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@duducosmos
Created September 5, 2018 17:03
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"outputs": [],
"source": [
"from IPython.display import HTML\n",
"from IPython.display import Image"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Filas de Prioridade\n",
"\n",
"1. Estrutura de Dados do tipo pilha e fila são consideradas listas especializadas.\n",
"2. Possuem operações como inserir elemento, excluir um elemento, encotrar o maior, encontra o menor, alterar um elemento, buscá-lo, buscar o sucessor e buscar o predecessor\n",
"3. Representam conjunto de dados que estão organizados em ordem linear"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"1. Filas e pilhas estáticas: Quando se utiliza vetoras nas representaçõe, tem o uso contíguo de memória do computador e a ordem linear é determinada pelos índices do vetor.\n",
"2. Filas e pilhas dinâmicas: suas estruturas são representadas por elementos que, além de conter o dado, possuem também um ponteiro para o próximo elemento (elementos encadeados).\n",
"3. Pilhas e Filas homogêneas: contém apenas dados primitivos.\n",
"4. Pilhas e Filas heterogêneas: contém dados compostos."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/pilha.png')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/fila.png')"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Pilha\n",
"\n",
"1. Considerada FILO (First In Last Out) - O primeiro elemento inserido será o último a ser removido.\n",
"2. Cada elemento armazena um ou vários dados e um ponteiro para o próximo elemento, permitindo o encadeamento e mantendo a estrutura linear.\n",
"3. Possui um ponteiro chamado TOPO, no qual todas as operações de inserção e remoção acontecem. \n",
"4. As operações ocorrem sempre na mesma extremidade da estrutura."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Wq3V4eBhrcDgceHdA8RuNhiRJ+Xy+VCoBsoI6RbFYxHvB2QmFQl6v1+VyqVSqer3udrsR/5dKpXK5XKvV9Ho94K49OBYCt/TgAr63MlDvXsGGg9dNvCIAbHW7XRSQqtUqUk3IJyMabLfbkiQBjKlWq7sy0A0vxwGB0wFqD1hrvV6XJIlcAMaYXq9HXh31YVJvJufw4TXAzOKCTD4ycHwgrZVMJu/fv4/DhTGG1Xo8HvgOyAjgUyCTj8OrVqsdHBwsLCysr6/v7u4CoGI2m1FLMxgMdrvd7XZbrVaDwYD6fCAQsFgscFjUarXZbIZ/jk8djUYXFxdv374NI6xWqw0Gg8lkoiBZp9Ohqo98JG41zlD4SmSNW61WtVpFKV6lUvV8a5RF55Oj3/Pk+UC9nyPdY3gyisChq0gRQ3V5DCb2N4rPSP8QFRFMCu1C5OG0Wi3q0tiyQKTgz2q1ajQaoedIIOPIAJqF8DB8aIBSHHyEdrtts9nGx8dp8UCeKBSKYDCo0+kQTmMlFIzgQNnd3X348GE6nZYkKRKJDA8Pm83mbDZ7eHiIHCHdGUQo8BcIRrq3txePx6lIlkwmd3Z2ksmkXq/3er1+v99kMimVSgLeIMkHIZAP3bROp4MTCt4KjDZ7tsmED7apZgYZqPdAeoVAjnT8A+MlyL2fJpMJlRuBQ5hCY5l8CgA9AigYVB1gVVgnWDmz2Yw4GTAyo9FYq9UKhQIcY5fLZTKZut1uqVQSBEGv18Ok43yBXhGeFKgV6DaQapFI5Oc//7nFYgEADnWscrk8NDTUbDYXFxdVKpVarQb5BKXuCoXCzs4O8vaBQODnP//5j370I4VCsbS0tLS0tLa2JklSpVKp1+twIhqNRiKRKJVKKL8Vi8X79+9/8cUXuBvhcLjdbkejUcbY9PT0hQsXzp49q1QqUUjDsaJUKt1ut9lsvnnzJnx4Os4A8s/n84VCAZ9Rr9ejyZQxRv4O/011n6XH+p7LQL17hU59Ss8QHIpiRf6ZXY4sma/N4JEerl+YX3ikw8PD4XC4WCym0+lPP/00Ho+bzeZKpZLJZFZWVkRRdLlck5OTbrcbVh390pubmzdu3IjH44yxeDz+8OHDvb09oFbcbrdarQ4EAlarVaVS7e/v37x502q1mkwmwF22trZQhwd+BmcT0maECUW5Huj6dDq9tbX15MkTvG+hUEAAAnSqw+FAFu3g4ODOnTsGgwGvAi5leHh4aGgIAUilUikWi4VC4ejoaHt7u9Fo7OzsbG1tAfGWTqe9Xi9Kg0qlcn9//4svvkAVEGfN0tJSvV73+XwjIyNOp9NkMiGvwYNYGIdI7XD8EN9zGah3r0AtiQyMcZ1J0Ey+zYMvuuJBCtRhSAmjhufAnUaNbWxsLBqNbm9vx+Px//zP/zQajfDVAT5RqVSBQGB+fj4UCqGOVSgUgP3M5XIul0uv15dKpa2tLUmSYLq9Xq/JZCoUCisrKzqd7vHjx7u7u0ajUafTtVotSZLi8bjdbjcYDOPj4/BHKJWAPxEYI2ool8vlcvnmzZsHBwftdjuTycTjcUQKKAH4fL6LFy82Gg1E+BsbG0itRaPRfD4/NDTkdrv1en29Xgdcd39/HwnwXC63vr5+dHRUrVbL5XIsFpuZmfF6vah4bW5uHhwc7O3tWSyWzc3NRCLRaDRwlExMTHi9XovFwjtN3Wf7anp6Tr7novj7v//773oNryhkfCiPwntoPV88/RSebVfsckhGCowpVGaMiTKbEp6DcLFcLh8dHa2srDQajfn5+XA47HQ64avj5bDSjDH4n5TLpeMAJwh6MwE1h+Y3Go12u+33+8+dO/fmm29evnzZ4XCIonjz5s2lpSW/3z86Ojo6OmqxWOCyiqIYDoevX7/+zjvvzM7OIjQVRdFsNhsMBjjP5XIZjZZDQ0MXLly4du2ay+UqFAq5XE6SpFAoNDMzA4g41pbNZnGQIYPV6XRMJhMg3xaLxWKx+P3+6elps9kMBDtOh6OjI8CBgCF99913r1y54vf7dTpduVymigOwPR6PBxm4YDDo8/nC4fDY2JgkSUDy4Kspl8v4gH6//8yZM++9996FCxf8fj+WxEfXwrE+UL4wRtgkKpLTPoFzwSdQTrT9TvqSb19Oq/Xm00uMMapdMRn4+dXRF2EeyKOj0hd8b6onQTlJ5ykUR+4qEAg4HA7ktNrtNvJqgszvrVQqtVotLiXIAuOvUCiQstLpdA6H4/bt24eHh0hu6/X6qampd955Z35+HrmxYrGoUCiMRmMkEpmcnPT7/ZIkoVbs8XjeeOONDz74YHx8HPnq4eFhoEG/+OKLO3fuJJPJSqViNBqtVus777zzxhtvzMzMNJvNg4MDs9kciUSggUTtqlKpJicnO53OrVu3UP8rFApjY2NwnguFAmIEQRCodlWtVu/cubO5uQnTOjExcebMmXfffffs2bONRuPw8DCdTnc6nYWFBSDS/H7/1NRUOp1eXV1FRx3e/erVq+Fw+MaNG1988UU0Gs1mswqFwuPxjI+PX7ly5cc//nEwGKRzU+CoXdjzeHXouxaf7YpFogH/arVaqPYpXnq2xOmS06reVC9BnyBlWSl1zI6RH+KFPb+IMm0Dk+te0DGc69SKrOAo+BljZrM5HA7/9Kc/hRfq8XhQ6yYES4dja8De4psW8RxBEIxGYzgcRquGJElkVXw+39DQkM1mA6qcsmXoIYlEIm63e3JyslKp6PV6WD9YV7wLvHS1Wj02NgZfGpm8UCjk8/kAcZmfn/d6vZlMxmw2Dw0NOZ1OfOpOp+PxeDQajcvlunLlCg4pn89nNBqLxSLA7Q6Hw2w2C4KAxSgUCiTDgcmdmZmZn593Op34pHq9/vz58z6f7+233240Gjqdzm63ezweSZLm5uZUKpXRaBweHhYEQafTOZ3OixcvulwuFBRQEbBYLGgdO24wjxteXuF58044VoqhGGNKpdJgMMDl+ZNEsJ5i9WaMCYJA5B50QlNyRZCZPY4bc3LSKMCm6BrBMzSKyXAoegtcymQymUwmv98PcAtMriAI6IImL0DkhhkJ3FAOOnF0Ot3Q0FAgELhw4QKh3GnxqEujok7qrVKpRkZGzp8/T+wodOjgfdHg6XQ6/X7/pUuX6JShd4f1m5qampiYqFarKJILHLUL+M9mZ2fp82JVSGijo6NareK9kEJjjJXLZRxGIyMjExMTqIR3Oh2dTjc7O3vu3DlBEBDqAyzAGKP8BU5YpPHPnDkzPT2t1WqR5KMYm6Kk5+4HstuMc5u7MihdlBnXOzI7Be4wf+Z+c3uzj+QUqzfwGCJHhd+VM9t8nZk92xtIm5hUjuJVXjPxcv6FoszLXavVULPBG8HZw8vJ/e7KjCWMMRTDmezSk4vBHzFUJ8cjqDkhwU68KHgjJMnASYhHkH/GZiUvhk403Bbk9ijbhwdFUaQDhY9TCJmjVCqhgcgIEMcTYwwBMEr0lUql0WjYbLbV1dWtrS273e5yucLhsE6nwx2Dky/KzbOkhHwgA/QOnVDdbhdhF+MC6RMpIVlscqlwnwkIxLikzEC9+0vwtUG92TFubcbZNAhtKWg1r358XC1yDQm0lXk3HiaUXoLTgRYgymQG8AXoyFCpVERghPcl9QauAxsdCS1swWq1ihovdM9oNDqdTvAxdLtdKD/WgLI54hRch96dPFI+mY/IBcuAlpLC44QixJgozwwC1RQCEHJrobTlcjmdTjcaDWTyYrEYOt78fj/5QWje7oGjME7DAVaFowFoAG+08UV0OK61nq/1+N5gHJVVWx4FRYc4e1ax6bt47tVOtZxW9RY4biMcz22Z30vgWLh4p07gwA90tOOZFIzhQfB70X/lEF7AaYLdgC0rcHRIwrPgU/j2ojxwBzaQNisJPk5XBqup1WowFsB4MsbUarXFYrl8+bJCoYhEImNjY6Ojo4C4wFtmjAF2Tu/V5QZxoumFcCCMMarS0c5uy9SRMJt0BlG/F+hokOcndx0sSACTwqEIh8Mej+fq1asTExN2u51uNRSbzkH64ug4ozOOIHR8qIXFHG/C5+VF5rfLsVbT1wH8Hz4ITW7G4fINbM1+ktOt3tArfHl8TMtk9WbyPiZrxttnOsI7MhBCkKkFmcz7RfuGVBfGs8fLpZ3KKy1tTXovgRs/RkaJwBjwCzpyjxr2tCAICF/RTIL+CkDEcAwRyzppaYer/eI5FI/0WHLGmVPSQ0FG3ePd4cPDs2UccaIgTxFDtG82m4GoGRsbC4VCarWawhByjBmXy6ATEHeVRgXTF8Qb2K5MIyseK2jzis3/TredXk4lEngHTG7m63Bl0Zfffi+/V79DOa3zvWlTwtqQH06wk66MTqHUFJM3Luk549BmtGVRLIHJoigaOS1oLxSJ4lUmzyTjo1+6bJdjVsMKOzK/L0JTUlHevJPO41+iKFKnlFar5Rva8BKwRIDPGDRjiFwUCgWFzQjpqX2SyaaMd3YUsuDAwnEjcGk5KCeWSre92+0CqUo4c71eT5EIYwxUcLxbgcUAdo6DgM5BURb6dihlgACEj5gYp//HNwkZgK4ci4kyNxvtnJZMWQtn5CW3H/+F9rOcYuvNnrUkeLznMCZT0GOK6agmH5VUsXMsqU6bmOJ2xkXsZAYZN8kEHiCOFbyc+NUor8Nk1xEvJM+fPBH6OKIoms1mMIRTKIFIm3Ztz02AJad/KbgxIKSlTEbXIIVG2kgWsiunKgWuKEjXwafT6XQmk8lqtdIHEeVKBE4uOk/pOOBXS44VTiUmW1TyldizZY4everR6p4/6dMxuYBCXyV9RvF5hZU/GTmt6t3h8s+8Hrbk2X38IQ33kj3LB97j+9GVYU/o5R2OzkGQs1ZMrslR1p1xJ0WbY/mm1eIX7GPUlhTyuAL6lyAIwK4xOeWm0Wh4bSTKZN6PFeSsAapNTI6x2/Jw0q5MdUDtVrxqCTJ8QCnP6+QdInw6/tDEScSX/ZCKQzNZW24v7XDDUnF8ALuGPhbKotE3qJSHn9NBQ6vFl0Irf3lVFJ6Vjtzki2J+z7lzKqzxSeW0qjfjhnKQKkL9GOeio5kBbjMG+mGXdzgR5XR3l8uQM9ly8kE7kxUVP6HqlUoFeWa1Wo20NipVcJuhOaBDQskXfA/QcFI/vlTT5fh9eSeZLDAu23NI8Xemx53m1ZWuIMiwbTqM+FQlXYdMOr2Q1olDs1gsAmGWTqcDgUAgEFDIOD/h2eGK/NkKdUJBgdxj3o3q+a55j+y5evhctUfSXpKkrpyhoFO+LTfGK2Te1eO38avlVBwHp1i92bPOOflajDF4rdVqNR6Pb25udjodwLBcLpfFYsGEIPKcSZEErlTebreRP+t0OggpRS7rDm1pt9uSJO3s7ORyOVEUnU5nOBwGwUgymTw4OCBeZIPBgJUApDU+Pu7z+ehTdOWZwVBaSiBDLWHPodLYoF05E9aWe1pa8jQvUn6lPIITn5Q6qCH4yB05K1mv1+Ep8DE/HBb0cmu1WphcciIInbK5ufnpp5+urKysr6//5V/+5djYGOhc4GXgrWHtke2nBfNpgk6nQxlsJo83ouQi3QRchI+Q6RuhO0n/wlun0+nt7e16vQ4OnKGhIT7wxo06FYr6anJa1bvHkvCeNlQdX+3Tp09v3bpVrVZBKjY9PR0OhwGoFLnkOZkmslRMtufis3k4Qa6o4bXFYvHx48ebm5sKhWJiYgJoTUmStra2Pv/8c6fTOTY2ptFo3G73+vr6jRs3CF/pcrmwzyjmZPLupPw84wp4ggyzEblsX0cGt/J3oCODtChZxeSGCj5spmqwIOfnefvclaEmm5ubR0dHYHcGKwv5/Gg439nZuXfvXqlUMhqN4G+Bx8FfiqJrxqEDmZwRUHC0pyIHQOAjC9wl3nS/yIbT7+CE293dvXXrVrFYBKe61+vFABbqRKIP/g1v0P6Q06reIgcgIX+SvD7GmCRJsVjs8ePHv//977PZrCAIQFAbjcahoSEKKZmsTvxhweRgj3cI29wsK7j37Xa7WCzeuXPn1q1bKsI5HeEAACAASURBVJXqrbfeOnv2rEqlKpfLT58+/Y//+A9Qprrd7omJieXl5d/97nfBYHBmZmZiYmJ8fBw7G+4i4xIHCrn2DiOm5EZh87ExTDpfi2bHAFhdObNF8a3ADRtXKBQGgwFmnPd7ce6Uy+VMJnP79u3Hjx97PJ6JiYn333/fYrHgtms0mlwuF4/Hnz59ury8fObMmR/84Adnz54FR3qj0eA9YULdwWsglgusR6VSQecpd00RON1tVKqf67fzBpz/KUkSOk8//vjjVCoVDAZVKtWFCxeoO6D9LBvEN75F+0H6Rb1fJuzhn0NfJHYMqR8d/MVicWtra3t7O5VKgaMvkUhsb2+jHQoHNlkM3oC05dbFWq2m1WpNJhN+J7+XcmaiKBoMhqGhoUwmo1Qqg8Eg/M9KpYLRQg6HAyxLLXn2oM1mgxeKowE7GP0evH2GMmNIUIebcwYaA2xNWjb+FLgUNz4CaMngVwscVpfuUqfTARytJY8iQsCCfBiIHLe3txcXFyVJslqtIGlBooEKXVardWpqanZ2dnZ21u12QxtxLFL2ns6USqVSqVQ6nQ7BDQV5imilUsGqyAVot9ulUqnVaqGC2OUQbHTAUaZT5IafdTodJEFUKhV4HcEMjylISNZgO1UqFRDRkd9EmDkmO1aUrOUNwGmx9v2i3sfluML3RFZMTl8rOGgxgbfz+fzGxkY0Gm232wiea7Xa/v4+KMrJR4XmKBQKisMRUZdKJQyXNxgMkiRls1mNRgOYNxYA7XI6ne+++24kEmGM+f1+t9uNXA5K0MgSM8ao91uv12OuQKfTyWaz4D8BrxMoWRjHCoj3RXILjdBYKpYNHUBZuy0PwYWAoSGXyxWLRXS/YDgZ3T0k/EC9JElStVo1mUxOpxNW3WQyaTSaRqNRLBYPDw/39/dtNhvYI3Fk4HOBGikSiej1ejTGoBcN/0JhnMAqQBNkMplYLAamCsrzM8YkSUqlUjjLAoEAMqDNZjOXy6GbFal4rVaLKctIrFQqlVqtRmB1NMlls9lGo4HGOHS8/vCHP2SMhUIht9stynTUOM1LpVKlUqHGErVaDcYYcjdwKjF5gOFzE3j9LP2r3i8jimcxmKKMwa7X6+D9yefzZrMZSM92u72xsbG3t5dIJLDjCWRGrpooitlsdnl5eW9v7/DwEPmYfD6fTCahruAJnZiYGB4eViqV5XJ5Z2dnbW0NKfRIJIL8OZ+mErge8nK5HI1GP/zww3v37qETQxRFt9s9MzMzMjLi9/s7nU6pVNre3l5ZWcFoQegJdvbc3Nz4+LjNZkOrCZMrbVTjAf341tbWxsYG0lGw+W632+fzobsbJMcrKyu7u7uHh4dwTPA0q9Vqt9vn5uYmJiaWlpY++uij7e1tSZKi0eiTJ08sFkuhUMCIsvv37+/t7R0cHIDLdWVl5fbt28PDwyMjIz6fz+12oypGDj8av9fW1h4+fKhUKtG4PjMzA3t7//79Tz75xGAwWK3W69evWywWDGNYXl5OpVIUz2P40cTExPz8fCKRWFhYSCQSqVSKMSYIAsAzYH2bmpqC0S4UCuCHS6fT8C/a7XYmk1leXn706BGIpaDqKpXKbDbjhU6nE/5Uj5UW5Pr/wHq/XqHslyh3KZPvBLOTTCZ3d3eLxaLdbsfAjc3NzY2NjZ2dnWg0Cg4DvimK6s+pVOrWrVsPHz7c3t5WKpUWiyWVSoFrgTE2Ojo6PT39V3/1V5iVlclkHjx4cOvWrUajcfXq1TfeeCMQCICHhFdvhJSNRgM+xZdffgmjAXrQ4eHh/f39t99+2+VyCYJwdHR08+bNf/3Xf81ms1AeMIrYbLZf/OIXP/nJT86dO2c2m0ulUrfbxRAS2m2Hh4e3bt26cePG//7v/+LicL9HRkbm5uY++OADg8EAE/fxxx9/+umnT58+hfsASz4zM4PodGxs7N69e//2b/8GnvP9/f2SLB6Pp1Qq/fa3v7179+729jZjDM0klUrlzTfffPfddy9cuAAzSLF3p9Op1WrRaPThw4f/9V//xRibnZ1ttVpjY2MKhaJYLH7++ef/+I//ODQ0NDExMTo6Gg6HFxYWPv744zt37uzu7ooy+5XRaPR6vb/85S+npqai0egf/vCH1dXVjY0Ncq1RxDaZTFevXr18+fL58+cPDw8/++yzRCIBKohLly51Op2jo6NPPvnkn//5n/EFwdtC5/x777335ptvXrx40Wq1vmjvPTcF0J9yWtWbcWVSKt5C29vtdi6Xy2azlUrFYrGcO3cuGAwiLMQgzkwm43K5eNQEn3Knpo5isYh5t6AfwVzORqOxvr7++PFjq9U6Pj4O+9+WCQbh0VE3CITPzYKKeGpqCuspFotwKLrdrsPhuHr1aq1WwwjxeDweDAavXr0KMpMnT55Eo9Hl5WXQqmEsLuUdEPDDJt+9e7darc7NzaEQKAhCo9HY3t7e2Nh4+vSpyWSy2+07OzuLi4ugYfH7/eFwOJ/P7+7uKhSKZDIZjUZjsRj2OgjbzGbz8PDw5cuXJycnC4XC+vo6HJbLly87nU6n03lwcLC+vl4oFG7evGm326enp5EFxBwinKSYK6xUKlEqz2QyiKGQnO90Oig0KBSKWCy2sLCwtLSk0+kuXryIGUyHh4fZbLZUKh0dHUWjUY1Gc/nyZZvNBqpJpVIJYnb4LHq9HiSzREqP9TSbzVgs9uWXXy4vL+dyubNnz545cwYs66urq4VCIZVKYTIMoh4mx0oEImrLpADfyZ4/qZxW9YZC8vCSbreL1Gu73cbkKkmShoaGzp8/Pzk56fP5YrGYRqOp1+vpdBqVXvYsdFmQ2yesVivsHsZKz87OTk9P7+7ubm5uPnr0aGdn59GjR0ajEXyGSPZQYRYFW8WzvUd0cfRpg0cNwUIsFtvY2MhkMqOjo5grsrq6uru7m8/nr1279rOf/Qxl81//+tfpdHptba1cLp8/f35qakqn0yFGxX3AIK7V1dV79+4FAoHLly+Hw+GRkRGDwVCtVv/pn/7p3r17a2tr+ES7u7urq6vdbvfixYtXrly5dOlSMplcXFxcX1/f2tpKJpPxeHx4ePjHP/5xoVBIJBJOpzMSibz11lsjIyPRaHRjY2N/f9/hcFy/fn1iYsLv9z969EgUxdXV1aWlpUuXLlFnO/rJUFR3OBwgrkqn04lEIpfLdTodJLczmQwC8pmZGbVaHY/HV1dXNzc3MQL56tWrCoVicXHx8ePHDx8+zGQyBwcHbrf7rbfeGhoaAlONRqP57W9/G41GEY/YbDa73Y5IG9ENvhGwUN25c2dra6tWq83MzPzN3/xNq9VKp9P/8i//cufOHdo5GLokymg/vjiKJP+3veNfSU7HKp8rZBWB7gYJgUKhyGQyCwsLT58+rdVqoP5BXg0whkQi8eTJk2AwiNm0VNYmjBo1Zne7XafTOT8/Pz8/Pz097fP5gsEgkkCYnnf58uVgMIjdI3BYaxAJMcaAP4XyI7vmcrkikcjMzMzc3BzSY0tLS9VqFTzejDGn03nu3DnwqMKf3NvbK5VK+/v7jUbDbDZ7vV6j0SjKbI2UbEedP5PJFAoFr9dL2WZYdfBDbG1taTSa+fl5VK2y2ezTp08RFaOldG5u7ty5c1NTU6FQCGk/vV6vVqtNJpPNZjObzXa7nTF26dIl3LdAICBJ0pMnTxYXFzc3N8vlsslkEgQB1hJfDZPTkKBq9vv98K1A7YTxRsjA+/1+kLppNJpf/vKXMzMzJpPJYDDEYrF0Ov3kyROcg4VCIZ1OwzcxGo3BYDCRSGB6cbPZDAQCk5OT58+fn56eRm5PkOcrIO03MTHxs5/9DN/C2NhYqVQ6PDzc2dlJp9NIoCCHT/NhKW9CG4/I4fpfTqt6U2FMlMGPUCGkW5eWljY2NtD4hRpPJpOpVCqMsaOjo+Xl5XPnzkmSRN3FlJ+DIwD1ZozZbDZkgKampnw+n9/vx7T6o6MjhACBQAAVWqpL4aChPjC0ndF4IIfDMTIyEg6HI5EIPkI4HI7H4+AwY4xZrdZIJAL+MyTho9Eo5n40Gg2Xy+VwOKiVrcORt+KD5/N5zEUgwhOQECM3kUwmTSbT7Oys0Wi0WCzZbPbg4ABueTgcxqSxSCTi8XhA/IrzEVgxs9lsNBrNZjNul8lkwhvF4/GdnZ319fW9vT1g8vB5CXYqyC09JpPJ5XIFg8GDg4NYLFYoFEqlUqFQyGQySJt5PJ6RkRGHw6HVat98883R0dFsNnt0dHRwcLC1tbWyshKPx4vFYqlUKhaLuJlUJUkmk+VyWRTF4eHhCxcugL42kUhQCEYJGiRHXC6X0+lUq9XpdHp3d3dtbQ2nDIYoQL2pkEEnKTJw1Ajw3Wz9k8gpVm8qbkHDwUmKvNrR0VE6na5Wq7u7ux999BH+tbi4iMCbMYZiuMViAUca4VXIhet2uxqNBlU3xnGbaDQazMRCgZTw1fysDx4AA9cOQnVp8HuD8ReJA7ycMVYsFvf39x88eHD//n1oC8hSgJBFaQr1Z5SvBLmxjDGm0WgISZpKpTD9G2cEeBENBsPw8PD09LRGoymXy2traxgwks/nkUhfXFwMBALvvffe9evXcUuxWnhGOFNyudzy8vKtW7fS6TRf/GMy7RRv2ag83pZnlYXD4f39/Y2NjVwut7a2trW1tba2Bmp0pVLpcDja7XY0Gv3oo4/u3r1bKBS63a7dblcoFA6Ho1qtSpIEmAAAOSgTfPzxx5999lmj0ZiZmbly5cqVK1dcLheq+vV6HbUMfBbkXLe3tx8+fPjgwQMMbARACPU8LJ4vQLJnp1B9i3v8G5DTrd44REn34ItiWDQG9+RyuUePHgGYlU6nEf222+1kMplOp+HBMo6ShdInXZn2gBx1HgODOQSE3+CrU0zuf8A6uzKmkurSKKXCV6S8IP0LqaYHDx58/PHHwWBwYmIC9Vukx1GXJoQp8oiUFKRDhMmYebS7MMaCweDo6KhOp/P5fF6vV6PRzM7O6vX6aDQaj8fj8Xg+nz88PNzb29NqtU6n8/z587haR+6ywmdvNpvJZHJlZeXTTz9FFh3jCjBRkFwhyjyJHAkx/PNIJLK9vY3QYGlpaXd3d29vT5IkNJaaTKZoNLq+vv7pp59+8skngiB4PB4E7QDqJJNJ+ERIsuzu7v7xj3+8ffv20tLS/Pz8+fPnL126dObMGcCHUBUHWAVHYbVajUajDx48uHv37v3790Eab7PZXC5XNBoFrTp7lgOfB7TR46dFz0+rene4dsVardbpdHQ6HSZdr6+vl0olnU5HDSRAblmtVpvNlkwm8/n8wcHB0tISytpEeED6iYMDg3JjsdjIyAh2NibplEolvV4P0v9qtYqNS7GZwPFvotqEJA2tHL6u0WjEW5DgEEkkEl9++eXe3p5arb5y5cpf//VfYxKwKIqZTAbXwYSzdrsNV1ylUjkcDkHmTlKpVJiC4Ha7abjCwcFBoVCw2Wx6vT4Wi5VKpXg8bjAY/uIv/qLT6aRSqb29ve3t7bW1tY2NjUQiEY1GTSYTQgaMAQWWs1QqPX369OnTp5lMZmxs7Fe/+lU4HLbb7bdv367X6/CJBJm+lj/IAIAFC/r29rbT6czlcp9++ilG/05OTp45c2ZqaqrVaq2srPzxj3/c3t5Wq9UY5ADO1sXFxXq9vr29jTOxVColk8mFhYXf//73nU5nfHz8+vXr169fHxkZASszgjXqSKM2lWKxCFfcYDC89dZbH3zwgVqtRmdhIpGgCAtMcoR6Qg2fyWwcIgde7Gc53eqtkMlG8H0Aw7C+vl4ul5HxdjqdOp1Or9cbDIZcLnd0dPT48WNgP1ZXVwFQ5SNYgr5BW7LZ7Pb2tsvlstvtaAI7ODioVCqBQGBkZESv19MGok4J2hBwGQDA7sqCTYPtgmQ7FoDfu90uRgUVCgVBEACohMeBqWAtedCHUqlEPRzVOMaYSqXSarWYrQscCB6h6KNer6MSHovFEP36fL7Z2VmcetAH1LdR5NNoNG25MxRH2+HhIeYKI1en1+tDoZDf70cp0WQyZTIZoqATniVCwp9arRbZNZfLtbm5ubS0hLfwer1vvvlmIBBot9upVAqDirrdrsvlGhoacrlcGCTOf93pdDqbzT558uTJkycYeG40GvV6PYacY9goAG18rhQ3EyEJY8zpdGIeE5yCjkwiwEMhOvKIC4XM+khovO9k559ITqt6M45RCK5arVaD37i+vi5J0sTExPXr1ycnJ5E5VygU8Xh8f38/k8ksLS0dHR1tbGwcHR1hVgF1X0JnABEVRTGdTj9+/Pjw8PCLL77IZDJHR0exWKxer6MIHAwGUVYtFoswxYiKYb4AomLypBvsYyDPgVfDI4CLUjXVZDIFg8FMJnN4eHjnzh043o1G4969e+l0WqvVFotFoE1VKpXBYIBLrJKHAQwPDwcCgcPDw9/85jeoM+PdU6mUQqG4fv362NhYo9GoVCpLS0v3799/9OiR2+12OBzoDwF6BwMPVCoV8vkwd8CuIq0dDAa3trbi8fhvfvMbnHH7+/uY+EdYUeBkcROoXxWfWqVS+Xy+RCKBuUVw4HHDO50O8OGbm5upVOrevXupVMrlciGHt7u7C4i4QqHY3t5eXl5eWlpijAGP0Gq1Hj16hOwXcnjT09PAyVYqlVwuVyqVqJSNjOODBw8MBgPu9oMHD5COQR4UqQcms8cQ0RV7Ht9b38ppVW/YB7LhjDGoFmItACTOnj2LUVj4Vux2u8PhWF1dXV5e1uv12OXlctlsNmMLdmQuAUKSYudlMhngQ3O5nE6nGxsbQweFw+FIpVIAiqDWSokZ5IEdDofJZMLZgTq53W4Hwpz2tMPhwMgOi8WiUCiQqy8UCigdPX78mHJ4oVAIuOt2u00tWVT40Wg0Xq93fHz84sWL6+vrAORqNJpKpVKtVhUKhdvtViqVSIADyE2j/DweT6PRKBQKBoMB8FikpprNptfrDYVCIDxOJBJms3l8fFwURXS5b21tCTILCs0tUSqVlDknNpuOLF25CwVzjhFV+Xw+l8uFioDX652eno5Gozgut7e3s9ks+NhwV202m0qlqlarR0dHgiAEg0G4TlRL12g0gUBAqVROTk6azWan09lut5EdUKvVDocjEongi4aGg+lVrVZ7vV6r1Qq3BfPVKHeAj0Mh4UC9X6/AU4JVxMGP0gsaLev1+tzcHFq4qNnLYDCEw+HLly/n8/lWq4V8LwAV6FjAc9DRCW8wGAxeunQJwFXYzFAoFA6Hr127Njo6iuN8YmICBdWZmRkAXer1usPhGB8fx7R6u92u0+mCweDZs2e9Xi+AYrDYFoslGAyiG3liYkKj0TidTnAeo56H3JLL5cL+3t/fF0UR1SloTptjX7NarfPz8yaT6f79+yhoiaJYqVRarRbwnlevXh0bG2OMhUIhMDEcHR3BLuF+Dg8PRyKRN954w2AwgLr8jTfeUCgUh4eHwJCiZ97j8SQSiXg8DjA8quJ2ux1wN6/XSwjftkxOyhjDx8FdvXbtGrB9oNm4evVqJBLB0QDGhU6n4/F4kskkBiQ4nU6fzweEv8/n02q1LpfrzJkzoVAon8/Ds8C3DKcG04JRhJ+fny+Xyz6fb3p62m63z8zMMMZWV1dXV1fBABkOh/1+P8antVotl8uFHC1RSoindkTRaVVv8VlWPWTO7Xb7mTNnvF5vq9UKBoN2ux1ageeg0DU9PQ3kCZqTKGVCmwMQESScga80mUyoNlWrVb/fj0jPYrGAunRubs7j8SChBbibwWAYHR19++23rVZrMBh0Op04BX7wgx84HA6fzwe8uiiKFotlcnLSZDJJkhQIBIAtwdQui8WCuB0VWmS29vb2Go1GMBiE0ytwA0mQH/Z4PLgI4DRMTv4NDQ0NDw+PjY253W7cCkEQQqFQMpmUJAnuaKvVGh0dnZycxG1hjMGYm83mRCJRq9U8Ho/f7w+FQhaLpVgsplIpxPMmkwnJ7UQikUgkRkZGADin9DKVvhljCoUCtX3GGHhd7HY7hhYxxmDbkRV3uVyHh4fVatVoNOK+1ev10dFRDCF0OBwYRVaVpSNTVmLUmdPp9Hg8Vqv16tWrzWbTbrcPDw/j+Far1Xa73e/3ZzKZYrE4Pj4eCoXQDIdpyg6Hg1hcaHsIp61djPUPEfJJbxw5512O9BMlYqSywMgLO0AvgTVDyzF8Y/R4KrgBQAsLC7/5zW9Qa3n77bf/9m//dnh4GFN4KQFrMBiA+iBuQ9glg8GAFhdUtmGdMC6rUCggy40+ShpLRPBmLJjJYytRwKOSOEwxUtloKaUaO+PKbx2ZIgoYHiZX6bSyUIMqZgNj8VTURSoO5HC4eF0WrEStViM6QCd2R2aGgSnGBfF5sWz4wALHJ0PLRpSOIxXpT1owzl/c3o7MG4kmPORKiDu5w7HE0zeIWwE17sg97Ug06nQ6ODu4Ps41wHs7HF8yTk9KnvVUwroyac+rbfVvU/rFep80mKG9wpdYiSGEF74o1e129Xo97aTjC6AtAj3EroWBoiwRUutM7v6HteTfQqFQoJJED3Y6HRR16Y0oa4AHeYEWmc3m4x8Z5TT6k4627rNsTZjC/RX3TRRFVBOe+xzG1R1hYNmz569SnjrYc/foaV2ZGIMdO7hJN3CL6IW894vkxfHl0Zf+omUfF0EQeq4jyuSWx+8wvwf4nz3/4nddn0u/qPcryOvzlABcQVYMdrhcLhOMhIJJpcy4eiIP6OV3Bl9c7cocLJT7pYCZnv/yN6T77AC2V5PnfpAerXjuqp57LryMnBRPctIc2PEnnzpvvEdOq3q/PuSQxWKZmZlRqVRIgyGbSp1h9NbUgvI61gDhka1dbg4x48D2AjdgQHxpwrBXvnVf+8LuCYmKTrSSky77ROddzyPHP0VPrudEK/mupF9i75MK4YG/cUH/Figc7Hb7yMgIoOn4Lw3HpUYRwrq9pLz8ziC8DYJYxhjNPBHk0YVMTjowDuTz+uRl7nlPCuprNee1WsiXvCGEwKGXvOgnXfZUaPhptd6vT4hpxGKxAI9J9c+ujO6mJ+PPE6n3y8vxuJTP6Lyyi/t/XMxzpUdFeyLVr7jgSa39167kRUt6eemJt1/t3ftEBurdK5RLc7vd8MDFZykye3oMkM16TYshXCR7lvWF1oNfXm0BrxCX8nr7kld+kfV+NT15ebN50vDttIfZz5VT7Jy/pitTsQ0lLsDg+MCbPTt68vX5afSO7WOM3LwnSQmk1we96DnUvkITjqedv1a9Txqrv7x6v/yVn5trPO6pvehffSun1Xq/vpvb7XbREoRWrWq1igw5Zar55BYfs33jAlecANtYA2kyD5Ckuv1rkpf/jMKzI1NedDX++Sdaxldc9rnPP1Gd4viDX5FLH6j3qRTCrgGt0ZUHd/NsW4ybCvz6VtJjonG+EIaHh6O82hFzoiCWN25fHU6/5JX/Ly76y8vL35ZToa4nldOq3q/vyxDkRgiFPHUUj0O7ui+eYvmNC70XRfgU5wtcEb77SlwiJ6oJdziCCva8rN5zHdevXg+9pH+C3hcFIP2zwpPKaVXv1yfkCVPfGNlJXo6Hwd+4oOJFfYiI9inpQKpOhbGXT7Cd9HB80Wf8v+SWXzJL92oXh5xetfym5LSq97fgFSPWRc25x3xBYKZePqH1CqgMyuRhASBpZDICVyFzvBLz9omSSScKYl+UIXvugy/vnJ/onpzoM77CDnkZi/3txBTflJxW9X59AotNLb49/+3Iczyh2wpu9uDXykk3HOyzQibirdfruVyuXC53u11wS2HakUIelP3yb9E9ySQdfMCveDKfbqSL8y8//vyvfeRFK3nuBb9CXt+VT4UM1LtXsFn5Pc0Hkz074BvfED37jOgE0LyFAQDoxI5EIuh/eu4pQ9uaIgu+hEbPJD+FSBdo3gv5Jl0ZD0t5PsbpPB8j4PeelXxtBH6iItNJdfsbN7OnxW5DTqt6v+67TIyf2E80GVt4thOQ3/EvIz0ayCsb/SThK/B45tHR0erqaiaTcTgc6MoGPzEtr+fi8OeJhp3CeHqvjjy5AfUCdIliqDjuAIC3yDUSZSpehYug8RPOBZEif3WR/P/y3b2m7/10Ke3Ly0C9v/76vBE4bhBeIU3FXmC1ejQcT4P6KRSKer0ei8VWVlYwFWhqaoroh0Eslc/nQb2Etm273Y62UOTYm81mqVSCjQX1EvJ2YEE0GAxktME9mM/n8/l8vV7vdrsOh8NisaDL/bgjQ+n9brfLD2x5tfvzFfKnqoSvT06ren8fBFYULCJgO9vf319eXj46OrJYLKFQSKlUnjt3DvzEGxsbCwsLu7u70WjU4/GEQqFLly6dO3cOfBLlcrlQKOzv7+fzeZVKlclkFhcXMWJxbm7u2rVr8PNB0gymt88//xw8ZEqlcnp6enp6em5uzufz8U4NYwyjI9BCC2pxIsAZyHcuA/XuO+E9BdKlbrcLDQfri1KpzOVyICROpVIrKyvLy8vLy8s0GCidTnc6nVqtNjU1FQgEyuVyLBa7d+9eNBq12+2YK1YqlUD8yhjDmEQwvayvr+OC+/v7wPYsLy8Xi8VWqyVJEvieujLah89TvI5YdyD/Fxmod18LIU9Jf2AnDQYDyBJBTv7f//3fm5ubuVxubGzs6tWrW1tbmO/79OnTX/3qV16vN5vNbmxs3Lx5c2NjAxyPmHCwv7+/sLCwtbX105/+dHx8HCzrt27d+p//+R8MDMQcr83Nzf39/Ww2m0qlrl696vF4wGcMEnVRnp0ocJP3BtIPMlDvb1t6akjP/S8ECXPoDMjYnE5nMBjM5/NOp3N4eNhms0Fvl5aWlErltWvXpqenp6am/H6/x+NZXl5eXFw8e/ZsOBzudrtmsxkUbk6nc2Zmxuv1VqtVr9e7ubm5ubmJETyJRGJpaWlvb69cLmNaqMViARvZ3t5e4XEEKgAAIABJREFUOp3e3t6enZ11u92EkIV6w0XH3KI/vfLS6ZWBevepIMXVarVA59ZoNHQ6HabbplIph8MxPT3tcrl2d3cxtv7atWt/93d/NzQ0pNFozp0712g0/uEf/uGLL75YW1sbGRmJRCLhcNhsNlut1gsXLrz//vsej6fZbMbj8f/93/9dXV3N5XKZTGZjY+PLL79Mp9NOp/PKlSsffPCBKIqSJPn9/idPnty6dSuZTCIax7hCopRA5pyqa9/1zRvI/5OBeveR9Li1fBsJPHPQS2CYJnLdmP7ndDoDgYDD4TAYDCB+NxgMVqsVjOjAw9RqNbPZPDo6Ojo66vf7jUYjstyhUAgczMi9Q7dBIU4MraFQCAOGcrncwcGB3+9Hjg1FdRTMALAZmO6+koF6952QktOsMia78UTMBLbWVqsVi8UkSQqHw8FgkDEG8mDUnw0Gg9frBZV/MpkslUoWi8XhcASDQZvNBhopi8Xi8/nC4bDVaiXSyHPnzr3zzjtOp7NUKqGsDVJxDBvf3t4eHh52uVxMnkNaq9Vw7vAQmu/s9g2Ek4F6f6vytfu+p97Onq2QY54Zxn2QYe90OhjARAAYmH1wiYOeDbzO8KUxtRNXprENkiSVSqVisVgsFqvVKmXO+LYZuAw2mw1znbryUHvyLxCBY7jHa7yJA3lpGah3v8hxxeahoyBykCSJ1Bs4M3SkF4tFSZLImQc6rdVq0axCTOQFCg0M/nAEwFQhSRLsNjS8XC5LkgTEC+aZAeiiUqnMZrPb7cZMNWpfw3Wg7RgGNFDvPpGBevevdOXWVFhvWGA4541Go1qtGgyG4eFhDDNOJBKZTEan06nVaoy/TCaTmUyGMWa1Wu12e6lUSqfTqVTq6OgIgJZKpZJMJp8+fbq/v+9wOIaHhyuVSjqdLpVKH330kUajGRoaEgSh0WgsLCzcvXu33W5jnKhWqwWhDS/w9g0GA3CvA+kHGXwT3568qBj2omcyjkeBBgBhXE6lUikUCjabLRgMejwejMuMRqNardZqtWYymUQikUqlGo0G5mlZLJZ6vZ7NZvf29mKxWCqVEgShUCgsLS2tra2l02mFQoFRm4VC4dGjR48fP56amjp79qxCochkMo8ePXr06JEgCD6fD+oNCjqMXoZuAzmL5b3W2ziQl5eBevev8G0eiG+tVqvVal1YWAD4pFqtDg8PT01NoRL229/+FqOFG41GrVbrdru//OUvr1y5EggEUqlULBZDB9jt27cPDg40Gk21WsUIzrNnz2I+qcvlmp2dPTw83NjY+Oyzzw4ODgRBqFarm5ub9Xp9fn7+woULdrudZ4yhkhj880HmvK9koN7fnhzf+l/bLMkzq4miaLfbvV6vRqNJp9P7+/vBYHBubi4SiVy6dAkw0nw+Xy6XgTN/9913r1+/Pjc353A4YrFYLpdDTB6LxZLJJHDsGOt76dKl8fFxrVbrdDrVavXm5uba2lo0Gl1fX6e3Hhoamp6ePnPmjNls5n1yqDc6zLqvOttokGl/TTJQ7/6Snk5p4LoxI6XdbmMqvVqtTqfTfr9/eHgYzV7vv//+xMREXBaHw+H1emdnZ6empsxmc7PZVKvVJpPJaDQGg8G33noLw3pbrZZOp/P7/eFwOBQKYVqgVqt98803XS5XJpPJZrOlUgmzeEOhEOZjg/sJM9VROcewRJ5n8kQy0O3XJwP17kfhlQSZcIzCtdvtVqvVaDSWSiWdTocxmiqVymazDQ0NpdPpeDwei8VcLlcwGPR6vS6XC30gwJkplUqg1sbGxqLRaLvdNpvNNpvNbrfTEDWNRjM5ORkKhdLpdCaTyefzrVYrFAp5PB7MVMRodGTskWDDKG/qHhde29iWgZxUBurd7wJYGNEnKBQKq9UKS4sRxfCKMRvYZDKNjY1BmdVqdbVaJYoF9ISjvuVyuQB3QY0aZTMaaIGSmFqtdrlcGJau1+u1Wi2KYbzqEkMrHqS690C9+0QG6t3vQuVl6AxasjHJnC9Bwf1G8awlCz9HRaVSoY6t1+uNRqPFYiFGl648XZhOEGTFxWeHh+Og4UcmktEWZBKb53JODuS7koF697Xw00iIVpGgaYwjVIJfjSdAA8GvShbVbrdPTk4yxmw2GzBtPB5O4Eim6I16UmXwIFAJQzEMa6D5pEjdDUx3/8hAvftXiCaB5h8BZFqv14E5R6GL5hNBn5vNJp0FoihWKhUwNKnV6kAgwBhrtVrpdBp8rzy5IlldYkfsPo8BWpBHI/FjW2ip4kmmIwzkdctpHSF4GuVlCmP8IzyVIqxlMpnMZrOVSgXaJXBjDPEcwF3UarVGozGZTDqdDtlvGHYQpwFYBlP8XPXu0VtCzlEDmUajMRgMZrMZHj7wargm0Ta+/G0ZcLy8PhlY7/4VCmuhxtVqdW9vb2trC+qNRDel3KDeIGzA70ajUa/Xl8vlWq0GFsSeLB3jKE35SSw9LLFU+kYxDK6+0WgcGRmZnp7W6XRMnqDCXnUU8UBekwzUu38FGS8wMYHb9OnTp/fu3ZMkCRkyFMwwcYGHmgC1huQ5TgegRxuNBs05ARCFyf4CmGHwvhQL0DLwoFar7XQ62WyWMWY0Gi9fvoxqOTLqOImw2u/kdg3kuAzUu39F4CYHQhubzWaz2QR1sc/nQyYcqsU3hEO9odho2EagDqQa78xTdo3PopG3TFcGukar1VYqlZ2dHRAk12o1WiQyAvw4tO/utg3k/5eBevevCPLgYXjL6AYzmUzBYHBsbGxubs7tdpNyAmGKijf6N9HIifI4Y6zVahEiBV49f32B4zamUhnY0THGgNByjx492traSiQSeJBmJCF7xxg7UeA9kNcqA/Xud6GpZkB3YxgIDLjZbKbIHNoIOw+TizCb3OxOp6PT6QSZvZivt8Gj7jw7wbvLTUplcn9Ls9m02WwmkymVSjE5fIB5Rx2e2NcG0g8yUO++FrKijDFwqkiSRAQp4rPDQAhYgt/RwgWrjieo1WqoH6+BXW4gEYXZ5LczTodxdiBjx+Nh4AiAmBkV9UH43ScyUO/+FT65pVAoUJeC3gL4SbO+CJoCZSN/G3qOx4nzkB4hMCnVz/F2vBmHztNoMXgEhEWlsjwicCqMDfLnfSID9f5W5URmjeJqxhi0GnaVfGBiO6M8GT3CniVa5c0s/oscG59goxVCpck4U3bteF2NcaNUBEGgQYID9e4TGXwN/S6iPACUMYZcF6kf4+pbIEVjjCGRhuIZKS3ptigP6CUaRrLGPJSFMQZ/ASwxeDJPbE7Cp9nxqkHs3T8yUO/+EuF5Qplt0kZSQphf2FUYZKg30uYdTmCreWC5+GyHNjx24F678nxSgtbgtbx68ytkXHl8YLr7RwbOeV8L+dvQGZhQWFHGGNrCkDwTOCgoOM9arVaxWCQXnR9RjtMBQDR6l3a7fXR0dHBw4PF4PB4P0nJHR0eYVWS327/D+zCQV5PBQdvXcjychjdO/jCALny6C+Ux0C2Apw2nA2jYcFnKlsH9Rsc4ZhItLCwcHBxgYsnR0dHq6urjx48zmQwPSn9RBqEnJz+Q71wG1rt/hRSbXGVRnhZA5S6A0iii7nQ6oChHwzbmdaLWzeTUNzn5NPMEYNVarbazs/P5558LguB0OiVJymazd+/eTSaTANK8zJoH6t1XMlDvvhbeZlIiHQk2vsELJe5OpwPci1qthk+uUqkQeOMsoIoX1bqRcgMQvdvtZjKZ9fX1SCQiSRIM+M7Ozv7+fi6X63Ly3KUOTHcfykC9+1qooI0/YXVRnWKMdbtdAL+BVwFrMpCn3W4XdfKmLIIgGAwGtVoNXx0OORQbaFaj0ajVatFqij4wcCTW63UifhngVU6XDNS7f4XMdZdrzOQbvJvNZiqVApkpOrry+XwymUS/t8/n83g8gJHFYrFisehwOAApRWtnuVw+OjrCAWG3241GIwgh8I6ArxMkpofX4XjOfGC9+1AG6t2/Ah0maBoBywjBJknS1tbW5uZmLBZD90gymdzb21MqlTqd7s/+7M+uX7/u8XhUKtXq6uri4qLH4wmHwxcuXNDr9ciKP3nypFKpqNVqTP+GDw/0KzkOwjG+h4GcFhmo96kRMpiizLVWqVQSicTa2trq6qpGowmFQgCNlcvlVCq1srJiMpkuXLjgdrsPDg6ePHni9/tFUZyensZ1qtVqNBotFAoGg8FutwPrQrSqyMZRj+dX6/ZA8/tTBurdv9KVezmYbMl7QCPNZjOfz8fj8d3d3aGhoVAohAFga2tri4uLh4eHN27csFgsBoMhlUpFo1FRFP1+P2YGAf2Sz+ez2Sz6w+HeE1UT6uSEb6c3fZETPjDvfSgD9e5foVI2/iS7Tc0heA6wLi6Xa2pqKhAIGI1GjUbTaDTi8XgymaxWq4RaJcQ4jyQFUBz5Np7goQch15PA7/HYjz/n275ZA3meDNS7f4XAJz04UEKeC4KgVqvNZrPX6x0bG5ufn8cEMjyh2WzmcjmVSqWTBRE7KacgCLDM5CPAX2CMoZBOWffOiyeH0Qu/hRsykJPKQL37V4gglc+Zs2P2HDRJIHhAJ7Zer7fZbMClUrsIngY0G0CsgszWwuSjBKTogiCAVu1F6HHegJPw8JvXelsG8vIyUO/+FVEeRcB7yMftpCDPEiIguiiKer1eFEW+fxPqrdVqAVODVqO3lBBvoEzDAUFTh7/9Dz6Qb0oGX17/Cg8gP65mBEdnHDRVkPtGoaU0qKhWq5VKJYBbAFlljDUajVKpVK/XYdXpsnhCs9nE7EGqh9ObNpvNWq2G8WNMNtcDIuQ+lIH17l+B0UaV+7nQEQqVezqxwZrIGCP1liSpUCigIZyfZ1IoFOr1OiiT8VpK0WPkoEKhMJlMsPC0KmTjoN58mo0K9d/aLRrIV8tAvftayG0WniVFhtIihVar1crlcj6fT6fTSKRhikij0chkMpVKRRCE4eHhiYmJcrm8srIyNjZWr9dzudyDBw+ePHmi1Wo9Hg/i8Ha7XalUJEmq1+uw27VaLZVKwRegqrtKpQIBK3nvWAnfTP5d3rWByDL4Gvpdusc4TMm7hvLDVmP8EMjGtVqtXq/vdDrwvRUKBSaKNBqNjY2Np0+fLiws3L179+HDhxsbG+l0uiNPQWCMNRoNkCir1Wqj0dhsNovFIuaWYQF8lo7vMEXz+YBHsa9kYL37V3q4UBljaAUlFdJqtW63e3h42GKxjIyMeDweo9FINtbtdk9MTDgcDr1ePz8/L4pisVhcW1u7e/eu0+m02WwWi2V2dtbn8w0NDVkslm6363A4zp49GwqF0EzS6XTC4XC73bbZbEx2y6H/lJNnslsOn4LiiIH0gwzUu3+FQlm+q4SgJowxrVbr8/kEQZAkaXR01GazabVamHedThcKhVqtltvt1mg0Y2NjOp1uc3MzlUqlUqlarWaz2fx+v8Vi8Xg8IyMjNptNEASPx3Px4sWRkRGTycQYE0VxamrKYDC4XC5ywiF8lY5XbxpO+J3euYH8Pxmod/9K91miUnqcwmCTyTQxMREKhRhjBoMB/d6YZBIKhUwm0+zsrNfrRVRst9t//OMfz87OlkolhULhdDpxFuj1eovFYjabVSrV6OjoD3/4Q1AvdTodvV7/5ptvVioVv9+v1+tRfkOW/jhloiD3og90u39koN79Ky+qdZN66/V6v9+PAhjGAOEs0Gq1KpXK6XSiaRQgFr1ef/bs2bm5uWq1itq4SqVCyyd1gHu9XpvNBjXudrs6nc5utwsyKTrRMBP0jYeykHq/CJQ+kG9fBup9moT6t3jfGLqkVCoBWRNFsVqtSpKk1Wp1Oh0UEtkytHn3FMkRzxOJOgheqtUq5ec7nQ7mkILjgU4cfj4RfgLBSi8cyHcug8x5/4rATQjAIzzhKf9M3oSSFSWvnoYTQRsxDBAMij0kDVBv9JMIMik6gm16Gv8Lzy0hciPBB9InMjhl+1cEeZoP6SogLnxGnX4HnpRKVhaLhQ4FEB4DAAOuJcKZwZeGqtPRQOYdz0dz6HMBqnQ6EIKdDTDn/SQD9e5f4QNvmEpCoSOiJrtKTKmAo8Ihp7klRHUOmlTh2el//DUFbjwYrD3qcDQzGFUxHAr8MSHILWiD6b99JQP17l/pcBMCSb1FUQRctFarAfgNu6pQKPR6fa1WKxaLarVaq9U2Gg3EzIwxnU6HZhLgT4gRmUx0o9FAvA2aB1oAukGJEwrvC+pFZNHR0zZIp/WnDNS7r4UiWyb3YNdqtUQiwRhTKpVmsxmkaHq9XqlUiqIIgCpS4jC/0HBgSOma1GGK66hUKvCrwfkXOKoG6jaD9c7n8wcHB6lUqlKp4OBgcjPJQMP7UAbq3dcicC3Z8K6LxeLR0VE0Gk0kEkqlEgzkaP9EiQsN26BbUqvVsPA9KTomTxQDp5rBYECXCGFUSMPh1ZOewztotVoqlQp1OMZF4CI3w2wg/SDfC/X+2nQu/4Seii6E4l4m46s7nQ4UrysTIQiCgHIxmTV+u/PGUHi2gxKZaiZXmBDKEmStI0//UyqVwWDwzJkzsNjAn4J3AU6yIBO54F2g3ihW8UaYcZ0qYFCGqadgHu9Ok4OZ7ERgnS6XC9m4QCBAfWZ0D0V5LCFNGhe5ycRYA2OMone6G7g43SVKGR4vrZ/oq/+eOxTfC/XukeNb5DhuhDFGtERQA95rRWaLBndSQkulUjHGaCQY9Wnyus049YZ5FOTJfqROjDEicsBRgpLY1NSU2+3G9RGWk/rhKEERGy8EtgzvAtXSarVKpRIfp9lsYoX8B6fZRoDKqNVq0LAx+agSZZJWQRBcLhcmEPL3jYpwiPwBjEN8jjwfcU5QIMAfeVQj4BfGP+FE6v09123GmICv+U9bnlslftEjZMF6olBYD/yXcalsWLBarSaKok6ng/IzxohHCTCP/4+9925u8zrTh8+DQvReCBCNBAtYRYlUc5G8Xm+ymdlJJpOZ7OR77XfIZLMzuxvvOOtdK5Zsy5YlShTF3kAUAgTRO0AQ5Xn/uObc7xHljSXH+aXx/KGhSOCp5+73fV0Xwl00gUC8GVclGKumbDbAD0muZFluNBrtdptx+SErRz9QUzrOqxC4x5iAzYKPMe47MKGIfUEH0c8yn0sldx2QTwoBqg2aSCyA42eINLIAYiqBLlgSlmiraWqFvvWm4v03LuF/i9b7969erwdkf1BqUr4ajV+wZkajcWhoqFwud7tdu92OQjE5mTSVjSFNjGcygRJQ3MoiSSAEjDLVGLHE/Da+bjabDQYD5dhkzjREUkpSQY7xhSjjghRRIIDTib40gnadTgf9BepvBAJwCvBhsQiPyBy5Or1eD8BW0lBI5gMiwmAwyAJUI7QG/AVcDzTFBR10ud50XYr3xYVxKwWHCkUaiXYwTCJ2Nrg+ZFmu1Wr5fL5arTabTWSqnE7n8PCwSqUymUwXxE/m5SgsMSomN0HBOcCwYPfgb9MnEefDiSUZpggcOTMchHGXGCVrxrPl/X4fTgdukPwIHO0CNQqpOcqiQ9nhvtAGh6Ya8t4Zx42p1WpKpdJsNuMskiThuUHydTodOQ5iyCOa7u/gmV8udinery4aWkbVlwCMyGmnhmpYtvPz82q1mkgk4vF4Op0eGhry+/2RSMRms8HwQkIgG7B7ZDwpjQStgU9KHP+UQnTwfvb7fZPJBFsK48l4iE7RPn4JoaLJEIm3oEAgGWPUpgJbShjJBLEs8/Qh5erI/6dAA3hMjDFJkgwGA06n1+upVo9sfK1Wq1ar+K5Op8O9n5+fD/j0i06no/wfxfliP9yl9f7O61K8Ly5KcVFuHNKbyWROT0+x7QwGg9VqDQQCTqdzaGio3+9nMpn9/f1EItHv9w8PD8/Pz/1+PxxOGDoxHU1hPBPsLYk9WUtJkpDcgos74GgK+DB9l2ws2suQsjIYDEzIeDNeY2Mcaw2/MRqNYr8apBfnwjAZXBhcDCG34buIX8jjgCXHwfv9fj6fPzk5efbsWTweRwOMwWDAEfx+/+zsLKbTFQoFCnIXBJiKCDSshkc3uARye5N1Kd7fvEgaJUkql8ubm5t7e3v7+/vYbSaTyePxXL9+fWZmxuVy9ft9cPfF4/FGo8EYczqdd+/eNZvNEH7KXyJKZ1wySZVQXY3xLBeCZ5VKJfLvItkGeaAKE32eelQxNAKTyIQkGc2E4YsKhcJgMHQ6nXq9ruB4rOREQCZbrRYKZtQbR4EAHHKZ841j1BwH6fV6pVJpd3f3/v37W1tbyLEjXrBYLMvLy4FAgJDYofvEgjk8BWQELuQjL8X7jdaleF9cMLYQrVarVS6X19bWPv3003Q6nclkNBoNRiaj0Wi5XM7n83fv3mWMDQYDnU4XDAbRc9LtdtFJBsNIqTVYYJgmsuQ4I36Gk4wWUaVSCWtsNpvJw2eMIedH2QH8CZ4CY4zy9rgdstWomTGesiaZh2DTFDc9BAraKduHSyV2cSxIJkUHdAQ43jdu3IhEIi6Xq9Pp7O/vq1Squbk5gEwg8cYYoyEZkmQKNOjgl875d1uX4n1xwVlljA0NDdXr9UQisbGx8dVXX8ErBnRZPp8/PT1tNpvtdjscDttstm63q1arUZROpVJw7CEPKEdB3mCKUdPCASGi7XZ7aGgI4TpaRDudDjJhBoNBr9dDxoBVbjAYCJmcRIIxJklSu92u1+uUOUP5CnPaKM5D3cC8izU8uBJQK/V6vdVq4bw4MqX08HBepSWCzMOBhz2HoY5EIpIk2Ww25B2HhoYWFxfHx8ctFgvccgoHkOeDY4IoHamNCxjMr7rxl+v3rEvx/n2rUChsbGwcHh4WCoWpqan5+fnJyUmPx7OxsbG9vZ1IJLa2ttbW1rxeb6VSQY4d8IZarbZSqWg0Gp1Oh0QXjVjLspzP53O5XDqdLpfL5Ht7PJ6ZmRmv12u1WrHpDw4Otra2vF4v/P+zs7NEItFoNPx+v9/vB1IaATy02+1isZhMJmOxGPJwOp3OYDAEg0G/349PVqvVbDabzWYVCkUgEDg7Ozs8PDSbzVNTU7jmRCKxublZKBQqlYrZbDabzVar1WazBYNBp9NJyfBKpZLP5wuFQj6fh2m1WCw2m210dNRoNCIRiKzE5ubmycnJ6ekpDLVOp8ON4IFgrK3VauVyudPT03Q6nc1mGWMajSYYDAaDQZ/PZ7VaIeHUb/Mn3RF/YetSvC8usRfi7OwM/Lg6nW5ycvLv/u7vpqenvV4vDHs0Gj05OUmn0/DYEWlDMp1O59nZWbfbBZYw1Z9QT04kEtvb2/v7+6enp2dnZwiDQ6FQu92ORCLhcBguejKZ/PTTT/1+v9frlWW53W7v7+9XKpWxsbGJiYnp6enR0VFcTK/Xy+fzu7u7e3t7e3t7ACo3mUw2my0SiTQaDRjMYrEYjUY3NjYGg8Hc3Fyz2VxZWfH5fKilDwaDnZ2dTz/9tFgs1mo1k8lksVjsdjvOrlarjUZjr9crFouJRAJ5xOPjY4QVLpfL4/GcnZ2hMU6SpFarVSwW4/F4NBrFb1CGODw8RKLOarXqdLparZbJZKLR6OHhYTweB0uxTqebmJgoFArn5+djY2OgSaG0wqWEv/66FO9vWBSams3mUCjU7/dtNts777yzvLxss9kI2wASq9Pp3G63xWJpt9vtdhuSEAgEdDqd2PgB57zZbGYymSdPnnz11VfJZLJcLpOXC8O7vLz89ttv+/1+t9udyWQeP368vb1tNBpRij85OanVakdHR1tbW/v7+zdv3vzggw+Ghoaazeb6+vqvf/3rVCpVrVaRWofvkEgkotHoBx98MD4+nkql9vb2VlZW6vV6JpM5Ozvb3t6empoKh8OtVkutVn/55Zf379+npD3ygmazGd1yY2Njg8FgY2Pj+fPnKysr6XS60WiQT67T6VKpVLFYXFxc9Pv99+7d++STT1KpVKPRcLlcSqUyn8/jaDdv3vzxj388Pj6uVqsPDg7u378fjUZjsVij0UA7vVqtzmQysVisVCo1Go2ZmRmbzSYG/JfrNdeleF9clDDv9Xomk2liYsJms42Njc3Pz8OhLZfLp6enp6en3W5Xp9OZTCZ4tufn55VKRaFQGI1Gq9UKkwinlDq9YGPX19e3trYYY0ApValUUA0bGxuMMavVKkmSyWSqVCqZTCabzarV6nA4PDIy4vV6TSZTNps9ODio1+sajebatWsKhSIej6+trX399deSJHk8Hkx3t1qtZrMZi8WKxeL4+LjD4ahWq5VK5eTkpFAoUM0ZTketVisWiycnJ51Ox+Vyud3uTqfTarWi0Wg8Hvd6vXa73Wq1DgaDw8PD9fX19fX1fr/v8XiQAigUCqlUymw2WywWn8/n8XiOj4+3t7dlWdbpdHCw6/X66elpPB43Go137txptVpDQ0NHR0dffvllsVis1+tOp9Pn88my3Ol0Tk9PS6USuUKo8ykuyU/ecF2K98VFyZ52u20wGCKRCLxKIPtnMpnd3d1Hjx49efKk1+uFQiG73Q7rLctytVpFUs1gMJhMpsFgUKlU9Ho9RL3T6RwdHT158mRvb6/dbt+8eXNpaWlubk6n052enj5+/Pijjz5Kp9N7e3tQGb1eD10iQ0NDV69eff/99+12e6vV+vDDD589e5bJZA4ODrLZbLlcfvDgwdOnT+v1+vLy8k9+8pNQKOTxeHZ2djY3Nx8/fnx8fFwsFpGKh+TjYkKh0PLy8uzs7NTUVDQa3dnZsVgsd+7cuXnz5rVr19Lp9OHh4Ycffri5uZnL5U5OTprNJmMMsfTZ2dnc3Nw///M/u91uxtiDBw8++ugjSZKq1SqyaDabbX5+3uPx+Hy+UCikVquTyeSzZ89+97vfMcaQPszlcslkcn9/32azTU1NffDBB2+//fbZ2dnJycmvf/3rZ8+e7e7uarXaSCTidrtNJhNqFn/a7fGXtd5MvP/YXYF/JmEV1XiQ/kE0XquGuEUqAAAgAElEQVTVUqnU6urq48eP9/f3W63W6Ojo/Py83++32+1IMqOjS6FQaDQa2HNqF0GqHFauWCwyxqampt59992ZmRmNRpPJZMrl8meffdZoNI6Ojrxe79TUFDo09Xq91Wqdnp6+efOm0+ms1+uxWCybzW5tbRWLxVKpxBg7PDyE4UXgCmcBIUan06lWq6lUKplMttttGECDwRAOh69du/bWW2+Njo7a7fZ6ve5yueDnIwHWbrcbjQYy7cix1+v1s7Oz4+Pjer0+PDw8Nzd3+/Ztj8cj83kSi8XidrutVqtSqfR6vZFIxGAwGAwGVMUB80LZ73a7jdn1crk8Nja2zNf5+Xk6nX769Onu7m6pVMLpaBZl8DL24+/fMH+5TazflyC8sfX+4z2yPxPZJgQy2uVw1xG4/s///M9nn30my7LH47l169a77747MTFhNpsR7lJqDZUwNGkpFApqR0ELGork4XB4amoKY9tWqxUu8cnJSTKZHB8fb7fb+KTdbg+HwxMTE8FgEOI6Pj6eTqePj497vV61WpVludlsotiWyWQePXqEsL9QKORyuVwud35+fnR0ZDQaHQ4Hauw2m+2DDz64devWyMiI2WzW6XR+v//WrVtbW1svXrx49OjR559/nk6n0+l0LpcDMKPRaETiPR6P93q9a9euLS4uulwu3Ptbb701NzeHvYHyXigUOj8/j8Vi0WgUJr1UKqEzH88ZaQj4O8Fg8N133/V4PECDtFgswWAwFArt7u7WajVoTPllrrXXXG+0Xf9IO/BNReZ7vIxL5/zikoTRK8gqyjZra2urq6vpdNpsNk9MTEQikaWlpdnZWafTSeDBMPXUH4IKsyzMZoPrD+MoJpPJYDCgOEQjE1AuNI/FGEPsig9T7Q2dLd1uF01yfYEGHHV1mH2fz6fT6c7Pz2dnZ0F4AAnR6/WoPBkMBpj6crm8s7Ozu7sbi8Xgemi1WofD0Wg0wCWMAjuUFF0GFv2e8dDm/Pw8kUisra1ls9lmswkHBEF1qVSS+IAaKv/QpFAKCj71ico84/3znU7ndWRbFIy/XNP9Pa5L8b64qDkUCWSdTpfJZO7fv//o0aOVlZWZmZk7d+689957y8vLyJ9BpAl+gHo25ZcnqCVOMAAOIMAnUUspoM7q9fr5+bnBYEBTB7QGKtvU0wbhAdNIr9drNBrQJhqNBok6l8uFC8NB4OGPj48bjcbd3d1kMon+NrS7UL/N3t7eL3/5S/TqXLt2LRKJoKvsk08+2d/fPzs7a7fbKBOgYaZSqUCz4MbRAmAwGFBLk2X5iy+++I//+A/QIV2/ft3n8xUKha2tLYyXDASYN8LAgL+Du2u322dnZxDXZrPZaDTAl/In2RJ/uetSvC8uMqSDwQAit7u7++zZs2QyienuiYkJq9WK7jTGmN1uN5vNVO+VBTAmmS/GGDpMHQ6Hx+Mpl8vVanVvb8/r9fr9foVCgQx5o9EAyBEIwNCvgmL15uam2+02m831ev3g4CAej3e7XfjzSqXS4XBks1lAytjt9rGxMZ/PB66SfD7faDSQwSYoFVHjIK4ulUqxWEypVI6MjExMTMzPz4MeHLUxGilBLJ3L5RKJRDKZhGtdKpWePHny8OHDUCiEHj7G2PHxcaVSGRkZGRsbGx8fHx4e7vV6aJXD0zAYDG63Gy5JMpn8+uuvO52OWq1utVroJigUCiqVCuVxolWRLpkS3mRdivc3L4hlqVRCH8ja2lqv17NarV6v1+fznZ+fR6NRRL9zc3OhUAi+JY1nMj6bSUeDeIyMjIyPjx8eHiJLp9Fobty4odVq4/H4yckJbNTY2BhasiF7p6enuVwOYowi/IsXL/b29qBrRkdHlUplPB5Hs5pCoYACunLlysHBwf7+/vHxcTqd9nq9FouFZtFEIm6MdjYajUqlMjo6uri4ePXq1YWFhVQqValUqEUXs9yoCPR6vWg0Go1Gi8VioVDY2dm5d+/ef//3f1+/fr3b7YJdtFQqaTSa0dHRK1eujI2NabXao6MjdMWiNQARh9ls7na7+/v7eETQX6lUKh6Pn56eWq1Wh8NhsVjIb79cb7QuxfsbFg0wVSqVnZ2deDxeLpeBN7K3t4dSNnozTSaTyWRC5hxD1OJ0N+PhNI1njI2NNRqNRCLRbDZTqdT9+/cPDw9VKlWxWDw9PdVoNOFwGBS8FM8D1TiTyXz99dcvXrzodDrb29vdbtfn842Pj0NIlpeX2+12Pp+v1+sPHjzY39//7LPPisVisVhEKV6WZVQBaNASSWzKL+j1elTdtra20B5XrVZRjkYFHsCsY2Njd+7ckSTpyZMn+/v7v/zlLxljuVzu+PjYYDCMjIxMTU2hmOfxeKLRaCqVevjwYSqV0mq1p6enyWQS2YdMJmOxWBwORyQS+dGPfoSM3aeffgoVUK1Wj46ONBrN7OzsjRs3kCOAXric/X6jdSne37DID6xWq1tbW+j0hmP5/PnzZ8+eoeFUkqRwODw9PT05OUlZIvLGXxVvxMB6vf7g4AAGCv2hGOe0Wq0+n29ycvL69esOh4NiBL1ebzabMT5dLBYbjYYkSV6vd3R0dHJyEgTdVqu10+nE4/Ht7e3/+q//whkxj40aG8Ja9LoygSecYnuTyTQ8PJxIJGKx2LNnzxDkDw0NoUWnVCqlUimVSjUxMYGr2t/f39vbOzw8xESazWbzeDxTU1NXr17V6XSdTicYDK6uru7v729sbOj5QlDdbDaTyeTw8LDH45mfn9dqtR999NH6+jpy8ngFsPyLi4tvv/326OioXq9vNpu9Xk+r1V5iLb/+uhTviwsNLfBFvV4vWkRv3ryJchdYeGhuCfbHZDIBWgzZMrELFZ+k+W20o928eRPtoqenp/V6HYGx2+0OBAJzc3Pww6FBOp0OTuHxeEwm08nJSbVaNRqNXq/3ypUrk5OTQHpTqVTz8/OMscPDw1gsVq/XG42G0Wg0m83hcHh8fHx+ft5isXi93rm5ucFgYDKZgsEgoCYAljAzM/OLX/wiFoslEglkzm02m8lkwix3s9l0uVwOh0OtVrtcroWFhZ/85Cdra2s7Ozs6nc7j8czOzs7Nzc3PzzscDkxx37p1S5KkQqHQbrehI5xOZ6/Xy2QyZrPZ5/OZzWaTyYQH1Ww2jUYjmlLR6ut0OpGTC4VCer2exl3/qKb7ry+qvxTvi6vX66EBe2hoyOPx3L59e3FxETMhmJRABgj5XpVKZTQaLRYLxJu9ApDChFwd/mQ0GpeXl8Ph8PHxcSaTyeVyjDGHw+H1eoPBIOLMZrMJ/7nb7Vqt1kgkcv369XA4HIvFyuWy0+n0er1jY2MIXOFgYxbl5OQkHo/ncrl8Pm+z2aAaEJ/3ej2v14vkGSbJkKZGFWpqasrr9R4dHR0cHGi1WqPRiAxfuVwul8v1en1oaMhut6tUKrvdPjc3ZzQaTSZTqVQyGAzT09PvvffeBx98gIodnsz169c9Hk8+n2+1Wmaz2el0+v1+WZbT6XSr1WKMoZZuMBjw7/j4eKVSqVaraK0LBoMjIyPUL4Segr8+8ftjr0vxvrjUajWSQ6CqdrvdZLGZgI4mVrYpy40lc3Qk+gxhCUHyATmG+XDsdZ1OB4FBmzrq3liNRuP09JSayZvNJo6A4Bx1dTqj1WqdmpoKBAKkoex2OwEqWq1WTJUDFI3UEHJdJpNpZGQEJ0Wnt9Vq1Wq1drsd6QaiTLBarf1+f3p6Gvnt09PTfD7f6XS0Wi36RpGGHBoaQu/60NAQSt9oBEQd22Qy4Unq9frh4WGDwYDBFQQFEH608SAjKKJNXK7XXJfifXGpVCq4l2dnZwhK4VoTAhlhCeLzFMGS/DMeckt80ZCZzOkNhoaGzGazWDmD8AN+eMAR1LVaba/XQ6nc4XA4HI5ut4tGLuqWFQ9iMploMBtoEIQqIcsyMtVoUwHuAmXagNCG1m7cKRppDAaDxAGbMbsKWe31ej6fb2ZmZnNzc2dnB4PrcATQfIpxVBTnGW93AfIM4JAVHJ4dt2mz2dDSh7AfFwYuhAFHa/7jRd3/D/yCP4luuhTvi4vaUci4YcGsIZDGDobRpvISRKgvEOthj4p9bISCyAS+DjjhyMxjHGUwGDQaDYPBEAqFgGqg0WgwEyJJEkROrVYjTcAYA3gLGk7QPQaPXa1WI4AfCAwEjGsffGDAwdVxTIVCARWDkBu/wUXiM91ut1gs7uzsHB8f41x0wAHnXUHDGZ4hAcjhShjXJuhpEa+HCVwo0KdQDRqNBlf+3fpS/5bXpXh/wyJvUCGwfJG0DzjBgDjeQG2n9MkL/WpUMwO8CSwqZd1gaSEYGo0GDVsej2dpacnn8wWDQRhVieMo4YAYZSOQQ7o2mXOMIRdIOCfiyDS5DOTYi2ik+CWkkcCS6OG02+1SqdRqtTQajc1m83q9GINnnICJLoYemiiu1JZPT4m8IcXL7OIyR4km3Mg/+rv/61pvRkJEW/aPcikvW8vvcV245ldv4dXfkAQSlLfiFT5AbGUaGmEcpVApMBBcuC+yb4wx6n6ReA92t9slau5ms5nNZk9PT0Fy4nK5IEKSJFE+jHGyLqSd6IAQJJB+oImdCZIvciEM+MJBgKOGu8DPYliBBATc71KpVKlUKpUKco2jo6ORSARGGHlHcqclSYJ2IC1JXgPpRHwFl40v0pjdhSfJXvZyL2wY8b9vtFH/rJzz71EQvov1vvC4ZYF/C3tX8U3cjvR1sSkSS3zxZCHZ/zG+/6qFFI3kq5+88OELpvXCAcU7wrAHtruIAURBIAw4HUT8q8yxjel+6dbklxl2JQ4/LssyMNLwDHU6Hdo5Ydghk+SgioDHYqcKcTD0OLcRubUY4UD64ILUSUJunzxnyg7i9hkPQIBXgSC/XC5LkjQ0NISoHhiMcMjFNwgVQxEKXZLoz4vOEZ4JXcMF1fCNb5AJ0OgyL1vSfbH/QymI+4f+JP3ffa/iny5cg3j90KdiLvDCNVyQi1cF6hvP/n+t36ML3li8ydRIAqsbtjsoezCowF4OqETBE9s2xUBLyWk3GLds2Luij8d4+EpfRNckdq1YbZZ5SEybHsYBQkIqZvAKUD7jygULpgaY/qIRHgwGsDmUMydRGXBMcsgJ5jFQOSPcYgWHXpM5XCljDEALMsczJ/IjiDftbCLWxDXQhMY3PmeSZMxsiF1fMjf4NJulUCiQHqf0nmjqlQJM+mAwAGgkNJdI6KngXKV0pwMBqLzPCRhxI31OaSJ64/QWiGVRkiSCZ8UHBpx7kPF0CXYL+ouo7sAEpldxD0scFnLw8gA5nu2Fr5ABoJ0jcdpT+jpeBN4dkpcQhAtaQDwgXSE5VkpOwPT6Ev777fx3jL3JHH2j4pFlmXKeSqUSSDr0/sSUMnuZO5pxnSfacPaywcfnZZ4Ao5u88Bsm6EhZiO7oxdDmEK/kQrhIT5y+CPBjscET+GoqTscpqnBR2b96eViiy0NmdsBxxSUeFNAvFZxzcyCwmtD+k3nySSkQhjEhm0C3JnG2M9q1JBVkt7HR0ZGOGTWNRkPELEpODN7ncM6w5DgCe0Xd4L/QXOQTKThJo/h26DmI4U9PQEqlJ4OfYVdozJ4unjwdSWAmprNIvCJAgQATEqJkhFQc6Z0UscSDDpkD18sCVSsZP9q6F6SGCSxLOAW9Nfn7hnn+jnAOsIG07fAnYqvEBBLaJ2G1lEol5oQxNoTCLxMsDMi6yLoODQ2RV4Y9QU+W4jRgdMLgQGsgKJV45EaRMIo6Cs6VJ55XyVmm4amCSQO2COYCb4KAe4Gy5vV6HQ4H7rRYLMqy7Ha7MeNJ90X7Q6FQAGmc6DgUPDFG0BHkBQDhHNPUZJ9VKlWtVgM/IepSBABOxoS2CFndAU/awbKRzSeZVygUcHkufJ2eIWOsVqsVCoXDw0NMpLnd7mvXrjmdTrowPBzGjTY6bTqdDtF9ivmwAZ8MB6aq2WxWvUJIjAWJFeVEIfAcs5d1Bz484AiQZDMpAwpVAqvDuHwiZdjtdqlcL76yXq+HiVc0CMiyjMuGKwdVgiunDmXyQSShSEGKjDQ7KRoM2NAvqYjwpiL5e9YbgzENhDTyhZ1Bl9hut09OToDOZbVaQSil5LChjFsPHPOCJSfDQo7AhfhQ/NaAE2shTr7gCMhC5Inf4FCieWQvM3VJHKlf/BOSTBCw58+fHxwcBAIBh8OB8phSqbTb7ShNwYcfvFy8IRVzwVDIvBFddEch8BRB4Grb7fbm5mYsFnM4HMPDw6Ojoyhuk0siutzQF5KwSGaYEGCLT1gSSM7oaTDGzs/Ps9ns0dERMJsZY5VKZWhoaHR0dHh4GC49E6JQvKxCoVAoFFqtFqp9aKExmUwOhwNqHbLxamj6qqoS8zh0IkoWih+gP4lPXrTwuDzy6ukhUE6eDD4GzoFXKcvyyMiI2+12u90EL1Ov18fHx8fHx+Ha7O/vY6TP5XINDw9Te7JCgNYQk7Liw6d3JH7me1xvJt6DV6Yd6XKhDpVKZb/fb7VaiUQCQwIul0ulUk1PT7vdbuhIkHIwTn8DHS8L+TlS5IjNYKURE+JP1NdNe4jidtHwkqOBCwMWEvYN2ifJjpFNg9eA3ilKIuCSAPr38OHDtbU1l8sF/EOFQnH16tVr167ZbDawZIquKbncCh5zwhyJ3jgJHuSfQtMBzzABCfyTTz75/PPPZ2dnl5aWAGlGEiW9XFfvCRTieDK0ywdCsnrAe3WYEL/Ac8GjA8IEcBrQ6448QqPRqNVq7733HpGlEQsqEN2Pjo62t7e3t7dTqZRer3c6nZOTk1NTU5Ikud1ujUYD1GTsn97L9Oa4JDwTFQexYNzFHfCKHb0vHE3Bk3/03lWcp5leB54JMOGJkhGwFmSWsYs6nQ5QHz/++ONer3ft2rXbt2+jv/Do6OjZs2fPnz//+c9/HgwGUUH44osvVldXx8bG5ubm7t69a7PZqH+WxJsKgQM+YDvgLG6ibbtgGP7w9d1jb/nlKLfPG6QYY91ut1AoxOPxnZ0dIOzCf1O+QiiPG5Z4QpVMH9kc+i/5tH3OAabgcSNp7gFPNSmFFrGzszM8XzoLfUDUo3CfIAZ40+QdSDykZIw5nc6pqSm73Q7V0+/3XS6X0+k0Go3Uv0HGkwkWSeL5ZJyxx0ntyfnHtVFIL7J2KpXKQqFwcHBgMBh8Pt/Z2Rndr4JX1OlFXLCK5C8MeMIMZxE3k8TTgfiwxIGlFAoFxkIB/IKtCYqVHqcNgg6iizw+Pl5ZWVlZWcEwqVqtLhQKxWIxn8+fn59HIhEgwJOKoeskdSb+huRTdPHIOaf3JaowciJkIcQg+bkQJ9MXaVF5AtTFcJ2glJvNZjwe39/f39raunPnzvn5+dnZGWiqdnZ2oLxgikgBMZ4exk0phIwgvVly2Ujpy9+ff/7dxfvCf0Wh7Xa7mBA+OTlRq9UE9Mc4/ChJAmVZlJxMB58kcaIHwXi4heCNdDNFoRRkkg1njHU6HbReYTIBf7rgL8hCcxUEhhj/kCAEea3VanW73Xa7/a233kKssb293Wg05ubmwuGwy+XS6/XkyEgcXZQSyPAXmMD1RR7H+fl5rVZTqVRWqxWXAUdD4iVidGs3m816vQ7AJsrfUBmMrBbujnHDSNEKTKssy8BXu/BCe5ypkwnKFP3hrVYLo2n1ej2fzyeTSSCoAjtVpVLp9XokRMDZ9PDhw4cPH2IgpNfrFYvFWCx2dHQElYGRMpq6ozCECvX0iJAHIQ1OLwuvXhIiuAtlSzwNiodJjfZ4o/GFIguORkoKJh1jMP1+H36ZQqGo1+vJZDKTyVQqlWazCZsPkslcLhcIBLoCNTplVdDUTCE99hi8JNLjSLhIkoShg/73173zZuKt4EkC8mkVnM+dZJusLlU7TSaTRqOp1+vZbLZYLKLvEpsV00gOviwWC2673W6Xy2UMSBHVO5CMbDabzWaj0yE+zOfzx8fH1WoVI8pwX0dGRiDMwBuQeMuXWq3GBg0EAi6XCwepVCogzUJmCyNcFosFr1aWZfiZmUwmn89nMhnodQISpMgCcAUgD200Gs1mE5caCAQAmQy8biaEwRSOKhSKZrNZKpUAhIo/IVPdarUuVBxlWW42m6D7Oj09RQLfaDTabDaXywXOXVTaSGjx7iRJarfblUoFdglvqlarlUolPGcUsQOBgMFgwNhZo9FoNBrVarXb7TqdzpGREfTPAkRFkiSo0d3d3QcPHpycnBgMhuvXr1+9erXdbmcyma+++goc6cFgcHZ2FjteEorYeH0iRCSwYlBgt1gs4DDDEwCCMnBgAckGbx9byGazEfMhueVY+Xz+8PCw3+8TqhQ4241Go9FotNvt+DqEHK1E/X7fbDYjpYI8pSRJyLOQl6Tgqf5qtbq2tnZycgJCZdqEaO+HDGcymXQ6DSh4YNc5nU673Y6dxl7OtP/h643Fm9wJ+g25qXS3FDUpFArcgE6nq1ar0Wh0a2sLE0KgjAPmTiQSiUQiIM2y2+0ajabVah0eHn700UexWAxmp9VqAbsDfZpUNWm320dHR5ubm6urq8lkUpIkm80WDoeBK+B2u41G4/r6+scff4y8Lqx9Op1uNps//OEP4ShWKpW9vb2tra2NjY1qtarVamdnZ999991IJGKz2fBqcSP7+/svXrw4Pj5uNBrhcHhsbAy5FlzMYDCo1WrHx8egIsnn85VKhTGmUqlu3LgBPnBcA3IBJN4AcpIkqVKpHBwcPHv27MmTJwjSZmZm/H5/o9EwmUwAM6D4s1ar7ezsrK+vv3jxAsBJGBpfWFi4cuXK8PAwqBew4Dfhh0ajEY/H8/k82svPz88xSQqj5PP5RkdH33vvvfn5+eHhYa/Xu7e3l0qlarUanJeJiQmj0Uj5CyRTKpXK+vr6vXv3zGZzMBj8x3/8xx//+Mf1eh2h+/r6OnY2FCsTeIglSQIxE82Tdjqdp0+fxuNxeEzgVItEIsPDw1DNhJAFOBqz2Wyz2eb4MpvNZMNx7xDv09PThw8fQq4AU/f48ePV1VWfz+f3+6empqampiKRiNFoxL51u92DwUAMuxhjGo0G878EJo9KkEKhKJfLX331VbfbzWazer1+YmJiYWEBQ3sEEXlwcLC6urq7u3t0dKTX6x0Ox40bN65du2Y2mzGog6hN+p7KY28m3pKwKIAU4yKKBuF0Me78QA7j8fjDhw8ZYxaLBdvi5OQkn883m82Tk5NKpXJ2dnblypXBYLCzs/P06dO9vT1MFEObxGIxGNhqtQoijt3d3e3t7RcvXoCUBxEsYIny+Xy5XF5YWJidnT09Pd3Y2KBhQ7VaDcOL3XxwcLC3t7exsZFIJGq1GqSu0Wik0+kbN27cuXPHbrcbjcYvv/zy4cOHiUTi5OQEai6RSGSz2c3NzZmZGXCDNJvNo6OjR48ebW9vHx4eojUFm2x1dTWXyxUKhVqt5vf7wctDmQW4weASv3///t7eXiwWA7bZxsbGwcHBwcEBhsChBVqtViqV2tzc/PLLL4F5JsuyTqc7Pj5OJpOAQLt586bZbKZsH77LGOv3+9VqNRaL7ezsJJNJRB8AjaxWq7Va7eTkJBqNYgy73+87HA5svsFggNQ3emZRaWMv96i0Wi232z08PGwymbDpbTYbCmC1Wq1cLrfbbYqhFLyMksvldnZ2AOdgNBpVKlUmkymVSoVCARnN09NTmDhsg88++2xnZycajSLagqmA1yPLMp4bdeZD1OFF44CVSgWIrkgZAj3m5OQkk8n0+32fz3d6enp8fLy1tQXTYrPZZmdn4a0wxsCsRgkaBCnpdLrT6SBDUSqVZFnOZrO5XK5UKi0uLi4sLESj0S+//HJvb29/fx9qot1uHx8fI39ZKBQWFhZGRkaMRuOfLPaWhbI7xZnYNAqBQULidUWZM78je3R8fPzVV18B2AjFhmKxWC6Xk8nkzs4OvKxwOCxJ0tbW1tOnTw8PDxljer0eViudTsdisXw+X6vVfvCDH7hcrs3NzY8++uj58+fpdDoQCACjEzRaoO9stVoej+f09HRnZwe+HKBIjEaj3+9HiLu5uXn//v21tbVqtep2u1UqVbPZTCQSX3zxRTabNRqNk5OTgUDg/v37//Iv/wLfbHJy0ul0plKpXC4HHq+lpSWn01mr1aLR6P3793d3d7PZrM1m8/l8yAVms9m1tbVmswnnkCqFA97RBbl69uzZRx99lM1m2+02YFvAE9xqtVD8wwNvtVq7u7sPHz787W9/WygUzGaz3W43GAzZbBYcJsAhjEQihLiM3KdCoUCoH4vFVlZWnj592u12EV5qtVrkwJAXAKUZyA9sNlutVkPJHZWFRqNBvQ/4QavVYq/rdDqEBtjEAGxQq9WIxc7OzhB8Knl7Yr/fz+fz0GjpdBqnQ/IZ2hB9NW+99RYeZiwWe/DgAQgGR0ZGgsEgOJJisdjBwcHw8LDf7wfAO5nBbrfbarWgX6LR6N7enlartVgsiPbT6XStVgOaJXjUTk9PE4nEixcvUNMOhULQ1JBesKxDvJFhqdVq/X6/XC4j51qv12u1WrVahYs0NDQ0Pz9/cHDwq1/96vj4OJfLzc/Ph8NhgGRub2+vrq4iSQnGZSro/AnEm1LBjLf7iXlamdctZaFQiYYWynAgU3X9+vUPPvig0WiUSqX//d//3draQsjabDa73e7m5iYSV4AKQ6E1Go0+f/58enp6cXHR6XQiPw9bOjEx8cMf/nBubo4xlkqlHj9+DN2ZTCZzuRzgOwHWhSgA0ChjY2Owt7ADV65c+cEPfuB0OiuVCojyrFZrq9VCOBoKha5duzY+Ph4Oh/1+v0aj+frrr9fW1hKJBONjVdD6wAlcWFiYmZmZnZ1FhPzgwYPnz58fHR3Z7fZIJDIQFh5XuVw+OjpC1AD4JFBzA/AURF+g7GaMFYvFlZWVtbW1fr8/Pz///vvvBwIBi8Wyubn58KLcpFgAACAASURBVOFDgCVvb2+PjY3BzUFFkBDUkCk0mUxKpdJoNM7NzU1NTU1MTICXc2tr6/DwEIx/IyMjVqt1bm5ufHy8x2fRgKOEuVTKUQ0GA5PJ5HK5qtXq+vp6JBJxOByDweDo6CgWi+VyOYVCAWlB3wu108p86hs7JBQKLSwsAJh9Z2cHNTbG7QfUHJBkgPEyOTm5urq6trYGFKpcLpfNZp1OJ6QaFghnARAFoOl9Pt/s7CygbLa2tjDfms1mM5mM1+sFhQOeD7khA97+jJ2P7lfsfKVSabFYxsfH3377bZ/P12g0tre37927B3cGGg0oN6Ojo/1+f2lpaXJyMhqN7u7uPn36FH4rVP/3IdT///ou4i264tLL/ffyywsvHoliiZdhsb0WFxd//vOfo+srlUptbW21Wq1qtYpkSTweTyQScIdGRkYWFhZA0KnValFgBOEuslxqtdrv97/zzjt3796VZfng4ODs7GxlZWV/fz+VSqEkYzQaAeU3OTkJNtxAICDLMsADj4+PfT7f/Pz8z372s3A4nM/nnzx5gpwwvA+DwRAIBK5evXrr1q2lpSW73d7tdqvVKnIzjDFYxUwmk0qlstlsJBL5+7//+7fffvvGjRsoIiSTyS+//DKRSBiNxmKxSLE6FVEqlcrR0RE8jtHR0Z/+9KcTExOhUAhsu0ihYZ6MMVYul1+8eLGzs2M2m+fn53/+858DovSLL77odDpgKdzb2xsbG0OAR73uCARADArebKvVCm6Gd955J5FIbG5udjqdWCzWbDaLxaLT6QTbCXzmZrOZTqfh/uDhSBwsHTs4EAhkMhkgKAKvAvFCqVTS6/UoOCNLzxhTcgwMUv0qlSoUCt26deudd95xu90PHz5UqVQnJyeU/z8/P9doNLieYDAIZa3T6bCR8vl8qVQCJTvjZXDER7hxkDcMDQ0Fg8Hbt2/fuXNneXn5yy+/dDqdH330UTQaPT09LZfLIyMj8GhQaKBuJTQaMkG8KXVvtVrHx8d/8IMfXLlypdVq/e53v3v27BlQLlAMcjgcs7OzkiRpNBqIt8vlUqvVFBK2Wi3qSviepPu7FsaoTiiWUkTDLi5Uv6jkqOb8NWhWJSQjFBIVCoXD4bh69SrQcJPJJJB90QQ6GAzC4TByuYVCoVQqAaw/kUh8/PHH+/v7nU4H/PKFQgHBZC6XA9o+MgIej2dubg5pp52dnRcvXmDnYaOgFVSj0UxNTcFfha94dnZmsViAdra1tQVbDSxE7CSMQBM9oNPpnJmZAb0enNWRkZGRkRE4fgjJdDodMkmIXKrVajqdRuper9cHAgHUw0ZHR1Uq1crKyurqarPZRDEWDxmyjaZAlUrV7XbNZnMkEonH44zzH0xOTkJL4uGjQkNpJ6QbfT4fGnUQV+NNIYfk8Xj8fj98afoXOh0NBYz7aAqFYnZ29qc//enjx483Nzd3d3fz+bxWq0UByWq1ondNxdnXEBJDsM/OzorF4mAwwBmDwSCQmNABinQ6EiuoaCA8fvz48dramk6nA8x7NptVqVTYWnRhWNhpjLFMJtNut2022/T09N27d4eHh8/Ozlwu1/T09KNHj6LRaKvVQi8qygEwvFTjoFojlYfQgmE0Gp1OJzIOGo0GVS48E+xzSZKsVuvExMTh4eH29nYsFkOD88nJCbw/lHjYnzZzTkvmzVL4LxUYSbzF4plopqg6Rf1q1J/Y59OXdrt9YWGhWq2iKygWi8VisX6/Pzw8HAqFKpUKWg5yuVytVkNBqFwub25uplIpeOBwE5BqRkGCxqFcLlc4HDYajUiBgDUeHHp+vx+PWK1WI/KEoQNzUL/f12q1Gxsb29vbOD62OG6q1+shuADyqcViGR0ddTgckBPUex0OB2irweADNafkw+HY4pBeXCeqoKDyALMPKgjkFoGpLxAIwI3sdrvQCygcwrumrh7Gmw4l3q6D46AiYLVaCemVGoRwXpfLRWNYqDui/tfjoMX0WsPhMHgXW61WoVAAsy9iVLwLqHJsAMgGts35+TmoVIDKBJIWxvsUVMKoGaJlpVIJmpd2u43IHDVI/JU6Saj2RgVdbB64hPPz8zDIJpPJ6/Ui6kE6ht5pj8/MipGUQuiHw/OEKrTb7SjdUc8Vgg48fDw91I8AZYuKd61WAxSs4uWOL1HWxP++UVL9u4g3fB48elwQtTdSywETWiChU/FDX+g2x6GgIJUcqAQlx3A4rFAoIpEI3C2Uduv1+vPnz9E4NTY2BuE5Pz+3WCx+v395eTkUCmFkmvSr1+sNh8NI2KpUKmCJKZVKXDCY6/R6PSaiIDl4c3ABMCCFws+jR4/u3bunVCp9Pt/S0lIwGEylUgcHB48fP2aM6fV6lIiR+RTNI7Qb7hQZGo1Gg8KSJElQEEj2ipVtkplGowGTruLgatTaBcR/lOVIvZKjpNVqweCjFGYYkP1W8pEsRMKE6IK3IPHWYLFPln4JFYxaLiVTIT9w2m/duhUKhZB/cjqdrVbr3r1729vb4kgGboSya2q12mg0tlqtNl84C54DCmnwZWKx2KNHjz788MPBYGCz2RYWFgKBQDKZTCQS29vb5XKZgh0yg9TzI8syamZE8GA0GnU6HfrwgGmJzCtuCq4HCofYVDQeS04r416nmHXCPWq1WvwewciLFy9+9atfAeUGWRWLxdLtdn/3u9+lUilMDcu8K/47SOU3ru8y7w2hgigO+IQG3Z4o22QilLzd8kK4jhhGbO2Qec8Gipmjo6PVahW0uIg2z87OCoXCj3/843A4jFkfZEHD4fD8/LzM2wlVKhV4MFD6BgMe0iRUxoR1Qjq0UChkMpl6vW40GsGh/fTpU5PJNDY2xhjrdrs7OzsrKyuLi4tzc3PLy8uRSOT58+flchmGCK6B0+nEBgK8KY6M5m3KfqOBgUISZCWQM8OflEolOEwGg4HVas1kMkdHR9VqldwiBR9Bl2UZSWOQgTHGEOfXajXGmMlk8ng8OKAsgEDgyQ/4QF6fo0Qy3sUgdiWJ1RByxBhnMr+QiEH1W6/Xj4+P473YbLZsNvv8+XMlB1fDjfdfHhNCjMYYgzhRDk9M8cAvSCaTW1tbz549CwQCExMTc3NzS0tLL168YIwdHx+jQCgufBf3whjDWWq12unpaTQaBQPE6elpKpWq1+uSJOn1ephxKvoOeJeHxJv52CsT4NjDeLBkgRUv92IeHR19+umneCmhUOj27dtGo7FWq62traVSKdKV4o2/aslFMXwdaX3jthZJGFSga6Lbpq1DbSekvSgtIS7aZLLQhZZOpz/55JNEIgHCrZmZmXA4DBiQtbW1RqORyWSUSqXf7w8EAl6vF1VNxktomPWpVCo6nQ6NGYwx1GnR5kFzS3a7HS03rVZre3tbq9VOTU2hL2Vtbe3rr7/2+XyMMZozAb8f2DPRVB+Px9FwUi6XMTOEEZpUKnXv3r3p6elwOIy2bdiWcDi8sLCAvC45t3h06Cd3uVwajSYej3/44YdI7W5ubm5sbMRisR5f3W5Xo9GglADi7lAoFAqFdDrd+vr6559/fnR0xBhzuVyRSMRut9OGoFEH0bhdeL9qgclkIIDAyrJMHaNwzvEBOMPgHtnc3FxZWWm1WoPBYHFxcXx8HI2cqVSq3W77/f7R0VGERRgWRg8CtXmLMiMuFZ/3RuNjrVZDRtDv9+P1oesOTjUTXEhKIqATjvE63GAwQNNUKBTyer2xWGx/f79UKimVSmwJ9E2imRoeDVUxya9BzylF9aRBZFlGAI+5KaPRiGFnwD87nU5q1EEcnsvl+v2+Xq9H1AM3Tfk9TY+9cVsLBR6SMAYocYABUeDRhyxeqIJP9lzoy5F4nRzWG10ue3t7Go0GgKFoHcOGMJvNYMwAr/309DRIghKJBKo16JGo1+s2m83v98Onwk4iNYQLBu+P3++PRqOlUmlnZ+fx48c2m+34+Pjw8DCRSKAhEbjI2Ij9fr/RaEB+MAUNKa1Wq51Ox+VyBQKBkZGRdrv95MkTeASVSqVYLKbTabVaPTExcePGDY/HoxR6fpQc/zQQCASDwYODg1qt9vXXX6MNIxqNHh4eVioViugYY3q9fmpqKpvNgiPp0aNH8XjcYDCgyefs7AzUnGApEjvSxceu4MxEsgDVpODQhWIjA70m9jJcESIg8rGbzSa0HkoD2OKZTKZQKBgMhkgkMjU1BQx59JPTXmIceUI0HgNOdagQxuMxPmCxWCRJKpfLqVRKoVCgpwWTCBTuSQJACOMJAhxEkiS0IZyenqLR+OTkpNfrDQ8P+3y+4eFhZHDgk9MovizMQYsXjEXxKeND+wMB7gY5DswUII2KDgW8a8oRsD/tvDeWxLv8KeuA34sxD4j1yBnGHkKzPn5Q8mYY+Jk6nQ5FC2R0gsFgOp3e399PJBLPnz+HO12tVnU63dWrV+/cuROJRBCcV6vVTz/9dHNz83//938///xzAIk0Gg2w2MBcGwwG8OyiVwyTTPCTx8fHb9682Wq1VlZWTk5OfvOb3wBREB+enZ19++23lUplvV5fX19XKpXoV0H42mq14BQMDQ3V63UQa83MzNy6dWtjYyMajWYymZ2dHbxsxtjY2NjS0tLbb789MjICm0NCIkmS0WgcHR1F6TWdTmPLrq+vIzeDRn149UNDQ06n85133sFTTSaT9+/fhz6tVqulUgle69WrV8fGxpBzxrkIHkjJGxAQDsA3qdVqiBVxLhUfhkX1mGJgmbOdKoRpLY1Gg17UhYWFbDYLc72ysoJCt0qlmpiYeOutt65evYp8IbYEHQSVcJxaxYdSkTOjanC32wUjSqlUOjw8LBaLv/3tb9EojjYbqOBms4lmW8YF+0Kcj6xhr9erVquI1dFsMzIyMjc3F4lEfD5fOp1W8slCNOch34RxFEqR0GgzTToPBKABnU6HQAOZxWAwePXq1WQyie6mtbU1PHOkbJG+hcL9Q+T5wvoudW/xwTGh1k2pxaGhoeHh4UgkwhjDHIVer0cvwbVr1yRJAuMcYwy15fHxcTC8h8Nhq9WKnhC8rXw+TzVGFDBu3rx569Ytr9crSZLf7x8MBq1Wa2hoCCMc5+fnWq02FAqNjo6iVK5Wq4ExolAojEajy+UiFwPR8sLCAopbW1tbGOF2u93BYHB0dPT69evBYFCW5Xq9PjMzc/PmTdgTJE78fj9SuOiX1Gq1JpMpHA6/++672AHIDCOoRjfV1atXQ6EQkmpUaIAxRDp3Zmbm7Oxsf38/Go1iW6MvxePx1Gq1iYkJFI0MBsPo6CikAhymyAviLIuLi+hvt1gsQDKlCBnvC779xMREr9dDjcBsNqO873a7JycnS6VSJBIBXRG+S2EUuVpU7ob8Dw0Neb1etKChNwm9K0ajMRwOLy4uzs/P+3w+BAh4An0OOYg6IkYJRkdHMXWDQnowGJybm0NSw2w2WyyW6enpk5OTw8PD4+NjqAlssFKpdHZ2Bkx40RjCipK/iRRMMBicn58vFoulUgmDN/Pz81CINput1Wp5vV5sjPHxcafTScag3+/j4cNWWSyWSCTS6XQmJyf9fj9y4Hq93uv1Xr16tdPpjI2NgQcuEAjcuXMHRgLsFJACr9cryzIaBEUoqz+BeFMKjcSbImdZAADEG9XpdNPT0/CQAdM9NzcHs2k2m5GyggF56623RkZGMILn8XjMZvPbb789MTFx+/ZttCWi9QdAJfDMkf9wOp2AAbl161YymSwUCr1eD0y0WCaTCT0M//AP/6Dk5FUoAuOO0GGK0sjY2NiDBw+USiW6/BcWFoaHh+GZGwyGW7dueTweXInBYECMoFKpwPIdCAScTqdGo/H7/SDum5+fL5fLtVoNE2zolKRuTRpXZNzrUavVTqdzbm7O4XBMTU3FYjE850gkEgwG4QtgwMPhcCiVSoPBgBaA69evHx8fI/i0WCxwW4LBoNlsZjyERg4S52WM6fX6mZkZq9UaDodtNhsmZ5C6Rxzk9/snJiaw1xFyU4JdlBwE4ZiyRDEPHeZLS0uFQgG20WAwTE5OBoNB4FUxjk6FxnUIyczMzM9+9jO0f6DhF/I/OzuLVhmNRhMMBtHJOz09rVAoQIHkcrm8Xi8GdQuFQqVSkWUZE2C0Y+E+UJCPZpV33333F7/4BfICjDF0QweDQZwaNIl49aj8o21RrVbPzs4WCoXZ2VmwwRmNxh/96EfXrl1zuVwej8fpdGLccGFhQalU4o0MDw8PBoNAIPCjH/1oYmICw07QpFarFQ8QBSDkYr8Hsebrja03YiHly5gB8suVba1WC0ZLAFmhO4oxBqgabAW9Xt/ljM3BYNBut8MzgeqFWGLGGLMipO1gN+AdIRrHXOfIyEilUoH1xoMDi9X5+Tn6AalsK8IqwLoODw8jc3N0dAQXQKVSgTwApk+tVuMs9XodsKewycjPwW9EFxfa6ZEjqNVq9XodWROn00kZBEpTKzhNAsVpyOSjuwOf8fv9oODy+/3YuJhRVavVZrMZiQmv1wu9YzKZ4P4g5Mbwg4ovOEF4/sPDwxBmjEZBhuGVjI+PWywWqFH4pUqOKkM/4BYoxc34GDNeB3rUm80mYwxEqygoiHdKx0H97OrVqwM+jgrZhpen1WqRCoV/gaBpYmIC/QtWqxUxoMFgcLlceAgIFvocepnS75j3brVarVZLr9eHQiF8C83kmJxB0V6hUFDtHe8a+yQUCrnd7na7bbVasZ1MJtPExEQgEKDJCGgTaGo8OvjboII3Go0jIyPYwHBJ4OY0m02Yn+9Fqml9F/F+NSlPCX0sGCKayiYLDztGcTsiPcaYxWJBdzc+SWVP7FQErpR7Q+oY1wDPEyU0k8mE/DxqVCrOrTUYDEBAqxCwRyllQHVdVIl9Pt/h4eGLFy/sdvt7771nMBhQUlYqlRg5NplMYOeg6trw8LBSQAsYDAYAA9DpdD3OLkTTFzgdXYbEW/cJf0alUoFO2OPx4OLhOg4PDyOji+MMBgNU7+Er2mw2lGeoGAPZbjab0Dti5DkkLJTNtFotXgcKV/CJEORDYHAEugvGE0t4OBADaFK8UDxwMb0iyzKlAEi24aOenZ2hSZZ8wAFvF0G8g3yKxPtMxPw2Lgkx8BCH6KREl9gPgxvEVH+pVCoWi+12Gw4LSeZgMECjFDpwCH0ACQilUgn1OuBt5zgyWgaxAbAh0cfq8XjQViDzxlVoT7fbjW2AtkWZ98Mxzkv1Pa43PtyFqIbKdKLHLgt4N/hZrHkw3nlHCUlKLfY5nwYpXeppk4RquSge9DPUJDqWkIHvcVIOxSvNNtjoOC9eTLlcrlQq2FJobGg0GuRMUuSG4yNG6nO0HSXH9MF9EdwqfZHCVMpK4rzs5epon+Mr4cbVHMK12Wyi5weWB21wdBmSJEGXwWRRiwvqefgw47I94FQE+BZ8JZnjE6JARek38iy6HKZW4nUyCpvF/YBdS5OSEu+DoHwNvURqR5U4GZOYhaaHIHNIJjFPwXhyF1qjL6DBImUryzIS11TKwbbR6XQ+n6/b7VqtVtSc4ebQBTNeBEVIrxWIX0W4IaVAFwlviLYlXadS6N6l946bAt5bn8Mz9wVM9VcN5x+43rgwpnylKY3euiTUDPD5Pkf5lTg8EDVCQZMxId8OH4aMM6wB8tKDlzsHGH+UhE9AdR1qSMTXIfMyB5Rm3NFAGEktH71e7+TkJJ1On5+fIzttMpnq9TqGGfGq0L2EfC8NA1Jggs8YDAZM7SMHQfdCmohai0kk6LldaCNhjMHAYpYIPVuAAQI5LkEX9TgmNCauexzxG268+OT7HJBc5swT9Feq2VLtoy+MN1BPG2ltitFE8SYJUSqVGA2SOYAhnhvjRq/HuSXIsMM7hdDik0ie9zi+P1WYaAOwlye3KGSjK6HoDw8fwzPInLnd7lqtBkcJrwnvFN2E8suQdYwbLaodUMWXbgcXT33WkhC6MgFhvtfroSIAaG00Tfc4irOW81i8kVT+nvVd4BzYy974BStKTgt9uCfAcdL+GPCWY9LotJNgARhj9ObwppWcepJxbafkdDnUVU4H7AtIg/AASbRk3hhHTiCcYcbY2NgYzBecYRTqyINgXMHhHsVXiKIrLpu8CdGCSdxzIZgxSQCQpCKw2B1BGgF1OGS2VRwCCbcM8aC3oxBAncmVVXDUQWg6WqSOGacQUbxSfYUEkl0SNwOlWiSOEi+qciopkRboCdhv5JjQ2x/imKF9ARJT1CAUfSg4/ldfYERAuI4NMxB4lGQBGt3r9d6+fRvN3sjO0Iw6sAZwUlRGKQiHylALNCyMuyqSJEETSdwdIy3Q5QDmEHU8PYSZSADhdH2+oJFFB+d7WW8s3r/nl9LLTruCNzzAsaFIiXFoTsyHiTYBr1CWZeQYCLcYgRNG+RjfWHQK7GMmKBpyzHBh+PoFf4nxl4QEydjYGMrRSPspBYBOBR8PoH9FxgXsyHa7LUkS5pyUfMFA0YZDKpXcPNF1p2dFgQM5qDREoVQqkc6QOUqxLMtADqLnT1oDt4yIFJVzJWcapO4uxvFGmQAYzl4eWhoS+BLIA6KnSsfBJAaZPpn3mdJh+7zRDXYPj6Ur4BbDlRtwcmXYfDxtNR+qwwXgCLDbFMQiFU8DISitiREEY8zn87ndbtJHvV4PwomHiSuBe4++fexP7DqoUdoS+DoZDPGZUD8Mnh40iMyx1rR8UUBE+QjyWV5fHr91vXFqTfyB3hzCMwVfypczlhRkkgHEx9ScR7IvAG7jJim6w1dQq2Qc1VjJm6gVAgyA4uU5HsYYDkXpLtgHCJiSE2KSzYefpuS9hxIPsSjLreSorHQB1E0pSRL0kcRDBklg54BxJkcdJpQJxpYumIw8KZeBUHQkQ4Qbx92p+DSSxCGlSRdAKoY4x0Ofg8OrOBgmOa7yy4sJYi+qQibADHc5hQs9jb7AZ0x5DURMVOygL9KzpRuUhZ4weiz0YTx8ckPo1dOF0StD1VP0DcnOk9cgCbyIKM5TWh5vDW8WFlus8JM/SD4FhTCkRPAKyMIN+JAFuRhEiq7gczg4CJov6E9vJJj/1/qOJERMENcBB39Vc1x78vpEo6oUulMlnntgXJIpQY1dSw3qJN7o5kNiiTaHSqCnFV0AbGVkXDHIQWNSmD0ECBnsJOwwuGb6Ag01WS2JO9hkT0i8FTydpubDcxKnFiWJJZWBUURq/JaEFAZMOraUUkjUkaMuc0IiOovYG8MEpA0oF9KecDgpPic7SRld8c3KQlBN7o8o3nSinjAgCIVFGRNYVDwcVMuRhMf1EICkePYL4k2igm2A7KBaIEuU+VwNmQEy1CS0SJSQukd0puZEf5RPQQO/Wq3Gueht0ua8oINImElxkOaVBaeM7lH8CvwCGjjFTiZPBOJNeud7WX+oc35BbuWXzTvJufRyloJ2Nn6jEJJk9Bu8G6WQaYf+U/Jyy4UTsZfnKMlTwPghE5hlkVEb8ClU0gt0apIuWRhfp9PJQgngwu/ZK3hVFAuQVadP0lIIQbv0ciZCIVDwvHq/r/5X/L14kSo+xkgHpLdw4e2ITpZ4a3QicqcVvDud3iBeGbUk0AbAxyRhkaCSrRZlg76IyhmV68WHQApCzQHD6WkzLiTidhribLMXHj7FREwI7khriA+fvK0Lv1QKiXTxGi7seXrsFMZLAv+EGBx943u5cKjXXBLlAP6K16sS9adaolD9CdcbPRCZ5ykp8UO7mdwKeCvoSmKCQkEvA1WPATmkVquBeQpPQQwWZFmGRaVWHMYYGsiHBGYL8fJelSK67Dd9LK//av5M3uO3ru+5jH65/iqXxHELFLzYzhgDphrIhiBLIyMjmLhyOByUAO/3+4lEIpPJAFVWlmXM+brdbofDQTZ2MBgkk0lAX5bLZYVCYbFYZmdn0UMuyzLy2GIt+nJ967p8Upfr2xe5rAMOa91ut5PJ5JMnT0DKAfHGHM61a9eAYw//tlKpEKMgMvkej6der09PTwM5R6lUAmV9d3f3xYsXp6enwKuz2+0IayHhSIL+mXhhfynrUrwv17cvKvJBujBR//z582fPnsmybLPZ0Kqxurq6srIC4HTUCI+Pj7e3tz/77DNA1mMAIZ1OFwoFQNyNjIw4HA4Qs6yvr+/t7WGIuNPpZLPZe/fuHR4e3r17d3JyEgNV31dK+W9kXYr35fr2JQk1PMZYoVBYWVnZ2toqlUoYQQUs9NbW1u7u7vT0NPikdDpdLBZ78eIF6I0gyWazGXCCkiTZ7XZJkiwWSzKZfPjwIWCkRkZGAoEAOFsODw/z+TyI5TByKw6xfOs1/5Gfyl/AuhTvy/Xta8CBUxhjQ0ND5XL5yZMn1Wp1cnJycXFxeXkZNcj//M//zGazlUplZ2cH0KvxeDyZTI6OjmIKHTA1z549Oz4+BlqzUqkcHR3N5/PRaDQQCCwtLS0vL09NTSEU/9d//deTk5NUKhUIBHw+H6aAL9frr0vxvlzfvihDLvGWOKDTAEk2FAoBhAdAcYx3E3c6nVQqlclkxsfHr127try8DFK+Uqlks9lyuRwIJM/OzhqNRrlcvnbt2vXr10HloVQqjUajx+MBVxy4KP58KiB/KetSvC/Xay3qk1EoFIArSafTp6enmUwGmGqASUXgPTY2ptVqgXxYKBQwTY0uul6vB6BrSZKq1SoaTtAk43a7p6amtFpto9HAcIXL5QIQNWCVL2X7TdeleF+uN152u315eVmSpL29vbW1NfQLN5vNaDTKGAM+j0qlKhaLjUaj0+lgsJxaWQCng6mpXq8Hjk5ws7hcLppBAOyJ1WoF9yD16r/Res0I/K9VcVyK9+V6rSU658PDw++//36z2fz888+BKgtXHO29VqvV4/E0m01QuyDlruTT4wqFAmIMnLN+vw+WWFD/6PV6GvzUaDR2u91sNiPTTvNFl+v116V4X65vWTIfaKH2fhBiVyoVgrLD9OXJyQkY3UCrHcr+lQAAIABJREFUiC5ujJGgOZImMShR1+v1AM7DhF46av6XedM7ddH+tZrZP9K6FO/L9e0LcS+6RGVZTqfTH3/8cTweDwaDs7Ozt27dMpvNQ0ND//7v//6b3/zm+Ph4Y2PD6/UyxmRZ7na7YBeShDHvWq2GuWvCLUFRHWNe9K1WqwXoG4LQuDCUerl+/7oU78v17QtTEEql8vz8vFQqgTWZMba0tAQac+BMzM3NgVLiq6++unv3LgJpJQfJI/AM4PijHR3kewAng3hTtznG4wFTif62S9P9puuyB+hyfcvC1B0matvtdiqVSiQSuVxOr9cDMToQCACKeHZ29u7du2dnZ59//nk+nyesGwyEYgYbYFUAt5ZlGfykMP6MMSKcA4gFvHogcF52pH6HdSnejAnDT1TgpYlOQiljHOSABtExuysiT8kCodqAL/pij5MBiSfFzwOBsg+/odlJZK1oPpHxkUORqlach33NJQLaXJj9FC+YyOFoxpuQmMFzCGx5fKXZbGazWbSpWq1Wh8MRDoe9Xi/c9WaziQEShO7NZtPtdns8HofDAU5s0DbmcjlY+GKxuL+/n0wmHQ4HGNRkAQhIxHVBpp1x5DM8w9d5Jn/cXfVnsC7F++KSBYQW9op4Mz58jhiS0rk0tIxMUk8gnWWCXhBzv/gr7cKBwOBJQ9GvijcJswgAQFPcb7pwTBpjplOQtACPoS+AE1utVnA51Wq1w8PDdDoNhGPGWKVSgdM+MjKCkvXExMTIyEgsFltdXSXxBiFcs9n0er1erxcc4J1O5/Dw8NGjR0jLtVqtXC63vb0dj8cdDsfo6CihNTFOqyyKN+ECkEp9Vby/9dVLr72+6+b6f73+VmLv158EljgaBHYJQfyB4RHBpIIj2lLJB6kjIB8NOJQfTVkBtQsOKqpHEqetIggBgpHAaPSAw3oBtAwHwRXikwREAS3DOGzQaz4QEShCfCAEh0L4J4w3pSo4GOPw8PDCwkI6nQbrw+7uLk4NaZydnZ2bmxsZGUFSfXx8fH19fX9//9/+7d/sdjvce61WGw6HZ2dnwd86Ojr6/vvv12q17e1tWZZXV1eLxWI+n1coFEQMhMciytgFCATly9imkPPXFEXpZQSLv5r1tyLer78kjr+BDQ3xZoyBxxfQ8xJHO1JwBMx2u02z0EqO+E/uOjD0QAQL8WbcNjIB0pw2qCzLhF0HhCbi32AC76KKc0fj7CJszrfeI7nfsgAwLnPaCXIiyIOgCjZjzO12gwRuc3Pz6OhoZWUFDg58Fo/H89Zbb3k8HjCWFAqFg4ODvb29QqHQ7XaBhBUKhSYmJiKRiNvtZowFg8H333//s88+W1lZyWazkiTlcjmFQnH9+vWlpaVQKAQWCmhDwv+5AC8hYvv0OGP5X5/EvtG6FO+LS+ZYYsA2hsQCl6tWq6XT6W63G4lEMCZF9gGI4thqkFVypwnfj2y4JOCBA6IMCgVSCvVB+ITYzVAlZGQkDsCo5Pjq7E1hel7GXXnV7l1wQOjDQIm+ffu2zWZzOp0gfkJ8DvLqpaWlYDAIBgiPx7O4uNjr9cLhcKPRAHGK1+tdXFyMRCIejwdhPKgFlUql2+1uNpugXjUYDLdv375y5YrX64VnTo5xnwPsywKCveili4HP3/K6FO9vWCThCoGfpN1ul8vleDxeLpcdDgfoLEnA4HjDe4cw9zmUOuByESjC5CKaFRFRFRztEIfCZcBmkiOKmjP+RIG6eIV/eFMX2XCCqZSF3JvMG9dsNpvD4QAlU7FYBM19r9ebmJiYmppyOp1WqxX3CGZCrVY7NjYGqnPQJF+/fh0w8jgy9AKIZbPZbLlcZoxZLJYbN26Mjo5C8klcCb2Q8AzJDyccvkvxxroU74tLEsCMEYfDVS4Wi/F4fGdnJ5fLRSKRiYkJiCJEFHapXq+DRApi3G63wVZHjZYw17lcrl6vg92KKA0ZBxWXJImoTvr9frvdViqVqAyD3hB6gdA80QFCZv81b1PM4YvfIgMI4UHlGbcjc4YTPB+bzTY7O9tut5Hk6/V6DoeDmPco9JAkye12m0wmn8+HuhdIXVFmU3IuYcaY2+3WarXBYBC/B4ckkg5KTgBCFy8JmLAQZqpWiLmM72tX/IWuS/H+5iUOSAGAPpPJbG9vI4aMxWLT09MulwusQ7VaLZPJlEol8IFWKhW73W61WmHekfdqNBqAZO52u0dHR4VCAWTjo6OjFotlwHkzcbRyuVwsFqmjS6VSBYNBl8uFK1FxOltc6mAwAMHdBUj937PEZLIoIUwQb4gcYJJUnI+Rcn4Us8A4wzlXKBRQc4wx6AUcHIi/oNrEwWu1GpQCIRwrOBg+aP1wd6iQQ6OJjFHAWsSkCvHPiqWHyyI51qV4X1y0S+D+DQ0NdTqdSqWyt7f3xRdfVCqVfr+/sbHhcDhu3Ljh8XhSqdTu7u7q6mo+nyc/eWpqamlpKRAIeL3eSqWSSqVWV1e3t7dBkJpIJEqlkk6nGx0dvXv37vj4OIRErVafnJysrq4eHh7GYjH4t+ADfv/992/cuAEGFSaE34wxtVoNOuvXT5uTeIu5egQakoBdPRgMEI+kUqlKpUJI49A7pFAGnLoAxyTyMxQUBoMB+CGg5jQajVhoUHDqJeJmoRY3uAm9Xg++CSiE0ejS7/fBBzo7O3vlyhUCUad2NyYk//+W16V4X1zyKyD72L6tVqtUKiG6rtVqcLA1Gs2LFy/W1tai0Win07FarZ1OJ5fL1Wo1FKs9Hk+r1crn82traw8ePAAgUbPZbLfbdISzs7PZ2Vm1Wt1oNOLx+FdffZVOp2u1GmMM+1ulUjmdTqPRODExgV5uxtNLRB7I3nCq8UJuXOYwiZS9g51EC+rOzk4+n7fb7XC8xbyjJJSXYd7RHw7z22q1MOCtUCjAKEjirVarKR9JQjsYDPB1dOwQVaskSeBvRR2e+nlMJtPMzIyS85lRvlDUX9/XxvhLXJfifXGRQcOSJEmj0ZjN5kAgMD8/Xy6XO50O4H4Hg8Hx8fGDBw+i0ejk5GQoFBoZGalWq7u7u9ls9pNPPmGMjY6ONhqNwWAAjQCwseXlZYPBsL6+Ho/Hf/vb36ZSqWAwaDQaT05OdnZ2NjY2hoeHP/jgA7vdbrFY1tfXd3d3d3Z2SqXSP/3TP9lsNnKMUWdSKBQi09gb3Sntfpn3seG/8MDPz8//P/be7LmNK7sfv93Ygca+AyS4k+ImUptleZHtsWdqUpNJ5SGVVB7y36VS8zCpSiWpzOqvl5Fky6IkiqS4byBBAMS+bwS6fw+f6vO7BGlZlM2xPMJ5UEkQ0LjduOee7XM+J5/PHx8f41vcbrfX6xW5uUUddfYdXoHxR0iCp6eoUyWYSuFC1TtM2OXtNgQ+QrVa7XQ6DodDp9PV63UEKTD1tVqtVCodHx+D6YV+JqYWFGmYLDGlv7HyRt/8ucIf/Io6W8doNIbD4ZmZmZ2dnUwmEw6H+/v7W63WwcFBNBqt1Wqjo6PXr1/HWFmn03nv3r1nz55tbW3t7e3RgA6tVhsMBqenp2dnZx0OB2zap59+ure3l8/nBUFYW1uLx+MajSYSidy+fdvr9WJYEmNsc3NzdXV1fn5+YmLCarWC7psgMRe9x67MEx+KMy5DDp8Fg58cDsfQ0FA4HEZiD/+LmJ+mgkKdGo0G4HSCOvmUfAGqRWu56VH8oCVFnUyMhhNMAiT9FwRBp9NVq1WwO0Sj0TY3FhZ6ztfwetJT726hTBVTx0fDVAYCgZmZmUKhkM/n+/r6RkZGVlZWDg8PUbadn5+/fv06JrMPDw+XSqUvv/wym82ur68Hg0GwjvT19b311luffPKJy+UymUxer9fpdEajUcZYKpVKpVILCwu1Wm1+fh6UY2azWavVzs3NgV10aWkpl8tls1lRFKE2mH2HGPVC90gBtnx6wD09Aaq3Q/cCgUAwGLx69Wp/fz8dKFQ7RKgsc2N3CX5LSS9FncIlq4MH+Y+T7WVqXMDP7uLRaTDspVIpl8s9e/aMThDGzXJSuPHP32sr/PSlp97dIpyGQ/G+OjmWZrPZZrOBisDhcHg8HrvdjiGkjDGLxeJyuSwWS7vdzmQycKcNBoPZbPb7/f39/biaz+dD7q1YLIKuLJ1OGwwGr9cLzRdF8eTkxO12C4JgNpvhlJZKJZfLxRijc4dxE5Ff0pLz2XKFQ7bwdW/+ruFIWywWm83Go7uV01Vxpibk+I8zxoCNo4wX5QU76rhCUeV4wCBKFOGI0YF/8lRiMJvNHW52H58zF3qsD6r01LtbCHpJyBMK+VKpVKVSISdTURSdThcKhVwu18nJCdxyxli9XmeM2Ww2pM0YYzT5EOUc1LRR/nG5XIqiNBoNRJuiOlKXMYaJXEaj0eFwaDQaMIqi7KTRaJBwQlnolQEtMjf9kzeSijqPnaZnVqvVarWKMfdIcVH80mWQ0VED9C55B7LahKdwxXZ8hCr5YH2wWq00llCj0eCC/PhRxhjCAXwRU0dQ47IU87/aA/kbkzdFvV/+9+aNdpc9obYKmBpsuGKxCPeS0sh4M+pAFouFxlB3rQEkoaVSqV6vo1WDBoNTOwdVwtvttl6vt9lsKK3xREV8Yon/ihdbcuV0fVhQG2kI70lOOOknWWO6uKBi4Om7BBU6JnDjLwWuS4cmPVOAwFR3WlDHFdOhw/sX+BatOqucL8XxZcKuPEIvc96TU0JYboPBAEAYDBGMCXxUUu9Op3N4eAi8CkbAK2o5J5/Pe71eFJPIdaQYFYdFuVyOx+MnJydWq9VsNqPsBAQYU0Fsx8fHiUSi1WpZLJZAIBAKhQBrFbjRyxpuHPdLiqJOCKbAmOrP+KfAIUChP3q9npAzPF6VAhkYYVIwyocRGg90i5RawwKA5MP5Bf5j/uP86YPjoNFowP2hexFUiD4FGvR6T7170j1ElrdjFBlCARAhHx4eDgwMGI1Gr9fbbrfj8fjKyorJZIKXns1mDw4OdDodKP4lSWo2m6jlLC8vBwIBr9er1+vj8fji4mIqlQJ4W6/X9/X1RaPRxcVFk8nU398PnNbjx48XFhYODg7gKiPCpzgWkQKNjH7Je+RfJDvMK8NZxeCT7XyQf/adojquSFY7t/h4GFAWgriKKmaertalnGTMyX04eyN81uDcu3tjpafe3UJhJMJLdHTT6+VyORaL7ezs9PX1+Xy+cDjMGIvH4998840sy1euXKlUKqurq7u7uyaTKRgMDg8PNxqNXC4H7NqjR49EUbx+/brT6VxYWFhYWMhkMiiGOxyOwcHBnZ2dBw8eCIIwPDzsdDpNJtO9e/d+//vfM8a8Xi/6QBEPM8ZarVatVhM4upLXQcgmQ7cBvGGMwW2hNAQBbEUVJMfUejvjcvv8f/WS4ReVnnqfI/BIsS+prdpsNns8HmqHKhQKwWCwv7//o48+Wl1dzefzX3311d7eXqfTyWQyjLEbN25MTU15vd5EIgElhFdfLBa/+eYbxlg8Hm+327dv356ZmbHb7Q6HA4U3NDzfu3cPQUEikXC73dPT03Nzc5OTk1qtttlstlotpACoUZy9Hlz8lPEWuT5Wxlg6nd7e3gaxucVicTqdLpeL5ntTyZovjJOGU4KAT9SfFYGT1+FRvA7SU+9uQdSHbC3g09hkFovF5/P5/X4wEKDRIhwOf/zxxw6H4w9/+MPGxgbhMaenp996663p6Wm3253JZOr1ularxYzLZrOJqfcajWZgYOC99967evWqw+Gw2Ww+nw8Hx9raGo4AjUYjSVJ/f/8nn3zyySefIPStVqvQH7SaMi72fh18UeQjEV2jT7ZarSYSiQcPHmxubtZqNUwpmpmZQfcIqTfhUukV6OrZ0gCvyeeuQeAyf2+y9NS7W3hjiBQaXrTZbMPDw7/85S+vXr1qNpvtdrvX6zWZTJFIRKfT2e32XC6HXLfBYPD7/eFwOBAI0Aa12WyhUOjGjRtXr17NZDK1Wg0NjyMjI/C6YfS8Xu/bb789OTmJKlGj0bDZbE6nc2JiQqvVwt01GAxIQTHGYPSQpX9NdjM1dTDGGo1GMpn88ssvV1ZW8vm8oijoe1tYWEgmk8lkcnZ2dnZ2FplLxvnhigq2oSoGu0jPTE8gPfU+R0QOVk3qDShLX1+foiig19fpdOjW8vl8Q0NDoFXU6XREAIykEdQbvv3MzMwHH3yARguTyWQ0GpFmr9VqgHm4XC6k2UwmU7FYLBQKKIbBQQVsG2g2qDq1fMNR/7GfHGNq/RyQ1Wq1Go1Gf/e7362srAwPD0cikXA4nEwmnz17humCWq12eHiY7wlh5/EfkvK/IK/2V77Nn4T01LtbgKPAhqOcEGOs2WyiwQv+MGE2UaOGrsqnOYwoYmy325hxC8IWqp9TnQklMYJwnZycIEwFQxtege8qqPUq8ISDzOjlO73/CgIHGz7F/v7+6upqOp2WJOnu3bvz8/NOp7NUKl29enV9fX11dTUWiyWTSVEUTSYT4/LzELnHl/b9pKfe3YLAm3FQM6rxgAsN2kvAVUDN8GayNvKZpnEYauTh8SfqWzgdiJVRVlu10DJpMpmg3gQIIc8Ci+TRJq+MXfthhVLcJycniURib2+vXC47HI7r16+/++67aHS7evWqKIr37t2Lx+PJZBL8LYxDy1IB7Gy2XDgt577+V77l11Z66t0tYCChfibK9BiNRkEQKHmmcJBMUmYCZlLulzHmcDhGR0f1ev3s7CyYhuC3Q7fR0khILwjce40qgooM4dcpSRIcchA2iSq9zI/z1DiBRwMEXqPRaDQaFovF7XaDc6JQKIiiiCJCLpfDhHCPxxMIBCidxte3yQmCZ/Qj39tPTXrq3S20t0h1UaEFmKxarRJAijxwan7S6/VQNkzeEdRxIjqdDnz9jLGjoyOr1QoXHVYa+kywTdgr8vChLYSuoaMEOk/8CnAKfuyHx5jquQhq9RtdoojGafSCLMtoNS2Xy7lcDkh+vsW1S7e7QnFeehb7BdJT727h/WpILBbb29tDHhvqhzCYVE5RqUWJek2r1ZrNZtpziqLg47DqDocD3SbY7hRhkj5jphdjrNPpgKQNkFWNypeANLvNZhscHAwEAi6X67UKvyE41MLh8OPHj4+Ojg4ODsLhsMPhyOfzIEiHF4MnQA0tFNHwl+op8KtJT73PEcJXQI6Pj588eYJMNXYhMtiiKvgILDZg6oBnKSoRMtiFiEKoWCzqdDpQIytc5yOZLJhlfBy830jd4duRtcpkMlarFR0vTqeTwvgfXRBr4HYCgcDw8LDf70+lUuvr63q9PhQKZbPZZ8+e7e3tERkD5SOZqt6IichL4stm3yZ87N2DtUB66n2+8JY5m80uLS1JkuRwOECQRN0OtI2oiqbT6dxuNz5LHZ3wvQ0GA70TpSwgTBljIPGF1UJgL58ekEAnDvz2YrGYy+Xy+bzL5fJ6veFwGNd5HQR+BO7I5/PNzMzcuXPn6dOnT548WVxcdLlcnU6nWCweHByUSiVwRRI0UFFR9BqVEKZX9/4+0lNvxs7AOckVFFQi5EKh4PF4BgcHQbRAFob/IFG78GPJYHgtFgu9GcE8jD/avxWVXURQG1cofMU/UeWmva7RaDKZzNHREUgg0ChOho73Y5Xz+kMvZNnOBr3fFgPzj450EuwUV69eFQRhe3u7XC4LgmA2mwHsjcViFosF8ww63PwwpoLPu4T/inNDbj6k6rrrN1N66n2OUEsJ1A+u8tjY2M9+9jObzYaJP7SH+A0kqyIIAkjCiFOFd+Oh3jR+kPCkxGQkchRFxElCoaksy8lkslarxeNxJPPonYLKW0iOLhZ22buc1zRqksd4Br1ePzY25vV633rrLYxhNJlMbrf7//2//3d4eOj1evv6+kwmU7VaxaPmb5NwQS/oJ+lScmovYyoV1Jssb4p68zvgxeZLUEuvXR+0WCxer1eSJJPJ1LXb+KyYwnVBM07hsd2ZWleX1Sk/sspMRol36uWGSiscRbGiQjVbrZbb7S4UCuVyuVKpMLWVkpyOV4g/vy12Vc4TxjV4nNU6LL7dbicSiWQyiVmfg4ODkiQhN1Eul0H8YrPZQFzFV8UEdUKbwNX5GReW80Knm6w2rtPR9oabbvbmqPcrCL9ReHoQxhifZiObSUVsZMWoWIWimqgS/ZFgsxL6jdcosPkCvk5Wva2OGacpJZ1OJ5fLFYvFy97KZ51e/u8yx+jEVN1WFKVer2PAw+bmpt1u/6d/+qdAIKDVatfW1j777LPl5WXGmNlsBpWFyWSiwETm2kLP3hdUmkiakJXUqgPYBG4wcC/B1lPvc4RCXDKefORMqk6MQnxCSFEHfeLvVPVROJyZos7ZJagG/kSHOVPpnDAtANhVMpJYD4rw2NaE1r48DRc5YWemgvOBAN0yDiCXy+XxeNbX12Ox2P379/f29jQaTTQaffLkiSiKaJ4hggq6DqUteSF3SThDRH82Ar+k5/CTk556nyPKac7NLvWGJvPvIY8a1WxA0202G+w5NFBW+7oYY4irqScEb8BFmJob12g0xWIxn89brVZYfq06FbyhiqIoZrMZfOmX+kBEFQzPR7Pn5tsURUFC0eFwmEym0dFRWZa3t7efPHny+9//Hs+tXq8XCoV33nnn7/7u78bHx1FWoFvgcQcClw4kky6eJ3xA0VNvkp56d4vC0QBTUoePqAWV2Yu8d4GDrwHQQnROxAnBGyVcRKfTKVytW1BxrIKKddNoNHa7HfP3yF2nXhekqVB1e4VI+0KC9i8IO5O3Y6fVG110qM+bTKa+vr7333/f7Xbv7+8D8INU5dWrV0dHR4nRgZ12+HlNZhyLC+NifkLFiVyHH8llezQ/Cempd7eQoeATNvgvkSMYYGc4AxR1KI/NZqN/glaFirpUvqakEX98EGi82WzW63Wj0YhLybIMZZYkSatOHcYrTqcTuNRLVW+UAL5NvXnVYozRkDDkz0EUPT4+/vXXX6dSKaPR6Pf7I5EIiDFwVHVdgR4sqTf/69B7RJU0Gj8KnwKQuXHfb7L01Ltb+ONf4SZ48HsOr1AcDpAGhofa7XbAywEst9lsqGzncjmAq0FUrtfrMboEhg5GXq/Xg8w8Ho/HYjGDwYBmDKfTie4xePiwV3DgUYW6bDOFr6ORXWfVm3GxNw4jZAEpv+jxeObm5lD9kiTJbrcjlyafmYVACkyJD/5YZGrLCp88590o3mi/4aab9dT7BQKDQJvvrHk5OTlpNpuNRgNMqWBEDgQC09PTQ0NDQKQBwtXpdFKp1Pb2diqVAmmJxWIZHh4eGBggKCtsUaVSOTo6Wl9fX1lZ0ev1ZrN5dHR0dHQ0EAjY7fZ6vY4gH769RmX5Z5e8lclO8m4L/6Do7wgrms2moBLFK4qi1+tx3imKQmG2rJJVylxTd9eRwTiXh95G/6SAiP91hPMKdW+s9NT7HDnXGCpqelxR896FQuHw8HBhYWFzcxMDTJBGevbs2fT09M2bN4eHh/v7+5FsW1xcvHfvXqFQwEQ+k8m0vb09PDx8584dcCq3Wq1MJrO0tHT//n2wNWEliUQiGo3evXsX04gYY3CSUUgnNNulPhDyUzrquD/+WYln+rGBThEEAT0zxHhDBQJUEMkzZ99yZHTlFAS1RohEI1+55C05O3NYvLHSU+9uOTclI6gTNkiX2u12sVjc2dn59NNPV1dXMY1Eo9FgfmUqlUJLGUYCHx0dLS0tPXjwAGbQYrHodLq9vT2MBLZYLOFwuF6v7+3tLSws/OlPf9JqtX6/HwmtQqGAXqvh4WFK1MsqLQxC3L/CY4FtPFe9z2o72XkAeLBCKkejZxZV/S53gFd18vbpv/h0GjUFMM6l55NzrIds6an3udKl3pTNpro0Y6zdbmNaqCzLAwMDn3zySSQSkWV5b2/v8ePHzWZzYWHB5/Ndv359Y2PjL3/5y+7urtFo/PDDD2/cuMEYy+fzDx8+LBQKi4uLsizr9fpsNvvo0aN4PO73+2dnZ9977z04t59//vnCwsJXX32lKMrc3NzQ0BBjDFl33pu41KcB7jciZiUtImf4rBbhFaTZlNO5bp1OB8IMDTeqkZ12yBlXAOcvS04EnxPpig7IS7+c5/FTkp56dwtZb9olgopdoaYOxpgsy5VKBek0r9f7/vvvz83Ntdvtp0+fFgqF9fX1vb294+Pjdrt9cHDw1VdftVotj8fz9ttv//rXvz45OYlGo9lsdnFxcXd3V6fTjYyMJJPJp0+fNhqNSCRy69atX/ziF2AR3t/f/+KLL9bW1trtdjAYHBsbE1TWRApHL3VPU4gLrBjjBpK+QL3ps4xDECBTABcaUTpvb3lFpS/lb0pQywqNRgMt98p57aL8o3jDlbyn3t8qvN0QOXg5+ZPo90Rs2Ww2aSo48mSSJAGP1Wg0MpnM8PDwxMSE1+tljGk0GpvNNjo6WiwWNzc3M5lMOp2OxWJbW1vBYHBubq6vrw+5dI1G43K5IpEIKEfz+TwaXWhVqLpB9y7pOXQ6nXw+zxhLJpOgi6TE9Vn1JhWlE4ExZjabNeogMdyX0WjEQ+OV86wdljkYOX0RIAClUqlWq9FhQSU0keOE6OXY3hT1fnkPlnYYtiZZHoEDMzOVGhnzd0ul0vr6uiAIBoNhZ2cnkUgIgjA0NOTz+QRBoDHgQ0NDqGOLoogRRT6fb3l5OZvNgvM4m82Gw+GhoSG32w0V0mq1VqvV5/NFo9FSqdRqtZTTKDr+7l5sqc46wOeayrMfabfbuVyuXC5vbW3VarVms9k5PZ2T16Iu9UbRzmKxYOwhRKPRmM1mPBaBA/Pw38u7TmSH+X8eHx9Xq1W0zbPTGb5eRo3kTVHvlxdsIJRtiMAMBhnDAyhDOzo62mg0lpeXV1ZWfvOb31itVovFkslktra2rl279uGHH46Pj2P/mVWhrhJBEIxGo1arRS6dbJrZbKaZwUy1z5Ik2Ww2WZaBh1OENaksAAAgAElEQVTU/nBCm4jqUL6ulIH4XZOuu2rL7LwMtizLmUwGdQGr1YppxATI5zWTr0IrHLyEaOQQNpMHJKuDwemZ40jFrSmKQvyzPKGNxWKxWq37+/vlchkMbfyaz72LN1Z66s3Y6d0gnNcQyudyeKuFbdpsNtPpdKVSkSQJ87oZY4BtYFStKIrgMEApiyJ5+JkwO9RbLqoUDjhKgI3B9CK4oDI3poe3ul028Nu2OFnXrvfw1pJ3trF4QRAkSZIkSVHBeV0RL1PVu2sZdB3yEegVuguBa55lp9WbqCwo0gYO12g0EhyQL4N3mfqX3wN/k9JT7/NF5LhKsXva7Xaj0QACVKPRNJvNaDS6trZWKpXsdvv4+HgwGLTZbMlkcmlpiTG2srICgCocWpPJhGFDaAKTZblUKpVKJSgPMsyw7eg8AdEqpl7b7XbGGGabQCXoLMArwK5d0qMwGo3j4+NOp/P69euhUAhf9G3ptC6fn16nM4Wy4l3Zry5HgHJyTG2ko5YylM2//vrrfD5vNpsR0lME3lUPv6Rn8lORnnp3C1kYAlcxtceLTARgpFtbW+vr65IkBQIB5MOsVuvx8bHT6Uwmk6urq06nc3p6GhsX4BaME6JNjCAcDSfIKpOW0nbHbHCgWRH38lAQvgJ8SbtZo9EYDAaPxxOJRFCWE07zK/C30xXPs29xE7rMOJ9gZ6cDeErXU5G8UqkUi8WtrS20mskchp+uQGwQb7gB76l3t1BCmKI+oMH5pkVFUWq12tra2ubm5s2bNzGaNxAIGI3GarU6MTHxu9/97v79+wMDA8Bm6XS6XC63vb3tcrkQwCPStlqtkiTp9fpWq1WtVkulEkjRGWMw8jqdrlgsRqPRdDqNPhO8QeY4XnB9AFQv6YGgx5MwYeTRdGkR8UCem6vjNb8r2qfYm89cCoIAn5zCma5VwYEnrYZ5x6poNnvX7Ic3Td7omz9XSKVFjjwA3RQ8DYgsy/V6vVargTXNarU6HA7wLpTLZWggYwzMigaDoVAo7O7uXrlyRRRFEBLl8/lqtYr5O4FAoFar2Wy2ZrO5s7ODCdiMsU6nUy6Xs9mszWZzOBwgPBZVAgnsbyz7Ui0Vhb6UD+drzlgPrYTyFAonXSvkk//C6ZIE/346Z5kKjMX1Cc/T5T6w0wC4N9x0s556nyv8viHRqLPBaNMAhVooFDKZDPo6GGP1ej2TyTSbTZAuAullNBoLhcLe3l6pVFIUpdlsFgqFWCyWSqUwimBsbEyW5WAwWK/XHz16ZLfbZ2Zm4JmXy+VSqTQ+Pj47O9vX14cThKmjDplK5HSpcSZdX5Zl6gyF045Tj+DoTG0O5x1smSON51+nNcMHwSvE/c4Yw6lKX43r4MYJHstfnCAJ8IB66t1T724RVLJRsiGyLBO0m3anyWS6cuVKPp9Pp9MPHz7U6/XxeNxgMBweHj558iSRSHi9Xr/fb7FYhoaGbt26BRzbo0ePAPBIpVJPnz4tFouzs7MTExOSJPn9/tu3b29tbYGZzOFwNBqNXC63trYmy3IgEJiYmAADDFNJUWlawF/hmXQVt7uA31B7YoZUztTDGZctwzMkf5s8c5r9gvNC5oYZ0S3TOXs26UAnMnlYl/1YXn/pqXe3iBzTOGMMeWmUpvntKEnStWvX6vX6v//7vz979gxgUqPRuLW19cUXX3i93ps3bwYCAUmSxsfHRVGMx+P379//8ssvj46OdDodesjsdvvf//3fX7lyRa/Xezyeu3fv1uv1Bw8egCk5lUodHByAtsXv94+MjEiSBMImmlIoczQml/pMeF2l0h3lI0ARhRfpEfEBDtXMeIQZCcw1CCow3pzmOjC1F0VWGRrgEPEa3hXk8wHUZT+Z11x66t0tZJ8RgVPgx9RtSpitQCBw7dq1YrG4t7eHujR25wcffDA0NHTjxg1E2g6HY3h4+L333gOnmkajabVaRqPxo48+6u/vHxsbQ1lbEISBgYE7d+4IglCpVEqlkl6vHx4e9vl8wWAQk7FRB2aMUVUcNKx/hQdC4BOKkwWV+1nmhi6cVTY+/OaFD38wdCWTyZTLZZQY4/F4Op1WFMVisUQiEaD9mDorAgcBtZrS2uiH66jk8G84YUtPvbuFTyDx3ANMxXhR+crj8djtdo/Hs7W1tbKykkgk6vW63+//4IMPpqampqen4QUADXL37t3+/v69vT3wukiS9PHHH09PT2PuN7gfTCaT1Wq9cuXKw4cP4QL09/fPzc3NzMzgPbSJiYwRcwixtsuDnVN2mlwGioephUs8PVCFHqasStdDJnuu0Whyudzu7m40Gs1kMjabzel0Hh4ebm9vt9ttt9uNLIagYhCg3tBwKonzdFedTgfNKlRLe2Olp97nCO0SUe1S6Gowxv9iS6E5xOVylcvlWq2GMrjX60UA2Ww2cVJYLBYM65icnGw0Gnq9fmBgwGq1alTGf2iO2WxWFGV+ft7n8xkMBrPZHAqFTCZTs9msVqvEQ8g41n7x8hsnZI7+mU+YwfzSwHNajKgyq3YVxrpe76hTVpvNZjabPTw8TCQS8/PztVrt8PBwfX290+n09/cjyyiqQw7QnQp4H6XiZG7G6F8zK/GaS0+9zxHldNsGFI/MF1NjRTRvoSQ2MjKiKAqmf5tMJriLGAwOa2+32wOBwMDAADtTAabSLjYuusTm5+eJHVUUxXK5DH5l1OHI3SXihLMloh/2gVCXGF+momFD/KnHPy7+SUL5qTotq0PRod6FQiGZTMK1aTQaiURie3sblhmDkylnhgOOxhWhSNbpdGi0m6iSzP8VDr7XXHrqfY6QGpOQxy6KIlw+smZo/wDrOHxmmjGEbU0BM6YFEXCSndYHQRBwZGC/0uECLKpWq/V4PEyt/WDvEi/ypYJSGYcJ4/0XUM1hwfh7Pp8vFAp9fX2BQADRL/4XvjpOJVHFmTYajXq9jgdFyo8zDqBdEDbJao8KHBzEO7hZ5NiA+etabc96Q3rqzdgZdHRXnob+F7sQGWPAWuBekosIynFsRMrGwceuVqvof9RwY0mg3sRbQuliKI+otjfX63VQEULzBRXvQWk2imOpREQLfvEuP5v06sqE4e8iJ4JKzFAqlTKZjCzLmFVer9ePjo6SyeT09LQsyzabzWAwVFURBMHlclmtViy10WigARZtNgoHKUcCUlGUVqvFlwaokEG1N4r26TYVrpDeK4yxnnqfFexdxhgIjIFLAz6U5oRgl8PIQL0RM+MNGnU4EXAveBF/Z5wlJFXkE2awycLpXgvqS+WDW8apMR/Q8vr5AsUWTmNLBLUQfa7C83EKU8nSVldX//znPxcKBYqKC4VCsVh88uRJKBT69a9/ff369WQyub6+vry8rNVqf/nLX05MTIDIoVQqPX/+/JtvvpmcnLx79y7CHEVRAKpnnI8jnGZr4lUavgPl5xQVbkhPpme93xT15n/pF5/rfMaIGEVoJD3+ybdD0nZkp80mXtdw08X4LC6fSaY3Q8TTuGucDkiME9gTYTksPOM4J87eIN04/wT46IPOF3zFuZ9VOBFUCMrh4eFnn31WKBSsVqvdbnc6nRg2fnBwsLy8PDs7OzMzk81md3Z27t27ZzAYbt26pagZtXq9fnBw8ODBA41Gc/PmTbjojIOm4UQT1IIcOz17CE+SsLF4scONLuqpN+RNUe8LicJxs5ARrtVqyWQSVS50mJw1dD+sEH6LNjHZq1wuVygUqtWq2WymUvzlrURUsSsgcsDD6XQ6lUrFZrNdv359ampqcnKyUqnk8/nPPvtsdXW1Wq3mcjnEL3CzyQfBrZ2cnBSLRYxbpJwZMovwiQwGA2U6qGzR09gLSU+9z5Fzz/5sNru5uWkymUC6gl2onO5S/mGFh2cif16v1wHnzmQyqVQK6s1PJvs2E/09ha6PTAFMPUA1Pp9vYmLixo0bN27cqFQquVxub29ve3u7Uqmk02lZlqGllJvEMQTLTLgUvI6TlHGQWwo6lN58gleSnnqfL9hwrVarXq9jNkg0Gi2XyzLH2QKjCrt0eSuB9YYHAWCsyWRqt9uJREKv16MqDhN3eclz8ofPhuUmk8nv9/ONri6XC6w18XgcJBZmsxmY03q9Do01mUxgVoZTDVYpaDgCIqpmd9TphQhz3nCYykWlp97niMjRJ2K/jo+PI6ODrQZ7wuOrL2klCjf4tqvwGwwGJUmKRCJer5emguBTP/h6+OSWwgFaUOR3Op1ga8LUJLSRoekVZGnCmVEHeJh4dPQGCoj4tF8vAf59pKfe3UKhIGMMmI3p6WmAImFbCGEGm3l5c0IEtfET6BFRFJGiQ/kNIDav1+vxeAwGw2UsgIScZ5hQguhisKEkSUhDChy4BalvcNSAJQ7wW3j1/NuMRiOCHQio1CjTxtRSWS/qfgXpqfc5AqOBOFOn03m9XugPatq0d6HeFED+4EJVKAJvIhzAXkcOH9aSnZ6A/Z1m/KKJZUqtiypRLCrw1BYK8yuq44dEDqBO7XdErlIqlaLRaDKZxBWo6wt+OGOM8LyCIOCVXh371aSn3t0CxcZWQ+MhEM6k87La2IiteXkOZJcnLJ5pkKZqFlEsXpKJE7lJ2kxt2yJzTeU08fScYMYYbDtTJ5a3Wi2LxZLL5RYWFra2thQVzaKos9AbjQZOAWQ9RFGkPtyeer+C9NT7W0U83Ssmc5yKvBd6eRndLqiJrArjSBHooGHfngX4njpPX8QfLqTPKGLThBZaHgaVh0Ihr9frcrlisdji4qKiKOFweH9/f3FxMRaLMRU4QOcXQQCZWjjg+WoZBwroyctIT73PF0HFrsicKIqCijdTQdd80+gPLvyV4U1gthacZESkiMmB4rzU0jdTYxZqYmGMIRlRqVRA1QKrC80HMyRmMASDwVgsdu/eve3t7dHR0Vwut7S0hPYbxDuKCqEHgBxXA1YfbbAw773w+6LSU+9zhLJrvD3seoViUX67/7CCjd71FQi8BQ7ZSl7rJe1+HiRHeQez2RwOh+fn5/v6+txuN7J9MMI+n29ycnJwcHB4eBhZ/XfffddsNh8cHDQajVgsZjKZ3nrrLRTAIpGIyWSy2Wx+vx9kkm6322g0DgwMlEolQRD6+/spr9lT74tKT73PEZEj3KY/CRHJv40YVC9jGZjIRXSFGo2GhhORu95R6ZAvYwH0XVSLhguj1WpRk7t9+zZoXhFgM8ZEUYTaj4yMDAwMOJ1OrVb70UcfBQKBTz/9dGtrK51OT0xMfPLJJ4yxZDI5MjJiNpudTieInyuVSiAQMJlMIyMjgPSjEUVQW3F6ciHpqXe3UOKKuPsEroEZsHNKDovqOKFLWgxlnpCxp0KxqI4fAoit69z5YQXfSAOSiEI8FArdvn3baDSiskCkMX19fZIkgSUWrofdbh8ZGWGMzc/Pt9ttr9c7PDwMy+x0OjHu2+PxgCjS4/EYjca+vj6bzdZutzF3TVap73qx94Wkp97nCyV4RLWtmqrQ4FoBeUCXe6x8S/elcl6fxneKoPaBYzGtVkvgOM8ok9+1hm/73q4rd72hC0OicMJUtnY8h0ajwRjT6/WBQCAYDDLOe4cyh0Khvr6+arWKBYuiaLFYzGZzX1+fcJrSnKkNPCh0o38bHwmFQoFAAEcJP+GYeJHPLpL+LnComDfcn++p9/kCrWanE8WMMa1WCyRWVyjeFQPzu4q6KZVXAqgrKo0ERd3sdFsbLeBCl+U/JaocctBPpPEIVK+oA5IUtcmcXqSMN1ZCIQNTTwSm9mnT86GV08PhU+LU1M04deWZ27AMnALEpkifPTk5QSruFR7I36T01PscUTiyBHqF7FhXEMjXz85qeJepeQX1ZiqNBG/0FLVGRT1Yr3BBWhL6t4hZCfBvIoQlHAu1uNLrwNsw1dHoqPPAFEWhE5DH/FD6jZ4DIAYCR2Z+drV8RQBVNLwZqT46L/Dt0PwuZ+SNlZ56nyMvvy0UtbGkKwDmDQ7jpme8JhuOzCDjolnyMlCOgjUmJYT7jQCbUvd0Nd4y833p7PTDFE4LeyUbCwAMThbqIcWymVpI50+BN1l66v29hFxHUaVVUDj8CZ9yx4bu4kv4sYROJV5FqbYvimJXj4rI9XtTBYFykGfv6AX32OXF8Kr+nUInAvhnEasDUAh8a1ck1ZOeen8vIR0QTw884N8gckMzXqud11XqI/Wmf9LcbKPRaLfbeWYF8TQRKj5CEQ2vrl3Wu+vvFGW8/LJRohNFEY331DHKc7b2EuyQnnqfIxeKkMlTpZBP5pjJeLvd4UZz/+hChb2uJfH5Z0VRkNButVr5fD4ej/MfJL8d4HOBQ5Ve3rIVRalWq4VCIZ/Pw1xjAdRUR4fUq6U5/sakp97nyCuoN+NmzRMQvasNA4SBr8PEaf7coVd4ahS8KIqizWYzm82Li4u5XG5/f9/lclGugY4t1N4JIt4Ve3d977mLecmnTUm+k5OTXC6HCS34dtBdwG8HHyOZ91d/TD99+fG32k9autKzRH5OHix55oraYfrjLfb/F0qMUUpMOD2qgWoHLpcrFArFYjEk1QB653mIkejCneLwohw773h/mxN+odibPAtZlsHf6PF4yAfpOeRnpafe58jLu5d8gMq+ayrla7X/BLVPg6mJfag3LRIJNr/fD6RKo9Gw2WxarZYHn+t0Oh45R03pL9Pc0hW/vOSacX3wQ2g0mkgkgnZ3Kl5Qzp+9Zg/8R5GeenfL2XLOC4RPkvM7lZSHr4STo/6jCyW9qYB3NluGBWMagd/vZ4yhpHyiikajASycGr/F03zM9F3svOd5FiPwMsvWaDQAwINpw2g0kgNFbaR/BRLbn4r01PscefnOSiprw3BpVL5BUntCtjIVQH5pq34V4VPlmtPDwxhjyJmjSVNRkTB4A3o2YTk7p+eBatTJDd8m/AH6CkooyzJq3Uibg9SFqSgXjB+jauUbbsB76v29hC8FKVxPMu1dSjKdzVH/uMIHw7QqHEkddWQ3U+ef0Ef4DJyo4nYpoUDtay9OMVAIfXYBLxaiyqHhasDnUKZD5hipesJ66v09hdQbtRlsbl6NSc9fz20ncMJU0w2TTjBVMsWUgTt7Ef4vijqVhVfdLotN6n2hbnlc+ewaNNxIEzThvCYpzB9deup9jry8R0fFoVqthjoNkJIGgwH0/eTQstdp8JXCYWkFrouLzDKPV+E9EQqt8XF4KwqHyT0LYvnO+72QySXtFVQoAfnhfGR0odLm37D01PscuejmaLfb1WoVI3W0Wq3FYkFGCjQMqAwTVuTylv3ywmf4RXXmNv5JCUKEsmR7FbVxjXGnAxXAKELhT8bvtN4XDb/hlmN5cDTI12BcXl1RJzH/EI/qpy1vinpfaA8xxoCd0Gq1yNOcnJwcHR3F43GoqM1mQ9FVkiRALDY3N6PRaCqVYoxJkjQxMXH16lWLxUJ9VOTl0nYnjjFyjMHchmoTkZ9CqJgscgP0GMfHJnOEqoxTJLRMolzEuEpeV56vo84PIzJDCqTPVrBI2zvqRE48LvjGMPutVqtare7t7aVSKUVRwJ2Gi7vd7oGBAaPRyDiP5mzKnfSfR+B0ORHwlQSOj5F/J3s9fKUfUd4U9b6otNttDNlA7afZbG5tbX399ddQjL6+vsHBQaPRKElSq9XKZrNra2uLi4vb29snJyc2m61arQ4ODhIPQafTgXrzJgtqRlxOqPcwxmgaqagOwUXSiAeHCYJAI+x55AzjZpVCwCiMXBT/vZrTw0OQgobHgeNM5hqzu9wZ+i5ZJWMGiQ3mCjF1Bujx8fG9e/eePXumKIrBYHA4HEjCT05Out1uasyGnFs/o38KKnNGF26fQndZnab+hqfKu6Sn3oydPuNhfDQajcViOTk5SafTm5ubq6uri4uLy8vLMJ5ms9nr9V6/fn12dnZ0dFSn01FVptFoYIp9vV6H2YSWMsbAIqooCpQNe13kmlLwNqgWVdpElSyBwmNCoUAnKbEkcv3VFDzjWIEGQhkMBgNsHb6FqSP7oNu4DmFLyZ7D7JNXz3NaYDEabq6QLMtHR0fb29vtdtvn8xmNxpOTk2QyqdPp+vv7JUmiXDdpLP2J1fLeO77lbAcrO884v+Hmukt66t0ttO91Ol29Xk8mk48fP/7DH/6wu7t7eHgIA4UBQEdHR8ViEdPzgHO2WCylUimdTudyuWazqajITRhb6C1TbY7m9AgEfCONECfrCuERI3gFH280GlR1p2+h7Jcsy2azWa/X0+tU1iLnnzEmc9M5kfRmpwmbqIaPv6AhXFRHi3TUcS64Mj6YyWRisZggCIFAwOFwFAqF7e1tjUYjSZLdbsebRW4gEXn7Z026oE4Ux8n4V9oHfxPSU+9zhCxVLBZbWVlZXV3d2dkBc+Dg4KDT6fziiy9WVlbS6fTy8vLk5KTD4Uin0+122+/3w5kPBoMOhwMtDbxLSTqAU6BUKqG3Ua/XW61Wp9OJBmYsI5vNZjIZm82GEACDAdrtttlstlqtDocD7xQ4qGaxWMzn83zQ7vF4yGEuFAq1Wq3Vaun1eq/X2+l00um0Xq+Hq6woSi6XOz4+BnRcUDneNBqNx+OxWq0ajQba2Ol0KpUKsonQOrPZbLFYMB4MOjk6Omq329H4gTmhgiDo9fqZmZnBwUGMHIQToShKrVarVqv1er3RaMD+Y9Cy2Ww2Go0E/utZ5otKT73PEcot5fP5g4ODZDJZKpXu3Lnzq1/9anZ21uv11mq1w8PDbDa7u7sbj8c7nQ5mA9vtdr1eX6vVoKiEwSYKMdjYYrGYSqU2NzeTyST0B3yj4XDY5/O53W7s42QyubS05PP5nE5nvV6vVCrZbLbRaDgcDr/fPzQ0hOGBsMDVajWbzcbj8cPDQ1Ht7tDr9RghYjKZZFnOZDKJRCKfz5vN5itXrrRarbW1NQqJBUE4ODhYXV0F2BPuA3gjJycn4bZoNJpms4mz6fj4+Pj4GNYeuUav1wtXXKfTOZ1OYNpyuRzOL8wqdrlcxK+CpEa9Xk+lUsfHxzgyEFw4HA632x0Oh10uF5l61tPwC0pPvbsFRgZZMY/HMzg42Gw2JUm6c+fO3Nyc0+kEgqWjTrd0uVwej8dut0P9oE6lUung4IAx5vf7kTMDWLLRaBQKhYWFhcXFxbW1tVQqRRGszWbzer3z8/N37twBd8KjR49++9vfglQYti6Xy9VqNYPBEAgErl27Njc3Nzc3Z7VaG43G5ubmN998s7m5ubOzQx1dWq12cHBwbGzs7t27kUgkmUw+e/ZsZWWlXq8PDg62Wq2dnZ3JyUmDwWAymer1+ldfffXFF19Q3RgBucfjSafT8/PzQ0NDWq324OBgeXn5wYMHsVisXC4zdYKnXq+/ffv2nTt3IpGIy+VaXFx8+vTp2tra0dEROQJGo9Htdt+8efOXv/xlIBDQ6XTb29tPnz6FiwQgDb7dZrP19fW98847MzMzgUDAarUiMfHyFZCesJ56nxVsa5hZt9s9PDxsNpv7+/snJye9Xm+xWDw6Okqn05iG5/F4nE4n7AxlpPV6vcViqdVqyK5BGGOiKFYqlYODg4cPH967dy+ZTDabTbvdLopivV7Htq5UKi6Xq7+/3+12b29vf/nllxjN4/V67XZ7tVrFcB+z2ZzL5drtdn9/P2MsmUwuLy9//vnnBwcHmUwGkXCj0Wg2m/v7+9FoNBwOO53OfD5/eHj4+PHj4+PjYDAoimKxWJQkqVAoZLNZ/NfCwoLJZLJYLK1WC+kDh8Oh1WpNJpPD4dDpdOvr6/fv3//973+fz+cx+ler1VYqlXK5jCdmsVgkSVpdXf3ss8/29/ez2Sx8AdTeEGXMz8/j2IpGo19++eWzZ89WV1dtNpvValUUBYHG9vY27h1zCPlyYE9eUnrq3S3UL6XVahHf9vX1QVV2dnbu37//9ddfr62tFYvFubm5+fl5t9vtdrtv3bp15coVqjxbrVaXy2Wz2ag8Cy/98PAQGfjj4+Ph4eHR0dHx8XGDwZBOpzc2Nh4/fpxMJldXV0VRhNpTSnx2dvbmzZsmk6larT548GBnZ2dvb8/pdN66dSuXyz169GhhYeH58+c+n+/nP//50NDQ0NDQ9vb2zs4Owofd3V2Px4OZJ4yxVqtVq9X6+/tv3bp1/fr1gYGB9fX1paWlUqnU19d39+7dd999Nx6P7+3t3b9/PxaLxWKxaDQ6MjIiy/KjR4+ePXtWKpWGh4d//vOf22y2k5OTp0+fPnz4MJ/Pr6ysuN1uSZIQBYyPj4fD4eHhYaPRGIvF1tbWvvnmm0KhcHx8bLFYDAbD5ubm4uJio9EYHh5+9913b968CSflz3/+8/b29uLiokajwRDCy5sG8zcsPfU+RyhBDWwp4r39/X1s0K+//rpQKKAOBOCKJEmjo6OUFSeoCVwASlY3Go14PL6+vn5wcFCv18fHxz/88EP4xolEQqPRrKysoITudDrHxsYUldXQZrNNTEzcvXvX6XSWy+VyuZzL5XZ3dwGkEUVxZWVlfX09kUiEQqHR0dHp6ekrV64YDIaTkxPY8729PY/HI8uy0WhE9OH3+6empu7cuTM+Pu7z+TD6y+fzORyOmZmZa9euIZ+n1+ur1Wq5XC4Wi8jMra2txWIxg8EwMTHx8ccfu1yuRqMhSZIsy5Ttgx/u8/kmJiZGR0cHBgYYY7IsHx4eyrKMs7JQKLTb7cPDw2g0GolErly58sEHH3z00UftdjuRSOzs7Gxtbe3v75vN5jt37iA/J6gA2B9zc/ykpKfe3cLXY4mZALUZnU5nNpthr5rN5uHh4erq6tzc3MjICMJjypBTUyRBqZCROj4+Pjo6qlarZrN5cnLy2rVrbrcbauzz+cxmczqdXltbGxgYANcvdGZgYGBoaGhwcNBkMhmNxnA4HAgEDg8PG41GsVgUBAGKpyjKyclJtVo9ODio1Wq7u7uJRKJQKFQqlf39fbvd3t/fbzabNWeh/ogAACAASURBVBqNz+f75JNP7ty5MzY2Bpd7cnLSZrMdHR3FYrFms/n555/v7e1tb2+n02lRbQut1WrZbDadTiuKMj4+jhy42+3udDoOh2Nubg7Rvs/ns9ls77zzTjgcBt5uaWnp+Ph4Z2dne3u7VCpptVo44YlEIpvNtlqt/v7+jz76aHx83OFwIErHQZNKpTKZTLlcptGoP+7e+MlJT73PF5iIZrOJYTpQNo/HMz093Ww2d3d3oaXRaDSRSBSLRWSMkSRHrQu0RCcnJxjfgwJSo9Go1Wqwoh6Px+/341PtdttqtVosFlTLKpUKcDKMMavVGgwGfT6fy+XSaDQnJyculwvFdlwQ9lCWZTgazWYznU6jQibLss1mC4VCOH2QAxNF0WKxjIyMTExMhEIhrVaLSjvy5AjpO51OqVQCDgeBN/KCxWKxUqkwxjwej8/ns9vtCEAsFks4HAaRCzET12o1HC4nJyflchmZCFmduMIYgxlvt9tOpxNOBJCqFovF6XRCvdGo85oQSP/kpKfe3YLYG1uw1Wql0+lsNpvL5UZHR0dHRz0ez82bN+/du/f1118vLS2l0+loNBqLxaxWK2q5hNaE1lUqFUmSUM22WCzIyRuNRjjJMscbAVffarW2Wi0cDfhfJPAQBVBNGGcB8Cp4J3x4g8GAgduAmmAcX7vdHhgYCAQCZrMZuW7A4Mi/kGV5Z2fnj3/84+rq6tbWVjgcxnA/u91+dHRUqVQo7Y/ClcA1mfEt4oRyaTQaX3311f/93/8Vi0WTyXTnzp2BgQGk6JLJJFMxpDhrgNi12WxU8BdFUZIkh8NBJTSmYoHkS55h/jcmPfU+RwgrVigUdnd3d3Z2dnZ22u12IBCw2+1Wq3VjY8NoNKJs22w2CaFNdR2+C4L6Q3Q6HdAaGo2m0Wgkk8mjoyNksJF5rlQqyFRbrVYMEpBluVQqJZPJTCZTLBYNBgNhVxqNBjLSOBd0Oh1G8Ph8Phwo0LdCodBqtQYGBnw+X7FYhJ3HUE6gUyGJROLRo0f5fB6jP2dnZ61Wa6fTWVxcJBSA0WjEFyHKyGQyuP16vR6NRnd2dkBvqNFoqtXq+vo68nnhcHhkZCQcDsPTpnMNtXG4FcViMRqN6vV6u90OlAtcGJxl8B3O9pz05Dulp97dQlBNAM7X19cfPnz48OFDjUYTDAYjkYgkSZVKpVQqAWJlMBigZhgeyhiDZsL+m81mURSbzSZQLugVZYzl8/n19fVQKGQwGFDlQljOGOvv73e5XBaLBcUkxNgzMzPoxEBpbXd3N5fLWa1WOAJutzsWi0H/x8fHh4aGAoFAJpNJp9NbW1vZbBa+dC6XK5VKcONtNpvJZMI4MVmWs9ns5uZmOBx+6623Pvzww3feeadcLsdiMQDvq9Vqs9l0OBztdttisRwcHGxubl65cqVarep0ulwu98UXX/znf/7n9PT0/Py8oijVavXw8JAxdvv27Q8//HBqagqWGWcKLLbRaPT7/TDpR0dH9+/fR9yOI+nw8PDw8BA4X6vVClhORx2B/GPuj5+UXEy9Fa5Bl/DAXf/b9V/KaUbBrn4ACEzlhX62VzjIu67PX4G/L8KBC4JgNBodDodGoymXy8+ePYNls9lsjx8/jsfjJpPJ7/dHIhFgUeleqGNRo07JpHsPBoNTU1OJRGJ7e3tzc7PZbG5ubhqNxlwut7a2Vq1W+/r6pqamBgYGYIEZYycnJ8Vi8cmTJ7IsWyyWer3+8OHDdDrtdDqHhobQoVGv10ul0v7+Ppq09vb2/H5/JpPJZDKpVEqW5ampKWgIYl122tcFlhspQ+QLtVotvIZUKgWUTqVS0ev1WH+1WgWi7re//a3JZCqXy48fP97Y2IhEIhaLhanQoE6nE4/Hl5eXK5WKTqeLRqPI+VUqlaOjI6fTieNydHS02Wx+8803lUplc3MTiN2VlZVmsxkIBEZGRjweD++l/7C74txNIqvDmKhDhkISQWWtp34b/s2MQzQTLvjczXb2S7/nms+VC1tvvguiS40ZxzpENrCjMvszrilKUVm72PcYrPfyn6Jz5AUXofui2FsURZfLNTY2tra2BpzGysqK3W63WCzwogcGBmZmZiYmJvr6+tDsCXI/ulnsckXtshIEYWBgQJblVCpVLBa3trYePXpE8SceSF9f340bN0ZHRyVJwtAfXPnhw4ePHj1Crq7ZbFqt1pmZmbm5udHRUYfDIUlSsVh8/vz53t7e+vo62jagkwaDIRQKvfPOO9iIaP+m7mj8HIDTDg0N7ezs3Lt3b3d39/79+ycnJ7VaLRaLtdvtUqlULBaR3r99+3aj0chkMo8fP15fX8fiMWBQkqShoSE45yizP3jwYHFxEWdQpVLJ5XIYMLK9vR0Oh6enp0dGRubn51dWVoDkQ8oNJQAsaWZmxufzmUwmfuNdnggcxS1vfsDDo+FY5U5OThBo0C6iZAR8IurV69pv33YX/KUutOAX/O+F1btLTyjVcfZ8omYgOgX5mhO9jTg3+Mf3nfID/tLnPnEom9Vq7evrm5+fR9W3UqlQu7XFYpmcnJyZmfF6vQrHLkb9WzzanCCiDocjEoncuHFDp9Pt7e2hEYWpySSn03n9+vUrV65IklQul8Hm7fV6/X4/0mbIZqMdFd9usVhMJlMoFLp27VqpVNrd3UVRWpIk2BAk3mFXg8Hg5OQkUOtmsxk5LZwgw8PDP/vZz8Lh8M7ODgDkuM0rV65gHwcCAUmS3G73/Pw87nRra+v4+NhsNrtcLqQkbt26hWJYvV6/fv06cPKMMa/Xa7PZ0IGXzWbdbncwGIQ30dfX98knn/h8Pp/PB5wfoPKSJAWDwRs3bszOzrpcLkEQcDuaC7LNvuQ+gQKjokEpTN61xA9KX41lkAHrqFyx+Aj6iGgsxI+YMriYevNmUFH7BDunubLxOKgCLKpNyyI3lUo5LUhNCa8TA56ggs90Ot2tW7fcbnc+ny+VSoCUG41Gp9M5MzMzMDCg1+tBwwAICuk/UzlMmMq4iPNCr9ffvHkzHA6j6ttoNGD2HQ6Hz+fr7+8fGBgoFAqxWKxWqwmCEAgErl69Ojw87PP50ul0vV53u90+ny8cDnu9Xlh4j8dz7do1r9e7tbW1ubmp0WhMqtjtdqfTOTw8LEnSwMCATqfz+/1oUEMADAM+Pj5us9nGx8d3dnYIV0tsM8lk0mAw4FJOp9PlcjkcjsePHz9+/Njr9U5NTfX19QWDwcHBwVAoxBhrtVpvv/22x+NBYs9ms6FFBEE+Y0ySJJvN1mq1wuEwYG2Tk5OoUCCBhxscHR31+XzA/+NJXtIOkWUZv2wXKompVopObexY6qhTVHwE46aak1Wni/9YGn7h2FvhGH/oHsg4UyeQrI56FriJ7XQR9i3cd9/zKbz4XO+6OB9vs/NsOI4bGC6j0Yh2xXq93mq1sAUDgYDNZuP9EVllBaQDriuFjms6nU6tVgsMOerhqC1TLzS9H3vaYDD09/cj6D05OTGbzZIkWa1WaheDNxEOh3U6HcrjKLbr9Xqz2Yx0vaIodrtdq9VizW63G4ED3HVgXYBmw3MAhAYufSQSwUcQKbjd7tnZ2Xa7XSgUcrnckydPJEl69913nU4n7tdgMAwMDFitViwYU7htNpsgCEDX46QjLFA4HEbIU6vVkJKEB4GlYjtRp/dLWu8L7SVBEEwmE54nDmWBa6plajgpqxPO0JBH+GVaG/mhlIWhPA4fyZ799pdf6oXkYuotcwQ9jINk4SlQLVTgmO4YF5CTn0N8Buz0mKtXvg3+s2f/fqGwjXcrsEiv1+v1evFfQFmgjt2VX8DDoR+1o06QJ6eGEr9Wq1WSJI/HQ+wF5NoQMQOFytjZwWBwZmama6noRcMmQ6+13W6HKmrUYdewM4CUoEvc4/EwxpALRCTfaDQMBgNa30RRROcWMDBnHw6gMna7vdFoRKPReDy+sLAwOTnZ19cHljhs93A4HAqFeM421PyZmnzCIrEAn8/X19eHG8GTJPYovqzILq1jTBRFgF6hvZiahp+Y30L4RfC4BJWqFSw3tOFJn2WO64KYm4Xz6KK6LM0PKBeOvUkP6U9i8OnSJXJT6fyjrBXv57DXjCJLUQlAyTfDb4x70aiUgIwx1JCxCRinoh11JC15erAJVBLn9R9OOzYWgm2kZOADu1wuSZK0Wm2j0cjn82i6JsQLvhQ4Fgr7YYIEQWg2m3A0aDAYPHlyNPB+GlrK3zX/HOifiCPQQ55Op/f39wuFgizLJpOJMVYqlVAVVzg8L/3Wsizj45SGYGpfPY4S+hSvIbTvycW71N+dP5TJAnf9mtTGz3+WjByeLa8LPy4O51Uy54zb9ORjkz9Jt8SHMfQLUVKaqUE4Ux317xOi0IZ4+Y+84M30o8oqGaigTsagn7bT6UBnmEq+TSYXuwEOHgk+Qp+lK2s0Gtgl+gguaLPZEIp7vV5JksAYIXIUxYyj74cNh4dvNBrxLYgmNBwVVKfTITpH0j2yLTCS5JGR54lnIqvQV1EUUdZOJBK1Wg1AGgQvRBfJ1JFAOFCwZkQBsMy0K4jgSVHp3Cg1wzjni6k52pf/lV/hLKCtS0ce4iMq/RBJRuf0mER+35JeMDWleqmn0ovlYuoNj4V+D3aa454/eqHzcHIo1SRwYEb83ngzxZA/rpBqkTEh/RFUQgK8E/uPKAopGCP9p1+U8r2MOwXguSDqJo9do9FQ0RiaMDU19W//9m/hcDgYDIJTqaMOCedpmCCk8/B7BXVcJhZGJMTtdpu4mUhhAF+TOdyIRqPBGkjVGWN8xgjJRSTGzGbzzMwMEdTwzh1vrkHGjIVRvZDIp6BFeFzwe+n0IXSdfIa/+QcXerCMywFjG2AxUHhRHX5MK+edVvpp6Kf/seTC6i2qE15xP8Lp/CGZLD7HRr8H2TFBzVLgOpRM+p7ybcafHj0t4+ybBY46W6PR4MCm0INUjnEJCOxm8rqhP1At3tukLY43CByBYYeb9YGMKxkxxtjo6Gh/f7/FYkFiTFGzO7QqpvrY0GGg6Drc8G2oN6X08Y2IJnA7+EF5hYeFp7NAVGcG0EUQQUiS5PP5GGNut3toaMjtdttsNv7cp/3d5ZDzvh7lHXmeSTpQePgN4w7Kl3fxaL+9zM4hR5IeLFW/RZVnkrIDxA8lqG2C9HHG+bYCF3Weu+vo21/8hleWVwSldml1l3EWzgy7bask3jAp2Hbgx+2cJsf8/nL2AXWp93d+HOcUOIZ5N5LSJDLHqm02m+mzrVaLdI8gLsjHUFYW1eYupx1Xpt5yuNmgXsC3Iy8lqJyhCKQVRanX64IgIC2E99OVKapnap0WiTqmemG4DkwQ7VHaajihKJLiozDE2ICdGY1Gm80Gw66ok8nglqObhQ5KXI3MANL7HXWEC+NcYkVRkMHCoYDz6EKK/WpCJodxdLQUYIIxHs+B2LjAnKmcwcAw1RZ+WyLtryOvUhhjp10vPg7nb1I5nWOncAX7WHOa6Bfn4oVWwh8KL7DbL/jfc9+G9XQ4IK3Cwc74vCCvOTCb+F0RBlPKraNOKRG46dnkPzNuV9FOony7Vqut1+vQYfwvDgucEYo6Ug/PkxSgy0vCRkSCDbeGiyNxzU5bD1mt4opq6lhRlEajQb2cmKCGvnen08kvDILTCk6BrCI0+V0Blabl8eMZyEhSlw7jJrEIlwYRObsPSb01HHU0egdwX3TmEi89zl8qFlBWhdeCcy2NwLm3P+x9XVi9ZbWcy9THLauc+/SeTqfTaDSwBUkEQcDRTncicqlmKMbL39657/w2ZVbO+OHstC/Ev4H0AaAOst7sTNWAj0dgvvDrIl8N/w2tnbQMUa2Qdc4MoOa9QYFLUsBoYNvBBeDrEbDb5EsLXFJH4WYPkJdOmoPlIektqpOGwK+G62Af46eMRqPHx8fVatVqtU5NTblcLmxi8uRlWUbTOP3W5IrzpxhTvQBSm67boSOeEtSCmpGmbOLLb5KX99ronZT2ozOI9oxGRROge7+tjouoVquNRgPwQT7wptvk70s5L5cuXFrl6MLq3VHR0RpuSiNpuyAI6BAEhBOkPGhXJvOFTzHusHj5n4EXXvEY9wudq970YtfmeIF602x6/FTAtOTz+XK5rFV5vzqdDlhQQ6EQOj3xQKiUQoaUvp2SF7zTSwrGPw08ZJx9YDUB9hMNkmTn+U+d+xjl08hCvI0qPXQu0Gp5Y14sFkH/Fo1Gq9Wq2+1GIoCfNEJnNLxr3HupVAITI6oAyMjSydU1GAzXUdS5axRciNysUoVDT1x0q3yn8M9cUTtSc7mcIAjozzWbzWC5Rc7CZrMBdYehNNls1uVyoZZJiSTyT9lpv6PrZ6KbIsvxA97ghWEttC3oWCXBKV6v13O5XDwej8ViBwcHkiTNzc2h35hqMJQ0prCTLvWSK/nOhCSvt/zz4p9j15vp7/QDoBdSr9cbjUaM3VhcXESzt9FoNJvNWq222Wx6vd533nknEonQroULTfdFFydtV9SqMtkukZtVhKMEqFIs5vnz5xsbG+FwOBKJTE5OBoNBfBGB3ujn4KtrsEV4sdVqwfLgFepqarVaOLCQRCCzCdd9d3d3eXn5+fPn4DMGdVS5XJ6fn4dnzjhuBnywWq3m83nwwOl0OrvdPjY2BoOPDYB3wtflE4E4yLAw1Ngo9ahcGtqc3oyfA+f1/v7+1tYWGmaGVclmszs7O2Cefffdd9977z006mG2XDAYRIsREFB0YKF4dC5AiN8VL7/UC8mFMefs9B6lv8vc3MZWq3V0dPT8+fP19XX0DwDqiB2scKEshHxUis8pJ8l7m2QlyIOQT/fisdNYCP5b+P8V1LQtU3Nmigov499fr9f5CDyXy21vbx8cHMTjcd4FBTabT0DwTaBYJ2GweKF7ZGqwjTuilAwu2Ol06vX69vb2w4cPh4eHm81mKBQKBALsNPKEniHvxVCYfTZ3wEeYihp6UBeEoIbc0Wh0fX291WoBSKvRaPb39w0GA4aQgC4GuXStVlupVCqVytraGrpN8vm8oigWi2VnZ2dwcLC/vx+9X6SoZNnwlHiIPr+76MGS86jleGbk042Z/OZUuJif9gx9kP/R8fPhmaADNx6Pr66u4uNWqzUUCoG+8tmzZ8vLy6FQ6O2334Y3t76+/uTJk9HRUUEQBgcHvV4vxRS02cgECmokRfuKt2q8wf9B5FXq3vyKmWpIabvAbzw6OgKzTyQSAckBPo5wTlGTFsjc4gq8e0aBImOMAAZ4NPV6ndBd/NlPP6eoTtKTT7ep8Mk8UgaEyrIsI6zCO+GeFYtF8KvAoEG9GWORSAR7GuN+A4FAKBTCXsceQkBL+TONWjznn6SgJtg73FhfQR3fh2KYRgWEgN5gY2NDlmX0fhKvoKzyRlHwRhudzwIgzd7hOvPwCv4pSRKFwWTbZVnGMJajo6MbN24MDQ0xxjBx7fDwsFAoeDweJJYAbtFqtclkcnNz83e/+92XX35pMplEUYSLbjabZ2dn//Vf/9Vut2PbkIlWuNwNXqehaOz0AFA4RPBB6Hbgv+DI4H9ZRW1GxEXgFxBegLA0FJ7QxqAfCF3ucFVw0GM0xfb29vr6+vHxMRaDIcfLy8vgAkB5iMIcLIa81Ha7jcQk76gj2UGhwYX08TvlFQtjeBZkaenRCGpOCC5foVBwu924SWQjoJkIZYlhD/z12BCMg+9j7hSVc9B0IarQGjo10LcARhGcL5h3Rfk8UAhAc0AbhlFb6MpAaApHq1AoQHPQBQErzRg7OTlxOBxjY2Plchnkimi6NhqNaFpG8wP0RxAEsKwRTqvdbjudTpvNRseWwnW8k89C0GWMK8BTrdfrMKRoEeV3MHYMuiyx20DDholfCpfa4I9O/KVWq9FQPmDOoIp4LFgqsLHgQi0UCtBGANeBjaPzHV7o/v7+gwcPVldXU6kU2sgKhUIqlTo4OFhZWVlaWsLAIzSrkSvHGKvVajQajTHWbrfBBimKIhpOQTjJhzngacQuQqyEUiKpNH+CwzEBUSRTG0hAklMqlaDkxJan0WjMZrPb7e7r62OMYQQiUqcnJydEOCeKYrPZxH4ge4NOeLDWYj40NR0xNQ+XyWTQuYCPYOcLl5NWeJXUmqh2sSpcDoacKMahzZGkhfUDdX4ulzObzSAbyOVyyWQym80ODg5GIhGv10s1ZEEQWq1WoVBIJBJHR0eAJXu93kAggAaParUKij+NRpPP57PZLLxBDA/p7+8PhUJ+v58xBlaz/f19mCyv1+twOI6OjvL5/ODgYCAQoKMkmUyur6+Xy2W9Xj8yMnLt2jW0NAF8OjQ0FIlEME4Q8S2oTjFRhI5knNPZbDYWi5VKJehks9mcmpoaGxsDGxE5PvQkUWOH/ceCo9Eo1M/r9VJV2Wg0YhfigENEDf3J5XKVSsXn84HCBQSm5N6Tw4VfrdFopFIpVHHtdjsYV3Z2dlKpVDqdvnLlypUrV2w2m8VimZiYaLVa4Jax2+2SJIXD4fHxcbfbDbY5KAP2Pcaq4Ex/++23b9++XalUtre3/+d//ieVSj1+/NhqtQYCATwrHmmTy+USiYTX6wUZe6PRQJSLY/Hq1auA0NDWUlQavFqthrHkRqMxEon4fD7E8wDnInqv1WoajcZkMuVyudXVVcYY7sLpdB4dHS0tLaF0PzExYbVaoXJoy8ePgrCCMppICiCDABuGAMTtdtvt9nq9jvCt3W7b7fZwOIy1wQPV6XQg6slkMoVCAZRYaCvmQ8gfUH4YrjXhdExO8RtjDL6fTqer1WobGxuPHj3S6/Uulwu9/rFYLJVK+Xy+UCg0Pz+PiE4UxYODg/39/eXlZbDwIyuDnuEbN27cunULHhoIQJaXl7e2tkA2CACJx+MZHR2dm5uD2xyPx//0pz+1VaZBt9uN+duyLGN2LxxvjP4Af9ja2tr29vb4+PjY2BgGfYL3e2NjY39/HyGi3W7HGT8wMDAyMoLotFAo7O3tbWxsrK+vg48NbksikUgmkwCiwSlQ1GZM2BbGWL1ej8fj6Nne2NiAeuMWDg4O+JpFu93O5/OxWGx1dRWTiVGnwHSU6enpq1evBgIBv9/fUUd545fSqIMBE4nEwcEBsl8ulyuTyezv7xeLRXBCPH/+fG5ubnh4WJZlyiCClhimjBbPhz/gYIhEIjab7caNG1NTU+ClgVGt1WrA1cEhgrODJR0fHy8sLMCtg7lbW1s7ODhoNps2my0Wi01OTuJM0Wq1qVRqd3d3c3NzfX0djxeI17GxsdHRUb/fj7NAUKFvcMvBeLW8vAxPJxwODwwMYCSbLMsGg2F3d3dqamp6etpms9VqtVQqtb6+jvuyWCzofoMv2TnN5QJva39/X6vV7u/vC4KQSCQ6nY7dbp+YmGg2m+Fw2O12IzW7vLy8vLxcKBSKxSJOxo2NjdHR0eHhYcxLBBX0DyU/GJUiaTg7bcmROzUYDJlM5tmzZ7/5zW9kWXa5XDgCDg4OMKDD5XL9wz/8w89//vP5+Xm9Xr++vv7ll1/+6U9/ghGDx4sMdi6X83q9/f39fr8/Ho+vra398Y9/fPjwIbqFoRKiKM7MzORyOcy1OTo6+u///u9KpaLVaj0ej8vlQq44EAgEg0HwDX766acrKyu5XA4ZbxDx/uIXv/jnf/7nwcFBq9W6uLj4H//xH/F4/Pj4GCZalmWTyTQ4OHjz5s1//Md/nJ2dtdvtmUzmL3/5y4MHD7755huED7Dq+/v7e3t7H3/8sdVqxWRPhCr1eh17utPpVCqVjY2NP/zhD4uLi8+fP8e9BINBt9sdjUY76phRxliz2Uwmk0+fPv3f//3f58+fZ7NZRVFMJhMSv7dv3z4+Pn7//ff9fr/MAUsI+gYH4fHjx3huZrO5VCpls1lZxZZbLJZ/+Zd/0el0mByGom4ymTw5ORkcHGSMNRoN9K6JoghrLIpiKBS6ceMGnJrp6elgMIjTlg59HMrYwUikwTFOJpNff/01hrHiOIvFYul0ularGY3GpaWl9957z+12g77i8PDwv/7rv548eYKpg4rKKjU1NTU3N/fxxx+jrVVQm/DwHlmWM5nM0tISbAbGwtEAllarNTY2dvPmTZDw5PP5zc3NTz/9FD+KxWIBIRzP1q6oXHqyLBcKBeTPEUTkcjlZlnHGwUORJGlvb+/zzz9//Pjx06dP0e2Dp2ez2UZGRn71q1+9++67aM7/0VJrvOqSAneZ7i5BRgSPGHYSWMjx8fHx8fHR0dF8Pv/8+fNUKoXqwuDgoNlsfv78+fPnz4vFYiQSuX79OmbcxGKxvb29YrH49OlTQRAkSdra2nr48OH+/r6iKLdu3err66NzpFKpPHjwQKvV+v1+TNVEaI3oNBgMBgIBj8cDMsPHjx/v7OwIgvD+++/j8E4kEvv7+7u7uxsbG+A2KRaLmUwGg3XAhQDrV61WE4kEgu1CobC8vPzw4cNMJjMwMABTViwWc7lcLpdbWlpC7uDmzZsjIyPY7gj1BUFAkmZ1dXVxcbFQKAQCgUgkMjQ0lE6nMUgUMfPJyQn6MZeXl588ebK7u6vX69977z2/3+9yuXZ2dp48eZJOp+/fv49RhHDmKdpHXICUbzqdxgRivV4/Njb2s5/9DNO/MCMxHo8nEgnQUblcrtHR0Uwmo9PpxsbGQqEQ4gXqoIKXPjg4iGdlNBqPjo4WFhY2NjZWVlYymQz44efm5iwWC+G6aEfVajXwumazWcwnGR4eZoytrq7G4/FMJhONRvEMFUWJRqPRaFSr1c7Pz/v9/lAohKVWq9WlpaWBgYH+/n5MQWSMUY4AuQnGWLvdxpxGs9kcCoUkScJQilKptL6+vrq6irlL2K6tVqtSqVAnrCRJ5GnD5oN+B1kDu90+NTXlcDiQeN/Z2YlGo0+fPrXb/z/2vuu7rSs7/9yLQvRCAEQhAJJgJ1hUKMmyJbmNPZ5MyXiSl7xnDWep8QAAIABJREFUrTzkf8g/kce85GWSl3FWxuOVGZfxyGMVWqI6RYoUOwkCLADRARLl/h6+dfbv8IKSRVkc2xL2gxcNARf3Hpx9dvv2t+09PT3pdHp5eXl/f9/n83V1dbW3t8P3nJqa2tjYWFlZ6erq6uzsfLEu+pHVWxaQp0+6FYUL442E8GbrfL4U2v3fe+895Nh++9vffvHFFysrKw6H48KFC/V6HUW1Wq124sSJf/3Xfw2FQpVK5S9/+cvvf//7vb29yclJ1Nump6cnJia2trbsdvvPfvaz999/3+12P3r06D/+4z+uX78+MTGh0+mGh4fL5TIohDOZDGOspaVlYGBgdHQ0FApVq9XZ2dnJyclYLNbT0/Phhx9GIpGtra2//OUvCwsLyP87nc5QKAQmsHPnzl24cCEajbpcrqtXr169evXKlSsYl4XpP3fv3r158yaCz7feeuvNN99cXl5+9OjRRx999OWXX8Ij9fv9XV1dyKhTi1I2m52fn3/48OHU1JTH4xkeHn7//fc/+OCDP/7xj5999tnGxkY6nYZxRmrn7t27t2/f3tjYiEajv/71r0+cOBEMBj/77LNMJrO6unrt2rWurq5oNBqJRAhkxngar1QqgSwdnrPZbH7ttdf+8R//cXFx8ebNm5cvX8b08kQi4XQ64byQJcc0PyT86BHgznR2dnZ1dcmyXCqVrl69+vHHH6NgbjAYzp49C0+qpaUFmiZWg4EYKRaL1WoVDhEI2D7++OPLly/fv39/Y2MjlUptbW3l83lA6OApnDt37rXXXpuYmLh+/fqf/vSn6enpgYGB3t5er9eLAhVqHzh8AaOEciL8Hh4e7unpuXnz5u3bt+GoT01NEU2NxDGzSOODjooAWojs7HY7FN5kMoE3bmBgIJfLTUxMxOPxeDx+586dcDiMLPL6+rper+/v7//1r3/9zjvv7OzszM7O/vu///vNmzdjsRiMxPOp8ZPk+eve35oMkHjtB6cg1V1MJhOx22s0mkKhgH5mxpPwONdxyj569Oh///d/Ozs7McI+Go16vd5gMOhyuXCc7+7uYu8uLS3duHEDsylxgiDtvLu7WygU4JpibP3FixcHBgY6OjoymczS0tLq6mqhUOjs7MQI63A4jNQuckuIAnBMfPjhhxaLJZVKzc3NybJ89erVycnJRCKBzGelUtnZ2YF74vF4zpw509fXh8leWq0W/jaN/kqlUtgZiEvL5fL29jbIFWVZ7uvr+9WvfhWNRp1O58DAAPyOVCpFSZ1qtQqD09XVNTIy0t3dDarDcDh87ty5Wq22urq6urp6584d7GOyYMh0Go1GZPI1Go3P57tw4cLo6KjD4QApGtWlkE9GTgFuJFX1xfIbfiyq+iDcRYYlFAoh94m0ltvt7u3tBeINbgjKqBLHqGk0mlAoNDw87HK5jEZjJBKJxWKLi4vYaSaTyel0nj17FmktjUYTi8UmJiZu3Lhx69YtTFOkWhryjoy3G+O/2Ic2m21wcPD9998PBAJI5un1evC3bm5ubm5ugs0erhZSDwi8s9ksAkBcHEQ3gOuhwQYdsplMBrxUWEDknvr7+3/zm99sb2/v7u5ubW19/fXX8Xj88ePH8XicsqS1Fz1r6Xl4ztlh4PhGVSf1hnNOtQqodyAQ6OjokGU5l8uBtVMSkLdIPkFpP/nkE+Su4NUMDw8PDw/DeYb9QYJ0aWkJSRQUxoGyrtVqiJdwTbPZPDAw8O6774bDYbvdDtLf9fX1Uql04sQJ2HPEfh6PZ3R0FHcO9rKenh6z2Qxky+7ubj6fv3HjxsOHD0ulUjAYRIoF91Or1Twez8mTJ0FgiFO/q6sLgwTW1tY2NzcxnQfJ2L29PUznW1lZSSaTkiT19PT83d/9HWrpPT09jLEHDx6Afpx6Pzc3N/P5fDQajUajHR0dHo8HPtH4+DicwPX19ampqcHBQfqZECLhe4G11Gq14DYeGhrCcQZDXePsBZi7QMB1KrZTSQ/uAKIGWEv8bTKZcCyaTKapqSnMBsbRjPMCpwDjLdYaToYTDAYHBwdBLx8Khbq6uiwWC6k3ZrC43e7Hjx/Pzs6urKysra3dvn37/v376XQai6PhDaSFQoFxWhFSb8aY1Wrt6+t75513YHhxyN68eXN6ejqZTCKwAvSAMYaiOkqnFHtDkDoBcMNut3u9Xr/f7/f78YtTphDNC3Cj7t27d+/ePQxXxnTUzc1NiYO760fpqnoWeR4yJlno42VPUGy8CNQKVSDxEYkzn+ANqG2I5cq2traf/vSnwWAwFottbm4iDkwmk2j9P3ny5OrqKiwPyiomkwlA6Hw+D6cRhNuw1Rh/UygUkAlDWg61HMZjDZ1OJ86OR80GIStMazwehyuO+hM6nHt6enQ6HaCLuDeZ4+ckoWFG5mO66wdRdOg5xWLKHMGGUxz6g/BPJ8zfwkdoE6ArE8VkmRMz2O12pPqRISOYYF0gw0Gyl/rD0+k0NKFSqYC6GBVBYGPRmAkvrMYHJAI+QNsADwWCV8wGGxoacrlclUoF9a2FhYVHjx55PJ4TJ04A3MIYA88UiqbE64SNgRVD6kvhIKhCobC4uDgzM3P9+nXk4UKhUCQSsVqtnZ2dy8vLxWKRcSMkc5Avth8VHQDXgWutYlOTZdnhcIAeJ5PJIA4iKltghxCPmEwmq9WKbC768FDl1mr/v0JRUh1XmJ+f//rrrzGq2efzwT0JBoOonIOs/kURH5A85xiDRusNEW9O4TApnKk13lcsCR0plNsUEWZWq/XkyZNtbW2Yhn337t14PI6yNhJC6XR6fHy8r68PG1fLh/LpdDqkx0EV7HK5uru7/X7/7OwsACGYOuL1enG0azQanN/QT1gtFOEUTmZgNBozmUwsFrt58+bHH3+s1+ttNhvK3Z2dnQaDYWNjA34KNFwrdGXTeaxwCArjjomWk/tC/bBpCJAPIRSK5iDvl8LBeXDURYQm/RMeDfa5xuk3aB/DFuFwEVW9Xq8Dd4V0NwxspVKBGuDHAm7MaDRShgk3Wa/XE4nE/Px8JBIJh8OBQACZtoWFBWQuV1ZWsJuB00LMTyluqBz1HWk4m10+n6/zBtu9vT2U0D755BPMP4U7BuhUKpWCm8YELDDj5ykl2BXe30rGCUV72CGQ1eLxAf4noiuqeMMXoIisxhuQgMuiY1QWWImq1er8/Pwf//jHpaWlRCIhSRIqOK2trZubm4wxi8WCj3+fzvlTROHIPtbQ9gT+BkobIOiqcqoQiQ+mhadaLBZjsdjU1NTW1paiKCAAhlW5cuXKp59+mk6n4XMi+QmrIsvyqVOnxsbG8FMBP5NIJEAM6nQ6MSVD4iA2xpgkSW1tbeD3LxaLCwsLwWBwZGRkb29vd3f3/v37X3/9tdlsjkQi2McAG124cOHSpUuRSMRutyNvxDj9ANJO8CozmczCwgLcYMzNTaVSAMyAkNTpdFKTJlbJ4XAEAgEEAslkcmZmpqury+/3Y9xPPB7HV6C2pNfr7Xb78vLyw4cPHQ4HMq56vR4m4vHjx4Bqut1ujUaDwgHBSBhjVMugYhU0Ad6vTqdDtgIOKnEz4iI1TtiEMwg/397eXj6f/+abb/7whz/09fX19/cPDw93d3frdLpsNosDAmcrgD2MMVTCcU3kqFAJg/LXeBsiNowkSfgsIt5ardbf33/y5MmxsbGxsbGZmZmHDx8i7GfcI8MBB2UrFovFYhEPBS1Np9Nzc3OYYby+vj47O5tOp3HAAaxSLBYpzVHhjHpIuWEDw80BLg12G4lP+DsIgrDHdDrd9vb26urq48eP7Xb7G2+8cenSpfHx8VKpFIvFbt++jdGOcM2QU3hRNvzFqDdpNf6XTnQmuKnkH8IIUBc042ct9joAG7Ozs7FYzGKx9Pb2Dg4OGo1GFKswIhNzs+x2u9vtdrvdOGJRwoFqLS0tEcyT+KslobccUQDYwoCd3tjYmJ2dBZRifX398uXLv/vd79rb2y9evOh2u4my2+/3nzx50u12K4oCNDh8aRgft9sNpwsVMixFPp8HiK1YLLrdbsTJVquVnp3KKmi6aGlp2draunHjRrFYrNVqs7Oz9+7d29zcFFH0er3e5/MhEWC1Wnt7e4Hhu3fv3vXr1+PxOCaZBINBo9FYqVTgWNKvQD4F404s7AaCbZyY5FMgSakIpM6IWSjelnjv2vr6OpLAy8vLSDjV6/XV1dV0Oq3RaOBSYW6x+HHYQwD1sb/hzVGeFX4fTkM4FNVq1eVyjY6OYgLU2toa9Z9DFM4DQXkBmlKAG47H45OTk8Fg0Ov1Tk1NITsAGwNThNqYLLSakxdAaswYw/vxRbixKmeDhJHHDEnYm42NDUDZurq6ent719fXE4kEQgBoBPkC3496S7wrWBa6YSCKMDqvxmlGGWPY+rlcDkqIf93ngueBA0MTAlpaWjBSr1gszs3NITW9t7d39+7dbDYbCAS6u7uB7xkZGUkmkxMTEysrKx9//PHU1JQsy4VCYWNjA+bLbDZjqNX29natVoM3SL8x7NvQ0ND29jYSUb/73e9MJtPW1tb6+nq9XkciWqfTlUolJFoePnz4+9//3uFwKIoyOTn56NGj3d1dzDBBZyh2TCqV+uyzz+7fvx8MBvH4c3NzlUqlt7f30qVL7e3tkkBvilsym81dXV0dHR2tra3r6+v/8z//Mzk5GQ6HNzc3MQCYVrJSqbjd7tHR0WQyeePGjdnZ2Y8//tjpdOp0uuXl5enpaYvFMjw8fPLkydOnT8P8MsaoPIkVBsELLDBtWfQ5Q+uwI8mBx6+GqBubHn/XOfdYa2trX1/fuXPn4vH4w4cPbTbb7u5uLBaD1dJoNJFIBBBA2kU4NQDaRQQryzLcK1yfVAsN5PgJUF5dXl6+evUqhiXevn37zp07iURC4b1A8AIohEEggMAeAQhScaCIW11dXV9fz+VyeIT+/v7t7e1CoYC4mjK+GL0M5hxF4NUsl8uYwVYoFBDNYdHQ6ZBMJqvVKkJrrVaLQcsajQb2HJldhbfH4KR7geH3c8JaxKSaInThMcbgvDkcDr/fn8vlvF4vzjZJkmw2G0j2MfOR0mkulyscDvt8Pgy+BR0/QMIbGxtaTj2by+Xa29sHBgbGxsaA5u3v78fr5XIZ+FZYEmAn3W43kq4tLS0Iz1D7kXl7VktLi8PhiEajCPBo6RGlDw4Ojo2NRaPRarW6s7ODLG6pVHrw4AGyWaVSCTUeGnIAP3l0dHR2djaRSBSLxUQiQemo7u7u0dHREydOoGuaonFoOIpwfX19w8PDyBuhPwEwL6/XC/ZCZLYBroLPv7W1haopYwylps7OTmTU0dxW4xyJVc58ajAYWltbkenFuSBGpy6XC5VIyoCSFRXzc7QTEDMDG3Px4sUbN25MT09jfNrq6moymWxpaQmHw8PDw5FIhPAw2NCMMWTU2traZFne29vDeDNKHzgcDoxbIh8HUBbGGCqawMMwxoD8NxqNZMklTvCm5a1ElPjc29tLp9Oo5GP/+P1+YJADgQBOc5/PV6lUsObIrjmdTq/Xm81mqT1Wq9Xa7XY4+ThJUR3EjwUDg3pEIBAYHBzEQQAgFmY80lAnhEiaF9o09pxDiJjgissHacNQ84xGo2azua+vD/VAdDhEo9Ff/vKXyHVDz3U6ncViOXv2LAxpe3s7CgnvvPNOZ2cnTHc6nQbHFZWsBwYGfD6fXq9HfRJ445WVlZ2dnVqtZrVakVDt7e0NBoM+n294ePhXv/oVVKinp0fhFHmo3wwPD1ssltbW1rt372JafTQaBfw4Eon4fD5guS9cuGCxWACWxCY7e/ZsS0tLPB43GAwgFTQajX19ff/wD/8wPz//+PFjNCQhy+r1etvb28fGxsLhMIwelo6SXthPp06d0ul0i4uLQC9rtdru7u5QKBSPxzOZjMfjCYfDbrfbZDJ1dXXpdDq/37+ysoIaOBDaSOljyreojWR4UZuMRCKVSgWhIypwer3e6XQGg8GzZ89iujCA9Pg4Ynv6oTW8y1KMyDDYFPVLJITD4XB/f39HR0dXV1dPTw9ghUxwm5Hh7+npefvttzEg8cSJE1hM1ORHR0eRIwTKEOhdWZYBrcNgtr6+PuS6S6USkCfIs8JVZkKECGSL3W4/ffr0pUuXkslkMpmEQY5Go4ODgz09Peg7Gh4eRv0fHlm9Xvf5fO+++24oFOru7o5Go3a7nTFmMpnGx8eBw+3q6rLb7RIv7/3sZz8rFot2uz0SiZhMphMnTvzzP//zzMzM3Nycw+HQ6XSjo6NOpxOdhWaz2e12i314L0SeJ/YWk3tkxsmAwzigaSkUCqHBAwjBrq4uhE8oaeKgoiIKRmfZbDaTyTQ4OIg+6tXVVYxxNxgM7e3taN9pb2/Ht2NOFYq3c3Nz8Xi8UqkAA9jR0REOhxH5dHR0XLp0CWkVn89H+U9UR4LBIN4GA46qdXd3N+DTaPAyGo3RaLS1tXV+fn59fd3lcnm93kgkYrPZYJ89Hg88DtqLoVAIVT10UGIoD5ZC4kwVZP3gpZvN5o6ODpPJhIYH1BQGBga6u7tRKjebzahX63Q6eEBer7ezs3NhYQGHIFpcAoFAIBAQ0csS7z3GNyJ0B8ADl8I1YXM0Gk0gEHC5XC6XC4ijmsCXQnly8trosrBCuODa2trOzo7RaET9IhAIoGBGlQIxSmpvbz937hzC446ODiw7SqQoKePoga+E+wdux2aztba2hsNhv9+fyWRyuVy1WkWNSiMMxlB4Mx8VULq6ui5cuIAqNzYkkE7ImQN03Nraio1HDwU4kN/v7+7uBg9srVYbHh5GghYjZWC02traTp06hZuBAxsOh+GkYCgiDrVAIEDwGIvFgn14aE3q+USqCHxxR1VsEnJ3Ga/roPbAGIOLRUUC5M81fIQl48MZkWzE61TjBUkoEt24DjIZADZi7ZC2RX6CMAaA5iN1iRxYhTNv4nVZ6ARGmAR2jr/+9a/Ak42NjV26dImaMRlvgUAWBL4oYjnaMXo+Q4tSL8jWIjVtMpnQaMU4hANaXeOdz4TkAc4ZdVfM33K5XChNw9YB7kZppEKhgDZ1xlviEV2TvaKjhAkMJ6gP5fN5uPpY9kKhkM1m8fviIvggvGiq3kM0Ak1FTSCKwFMjAMY+hkWlkqEksKbgg6gCIhEDFAMOI+wB3BKeCyh9rC0mqMqybLVarVYrVRMZY7RE2Jz4Rb744ov//M//XF1dzeVy//RP//Qv//IvskDXhx9Iywe2IDeEDBn8bcbxAmjCgcVCtI9kLSJ8rVYLmgf0hMG7xKEGiAESjQC0gecHkDhZlltbW4FifHb1FuPiRnl+nnP8QadjTaDXJRdOx/nx8TaEIpQYJCcEBRhooJaPVsXzI8NMlofxnSQJpDaITpHuor0rLhAAHlAGWZh/JAalCNVMJhO6x+Gz1TnjCuMs3DgyECPhW4xGI1mJCuf0RbjV6BwCeChzUTjRgiIMMwCNhNVqxQ6D7tV527yWzxhQeFkLrQ5MKEDQBWkdxOiJ8Ww5nVBEeEzHa4swqKwijMuUODhHfCiy53gF0abD4ahy5ladQD9KYTyZbuQ4KRqn72I8IoAbjKMEwETMIa7zeU/ALGCVKPlMhQaJc4/jfpBpwzbDrbKG/BEuiEyeLFCMYHnJo6FIG7uOji0sI/YJAFfIVsIyuVwuuiv6XfA2zXcbxdUozxl7k4g2nH5yDadMlDjPNt2xhrNb4YdRBPZZmdPxQM9pI1LtBFeANmp5oxIVLfCDERiuzolEcMSQzVF4zlPhyS3Ut9AAkEqltre3U6mU2+1GBzVdEDgQfAX8KImXCWA3yINFjkTHiZApKcX4foWVY7yCSOcLGUCZz9OkcYWE0MC/whwxxpAAR0smufqHXlBEobCDGRMmMMYQeINxIjpAUCjroxG4H+t8NhjVSmqc/Zp8Gbo+45ytENwY3knHPdQbOWTGGJpM6ILwnhBE0BrS9RVO/EzXqXPiuhpn5gYBJr4L/DB0k1QdFBcHmxzGnPa2jk+Dwo9CkC064/Ai+SBURcK5o+cDmAgjhLWi/f90g3wkeR6ec0ngbBDdGybMeYPUBKZbvIK7ZwfnENQENiI6QcQfj4ybxCkiaOnJdIgJCfHiysEQUTwdKZiE84zOMNTYe3p6qLeefFFyVrEFCX2h4eOHFGG4JDsI76G7ZYKzI+4hOn3qAnZVw2cSKkLZmQ7+OictF3eDyizQoilCFCr+L30jE/gYgc0mB0HLCfoZt/z4VIUPGGHCAUS/u8qHkjmEiZ4a60a6gV8EykBHkiSMSVAUBacM/YhSA38z2Q8m+Bdwu9rb20+dOpVKpcrlck9PD6C7jb9U41rVOF+lIkzjoFiDHQx5ZEFgt+sCRJ92nbja9KkXmFSDPOcAYNpPtNvqAvqSlkyM2RgPX5XDJs7UOZkhaaZ4olOMKgus4KQGysFKOyFkZE5IpuGiCCMEGN8K1HyCIgcgVqAchlWs8qk65MTiZwPsxGKxIO0s+jW4Pq2AxHG4MPLkgtKNybzGS14G45oJUICWsxprOFE+Hgf/Sl8qc3y7Tqcjj5EJvLG0gRSh1kU/h8S5Ivb5VAkEPpIwg4UcChX0jfhhKaMuegp0Nmn4KBIsY5VPp2LcJSZ/Gy4uaQ6q7haLhXSszgtyosHQcwZ4cRl1Op3D4ejr6zObzYAngdVLx0eaihEHPQXtEybMRcYviCSIxFMbtJL0m9IpWS6XcbhU+MxMOtp0B2dRqW7ghcjzUylSXCraB1FYQ+so7U4mzGrD4UreCx2ZZKk0AkaPLk7xG/0rnd+ykJKtcZA26V6NV5tFG0LZUafTCRMBTgLGJ9epjDbjtMGiR8cOInOZcPzT+og7ry7M6xOjTdWnyIzTk9Y5VYjE8UX0NpnnPlQrJi4sHYiqX6QucDnTOUuHKV2NDizRMqt+cRxkigCAlySJYjF6hT6ClBhFUvSMov+v8gXoHip8jhLtKLxI7h49l9lsDgaDOKyR4BDtPP0hCWzZqkegs4ZcNtFc03GmiitVecQabzvXCBlWHJ20LZ+seUeT54G1MMGpo32pejyFYyTEexXjJXG36TgbKQH66HgjJWcC13KdD4IWbYLqDiE1juUg408QYvFngz6DSU8SnNsqZ0GQuM9JHJcIjCkhJJ5K4nlHd0JbQaPR7PNZXwrHhOj4ZFxxuUgPNXwGKC07404KE8awag5ilRWBnoXxuIkesMbHgGl4+yRlwuApkO7RBWUeHOKWFB6PMB6li1aaPHlypwltijCHnlSj0aAy1MJHJtKvTPdGhlSMIySeM4PaIK+Onwk1NljyOs/5AbFDPyVtJ9X2lg+WpuizkuAHifpMthrPqPAJMDJH5tCvRkaeRkcBfKFwB5Z8qBdlw4/Mc05n2KFWWhbAqvRU4nHIGmwaCZlcuiwlyUXzC6GDo3aQKpCWhu6HMhmkAHQWiOoBnRc9K/oxxKfDiaMcnJ3ABEurOnrF1+kjFFIqQiuoamXI8ogrU+dTzZgwFYSWncyj+F8mnDjiypCQKwRINr2fgkkmhM11nruqc351iYddgB5RsoASe3QP+Fc695mQFhF9E4LHi04HneA1zidJN994kjKeINDxkSz0ep1H9TUOJaQnFX8gxsMf2n4VPtlakiQqEIqPSc5XXcgLiBeEPaCzuCIMTmT8KBcTBy9Enme+N/3GipC1YgdVi/E5j0zww5mQuaWHp70o7lRyYw7c68GJtooQcqvUm+5KlmUUEolfXUznMq7DSI0qioLjU0y2KwddXxwW5GLQSUQ3Lwm5Jbol8t/EBxHvgY52vKLKL4gHX02YmKvweQ/Yr1TbF51Gcv7pbutCBojxwVJUwyODTNtX4SOBSL3xIvK9ZGBBGyzxPDMdWBAKuRlXRVGpqNAgSRJWuCoM4pV5Tz5+RzHFSDuBPBR6UXQcaFmwdKi5kI2F24gYnhaHjjMSJpwaCnchsRoUprGDnbni5qfmnHq9jnIjPYgstKYrwuSZ7y4vsiEUf0gN/qG4k0SDr9pzBIOReX5C3I51ocBGBwq5WKL+iB+h+9EIqUt2ME1Q5wUh2jS00cXbUISKmni0HXpUK0LZWVwQVF/FjBoTzg56J91GTagP01MwYeST6hllIU6mNaFjl5ZRXJA6T1sC7SMLgB8mDNygA1THO8zr9ToQHQhYkGuEh0zqWq1WiWMDNTwmTERu4XOgJUkCeQZIS3E1SZLALq4Rip0UrypCdYBObUooiGVU2iGUBmNCslN0KKiaSytGKy+6V/SvGt5gSzaZDAD9KApPf2r5TGi6PYnnBWiDkQaJe+a7yPPUvcW7F29FdJDE+6OfoS6kbZmQjcSvhZMVCUlxWclToGSmJMCeFAFvIAvuuihMOONJpelviXvd5LZRLlrLp9vWOOUQ/WbKwbhDtQ6ietOzKJx8k/K9KlGtG+POJD0s+QhipUARXFxxzaWDkYIihH9QY4UXBRRFgbLhnYT9YtzRONQhB9EnKLuxFLBs6IqF6oLrDgTpKDEofDoSqP9Rj0DOHOR5oKwENNDv9wNgDxvLOHNTXagFkv0nbJIkDHiCyByAoHIeSb1ljq0g5aefgzaJanvLfCYcnRqS4GyLewwDPFr4DHZZ6MAVfZy6kLH6ftSbbkV8SLKZojHRcAgEExxyJlS265wYhM4z0daJTiZepM1XFxJscsN0aNIo8YbZweY2UnXRCEs8xMJep++SDkZToikT/W12MFsj8Xwhfap+MGWqEQhYxFNGEswsnlrmeF58nJ5XPPWVg4kJ2p11ofSlcIecQkc6+GQe2dY57IR2PLmOgJQwxoBOVxRlfX392rVry8vLm5uber0erBh7e3tvvvnm+fPn3W63Xq8HEf2tW7disRgZWNwtpp1Eo9Hh4WFwSF+/fv327du0LC0tLeDbHBkZ8Xq95MWIS0R+lszr84f+rAo3JyqzIf4TazAMTKhq+uA/AAAgAElEQVTCiBXyCp/ByrgvUxfC+0Y1QdKB8SoM/RA1AeyELSFqyguR51Fv/EH2QRLiZ/Hwk3nxoDGkFH8bidcqUaoV30C/k4aPHGb8N6B6leg9qn4t1Q3TbctCqr9+EI9d44V6RfDw6bIqDRQfnwyjwqv6GqFARW8QXyeXRDwsxJUkU1AXuApV/jZ7stOE2xbrt7Rc4veKYQLeXOfxJ92qhveH1et1UKaA9uzatWuAcJvNZqfTubGxAYacUCiE1hrMBgdlJfDIyHFoNJre3l5JkgKBgFarTafTMzMzV69e/eqrr9DHgrzX0tLS1taW0+kEPJuyUHTCYlWp7sB4CYAJQEYmeIuqHShJEoU/7CCxlMITBHTASTyJKF6fYjcx7mMH1RueUYVzoZJRFINNMcF2JH18unwnzLkkeKrs4F2K+0ylbLTWohOiCDaWvoLiIvEMhogR6ZP2tyjie8SzVvV+crdEMygqnupWnxRusIM/MF2cNfz89BSqZxGvrwgpNNp8qg+qHoeuIwbkop8lCa67uDtp2RlPU9NNEnRna2trcnLy1q1bGKv0xhtvgAbw5s2bk5OT2Wz2+vXrJpOpp6cnl8thRl9/f/8HH3wQDAYxJDiXy/l8vt7e3o6ODsbYwsLCl19+mUqlwuHwm2++OTIyAraDmzdvPnz4sL+/v7W11e/3AwjcuElooaSDGQrGy670ETrdNBoNwkAScQFlAU0g/mTi79i4+VUrrzpq6U5E80BBuOojT9rGR5XnUW/VEtPzyIfl9J/y5ie50I2fYg06fOi/Hroo4on49ONAXHrVt4j/pBys/NFFnvSkjfcs/tOhi8YEVcT/kiVnhx0lhz5O4y095X5UP6J4BtGBQozFOzs7N27cWFhYgBH+yU9+gsQYzqBCobC7u4uWQXAMgdvj4sWL/f39IJzJ5XJom9Vqtfv7+2tra7du3Wpra4tGo+fPnz9//nwikQBnMGahhUKh1tZWtBiqHqHxWFT9auJCiVmMxgV8ilKJ1xePj8bN/yT1btzwh97Ai1JsyAvLnL80IjoF5MIxAcxMr5NT/f3e8HFLnaM1kAPTaDSY+1mv1994443+/n4QrdbrdXDFoZUVVCcajaa1tRWzEMCBp9FojEYjmp/BeJPP53d2dnZ2ds6ePfv+++/7fD6wMnR2doJzYmdnJxaL9fb2Uqa6Kc8oTfVWCx3PBJgRHVS851BH/dmv/4zvfLFh2HeR+sFCIJiMMGErn89PTk4iaPd6vSDhQOcvDDgKWrlc7vHjx2tra4wxt9vd2dkJCtFisYjBHcVi0ePxjIyMMMaq1arVagVNytbW1u7uLog6xBCpKc8iTfV+VlEOdsu8OvtM5pSJAHvChLa0tORyuXv37hUKhfX1dTjhmHn47rvvnj9/HmQm+Xx+aWkJA2RCoZAsy5ubmzabrbe399y5cxcvXsxkMvF4PJfLMcZAhyAmrtxut8PhWFtb297eFvPVTXlGaaq3WkQ1VuWfxESachCv8hKLxPGz1NOOCnM2m4Wzjao1YyybzU5PT4PmuaurC6+jtqfT6TB7EIQwk5OTkiS53e5arba7uwvcC3wEKhxqNBrwfCBRT5Dbpjy7NNVbLYTfkDkykQlVVvLGxSLqSy8SLwGCuAL6Bt7/M2fOvPPOOxg8ePXq1WvXrt28eXNxcfHDDz88deqU2+0eGBgAl9trr72GUtn169f/8Ic/3Lt3z2q1ulwug8EAuAHIoYBUkzkQlbpExApfU55Rmup9iFDITaIy16p/OurFX/g76a6O9P5nvw0xASHznm232x2JRIaHhzFdVK/Xb21tLS8vYyDc9va2oiigRi0WixaLZXBw0Gw2t7e3l0ql2dnZ/f39WCwGdner1VrnoE5JgNaD+t5sNtvtdh1naz6OZ3xZpaneTxRVgK2qVL0idhsidsUi9e10On0+35tvvokpxeCx8Xq9Q0NDAKuCGxMUyADzApcCztmf/OQnGIRsNpuHh4fv3LlTr9cBfZMkCaRX5XIZw5vxXQCfV4XhNk35Vmmqt1rEwibiTDLUKg0/7gTbDye8J9NNdhUayDiDLUriCLYlzhKVzWYxGq2jo6OtrU3i6ENg4DDoBzA4fBwDRt1uN0aI7u3txePxra0tn89ns9kkSSJA6/e7Gj8ieclrts8hEp8yJ/FZM0QnQCkf0Yc8krN9JDnOpzyayAKbJbH87uzsJBKJXC6n1WrB2cQYo1nOtVotmUx++umn//Vf/zU1NYXZRrgapkRiPrnIUrK5uTkzM5PNZlFdh/cei8WQY6sdnJrQlGeRpvV+okgClr7GiZPFN6iq398qx7o1j8+m0YOjwRtc/CMjI/F4fHZ2ljFWLpfB7/3NN99MTEzo9frx8fHOzk5E1PF4/Ouvv97e3h4YGMBgKcDRgHgDd2UoFDp58mQ+n798+TJmm2HEajwe12q1bW1tPp8PX3FMz/iySnO9DhFRDyXeMUJRn5g2fxUcRUVRREJ/k8kUDAbPnTs3MTExMTGxsbGxsbGBZs/Jycnbt2///Oc/v3jxYl9fHwbO5HK5y5cvT09PX7x40WAwzM7Ozs7OzszMjI2NjYyMdHd3I7t2/vz5ycnJL774AoPZNjY21tbWEokE0OaBQACdas3Y+0ii+bd/+7fv+x5+WEKt1JQlVoSZr5gcQu3N1Mf6LFd+Duv97MeHCMB+4YKlEOncDQYDxpgYDIZyuZzL5TKZjMViwRy4sbExRMsGg8Hj8ci8QT2ZTO7u7hoMhkgkcv78+ddff729vR3t3E6nE0NstFptNpvFjOdoNPrGG2+cOnXK7/fLnFapEVd/6N/sGCDcPzppWm/GDiqewmdKaDhXDjb03t5eNptFv6TNZtNwPsCnqPdR0+xPgbg+y6Weo+SmantgBwkM6D0gtMpmsyAtMplMAwMDdrvd4XA8ePBgamoKQzbHx8fPnj07ODjY2dmJeYDnz58fHBw0GAyTk5Pb29ugUuro6BgdHR0ZGRkdHQUXJWaqYbRQLBYDDM7j8Vy4cOG1117zeDxarTaXy9VqNUT4T3nwV1yfVdJUb7XIsoyxMiL3WK1W29nZWVlZSSQS+Xz+woULXq8X2V1idGEHG8uoA5xoQBTeNqTwXmImWF1km6WDhKeUqweLExEhMUEP2WHdiE8XUb0hxGpCPado/xJ79ZHfYpz/1Ol09vb2tra2jo6OopMZQbLL5dLyST2goD179mw4HEbWTZZlu93u8Xg8Hg/6/Ol5e3t7DQZDPp8HgTzGrYKgWpZldIOqwm98EC6VRqPB+sjHMA/gRyqvino3mqmnvJPYCxifdFutVre3t2dnZ+fm5nZ2djo6OgYGBhhnCFAUBahJEesGTghsaIWPMcTmI+pCWZZRFiKlIk0jvkQNp4iCyh36XE93Ig4VhRMMIZVAWD06nnBZGu5HuQbiFdfpdNBnaqgmFgSUzfBxWZZ7enq6u7tlzqJBvwXByHHzmJ7ZeKvgxqKPkHNBNQ70tBGpsyxwcr/ixvxVUe9nl7pA6qgoCsZcKYqysbFx586deDxeKBS+/vrrSqVy6tSpzs7Oer2eSCQmJiZisRhoEvV6/dDQ0Llz50CEnsvlML43k8lAPTY3N5PJZD6f93g8b7/9dkdHBzG9YLzm8vLy48ePM5lMoVBAD1Z/fz++CyzrjHMtENEPO2JsLza3iq+LWlGr1XK5XCqVgs+CSa9Ew0w3g4NMOchsQ6ENE6hgyaiqoATfevPSQeIKSnwEg0EMk6FgSnOQhO/ZF+SllKZ6q0XhjPxarVbk9E2lUvPz8wgpZ2dnTSZTV1dXMBhMJpMgElpaWqJdmM/nfT6f3+93Op2lUmljY2NlZWV9fR24q1gslkgktra22tvbgcdCIgq9zcvLyw8fPnzw4EE6nc7lcm1tbYFAQKPRwOml7Us03ZJARPWMG1rihNMqqil2MAKv1WqZTGZ9ff3hw4dbW1sYTwunBjEzqTcdTxSVwJZq+HylOiecJjWWOS2kCiz0pBumu6L7x/mLxRH9mh8aauB7lKZ6HyIyF3J9JYEolzHmcrna29tlWV5dXb18+fL9+/c3NzetVmt3d3ehUFhYWLh79248Hn/77bc/+OAD0BVMTk7evHkTw7rNZnNbW1s+n9/c3PzDH/6QSCR++tOf2my2ZDJ59+7dP//5z5VKxWw2+/1+u91+//79q1evVqvVVCo1Pj7e09OD7Uv0TCBFkY7IsCkJPMoiL4Wo6pVKJZVKra2tLSwsYMy9zWaj6ULiOVjjs5mY0JMjCULfq3DB/5JmPot6U4WyUqmA0clisfT39xNsrikqaaq3WiSBnlH822KxOJ1O0HoHg8Guri7G2PLy8sTExOPHj8PhcG9v79jYGGbNLywsfPXVVzabbXR0NJ/PK4oSj8enp6cxnLC9vR2D+FZWVh48eKAoyvj4uCRJm5ubS0tL09PToVBodHQUtj2ZTM7Nzc3Pz8NSdXR0SBzdyTizX43PLX/2ZxQVhiJtlSWv1+vZbHZ7ezufz9frdZPJ5HA4iGuRCRxDNT7sSRYYAkVLKx8kOaXv1TQMlni6AM1aLBaTyeT6+noqlaJRIWJMzl75qBvSVG+1iIBTWZbB7yVJkt/vj0ajRqMxk8kMDg4ODg5ubGyABthgMLz11lunT59ua2ur1+snTpz47LPPVldXV1ZWrl+/7vf7Ozo6AKUeHx9/77332traWlpaRkZG7t+///vf/z6ZTG5ubu7v76+srOzt7YVCoTNnznzwwQdWq1Wv1+/t7Xm93kePHm1sbMRisXg8TrSh9Xq9UChIkoSo+Dkelvx50swan0yM10ulUrlcDgQCuPlgMCiqtxgdUOKdNXAPHmrDxX860g0XCoVcLnfr1q1MJuNwOBwOB0IA4mynKz/Hgrxk0lTvQ0QS5k6Rx2u32/1+fy6XI/6wcrkM62G32/v7+4eGhpBDbm9vn5mZaWlpyefzKysrVqs1GAxaLBa73R6JRMbGxoCv9Hg8lUrlypUrtVotnU4Xi8WlpaVSqQRy756eHjCTjo6O2u32RCIxPz+/ubm5s7Oj1+stFgvjtpeySkeqBokeMqlf7eBMNYmPHzYYDG63G2QsdWH0mkaY9UWviG62mA5QueXy83bL5/P5bDa7vLyMrwMBvnKQ6Z011Zsx1lTvQ4XSvNBzbGI0TphMJjQhp9NpuKwul8vlctntdnD9A9dVr9etVivQIGApADDL6XTa7XZKSlmt1lAoBCrCnZ2dhYUFg8HQ2dnpcDioTo6hliA/wkiQ9vZ2GuogTrf+jk+tug6l36rVaqFQyOfziLrFxSFRhA55kb6blK0uTORiB3tUIM8Se0NwnWKxCIY2ciUY7/kRQ4DvuCY/dmmqt1rE+FPh46Op9qMKTRljUHsaRqnwAQAw+6gbV6tVNGO0tLRo+bx4jIA3GAxAdO/t7eXzeeqvhJ5UKhUgQzD1jswmOzjl+6iWih6EIhGV/yw+JmNMrMM3etoQcU3YQfZFmc+NlYV53aTnz160l3gLKg0wo5CbPq4I8hwr85JJU73VQoaICmOMMYynLJfLNP4KxpkxhuZnsl1gCwbuDZ4t+c80hQfAOHwFIa5wRkiShF1Lc3/MZjNjDG8wGo1AZdaEuVZH0hASyparFIAq1QQRoT9IV3H0iMpDOqxw+u46566SOPiEBg8Sqh+n3tNtuHh7klAnN5lMNIFQEYZ11fhQRIlPv3n2NXn5pKneaqEdTNtUDCyhcoqigNYTAXa9Xt/e3s7lcnq9HvSgIO52Op1dXV1Op7Ner2OYXiKRwJgeg8GQy+W2trbi8Xi1WsVm9Xq9wLR0dnYqfGju2tra6upqLBaTJMnpdPr9fsr2EaAFLsZzGCt6RnZwyqqI+hK1mglmmQ6UOh9wDb0iD1k6CJtVJc/xfnIfnvGGRePMhF5dirfpfGmabtakc2gUSaBzELejVqsF6V8mk6lUKnq9Hg2P6XQaGphMJhlje3t7q6urS0tL6+vrRqPx9OnTfr+/Uqmk0+lYLLa0tLS4uIg4NpFILCwsLCwsJJNJi8XS3t7e2dkpSdLDhw/X1tbq9TqIxGdmZn73u99NT08D1N3V1YWGFpqzqygKRvA+R6gpcXQaKaGI+hLfRuuA7DreAKcd6QbGJ7orB2e2HurG4/7hsODFJ3kfKscb34gJwSiAg0edvhFrAjdHHCfyakrTequFzA42DaE+4R4DyDU1NeXxeEwmU0dHR3d398bGBghJ7HY7kmTb29vDw8ODg4Pt7e27u7upVAo6gLlZGN8DKhKfz9fd3d3W1oa252QyubS0NDs7+9///d9w4DHux+v1hsNhYGnIKtK+F8doHelJZWHqNYXHYhmZ/G0xZcUOzl0ShUJiiY9VxhUKhQLCkP39fXglZrMZzGpHOpUoEoE+k59Fk8bqnE25abpZU72fJApnWYOOMcawKev1+u7u7o0bN2q12k9/+tO+vr4TJ07UarW7d+9euXKFZm5HIpE333wTTMC5XK5YLEJJ1tfXy+VyNpvNZrO7u7utra1vv/32G2+84ff7dTpdJBLZ3NycnZ2dnp6+du0aIKilUokxdu7cuffeey8UCqEvhfGtzPiYAaWBTOZbhWwyaQVrwKKTeqvsMEXaot+Ot+Egg2VGcR61g62tLdT/9Hp9a2srTrSj3rCo0uI0ZYK+oncNKcymf95Ub7WQnmB/UHHI5XJFo1FFUfr6+hADt7W1tba2njlzxuVyra+vY26eJEkGgwEtZZ2dndh21WrVYDD4fL6TJ0/29vZub29ns1kU1U6dOtXT04OmCLfbPTo6ajQaY7HYxsYG9MRut7tcrpMnT0YiEbPZLOaEpYOzx9nRO58Vof0Dr9SfTJkgZs6YYMbFmJy0jvGGsHw+f/fu3bm5uVgstre3h2GD5XK5vb19cHCwo6MDODwC1ajidukgg6V0MNP2pGeReDngSD/9yydN9VYL1FsjTBRHtdbj8aBzq1QqlUqlWq3mdDpNJtOZM2cGBgY2Nzd3d3fz+bxWq7XZbB6Px+v1Ug0MiE6/33/+/PmLFy/G4/F8Pm+xWBwOh8fjQUjPGENhfGxsLJFIrK6uZrPZQqHQ19cXiUSMRqNOp0PLtLjpRZwW/fGM25pMNKkEeQSH2j0VNF31dUSWjKpeuVyGo5HNZicmJi5fvry6uqrRaCKRSD6fn52d7ezsfP311996661QKETElQR9Ew8U3Izom4inmCrZhksdCeHzEktTvdUicc4A1HXIZVUUBeYIDVJUOgLPgdfrtdlsAKsgqS62aiLnBKYhdGVYLBYEn8gA0bdgK9vt9mAwiGPF6XQCvkZZKxHyjesjjjj0WVSvHBroiklE1SuNeq5yExrfgHXDsywuLj548ODevXu5XO6NN97o7u7u6OhIp9NTU1OpVGpubi4YDIK5CZNJ4M+L1Sy6vuqRn/LzNX1ykqZ6qwUBHhQStpHoVtAghWQvijqMh75Go7Ex1SwJ+Scq81osFugqimFUH2JC9wW2O30v1YpVnjATLCd91/ewZAcFPnZLS4uiKCsrK/fu3Zubm9NoNK+99tqbb74ZCASSyWQ4HL58+fJnn322vLy8u7ur1+uh3k/CnB0p/dYUkqZ6Hy7oskS2HPYEABUi4lcE/AZjDEUg1uArMsYMBoPL5UKE2draKvFsvFg3IowKEnjiIYIKEFhKJSFnTqqOW8VHfgjqjUNqf38fiFGLxTI0NGS1Wnt6etxuN7B6brfb5XJZLBacYuLSUeDNGk6xphxVmuqtFmwy1FdlWUa2HCpULpeRo8Y7CXrFGCMmIILBiJknq9Xa3t6u0+lMJhOmXit84CZjDDSsdEzAR2Ac4IUaL0w93Rs7CNsW3YrvXXDze3t7QAe0tbVpNBqn0xkMBvV6PThVUR5D6xsOUNYwvJEJp54IiWnKs0tTvdUCxYOhxrbLZDJbW1uFQqFYLMJ0Y7ehBkO4SCZUg8V9ub+/v7+/39LS4nK5MpnMzMxMY7pbDCxpE0ucUwEMoWgOBYIdLoDVanW73UajETSDP5DdLwu8SP39/YFAoFAoMMZqtdqDBw9mZmYeP348Pz+P4QeY4A0uZMBUyD+ixUHoIbaLNOUZpanealE4oAUGWVGU7e3tqakpoM3xHrjB5XIZQSaKvSICnGDPYqGIMRaPx+PxOH0LZdTE1DExFkFDkGDDhBCko+lfnU5nZ2dnIBBoa2sDRv37WbKDgoMGKopKHnrOdnZ2wGlx+/btBw8euN3uaDQKOjocB7TySkOLC+NF9e/xuX6M0lRvtVCCh8K/xcXFzz//HFBHOOTQfFJvxhk88VnoJCkbmkxkPh+bmFUADmMcD0cFdmJ3w6Xg5YpwDiDbU6mU0Wjs7u4eHR21WCw2m+17W7KDgpvH05El1+v1yEH09PQUCgXg9nO5XDKZ3NnZcblcNpsNdUS6Ds4IPHXTbj+fNNX7EFE45hH2ZGdnZ3p6OhgMdnR0QDMBikIbGfWBMaErg1rNJD6DXuK4rjpvICfsJ6k3YwxZNNF6o48FpgxQbaPRWCwWwWEqSZLH4/lBzdaj7EOdM7cjKYCJJchoGI3G1dXVjY2NeDy+trYmyzIAqlhSMdGI+EgSYMLf9/P9mKSp3moRc+YilisUCr355psmkwlZLmrAxhtUziTUG545QTWpskW5d4KRkHfKhJZp1tBQQTD4nZ0dg8EQi8VIH3446g0BOqBYLJZKJXSPmEwmTDgJBALj4+Off/75b3/7W9DCUgYOrIxU5yOHXOEY4eYUwSNJc7HUospySbxjwePx9Pb22mw2jMtDRZqgWiLQijGmqmYxxpAAV0XjdS5MGEggVrwIPwfdhpXW6/V2u31xcRHgOfnozd7HKgofclKv1zEMsFKpOByOoaEhQHQYY7Is3717t1wuZzKZZDJZKBTEJCUtCy0pJdW/74f7kUlTvdWCahNF4LCWRqPRbDbbbDbgzLALqRKuEYYQiTZZFDiZtSfMA6djgt6JF/f393GUEHwFkT+wNJgKhKaXH45649QD+8Xc3Nzk5OTm5mYgEHC5XG63G+w0YGgUPRdyfMTVE6uMP5wH/BFJU73VIglwbtpzNLlKdJUJhsE4EpM+S3aG4KLiB0VlZoIHTo4o9VTToSDmk+k9P0CfnAnPXqvV0BCK2Wx9fX2FQkGj0ezv7+fzeYTcDoejvb3d4XDgCCNEPYFbSNubmfPnkKZ6HyLYUqSZ+AM8LQgjyWmX+awMpMSRHCLuThowIAltT3idEmz0pZLADwM2dUzYJYAN47l0NFeVSqVCoYA0HhMmeHzvgjwi7rmjo2NnZ+fmzZvz8/N/+tOfpqamWlpaqtVqqVRaW1vTarWBQGBgYAD9sHhSJiB2EOOIYMFmau1I8qqo97NvfbKlItdHXSAGZEL2S1GUvb09ej/2HyBZGmEWApkduqYkSXVOz8YaMnMETSWPgAjY4EfgjCDCM7J17Altko0iZqGfsjhiDv9b3y8+LHKTXq+3v7///PnzgKNub2/TGDav1xsIBE6ePOn3+8XGb1UWQxaIsZgQh0t8boz4i4hr2BT26qj3kUThfcv4X0mSCChG/YZIBSmKAqoGpIXheSJXjB4JGhWETSniq2HwVYRBFO2juI2eSjAu7u/vi8SDOIaosKx6hG/d6ArnSH+WBRGN51POAjwpbkyj0ZhMJmKMmp+fn5ubW19fT6fTJpOpra2tp6dnYGAgFAphdhpVFulq1HXPhM4ZETKE+gXVICSBfK6p5JCmejPWMB6YMuEitgxCLJ9kW8jb3N3dzeVyLS0tTqcTWFQmGDrop3hl2qNkyclIptNpjCtoaWmxWCwmkwkKANQaZpIYjUaj0SgJdIXi44j2vPFJj+TGE5aOcDh0KVUlj75U4dSlkiSZTKZwOGwymdxu987OTiaTAT7X7/cHg0Gr1Qpn/lDXQ/RuGu8HpGtYZyaQUogL8orreVO91SL6yaJ6428AyEQX1Gw2l8vl7e3tWCy2srLi9XpdLhcwbUzIlpVKpXw+j68gGwVjDtUV61vJZHJqaqq1tdXr9aIRBTmqbDZbqVRaW1vxvfhqSvId04IovMGmJswwEf/1UHWqCZNM3G632+3u7e0FaTRAbDqdDkUyMUPZKKr0BJlx9M+Xy2WaJU5nBB0umiaV4vd9Az84UW3Q+kGSYInXrqDkpVIpHo8vLi7evXt3fX29UChYrdYbN26Ew2Ggwb1eb61WKxaLk5OTd+/epUQRY2xvb89isfT19XV2dra3twOLtr6+/vjx46WlpaWlJZvNBtYnv9/f3d0dCASMRiMCBMT8MOaNRbgjPSbk6QeEIohoTlV63nhxEYePgwzUFBLHAqi8jCe5GxBZoJFkAuMqRSh0mD7fmrx80lTvQ4QCPNrQhA+lbQqTm8/nHz16dOXKlU8//XRjY8NisUiSVKvVTp069cEHH7S0tASDwUqlksvlbt68+dFHH1GTGUyx2+1+++23L1y44Ha7W1paCoXC9PT0xx9/jNmXqGxjKqherw+FQiaTCbcHRx2l4/ph7GhHElG7VHou+tukVBRji664whlaKMFG9eq60Oap5dOCabCphlMvP+UO6enI8ZE4ZBX4f9UsBIIAvuLSVO8nChkolX8oc1qydDq9tLQ0MTGxtLQ0Njb2k5/8JBQKpVKp+/fvK4oyMTFhs9mGhobAcF4sFi0WSzQajUQijLFarZbNZltaWrq7u9vb200mUyaTefjw4fT0dCKRCAQC7777bqVSKRaLW1tbjx49whBCgEOY0AgNe36s9gqpPnSkivlzifNMimslc9oZgtmSrRbJ0nBE0nH59Iyd6vrIyRPXlSr2pl+HvfKBN2uq96GiHBw3qXIIIejZWl5evn//fjab/fu///vXX399cHBwcXFRp9NNT0/Pzs5Go9FqtZrJZGKxWKlUstls586de+utt8DfADITg8HgdDrBjnr//v25ufaMX7UAACAASURBVLlsNnv69Olf/OIX2Ww2Ho9/+eWXU1NTDx8+BLeJx+OBbsNGQetEeOyzP+ahIfShaob+GVFLGyNwdpiHLwnUUcTBJgJvxcPiWX4XQvtQt0mNC6C+quu/4tJU70NEEZLnEke20Pho7NRisbi2tra+vm6xWNra2oaGhsLhsCzLbrf70qVLwWBwcXGxr69Pr9fn8/n19XWdTtfZ2enz+Ww22+7urqIobW1t6HaGvxqPx+/evVssFk+ePDk8PIwubp/PNz8/PzU1FYvF7ty5E4lEenp6mAD8gDk9Vki2oij5fD6ZTG5vb+v1eqKgE5dIFZkzwZKrEm9UXaPWEVVWTPXt4imAj2AySTabZYyhAImvEEOD41iHH6M01VsttMMIUKFwBCiBW5DZwsAwo9Ho9XrtdruiKIlEolareb1e0Il1dnZqtdp8Ph+Px0GoVKvVwP2yt7dnMBjsdjvC6WKxuL29PTc319bWFo1G+/r6Wltb0ZXh9/stFksymaxUKjgXxDzf01NiTxJRBxrTWqprIo7Y399fW1tDCVDFXSFzJgbxU5ToYsJxKZpcNNWJCs+eQb0J/Lu7uwu3nGYhs4O5g2bszZrq3SjKQfYfepEJqVr8nc/n0+l0rVZLJpOff/65RqPB/+r1+u7u7uHhYafTKUlSuVxOpVKbm5uoZl+7di2fzyuKgvFD4+PjLperWCyC5ECr1QaDQafTqXDsqtlsbmtr29jYQLuYeEtQs729PeJUPY4F2d/fX15e3t/f1+l08Xi8WCwiQci4DpP7oByWPGcHIWUyx/NDV2k9xXUWRZX4YIwB9ru6urq1tZXP54keA/eAK9c5384r3kD6Sj/8oUJpKuWwERmUpIXe5vN5OOrozczlcqVSCcA1r9frdDrBtQIDGI/HwZcGA4hGC4vF0t3dDc6Ger3e0tLS2toKOw+raDabPR5PMpkEFZRozeqcIBl39d3JmA4NnoGBxzOi0wvTFNjBRKOqr0v0DlSZP9GZx4OLN6C6pca8Jr4It4GDRhFoVWt8APAxhSo/Lmmq9+Gi8IkZGj7dWj4M/lkulxOJhNlsHh8fR+FqbW3t1q1bc3NzGxsb77zzzi9/+UtZlr1eb6lU0uv177zzzujo6Pb29urq6uTk5OzsrNVqzeVyAwMDRqPR6XQCfQ2lBfYDfIlmsxmtI+QVA7hKeePjE6PRODAwYLFYzp8/397eDjpHEanGBPyPqI1i+CCGNuSlo4BfO2zQCokqgUd4tVqthhms5LHjNyK6aHbERONLKU31PkTQv10TxuISoEW0DFRzNpvNkUgE3rjf79/b23v48OGDBw9CodDu7q7FYhkcHHS5XIVC4fz58yMjIzs7O263e2tr6/Hjx48ePZIkKRAIUHKo0cuVBJ5QaIvKN36OCPwpsbdKdDqdx+NBKNHR0XFoI6oioFBVdy6+QeUEgdEFx9azp9YQyKyvr1utVup1V/1SzcAb0lRvtWg4ERprKNsg0JUkCekctIh0dnb29PSMjY0hTw6omdlsjsfj9Xo9l8t5vd6uri5YGLfbbbVaDQYDWA2sVuv169dnZ2fPnDlTKBTS6XQul4NBRkS6v7+fzWZ3dnbQhYZjBVhrXJCmcB4rTqvOOeEAI220iiqfnGwyxdv0unKQ7kIcz8C+Tb3xccDUQImF6FrMnCtCtzwqC8e3LD98aaq3WsR4m+Br4mZl3IYD+G2xWDweD/i6kSgyGAzT09MaPsmoUCjs7+9jLgf8bfQ2+/1+l8tVKpXS6TS8TeBMMedAw5n90+n0+vr6/v6+xWIhWhgmkP6zBrTZC7RditBYJgnzd2k1yJ0hNWM8l4YTgc4CsSQmtuXQk+JtlIqnMwJdejQugphnxcYe1T03rTekqd6HiyzMJ0FbErDi6OJC+GcwGGw2G4wJlA07mGo/eAWs/adOnRodHW1tbYVu73OB8hAGC5UnGHDoUiqVWlxcdLvd6CQhCjcmcBXhnpUnN2Y0SqMHe2jR+NA0FRUXkM9DWoHGsIm3RMAyRVEaZ24jj0DJMNwP9XiCsoIxhiEN4K5AHRHLS0k+nAgE9aEzpRl7N9VbLdA9Mkcq35I2IggJPB7P0tLS/Pz84OAg9HxnZ2dtbW15ednhcGCMFubdlsvlWCw2ODgYDocVRdnZ2bl///7Kyorb7Y5EIh6Pp1qtDg0NybJ8+/ZtxphOp4Pl39ra0ul0mD3c2tqqcnRxz0/BcohqfOjbxETUoRpOroEkEDyKLW5U4gbmRFwxMX9Bf4urKmJR6PoUjcucuIIdRikhVuNoTZjgfzWlqd5qgTnSaDRGo5ESvIgPq9Uqujgw4jccDicSia+++grTqjHV4NGjR9evX6/X64FAIBQKtba2MsaSyeTy8nKtVnv33XfHx8dlWd7c3Pzyyy83NzdHRkbOnj0bDoetVutbb711+/btzz77LJlM6nS6ZDK5vr6eSCR8Pt/g4ODJkyd9Ph86Q6kKRYm3Y7VUogpRmxpsLBaK1Bvcj+TDF4vFarWKGUOq8QyQxuRloVDApGStVmswGBhjpVJJkiT8HE2DfCRpqrda4IGr+sOIdYSavcE01NPTc/r06ZWVlcePH6+vryuKkkwm8/l8OBw+ffp0f3+/3W7v6uo6e/bs/Px8LBZbXV2Fp1osFmu1WjgcHh4e7uvrs1qtGo1mZGSkVCqlUqlsNnvlyhXU1c1mc29vb09PT0dHh8lkIgY4FZTlKQb8u4vMpwKiiR2VfzEgRzEfS0eMNBStiAG8CGiloEac/YLzFGsOB+oVT499F2mqt1pgq8X6iizLQEqBApl03uVyDQwMyLJ869atL774AsBym83mcrkGBwcvXboUCARsNtvw8LDD4bh58+adO3cSicT8/DwQqb29vaOjoydOnOjq6jIajTqdbmBgAOSBMzMzly9fNplMdrvd6/UODAyg3xscBkiq47ghprdjFWgmYC3oUaPEIWMMVnpzc9Plcnk8HiYQuaIRhejZxZKeGO8ARo5gHotPPGoI2mvCwKbjftiXSZrqfYhQcggpNAC2UIsi7j5kdO12e09Pj16vt1gsNIbearVGIhG/3w/wmdVq7ejoUBSlra1td3c3k8mUy2W9Xt/R0REOh8PhsMViQZzpcDj6+/tNJlNPT08sFpMkCY0o6EVBHgumT+RUpEL0kVJrzy7k/6OeR4RzhUJhe3t7eXl5YWEBpwxuoK+vLxKJOBwOq9WKiGZnZ2djY2N1dTWTySB5Ua/XOzs7R0ZGzGYzchYtLS3JZDKZTALMJ3PuB4wl83g8UPsX/nQvtzTVWy1ikalcLheLxXw+j4AQ9SpSb0mSTCaT1WoNBoPj4+OMMSS0IdjZ1WrVaDTCpI+OjkIb4eLabDa4A6hjS5JksVhwXiBdj5HDDofDbrdLAtwFSSZS70aQyQsXHCgmkwmTwChIXltb+/zzzz/66COTyeT3+zEz7De/+c3Pf/5zRByMsUqlsrm5efv27T/+8Y+rq6tarRbDSd555x2TyQS6NfS6zs7O3r59++uvv7537x5jTKvVAhH04Ycf2mw2jAFvVryOJE31PlzgPQIUZTQaMW+MWk0YYwgmFUWB54kwuFQqwRARlJU8T8Sl+BQNFSqXy9iyFJeWy2XUmZCvAnID8TapscJH6iJxxY65AlSv13HGoeiFvJqiKGtra9euXYvH4+FwuKurKxqNLi8vz8/Pb25ufvTRR7/+9a89Ho8kSVtbW5OTk/fv39fpdNFotLu7u1AozM3NlcvlTz755MKFC2+//Xa1Wt3a2kKMoyjK0NBQe3t7S0vL4uJiMpn86quvdnd3z507h8zi8T3pyydN9T5cCMKBjmKod51zAyqCEMgMagAuESZwQsAUgykZF4d6w+FHPonUG9g1TDIDQgangyyQECm84bxYLNKLx7cUCueBRFYMw9Lq9fra2trExES1Wo1EImfPnn399dfn5+c9Hs9nn3125cqVaDR65syZSqUSi8UAwu/o6BgZGbl48WI2m7VarQ8ePPj0008dDsf777+fz+c3Nzfv3bt35cqV1157bXx8/OTJk0aj8ZNPPrl79+7Vq1d3d3c7OjqcTmcz9j6SNNVbLYTZIFNJf9Q5rSJehBFDTAibbLFY8DfGjOB0AFKtXq/n83koM+E3VKV1SZIQi6KPSsMHklQqFZhxmdOzwj9Hdg0uxvEtCPwXs9mMkBv3tr+/D5KpUCh05syZaDTq9Xo1Go3FYllcXNzY2AD4B8H5+vp6rVY7efLkmTNnPB6PyWQ6ffp0Pp+fmZlJJBJTU1PlcjmdTiuKEgqFxsfH33rrLa/XW6lUBgYG0un07du3E4lEPp9H6uH4nvTlk6Z6q0URuiNEyIfCMZKielM5BypK3cVAXBEEVavVolcUCg+Vxh/IGJNRMhgMRqMRKT0mkDoyXi7G2yQ+aRSDithxshcAVGc0Gkm9ZVkGBCCXy+l0unA47PF4jEZja2urJEkejwe4+nq9nkwmY7HY9va2yWSKRqNjY2O1Ws1isVit1oWFhVqttr29PT8/D2Tu/v6+z+eLRqNIZGSz2Z6enng8/s0336RSKUQiTfU+kjTVWy0yn09COWpsbpSCGrcXEXeLfiMqZCJag8rpKpQ4MmRUHKauSdhqSeD6ZUJLM+wY1ZnJxTgmoXQaFgQuQ1tb28jISK1W+7//+7+BgQHE3o8fP56ZmQE3u8lkKpfLhULB4XCgl8ZoNNbrdYDGDQYD8S5sbm5OT0/n83mKQeD/u91uQIOoqNZU7yNJU73VAo2q80k3hLgslUrJZBJNY6L1RtLbYDDAGosALwJsy7KMgjaGELKGSWZ0NUKqk9oDBIrmJ6qBJZPJXC5XLpeNRuNxL4gYnjB+/BkMBpfLFYlE5ubmJiYmdnd3K5XKw4cP79+/X61WMSZZp9MBV2+z2dxuN2atMO6GIJ0BpQWu3mg0ut1uwFeRTWxtbfX5fE6nE/mLv02R/2WSpnqrReHA8hofAAw2pbm5Oa1WCwpemBEYVWxE+rsujD2o8eGeFFqTeynz8WOMMWIdE7uX63weCL0fJTTGWEtLSzqdfvDgAaBv6LvA1x3TmhBlAuN9IAgi0B6TzWY3Njbm5uYSiUS5XLZYLG63GwUw9MxSBAGnA08HpgpZlrPZ7N7enkajsVqtNOBFlmV8ymazgfEim81mMhmPx9Osfj+7NNX7iUI5aoAr6vV6IpGQBDJgFMDEahn1OcJAiS0WeAXYGMaHkyG0RhxLKHfG1Ykd5CdjjEG9jUYjOJ4QNZAZFBNsT7Jyz2H9xMCB/AscK8iHeTweNM94vV6wvoJAcmdnB5EL9V0rvD+EcS8AaXn4OFQOxKFAa4uYf29vb29vD4cL3Yz4OOKxeNRnpCd9vg/+YKWp3mohh5zqT6FQ6Be/+AUN2aItpRHGaxDWhf6XtIKiVrF2LQm8IopA3qi6DhMoR0k38Dafz2cymbxebzAYRDRBEfJzPPKTPkhFATqJFEUpFoupVOrx48f37993uVy/+MUvent7u7u7wS355z//+c6dOwsLC3q9PpPJMN4ERucUiv/obxe1HePQYbfh6WQymVQqhTlqNB0Vt0EwVXKOmMDZyI6uqy+fbrOmejcK6SRtGq/X29LSAuyaqL1/m/uh71IEgBogogClW61WIlF5yl01/pOoBk/6LJ1T4okDLqRYLJZOp3t6es6dO9fd3e33+4G0u3fvXrFYBEskY0yn0+Xz+UwmA8wfbDKxMmo0GofD0dra6nQ6kWmHhuMozOVyqVQKZ0RLSwvZdtyG+FvQzYunbVOa6q0W4MwQCcuyjGZGs9mM3JjYSfY3vjGx/E51OGTOif/gmL6aoDXwvYvF4srKyu7ursPhCAaD3d3dTqcTiwZQuiRJ2Ww2mUz6fD6z2ZxKpdBtBg8cVe5MJlMsFk0mU1dXlyzL5XJ5bm5ueXkZuHR4RnATdnZ2cJZZLBatVlutVmUuTTV+ujTVWy0wU1TNkvgcLwqqiXLkuMtRT79DJgTS5OIek1C0gpXR6/VmsxmZglwut7S0hNGoSCJks9larYbSoNfrxdjjVCo1Pz/f1tZms9my2eza2lomkzGbzciNo/6/tbUVi8Xi8fjc3JzRaNzf319aWorH44qiWK1Wu90OOioEMqLgJhtfaUpTvdVCqSCqUeMP4vqRhKJX/W84aFblgoqJrmq1enzwNUmSgL2jL3I4HH19fWtra3t7ezMzM5988snQ0NDQ0FAmk9nZ2QEznNPpjEQinZ2dqVTKarVub29/8803tVqtu7u7XC4vLCxks1mv14u6Fwr4S0tLy8vLKysrf/3rXx0OB2NsdnZ2ZWXFZrOFw2GXy4XSGhUjmtb7W6Wp3mqRODCLCclYRZhtIPOxmARiO75NJj2BEU0RhhwSEv6Y7gEpPXIQEKG43e7u7u5Tp07t7OwsLCzkcjmMN89ms/l8vqOjo7e3t7+/H+Xu8fFxvV6/vb19/fr1+fn5Wq2WTCY1Gs2JEyf6+vqArkeHLJpGb926BZ6WdDrNGOvv7x8dHXW5XOgeV1lp0YdqWm+VNNX7EBFNNHGJYBvJfLAB43la8ZUXK41prcadjXdSrf44bkNRFJCxSJyYRVEUs9nc19fHGLtx48a1a9eWl5eR35Ykqa+vb3R0dGRkZHBwUKPRmEym9957z+Fw/PWvf/3mm28Qgbe0tJw9e/aNN94YGhqCn280Gjs7O+Px+MzMzPT0NEayOByO3t7e06dPnzhxAkySh96easUaz8RXVprqrRbSHBhnUmzGNZk2mSyMsD/Wm2FCRoDyAqKeH6vVQqUK80BozplGo3G5XH19fbIs22w2IOqxYqCOCoVCqPMzxjA71WQyra6u7u7uyrKMUedDQ0NtbW0S54qIRCKSJIXD4Y2NDVC7BwKBSCQSjUZ9Ph+12dAvQhEK/RBN662SpnofLqJbrtJtcSpdXWDwPb7baIwRmFCfl/gY02O6B2imxWIBSTPQptBqs9ns8/nGx8cB8kN6vK2tDSMQ9/f30SXe1tYWCARGRkbS6fTW1hZjzGq1Op1OEL8qHNvf3d0NGtlyuby0tJTNZjs6OjweDxx14FsBPletTKN/3rTekKZ6P1FUnh6564B20CY7VnOhNGBgJCFj3/jHcQhoKorFosKxJagdyAIzMf4GLByxNPCn0EwkMvR6vd1uR7kRXbSlUgkNKox3ywA/o9Vq29vbXS5Xa2ur0WhEfoE9oZotanhj5PKKW/KmeqtF3BbywYFVFOKSLZU42vyY7kQ5SLTOBJZCRaiNHauxQhcN6ltUZqd/RZkKTSbU3E43ieIZoLj1eh0YcnwcEDeDwUCuB7khWq3W7XYzjgsERo1w++xgMKKy3uJ594rrNmuqd6OIO0NUcnbQUIgqfUzlMfGgEX0Eyuqzv4l1kmXZaDSCDo0xlslkFEXRc0EbHNo8Fd5zQqNdQD5JWFTGrTT6PaHbGJ9GaALM9MU5giEktAIIRjRcnlKzaKo3pKneh4jK05MO4sNVkd7xxd6qg0YW+JhEDW9884sVpNYwsk9RFITTJpMJZpb6YcihQLoLjC6VSkWr1cKGK0J6H4lxtHwTHB0rjHMB2k40ddQhq1JvlYaLNryp4ayp3o0iCTVkMtpitpY2DXTsWNNaTJgcdui3qJzSY70N9KsBcEKT1XQ6HSrSlOSDehuNRgTejIP/6H8ZY/Q3cLXUTgfFRtctjhWqdZO5JjMuuuuqWz3WZMSPSJrqrRapYUIV9orYgSjuqr9BJaZxvx5qsr77ZRWBiEo81Pb29gqFQiqVgosO6BiwLsiTwcwqQqs8umXpfxljRD7FOGM0alqUvywWi+VyGVQQeJt4S/TOvb09MM/X+JBmVbqRHu35luVlkldFvb+7BkqcI/WFXO05vv1JLz7pZr71JhVFEbkoEGiUy2UYT3jdeNvGxkYsFisUCn6/H8BvxNUIrWn6F7xxfLXBYNBqtTDIlEUn9YZNphBD4q311OnNGhSV7DZo0qenp1OpFKw9on1ViuT51/olkldCvb+jNj5di/4G8pSv/i53RVxR5IBATzCpl3LdJpMJvKharTaTyWD2CAYJAoJuMpngOaMwBiWk3BjeBoVHaI2GMEL7NXolSkNRQBEobkqlUjab3draAgsdfASxr/47LsvLJK+EejelUahxWhGgMownFBhjWq0WqJVcLlepVJLJpN1uN5vN8KsVjs8Vi2ToDCF/HuQqaKdFwQynCdLmBDjTCHM/v1W9wWkDgieXy+Xz+eh1hBLgpZUEeN+rLE31fhVFrBszzi0lVgGheKBDRXdnOp2Gisqcm5mCakngaYdug4WKSuJQSLgGeJ1xFxoGWaXekMYoWvTn8WIwGCSnHeVx3KHqzHplpaner7SQT84YQ9ALDBkRV7S2tppMpvb2dgqqRQAZZRwl3h5P/raKLGl/fx88DS1cyE34VlAQqbfY3oPvQhofguOGXJKm9WZN9X41RUxHi6GvzOefEQk0mkmYoLF1PiaNjgayxsCrKgJpFHJp+XweY4YYY36/32azeTwevFN1Y08qASq8ok6QQZxElJBT8WeJCbljWsMfhTTV+1UU0kCVCUXGC/4zJdXFrBtBcdlBqyvWpahgBlNfKBSWlpamp6dv3boly/KpU6fq9brdbscXsYYqIzss6qZ/JTJ5KDMV5HDzyLSxpvXm0lTvV1GUg3SRitBqCl+aivyEJyWDLAL42EEGOPwXpwCug38qFAqJROLRo0darTYYDBaLxToft6JCnj1JIUnJYb1pCBxBBiVJoooagvCmerOmer+ygt2PrLUiIFgo6wZPGO1xovdL6g2fnLSa/oC+IYMNj50xVi6Xt7a2wKMohseMY9oaVbHRhqPhHPk52Gq6W0rjV7kw3pHyKktTvV9RUdWHlYZOcpV9pgqWmFTD+0U4Kl2QGrnxQVmWcVioamlkip9FvZFRI6eD/hYdeBWI/UUv249Mmur9/9q7kuY2rqv7GkMPQGMGSBDgbImSaA2WJcVKxValXHEqO+/yc/Jbsssyi1SycFxOUlY5kspSLGqySFEUB4EECBDE1AOm/hYnfb/HBiVSDmmaxjsLFQigB7Z43r3vDucOKTyM8ji68Kt5n5nXlsQ3KbPl56Yv8JtzqjmVZRk1qn535iEtLo5bOXcYevv9fpKLpAtRsABHIX6Oqxzn8zsdEI9gGEE+LbGU7e0zZQO197wDz2vUSPvpQ0nuGECko/mP+FYQmHH6yHOTg/TGabHK0LpAGW/cic/nw77guFt9TgUEvYcUfH0I0dsTrCZ686E12mkzl9ueMDVt3UFsRLZ5p51cA/LqD0lvSsJhI4C5i3D7aV/g40aaHd9ch9MCQe9hhMTlutjesWqOm9/muy/5bBPjxGH5OBzPc8mteyNbSq4yLk1Fb0T1Q+696VPQmHHLBA9+EuvxPsqfNgS9hxHEFtg38ISv5eR7MCmgxRttCrORuz7IcKwC5CpLXDCPKmTYfrnufW/V86bk5sDZ3jkTOBs1nx3rY/zpY9h//6EFEYNxxpzI6UlWwfXlOUbOsGdvzFxPnipMMFfQMAzGWDAY5KXpyFF/C6S9EX7GjXaQ9oYG+aMQxtvXKRgqCHoPKXh6A3yiy7efoAVeewJy/Pv05b47OAUpaLSFSpziCtsbh5PeLF38dnrzF+W/Juw2IJ6CwBEDHaOMMTR++ny+SCQSjUbRWNJsNmnEL3Wbn+wN/4wx1IEHgeMABd6orFXTNMxRhgJMu93mI3knfb8/ZwjrLXDEgHoxCZ77/X6+koztTbwJ032sENZb4IgBkXPGxbfwDmmzDHmy6seEeNACRwwkw/iyVsuyDMNA+6eqqphewFzv/WTv9ucN4ZwLHDFQUl6r1TqdTjgcxsQCGk4GX73RaDQajVarpet6PB4XrV3HBEFvgSMG+kBfvXpVKBQmJyej0aiiKIlEAsJJ/X6/VqttbGxAv2VmZoamjgkcOQS9BY4Y/X7ftu2XL18uLCy8fv06kUgwxsrlMrLfL1++bLVasiy3223DMFRVvXjx4knf8s8Wgt4CRwzbtmu12vLy8t27dxVF0TQtHo83Go1SqWQYxp07d/x+v2EYuq5nMpmZmRkhaXp8EPQWOGL4fD5ZltPpdCqVWl9ff/nyZTgc7nQ6u7u7tm2vra31+33Lsi5cuDA7Ozs6OioC6ccHQW+BI4aiKPF4/P333280GuVy+enTpzSQ3HEc0zQZYz6fL5/Pf/bZZ+fOnRMb7+ODWDgFjhgg8+jo6Llz57LZbDgcxm6c5BMDgUAikcjlctPT06lUSlS2HB8EvQWOGJg0lkwm33vvvYmJiXQ6zY/+ZYyFQqFsNjs2NpbJZMLhsKD38UHQW+AA8AJM/Mxd6vSCdgKJEDNXFC0Wi01PT585c0bXdcZN8E2n09evXz979ixmldDemy5ETakkukLXdd4RJ/XQfiIQ9BY4FJyBuULUjwnu8fpHkEzUdX1qaurMmTORSIRx/ZuZTOajjz46d+4cya3wfZ18zznJSPBqqoLbh4egt8DB8MihStz8A8uyqtVqo9Fot9to8Oz3+51OxzCMdrs9Ojo6Nzc3Pj6eSCRwVCwWy2azeAcip4ZhQHSRVg2cwbZtNKKgDA6aEEI+7Z0g6C1wAEhZyaOdgBdo4QaZHXfaSa/XwwDwTCZz5syZ8fHxeDwOg5xKpcbGxnK5HN7pdDqWZZEWMl0FXSiQYYSWk2VZlmUJm/xOEIkxgYMBUpEECqwr6KrrOlxxVVUhSAxVcxpFkkqlMplMMpnc2dkJh8Pvv//+3NxcLBaTZRl6aXDCaW9Po8JoirCqqoFAgDbwJ/gcTh0EvQUOAL8ZpmEjGAMUCAQ0TcMIUeYKFdP4IcaYz+dLJBJjY2Ojo6Pr6+uRSGRubm52dhaLAgJysixDsxWrAzpPsDpQ67gsy6FQiKRdBQ4JQW+BgwGGI3hG07ygpkTxMGTJSQAAIABJREFUNuaqtWHCAcLpiqKEQqG5ubnXr18vLi5qmpbNZlOplN/vb7fb7XY7EAjA1FPQjnHSbjROGM2kwjN/Vwh6CxwMnleUEmMuD/lwl+QOJATtsRCMj4+fPXs2l8tpmpbP50FvmGISMKYRhXgfl4AZ9+iun8Dvf2oh6C3wDnAGRvxK7iwh5iaoMWAgEAggwGaapqqq4+Pj165d03V9bm5uZGQEwz2xx4bDT2E5uN+kjg55NkmSNE0D+U/0AZwyCHoLHAwSV2HcVpxA8w/4hBl4a9u2JEm6ro+Pj1+/fj0cDufzeV3XwWHE6mhjz7jsOum90FgFfvyowCEh6C1wMMA0bKdhtMFMqjBDYCwYDKKRu91uK4oSDAZDoZCqqo7jQCwVAXDaS9MIcQTPcC0YcMqQYYwRbDgF1U/uSZwyCHoLHACyz6A3uc2tVmtnZ6fRaJimCXc9k8lkMhnwn+yzJEmNRqNWq0GeaWdnR9O0cDgcCoVCoRDjqtCazWaj0ajX661WKxAIqKoajUZDoRCm+UKM8aQfximDoLfAocAHw2E/d3Z2Hj16tLKysrGxAdrPz89fvHhxdHQ0lUoZhmHbdigU6nQ6Kysri4uLz58/r9VqwWBwenr6ypUrExMTkUgEY4kcx+l0Omtra0tLS+vr68Visd/v67p+4cKFs2fPTk5Oou1MOOfvCkFvgQNAsTTJnT2GRu7Hjx/fvXu3VCo1m0246K1Wa2Nj49q1a5cuXcI3q9VqsVj897///f3331erVWzFUeVWr9cDgUAsFlNVdWtrq1AoPHjwYGFhwbZt27YtywoEAq1Wq9lsIjJHkbyTfh6nCYLeAgeg3++j2FvXdUVRHMfZ3t6+d+/evXv3vv3222AwODY21uv1DMO4e/fuzs5OvV7XdX1iYiIaja6trT148OCLL75YXV2dmpoKh8Ptdnt1dfXZs2flchktZaqqrq6ufv3113fu3Hn06BFSaJZl7e7ulkqlSqWSy+USiQQqYU76YZwyCHoL7ANPAQk22/1+v91uS5K0vb19//79ly9fKooyOzv7wQcfIEh++/bttbW1crlcKBQymUwoFHrx4sXTp08ZY7Ozsx9++OHIyEi3211cXPzmm28WFxfv3LnjOE4mk9nY2Lhz506j0cjn85cvX75w4UKr1drc3Lxz587a2try8nImk5mdnZVlGSk0urHBAYMCPAS9Bd4Ixx27qWma4ziGYViWFQwGS6XS/fv3TdO8cuXKrVu3Pv3001AohNzY4uJit9uFamIoFHr27Nn3338/NTV18eLFX/3qVxMTE5IkffnllwsLC+vr61999VU0Gr127VqhULh3796HH3748ccf//rXv7569Wq3211aWlpeXl5cXHzx4kU2m83lctiBO3vHgwpuvwWC3sOOQXoM1n7CZiIM5vf7Q6FQMpmsVCoIibdaLSTG4MMHg8FwOIwer2KxWCwW5+fn8/l8Op1Gl1g6nc7lcsVisdfrNZvNcrlsWZYsy2fPnv3kk0+mpqaQS4vH45OTk7VazTCMSqWCJhbE8Jmw24eDoLfAAUDXJ2NM0zRkp+Px+PT0dKfT2d7eXl1dXVtbCwQCpmlubW1ZlqUoSjKZDAQClmWVy+VKpaKqajKZVBQFbNR1fXJykjGG6HqxWOx0OvF4fH5+/uOPP6YRZYixNxoNqKzyQwgFDglBb4EDIEkSmroMwzAMQ5blaDR648aNbrf79ddf379/37IsxphlWSsrK8FgMJPJTE9PB4PBcrkMoiqKoihKr9fDZG9ZlkdHRw3DKJfL3W63UqnU6/W2CzSi4ahYLKZpWqFQiEQiuMpgz/ngj8KkEwS9BQ4AisO73W6tVmu32+FwOBKJXL16tVAo/OUvf1ldXV1ZWUFvtizLkUgknU5PTEzs7u6CtH6/X1VVWZa73a5t2+gAHRkZqdfrmCuI2hhUp5umGQ6H0QoOeiuKsr29rWkaaTkM/svf6ok8op8sBL0FDgCmDvT7/VAopOt6MBh88eLFV199tbCwMDY2duXKlfn5ebR2PXz48MmTJ+vr60+ePMEokm636/f7o9EoMluqqlJ5uWVZOzs7mUxG07RgMMjc+QcoWafIWSAQiEajkUgE/eFUuDZIbw+3BdWZoLfAgUBJmeM44XAYZrxUKv3zn/+sVCqTk5PXr1//5JNPEFrv9XrPnj17/fr1w4cPx8bGoLXi8/k0TdN1nWjMGIMGU71eR3VaMBiEWCKKYYi0KE2PRCLRaJT6T+iuTuJhnDIIegscAJ/PB6Fyn8/XbDYLhcLq6mqn08lms7/4xS8uX748Pj7e7/dN07x06ZJlWYVC4a9//evnn38+PT2tKEq3263X67u7u7Iso/cTE0JR/ZLJZPL5vKIo9Xq92WyapqkoCrb69Xp9eXl5ZWVFluVUKoXIHJFfGOfDQMQhBQ4AZBXgNtu2vb29XalUsAmfnp6emJhIJBLo/ZiYmLhy5Uqn03n06JFhGHg/GAxWKpXNzU14+GD7xsZGo9GIRCLJZBL+eafTqdVqW1tbrVYL9TP1en11dbVQKIRCoUwmgxbxtwM3LISQCYLeAgcAzSSIgauqms1m4/G4YRhbW1svX74sFArNZlOSpFgstru7+/DhQ0mSzp8/PzY2lkwmz549OzExsbq6+p///KdWq4GBrVZrfX0d1hs6bdFodHx8vFAo/P3vf3/9+rXf7zdNs1qt7uzs2LY9MjKSzWb9fj+60KjJnJdbHxRyEfRmwjkXOAwgtwQbnkwmR0ZGYrGYaZpLS0vwmROJRDgcXllZefr0aSqVmp2dzWazkUjk3LlzlUplfX39u+++m52d7fV67XZ7Y2OjUqmkUqnJyclMJuP3+0dGRubn5+v1+u3bt1OpVDQa3draWlxcrNVqiqLkcrl8Pg+P3dNVQqzmySyITRD0FjgYNF2AMRYOh6empj755JNHjx49fvz41atX9+/fTyQSsVjs4cOHy8vLs7OzN27cSKfTgUDg/PnzhmG8evXqu+++cxwnnU73er1iscgYe++9927duoUatTNnzvzmN7/517/+9eDBA1mWnz9/vrm5WS6XTdOcmpqCCxAKhaAbwc9RoBlGb8qHDzn8f/jDH076HgROEoeJUYHb7XYbiS5oLTmOg5HdzWbTsqx2uw1ZtZs3b16/fh1latBU2t7eRpKsXq/XajWfz5fNZq9du3bz5s14PM4YcxxHVVVIPvj9flSq9nq9mZmZK1euXL58OZPJMMZg/PlxwoyrTh206oMe+7BBQu5BYKjAR572rTn3lI6gagV5rFAohFrxarVaKpU2NzcLhQJ0l2KxWDwez+fzY2NjiqKgLhWiLltbWysrK/V63efzjY6OTk9PZ7PZTCZDci5ArVZbXV0tlUqyLMfj8fPnz+fzeYwxkNz5gYwxCLAGAgHIM/EzktjelPiQ01s458MIXg6R3uE/Yq6k8e7uLkJc9XqdRgKBV7Dhuq7HYjHUosFcV6tVBNv4hDmkl2BL0Bayvb29ubmJi2KAAfTYSKQNUk21Wm19fd22bX49gk6jJEnj4+PT09MI/oHzsO2i4QQQ1nsYAeFRGD3mKiLSCxoh0Ov1FhYWHj9+/OjRo62trVgsFggEDMNgjKmqiu4x1JODb/V6HRoskDEnycRIJILMOXnXGB6IT7GFxgIRDAY7nQ64iiI2x3Hg+VOnN+gNGcbf/e53n3/+OaaRYV3AxDIcjn9P7jGfPIT1HmrwHi/guBO2YZ/r9XqxWKxWq+12W9f1aDRq2zZjDKO5IYGq6zpMuq7roVAIpMJ5EI2TXaCsBa0j6CHFRf0usDTQrBLkycPhMBTU4XFgXahUKtvb29VqlYYioSRO7Lp5CHoLeAFagvbgYTKZzOVyV69eheYZqNhut2HJoWqqqiqIB5Y67owxnATkxIHMzbSxvXuBQVryBSp0wkajsbOz8/TpU3Abo0ihBsdcYZkhN9oEQW+BPVEoIhgsJ/xeTdOSyeT4+PjMzAzVk7Tbbdu2sdGFwjmoiE9RcA6/negtuf0kVGH+ruVlkiS1Wq1EIoHsGkw3boBKXDySD8MMQW+B/84JYQPzw4jeiqJEo9FUKjUyMsIfRXaeT0Tjo2az2el0wuEwpFf4q4CTmIUwGO72NIENBskikYiu68io4QZQb4OeE9puYKEZcoYLeg8vHA7MDXExxmgSKF/ySXE4SjuDn9SnSfFqHIgadZoKhuya4w4SwzkdrsGTvyu+EM0TF8AhFL2TJCkQCGCygiRJuARFCgUEvYcaRG/eeoPG2Cd75nL2+33btlE6BoNJk8BILAnco4+wzUZEjcTS0R9Oxp/t1U4bpDcF9ilchx9BbxoJDnoLz5wg6D2k4J1wEIa3q2S68YJMIiZ+wU4O8gfcRh5LVVVFUfhPwUCe3pQGlwbA9joXvOvO3xVPZsTP8RFf5TLMEPQeRgzuaUE8aSBPhjfJMBK92X42FryybbvRaAQCARohxl+Fvka5d37TzjsLzgBoGSLVB97+o7SOhgr7xLRgQe9hxr5ZKCIMBckcN//Mb9H5Yz0kDIVCwWBQVVXy5IlytHx0Oh2qq6Ek1r5bcbpVxk1ToPvk63CE0R6EoPdQ4y0M571fqiphXHTdk1umA1GdShUstm23223y8JGgdhxHURRN0yhHTRZ40HfgvXfHjed7uM3crQEfOecdh+GEoLeANwrl2fEyxtC5QczhbSxFyxFCR7rbcRz0gWia1uv1CoVCoVBYX18vl8vNZhPiihcuXLh+/XokEpE4cbXD3CQElUnagSw2XuDq/GJ0NM/odELQexhBdKJI1dsNHe1m2d5+Mr55A+0cBDjSkiTZtr2ysrKwsPD8+fNisWiaZiAQCIfDhmFAMjmdTr/TzSMmx/v2FBSEy4C7whd++DP6WUDQe0gBDhABKMTFuDgZgY6itQClKdS8gU+RS8O8bsdxDMNoNpsrKyvffvvt48ePbduORCLvvfeeaZobGxvfffddtVq9devWb3/7WyoXf8sMUIcrnsHtYUsPblNKjI/eHcYp+HlD0Ht4wW9QeeNMZnwwU8W/ybjScT4UD8phJkGpVFpdXYX6yuzs7MzMzMzMTL1eDwaDhULh9u3b8Xj8ww8/jMfjmqZhO00dKY5bAwPwoXVc1LMk8ZvtIffJCYLewwjebpOJg0PLp5qY64FT3yjtun2uBJInOEdA2LxYLK6trVUqFV3XP/vss6tXr0YiEdu2b9y48cUXX/zpT39aXl5+8uTJ3Nzc9PS0bdu2bWuapigKlcHBMkt7dZfwgtpIyC1nLv/5jcMwQ9B7GOHhpMdE7+vT8gaccfRme00lItu0CtRqte3t7U6nk06n5+bm5ufnGWO9Xm9iYuLJkye2bVcqldevX2ezWfL5mVtg0+v1sKx4bLLnVnkXw3HrzKkS/uif3anCsMceBI4clmVBrUVVVdu2Meg7kUhA6hQ1bczdHne73WazSe+g8Yu5noLk1rrTmyf7q506COstcMSgyBwGfYdCoW63W61W19fX0+m0ruumacJoQ9fBNE1oNvHpN74RjXEJeWGQ3wmC3gJHDNSWQMspk8lkMplGo7G1tXX//n1VVS9dulQul7/55ptHjx41Gg0wHD45YnKoS6N9PrbcSLa9PbQuMAhBb4EjBsW9MZ/g7Nmz77///qtXr168eGFZ1qtXrzDJoNFoSK4OBJJYvK2ms4lI+P8CQW+BYwHRe35+3rKs+/fv37t378GDB4qiZDKZyclJxpgsy6FQKBKJ0ORQOpbtpfRbQvQCb4Ggt8ARg1oyUV4mSdLk5KTP54vH46VSybbtWCw2MTGhadqrV6+SyeTo6GgkEvGUwXpax9jejLfAISHoLXDEgJwDY6zdbmOm78jIyPj4+M2bNw3D2NnZkSQpEon4/f6HDx+m0+lcLheJRNjeKtfBNjJB7x8AQW+BIwbCYD6fr91uV6vVFy9erK+vy7J8/fr1sbGxcDhcLBYXFhZWVlb8fn8sFhsZGdF1ne1VTSV6Uw25aPb8ARD0FjhiUEtJp9OpVqvPnz//29/+FggE4vE4Bg+9fv367t27r169CgQCsVgsk8mEQiFqU/GUqUBJQuL0TwUOD0FvgSMGLK3f71dVdXJysl6vLy8vr62t/eMf/1hYWFAUZWdnZ3V1NZPJfPzxx1euXMEIYb6gnV4Q56mgTTSBvRMEvQWOGGCmz+eTZTmfz3e73aWlpUaj8ejRI0w7gWr65cuXP/3006mpKaowZwMbbHrN2/CT+a1OJwS9BY4eqDxnjEmSlEqlbt26NTMzs7m52Wg0ut2uqqrxeHx2dnZsbAx6bDjE05HqAd/QInBICHoLeOHshzd9Z99wFx8ki8ViH3zwwfnz53d2dkzT7Pf7iqLouq5pmqZpmD3A58M8Ekuec3q62SjYTrVuIj3OQ9B72LFvWRixlyaKMM5z5mnv6TbD4Z7SUUmSFEVJJpPQY0RtOeRcHE44iTbYbG/jGu+xQ+zJ5yqoQ/yYbpWXXj2u53WqIOg9jDgwBE1f8LR/06cO1yXuof2+1EKHyb4Xop5t/rr8FfkcOHWM0lXe4mW86WaGB4Lew459iUFFY4iBkxkn6+pRcWKHWDL2xbv60hhIiI06RourqsoLvDDGoBLlOA6ml/yAu/rZYKh/+WGGZwfrMciMC4DTNCI6irfYfAaL/dDej8MfhWtBShHsHVRKJa3lH7bi/Jwg6D3s2Nd6E9/gVMuyrGkatBbIl+Y5SSEu6XCqxv/L3bbb7VarBQUIxo00lGUZ7eK0ERBZNEFvgf+CD3fz//b7/Wq12u/3V1dXYRudvUksimCTPunhGU7BuUN+3+fzNRqNarWK7hSk3zwBAkqPD/nGmwl6Dy3oT/9Ae2tZ1uLiInQOs9msZVk0P5BC1jgDZgO+K70Pf89+v1+W5Xa7bVnWy5cva7Vap9OhcWX4Dr0W3GaC3sOJfSvDgH3jz51OB6pprVbLNE3YTKDPjd3FqO3jozfJs2G2kcPpsfPJOf6cQ05yQe8hBW+93+4e+3y+SCQSDofT6XQ6nT4MvQ9/G++6FqCHHAXtNGB8cIXy/I5DC0HvIcUgvflMMv8vRFd0XZ+bm8vlchjfx3+ZwtSIsb/TbfwAeluW1Wq1+v3+1tYWFN1oZqjDKToJMEFvgX3Bp80CgUAul8vlchcvXpycnHxT5BwvfoS2zWazWavVTNNcWloKBALIxtMSI7lyiyIrxgS9hxMON+WTd2UHvVlEzqBniti45KqpePLePw6dUN+KHtJ2u41tArLfqGCRuJFjojpV0HtIwdvnt3+t1+sZhtFoNEzTtG1b2gt+6M+BZ3sT3ikxhgv1ej3Lsoje1JoCIHu3bxnsUEHQexjhMbaeULMnVQZ3V5ZlmE3GsYjy5G8KXB854EEoikLVppR1JxEoSr8Puelmgt5DC76CZRCezFkgEJBdMMb6/T5f+En0ptoS/l8625t+9FyO/5rnJnE5CEV4zDWyd91uF6V1oqwFEDHGYYTkDtw8kACSq7sSDAb7/T4/UQSF6Ahlw0l2OFVTtreYzHMhHGgYhm3bOIQ/Ifb5jGtB87tA2SnaQj1n5qeR/WixgJ84hPUeRvBRtLdLoEjcEL9er9fpdBhj+FFyR3y3221JkpDx5mUP+e09b4HJ1LfbbWybEfomBxveAe7N7/eHQiE+1yVJEr7G/y6SK6UqsmI8BL0FDkCv12u1WvV6HZ2YPG+J/I7jwOSCtMwNd3ky0nRCsFfXdZ/PFwgEisXi1tbW7u6uYRhzc3OZTOb777/f3NyECMTs7GwikcCCItj7ThD0FjgA2NZSNQuFsihyjm0wmVOQnO/BBqjbBLY3GAwivyVJ0u7u7tLS0traWrVajcfjqVTqxYsXCwsLuq5PT0+n0+loNIoznOiTOH0Q9BY4AH6/X9O0eDyu6zp24JBnAtWxM/dEv8B/OO18b9mbtuKGYZRKpZWVlc3NzV/+8pf9fr9YLC4tLem67vf7LcsSxP5hEPQWOAAUOUf1CPnb3W7XsqxAIAAl454LRVFkWabQF3O393wwDzNMWq0WpghiyjfaPCG32Gq1KpWKYRiZTAaryaAmlMCBEPQWOAD9ft80zVarBdFComi9Xl9fXw8Gg7FYzLKsRqPRarUMw8jlciMjI+FwWFEUy7IMw6jVaoyxdDodiUTgkPd6vVKptLy8PDIyMjMz4/f7o9EoGldgqDVNw+Axtl8qXuCQEPQWOAAoAuNTYvixUCjcuXPH5/NlMhnbtlutVqPRaDQaY2Nj+Xz+3LlzuVyuVqsVCoWlpSXG2NWrV5FgY4xZlrWxsXHv3r1z586Njo4yxlRVDYfDCLZhZ65pWqfTodWEdv4n+jBOGQS9Bd4NoF+j0Xj69Omf//znTqczNjaGYhI0hAeDwXg8/vvf/z6VShWLxcePH3/xxReMsWg0mkwmZVnudrvVanVxcfH27duO43zwwQeYSQaLDb+dMYaFgNdLFmHzd4Wgt8DBQJaLrzztdru7u7uY8hmPx6PRaCqVglVfWlp6/vx5uVy2bduyrFqttrq6KkmSbdsUkMMCsbW1VavVHFeGlff8cSom5v7+bxD0FjgAKFlRFIWMJ4Jt2CSnUqlLly5dvHjx/PnzsLd//OMfv/zyS9u22+223+/HgdCEiEaj2HuHQiFFUdDmJcsyKtjQsgIhRNu26/W6pmn8FQXP3xWC3gIHYDDpRdUswWAwkUjMzs6eOXPmzJkzIOrIyIimac1ms1QqIacFKXKPXrrjSinB/UYonqri8CM1clOCTTD8nSDoLXAweMUlvANayrIcj8cnJiay2SxtmyORSCwWazQaa2trMPLhcBg7dsuy4KWbpok4PNWTI5xOIwoonMYvBILb7woRqxA4AM5enSO++5IxhpAYBFKZ29eBH5GvhinudDr8eDD+Napf6CTgs6IoGB6KPTnVup3okzh9EPQWOBjUiUmtYOi+pHoVx50cQv4zee+BQKDdbhuGAcuMGDuNGXEcxzRNxlgoFKJu036/r2marutoDsPVabTQiT6JUwbhnHvxk/oDOiZ3lLbQVDFCjjdfQ+IMdGjzHZqSJNH2mLkzgBhjcNoZY7DPYDipL0qSVK/XFxcXNzY2YLdVVe33+81mExKoOA/qYSRJwqkYY2gFpeYw+Opw+BGlo7GhqE4XnjwT9P4x8QMWjuOjN83K5d9knNoRfw980Tjj4tiwqFTugnUB0i6MsW63i6h7MBikyQeMsVqt9uzZs9XV1Xa77fP5VFXt9Xq1Wg0/gqimaTYajXA4jIJ2nIcWCH67jsJY5m7O4VZQQ8txPL1TBEHvYQQfiOabungr3eeAr9H34ZxLkoTKU9qKO67uIupbOp1OIpGIRqO5XG5xcfHLL79cXl7O5XKlUunp06dbW1vw2KGISGsKili73S6q2aGFats2+IxLkweBknUwn+6ZuY3iwoALeg8jJA48tz1OON/+5aE36BePxxEVJ8MOnpNJj8fjiqKMj4+/fPnyzp07Dx8+nJyc7Ha7xWKx0WjQSgGbj+KZdrvdbDaRG9d1Ha67bdtIqvMLAUw6sm5sQKHFeava1JBA0FtgDzHIAeaTzHyCCjG2cDg8MTFx/fr1qampVCrFC6pMTEx89NFHs7OzMzMziIffvHkzEoksLS0ZhqHrejQavXHjBgpXrly5out6Op2empqSZXlsbGxycnJ0dPTixYuKoui6ns/n0+m0pmlYRPx+P6XoLMtCnpzvMyWj7QgpRUHv4YTHD/fsUSVOiY2vaWHcpj0UCuXz+WvXrmUymVQqBfrBro6PjzPGcrlcJpNBydrly5dHR0fT6XSpVOr1emNjYxcuXHAcp1qt5vP5UCiUTCYnJycjkYhpmuPj46lU6vz584lEQlGUeDyeTCYVRaFbRQrdcRx+QihzG05Bb9pN/LjP9ScHQe8hxWDYiWc1H1dHmEqWZQpNM8aCwWA2m7169Wo4HE4kEhQA8/v94+PjyWRS0zQKequqqihKOBw2TdNxnHA4HI/HGWO2bWPnjN7PRCKB7XowGMzn88lkEprHKE0d3DKQQwHngqSR+VVpyCHovQ9+9hFX3s3GO6AEn9nmvXRksOkjxpjP54vH46FQiEYIUFA9kUikUil+X43uzkQiIbliafyMFMdxNE2DDozjOChKj8fjiUSCvkPVqYwTYKW7ddxKG35PIRjOBL2HFn1uDCDAV32Sx86LGRMcx0HSC8TGBpgOocwzkt5Qg0ARC3Lg8KsdLs0Op5q5BTM0jQB+BMXemGuo8QVUwuCEFNjzZPuGHILeAozttXWUDCPdJZ7kpMfEB975k8DSgt4+bmYQNYrwZ6MUHeWxEXin/jCK25PcGskk06wSXuZJ4rQfRJm6oPewg6cBWAGCgd4AylcQVENbGB/ook0vgKwYVZ4gPY7lACkuSZJUVSW/mrn8ZK717vf7sPPM3UE4biEaxcxpZ0HFM3zejurhh9ySC3rvg2Pde/+k7Am/weZj42STyQJjqnar1aJ2EVhpuNw4m+MKJDPGDMOAphL6QHGVbreLCnMqLMPyQWsEb95p8glVxWEZsiwLiujMHaKAwjj8FvjyYDpgOCHoLfD/4PNk1PIpyzIqwEulkq7rkENDzrnb7WK0II4C5yORiCzLpVKpXq+jLsXhus3Q1I35JHAEOp0OTuJZVuCN02gUrCN+v39nZ6dQKFSrVXxkmqbElaYTflLL6ElB0HtI4XBlah4mUPwZrrgsy7VazTTNZ8+e7ezsoEyNGjwh5EJqSgh9+/1+wzCg5QD7D3JSshoxMLSa9Ho9XIX36ilrTSNN0Dru8/mazWa5XC6VSmxvOJAmGVFQfcg9cyboLTAI4oYkSRj622q1yuVyuVxWFIXPkIGNsiyjdBzMhFRDOp0OhULQKtc0TVVVVVW73W6j0WCMqarKGANvmavlZtt2p9NBwIzPafMdaY6r94IqdJi1B9BRAAADAUlEQVR9LBOoXXfcnhZqQR9mDAW9D/xv5r9AWzjbtqm3kb5A8SR8p+92OPOBn8FTYatJsV/87fLxXt4r9lRleN6nTTJfek1GePAjh2vzotwSn+vi/WH+ZnDI6OjohQsXwuFwpVJh3BROxMkQ1kKhKKju8/lAMzR7RSKRbreL2hVUm2EkqOR2fTHXj8BJEFTz+XzYgfPBeU98Hs7F9PQ0X/GOdYeaQwWGgt4eDLLdw0m/34/GBpgdtrcMA1kfyH1T+hdHeZgDAkP0k7I4jlukgYiUj5uVi8IMWgU8ZGN7ezM9tPR8hHiVxA3T9NCb//UpHkaBNCxAkiRNTk6OjIzMz89TgTf52/i9aL2jYm+8aDablmXBdQ+FQpIkIfsNmcRms6mqajwe77vNZxInz8j3mdA7EE6lxQVXREye1gv8R/Ax+SHHMNL77SA7gJIsisRSQyLFcvEXiT8m5HuwaSQRIjifyPTwuWI4k/gIBR5+d3gt2W2ivcekOwOJaBAMhxNbiAa8badssM+dbu+4qWzmrjtYsJhLj0AgANv7pvoW5uauiFT4XUzTpJg2Dm+1WowxRNpM04SKE9tbIcfcLTS//ycfxOFKZSlb7uNq4yU3vefxR4YWgt5e4K/c7/fHYjEK2zLO5XPcamefW4nd6XQMw3AcB/Jg2IWS5aSCSvrrRJAJAWQcqGkatrWSW+9NSSOJA3Ntr4dsuGHGWKfTgXoJlYj7XFUDnsyetQP0wy/b7XaptozOL8syRbwQUXMcB9EyjxtMITFd1/k3qUk7HA7TRNG+KykhudrmiNj1+31VVXFXjMuK7+uis72+zOBCcNR/IKcJgt5eUMQIFCVXmSwtY4w+dRwH03nQGgXe4m/LcUs+yHskP5ncS/QqO44DYlOrIxV18JaK7VVH8nHl4niB6yJ7xC8uoCIllmkGCF77/X4axEuX87mzeyU3mkVSapSvZozx+ip8EpsxZts2HgspMSmKQjdAzj8OJ3EVJNLhZvu4+cFgPu8u8eCfwHH9WZxO/B/SUQY3sJmtIwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/operacaopilha01.png')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/operacaopilha02.png')"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Pilha em Python\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Objeto será deletado\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na pilha: 2\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na pilha: 5\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na pilha: 6\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"Consultando a pilha!\n",
"6\n",
"5\n",
"2\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 3\n",
"A pilha contém elementos e o último elemento inserido será removido\n",
"Objeto será deletado\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"Consultando a pilha!\n",
"5\n",
"2\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 4\n",
"A pilha será esvaziada\n",
"Objeto será deletado\n",
"Objeto será deletado\n",
"Pilha esvaziada\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"A pilha está vazia\n",
"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 5\n"
]
}
],
"source": [
"class Pilha:\n",
" num = None;\n",
" prox = None\n",
" def __del__(self):\n",
" print(\"Objeto será deletado\")\n",
" \n",
"class Controle:\n",
" \n",
" def __init__(self):\n",
" self.topo = None\n",
" self.aux = None\n",
" \n",
" def menu(self):\n",
" txt = \"\"\"\n",
" Opções:\n",
" 1 - Inserir na pilha\n",
" 2 - Consultar toda a pilha\n",
" 3 - Remover da pilha\n",
" 4 - Esvaziar a pilha\n",
" 5 - sair\n",
" Digite a sua opção\n",
" \"\"\"\n",
"\n",
" opcao = int(input(txt))\n",
" return opcao\n",
" \n",
" def main(self):\n",
" opcoes = {1:self.opcao1, 2:self.opcao2, 3:self.opcao3, 4:self.opcao4}\n",
" while True:\n",
" opcao = self.menu()\n",
" if opcao in opcoes:\n",
" opcoes[opcao]()\n",
" else:\n",
" if opcao == 5:\n",
" break\n",
" else:\n",
" print(\"Opção inválida\")\n",
" \n",
" def printpilhavazia(self):\n",
" print(\"A pilha está vazia\")\n",
" \n",
"\n",
" def opcao1(self):\n",
" novo = Pilha()\n",
" novo.num = int(input(\"Digite o número a ser inserido na pilha: \"))\n",
" novo.prox = self.topo\n",
" self.topo = novo\n",
"\n",
" def opcao2(self):\n",
" if self.topo is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"Consultando a pilha!\")\n",
" self.aux = self.topo\n",
" while self.aux is not None:\n",
" print(self.aux.num)\n",
" self.aux = self.aux.prox\n",
"\n",
" def opcao3(self):\n",
" if self.topo is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"A pilha contém elementos e o último elemento inserido será removido\")\n",
" self.topo = self.topo.prox\n",
" \n",
" \n",
"\n",
" def opcao4(self):\n",
" if self.topo is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"A pilha será esvaziada\")\n",
" # Usar essa opção mantém lixo na memória\n",
" # self.topo = None \n",
" \n",
" self.aux = self.topo\n",
" while self.aux is not None:\n",
" self.topo = self.topo.prox\n",
" del self.aux\n",
" self.aux = self.topo\n",
" \n",
" print(\"Pilha esvaziada\")\n",
"\n",
" \n",
" \n",
"controle = Controle()\n",
"controle.main()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Análise de complexidade\n",
"\n",
"1. Operações de remoção e inserção na pilha sermpre realiza operações básicas, como a de atribuição, para atualizar o topo da pilha. Logo, são opreações de tempo constante e gatam tempo $O(1)$\n",
"2. As operações de consultar toda a pilha percorre todos os elementos armazenados.\n",
"3. Se a pilha tem $n$ elementos, o tempo de execução será $O(n)$\n",
"4. Limpara a pilha depende da linhguagem. Em Python e Java, ao colocar o ponteiro topo da pilha como nulo, o Garbage collector verificará, depois de um determinado tempo, que aqueles objetos não estão mais sendo referenciados por ninguem, o interpretador irá remover o dado. Porém, isso acaba gerando muita sugeira e consumindo memória de forma desnecessária. \n",
"5. Podemos garatir a remoção de item por item com o comando `del`. Nesse caso o tempo para remover todos os elementos, limpando a memória será de ordem $O(n)$"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Fila\n",
"\n",
"1. Tipo FIFO (First In First Out) - Primeiro elemento a ser inserido será o primeiro a ser removido.\n",
"2. Cada elemento armazena um ou vários dados e um ponteiro para o próximo elemento, permitindo o encadeamento e mantendo a estrutura linear.\n",
"3. A estrutura do tipo fila possui um ponteiro denominado INICIO, onde as remoções ocorrem nas duas extremidades da estrutura"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/operacaofila01.png')"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(filename='./imagens/operacaofila02.png')"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na fila: 2\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na fila: 5\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 1\n",
"Digite o número a ser inserido na fila: 6\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"Consultando a fila!\n",
"2\n",
"5\n",
"6\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 3\n",
"A fila contém elementos e o último elemento inserido será removido\n",
"Objeto será deletado\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"Consultando a fila!\n",
"5\n",
"6\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 4\n",
"A fila será esvaziada\n",
"Objeto será deletado\n",
"fila esvaziada\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 2\n",
"A fila está vazia\n",
"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" 5\n"
]
}
],
"source": [
"class Fila:\n",
" num = None;\n",
" prox = None\n",
" def __del__(self):\n",
" print(\"Objeto será deletado\")\n",
" \n",
"class Controle:\n",
" \n",
" def __init__(self):\n",
" self.inicio = None\n",
" self.fim = None\n",
" self.aux = None\n",
" \n",
" def menu(self):\n",
" txt = \"\"\"\n",
" Opções:\n",
" 1 - Inserir na fila\n",
" 2 - Consultar toda a fila\n",
" 3 - Remover da fila\n",
" 4 - Esvaziar a fila\n",
" 5 - sair\n",
" Digite a sua opção\n",
" \"\"\"\n",
"\n",
" opcao = int(input(txt))\n",
" return opcao\n",
" \n",
" def main(self):\n",
" opcoes = {1:self.opcao1, 2:self.opcao2, 3:self.opcao3, 4:self.opcao4}\n",
" while True:\n",
" opcao = self.menu()\n",
" if opcao in opcoes:\n",
" opcoes[opcao]()\n",
" else:\n",
" if opcao == 5:\n",
" break\n",
" else:\n",
" print(\"Opção inválida\")\n",
" \n",
" def printpilhavazia(self):\n",
" print(\"A fila está vazia\")\n",
" \n",
"\n",
" def opcao1(self):\n",
" novo = Fila()\n",
" novo.num = int(input(\"Digite o número a ser inserido na fila: \"))\n",
" novo.prox = None\n",
" if self.inicio is None:\n",
" self.inicio = novo\n",
" self.fim = novo\n",
" else:\n",
" self.fim.prox = novo\n",
" self.fim = novo\n",
"\n",
" def opcao2(self):\n",
" if self.inicio is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"Consultando a fila!\")\n",
" self.aux = self.inicio\n",
" while self.aux is not None:\n",
" print(self.aux.num)\n",
" self.aux = self.aux.prox\n",
"\n",
" def opcao3(self):\n",
" if self.inicio is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"A fila contém elementos e o último elemento inserido será removido\")\n",
" self.inicio = self.inicio.prox \n",
" \n",
"\n",
" def opcao4(self):\n",
" if self.inicio is None:\n",
" self.printpilhavazia()\n",
" else:\n",
" print(\"A fila será esvaziada\")\n",
" # Usar essa opção mantém lixo na memória\n",
" # self.topo = None \n",
" \n",
" self.aux = self.inicio\n",
" while self.aux is not None:\n",
" self.inicio = self.inicio.prox\n",
" del self.aux\n",
" self.aux = self.inicio\n",
" \n",
" print(\"fila esvaziada\")\n",
"\n",
" \n",
" \n",
"controle = Controle()\n",
"controle.main()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
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},
"source": [
"Qual a complexidade do algoritmo de fila?"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Exercícios\n",
"\n",
"1. O que é o Garbage Collector?\n",
"2. Faça um programa que cadastre 5 números em uma fila dinâmica e mais 5 em uma pilha dinâmica. Em seguida, o programa deve mostrar três relatórios. O primeiro terá os núemros que estão nas duasd estruturas. O segundo terá os que estão apenas na fila e o terceiro os que estão apenas na pilha.\n",
"3. Faça um programa que apresente o meno de opções abaixo:\n",
" - 1. Cadastrar o número\n",
" - 2. Mostrar números pares entre os primeiro e o último cadastrado\n",
" - 3. Excuir número\n",
" - 4. Sair.\n",
" \n",
" Observações\n",
" \n",
" 1. O programa deve ser implementado usando uma estrutura do tipo pilha\n",
" 2. A opção 1 do menu cadastra um número de cada vez\n",
" 3. Mostrar mensagem para opção inválida do menu\n",
" 4. Cuidado com o intervalo de números formado pelo primeiro e pelo último número da pilha, pois este pode ser crescente, decrescente ou ainda ser o mesmo número.\n",
" 5. Quando a opção do menu não puder ser realizada, mostrar mensagem.\n",
" \n",
"4. Faça um programa que apresente o menu de opções abaix:\n",
" -1. Cadastrar tipo\n",
" -2. Cadastrar produto\n",
" -3. Consultar o preço de um produto\n",
" -4. Excluir o preço de um produto\n",
" -5. Sair"
]
}
],
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