+KKzEhv3a/kueO7GUl1krN/n967xYAetvb59ybNVnskpueIaKy/sWf5KJRRafyi46q3yOb+dvPzvlevbQ02f7Vg2t2/xnIGvvFot+5nqZ4qf+QPMF2RqkKkB+2+sGD++oOuXl3ZMKDWbtpctXT+hLevzhZg/wL768vgnFx4MBVgoQIEA8/kZ8xH5iHxM0pisMVljisYUlfwqNZyc4ApBIVLJCx9MJiYRk0hikBnSJrvz7O5ciUDJLd5DzIMgjNC8LyoEUVGpmLk+v9d5AQho3l+auy073gdH3n1FbPBaRwny5VI3+m57Hx7ScW5Fn8tBLCcE6+UgdpkFkw/rbGZ0yMqjJzAsntGhm7baKsqOvcvPuQxPTige41LVLe7jztCl0a+DgCHL94m92kbbJ9biO07gAPCZz3xm7ty5x9QYpTyY41LdrDrDeTJre19z5869++67Z82a9cUvfnH13mt7WFRS7KmVc0v6To4k/vfJYKpUSBsISMNfwntTjpCBUcwiiJHcWnHD4QAwgKiAkgNUO4nvFRsMIqI5pUnFO4ZQZGurACPSZFiQnjpYdeG0AcXPygJEAJjTEci054O5H1cdMVu61UTGOU2jkG/ZeQMNj1fbX8b9Vg5G3Htp98YOH7wZrIzAqH5tzbwpySXPVs2fmlq1oHfDV1rvvax7/pSk8FzCITRd01X/5wnQiPlI8pHiJy3A1CCpQaaGmBJiaoipQRaNYtm8gcdu7Jgx3vjdtuh5v530/QX9mp/JfkY+Bh/BR+Rj5GPMR7KPZM0hHSo1PFP12ZOS3MMy7IcMJhFjIAmihM8P3inPb5tCkuROEbQRRIDCmx1hj4dCXkUD+aSjOpAlFFxsPPfP8zt/2B8Zk2i4qOH6KSmTzSkZsMuI2W1Z7LKmrll2SAV/7ywpQBPT4hkdaYO7JfJNjgxXplhbHtuQlse6UnUTMd7jnnb7b76K/27HGE3hPtH+gcAhelgfk88SVMi9AGVkO6Pnjt6mvr7+Z//13z/5a+e71ilPWZ8dkqInhEdeHyiLP/ud4z5UYTF/fsSKACALRUVWR/6Py3P/fTw12kvhHEMUEUMnjFxDnS6q8A66nexE97MYQWHYmSx5obd6yFR+/GbtD1+tAgACVAI5KeTCFRYfzgELi+Yklqwr92QjFVrTNV3r99l92PLcFkLYbz3bkitBvn5/YMlfKtdsKG7+/MH6E0earu9qeKLaFjuEtyIqicqASs23HVr+YkV7WoXKoDIBAcxPzE+Sn0mB3IP5ifkZFNrwjba68fqaTUX1v69u3hOCj8HHyEdMQIZGskZMJagElRadlhCowVTbSWEymAQmkf2XEWOQGUKq5dKN3Lw4KdcPwQXGa6YM5DELyuEG2bBhv3R1bY9nKNgnyQUdF2gAnFU2ACpEDeRIRw4U3uiKcSfsIvK+ch6K52FYMC3+8UBEyKIuuAg/JdfJ3IJl4SM6K2jFX2nRxzz1fWYkiBHyjmvK+7+DzejoHrtM+ZHtcMXNXcsDjiMUGX3PsR07dox+9WgsHo8rUu5pV1/i1VdfPdzGa17qSnd9eKPvrxEa+Ug+oyN27sSQ/siDDxzfRwtzmz8Ky0IdQFRkhSrIq1TkIbAI8uEx96ZD5RwakK6cAAAgAElEQVQ72fRi7tTj4PZK8V6TSxOs1hOsFjjJ3Jsyk8Gk26YcWnXmocevPvDzz3be+/fo+hY/AKhOrM8tuuHCBMfaL3Quf7rM3q/34AAAYc3a2O7Lu7Eix85PH5e54KEJy58v39jumz852XRt5+Iz467/svbmjoY/VNmQkYcdBIXuva53mEurXi2FT3RCYdAYfAx+go/gY/AzgQ4bu32LPjMCP4OfLb5wuPlfu+rnpNYf8Nf/purB94qYxiSNMQFAKkGhVS/F6k9JeekGE0RDoAYjFz7SBvvR+T1uGMVT0xySlCtrzoh2DvgunTiYL4gWOikACLRlIBj1GYUCqvPbecPARJhVkvACsm35foE4Gxt6o7loC3IOS97kAw7D5BbH7NiA5aoYTgAla/BcnIXzv8v1M403LMuTkJZvA1bQPdvuoXDn6DpZ9XS+VRQiPlY7wvQ2YTngOHKR0Yceeqi1tbW1tbWzs1OsWbBggTe56xNNaJMuj9rf0XuEjYuLizunfXPzYNjP9NOsDbfIT+1JRj5655Vj+sQCC3lYBRHS8EWdRN08jcOrjXH4PC95dYYgRkxIk8y9XnpSabXbyxzbpZOHKKIiK7IW3jNmRJX0/PLemJ+KNEpaSHEsPW/g1JpMfWOFuAkDyM1es/Ic629cMJBIH4YeEpadO7D8r2W5KwYAoeGPVS39av1Jw3+59dCiWYnZNZmct+IqpozWfr6z8e+xHHbYf+2AS914fdXVAw2/rUpAduCD8uGDWga1cBHCxcihiZ/Bz+afkm1e3r344uEP2rUL7qtc81YYCkFhUGn2pKz4IFKJ5HywYOKvTT1WvF7mBQtmT42zYysi/VSsf3BreQFkOMpojnSIpWf2leZ0RE84m+xSPk6Ym7C5L1Ks6d6fGoWg4b4HM6ND3g0K5JIC7+Y0FzhcJmI6OWMcJschmvSZzF+E0jE5mv+Zjun5+RledDNJCvLh41NGcUzAcYQio5s3b54zZ87ChQsXLlzoCi11dXXH1HpeqCEu5bviiiuOvP2qVaue2DDSnvWJmdfbB4NnDzdfcsF5AFavXv34448fK4JUhuwvS4StmOGdgeLmm8N7L+cYQVDydH70LpRYPS1supeqGJwVcTvCZ0CqM7eL1FJG2MqnLghu48SK/RTxUcaAW1NfU8wn7+hc8mCpjR3cwQ7u/OUAR3XYWP5MaQ5K7G+SGyyzx2fE8sZDvobHqxtfj65d1FFXlgUh7LPW7yvosZKLv4ChfuZIe0IZk3SIFg1rv9q95o1Ie1KGj0FjXvhIcDlhsrpa02YfAk002x8Rj9l1+qv/0b344pGNh7SG35TW/6pi/kkZCB3UdUwkkNdPkQQcUHXYLGgK62nXlpvYxggTI1nmmWTjwmMuFuusGRfM5oVmPRecCzRixfqO2NiX7GgOApxT3ne4jd2hI07d7kRIlSyeDyiue2JZyHKVWbpAkPcOGGFt7B3HjHYUApl9WHtoagRDnQl+5plnHvmgxrRPlCBywHGEIqNvvfXWhg0blixZsmTJkt5emynU1NT09fUdfSqHzTgAcGTIf7iGsl6buuBLsNCZ9jHCopoD/Yb/he9dItLJFi5c2NbWtnr1alFd/WgsFrAHxR5MnuGZwwYgJBRQr3Hg8EkcWagM1jRzq2caFLqZnVXBOXZLJyrI1litBLTwyXPUXV1W9IrKjrDGKMCCFRI3OM9yrnNLB9f5r/+5t/6eCohaPtxDN9wFoOn67sbXonnjxKNo1JVm5/xyYuMb0dnj02tv6lh23kBuG4Zl8+L1j4zLBVYohxogqqvQ1210pJAcaniWZVp21VBHQm7+MOBFBKi0vsU3+0Qjt0ZAT8FTJYcga7/e3/i5gY4RqeE3pd/6U3REZzZGuGBh/wWTaHO39r3z+gu4Rl4HJsdPSRns1pP63IqjhQ6Ll1MQ5lUPCrwocFVcwBAaKoDKQAZecBnbCMCuoVCRqmOsLUfH8t7uKbGXHLk9D0SAD3yXlZgHhWvz/PYjVfx1j8DrRh2gWpFe0DZoAXj00UdXr159NL0KhPX19R2h9pewoxJHzz///Pvuu6+pqWnlypXf/e533fXHFI51M745sKtrpLa29hPf8tOf/vT5bYm0xdKWJDE0d44bF0gnEnaRjmnTpt1555319fU7d+684447jlCRGUA8HtdkENCL0inYK1bapA6SDyn7d/f6KaNL+DjWR6UH2ESv3sA5H6SYeHUAsWnGlg6qlmDqpE5ne30y7cuWhjSiAFGAyREpWCkTYOkudqD5m11rXgqBAQo50X/HUXZ8pLBamNsKwpInKxpfj84en266rmvxmYN5G+RUQaz9XOf6vYFRF5M9z2XZxfH6XzmxWwmjSAdBptl1+vxTM43PRmyPQ6HGv0Tqz0lDyccI+1XxyF+vUv09pXUTzLrx5tp/6bu3IU4Slj5WsnRd6e5e1XVPbGVUwrdeLCUJjOXaIzAv3bAjr2CEP+2KVgQM55vRWHhhJ4B93Bc8oThlI8Ooi9zDQYgInymP5633qgleGZKwoXeMpiQFJ8u9yQzpilcKKbAPfJedkfqL+3RXzxETxqnwqQmpwqk/uq3bEjM/7rzzzpqampdffnnFihWfeK89mus6DziEBjO6yOjUqVODwSCAgjkjzz777JEvV6+5Gd8AWvqONgdWn3FzXSS1Zu9EiegLE1o5yc98t7CTg5ike9FFF23evHnFihVjfu3169cDGEZQ6BpeFzd9+FisyzhyvIIDQB+VTjW3e7fkQNSyhfo4i3InjT2BkE/GR9mJC6v2SH6SgoyCjPwsWCEHK2VJIq7b1AMW5k9PJ5IMAGTKOSyeI1h89uCSP9tVn1p61CVPVjRvDzX9U9ey8wcAzB6Xbvhj1Rj3RoJwWFp61DzSwTzXFqPmf+tsfLHYLXTutETI81zCYb7shuH675clDLbkF9FlNw2PgRpCAbUfzMs+Ejpr+td4rjcdQzjAm77Q33RrX3XU/OmrRZ/7XdnuXpUkkaxBP7m8D/kdHl3HRMoPMb/aFsoV4CCIptOj0zdAeO5A1KNojNJHPSs7ktqkcModJwW/aP5q6kr7xiQlo3GBA2eX9h0mRIZBVn56+nl42MeEosOyHd3kuVuDg21tNNGHFACiwn4IF1100d133y3utatXr37ggQfG9PePpqFiDjhEkVEAbpHRZDIpCh//+7//+x/+8AcATz31VGVlpfuWWCwmcrc+8WOQP6v95lu+cOSNXXv44Ycf3qjfUbd3bzIQVMwn2mtYe2HHOddmzZp19913z507t7m5+Y477vBys82bN4syf65m4Z4Nt/xfjm44Z9WXn4Tuvhrm+RU6OOccxdYAgCzUCeYeA1K11XaI1ZSzgS3GlHnFB3x+pon0hzBjGqkRFqyUg1Wy7Cee5ZbOwXlduX7f8xFbHPV+pCeSsmhWYt3myJInK+pKs03XddVPd4I+BBDW3tSx8ZDP4757jLD4nMH6B6tReN3kChcvOnt4434tV/3cqxl43JbmH/VddWfpledmcpqIcsSH88aGe6LVZZanUZPb8oTCQWvZJUNrv9g7rUr/zTuRi5qqvvVcyZzxWZIA13lhOYoh0swlh3R8+eR+u4SHFwKcyXQ2iSAioC+t5HAEeRhQEIvd1Bc53EgrMALOrcjFLw8HCuKljMlOKhp0T6xXs+LAMIvy/BtVVeST3QL3VLfS5El8r7vmcMqoYOtLly4FIKawey+WYwOOiy66KJVKLVmyJJlMiiKje/bsEVBy//33b9q0acmSJR9//PFdd93lvmX69OkARBWfTzRv8fUj100tsL6azxJh21BEZnR2rE+T8dKaT8jpqK+v/+lPf1pTU9Pc3Cy8u46ODnK0jIILSic73DL6fEf4GCV8DrEaN+vGXT9ERUIo3SPVgaOD1QAYZ7Vt4dPPDu71a6SGGdMYJ4h2XpYJAEqAAuWyWsSsDIcBcL7yyoH6X1aOGXYFsOqFko0HtbWbw03XdeVe9YZmfdaad73FrJ2LwLlQmm7qaelV8wIrHrGjOmpubFWdYO0opZHZzaIvuKPs1V/1zj8j23BXFDIrcEby8cLhLBJBosalCbdxrMNoPB/hoMni8xKvfq2TCGs2hOt/X/XsroBHzih8SIT3OgILJg4XrM95FpTHI66f0lvgvHhxxCt2bOqNwOubjGYenuczo85QGRM2PH7KnuGQyiw+ylHhwDv+f6rWd3p9mI0HDf9RzGAXrEqHOo4fhAOUB+LWJ2qcwpFZtmyZuFhWrFghuhd88iceR81R1zZv3nz0CWBEdP0MmYCtPdbWrmOb53vbbOVzpyp/6yybV9L9QlfZnHD3LX8+UrGAAksmk1/+8pdDGDFbX+fZYTEy3BTjXTR1Kt9FeYqF/cYRBEXmqBsMAkR9R7tOjBhwFsdeqW6y2UKENFcVnh1gZUkKTkJrSomdWhQvL5bUAIvFpGiMRaOSeGgqeeuJWlnOGGAhkaSOuFRXptuZYJzDwqoXSsKqtez8fnC0D8lh1RLVwHIHYS9xAOs2RxadOpSvgOZYRsMjlWtv68xxjcJuCVTfWNH8711eh8LRPggM9StKmu9xu7RQw3eL1v54MO/ycs2NClmAxeuXR5t/PADRO0Y0ZzI9nWLyF9r7WXXYtDcwsX6Pr/GtohtnDC88MWEXv7ADENyycMv/jHvo0oNOn1fuTfp26+uIjIkPegKnlIxYTm9wt6ooxpq99vKh2PyqPjeG6m4GL03g4MDHA5GTo0NwZtbmduj+FJ43/n7vxIZJ+91B5fpH27TzTky/XvATrnk77aPD+vXtCX7meEn89sMIStzSHCcFwBut5q7eY55Qn0wmU6nUpyOOHs5mzZq1YsWKo1Rr3eyv/QPHPMk3PuFKAmKKLjP0ZP0+GRtff+Ho3x4IBNb9f8R9eXxU5b3+855l9skyk3VIIAmQsAgEI+5VkGpdiEvdLmlv1VpJvd5WMdj+UFpCTbW1RLzdaGit0ioorQUNLq0CQQTcAgFlCyCBhCRknWSS2c95f3+cfWYyBEjv/X7ymZw55z0zZ84573Oe775+vdD8LoQwN3E+W3wTWC2oI6iqKsanBQXM+ow1CgBH2SkCGP0aaYBEW04z+RwNC2DTxe58scVLXCaWvNE3Y9fA+GZfJkNpNCz/RcK6O4sCFAwrLzgtYtVGxfMK+EJM7fb06ut7JdQAhccZrXgt13C46gIhAGkfZLWHoTaj5aV1D3Su/9wpD9arLQrLqP/xmdrNqbGqCkNAUPEzV/1zffrkl3W/HFhR5/AFidrSDYoKoakkLMCR2sd8yhiFXzA6bYXVL+BbazM1cwyDuYWBtxZ2LrxoqKnTfOP6cS/vT1UVFoZgVmbQwDXiLaPKwta2VPU8xZg2DOcDADDbrTUcSKT5af92nIn12lLjG/2FGozw8TbRCEzjw1+qY9S/j1sSx4xqh0FACLqQbUXQQjTUIECPMFpVSy/PP//8WVEDFwgcAMrLy9VKX8lHplkIAArw9rPZn+Nk48aN/zgYLXN5/9RScEfu6TMhS2PtHef0CQ4prFsIC8e3CEffBcBOvY0t+BphTZIhQ88gJAnCqq9gLNk7C4TjXsYFaFdeoiFSMRWzGATQy2Z3svmEoJ14St0DT1965Kdzu35y09Cewdwvz6QjSiMRGo1Qw1NJT1wp6hd1NJ4yr9/jvKQ2v7mLr7q2P2bAuns7Gtss2o5QmBIFCKqu8Va/r8u2hu63EYCgfYA1TCwmdmHRDUP1n9tiFJbql1PWreiPNScSsvyR4cZDfEOjydBfVlsmYMm8RenFBYLGYjSU0fWjZDVq8/j1g5rGRAAlG6XME3r/W6cfLB3c12X+3rs5v9+b3uXnnri0V/WzGBQQQygHALQNmY3rif7XyGcJAHCw3y4V7NDO3ggy8pZYkS7UZRm90huqg5Oj5svsYn88oGTaz/LxhGAYjkzSyxEhBt3OI/Rr9erVo+yXdKHAsW/fPlVNSj6SZ+STcn6hbG+fGUeAO8e1cyxeay908kJjY+Pod3fbjH40ISwcelNo2UHsrsKpF7OeBArXIIkF7GPsFB5hEWyMaipQNlXs8xNHmtgNighMVjrMEnzNcSzHxea6WLudMVnIU9d7/+v20NpD49JzLTREBelZElPjAQBF8xm+ckPWwtm+zx87VZYfMnwZBQCnWVzybqZhvf6VoCQzbLiLjKpE1fUDS95QkCX+uUzgtIkl4yINX5hVQFmz2V79PZ9RqdFm9dzLImUzhIqqFI1r6IwQviDz6nODOjKiaECswbShrql931leGjRimVwJEUrTzItzwy8t6PzBJf2/b3J9//3cn+3ODERZXblAPWQQ9RyUF/bL/gctCJ0YToNyit5pzTBs1t88McsEczKM5dr0YiSxIYGZmjpAqZ6F4DPbrVODOxKaDNLHJaumExEgghPBckSQf6jumJO0mE4ofr9/wYIFoxx8ocAx+uzYVMVddX7B8xs3bhyOUJcp8ueWghuyOhkGm566cfS75zoJpGLgOvwgAPV1+g7+S2hvIs4c0+xv6RHErw/ioBgm9hLhAHRuV6hWDyaDhdDKFkg3g4kG0sQ+P+cqyhBy0hnGRMIMIiwBTxCiK7/d926TdV+fg2V1REO2BVBQNLaac1OFzx8/tWZ3qmwgiBEKULz17dPtg5z8Vn1V/i2c7St/OVm9xQUz/b4QY9BojBO1OC/qcYvtfSwIGpv5hdcHNNQwAI08q51Ouu7XviXP2tt7GQPjYHHrIymebF3vlRj7qOr6lXUibG6yxZtmYHSvQllo6jKvubGj+qpuQvDkRzk/2ZXT7efUUA75xxEQgkCU+Xr+gH49SAK6IS0GolpiVfxDX4/DQYGZk+GNn/bxeiSAA95UMyvqr1k7XzLH/5beGgIlq6WxNZobbYlyI5aSAsEp5KUxg4q2pUIHTg0kazGtly1btkglMp5++umR+hPEy4UCR2lp6SjzR3gWoAgL51kEqLS09FcfRQjw3Qkt01N8u/uzpjh87e3to9zdbZPx2MA7ACiJKtTXGd77qowgM+9mMyYFiVX/CWeIhxBQpS24pmFQDDIuUEyINgMIEmuUmIKsY6Z7wOlgwgwJsyTCkjCjJHpE6cKrhiHCF2CUj5D/qt92la/OcVpEp1k0AAqUL4P21mkWKzdlx6zUv62+vlfLx1dFmYdzSwIVf8zS5ooBBeS5VZwX3b7f3HiUd9rhtFMNLPQBIEa1ZeVP/EN+Zv1mi8o4fH6y7ZWBWM2I0WkrTCx2vPpfvQZs0qJdZbZAdAv/8/UuQghh4DCJv7jmzDNXdzpM4ssHXdUf57YMmhRmQQjwWrPbACUaZSDqGlXmj+vT6ykaLYk7nZ91j6x609h3Tf1penIZJSazqEUtU6NJ9fAZgVAhYMnBCDJAUyYxJ4lyhPoDPnBmtJbE+fPnr1q16ujRo+fUPf5CgUPKWAkEYuMd4kUqkXh01KFf8ZI5uxwEVk58+VTB0eEUjsFT3y0f5b4ZdsIS7eqrp1gAayXGioG+zvD+vwk9x3KzMswXf4vYXAC6SPZEehQUAlg1sUUxXwJAB5vPi2EKdHAFOdHWAoefMzNhloRZhBn5T0nxIKCYOzVQ8ZtMuTMzpc2dfMWL2dU39dU/1FGcKdvDFl02sGRzhuxrSCS1N3X7QowOw6QF2WZblheqWGe854z3ff0POtd/4gDRbdAxCGlhwZXB9VtsuW7BCCuJSIdyWouLhAVfD1cutUtrbl2kdJAy6Dg6pFDhgxAQ1L7j9KQLusMwgBQxYse7XzkmucL6Y6YEDpP43el9P7uiozA1/MbRtEUfTDg1ZCIEe7vtgIYjRhuq4dQERbmFvXEyGvUU5c3+/hTlAiSQGEgPCYaeYE3WG11Cm/666eVfR8IAnEPH/NZxCT/cJg7qoRuKXkZAgmyyFtMx4vf7L7/88tGPx5gwDiTtaq2KjScU6BlOfH5HIxs3bvzyjEgI7h/fsjDv1KDAX2c/cPbdgE2bNll5wjCx1x7AMOzqqY+R8JnDoT2vUn8f5yn1zJxHbC4K9JE4oyOQLvaYaVD6YQJhWd6U6yBuG3GYCcORKEuCDAkyRJSiGxQese7hrsbjZgDtXg7Auvs7tbxYRYozwlrBKcTenMUZ4YoNuYZVRgJSd2eXrM5oYvihvqDubUzEAiEgaNhnXvlfAytechqZhQof8Z4JgMDpoHW/HC5/0Onzk1d/PRQHOgbLheGPYHOjNY7UGOBDr7A8s9OlH0B1mEIIYYC7i71/uv5kgTO86Xg6gF1qpR9dLGnMTwfBB20u7WQlYhl6ybaGEl2cOKGAahkFAOyz3XTJ8Fv6rXr+SUFVy6g53EcJi0QSc1mkE4BztCQ+9dRTJSUlox+PCwcOt9s9SjOHiQWAiOkcgDBefrolTAArJ7zZOW5T5wSexTMrfnrWvbZv365GBMVc9mE4VDQxbCFa9NeRjuHo/tcQGuLHX+qacg1jk+8qaToLYCOETxO6AYhgreLQhJRojpMpzGILstiibLYgi83LZDPcDMOpya8UFE6zWP1WWuWfMxpPmouzIvLdIirFRwEAiy4dWPNJqiGW1Gh5r7q6X15peJVHeFKilX/LQrwod9mia33lq3Litsn/a//uLL8iCEJW/mCw8hepCaexBgFxX1H/km/evSnyRzJGsCA6BNFjEENefazP8EWaPzgB6Xj0Ui/R1sTCir559Y0Fg7+f13K1x7er0/nk7vFb21JVpkGI9rOl18buFN3vMN45cb90gn1Euh0DJcEoMzV1QFo5yGbN8r9rHKkFhUljCl0y6LNCYMheGP/5YYHqrLyGwxt9I5UNGzaMJuM0Ri4UOACsXr16NCmqNp4AOI/yh3p5+pfPswwIwX3jW3IsQQLQT3531r02bdrEMoDx0Si97UM6ibsVCJEz36S3ObSdABDCkVOfHG8+JIaGLMXzLVNvIqwJQD+TwdOIdKU7ufxiviPHyTjSWWcGm5bFpmZxadlcajbH80SjEhSgmPeL3PpHOsvGh8pn+bX1aj0OZU2Hj4sBC/UTQDG3wG8gHfIw7SfV3R1HOoy/d93DXY0nTEYWDoBU/jq96i6t6Xfd0oGKZWna5IkhHTGfTwhAfH5m2998Q35S/T9WPTQYqYThr/Yth8clKCNjtsaSjqEIc890n7SGElBFCSFEd2jKwsZj6ZK35epc3y+uPPX1/MGjXuuPdhW+d0qtdaHhR1GKkvRo2JZAJMvoCBsNQoGDA6kmRnbwDzPphm1xfOVUn2hxaNYT59CxhMaO2FsaIMAprxjfen4kGU2caLyMAXC4XC4pbSb5MCkA7Dxa0enlscce+2tThCGEAGGRPTiUVmQfXrduXfK9OtpaGPmu0E6y9GpCWHte6cQH+ZlzgJmpDx610SEqhIPNWwIH3wVgm3G7q/jyNCKnHnAQJqREU9MYu4t1pLOpmVxaFpeSwTJQ4CAq3x+VL7q3PdEBEY0nzRCM3l1RqTwKAFg+r7fhK5tm6YgDkUWXDADxN54snpRo5YZEpEM5B06LuH63w7gO5Ssy6n4Y24503c8Hyh/Vd5Azco0Y6CGoeMTutNPiIrF6cWDJs7aGT3kjFsQpO4Rs/swywgDDjtIl+87GbAU1iNQFUiUaOtSQSceHpx3EGB42JT2w8qoTN0/oPzZgXdmUt+lERkBgpGP/uq5zgvqL9LeN+ls/VS2jNMlFkNc39cuDP3PclRs5om7TitTqKMfOExGBMVS0FJnY6qFEUabU3yudhL3tow0YXbx48fk5K8YAOCRJriPJrQnO3bccL9v781gCENybd+rtrjxCzp66MjtX51ojulcgjQwmJNpSe5QITFPEA+oACqSK2nQShfDwF5s6ju5jzA77zNvNebPH0bYFv/rY+c1X715Nat8OwMrYU1lD5HWUApj3s5y6B3qkmOe6e7rWf2L0txkqjwJA7c50+etV0cHH3EK/IaYjRijq7ulqH0iU8KD8sJUVfZV/1KxU857Mql+uq8+mu5vXPetd/47FQB9GkNo/WOrXDqm39sqn/GUzorV/tsZigf5ICF5d0m/AC838EQMihBAUZ0SIRjckJqL4zoykgwHunNyvxxG9IjM5LfDE7LY7inq8IX7V/vwX9uenmyPQuFS8HqCJYhnVnasRrgJkyyiOWK6ZM/T3JHtIJ/tfRyIxSGH3n4ohHSFBPUjlLBIAEEZnENiyZct5KCmSJAaOJMVH4zdJGXHJRcpw6/DR0TOokWTjxo3+KGUJoRQFtuEIZedndCb3y+anyz9TuXUIlFsqjQzGq7iA3Be2g3g4NXiUQgDrpIaCF63sRIc4KAz3De3bFGzbb51x29q1a1mW7e/vf/Gd4deO/cg7KCjla+HzM9V/S1u/3bbtp3L5Rcmi0dBsNZAOaHYQ6XvX3dXRPjiywgIUu5PVevGkRCtfj0MWo4a2/C6vL8CAoPznmdue6VIHxXyf00ZzM0XfcPwM0k8xAsA4hgJw2mnVg8HK5Y6R9JTqVx0etyB/QDzpYGKVl8VXeCWuQRXI0Fs3NH4B4o8ytxQqDgiDFqOFigEYZw8/PrPVwokE+OOhcX88NK4/xOkVgfizolpGDT81zgsLgFJcltEbIvbCUKO6VnW/Uv0bAECmncRTjHiJeewRgGNGm0RqtVrPPmgESQAcSYqPJtxUXFx81uogEnB0X4BLRZXS0tLnPoyolo53u/MYgh9+/6GRxnu93gm6nhQmFjwr3z0iWDsJAEpsoXLzE8COoSPMlAm0BQBRPCH+uIJgDjroFPukXzUQiK783Z9XrVolKW5Lly6dMWPG7PuC0s6Nx/jm02z17f0LLx2K4Q51d56p32cINgMgJ78BAJwmsfKtbJmzIJG2MmdgzWepScz6dfd2JyYdinjShSV/Ta9YlVH/lCHx1+BOlKwqc8JLfjVySBIAoPYPluqqgO44tXu77mdDFT+K8dHIJPunUaMAACAASURBVLD5NCePTfxnIB3P70rLSREogahOnRg9BVCx4+9H0+OVF3UYDIiDDr/ZxomLpp1eNPW0lRPfOJH10pG8Tr9Z/R36iVqcMjyijmJUQKWY0RPmMjONLTeXyMSB8akkPvTLGuz0OSapbyXupalRBCxzlhbTNTU1klVh8eLFo8xrTygJgCNJ8dGEm/Lz85csWVJeniykQlJVevxjABwAMi8uZwlYhogUNlZgGFxJd440eNMmueMmASwcbCYi9c4jBF00Qya3OnVRvS9KxMMwPJjpAEmXhkj+lG7WEwEPABSN7SLSi5xOuU9fSUmJ1Gjq1Q31//XytZWrC8oKw2UTwhCACBAxpj0J2HzApqXFqPNNV8inem6v3MJevcuM57K5J9HTSTl4mXQkPf256ULZxLNXqQNQt9xXUTVCAhUBYuhG7JeSdb/y1f7F2t7D6HHBFyArFw2ObNeI/dt8xEbj/K/xpENSpxraFAOHTnmJ/yoABOSGvD71rZUT7yrq+m5JW7o50tDh+p8vCzoDZvUHBQVmpmsQZxUKAMeHHE3OO6YEP0w6SpbhME23ElZI4K+x+0+prtlQ1HDiOQYmlnzelszAsWzZspKSkrVr1563kiJJAuBIUnx0pE1nrQMmMQ5iuSBfrCobN25s6hSlkOXbck+vOVmSYw6O1CZy7dq1BOAZYuWJlScpFsKz8t3iRapq4495mKTQQc3apKz0kVT9fA/COsi6KPBJm7BgmvWKW74V/+1XXnnlPRXf++U9x+v3T168+cbW/hREqAE4AFDU3X6m/gtb/ONdzawvyw0seS9T61YaJytv6pa7q4wgiUmH8tvW77RX3+0tmxj2BUjsGCR4Htb9zLe+3pzwSNa8aq6uShIQSEFQdV+go4ep32FSZ23t3+wetzgyxdD5ZQkBwUNzfJQQUTdetW7EO1ZuKRw0KC+GShwGuAkKzJysQe1z5JNErJw4z9P32EUtudbQhx2uX30x8ciAY8cZd8LTQxMtt/Mll/nfSHxq9c8RCkrx1hdhAFw0QWsORgzHkA7pH88SniWE4FQwtstsvOTl5Z11THIZG+PoWUsGDQwM4IJ9sXpZviUsFaEUKUKU6Yla/Hs2JBz58UcNUh9jCw+biVh5wrGgACEIUV5vK5WEAPvJzAz0qG9VBuCkA+rAELHmR4/bxCFQUIoA5R96KLG6NHfu3DtemFI+6ciq+e/k27wbDl9U+8lVrX0pxpsFmw/atTZuMX8AgDLPCCVIlAG1Hyk21EQ3sic1Wvlapn68+osbT5gWlAUBzJ0erHg+QYSb4aMoADhttLhASGTsQPsZRj8yTmQwLpsmzJ0TqXw2Ra+tnJVoyPQkzN5bOkS16a2b/Dr2Lvlf/RHm1omDBuUF0IOFqqcSYHt7qo2jmuaqjJEOUVqem9v3xMzjJalD+/tSfneo4LPk1UYpAERgOjMwQoK8XqNRlneeiAIwRQYS7YAU35GQORNASKAAGEJ4hvAseBZ0FKFfS5cunT9/fvIxZ5XEwDFS8dGRNg0PDycvFyypKhfoi9XLb+r+DIBlCCG4Z1zr6+2FV7m6nl363zHD/H5/1TUWMwczR6w8cZgJy4BnwDIgQAozrN20Cni3w5NNz+iMHrJQwEaHidLU6yRXTIFUoScioHRqYTobjCnIqpdt27bd8XQ/IhRR3FO0v2rGR25u+OUvZtfuudof5aU5VnfrmYZjuiKG+h4+FKBYdLF3zefGe9Q4M9fd0zFis0gAQN1/dLcPxAYgNnfyTgt1WkRpr/qnutdvH4G5GD+z7KLoil/bYlauecVS/Xh87zvde6ItOG207ilf+RNpzW1s9QNqgKkeRGIVCZme7EhR9RSVbiTSVkAIXjuS5jCJDBIRDcQO/qwrRV2Gzm6qt6o29aW8dTK7K2Ce4PD/99SWSzO8rUPWVQcnfXQmcfw0Bb6wXDfNfHKkM6p/lcRuAgAuOjSSfVQkLIBQFCwDngXHgmcJISQUOUvo15EjR84pJ2UkSQAcSYqPxm+SZMqUKVK54JG+Rtp9DBnH/fff/5e9ESnLYbxluMThGxL4PR8Zqvv09vbeeeed49MZM0/MHKwm4rQQniUcSyT7aC7TY3hiEgCwY0hKqFfvGPXhqbZNAVAYPRRgHFY69M9j0Znm1oOhZKmoAFa9ftjr0wqX22j4/pI9VRd/BKDmi/mrmy/3R/naj9IV90pcwXwAQGOHUlc5ES44zWLF67kJNii7eFKjlesy1bcAfEHGFyTFuUmrxcR/l4xrWPn/hsofMhg7mr9iYkcmEQIA9Su9FdWpvkCMXzGRzgJ5eftxC9VNbxgsHQYEYUDeOp6iKi+hCD3dFz1xJnKsI3y6O9I/GBXDUQsjnuyKHG2P+IbFcY6Q/hC8IS4rk5lWzBWW2EpnmkqmcOML2RtmDv3HxPZZE0KXTgq9cHjiB768664WfjDn2HR3V4QTLTb6m52Bytc1LWOP5caLA+9JdUaJ7ofH2kQVyxUFXJ4iaZ3AJnZ8WIOdAynTOAYcC44hPEt4FpTSve3R5I7Ljz/+OOklGa0kAI4kxUfjN0ly1gwZr9d73nmxI8mH3jxCwDKEIUjnw+/15H0j43TtU9+Xtra2tvr9/o+2/tNhJiYOFo44zcRpJhwrFe4nAtg0ZlhjqgQE+BLTUzEYhhxJSdQKg6A+kiq7Zik62XyehodICoCsXA9DcO8Pn05+tAUFBfOe7td6HQhAhEKEjYssu2jLw5M+DkT4y0qnbGiZKX2F/Gok/Ctv6Gr3JXOOGNojaDtq8FhXYSAdDYctZQVhw2CKhdf6y1eMrLAYu4DU/3Gw9o/yzV3/gWnlT3RRsOr4JEIAguUPDje3cg1NmslD3ZTw77lb+zSuEcsaCCE43iU+0ZD95ueBjZ/5v5nXsq891BOK8A6xpIidMpVPzed8aQyTy6UU8FnF5oxplnnlzlu/kzrpRvv9t/X2ZjJMiekNb9519zrvuscy62JL/ni+ZDrjLjG7iy3uYotrvCk9lzdbmNtKh95c3PH7RwZPRV37Q/kXzbEXTLVOmGZBhN44mV309/BbrZ4zyL04+N5xn8PMJk5VpLqTJC37w/SZpT8YdJYACPMjmgVTfEcYzsSzhGPlfA4ATR3JLKNLly697777kl2OUcsF1RzVS/ImLunp6VOcvt2noiMNOA9paWlpWjbVzpNQlEYFnPDb09jAu13jNuxoPnLkiM1my8/PX1luL85kOgdFQpBiJnYz6RkSe4Zpl088HXJmsIMABBFRkYoU+8TpM3AAwGl4PGinkoFDLl1JW5iJheJxCggiOtj8HKH1GH8R6dx/SzErUlRvO7s/4uWXX76f/ZHe5AmWgABhtVksLV+fV3tL6OWTl1zhbinPMXRgkKZTxT886+5sl2cMdJigTKo1n6Yuumww9omtFvsjpPwPOfX/3QlCat9PrbppQLE76sqLsvCFmOZ2vqwkYkh4Z40lSJVXX4A0fsnPvSKy5Oc2GTiIrk2zCoJahzrl9woUIqrr7NXfHYIAnw8VNWnrftzvNFG5BKmg1CUVtAKlDUcs1xQFpIKjgghRABUpFREKiW/t9NlsTFoKw3GE40lHn7V2T17NtW2T8yLZ6awjjYWDRYTCRFoHxP4AzXQydjvD2RnOxvB2hjDKpYnSNRssi74+jIAIvwi/iFQWKSxS2BAweCo82BoO9gnp2Vx6BmdNYaXKzLX/cNhMkceeab5zOgfgcI+4ZL79OJm667i/O2j+/uRjJlZuAxvvGdMDx2t7Qu8fCR87/OV377w+aM5MHTw40h31eQd59CqOEMIShKI0FKVH02/auHFjwsFHjhw510y2JDJmkaObN29OYubwer1jEsShl4KCgl/tiEhp2YTgg+6cv3UUfiPj9OL/XJCfn5+fn//CCy/cMo13monDTJxm4rQQjgHHEo4BS9AhZCh1JwDgsDh5NntAmocpkFmlXpEJESsIKMUA48oRWgmQIvQ1dhJCSJgmzlyMkfvvv/+BNT6d/UImHYC2puryvmJH9zPT3i3PPtTsy3zywE1buifpP6S82Ghpjzupif2yumF13+puH2Ar/5pR9Y2BxGMonFbasN+c+HPi/px26skSqldZVy4z0g29k2hkGfLLp9lpp/U1/c2nucrfpsaRDs04UbstJV49+ePb3vf2+d0ekzOTT83ixxeZZ1xkefVYzj8fOVU0nv7+89zyF/PnPe9p58xwcXBx+SWWGXNsWVMtKSUWWy5vcrIEQBQQAULWf2BddFdQ7urAEkDJAxBg5kl6Lp+Ww1sdrMnMmCyMCspV/+FfeHP4tqm8FEqSn0J2Wu6cSA99u/CkRDfe78h5ozW/JxR7YvWoQSl2nYgCmDTlotfebxwpKVYSngjS/axejSRO1q1btya7DOcoYwYcfr9fMnMkxA6eHbMgDr0UX/efFLK2crfnVEXeCSsr9Jw6ZLPZZs+eXfLFspPd0eGw6LQSCT44lkhlQVgGfmpRUeOgOHkGfwwAAQTCOpWOkHpdIVM8Iy11sR5pky3S8+hlDEDZOSOGn8XKpP9QzBzKR0d0qi3F3PH+6u2ymiAhyPzMY7v7Jjx54KYmrwfAwhmDaxqTKbErb+5uPJ1oziviSRVu/W1u3X8ma/oNoOpOX+ULowvzpSguEjq6mPZOpTiI+nuSYwdBezez8tEhaVmSssmRuh8OrHjN2d7PyusJPm0c/uKQVEwQZflhNbQcBH94y/vyNt/4iea8IpMrl3PlcvYMzp7BNQ/ZNy/vdZdYCkpNP/2Od9tverf9ZcCZxZSvcCODRwpLrAxrZrRi64KSl0yxZoMFrNLhQVpQi6aHKEdIuodP9/BmC8Pyqu+XQKQrftMnNQwkBBkzrrcee136WbPT+y2ceENu553jW5185NMe99oTRd0hM2I0OQoAN9xym3ylPJ4369+OjKytcAwkZwoAhmB/h1BQUCBtiun5WFNTI3VRkeTo0aPr168/cGBUVSkSypipKpWVlXV1dSNtTbMyxJLa3x+bN3XhUnuTZVYuE47SiIDXT48XRXp5WtdbLY5V13lFhlCGUIYEw4hGaIqZDAbpGZ/YPiD2+8Vmv3sc1xsV6e7gtEtNB1mCYJSKItppdg7kgHqqJI4IlCGEMDQapqwAlqdhH0k9crr/P2dyAqWPv9mrhn6dVTb9IPX2UpMGSJSCEC2VnmLJlqyV87sMbEdZru+curVr8pHm5nfuOaKtj3k4A+V/GVd/f3vs41p+MJJ5/+N59cEzIMTjEnTliA09ECTFpL2fAwNPpmhYrx9J5B3rt5nKvx5Z/5Z5wfVhp13vYFRe9XCpqioivWRh+ud/6ZfbROjUE29f9M/rI/XHsyunHnfYGbOZDITAcrhokn1yNkNFiCKt+Us/byXZWVxWFpeVxVqsDMcTjieciWSksU+vS1v5iE/tBUUZyA8NoPxhZ/3vB5ULrByP9MoRsFj/jmXh9UGEKYIihkQMCwCQwsLJqrtQEaE+weJkwGtuOfPVJ++dwVMAZgcBTvUOVV5poRQDYd7JR2RmoUw5SvFJr3t/v+u67I4CxxAUEOFu/I0+pau5uXnRbVfwiVyzzT3iE9fZQlFZ9Xmi3h8znevr67du3Xr33XeXlJSoloR//OMfO3fufOSRR9asWVNSUvLAAw+c5ZZNJGPGOEpLS5MUELTzY+lS0Uv11jAoWEIYggnW4a+5urLNwamZzN9PZn/qdee62aw01m0nDhOxmwmrOisJV2Du9Yr29mjGFeaDnPqkJBiC3TAhKQjgZVwsBAoc56byNAygn8k45RUJQVhkR48aABZvdukmEpVVfR23Wf61nvYhowVUuRnKcw+tmvXW67c3r2+ZXnNofqs/7llEAaD2lh5fMPGVLf9DzrbF7Z5UofKvI+fFKeJxC5WrktTF0+7R7Z/wABbeGtr8vsk3pOBcjMKSSFYu1mleBB9+4HtjdffLL/bU/IH7sDXzsUs6p023TJ9uyR5vyh3Pu3P5rlBkd3v43b2BJ//a78jmxk8y50805080ZeWZXDm8K5dPz+XTc/gVr6WvXDIMJwsnCysDjhCGIEqlv3W/8DV8zCMKA9cQZBzxDZOF3wgiShGmAGTLjmSgCVGEKEIiQpSEqcVG5JVh+W9OHitZn8zjL0N4aPuxCAGO+RyppojqF4Ka4UBwmbv3e5OOFjqG9nvTXzlRtN+b7o/QmETQ4uLidVu+SFgEzMKT9FQmxUKkv3g9RepMtnv3br39cd++fTU1NUVFRc8888x5O1nGDDhmzZrV29tbU1OTcCvPjmUQh17++vo/KKTmgLjc1esTTBs6CnMsQZfgvcjc88RWz7pDGRYz53YwrJLKyTL4dCh/b7AwnR2eYOplGfAsoUox3QCsBJJdFJTK8NFLMgBEYJockZtfhBjrdUUspejgJ57TAe/du7elR9DMHKIGGZI4TeKSD7Ji55tuEjpNYn1j37KpW9xm/4bWmbWHv+YXeG0MUJwRXrElgaG6Ym1O/ffl/Lq6/+xu9ybSn43KRX1Nb/1uXR8Gqvli1WEVi50rlw5LOLLw1tDmD0y+IWI4/hGwo/oP9rmXRPZ97l//2+736rqPveO9Kospu9xWPNv6yNd93yobmDmVeXlv7o729NzxptzxpnQP7/Lw7ly+5FLLw993TbnIkj/RNH6iKb/IrEKGK4d35fDzroiCZ2QqF1VMrVGKCIVAnRax+SvG0BRK5TuULlnpQITKcBChcnFDQQUOUYaPMIUAhEUVNTY1+Ce5GQJYyr4VObaFAOPTGABtw7LXSSV/ku9Hb7qZldb/7cKvZqX1b0ykPXg8np1fnBTyYlNLnCZkpDDpdibFwnBM4giO2tramA4EK1askNLbamtr58yZk/janE3GknHk5+eP1JTBxpN/E+O4/fbb/9oUIYDUJfD9ntybs9smWIfbghZGFJdMPXl7dqd/WPzDl1k/3pX324P573bkdkbTp6QFbs46KUWC8aziXCcgBFnogdEsqr5tZQrUZWe488p8loLWrD2H1lAA0tLSZj/t1fDCiBqqpUNeTigUcwv8AGxs5J78/VUlOwDUfDm/9pCCIHLNQcNO1e+61t3Xqb71pAmVfzk76QCw5wg/0mGAwjdMVv6/Yf0PWXhr6Pk1FjmodKSfQOAbEvNOnnzl2c6d24fSMrgJ0y15UyxsFlcw05I7xfaLXePmXRHNnsw9/8PB75SHlv0t86jXkZlncuXyLg/v8vCuXH7ufMdlV9rHTzK5PFxqJudIZS1WwrFo+IQrvyok40IU8p+gWKPDFFEsuj1Y/miqwV8jSC40tHczMjREFOyQlDIRCIsyZEQpBEoFSgWowLH49/0E4HKmhfe+Kt1L+amEEOzpS9foBgBFa4QRO6TH1RdtI9L2rQ0fPvCzv0gxo5I4zcTtZNwpjNNKfv5BgsBiv98/UiGL3/3ud6dOnfre97430tcllzEDDpvNlryG4NgGcaiydOnSL3ARhexbuWfcqXQ++lpHYYSy/ziRHhFhYqjLJPzokq7VN5x+8rLTFVPOnAym3ZTfy7HEwhOOAccAMrcgHMdlMwmshm7a00FyC4VmACCgwKmOXslZmyRgdCR56dV/aFwDCRBk0Wxvw0mbvEkV3fKisoE1jZqeYmMjy6ZvqZq6A0DN/vkbWmZ++2L/mk+0fNn1e5zVN8YWp6n7zqhIx/L7fUt+lxK3TZZbH071ZIoG5yvF8scCz6+xGFQV3X7vvtS3tfZM57veuVdws2dbSy+2ZEw2Z0wyW/JMyOaRxq39V2rdM0P28SbbeBNSOaSyddW+K6+gDz2X4fLw7nF8eg6fksHZU1mLjbHZGCKxCZk+oPYvNo1oqK+qFSNMERIRofXPede/Z0EU8o6ypQN1VQPqGA07eCJzjQiV4Ub5OggycHBRSjgT9fepQCB185nkHFLDggxRJ0iAHV+7/rYEV0SRioqKDw90OFJk/ZFjcLRHcKcwqRYy82sJskyffvrphEESy5cv7+zs/M1vfpPku5LLmAEHgM2bN49k5hgIjr1LBUBNTc2zzz67cePGoTCVyvHnWoLvdI37bv4xCytkmII72mw9ERATWJ44HIzDzkzN5XLsUZYQKw8LDyk9X9LWrSa0Rd0cBC02QnrSEDYDPRYapMpzY4C42rwRCvjMictPJ5fbb7/9jjpfArqhkxU7lBCshDoLaH1zgtx2GxtZNnPLPQX72/ypx8mc+lNTADS2mRdMj03lhkQ6XlYfXyR+gCoLroqtOiEdefMJdttab6w7ETJ2VD5p1+9x6nh42ffbXvpVlzOFmX6dI32G1TXD6pllvajUmj/FnDHJjGwOWXzF8rTqxwOws9bxJtkeaWNhYZxpqF89eN+TKYRCm7oSIqgTOEoh0JLxUdl+oTapFRVtRVoIK3AgUp8POj0Fa96weOyCpqdENJKCiIIUsnEEVKBUpFSgiFBvvzDbw3DFN2GoU6UPLisBcGVWr961r49ej8eO0Wj0G/f0ZOcVSMvL37N+992i578YH2/gWL16dcLo8rq6OqvV+vTTZwlZTC5jCRzDw8MAEvaCbPeNPXDU1tZKmlFBQcHKjyKqXzYksoSQsMg2+dzDYazcm9czTMMsOB4ZaQzHsD+Y2cUysHDEwhGOIQBYhth4YmZJh5ARP4O6SPYRMkWNN6cUfWz2/CKWAvMfOd/c5MKbR9xEAYpFs73JfJkUtTd0x63Vthan9CybtdXDnKg/6nnl1Nc/7S40jpB/ZN19PaMhHXNLQ+U/1mXQKVsrVzgN442vdc8Mlz/oBHBoX2Dpora3N3gvn+8ou84+c77DPcvqnmV1zbCmT7OkFJtziswkhYWdhZUpvz6iuWBUyiBN1yhd9+xg/VZe0T40w4SicQBRPH7PsI5rKLCir8MWoZLSsfBrgYqaVHkYBUJ0/VYrQqJGNyIKxRAVK4meyEjwIYKKdMUGX9qs24VDb8acyD1dFrnYjy7LN4ZlqPaOQJiOssjwKw3HvvnAowDGsb1r5x79ZM8B1RErSZK2bHv27Dlx4kSlIqP5ungZS+Cw2+02m+2svSDHROrr6/VfdP0Dy6jSG+zevFODUf5r7m4A+dbhyXbfM5/mDQ8K4QhNMZPHt+UyDHgWFl4CDvAsMbGwmiBQQ9qbKv1ILxC/kpalLUGRvWo8Sym9ccH5dKUD8NJLL7UkbDGjzMmFUwfX7E2LXa97LXaHl/wzM2Yv/ax2msXqD9weS++qK9+en3e8qSf3yV037G4fr4chT5pQ+VLSdFhF1i33NuwxhJY1t7DbXvImADXdqicf7P9d9cDeXea77va8c7Rowc2OmRdbUzI5zsQQSEVYFV4gUgi0YSe3cEEIAhSaYKAS0vo9BzjFNqFTMZQA09p1Nk+6qDpQNFYiUiqqtaA1V0j9T/pq/2aHSBGhCIqL5g8jqBg4Isq+FKCgoo7pSNYNgVJRXn59f0oMakik4/0Wq85RbtBTjCk4hADvN5+lxbReHn6qduOenj7BKQriR03HY7YmactWZ5TRf6NezgIcSWoIfqrI4cOHpTVXXHHFSJ8zhgYOv9+/ZcuWmLpB1dXV+ztECrl9+StthQzBpel9GzoLZzl6fBFmf4fldBeprM/+642nIwJlGHAsTbcTu5mYWPAs4RkiUlrIdCCGSQIATNAiyinQ2tpKgbA4qoDRhJKWlrb4jQTqg/INFKDrD6YkmpbqqLhtcSvmFgXU9k6lGR3PXPmvKzyn6o+XLN5yU+ugbCKpe0AhHYl1IvlwnDbafMrgJK78WYpRSZFfGz7h33s1cvDVgYGtg1dYQ4/czFZcEyorjtQ/17/k1yk+gQWB7omtIwsCav9okddIeoH8kFewI0ohYPmDw9Vr7ArdUCe2PGzzLrNmfYjCMM9FSqWwHKpYOsMUITp3WsjnIwjShr2mhWVDGnAIarwJIIJSSkXolSAqgAqgIiDSiyfJIK7eMwFYO+Bp6w2qa5X0Gt2yETs++uocgAOAIyVtX0vfn/G9GLqxdu3aMUmBTSLJgCNJDUEAL774YktLS0tLS2enbKsvLi5evHhx/Eiv13vbbclMPqOX3t7e5ubmhGm4K7aFKZVtFpen9zIEBbbhkMiIFA9NOP7aMbeTiaz+RkcwKlLQFAvJcbJuO+M0ExNHrCaIFF3RFDMTTjEbKvAGidVD2yX3I5FjL9jhgV5KMe+/LqiGEopuNvo4dZskE+PViar46YYtn9sb129Jk+oP3FXX9C/ZHEsoyiceWTX/3fyUgfrmkpoPrxWIvfLFUZAOikW3+yt+KpOg5pPsthd1LV2AE4ejP//B0L9e6LY3d010+TOLOXuhGSYGVCs4vPLHQ0tqbCBE5wfVL9CKW0Jy+p/EOKhinojqqEeUluRFFbqh00EohYBFN/t1KEPlKHLVMiq52CX4iMi8oyw/tHm32eeltW87EaQIiTqiIVc2oJRqn6NjHBApFfD4xzfxPYaMksOYYkXAg/aJ9gG9TVQtlYxE2JE3edbZL0ScxFg3zqMt23lIssjRRx999Mknn8zOzu7q6nr66af1NtimpqbPPvssvnRNwlS3pqYmr9d74e5YCZJGImAvvPDCtKYnCUFURFSgDT2Z17i7/QL7VoenIr+V4zjebLq8QLBZGH8YgTD1R3BmUDzZJ3QOilEBg0HxfW/xPGdzMEqHwzQqyLdNE2bOpPsFJdxPpOgkHmvg9OV57FMfxJkMz0W8Xq/310UFrkTYrVyU2s/cVZf1GTLZ9K+EVLyRu+6uDuNKgJDKTVl13+wCwZpPUhddqeS8qeXCtRZHxC/wm5uLWwdS75/T5HYEYiNEWUO0qC9IGo+Y5s4Jly9Or/+1V/qE99f1D3fRkwHnRFN/6jjeVWBKz+bTMlgbT9ATRW8UKSwcLBwMnCxMZP2b5oU3BBBW3JzKMbd3MZ4MQdZTKMAREAVEVPOEEkJS/lR6fU2/fIREpgA+H5xmoDz8iwAAIABJREFUqg2jyjnhCJVCSCMUEUpUNUQO0wCiWL/bdqSTq/6GrkmK7rRTClEEESkRQEQKEJGFyBBK8McDc3J8H779scYfmzF5Mo5Ky9tOiM/dalMnmQQQ8tFRwzIFesp+NvpGSjEiMfFdu3YFg8ELLAs4GknGOJLUENy1a9fnn38uGVd6ejT/ZcJElZaWlgtHDanCapJu2o899tgr+yJSxilDcNJvZwhsrDAYNUVF8Izw2lcZQ8OiKFAbh0wHk+VgnGaSYiFmjhCAZ8kka6+VJ4KoPROGYM/BGfUCS6+9cF2Zz154qH6ctpLgAxs7LYb3cdqEFNARI+V/8dTdIVcqX3T5wJrdI9QHBQDY+Mg9Mw40fHrcykdX77qkduvl/vAIgRuQFBa2odFU/4K39UR41Y863/ljb6GHC7ldt8wJZuTyVhtjsTDWNNY2zgQTgZmBEugNQiTDZPsZqTYGNeoptHK5Q3ZeRKieI0CE4jTVjJ11PxzwDRGDqiJizTt2xQyh7BLVMQWl7wTVKSAIUwQoAuLCmUPbj1kMBFAXa2PYRQRViFJvwPrN8V/++n35KnQjYwApKmoAaOkTYlywcZZRnKtlNPF1tNnKy8tnz579v4Aa0ANHc3PzEZ0k3+2aa655/vnn6+rqli9f/tRTT+k/JH6wVP7rQqS+vl5KeE0+bIc3D5AJ4f3jW04G7AzBooLjH/ZkiiJ9oLDtid154aAYidCBYfFgW7jDKwgUdjOx8GiPpF2c1h+lVKRgIBc07kbmAFJUBVXCCqkVwwn2fPpfxUrRzUZFxQgMFNVXdfvCTDxeKK90UdmAXGpUGTPvxfz67xiaRTS2GdEnkdQ92OsdEh++8vOqeR8DqHn76pd3zvSH+Xg0W3RH4Gf/w614vOOdvw/MmGOdOtv60Ev5914fceVw7lzOYmUsNsZiZRAWYWZgIrDoNL+wiDCteiCw5Dk7GCBkUFjKpkaNjgwZDkCVAC3VoxGlnjTh1p+6tD4SFKBYv91qGKb4U6iowoesfWhrIhQhEQJtOGZefkO/rJuISu01UUMQKlJZaxGhRH/RN45f5OaHdx8PAziEKZnoSYWhfLHLppUaY+Iso9Atv3d4VJWik8v5tWU7D9GA4+OPP/5EJ9LKkWoITp482W63A7HhT8PDw0uXLo3hHRfYhGnDhg3l5eU2W7JKvJJs3LhRmt4MQwjBpvZxUnDHQNQUioBS+v3Jbau/SA9GRH9UTE9lszPYTDfrsBILT/b4cgiBIIIh4FmIFIfo5CK0CDAYDinQ1dVFKebff5YuUKORl156yRswFvsyztRiV1gO6BiJ31CsaNB0w4oNudsejLUxrby1p7HVrI5PKJ40ofJP8ufYTJFlt3x0/1X72/qcNZuuqm/U8vpfeGXQdcnJbxSenHqROXOCKavAtKczZdvvemEhrmzOlcObLYzFSiw2IodXmglMutSVCEWQIkgXXBv2hRhdPBV8PlQ/OKSjGzpXq+oKFQyWjkU3DmtwIAIinXtRSPawGJymuh2pYby+MuP6vY65RcElb7n1YKHZOCTUECkVZYsHBPpE483fm/wJFTDbw36J6VNxOP7EOkySvxWGymSJsGPHVxdarea827Kdh2jA8R2jIGkNwR//+MevvfYagI0bN+bkaN2lpkyZIrUFGKvjq62tveeee0Y5uLS0dMXWsEoLK/JPhSlLCO7wnH6zc1xIgJUVrsgY2NnhcKWyWW42y806LMRpIWaOXJt5RhAhiDBxhGNwWCyaSo6CIIMaqhb3MtnTshgKVFRUXPivS0tLe+AVo29lJNcG9EQj1kQqva18K3vd3R3x3+I0i9X/dJ31YOq+1ytnsisfXpzTt+z2neUXH2tudy3+8/yvP5p1rGHo27O4r74KP/IHnyODyyowhRkWFgZmBhbGncOlZXIWK0OiSiA2ITAzkKr/SvFUYREBce7MUMWyVIhKxodAK3/uVGKulNmu1w6oLuJL0VYWXu1v2GfSLAQUC7/mV+ypqpdXr6do4aEQJSuppo80d/MQlVB9vaoiqTaibrAISvG31hm/mvE2BPQPi4x70kXkgGoT0RvXTaxENIjKNRBT8VTZIcIl0yjPKhfSlu08JJmNI0kNwRdeeGHv3r2VlZVffPHFihUr1F3G1pxbU1NzrlEhmReXB0UWFAwhOZbgutZ8KRTdzAj7+h1hAS5TZIpj+K43x7f5ze501mElDivZ0ZM1xTFACHgWJ6K5e4JF09ivCIFA2UwiA4fEBvrZzK8Xsu3hc0iHPYsUxUWCGa0ny6/qHrFcIAVA5xb4a3enVze46249M1L8Z9VcSVtMFh7qSRcq1ySu4eYf6mz4+8szw018am5k6t2W7MnfmcG9+ZJ35s39C+8Iw0xk7DAzGbmc1crIECC9mogMRRElFjMoIkDrf9m/frtNxhcBHpcu5kpUCueIRvjQB4wKFCJWvOpUxtD2XrasMCKP1AwilOoZh55oqMYOCohYdKkPFIsu9a35xBnr7VKKAFBFYfFH+ZkpHVQAFehfdwWmcl+NdFZVVYWJjRmNzXMbZfu1keRC2rKdh4xZPQ5VxqpCWU1NzUgpc0nE6/XeMPeqn88+QSkESrd1Zc3P7hZEKorY0D5+4fj2cSk0zUpsdsaawvYT8xPvZD53dVv9IYubGez3i39pLbkx7VB/gEYFEIKj4VwP2kVRumcgiPhkeMKDha07xLJ3tuy68N8oHTDWFKVZE01pxSlQUT9u3W2K2ULvPZHfkop/5K67q0PvodAty56UJW9lrLyjV/OtKF4V/YIvxDR38mWTw3p/yqYdwa1vDNh4MAwUDEAgbVows9Td/s9J84X773CodTR0k1PH9v1UVlhUYw4DsGT9NuvCS4dgYnwiAxFOTvGDcpCL6HBEjumIKLmtogKshIDH+l32hdcFwBIItPYNR9UtPg19pP7esj8F8qdRaANkdgNC4QsSAE6zCKByU2bdbd0aE5AssCIVKSCAiJSIeOH41T8s3AEKkSFTlvfOLzIUl1dnFAWO9YpL5tupDrPj/CmUAkMhesfvW8+7QWryajj/DhnLyFFJ2traVq9eXVtbm6Q8x1ll6dKl54EaANLS0vpbD+/qdQEgINdldW/tymQJGAYFtuEhgQ9FaDhKxSgVRZpti6y/p+M77xa89lXOH49PbBrM/E7+EQowBFYeEYH2IV36WNUyOtTTRimefu78s4PiD/iBVxVtJSGGU8zNH06wSdFZGjssK28YmZUoIs2KBJ+gH2MV13yg9HZVtv6wpsduAs/CxMLEERNLTCxxDR/ytKw3h/t2bit48vdXtbY7DHZNJUJc5h1M3HQNUoTEhVcOlz+bgTCteDrNySmMQ4sE1WkWVAncUj0mIlW0FbO0afNnFr3rRIvy0H2gwUqqhoRS2vCVxWkSJbBb+Y1eSW3RDKWGw8CzzfN+WLCDikosqUiTnFQHH9exQYv40kD+89azVCdPIk1NTf/LqIF/B3A0NTU9/PDDVVVV8ZFgo5TFixdfSNzbt37wk6DAMooR+8SwTcq4v9rdu+Z4/q7u1PpT6dEIFSJUFFD5Vs6b95x85YYTS6Z/dcO4Xumq203EzBFCkEukcoEyLTvNFgwMhyhQVlZ23oeXQNRIMCTGjkWlXs0vaxzQ3GtymkSPM6qFn8fqI/Lb5Tf2NRy1JlVWAELqvt+35p8Odb8Vfxr41iyeY6Q8IMISGUGkxhQMgSf45aG9b+SnDW5oKKndeEnrGYemU2ilLnSJJ1EddgTpuh/0NjTxFVf55fSQsBrWpZgqRIOyoGkrivJSu8kubS0rChsMn6LRMiqqnhTVaaIFhqzf76TKtzhNYtV7bs2ZQkFFqJbRZp/7xxO3ah1vBExI01l/dSK9c5iV/nOJo0Vle8c7B8/fpdLb23ve+563jD1wqB7Z81NYampqLtDGU11dbQ93rvlqgnSFHio82TJsYwkBIXfnnZ6VPnRdTt8Pdxc8+r5n46emxSUnW9oiPX7RYSEAWAKeJRl2JizQMDVlQQtRocAQk3rVePZQIOtCDi9eVq1a5Q3obrpE2LFkq7G0DwUAX4jxhRmpVb0W0DEyNNRuG7kFJ9F2lHi7JFs/GGYZsAyR+uZJgbmEgGHk4kn/8ha7ByLePuGeSw9VfeNTty2w+p+ltW9f6g9wOuVFc17I81+UEcTJiNsPWBZeMowAlau9i2oSivaQ11lJ1TQWmQhUlQ9Jey282h9vm6AGy6hiE6U6cKEARccgCwULQFE9tz/ewCEt94ZtGmpQeP3ipAxtEtGYBQqHKabLXCx2SLZSr3ieltExact2HjL2wFFaWpq8c30SURNeL1D+sN9+7/j2oMgyBCDY0DaOYQBgWnrg5wcKGUJ+ecmJX119+rpJfoeDsdsZi4XwJmLmiJkjWQ4SEmhEwCGhiNWprj1MdqrYd9V4dvIN51n7ZCQpKCjQtBX1+4yycGqCkpMNJ21luXL5lkWXDDS02GItIHohWHdfV3wnt3ipum1oyZ/TANzx/3rmFbFSyRKWkct9q0Y+hiAg8re5D010MVPvOC2ZIWxs5OF5e6tu+AQCat6+avX2i/1B3qgaUMOEpLThsLnhoFktz6VRBs23ostJ0eym8uvcqcE179l8flJWEEa8JqK3jAo6m6ioEQpQPHTJoC64nF6cE1zyT7f2dZIXVsSPD95yaeop/cjf7gjI1yu+pa9i7+jyiUmwQ7KlnKtltKampra2tqmp6d+dkzKSjD1wzJo1q7y8fNeuc7Ydrl27dqwya39b92e3OfLro0XShSn3dEr13yilv7z42Jd9VoDQKDXzJD2DdbnZlFTGbJKy3cAxJBIFBYpMXSIFlCJ4fuIY6Okws3j88cfH5CD14nXHVoWL4ReLSr0NJ5V+ixQAqj/MKC9W2yYCBLU70w2fEIcdTrNYuT7zLNoKAODai0IgsA5EGYZwEt3Qaekq994+WMgQMAy+fzG/qcGvZKZRiLCx4WXXf/TwFY29PkvN+1fXfznZgBpUM1uUTQiveDNVQxPByDj0gVsG+NCqbKzfYVvzL7v2sTJzMIzUuVT1qXEAhS/ELCjxy0ggyorJZFdYgwcRoPhTy2XPlmyWcEcJBsMrnwX10e3apdNZSbuGtN7YGAE7zjXWadmyZVVVVfv27TunvcZQ/i2MA8CVV8bNhJFFCrMfqx5TAG6//fa1e6NPTj36UY+LZTAtxbe2JZ9hpPuWRAkbEaggUBqlHIO0dNZsIiYeZo6kWklYoBGRHhfyMpl+dYoNw5Eu9hw+E/QKlnMqTTxKWbVqldcfdwMaZcVOLRKs8p2c6mskNUqDgaqr4orIx5k7quYPjLhVJ+WXBczzui7KZlgi0w1ZJ9c9JCPgyt1HCSEMITYTqfl9v2bU0HlP8x2Dy+btKJ/a3NzlWvzWDfUHJ8doE4uuHXr8+kFtzouG3eNUFcVaqX0Llt81sPlzaxzQKIOV1FsdnQGlVHaVUWw/YXHwAqWKRYOCUjw0e3DN5ykqM+oLWr+Zsx8a15AvROdgrMk5/gJ2D1E944jHjk9PnY9ldAzbsp2HjD1wnLWGYIz09vY2NTWNuZ7W0DeOIbCy4kCEZwgsrMAQiCIopWWZQy8cyhMphAjtOR396lCo63QkOCzyPKREFZ4lAlhBBCDz8za2oIvxCCK+ZKaP7XFKUlpa+sC6pL4VnbZS/re8ups74wfMLfSv+Szu/iO6V2Du5MCSN9z69C3DZkW8Q+LjV4Alsl2DUSoM6MMQ6nsmaw9S4N4Z/KaPAppSIOoMHCIgotjdu2rBv8pLjjZ3u5/8YN6WrwpB0XDYUpwZKZ/hX/OhQ4YSger3SsA1pPOjejREOndqqKwwrNk7lb3kJ7/BzKEpSmoQx/ovnDCihvTX3GeiCr94o2NmOuvXwkYV3JvtYRNcLh3dAHDGJzLEEDMagx2bD5xztmRra+v/lZIiydgDB4DXX399lO7Y1tbWnp6ec6Ino5SNGzcOR3Cp2xsQ2cM+57357QcGnYTIvrMfzzr9YnMWQ5HqZtPcbLqbS3OzvIlwDOEYYjVxU80dAqV2MxEphuEojn5ppoH5Rey3H/zvMT9USQzaygi+lYZTtnnrxtff3TbShzScsAK6CA4DIsjLxVnGog/62a+smf3AmQybbBBllDIDuvRwQgjKnJ2GWEmCip/3aoxDgI4XUB0LQLG755l5W+cXnNjdlvfGiaube12gqN9v07QVETqraiL4oGoTFnmwL0gUXDAEkiu2WGMAmN69SmmHj6U6EiS7UUT86rqezc12UPrEoQXfy/sYCmpovJAiP5UgUc6A3ko6HFYKf6khpDBgR1vgnDns5s2bz3WXsZV/C3AEg8GqqqqzZpdIqXRj2M9SL6Wlpb/4MEyAcdaQN2IKU3ZTWw5DIIiQLBfX5w0OhwgRqDOFSXOzVhvD8UR6xjYOZJhI2MIRiXSEiBWAM3zmynx2TCLNE8qIvhWdXWPJ1qxtFaeSfMjKm3t8Yd01JQleF31tcM2HTt0q3WAFQWalE0kH4QgxbCdyrapPBscVWQ3lvwjwnTKTgWUYtANV6dDm2RWe1i+//KI4vbf+WHF2YVnrYIpuqhtjMfTwQfXYQSHQ+j2Wuu/2L1mfZlBV1FMnJbPG2E1VRw/w0MWDKt1Q0lJkqT9m+1v7zF8WbxZFGTNkaKCgFPUHwnZ9YBuNRQ1JvurRJcgCet4BgBA8+uijSa5pvMS0Zfs/kXMAjmAw+Pnnn8evj68SlpeXd9ZPG2XC64WIu7ScIQTA3Ky+l0/kf7eoNSRyBIhGQSmKUkO/2p/DUggh0T8gRCOUMxGWB8fgTMgOEIeZRAT6Baa7aLePpDafGT4YHGNHrF5KS0tXvBeIM7JpUvnP3EWzRsgzVua8xxnVdVQh6kvM6MZT5gREQ3mz6aPANYWcFmugWvUU1NAHQeplootZXOc1BGLo6YZeU1AMpYuu9oGivKj5Tze8s+FTsuHI9NrGK1u9KYYPodQAH9A5SgVAxPPvOkHpglkBX4CJHaNnMXFmUUoxGGJunjysMA6qV1VEESuv6+/3ekU5t012waiMY93nwZjvSWglHQpTDTWIFruhnuFzsoz29vb+n6MGRg8cgUDg0UcfPX48trRhwiphybu64VwSXi9EXnrppWN9IgBCsHjqyU2nc547VAhApFQQAOBnl3Ys/TCnuxfBIdE/IIT9osVEuoOWmzOOO00IR+mJqKeMPQCKM4znRL84+foxdsTGSBO5HIi/9QCgemdm3Tc6Fs32NpyyAXGh5ecodd/uaTiiRJTFfUJFda/ekqeOYgiR+PaZiP3ylNPx6hQB3v8koLlR1SkqxryVUcPnZxZeovZkoQ1HLfdM/rJq9k632f/y/lm1Oy/XuXKN8AGd8UKgCy8dhoC5k4MVf84wxIxAx01Uv6xR5fmwxerkRVBQHZdRg77qWi8Xg15RVIHOQAQ3H0gWtaWqLWd8IqOFe2lGIuntJyejBQUFo792L7/8csKOB//LMlrgeOyxx2666ab49T/96U+XL1/u8XhWrFjx3HPPSSuLi4sDgUBNTU1C+Fi9evXoE14vRNLS0p56P6Q+Nu8rar88wytdrahABRGEwS+u7NjemXrA70zP4NIzWLeF2dA2nhAwDDkYzM3ne6IiQJAi9k12Mf8OR6xetMg346Rcfyil+iq5jOCKj5KU+SOIaTodYwTVva7ZnmLYpnPr3j6NZ3R0AwAIYXQZWR/0FYx0BPfO4Fs6oorlEjqfSIxlARCx5iOnXmuova1Xmpo2NnL/1KaqS3dDpDUfXL36k0v8YT7WhAH5A30BZtHVUgwY1t3X3XjKrA/Q0EiC5EzR/LKyjfO1L50KzdA+WFp+9vh1/5334f3TB176MlWf0aUOy09lVM9vjKioASAcpVJP+bhoDkII3vziHCyj8W3Z/q9ktMBRV1eXmpog7jBhlbD8/Pyenp5ly5bFc4r/ZfVs0eM/ZZRAjGxrNCiwdUfzrCYiiIgKVBTBEFRMHbi8IPy7vVkRwfS7L3Mfn3J0mFr/1TdxItdhYyKCCBFshnhmTh7/73DE6qW0tHTxJgVqlduu8YxlwUStwerCaYNx+8VK9QdujUck5CMEdff1NJ40xW9d/NsBwTlejxoapCiF0a5IPa0Mj500Vp7c8Wy/YrmUs7h0PhGq11bWf27XhX6jODNSu1UN6KAQqI2JLLt2x8OXfBYIczUfX7vh2EXyd2pmDtRuSVHNqE6TuOZjp8JKdNEc1BAeQnX0p2OI1aGMQjcoPTrsfuL/t/fl8VGV9/rPe84smUkmmSRAQjDsJLigQVzRaihQby2x4fZKxW5ytaTor1ci9EoqmuSSwm0lYLWKQXtBbUVjC2jQuoAEFeoCEqkoCasEEpZMtsksmTPnvL8/3rPNkm3IivN8Bjhz9hnmfc53ed7vd8wOdoK3j8dB9a6o9skvHSEPn6B0jJqsZbuZeGI0Ep4jBr0cRuGO2m5HRjtpy9b/CEMcPSoF1hHCSlMim/B6ISgqKvroGxGQZUt3jTvnlfgTbWaTyeD3QxApBTggwSgWz3Y8Wjli9sTGjxzDDPBnxx8x8hAlSgjqSNqpVtqWNKUfbriyZbLeGq5pNNlMks3EvHYC1uTtZBcu3pJbAgUdahAfGo/YYmjR1kR5jY5lyl5vu8l+evO5DM1P0Um/AOxpGTXe0sxuL9yzFsMNigxMCy7oo5vaa84VwSLxfbXm4KiESCEh2exefm3lvHFf1jQP++2+2RUnM+VrS3TXkRgtiSPRsrnn138Wr4Ui1KGuD3MoQgxK6b1ZLTq+UBkHDiFW9U1Kbj6vtyDYyhYPTYkjYb+BICRaiMEAAw8DR3ieqLoY0r3IqKql7Kgt24AgDHGELQXWCcJWCduxY0dQHbCIJ7xeIP73EwuB/OsxcFh62Tdl1SMlggc/He8VeAIQDuBJzoa0DXfWT0ryzRzlsBCBZW39Eggggq9tkX7x4GP9cLcbNmwA5N+o08c5fVxGYrAjrTR5C7EWFArIHu8p/SAxeKu6k7Lby786X3PGqN/S3CY9fIuZEPz7iJptDRN0W5SQB+BS2tOGHTMUmD3JsPVjTwBHBCVBFXXWwhtbg4ij6LYmp5fT2QhBvEMz4htWXv1eTnp1Tcuw334+e0fdhMLZTUGJ2311Cvsg4ORyYQ41yAIKih9McAV6KJRSFBzOuc72DVU+0gS779GPhqtnYv8885EHwVcI8wJg4mHgZQGugYO8wMv00aURMX369D179uTl5Q2scCMIYYgjtBRYKNRSYKFVwhiSkpJmzpypTlq5wAmvF4INGzYQxVvhORg4suyKk587rBtmn9hxNuH/vkoCxTVPj6m4ry7GSMxGYjQSjicEECX5B5kunah30qBOLn0EzVuhqKy1Tkv1hnocsrdCgl4BPFIf1DZB73UosFmkJS8nqWEMEMx9tDHZSgAQgjnDjr7rGKsPwlLAJ/Gzk04otobydFYgD1WKRc+1ymHIAO5Q3RYKiVb8y5oWLyo7yFGGjGFC8TuJAYeo4tFAayXD1rAy6z3eU2e32X/7yayqs6nqDqtva6hrNQSMXc3o0E5FKXZ9I0dGIQdHKSj+fPqGlRPl362SsYWc5KaaKbNpn5fqL9ExYk0w8IrFwYGXFwjP4ZNvhO5ERrOysgbkodsJepCOlcVvAHSlwEKrhDFMnjwZABtsFz7h9UKQm5v7570CUf5/DTysvHSqzewGyZ3csmBqs9PP7X3wG4jgOBiNxGgEz8s2MkdwGiN91JQ4fGS/3fDWk6kAiv45PEcNbejTG/qW1B1j9ZyGfafM8rFBponONym71+H0cupbj8OvXokQ3JZ8YptjguqkANjWMCF0pOjHJqV4s3HS7PG8LhdLtdCGbvyv3xOv8x00+nC2EyUdqjdSNNmFng62HbJm2etXXv1eVlJ9xbGM/I+/X9sWbzNKS98dFnBnVOEsMeCKz3+RoMo3GCM4BOvc4QegBGegfKgVN5+vbzPoYxcOF9WfO8C0CXzFmoiBJzzPLA7ZVWGmxzMfhWkxH4pO2rINFHpAHNnZ2Wo2ZMqUKWvWrGHLy5YtKysrKygo0O+s1hDsrQmvF4IjcTeplXh4jvA87hzvuP+9MQKBwCM2hkJCu0f6otp3tFZobZViOPglKkpUohDBHzNk9GdQasuWLXnbRxZN13djCky7EpR+nNTlg25pxTDNmkBgLENZk5Yo3vH4cLa+6qjws6nGgGQKMGfY0V1NowWlZ92VcXLXhQBLQwWlAJ1kcVyewuX/xakfSyGCDmSOEAJMEuVVOKtR561o7aA1iwPaYN132izbIyJyxlSvveat9JiWirrJ/IgrT7kTtNOqdoLO3ABFfRszTJQyeBRbzl+ZZNRSgSp9xBqlZ75IhLI3pZg8PGDsBLknesSZiIFTjQ7wHBMow8Djhu/e0cX/Yr+0ZYsAfaIcBZCZmVleXp6Xl9c/mdfOsXPnznonCCBREMDAEUmkG2efeKMmQeKJaCDURz0uyW4mSRaSFEOMPDFwhFL4KZ9K66Rzh1auXNlvd5uVlWVtOwp0JtBYckNjF2chKLwtdJ9QBsHqnzY5PRwI5j7qCN6LgCOYkXTyiMfuk/i9rakTLLICTXvaAvLgopQCVW0jJ1kcoHh2R5jqGIocg4LS+VOdwTtQgCLNJha/p3orIcU4AmVY86c4ld00aUZO6qGXbnr3yzpafnrKmiM3e/wG7VZVwwcAxX1XtlDFkKHAsiM596Z9HJR5VT9srFFSsyoUGJ/IdcdTobKrQrToBie7LQaOdEcz2g9t2SJAXxEHgB07dqxcuTI5ObmkpKTvrtJN/KTcAyL/8FjPFMEPu0lq9XESDxJDLDFcYgxJiuFiTcTIg/CQKGpp2hEu40Bdt+zJXgTzVgAEGRrqcvYY9/rPO63KA2RP8JRW2rU1gXyhrpw2wXf3k8NAkGLUHU30Z8KlVsfQ0ECaAAAgAElEQVRRj73Wqy82EzhelGe2j3JsUM+aaJD30hOHQgEVX1qnpbWHJY4A/0IrIKiIvQP3nJPplnfTez0AKP6w2zYv7cBD4z8E8Lua76459h2P36gpOCgopT8Y16Z+ks3nrlw1sUL3gbQbYfGP31zT8MX5GHblt77yGXmdb9LB51AYh9S3igbmqvBydMPA48NjQpeNyvLz8/toTsYFog+Jo6yszGKxrFmz5qqrIumI2bt44+33TQb5/5iF+jhKb013/mrrKIEQiSecmfAxxBpDGgCHCL8fFDBS33Dx7OVT+qlXhYotW7bo3pGwpkdFjVLgT41eatQgH1BzzqTtEzzFFapp8fLihk8P8z+bqmVYQiUgEyzNiUYvEOKkqM9k4LjXfm3caTZgbhjNV6odhrSYhUwc6z+JDwp2Bngr39XlVvQaED2nAJXHLWlxfnmN2jNFPgldPfM8S5ZaOeGRie8/NO5DUKw8+t3XTl/p8RtB6Qe11lhWZxRwS8br478J/EwqhWkmyOOfyaGTZz/y6m4k0PCQWUkN+IIC9S1U8VPk6IaBI7uOdFEusLy8fACDg52jD4kDgNVqXb58eU5OTnV1tb4fdWlpaZ9eNxTZ2dkL/uY1Gwlr4sWalpr99PmcUzsPxYkc4WIINXGHBer2gQqU50A53gejWWh84403+vlus7Kyit/xBKwKMRlKZ58PPTAIq3/YUHPeGNZm0Z2T2Kz0vseDdWWBWRpsa5iQbT/5ZsME2UnRQ3lb1TZSGWuQJOT/1altVT0FiYLSaWntOjoIftlMYvGORPmtvklCoD2yfp8uiqGp0WV3Ylpqe9GHyfpDLJzw2/Hv/8eIL061x686NvPPJzRhzvOnbhhlboHim4R+OEYB3xvTxhY+Oynod1DIKozYnb3qWpjFQQwcMbB6UTx21XYR4e63tmwRoG+JQ0VmZubatWuTk5NLS0sLCgoGRDZ7+73LDRyMBqJN1iJI5KVD541GUGoiDoFCoFSg8FMDh099lyfThn+dlQYkoL3xUEqYhIgOGcm+0n92JNaQYTNLS7YOA1SjA7rKuQEvb2N4Qao6jlJMLgrcPuzoB82jA57Cyj4+ys+2H4FCDiKF1yNp/oX+XBKWTG9Wgh1deStqKgTB+9Q7eW3nUH6haPNxhAIU8t+QiWGSpWHZuB119XWHXcP++3BO0bF/+3X6h3qLQfM+5OiNvOmnlzXvqbMCsNrsVGd5hSGLwFv9qk5Ug6MGJTjaebnA/mzLFgH6iTgYrFbrkiVLVq1aVV1dXVBQEHEZ9MhQVFT0x92+GKMsxZEI8VPwIv3NdY68V0YYDMTIg0gQBRprIqfb41NIg93gPeu/oP5aEUPxVkg4G0F+V9Ng6uIsBKVzHU4fF+ykEOXMhICg6NWEn04NbjQt6QZGoxAz3S7LzG+xn9zXNlKgvJ4NKPBe4wQrL8isIYFS3DLOEGKcABSVxy02sxQqzQjwVrIbNS2GFPIcB0Cx8OpWQHnQg2rKEWW3wpscctcI1WzQ3fPVI7yTrA2/n1SRZJBLKOnl5PobhsoFwOq9wyjFiBEj2Fol1CsvaH5K4Af6sk7gOWIwEJk+eLgF6FtMB83q2rNnz6B1Uhj6lThUZGZmrlq1Kj09vby8/AI7sPQIzsy7KYXJAJ6HkYNkIK0UPgFlOWdL30547UBiDMf//svJgoSvPSMyTPUSvdD+WhEjKyur+B+KtxIaIiUAsPq28872Dv4Hld0yUoS8l4drwk8ujN3xeuVZpvtSEWCxU7yrzmqjoMDVcfXHvXaB8vp9bow/qeZMWJXPEbEo3urSRrLy96YDNgSeP/RlM0lrdtvltyJCcrFw+sicSW0Bs1GC7BfAZpSWVg5Tr0WVL4ZhXqaTrUkyukPoTTE81JNR+WtZMq2hxUvHWF2UzZijgVBIQ9agyitR2ygZjcRs4UwWzmgkBo48uSvgN19bW1tSUtJRle/QyhUDjoEhDhXz5s1jHVjy8/ODJOp9gQ0bNrx2QJBdTcDAw2Aifg5egS6Z3nT/jS0S4X93Q02bj47gGi1GtHip/rHQz9h4KCXgvSbBIMxesJmk4p3J+nVaoBRa+DNnigv6Q/Vt3AhyVg6vPhqmMYc+vHeTMqtNNdwnWRyfOkepD/I3GzPieS9VzA0mgZEonnjPrRymPcdrGhTrJmi8duit6BwA5bXpXzZV9BmwW+Dl0mJFhFyMAE4fd3WKnCyThRsKBelNDNVEUe/oxjT3jI2xVqlVL1vTChLq5ryoh4DSbxyi2UJMFmKycmYrZ7KQ176KgQ6ZmZlqNDAvL09fEy9s5YoBxwATBwOLgDCJel8bIC/VTaaUmgyE54iBwGAivJnwZiICBp6YY/xtAv2wMe3apKYWL608LnZ9xj7D2rVrg2McYbOqYaFLtcy/zlW6PUHjHZVfONQ18xXLG350RYCfEhR82N086pIYJ3Qjjy3cFH/yzcYMSuGj/C0Jx6ladZwqBbcorhge8gOjWHhNK/Sn059UXaYovNVR5+QDJpzqCKXicKy6Z/CCDo/d5HD6uIB1hIDg1UM29cNaOSHo04UxQCBfH4DkbTFKnjaSQPXyEZ3Doj9DG5dQa8wYnmz/rzeHt/MGs5UzWTmTlevIkvV4PEFt2cJWrhhwDAriUJGTk7NkyRJWy0M1QKqrq3uRaHfu3PnRCVGi1MDLHUV5E+FNhBjgbJPaPbTdQ69NanK2U7dA0yYNZCI5Nze3+C13ZxxBUDjD0WHzRxYNJQBBm5eT1+iNDoK8Z5M2vu26IT3A6Qh+uqthBHm7Nixm249Wtox7qzGDTQuUKCSJsuKM7Nl70xj+xHkRCBjVczLDdbTU3QD7x2aSNn1p01YG8VanCyrr2UxS8Z7gGaUE+OCUVT0ozdwcfAad4aF9G2wLRWNza7vEOwxpwRkh5aKNXMpx0xVnDGPdJM4qtozy1YwytZb9tPFYi/FHL6S08/zbh3wdWbKhP/WwlSsGHIOLOBiSk5OXL1/ODJCSkhKPx9OLeQ273V68N4VSENbVGDAYiCChqVlqbhHbvdJLR8daicfppR4f9u/f31vXjQwbv04BwkjF1TU2s7T07eHBh6k7sDaNQOEdTRUHYrWtHMChtMJW8WjDglUBc/A1ygAocNRjvzHhtG5lwIg3EPGauFNGIrZLPNXZGppugyL/lTY9a1QetyhVAgKvGvqeovJEhx3Y777cGXa9PiTB3te38aq1QGUHjtS7DJC9Llh4Icxd0JBTKfuPs3OCSI3+tpPmK5r4FCeXdMY04XjMVWcNY1u44ZQiwX92tPfL4b4TZrGNfQnJVoIYblqGv2Lx+XPthp+sC+y/paCgoKB/5lJeOAYjcajIyclZvnx5RkZGJ3GjCPDF18dW7WqnHOFA3I1S/aH2ukM+x3l/s1M602L4Sfpxp5e6Bbr5a39vXTFiBITWOzA9sscFxlBVT4SBB3iAYNMnsfqTOL0k+wofCH50hWawUN0Dlo3+fa2pKmWonQEYGEFsb544O6Gm2R9z1JssSpAkqBYHi3e8dTBgPG76l86ICEXgSF14dUvwnsrynEnhx14oCm/SpPfqV3jfFK2/jBYc1ayGYD0HVViDAiPjCZXEOM9Jjvqs7Wct/sZh3qOXuL9Iaj9hFc7rp/WpHJpgJlWn/DARmEjGaPH+++8Pvc/q6uqO5qSErVwxsBjUxMGgqsiqqqr0KrILwcg7/lc0ghoRm8zHDzPE2DiI8HnoX2tSnO201Uv9Iv107wCbG1C9FRWq6aHjiIXXtshdEdiGII0G677Nk7J7HDVnjYDs5C/dmDgtw7f1I8+M8QGejkYTQDvlv598RB41Op9FjQKe88Xebv+aUiTxrtGmhgZ/7IfuzBYxRmWNve2TvjcuwFWRI6NBj3Ld9fX/5mS4Kr8JY3RUfhPObOngdJMS25/7QifPJyDAD8bLdpBbMlpIQIwjyG1RKYMt/+Mr383fu4NFcyzeMz6R+vwQRBYShijBLwUQhxrueWGHixFHs4+GTbV+/PHHYT9CR5UrBhZDgDhUZGVlMRVZSUnJCy+8cCGnWrx48eWPE8lAwCM2kY9P5m3DDA/tnjB/Ym2rV/IIdMvX4iCR32z8KiXAT0GQ6UEAlH6YGEgogbNpeYCDzapV36j4zFL2/5pAkP+k9uDVRTTkvOI/HBOsnBAQ6YCsCmWDYZ9rFPNQJEolCQnEdb25mlL4KCdJtEm0XmWoGZvIbd3fDsjjUJ6WFpY1wukowk7J2XTQFjS8w5xMt+WVQ/H6vXadstjMEvsqGgVrmBOEUIZKfM/901v0zOZ3D/vfPezf+ZWj4LntD656/toZOfbUMX6JipQy7lB5RJ1/9/4+r0+QYOZm/CaM5LeTtmwdVa4YWHQQVxvEYAYIgOrq6o0bN95///2hEZDu1Cis+vrYxvz0e7NjYEBsEv/jp1PX/uDE18doq4cKIh5buaavPkAPsXbtWtTfFya9As2sWPKdJgDBM1b0RgcBgJd/3bDvhGnaRGHbXkvOjV5wJMWgjVV9FJCtvSL2nDZwVNZQ4hdfe0bMiq9h/UZ0j1ZqJZ7j/rRLuLMC5f0UgogFG1pz/ygHYuZkuLRxqf9QoWJvABRpcWESWzWN4ZRv4WOlFMAvr1T4kYAAr3xl+84o2Y5r9MWmmVrUbwCKnxLGVQEo6FdNsfr1bJbabT8KGPNtrc1bNv7x9Refcrc2Q9EoNzb6W84KMPkL//Bq0I07HI7OJ84vW7ask60DgqFkcQShIxVZNyub2u322jFLYCAwkOy1ab/73snq475zDtEv4aNvxAGUbwQhNze3+E235oOo0C1nj/es/zRBn0bRwhya2By2WGn9dltReULZA00gaHZJ6sQ2NsT05sYnraPGmpuDciuyTENOOjIFFEQKObqhmOWjSd0h/5hW0dIgxDaI8fYRY5TIaEyaTZmWFu6DBG8CFk5tCd00bWTPeibeNbmVTQxhDFrTZGKTDijQ6LfqrxlsYujyKeyfLuezAoiLt//svwr/trfhrRr/W9XCfy5bbYpNuGw49x//47ju4Zjc3Nyg/cvLy3v0cQYDhjBxqFBVZAUFBT2qh1xUVDSxgL7+uflPtx9vOC9CBCfhnIveV9Dfc/A6xxO7zdqbAPrQTIx9p2P0aRRtZwaOsE1l9zfarJSJRxeskKOGoc6ICs0MoZCo6sDTSufESaZzIoVfgiDCz1hDoqIEQeJPiinjpaOJ/jNFZVu37G/Yv39/s5sCVI6MduBcBIMCQEayL9Rb6U6pd+0UAAWeP6Cd5K5LnarF1ihYA2+JdkQZbE1Pu64B+NGCBzfva3jnsP+P5Z8dP348aOtgaMsWAS4G4mBgBsjy5ct7JGM/cvJ8pfdH67Z7OZFyIt1UJRT+vWbwmBsMGzZsCOeq6KaxEKzOUWoF8kQpwh/ksAAcZjyaYrNKzDA5VqOFHhR2kIOgZ32x18adpkqCgW31S5AkKlHaLvJXxtRKFCwuKEhUEKkgUp+Iz/2T2wRuxs3XP79PeLFKuOzaW8FS4BVtoKhxmLpgjXBbNx0MoBunj5uW2t7J/mFPeUu68nsgmDHaA4VUPVJw7WXFKwk+CQV1ttPuWBwdQY2aqV3ZB0lbtghw8RCHCmaABKnIOsHatWufft/zBrl30TbTJ7U9a6vVP8jNzS3eFqIE07EGCLHFSEXvJIEAPGCQU7ABbgBPisoTdq46t/B219Ln7eDABKO6RKOahMXu1tH68UMpBNaJhkKi2NmWGcd5vX4wvhBECCKOtQ876UtcuXzJXz535a/9W9BH2Ho0BcDCaYrfETQuQzPNuh3mX+4MCJfuD1fBqCsGuWuys77NAILPz5gzkn1E4dPT7XYtJqumm3UsQhU/joCsft8TeuYIkJWVxQpNDJK2bBGA0LBBqYsIFRUVX3zxxaJFi4bo/xBDYmJi0+8NgelYojMlCDjUNJhGJok2GwVPAOXXz+SxBlLXarDFSjYrBUcq/2V+fefZiS4Bah9oOTkCiaJd5NspF8tpJSdU1gDgEGMTOZfXT2W3RYJDiOEmz3n55Zc7uf+NGzfe4/tvZztnU2rn6KO2SoJXd0BgrKGuzSDX7AFyytMq7qwLuxt0eV6NBJRNP3tz5F9zzqzZm7jkuiaJTaiR8PDhnN+Nr1D4UaNOqi8Vopw5o6SxxdNrYorB05YtAlyEFkcQmIrMYrH0roqsnyH3W2HQmxI6BslIEZZuTgYU0Zdsd8gh0p+sTrbFyRSTPdVX9jdl+olOuMHGybvNE6ycoFocfknumMlo5XB7ittH2/0QRHgExN38q1c+b+2cNQDcc889+Vt5jTUYOnpmhdDBmk+0yiOdKzg6aZF0a7obwLYjsezrYr1bVVdFE3gFJWJ1XP3df/thJ5fuEQZVW7YIMISJ4/Dhw5s2bTp48GB3dlZVZHv27AlSkQ2GkqhdIjc3t7giRAkWJBUlmH9tm/wzNxDwBAYCHuCI00P++hsHoJknC6816aTlARPCJ8U4oDxsRQmCSFVR0w7XZZdyR71+CCL+Z0vN83t9vy99spsfYf2u1s4cCtVbCbePs11zZnJUzWhntnKYbb+8qmXb0VgtPgIQwMIJsoGiiwTrz0FklgEBbr311k4u2SMMqrZsEWCouiqbN2/evXv3Aw88sH79+szMzAULFvTocLfbvWbNmoyMjNra2qFiLiYmJjY9bgB0VgYHGFSHReaIvJeHld3XCKPSQ4kAHHJWDq8oapDjphw2vulyfeZSrHFKWTFQCRJFbXv8SKOcs5Ao/BJlskgK7POOm8wd84kYNWlK4cv7enr/c+fO3XLbbkC5K/YpWP5YbU+NcHIMoKbRlJEkz++S/Z3AHYKiEjpPRSMCQsjMVy9ZmNUy/3KnJEGSIEn0j9985/5RHyo9IcPM61NP3OKlE/4nTP2BCLBu3bohGhNVMVQtji+++KKkpGT8+PErV67sSKvbCZgBMm/evDlz5vR/LbLIIHsrqp+i2hpGIgcLCEAw/3qXvKx4K0tfSKwoatCK9/C4f4UjYJDoErH/dI6WbQ1KGWswc6NesGWQYx6Brv/MFwFrAEpJpA6fUwrThUNGko/FRMOLzbv97Hv2tnPzL3PqLTULL4QaO1SNwuh6RL/yec/EIx3B7XbPmTOnV041gBiqxFFcXGyxWACUlpZee+21EZ9noGqRRYDc3NwntnuAEEkoT2AkamGe7Eu9ec+zSAcBT5w+buHtbao9Ah6Sj/7ociPVPZk1pQYwLfYUU3aJEvxMoCFRl5+jfmHZi5/9eZ/Q2S12iqysrOJtHcxM6zSrwsBk5nJqtgvQsIuE4PMz5qXvB0wmHmVuUflKJVASyMyMq3uLOAZhW7YIMDSIo6amploHdf3TTz998uTJ++6778IvoVeRqWn2wYbid4yaucHptKRGApNiUADzb3KpkY6l/2fPGC2qrAFCXnzbfd0lPJvrKgXqvg57ktNNTUyy4RflZIpDsEy9Z81Ln7WMzrzQ6iRP7O6qSGrHYBLS8GLzUITwDuOCiqOxAJo9dNcRgX17Vl4AAmydgLSVLgZ9yhMX8c2rGJxt2SIAX1RUNND30DXefPPN0zqwRi2FhYVOp/Pxxx/vxQsNGzZs1qxZqamp5eXlb7/9dlZWltEYXMV3ADF58uTJ3grZDVGNCAOBkSiaUQIOY1PFvOeSc27wznh4xN8KG8Ex60MOi07/Sf3MCbxqZehnwX/pTh1lbPJL8EvwSbTNh6/N1/x995Grr4ncptMjJibmBv7D0Jgu0EHAQrdmynDfvjNmE4/pl3jD7xNupUYHBISQpz+3l33/3ITCphE23DrRRClpFWJGmJxqTFTrgEn0B4IQ4Jr/uhD1l4rU1NSudxr0GKrB0bKysqampr6e/ONwOFavXj1r1qyZM2eqK91ut9XaRUeMvsPGe+PvuSVGDljwBBxgIjATGInWEd5AKqtjpl0q2OIVw4TtDICg8MF6ewxRiUOQZM3oV54RE4znBAmiRAUJX7lTCta+1CtDRY8TK5LHJvPanBpOCW2oUo6gCIbu53n366lF32mUo6ThYqhKMlWrOKSLjIIQ8tyBhIVTW+atbz7nwfZf2yUJte74kaYWSYJEA46igf4TBVru2nuB4sD8/PxBXru8+xiqxJGXl6d/G1SmsddRUVFRU1PDIuFVVVX6WrL9jKlTp+7PP62PWcBIYOZgUkYg6zfFkxmPjNi55rycXlH8mvzfN412tKu+iVugPJHNjb1tl2QYaxmVPPXPvipRN/cq85a8hG4RR8gPc+mO4atnng/eGkwcVBansBV64uBIvcvw+LvNqTH0fyvbG/4wTJLgEgxmIrAMi3qgLBUl2lnfPOj7yYvdnCATHuXl5YOhj3JvYehNq2foa6YIAivoxpK4A9vRcufOnVVPT8gaZ9BymQwsvcIGHkcqD5rLFjc5PZzNSLV8CsiLf3M+km1iI9Tnp1SZDr/HNT6DHPX5kTrhykf+urfv7r85aTrQqfSm49zKyDi/08cFq8i6B0LIrpOW7DGeD2t8d15plCeqiEYL72OFtQghag5Xn7lipsfuY8JPenxNuN3uRx555KGHHkpPTx/MbdkiwNAIjg4SdKIi6zfY7fa5T9PgGIGafzUSGAkMpL7ZkDFWvGN5MotuSAA40uySFl1vVJXUHj9ECX4Kj8R7RO4z/+WO8f/Rp6yBoGKIQQjyDUKw7Ujs+v0JnepNacga7cT7zsZUHhHmXWkEMD6JIwSNfitR+lKpQVGNinXp2HW7I2k8brVaWempQd6WLQJEiSMSTJ8+Xa1F1v/FFDa8vFkxIrQsrPyUNBIYyYz/Hj7/ex4YsPMZx6btFvDE7ZK+qW5fWNBgjyGsIFWDh2MVNEQJ9a3SRKnmk737u1SOXziysrKK3wxJygalYzughmmp7ZUnLd3ZM+z5N31lu/2ZZnbE+GSOAI0+qyI91wVqw5VDCi2i0X1UVVVdNKENFVHiiByqiqyfO1pmZ2fPLW1WmioFeiscZiwZvvPJBllyzpNpk4VN78QYLZzRyn39pZfZGntbU/0i/bp95Kfu8TUt5vuKyjZ8HrlAo6fY+LmuvEjYkR8q6wAA3DrGveS6pvDb9OfqgE2yhrsevEm+9PgkbtdJi0dUUmZy5lVLpyiWiNxlOIIyHCo8nt6ZUzuoECWOXkD/q8iuun2Z0pAt4HFZ+mrczmcccvLVQMAhY6QwJ8vz22fi3SL9+VSjUzS+2ZSRTuo4iBMNdQkm8bX9rbfc8Yu+vmE9Hnz4sQ62kI4oA4DTx+VMcGWP9gQbHd0EwUvvH0u0yBdItJCH37U6BKuWbSVaapgo/7B/W72Rl+HIy8vTp+QuGkSJozcRVkVWW1vrcPTOHAcVRUVFxeVtWjNHhT6cbgKOKc0JeECgEKiN+kt/2XL9XeedfmMM8d0Yc4iFOW55+O9/+6imd2+sO1i8eHFlTYiB0zFlMKia0dJPE8NtD2dmaMJPtPm43MmBk0/aWxqF2CBNiUoWzNJgVLbqvQifBFVVVf0cxe83RImj98EMkKysLGaAOByOvpgHWXnmGvn3buJgIjCQygPmov90ApAnxYqAQOGjENB8uP3eKcQEn8sHlw8Apj2wcQB7/+S/1tbhtrAMQlFxRK4SnD3ao64MOIyEeal4bFvrNZfw+gOs/oZ3TyaqtEEC/9bizgQVByMUmw+JOVCRIUocfQhmgCQnJxcUFPR6S+2dO3dWHvTJaRQTYdyhm/BGmLnBXol3nbWZ4RXgbKcAntjju/vuu3v3fnqEsdeEm+VFOlgGQNDm49gIX3J9U02TSd6nmy+g4kB7kFFyolEym80yURAlJkogMwbR7mL8VbdE8BmHUFu2CBAljj5Henr6qlWr+qKldv4r6Spr5DySlH2tjxX7gpG0NPqPnxI+q/a9+0V7+T89i6cb2/1o89ER46b86eOB7z8a3HI51MrQjXmGhVNb1DVFHyb1gDUIKo8IeTeYaKCN0uKWTCaTYlkQhTUCZrixDT/8YY/r93TSlu3iQJQ4+g+spTaA3qpFtn///vx1LTCSu1ckVqxtVjIp8LRIbofodoieRtHtEH+8oslqJC4fvbPgueURzYjvdWRlZeWXd89bYbEbHzf/cqcqtcge4+nEuNC7Huz1g2ebQy8yPomz8sKuWouyPwl1UgjQ6qERlOqKoNTD0EKUOPob3VSRud3u7njIvyj48B+fSavznXJtUR6Cj7oaRVeT6G7wux3+hjrhgeuNbh9du8d3U06/Zk86x9ZjKWHW6lPLOvrY9JVNTwoLr27Zd8bcEXeQkDX5N5tDLzEuiUs2uYs/SlbCogpZqGcACMEHxwS73d6jj9ZJW7aLBlHiGDDoVWShBkhVVVV3qjZkZWWtf+eatBSJzVuhHHE1ia4mv6tJdDtEd4P46xfafv7o82v3DLx7EoTOvBUSvFBxODaIC4o+SO6mn/LdJ5rVLKx+hkuajSSb3AuntugEYGqEQ7M4/vRBz1QYDofj0Ucf7dEhQxFR4hhgqAaIXkVWWlra/Xl0W7ZsmZpbx+a/uhx+l0NsaxRdjaLb4V+/w1N/vum6H/y8Lz9BhLjnnnu2VnWcrQj0O9p8nLaSAEBOhivAQuj4JQlSWDH6yHgu2eSef5lzfVVCgJRDV/ULBAccsegG1P+78vLyAZw83W+IEsdgAUviJicnR9BPe+ees1u3u72toqtRdDX5nQ6x+Zz/vr+43q7usZndnyjeFi5OrKcMBQuvbtFoAgSELJzWWnnC2qW58cLH3pzLglsuqUvJJjeIru45dJEOZU03NaNMAZifnz/Ui4l2E0N1Wv1FD9ZS+5577snMzOzO/lVVVXPnzv3elefvnGZynBJ+9ZqhqakTdfagwNy5c7fcvkcWzutn1gMgRC2I6vRxNrOkTcBXkLNpZMXd9cEn1Ym8KBD3/84Vz47RT5bXb7WkjVt8jaPGYZyU6JOUftqgIEphRePmhPIAAAzJSURBVAKcmvtZN8twMJnfkK5d3n1ELY5BCmaAZGZmdlPGnpWVdfz48bLX2wy3bP46bcngZw0AGzZsaHbTYB0XArMaBJsO2jTrQ2dNLJne3Lm50eyhi282o6PJKxTb9jUCyEgWij9KVt0TRTgGQvDGl77uF+8Zum3ZIkCUOAY7mIrM4XB0U0WWnZ09JMpBQu4pG26mbKCrUlETq63XvbLHedbvje+EOKataEy0kKCSP1RbxIdfN7GrsO6QgfNWCCFk19Huzv0b0m3ZIkCUOIYG+k5FNrDYenREwHs5NapyB5Ejo0E9tOU9UVEdG3Y9e103itNKgen+ZksSZ5po97M9V89qONNmREiw9cld3UqpDPW2bBEgShwDifr6+k2bNp09e7b7h3SkIquurh6KbKIVqghNxyrjf+G0loA1uk2l33c42/mQdAgBIfmvtgVNTlHB6EPkTGOT5GSNzSwt3TEs0FsBuJCccQcY6m3ZIkCUOAYMLS0tK1asuPXWW4uKino6G0pN4u7YsSM/P7+6utrj8QzFLGBubm5wUjaQGpw+fv6UNm2NtomAkIzhQvH7iaG2Bggq9nkDzA1d+xhKIVEIfGxqHKcemz3GrYY2iFwXnnTHjli3bt3FrS4PiyhxDBgee+yxwsLCtLS04uLiP/zhD5GdZObMmWvXrk1PT9+2bdsQbam9YINSBDgoukEAYP0+XRQjIA4REtTQrTnhEH91vUkrWa5kTCi0BYGPG5vInWgU2bELr27dddJCOLkAEni8+Im3y8joxdGWLQJEiWPA4PV6U1JSAIwYMcLnuyBlZ1gV2VDBg78JrOsTyB3b1CgGwkdAC2c11Tn5oJWX/7aB2Rf6jlNB3OE3xFLQymq5MxM4rP88ARwIL3eT6LDvnA4XR1u2CBAljosKqops3bp169atG+jb6RYWL158okGU34QQxLRR7TrfJAxx2GKkpW8NC8rC/td0s9oCQgo2NyjrcSlxJkqxq8YHZmUYyMs/PltxJFa1OLK+08Wk+IumLVsEiBLHQIKp7yQppIvyhcFqtS5atGjRokVDwgCx2+35r+hmymr2BQHw0M06sQbCEAcIssd7tJAmIVMfddgtROMLmTKo1vWSdaIyJVGKyhpBnh9oIODJ5/Vm8CA8Ad91ndGBbZQxsIgSx4Bh3rx5Tz75JICnnnrqzjvv7ItLdFkMdZAkYpoTbgzJmxAAlScsafH+gKAGQnYjZOGNzspjFpVHvpPOaeYGoDCG5rbIjZ84EwWa2yQYCIyAATCg8Lbm9Z/Fg8frVd6gOqNB32GXHQ8OHz68adOmgwc7bSIzZBEljgHDzJkzPR5PXl6e2+2eNWtWn15LLYaan5+vV5ENkvbaclI2kDVAsP7ThI48FG0iGgEIit+ViwDOWNl46QheMStkEyOIMtiCaIyjFJnDOdncUF+EgCd/fCeYUtl3CKCkpKS0tLTzjgebN29+9tlnr7/++pdeemnDhg198aUNLKJzVb6NYB0tPR7P8uXLB/peZBTnxhX+UFGIQq7cN2N92s6FdSGpFhJgegAAKo/EZE/0AshZ0XDDaF6Z5qLLwgJQFygo0DBh/vBjm042SS88MhxEmSxDKYC8l5PLK091Ituvqqrq3NwoLCxctmyZxWKRJGnRokUXX8niKHF8e8E6Wt54442DoX5/YizX9KfhAbxAsKkqbn5WWyBxhPgsCkp3Jpw6VTtclEQq/6gVHkAwjwCUomVMTuLJCkJw7132sSkGbSeKyuqYKsuvFy9eHPZWe9Q7+vHHH09MTLzvvvt68F0MBUSJIwrs2LFj+/bt999//wBmFrdu3Zrb8ivtPVEmxaIrylA8l9L3E17ednjuZQbVHwF05kaIDdI2akZ8/U4A7njj2oUJKmuAYusn3tzfNYS9zz179oSWSqmpqdGPI3VC89NPP33o0KGnnnoqwi9lECNKHFHIUFtqD1Rt7gW3WDcsjFfflu6yL5nRIr8JDZ2qa/wUJg4EG3e6T1d7RAlS5+aG4ra4U2+KO7ubUjy7V2j6e5oynR/gkPjvdU1OEeGwY8eOUAPtxRdf1L/9+c9/DqCwsFCSpBUrVkT4dQxuDNVu9VH0OpiKDEopkAEwQCb8GPzb6rttX1mXzGbEQQK8FS6QOEQKEwHBQ8+35N9sUiUbCEcZkAmFAuDbm5isY1isiZ1BNV4KV5SGvcG8vLyw0QrGFHqUlZVZLJZly5ZF+l0MdkQtjijCw+12v/DCC1arNbTurtvt7qN5MVuXJuZeF8OWKw7G5kx1g2lciPwHEqMJHXG4JZhIZY3w0butIoUkhYmGKpRBVbcFBL6EicbmIwLlj7Wa33gmHgaZO7Z+4M5dci703roMiOqRl5enfxsNjkbxrUOQAVJRUdF3vsy4ceOOP94OgsqamOzL2mEAmMegRjREwETAKyEPicIlgcf4/zx7zzSjRCFKAcaFEtqgAZEOCkLgt6Ry7jOfeDOvNVff+sOE3FmxMACEkCnHww6KPv3gQw5R4oiiuygvL6+trZ0zZ043qxlGgObm5uZXM8eO4O9+fvjL9zfAxEGkkBTiYKJxA9GMDp8El7TgqeaxvAQKkUKU5B0pBfuro0iHZIz72pV8qfEbSnHAx+3cmAojgYE8UREmn1JQUPCtVZeHRVQAFkV3oSqgglRkvQi73T7jMQd4kpYowkBggNzjUpaEAzyRm2yz9YSAg8fhlySIqiQ0RF0uyRJSRfolwS9hf9vISfwJQaROHzW2CM0eCgv3i4fPh7LGRd+WLQJELY4oIgRTkS1atKh34x1bt27NNT5Q12pIS5FgIqCAqJgNIiBRcEqfbQAuicw6tXyGmZkSisBcC3AAEFXuoADwlSeV4w1ePn6ydJACZ5zUyMPEY1u1//rLTDv2h+nY8MILL1z0DZZ6iihxRHFB6AsV2ZWTEg+si5M7aQOQ2OgHJCqHPMwEJg6UVh1o/7+/eG2cl2m+VMeEGSAUcPmoiZMPJcBhpzUWLhOHuOTUUWkjVmzquiFm1EkJiyhxRNE7qKio2LNnz9KlSzspotfNR/dTTz316ymPy8TBKYaGn0KC7HUw4hDomNtr777KWN0+MsNUL1G4fDAbIErMW8FZFzXxMHGE59AmxTy367TNZmOX6DxFUlpayiwph8NhsViGYmm1vkaUOKLoTXSiIispKen+1JipU6fuX98IEwceEAGRwq/jDhMHDguKHCkugQLf+IYlk6aqttRxXG2siRBAorjpp49kXJ414dKrRowaG3r+LlMktbW1zzzzzOjRo78lDZZ6iqgALIrehF5F9uyzzz700EMsiVtdXd2jCXX79++fOtm8/+9pMLBoqKLO8lMWEK38zCue8bVbiCjRROn8kUbJRk62Jo+/6rorb5yZc/MdXdg1Hk8X5cvT09NjY2OjrNERohZHFH0It9u9bt26YcOGXXLJJT0NgjQ3N2/8w8TFv0yACNncUF75TzSfOuixmYiJhyihZGtNyiVje3TyLtugfKvaskWAqMURRR/CarWy8clqkfVIxm6327PnbT9xNnfsSINsbhhAvbjqrvoDRy6oRCu6YXFs3LjxW9VgqaeIWhxR9CuYiqz7Sdwnnnii8LEl11xmuj7TeFkK/7PHm3vlF9v51Ph169ZFnZTOESWOKAYALAIyZ86cHvkvzc3Ndru9V26gE+Jwu90ejyfqpHSOqHI0igFAZmbm2rVre9rRsrdYA0BMTExHm76FbdkiQDTGEcVAguVE3W53SUlJf9YiGz16dNj13862bBEganFE0cuIoLo3S+IyA6SgoIBlNBjy8/P74B4RNsLyrW3LFgGiMY4oehObN2/evXv3Aw88sH79+szMzAULFkRwElVF5vF45s2b1+s3iQ4EYD0qJvptB40iit7DY4895na7KaWiKC5cuPACz7Z///7FixefPHmyN24tANu3bw9a8+qrr/b6VS5iRC2OKPoEvVjdmxkg6enpvThFtbq6OqiqSI8KfEURJY4oeh99VN27F4uh1tbWJicnq5GOqJPSU0SJI4peRj9U9+6piiwUrGwqO096enofRVIuYkSJI4reRFlZWVNTU/9U92YGSE5OTmijk84RVGw56qREgChxRNGbGJDq3mENkE4K8DArgy1HnZTIECWOKC4SOByOdevWMRVZeXl5J96HamKEbcsWRXcQFYBFcZEgOTlZVZHt379fryILgrqpyzmyUXSEKHFEcbEhJydn1apVFoulpKSkoqIidAdGHPn5+YOh2/YQRdRVieIix549e1577TW1FhkA5tFEA6IXgqjFEcVFjunTp69duzY5ObmkpKS8vByAw+Gora0d6Psa2ohaHFF8u1BdXf3aa6/1qABqFKGIEkcUUUTRY/x/TzTph8ZtbHIAAAAASUVORK5CYII="></div> :text/plain -Graphics3D-) :metadata (:text/html [] :text/plain [])))
RUN-HOOK: jupyter-iopub-message-hook
MESSAGE: (:iopub :status (:execution_state idle))
RUN-HOOK: jupyter-iopub-message-hook
DROPPING-REQ: f25a23ec-023b-4eb8-a557-fd39b3b2e754
Code block evaluation complete.
It looks like the Wolfram kernel only sends plots embedded in HTML. Is there a way to get the kernel to send image/png
or image/jpeg
data?
I can obtain the figure file manually using the Export function. I don't know how to obtain the file without the Export
function.
A workaround is to remove from the result the lines added by org-mode, so that only the html remains. Then you can select the html and use shr-render-region
to 'correctly' render the output (somehow the trick does not work when the html is still 'inside' the source block). You can even output multiple images (see the feature request above).
You could call the following function when your cursor is located somewhere within the result:
(defun org-babel-render-html ()
(interactive)
(let* ((element (org-element-at-point))
(start (org-element-property :begin element))
(end (org-element-property :end element))
(value (org-element-property :value element)))
(goto-char start)
(forward-line)
(delete-region (point) end)
(insert value)
(shr-render-region start (point))
(goto-char start)
(forward-line)
(delete-char -1)))
If you would like to save an image you can select it and use M-x image-save
.
Also, MatrixForm
or somthing like that also has this problem.