diff --git a/docs/notebooks/rave_ratios.ipynb b/docs/notebooks/rave_ratios.ipynb
index 03306aa..b515f1a 100644
--- a/docs/notebooks/rave_ratios.ipynb
+++ b/docs/notebooks/rave_ratios.ipynb
@@ -61,7 +61,11 @@
"We happen to know that RAVE is a shallow survey ($I$~12), so we can add this magnitude limit to save query time. Even if the computation is performed by the Gaia archive, I found that adding this line cuts down the query time to under 20min (vs over 1h without the magnitude cut). We can later verify that at $G=14$ the completeness is already zero, so cutting at 16 does not remove any useful bins.\n",
"\n",
" \n",
- "I saved the output of this query locally as `rave_ratios_G16.fits`. **If you want to run this example on your computer, you need to run the above query first and save the file!"
+ "I saved the output of this query locally as `rave_ratios_G16.fits`. \n",
+ " \n",
+ "**If you want to run this example on your computer, you need to run the above query first and save the file!**\n",
+ " \n",
+ "New let's look inside:"
]
},
{
@@ -74,7 +78,7 @@
"data": {
"text/html": [
"
Table length=5\n",
- "
\n",
+ "\n",
"magnitude | colour | position | n | k |
\n",
"int32 | int32 | int32 | int64 | int64 |
\n",
"3 | 8 | 3905 | 1 | 0 |
\n",
@@ -119,6 +123,7 @@
"metadata": {},
"outputs": [],
"source": [
+ "# precompute healpix number at various levels:\n",
"t['hpx4'] = t['position'] // 4\n",
"t['hpx3'] = t['position'] // 16\n",
"t['hpx2'] = t['position'] // 64\n",
@@ -132,16 +137,6 @@
"id": "b71c9b64",
"metadata": {},
"outputs": [
- {
- "data": {
- "text/plain": [
- "(-0.03, 1.03)"
- ]
- },
- "execution_count": 3,
- "metadata": {},
- "output_type": "execute_result"
- },
{
"data": {
"image/png": 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\n",
@@ -161,7 +156,7 @@
"plt.minorticks_on()\n",
"plt.xlabel('G')\n",
"plt.ylabel('fraction of sources with a RAVE entry')\n",
- "plt.ylim(-0.03,1.03)"
+ "plt.ylim(-0.03,1.03);"
]
},
{
@@ -170,16 +165,6 @@
"id": "f79eb22b",
"metadata": {},
"outputs": [
- {
- "data": {
- "text/plain": [
- "Text(0.5, 1.0, 'whole sky divided in 12 hpx0 regions')"
- ]
- },
- "execution_count": 4,
- "metadata": {},
- "output_type": "execute_result"
- },
{
"data": {
"image/png": 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\n",
@@ -204,7 +189,7 @@
"plt.xlabel('G')\n",
"plt.ylabel('fraction of sources with a RAVE entry')\n",
"plt.ylim(-0.03,1.03)\n",
- "plt.title('whole sky divided in 12 hpx0 regions')"
+ "plt.title('whole sky divided in 12 hpx0 regions');"
]
},
{
@@ -213,16 +198,6 @@
"id": "467d0963",
"metadata": {},
"outputs": [
- {
- "data": {
- "text/plain": [
- "Text(0.5, 1.0, 'whole sky divided in 48 hpx1 regions')"
- ]
- },
- "execution_count": 5,
- "metadata": {},
- "output_type": "execute_result"
- },
{
"data": {
"image/png": 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WLFnC6NGjL3h7xsvLC3t7eyIjIyvt+/d1w8LCUBSFkJAQa29DdY8DLD0AAwYMsG4vLy8nJiaGdu3a1ejx1JW4uDjAkpz+W2JiIiEhIbz33ntMnTqV1NRUgEoDxxVFwWQyYTQa6zS2cz2Q5/fmnDp1CrDMvjonOTmZRx99lMGDB6PX663J/OWo2RMWFsbff/9Nr169Lth7dC6WqKgoQkJCrNszMzMv2tN27tiTJ09WeM6c21bbx1nT17S4csntKnHZ9enTh507d7J+/XprkuPp6UnLli2ZNWuWtU1tDB8+nF27drF9+3brtsLCQj777DOCg4OJiIio8jhvb2/69+/Pp59+SnJycqX9F5tmnJmZWeF3tVpN27ZtAazfns/3wgsvMH36dGbOnMnHH39caf/EiRNZs2YNc+fOpVGjRgwbNuyC1wfLYzcajRXOZzKZapQgnTNhwgR27NjBV199RUZGxgVvVYHlG/GQIUNYunSpNRkAOH78OKtXr67QduzYsWg0Gl5++eVKPRKKolj/hp07d8bLy4tPPvmEsrIya5uFCxdWOR2+vg0YMIDffvut0o+XlxedO3fmt99+Y+TIkcA/t4p++umnCudYtmwZhYWFdOjQoU5jS0pKqjCLLS8vj2+++Yb27dtXmAF23333YTab+fLLL/nss8/QarXcc889ddILejHjx4/HZDLx6quvVtpnNBqt/6cDBw5Eq9VWej18+OGHF71G586d8fb25pNPPqnwelu5ciXHjx9nxIgRNsdt62taXJmkJ0dcdn369OH1118nPj6+QjLTt29fPv30U4KDgyvd16+pGTNm8OOPPzJs2DAee+wxPDw8+Prrr4mJiWHx4sUXrII7f/58evfuTZs2bbjvvvsIDQ0lNTWV7du3k5CQwMGDB6s99t577yUrK4sBAwbQuHFjzpw5wwcffED79u2t44H+7Z133iE3N5eHH34YZ2fnCgOLb7vtNp5++ml+++03HnroIXQ63UUf+8iRI+nVqxczZswgNjbWWjMlNzf3oseeM378eKZPn8706dPx8PCoUa/Wyy+/zKpVq+jTpw9TpkzBaDTywQcf0KpVKw4dOmRtFxYWxmuvvcbMmTOJjY1l9OjRODs7ExMTw2+//cb999/P9OnT0el0vPbaazzwwAMMGDCACRMmEBMTw4IFCy55TE5tBAYGVjkebOrUqfj4+DB69GjrtpEjR9KqVSteeeUVzpw5Q/fu3YmKiuLDDz/Ez8+Pe+65p05ja968Offccw+7d+/Gx8eHr776itTU1ApjfxYsWMDy5ctZuHCh9XX1wQcfcMcdd/Dxxx9XGOj74YcfkpOTQ1JSEoB1GjxYeiBrc8u0X79+PPDAA7z55pscOHCAwYMHo9PpiIyM5JdffmHevHmMGzcOHx8fHn/8cWbPns2oUaMYOnQoBw8eZOXKlXh6el5wHTSdTsesWbOYPHky/fr149ZbbyU1NZV58+YRHBxcqwKMtXlNiytQA83qEv9heXl5ikajUZydnStMz/zuu+8UQJk4cWKlY6qbrtuvX79KU4pPnz6tjBs3TnFzc1MMBoPStWtX5c8//6zQpqop5OeOnTRpkuLr66vodDolICBAueGGG5Rff/31go/p119/VQYPHqx4e3srer1eCQwMVB544IEK04bPn0J+jslkUm699VZFq9UqS5curXDO4cOHK4Cybdu2C177fJmZmcrEiRMVFxcXxdXVVZk4caKyf//+i04hP1+vXr0UQLn33nur3M+/ppAriqJs3LhR6dSpk6LX65XQ0FDlk08+qfYaixcvVnr37q04Ojoqjo6OSnh4uPLwww8rJ0+erNDuo48+UkJCQhQ7Ozulc+fOyqZNm6r8/65KdVPIz//bK0rlqci2qO45mZWVpTzxxBNK8+bNFTs7O8XT01O55ZZblOjo6Iue05Y4z11/9erVStu2bRU7OzslPDxc+eWXX6xt4uPjFVdXV2XkyJGVrjVmzBjF0dGxQlznpqVX9RMTE3PB2O+8807F0dGx2v2fffaZ0qlTJ8Xe3l5xdnZW2rRpozz99NNKUlKStY3RaFReeOEFxdfXV7G3t1cGDBigHD9+XGnUqJHy4IMPXvDvoSiKsmjRIqVDhw6KnZ2d4uHhodx+++1KQkJCjeL89/O1Jq9pceVTKcpl6K8UQthszJgxHD58mKioqIYORVyBgoODad26NX/++WdDh1KvcnJycHd357XXXuO5555r6HDEVUbG5AhxBUpOTmb58uVMnDixoUMR4rIpLi6utG3u3LkA9O/f//IGI64JMiZHiCtITEwMW7du5YsvvkCn0/HAAw80dEhCXDaLFi1i4cKFDB8+HCcnJ7Zs2cKPP/7I4MGD6dWrV0OHJ65CkuQIcQXZuHEjkydPJjAwkK+//vqSFkwU4mrTtm1btFotb7/9Nnl5edbByK+99lpDhyauUjImRwghhBDXJBmTI4QQQohrkiQ5QgghhLgm/efG5JjNZpKSknB2dr5gcSkhhBBCXDkURSE/Px9/f/8LFnY9338uyUlKSqJJkyYNHYYQQgghaiE+Pr7GVfH/c0mOs7MzYPkjubi4NHA0QgghhKiJvLw8mjRpYv0cr4n/XJJz7haVi4uLJDlCCCHEVcaWoSYy8FgIIYQQ1yRJcoQQQghxTZIkRwghhBDXpAZNcjZt2sTIkSPx9/dHpVKxdOnSix6zYcMGOnbsiJ2dHU2bNmXhwoX1HqcQQgghrj4NmuQUFhbSrl075s+fX6P2MTExjBgxguuuu44DBw4wdepU7r33XlavXl3PkQohhBDiatOgs6uGDRvGsGHDatz+k08+ISQkhNmzZwPQsmVLtmzZwnvvvceQIUPqK0whhBBCXIWuqjE527dvZ9CgQRW2DRkyhO3btzdQREIIIYS4Ul1VdXJSUlLw8fGpsM3Hx4e8vDyKi4uxt7evdExpaSmlpaXW3/Py8uo9TiGEEEI0vKuqJ6c23nzzTVxdXa0/sqSDEEII8d9wVSU5vr6+pKamVtiWmpqKi4tLlb04ADNnziQ3N9f6Ex8ffzlCFUIIIUQDu6puV/Xo0YMVK1ZU2PbXX3/Ro0ePao+xs7PDzs6uvkMTQgghxBWmQXtyCgoKOHDgAAcOHAAsU8QPHDhAXFwcYOmFmTRpkrX9gw8+SHR0NE8//TQnTpzgo48+4ueff+aJJ55oiPCFEEIIcQVr0CRnz549dOjQgQ4dOgAwbdo0OnTowP/+9z8AkpOTrQkPQEhICMuXL+evv/6iXbt2zJ49my+++EKmjwshhBCiEpWiKEpDB3E55eXl4erqSm5urqxCLoQQQlwlavP5fVUNPBZCCCGEqClJcoQQQghxTZIkRwghhBDXJElyhBBCCHFNkiRHCCGEENckSXKEEEIIcU2SJEcIIYQQ1yRJcoQQQghxTZIkRwghhBDXJElyhBBCCHFNkiRHCCGEENek/0ySM3/+fCIiIujSpUtDhyKEEEKIy0AW6BRCCCHEFU8W6BRCCCGEOEuSHCGEEEJckyTJEUIIIcQ1SZIcIYQQQlyTJMkRQgghxDVJkhwhhBBCXJMkyRFCCCHENUmSHCGEEEJckyTJEUIIIcQ1SZIcIYQQQlyTJMkRQgghxDVJkhwhhBBCXJMkyRFCCCHENUmSHCGEEEJckyTJEUIIIcQ16T+T5MyfP5+IiAi6dOnS0KEIIYQQ4jJQKYqiNHQQl1NeXh6urq7k5ubi4uLS0OEIIYQQogZq8/n9n+nJEUIIIcR/iyQ5QgghhLgmSZIjhBBCiGuSJDlCCCGEuCZJkiOEEEKIa5IkOUIIIYS4JkmSI4QQQohrkiQ5QgghhLgmSZIjhBBCiGuSJDlCCCGEuCZJkiOEEEKIa5LNSU6/fv345ptvKC4uro94hBBCCCHqhM1JTocOHZg+fTq+vr7cd9997Nixoz7iEkIIIYS4JDYnOXPnziUpKYkFCxaQlpZG3759iYiI4N133yU1NbU+YhRCCCGEsFmtxuRotVrGjh3L77//TkJCArfddhsvvPACTZo0YfTo0axbt66u4xRCCCGEsMklDTzetWsXL774IrNnz8bb25uZM2fi6enJDTfcwPTp0+sqRiGEEEIIm6kURVFsOSAtLY1vv/2WBQsWEBkZyciRI7n33nsZMmQIKpUKgC1btjB06FAKCgrqJejamD9/PvPnz8dkMnHq1Clyc3NxcXFp6LCEEEIIUQN5eXm4urra9Pltc5Kj1+sJCwvj7rvv5q677sLLy6vKQG688UbWr19vy6kvi9r8kYQQQgjRsGrz+a215QKKorB27Vo6d+6Mvb19te1cXFyuyARHCCGEEP8dNo3JURSFgQMHkpCQUF/xCCGEEELUCZuSHLVaTbNmzcjMzKyveIQQQggh6oTNs6veeustnnrqKY4cOVIf8QghhBBC1AmbBx67u7tTVFSE0WhEr9dXGpuTlZVVpwHWNRl4LIQQQlx96n3gMcB7771nnSouhBBCCHGlsjnJueuuu+ohDCGEEEKIumXzmByNRkNaWlql7ZmZmWg0mjoJSgghhBDiUtmc5FQ3hKe0tBS9Xn/JAQkhhBBC1IUa3656//33AVCpVHzxxRc4OTlZ95lMJjZt2kR4eHjdRyiEEEIIUQs1TnLee+89wNKT88knn1S4NaXX6wkODuaTTz6p+wiFEEIIIWqhxrerYmJiiImJoV+/fhw8eND6e0xMDCdPnmT16tV069bN5gDmz59PcHAwBoOBbt26sWvXrgu2nzt3Li1atMDe3p4mTZrwxBNPUFJSYvN1hRBCCHFts3l2VV2uSbVo0SKmTZvGJ598Qrdu3Zg7dy5Dhgzh5MmTeHt7V2r/ww8/MGPGDL766it69uzJqVOnuOuuu1CpVMyZM6fO4hJCCCHE1c/mYoAmk4mFCxeydu1a0tLSMJvNFfavW7euxufq1q0bXbp04cMPPwTAbDbTpEkTHn30UWbMmFGp/SOPPMLx48dZu3atdduTTz7Jzp072bJlS42uKcUAhRBCiKtPbT6/bZ5d9fjjj/P4449jMplo3bo17dq1q/BTU2VlZezdu5dBgwb9E4xazaBBg9i+fXuVx/Ts2ZO9e/dab2lFR0ezYsUKhg8fXu11SktLycvLq/AjhBBCiGufzberfvrpJ37++ecLJhY1kZGRgclkwsfHp8J2Hx8fTpw4UeUxt912GxkZGfTu3RtFUTAajTz44IM8++yz1V7nzTff5OWXX76kWIUQQghx9bG5J0ev19O0adP6iOWiNmzYwBtvvMFHH33Evn37WLJkCcuXL+fVV1+t9piZM2eSm5tr/YmPj7+MEQshhBCiodjck/Pkk08yb948Pvzww0taw8rT0xONRkNqamqF7ampqfj6+lZ5zAsvvMDEiRO59957AWjTpg2FhYXcf//9PPfcc6jVlXM2Ozs77Ozsah2nEEIIIa5ONic5W7ZsYf369axcuZJWrVqh0+kq7F+yZEmNzqPX6+nUqRNr165l9OjRgGXg8dq1a3nkkUeqPKaoqKhSInOuXo+N46eFEEIIcY2zOclxc3NjzJgxdXLxadOmceedd9K5c2e6du3K3LlzKSwsZPLkyQBMmjSJgIAA3nzzTQBGjhzJnDlz6NChA926dSMqKooXXniBkSNHyrpZQgghhKjA5iRnwYIFdXbxCRMmkJ6ezv/+9z9SUlJo3749q1atsg5GjouLq9Bz8/zzz6NSqXj++edJTEzEy8uLkSNH8vrrr9dZTEIIIYS4NthcJwfAaDSyYcMGTp8+zW233YazszNJSUm4uLhUWNPqSiR1coQQQoirT20+v23uyTlz5gxDhw4lLi6O0tJSrr/+epydnZk1axalpaWyfpUQQgghrgi1KgbYuXNnsrOzsbe3t24fM2ZMhUrEQgghhBANyeaenM2bN7Nt2zb0en2F7cHBwSQmJtZZYEIIIYQQl8Lmnhyz2YzJZKq0PSEhAWdn5zoJSgghhBDiUtmc5AwePJi5c+daf1epVBQUFPDiiy9e8lIPQgghhBB1xebZVQkJCQwZMgRFUYiMjKRz585ERkbi6enJpk2b8Pb2rq9Y64TMrhJCCCGuPrX5/K71FPJFixZx8OBBCgoK6NixI7fffnuFgchXKklyhBBCiKvPZUtyrmaS5AghhBBXn9p8fts8JkcIIYQQ4mogSY4QQgghrkmS5AghhBDimvSfSXLmz59PREQEXbp0aehQhBBCCHEZ1DjJ2bVrV5VFAM8pLS3l559/rpOg6sPDDz/MsWPH2L17d0OHIoQQQojLoMZJTo8ePcjMzLT+7uLiQnR0tPX3nJwcbr311rqNTgghhE1yS3Mxmav/QirEf0mNk5x/zzSvaub5f2w2uhBCXFG2JW2j/6L+vLrj1YYORYgrQp2OyVGpVHV5OiGEEDZo6tYUo2JkceRiEgtkwWQh/jMDj4UQ4lrn7eBNd7/uAPxw/IcGjkaIhqe1pfGxY8dISUkBLLemTpw4QUFBAQAZGRl1H50QQoiLOpB2gDaebdCoNUyKmMSO5B0sjlzMQ+0ewknv1NDhCdFgbEpyBg4cWGHczQ033ABYblMpiiK3q4QQ4jI7lnmMyasn09azLR8N+oheAb0IdQ0lOjeaJZFLmNRqUkOHKESDqXGSExMTU59xCCGEsFFReRHPbHoGo9mIh8EDB60DKpWKSRGTeGn7S3x//Htua3kbWrVN32eFuGbU+Jmfn59P69at6zMWIYQQNnh799vE5sXi7eDNiz1etPamjwgdwfv73yepMIn18eu5Puj6Bo5UiIZR4ySnbdu2dOnShXvvvZdbbrkFZ2fn+oxLCCHEBaw9s5bFkYtRoeKN3m/gZnCz7jNoDUztOBW9Rk//Jv0bLEYhGlqNZ1dt3LiRVq1a8eSTT+Ln58edd97J5s2b6zM2IYQQVUgtTOXF7S8CcFfru+jm161SmzHNxjAidAQ6te5yhyfEFaPGSU6fPn346quvSE5O5oMPPiA2NpZ+/frRvHlzZs2aZZ11JYQQon69suMVcktziWgUwaPtH71oe7NivgxRCXHlsblOjqOjI5MnT2bjxo2cOnWKm2++mfnz5xMYGMioUaPqI0YhhBDneaLjE7Tzasdbfd5Cp6m+p0ZRFL45+g3DlwwnPi/+MkYoxJXhkooBNm3alGeffZbnn38eZ2dnli9fXldxCSGEqEZT96Z8O+xbQlxDLthOpVKxLWkbiQWJfH/i+8sUnRBXjlonOZs2beKuu+7C19eXp556irFjx7J169a6jE0IIcRZReVFHE4/bP29pnXJJkVY6uQsiVxCXllevcQmxJXKpiQnKSmJN954g+bNm9O/f3+ioqJ4//33SUpK4vPPP6d79+71FacQQvynvb37bSaunGjzcg09/HvQ1K0pxcZiFp9aXE/RCXFlqnGSM2zYMIKCgvjggw8YM2YMx48fZ8uWLUyePBlHR8f6jLFOzJ8/n4iICLp06dLQoQghhE3OTRc3K2aaujW16dhzxQEBvj/+PeXm8voIUYgrUo2THJ1Ox6+//kpCQgKzZs2iRYsWFfYfP36c6dOn13mAdeXhhx/m2LFj7N69u6FDEUKIGjt/uvjk1pPp6tfV5nOMCB1BI0MjUotS+Sv2r7oOUYgrVo2TnGXLlnHjjTei0Wis2woLC/nyyy/p2bMnrVq1YtWqVfUSpBBC/BeZFTPPbXnOOl38kfaPXPSYguwSzKaKU8b1Gj23hN8CwNfHvq6wBqEQ17JaDTzeunUrd999Nz4+Ptx///307NmTY8eOceTIkbqOTwgh/rMWHl3IzpSd2GvtmdVn1gWniwPEH8vi62e3sfLTI5USmQktJjA8ZDjPdXtOFlMW/xk1TnLS0tJ4++23CQ8PZ9y4cbi5ubFhwwbUajV333034eHh9RmnEEL8p8TkxvDBvg8AmNF1BsGuwRdsrygKu/6MBgViD2VwckfFAq3uBndm9Z1FW6+29RWyEFecGq9dFRQUxLhx45g3bx7XX389avUlldgRQghxAcEuwTzd9WkOpR9iTNMxF22fHJVDSvQ/U8S3/BJJkwgPHF3t6jNMIa5oNc5UgoKC2LJlC5s2beLUqVP1GZMQQvznqVQqbg2/lTf7vFmj20vxx7MBaNnLD69AZ0qLjOz8PbpSu8SCRF7b8Rqz98yu85iFuNLUuCfnxIkTbN26lS+//JIuXbrQvHlz7rjjDqDmRamEEEJc2KH0Q4S6huKkd7LpuG6jQglp54m9s57SIiMH18bR86bK080T8hNYdHIRBo2Be9vci6uda12FLsQVx6Z7Tr169bIu0vnggw/yyy+/YDKZmDJlCp9//jnp6en1FacQQlzzUgpTeOjvhxj3xzji821fa8o7yAVnDwOejZ0YeGcEBsfKA5W7+nYl3COcElMJv5z6pS7CFuKKVauBNU5OTtx3331s27aNo0eP0qlTJ55//nn8/f3rOj4hhPhPMJlNPLflOfLK8nC1c8XXwbdGxxXmllKYW1rtfkVRSIrKsf5+fnHAH47/QLlJigOKa9cljx5u2bIl7777LomJibz++ut1EZMQQvznLDy6kF0pu2o8XfycPctj+fa57RzekFBpn2JWWPnJYX57dx+xhzKs24cGD8XL3ov04nRWxUp9M3HtsjnJKSgooLi4uMK2AwcOMHbsWGbOnFlngQkhxH/F0YyjfLj/Q6Bm08XPKcor4/i2ZExGMx7+lZfXUalVuHk7ALDh+xOUFll6bXQaHbe1vA2Ab459I8UBxTWrxklOfHw8PXr0wNXVFVdXV6ZNm0ZRURGTJk2iW7duODg4sG3btvqMVQghrjlF5UU8s/kZjIqR64Our9F08XMOrovHZDTjE+KCfzO3Ktt0HRmCq7c9hbllbFscZd1+c/ObsdfacyLrBLtTZLkbcW2q8eyqp556ipKSEubNm8eSJUuYN28emzdvplu3bpw+fZrGjRvXZ5xCCHFNmn9gPmfyzuDj4MOLPV6s8WzV0mIjR87eouo4JKja47R6DQMmtuS32fs4tjWZpp19aNLSA1c7V+5oaZkhG+oWWjcPRogrTI2TnE2bNrFkyRK6d+/O+PHj8fX15fbbb2fq1Kn1GJ4QQlzb7mlzDwn5CdwRcYdN07mPbkqkrMSEu68DIW09L9jWv5kbbfo35vCGBNZ/d4JbXuiK3qDlsY6PXWr4QlzRany7KjU1lZCQEAC8vb1xcHBg2LBh9RaYEEL8F3gYPJg3YB5dfLvU+BhjuYmDay1TzDsOCUKlvnjvT/fRoTh7GMjPLGFHFUUChbgW2TTw+PylHNRqNXq9vs4DEkKIa53JbGJr4tZaH59+Jp/SYiNO7nY06+JTo2P0Bi3X3RGOi5c9Ye29rNsVRWFL4hYeXvsw2SXZtY5JiCuRSqnhsHq1Wo2rq6v1vm9OTg4uLi6V1rDKysqq+yjrUF5eHq6uruTm5uLi4tLQ4Qgh/oO+PPwlc/fNZXzz8bzQ44VanaMor4zc9GL8wmyrWGwymdFo/nnfVhSFW5bfwrHMYzzS/hEeaPdAreIRor7V5vO7xmNyFixYUOvArgTz589n/vz5mEymhg5FCPEfdv508VaerWp9HgcXPQ4utvemn5/glBUb0dtrmRQxiRmbZ/DjiR+Z3Hoyeo300otrQ417cq4V0pMjhGgoReVFjP9zPGfyznB90PXM7jfbprX/FEUhI74Ar0DnS4pDURQOrU9g17JoRk3tgEegPcMWDyO1KJVXe73K6KajL+n8QtSH2nx+X3LFYyGEEDUza/esWk0XPyfuWBY/v7Gb5R8duqQCfiqVitSYPMpKTKz75jhqs4bbW94OSHFAcW2RJEcIIS6Dv878xZLIJahQ8WafN2u1+ve+VWcAcPWytzlB+rc+45thcNKRlVTI3pWx3NT8Juy19kRmR7I9efslnVuIK4UkOUIIUc8Kygp4efvLgKUuji3Txc9Jic4lKTIHtUZF+0FNLjkme2c9fW9pDsDelWcoS1MzttlYwNKbI8S1QJIcIYSoZ056J97u8zb9m/RnSvsptTrHvtWWXpzm3XxxcjfUSVxNO3kT0s4Ts1lh3TfHubX5bYR7hDMseJjcshLXhBrPrhJCCFF7PQN60jOgZ62OzUoqJOZgBqigw/WBF2xrNiuoVNTodpZKpaLfbS1IiswhPS6fzJ3e/DLyl1rFKMSVqFZJTkJCAsuWLSMuLo6ysrIK++bMmVMngQkhxNXuZNZJHHWONHa+tLX99q+x9OKEtvPCw6/yauPnpMTk8vuc/bTuF0Cvcc1qdG5HVzt6jWvGhu9OYDaZLylOIa40Nic5a9euZdSoUYSGhnLixAlat25NbGwsiqLQsWPH+ohRCCGuOkXlRTy58UkyizP5YMAHdPbtXKvzmMrNJJ3OBaDDkOp7cRRFYduvURjLzRxal0DbAU1w9qjZba3wHr74hbni5uNgjf3307+jRs2E8Am1iluIK4HNY3JmzpzJ9OnTOXz4MAaDgcWLFxMfH0+/fv24+eab6yNGIYS46ry16y3O5J3BUedIM/ea9apURaNTc9tL3bjhkXb4hlQ/IyvuaBbJZ5Mhs1mxrm1VEyqVyprgAGxO3MwbO99g/oH5lBhLah27EA3N5iTn+PHjTJo0CQCtVktxcTFOTk688sorzJo1q84DFEKIq82a2DX8FvXbJU0XP59GoyaodaMLtvEJcaHjkCACWrgDcHRLEiWF5TZfKyOhgMJfPWmqbkl2aTZ/Rv9Zq5iFuBLYnOQ4Ojpax+H4+flx+vRp676MjIy6i0wIIa5CKYUpvLT9JaD208XPyUgowFTDcTIGRx09xoRx49T2NApwwlhq4sjGRJuvuW1xJMlRuQw5cxco8O2xbzErMlZHXJ1sTnK6d+/Oli1bABg+fDhPPvkkr7/+OnfffTfdu3ev8wCFEOJqYTKbmLl5Jvll+bRu1LrW08UBykqMLH1vH9+/sIPc9OJq2ymKUmG6t0qlousNIXQeEUyrPv42X7fvrS3Q6tSYEgy0y+xHdG70Ja2YLkRDsjnJmTNnDt26dQPg5ZdfZuDAgSxatIjg4GC+/PJLmwOYP38+wcHBGAwGunXrxq5duy7YPicnh4cffhg/Pz/s7Oxo3rw5K1assPm6QghR1xZHLmZP6h7stfbM6jsLnVpX63Md35pMaaERtVaFc6PqBxCf2pXKb7P3kRyVY90W2sGLbiNDsXe2faFNN28Hut0YCkD32BtxLHWV4oDiqmXz7KrQ0FDrvx0dHfnkk09qffFFixYxbdo0PvnkE7p168bcuXMZMmQIJ0+exNvbu1L7srIyrr/+ery9vfn1118JCAjgzJkzuLm51ToGIYSoK519OzO983R8HHwIdLlwPZsLMRnNHPg7DoCOg4NQq6uueWMymdn1RzR5GSUkReXg19StynaKoti0DETbAU2I2ptGakwefWMmsFL/GSezTtLCo4XNj0WIhtSgxQDnzJnDfffdx+TJkwH45JNPWL58OV999RUzZsyo1P6rr74iKyuLbdu2odNZviEFBwdfzpCFEKJaoa6hhLqGXrzhRZzalUJBdikOrnpadPOttt2JbcnkZZRg76Kn7XWVl3qIP5HFnuWxtO4XQLPOPjW+vlqt4rqJ4fz8xm6CsltxozIJjUpTq8ciRENqsGUdysrK2Lt3L4MGDfonGLWaQYMGsX171YvDLVu2jB49evDwww/j4+ND69ateeONNzCZTNVep7S0lLy8vAo/QghxpVLMCvtWW3px2g8MRKOr+m3aWG5iz4pYADoNDUJnp8GYnU3Ss89RsHkzAMmROSRF5rB/TZzNyzQ08neiy/BgAHoUDaape9PaPSAhGlCDJTkZGRmYTCZ8fCp+u/Dx8SElJaXKY6Kjo/n1118xmUysWLGCF154gdmzZ/Paa69Ve50333wTV1dX60+TJpe+sJ0QQvzbpoRNLDu9jIziS5tlGnMwg5zUIuwctBccOHx0UxIF2aU4udtZ2yXPmEnukiWkvTsbgDbXNUarU5Mel0/CyWybY+kwJIgBk1oy7KG2tXswQjSwq2qBTrPZjLe3N5999hmdOnViwoQJPPfccxccFzRz5kxyc3OtP/HxNS+QJYQQNfXdse94bstzrIldc0nnSThlSUZa9wtAb1/1iIKyEiN7V8UC0Hl4MFqdhoKtWynYuBEAv7Nf/Oyd9LTsbUmA9p9d4NMWGo2alj39UKtVJOQnMGfvHIqN1c/0EuJK02Bjcjw9PdFoNKSmplbYnpqaiq9v1feg/fz80Ol0aDT/3Btu2bIlKSkplJWVoddXnklgZ2eHnZ1d3QYvhBDnKTeVcyD9AMAl1cUB6DuhOc27+uDqaV9tmxPbUyjOL8fFy57wnn6YS0tJfeVVANzvuAP7Nq2tbdsPbMKRjYnEH88mPS4fr0Bnm2NSFIUpqx+h0Ynm/K79k1vaSXV7cXWwOckxmUwsXLiQtWvXkpaWhtlcsUjUunXranQevV5Pp06dWLt2LaNHjwYsPTVr167lkUceqfKYXr168cMPP2A2m1GrLZ1Qp06dws/Pr8oERwghLoejmUcpNhbjbudOmFvYJZ/vQss3ALTu64/eoMHOQYtGoyb9ky8oO3MGjZcnXo8/BoC5uBhTfj4u3t407eRN5O5U9q05w5B7W1/w3FVRqVSMOH0/xgQDh34/xvi2ZtSqq+pGgPiPsvlZ+vjjj/P4449jMplo3bo17dq1q/Bji2nTpvH555/z9ddfc/z4cR566CEKCwuts60mTZrEzJkzre0feughsrKyePzxxzl16hTLly/njTfe4OGHH7b1YQghRJ3ZnbIbsEwhr+2Hf35WCcX5ZTVqq9aoCe/hR0g7L8rOnCHz088A8J05E42zM3mr1xDV/zrS3rIstdPx7MKep/emXbCw4IUMHtMRBTMBSRGs2LCpVucQ4nKzuSfnp59+4ueff2b48OGXfPEJEyaQnp7O//73P1JSUmjfvj2rVq2yDkaOi4uz9tgANGnShNWrV/PEE0/Qtm1bAgICePzxx3nmmWcuORYhhKgta5LjU7uVxgG2LY4i9lAG/W9vQYvuflW2KSu2FAfU6v65ZZ/19dcoZWU49uyJ87BhAOgDm2DKzSVvzRq8U1LwbOxL2+sa4x3sgpNH7W7fhzT3xdR6A9oj3kQuy6esu7HaMUNCXClUio3zCv39/dmwYQPNmzevr5jqVV5eHq6uruTm5uLi4tLQ4QghrnLlpnJ6/dSLYmMxS0YtqdWK4zmpRfzw0g4UBW55oSuNApyqbLfll0hO70uj7y3NCWnnBYBSXk7WN9/iPHAA+vPqhp2ZOImi3btpdP/9eE97olaP7d8SspP49qUtuJR6EtDVgdF3y1I+4vKpzee3zf2qTz75JPPmzbO55oIQQlyLTuWcuuTxOPv/ikNRIKhNo2oTnILsEo5sTKQguxSN9p+3bpVOR6N77kYfHEx2SiHfPr+NnX9E4z5pIgA5P/+MubjiLaravn83dvenuHcMAIm7imo1LV2Iy6lGfY1jx46t8Pu6detYuXIlrVq1slYePmfJkiV1F50QQlzhWjVqxYbxG4jPj6/VeJzCnFJO7EgGoNOQoGrb7VkRi8loxq+pK00iPCjYshWHrl1QnzfpYtuS0+RllLBneSzOt7dEHxBAeWIiuX/8gfv48ZiMZo5sTOTEjmTGPNkRvcH2200TrruBz479QfPkrmz9NZLxz3axackIIS6nGr0izy+m5+rqypgxY+jXrx+enp6V9gkhxH9NI/tGtPduX6tjD66Nx2xU8GvqWu3aU7npxRzfakmEut8YRsmxY8Tffz8xo8dgKigALL0zQa08rMds/CkS4413A5D97beW9avUKg5vTCAjvsB6Plu18mzFK9MeJrynHyOmtJUER1zRapTGL1iwoL7jEEKI/5ySwnKObEoEoOMFenF2/xmD2awQGOGBX6gzsbe8DGYzhvBwNE6W21sqlYrW/RoT0dufNV8c5fT+dLbFNaaTmx9ERlFy7Bj2rVrR4fpANnx/kgN/x9G6fwAaje29T67Ozgyc1LJ2D1qIy8jmZ/eAAQPIycmptD0vL48BAwbURUxCCHFVOJR+iHvX3Mv3x7+v1fEp0bmYTGYaBTgS1LpRlW2ykgo5ucuy1E23G0PJ+flnSg4fRu3khPeMijNLMxPj+faZR3HzOkGjACeKC4wc6/ccgcv+xL5VKwBadPfF3kVPQXYpUbtTK12vphRFYXfKbjYlbCLhZDbG8urXEBSiodic5GzYsIGyssq1HEpKSth8dlE4IYT4L9iRvIOdyTvZm7q3VscHt/Fk0us9GXhnRLW3fWIPZ4ACoe298HAsI23OewB4TZ2KztsbgK2/RnJiRzJrPnmfjPgz5KQmMvyhNhicdLgEeaEL/KeXSKvT0G5AYwD21WLhznNWxKzg7tV3s/S7bfz+3n72LI+t1XmEqE81HnV26NAh67+PHTtWYRFNk8nEqlWrCAgIqNvohBDiClYX9XEcXe1wdK2+dk3HIUH4N3PD4KgjddZLmPPzMbRqhfuttwCQkVDAgb/jMZUdp7zwOAA9xt6Ki6c9457phEsje1RqSwJlKihE4+RI674B7F15hqykQs4cySS4jafNcV/X5Dpc9C5E6g8TRlf2rYkjrKN3rZaNEKK+1DjJad++PSqVCpVKVeVtKXt7ez744IM6DU4IIa5U5aZyDqQdAGxfr8psMpOZVIhXk5olBL6hrhTu2EHeH3+ASoXvSy+hOruG354VMShKKUr5FgB63HgrJT8lYj/WAQdvHaBgKigk6bkXyNh3krbLf8LOxYVWffw58Hc8+1afqVWS46BzYHyL8XxR9gWZ/rE0Sgpm7TfHuXlm51qN8xGiPtT4mRgTE8Pp06dRFIVdu3YRExNj/UlMTCQvL4+77767PmMVQogrxpHMI5SYSmpVHydyTxo/v76bv746Wm2b7JRCCrJLrb/r/Pxw7NkT99tusy7AmZlYwOl96RiLt2Msy8fdz59mSjvKkwuJ/OBvvp32GLuWLcasN7Anuyk7WzzCmW//AKDdwEDCOnrTa5ztxQvPuTX8VrRqLX/6fYHWQUVmQkGtVjsXor7UuCcnKMhyT/ffC3IKIcR/UW3Xq1IUhX1nEwF3X8dq22z84SQpMXkMuiuCpp280QcF0eTLL6C8/J8YlsdiNmVgKjsAQPdb7mJj3AmCmrhQfCyJ7Iwktv70Lf4tWmH0D8OUo2fDXgN+uSU4uRsYer/ti3Wez9vBm2HBw/gj+g+S2x/Aa1s7dq+IJaS9F438qy5qKMTlVKNX5rJlyyg/+8JatmzZBX+uVPPnzyciIoIuXWzrVhZCiKrUdjzOmSOZZCUVojNoaNO/6nGMCSeySTyVg6IoeDdxsG5XqVSozhb/s/TipGEqOwGKmSaeEezbd5Ijx46woegg4X2uI9AxAkUxs+LdNxnwUFsMpVkU691Z8e5WTKa6+cI6McJSWXmp8jW+EU6YjZYETYgrQY16ckaPHk1KSgre3t6MHj262nYqlQqT6cqcRvjwww/z8MMPW9e+EEKIS+Gsd8ZB62DzeJxzvTit+wRg56CrtF9RFHb8Hm1p09ufnOenUejnj/e0J9Cc9961Z0UsAC16jqaxQydSjmSyNc1yXGFhIYktSunvfDdLfniNgoJs1s/7gD5NG7Mu1pGUdDu2/hpF3wnNyc8qYd+qM6jUKvreYvuahC0btaSrb1fSitII6KHBTt0I31BXS/FBKRQoGliNkpzzb1HJ7SohhIA5/edgNBvRqDQXb3xWUlQOyVG5qLUq2g1sUmWb2EMZpMXmodWrCddHkrFpMyqdDo+77qyQ5LTq409RXhmdhwRj/KGYSF0aAB4eHmRlZbFjxw4efPBBBpseZun3b3Im8TDBXVsTseY7Dre8h8PrE/AMcMLdz5EjmxJRa1V0GhqEo5vtq5S/0+8d3OzcLLftrs61m8U1yuYh8CUlJfURhxBCXHW0aq1NvRXnBuWGd/erMplQzAo7l1kWwGzboxE5770NQKP778cuJKRC28LsYwy5Lwz7pAJMeWX0cIzgzomTmDx5MjqdjtTUVGJiYggZ1YMeQy3Tzbf8+Ssebd0IibEMPt788ylcvezxa+qK2ahwcF287X8EwMPgUat1u4Sobzavzubm5kbXrl3p168f/fv3p2fPntjb29dHbEIIcUXKLc3F1c62296lxUbS4wtABR2uD6yyTdTeNDITC9AbNASe+p289HR0QYE0uv++Cu0y4mJZ/v7b2Dk4MjTwHuyww/m6JviF+QPQu3dv1Go1vr6+AHS761aS0yIpLy3Fd/BIPFbvQe/tTviAYBxc9HQYHERy1CGObkqk07Bg7OxtX7gToMRYwpoza+jnPpDCzHL8m7nV6jxC1BWbn8l///03mzZtYsOGDbz33nsYjUY6d+5sTXquv/76+ohTCCGuCOWmcgb9MggfRx8WDl2Ip33NaszY2WuZ+GoPkk7n4ObjUGWborwyNDo1HVuWkTfvRwB8X/gfart/en3Wf3ecqB2foJjNePs0ZXd5DB1dmhHQ2dfapl+/fhXOq1KpGPHYU2jt7Cg9lk1JsZGI9BIa2VtutQW3boS7nyPZyYUc3ZR4wXW0qqMoCrf8eQs5SSXEH3LCzkHLPe/2sRYiFKIh2Ny/2Lt3b5599lnWrFlDTk4O69evp2nTprz99tsMHTq0PmIUQogrxrn6OHmleTQyVL3eVHU0OjVNwj2q3d9uYBPueKkr7ms+A7MZl+HDcOrdy7o/K7mQw+vWkZd+Go1Oj6JvwgltIqt0B1Au8m6ut3dArdagD3ZB19iJwrxs0j87RNGRdLJTi3D2sCRSB9fGYyq3feylSqViUNAgsu2TMauNlBYZyUkrsvk8QtSlWvVJnjp1ig0bNlh/SktLueGGG+jfv38dhyeEEFeW8+vj1HQ8TnpcPo0CHFHXoBKwLjcFY2KCZQHOZ2ZU2Ldz2QnKizYBEDHsRrZHxYICg0cMQa2ueG5FUTh27Bi7d+/m5ptvxtHRUpNHsVNxWL+Nowl/0Tu+mOKY69no2YXSUhN6g4aivDJO7kwhord/jR7b+ca3GM+nhz4l1TEOv/xQUmPyqq0FJMTlYHOSExAQQHFxMf3796d///4888wztG3bVqYKCiH+E84lOTWdOl6UV8bid/bi6GbHTU91wsFFX6lNzMF0DE56/MJcsQsNJXTlCkpPnEDn421tk51SyMmtv4NSiJOnL9H5xSiKQqtWrQiPaFnltbdu3UpSUhK7d++2fglVq9VkJsVjVIzs8zDTK2oN4d6dOQiUlZgI7eBFUBvbeqjO8XbwJsApgFSnWPzyQ0mJySO8h1+tziVEXbD5dpWXlxdFRUWkpKSQkpJCamoqxcXF9RGbEEJcUSqsV+VTsyTn0HrL7R+Dow5758p1ccrLTGz4/iRL3tlLzMF0ALTu7jj26FGh3eZF2zGV7gfAr98gUlJSMBgMDBs2rMrrqlQqepw9x+7du60FXdUaDcMfnY7B0Yk8BzuOOxbROD+aEL3l4yD+WBYlBeVVnrMm2ni2Ic05FoDUmNxan0eIumBzknPgwAFSUlKYMWMGpaWlPPvss3h6etKzZ0+ee+65+ohRCCGuCEczj9q0XlVZsZEjGxMB6DQkqMoe78MbEijKK8NPicM9aR+KolRqk51SSPyxUjR2bfFp1YWDx04BMHjAIJycql8+ISIiAhcXFwoLCzl8+LB1u3MjT4Y+PA2AWC83koo30GN4EAEt3CkvNbHi40O1TnTaeLYh1ckyVT4zsZDy0iuzQKz4b6hVYQM3NzdGjRrFs88+y8yZMxk3bhy7d+/mrbfequv4hBDiimHreJwjmxMpLTLi5uNASLvKs7DKio3sW30Glbmclid/IPmJqeT89FOldntXnQGVPc26T8DOpykmzPirGtG+Q4cLXl+j0dCtWzcAtm/fXiGBCuvUlXY9+wKwpyQdpXEhQ+9rjYungbyMEr59YTvxx7Mu+hj/rY1XGwr1ORTr81DMCulxeTafQ4i6YnOSs2TJEh577DHatm2Lj48PDz30EAUFBcyePZt9+/bVR4xCCHFFaO/dnpub38z1QRcvlWEsN3Hwb0txvY5DAqucSn1gbTylhUZaZG2ElHg0np64jBhRoY3JaKTLiGAievvTeUgg3dJDaGcMYnif61HrLl5tuWPHjuj1etLT0zl9+nSFff2nPIGbWku5VsPy997EzkHDsPtao8KSgO39I/qi5/+3lh4teaPPG3QdGcqgyRG4+8nAY9FwbB54/OCDD9K3b1/uv/9++vXrR5s2beojLiGEuOJ08e1S4wHHJ3ekUJRXhpO7Hc27+lbaX1JQzoG/47AvTsf/5HIAfJ55Bo2LS4V2m39YQEZ8HAMmP4guppDyAhPdXVvh27dm6yfY29vToUMHdu7cyfbt22natKl1n1anY+itd7F0wcc0iTqDUlyMm6sd3X0NbE8pITE6j6TdKfh3qRx/dQxaAyPDRsLF7+YJUe9sTnLS0tLqIw4hhLimJEXlANB+UCAabeVO831rzlBebKRd/GIoL8OhR3dcbqjYi5MWG8O+lX+gmM0cObCf0H2WW17OA5qgquKc1enevTtJSUl07Nix0j7/G0Zx49YduA4ZjMpgQOuood30zsS/uouE3DJ2f3eCPoCHDYmOEFcKlVLVKLdr2LlVyHNzc3H51zcmIYSozoG0A6hUKiIaRaBTV54lVZWkyBw8mzihN1T+PnlyRzInP/qZZrs+QaXTEfL779iF/rM+laIofDrlMQqzYvBo05UzRjM+ZldG2ffA/6muNiU5tsjPykCj1ZGfpvDru5YhCDoVjBobhu/1NauEnFGcwfLo5RTEmeihGUiLbr44utq+8KcQ56vN57esqCaEEDUw/8B87lhxB7+e+rXGx/g3c6sywQFo1sGD8NglADS6794KCQ7A3hVrKMyKQVHrSdNaEgRfsxuuA4LqLcGJO3KQb55+jNUfz8U7zNW69lS5An/9dpqsdXE1Ok9uaS7v7nmXzL91bF9ymuQomUouGoYkOdcQs9lEanQUxvLa17gQQlRmS32cnNQiSgov/hpU29nh/8YbOPbuTaP776+wr7SoiK2LFgKgCutCcUkxHm7u9O3dF8dOPhc8b1lCIkpZWZX7ioqK2Lx5Mzt37qy0z5idTcnyFZTl5xO9bzf7VvxO52HB1v15ZthxNKvKKe7/FuIagqPOkRQny4rqUi9HNJT/TJIzf/58IiIi6NKlZoMGr0YLp03hu5lTSYk62dChCHFNObdeVU3q42z44SRfP7uN6APpVe7fuSya49uSMJvMOPXuReAXn6M2GCqe45uvMZbmY3L0JV9bCsDIG0fRaGjYBXtx8las4PSgQcQ/+BCKqXJ9mujoaNauXcvGjRutxQHPMRcWYvr6O1omWMZdbvp+IVp9Bs06e9NxSBBqjYqYo1nsWRELgGKuPtlRq9S0btSaVCdL29RYmUYuGsYlJzl5eXksXbqU48eP10U89ebhhx+2ruNyrfIMtNwvTzxxrIEjEeLaUtP6OKkxeSSezMZcbsYr0LnS/pzUIvaujGHL5ztJjyuo8hwmYzlRu/egqFQYA0MByzTwkJCQKtufU56aRvJLLwNQuG0bWV9/U6lNy5YtcXV1paioiEOHDlXYp2/cGOeBAwjMzKOJkxtmk5EV779Dv9tC6TEmjH63tgBg1x8xnFgeQ9pHBzDllVYbTxuvNqQ6W4oCpp3Jx2SyfdFPIS6VzUnO+PHj+fDDDwEoLi6mc+fOjB8/nrZt27J48eI6D1DUXOPwVgAknjjawJEIcW2p6XpVx7YmAdCsqw/OHoZK+3f9GYNf4hZ67nkV/a5VVZ6jILsc9Ldi9OtLGWXYY0eHtMaY8qq+BQWWQcrJzz+POS8PjZcnjn374HrjqErtLlQcEMBj0iRUQMv9x3D2aEROajJ/fzEfRVGI6O1Pm+saA7DxzxgK4vJJ++gg5dWsNN7aszW5hnTKtSWYys1kJlSd1AlRn2xOcjZt2kSfPn0A+O2331AUhZycHN5//31ee+21Og9Q1FzAuSTn5HHMZimlLkRdqOl4HEVRiD9mqRDcrEvlcTOZiQXEboskLPp31OXFKKVV94IcXJcAipqQJl3xdfGiZ1lztBlG1A7VV/zI+fkXCjdvRqXXE7RgAU0+/RRto6oX2TxXHDAjI4OoqKgK++w7d8auZUu0RcX0DolApVZzYutGjm/eyOENCWQmFhDcthEDbm2Oo7cDppxS0j4+SGls5TE3bT3bgko5b1yO3LISl5/NSU5ubi4eHh4ArFq1iptuugkHBwdGjBhBZGRknQcoas4rOAS9vT1lxUVkxJ1p6HCEuCbUdDxOblox+VklqLUq66yk8+1cFk3TqN/QGYuxi2iJ+223VthfWlTIvpXL6HpDED1vakq/kW25oagjwWavC9bFKUtIIHXWLAC8nngCu6ZNK9xSK9yxs0KPjcFgsNbL2b59e4VzqVQqPCZNAkC3YhW9xt1Gm4FDCO7QlV1/xpB0KodmXXxo1rcxXg+1Qx/ojFJsJP2LwxQdzqhwLi8HL3wcfEh3sszIknE5oiHYnOQ0adKE7du3U1hYyKpVqxg8eDAA2dnZGAyVu2fF5aNWa/Bv3hKAhONyy0qIutDaszXfDvuW//X43wXH48Sd7cXxC3NDp6+43EJqTB7ZG7bhl7oLVCr8XnoJlbZiz8y2X35g/cLPWD7/bTpcH4hjahEUGNG6G3DsWP2MKq2nJ+7jx+PQpQsekyZW2Jf84kvE3XUX2d//UGF7t27dUKlUREdHk5qaWmGfy4jhaBo1wpiSQrjBmcH3P4qDswNtz96q2r8mDkVR0DjqMNzUjFhXAxgVsn44TsHWxArn+mLwF8y671lueqYT190eXu1jEKK+2FzxeOrUqdx+++04OTkRGBhI//79ActtLFnioeEFhLci9uA+Ek8cpeOwkQ0djhBXPZ1aR3vv9hdtd24xy8AIj0r7dv52khaRloU33W6ZgH3bthX2p8fFsn/VH5h1ek6Uqfhr9RrCdzmhAlyuC7zgjCq1wYDPjGdQystRaSomV3Znl3BImzULh04dMbS0fAlyd3endevWqFQqtP9KttR6PR533UnZmTPW9gCt+/iza9kGMuKDiD+ehW+IK4tn76corwx9hDv+SQWUJRWiKIo1GQx2DQbXi/7phKg3Nic5U6ZMoWvXrsTHx3P99dejVltefKGhoTIm5woQ2rELZpOJoLYXXp1YCFG3et/clKBWHjQOr5zktC7ZSmlRKmp3D7yfeKLCPkVRWPvlx5jNZsqCIig3GjlzPJrwwgg07gYcOnpXeT1jZiYaNzdrYqPSVa7C7H7H7RRu307BunUkPjGNkMW/ona0LJg5duzYanumPO+7r8LvZrOJFfPfoCRnLzrHG9i32p3RT3SgzXWN2fl7NHtP5OB5QzABQ4JqtDq7EJdLraaQd+7cmREjRpCYmIjRaARgxIgR9OrVq06DE7bzDg6l5823EdCi5cUbCyEu6FjmMV7d/iob4jdctK2rlwOt+zXGzceh0j5nJzVoNPg+O6PSApzHt2wg8cRRjC5elBu0aNQa+qhao0JVbS+OUl5O/AMPcuaOiZQlJFbaf45KpcLv9dfQ+vpSFhtLyiuvVthXU2q1Bq8gyxT28qK/iD8WS9qZPDoNDaJpZ2/MZoX16xLIz644mFpRFN7c+Sb3ff04K7/ez5FN1ccqRH2wOckpKirinnvuwcHBgVatWhEXZxlU9uijj/LWW2/VeYBCCNFQtiRu4edTP/PH6T9qdfy5Ab9ejz1G2PI/cbnhhgr7S4sK2fTdV5g1Wkp9LXWu+l/Xn+YP98R9XPNqe3EyPvuMkiNHKD19GpXuwh3yWnd3At59B9Rqcn//nZylSyvsT0tLY8WKFZRVUSW5+MhRkp6ZQXlqKr3G34FfsxaglFJeuIK9K2NQqVQMmNQSr0BnSgrKWfHxYfIOpZP57TGKDqShUqnYnbqbvJRSordnV1sgUYj6YnOSM3PmTA4ePMiGDRsqDDQeNGgQixYtqtPgRO2UFBYQuWsbJ7ZtauhQhLiq1bQ+ztbFURzZmEBp0T9VhBVF4bfZ+9i2JIrSonL0wcGVek+2//oDhTnZlPmGoWjAw82Tnj17otKqcezsU2UvTvHRo2R8/AkAvi88j87nwss8ADh07ozXo48AkPrqa5hycgAwm838+OOP7Nq1q1JxQIDUt94k9/ffyf7xRzRaLSMeexqdwQHFlAzmHQDo9BqGPdgGexc9mYkFbPw9mqIjGRQdssy2auvZljSns0UBY/MuWClZiLpmc5KzdOlSPvzwQ3r37l3hBduqVStOnz5dp8GJ2kk6eZxls99g28/fNXQoQly1KtTHuUCSU1xQxoG/49j44ymMZf9U9T297QyNlr5L9J87MVfzwd5mwBB0/i0od7FUR75x4FDUF3hbNpeWkjxjBhiNOA8eXKln6EIa3X8/LsOHETB3Lho3NwDUanWF4oBmc8WqxOemk+f8tAhzSQmu3j4MfegxAI5t+pPYQ/sBcPYwMOyBNqg1KgqMCuUKlEZmo5Sbae3ZmiyHJMwaI6VFRnKqKR4oRH2wOclJT0/H27tyF2phYaEMOLtC+LdoCSoV2clJFOZkN3Q4QlyVztXH8TB4EOoaWm27hBPZoICHvyOObpbVws1mhcS35+KdcYD2kQsxVFPIT+/gTbmqM5jVtG7eHt3vGaTM2UN5RnGV7dPff5/SyCg0jRrh+9KLNr3nqjQaAubMwalP7wrbO3TogJ2dHZmZmZWKAzoPHIjO3x9TTg55f/4JQPPuvWl3/TBQFNZ8+j4mo6X3yi/MlRsebcdNMztj726HUm6m5HQObTzbYFabSXeMByAlWurliMvH5iSnc+fOLF++3Pr7uRfZF198QY8ePeouMlFrBkcnvJqcW8dK6uUIURvW9ap8Lrxe1bkqx03Omzp+avFWPE/+BUDAi8+hUld8qy0rsSQxJ3ekYCjyIcJ1IAP822EuKAezgtbdrtJ1ivbtI+urBQD4vfIyWo/Ks7hsUZaQQOGOndjZ2dGpUyegiuKAGg3ud9wBQNbX31jHGPWbdC/B7bsS2HYi+9f8M5i4SbgHeoMWQ0tLteWS45k0dWuKvdaeZMdoQIoCisvL5iTnjTfe4Nlnn+Whhx7CaDQyb948Bg8ezIIFC3j99dfrI0ZRCwEtLUs8JEiSI0St1GQ8jqIo/9THaWlJOozlRvLfews1ZozteuM+qH+FY0qLClnwxIOsW/Apba7zZsTDbel7YytKtliK8rkMCESlqfzWrHF2xi48HNfRo3EeOPCSHlvJ8ePEjBlLwuOPU56cTNeuXVGpVMTExJCcnFyhrdu4m1A5OFAaGUnRjnPjcOzoMPQhTu+HA3/HUVZirBhrU1dSy80UH89CrVIT0SjCulhnakzlJSCEqC82Jzm9e/fmwIEDGI1G2rRpw5o1a/D29mb79u3WbwOi4QW0iABkRXIhakNRFLJKLMnLhZKc7JQiCrJL0WjV+J1dyuHk21/hlHUak8aOpu+8XOmYbb/8QH5WFrujYohLSCS4jSeOyQWYC8rReFRfF8euWTNCFv2E7wvPX/LjswsLQx8UhDk3l8TpT+Hq5ESrVpYvRjvOJjLnaFxccBs9GoCsb761bg9p54mbjwOlRUZ2/LaD5KiTAJSVGFn05TF2FJrIzy6lPLGAtp5tUXlbeq+MZWbMsiK5uExsLgYIEBYWxueff17XsYg6dK4nJz02htKiIuwcKtfuEEJUTaVSsXjUYlIKU/BxqH720rlbVX5NXdHpNZSnZ2D+6TPUgDJmMvaB/hXan6tsXObpS5nOwNKlS3lsyqPkb0wAwOW6JpV6ccwlJajPzmRV6fWo9PpLf3x6PQFzZhMzZizFe/eS8dFHdB87lujoaBpVsbCn+8Q7yF+/HvuOHawVjVVqFR0GB/L3VyvZvfR3TmxuxKS3P8Dg5IRPiCvxx7JIstcSXG7msY6PMa3zNIpHl2HvdOnxC1FTNvfkrFixgtWrV1favnr1alauXFknQdWH+fPnExERQZcuF54Keq1w9vDE1dsHRTGTEnWqocMR4qrk6+h7wfE4hTmlqNQq63ic7G++RlteiNEvlPDnHqzQ9lxlY6NWT5mnJflp16wHZfsyqu3FMeXlET3iBtLf/wClijo2l0IfGIjvK5aepoyPP8E9IZFp06bRt2/fSm3tQkJo+vdfeN53X4W/R4uuvjh5BKNSO5Ofmc6aT99HURRadPMFIMEM+mAXtGrL92lJcMTlZnOSM2PGDEwmU6XtiqIwY8aMOgmqPjz88MMcO3aM3bt3N3Qol83Qh6dxz/tfENimXUOHIsRVxazU7HZKz5uacu/sPrTqbUlaGt1zDwFzZtP0vdfR2VccPHx8ywYSThyl1D8EVCr0JR5EhEdQllAAgMuAyr04qa+/QXliIrnL/0QxVhz3UhdcR4zA7eZxoCgkPfUU5FU/KPjf62IBaHRq2g9qis5xBKAmctc2Dv61ktD2XujsNORllJBy+p8xOIqiUGYqq7AquhD1yeYkJzIykoiIiErbw8PDK00/FA2rcXgr3Hwu/E1UCFFRuamcAT8P4KG/HyKv7OIzgfT2WuwcLOtGadzccBk+HPv27Su0OVfZuNzdC5O9IyqzhrBGHWkc7kGjW8PxeqAtDh0q9uLk//03ub//Dmo1/m++hbqebjn7PPss+rAwjOnpZH76KWazmZMnT3Ly5MlKbRWjkbxVq8hb9U9vfqu+ARicAtDa9wFgwzefk5MSR1gHLwBObE3CmFHMxwc/ZvDCEXz11t/8+MquenksQvybzUmOq6sr0dHRlbZHRUXheHbhNyGEuFodyTxCZkkmxzKP4axzrrad6V+DZ+NPZLHq08NE7kmt1DY9LpZSs5kynyYAOBYE02tUK+t+uxDXCr04xsxMkv/3IgCN7rkbh471t+Cu2t6egPfm4HHnnXg9+SQHDhzgxx9/ZPXq1ZWKA+Yu+4PEqU+Q9u67KGd79O3stXQYHEinEaMIbN0RU3k5K+fPoXk3y1imyB0pZCyNQqfWkaGkYEzQk51cSEF2Sb09JiHOsTnJufHGG5k6dWqF6sZRUVE8+eSTjBo1qk6DE5fu0NrV/P7u66ScjmzoUIS4KtS0Ps6St/fyy1t7yEjIByBt9nsYl35L0u7KPdqNw1vRevydKCo12jIXQvxa4qlVYSosr9RWURRSXnoZU1YWds2a4fnoo3X0yKpnaN4cn5kzUOv1tGrVCjs7O7KysoiMrPi+4TJsKBpXV8oTEijYsMG6vfPwEHrf3IIRjz+JRqsl/UwM9k6FOLroKVcg+VQ2rVxaYtSUk+dkWb9KigKKy8HmJOftt9/G0dGR8PBwQkJCCAkJoWXLljRq1Ih33323PmIUlyBm/x6idm8n7sjBhg5FiKvCrhTLrZQLLuWQX0bamXzSYvOwd9ZjLivDbvsfhMX8gb9P1eNNunXui2teBM65zegyNJisH06QMmsXZWeTpHPy/viD/L/+Aq0W/1lvoa6D2VS20Gs0tNJbxhP9uzig2t4et/HjAUtxwH9zcHGly403M+jeKTi6uzNwcgRDAx3xUqsIyw5AhYoEB0viJPVyxOVQq9tV27ZtY/ny5UyZMoUnn3yStWvXsm7dOtzOrocirhyNz04ll8rHQlxcmamMg2mWLwQXSnLiT1imjjdq7ISjqx0Z67ehMZZSqnehyeB/jovavYPTey1JU+LJbOyKPWkS4o9bVjHmwnLUznp0fk4Vzq2Ul6Oyt8fr4SkYqhj/WN+Snn2WgO++Q6UoxMbGkpSUVGG/++23gUZD0a5dlBw/XmFf4qlsslJb06RVP+ydnGnS0oNGbS1jc7SnSglxDSHVORaA1BjpyRH1z6Y6OeXl5djb23PgwAEGDx7M4MGD6ysuUUesRQFPHkMxmyuVlxdC/ONIRs3WqzpXH+dcleOM5etQAcWB7TA4WXpBSosK+evzD8lBy/Db8mnXfyDewS6UFxsp+M6SHLhcF4hKU/GWmNtNN+HQtSs6P796eIQX53HbbeStWEngmTOcCQ5mx44djB071rpf5+uLy5DB5K1YSda33+H/xj+V7g+tSyDuaCYOLjoG3ml57zG09KBgSyLFJzJpM6ANG1K2AZAWl4/JZEZTRXVnIeqKTc8unU5HYGBglVPIxZXJOyQMnZ2B0sJCMhLiGjocIa5oNRmPoyhKpfWqyvdYbusYevSyttv28/fklZso9Q9mze59lJSU4O7riH18PubCcjSNDBVmVJ0/rVrfpAkqba1qtV4y+/bt8Z76OM1PWuprHTl8mLx/TS13nzgRsNxaM2ZmWrd3GBIIwMkdUez5cxlxRw5R7KBlZ7GJTamltFQ3JdeQjlFXiqncTObZ6fNC1BebU+jnnnuOZ599lqysrPqIR9QxtUaDX/NwABKPyy0rIS6ksXNjuvl2o1dAr2rbZCUXUphbhkanxq+pK6XxCeizElBQ4XPDAADSz8Swb80KSvyCAWgW2gKDwYC5zPRPdeMB//TilMXFEXPjaIqukDpeHnffTZOICLzS0nArLCT/X+/39u3bY2jbFkOrVhWSHJ9gF1y97SkrOsDGbz/j0NpV2DnqSS01k2VSCDwTSDe/buiDymnS0h2zWerliPpl81eFDz/8kKioKPz9/QkKCqo0bXzfvn11FpyoG43DWxF3+AAJJ47SfsiIhg5HiCvWiNARjAi98GvkXC9OQDM3tDoNGX9vBCDfPZTwNo0tlY2/+piSRr4oejvstA4krDWwxyGWFo7af3px2lt6cRSTiaSZz1J66hTpH84ncOGCS65tpZjN7FiyiLaDhuLo5m7z8Sq1Gv9Zb9Hv5ptRJ6egtneAl1/6Z79KReCXX6BxrjjFXqVSEdrOi+ykUEwlu4g9uBc7BzWNw1yJP52LRtOYL4Z8AUMu6eEJUWM2Jzmjzy7UJq4eAeGtUGu0mE11XzFViP8aDz9HmnbypnG4JXnQGotQOzgQcsdw1GoVxzavJy42lvLglgDYZ4WhMmvxDnLGHJ8PGlWFXpyshV9TvHcvagcH/F5/rVYJjmI289cX8wnv2ZfA1u3Yv/pPtv3yPQfWLGfoQ1MJ6dDZ5nNqPT0Jef114u65l9zff8fz/vvQBQRY9/87wTkntIMX+9b4olLbU1pYSNLJY7S8rjHxp3OJPJBOj3HNUKmlQKm4PFTKf6y+dl5eHq6uruTm5uLi4tLQ4VwWJqMRs9mETm938cZC/EdF50bjZueGh8HD5mOVsjLMZeWYtRo+f+xeMjz8MRsc8HENwnwyCJ8QF256uhMqlQpjTgkaZztUGhWlkZHEjL0Jpbwc31dfwf3mm2sV+7ZffmD7rz+gtbPjvg++pCgvl+Xvv0NGXCwAHYeNos9td6GtxXT0rB9+QNu+PaeKiujYsSPqf01eMOXkkP/337jedBMqlQrFrLBwxlZykpdhLjtGpxvG0HvCXSx4ZitlxUZGP9EBxyAVWSVZ+Gkao7PToNVXXjJCiH+rzee3DGv/D9BotZLgCHERb+x8g36L+vFn9J81PsZYZqK0qByVXo/GyRGdwUCTQSMxGxwwGAwoMZaejy43hFh7aLRuBlQaFUp5OUnPzEApL8exbx/cxo2rVdyndm5l+68/ADBg8gM4uLrh2SSI21+fQ4dhIwHYt3IZPzw3jYz4Mzaf3+2WW/hqzRr+/PNPTp2quNivubSU00OHkfz8CxSfHaqgUqsIae+Fu59ldlX0vt1o9RrC2nkC8NfP2+izqA8/vLuFr57aQuKpnFo9biFqwuYkR61Wo9Foqv2pjfnz5xMcHIzBYKBbt27s2lWzdU1++uknVCqV3EKzgakeFvkT4mp3fn2clh4tq22XHJVDdkqhdSZU7K4zfDl9C38vOGZtM2jkKDp27Ehoow4oZVp8QlzwUsyUJVWcSZTx6WeUHDuG2tUVv1drd5sqLTaalfPnANBx+I20ue6fsh5avZ4Bdz3AmGdexN7FlfS4WL6f+QTHt2606RpqtZrWrVsDsOWvv8j88st/9tnZ4Xz9IACyvvnWur3vLc259aXxqDUaspMSyE5OpFkbS5JTnGRAa9KRrkoGIEWKAop6ZHOS89tvv7FkyRLrz6JFi5gxYwZ+fn589tlnNgewaNEipk2bxosvvsi+ffto164dQ4YMIS0t7YLHxcbGMn36dPr06WPzNf+LMuJi+eaZx/j2mccaOhQhrjg1rY+z8adT/PDSTk7vsyxNUDTjQbptfwmHvH/KM9jb2zOo/1CyD1l6TzsNDiTntyjS3t9PSVQ2YJkuXnq2V8T3fy+g8/HGVoU52Sx9+1WMpaUEt+tIvzvurrJdaMcu3PnOhwS364jZbMLdx/b6O127dkWtUpGQmcmJL76kYPMW6z73OyzTyfP/+ovyxEQA1GoVdg4ONG7ZGrVGQ1psNI07eOHvpKWVQYObxo0UpxhAigKK+mXzwOMbb7yx0rZx48bRqlUrFi1axD333GPT+ebMmcN9993H5MmTAfjkk09Yvnw5X331FTNmzKjyGJPJxO23387LL7/M5s2bycnJsfVh/Oc4unuQHmtZWLUoLxcHF9cGjkiIK0dN6uMU5pZa67r4N3OjLDERXUY8WlQ06taC41s3kpuSTItefSnINqDRqfEIcKJRbgl5hUa0jQzYhbgBlllIAfPmUrRzJw7dutkcr7G8nGWz3yA/Mx13vwBGPP406gv0pDu6uTN2xkukRkfh27S5dXtBViZOHo0uej0XFxdat2nDoUOHONmiBV7PPEPI0t/QeXtjaNEchx7dKdq+g6wffsDnqaesx/Wb+CDGcj3+zSyLdQ64PpD89fE0VTUhysly6ywtNg/FrMhgZFEv6mxMTvfu3Vm7dq1Nx5SVlbF3714GDRr0T0BqNYMGDaq0Zsr5XnnlFby9vWuUUJWWlpKXl1fh57/I3tmFRo0thboSTx67SOvaU8wKZcVyS0xcXXanWpKcrr5dq22TcMLSC+PZxAkHFz3pyy3vd3muoQR0CGTLmlX8tW0HOzeso0lLDya93pOBt7egYLOld8N5QMXqxiqVCsfu3Ws3XVxRcPP1w87BkdFPv4DB0emih6jU6goJTlpsNF8+dh8bv/sKk7HyQqH/1qNHDwDigwLJLykm6ZlnrCuRe0ycBEDOL79iLioCICkyh8XvRrHum2jr7T3D2QrRzTIbk+WQhFljorTISE5akQ0PXoiaq5Mkp7i4mPfff5+A86YX1kRGRgYmkwkfH58K2318fEhJSanymC1btvDll1/y+eef1+gab775Jq6urtafJk2a2BTjtSQg/OwSD/VUFDD6QDrfPr+dLb/Iiufi6lHj9arOLeVwtspxzt8bAChv3onyknxSC4owObthcrDM+tDba9GezsFcaETraY9De2+K9u4l8amnMeVe2jgUrV7P0ClPMHHWPDz8G9fqHDH792AsL2PPH0v48YWnyEpKvGB7Pz8/goODUVQqIlu2pGj7DjI//wIAp/790AUGYs7LI/f33wFLMqhCRW56MVnJhZjNJvSNnTE6aAlIbU1wdhtynM+Oy5EVyUU9sTnJcXd3x8PDw/rj7u6Os7MzX331Fe+88059xGiVn5/PxIkT+fzzz/H09KzRMTNnziQ3N9f6Ex8fX68xXskah9fvYp12Dlrys0qI2pdGeZks/SGuDuePxwlxDamyjaIoxB0/u5RDSw+UsjI4vh8Ap359OL5zG0ZHyy1gf4/mKIqCudREwSZLdWPnAU1QSopImjGTvD/+IOOjj2sVa2ZiPGaz5bWlUqlw9fat1XkAuo0Zz6jpz2FwciY1OopvZzzG4XVruFBVkR49eqBSqdB2tdxiS//gA4r27UOlVuNxxx2g1VKekgqA3qClSUt3TOVxLH7taVZ/NBeVWkWqix05OT50SLyeOPuTAKTGSpIj6ofNY3Lmzp1b4Xe1Wo2XlxfdunXD3d22ypqenp5oNBpSU1MrbE9NTcXXt/KL9/Tp08TGxjJy5EjrNrPZDIBWq+XkyZOEhYVVOMbOzg47O5k+DRBwdkXy1JjTlJUUozfY19m5445mUphbilqtorzERMyBdJp3rf0bsBCXS4hrCK/1eo1iY3G1t44yEwspzitDq1PjF+ZGwc4dqMtLKNU503hwF37/bi6o1dihYdt3SWTHKHRu4oS56GwvTjtvUl59mfL4eLT+fng++ojNcWYlJfDj89MJaNmKEY89VSev32ZdeuAb1oyVH84h/ugh1nz6PrEH9nL9/Y9icKp8C6xZs2Y8/vjjuLq6kpSQQN4ff5D353IcOnbE7aaxOA8ZUmEQdUh7L6L3qcnPjCN6fzZmk4kWfQLYeyIHr8ImhPX0wDfUm+DWFx8XJERt2Jzk3HnnnXV2cb1eT6dOnVi7dq11GrjZbGbt2rU88kjlN4Hw8HAOHz5cYdvzzz9Pfn4+8+bN+0/fiqoJF09vnD29yM9IJ/nUSYLatq+zcx/emEjsoQy0ejXmMoWTO1IkyRFXBXeDOzc2rTyh4nznblX5N3dHo1NTsHkzAKYWnXD11JOSkw8OTtiXWT7gm4R7oEFB7azDeUATCrdtJeenRZZzvPEGmioSiAspKShg6duvUlpUSEl+PmpN3S3e6ezhybjnX2XPH7+xddG3nNq5lYCWreg4bFSltmq1Gjc3NwB8X3wRx+7dcR07xrLP0RH1v5b5CWnriVrnDyo7SgrySYo8QUC7lgS3bUTMoUzCaEnPiU3r7LEI8W+1eqXk5OTw5Zdfcvz4cQBatWrF3Xffjaur7TN2pk2bxp133knnzp3p2rUrc+fOpbCw0DrbatKkSQQEBPDmm29iMBis9RrOOfeC+/d2UbXm3XtTlJONnYNDnZ1TURRSoi1jDPrfHs7fC44RfzyLwpxSHN2kF01c/Vr3C8DdzwHd2cq8LgOug5Jimgy4juN7tmO0t3y4q3Iao7XTENzOE51eg0N7L0z5+cSMeR4A9zvuwLF7d5uubTaZ+HPeLLKTE3H29GLUk8+i1enq9PGp1Rq63jiOwFZtOfj3KjoMueGix+SUllDWswduVfR+lScmonZ1xd7ZCf9mHsQeCMFcdoLovbtoHN6K8J7+xBzK5NSuFLqPCUMtM6tEPbF5TM6ePXsICwvjvffeIysri6ysLObMmUNYWFitFuecMGEC7777Lv/73/9o3749Bw4cYNWqVdbByHFxcSQnJ9t8XlG1/hPvYfij0yvMsrhUOalFlBSUo9GpadrJG78wVxQFTu6sevC4EFeKyOxIvj76NaeyT12wnc5OQ3AbTwJaWG7JO3brit/LL+HUrx+nTseASoXBrEZrtie0vac1GVLpNKTNehNjair6oCC8n5xmc4wbv/uKM4f2o7WzY/RTL9Rqwc2a8m3anCEPPobq7NIN5WWlrJw/h5yUiu/BBw8e5IMPPmDlypUAmAoKSHpmBiUnTpA4/SmiBg4if81fAIS080Sjs9Qeit5nmcUW1LoRdo5aCnPL+H71UlKic0g7I+NyRN2zOcl54oknGDVqFLGxsdaCgDExMdxwww1MnTq1VkE88sgjnDlzhtLSUnbu3Em38+pGbNiwgYULF1Z77MKFC1m6dGmtrivqRvJpSy+Od5AzGq2aFt0tt6lO7Ei54CBGIRraurh1vLvnXT47VPNCpsX5ZRxan0BOqmXac0TX7gT4+2MoDQYg0M2OooPpKGYFY1YWhdt3wNlVvdX2to2jObx+DftWWGYrDX/4SbyDqy9UWB+2/vQtxzat45tnHuPYpnXW13NISAhqtZq4uDgSEhJImz2b3N9/J/GJaej8LMUGC9avAyCsozc9bx6ASq0mMyGOnNQU1ICfnaX35vRfeSx+ex97V9q+5IQQF1OrnpxnnnkGrfafO11arZann36aPXv21Glwon4oZjMZcbEUZGfVyfnOJTl+YW4ANO3kTas+/lx3e4s6Ob8Q9eVcfZwuPtVPHT+4Lp7tv0WReXZZhjNfLOLgZ6tY/dkhwHK7fkjvm9DmBmBw1OF4KI2sH09QfDQTrYcHoct+J2DObOzbt7cptpLCAjZ8bZmi3fPm22nWrWctHuGl6Th8FAHhrSgvKWbl/Dms+OBdSosKcXFxoU2bNgDs2LEDr8ceQ+vjQ1lMDKVRUQAUbNmKubQUZw8DnYeFW2d3Ru/bhUqrJsTNgBkzZZpiwLK8g3wpEnXN5iTHxcWFuLi4Stvj4+Nxdnauk6BE/Vr+wbt8/dQjnNiyoU7Ol2JNcixjsuwcdPS/PRy/pm61K3QmxGVQ0/o4x7cmsW91HFmJhShlZZgWzKHz/tmEuOdSlGf5YD5zJBMVKgL9HaDYhNbTHvsIy4whjZsbLkOH2hyfwdGJm59/jfZDbqD7TbfU7kFeIhdPb8a/+Aa9xt+BSq3mxNaNfPP0YySePG4tDnj06FEKVCr833kb1GoK1q9H7eqKUlxM0Y4d1nO16NmX5j360CjAUpQ0oKM3qWErWdnyMxSVmaLcMgqySxvkcYprl81JzoQJE7jnnntYtGgR8fHxxMfH89NPP3Hvvfdy66231keMoo75hFim2SecuPTKxyWF5dZue98wWSpCXD1qUh+nMLeUzMRCUEHjlu4U7tmLuswyddznuo58/vJzfDHtIVp2t2Ps9I6EmCwlLdT6U+Qu+/2SeyZ8mzZn4N0PNuiXBbVaQ/ebbuGWl2fh6u1DXnoqi156hqzI44SEhKAoCrt27cKxa1c8p0wBQCm29M7kr1sPgNlkRmtoi1o/DP8Wlh4g+4hGNC/3w6gpp9DF0qss61iJumZzkvPuu+8yduxYJk2aRHBwMMHBwdx1112MGzeOWbNm1UeMoo4FnCsKePIYytk6Q7VlcNQx+e3ejHysHQbHijM+0s7kseGHk8QdzbykawhRH86tV9XFt0u1SUT82QKA3oHO2DvpyVhpGWeS7dWK7Lwosp09SXLyxMnTEy83OwxZJZhLssj+Zi7JM2eSv2qVTTEpZjNrv/qYlNNXXtVw/+YtmTjrA1r27o+dvQNNItpYe3P27t1LSUkJng89iM7f31IsEShYvx7FbEalVrFv9RliD2UQd8zyfqDzc6SlzjIBIlkfC8iK5KLu2Zzk6PV65s2bR3Z2NgcOHODAgQNkZWXx3nvvSdG9q4RPaBhavR0l+XlkJSVc8vkcXPQERlQu5hW5O5WjmxI5uiXpkq8hRF2ryXicc/Vxmpxdc6nwbH0c2nRl7+6dALjpdRgcHCk6koGiKJQd/wFzQT6Gdm1xvv56m2La9uuPHFi9nF9fe56SwgJbH1K9s3NwYPij05n0zoc4N/KkadOmlurzikJaWhoqjQbXm8ZaGqvVGNPSKDl6FJVKRUh7LxRF4diWI0Tv341KpSKsWUv6xoyjaXpHANKkJ0fUsVqvXeXg4ECbNm0ICgpizZo11po54sqn0erwa2YZFJxQT+tYAbTobpllEXsog5LCiy8AKMTlYjKbOJZpuV1b3XgcxaxYe3KaRHhQnpyMOuUMCircB/UmMfPswP0sVzb8cJKCg+kY47ZRfuYQKoMB/zffQqWteSmyk9u3sGPxjwD0v/O+Gi262VCcG1mW1VGr1XRvFY7u0A6O/bmEsuIi3MaOxfuZZ/B67DEC5s7FLtQyIyy0vReKMZFTW+aw6qO5mM0mHCI8sdeYUJ39KEqLy8dkvLTeZSHOZ3OSM378eD788EPAsjBn586dGT9+PG3btmXx4sV1HqCoH9bFOi9hRXJjuYk/3j/Azj+iMZVXfmPybOyEZxMnzCaFyN2pVZxBiIahUWtYd/M6vhryVbXjcTISCyjOL0drp8E31JW89RsByHUJodgxD7NKjcpYjrowjKRT2ag1UHb6bwA8H56CXWjV561KanQUqz56D4BOI0bTuv+gS3yEl49SkIcaOLrxb76d8TiZhfk0mnwXng8+gMvQIdYqyL6hrji4B4LKjuK8XFKiIrELdWVocAdQWcYu9Z3QHJmrIOqSzUnOpk2b6NOnDwC//fYbiqKQk5PD+++/z2uvvVbnAYr6EVAHi3Wmn8kn7lgWRzclotZW/c7UopulZo4UBhRXGoPWcMHxOIXZpdg762jc3A2NVk3Jvr0AeA0fwNGjlnIZdiVG1GpHmnf1xbW3GnNeIiqDAfcJE2ocR2FONkvffQ1jWSnB7TvR947Jl/7gLqMuI8cy/n9v4NTIi8zcPH7831McWLOiUju1WkVoOx/U2mDgn6nkgyaOoWlHS/HXrKRC1Jpa32AQohKbn025ubl4eFjuT69atYqbbroJBwcHRowYQWTklTdYTlTNv3k43cZM4Pp7H671DJDz6+NU90HRvKuvZeXhmDyyUwprHa8Ql1twW08mz+rNwLssvZ7+s94i6Mcf8L/7ZpLO3qrSFViqDzfr4kP2op8BcBk2DI2LS42uYSwv5/fZr1OQmYG7f2NGPPYUarWmHh5N/fIPj0Bp05Wi4JaU6wysX/gp6UuWEHPTOBKmP0Xe2QHYIe290OgsPVyn9+6yHn/uy9Cp3SmYTXK7StQdm5OcJk2asH37dgoLC1m1ahWDBw8GIDs7G4PBUOcBivqhN9jT+5aJBLfvVOvpqeeSnAtNHXdw0RPUypIUn9ghvTmi4ZWZyrht+W3M2jWLYmPxBduq1CrrrEGVRoNDhw6kmkwoqNApKnSm5vgEOePsqMVl+HCcrrsOt/E31zgWs7Eceydn7BwdGf3UC1f0OJwLUavV+J6tdKwOaorZZCJxxZ+UHD1K/p9/kvOzJQFsEu6BwaUZoCIjLpa89DQAopX9mLVlFOeX8/fCSy9tIcQ5Nic5U6dO5fbbb6dx48b4+/vTv39/wHIb61wFzCvR/PnziYiIoEuX6mdSiJpTFKVSEcDqtOjuh5O7HQ7O+ssRmhAXdDjjMIczDrMiZgUGTdVfzMrLTBV6OPOzSvj5jd3s/COa4OBgnpw+nSZ2PdFo3Aj0NJD02k5MhQE0+fgjHDp0qHEsensHbnzqeW599V08/AMu+bE1pHPTyQvVOrQubpR37WzdV7hzF6b8fDQ6NZPfGURAeEvgn7WsftvzM8c9LD07kbvTKC4ou8zRi2uVzUnOlClT2LFjB1999RVbtmxBfXYht9DQ0Ct6TM7DDz/MsWPH2L17d0OHcsUoLyvl9N6d7F5m+4DxnNQiSgoti3J6BV640nVoe08mvd6TdgOb1DZUIepMTerj7Pw9moUztnJsq6X8Qfz99+Px16ek7IlCpVJhKlaTH6dBpQLfwnIwK2hca15CIzftn3Xd1GoNjQLq5rVRfCKL1A/2U7D98pdt8PHxITQ0FAVoNvpWutw/BfuOlqnhmEzW6fc6vYbQjl0BiDloGefU1qsth/02Ua6zFBaVooCirtRqhFenTp0YM2YMTk7/dK2OGDGCXr161Vlgov6Vl5Sw9O1X2fT9AorzbXtT+feinBei1qhRqWXKhLgy7EmxDBq+YH2c41kU5ZahN2gpT05GdWQ3/snb8GzhzuYfvyYz/jQdBgfSvKM3yoljlB5fita9pEbXz0yM55unH2P1x3MxltddaYWy+HwyFx6lPLGAnGWnKY27/InCud6cg4cOUV5ejtu4cdZ9eWvXWf8d3qsfwx97juvvtazK3iG8CzkOqSS4nAAkyRF1R4ax/4c5uLji4d8YgMSTttU5Kis2ojdorIty1oTJZCb2UAZlJUabriVEXSkzlXEg/QBQfX2cguxSspLOLuUQ7k7+hn+mju9L3sKGfQdZseB9eowJo1u4O+XRGyg7uYKsBZ9e9PolBQX8/s6rlBUXkZOaXKfTpXWNnbBv54XW0x4UyP75FOYyU91doAbCwsJwdXWltLSUU6dOkRsYgOrsWM2C9etRziZ1Rzbmsu67Yk7uygCgdWh7NIqGeBfL4p6pUvlY1BFJcv7jAlrWbip5+0GB3DOnL52HB9f4mN/f28/yjw4RvT/dpmsJUVcOZxym1FR6wfWqrEs5BLlgcNSRtWYDAGlN2pCZn4vJwZnQNu1QqVQU7jlDeaLl9pfbRaaNm00m/pj7FtnJSTh7ejFq2rNotLoLHnMxRQfTMRdZEgeVSoXHhBZ4T2mH2kWPMaOYvNWxl3R+W6nValq3bg3AxuXL+PWdVyhqaVm6QSkqomiv5faUq7clETv3XmDQGgjTBpPqZIk34UQ2uWlFlzV2cW2SJOc/rvG5ejm1qHysVqvQ2dV8umtghMyyEg3LlvWqAiM8UMrKKNtnGRCb3daSFGmK8mnk04bSzGKKdqwFUxn6kFDsLzLgeMO3XxB3+AA6OwOjn3oBB1e3Wj8Oc6mJrJ9PkvXjCbJ+jbSO71GpVagddLjf1AyAgq1JlJzOqfV1aqNz585MnjyZ689OSjlqLkHj5YXKYKA8KRmAkHZeKEoJicdX8OMLz6CYzbT1bkOWYzIKCooCh9Zf+pIzQtQoyRk7dix5eZZ7pN988w2lpaX1GpS4fM5VPk6NiaK8tGZjCszm2tXVaX62FkbiqWzys2p2LSHqkl6jx9fRt9rxOBWWcmjpQdG+/ahKiynTOZOht7wH6vLz2L2ijMhVsZTHbALA/dZbLliK4dDa1exf+QcAwx6ZhndwaK0fQ1liAWkf7KdoXxqoQO/vCGdfkiaziXVx6yhoYsKxq+X1VhZ7ece3uLu7ExQURFinrjg18iQNE2XPPU2LXTtxGzsGsJSW8AtthKn0AEmnjpIaHUW74E4oKjOlesutqqi9aZe8irsQNUpy/vzzTwoLLYXcJk+eTG6u3C+9Vrh4+eDk0QizyURy5KkaHbP9t9N8+/w2jm+zbQaHSyN7Apq7gSIVkEXDuLv13ay5aQ3jmo+rcn9GQgElBeXo7DT4hLpQsMmSxCQEd6CgtBAUM/piN+zs9TQJKsScl4BKr8d11Mhqr1mUm8P6hZ8B0HP87TTr2rNWsSuKQv6WRNI+OoAxoxiNqx6v+9viMijIOrD/hxM/8Pj6x7nlz1so6m/A8942uAwMrNX1LpVao6HNAEsdtcPbNqHSVywhEdrRD7UuGIDT+3YzMHggy/ss5dZH+qPRqijKKyP1Mido4tpTo9XjwsPDmTlzJtdddx2KovDzzz/jUk1Fz0mTJtVpgKJ+qVQqAsJbcXLbJpKjThLYuu1Fj0k5nUNeRkmtigi26O5H4qkcTu5IodPQoFoXIhSitlQqFRpV1bdZ9fZa2l8fiGJW0GjUaD090QcHo4zoACkpaAty0WpaEtrBi6LVlsU0XYYNRePmVu31HFzdGP3UC5zasYXuY2+pVcymwnKyfzlFyQlLL5MhohEe45qhdqg4pufm5jfz9u63SStO4+FNj/L1sK9piBKtZrOZlStXcjQ6AY3ejqSTx0jdvw/N7j04dOyIQ+fOhLb3ZPMPoZjLI4navZNe42/HOdRSjiKsozendqVyakcKviEXrsMlxIWolBr0B27bto1p06Zx+vRpsrKycHZ2rvLDSaVSkZWVVS+B1pW8vDxcXV3Jzc2tNlH7r8lMiEelVuHuF3DRpMNYbuLzJzZhNirc/kp33LwdbLpWWYmRBU9vwVhm5qanO+EbKm9g4vLILsnG1c4Vtcq2oYhms5m5771HXn4+hoQYnDS3cuPjXdH/+SU5ixbR5LNPcejUqZ6iPhtDUTmp7+/HVFCG24hQHLv7VftaTS5I5o4Vd5BWnEZH7458NvgzNLkKuatjcb8xrFJiVF++/PJL4uPjaWynIffATvrlG3GMPoOmkQfNt24F4PsX15FyYg4A93+8EGcPy+rmcUcz+eODg9g5apk8q/dFy1SI/4bafH7X6JnTs2dPduzYQXp6OoqicOrUKbKzsyv9XOkJjqhao8ZN8PBvXKNelbQz+ZiNCvbOOly97G2+lt6gJbSDF/DPAE8hLoenNj5F30V92ZywuUbtFUUhK7kQRVEYMHAgjX2DcVANw8HVCceobBz73kHY3+v+KXh3/rFmMxu++ZyspMRax6uYlX8KBjroaHR7S7yntMeph3+F16qiKKyKXYXJbJku7ufkx0eDPsJJ58S+tH3M3DyTtB+OUnwwnexlp2sdj63OVcAvdrD0ziT4WCYemDKzKIuPB6DrDa1w87OMT4reu5vdKbuZsuR+flryI2o1lBYaOXMk87LFLK49NqfHMTExeHl51Ucs4iqQUoNFOS+m09Bgxj/XhS4jqp7CK0RdO1cfJ7c0lwCnqpdPyEwqIO5oJuVna8ukbz/ETy9u5YcXd9K2TVsCdV3QaLwJa9OIou1J5CyNApW+ytfBtl9/YO/y31n00jOUl9g+yN6YU0L6Z4co2p1q3aZv4ozev/LaVr9F/cZTG5/igb8ewKxYFrds4dGCedfNQ6vW8teZv/gq/E8UlULxgXSKDl+eEg6tWrVCpVKRmZ3DkCeeY9QX31rH5WR8/AlgWdi0db/egGVV8vyyfDbnbye/UI3ZDB7+jjjaUElaiH+zOckJCgoiNzeX2bNnc++993LvvfcyZ84cGYx8lYvet5s/3nuLw+vXXLCddeXxprW/zeTh54hXkwsvBSFEXapJfZxjm5P444ODbP0lEqWsjIyHJtNn69O4a7IBhbwMy2KejcvSMWWcRtfYCa1b5REvJ7dvZsfinwDoe/tkdDYuXFx8JIPUefspi80j969YlPLqC/rF5Mbw1q63AOgV0KvCrbiufl15o/cbqFVqgv3DcOlvGYCcszQKU379rw3l6OhI06ZNAUgvLkGt0WDf2XJbL3/tWmu70E5dcXB1w9nTmzaelt6fmLOVj108DPiEyLACUXs2Jzl79uwhLCyM9957j6ysLLKysnjvvfcICwtj37599RGjuAwy4s9wascWovdWv7bX+YtyXmjlcVuYys11ch4hLsSW+jjnTx1P8/IhxT6ajx+9l+BW8dzyQldUKxdRtHkWZaeWVjpHWmw0qz6aC0CnG8bQqt/AGseolJvIXhpF5nfHUYqN6Jo44/1gO1S6qgdJl5vKeWbTMxQbi+nm1407W91Zqc2wkGEsG72MOyLuwGVgIDo/R8yFRrJ/i7os07PP3bI6fPgwiqLgeuedKIA5N5eS45Yq6/YuvnS/+TXcA4bh5eCFr6Mvqc5nAEg9nSvTyMUlsTnJeeKJJxg1ahSxsbEsWbKEJUuWEBMTww033MDUqVPrIURxOQS0sNTLSTx5rNo3FWOZmbBO3ngHOV9yT4zJaOavBUf56uktFOXJisOifl1svar8rBKyU4pQnVvKYaNlKYcT4W1IKMkkR2vAbDLhoimn9Lhl0Kzb6MGVzrN10bcYy0oJbt+JvrffVeP4ytOKSJt/gMIdlmJ5Tv0a4/1AW7SNqh/39sH+DziedRw3Ozde7/V6tQOqg1yCAFBp1WjH+HPcMYaSY5kU7U+rcXy11aJFC3Q6HVlZWWxbtZzvv/mEfEfLY0r/6GMActOK2bY4mv1r4jCbzLTxbEOGYzwKZoqLjSSezObIRikMKGqnRlPIz7dnzx4+//xztNp/DtVqtTz99NN07ty5ToMTl49PWDM0Oh3FeblkJyda17Q6n85OQ//bWtTJ9TRaNTkpRZQVG4ncnSorlIt6U5P1qs714viEuGDnoCN33UbKtVoyvS1jYHS5WTTt0p3MBT+DqRS1mz9O11Wsd5Oblkr0fksydd2d96NW16wauKmgjLQPD6CUmVA76fAY3wJDc/cLHrM9aTsLji4A4OWeL+Pj6HPR62QUZ3Df/odICkrk7dNTabnLBYcO3vVaxsHOzo7OnTujVqvx8mpESUE+Ud6udIgppiwmBgC/MFcMTjqK88s4snE/rb1a89eZvyg2ZOFQ4snvcw8A0Lilh82zOYWwuSfHxcWFuLi4Stvj4+Nxdv4/e+cdHkW59uF7tu8m2fTee0gj9N47AhZEsKEo2MuxH4/l2HtXxK6oqCAqAkrvnRBSCOm99162z/fHQjCGkiB+R3Hv68ql7Lwz886Wmed9yu+x5Vn8XZHJ5XiHWQ2YsvNo8XA+RA73BiDrxOrVho0/g171q8o4FaoyVlZiKS6g3NcXiwQEgw6pUUnuEQMtG34GwGHy7B7GwfFd20AUCYjtj4vP6ZObT4fUXoH9aB+U4U543jvwnAaOyWLimQPPAFZdnIkBE3t1Hq1Ci7PKmQ6xk/+Gf4Bhgcv/i07VtGnTmDJlCuH9B+ARHEq1g4aq8aPweuIJACRSCYFxLhhaPmfLh/8lWGctI6/QFgBg52Atec+xCYjaOA/6bOTMnz+fm2++mZUrV1JaWkppaSnfffcdixcv5uqrr/4z5mjj/wnfqLM366wpbrmgOTThQzyQSAXqStuoL2+7YMe1YeO3eKg9WBK3hPmR80/7ULdYREpPiOz5R7vStttaYl4QGgVYvThSWSiK6nzMNYUgkeF6U89mnMMun8cl9zzE8LnnFvzTl7RgrD3VgFI7ORC3RbFIHRRn2cuKTCLj3YnvMjVwKg8Neeic40+ikCp4a8JbhDuHU29u5PYdd9Cka+r1/n8UQRDoP2UmoiBQqBDQDDnl+Q8d4IkgdQVAUtCIRqbB4tyKVAJOJ6Qqsg9V2fJzbPSZPoerXnvtNQRBYOHChZhMJgDkcjm33347L7300gWf4IVi6dKlLF26FLP5zJUK/3T8oqI5xOmNnI4WA9+/eASZXMKiV0ejUPX5q9MDtb2CwFhXClPryDpYxai5YX/4mDZs/B5/rT/3DLznjNvrSlvRt5tQqKR4BjlQ/uZudEolde5OAMhb6pEqx+Kat4t2wGHqFJQh3j2OI5XJiRo17qxzES0irbvLaNlcjNxLg8cdCQgySVdbht4S5hzG6+Nf79M+YPXmLJu0jOs2XEdRSxF3bbuLN9VP4Rzvi8yt77pXvcVsNlNQUIDOzhGlxo6m6kqK05LxUtsjc3PDP8oZuToMvTGfwsNJ7H91P5gFBAmYTSKfP7yXljodVfnNeIc5/WnztHHx0WdPjkKh4O2336axsZGUlBRSUlK6KqyUyr+unsGdd95JRkYGiYlnrh76p+Md0Q+pTIbaQdtD26OqwFpV5eCmviAGzkmiRlgfFjmHqrCYbZVWNv7/cQ9wYMGTQ5l0YzQSqQT3u++m6YaFiAJIOtuRGKX4RERgyjwGgPM1PT01ouXc311zq4G6z9Np2VgEFhGZmxqxD9/5gqYCUmpSej3+THjaebJs0jIcFA6k1qXyWMZ/qf0+C/E8G+/2hrKyMlasWMHW7duJHD0BgPL//IfCSy+jadUqZAopgXHW8vL6sgI6m5uRyiVIpBLkSimhA63abFm2kJWNPnLeWtkajYa4uDji4uLQaGzJYBcDSo2GOz9fybUvvNlD26NLH+cClY6fJDDWFZWdnI4WA6WZjRf02DZslLSUsLN0Jy2GMzd6FAQBVx97QhKsD1JVZCQMGIBUKsXO7IBUGU/EIC/8l39HwBefoxnSPXm5rqSIT+9dwpF1P57xHLqcRqrfPoo+twlBLsF5bjguV0chUfZuwWAwG3h498PcuPFGNhRu6NU+ZyPMOYx3J76LQqIgT11KVXkJbXvPX535XPj7++Po6IjBYEAb0Q+AUqNVd6jxu5WIFgsRw0KQyKyd0wuOWhejOqMOQ2krQb7WBPD8pBpMZ9ENsmHj99gagtjohlxxem9cVX4TcHYRwNaGOkrSU/t0PqlMwoCpAQy7NAQ3v55qrjZs/BF+KfyFu7ff3ZWoey5Ei8ihtQWEefXn5uvvQNE+HKXdKLzlAtUvH0Ff1jNZN3XrBpprqinPzux5PLOFpl8LqfssHUub0RqiuisBuyFefUr6fevoW2Q3ZqNVaBnseWGqWAd5DuLtiW/zab/3cTe50LypCGN1+wU59u+RSCTExsYCUFheycRFtxLrYa3gNFVX03HwIKED3Rkyx+rlyUzcy2VrLmPh0jv49sVEMrYUY+9svTc1Vnac/iQ2bJwGm5Fj47SYDKe0a0xGMzUlrcDZPTlrX3+B7599jNxD+/t0roHTAhk8Iwg7p79uuNPG35Nz6eOUZjaw+ZN0CpKtrQ6Kn3mZ0s9Xs3FpEiWpTUhEGYEhCixZdQA9dGsMuk4ydm8HoP/Umac9h6HI6gW1G+6Nx50JyD3t+nQNe8v38lXGVwA8O+pZ3DUXrq3OaN/RBI2IQRXpDGaRwu+T+hRC6wsnhQFzc3OJGjcZn2nTu7Y1rf4BmVxK+NDhAFRlZFDVUkGr0EqbBepbjcy8KYZFL4/GPcBWxWuj99iMHBvdMBr0rPjPfby36Cp07daKp66mnFoF2jMkJzZWVVCVlwPA7hWf26ogbPzP0Zv1pNZaPYtn0scpTKsj90gNpZkNGCsr6fhuOQGl36N1KkPrUsuQWQGEFvxMw9JbMZYdRh3n1m3/zD07MXR24uztQ2Bs/67XT+a3CFIJLguicL2uH86XhZ1RvfhM1HfW8/jexwFYELmAcf5nT2wGMOp0/PrOa9QX9pT6OB2CIOA8N5zdrslca3c/Wzas6dMce4uXlxceHh6YzWYyMzOxnzCha1vrli2YGhvxCAph+NyrmXHnY/Rzi6bG3qp83G4BobIVqdz2yLLRN2zfGBvdkCuU6NrbMJtMVORY3e+VeU2A1YtzJhf7b703bgFBGPV9a0poMprJPVLN/h/zzm/iNmz8jmO1fdDHiXahbc8empyc+HXWJeRZcvj1veewV+cj7t+KqG9F7uOB/DdGviiKpG75FYD4yTMQJBJEo5mG1Tk0byzqGidzUaGO7W4c9QZRFHli3xPU6+oJcwrjgcEPnHFsWeZxWveVIxot7PriMxxzHKh6P4mWmt6pGku1SlIji9BJ9DxW+wLp5X0LO/eW37Z5aJdJSI0JpV0hQzQaaVm3DrPJQlluOFs+byJSG41B1olJY11sVSRZvW2iKNL5/9B7y8bFwXmVyeTm5rJjxw5qamqw/K6q4Mknn7wgE7Pxv8M3KoamqkrKM48TMmAIQfFuCBIBZ88zJ5jnHrYaOaOuuq5XOiG/R9dmYvOnx0GEmDG+OLr/eeWsNv4ZJFafvV9VS10nTdUdCBIB30hnqj/aTUmgtYmlqOtAKpXiUlVHo64Twc4Dh2lju+1fmZtFbXEhMrmCmPGTAWj6tZCOI9UgAfthXmdty3AudpbuZE/5HhQSBS+PfRmVrGejT7PJyK4vP4PEDiIcB6PLamDYJfOoLUxBIajIeHU9/f87D7X9uUM8z858iZrvazliSOHOvffw9cyv8Xe4sErksbGxbNu2jfb2dkQEymUgdXcitryO1m3bcVm4EKnMuvZ2b7F+FrVOpXh39KO6pJXK3Ea2fpmFSiNj3qOn987ZsPFb+mzkfPzxx9x+++24ubnh5dU9eU4QBJuRcxHgFxXD8Z1bKcvKAMDVxx5XnzMnBbfU1VpDVYJA3KRp53VOe2cl/lHOlGY2kn2oiqGzTr/ytmGjt/QmHwfAK1iLQmqh7cABiqdYG2rKWupx8Yuk44efAFAEjUET3z0XJnWz1YsTOXIMansHTE162g9bS5xdr+33hwwcgPH+43ls2GNIBAkRzhE9trfU1bD+zZfR1jqS4GIN/dgN9ETj745hbigdP5ThJw1n/4ufMfbJW5Erz94NXSFT8O7cZSzatIishixu23IbX838CheVyx+6jt/i7OzMXXfdhaurK4IgEBgWRbn5OM6ihIkffwRASII7FTnp6Dbn4hgmJ1+Vjjf9aDRaUDbraa3X0VIr0ljVjrNX3/KbbPzz6HO46rnnnuP555+nqqqKlJQUkpOTu/5sXcgvDnz7WZWPq/NzuiUgnwmTQU/40JEExiVg52SVpG+uqSJ959Y+nfdkm4fsg5W2nB4bfwiD2XDOfJyuruPRLnQkp1Brb0enRoNgsSBra8ZYqUafcRwEKerBE5G7d/dk9p86k35jJnQlHLfuKgWziCLYEXVM38NTv0cQBBZELeCqyKt6bCtMSeKrR+5FUSXrMnAcZwajGeABgOvQEGRDrUUCocY4tr32HuYT4q1nw15hz/uT3sfHzoeS1hLu2HA7HcYLW83k5ubWtTgecMVVmKRSsoK8MWP9zYckuGPWH0VXmUq/ejcq7a09rhpNIpS2EhhjNbqyD9o0c2ycmz4bOY2NjcybN+/PmIuNvwhOnt5oHJ0wm0wc332UnMNVtDXqzzjexcePOQ/8h7n/sZbpttTV8Om9t7D5g3dorun9jShkgDtypZSWOl2XLo8NG+eDXCLnhzk/8MzIZ06bj2OxiJRlWXWZ/Pu50LZ7F8WB1m7dspYGBFGkn7keAM3wcTheEtfjGD4R/Zh51wN4h0Vibj7lxdFODvhDc19fsJ42w+nbnFgsZvat/IofX3oKJ7MbQ92tBpb9aF8cxnZvqut1eTz4ypFJ5AQ2hLPr0096dX53jTtvBr6Ig9mO4y0ZfJ+56g9dz5kwGAx494tB6+6Jvr2N7P17EC0WHF3kOLhZtXRCa5wYFTsYe08pIXGu2E0JOrUYOlT1pwoY2rg46LORM2/ePDZv3vxnzMXGXwRBEPA70cfq+K4jbPksg2O7ynq1H4DWzYOA2P6IooUj63/q9XnlCimhg6wr0ewDtqadNs4fQRAI1AZyefjlp83H6Wwx4OiuRmknwyPQAV15BWX+ViNB1lyPROKOS9ZBANxuvb5HqOr3tO4qs3pxgrQoQ85fMHN32W4e3fMoV62/6rQelNriIg6t+R5nuSdjvOciQYK6vzuOM08ZcjqdDlEUESQC3jcNQtSAg9yFSGFQr+cRFRvPMw13M79uGrMKRp57hz5y4MABXn31VQ4dOkz8ZGspefkHH5A3eQrNa9cRPmwoAPK6Th7r/yA3PD2OKXf2R2kvJyjeFYVaRlujnvLcpgs+NxsXF33OyQkLC+OJJ57g4MGDxMXFIZfLu22/554z94ix8fchZNBQEARqSq0Ji2fSx6kpKkCmUPboujxkzlyK05JJ37GVEVdeg0bbuxt/1HAvsvZXkpdUw5j5EcgUfSu5tWGjN9g5KZn36BCMejMSqYTO227F8N13yABpRytKpwSCv32U1k2b0Awd2m3fkvQ0cg7tI2HqTNz8A7EYzLQnVQNWL875dvau66zjiX3Wztzj/MahkfdM9PcMDmX8wiXYG+yRJitR+NnjMi+iq/dVamoqP//8M25ubsyYMYPg4GA8FyVQtyID18nhvZ6LRC1j9KUzifo0gM7aanQx7ijDnC5Y13I7OzuMRiPHjh3j5oXXs/+7L+morsRU2UDT6tX0e+kDktZ5IJpryDuSSPykKV37yuRSwgZ5kLG3guxDVfhFnr1ru41/Nn02cj766CPs7e3ZtWsXu3bt6rZNEASbkXOREDNuEsEDxvD5w3sB8DrD6nT3is8pTktm8uI76T9lRtfrAbH98QwJo7ogj+SN6xl11bW9Oq9PmBMOrirsHJW0N+txdLe1DLHRNwxmA4/tfYyBngO5MuJK5BL5GcfKlVYjOjQ0lKuuuoqkzQU0OfSj3+gQdPkylPGXYekwIbU/1R386Ia15B85iEQqYeKNtyJRSPG8fxCdqbUoQ53Oa84W0cLjex+nQddAhHME/xr0L8BaLp30yxqCEwbh6mcNgw2cMRsA44gOpFoFwolqpKysLLb9uImJxhgKKmtYvnw50dHRTJ8+He8Hh3SNq8jJoqm6kugxE3pO5Deowp2xG+5N+8FKqldn8M6wHxjpN4q5EXPP6xp/S2RkJHK5nIaGBhrb2olQaZHpq0EQ6ExOxstQjXdYfyqyt1CQfBjVwEA8jK40banB3mAmcowfGXsryE+qYeyCCOS2xZCNM9DncFVhYeEZ/woKCv6MOdr4H3GyKaeLjx0qu54PCl1bG6XH0wAIiI3vtk0QBIbMuRKAlE3rezT8PBOCRGDB40OZ+/Agm4Fj47xIq01jY9FGPkz9EJnQcx1nNlow6E4l4Zr1Br5/PonSfWba8+yRyNyJHh5G274KWjYWYWk3do1tqaulIOkwAP0nn1I4ljkqcRjrd96ejhWZK9hXsQ+lVMkrY19BKbXqVa19/Xl2ffUpa994EX1rR7e2C3IPDZITzXILCgpYu2odjT4juXlcMOnBA/G2OJObmwvQZeDUl5Wy8aXX2PnhR+QnHTrnvBxnBCN1VbFF2MPm0i08e/BZdpXuOud+50KpVBIZGQlYNXNGzb6CgIZWJPbWKs7mH35kwkLroikn+QDXfX893zyTwi97KmnLasDdWUnCZH9m3hGPTGaTe7NxZv7Qt0MURVsVzEVMRV4TFnMDjh6dp92en3QIi9mMW0AQzt6+PbaHDxuBk5c3urZWjm3f1OvzKtQXrsu5jX8e59LHKT5ez6cP7GHbFxmIBgO548YTsOkVypJLcfO3J7ZyLbqXnsTcUIrMQ92tDcOx7ZsQRQv+0XG4+vljbvnjonRZDVm8mfQmAA8NfohQp1CqC/P5+tF/kZd4EKlMxsBps2lZmU/N+6noTvSR+y0NVU2s7T+ejyPsaVZI+DJYicZzOJdOnoVWq+0a11bQziTP6xjuOotf3nyFsqzjZ52bRCnFZV4E05pHMqVpOGbRzIO7HiStNu0PX3d8vHVhlJ6ejmbMGBAELK3W9jHNP/+Mh1+AtVpTo0BuNGBRWY3NJpOILquBUVeG4xfp3BWqs2HjdJyXkfPll18SFxeHWq1GrVYTHx/PV199daHnZuM8qO2oxWQ5d6lob8je/yuGli9oKttx2u0nBQDDh4447XaJRMrgWVegUGuwmPveOVjXZqS2tLXP+9n4Z9Olj3OW0nGLWUSulNKRnEJiaAil/ira9N+jVmzFpXI/Hfu2IhpaUcedSjg2m0wc22Y11vtPnYm51UDVq4nUfXEci/78f3OvJb6G0WJkvP945kXMI23bRr594kGaq6vQunsy/+lX8G8MQZ/XBKKI5DShmX5KX0bVmXE065igsS48nwtTQN6pBUNBQQE/bl2LKICHOoB+9iNY8/Iz1BYXnnV+yiBHtBMDeXLYk4zyGYXOrOOubXdR3FJ83tcM1hChWq2mvb2d0tZWFP37U+Zkj1GpwNzYSNvOXVzyrxdhykRa7E00O1qr1xrMIroT5f82bJyLPhs5b7zxBrfffjszZ85k1apVrFq1iunTp3Pbbbfx5ptv/hlzvCAsXbqU6Ohohgy5eFUyH9v7GJNXT2Z/Rd8aZJ4Ok9FMZ5tVj6KpOr+Hx87Q2UFRqlUXKXzYqDMeJ2b8ZG55/3MGz76iT+cvyajn80f2svXzDJu30Eav+W2/qsFep+/W/dtWDrW7dlIQGkJ2dAQGfQuFRxORtLQi2LkjdYtE85teVXmJB2lvakTj6ETYkOG07ipDNFqwdBgR/kBOyCvjXuHS0Et5YvBjbFr2Fls+eg+z0UjIwCFc/9LbqHNkdKTUgkTA9dp+KPwdEEWRrwrKSKyxXouyv4Y5YR/xsuRWbjXeR5xKQbNC4MlIOeYTv5+Ghgba5Hp2Sq0in/2chuGGDz+8+N9zSj04TgnEabg/b4x/g2jXaBr1jdy25TbqOuvO+7qlUikxMdYqzmPHjqEeN4bjfu4UO1rD1E2rV5NzqIWOQ9bih3yl1evUaBbRFzRj0Zmor2hjz8ocMvZVnPc8bFzc9NnIeffdd1m2bBkvv/wyc+bMYc6cObzyyiu8//77vPPOO3/GHC8Id955JxkZGSQmJv6vp/KnoVVosYgW1uav/cPHksmlXP/8ZUikMjpbmmiq7l7SXZB8BLPRiLO3D27+gWc5jhylpu+qpJ5BWgRBoKGinbrS02uG2LDxe072q3JVuRKs7amP01zbSXNtJ5ITrRyOZ2UjSiTIO4xIjHq8DGYkgDxwDHIPO2S/aWXS1adq0jToFGk/ZP1NaCedf0UVgIvKhedGP4ebnTsttTUIgoQx19zIZQ89gTG5ibbd5QA4XxmOKtKF/A4dc5NyeKi4jtsSj1NRlUrikbnozLtwlBiJCruPD/qHoJZIONjazpbibQAMHjyYu+66C3WsK8ek1uadQ90vQWgVWf38k3S0nFubSiPX8N7od/BV+VDWVsb9O+//Q4uQgQMHMnHiRMaOHYvr1Gn4NLVR5qKlOTIU97vuJDjBHZcOH+QmORWKLACaLCCaLeiyG6nMbSJtRxnHdp5b4sLGP5M+GzmVlZWMHNlTN2HkyJFUVtq0Tf6XzAmdA8COkh006/+4mJ6juwNeoday0/LM7rH7k8mX4UNH9uoGL4oiJempVORk9ercSo2c4P7WVXTWQdv3ykbvOFc+Tlcrh1BHhKY68jVWI0bSahUGdC0sBYkUecBI1LGnlHlFiwWfiCjsnF2ImzSd1j1WL47c3wFlRN9LmGs6athQuMF67BNGgkQq5ZJ7H+aqJ19g6KVX0plWR/Mv1lCS44wgZAnuvF5YxYTD2exv7URutjCpqZqMzEV0dOSjVHoxaOB3eHldSqhGxTM+DTwuPoa84FZyDryMvrQFZ2dn5s+fT8SNw6hXtKOQKBnpeTlG5MhVZ2/7AGCq68T0QTHP5N1OoH0g/xr4rz9k4Pn4+DB27FhcXFxQhIQQGRBKh1LOAY0US1Ag/tEuCPpkrtrmg2tdM0hEdGaRThE6M+sJG+SJRCpQV9pGfbltMWSjJ302csLCwli1qqcC5sqVKwkP770Og40LT5RLFGFOYRgsBjYXXxjBxpMtHsqzM7q9PuXWu7n0oSeInTDldLv14OivP/P9s4+xe8XnvT535HAvAHITqzGbLecYbcMGeKg9kAkyBnueIVR1spVDPxfKtm2jwc0VRBFZcwWCKODe2omy3zCkDk6ofxOqEiQSRi9YyC3vf46dypH2A+fvxbGIFv6z9z88vPthHvr8ZnYs/6hrm72zC37RsYiiSEeytYO4/Sgf0uIcmZSYzatFVRhEkdj6Nj4u2sA0r38jiM04Og5kyOA1GI1NHDlyJQUFb3NNyAgm+1sXpKWdH5F28E4MJxJ7Q8PD6HffOMxKcFa4M3H4DcgVynPOXeqsRGInx6fVlU9bX2SAx4A+XfvZEASB/p99jnd4JBaLmWPbNyNXSHHxdUZuBt86BSZna3VZs1KKzEWFyl5O0InPydbmwcbp6HMZy9NPP838+fPZvXs3o0ZZczH27dvHtm3bTmv82Pj/QxAELg29lNeTXmdt3lrmRZxf+w3RIrLpk3Tc/OzxDIkCoPx3VRhyhZKwwcN6fcyIEaPZveILyrOOU5GTiU9Ev3PuExDtglqroLPFQMnxBoLj/3g/IBsXN3Mj5hLhHIGfg1+PbRaz5VQrh2gXDr+fChoNyg4zErMJ9zYdUlHE4/6b0AwZjiDvuQaUSKQ07S6xenH87FGdhxDdl8e/5FDlIeQWCeo9ZSS3VxM/cRpuAUFdYwRBwPX6aNoTq0iKsGd+qlWew95s5OqMCpZUOFExMJF2QcTH+ypCQx+moPANysu/AaC5JRm1OoCI8MfRyIPZnv8JP7t6YtpzFQMmLEel9kDhrMZzYRxtx2rwmRUKWL1Km7/9CrVvICNGjuwh9ipIJbhcFUH1O8kYs5roOFKN3RAvshuy2V+xn0Wxi/r8foiiyPHjx0lPT+fSSy+l/5SZVOZmk//TDwSkHCfaK5qqHPBoVBE6xR5PdTChAzxw9LaGwSOHe1GQUkv24SqGXx6KxFZtZeM39NmTM3fuXA4dOoSbmxtr1qxhzZo1uLm5cfjwYS6//PI/Y442+sAlIZcgESSk1Kacd/VDY3UH+UdrSdpQjF90NAgCjZUVtDc1nve8HFzciB5rFR87/PMPvdpHIpUQMdQTsLV5sHF2fpsXEuceh7Oqp/FhMYsMmxNC2GAP3PztKXByAkDabg3teoYmYDdyBHYjRiBRSLs8NEVpyRQkJ2KxmBEtIroMa0+r8/HiZNRn8PbRtwAYctwJT5y57OEnuwwcS6ep61oEmQT7ET6MdnFgoIOG0Z1N/HdvBrdWuCBBQpT/y/SLehkvrys4cuSKLgPH03M2nh6z8PK6FACVz3z+K32DVcJ17FC5kLj/UlpbrZ5ZVagTbpdFIJFZE6c3f/we6T+vYt83X7B06VKysrJ65NzIPe1wnGqdb9P6Aqory1m0cRFvJL3ByqyVfXo/wGrQ7d69m6ysLDIzMwkfNAylUoVLYQnNq77HJWM/gtQdAfBSGRgyMxgX71N5foGxrijtZHQ0GyjLslVd2ejOeZWQDxo0iK+//pqkpCSSkpL4+uuvGTDgwrktbZw/7hp3RvhYS7rX5a87r2NUnWiO6RGkxU6rZdy1i7js4SdQaDSYTUa+efwB9n73Va8F/k4yePYVIAjkHzlIfVlpr/aJOtGMrzijAaO+72XoNi5+KtsquWHjDWQ3ZJ91nEwhJX6CH9MWx2I2mwiMjkaj1iDv8ECQejD44Yfwfuk9BMmp26Ioiuz55gt+eulpUjf/iiAR8Lx3IM7zI1FFufRpnm36Nu755TZMopnAKg2j5QO47qW3CR1kbRthbjNQszSFop9yuPN4EZ0nQrRSQeCrcC9uyN9PrF8SIiLaaUE4jYhEpyvjaPLVdOpKUCl9GJDwFbExbxEb+zaCYL0OZ6mBq06UX3/KnVRioTWnp3CraLIQLk9AIVGjaKqlI/c43333HV9//TW1tbXdxtqP8UURqEXUm5Gsq+f66OsBeP7Q82w7kejcF+LirA1Q09LSqHvhRXxKq+j09wGgY/dOnN2snqb8xMOn5mu2oC9qRiIVCB98YjF0yBaystGdXhk5LS0t3f7/bH82/vfcGHMjT454koUxC89r/8q8JuBUv6rBs68gdNAw5AolJelpVOZmc2z7JqSKM8vlnw5XX/+uEFfiut55c9z87Jl0Qz+uf3ZElwS/DRsnMVlM/HvPv0muSeaFQy/0utJHoVAwcsBERoZehkI1iqgx/0LVKKH6jSTqlp8KzVbl51BTmI9ULidy5FgABLkEuwEeffbi3P3FdVSLjWg6pSxxW8DVz7yKo4f14WzRm6n5/Dimuk7q0mrZWtbAO8XVXft2Nv+Kpt8XNIT8gmF8Ng7jreE4udwZEPH2msuwYb/i4tKzKCQ7+79MbLyXcEkF7YKGT9tfxrTWBWNN9wagjatzUGTDJQPvAEBZV4myqY78/HyWLVvGpk2b0J1Y2AgSwdozSy5BX9DMdZ1zmBs+FxGRR/Y8QnJNcp/em9jYWACKiooQhw8jqrKe/o2dqOLiwGhksI+1rUZFYQr7sw+Tl1hF3rMHqf0gDVNtJ5HDvdBoFWhd1X06r42Ln14ZOc7OztTUWJPgnJyccHZ27vF38nUb/3uGew9nXsQ8tArtuQefhsoTnhyv0zTlzD20D7AKAEokfTc6TrZ6yNyzk9b63mlsRI3wRqNVnHugjX8cH6R+wNGao9jJ7Xhu1HNnNDz0nSaO7ymnpc6q3t20YSPrX9xJ6tYyfMt3E2pMpyPZqrUi9/hN2fhmawVUxPDRyDtkiJbzK5fOaczhiCofRHgw9E4uvfk+ZCfyXUSzhdzlxzCXt9EkF7hrsIZh3k5c4+NKfX0N2TlPk533GEjMOFnG4DFqbNd1+vldz8AB3xId/QoymcNpz+3qNgGlVM1t5udRoiPVwYnlPlJ0uY10dBSRnf0UFose+7F+IJOgqJcxbdStACiqivG3U2KxWDhw4AB1dad+szI3NY4zg1HHuKKJc+fx4Y8zzm8cerOe+3bcd9ou6mfC2dkZf39/AAodHBDkcgxFRdiPGweAes9u0Ciw6Azs//QAmz7NoFZpTSnVZdbjGaTlhhdHMmxOSB8/GRsXO71KPN6+fTsuLlbX7I4dp1e/tXFx0NFioLnW+iA42ZRTFEWKU49SmplO7uEDAIQPPbMA4NnwiYjCr18s7c1NtDXU4+Dat2Ri0SLaZNxtAJBYlchHadbKpCeHP4m/1v+MY8uzGtm5IhsnTw0TFzhS8MwzDGxu4dCoWwgp/wXL+ytpH3MfUtd+XVVVnW2tZO/fDUDcmKnUvJ+K1FGB+5I4pNpzVyKJokhLbQ2OHp5EOEfw4eQPOVaZwrzBS7rGVOsMHPnyGP0LOtBJ4LlhDvx3WCAz3Bw5nLiD8rIncHSyhmD8/BbS3JTMsfTbGDpkPTKZHYIgwdm5e5f0ToMZlVzSZQh5eszEwT6a9OP3cEPrJ3wk3MUH4XJmRGswHbuG9vYcWtuOEx+3DOdLQ2n8IRenSidGjL6KA3tX0ZJ8iKnXL0avssPP71RCd2trK/bDvbEb7t11rlfHvcqVa6+kpLWE5ceXc3vC7ed8n04SHx9PaWkpx3NymDF0KO379tFpNCDK5Rjz8wkYO4e1LftwU9US1gLNUusavTOjAYdx/ghS233BRk96ZeSMO2FNAwQHB+Pv799jxSSKIqWlvcuzsPHnY7QY+T77e7YUb2HppKVo5L1rdnkyH+e3TTkFQWDrZ8torrbebFX2DvhFx5733Gbf92/UDtpuuQ/nojSjgSMbivAOc2T4paHnfW4bFweNukb+vfvfiIhcFnYZM0NmnnV8yYnS8YBoF/Zs+pWMaVPxLKmgo2Uzh30dGdvkgMQlEqmzErmvtUlkxq5tmIwG3AOCcKi0p83QhCCTIHE4t1dR197GxvffoiI7g+tffgcHVzdG+o5kpG/3cNLO1ZmMKujAJMCOSZ58Mi4Ue5mU5OR1NNQ+gaNTK1iUePvMpqJiJRaLHplMS3t7Lo6OCV3HsVgspKSkcKjZgTe25jIsyJlLHMsZO2oEvr6+aDRBDB70PdrcF0kt38chYRSvH1/Pm2G3k53zX5qbj5KYeDnx/T9GM9iTjiPVBDWG0zJ0EplJO3HWOtBv1KnnQENDA++//z6xsbFMmjQJBwerF0nWKHLPwHt4cNeDJFUnIYpir8N60dHRbNiwgcrKSgyjRyHu28cvB3cQZq/Cr9FIbJGOZ4Y349eURVj5ROqarX3DDCUtmNsMSO0VWCwiZVkNuPraY+d4bkPUxsVPnxOPg4ODeyShgfVLHxzcU2HUxv8GmSDjy4wvOVJ9hO2l23u9X0eLHplC0iNU5RcV0/X/oYOHIZWdfxNNjaNTnwwcAF2HkYrcJrIPVp13yMDGxYEoijyx7wlqOmsI0gbx6NBHzzm+9ERFlHeklrwGq8FjMlobPrq3dqCKnYAgSFDHuSMIAqLF0qVwHDd+Wp90caoL8vj63/eSf+QgmY7VpGYd6DEfAGNVOyOPW/MYdTMDWTIpAnuZlJycHJJ2b0GhakPe4Y5v9q1UVq7GYtHj4jKGYcM2dDNw9Ho9K1euZO3atezYthWjWaS56DjZGel8+ulnHD58GFEUkUiUREU+xWv9QrlW+I5bLO+hlQ4kJOd5VLIAdPoKkpKuwjSqFLm3HZYOEwNU45n3+IvdDByAvLw8TCYTKSkpvPvuu+zfs4+6FRlUv3WUCcpRLJu8jI+nftynvCU7OztCQ0Px9fVFlpCAAPhW11Pq6oBRrcI+LBzHTg9q7K1qzS31OiweahBBl22t/Nz0cTrr3km1aebY6KLPRs6ZLPO2tjZUvVDMtPH/gyAIXQrIa/N63+Yhdpwfi98cy4jLuntLvH+jaxNxll5VfcFo0JO2bSNGg/6cY4P7u6FQy2hr1FOec/6l7Db+/nSYOtCZdMglcl4d9+o5vZTNtZ201OmQSAU6LNUYJBKUnQb0Bqux49mqQ7AfCNDVq6q9uQmZQolCrcZPDEfUm5F72aGKdj3ruQqSE/n2yYdorqmmM8iOPf3reaj4Bcpay2g3m3kmr4IHsq0eb7mXHW7X9kM7PYioMQGANfF2/XdrGFU5C5+0O/A6voTKsE+QyjRERj5LQv/PUSm9us7X1NTEZ599RnZ2NlKplFHx4TwwJYJ2bQDFZicsFjO//vor33//fVfScLj3dJ4dejsD4pdiOKhHyHMgYN9/cLIfhtnczrHMW9FNTENQSTHVdOLhGNB1vrbGBlob6hg6dCiLFy/Gx8cHg8HA5q1bKMwtALNI46ocRnn2Tgn998yfP58lS5YQNGAAyn798K9rpslOzdZwH9TzZhGgD8KrDoxSayVdq5v1sz9Z1h8YY/18sg5W2Xre2QD6IAZ4//33A9aH5xNPPIFGc+rGYjabOXToEAkJCec1iaVLl/Lqq69SVVVF//79effddxk6dOhpx3788cd8+eWXpKenA9Zy9hdeeOGM4//JzA6dzbLUZRysPEh1ezWedp692k8qlSC1627/eoacMnp8fuPV+SOsevpRqvJyEC0W+k85e7hBJpcSNtiDjD0VZB2swq+P5bs2Lh7s5HZ8OOVDMhsyiXKJOuf4kw05vUMdST+RU6Zqk2DBjMpgwit6MIJUi9RJidzPGqqyd3bh+pffobm0gvZPrXpTDpMCzpoP1tnawqZlb2M2GvEdlMCXIUmY282M8h3FcZ09j6VnUaYzgiiy2M+daHs16lg31IDJ1EZKyiMc3OnMlM7ROKDG3BFB4cAncHCLJrrfK2g03XvEFRcX89U332LS67Czs2PBggVdybvXDQ/krm8cOFyUwWBZGRkZGVRVVTFv3jy8vb3RaALRaALRTTXySmcLV2QIuOy8FOUMT6pr11KjX0/sNcuQOdshd7fe6xurKlj93BPIlUrmP/0yfn5+LF68mNTUVLZu3cr2tjTmMgwqoWVbCY7Tgmg3trOnfA/Tg6b36rOV/cZD7PWfR/FxdKRk3ffkHT5A6tYNxLc7I0/1QKc+iFwVSbNEwBHQ5TYiGi2EDvJg98ocGivbqcpvxjvMqVfntXHx0mtPTnJyMsnJyYiiyLFjx7r+nZycTFZWFv379+eLL77o8wRWrlzJ/fffz3//+1+OHj1K//79mTZtWlc11+/ZuXMnV199NTt27ODAgQP4+/szdepUysvL+3zuix1/B38GegxERGR9wfpzjj/bysczOAyNoxMA9aXnJzL4e/qNHg/AkXU/YbGcWwPnpGZOfnItBp3pgszBxt8H82++I1KJlFi33uWFdfWrirAnv8oaxrB0WPM5PFvacb3pWlwXRuM4Paib90EQBIRsE6LejMxTgzrm7F6cncs/pqO5CVe/AI6NsFDaXoa7xpNaxxu4Ib2IMp2RUTqB3ccsRBhPnaejo5gjSVfS3LKR2LA9OIlqJFoF7osHEhJ7D4MGftPDwElMSuLzL5Zj0utok9hz/aKbugwcAGc7BctvGsaw4cPZYIhCobGnoaGBTz75hOPHT5XIP1pYyWfuAo/3VyBt8EHY7YWf70Li4z9AHeHeZeBY3w8JFpOR+rIS1rz8DEa9DolEwoABA7j77rtJGDmI/YocAFp3ldFYXsOsn2bx0K6HSK9L79VndZLOzk7qvbxQRUSQMOUSADJ3bWOInQcAss56RIuO2jod2ulBuN/aH2QCSrWsS0A0ZastR9RGH4ycHTt2sGPHDm644QY2bNjQ9e8dO3awadMmPvzww/PqXfXGG2+wZMkSFi1aRHR0NB988AEajYbPPvvstONXrFjBHXfcQUJCAlFRUXzyySdYLBa2beu7ANU/ga6QVf7ac7pvj24qZsV/D5K+q2dHX0EQ8I2MBnq2eDhf4iZMReWgpam6ktxD+8853itEi6O7GpPeTEFKz7wwGxc3/93/X5498Cw6U+9FKC0WkYrcJgD0qjrMgKZNDx1WMTwfuRr7saNRR7uiSbA+QKsL8jB0diCKIsYya68n7Tm8OEa9jsaqChAEFHMHsbZgHQISSrVL2NRoRirAw07OvHO0E01lB80brI03Gxr2kXjkCtrbc5Ga7fDNXIREo8B9cRwaTx8C/BchCN2lGgor61i3/lcQLRSZnXEfNB13l56eTZlUwn9nx7D87hn86647iIiIQCKR4O7u0TXm3kBP7KQSUpwUfBEix7F0JK2Hiikp+RiLxZqzVFLyKY3H0jGsqeHyh55CaWdHRU4m6996GbPJuthQqVRMmzaNGXdfiTLKGSwipg3VjPC2CpO+kfRGr8NH5eXlvPrqq3z33XeYzWYCYuNx9vYhIrcEn2WfI7cICIB/v1YmXBeFdrw/Cl/7LgM1YbI1vFaQWktTde/L2G1cnPQ5J+ett97CZOq5im5oaOizGKDBYCApKYnJkyefmpBEwuTJkzlw4MBZ9jxFR0cHRqOxq8TdRnemBk1FKVVS0FxARn3GWcdW5jfTVN2Bydi9GWZLXQ1V+bn4nDByqgvyLsjc5CoVA6ZZV2mHf159zpugIAhdTTuzDtgSC/9JrC9Yz8/5P7M6dzVZDb3rZA8gkQhc9+wIZtwaR3W91Xi3U3oDOqRyNYO/XYkgPWVEWMxm1rz6LB/efgPVBXm43hiD+y3xqGPPLnUgV6pY8MwrTHjkAd4r+hQA0flSWhWRDNJq2BodwjXbaxFbjcg8NThdFkZJ6eckpyzCZGpCEGSYJe3onPKxv8a5m1bPb0ksamD+Zyns1AeRIfox/6qreOSSWKRnMcCifbRoNBoWLFjApQsWcu3XGezPt+rdeIhmXoywloV/FKYi3VGCR+Z11BzbxtGjV1NWtoK8nFdo+iEfQ2Ez0sMGLnvoSWRyBQVHE9n84TuIllP3C3d3d5znhIFMQJ/XxPWSuSgkChKrEtlbvvfcHxjg5eWFUqmkvb2d7B07qHjwIUJkamrcrDpsfk3WbuP1Jelo3XqK/7l42xEU5woipGyzeXP+6fTZyFmwYAHfffddj9dXrVrFggUL+nSsuro6zGYznp7dc0U8PT2pqurdQ+yRRx7Bx8enm6H0W/R6/T9aldlB4cC0oGlM8J+ARDjzxy1axK7yce9Qp27b0rZuYsV/7qO6MI8bXn2PWfc+fMHmlzBtFjKFkprCfEqOpZ5zfOQwL/z7ORM9yvuCzcHGX5uSlhKePfAsALfF30aCR0Kf9lfZyQkZ4M7cK+ey4KqrEVsjUGhvYsIN99B5qJnmTUWYGq3eofykQ7Q11COVK3ALsIavlCGOvdJmkkikrO3cSauxlXi3eJ4fdg+vRPjxc2wIrt8XYKrtROqoxPXGCLKLHiM39znADCKIogmNXSiB187DMaxnnlF9fT0f/JrI1R8dpKZVj8o9gJfuWsCMuN7/DiQSCcuPNpBb08b1nx7mw18O8dZbbxFaXsRlHk6YBXh8sB2d7lJQWZt85uW/htYpnsq49xEFE52ptTg2ODHrvn8jSCRk7N7O7m++6HYemYsKMUFLu1RPUXoxV0ddDcCbR9/sFnI8E1KplJgYa97f8bw8Wn79Fc/EFK74ciUyb288G5oAaG/MwWK2Hq8zs56GVdkYKq1dygdMtXpzGivbbdWY/3D6bOQcOnSICRMm9Hh9/PjxHDp06IJMqre89NJLfPfdd/z0009nrOx68cUXcXR07Pr7bdz6n8Jzo57jnYnv0M/1zJ2/G6s60HeYkMkluAXYd9t2UuU4JGGQ9cbfx/Lvs6HROhI7YQoAh9euPud4rZuaOfcOIGKo1znH2vj7YzQbeXj3w3SYOhjkOYhb4m8572NJpVIKdulxqS7Ew9We+PGjaDtQQeuOUswt1hyd1C1WhePogeOQGM99zNKMY+z6+jOMBj0pLR1Mi7qHW+Jv4YUxLzDH043rvVxp+jYbQ2krglqG200xSLQKmppTEEWwrxqEZ/oS3F2vZeiQtWi18T3OUVBQwCeffELpkS0oLTpmxXvz0x2jCHG3P82Mzs6zl8VyWYIPZovIrgOJGAwG1q1by+icFPyUcspk8N7UQAaO/xytQzze3pczcOAKnKMHUhuxCoCmX/LwdQ1l2m33Wud3NBF9R/ewkHKUJ6sVBzlUmcZEu4k4yB3Ibczll8JfejXPk72schsasNjbQ3UNQlk5TpdfjnO7DpkoYuhsZ+fXO0jfXU57YjUdR2vQHbd6qLzDnLjykcFcdv8Am3joP5w+P630ev1pw1VGo5HOzs4+HcvNzQ2pVEp1dXW316urq/HyOvtD7LXXXuOll15i8+bNxMf3vDGc5NFHH6W5ubnr758oWNibUs7K/CbA2pRTKj31tagvK6WhogyJVEbIoD+ngm3wrMuRSKXI5HJMBsOfcg4bf0/ePvo2x+uP46h05KUxLyHtQysRXbuRH19N4vD6Qsw6PcU3L6Fz83pij39C3LoHaN50CFFvRqpVoPB3oLGynOK0ZBAEvMv8qXw5EWNV+xmPb9Tr2PzhOxxZ9yNbf/qBm9MLmZdWQpT/QgK11kThli3F6LIaQCbB7YZo5J52mC1m2tqq0FaMwjftbhwrRxJhfz9Sac+FWmJiIl999RWdnZ34erjy4PQo3r16AHbK89OpUsmlvDk/gf/MjOKgOYgkoy8ikJeawqTMI0iAjQ0tNAieDBq0kmCnfyGRKIiKegGnsVG0eCYiWCRULz9MWP94Zt71AAuefhmlpnt4zcPbk8HDhwCwb9s+boq9CYD3kt9Dbz63ZIS/vz+Ojo4YDAbqT4jRtm3fjuMV1ia/Ho3WkNWxHUdI31WOup81XaHzRJK5IAh4BmvPq4zdxsVFn42coUOH8tFHH/V4/YMPPmDQoEF9OpZCoWDQoEHdkoZPJhGPGDHijPu98sorPPvss2zcuJHBgwef9RxKpRKtVtvt759KaWspGwo3nHZbV6gqrLsI4EkvTmBcf5QaO6oL8vj13dfYsfzjCzYvRw9PFr/3KZc/8l9kit71qGpr1HN0UzF1JxJDbVx87Cnbw/KM5QA8M/IZvOz65r0ry2qkMr+ZjCOFvPHmGxxoa0FR/yupfloafT0xt1q/6+o4NwSJ0OXF8fePwc5sj1SrQHaG3BiA/d9/Q1NVJRoXV971MFOu0+GnUjDU0a5rjP0oH+R+9kimN1Ju+QKLxcLan3/FmHgjPset7R2cLwtD9bsQsdls5oOvvueXX35BFEXi4uJYcvNNLBof/Ycf3IIgcMvYUD67cShF8gA26qPQoUBdWsiE3BTetbPgq1LQtruamjdT6UirRRTNNDYdoCZuBQa7KqSd9tR9c5yoUeNRO5y6p3Y0N3X9/9ixY7FTa3CvVjF0dwheGi8Geg6k03juxbBEIuny5hT7+QLQumMH29d9T52divDqRvTqRmSqoTRUtCEJ0oIAxvI2TM3djSh9h5HaEtt94p9Kn5cDzz33HJMnTyY1NZVJkyYBsG3bNhITE9m8eXOfJ3D//fdzww03MHjwYIYOHcpbb71Fe3s7ixYtAmDhwoX4+vry4osvAvDyyy/z5JNP8s033xAUFNSVu2Nvb4+9fd/dt/8USltLmfnjTGQSGSO8R+Ckcuq2vfIM+Tg5h61VT+EnBAD1HR1k7t2JvbML4xcuvmArJQeXvvWwOvBTHjmHq2lt0DHu6sgLMgcbfy1ERLQKLZeEXMLEgIl93v9k6bjg1kh7nZ5mR0daO5toUcsJCYtBl9UEWI0co0HP8Z1bAQjGmmB/toqqqrwcktavASDxshGUlryCizKcj2Yux1F+6rYq2Elonrye0oovoAiysiwYUjQMN1m9HNqpgdgP9+l27Lb2Dt748AssLTWIIoQmDOeKy6ZdcK/E+EgP1tw5iiVfHiFD4s4VLmVQWMjBiiLCnRxw7ZCAaO1O7uwShEU0YJY0Ud7/HYIOPY3axQvMIpx4j1I2/8rurz/jiv88jV9UDGq1mskjJuDyawfSMglfDH0f36G9r8CNi4tj7969FLe3kyCXQ2YmntdeRYarloHF1QTUNlIbqENhUVHfoEfh74ChpBVdZgP2J+QmKvOaWPdeKmoHBdc+PRyJLXT1j6PPnpxRo0Z16dOsWrWKdevWERYWRlpaGmPGjOnzBObPn89rr73Gk08+SUJCAikpKWzcuLErGbmkpITKysqu8cuWLcNgMHDllVfi7e3d9ffaa6/1+dz/JPwd/Onn0g+TxcSGou7eHIvZgm+EE85eGrxCTq3KmqqrqC0qQJBICB08DADv8AgkUhltjQ201HYPMxpMFurbzu2KPhstdbXkHDx3FcZJzZzcI9WYf1cNZuPiYKzfWH6Y8wMPDH6gz/taWzk0ICJSp7O2AXBoMNOitvZjCxt3JaLejMRBgSJAS0VWJrqOduztXfCUBCJzV6OOdz/tsc0mI5s+eBtRtNA5dQaHar62ztd3OPFaBzrT62g/Wo3R2EzS0QVWAwcQBAVNSVJGm6y5cfZjfHGY0D1HsKHdwOPLVmJpqcEoShDCRnH1nKl/Wtgl1N2eNXeO4qObRrHw+uuZMGECsbGxBAYFkzzEldUDtYgGCy3fVTIg+msC/G/GYF9B4fDHKQh9HJ2pAr2+hvLy7yhMOYJRr2PNy89QW2wtke8/ehAFjlY1Yt0vFYjGcycen8TT05PLLruMe++9F4f+1pQEnzY9jZ5u7A3348sJdjSqqxFFkerCZlT9rDpGusz6rmO4+TsgkQq01HZSaJOd+EdyXoHdhIQEVqxYccEmcdddd3HXXXeddtvOnTu7/buoqOiCnfefxpzQOWQ2ZLI2b21XxQOARCphwvU9k5Lzj1gTyf2jY9Fora59uVKFZ0golbnZlGUex9HjVAjh1q+OsCe3jveuGcj02L4nBjdUlLP8wTsQJBJ8o2Kwc3I+41jfKGfsnJS0N+kpSq8jdIDHGcfa+HuhM+lQyaz5KX0NUZ2kuaaT1gYdFlUbrW3NSE1mRL0JNOAiUSBv0mJEhzrWFUEiEBifwM2vf0TRO7uQCBIcJp7Zi3Pop++pKy3G6OnLt06ZSNqasVP58c7If6Evaqb+uywwiVQWfUCLUzIAEomGfsEvEbHdERDRDPbEcWZwN+MltbSJO1YcpbrJlfHKFiZPnMiCcXHndf19QauSo1VZjb9x48bx9tYc5q9MYp+3HKk7OHi3M60SmlYXEXbdozg5DSEj82FaWlM5dHgWCrkr+tZaImfNQtceRUVWFj++/DQLX34HtYOWkHkDaPskD3u9iuYdpbQOl/J+6vvcO/Dec36+J1X0DRMnIXbqULm60G/8ZFI2rScuX4vEsBmj3p3qwsXEXxFKy6YidPlNWAxmJAopcqWUuHF+HPm1iOQtJYQMcLfl6fzD+ENlMjqd7h9dnv13Y0bwDGSCjPT6dAqaCs45fsD0WVz15AuMmHtNt9d9T7R1+K0o4P78OnZk12KyiNz7XTJJxX3vL+Xs7YNncBhmo5HkjevOOlYiEYgcZvX22TRzLh5SalKY/sN0dpTs+EPHKTnRykHqYQ3DOjWaMJorAAgbOgyJRo5EI0MTd8pbI8k14Sb4InNTozmDF8fQ2UHyJqt6eM4lw5G07QIE3hr7HNJ2qF+RCSaRVvejtGgPA+DgMIiRI7bhFXgJbgtj0Az0wPmK8K6HrSiKfPbLPuZ9sJ/ypk783bQ8dPtN/y8Gzu+padHxwa4CktJqcKzXYwZeCndgszqXtowaWneV4u4+haFD1qHVJiDqzLgenId/0oNUlf9I+OwKXAM8aKuvY+P7byKKIoFhwWhnBgHQtruMp/c8xfqC9SxNWdrrebksupGg1d/jOHs2/afMAMCrQYVDWysWYxEVuTVI3dVIXVTIXNWYm055lOPG+yGVSagubOkKy9v459BnI6ejo4O77roLDw8P7OzscHZ27vZn46+Lq9qV0b6jAasC8kkaKtsxm3uGfCRSKf4x8fhFd5fP9+tnNXLKsqzigqIo8uYWq5y7g1KG3mThh6M9VZPPhSAIDLl0LgApm3/B0Hl2tdLIYdaQVUl6PZ2ttqqsvzsthhYe2f0I9br6HiHVvlKaaQ1VtYjWULemVU2DnTWpPXruApxmheD92DAUQVp07dZKHUuHESTgMMEfQXr61b5CreH6l95myPwFlLda9cJmhV3FMI8B1H+TiaXViN6+nMq4D0AC9vY3s2vHYOrrTygDhzvjclVkl5fIZDKxdu1aShK3EEU5U6M9+fmuUUR6Ofyh6z9fPLQqVt46HC+tCl1KHcpOPa1qOz6PdGet4gilWzIxVrWjVvsxaOC3+HvejH1rLKqWYDxzFtLccojQOfmoXS0UHE3k6K/W+4z3mDCUYU5gEllYNxuw3oNyG3PPOaecnByWL1/OwYMHAXDzD8SvXyxhNU1o9EbAQmdzHp2tRjzvGYDXfYO6iSlqtAoiR1g9RsmbSy7sG2bjL0+fjZyHHnqI7du3s2zZMpRKJZ988glPP/00Pj4+fPnll3/GHG1cQOaEWds8rCtYh9lixmQws/K5w3xy327am3uXT+NzoiN5Y0UZHS3N7M2rI7GoEYVMwtq7R/PkrGieu7R3fYV+T9jg4Tj7+KFvbydt26azjnXxscMj0AGLRSQnsfqsY238tRFFkaf2P0VFewV+9n48OfzJP3Q8pUaG6NCK3tiJwgJtMjdEiYDWyRXXAGt5tyCVoO9s56M7FvHTy0+jHu+J14NDuto7nAmtmzsH/SuoaK/A286bJ4beT/OGIgxFLQhKKbLZnWgcQ/Dx/pj9v8qZ1BhN1oFjPY7T2trGl19+SXJyMoIgcPWIED64blBX6Oh8aOowMPPtPUx5YxfzPtjP4uVHePD7VJ5bn8HSHXl8e7j7Q76h3UCb3tRNbTzez4m1d49ikI8TYloLWERyPf056OXEGvURsmqtXmCJREFYwr9wvToGBHAsHYNz1WQMxjKi5lYhVZjZveJzGirKEAQBpzmhIIHgTBcmuI/DIlp4++jb57ym5uZmioqKSEtLw9zWTmdaGv2nzMAgleLZbC3xlytKsHNUIlGdPgMjYZI/CFCUVkfjWWQBbFx89DknZ926dXz55ZeMHz+eRYsWMWbMGMLCwggMDGTFihVce+21f8Y8bVwgxvmNQ6vQ0m5sp7ilGFWtMxaziMpOjkZ7qnz7l3deRe2gZfDsy9G6db/pqx20uAcEgURCe2MDXx2wJvpdNyyQYDc7gkcHd421WEQMZgsqee/0TQSJhCGzr2Dzh++Q9MsaBkyfhVR25pt+5HBv6iva0bX3QrnNxl+W1bmr2VK8BZkg49Vxr2Kv+GOVkpNvjKZ/jTuJRxTUFXbQVN6ExjGIqLGD0Ze0oPB3QBAEMnZvx6jrpLmmGoVag6A5vQensaqC5uoqTOHRLC2p4abgS0mtSeX2hNsho522vdYGwS5XRaCOGQnFE/nxy1VM1/fHQVTj19BdmuGXQ5ns2fgzKlGHUqlk3rx5hIWF/aFrBlArpLTqjJQ2nr5M28VOwdVDA7r+feeKoxwoqEcuFXBUK3DSyHHWyHFUKwh1tyfMw55vCpoxhWnZE56AV8t2fvjhB47n5DN9+nQcNUpUEc5oJwXQsrUEt/Sr6LDLQu9QRr9LfXC3uxlnb2sJuMxdTZpTOflt5YyWj2W3sJddZbs4UnWEwV5nlgKJjo5mw4YNVFZWkjR1Co4mM6E7dyD579PUPvIfCoHOxiwMOgMKlfUeZm4zYKrXoQy0FlI4e9kRHO9G0bF6KvOacfayO+P5bFxc9NnIaWhoICQkBACtVktDgzX2PXr0aG6//fYLOzsbFxyFVMGHUz4k1CkUtUxN0sEiwKqPczJHoKOlmez9exBFC4Muuey0x7n2xbeQyqxfn3euDuDbwyVcEt9dYl5vMvPQ92l0GEx8cN0gZNLeOQ77jZnA/lVf09ZQT+beXcSOP33LDoCoEV5EDvdCqT4/cTQb/3vyGvN4+fDLANw78N5edxc/F+4e7syYPoMVD25GKndh2q2X4q2RUvt+KnJ/Bzzu6N+ljRM7fPIZE1JFi4XNH7xDQW42a256lGKJAgEXvp75NYIg0Hy8CICW8H04B3lTVWXihxXfM6UjFgdRjdRVhesCa6sGi0XkjdU7aDy+F5VgQVTYsXjxjbi7nz4H6FxUNet4fXM2902JwMdJjVImZVSYG98lljI6zI0p0Z60G0w0dxhp6jCikHX/DbYbrGE0o1mkrk1P3W+qI13tFBx5fDKR+wp5oqYWo7OSva79mFmexNG04yQlKlgjAUeNAnc7BV+GO6HPbcYn9S6Khj5N9LD5+PvP7jqeIAgEXhLH4e+zaD6Uw6wxs/i56GfePPomX8/4+ozvv52dHaGhoeTm5lISGkpM4hEMx9KJGDMBzYSJHMk6iklmoLYoD9+oaPQlLdR9mo5EKcXzwcFIFNYF1sgrwhh9VTha1579rmxcvPT5yRASEkJhYSEBAQFERUWxatUqhg4dyrp163BycvoTpmjjQvPbh8jp9HHyEg8gihY8Q8Jw9PD8/e4AXQYOWFVUF40K7jEmr6aNTcer0JssPLXuOM9eGturygaZXM7AmZdyYPW36E/kS5wJxRnc0zb+HuhMOh7a/RB6s55RPqNYGLPwDx+ztUGHvbMSQRCoSc0nbsvjdGg8UBnfQpduHaPwsaMs4xgN5aXIJHJcj2jRDWhEFdYzrzB160ZKM9PZOvkqSsROPBQa/h3s3fVdrglZRV3zbjqcs1HXxrJmVTbjW6NwFu2RaOW43xyH1EFBc6eRh1YcxLN0D3JBxGLvzn233ICztu9eq06DmY92F/DBrnw6jWaaO418tNDqDRka7MJ3iaXszaujudPI+9cOxN/l9KKGP985Cp3RQmOHgaYOI02dJ/7bYURERBAEbh4dQlS5M28eKaa1zZGj0hhu61ASjwMmSyc/tekRRRGXW/pR824yiiYv2g89yWf123l03gwUCjcMnR1U5ecSHRNPYGAgxcXF9CsOZ5NURVptGttLtjMpcNIZrzcuLs5q5ISEEJ14hLbt29AMHcIvMTrcjuiocrLjl/fWcPObUSi87ZFoZJgb9bTuKsNxijU86eR5ZmFHGxcvfX5CLFq0iNTUVMaNG8e///1vZs+ezXvvvYfRaOSNN974M+Zo40/CYrZ0tXPwCj3lTs89bO0AHz505Fn3r2rW4awEmUzWzeg5SYyPI28vSOD2FUf5+mAJPk5q7hjfO5d8/6kziZ04FbV97xMwGyracfLS2AS//mYM8BhAk76J50Y/d9Ymsr1B12bky8f2I7rVMGlWGJYbF9KhViA1NGLn50n7RmtFoDrOnb3rPgAgwC4alasjymDHHsdrqath94rPSY0eQlaAM64V9zMldB7OskhEs4WmliOUlHwIrqDRhHLkYDujmsLwEB0R1DLcF8cjc1GRUdHC7SuSKK7voJ88iOkhKu5aeCVSae/bVIA1d2l9WiUvbciivMkaklJIBcoaOzGZLQiCSJBvDa/MD+KFdeUcK29m1rt7eeOq/kzq13PBIggCaoUUtUKNj9OZPRyjfJ0Z5Ws1ABvaDXz6+n7iO+ABiYapQ03U6BsRlQKu1/aj5ItjvNvuQO6xS3C0X8a1Q+aw9uX3aGto4NoX3mD69OnseH8dozKCqA6bhXqIByN8zqxwDxAVFYVcLqfFaKTBxQXFtu14/PvfJNcVcElHJ7UuoejatdSUtOAd6oTjzGAaVmTRuqsMuyGeyJy6t8xorGrH3lmFXNm399/G348+31Huu+8+7rnnHgAmT55MVlYW33zzDcnJydx7770XfII2/hxSalK4/tvFGDrMyBQS3Pytq0lde1tXN/DwYWc2ckRR5I1HH+ftG+ezd8+ZG7NOj/XmyVlWBdlXNmazJrm8V/NTqNR9MnDWvZPCt88couyEyq2NvwcqmYonRzzJD3N+wE3dN9Xr01Ga1YAFI3XSbFZuWE+LVsvRQC/2hLvQkJmJpcOExE6G0clMXqLVmA9zGIB2vD/C78Kpoiiy5eOllDo4s33UTBwaPkEQDRj1FXTuraLmw2TSD1uFCgVBwYCEr5ioHoCPxQUUEtxvjkXuoWFnegk3LNtKcX0Hfs5qXr3tMu5dNL/PBs6xsmau+vAAd3+bTHlTJ/ZKGQJgMIu0G0ysytjE5Wsv54aNN/Bs2gLcwz/F383q5bl5+RFe2ZiF6TRVlH3lwwNFvBUk5xeZiU6LnqSUPRRmpvLZZ5/Rbm8i5N/DGDTYHhGB6oYCUrPm4hYuYDLoWf/Wy7i5OOMe44sAXJU3kRtUV6GRn93LolAoiIqyhvxKQoIxlpVhyMsjwC0Eg1yGlykeqTKajL1WmQB1rBuKIC2YLDRvLOp2rN0rc/jmqUNk7q/4w++Fjb8+fTJyjEYjkyZNIjf3VNlfYGAgV1xxxVmbZNr46+Gp8cRUYU3odfJXdTXlLEg6jMVswtUvABcfvzPuv+l4NY06M1LRjKki/6znWjQqmMUnkpEfWp3K/ry6Xs9TFEXKMtO7FFTPhOOJktGsgzbNnP8Vzc3JFBS+S2nZl5jP0YSxWd+MRTz1wHVRufzh84sWkbykGvSqOkDE2WAEgw6dQoZEpsC+wWo0q2PcyNizDYvZjKvSBzevADQDe1ZUZezeTmZmBj9PvQZF+1bkhgIc5A78x+t+WjYWYSzpQF1t9UxG93sJlcoTp8nBqKJccFsYjcLPgYqKCo5s+p5JshwmhDqy7q7RxPr29Bj1hg3plSQWNaKUSfDSqqxVUcCoKClOYct48ejDFDYXYie3QybIqDJkcPO0Fm4cGQTA1qxKvs1cRVlr3+Udfst+ZzD72/FctJJKpEw0xKIU5FRUVPDBBx+QnZfD81eM5pKodrz1LtjV90MTk4G9q5b6shK2f/4RI2ePJ1tp/a3WfJ+JaLJgES0YzWcuIIiPjyckJARfV6uycev2HUQPHk2OtxqDxVpdWZ5t1ecSBAGn2aEgQGdKLfriUxpuzifCVqnbSrFcAKPPxl+bPhk5crmctLS0P2suNv4f8bb3xj3YjsP+62kIPCUMmHOoe6+q02GxiLy1NYcKlTXRuD4/65zn+8/MflwS543RLHL3t8l0GHp2sj8dh39ezcqn/s3e784uTxA53KqDUZBSi6Gzd8e20XdE0UJHRyHV1evJy3sFo/GU6GNt3VYKC98iJ+dpDh2eQUPDvtMew2Qxcde2u7hlyy3UdlwYqX2j3symj9MpSK5Fr6oBwKW4geoTzTK9w+MxZlnzz9RxbiRMnskQ3xlEO4206uL8LiFX19bGzuUf02LvhFTZgX3zagD+3e8hLD9WgQjN3vto9t2Nq+sUqqoCsVgsSO3kuN0YQ7uXhvT0dD777DPaWlvxdrbj1SuicbbrXQNaAJ3RTEXTqSqp28eHMjLUFalEoKpFh1Yl492rE2h1ep+Clkzs5fbckXAHW6/cyp4Fe3hr/FtMD5nMU3NieO+aAVw5ppFXkp5nxo8zmLNmDq8mvsrByoMYzH3TmHoqzBepAEZvDff7CbhaXLm8cyjualf0ej0rV65kx47tvDp+KrOLL8U75R5ULRL8rnAGQSB9x2ZKUo7gOCUQo9yCrE1k79bNLFi/gE/TPz3jecPDw1m4cCHxI6we5tbt24j36M+xkA7qVU2Ilk6aanK62rwofO3RDLKG6JrXFyBarGXyUSO9UdnJaanTkZ9sa/VwsdPncNV1113Hp5+e+Yto4+/D1IHjOeq3hV/k33TpZLj4+mHv6kbEWUJVG9KryKpqpdnR2nenMjcbs+nsJdwSicDrV/Vncj8P3rtmIBpF79LBwoeOBEGg4GgidSVFZxznEeiAs5cGs9HCsV1/bKVq4xQ6XQUVlavJznmGI0nz2bU7gQMHJ5N+/F6KSz6kpSW9a6yz8wi8PC9DofCgs7OY5JSFHD9+P3pDd8/d+ynvk1KbwvG64+jP4fHpDa0NOn58LYn85FpEuQGj0mrMhOWmU621rtoj+g3C0m5CopGhDHHCkNZMiCIef59o7Ab2zFVR2dsz5da7GebvzWDL9yAaGOExnOEHg7G0GTE7N1EdvRy5woXGqjmk/XCAH374AYD9eXXc/frXrF69GpPJRHh4OLfesgQ31955q0RRZGN6JVPe3MUdK45iOfFwVsqkNLQb6DCYGRLkxIZ/jWV2f1/uHXAvS+KWsHHuRm7vfzv2CnvsFfZMCpzU1TZhVrwPoW6ODPQYiFSQkpUfxMd7ili8aQmjvxvNPdvvobSltFfzG+Rox4NB1uPWxznxiquIPSqGNMYSEpUAwJ49e8htKEYT6IjMrMIv+T7UhgPEzbXm3mz56D3CwwLwuOxECCoti8yGTD5P/5wG3dlDzg6TJuL5n//g+/obBDkGUREsYjRXoG9ehrF1DdmJp7SAHKcGIahlKPwdrM1EAblCSux4a1l7ypaSbhpBNi4++mzkmEwmli1bxuDBg7n11lu5//77u/39VVm6dCnR0dEMGTLkfz2VvwyTAyajlqkpbikmtdaahzP2mhu5ZennuAUEnXYf8wkvDsCVEwehctBiMuipLjh7yAqsVVif3DCEEaGuvZ6ji48v4UOtN8bEtT+ccZwgCMRPtBpdh34uoOhY70NiNsBs7qS5OYWyshV0dBR1vd7QsJfMzEcoK1tOc/MRzOZ2JBIlWm1/fH2uRqE49Vm6uowmJuZ1RgzfjJ/f9YBAVfXPHDw4hcrKnwA4VHmIT459AsB/R/wXP4czh0R7y/E95dSVtqF0kOAz2uqVcNWZkeuaaFMrQZDQb+Z43G+Jw2lOKIJUQJBLkNjJTuvFATBaRCKGjUK4MoGUmiOopCqeaL8TQ3ErgkqK2/X9cXIbirfn8yh26ZhojGWAIYhVhwr5+MsVRIhWg2HY8OFcffXVqFSqHuc4HRkVLVz98UFu+/oopQ2dVDR1diUYp9Udxd7vexTuG5k9uhDfE4nCkwIncc/Ae3BUnj0MNilwEstnLOeT8Rsw1k7DUDMTS+ViOvQiu8p24aA4lQN3uPIwiVWJGC2nX7zcE+jJcEc7Oi0ipeO8+NpdwtPOMGfOTMaPHw9AeVUF7gujkbqpkOvc8E+5F3uPbfhGR2HUdbJz+cdoBnqgCNQypmEAEYTQYergw9QPz3odHUol2eFhCJ4eSAQJYX7RlHg2IQgOgJn0r7/rGivVKvB+ZIj1c5ef+pzjxvkhlUuoKW6lIrfprOez8femz9VV6enpDBw4ELDKbf+Wv3LjszvvvJM777yTlpYWHB3PLyb+d8BiMSGRnPtjrStrpam6k2nul7CmcjVr89eS4JEAnP1zXJ9WQW5NG45qOTeNCWZ7Sj/yjxyiPDsDn4ioPs01p7qVj3YX8MLlcT30O37L0DlXkntoP1n7dzNqwfU9xAlPEjPGh5qiFjL3V7L5k+Nc8dAg3Pz+mKjcxYjZ3EFLSxqtrcdpbc2gte047e35gNXNHxnxDBpNEAAO2nicnIbh4BCNg30MDg7RaDShZ/2OyWQOREY8hbfXFWRlPU5r23EsFh0NugYe3fMoIiJzw+cyPXj6H7oOURQxmUwMnRWMQWfGMczAT+t2AqBodSY1YgJQgItPBGqtA2ihqbqK1Y/cQ//JM4h9eAoSac8wVYVOz9W51Twa4o1EkGAnt+Mp7YMIe1sBcLkqErWPK3Hun7DttR+JtfhgEUSqAj1Ys349EdJGRARmXjKLYUMG9epa6tv0vLY5h5WJJVhEUMgk3DwqGIso8uH+JKoVX3Kw0trWwMFDQYc55rzft0H+Xjx3eSxPr82gozkML57j2vGdOKmcusYsTVnK0Zqj2MvtGeEzgjG+YxjlOwoPjfW3JxUE3osOZGJiFmntnYy/LJiPXZ1x0igYO3YsPj4+REREAOB+YywV7+xF3RKCc9IsHC9tQOM4lsmLbkEQBIRxbli+bmJa8zhyHAtYlbOK6/pdh7/Wv8fcRVHk888/p7GxEa1WS0xMDPFu8RyIKiOqSoueVlor07BYxK4qy9OpIGu0CqKGe3F8TwXJW0rwjbC1JLpY6ZWRk5aWRmxsLBKJhB07/ljjPBt/Hs3NyWRmPUpoyIO4u59ZQA+sCbqpW0uJGzSBNYrVbM7fyLV2MwmOGYDkLFUfu3KsMexbxoagVcnxjYqxGjlZxxky+4pez1VvMnPDZ4epbNZhEUVen9f/jMaVV1gE/jHxlB5PI2n9GibceMtpxwmCwLhrImmp78SoM6N2OH95/IsFvb6W1rbjqJTe2NtHAtDScoyjyT2VyeVyV7QOMSiUp6qcHOyjGDTwm/M6t1Ybz+DBP1JT8wseHrO4e8c91HbWEuTgx4OD7jmvY3Z2dpKfn0/S/mPUtVYQHx/PlClTGDs/AoPBwN6D7gT6B1G8QUG7MhtMkDB1XNf+aVs3UFtUQN6Rg12NHn/L1i8/4Sm3MMrc/XivpIaNgy5lhPcInNrtqD6+j0anreiUBwnjIQ7+sJPoZmvYpnGEB4s3ZSAafQnRwuJ5lxAUFNSra8qpbmXusv206qy5ZJfEeXP98ED+u/4o2ZUGwIxdaC4KlYy54XNZHLf4vLuzg/V3cu2wQOJ9nbh9RRJljZ28+4sSd2kJ84dYDYtAbSBFLUU06BrYUryFLcVbAIhyiWJq4FSWxC/BT6XglQh/bssoZl1tE/edCGF1HKlGf7iN5bWF3DAqGImLEudrw2j8ohCHmsE0HslkmdCPsHYJ0Y4g8VTxjXIvhgYjCQEJpDSn8G7yu7wy7pXTzj0mJoa9e/dydONGtMuWcfvLL3H3gLv5tf4pso6V0yE0UL47Df/x/bvta6hsp2VjIU6XhyNzUpIwOYDjeyuoLmxB125EZWe7X1yM9MrIGTBgAJWVlXh4eBASEkJiYiKurr0POdj4/6G2djPt7blkZz+Js/MwZLIzl2BXnRABjI8LYz7z6d/sx5rnn8I9KISFL79zxv1en9efSxN8GRRoXfkExPYnbMgIggf0bsV6EqVMyotXxHHz8iP8eLQcXyc1D0yNPOP4oXPmUno8jbTtmxg+dwFqB+1px0llEmbcGodEJkGu+GdpYIiiSEPDHpqaEmlty6C19TgGg9Uo9fe/iYjwxwBwcIhGpfLDwb4fDg4xXX8KhccF98ZKJDK8vC7lq4yv2F22G4VEwfVOzaQmXUZkxNO4uU045zVVVFSQl5dHXl4eZWVl3XIoioqKuv5foVBw5513cnxPOcViNl7h84kdY8St1YvGn/NQDXbj2BZrP7T+k3oaOIUpSSwzyilz98MekU9ig5BJBDztPKnX7SZvwL8QpUbE1nEUZxbgmSIgQUKTv5wbkkvQGS1MiPThyetno5D1/rsX6m5PwAmxvicu6UdFs46blyfSbjCDpBON989cGTOOW+Jvwdfet9fHPRdxfo6sv3s0D6xKZVtWDf/+8Rhp5c28cHkcz4x6BotoIaM+gz1le9hbvpdjdcfIasjC2+6Usvllns4k1hxjSVAUaqkEU5OOxp/zcTaLHC+vZ5+rgsIjO4iOjsZ7uhHzBjmlJe7kGFq47tNDrLxlOOa8dPrH9yMxNY2QshBSHVLZULSBG2JuIMatp8cqLi6OvXv3UtjcTPyu3TgdSsRh4gSm//tx8q65HINcRv2m73sYOc3r8tEXNNOysRCXBVE4eWq45I54fCOd/3H3in8SvTJynJycKCwsxMPDg6KiIiwWW9ndX5Hg4Hupqd1EZ2cxeXkvExX13GnHmQxmakusrnefMGced3ucDUutQo4nO4yfCUEQGBdxSoLeMziUSx987LzmOz7Sgxcuj+WRH47x7vY8fJzU3frq/JbA/gNxDwrB2GntM3QmIwdAqem+IivLasA3wrmr8/PFiE5fRWrqEtraMn63RUCjCUUhP+WOl8kcGDVy1//r/IZ4DSFIG8SVIZPxbVuNTldOatpi3N2nExHxBCrlKc+EwWBAobBWIYmiyDfffEN7+6mmilKjBqXJhaFj+jNqWkK384gGA/rHbiXQLgaXCdcTNyGGyhcO0d7WQnFnBrrONjRSBzylQd32M3R28OavG0kacQmCuY3I9veoaLgbH6E/FpcW0o/fgyiz5vu4uc2g9qMs3HGgU21in5cJt4oKgvzDWXrtwHMaOLnVrSzblc/zl8WhVkiRSgQ+v3EIFR0lLNuay6Z0a+JtrJ+K0PAjPDDieQK0p/9d/FGcNAo+XjiYD3bn89qmbPr7nQrlSwQJsW6xxLrFcnvC7TToGthXvq8rZAVQ2lLK2qN3svYoRLtGM8Z3DJPHDcV+u57bRCWvrNyGl1hAUVERixcvps3wGWbzNwSk3E9Jsxvz3tvF7IJv6RfsjZ3WA221krGyIexSH2ZN3prTGjmenp54eHhQU1NDqb8/Hju24zBxAoJUil9wKEVF+RSnHqa/wYCgOFXN5jgzmJqlKXSk1GI30gdlgJaguD+uzWTjr02vjJy5c+cybtw4vL2tUuaDBw8+o5BVQUHBaV+38ecjlaroF/UiR5OvobziWzw9Z+PsPKzHuJriFixmEY2jAgdXFWaTifwkq6BfxNDTl44fK2smwEWDo+bCunTnDwmgvEnHO9tyeXxNOp5aJROjTq/MetlDT2Dv4oJE0vtV15FfCzm0tpABUwMYecUfb4D4V0WpcMdiMSCV2uHhMQMHh1i0DjHY20chlf7v5eyjXKJYNXsVKqkKi2UJBYVvU1r6ObW1G6mr24u9/W20toSTl5dPa2sr999/PxKJBIlEQkxMDLVVDTTnyqBZi72dAzNui8c79DQKxZs2o67Jx19Ry75tE3HR2mHfZkRQyUg/uA2AMPdB2Pfvnte1cvVKfhpkDfEO0q+muOk4yT/vIqDUQkvcbkxe1kWBu9tUXDsngSEdk8SC5RIPajb8yGi5mTljh561arCpw8BbW3P56mAxZotIgIuGf02OoKSlhPeTP2DVtnAsBg+kEoF/TQrnjglhSCVnbnVwoZBIBO4YH8bUaE/CPE55f1t0xm4d0V1ULswOnd1t30Z9I9Gu0WTUZ3C8PoMkvTdvW47xnstoYhqCuLbTn3WOLWj0dXz//fcsWrSYupT1PDDgNfRmNZ8n3c4anzlICtcQN8STEFMog8sCGR0xnKuG3XzGOcfHx7N161ZKAgOI2LGTtckfsDzrS66WzALyKVNpqH7zLbweebhrH4WfA5qBnnQkVdO8rgD32/t3LXxEi0hzbaet9cNFSK+MnI8++ogrrriCvLw87rnnHpYsWYKDQ+/VaG38/+HsPAxfn6spr/iWzKxHGTb0V6TS7pUdFXkn+1VZm3KWHk9D394OGjmHpdn40b1BosFk4fYVSTR3Gvli0dCuUNVJRFGkuaaatoY6/Pr1vbnifZPDqWjqZHVSGXeuSOb720acVjBN69b3JoZaN2sFSvLmEhzd1cSMuXDu/v8VoihSX7+DsvJviItdilSqRBCkxMa8iVLphULxx4X1LhSlraX4O1jzPNQy62chlWrw9LiTmpp4jqVtpbZWjdlcDVR37VdfX9/VtDLUdSDFv2YiNYm4+tkz8/a40zZZ7Dh6lOoXX8QkEUj2s8doSMO+2XruDh8d1Zn5CEjoP+uSbhVVeRnHeFntjVGhpJ8hjeK6bSS0RzGndAyI0GGyVg4q5K706/cicrkT2oX9qKtvYM22nzCbzURGRpIQc/rEe5PZwopDJby5NYemDmu10tRoT0ZEyHhy35OszV+LWTQjdx6OrGUaX904kYGB//+f4W8NnMZ2A7Pe3cu0GC/+PSPqjIUB8e7xrJy1krrOOt7KPcon9R4IFh1PdDzP8ra7CTao8WsOo1HbQX19PRs37mb8+BdJS7mF4Kx5vGXy5Gop/OQ1B0niz+j7KRjbNgDPDFeMRa2nbbUBEBsby9atW6nx8KC1vR2XwgZaDa20ajTYaabiUV9D4+efI4yejueoU0K1jtOC6DxWi6G0lc7UWjQDPGht0LHunRQ6WgwsfGGkrR/eRUavP83p062VEElJSdx77702I+cvTFjYI9TVbaezs5jCwrcJC3uk2/aq3zXlzD0hAJjt2sCB7G+5InJut/Grk8ooa+zE3UFJtHfPMFFZxjFWPfMfHNzcuWXp532eryAIvHhFHNUtOoxmyxmbCZ7EZDSSc3AvUSPHnjVJGiBiqBdNNZ0kri9k97c5aN3U+Pf76xgBfcFq3OyksPAdWlqtopwVFd/h738DYM21+SuxLn8dT+5/kvsH3c+C8AVIJJIuD/DBgwfZvz8RsD7E5HI9nl4igwctIDQ0tOv+0tlqYPe32VhMIsH93Zi8KLrHQ0g0m6l8ZxlNHy9DsFio09pR76BGakpFyBuDCOQUW1s4+DlG4j7+VO6X0aBnx8dLCQ6IweigRtryNW5GZ/5bfTuCCM0+e2j2tYb2wsNfpqFBj5u7yMOHc3Aq2YPK0omPjw9z585FIulpCOzOqeXZ9Rnk1lgbzUZ6OnD3FG9S2layZMt2TEY5UrWZMb5juOOSOwh2iMJO+b9/yG7PqqG8qZPP9hWSUtrI0msH4u145t5Wbmo3no6bwvGUPA40QYXXzXwm2cI9x+dwBXY80xqCryqD9PR0AgMvISr0ZXQHTCj0TnyoauQatOxxGYlb0UGy3d2JEv1pXJOH/e2RlHeUE+nSPV/PycmJgIAAyouLaXRxJiKjGfwh0yWH4eVX0uhSxdHgFMwbGpk/0IRSbX1PpVoFDhP8adlUTPOGQlQxrtg7KbFYRPQdJjL3VdJ/Us+qLht/X/qsk/P555/bDJy/ODKZA5FRzwLQ2paJKJq7tokWkaoCq5HjFeqIxWIm74i1NLXMR092YzbZDdld4/UmM+9tt7bxuGN8KOrTJOh5hoYjSCS01tXSUleDzmjuMeZcyKUSPrhuEMtvGoqj+swhMVEU+ebxB9jw3utkH9zbq2MPuSSIiKGeWCwiGz9Kp6Gy/dw7/YWwGje7OJJ0Jalpi2lpTUMiURMYcAuenrP+19M7LcUtxby++3UCmwIp21XGK6+80i2UHRERgZ+fH+PHj2fx4sXc/8B9XH/dAyQkJODg4IBeX0tNzUZU9nKm3BzDwOmBzLg1roeBoyuv5Pil19L84VIEi4VWO58ulWM3n1jENiMoJfiIIfhowug/aUY3vRTRYiEoOpZZ2YnM1+ykoa2WpyrvQKWXI/NWUxf7Iwjg73MzVSvMrHh/Obd/vA2hYD8qSydqey3XXHNNVw7R7/nmUAm5NW04a+Q8d1ksv9wzmhz9Or4+nE1L/p2IVTfz4cTlvD/5fWLdYv8SBg7A3EF+fLxwMA4qGUdLmrjknb3syT27OrBUEHivXyAucikmRRBFsUtQjvPFAriJjmiCEwDYuHEjKIeimqfAJG/BQ+fMh1olc5UF6FpbqCUNQS0jqzmLmatncM/2e04rGjlnzhxuHTAA3/IK7A4eRyJIyFFY9b6MSg+qtErqCr5k6+fHuyWrO4z2ReqkxNxioP1wFYJEIGGyNefJ1urh4uOPtfy18ZfF3W0SAxK+IqH/5wjCKcNEkAjMf3woU26Oxs3fnsqcbDqam1Da2REZPxyAtflru8avSiylolmHp1Z5xqRgmUKJW3AoAF/vTmXAllQOFNT3ec52ShnK3yRtrk2t6GEwCYJwShzw59W9UisVBIGJ1/fDO8wRQ6eJX5am0tnaNyn7/xVms44jSfNISb2JlpYUJBIVAQGLGTVyJ2Fhj3QT4/tfI4oihYWFrFu/jg+Xfsj44vEk1Cegr9ZjNBopLi7uGhsUFMTixYsZP348fn5+qFUeKJXW8FRLfSdJe5ZyLP1OUtMW4xmmY8Rlod0Sx0XR2qdq7Ut7oSADk0RBYeAMzBIFVU5W71Cwh9WzpfC0w93iy7iwBURccaqcvLhTDwolU5bcRcKjt7Gm4AeW1MwltN0XQSXD7boY+sU+j7PTcOQHJ+NWq2S8fiCGsgw8JW1I5QpuuuF67O1PaTG1603Ut516ID92ST+uG+HN17eGc93wQDqMZnKzRqGrWAAWFbFefoQ6/rU8cCeZEu3JL3ePIcZHS0O7gYWfHebtrbldCsynw1el4Ou4ENQSCXuaOnjKX4LTLbFMWhTFg9fPJiIiAq1WiyAIeEfOpm3cHiwSI6EtSi4bdAMyhZKKgnT0sVL89F5I9VDRXsHKrJU9zuXm5obrhAkICgVyZxf6aULoULSgdBcRERAk9ojmagp2f0jqq9927SfIpTjNDsVpTij2I6yVYlHDvVA7yGlt0JF/1Nbq4WLCZuRcxLi4jDxtSbCDi4qIIV5IpRJ8Ivtx3YtvMWXJ3cyOmAPALwW/YLKY0BnNvLcjD4C7JoShkp8+NPTy7gI+6j+TdrUdK/VmGtUSbs0oprnj7K0ezsYbm7O559tk7luZgvl3N9WEabOQK1XUFhdSnHq0V8eTyiXMuC0OrZuKljodhWl/D0VkqVSFQuGCRKIkwP9mRo7cRXjYoygUf72qkLKyMpYvX07SkSQUegUWLPgE+DB58mRuu+02Jk06dxJtZX4zq186QvovIzG2e1Ffv5ODh6ZRXPwhlhPquzXFLax5I5lNH6dTa3QlJ2wejU6RhBtTUS2Zj1liAUFNVHwsUkclyghn5D52OIzzRzjxHa7X65mbnMcVyXlU643sqdlPdEcIsxutRpDDXA9krmo8PKYRbHgJeZYeCyIvY6TBogZBwnXXXN2VNwRQ1azjyg8O8PwvmYC1CelPRZ+wpe123kh5jqTiBma+vYcNx+qQSgTunxLBt0uG46ntnRry/4IAVw0/3D6Sq4f6I4rw5tYclp64J5yJgY521vJ7AX6sbeKG6kO8cmwx9bp6Lr/8chYvuaWriEUT6kNVjFUB25zaxiXT7kGY+xAPVBkRPB25ruYSAD469hGthtYe55I6OhK+fz+eH39ElI+1ZLxtdC4yuRSpMg4Ao7mYju9eo2TDoa791DGu2I/06eo8L1NIiRtvVd9OtrV6uKiwGTn/AEymVrJznjqhatsdQRDwDAkjcsRoxviOwVnpTL2unv0V+/nmUAnVLXp8HFVcNeT0cep9+fW8Z2olz8Od7JBY5qZsQquzUGMnYcm2zPOe84hQNxRSCRvSq7oeGidR2zsQN2kaAIfP0urh96jtFcy6qz+Tb+xH9Cif857bn4VV52YfR5OvQ6er6Ho9IvwJRo7YRXj4f1D+hYwbvV7fzTvj6+uLvYc9hfaF7PfYz7jrx3HLTbcwevRovLy8zqnBk3WwkjVvHqWz1YijmxMDB3yGk9MwLBYdefmvkJh4KXXH1lNxw7W0HTmKTC5hyCVBjJrlR/i0GHy+/YZj+dYHsNY9CtepIYhztaRW70A53wf7EdbP3CKKLNyZSJneSI1Oj0oi8OCQB1k84y4M45qoDfuBlKYFGI0tGKvbaVlrDbN9iZ5DWBg3biz33nM3wcHBXXPPqGjhsqX7yKxsYXduLW8nfcCMH2bw8bGPaTd2kpUXwrwPDlDW2Im/i5pVt47gnknhyKR//VuwSi7lxSvieW1efyI87Vk4Iuic+0xy1fJmVABSoLLhIBXtFTz/y1PUfnScxz9MYn2a9fvt6XEDhqASasOsv2NVlpT1mXqSS5tY0liBud0BT5knzfpmPkv/rMd56urq+PSbFXz44YfEulqLHo6RyNgFEUiVA5CpghAlAqkB7lQ9+QgtFU09jiGaLJia9cSO80Uml1Bb0kp5Ts9xNv6e/PV/YTb+MDk5z1JW9hWZWY+yfUUGRzcVo2vv6WWRS+XMDJkJWENWNa16pBKBuyaGdwsjnaSxXc9tWcWYpQJxzWYGHD+MsSiX5xw1CBaR3fYW3t1XeF5zHhHqyqvzrFURn+0r5JM93aUJBl1yGRKplNLjaVTl5ZzuEKfF2cuOyOGnxMzO5nrvCw0NDWRlde/Gbjb3PjepofEAR49eTXLKQhobD1Bc/FHXNrXavyuU81egtbWVrVu38uabb/L1iq/R6XSA1WBe57KOo+5HmTR4EpNCe1f+bLGI7P8xj21fZGIxiYQkuHPFg4Pw8Itk4IAVRIa/gmDxwbwtl+prH0RZlUdc6WqufmoYQ2eHoLp8Pg73PEJxTga1RSkAJEyzloMnb1xH4trVHPppFYLUamS9lJZNksIemcnIE5YmHOXWPJgR7sGUqP9DQ8g6zOYOWhuzqPgsFalFwl6hni/pZMEQf+6fEoGz86kKw105tcz7YD9VLTq8nEDm/xafpC+l1dhKuHM4b014g372U7GIcPkAX369Z0yPCsW/A1cO8uPXe8Z0yUiIosiunNozej3mebmwf3g/vh19Aw5yB+Jy/ZFUdnJ1tZmnv0/l1+17ePvtpXi4v0xD8AYaAzYjzK7j7ZuH4aCSUaCXslynIbjcKv3wdcbXVLdXdzuHVqultraWxsZG/JqdGe0yhOHew+k3ypvJi6JZ+PKT2Du50KGUk+cCze+82m1/Q1kr1W8m0fB1Jio7Of1GWu8NBbbu5BcNNiPnH0Bw8L1IpXY0NydRWfktB9bkI0gEDv20io3vv0lVfm7X2Nmhs3FSOuFj58O/Z0Sx/YFxXDno9E0Ub9meTa1GglZn4Ytx/XDzs3p7Yo4VsMBkdcG/2tFEcknTec370gRf/j3DWpb7/K+Z/Hqssmub1s2dqFHW0MLhtavP6/gdLQZ+fDWJrIOV5x58Burr61mzZg3vvvsua9asobPT2kzRYrGwbNkyVq1aRW5u7hkFNBsbD5J09BqSk6+jqTkRiUSBn98NBAXdft5z+rMorSzlk+8+4fU3X2fv3r3odDqaaaaxsRGwGjmj/UYzM3gm9w26r1fHNOhMbPjgGMmbrZ2jB88MYvotsciVUkRRpCClll3vOaF9PwrnL2VIDFZDRa2wcGTdIb54+Bu+fuIgx3aWETliDMEJg7jknoeJi+pP3d48cg5Yk9MTplqN9131zbxb3wHA/JI0ijQpVG/JxtjWyrH0uzBbrNsElOg3SJA2mykT6slRp3GNSyH/mRrSzSP17eESbvrCqk4c6SPQ5vE07ZQQ7BjMS6NeYfXs1UwOnMzLc+N59+oBvDk/AQfV37d9wG89T98cLuGGzw5z97fJtOlNpx0fqFYS7BjMa+Ne4wOfzWx2b8MHCbca5fy6Pw2DwcAvvxzGP+B+aqK+IVf3JGGuLXx6XQJy0Ui5zIPM2iH44Y/OrGNZ6rJux1coFERFWe8R+W99xktcwZL4JQiCQNRwb5y9PJj9wH8QJBIqnezJ2L2Vlo2buvaXapWYWw1dJeUJUwOYc08CY+aH/wnvno3/BX+NVH4bfypqtS+hoQ+Sk/M07nE/IDcPR6GSkr5jC03VlQQPGIJXqPVHHe0SzfartiOXWG/Ega52pz3mO3sL2GNvQbCIvO7vja+zhvEzF5G5ajOOhQ78N05LUl0NOQ4Ci1ML2OUZh72y7zf3W8eGUN7YyVcHi/nXyhTcHZQMCbKWgA+ZfQUZu7dj1OuxmM3nLCf/PZn7rX1rakta0bqq8Anv/eq6vr6e3bt3k5aW1rWS9fPzQ6/Xo1arqaiooK6ujrq6OjIyMnBwcCAhIYEBAwbg4uKCKIqkpi2hvt7aC04QFPj6zicw8LZu6r9/BZYfXk7a/jQcmk5VVdYr68lxzKHNqY0HHR/sev350c/36dhHNxZTlFaHVCZh4g1RRAyxXnttaSt7V+XSmpRKTMZnaHR1nPQXVLp5kuHug2HDa0iVUjSeV9HZ5o1UJuOKR59GX9JC7fupZDYfxGIx4+4RhGdIGJV6A7ek5iEKUvrnphAxQEftzmKMtTVUHMmjfUhe17KvX+gLiMcktAk6tqqOYbFYCPJwRKM+lT/z7rZcXt9i9SJeMcCXZy/rxx3bVxLrPITSwpFsTZJwSZj1gK72Smb3/+uFSP8IZouITCKwPq2SjMoWPrhuEBGep6+8DXMbQmfwCzzuJ+BxWM/0ZiVH2oKxOHTQ3NxM0hFPwsOH0NySSOKRKxgQ8A0rnRxY2NhKmdSLAYWzEYKWodfrsIgWJMJvOorHxXHs2DFKAvxp2bEdx9ndKw69wiIJ7D+bouSfyfF2wfux/+DrE4ZrfGiPknLPBwafVoPJxt8XmyfnH4Kf73UIxmikcj2u8V9SW1xIU3UlMrmiW98pQRDYmdVATnXPJL+THC1u5LVOaxn61SYVs2OtLt6gSUMYtWAhAG3rC3jLQYm6swPvjiZMpvMLCwmCwFNzYpjczxOj2UJ21al5uQUEcfPbHzP30af7bOAADJwaSOgAdyxmkV8/OEZTTcc592lqauKnn37ivffeIzU1FVEUCQ8PZ/HixVx33XU4OTkBVoPntttuY9iwYajValpbW9mzZw/vvPMOX3zxBaWlpdjZhZ0wbq5j5IjtREY89T8zcERRpKy1jHX563hq/1O0Gdq6ttXqa7FvskdEpN6hHv1APWOuGMN7V7/Hnqv3dJP57yuDLwkiuL8blz8wkIghXnS0GNjxVSarXkik5egxBiW/jkZXhxmocLJnR0wUKb72GLAmjjv4NRA08QWCRm/FYrFWNXWm1WERLeS3pAAw4FJrQv09qXk0C1I86iq4O1DG4aR9LKy1KvjW+q4GidXb5u19JUrXidxhaWa9SwYm0Yybmxvz589HJju1LhwQ4IxUAvdMCuX1q/pjp1Ryd/Tr/LwrmrWplfycUt7t+3qxsXBEECtvHYG3o4qC2nYufW8fPx4tO+1YZ7mMOEc3LBIFdw5WUGAn4X7sONQWhCCRkJ2dQ3v7QkCK0dBI/VeZeDQr+FghRSaaSdYFsCT/cR5quKmbgQMQGhqKWqFAr1KRn5FJQ2sNeY2nkqPLcxqpLAxBqhxEQLMWeXsHqfc80SUl0VVS3mygbfep+Rt0ptOG9W38vRDEf1gaeUtLC46OjjQ3N6PVnrn/0cXID2/9jDbmYSRSE/LWuSR+k0Ho4OFc9tDjXWPa9CbGvLydpk49T81TMy0ytkfH43359dyaVYyrWWDrJf2R/8aFLYoijSuz6UipJbl5O0n6LOzbWwmIjmPykrtw8Tk/xeFOg5nEogbGRlzY3BSjwcyaN5KpKWrByVPD3IcHnbUbcX19Pe+9916XcTN+/Hh8fc9+TSaTiaNHf+XIkb3U1FiFDhctWoSPjyNmcwdSqTsymeyCN8c8GxbRQm5jLsk1yRytPkpSTRI1HTVILVIC2wK51PtSbrryJgCyG7LZf3g/w6OH0y+g3x8+d2lmA36RPXuJVeQ2sv69NIx6ay6TmnaG7n6Mejs5xwO96DyRUyOVK4idMJXYKUOpbHiHhoY9AGg0wURGPIPuQylllZnsqV6NUqnh1k++QiaTs/S1F/nCN4ZFFenkhVezOHEmjmZ72gOPURb5uvWcykBCo1Zw27e5uFYn4SdtRmNnx5LFi3F2dkYURQRBQBRFVmav5IV9H7MwfgYPDnmQVYmlPL4mHYPZgp+zmrcXJDDof6Bc/P9NfZuef61MYU+u1fC8ZlgAT86K7lGN2W42c2VyHsmtnbgbzHx+oJMGnYl35EUMlhYhCAJzLvWhqelNFA1+BCY9DmaBo8ZC1nZW85R2OCLgeVcCCr/uHqP169dz5MgRggoL2Rx8BOOgaL6f/X3X9t0rczi2owwBA35Zb1Lo4YJr5K1c9dhoFCoZHWm1NHyThSCX4PngYHLS69n/Qx7Ro30u6nYwfzfO5/n9j/HkLF26lOjoaIYMGfK/nsr/BKPBTE2OlvoMa0lmh7ARBJGIYSO7jftiXyGNHUZcg37itWP38UNuz+qlUaGu7B4fw1ejIrsZOGD1vDjPjUDh70B/7XjGuYxArlBSmnGM5Q/fxaaV32E29X11pFZIuxk4zZ1G2n+TB9DW2EBh8pE+H1eukDLz9jjsXZQ0VXew8cNjmE2n8mfq6upITEzs+rerqyvTpk1jyZIlXHvttec0cJqakzh27GZa2+4jMuoHpk4tZfr06QQEBCCXO6FS+bBlyxbef/999u/fT1tb21mPd74YzAY6TZ1d/16ds5or113J84eeZ0PRBppam4hpjGFW+SwG1A+gJL2EujrrQyvSJZJF0xf9YQPHYhHZtzqXtW+ncGjdqUTyzjYDmfsrSNpYjF11FtIT8+wUNSj7D8BlyhQ6pQIaRydGXXUdty77gsk334ZXwEAS+n9OTMxbKBRudHQUkpxyPeX+S8lttX5mMRMmI1co6Whpxq6qjOs2fYV2rC+zUobiaLZH9FKgnXMy50xKUMaz/Ph2KuqqY/hJm5HKZFx7zf+xd57hcVRXA35nZnuRtOq9WM1N7t3GhWY6pncIJLTQAoSEEAgktI8WCC2hQyAU00wx2GDANuBu2ZIlF/Xetb3vzsz3Y2UJY5tAQkIS9n2efVbaPTNz792ZuWfOPeVsbDYbLQM+Tnp8HTu7B7n5y5u5c+OdqJo+ury9/Pbtan71ZjVhWeGIsRl8cM0hPwoFB2JLcc9fOINrDitFEODVTW3UdLr2kzNLEn+bWEyJSU+/TuLqaSawaDAljaKodDSqqvLZpx7y864hmNRIT0Use/oUbRHHRzy0eGsQgG3vrOOxysf2cXieMCEWpNCRm8vUBpF6Rz2OoGP4+7mnlJBemICKjvbRPyUq+OhrfJFP/7oTVVUxVqSiK0hAjSi4V7RgtOoI+aPUru0kHDiwv1Gc/w7ilpwfCZ11Dpb9cRumJJFpZ67i0we3oEQMXP7USxjMsWRm7mCEef/3Ke5glIsWO3i97R5yLDl8cPIHiIKIyx/51gU6ZU+Yvke3IbvCRAoF1jg+46nMUvwGE1duXcnRl1xJdtk/Nml2OgNc+NwmspOMPH3+NOztLbz82+uQtDouefw59KYD+xF9E4OdXt68byuRoMyEQ3MZvcjG2rVrqampQVVVrrjiin1yovw9XK5tNDX/adjKIAgasrJOobDgCozGEcVIURQefPBBPJ7YsoYoipSVlTFlyhSKi4sPWgj37+ENe9nev53K3koq+yqpGajhV9N/xenlpwNQ56jjvA/OY4plCoXOQkLtIZQh5S4pKYnZs2czefLkg2by/a6EA1E+eraW1h2xJJHTjy2kaFIqXyxtoKveiaDIFDctw9b/ObsLS5AqZnPohZeQkWdC1Gmp37SOoknT0BykPZGIm4b6++jqfgUVlb5PxzDQZmDe7Q/gT0xmns1KNBymdvcmtq5Yz5H2WUR0Mnm/mIWQqFBffxeG2vFoNufgIMgr+o3ohChnnnkmo0ePZmurnZ+9sAWHP0JC20gg7gAAdn1JREFUYjdq9p8QBZHrpl7Hl1vH8dHOXgQBrj28jCsXlSD+D1e8/ybW1vXT0OflonlFB5XpCIY5vrKe7lCECpOWcyy1nFVyIk8//TQTJkxgzpxZbNt2Fi73NjI6zidp56GoqGzoe5+SjEX8pPRWFCnAgwsf5PCCWBSdqqq8/cSTWN94HYOvj59fqjA6ZQxPHfEUSYYkIJZkculdmwk4Wwh7l4KqkuO1Mebym5h4/FjCHR76Ht2OodxG8rljePXOzTh6/Mw9tWQ4I3KcH5Z/ZP6OOx7/SPDYg0hakaxRqfibJxANbqdw0sRhBQfg2S+acQejlKRbuG7uIj7ofpRObyeVvZWYlDJOqG7gPJ2FWxaWHLBOD8SWZkRRRLLqSDl/HPaXd5F+7GimixXcWlNPSKfhnexyRm/b8g8rOf2eEG12P3W9Xm5eVsNdS8aRlJnNYEcbVR9/yIwTT/3O+0zJsbD44vF89sZ2OiPb+OSxkdw8ZWVl32kpaffum+nsimVYFQSJrMxTKCz8OUbj/rmGRFHkiiuuoKamhsrKSrq6uti9eze7d+/GYrEwe/Zs5s49cGX4rzMYGOSJ6ifY3redPY49KOq+EV277CN9Kk0q5YVpL/DqK68SIGY5ycrKYu7cuYwZM+YfVq4OhKs/wAd/rsbe5UMQBSYfkYfPFWbpXVtABb1/gOLmJ+kwy9SMzgfCaFrXY8u4HFEXU6pLZ8z5xmNotQmkrD4FjWsUPeOfZkbSmaTecBJL6tqpa27k0bEFnJxhY7l9NYvd41FQUQ9rQ7LNRxBECrW/pG/zDgCeQKF49FQOHZvN6NGjWV7dzbVLtxOOKmiN3cjpz5Cit3HfgvuYmTWTYt0Am1rsPHDaRA4bk/G9jdt/I/PL0vaxuLbb/XQ4AswuHsnMnWvQ8crEUZywtZ46Tw/31j9Ook7LJRdfwkAgiiRpKSi4jOodl9Kb81escgXSnjRmZh3HzpIEAvZZ6FM/49a197HwnIVoxNhS75ILzqfuL39BDUaY4EqmWtjNzz76GU8d+RQ2g42EFCNHXDiO9x6JIGoKUKKtuDR9DN77WzpHP0tOqY30a6agy4o9JE06PJ/PXtpN1SftVCzKRfovyGkUZ3/ilpwfEXJUIeSP0rD5Uyo/eJcpx5xI1gQJm20mvrCBefd8iicU5dGzJ3PchGxuXXcrb9W/xYmjTmaVcwktFoFCr8rqoyYcMPuxLMssXboUrVbLSSedhCRJqLI6nJ/k6Y2t3OyPmZD/aEni7OmFAIT8vu9sffmotofLXtqKosL1R5SxSGpl5Z8fwmxL5mePPING+90iuTweDytXrqSmpmb4s/LychYsWEB29neLiunqep3de35LZubJFBX+HKPx2z8F9vb2sm3bNqqrq/H7/cydO5cjjjgCiFl9IpEIvaFeagZqqB2sJdeay1mjzwJi1ps5r8xBHYpDyrXkMiVjClMzpjIlfQr51ny8Xu/weR8Oh3nwwQfJyclh7ty5FBYWfq9+QaqqUvt5F1+8Xo8cGVG4RElAkVVUVSFX+JzBznU4Tfq9G1FYOoZZ511EzuhvLncQdQSRLDrUqIJo1ODb3IP7kzYEq4RpXBo3pau80esgSQnx8Yxi8qypeMIeHl57O9O7epByv2T8+EdJNRxK+x+3IgQjrCDKjrReHr72TARB4Mm1Tdz9YSz/kT5hD9qsl6hIK+c3U+9hQtbI7+oJRv6rQ8P/FbgCEU758zpaB33838kTOOVrqSi2uf181PASr1Y/zk/6T2Qy8/mZI8zfLpnJxGwL6zecSjRai6AaGd/4EqgCxiWFPPLYWv5WcAeixs8htst4/IQrhvc58MSTaFJTGZxRwk/XXc1gcJBSWylPH/k0yYbY8uGGdxrZ9tFuQo5nkOUweYNuLGlHs/ivv0b6Sl2zaETmr79dT8Ad5vALx1I+8z8r6vHHyD8yf8eVnB8xdXV30t7xLDk5Z7O89Vwe+bSB8gwrH15zCKIosKVnCxeuvJBg0jl4Eo7CEFb5oKKYsdkHHre2tjaef/55FEVh7NixnHLKKftYBMIdHi7d3MSHSSrmkMLHU8soTDbyt99eR0JqGodeeBnWlG+f0fev61v43Tu1ANx38jjsz9+Gd3AAsy2Z7NLRFE2eRsWhR36rfYVCIR566CECgQCjR49mwYIFhAa0GMxaMkcl/t3tIxEnWm0SAIoSIRjswmQq+NZ9+TrRaJS6ujoyMjOo9MSWmxoaGrDtttFubqfF2oJdb2dKxhReOPqF4e2eqn6KPGseUzKmDEc9RSIRduzYwbp16xAEgZ///OfDyozf78dk+uaq79+VSFhm/duNNFX24XMduEZYerYO065H2a3EfJBERaEoKY15v7mF1FHf7OgZ6fHhXt1OoKofTYaZaL+frF9NR7To6NhdgyhJrLKk8ev6TkRF5kbl91QIvUyb+SwGQy6bNp9AMNgBCCQlzCZ3y3UMtPbxnq6SBsXKPb84i8QkG7e+W8vfNsby9/xkTiGzxnfwZdcGIn0nsry6l3eumMuoNMs3tvXHTDAic/3SKpYP5be69vAyrj6sZB9FWlEV7n7/95y9bgGdJj1vBAaoNEmcmthCOORj8pSlgJOctAsoH3MzDreTvzzyOJ9qGunN3YISsXJl6dNcviCmENvtdqqrq0lPT8eQY+BnK39Gf6Cf+xfcz+LCWJZ0RVFx9wdw9dXxxh2xoIuJXXYOeeEl9KNGASB7w3g+76Q+qrJpeQspuRbO+O30f2twQJz9iS9XxflOpKYdSnvHs3R2vkyOaTo2k4Frjygd9ieYkjEFk2UB/QlHAXBLUvJBFRyA/Px8Tj/9dJYuXcrOnTGHvlNOOQWNRkOo1c3A0zu4RSuyY7KeDovIhevreaFEy0BbC33NjbTVVDHvrAuYeMTRiOLfXy45f3Yhnc4AT6xp4jfLdvLAkWfQ/MaT+Bx26jetQ9RohpUcVVFY89IzpBeVkFVaTkTUUF1dzWGHHYYgCOj1ek444QSSkpLIysqipXqAD/5cjcGi5dRfTyMh9cC5M2JFKf9EV/frTJn8MiZTAaKo/YcUnD5/HzUDNfgiPo4vPp6xY8eiqip3rbqLgcAAkwYmkaamUeQtoshbBGbIS8nD4/FgtcaiTS6ecPHw/gKBAJs3b2bjxo34fLFwWb1ez+DgIKmpMWXyuyg4qqoS9EXw2kN47EG8jiAeewivI4goCRxx4TgANFqRluoBfK4wokbAaNEhiOAZcGIwK8w9bRppOz+gfWkNzWW55PlCzLnxFtIWHfqNxw+1uHB91Eq4acSpNdoT65drRwc7O75k0ztv0J2cySunXA6CwKKaDykvbsKy+6fs7n4AuayHYLADQdCgqlESds7B02JnhW47QSHEuGQDNpuNsKxS1dmPANxy3FgumldEn7uYp1Za2draiSDAxmZ7XMn5BgxaiUfOmkxuspEn1jTx4Ko62h1+7jqpAp0mZjERBZFrj/o1V3te58OMCVxRl4q2tY9uguijAVqaL6Cg8GE6+18gLXshKSnzKUmxkF9p5aEUCyGjhwc3PYNFdxXnzS5k586drF69msLCQs6YMoVnFz/LjoEdwwoOgCgKJGWYSMqYxKyTz2TDW69Sk5FE0uWXMeW99xG0WgaeriHS46NwQS6Vegl7p5fBTi+puQfOAxTnP5e4JedHwM4vuqj6tJ2xc7NJznSQWVqOVhdbHti1+ya6ul7DaCykYuI7mA3mYSWnqd/Lwm01hLUGCrw72Xj82d/qeHv27GHp0qXIskx5eTmnnXYakirQ90Q1kQ4vrdkGzhqjIawROCes5zdjjHz05CN01+8BIKu0nCMuuYq0/MK/eyxFUfnFa9t5t6qLsgwL7142g4GWRrrr95CSm8+oKbFousHOdp6/7nJkvYFwajZRqw0EgSmFuUyaFkuGqDOOTPjhYJS3H6hkoN1LcraZk2+Yit647zOBqqo0Nt5Ha9sTAJSX305uzrcbI3vQTu1ALbWDtcPv/YFYKvlUYyqfnvbp8FPjvZvvJRANMC55HOnhdAYaBti1cxeRSCxKTRAEysrKOPnkk9Hr9bhcLtatW0dlZeWwTEJCArNmzWLKlCkYDAcuCBkJy3jtwZgS4wgiR5ThooUAS+/aTH/bgfO+6IwaLn5wPqFAFL8rRFe9E71JS2FFCl5HH5+/vJSGzWvIGT2G0393J1G7ncajj8Y4cxa5996DeJA2AQR2DeL+uJVIl2+fzwWjBt2kJOrdW6n87D1CPh8BvZGXz7wGu9FCSfNOTvr4VeYddRE5u1IIC2Fa592IYrQD0B0cT7j1V4R6NtEruNBoNFx99dUkJCTwUctH3LTmTsTQKN475//oGNBx+Utb6fOEsBo0/OnMSRw6+sftf/NdeGlDK797pwZFhbklKTx+zlQSjSPLe3fU1fNoZ+z3vbq2n7c6HRxn3AOKzPgKsNleRCNZmTbtbYKfRQl80UOlvJnfjn8OVdaj7f4tq687DjXk46GHHgJg2qbNTF+wgPRfXo8wZFEeDAyiopJqjCn5XQ0OXv/DTURD7ZT02CkoGU/ydXeTGlWwvxILKfcdWUjGaBuJad+vxTPOdye+XPUt+DEqOaue28mejT1ULLSx+e1b0BqMXPL4cxjMFiIRNxs2LiYc7qOg4DJKim8AICIrHL68ij1WgTR/gHWHTcVq+PaRNvX19bz66qvIskxZWRmnn346gl+m79HtyO4w744280g6PDwqhyNGZ6AoMtUfr+DzV54nHAggShLTTziF2aeehaT5Zl+HUFTm9vd3ctWhpQet6Ny4aycr3n+Pft9IGLXG7UDX34kUDjLzpNOZN5TIMBIM4h7oR2dM4c17K/G5wuSNTea4KyYgDjkfqqpKfcNdtLfHigaWlt5Mft6FBzy2O+ym0dnI5PTJw59d8OEFVPbtW0FdFERGJY5ifOp4bp51M3pJf9A+B4NBamtr2bZtGx0dHaSnp3P55ZcjCAINDQ289NJLAGRkZDBnzhzGjh1HyBsl4I2QljfyNPr50jq66p14HSGC3n1D+/cqLnt5/9EqWmsGMSXosNj0mBN1iJpY+YVwIEokKNPf4UGjlVAVhZKpAn77Buo2fIk65ASdYkvl7If+jM5gRPZ6kSwHt4QowSiiQcPAczUE94yEA+sKEzDOyqCuYwMb330DezCEMRQgNa+A4tPO41S/AZvHwbmvP8aiuSeR25KHiMD7Rc9RWroGAFkReXj7L0lxhSiS7Oj1euYdfTI7nCJB63s8VxMLX56ROYPZll9yzwfNRGSV0nQLT54/jaLU7x7B92Pns919XPFyJf6wzJJJ2Tx05sj1oKoql2/dxjKPiKSonLrNzg57B/N1sdp3s+d8gEYziMUylgrjs9j/FvOTWmb7jM8lF78+6TqmFMeiFt99910qK2PXVmldHXOtVvLuvx+XNsJPV/4UWZV55shnSDOlUbmylXVvVqFEmpm5YzlmXweb5vyCk+48h8jbDYRb3Zgmp5N8Rvm/ebTiHIj4clWcA9Ld6AQgEoyloE/Nyx+Oqnp5s50s43VI4Rtpa3uK9PSjSbCORwTmGE20hv28MH70d1JwAEpLSzn77LN55ZVXaG5upr+/n6ysLFLOH0v/E9WcsNvHicmZ5Aw9DYuixKTFx1I8fSafPvsXGjZvoK2mijmnn/N3j6XXSNyxpGKfz6ranUzMSyIYDPLuu++yc+fO4e9Gjx7N+FGFhAd66arbTXfDHrJKR25i7bt28Pb//R69yUxybjHusJmWqkw+fVHlsAsmASp1dX+go/NFYF8Ljj/iZ+fgzn0sNG2eNgQE1p+9HrM2NjmOSx2HPWhnXOo4xqeMZ1zqOMpt5Zi03+5p0WAwMHXqVKZOnUpfXx9+v3/Y8qM6reSmlJIgZiJ5E6l6zcc65+coirqf4uLqCzDQPpKbR6uXsCQbsCbrsSQbUGQFQRBwDwY49Pwx6I0aJK04nFztQAQDLUSD69m2vH34s1SPn1F9TtLUHjRDRVEPpOBE3SGc7zUR7Q8gSAIZV03GuigPTaYZbaoRXUkiLTqB9wZdvFITpXHJ5WR77DydY6V8ziGIokTF+58yecXLFKXmk9GZhYjAZ6mbKChZhyBoUSIqOsXIGLUJs2REFEXGzD2Ky95qxheWMWRXok2EC8ddSJF0Gte+Vg3A0eMzue+0iVj08dvmP8Ki0eksvXQ2v3unhpuO2TeyUhAEHp86GfvaLaxFy7sTkxm3GVrCPgrpo77uEMaMfRevdye+om1YF4/Gs7KVE+0LWSIIyKtbYUjJWXjEUSQmJvLZZ59RX1aGu6eHBeeci/mem/BGvPT4erho5UU8u/hZJh+RT3eji5ZqC1VTCqDnGbz+NXzweBlLLphE+Kkd+Lf1YZmTjS7PSsAbxmj5ftIqxPn3ELfk/I/jc4V4/tdfggCpGR/TsWsH88+9iOnHn0yfJ8j8ez8jGFF4fsk7yP5PsFrGMX36MoSh1Ol97iDpQ9aRsBxGK2q/k/NdU1MTgiBQVDSSN2NvdlEA2ymlmKdnUtXupCInYTg0vX7TOmyZ2aQOLVlFQkGi4TBG69//zd6v7uLKl7dx5vQ8fnfcWF549il6e3sZO3YsCxYsICNj/2WGvZlsAao/Wclnzz9JNBzaT86UmMGEk8wE9csBgTGj7yY7+zQAHq58mOdqniOq7p88LNeSy2OHPcaopFH7He+fQVVUBrv29RXYa3H5OoIoYEnSc9ZtM9HqYub7rnoH4aCMNdmAxaZHEMDe7Wegw8tghzf23uklEpI55/ezSMqIKWFbV7SwYVkTRqsOSSPgdQZBjfVHEHYRsH+IIIrkRlQKGtpICIZBoyHrD78n6eST9+2DqhLcbcf9USuR7q8sSUkCmb+chsZm4I3uQZbVN7FDMtIb3nd8kzUSO+aNRxIE3AN9PPuLS1FlleMmXo3RqWWPoQXTRcXoB/9CT/8mnOvuJiMa4nNN7BxMGzeHByojKCpIpkZshW9w5/zfsrhwMeGowjlPb2BheTo/X1gcdzz9Hvj6ud866BuukRdWFM78pJZ1GhlDROUqkwHTjtX09vYydVobJtMadLo0Zs74kL5XW2BnTEFXVAXrT0axR2/ispe28sfTJ5Kl2nnrjTeIyDL5La3M27UL7f/9lksHH6Hb101hQiHPLH6GBNXG0rs24xkMgtJI0PUOgpTD+MOuZKpFS2BbP1Kuhe1aDa07BjnnD7OwJh98eTXOv474ctW34Mem5DRW9rHiyRqSMgR66x5EVRR++vDTJGVk8of3dvLsl81Mzk/i1Z+WUVX1U5IzryItdeF+Sf/u23wfyxqW8eSRTzIuZdxBj/f3Ju+BgQESEhIIru3GvaoNw7gUnsvX8VDEw0WCidsPO7BZeM1Lz1K7ehWLLriY0fMWHvQYPT09PL/sI55pTSKiSpSmW7jtsExKMpMOqNwcDDkaZaC9le663XTX76a5qpaAuw+AKT+BsG4PvtSLyO4ZTduGTWSVltNidvBw7/Mk2dJjFprU8YxNGcu4lHEk6v9+hNa3RVVVelvcNGzuo6GyD58rxE/+by7mxNjyVs3aTuzdPqw2A5Zk/ZACY8CUqBv2t1JVFY89iNGiQ6uPKTzbV7Xx5ZsNcIA7gqgROPbnE8gfG8t3EvRFiASDfPz0u7RWf4moLSCzdBETFuVSNDGZL+77A8nvfIgxEARAV1JCwQvPo0lJ2We/3k09uD5sRv1KVtkeo0hdRRJnHFmKaNbSuGUjFzX1U5ceyzNkEAWmJZiZZ7MwRVKw1O0gu6CIzJIyAAY72uh/YzeWHiMuycv7C7fx6yNuYtC5gyce38H57jyiyLys3USbqGVFKLadNWkr+aVbuXr8nRxWMna44nZUVvapvh3n+2PZtk6uf72K204Yx3mzYs76nmCEU7c3UhUIkhn4lDcmnsDG1Rs59tgj2bX7bPz+JqzW8Uyb/BYtD29A16cQFiLcUfAUWtuZrNymQSsJ3Hj0GI4tMfLBO+8ya/VnCNu2g1aL+a3nubjqN3T5uihIKOCZI59BGDDy5n1bCTrfR4nsQZQVcvwZlF99K6lfdqJGFDaatPR0+Zl0RD5zT4mXevghiC9XxdmP7sZYJIre0I6qKKQVjiIpI5Ned5CXNrYCcN0RZej1aUyZ8jbHfLCDXnEHT44rYGbRyITU7+/HHXbzbsO7B1Ry+txBfvVmNdUdLu5cMp6jK7L2k+nt7eWFF14gPT2ds846C1uKEdPENCJrG5AlgWcUPwv39HFY+b4FH+VohNbqbQQ8bj549AFq137K4T+7gqSMkbwV4XCYjz76iC1bYqUdbps1h4dqROr7vFz0ehO3Hj+Os9K/vfVE0mjIKComo6iYSYuPjfngbGmh2b2e1bodfNzej6fjZS5rn09wZyvtO2OJ5M4kD0mrw5TgQm/dwaTfnoZpSMFpqd6Gs6cbozUBozUBU0ICxoREDBYrkuabL0VVVRlo99KwtZf6LX2xp84hdEYN9k7fsJIzfv6+pSYiYRl7l4+22kEGOrwMdHgY7PQRDkQ59ooJFFbEnDCtyQZQwZSgIzXXQkquZfg9KcNE2B9l8/ImdIZeuvfEfG0ioeDQtgqn3/QrBEGg+/Y7yHn17djBBYHUyy8n7eqrYv1Q1FheG52E450GfBu6GdQKbMnUsCVdS2WmjlZBASKUNuyk7vW/0tNQR1lxBRnpORw3ppwFo/Lo3LaRpspNbG5uBGDiEUcPKznJOXlsTdlAeY+OR/Ke5+Yp1wLw7HtRTnfHHKnXST18LGfQHImd4yeM+pBjR33MrsjtXPnXNi6cKw0vqcQVnH8dW1sdyIrKLctqaLf7ufGo0VgNWp6ZkMtJqx8m0P8Kd2yv4t4THmNXX4jR5XdQue1sPJ4a6hpvp+zym+n+0xZ0TkgMmXFp3uL4ib/gvaoubn9/J+tGp3PfuT8h6YLz6f7tzehLS/BobDyz+Bl+uvKntLpbuWjlRTyz+BkOOb2M1S8dQsjdgiKFEIP1VL30EXOXLCRZKzI528qHz9RS+3kn044p3C8QIc5/JvFf6X+cvUqO3xnzSSkbyhz7+GcNhKMK0wttzCuJTXK3rW6g2gqSLBCJDKCqtuFlq+OLj+fDlg/5sPlDfjntl2ilEUvPqp29/OrNauy+WE4Ui+HAp1U4HCYajdLS0sLf/vY3zjnnHARR4Mb5xax7v5otVoGrGjtYk51ImnXE6VbSaDnnrj+y+d232PDWq7RWb+OFX17BnNPOZuqxS+gfGOCNN96gvz8WnTR+/Hjmz57E4sMSuX5pFWvq+rnp7R182TDAXSdX7BPV8fdQVZWdgzW8vfNpNrS2EnKqJIRSKIxOp6uoBsuC8Rwy+wTWv/kFPkcbqjKIHAnjGezHM9hPwKtiGnrg2PX5Z+xc++kBj6M3mbnwwb9gTrIBsPvLNfQ2N8YUooQEnL0q21f1g2BEEIxoDCZGTUyjdFo6+WNThpOYBTxhBEHAYIn1sXFbHyufrOFA9lpRFPA5R5bk8selcOG98zAl7Otz0NfqZvWLu6ld8y6RYBUoIxFWiSlpjErNZFR2PrLdjiYlBeuihThffhkpOZn8Z57CUFxEtNeOb1svgcpejJPTSFyYwyrRziOztNQNLYca5BCJ4T5yUMj2OPj4zXdIc/aRbNZycakNp8tJ05sv8KbLiVaMkqANkWoQSMvNJy8Z1I5toCoIOiNJCxL5tfx7ZqZ24uj+G9mWaRzd7qZK00iakMVKoZnm8AQ0osAdJ46iSOPn0XWn8XmnGVDpcHiRFRXpR1qe4d/FH04cR2aigftW7uHJtU10OPz88fRJ5JosLJ17Fne9totLNyzh8vrb2eVcyLs/PwRRnIKiVNLZ+RK5OeeScckkmj/YxuroFqJemT8f5mNG4ThuX76LT3b3ccyfPudPZ05ixv33UV1dzdsvvMD48eN5YsJdXLvpRvxKFEVVGHdINt0Npdg7T6ej5kVa05IY3/IqzQNTKL5sGkmKim15M44eP7WfdzLlyH88D1acfx/x5ar/YVRV5bOXdtO+qwd7y0MossxPHvgzIUsqC+9bTVhWePnimcwpTmXV7j7O7+xEEQVuZx2l4hOUlPx62KE2qkQ54o0jGAgM8KdFf+LQ/EMJRmTu/mAXL6yPWYRKswQOr9Bww6LDEYeUo69ngu3o6ODFF18kFAqRl5fHOeecg16jo+mNPZxsDdBrEpnuEXjnuIoDlo6wd3Wy6unHaK+tRgX0xWNwGhOQZRmLxcJJJ51EcXHxsLyiqDz9RRP3rthDVFF57sLpLPqapWjvWIX80X0qkFd+1EpLbS+7W5uwhJKR1BHlTUUlOdfEqb+cjs6g4aOna2iuGkBvVvEMOkENoKoBJG0R6QVWTv31NLatfJ/22moCHhcBt5uAx03A62GvBnLNS2+j0Wpx9ft578H76W3cdNDf9qKHn8WWEevH9pXLaa6qxe8dhavfRskUgdknT8Cakkp/u4eld27GaNWSkmPZx0JjyzQjaQ5spZCjUeo/303zxmY8HT045Wz8nk+QI3VoEMiPeMkZtJMwGESNxvaRc6hKQrYDTn+RkLYMTUYm0VXPoq/8zUH78bOxv+f9tIWMtxi5xPk5p395/UFl13hnsKVdj85oYuYYCzMCb6KoBkLKZALKDILydGzaP2GUNtNVVkJNhhODLhXVb6d0z4V8MBCiQ4SIGGZl3sd4nNM4s2I+l00/icte3EpVhwsBhVNK3+OUcW1UVDyCxVx60PbE+f54Z3snN7weK3A6JT+Jp86fRopFz56nP0dqgl9MFqkWnSysd1AS3k1FxRos1i5stilMnfIqy9/9gGXNS9lo206u38brZy2jza/hylcqaer3IQqw7Iq5RHobWb58OYqikOL3M29nLSl330x+xWwA5IiCqBH47KnH2PbJCrRRmaOKxlJ2f6xK/c4vu/jsxd2Yk/Scd8fsg14/cf41xH1yvgU/JiXnq9i7OmmrqWLSkcfw27d38LeNbcwalcyrl8ym3xNiwee12I0i0zzw+KRt1DfcgSRZmDVzBQZDbOnp/s3388LOFzg8/3AuH/sHrnp5G3t6PYDKommt1EVexh12U5BQwBnlZzAvfQknPb6eiw8ZxWULioefijs7O3nxxRcJBoPk5uZy+uEn4356FzVm+OkME7Io8AvBwo0LD7zuraoqtatX8cG77+BPjFmhSktLWbJkCWbzgUN7t7U5WN80yNljsrF3+/AMBnEPBHAPvXsGg0QjMtafd9HobuC2Obex8qlqGrYOjOxEVLEmGzEn6Ohv9yBHVAonpHL0ZRXIUQWNVhyORGquGqC5aoCueif545I57oqJw7vZ8kEz6QUJ5JTbEESVoNfLYMcAA51aGrb00tfqQQ7vwWCykzfGSMDtIuBx4x9SjCLBwLBCFA5Gef2u13D0piAIMQtMNLCJaPALkjKyyB09hmlHHk9yoooQdELAMfRywrglYB1a8qt5E9Y/juxz0NIboabHQpPfxpkZ1WQle9ic/CC+119BjjjIcPmRvnrbEFR01iip47wkFgQInvkqq9pL+KLbSXJkJb9qv++g5+XWxY9jyz2ENLOZ4KaXSN1wG6qqEgvAEpB0+pg1URDpGXs54ZLjyMwsJrx+C4FNtYQiY4ARxXSHdTWHCI/QWKLDnp5EdV8h83u0TLbHLGhejOzSC+zUS3iS85lY8mt+9ZmWbp9KolHL3ccbsfp/RTjchygaqRj/CKmpiw7a/jjfHxubBrnkxa24AhEKUkwsv/oQTLLK+39Zz5UTrIQlAWN3B+c1bEdUouTl1VFYtJHiUTcQCi3i+VefY0vGem7pvoweTTvHXnUxgsnK796pxReK8vg5UxAEgZaWFl575RUCoRCGQIBDKrcx8dZbscyby9qOtRQnFZNpSOdv111Bf28XNl+A8jETmP7LO7C/08jyGjvBsMJhPxnD6Fn7L8vH+dcRV3K+BT9WJeerfLq7l/tX1nHr8WOZXmjjxPd3sNmqYgsorJk3ljSrlq1bz8Dl3kZKyiImTngKQRCoc9RxyrunoBE1XFP8Kre920BykovC8g+pd28HYrleFFVhbMpYZutv56FP6gGYPSqFB8+YRGZibGmiq6uLF198kUAgQHZ2NqdOPgr/m628WKjlT+UGNLLKe2VFTM5POmg/ejraeeGll1i46FBmzJgBQFPlbjSGNDyDoZjyYg9yxEXjhh1uVz5VQ8PWvoPu88Upt+LTO3n/xLdp+vwp7H1d6CxuJk27gZzCOcN5cnqaXCx7cBtyRGHioXnMO33kiT/c6UWQBDQZJkL+KEFfhKT0WFSSeyDAizevB0BrkEjKMBEJRHH2jeTvEUSB3NE2SqelM3p21n5+RNFwGEHSsPPzLjYvbybgieW3STT0Yctx4LDX0dfcyFRbGwsymg/aV/X8d1FzZxPcvYeWlx+mub6aZsFGSBqxWE1Ru1kww4d40uPUX/QHor29aJJMGHO0GEblYZo8Hm35aAQSkTIzaRLMHLnbiU+IKR5aJYJOiZATUJmuM3Dy6Czm5qYAAu7BAT566nFad2xHlDQo8ojzsShJ5I4Zz1FXXIs1eaTUR9QepOfezfv0o0vbz0ZrNRssO6g1NXBVuo9CvUJ3YAy3fnkx12pXcIa4khTVgSjsf7u7OnwFdelH8eR508gX+4j0bGGPYyn2aCMzZryHwfDdapfF+cdp6PNy4fObOGFiNjcsHg1AsMnJa8t2cuMkI6ogkNLcwWltMd+7seM+IyWlhylTXub993bibG7mJH9MKW0O16GOhsmnnIghKRnt0LXrCkRYv6uNpi8/oG9wEFGWmbZ1K+lHz+TihLdJN2fw9BHPUPXXJvZ88RC6aJjpDe30HHE+ueo03LLKrqBCVkkiJ/9y6g8zUD9S4krOt+DHpOS4BwJYkg3DE/xX2RsFdf/aRu6XPYiKyl9zcjh8dGwJxOurZ9OmE1DVMOPGPkhm5gmoqsoZ75/BLvsufjPjJqpaYNXAA4SVEAbJwM8n/ZxTyk5hRfMK0oxpLMxbyOtbO7jt/S2o6S+gDczk7iPP4diKWGHDnp4eXnjhBVJTUzn33HMJrunG9Wk71082Mspo4I5jxw7fmCBWz6mhoYHRo0cPfxYOh9HpdPS3eVj1XCX2bnm/vp7+2wmk5cUmyi0ftNC0vZ8aTx8dYh0+az0eQz9ugx2v3s74jHEcVXA4+f4PiXi2IEkmJk54Gptt5n77rd/Sy0dPx2pnzT+zbDg7cP+zNYTqHIhWHYaSJPQlSRhKk5AS9Ay0e9ixtpPmqgEC7n3rOumMGspnZTL9mEKM1oPk4ujfA3Ur+ehjK/U9MZ+ABKmbWZaXKDGsRzj/LSg+lJDfj2fFPaRWPxT7vXWJROVE+pr9hASFcIJIrVxB2JWEx9GJxzjiA6WLRMl2esl1+ii55lpSLoglSQx3dSGlpdEckdnk8LKhy8kmt58pg1FuqvSRdtkExPwESj+rIimkMN0uM82rsrA8jdKZuQhGDf2tzWj1Bio/fJfqVSv2UWwM1gSKp8xg1JRp5I+ZiL/NRX9VG/aIncLTppJliT0177nrE1oi7Wy0VLPRuoM2XQ/p5nRKE7Kx+jcx3SyToBvNNR9fSAkOpms7UFX4MpKPxVjDdRUBDtFZEfp2Eu6s5r6ch7j27BMw6TSw/jFYeVNszIxJCBkVkDEeMscTSc5DmzMLNAdP0hjnn8flj2A1aIbvW1FZwb2qhRfr+7h7XOwhqXRPM4f1VJGbu5vCos0YjTmUlrzBI48/QoZRw/GOhUiIKKpMvacSdYKemaedgSU5hStf3sbyHd38dHYuxd5a6upj+cOOXLGSulKFhxb5SE/I5hrf3TR9vhMtJmZufoCuBGgbeyWHWHNwJeiZdsNU9N/Bvy/OP09cyfkW/FiUHFVReeaXnxP215Oe18nko46ieOqM/eQaer1ctLGe+SYTdxy+b/h2c/MjNDU/hFabjJTxCvev6uW0+QP0hZo5ufRkzFozJ75zImOSx/C72b8jz5p3wLY8vPk5ntr5RwCUqJly82Hcv/hSRtny6e/vx2q1YjAYUBUV+8u78NUMojFrSb9iEpqhfBSDg4O8+eabdHV1cfbZZ1NWVja8/x2rO1j7Wh2ooKoyquJElZ2oihtVcSGHd5KQkcSiSy6nZFzsyevZbW/zYPXvAJBD6UxPPYzfH3ou+QmZVG47F5drK5JkYdKkZ0lKPPDTmqqobHi2lsotfQgCHHvlRPLHJmN/aRfBOgfqUOXtiKrSHVHpEgT6/FHOvm0WiWlGelvcVH3aTucex7A1ZvHF4ymZYIW+XYRaqlC6d2CYdxFC5ngURUXc/hK8eyVd4TGscN7AdMtSSi3rCKeUklAwEaZeSDh5NPc88g6T/B0UOLqw9HQSqa9H8XqRBYHOghxqk4yxLMSqilZWiEoi1kCEMRGF/NEVJCxaiHnGDLRZWaiqyuPt/WxyeNns9GJXlH3GYZRXZumGALYTSzDPyKRpfTuGz3tImJ+DbnwS7XtqaKrcROPWTfgcdkSNBiUaU26ySstJzsmldNEiBkU/jp1dGJoU8gZS0SmxCcQvBtlzQYDD8ipwODaypXUVr3duJVvjZ1LWfI6ceDepxlQUJUxV1cX4lRSuemcyM6ISmbrYBLYxkk9nchf3nrCYbGMpE3KThn7EodvfXmvZ5mdg4xMwWA/qvv0EGDzpVlImXhf7p2s7eHshYxwk5IzsI873RjAic+7TGzlsdDon7XTzZ12EJ0r0oKosqKtldmgtFRWfADBlyqtsWD/Ark3b0BtkTnAsQCD2mwTUAMZD0sk8egJ3LN/F8+taAJiQk8CFo/zo9uxk1FNPgaqyblYiDy3ykW3M4fy6W3B2hDAqfTicfwPBTFrKeSywWkk7ewymiWk/1ND8KIkrOd/AY489xmOPPYYsy9TV1f3PKzmDnV5evX0T0cAHRIO7mXb8yaxNmkWKRccFswsxfyVra0RWEAHpa6GyihJm4+YT8fvq2NA9jadqzmDh1C6eP/XKYZl2Tzu5llyQVfzb+gg1u1BlNTZ5qEMhw0fYeL37HV6oeZXZ9hIOd81ERMSms5FmSMOqscRysygq3WMjJNUqaHqiSIk6ZGBXuJ2N6i6iyOjRslAYT76aTupPxqIvTMTR4+ODOzbhiarIxOaalIwoGkMzu11rqDK00Jzl49yx53HNvF8CsGHFWzy98zkSPaOp7s+iT59JeUkhD501maDjadrbn2XSpOdJTJjIgQh3eHC+20io1c22gEx7WMWUqOO8O2aj0UqEvRHqV7fTsKWPrl7/kI9JjAVnlTF+Qczq413fhdY6iNLyLsHm7SSpTQiOpn0m2E+DN9ImzCearEXO72FS05PscqTQ4kjA59Oh9UcoHVvEhXfFQqVrGnoQjlvE3l9TBRxmA502K91JFgRBh2C7DFXuRlLbESJ1BCNuxs5bwLRLrmGLy0dfKEz0/t+SVjCKvLEVXGrMpVWOdUIvq4xzyUx0ykx0yFS4ZApPiCV1BAi43OxZ/zlN2zfTXlNNNLKvxSqklVHHZHDo4rOYPS1WOLH2hTUk7tr3/OvXONhha6AzZQ9pWdUUafddZhQEHZkZxzN27L2xfqoqjb2dnP3kpxztz+Jo0cdK7Q5q5RRsZSmcNG0qv32zGVEUeP+qeQctAQJAJBCzmvXWQm8Nnsa30Dt7+XJGMpl5Z1JW+jukD2+CLc/E5A1JMYtPxjhIHwOmFCg/GvZGIYZ9IGpBE8+W+114c2sH179eBcCZE7O5bJefB6Zbed2iYELmgi2fUpK9isysBozGQiZUvM7jjz+N3+dnatpYpodHEe7zISLyceJ6EnLTOOmcC3jmtZU8slvAHZKx6DXcdXIFhzrr6b3rbrj/dm6svZfdod0UCWUct+0qwn4ZNbKKsG8HgpRHScqpTMu2kHn9VKIK6A4SURrn+yWu5HwLfiyWnJq1naz+Wy1hzxOocogF19/O6W93oajwzhVzsQciLCr75qeQ1kEfdy57k1MK7uDT7vGsVgfxq3YeWvgQhxUcNiwXqBnA+X4TsnP/DMEAGb+YgjbTTFSJ8ulfVzF298Hr/ryj2wxpOo4OTSGaaWbjnnU0Sr0AZCpJLAqPw0xsckr92XgMJbGQ6xX3bqGxyY1egNBXzmifzsGOzM/ZnvMJk9Mn89ej/wrAew/dQ936z/c5dkA0YDdlMH/uFA49+VASkor4OrI3jGtFC/6tvaCCoBMxLchjc7ObyYsLSMuz0tPs4p0/biMaGVFU0jMURmf0kp/aQ6KpA8qPQc5cQPedG9EJNaTrbxyWVWTwhGx0yxVUhU9kIBLLkixFg0zdeg+mQD/i1zL2eUvGMP39twBouuseQn99Hr9OQ4fNSpfNil//FbO6aCVv/M+YdOQ4HPkGXmvsx6GD3eEQzaGYhcWoqPz8qVsRh5StynEzETRGKhxhJvmNpGkzEJK1hCxBglo/yaX5TDjqaADcA308dcVFAAS1MoF8E9ESGwMJQeodDRSE85jlnYBmURqXzLgMgK4VO1FWD9Jl7WUgs5u0qVMoLh9DsjGZdesPJRBoRRB0JCZOIilpJmZTCd1uPU5fD1mmOjLSj0djnEzFbR8xTYjyR9WGiMC9wiBuqRnVmMQXvgxkRWVsVgJPnj+VXNt3qcAu09z8KM0tjwAqFstoJrsnoKtbDQN1oOyf5Zqb+0aWtt66BKpfA40B9AlgSNj3fcnjoB/KWt38OThbvyaXGHvpE350itJzXzbzh/d3oqowvyiF+88Zx5Ffvk7Qvoybsk9lcnI5Lte1hMK9pKQsJCvzd6xdu4np06dTWFhI5bZ1fPHJR7yc/AE+KcBEWwVjP4igeg18UngcTdFYeZEzp+fxm8NH8dprLzMwMMCu3F1027eRoZvH7O3HEHI9B0RI8fjxJc2mJPUIBo0a0sptHHHRwROkxvn+iCcDjDNMT6MLJdqGKoew2JJ5qVFBUeHwMemsbXNwZ9jF0fW9PHP02AOGar+9rYNbltXii+rZGZ2Ey7ALgBxLDiaNibUda/ms/TNunnkzALIzhGjRYp6RiWjUghhzoEUQEIf8SzSihkVHHUJkko++YD/rutfhjwYxhOZz5LhM1GiA2g1/Q+vREzZGUHoUPJIHFYH+1DJ+MvUQdq3ppq/VQxhYOBikdCgAa84FYymqt/NSy5+YvKcCgyufjoiCOWzjMPfhXHzOyczOi4WJKrLC/LN/Qsm0mXQ37KG3ZQdS+kY6v0zD6G2leVUHxnPPHR6L2jWfEA4GSAqmIG2NIg4ZJkyT00k8uhApQc+RXxm71BwLJsnJJNuH5CR1kag0IXk7oI/YC0BrIpwwhy/tXxDtaaU8UEbIJ6L1R9DLGloKjqIj5xAQYtmIrVaR0jWPYgnEdqAIEoIqs3eBJGdWrNq6qqrYyktYk5VFY/rIJC5qdUQLJ9CtH81xh8/h0Nn5/Kymmfd39sQEvqKfJnmjlDkilOaeiTHUgTvdhWbPtmGLTM1ewe6RbTJ6y0icPQYEgdykHLJKR9M4WM/SWa1Yo2ame5M4tHsav/Kdj0kxAlDZ1UBX11Icjo24dDsIzx9ENjgxSRamTtiKKMZuT6NG3Uj7oJ2NjU3sahRosEu0uQMEogJlSYNcNvE92j35SOYM5qc0c7kzG1EW+EByExLraZfTafSkAionTsrm/06egHGorMW3RRAkRo26hqSkadTUXovXu5t12nZGn3InmSlH7mP1YaAuZrn5qu9O0B17jwZjL9/XnN9Pfmrk720vQfWrB2/ML+vBMpQGYd0j0LDqKwrRkDKUWgJZk8BWBAe4vv+buHBuETlJRq5+dRtrmwe54JntnDU9wkvdzTzW8iinKH9gTuqvoP96BgdXIwgaTjvtieHtp0yeQ1efndKdddTYdlFl38FZ2b+gMJDJ0eEgfw60s8qcyye13Vy9IB+NRkM4HKa4qZglVR5C4x0UHDWGre8fTsT3IYMWI6VdG2mwLIKwgnNLH7OWFMdLPfyHErfk/I/y4s3rGGx9BzlcS9H8I7m+oxhVhQfPmMQ1A32ENQJnhfU8uHjM/tuub+GWd2rQJG7FnPUBiuBHFETOHXMul4+5jGilnQeqH2SZ9ROePOJJZmXOwr+tD9OEVATtd5s8/vhxHQ9/Uk+6Vc+Nx6dx67aYclHmKKPCWYHRYuWDzAmUdxiZ2LLvskfB+BRmXpRNmilmkXI4NnHzl7fwpb2H03WLObH7KDztErZcC2XXxsJHBzu9vPPQNspnZTF2bhYmm59t28/D56vHYpxPoOd4NCEf8848D1lR6XIGWHPfTfQ2NQAgChLJlmxyJo4jf3w+2QkylnB3bILLnQrTLkL2eHBu2Yzu5TOJ+DREfBIRn0QwYCBqNTP6l8dD8aHImdPZOHshtr0TINCfMoGdY3+CPFSBPH9cMrOWFCN8+Ba9f7wHrzmbgdQJKKKekuZlCCYT2pxsVo86B3NKElLqRwQHsnG2pRLyvEHQXMDgxBJ2TRpHrZrG1tnjSR+y6ty7s4mHu5wYXGGizgiyI4ToCiNERm4Jj54wnuPmFCBHI/zx4guJBDz4LQHciSrBdB2eRIV+yc2A5EGWVCoCeRy6MxtXbw8JujTyS+YzJjAKkZGJVrBoCGbU0Z36V0KJLV/5RSW0ujSCcgIGKYQ5+Twsyady0fOb6XQGMAMZiGQikip4aBIdWIQwViFEoRBBEULIgoJe1TBRyGeVpY01g2UMqmZEAW46Zgw/nVf0T9efCoX6qKn9BU7nRgCmT1tGQkLFN2+kyBByQ9AVU3hC7pH3kAdmXDwi++XD0Lxmf7nwUCHV3/aCdmhCfevSb1aIrqqElKG8Ub1DRWpTy0D673u+rWp38tMXNjPgDZNh1XOl1oEU6eT3+RsIJF3DYynPYQp+gqrChIo/k54+8uixfPlytmzZgk/00ZbYzLX9Z5ITiSmKMjI1cpAG304KcrzMv+infLF563Al84KWFhZlZLOn+Ey87W/SUrcVfSRKjjqN0JTjGez0MfGwPOadFs+p9K8mvlz1LfgxKDk+V4jnfrWWkOsJUIN0z72QN7oMHDEmna3JEl0WkTKPyifHTtwnemkvLn+EQ/96GWFjLBnd6OTR3Db1VtLqnTQ47iR19ykI/iLOKvoVR5Ys5q5D7vqH27qzy81Vr1TS2O9D0vUzduxGOiMbiSgRilyjSHeVM6HrCCR1X+VJlyjQVlbJu5q/svT4pZQnl1PftY3Tl+9AFwhi8kWQBBivpqBqDfRYTIxKT+cExUzlqpHq2C6Tl56ETpzJHpLT5qDXJiBJAqkWPUkhmfc3tHNcVgvV/VHsg4Ocol9NgaaffO0AyZJv386UH0PPjD/QcdYFmN2OA/bXaUxg9rbY5Nj5lz/jfujhfb4P6m1smHkrZm8nMxakMfrS4wHoeup9PG+9C0YbSopIpCyAL78Xh0dP/55EBtoakfQT6clfzPYiPe0pEiHJh9eyb82sX2zdwaXFs0g6vpiVX86j9rlkJhgWUJwwla2hDrZG7OwSFLpNFhzmKL85KZXsxASOyJvPPa9v5cntDqyjbwEUEmULKdEkUiNJpESTSA/bCAVcGHa2YkpMZMYxi8nYEFvyCyd0Y60oQlOWTDgzG7/9aZpbHiUQ1VM7UMz2vgq6+sfSHdVjFUJYhDBzBJksMYIohgipAY4PT8VIzCq4TlPHTk07X0dQIUE0kZGfyfMNMnVyOkkmLY+fPYU5Jan7yf+jKEqU5paHiUbdlJfd9r3t9xuRozFlx5Q88lnHVhhsGFGgQm7w26FvFzjb4Po9I5ac138CtW/HlswyxkPWxJFX+pj/iqixdrufC5/fzIA7yJ9DenJUiSPnh3AaU0nxufi9eAOyx0RGpoOM9GNISVlAcvJcNBorg4ODfPHFF1RVVeHQ2MmVEjjJuRCdOrKUG1HCJMzNZVWylk1VlSQM1KACyYODHOZw8MFZeSS+2YTH5yPFG+SQy+/gw/dc6AwGLrh7DnpTPNrqX0lcyfkW/BiUnMbKPpY/tpyI9010lgQeTDsLBZGZs3JZk6hiDil8PLWMUWmxtWhFUfloZw+Lx2UOP+V+2rKWX39xPVeO+zknOhfh/6KbrvynceWtRhfIItVwD2e3X4FWq+Oz0z/DrD24n83fIxCWueNvH+Nv3s6K8GhG5emYNX43H+95j5O234BOGTEDe/URWoo+Z13i+yiijIqWG6ZdwwXjLkBRFIo+3EzIpIeIgugIIzpDiI4wgitMSXKUN8ZPoHFVG60RhZ6wAkMLPiFUdumi7DIMUKxpZZauk/PkDlxqCgujp2AyanEHQtTqf4pJiK3tRAMizS3peBxmpvzmNNS8Gbx6wwOMrutAJ0c40CLB4Nk/Y97vYll9/3biUWQ403EmFZLavRy/TktQp8FjyiahMIkT73kQ0WzG72/h2SuvJ+QbWVNSAVUQEIcuX0EUSSuz0DCriCcMpw3LZUU6KY00UdFqYUFfIUVBDf6UHXjnrMMZWk/ArkNUJTYqKr2qSp8KAxEJKWwjNZJEajSJBLPI4qIN7LHn0+XMZ0nLcdiiCftMDnvxJ3fSPek1gpp2NDiwds8ikFRP1DjIszVn4e6axVhNlPKkAG6Xj8JIATnoSENgs6ae2gMoLns5MTQdnaBFNhvpMbroSPUQNPhpkxuYkDqOyQWTKS0qp7GpkVdeeYWIKtKXfxi3njz5O/nffBe+WpA2FOrH5aokPX3xv+RY30RYUdjtC1LtCbDLG2BBspUjk637LlW9eTHs+WDEIvRVtGa4sXXEUdrRAuZ00P1rxu2fweWP0O7wU9DgxvVhCw3mKOfO0hDVWMl29nFs9QbGla8mLb11aAsN8w/ZiFabBIDD4eCLL76gclslekXiWMtsbAMx5dknBmjTDHBdJAmPqlKudXCIpomoqpDR08O4yjW8sCSF8VU2FFRGOXz05k4lqj2a2ScVM/Wowh9kTH4sxH1y4gCQnG2mfGYm7TVFtBmSURCZXZ7GZ4mxCfHO9PRhBafHFeS6pdvZ0FnF+b0J3HbYWQAcWjif5Y7Xib7Xjdcfm3gyB8/Fn7+DsLEbbcF6cty5tLpb+bj1Y5aULPmH2hoOh1m1ciXa1q0kijBH18snbbm09I7ljuOOZ3fjenSuXAIaL9ty11Cb/hlRCcLGaQR0RxM1FbC4IBb6LooiV2VnYK/sJSIIqIioOiNqhhEhQyZTEtFYdeSOMpLZHiJgUHHKCg7ZT0gxMlZQmKtbhogMsopEL8naJhKjp+IIRDhWa2Sz8Ub0dj/aTheW7i5EVcGqqrg1xyKl5mEwmTHIEcTkUSBHiQgyIY1ASANiRhpTjj8cRVHo2O3AmfVTnFmxApFdtkFUpWcoDD6MMT0VcSh7c+3OGxASXLhLs1H6IbHTjgAIqorbkkggIZ2f/bSc9r77MFDP8aqGMnZRyh6sGi+KBLrAxfRrAlSl9zOQ0ka4uZ3Ds8GYHAZFYvLGq0iI2EiJJmKLJuyzvNSUWE2k8HPKbI2U2RpJbT4NaUjB8YpBOhUtdlRml0dxSyuJaqrRAKoiYTd2s6e3CLdrJkVuEY0hlsStzQtIUBDNIk2NKbGWIYdyrdFASBtCjgZBjuDUuhnU21lh+hDFoHLD5N9TbJlLxBmk2xXA4prNl31B3qh30uNawy8nxs7zBXNnceSRc/+h8/LbslfBUVWZ2tpf4HBuICfnXHJzzsZkGoUo/mue7PvDET4ecFPl8VPlCbDTGyD8lefVUSb9sILT4A/yQHMPE6ffyaRDH2BCuBtT3w7orhp5JeWPKDgAS8+Hnh2QWr6vxSezIub78wOSaNKSaEpEzUogWO9koGGARevsrJqroSspnU/GTEXcpeL1uSkqWgZE2Vp5Jhnpx5KRcRzdPX+htEzHhAnTqamJkjd3KoZB2PXK5/gifm4ouocZ+nnUNB/CHreN7sgYTpJ2MqWlmQQ3XLRMy+bxi8D3KVFVT8Gez6krzaTyQw2TDs+Pl3r4DyNuyfkfp77HxQMf1bMiQyKoE1gS0PKXY2KRAB/v7OWGNzcRMH+ANvlLDJKR5Se/S4Y5A4BIj4/ehyrRpBqxHpqHaWI6/faP2LHj5wiCRFvieTywYykzMmfwzOJnvnPbenp6eOONNxgYiJVOyEkoJ1SXRkumjuWyn/eumke2WcPmjz7jJtfvGTDkEjQuImSaDhod5qjKrP4ooy0RbjkhVni0s9ON+kjVQY9pTqtBMT9AXfJYno1ey63VB9fzu+UwjmwVJpXwzIr1PCDkHlS2KkfLlLMKaKmpxri7ldSW/X2d9uLUS6zpjVXvlnQCh9s0aPQhFNGLLLhRRB+JKbNQcNGvrmZrwef8XryTkGDgljU1FHY10ZdoozU7D11qDlOiEmPUfgZTtpExrYzwNj/RgQBVPS6iiohRNpMcTSQ1koRViSlOldZdTP1JIqCgohL+cwa66FeidkSQEvRgUQindBKZ0YIc9RL1eQm0SLilAfyCHYcrG3dHIYFAFMHSQ0b2HkYFC0mxT8DoKqWWXjZq6/fpv0kyYNGZSTAnMLtiKm6rB2tqMtmpBQz4I3zetoPbv3wUNZII0SQsYj5nzFWZmzORPCmPhz5t561a50HH990r52KNOMjNzUWr/fcsHyhKlKbmB2lt/cvwZ4KgxWQqwmIuIznlELKzTv3O+40qKvX+IFUeP8UmA9MTh34/t49jtu47rokaiYlWI6PNRs7PSaHEFFMaX+4e5LrdIxYyESg1G5hkNTHRamRxSgI5+MFo29sZ+NMEcB3EqjZqIZz/zsj/IS/oLd+5b98Hvd0eFv1pLX6gxKKlZmYqaETKetqY37uBCTlfYrN1IYpfzXkkwFB0oiDosNlmkpKyANUwnnvffZq1mnUAGFUjP+u4mCe86QyiYXbAzdXbnqR6VIDmrNPJHsjBEoYJ2+5lfWkG2M5iwZkLmHB4/r99HH4sxJervgU/NiVnL89tbONvvXbePzrmIHnn8l28vOMjDJlvI+qcWKNmfqlczJzUWWSeNBIOGWpyoStMiEVKDbFjx5X09X+IwVTGz/e0oyCw8pSVZFu+Xfp7VVXZuHEjH3/8MbIso9caMfaXog0mASAaVbYc8TZPHvUnJFHi+g9f52VyUA0msgIK83sizO8MMcUHWgTWaHt4b+abnFF+BkJkKoNLV2OR7FhUGbMqY1AVdCroVFA0lYwVPuX9RQv4te+33FwbIifYh4hKRDAQkkJoVT8JSgLOHjNNodjNUYODBRLowx4EdSirsiAS0WixJyaxfFQKbxquRlSDGOR0Hm7/PToF9IqKXgG9zLBtpDOssDUYwZi7nvRx7zBx/YMHHavuQCPNkx7m+oK/oFPDrPwkgkE5sGK2y9iE6fASPv74Y/Q6Pad4p2FS9o/4iGpk/LkqmWdMxOlwYjQaCdfY8QR9BKQI7qiXQZcTt92J1+/FF/ZznGEWKS4jKCo1Uhsbvqa4fJW08Fg0hkz0yQYMNhkpMUhxYSZaoxWvqqWqt5WtnU1EzZ+zw7GRkByiMPxzapvy98kn9FXeuWIuzqYqPvvsM3ZF06mJZmIWwpiEMGYhglkIc/TCWUwqK2R0ZsJ3jp76vhgcXENzy+N4vbuR5ZFloaysUxk75h4gln+qsvJsTOYSLOYyzJYyLOYyJG0qDYEQ1Z4AVW4/VR4/td4AgaFBOT87hXvLYwk3g7LCeTuaqLCYmJhgZJLVRL5Bd0Cn6t2+ACv73Wz3+Nnu8dMdiuzz/d8mjOKwlNi9cIfHT7UnwKQEE+WyE01v9b4WH1c7jF0Cp78Q21hV4f8KYtadYYvPpJiPT0LOvyWy62/v7uJ365qQAatBQ//sVNBJ3KQJYq6rJT3DSuZ4HU0D67C530Ui1v9IJAeNpnOfHI6KMosVlZlsTdzKod6pXNS/hIAQ4kVtFy+HU0hWFH5FJztM3UgRKzb7BAzafty9rwAm0vMu4qy7j0DzHQMw4nw74krOt+B/Xclx9vpp3FpD4aRiUrJT9vu+rtfDz19ZS4f4KtrE7SRGLZznPpGj7XMRI4AokHnDNDS2g4dDhkL9bNi4mGjUxTZ5FOsCVm6dfSsT0w6cOO/rbNiwgRUrVgBgjKZiGixBVGNWBFmIUJW9gU0FG/nTwl9yaP6hPL1xB52bPSzoi1IS3vcm3qHt43PrFqapz3F1RiparJgUGy7pwE+hogrzvSprrHr8hhlY/QGiUgsRTQKKZEVQLUxqCrB4cxNyQj41+eMpsE9EL8fCnlEVLO462pMH+HjqGJoyo+iC29AFKtFEe4ePc5RwHDbjKBxGN1u0udQLpVz1oYvEgIIhbzMZE96i0lzOHnUMkR4t0VAQSyhIQV+Iwj6BxJAOSdDgj7qJlhmo1WeQEAxSqljxSn60iha9qkWnatErWrSqlmZDJ8VzZ7L6k9UAlKvpyIJCWFWQFRWfECajOJsIMm63m7EZJXRXt5KoGnEJfuo1PQf9zQ4PV1CopBMWVGoFO8vFDrpULVOKMhibnYbWaMUt6Ui2mjlsXBZ6SeDldY28sqWTPk+IQb/M1280psJHkYwdGKIGDL3H0O6egYCCiZjSYhbCTB9fypiCTI6pyKKrcRerVq3CarUOvywWy/DfeXl5By3Q+u9GVVVCoW683j14fXVYLOWkpiwEwOvdw/pNx9JDNmG0FNICQEDK4WfKw/vtyyKJTLCaOCYtkZ/l/vMZdntDEao8fra5Y0rPI2MKSNXFFOe7m7r5U2vsPDaKAuO/okRNSjAxSvUihn1gi5UUwdkGDx0kskxjgKkXwtH/t3dQoG09JI8CS8b3miH6wxeq+OWuTnyomM3gH+fkGFsVk1LK+MvKIBROoTPVhAGVPG8TY4UdaOqsFKGSnwu25BWIYgtpaYvJz/s1mzfvYUPVSub6JlAWiDnPd6GwnQhjRCertTuRBQUpasQ6mIfqfBdF8SJocph06BUc+tMJ31vf4owQV3K+Bf/rSs7m5c2sfekmVMVH65yfcO7x85k5aiSq5NM9bVz1xRmkIHLK4BGc6FqIRo49dWizzCQclo9hbMo+lpsD0dX9Brt2/RpLwiRmTH09Vin6WxIKhXjo3seQHOkY/FkICCiCTFVuI1+MsRCyjGFSTzdPnzabFGMKdy7fybR1LYyTrcjI7DQ1sdGygw2Wajr1fRgVhaWdPdxWNJ6tUTtLNEsId1UhSwH6RB29og6vqBCQwhiEKBkWE0okyqBQwKC/A425mZwBlYXVCvNrVGxDQVMDVjAeeQ/rCnp5XzOBaXsayXHFsvp+MO5J/OZWTGjRkE2hTeTCsklEI+34fLtY3W0n0DaT5uy1uIIWXLKGZE8eXp0Dv6WTX2WEuFnzGC4xneTue5m7rZPiTjNaOTaOEUmhOdtHQ16AF89cRnZGzEr26EcPs727GqNqjL0UIwbFgEE2oFN0HHP0MaSlpREMBtmyYTMbtmzcb/z3XvFHRGKKSycKWwUnW6R2/AiEkZAUIxZ9MmGtjnJRpMYVoUWFvv1UlX158/I5DLZvZun6pTQFC2jyTfnKtzKC1oVG6yE9QcspMyyUCVa2fLQFrSkRg8lCRpKZxIQR5aW0tJTExMSDHu+/AUVVaQ6EqPIEqPL42e7ysMPrx6+ITNZ28DvNn/D7WwCFX/NHUg1JzEwrYYLVSLnWgX3XBVgtMauPxVKO2VyG2VyCJBm/97a+3DXIm70Oqjx+vPL+ZS2+nDma4qFlsEZ/EI0gkE8AobdmX4vPYEMsQeLca+CIP8Q29vTAA0OlY3SWmLKTUhILcU8uhpypkFa23zG/DWpEZneXm4terqTbFQSiaG0bMGS+Hzt0wumEjIeh6vd1pNZGI2S6Brlefwdp5r2Jn0RstllIUirdfe8x2HwIc9pPQRuOnYfeJB89YRfrI3WEJBlBAUNHHRqvm0ynl/7MhRx1+aWMnh2vUP59E3c8jkNL1U5QPCiClg9H5bC8ro3nZZX5pbEnwEPL87lg05mcunMCOjX282tzLSQcmo9hTPK3ziGSlXkKoqAjPf2Yv6vgRKNRqqqqmDx5MqIootfrWTj5RLa834qCSlW+g90lGUx2TOT2mghT/T5ErPRtX0vK1CO56Zgx/HL3eyzX7mGzpRZZ8DI5GOIUX4hRdiNGikleeA3PTDmNlrCdNFMaFo2FUChEX38lNTtuIhQKo9dVkNRxEjk1RjRIvJKvpanqTY6ucVE6OJKczWXQsqYshcoxZm4LGzD5x7O7TEOb7g1SvS6K7BNos9buDcxiXtNhWHZn0uhYizW7CmfLHBJqryY1YqFOCdKZtgU04LXFinlqZC2v9ZYTSfgCra4UI2PIHfSilRVCeglvaiLhxGRSMZPp0LCzaye2FBtGjZGZttn0f2knikgIDQ5VIqRqCCOSIw5iX92COezm424XHwYjdOlGE5X0RJAIRQWCEQgicJ8gk5OQgj4tkVUBH091aiD6tQzPASAQZR2gopBi8pMrKXR4Rm4uIjKiGEKnlxE1Ia5dfTUOtkM6iMEWjrank2HWkZ1kxGluJ9WcwjFTTiYzPXP43Dhm5jEHTEj530hQVvDIMmm6EV+gmRt20R4Mf01SxCgKpCSMZfaEj5HlIH5/I+966khIyMJiyQGgv38LveFu7PZu7PavZugWMBrzGVX0CzIzTwBAUWLLMP+Ms/PZ2SmcnZ2Coqo0BUJsH7L2VLkDtAVDFH2lkOs9zT282+ckWSsx0ZrFpIxiJpWeyySriQyNAK42kL4Slu4fhKSC2JJX2As91bHXXmZfCYvvHJK1w4rfxBSgvUpQSvFIVuivIWglxhTYWHbFXC55cQtV7S7mZk8hLT/K9r4dKIMroGESgq4ZWZOCkqhDSTcSsenoT7TRXDUHT2ILmYV2PpMqUBwiY6ilUNSQU1pDS/5WUpqOx9Z2OBanmQFLAx+m9DN1MJNEKUwgrxR9XweOSITEkJbVf6uhfGbm8MNif7sHo0WLOUn/T+dpivPdiFty/odQFZXHLr6DkHcjrTljWXr82aR4Zczty7h38WksLI6ZUP0eL477q9FmmEg4LB99me2fvvD8ET8NzgYmpO1rph0YGOCN19+gp7eHAlsFY07PYVbWLFRV5br/+4wsSct0T4TSyL435k5tH2HjfRxyxt1QvIhPqj9h2af3sTjYhdc/is3yWKrSxlAzsQJRVXkyOYPjJu3rE+R0bWX79ouQZS8WdRxZn1+NENCCIGCZlU1UrKf35huRwmFUwK0zU5lRyttjF9FizeSkQyKcoKtD7dnBWl8STzUchajxobV6iFpVZHMEUR/g6s/Ho5VjN3MVdbgooN3k55NxPTRlSSBYyFKNXDTQj6a5AWd7O4UX/5qI3oEhYKVq/Tr6I1CrS8Sv6IkqIrIikGP6iH7jFkyCHp3zTLodRfhlFfkAV+0fhSgTVAsGdDxDkOf4+sQ6wluXzGJ8vpXKznb+vKaRLY0K/lBsSclqHSQrJUgUD2FchA1bCQkdKChISiJvHbeCBKMWq0HDr9Zex6ftn+63/+LEYmZnz+aKSVdg0f0wTqnfB6qq4pMVXFGZHMOIY/YLnQPs9AYYiETpD0cZCEfpD0fwyAp5Bh2bZ48dlj19ewObXD7GWYxMtJqYYI29l5oMaARidbLCPtCZR0K2Pb3QsRk55MATbMIX7sAb7cGrDOATnESE2G87ftzDZIRS4P1rGdS5qCoMYQ4oGCIiOtWAXrSgy52PvnAxCQkT0SsaaF4L5jQwpYI5NVZ361somYqqIn7lPnHRjmY+HnQTOcAUkmvQsmX2iG/fi10DeKIKGToNmZJCTqCLNE8rJmczgr0RBhth6k+gYsg5u20DPHuAUHxLRkzhmf7TEVk5CkoEtEZUVcW7sZtd79SjUyHdqkeTbORLMcS1zf0H7pjWjyFlBVmGJvr0Dpw5DyFrEkEQMKgBCkJtFAQszLP5KIvuILw5mz+mvkGnvg8iCUzvOJz8oWve2LqHzN5B9Nk/I8HSyGCoi7xx42mtA7fPiEZvxpadRUp2IrZMM7ZME8nZZmyZ/xnLrP/p/NcuVz322GPcd9999PT0MHHiRB555BFmzNi/YvZeXn/9dW655RZaWlooLS3lnnvu4ZhjjvlWx/pfVnIGOjz89YbLURUn7x1+OnWF4yhpeopzHPkUhgs5/OYzkMTY0lTUHkSyfT9PFQ32XTzz+WlsC1p499S16CQdqqqybds2lr//AbISRVA0WNzlrBz7Fm/+5EmsOis33/8ylw3EHCllFHYaG9lo3cE2UxVpajvn+lUWHnUfjDsJWY45+8qqwAMf7+GJNU0A2CZo6M7KIDWg8NHs0WQP5UNxODZRVf0zZNmHyT2azE/PIrT7U8KDO+m9+XakRIm+deuY8PJLBGxaahcU0FAwmsHo4SzyahgTFuiefSmCGLs81nTMYVnDMbjD+58zySqcITsx+q1IigWPXuDzLJGuhCDWgAfBFyLP20uuo4FUdzvC0JLPp6nzqbV+c82bB00RxgXNmBQDTxPk+a8oLoKgohVDZMpGTJLKNdl6xuSnIKUY2BTw0K/aSEzQYzVo2Ni7hnbfHnzyIJ5oH73BNqLEHGNVRcK75w5AIC/ZiCn3Jboimw/YniR9EitOWYFZ1EM0yIqWFbS520jWWUnRWkjWWMg1ZZCSMWEkK++/AFVVUVUQ9z4pe0K02f34w1HCUQVJFNCIYuxdEihNt5BkiikpTn+YZleAgKqSb9ShEUU0ksCrfQ7qAkEcUZmBiMxAJMpAOEJAUUnRaqidOw4ifhC1nLKjjS+dB8g3AxiQ2RH9AGvYBZPPpT91HDaNBk3Tp7Dq1phCE/YPvXvZG+nDSU/AxDNjf+/5EF4588B9B8JH/R5f2XQsltHoOnfCC8fRmmOkofjgk+X48Y+SEUiC545iwKalsciMLqKgC6voVT06wYJ+1DHoyk/GYi5DG47AzmVDylBaTCEyp+2jFAVlhV2+YMypechZus4XpNik5/OZIxGGizbtZpcvuP9YiQJlJgMfTS8f/uztXgeSq41xzctJ9rRicTajcTQh+L6ipBxz/0iW6PbN8MzhkJCLmlJM2JtGsD8BOWJFUROIKMXIpOJAoQ6Frulp7AmF2dnlpnnAhwqcleLAoK+iSWpnm2E67qYyFKsOJVGPYtWhJmhRzRqy/X3ca/o5O/xaljkM2FWZK7vORAol0Ovbg7GlGVUUyHMZiCSXMRDeTnSovM1X0Qh6RiXMQJQSUQxasqYkgUlg1KyZNFWHMCUYhpUggzmeYHAv/5XLVa+99hrXXXcdf/nLX5g5cyYPPfQQixcvZs+ePaSnp+8nv27dOs466yzuvvtujjvuOF5++WWWLFlCZWUl48eP/wF68J9D/eZdqIqTqKQhmFbGrdurWTx4JhqGFJsOH1J+7MTQfI91VoLdT3K4NUCmJszqts84JHM+r774Bq1djQBYI0nMDI0lV6+nuCcP39bnsM6+mqlziln72Xq2mKsJaSsZFQ0zXVfAeTmLSZ1wNAl544dvppIU64ME/OboMRxSksb7VR0UO3bwhC+FDrOGSz/dxTsnTcbpXE9V9aWovgDmlfnovhwk6IuZwbWAZ+Wj9C2AhIo+uv8kgxQhh12UOGTyN5843C+Pcyz92FkfmEV1OIfxGQbO7d9CJLqN3Wo61Wox1UoJdsHAeaY7SLY6mSG9iC8UQXYq6AZDFHp2U+HZSWJ0pHRDqinCtESZAeMEklSBKqJY8JIpdJMo+LCoevTqBKwIFPktmBBRUJlj0JFsMLAqR8emTC1IAiFVpinUiC5Uww3udxDsKthBK2rZeu5WqF2Gs2Ejbzs3sEVwgKBFRUBkaMJRRQTdaM46upB5oY3o+rayGR292nnoVYmMqIdj7etJjoSxXbyah50G7mh2EGrbRGiggaCoIyQaCIkCOcFmHqqLRRBx2RdcaU+gPRhG62pH62hCEkCDiqRCsuzjpt53iYgGNpffwOuaTAZlmQqLF4unDY0o4fDLdLnCIKuU9XTiimrYKhfTZkkkKMJ1C/IpsenQaHR8Wu/g1U2doKhIjhFFMJpvRknQMqHAQlRUGIiq9MsgCyKGcJAr1ryAWQixLDqPmuljUVIOfF2EAi4it6WgFWR+p9zI7vxDsOklzk7rYVLDc6RGHKSFY68E2TtcU+yZ6kQ+SQ0iCgI3FPYwsWfHQa+jNz7dxZe7tyMIcHaulokZ01A1ZgKqnhY3hEUjUclIRDLRVJdFtyMZSehnQX42k059k3SNESHsZkPbHgxCHwb60AoDRPUSqibItg49Y6UQ+XkzCeg78Vq+rnR4wbcUKpdSNvphssM2pOXXM2jT0pJnQh9W0IUV9BEVHSb0Y85EN+ECJpjzmCzIUP8KmFPwpaXh1CZCmztmmdKaOD7ZwFiLkd5QhN5whL5wFFdUJqioBL8WUven1l52+1TQHQMpQApoBCgSQsxT+rg7JRgroQJ8NOAis20nEwDcHQjuDvSAfu/FDoQm30EocRrmwSB53etJbL4cwZIK6an4dQZ6+ySMzkT0JBFSTuBlNZ2HCaFxhlGdYdShuEhVhIAhQnVxBROzdlBsErjdcS6HuWdiUPXIUgW7MjdRN7CRxgIrVsmFMZLDgDUdoh6EaABDKIwhFMIy2I/fVYUomlEMCdS3+/CHGlj72jOogoiIEZBQBRGjLoU0WxnG7HTSxmcy4dBydPokRPE/P0P1fwI/uCVn5syZTJ8+nUcffRQARVHIy8vjqquu4sYbb9xP/owzzsDn8/H+++8PfzZr1iwmTZrEX/7yl/3kv86/2pIz4PMc9DudJJFgMH0rWY0okmQ0fyfZh6+/H31PFbm5RzFOyEOzN5tvSgShXETMt5BQNppkU2z5YGDLJtyhAOoBnElFvYHEseP3kfWGAuwfIwNRTT9tvpsQUVjXdhhKcwGqEEFQBaZFR1EhFyAOtWWH+QsWjW7EcNrThEIhnn79j8yS/egzp6D5SpIxQQCNzkhiRQWpZivhcBhn7Q48XheRr90U9zSLXJmbREQSuMMuMMl9O5FXGknsCCJ8xXcyKoo4zlGITAsP3wABxIgRgycLiyuFvKYctEIrGrEVrdAOGpWeX9RRFVBYNejmlBUXMccVS2jnEUzYg3+kS80iTwijS6qi49iTWN4aYmvDIKN91aRWrYj1XBQxWkaTbp3GRF0mRr5mQTOvJVe+FwBZTcEVPReN0IlW6EQjdFIRvosgIqokcEnaSvwpCXyWPJ0mUywnR1Kog2mt11Gn06JqjPRm3IFGykCM+lEkgaCoRxkq9jnBtZ0/b/8ltrDC7pnP8pOkItwHid2uGNjDG8uvRpUFViedxQ0nnodHEtEpYUxyEElVEJGRVIXCwQ4effn3AGyLlHPlVbcRshjRKWHMcgBZEJGRUASRLHcf7712KYIIb4SO4PZzLyNykKzEKUEHW5afBiI8HzidOxefSzTlwLKmaIDaL5agJcqL0Z9xx4xT8CUcuGq3LeKiZt0SJBSec1/MLYVHgUHL5RltTG17hdSIk7SwndSwA7MyohC84vgZvzHOR0DiuZm9jN/yICFFT0TVE1YMRNSRvzeHpnGftQQBDXfPN5Hy0Se4Iloiip7okFxE1RNRdAyKep5L1iOg4YaFeRg/2oXDH0URBVRBQBFAEQQUQSSgSLxk0QAarpmTg7y9Fac3MvQ9Q8kiiZ3/YfibMSZ7ybwCkrY14vX3Y7L2otM5MRsGMBoc6A1uojoZnynIUzvO5/T8dJY0Po4jvZ/usv2tMHv5uOtqZpnTWVJ1GfZELR05BiRZjR1fBVDplUfRlTmJgHYJY7UqMz49n26zhbqMNPyCgYJwNyoaVEHDn1IupSOxBK+UikMWcHxlbbYg2scTjhdA0oGk4zLr2bQICaREXBQFOhgV6GBMoI38UDeZYQdjon10Fy3GlzKGp9UCyj07uGLr7Qfty6B0Oa7A0bQqKj5xG8fo/oBbsNKvWLCrVgbVBPIxoNfLVOZkc532QnKb+7hW9TPPH7sWg3KIj9Qv6PuGVdrMti404TAKCi5bEr6UoVIdigpKFEGWkeQomkgEW2sDurAGQdATtlgQtDqEiAu32YxG1qBXdRhU0KZESSrRkzXajC5BQ9gXRFZEhIiEoOgxK7NBIJasMCuA0SKikXQEnXYCThdhGQRFAjRoxSwQQKMR0eVmkZyejlbU4W1rx9vXRyAa3a9PGo2IIb+Y5MwMdIKERvP921D+65arwuEwJpOJN954gyVLlgx/fsEFF+B0OnnnnXf22yY/P5/rrruOX/ziF8Of3XrrrSxbtoyqqv2TwIVCIUKhkXT4brebvLy8f4mSU7vyOTa88sJBvw9ZFX7+yFoAGtcvY/UTDx1UNmqWufSxmKNh5851rLj3poPKyqYolzz+BY9feiNyWhoK+5+AAMawiuh5j5/9+UsAHvvtH4kKkQPKGiKgcb3DT/8SS4z1598+SFg4sI+HPiqQ6HuT9JMGaGyeRXdbGRbVwKLIONKUBOzBdvq8dfR66/DLfejzg+iO8ZLep5D8dojqSDYRQUKIjkz8qkYFDah5ESzHuEjrU0h+N8TOQBZBUbOfrCpBJF/EssBPjr6H9D9oqTVn4LVoQQXBKCDqIGpQUAWIhkS2LCwk5NJyo30zTV06HKEDP8V7PSIfn5eAz+niV20aQt1uBgPGoVUGMyrJ7NWaEjUplGctIlE20aH9ksGBd0nQhMi3GJDUoVBaIkAvLqedj0b5aDM5OLS/n8nqWkRl/4gWgG1bc/n1lNPwqlncJb3MAqoQVQVZlAhpdYCKKRREALZty+eia+5H1Uqc0/0el3a8jqCqSEPKiFaOYg36EFBp2pTJCVfdRlhn5NKOT7ih4wVEVUFEQVQVNIy0Z8fWQi489SjsiQaubO3jOsfLB2wrQM2OQq5eNIaOdDOXtktc73ntoLI7dxdw6aGH0pGeyvldDm7sfxGF2GSuIKAgoo1EURFoacjgkiPPoDOzgKMGOrmx4zkURGRBik3wiKS4XQD0tCTxm+lzqS9K55zWHi50fYIgq0hKrG+COvQTCtDdmcxTyRIbpiRwRp2Z89QaxCHFT/2aPtrZl8bzRoEvZ9hY1GDhenkbwkGUxC5HKi+KEmtmpTCtzcBtge1I+/zGI9t1OVN5NSrx8bxUinolHnbvRPOVyeSrzej12Fjq0/D+onSSHTIvDDSiixz4+hzwJfGmU8sbh6cjqjJvN7ViihxYaRkIJLKsX8MrR2SgQWZpUydJsgtRIyMICoKoIA69e40adpUaechdhN4b5f6OARIlJzqjf7/9BgwStWOs/HkwH6Mzyh2dA5gkLzrT/rIhvciOsQk8Y88j5IL72/swSH5EUxgQMDDS9gZtEVeNv5FONZWQYOW++j8y1htbytYRIp/WYdk6sZSzx99PUaCTlIiTSzqWUuJvR6NG0akRElQPIa1IVBJoZxzvJh/Pb9vuOOA4AQxGruQGcQGfRiLMFXfwlPQhruhlyGouDsGLU/BRFQwRQEZW+7DpJMw6I2GiHBIZM1yHbaOmnh2atoMe55TQTBIVE6qqUKltpkp7cNmF3lGkyEZUBJp0dhp1dkKKTERUQQmjRUA/ZAGa7ssiSTGhChJtWif1+kHCikxIVEEJoVXBIBkRVJjszyBFMaMIEl0aN3sMg4TkKCFRQVVCaFExiWYEoCKQhtHnZvZfrj1oO/9R/uuWqwYGBpBlmYyMjH0+z8jIYPfu3Qfcpqen54DyPT0HzvFx99138/vf//77afDfIeiz4wwcXH1PMtpHZL2ub5RN1o/IRgOeb5bVxYpBTr3wAj768HVk4cATpaQaMX9F/3Fp/ISFAytENgwkREYSWnmkIH4xdEDZBMGAzqvHoZgoLtpAwY5FmGWFZv8XrPM3ElICX2mEETkCuWIPZILo1OC1GAjqNHCAB25DQCBd9MZkPRq8Gj0+ne6AsjpPmBxr7DxwL4ni2qXB6x9SXBQgOPQCtNEom9kAiaA4jQTCIoPBA4fkSpJCk7sOREgUk+gI8xVZBRgYlrWHuhkXnAdasKoaZmXEIqpUVSSk/A6N0Ikk9CMICvbqAl6crhDRCBzryCZX7uWABa+A/oAZa+6fwSiQ0FZAjjISDcZQbsK9V3NWNIGMDTW4kwaY7K2lLNy63/6GVjCJ6kRG77mZzlSB0R3lmJSDP7F3pyaRZF9OCIFU59h9vturjKhDU3Fdbg5hoQZ9QCDJ+81+R71JNqzuVVj0Ahl94zEydJ59VW8Yam/YpKOo9SW8osiY5gpG0bn/DoesdP3GRPK7P6HDJqK3j6OQrtgXBxhju86KTvEhR7z4hDHk0jt8zK/j0pgxRyMoYTeCUEIePQf93byikcRQFDXsRFDyyKf7oLI+jQGbV0aNuBDVFArUroO2IaDVYQupEPGgKnoK1c6D3s0jOi0pQQExGvMhKlQ60UjyAWVlrUC6T4NGjuVRKFD6MAnBkXPsK4TcqXR/oqPj5B7QQKrqICnqgQMYnZWADt86CUdRH80aARMB0mT3AWU9AT3hahFXRh9RVcVImEzZcUDZcZpmbmu+kacsOsJuhcN6ZLLVvv0FgQqpnhPDS9kiGqgRdCQH3eSFeveR0UZjHbVSzRWTL+eDjIcxhQLc3fQ807y7AFBVCQUjZvFTfqf0crJYTLs+ik6tJlO8Anf0RCLyYUQFPaHEL/ETwqu1khycRJmcghYQRR+KHEVFy7RIEZOjo1im1OEmAnKEEsFKoc5GWIhgVg2IggiCSLJqpUBOo1+OEBaiKLgRJBFFiCnjKdo0bJrYXNEq+fFIwZFzSBIJA+Ehvz6TPpVkNQmAbimEWwocQDZ2LRoMydiUWN61fimKU2r7yrm5VzZ279DpbRjDP7gnzDD/OS35F/Gb3/yG6667bvj/vZacfwX5U46irH77Qb9PLzl0+O/scXMpm7LqoLLJRfNG/i4cT9kU20FlbXkzAZg5awwb3zBgjO7/dAQgM0jRvJE2mH060g5gdgRQcFI4d6TujyEgkRTh64ssMVnBTf6cGUyedRW7lz8G6hN4/RJmWWC0ErsSVEA2yUQSIVoxESHrOHQ13fjHr6HE7UBVRDT+r8gaY7KRcRUIWcei3dlDoHwto1wuFFVE4/uKrEEmmqASGD2eFscijGk5RJPWY8noxRoRkIS9sioRNQoIGHMm8KeFv0KWZbaqK9AGWskKqweU1aWP4sEF14OqsnPtSqRAC1khZX9ZVUA0lrNmQQRvqoPoDgdbOo9DH1bQihoQQUc2YTUECATPKuOsqTNAFNgqbqajIw1DSEYrxC5LHcqI7JJRnDJzFqpGola3lYG2JPTBKDohNqNrVIWgHCIqi3TPLuDw2Vok8yjaOyI80mVDGwVBY0QRNOg1AmExgiJKmK+dxEm5xWhEidbkKm7vn4SKgCQYUCURs6AiqGFUUaTgqAouyhyFRtLSWVfLjT2LkBUBcajmkVWQMQhRRATKisu5LrsMSRBpr9/FTZ2LUVUFjSogCioWYpOXCGQfOYqzs4vQCCL2wgbubZkFqoJW0A4lB1TRE0RVZSzzRnFoYSlHCiLevAb+3FSMIEcxCFokJYpRkZGUoSXY8gImjZnIFJOJYEE7z+3KQgoFMYgmQEUHiISQFRnysygdM4myJCuhgi6e2ZWJ3utDL5liDt6qiqQGiShR1PRU8sZN46LUJMJF/TxZm47Z6cEoxhRfDTKSGiSqyCiFyaSPn8UFmamEiwZ5tiYTs8ODSTIiIqARVLSKn7AaRc61YTvqEC7ISiPqcfNK5YcYnF5MkgkREa0AWtVHSI0STbBhOWw+F+RkEPX7eW3TO+hdfoyiCVGQkAQVnRogqEZQzFb0CxdyQW4miqLyhncphkEvRo0BCQ0iKkYCBJQwssmC+JOF/KQwF1lWeNP/JtZ+FzrJiISECOgJElAiyDojyoWH8JOSAmRZ4fXQcpJ7+tEK+uFrw0iIgBpFFXTYy+dw7JgSolGZN+WVJHf3oUM7LGsQwgSVKCoanNmzOWxcaUxWWEVKdy86VUIUJFRAr0YIqREURaJXnEZxfjEiCm8Ja8no6kGrEJv1VdCpESJEkWUNWa3pjB9bglFQ2NrXS2MoJ5abShEABZ0qExUiREWRU/bU0ji6HJ0lgZ29Y+jyp6IXIrFlODFmGVWpR9Z24Eyt4PLCB9DKWibXf4rO/gl6BMZLAdKjblTZQZfGzWZdGn06G0qSD1nQk+Vqx+oPo0NinOQnTXYiSHralRS2i+k4NIlsMVYSUhNI89vRhxQEKUK+tg+9GsAnmmkTSpBVI4SjbBBWYfYmoYtKhCWVAr1EhAF81gjRsEhQTcIqC2iiEfZEV9ESSQL0RCSVfL1ERLXjTwgTDQsESCAhqkETDdMQ+YyOaAKCaiAsqeQZJGQceM1hFBn8qhVrVIs2GqYlsgZF1jPpgDPLv5//+eWqr/O/HF0VJ06cOHHi/K/yj8zfP2gGLp1Ox9SpU/nkk0+GP1MUhU8++YTZs2cfcJvZs2fvIw/w8ccfH1Q+Tpw4ceLEifPj5Adfrrruuuu44IILmDZtGjNmzOChhx7C5/Nx4YUXAnD++eeTk5PD3XffDcA111zDggULeOCBBzj22GN59dVX2bJlC08++eQP2Y04ceLEiRMnzn8YP7iSc8YZZ9Df38/vfvc7enp6mDRpEitWrBh2Lm5ra9sn5fucOXN4+eWXufnmm7npppsoLS1l2bJlP/ocOXHixIkTJ06cffnB8+T8u4n75MSJEydOnDj/ffzX+eTEiRMnTpw4ceL8q4grOXHixIkTJ06c/0niSk6cOHHixIkT53+SH9zx+N/NXhckt9v9dyTjxIkTJ06cOP8p7J23v4sr8Y9OyfF4YrnB/1VZj+PEiRMnTpw4/zo8Hg+JiYnfSvZHF12lKApdXV1YrVYEYf8iBdOnT2fz5s3/8P7/me33lpxob2//hyO/fsj2/7Pb/yf0//vYx3/7GMT7/8Nu/2Mfg3j///n+/7Nt+KG3P9gYqKqKx+MhOzt7n9Qy38SPzpIjiiK5ubkH/V6SpH/qxPpntwdISEj4h/fxQ7f/v73/38c+/tvH4IfeHuL9h/gYxPv/j/f/+2jDD709HHgMvq0FZy9xx+OvccUVV/yg2/+z/NDt/2/v//exj//2Mfiht/9n+aHb/0P3//toww+9/T/LD93+H7r/30cbfujtvy9+dMtV/8n82BMV/tj7D/Ex+LH3H+JjEO//j7v/8P2OQdyS8x+EXq/n1ltvRa/X/9BN+UH4sfcf4mPwY+8/xMcg3v8fd//h+x2DuCUnTpw4ceLEifM/SdySEydOnDhx4sT5nySu5MSJEydOnDhx/ieJKzlx4sSJEydOnP9J4kpOnDhx4sSJE+d/kriS8x/A3XffzfTp07FaraSnp7NkyRL27NnzQzfrB+P//u//EASBX/ziFz90U/5tdHZ2cu6555KSkoLRaKSiooItW7b80M36tyHLMrfccgtFRUUYjUaKi4u5/fbbv1ONmv8m1q5dy/HHH092djaCILBs2bJ9vldVld/97ndkZWVhNBo5/PDDqa+v/2Ea+y/im8YgEonw61//moqKCsxmM9nZ2Zx//vl0dXX9cA3+nvl758BXueyyyxAEgYceeujf1r5/B99mDHbt2sUJJ5xAYmIiZrOZ6dOn09bW9q2PEVdy/gNYs2YNV1xxBRs2bODjjz8mEolw5JFH4vP5fuim/dvZvHkzTzzxxP+3d68hTbUBHMD/e51tZmGpOC9hKZrWMjMMwUkRFRaSXagsakR+s1WbhCyIfauVRUVXZRERdP+QXZQuElOKSsFlZdm6KFKQDqKsFKXc8354SbB8u1CeR4//H/hhz4Ht78N2+O855+xg6tSpsqMo5t27dzCZTAgMDMTVq1fx5MkT7NmzB2PHjpUdTTHFxcUoKSnBoUOH0NjYiOLiYuzatQsHDx6UHW1AdHR0IDU1FYcPH+53+65du3DgwAGUlpaipqYGwcHByM7ORldXl8JJB86P5qCzsxMejwcOhwMejwcXLlyA1+tFbm6uhKQD42fvga/Kyspw7949REdHK5RMOT+bg5cvXyIrKwvJycmoqqrCw4cP4XA4oNfrf/1FBA06Pp9PABDV1dWyoyjq48ePIjExUVRWVopZs2YJq9UqO5Ii7Ha7yMrKkh1DqpycHJGfn99nbOnSpWL16tWSEikHgCgrK+t97Pf7RWRkpNi9e3fv2Pv374VOpxNnzpyRkHDgfTsH/amtrRUAREtLizKhFPR////r169FTEyMaGhoEOPHjxf79u1TPJtS+puDvLw8sWbNmj96Xq7kDELt7e0AgNDQUMlJlGWxWJCTk4O5c+fKjqKoy5cvIz09HcuXL0dERATS0tJw9OhR2bEUlZmZiZs3b+LZs2cAgAcPHuD27dtYsGCB5GTKa25uRmtra5/PQUhICDIyMnD37l2JyeRqb2+HRqPBmDFjZEdRhN/vh9lsRlFREYxGo+w4ivP7/aioqMDEiRORnZ2NiIgIZGRk/PCwXn9YcgYZv98Pm80Gk8mEKVOmyI6jmLNnz8Lj8WDHjh2yoyiuqakJJSUlSExMxPXr11FQUIBNmzbhxIkTsqMpZsuWLVi5ciWSk5MRGBiItLQ02Gw2rF69WnY0xbW2tgIADAZDn3GDwdC7bbjp6uqC3W7HqlWrhs2tDoqLi6HVarFp0ybZUaTw+Xz49OkTdu7cifnz5+PGjRtYsmQJli5diurq6l9+nmF3F/LBzmKxoKGhAbdv35YdRTGvXr2C1WpFZWXl7x1rVQm/34/09HQ4nU4AQFpaGhoaGlBaWoq1a9dKTqeM8+fP49SpUzh9+jSMRiPq6+ths9kQHR09bOaA+vf582esWLECQgiUlJTIjqOIuro67N+/Hx6PBxqNRnYcKfx+PwBg0aJFKCwsBABMmzYNd+7cQWlpKWbNmvVLz8OVnEFkw4YNKC8vh9vtxrhx42THUUxdXR18Ph+mT58OrVYLrVaL6upqHDhwAFqtFj09PbIjDqioqChMnjy5z9ikSZN+6wqCoa6oqKh3NSclJQVmsxmFhYXDcmUvMjISANDW1tZnvK2trXfbcPG14LS0tKCysnLYrOLcunULPp8PsbGxvfvElpYWbN68GRMmTJAdTxHh4eHQarV/vG/kSs4gIITAxo0bUVZWhqqqKsTFxcmOpKg5c+bg0aNHfcbWrVuH5ORk2O12BAQESEqmDJPJ9N1PBjx79gzjx4+XlEh5nZ2d+Oefvt+5AgICer/NDSdxcXGIjIzEzZs3MW3aNAD/3ZW5pqYGBQUFcsMp6GvBef78OdxuN8LCwmRHUozZbP7u3MTs7GyYzWasW7dOUipljRgxAjNmzPjjfSNLziBgsVhw+vRpXLp0CaNHj+497h4SEoKgoCDJ6Qbe6NGjvzv/KDg4GGFhYcPivKTCwkJkZmbC6XRixYoVqK2thcvlgsvlkh1NMQsXLsT27dsRGxsLo9GI+/fvY+/evcjPz5cdbUB8+vQJL1686H3c3NyM+vp6hIaGIjY2FjabDdu2bUNiYiLi4uLgcDgQHR2NxYsXywv9l/1oDqKiorBs2TJ4PB6Ul5ejp6end78YGhqKESNGyIr91/zsPfBtqQsMDERkZCSSkpKUjjpgfjYHRUVFyMvLw8yZMzF79mxcu3YNV65cQVVV1a+/yB9dm0V/BYB+/44fPy47mjTD6RJyIYS4cuWKmDJlitDpdCI5OVm4XC7ZkRT14cMHYbVaRWxsrNDr9SI+Pl5s3bpVdHd3y442INxud7+f+bVr1woh/ruM3OFwCIPBIHQ6nZgzZ47wer1yQ/9lP5qD5ubm/90vut1u2dH/ip+9B76lxkvIf2UOjh07JhISEoRerxepqani4sWLv/UaGiFU+pOiRERENKzxxGMiIiJSJZYcIiIiUiWWHCIiIlIllhwiIiJSJZYcIiIiUiWWHCIiIlIllhwiIiJSJZYcIiIiUiWWHCJShdbWVlitViQkJECv18NgMMBkMqGkpASdnZ2y4xGRBLx3FRENeU1NTTCZTBgzZgycTidSUlKg0+nw6NEjuFwuxMTEIDc3V3ZMIlIYb+tAREPe/Pnz8fjxYzx9+hTBwcHfbRdCQKPRSEhGRDLxcBURDWlv377FjRs3YLFY+i04AFhwiIYplhwiGtJevHgBIQSSkpL6jIeHh2PUqFEYNWoU7Ha7pHREJBNLDhGpUm1tLerr62E0GtHd3S07DhFJwBOPiWhIS0hIgEajgdfr7TMeHx8PAAgKCpIRi4gGAa7kENGQFhYWhnnz5uHQoUPo6OiQHYeIBhGWHCIa8o4cOYIvX74gPT0d586dQ2NjI7xeL06ePImnT58iICBAdkQikoCXkBORKrx58wZOpxMVFRV4/fo1dDodJk+ejOXLl2P9+vUYOXKk7IhEpDCWHCIiIlIlHq4iIiIiVWLJISIiIlViySEiIiJVYskhIiIiVWLJISIiIlViySEiIiJVYskhIiIiVWLJISIiIlViySEiIiJVYskhIiIiVWLJISIiIlViySEiIiJV+hdDAx3Zv7XOGAAAAABJRU5ErkJggg==\n",
@@ -247,7 +222,7 @@
"plt.xlabel('G')\n",
"plt.ylabel('fraction of sources with a RAVE entry')\n",
"plt.ylim(-0.03,1.03)\n",
- "plt.title('whole sky divided in 48 hpx1 regions')"
+ "plt.title('whole sky divided in 48 hpx1 regions');"
]
},
{
@@ -373,16 +348,6 @@
"id": "0fac397d",
"metadata": {},
"outputs": [
- {
- "data": {
- "text/plain": [
- "(0.0, 16.0)"
- ]
- },
- "execution_count": 8,
- "metadata": {},
- "output_type": "execute_result"
- },
{
"data": {
"image/png": 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\n",
@@ -412,7 +377,7 @@
"plt.xlabel('G')\n",
"plt.ylabel('fraction of sources with RAVE entry')\n",
"plt.ylim(0,0.15)\n",
- "plt.xlim(0,16)"
+ "plt.xlim(0,16);"
]
},
{
@@ -461,7 +426,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -475,7 +440,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.7.6"
+ "version": "3.10.9"
}
},
"nbformat": 4,