diff --git a/docs/_static/wt_in_yaw.svg b/docs/_static/wt_in_yaw.svg
new file mode 100644
index 0000000000000000000000000000000000000000..26ce261a85f57c18187a7107f32d7fd69cf9cc0d
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diff --git a/docs/index.rst b/docs/index.rst
index 928cf046bd10ced208538227a6d0f5e93d43689d..27800d1c7cf227f1baceb89acc59b727218aae5c 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -48,6 +48,7 @@ Contents:
notebooks/exercises/CombineModels
notebooks/exercises/Validation
notebooks/exercises/Improve_layout
+ notebooks/exercises/WakeDeflection
diff --git a/docs/notebooks/EngineeringWindFarmModels.ipynb b/docs/notebooks/EngineeringWindFarmModels.ipynb
index e03b5fcff6781ea2e9e6c83f68546496405f9321..e1096ca87559707b8efe640d088829d9649f5268 100644
--- a/docs/notebooks/EngineeringWindFarmModels.ipynb
+++ b/docs/notebooks/EngineeringWindFarmModels.ipynb
@@ -16,7 +16,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
@@ -29,7 +29,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
@@ -233,7 +233,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "264 ms ± 0 ns per loop (mean ± std. dev. of 1 run, 1 loop each)\n"
+ "102 ms ± 0 ns per loop (mean ± std. dev. of 1 run, 10 loops each)\n"
]
}
],
@@ -282,7 +282,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "3.41 s ± 0 ns per loop (mean ± std. dev. of 1 run, 1 loop each)\n"
+ "1.76 s ± 0 ns per loop (mean ± std. dev. of 1 run, 1 loop each)\n"
]
}
],
@@ -329,7 +329,6 @@
" downwind_distance_ijlk = x_j.reshape((1, -1, 1, 1))\n",
" crosswind_distance_ijlk = np.abs(y_j.reshape((1, -1, 1, 1)))\n",
" ws = 10\n",
- " zeros_ijl = np.zeros(crosswind_distance_ijlk.shape[:3])\n",
" res_ijlk = f(\n",
" # specify arguments for all models\n",
" WS_ilk=np.array([[[ws]]]), # wind speed at source turbine\n",
@@ -338,7 +337,7 @@
" h_il=np.array([[67]]), # source turbine hub height\n",
" dw_ijlk=downwind_distance_ijlk, # down wind distance\n",
" hcw_ijlk=crosswind_distance_ijlk, # horizontal cross wind distance\n",
- " dh_ijl=np.array(zeros_ijl),\n",
+ " dh_ijlk=np.zeros_like(crosswind_distance_ijlk),\n",
" # height difference(vertical cross wind distance) between source and destination turbine\n",
" cw_ijlk=crosswind_distance_ijlk, # cross wind distance (both horizontal and vertical)\n",
" ct_ilk=np.array([[[8 / 9]]]), # thrust coefficient\n",
@@ -746,7 +745,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x1f582dbc160>"
+ "<matplotlib.legend.Legend at 0x1a9d20a1a00>"
]
},
"execution_count": 20,
@@ -792,7 +791,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x1f581a64dc0>"
+ "<matplotlib.legend.Legend at 0x1a9ccda7190>"
]
},
"execution_count": 21,
@@ -907,7 +906,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f581a3d9a0>"
+ "<matplotlib.contour.QuadContourSet at 0x1a9d20a1f70>"
]
},
"execution_count": 23,
@@ -948,7 +947,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f5830a3040>"
+ "<matplotlib.contour.QuadContourSet at 0x1a9cc8d1910>"
]
},
"execution_count": 24,
@@ -990,7 +989,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f582dc0a00>"
+ "<matplotlib.contour.QuadContourSet at 0x1a9d216f400>"
]
},
"execution_count": 25,
@@ -1183,7 +1182,7 @@
}
],
"source": [
- "x =y= np.array([-.6, 0,.6])\n",
+ "x = y = np.array([-.6, 0,.6])\n",
"plot_rotor_avg_model(GridRotorAvg(x,y,nodes_weight = [0.25,.5,.25]), 'Grid_4')"
]
},
@@ -1397,7 +1396,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x1f588717400>"
+ "<matplotlib.legend.Legend at 0x1a9d3affaf0>"
]
},
"execution_count": 35,
@@ -1452,10 +1451,34 @@
"metadata": {},
"source": [
"## Deflection models\n",
- "The deflection models calculate the deflection of the wake due to yaw-misalignment, sheared inflow etc.\n",
+ "The deflection models calculate the deflection of the wake due to yaw-misalignment, sheared inflow etc. \n",
+ "Note, this is one of the four effects of skew inflow that is handled in PyWake, see [here](YawMisalignment.html).\n",
"The deflection models take as input the downwind and crosswind distances between the source wind turbines and the destination wind turbines/sites and calculate a new set of deflected downwind and crosswind distances."
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 52,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def plot_deflection(deflectionModel):\n",
+ " from py_wake import IEA37SimpleBastankhahGaussian\n",
+ " from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n",
+ "\n",
+ " site = IEA37Site(16)\n",
+ " x, y = [0, 400, 800], [0, 0, 0]\n",
+ " windTurbines = V80()\n",
+ " wfm = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=deflectionModel)\n",
+ "\n",
+ " yaw_ilk = np.reshape([-20,20,0],(3,1,1))\n",
+ "\n",
+ " plt.figure(figsize=(14,4))\n",
+ " fm = wfm(x, y, yaw_ilk=yaw_ilk, wd=270, ws=10).flow_map()\n",
+ " fm.plot_wake_map()\n",
+ " fm.min_WS_eff().plot(color='k', ls='--')\n"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -1472,24 +1495,44 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 53,
"metadata": {},
"outputs": [
{
"data": {
+ "image/png": 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\n",
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f588871850>"
+ "<Figure size 1008x288 with 2 Axes>"
]
},
- "execution_count": 36,
- "metadata": {},
- "output_type": "execute_result"
- },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from py_wake.deflection_models import JimenezWakeDeflection\n",
+ "plot_deflection(JimenezWakeDeflection())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### FugaDeflection"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 54,
+ "metadata": {},
+ "outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
- "<Figure size 1008x216 with 2 Axes>"
+ "<Figure size 1008x288 with 2 Axes>"
]
},
"metadata": {
@@ -1499,19 +1542,8 @@
}
],
"source": [
- "from py_wake import IEA37SimpleBastankhahGaussian\n",
- "from py_wake.deflection_models import JimenezWakeDeflection\n",
- "from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n",
- "\n",
- "site = IEA37Site(16)\n",
- "x, y = [0, 600, 1200], [0, 0, 0] # site.initial_position[:2].T\n",
- "windTurbines = IEA37_WindTurbines()\n",
- "iea_deflection = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=JimenezWakeDeflection())\n",
- "\n",
- "yaw_ilk = np.reshape([-30,30,0],(3,1,1))\n",
- "\n",
- "plt.figure(figsize=(14,3))\n",
- "iea_deflection(x, y, yaw_ilk=yaw_ilk, wd=270, ws=10).flow_map().plot_wake_map()\n"
+ "from py_wake.deflection_models import FugaDeflection\n",
+ "plot_deflection(FugaDeflection())"
]
},
{
@@ -1552,22 +1584,22 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f588636220>"
+ "<matplotlib.contour.QuadContourSet at 0x1a9cce68ee0>"
]
},
- "execution_count": 37,
+ "execution_count": 39,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 720x288 with 2 Axes>"
]
@@ -1587,7 +1619,8 @@
" def calc_deflection(self, dw_ijl, hcw_ijl, **_):\n",
" dw_ijlk = dw_ijl[..., na] # add extra wind speed dimension\n",
" hcw_ijlk =hcw_ijl[..., na] + .1*dw_ijlk # deflect 1/10 of the downstream distance\n",
- " return dw_ijlk, hcw_ijlk\n",
+ " dh_ijlk =np.zeros_like(hcw_ijl[..., na]) # no vertical deflection\n",
+ " return dw_ijlk, hcw_ijlk, dh_ijlk\n",
"\n",
"iea_my_deflection = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=MyDeflectionModel())\n",
"\n",
@@ -1604,7 +1637,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
@@ -1631,7 +1664,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 41,
"metadata": {},
"outputs": [
{
@@ -1663,7 +1696,7 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 42,
"metadata": {},
"outputs": [
{
@@ -1697,7 +1730,7 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 43,
"metadata": {},
"outputs": [
{
@@ -1732,7 +1765,7 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": 44,
"metadata": {},
"outputs": [
{
@@ -1762,7 +1795,7 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
@@ -1781,16 +1814,16 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x1f588915be0>"
+ "<matplotlib.legend.Legend at 0x1a9cc8d1ee0>"
]
},
- "execution_count": 44,
+ "execution_count": 46,
"metadata": {},
"output_type": "execute_result"
},
@@ -1825,16 +1858,16 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 47,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x1f581aa44f0>"
+ "<matplotlib.legend.Legend at 0x1a9d24496a0>"
]
},
- "execution_count": 45,
+ "execution_count": 47,
"metadata": {},
"output_type": "execute_result"
},
@@ -1877,22 +1910,22 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<matplotlib.contour.QuadContourSet at 0x1f5885c2b80>"
+ "<matplotlib.contour.QuadContourSet at 0x1a9d214a970>"
]
},
- "execution_count": 46,
+ "execution_count": 48,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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dL2k58FuS0kH+/nHAMcCz5YjTmYGZWZ6gRSOQRzQOjk23WbnXSmdfOA8YD4wGBki6ZJd7RjwQEYcCnwS+l3eNgcB9wFcjYmM53rOriczM2qY6IibvZv+pwJsRsRZA0v3ANOBXhQ6OiKclHSBpRERUS+pFkhHcGRH3lzr4Ri4ZmJmV10pgqqT+kgScAizLPUDSgek+JE0CegM1adrPgWUR8cNyBumSgZlZAdkSTTUREc9KuhdYRNI76AVgjqQr0v2zgU8Bn0sbmLcCF0ZEpF1MPwu8LGlxeslvNy4JUErODMzMyiwirieZmSHX7Jz93we+X+C8P1F4cs+SczWRmZm5ZGBmli8CMl1oRtJiuGRgZmYuGZiZ5QuCTHSh1e6L4JKBmZk5MzAzM1cTmZntInADspmZdUMuGZiZ5YvSjUDuLFwyMDMzZwZmZuZqIrMu4eGHHyYaGrjm2/nT31hrdLZxBpK+XsRhtRHx703tdMnArAt4f/Vq3n///UqHYZXzt8BAYNButm/s7gIuGZiZdX6/jIh/2N0Bkgbsbr8zAzOzPJ1tnEFEXNPWY0pSTSTpVklrJC3JSRsm6XFJr6WPQ3P2XSdphaRXJZ1RihjMzDoiSYdIWpyzbZT01QLHnZzuXyrpqZz0Gel35QpJ1zZzr6slDVbi55IWSTq9mDhL1WZwGzAjL+1a4MmIOAh4Mn2NpMOBmcAR6Tk/lVRVojjMzNosgExEUVuz14p4NSImRsRE4FhgC/BA7jGShgA/Bc6NiCOAz6TpVcBPgE8AhwMXpd+hTflCRGwETgf2BC4D/qmY91ySzCAingY+zEs+D7g9fX478Mmc9LsjYntEvAmsAKY0d49sNthe33la983MCjgFeD0i3s5L/yvg/ohYCRARa9L0KcCKiHgjIuqAu0m+Q5vSuCramcAvIuJFilwprZy9ifaKiNUA6ePINH0M8E7OcavStGZtqcuyrrae+mznqcszM8sxE7irQPrBwFBJcyUtlPS5NL2l35cLJT1Gkhk8KmkQUNSv6Eo0IBfKpQp+u0uaBcwCGDVmnx3pm7dlAOjTswf9+7iGycxKLCDbUHRNxAhJC3Jez4mIOfkHSeoNnAtcV+AaPUmqkE4B+gHzJM2nyO9LST0jIgN8EZgIvBERWyQNJ6kqalY5M4MPJI2KiNWSRgGNxZ5VwD45x40F3it0gfQDnQNwxFGTdvkAttZl2VqXZXD/XvSqapc1o83M8lVHxOQijvsEsCgiPiiwb1V6nVqgVtLTwNEU/305X9Iq4BHgkYhYDxARNUBNMW+inNVEDwGXps8vBR7MSZ8pqY+k8cBBwHNtudHGLfXUbKpjy/ZsWy5jZlZOF1G4igiS78ePSuopqT9wPLAMeB44SNL4tGQxk+Q7dCdpZnR1+vJGSc9L+pGk0yX1KSa4kpQMJN0FnExSXFoFXE/Sgn2PpC8CK0lbxyNiqaR7gFeADHBlRJTkW9wlBTMrhSCoL+E4g/QL/jTg8py0KwAiYnZELJP0CPASSR3/LRGxJD3uKuBRoAq4NSKWFow5aZSeDcyW1Av4KEmPzX+UtDYiztpdjCXJDCLioiZ2ndLE8TcAN5Ti3oVs3FIPQO9ePRjU1+PqzKyyImILMDwvbXbe6x8APyhw7sPAwy28Xz3w+3RDUrOddLr0N2VdfQNr6rYzdEBvlxTMrGgRkCm+AbnDkHQ28D1gHElJQkBExODmzu3SmUGjdbV1APTrXUX/3t3iLZtZ93QjcAHwckQRI+JydKtZS7fWZanZvJ2Gln1GZmadxTvAkpZmBNBNSgb5GksKfXpWMdBtCmaWJ6CkDcjt6Brg4XRuo+2NiRHxw+ZO7NbfhNszWbZuzDJ0QC96VnWrQpKZdU03AJuBvkDvlpzYrTODRutqk95H/Xq7pGBmndqwiChqltJ8/jmcY2tdlrUbt5PJdr5eBGZWOhFQn42itg7miWKnrM7nn8EFNJYU+vTqweB+vSocjZlZ0a4ErpG0HajHXUtLo3FE8/CBvenRw+MUzLqLIDrVSmeNImJQa891NVERajbXsXbj9h2zpZqZdSSS9m7rMc4MWqCxTaGhE/5iMLMurZjpKnZ7jKuJWqFmcx3ZhqB/7yoG93ebgllX09iA3IkcLWnjbvYL2N1+ZwZtsaUuy5a0TaFXTxeyzKwyIqLNq3w5MyiBms3JiGaXFMyss3JmUEJb6rJs3JZhr8F9qHLvI7NOK+h01URt5rqNMvhg43beW7/NvY/MDABJQyTdK2m5pGWSTsjbv4ek/yfpRUlLJV2Ws+9radoSSXdJ6luOGF0yKKON2zJs3JZhxKDe9PbcR2adRkTJJ6q7iWRt4k+ny1f2z9t/JfBKRJwjaU/gVUl3AnsCfwMcHhFb01UiZwK35Z4sadjubh4RHzYXoDODdlC9qY5MNLBH317s4RHNZt2KpMHAicDnASKiDqjLOyyAQZIEDAQ+JFkWGJLv6X6S6kkykfcK3GZheg0B+wLr0udDSJYdHt9cnP652o42bKtn5botbKv33EdmXcgISQtytll5+/cH1gK/kPSCpFskDcg75sfAYSRf9C8DV0dEQ0S8C/wLyRf6amBDRDyWH0BEjI+I/UnWSj4nIkZExHDgbOD+Yt6EM4MKWLN5GyvXbWHD1vpKh2JmBQRQl4miNqA6IibnbHPyLtcTmATcHBHHALXAtXnHnAEsBkYDE4EfSxosaShwHskv+9HAAEmX7Cb049I1k5P3EfE74KRi3rMzgwrasK2eN2pqXVIw69pWAasi4tn09b0kmUOuy4D7I7ECeBM4FDgVeDMi1qaL3N8PTNvNvaol/Z2kcZL2k/QdoKaYIJ0ZdADvbdzK2+u2sHm7ex+ZdTUR8T7wjqRD0qRTgFfyDluZpiNpL+AQ4I00faqk/ml7winAst3c7iKSRucH0m3PNK1ZbkDuQGq21FGzpY69B/Wlj0c0m1VMRJS6N9FXgDvTnkRvAJdJuiK912zge8Btkl4mafj9VkRUk/zSvxdYRNKg/AKQXw2VG/eHwNWSBkbE5pYE6MygA3p3w1YARvTvw+B+/icy6+wiYjEwOS95ds7+94CCi9JExPXA9cXcR9I04BaSHkn7SjoauDwi/ntz5/rnZwdWvWU7b9TUsrUuW+lQzLqVxhHInXClsx+RNEbXAETEiyTdWptV9p+dkt4CNgFZIBMRk9MBEr8GxgFvAf8tItaVO5bO6p2NWwDYe0A/BvRt83xUZtaFRcQ7SfPCDkX9mmyvksHHImJiRDQWk64FnoyIg4An2bWblRXwfu1WXq/Z7JKCmTXlnbSqKCT1lvRNdt/gvEOlqonOA25Pn98OfLJCcXRK723ayqtrN1G7zZmCWTk0rmfQCauJriCZ2mIMSZfWienrZrVH62QAj0kK4N/TARl7RcRqgIhYLWlkO8TR5azatIWetXL1kZkBkPZAurg157ZHyWB6REwCPgFcKamoxgwASbMah3iv+7C6fBF2YpmGYNWmLSxds5FNWz1Owaw7k3SwpCclLUlfHyXp74o5t+yZQdpliohYQzIIYgrwgaRRAOnjmibOndM4xHvosBHlDrXTW7lpC6/VbKLWg9fM2iSATENDUVsH8zPgOqAeICJeIpnltFllzQwkDZA0qPE5ST/aJcBDwKXpYZcCD5Yzju4kE8HKTVtYsma9MwWz7qd/RDyXl1bUF0G52wz2Ah5Iuzn1BP4jIh6R9Dxwj6Qvkgy3/kyZ4+iW3tywmaoePRgzoB+DPXV2lzTl7JN45KrpnPqxpysdSpcSEWQ6XuNwMaolHUBSuEHSp0lmO21WWTODiHgDOLpAeg3pPBxWXtmGBlZuqqV+Q3DAHgMZ2NcjmruCw6Yczp+v+/iO11VV7kBgQNJzaA5wqKR3SSa8K6pB2d8M3cjrGzbTa5MYPaA/Q/q7pNAZnXTKEdz3xSmVDsM6qPQH+KlptXyPiNhU7LnODLqZ+obg9Q2bYAMcMnSwSwqdxNhxI5n/dy5Mt5cIyGQ7XONwsyQNJ5nH6CMkA8/+BPxDWhuzW/4m6MZeXbeRnj16MGZgP4b1613pcKyA6VPHccfF+VPfmzXpbuBp4FPp64tJpv45tbkTnRl0c5mGBlas3wzr4dChgxnskkKHcOzRo7nzc8dWOgzrfIZFxPdyXv+jpE8Wc6L/59sOy9dtBGCfgf0ZNahvhaPpnqYcNYp//8xRlQ6j20vGGXTK3kR/kDQTuCd9/Wngt8Wc6CmsbSf12eCNDbX8eVUNG7dlyEan/A/R6Uw/ehTPX3+aM4IuStIQSfdKWi5pmaQT8vYfKmmepO3p5HJFn5vncuA/gO1AHUm10dclbZK0cXcxumRgTXphzXoA9h/Sn9GD+lU2mC7qmIP35KZPHlHpMCxPRFCfKWkD8k3AIxHx6XS1s/55+z8E/obCk3Y2d+4OETGotQE6M7BmvbF+C6/W1DJp7z3Yo6+7pJbCOceO5uqPHlDpMKwdSBpMssDM5wEioo7kV/sO6XQ9aySd1dJz846fDiyOiFpJlwCTgBsjYmVzcbqayIq26P0N/OGtalZu2FLpUDqtCfsO5ZGrpjsj6FpGNE6omW6z8vbvD6wFfiHpBUm3pOMAitHSc28GtqTLXV4DvA38spgbuWRgLba8upbl1bUcO2oPhvZ1l9RiXHr8GM6dMKbSYVgLtGASuuqchbsK6UnyC/0rEfGspJtIFvT6+yKu3dJzMxERks4DboqIn0u6tIljd7mRWassXL2B+obg4OH9OGBIq6squ7TDx+7B9acdXOkwrLJWAasi4tn09b0Uv7pjS8/dJOk64BLgRElVQFF1u84MrM3+q2YrSz7Ywon7DWWPPm5TALh40mjOOGzvSodhrRQB2RJNVBcR70t6R9IhEfEqybxsr5Tp3AuBvwK+mJ67L/CDYu7lzMBK5um31wFwwPA+HD58jwpHUxkHjezPN086sNJhWMfzFeDOtDfQG8Blkq4AiIjZkvYGFgCDgQZJXwUOj4iNhc5t6iYR8T7ww5zXK4E7ignQmYGV3PK121i+dhsnd6OSwmWTxjJ5/NBKh2EdVEQsBvLbFWbn7H8fGNuCc0vOmYGVzeNvfAgkJYVjRg6pbDBlsv/wvu4Z1AUl6xl0vonq2sKZgZXd8jXbWL7mfU4/cCh79O4avY8uOWoUR+7TPavCrGtyZmDt5rEV68g0NHDA8L5MGdU5q1T2G9qbLx0/vtJhmO1E0sukq5sVEhHNznPizMDa3es123h1zXucecjwTtOmcNGEURw8yt1nu4tOOFHd2enjlelj40Czi4GiRok6M7CKefjVGjLZBsaP6MdH9umYJYVRg3tx2XHjKh2G2W5FxNuQTEcREdNzdl0r6c/APzR3DWcGVnFvVm/ltTVbuGDCSAb06hh/khccNor9RxY7Y4B1NZ11pTNggKSPRMSfACRNA4r6Q+4Y//PMgPuXrKE+08CBIwdw4n6VKSkM7lvFJZP2q8i9zUrgi8Ctkhp7N6wHvlDMic4MrMNZ/v4mlr+/iU8fvVe79T46ZfxIlwSs04uIhcDR6WyniogNxZ7rzMA6rF8veh+A8SMHctr+w8pyj9GD+nLW4aPKcm3r3DIlmo6iPUnqQ7L+8TigpyQAIsJtBtb5vbZ6I6+t3sgFx+zFiH59SnLNk/bb0yUB64oeBDYAC0lWOytaxTIDSTNIVvCpAm6JiH+qVCzWOdyz8H0y2QYOHTOEj+8/pFXXGDWgL6ccsldpAzPrOMZGxIzWnFiRzCCdVvUnwGkkU7Q+L+mhiChqJj/r3pa/u54lK9fx6cmjGDmguJLCcaOHuyRgRYsIsp2zN9Ezko6MiJdbemKlSgZTgBUR8QaApLuB8yhyWlczgF8/+y4Ah4wdwukHF25TGDOwH1P3H96eYZlV0keAz0t6k6SaSEB05BHIY4B3cl6vAo7f3Qlvv/Eal888a3eH7BBNj8ouWrRT21HRtynywObee2vfV8HTmrhW4eRdU/NjyT8icg6IndJ3Pm4ewbz0eZVE757Jaq59e1UVDrALeunFxQCccerJFY2jIzjq6IltvkYEZDKdsmTwidaeWKnMQAXSdvm2SNcSnQXQp08felYVOq3Yy5t1XQMGDqx0CLYbkt4CNgFZkqUpC05JLek4YD5wYUTcm5NeRbLewbsRcXaB8wanax9sam2MlcoMVgH75LweC7yXf1BEzAHmAEw6dnI8+sTcdgnOzDq3n/zbTZUOoZCPRUR1UzvTL/zvA48W2H01sIxk8ZtC/oNkfqKFJD+sc38RB7B/c8FVKjN4HjhI0njgXWAmyVJtZmYdQEUakL8C3Accl5soaSxwFnAD8PVCJzaWFiKi1VPq9mjtiW0RERngKpIccBlwT0QsrUQsZmbtIIDHJC1Mq793ImkMcD45q5/luBG4Bmg2d5J0h6QvSTq0pQFWbJxBRDwMPFyp+5uZlcgISQtyXs9Jq7hzTY+I9ySNBB6XtDwins7ZfyPwrYjINo4aBpB0NrAmIhZKOrmIWG4j6VH0b5L2BxYDT0dEs/VmHoFsZpYnArLFT0dR3VSD8F+uF++lj2skPUDSvT43M5gM3J1mBCOAMyVlSHpZnivpTKAvMFjSryLikibu83tJT5FUNX0MuAI4gmSA7245MzAzKyNJA4AeEbEpfX46eesL5Nb1S7oN+E1E/Cfwn8B1afrJwDebygjSY54kmbJ6HvBH4LiIWFNMnM4MzMzyBJSyAXkv4IH0V39P4D8i4hFJVwBERKF2gtZ6CTgWmEAyR9F6SfMiYmtzJzozMDMro3SmhaMLpBfMBCLi802kzwXmNnOvrwFIGghcBvwC2Btodt4WZwZmZl2EpKuAj5KUDt4GbiWpLmqWMwMzs3wta0DuSPoBPwQWpl34i+bMwMysi4iIH7T23IoMOjMzs47FJQMzszydeD2DVnPJwMzMXDIwM8sXdNr1DFrNJQMzM3NmYGZmriYyM9tV5x1n0GouGZiZmTMDMzNzNZGZ2S4igkwmW+kw2pVLBmZm5pKBmVkhDR6BbGZmpSapStILkn5TYN/fSlqcbkskZSUNk7SPpD9IWiZpqaSryxWfMwMzs/ZxNbCs0I6I+EFETIyIiSTLXD4VER8CGeAbEXEYMBW4UtLh5QjOmYGZWZ6IoCHbUNRWDEljgbOAW4o4/CLgrjSO1RGxKH2+iSQzGdOqN9UMZwZmZuV3I3ANsNvcQ1J/YAZwX4F944BjgGdLH54zAzOzthohaUHONit3p6SzgTURsbCIa50D/DmtIsq9xkCSDOKrEbGxZJHncG8iM7N8Adls0eMMqiNi8m72TwfOlXQm0BcYLOlXEXFJgWNnklYRNZLUiyQjuDMi7i82qJYqW8lA0nclvZvTQn5mzr7rJK2Q9KqkM8oVg5lZpUXEdRExNiLGkXzZ/75QRiBpD+Ak4MGcNAE/B5ZFxA/LGWe5SwY/ioh/yU1IW8JnAkcAo4EnJB0cEd1ruJ+ZdVhBlH2cgaQrACJidpp0PvBYRNTmHDYd+CzwsqTFadq3I+LhUsdTiWqi84C7I2I78KakFcAUYF4FYjEzazcRMReYmz6fnbfvNuC2vLQ/AWqP2MrdgHyVpJck3SppaJo2Bngn55hVlKmrlJmZFadNmYGkJ9LRcvnbecDNwAHARGA18K+NpxW4VMGJwyXNamyhr65e25ZQzcyKF5R0nEFn0KZqoog4tZjjJP0MaByCvQrYJ2f3WOC9Jq4/B5gDMOnYyd1rpQkzs3ZUzt5Eo3Jeng8sSZ8/BMyU1EfSeOAg4LlyxWFmZs0rZwPyP0uaSFIF9BZwOUBELJV0D/AKybwbV7onkZl1JEG0ZJxBl1C2zCAiPrubfTcAN5Tr3mZm1jIegWxmli+8noGZmXVDzgzMzMzVRGZm+RrXM+hOXDIwMzOXDMzMdhVkMplKB9GuXDIwMzNnBmZm5moiM7NdhMcZmJlZOUiqkvSCpN8U2CdJ/yddAfIlSZNy9s1IV4VcIenacsXnzMDMrH1cDSxrYt8nSCbtPAiYRbIEAJKqgJ+k+w8HLkpXiyw5ZwZmZvkiIJspbiuCpLHAWcAtTRxyHnBHJOYDQ9KZn6cAKyLijYioA+5Ojy05ZwZmZuV3I3AN0FRDRFMrQLbbypBuQDYz20VAtr7Yg0dIWpDzek66MBcAks4G1kTEQkknN3GNplaALHplyLZyZmBm1jbVETF5N/unA+dKOhPoCwyW9KuIuCTnmKZWgOzdRHrJuZrIzKyMIuK6iBgbEeOAmcDv8zICSFaA/Fzaq2gqsCEiVgPPAwdJGi+pd3r+Q+WI0yUDM7N80aJqolaRdEVyq5gNPAycCawAtgCXpfsykq4CHgWqgFsjYmk54nFmYGbWTiJiLjA3fT47Jz2AK5s452GSzKKsXE1kZmYuGZiZ7aJxnEE34pKBmZm5ZGBmtqvyNyB3NC4ZmJmZMwMzM3M1kZnZrgLwspfFk/QZSUslNUianLfvunT+7VclnZGTfqykl9N9/0dSobk3zMysHbW1mmgJcAHwdG5iOt/2TOAIYAbw03Rebkjm6Z7FX+buntHGGMzMrI3aVE0UEcsACvy4Pw+4OyK2A29KWgFMkfQWMDgi5qXn3QF8EvhdW+IwMyupaIDM9kpH0a7K1YC8u7m5VxVIL0jSLEkLJC2orl5blkDNzKyIkoGkJ4C9C+z6TkQ82NRpBdJaPDd3Oif4HIDJkydHv17NBGtmVhLdbwRys5lBRJzaius2NTf3qvR5frqZmVVQuaqJHgJmSuojaTxJQ/Fz6fzcmyRNTXsRfQ5oqnRhZmbtpE0NyJLOB/4N2BP4raTFEXFGRCyVdA/wCpABroyIbHral4HbgH4kDcduPDazjqUd1jPoaNram+gB4IEm9t0A3FAgfQEwoS33NTPrLCT1Jel+34fkO/feiLg+75iLgW+lLzcDX46IF9N9XwP+mqR99WXgsojYVuo4PR2FmVl5bQc+HhFHAxOBGenSlrneBE6KiKOA75F2nJE0BvgbYHJETCBZ7WxmOYL0dBRmZvmCkvUmSlcx25y+7JVukXfMMzkv57NzR5ueQD9J9UB/ytTpxiUDM7Myk1QlaTGwBng8Ip7dzeFfJG1LjYh3gX8BVgKrgQ0R8VhZYkwyrY5P0lrg7QqHMQKornAM0DHi6AgxQMeIoyPEAI4j134RsWdrT5b0CMn7KEZfILcOf046RqrQdYeQtLN+JSKWFNj/MeCnwEciokbSUOA+4EJgPfB/SdocflVkbEXrNNVEbfmHLRVJCyJicvNHdv04OkIMHSWOjhCD4yitiCjLnGkRsV7SXJI52XbKDCQdBdwCfCIiatLkU4E3I2Jtesz9wDSg5JmBq4nMzMpI0p5piQBJ/Ui+4JfnHbMvcD/w2Yj4r5xdK4GpkvqnY7NOAZaVI85OUzIwM+ukRgG3pzM39wDuiYjfSLoCICJmA/8DGE4ywzNAJiImR8Szku4FFpGM2XqBtKdRqTkzaJmy/CO0QkeIoyPEAB0jjo4QAziODikiXgKOKZA+O+f5X5OMJSh0/vXA9YX2lVKnaUA2M7PycZuBmZk5M2iKpB9IWi7pJUkP5DQAjZO0VdLidJudc05Jl/RsKoZ0X7stK9rU8qbt/Fl0uCVWJX1X0rs57//M5mIqB0kz0vuskHRtOe9V4N5vpZ/xYkkL0rRhkh6X9Fr6OLQ9Y7JWighvBTbgdKBn+vz7wPfT5+OAJU2c8xxwAsm6Db8j6SJWjhgOB14kmetkPPA6UFWOGNJrHgYcAswlGRbfmN6en0VTMbTrZ5EX03eBbxZIbzKmMvydVqXX3x/ond738HLcq4n7vwWMyEv7Z+Da9Pm1jX+33jr25pJBEyLisYhoHI+ePzx8F5JGkS7pGcn/gsYlPcsRw45lRSPiTaBxWdGSx5DGsSwiXi32+DJ9Fk3F0K6fRZEKxlSme00BVkTEGxFRB9yd3r+SzgNuT5/fTvt97tYGzgyK8wV2nmp7vKQXJD0l6aNpWouW9GxjDCVZVrREKvFZ5Kr0Z3FVWo13a051SFMxlUN73quQAB6TtFDSrDRtr0jWLiF9HNmO8VgrdeuupSpiSU9J3yHp33tnum81sG8kQ8WPBf5T0hG0cEnPNsZQkmVFWxpHAe3+WRQ6rYl7tfqzKDYm4GaSGSYjffxXkky7JPcuNsR2vFch0yPiPUkjgcclLW/2DOuQunVmEM0s6SnpUuBs4JS0qoGI2E4yJS0RsVDS68DBtHJJz9bEQBmWFW0ujibOadfPogllXWK12Jgk/Qz4TTMxlUN73msXEfFe+rhG0gMk1VYfSBoVEavT6ro17RWPtZ6riZogaQbJYhPnRsSWnPQ905GESNqfZEnPN6IMS3o2FQMdZFnR9vwsdqNin0X6RdfofP4y10zBmEp57xzPAwdJGi+pN8lc9w+V6V47kTRA0qDG5yQdHpak9780PexSvLRt51DpFuyOupE0+r0DLE632Wn6p4ClJL02FgHn5JwzmeQ/w+vAj0kH9ZU6hnTfd9L7vEpOL5lSx5Be83ySX6DbgQ+ARyvwWRSMob0/i7yYfkmy8tRLJF+Ao5qLqUx/q2cC/5Xe7zvl/r+Rc9/903/7F9O/g++k6cOBJ4HX0sdh7RWTt9ZvHoFsZmauJjIzM2cGZmaGMwMzM8OZgZmZ4czAzMxwZmBmZjgzMDMznBmYmRnw/wFQGzCmLiY0OgAAAABJRU5ErkJggg==\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
diff --git a/docs/notebooks/YawMisalignment.ipynb b/docs/notebooks/YawMisalignment.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..1655746341400b96156f984c9b007ffbb1ac9a59
--- /dev/null
+++ b/docs/notebooks/YawMisalignment.ipynb
@@ -0,0 +1,473 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# WT operating under yaw misalignment\n",
+ "\n",
+ "In case the wind turbine rotor is not perpendicular to the inflow, its operation and effects on the flow field will be different. In general it is a quite complicated process. In PyWake the effects are divided into four subeffects that are handled invididually:\n",
+ "\n",
+ "1. Change of operation due to reduced inflow wind speed\n",
+ "2. Reduced deficit, <font style=\"color:red\">$deficit_{normal}$</font>, due to reduced inflow wind speed\n",
+ "3. Reduced deficit, <font style=\"color:#CCCC00\">$deficit_{downwind}$</font>, due to misalignment between thrust and downwind direction\n",
+ "4. Deflection of wake deficit, <font style=\"color:green\">$deficit_{deflected}$</font>, due to traversal thrust component reaction\n",
+ "\n",
+ "<img src=\"../_static/wt_in_yaw.svg\" alt=\"drawing\" width=\"700\"/>\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 0,
+ "metadata": {},
+ "outputs": [],
+ "source": "# Install PyWake if needed\ntry:\n import py_wake\nexcept ModuleNotFoundError:\n !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from py_wake.examples.data.hornsrev1 import V80\n",
+ "from py_wake.flow_map import HorizontalGrid\n",
+ "from py_wake.tests.test_files import tfp\n",
+ "from py_wake.wind_farm_models import PropagateDownwind\n",
+ "from py_wake.deficit_models import FugaYawDeficit\n",
+ "from py_wake.deflection_models import FugaDeflection\n",
+ "from py_wake.examples.data.hornsrev1 import Hornsrev1Site\n",
+ "from py_wake.flow_map import XYGrid\n",
+ "\n",
+ "\n",
+ "from ipywidgets import interact\n",
+ "from ipywidgets import IntSlider\n",
+ "wt = V80()\n",
+ "site = Hornsrev1Site()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Change of operation due to reduced inflow wind speed\n",
+ "\n",
+ "The inflow perpendicular to the rotor is reduced by $cos\\theta$.\n",
+ "\n",
+ "This means that the pitch and rotor speed setting of the WT will be different. In PyWake the WT operation (pitch and rotor speed settings) is modeled in terms of the Power and CT curves which must be looked up for the reduced wind speed. \n",
+ "\n",
+ "Note, that below rated rotor speed, the CT curve is typically rather flat and reducing the wind speed has therefore limited effect on the CT value in this region. The power, on the other hand, is limited by the maximum power and therefore only affected in the region below rated wind speed (rated wind speed will increase with yaw misalignment)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, 'Power [W]')"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 1080x360 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "u = np.arange(3,25,.1)\n",
+ "ax1,ax2 = plt.subplots(1,2, figsize=(15,5))[1]\n",
+ "for yaw in [0,15,30]:\n",
+ " ax1.plot(u,wt.ct(u*np.cos(np.deg2rad(yaw))), label='%d deg yaw misalignment'%yaw)\n",
+ " ax2.plot(u,wt.power(u*np.cos(np.deg2rad(yaw))), label='%d deg yaw misalignment'%yaw)\n",
+ "for ax in (ax1, ax2):\n",
+ " ax.legend()\n",
+ " ax.set_xlabel('Wind speed [m/s]')\n",
+ "ax1.set_ylabel('CT')\n",
+ "ax2.set_ylabel('Power [W]')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Furthermore, misalignemnt between the thrust force (axial induction) and the inflow leads to higher wind speed at the rotor plane which also affects the WT operation. This effect, however, is not considered in PyWake"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Reduced deficit due to reduced inflow wind speed\n",
+ "\n",
+ "The wake deficit is caused by a reaction to the thrust force which slows down the inflow.\n",
+ "\n",
+ "In non-aligned inflow, the thrust force is reduced as the wind speed component normal to the rotor is reduced\n",
+ "\n",
+ "\\begin{align}\n",
+ "T & =\\frac{1}{2}\\rho C_T A (U cos\\theta)^2\n",
+ "\\end{align}\n",
+ "\n",
+ "The engineering models, however, scale their deficit with the inputs, U and CT. The reduction in deficit is therefore modeled by applying a reduced $C_T$ value, $C_{T,yaw}$, that gives the same reduction in thrust, i.e. it satisfies:\n",
+ "\n",
+ "\\begin{align}\n",
+ "\\frac{1}{2}\\rho C_{T,yaw} A U^2 & = \\frac{1}{2}\\rho C_T A (U cos\\theta)^2 \\\\\n",
+ "C_{T,yaw} & = C_T cos^2\\theta\\\\\n",
+ "\\end{align}\n",
+ "\n",
+ "The `WindTurbines` object is responsible for computing the reduced $C_T$ values and the default model, just multipy the normal ct function value with $cos^2\\theta$\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Reduced deficit due to misalignment between thrust and downwind direction\n",
+ "\n",
+ "Most engineering models calculate the deficit normal to the rotor plane, while the deficit impacting downstream WT is the deficit in the downstream direction.\n",
+ "\n",
+ "In case of yaw misalignment, the deficit is therefore mapped to downstream direction by\n",
+ "\n",
+ "$deficit_{downwind} = deficit_{normal} cos \\theta$"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### FugaYawDeficit\n",
+ "\n",
+ "The `FugaYawDeficit` model implicitly models this effect. This model requires two sets of look-up tabels, namely `UL` and `UT`. These tables describes the normalized deficit in the downwind, `U` direction caused by a unit forcing in the longitudinal, `L` and transveral, `T` directions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "fuga = FugaYawDeficit(tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/')\n",
+ "D = 80\n",
+ "R = D/2\n",
+ "x0,x1,y = 1,10,2 #upstream, downstream and crosswind regions to load [D]\n",
+ "xi0 = int(512-x0/(fuga.dx/D))\n",
+ "xi1 = int(512+x1/(fuga.dx/D))+1\n",
+ "yi = int(y/(fuga.dy/D))+1\n",
+ "UL, UT = [fuga.mirror(v,anti_symmetric=a) for v, a in zip(fuga.load_luts()[:2,0,:yi, xi0:xi1], (False,True))]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 1080x864 with 4 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "axes = plt.subplots(2,1, figsize=(15,12))[1]\n",
+ "X, Y = np.meshgrid(fuga.x[xi0:xi1], fuga.mirror(fuga.y[:yi], anti_symmetric=True))\n",
+ "wtL = np.array([[0,0],[-D/2,D/2]])\n",
+ "for ax, v, l in zip(axes.flatten(), [UL, UT], ['UL','UT']):\n",
+ " c = ax.contourf(X, Y, v)\n",
+ " plt.colorbar(c, ax=ax, label=r'Downwind deficit $\\left[\\frac{1}{U CT}\\right]$')\n",
+ " s = (slice(None,None,2),slice(None,None,5))\n",
+ " ax.quiver(X[s], Y[s], v[s]*(l[0]=='U'), v[s]*(l[0]=='V'))\n",
+ " ax.plot([0,0],[-D/2,D/2],'r')\n",
+ " if l[1]=='L':\n",
+ " ax.arrow(-10,0,-20,0,color='r', width=10,head_length=30)\n",
+ " ax.arrow(60,0,-20,0,color='r', width=10,head_length=30)\n",
+ " else:\n",
+ " ax.arrow(-30,-25,0,20,color='r', width=10,head_length=30)\n",
+ " ax.arrow(30,-25,0,20,color='r', width=10,head_length=30)\n",
+ " \n",
+ " ax.axis('equal')\n",
+ " ax.set_xlim([-D,10*D])\n",
+ " ax.set_ylim([-D,D])\n",
+ " ax.set_title(l) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As Fuga is a linear model, the deficit in the downstream direction can simply be calculated by the linear superposition of `UL` and `UT`:\n",
+ "\n",
+ "$deficit = (UL \\cdot cos\\theta + UT \\cdot sin\\theta) \\cdot U \\cdot CT$\n",
+ "\n",
+ "You can move the slider below to see the deficit fields for different yaw-misalignment angles\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "1056f222f10f4d0ba366a22481b98be3",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "interactive(children=(IntSlider(value=20, continuous_update=False, description='yaw', max=90, min=-90), Output\u2026"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot(yaw):\n",
+ " plt.figure(figsize=(18,5))\n",
+ " theta = np.deg2rad(yaw)\n",
+ " co, si = np.cos(theta), np.sin(theta)\n",
+ " deficit = co**2*(UL*co + UT*si)\n",
+ " c = plt.contourf(X, Y, deficit, levels=np.arange(-.4,.1,.05))\n",
+ " plt.colorbar(c, label=r'Downwind deficit $\\left[\\frac{1}{U CT}\\right]$')\n",
+ " s = (slice(None,None,2),slice(None,None,5))\n",
+ " plt.quiver(X[s], Y[s], deficit[s], deficit[s]*0, width=.002, scale=2)\n",
+ " plt.plot([-si*R, si*R],[-co*R,co*R],'w',label='Rotor',lw=3)\n",
+ " plt.arrow(-0,0,-100*co,0,color='r', width=5,head_length=10,length_includes_head=True)\n",
+ " plt.arrow(-0,-0,0,100*si,color='r', width=5,head_length=10,length_includes_head=True, zorder=32)\n",
+ " plt.axis('equal')\n",
+ " plt.xlim([-D,10*D])\n",
+ " plt.ylim([-D,D])\n",
+ " ax.set_title(l) \n",
+ "_ = interact(plot, yaw=IntSlider(min=-90, max=90, step=1, value=20, continuous_update=False))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Wake deflection due to traversal thrust component reaction\n",
+ "\n",
+ "Wake deflection is modeled by a `DeflectionModel` which modifies the downwind, horizontal crosswind and vertical distance between wind turbines. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### FugaDeflection\n",
+ "\n",
+ "FugaDeflection is capable of modeling the wake deflection if the `VL` and `VT` is present. These tables describes the normalized deficit in the crosswind, `V` direction caused by a unit forcing in the longitudinal, `L` and transveral, `T` directions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fugaDeflection = FugaDeflection(tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/')\n",
+ "D = 80\n",
+ "R = D/2\n",
+ "x0,x1,y = 1,10,2 #upstream, downstream and crosswind regions to load [D]\n",
+ "xi0 = int(512-x0/(fugaDeflection.dx/D))\n",
+ "xi1 = int(512+x1/(fugaDeflection.dx/D))+1\n",
+ "yi = int(y/(fugaDeflection.dy/D))+1\n",
+ "\n",
+ "# VL is antisymmetric, VT is symmetric\n",
+ "VL, VT = [fugaDeflection.mirror(v,anti_symmetric=a) for v, a in zip(fugaDeflection.load_luts()[2:4,0,:yi, xi0:xi1], (True, False))]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 1080x864 with 4 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "axes = plt.subplots(2,1, figsize=(15,12))[1]\n",
+ "X, Y = np.meshgrid(fugaDeflection.x[xi0:xi1], fugaDeflection.mirror(fugaDeflection.y[:yi], anti_symmetric=True))\n",
+ "for ax, v, l in zip(axes.flatten(), [VL, -VT], ['VL','VT']):\n",
+ " c = ax.contourf(X, Y, v)\n",
+ " plt.colorbar(c, ax=ax, label=r'$WS_{Crosswind} \\left[\\frac{1}{U CT}\\right]$')\n",
+ " s = (slice(None,None,10),slice(None,None,1))\n",
+ " ax.quiver(X[s], Y[s], 0, v[s], scale=(.3,3)[l[1]=='T'])\n",
+ " ax.plot([0,0],[-D/2,D/2],'r')\n",
+ " if l[1]=='L':\n",
+ " ax.arrow(-10,0,-20,0,color='r', width=10,head_length=30)\n",
+ " ax.arrow(60,0,-20,0,color='r', width=10,head_length=30)\n",
+ " else:\n",
+ " ax.arrow(-30,-25,0,20,color='r', width=10,head_length=30)\n",
+ " ax.arrow(30,-25,0,20,color='r', width=10,head_length=30)\n",
+ " \n",
+ " ax.axis('equal')\n",
+ " ax.set_xlim([-D,10*D])\n",
+ " ax.set_ylim([-D,D])\n",
+ " ax.set_title(l) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As Fuga is a linear model, the effects in the crosswind direction can simply be calculated by the linear superposition of `VL` and `VT`:\n",
+ "\n",
+ "$WS_{crosswind} = cos(VL \\cdot cos\\theta + VT \\cdot sin\\theta) \\cdot U \\cdot CT$\n",
+ "\n",
+ "You can move the slider below to see the crosswind wind speed field for different yaw-misalignment angles. Futhermore, the integrated deflection is shown with solid lines"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "72222270b61b432a84f6b752465cd74c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "interactive(children=(IntSlider(value=20, continuous_update=False, description='yaw', max=90, min=-90), Output\u2026"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def plot(yaw):\n",
+ " plt.figure(figsize=(18,5))\n",
+ " theta = np.deg2rad(yaw)\n",
+ " co, si = np.cos(theta), np.sin(theta)\n",
+ " deficit = co**2*(VL*co + -VT*si)\n",
+ " c = plt.contourf(X, Y, deficit, levels=np.arange(-.09,.1,.01))\n",
+ " plt.colorbar(c, label=r'$WS_{crosswind} \\left[\\frac{1}{U CT}\\right]$')\n",
+ " s = (slice(None,None,6),slice(None,None,1))\n",
+ " plt.quiver(X[s], Y[s], deficit[s]*0, -deficit[s], width=.002, scale=2)\n",
+ " fugaDeflection.plot_deflection_grid(yaw,ct=1,WS=1,WS_eff=1, xSlice=slice(256-29,256+29,4))\n",
+ " plt.plot([si*R, -si*R],[-co*R,co*R],'w',label='Rotor',lw=3)\n",
+ " plt.arrow(-0,0,-50*co,0,color='r', width=5,head_length=10,length_includes_head=True, zorder=32)\n",
+ " plt.arrow(-0,-0,0,-50*si,color='r', width=5,head_length=10,length_includes_head=True, zorder=32)\n",
+ " plt.axis('equal')\n",
+ " plt.xlim([-D,10*D])\n",
+ " plt.ylim([-D,D])\n",
+ " ax.set_title(l) \n",
+ "_ = interact(plot, yaw=IntSlider(min=-90, max=90, step=1, value=20, continuous_update=False))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Finally, all effects are put together. You can move the slider below to see the effects on the deficit behind a WT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "e59e32605edc489ea205ce08bf18c7fc",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "interactive(children=(IntSlider(value=20, continuous_update=False, description='yaw', max=90, min=-90), Output\u2026"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path = tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/'\n",
+ "wfm = PropagateDownwind(site,wt,FugaYawDeficit(path), deflectionModel=FugaDeflection(path))\n",
+ "def plot(yaw):\n",
+ " plt.figure(figsize=(18,5))\n",
+ " fm = wfm([0],[0],ws=10,wd=270, yaw_ilk=[[[yaw]]]).flow_map(XYGrid(x=np.arange(-100,800,10), y=np.arange(-150,150,10)))\n",
+ " fm.plot_wake_map()\n",
+ " max_deficit_line = fm.min_WS_eff(x=np.arange(10,800,10))\n",
+ " max_deficit_line.plot(color='k', label='Max deficit line')\n",
+ " plt.axhline(0, label='Center line')\n",
+ " plt.legend()\n",
+ " \n",
+ " \n",
+ "_ = interact(plot, yaw=IntSlider(min=-90, max=90, step=1, value=20, continuous_update=False)) "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ },
+ "toc": {
+ "base_numbering": 1,
+ "nav_menu": {},
+ "number_sections": true,
+ "sideBar": true,
+ "skip_h1_title": false,
+ "title_cell": "Table of Contents",
+ "title_sidebar": "Contents",
+ "toc_cell": false,
+ "toc_position": {},
+ "toc_section_display": true,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file
diff --git a/docs/notebooks/exercises/CombineModels.ipynb b/docs/notebooks/exercises/CombineModels.ipynb
index 337863e4a29972ece421ee7aeed98e85f025cd35..5fa475fc8d9fb88faae1127f404d79c129e3c50e 100644
--- a/docs/notebooks/exercises/CombineModels.ipynb
+++ b/docs/notebooks/exercises/CombineModels.ipynb
@@ -1,252 +1,252 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Experiment: Combine Models\n",
- "\n",
- "In this notebook, you can combine the difference models of py_wake and see the effects in terms of AEP and a flow map"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Initialization"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [],
- "source": [
- "# Install PyWake if needed\n",
- "try:\n",
- " import py_wake\n",
- "except ModuleNotFoundError:\n",
- " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
- "outputs": [],
- "source": [
- "# import all available models\n",
- "from py_wake.deficit_models import *\n",
- "from py_wake.wind_farm_models import *\n",
- "from py_wake.rotor_avg_models import *\n",
- "from py_wake.superposition_models import *\n",
- "from py_wake.deflection_models import *\n",
- "from py_wake.turbulence_models import *\n",
- "from py_wake.ground_models import *"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "metadata": {},
- "outputs": [],
- "source": [
- "# Setup site, wind turbines\n",
- "from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n",
- "site = IEA37Site(16)\n",
- "windTurbines = IEA37_WindTurbines()\n",
- "x,y = site.initial_position.T"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 19,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "<style>.widget-label { min-width: 20ex !important; }</style>"
- ],
- "text/plain": [
- "<IPython.core.display.HTML object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# prepare for the model combination tool\n",
- "from py_wake.utils.get_models import get_models, get_signature\n",
- "from ipywidgets import interact\n",
- "from IPython.display import HTML, display, Javascript\n",
- "import time\n",
- "import matplotlib.pyplot as plt\n",
- "\n",
- "# Fix ipywidget label width\n",
- "display(HTML('''<style>.widget-label { min-width: 20ex !important; }</style>'''))\n",
- "\n",
- "\n",
- "def print_signature(windFarmModel, **kwargs):\n",
- " s = \"\"\"# windFarmModel autogenerated by dropdown boxes\n",
- "t = time.time()\n",
- "wfm = %s\n",
- "sim_res = wfm(x,y)\n",
- "plt.figure(figsize=(12,8))\n",
- "sim_res.flow_map(wd=270).plot_wake_map()\n",
- "print (wfm)\n",
- "print (\"Computation time (AEP + flowmap):\", time.time()-t)\n",
- "plt.title('AEP: %%.2fGWh'%%(sim_res.aep().sum()))\n",
- "\"\"\"% get_signature(windFarmModel, kwargs, 1)\n",
- " \n",
- " # Write windFarmModel code to cell starting \"# windFarmModel autogenerated by dropdown boxes\"\n",
- " display(Javascript(\"\"\"\n",
- "for (var cell of IPython.notebook.get_cells()) {\n",
- " if (cell.get_text().startsWith(\"# windFarmModel autogenerated by dropdown boxes\")){\n",
- " cell.set_text(`%s`);\n",
- " cell.execute();\n",
- " }\n",
- "}\"\"\"%s))\n",
- "\n",
- "# setup list of models\n",
- "models = {n:[(getattr(m,'__name__',m), m) for m in get_models(cls)] \n",
- " for n,cls in [('windFarmModel', WindFarmModel),\n",
- " ('wake_deficitModel', WakeDeficitModel),\n",
- " ('rotorAvgModel', RotorAvgModel),\n",
- " ('superpositionModel', SuperpositionModel),\n",
- " ('blockage_deficitModel', BlockageDeficitModel),\n",
- " ('deflectionModel',DeflectionModel),\n",
- " ('turbulenceModel', TurbulenceModel),\n",
- " ('groundModel', GroundModel)\n",
- " ]}"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Combine and execute model\n",
- "\n",
- "Combine your model via the dropdown boxes below\n",
- "Choosing a different model updates and executes the the code cell below which runs the wind farm model, prints the AEP and plots a flow map"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 20,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "application/vnd.jupyter.widget-view+json": {
- "model_id": "5484840c76f84b0fbe0d9e65d0af57e7",
- "version_major": 2,
- "version_minor": 0
- },
- "text/plain": [
- "interactive(children=(Dropdown(description='windFarmModel', options=(('PropagateDownwind', <class 'py_wake.win\u2026"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "_ = interact(print_signature, **models)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 24,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "PropagateDownwind(EngineeringWindFarmModel, NOJDeficit-wake, RotorCenter-rotor-average, MaxSum-superposition)\n",
- "Computation time (AEP + flowmap): 0.8979828357696533\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "Text(0.5, 1.0, 'AEP: 373.48GWh')"
- ]
- },
- "execution_count": 24,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- "<Figure size 864x576 with 2 Axes>"
- ]
- },
- "metadata": {
- "needs_background": "light"
- },
- "output_type": "display_data"
- }
- ],
- "source": [
- "# windFarmModel autogenerated by dropdown boxes\n",
- "t = time.time()\n",
- "wfm = PropagateDownwind(\n",
- " site,\n",
- " windTurbines,\n",
- " wake_deficitModel=NOJDeficit(\n",
- " k=0.1,\n",
- " use_effective_ws=False),\n",
- " rotorAvgModel=RotorCenter(),\n",
- " superpositionModel=MaxSum(),\n",
- " deflectionModel=None,\n",
- " turbulenceModel=None,\n",
- " groundModel=NoGround())\n",
- "sim_res = wfm(x,y)\n",
- "plt.figure(figsize=(12,8))\n",
- "sim_res.flow_map(wd=270).plot_wake_map()\n",
- "print (wfm)\n",
- "print (\"Computation time (AEP + flowmap):\", time.time()-t)\n",
- "plt.title('AEP: %.2fGWh'%(sim_res.aep().sum()))\n"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.8.2"
- },
- "toc": {
- "base_numbering": 1,
- "nav_menu": {},
- "number_sections": true,
- "sideBar": true,
- "skip_h1_title": false,
- "title_cell": "Table of Contents",
- "title_sidebar": "Contents",
- "toc_cell": false,
- "toc_position": {},
- "toc_section_display": true,
- "toc_window_display": true
- }
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Experiment: Combine Models\n",
+ "\n",
+ "In this notebook, you can combine the difference models of py_wake and see the effects in terms of AEP and a flow map"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Initialization"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Install PyWake if needed\n",
+ "try:\n",
+ " import py_wake\n",
+ "except ModuleNotFoundError:\n",
+ " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# import all available models\n",
+ "from py_wake.deficit_models import *\n",
+ "from py_wake.wind_farm_models import *\n",
+ "from py_wake.rotor_avg_models import *\n",
+ "from py_wake.superposition_models import *\n",
+ "from py_wake.deflection_models import *\n",
+ "from py_wake.turbulence_models import *\n",
+ "from py_wake.ground_models import *"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Setup site, wind turbines\n",
+ "from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n",
+ "site = IEA37Site(16)\n",
+ "windTurbines = IEA37_WindTurbines()\n",
+ "x,y = site.initial_position.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<style>.widget-label { min-width: 20ex !important; }</style>"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# prepare for the model combination tool\n",
+ "from py_wake.utils.model_utils import get_models, get_signature\n",
+ "from ipywidgets import interact\n",
+ "from IPython.display import HTML, display, Javascript\n",
+ "import time\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# Fix ipywidget label width\n",
+ "display(HTML('''<style>.widget-label { min-width: 20ex !important; }</style>'''))\n",
+ "\n",
+ "\n",
+ "def print_signature(windFarmModel, **kwargs):\n",
+ " s = \"\"\"# windFarmModel autogenerated by dropdown boxes\n",
+ "t = time.time()\n",
+ "wfm = %s\n",
+ "sim_res = wfm(x,y)\n",
+ "plt.figure(figsize=(12,8))\n",
+ "sim_res.flow_map(wd=270).plot_wake_map()\n",
+ "print (wfm)\n",
+ "print (\"Computation time (AEP + flowmap):\", time.time()-t)\n",
+ "plt.title('AEP: %%.2fGWh'%%(sim_res.aep().sum()))\n",
+ "\"\"\"% get_signature(windFarmModel, kwargs, 1)\n",
+ " \n",
+ " # Write windFarmModel code to cell starting \"# windFarmModel autogenerated by dropdown boxes\"\n",
+ " display(Javascript(\"\"\"\n",
+ "for (var cell of IPython.notebook.get_cells()) {\n",
+ " if (cell.get_text().startsWith(\"# windFarmModel autogenerated by dropdown boxes\")){\n",
+ " cell.set_text(`%s`);\n",
+ " cell.execute();\n",
+ " }\n",
+ "}\"\"\"%s))\n",
+ "\n",
+ "# setup list of models\n",
+ "models = {n:[(getattr(m,'__name__',m), m) for m in get_models(cls)] \n",
+ " for n,cls in [('windFarmModel', WindFarmModel),\n",
+ " ('wake_deficitModel', WakeDeficitModel),\n",
+ " ('rotorAvgModel', RotorAvgModel),\n",
+ " ('superpositionModel', SuperpositionModel),\n",
+ " ('blockage_deficitModel', BlockageDeficitModel),\n",
+ " ('deflectionModel',DeflectionModel),\n",
+ " ('turbulenceModel', TurbulenceModel),\n",
+ " ('groundModel', GroundModel)\n",
+ " ]}"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Combine and execute model\n",
+ "\n",
+ "Combine your model via the dropdown boxes below\n",
+ "Choosing a different model updates and executes the the code cell below which runs the wind farm model, prints the AEP and plots a flow map"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "f14bd6a0b7f5481abbf808f1d82f8a6c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "interactive(children=(Dropdown(description='windFarmModel', options=(('PropagateDownwind', <class 'py_wake.win…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "_ = interact(print_signature, **models)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "PropagateDownwind(EngineeringWindFarmModel, NOJDeficit-wake, RotorCenter-rotor-average, LinearSum-superposition)\n",
+ "Computation time (AEP + flowmap): 0.9950721263885498\n"
+ ]
},
- "nbformat": 4,
- "nbformat_minor": 4
-}
\ No newline at end of file
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'AEP: 355.83GWh')"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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3eGaiqafxdJZM1que5mKLmgg0qWXVzL4LnAQsM7MB4GzgJDN7ErlD+Q8BbwNw9zvN7PvAXUAGeJe7Z/M39Q5yMwv0A1fmTyIiIh2t3uH18qAZZasUFOlATQmr7v6aCpu/XqP8OcA5FbbfCBzdjDqJiIi0g/G0kqXIdGgFKxERkb2UiSJS6T0bdBQG6icqjXEHLWClsCoiIl2sVj/OiUykpS5F2oDCqoiIdJxao+ILxiamHp7X6PjWSWVKn+/cc93q6d6lEyisiojInFNvQFJ5MJLWG6vTNzeVjginZFPFEKlP7xIREWkrI6lM3TKZ/OF5df9svXQ2Kg4Sq9bynNbyqS0TqSuKwqqIiMyciUxUs9VT38szK3JnJJUhW6OhurRf7+R5dZmQmaKwKiIiTTE8niazhy1sgZpGW2r7yETDZRU+pV0prIqISEOrG+2oEXwUdJovXaG5M/48ZyJneKx+l4lAY5hkjlNYFRHpAvUGJO0cTU/ZNnUwjDRDYTqs8tck3sqcSkeMpjJ1W571I0G6gcKqiMgcV29A0ng6WzIARgGntTKR110oYPf45GumnhBSjdPYUY9Op7AqItLGRlKZ4sj3avvLKYy21o6Rqa3QMHm4fTRVeQCZXheRvaOwKiIySzbtGgdqh5hKh+/VB7F1Nu4crxsqC7MZhFXKadCYSHMprIqItMj6baNTtpUMkMkPoKkWbtQS11xjExFbdo1jFZ7XIIBsvqtEtf0iMjsUVkVE9tCusTSbd46XbCsPnJWCZmAQof5nzVToIbF55zjbx3KzFZS3eE65HEzdn9WCVyJtS2FVRLrOeGxZyEqhcv220SkDZMpb1qodApY9V+h3W6sl+c5NuwBI2OQLEQ+dCR16l07k1FywoVsorIrItK276y7O+dQnWLJ0Kc95zsmc/vJXzFpdas0FCnDflt0lQTMeeOLbKx0KnkseHVjPJz78fvZdspRD/uqxvOO9/zRrddm2O/eaVAujt27eQSL/ayARK1MoryAq0t0UVkVk2q7+2ZW8413v4fgTnsUrTn9xy8JqvT6gkTsPbhup2OLWbS2hD95/H8953qmc+Ya/4x/f9ZaW3c8DW0eqhn+AneNpHtk9WrIvoRAqIntAYVVEpu01r30dn/63T/KTH1/B9u3b9vp2bl2/E6jcwrljfIIdqVwLXSHslLe8xQ8Rd7ujnnAMF3zhs/zkRz/gpa88c69u4+HBUR4eHgGY0vIZmHHLpmGSYe5ysvCjILDitsLrUrgsIrI3FFZFZNqWL1/OeV/8MtlsljNe+bIp++94ZBfrtg9NhsogmBI41w+NkYgFnTCwKS1wCQ3JbtgPvnsx//DBj/O0Z57AO9/0Gl555uuL+yJ3vnPrANtHs4TBZNBMhrnnv3D5vsFxEqGRCILY61JaXkRaR4sC5Cisisi0vXnt1dxy2dfITozxxFNfwz9fdU8x1CRDYzgVlVyOt8bFW+KkOSJ3rho+iK99/Bx6Fiwm2dfPu35wG4nASOTXUB1PZ4uXg8CK5wvhVHOFinQ3M3sf8HfkMvPtwJvcfbyszEnAeUASGHT3E1tRF4VVEanpc5/+JD9OnEgQGGFo9PQkCAKjryecDDvzlnHM6z5aDDu7RtO5AFTWKifN8a0LPscXHzicMAxJ9CRIJBOEYUgQBiSTAYlEQDj/IFa/6uzi6zY8MkFYCKbhZGgVESlnZgcBfw8c6e5jZvZ94Azgm7Eyi4ELgFPdfb2ZLW9VffRpJSIiIiLlEkC/mSWAecCGsv1nApe6+3oAd9/SqooorIqIiIhIkbs/CvwHsB7YCOxy96vLih0O7Gtm15jZTWb2+vLbaRZ1AxARERFpS96qAVbLzOzG2OW17r62cMHM9gVeAhwC7AT+z8z+1t2/FbtOAjgWOBnoB64zs+vd/d5mV1ZhVURERKS7DLr7mhr7nws86O5bAczsUuCZQDysDuRvZwQYMbNrgWOApodVdQMQERERkbj1wNPNbJ7lJrs+GVhXVuZy4FlmljCzecBxFco0hVpWRURERKTI3W8wsx8ANwMZ4M/AWjN7e37/he6+zsyuAm4DIuAid7+jFfVRWBURERGREu5+NnB22eYLy8qcC5zb6roorIqIiIi0I4comu1KzD71WRURERGRtqWwKiIiIiJtS2FVRERERNqWwqqIiIiItC0NsBIRERFpQw6tWsFqTlHLqoiIiIi0LbWsikhdrzvxMSQC41u/Wz/bVZG8FzzvSBKhcfVv7pvtqoiItJTCqojU9dbjDgHgTU9dze/uGyQRGAChlf0fGHdtH+IPDwzNTkW7yCdPORyAjz/3MH5010YAkqEVX5tkaIT589+67lHS6ezsVFREZJoUVkWkpg9+tHQBkxMeu6xm+WNWLeb4g0cJ8gG2IMh3Oooi+P4djza1jt3mb9/5wZLLLz3ywJLL5c/9cw5ZzkPbRoDJHxbx85tHx/n+LZtaUVURmaYoUp9VhVURabpVS+fV3P/Wpz0GmBqq4q5Yt6Gpdep2q5fOL54vf95XLpnH45Ytiu2vfBsX3TTQkrqJiNSisCoiM25hX7Jumdc8aVXN/fdt3s3923c3q0pdb0Hf1K+DsGwI7vtOWF3zNn51/xa2jqSbWCsREYVVEZmjHrv/Ah67/4KaZYbH0zywZaTk0LfFzrs7WU0L0xSBGc997P51y23YMc76oZGS1t1ErCl3IquF0EWklMKqiHSshX1Jjlm1uGaZB7aMVDzsHcQ2Do9lmlyz7rVi3z5W7NtXvBxUePLv3zzZYh6W7Q/NGMtkGdWAMZGuobAqIl3t0OXz65bZtGscqN7HdufIRFPr1O3+qk6LOcDmnePF85UC745RvSYy9+UWBZjtWsw+hVURkToO2Kev5v4lC5KMpEpb+srz07Zhhadm2n9x7jWpNhisLxkSudccxLdtd6oVVZMa1MtD9obCqojINCWCgH36ay8IuLAvyXiFQ9eFMDWWzrJrVIOTmmWfefW/3vaZl2BsojQ9xQeV7RrNMDah7gZ7opGlQbV8qOwphVURkRnSlwyr7utJBCysMCI/LnJn0061BjZTf0/pj4x4S2zfPiGZOsdgU+moa7qBRO5EUWzOZIVOmSEKqyIibaLWIevC/pVL+muW2TKUqhoi6t2+TJWo1s+gsL83ZH5v7ddk867KPzDq3PSMymSdXA/JnFrvlajKofyg9sEFkb2msCoi0kGWL+qtW2YklWEiU73zYDqrFrNm2n+f0tekfIYDgMEG+jRX+hFS2FYvXGYqdBatNDCt0n3pR84scrVgg8KqiEjXmd+bYH6NTBu5M5KqPV1XJuv6Em2iZQt7Km5PZ6PiaPCxiWzxR0alAFn+A6SdWm5FpkNhVURESgRmDa0yVmnAWJwGJ9WXrdMnNr67vyekv6d6v2eo/5xnsl6xlVWknSmsiojIXqk1YAwaO3w81sGT+1dreY7y3SxaMX9mf09Yt0W1VhcQYMo0bCKzTWFVRERaoidRf8RNIqydrEZSmbacFL3eLAEAUZ0ytfqMtlK916XSj4zyumpVN5lJCqsiIjJr6rW+NtIdYSITkco0rzUwcs+Pju9O9X5AQP15bEdSWfVpbpJ6P3q6gcKqiIjMaT2JoNhamImiKVMrRe6k8/00I688Mr5RGhk/VaXnpN6cwVC/O4JIQVNmRTOzb5jZFjO7I7ZtiZn93Mz+kv9/39i+j5jZfWZ2j5mdEtt+rJndnt/3RTN9KoiISOMqzQEamNGbCOlNhPQnQxb2JSueArOKp0QYKKS2QCPdRESgSWEV+CZwatm2DwO/dPfDgF/mL2NmRwJnAEflr3OBmRV66X8FOAs4LH8qv00REelS4+lsyWkiE005TUduSq+pp/5kyPzeBD2JgCAwEmH1k4g0X1O6Abj7tWa2umzzS4CT8uf/B7gG+FB++/fcPQU8aGb3AU8zs4eARe5+HYCZXQy8FLiyGXUUEZHZU6//4lw4JNybqD37AUAy9JrTUWUiVx9EaZjjZNX3t6V9Vvd3940A7r7RzJbntx8EXB8rN5Dfls6fL98uIiJtLFNt/c28KOqeVXgCM4IaLazJsP5zkY28odkGRLrFbAywqvRX7DW2T70Bs7PIdRdg1apVzauZiIiUqDcyvltCaDNVnhpq8nwiNJJ1Gpo7eX5akXKtDKubzezAfKvqgcCW/PYB4OBYuZXAhvz2lRW2T+Hua4G1AGvWrNEnpYjIXpjIRA218sVVWtdemi+oM6KkP7YgQ7WyWkFMOkUrw+oVwBuAz+T/vzy2/Ttm9nlgBbmBVH9096yZDZvZ04EbgNcD/9XC+omIdLSRlCZu71T1wixQd2lWyC2/mq4wlVeh9Vct59IOmhJWzey75AZTLTOzAeBsciH1+2b2FmA98EoAd7/TzL4P3AVkgHe5e+Hn3zvIzSzQT25glQZXiYiUyUTRlFYzTa0keyM3i0H1UBtFVAyzMkO88nRs3aZZswG8psquk6uUPwc4p8L2G4Gjm1EnEZF2Va+1amxCq/9IewgC6G2gGbfeil+1ZkgQqUcrWImINFFhBaVq3+8jqVyLqLp+SiepN8esWv5lOhRWRUQaNN7ACOzUHJgvVGSmNdLHVqQahVURkbzh8XTxfHlLUPkUToGaRkVEZoTCqoh0vIlMxEgqUzNgTl1VSH3sRGR2OeCz0H/dzB4HXBLbdCjwL+5+Xlm5k4DzgCQw6O4ntqI+CqsiMuftGkuTSucOv4c1DjdGVQaBqD+diMgkd78HeBKAmYXAo8Bl8TJmthi4ADjV3dfHViptOoVVEZlV9Ua9bxlKlVyuFyyzUe3AKiIie+Rk4H53f7hs+5nApe6+HsDdt0y5ZpMorIpIy0zUGWyUzkbsGqveT1RERGbdGcB3K2w/HEia2TXAQuB8d7+4FRVQWBWRvRYfkFRubCKqGFY1Klik82WyXne5112jaY5YMX+GajR3ZVvTZ3WZmd0Yu7w2v5R9CTPrAV4MfKTCbSSAY8m1vPYD15nZ9e5+b7Mrq7AqIlOMpDI1p2kKzNg1mq46YEktpCKdbXB4oub+3eOTS/1W+zzQhBqzatDd1zRQ7gXAze6+ucK+gfztjAAjZnYtcAygsCoi0zewfazkcnlr5/hEpbXCW1kjEWkX6wfHqv69B4ERRc5YOktYIYRqSreO8xoqdwEAuBz4kpklgB7gOOALraiEwqpIh7l343DxfPkXR2BG5F4yTVOlLxe1jIp0ppFUloFt1X+sRlFuqiQr+wxQ953uY2bzgOcBb4ttezuAu1/o7uvM7CrgNiACLnL3O1pRF4VV6XoPPvAAn/3MOQzt2sV3LvkBl3z3O/zmN79mIpXi/C99hfnz26dP1ZahFAPbRwEIYyGzvIWj+EWT9SlfMpVaQ0Sksj/8/rf83/e+QyaT4Z6713H1r383q/WJaoxZHNg+xoahXBBNVPl8KDlfKBNN3Sfi7qPA0rJtF5ZdPhc4t9V1UViVrnfIoYdy4dqvc+arXwHAFZdfxre/93/89Cc/5vLLLuXMv31d0+5rJDXZjyssa9G8Z+MwO8fTxe2Vvmz0ZSIys555/LN45vHP4sdX/IinHNtIF7+9MzwW6+NZ5VD6Hx4cLB71KHw+JGzy12j5Z4rMfQ5kpyxY0n0UVkXKFFolV616DHfecXtD19m0a7zkcqXD6Dc8so1EfnutLxwRaT8/+P53+eIFX9vr69f7jPjt+q3Fz4fi50L+sEhCP1KlyymsilTxyCPrOeiglQDcOTBUPJweb90sDDb4/cA2AJKhTbaMxr54EurwJTJnPfLIehYt2odFixZV3H/HwC5gsmUz/hlhZmwaGeOurbuL+5OhFQNpMrSS63aLTLb2HMwicQqr0vW+8/s7+N6XPsvtf7qRsz7wUR6z5iRe/rdvIDU+znv++bN89td/IZ314pdKMjSSgVX84hGRzvKXTbv513PP4+gTXsjldz46pdXzF3/ZQSLM/SDN/VjNXS8ZWO6zovC50SWfEVHkxfmVqw3SylZZ9likGoVV6Wif+/QnefTIV0z5Mil8kdzx6DCJwNj/pR/goJf/E4kgYHdgrD78JBJBwG83pYrlRaSznPe5T7Fu9YtJhAF9ybDYV7QvGRZD5rpHd5F46mu5m4B7b9+aO1ISBsXPlG6ZqimKIBNFTORbRMv7zxd+vMf7V05pLY7U7172jsKqdLxb7xskDI0wDEgmw9yXTNmXk4h0pzv+MkgYBvT05D4PwtDo6UkQBFb8rOgW28YmJ/ovD5rlR4+y7iXBM5t1BdFWcG/VClZzisKqiIhIB8hGXgyZmciLATPrztaxFMCUQZ5QGkQLgz0LLaSVbk9kpimsioiItKFMflLVwqRWiSAAdxJmTGSdwIwMWSaiiN3pXKnyGQWK1xOZwxRWRUREZslYOioZwJkIJgdlAQyNZ0taTOPl4pe7bTYB6S4KqyIiIi2wZXe6OLATKBmsWdg2nIqmzCAQ36/BnSIKqyIiInssk3W2D+eXNg1zswLEZwoAGJ/IVpw5oHAZKGlFFSnnoAFWKKyKiIiQzUYEQQjA2FiaXbvGSSQCwjAgDI1kMizOKhKGAdlsRFgIqflZAwphtRBcRaQ5FFZFRKSrDI+nGR7LDUh65IFNJJIJwjAk0ZP73wIjDEOinpAgiEgkcq2gURTkpmgKc0FVRGaGwqqIiMwZ8Unns0w9PLp1KEUmViaoMvdnvOHTI4cQomxEGIbNq6yINIXCqoiItIWxiWzxfKUFO6LI2bRrvOLk81rgQzqRQ8mPr26lsCoiIjNi52i64vbAjEwUsWP31P2aIlREFFZFRGRa0tmIbcMTU7bHWzuHRtNTRjWXt5CalusUkQoUVkVEpKaNO8dJpaOSbfEWz13jpS2i8RBacl6H6kVkLyisiojMsCt/fDm/vPpKBrdu4c1vfQcnnfy8WavLjQ/vKJ4PS5bonDw/ks5Mbs+vHV+trIhIsymsSsfbZ1Evu0emHqIUmS0vOO0lvOhvXsLOHTv4xD9/qGVhdXg8w5X3biIZWjFcxteOz0ReDJqFSeoL++Oj6Ds5jC7adxEjQyOzXQ2Ryrx0BoxupbAqHe/ys57Oh35yd/4Le3JJw2RoJIPJL/HbN+ye5ZpKt/nCuf/Om9/6jqr7R1LZksvxALlu0xC/Xb+jZHnOwtKcYWzZzkRgpLOxL7vC4fvSo/pd6+qPPReAs77756qT/AM89Oiu2aymSFdTWJWu8NkXPb5umTsHhhgYHp1sabJgsjUqMH7z8PaW1lG6x6PbR/niv5/N0054DktWPZ6B7bllO+P9O7/w+wcrLtFZ+NEFWje+mda+5snF85WmwfrxPZvYvDtdfM4LP3hh8nX43V/0GSHSCgqr0tE++NGzGy571MpFHMWiqvuffuhS7t04DEz9Miu0eG0YGuOR3aN7UVPpJFffu6ni4fXC++Qf/+UzbLnpKn5558MsvvI6Dj3p5VXXl5fWedVbP9Bw2dMedwBQfZEBgNOPXMGfN+b6AJd3p0gExnWP7GJrhem5RKQ2hVWRPXD4gQtr7j90+Xy2DKVKtsVXZcxGcNOAWl862Ve/8Gm+uWMNQRiQTAbF9eV7ekKCwAhDY8WzXsFj/vrVxcPN0jmefOC+VeeGPWL/RWwt/3woC787U2l+/8gOOslENtfnJDSruOqYSD0KqyJNtnxRb839zzlsed3biI/QFpHOsV/s86FSK+0yelm5T3/N2/j5A1uaXq/pSGUnO0CXDMYr6xedda+4+phU5zgZVwdzhVWRGdaXrL/2+AmPXVZz//pto+zQDAciHamvZ+pnRDzYvuSIFXVv4/aNOxmamH6Xg5Jpy8q6PxWmMaulk2eSkJmjsCoyB61aOo9VS+fVLDOSyrBx53jxcnkrTmAwkdEvdpFOdMT+i4hq/HnvGk2zPj9lV/xjIEO2GDALh+8Lnx2FNeoL+zMeNRRYRaZLYVWkQ83vTfDY/RfULbdh51jF7YEZkTvjEwq0Iu0mii1dW6k7Qa2gCrDPvCRPmLe4av/agvXbRyseug/NyLozms5WuJZIcymsinS5FYtr94/btjs3IKTWKOjh8UzVfSKyZ+JBtNq2TLb6QKVaf6t7atWS0iM45be9bbhyd6Ray/FK45zJFu1uprAqIjUtXVB7wBhAf09IOhtV/ZLcMaIvK5GCQtCs1p0zk63cLFpp/tfZtnRhT90yvYmQyL2pIVq6i8KqiExbXzKsOXBsfm+ibv/YkVSGlPrQyhwWuRNFDjWOjJc2ksUP5besWrNuXm+ooCrTorAqIjOiJ1G7c1xPoqfi4c+CyJ3BKoccRWZCrR9chT7etSiwiewdhVURaRu1vswDMw7Yp6/ubRT62IrsiZFUrjm02oCjwoCiwvlyEd6Wh+lFOoHCqoh0lHp9bEdSmboDFiINaJhzoqhyWCwcmh/Lj1qvFDQtti0+ij4eXLN1Wk1FWqVei303UFgVka4yv7f+x14mikilqx/y1fy0M6fSFEy5Vszc+WzWGctkK0+vpJZOkY6gsCoiUiYRBCR6q/exnd8L4zXml+ztS6h1tgET2ajiEpzxkDk8kZsWrXwlJC3bKdI9FFZFRPZCrdkPFi6Mrf8eGD09IWEYEARGIrTidWsF3k4QnzA+HkALwTO+lCeULt+pVlERKVBYFRFpskLfyUJI7UkGJMKARGAkCqE1MOb1JnLbQyMRTIbZRBCQDHO3MVsLLtSbF3Pr2DiJWKfORL5s/DoT+WP4idi2+H6tGy8ijVBYFRFpsp+853j+/MhO/vWnd1ctUy+khgEkA6NvQZJkaLlTUNhnk2E2lSVdYzWjvTGezbIzH5IL91O4X4BsvotDGEwNo4UAmqi3jqeI1OUOmVkaYGVmi4GLgKPJTQr8Zne/rqzMScB5QBIYdPcTW1EXhVURkSab35vghMcu4+q/P6Fmuff+6M6SkFoIqIWAmAyNdNarBtVEYCxfkCxuBxjcXXu1sI1DE4xORMXbL/k/mBpMM9HkfRXqIiJd4XzgKnd/hZn1ACVr7+bD7AXAqe6+3syWt6oiCqsiIk30wY+e3XDZ8196VN0yP1u3ie2pCbKRsyUWRJOhFafgSoZWbO0cHM0UQ2ehRRYmg2hfIqAvkQvH8cPwu/PzjIZBaYDVoXqR7mNmi4BnA28EcPcJoHxVljOBS919fb7MllbVR2FVRKRNZCrM03TMisUVyxb6fm4dSnHXtl1ALlg+6cD5xUPwhcPz6wZHSq5b3jqaDI195yWKQbXSYX2A8Wz1w/65+msGBJEOcSiwFfhvMzsGuAl4r7vHP0wOB5Jmdg2wEDjf3S9uRWVaHlbN7CFgmNxqyRl3X2NmS4BLgNXAQ8Cr3H1HvvxHgLfky/+9u/+s1XUUEWm1eiP/U5mIkVSun+ieLMu536JeTlxU+ehbmO82+rRVS3hg6+R3TPm0T6OZLA8NlQbacokgYEEQ1BwslYm8OIF5tYFUCrQibWGZmd0Yu7zW3dfGLieApwDvcfcbzOx84MPAx8vKHAucDPQD15nZ9e5+b7MrO1Mtq89x98HY5Q8Dv3T3z5jZh/OXP2RmRwJnAEcBK4BfmNnh7t7Z87uIyJw2kYmKKyRVMpLKTJncfqbHHx263/ya+5fPL51uK66w7v26waGat5EIjISVTulVacqqeGAt72aQibzYpUGk2zle8YhLEwy6+5oa+weAAXe/IX/5B+SyWnmZwXxr64iZXQscA8zZsFruJcBJ+fP/A1wDfCi//XvungIeNLP7gKcB11W4DRGRltu2O0W2zndFtVbTPWkhnW1LF/bUre+Tk/vWDNl/2bK7oftKBDZ1IYD85Z4Kt19pztWJei+KiOw1d99kZo+Y2ePc/R5yrad3lRW7HPiSmSWAHuA44AutqM9MhFUHrjYzB76ab2be3903Arj7xtgIsoOA62PXHchvExFpifXbRqdsK5krtGxp1UrjjSqtSd+J5vdOXQgh/tifdPDiuit3bR1KsX2sfJzGVOUBtTzc9idCrEK4LoTpsQkdkBOZpvcA387PBPAA8CYzezuAu1/o7uvM7CrgNiACLnL3O1pRkZkIq8e7+4Z8IP25mVWfeBAqfeJP+eQzs7OAswBWrVrVnFqKSEcZT2d5cGtpP8xaS3RWCpxzqWW0XdQL7vsv7mP/xX2T5cuKT2QiNu4YL16uFEjdvWZQBejvyQXraq95EBipdOXWWU0RKwLufgtQ3lXgwrIy5wLntrouLQ+r7r4h//8WM7uM3GH9zWZ2YL5V9UCgMN3BAHBw7OorgQ0VbnMtsBZgzZo16twk0gR3r1vHl790PtsGBznpr0/mrLe9Y1brU6+f1sC2MbaPTJS0wJUHk3igCQLIxibX1try7aknEfCY/ebVLbd5V6p4vtKPilSmestqIVD3Jqem0vhtRe5VW4oLt1GvJVlkOhwNSoQWh1Uzmw8E7j6cP/984F+BK4A3AJ/J/395/ipXAN8xs8+TG2B1GPDHVtZRRHIef8QR/NeXLySKIt759re29L52jVWeuL6QO29ev3NyGqUKYVRBU/bfp7fi9kLY3DGSrrtkbL0ZGgIzgrCwjGzVQmSi2vcTzdIKRCKdotUtq/sDl+VbNxLAd9z9KjP7E/B9M3sLsB54JYC732lm3yfXiTcDvEszAYjMnB//vyv4z3M/w9vf8e69vo1CH9DyL+/4odVbN+wsKVNcotN0/FWaY9/5ybplJjIhqXyf5EphczSVoZFGrZ5E7fdtpYME5d0l1EIrUl1Lw6q7P0BuGoPy7dvIjSyrdJ1zgHNaWS8Rqey0v3kxp/3Nizn9JS/i1a85c8r+mx/aUWzxjLduFg63j6Yz3DE4lF86tHSC+URgUyarF5lNPYmgZtCc3xtOGWBXLpWJ6pYJAqvb/zmos4xtRrMfSBfTClYiAsB3f3Ql3/6/75PNTLDq6Gfwf7c+UhIwb3x0eMoynsnASpbn1NKc0mmqhdnC+76/JyRdJ0juGKnc7aVcrYFdPQ2M+ooidTmQzqSwKtIFPvfpT3L7qr8hERh9PSGJICAIjEQ4GUa3jB7AgS/+h+K23z04VDyfaymd5Qch0qaSdf44li+q3L82bvtI/em8Cqq10gYhVJ5UZ3Jhh0xWYXYucYeMfoAorIp0i4c3DJFMBoRhQDIZ5oJoGJAIjJ5kqFZRkVm0ZH5Pzf1jE9li/1qoHFgrtarGywVm9CTq/52Xz8ShKdxktimsioiItLn+nrA4d2y5QphMZ6Oaq6mlG2xVTQRBzSMp2bLuBo0GZ5G9pbAqIiLSAZJhULdLwlid6bqAqoslFIQBhFW6GxTLYFOWKY5XTePFZE8orIqIiHSJ/mTl1tm4RnoE1ZoBodDSGtS4qyBU66s0TmFVREREinoT9QNtMgzIxuaGDcsS7thE/RZc9YVtTFZz8CqsioiIyJ6Jr+5VyfzeRN0VxGotiSsSp8loREREpOnqtZw20oIrAgqrIiIiItLGFFZFREREpG2pz6qIiIi0RL2laNVmVps7Dc+P28kUVkVERGSKRqaW0kh1mQkKqyIiIl0onY2mTDlVoBAq7URhVUREpINE7g2HTYVSmQsUVkVEROaQ+v1Aq9NE/HOL42T0g0JhVaRbPGbFIjZs3T3b1RCRGqYTREXajZm9v4FiI+7+1VoFFFZFusT//u1T+Py195HM91ELAyMZGon8/wC/+cvOWayhyNzWyCH1Sq1kVbqNinSCfwK+AtR6l78dUFgVkZz3P/uxNff/9aHLWb99FIAwdrgwNCsOxPh/925pXQVF2lhhdHxgNiWY6lCtSEX/6+7/WquAmc2vdyMKqyJd4IMfPbuhcisW97NicX/NMsesWsxDW0cACMqahAIztu1Ocfvgrr2rqMgsaGSKpngWbaS8iIC7f7AZZRRWRWSPrd6v+g/hlUv6a+4v+MODg82skkhV9Vo9owZaRct/mInMhE5ZFMDM3gv8NzAMXAQ8Gfiwu1/dyPUVVkWk6fbpT9Yt87zH719z/58f3klKg02kjsyUL/K5/8Uu0oHe7O7nm9kpwH7Am8iFV4VVEWlfiaD2MotPPWRJ3dsY2D7GzpEJAKxsSp4ggEhZd07LZH3ah9w1VZNIWyj8Ib4Q+G93v9XKP7RrUFgVkTlr5ZJ+Vi6p3sc2E0WsHxyrONq6cFh3IhM1dBhYmiuVbvyXRKjl40XmupvM7GrgEOAjZrYQaPhDQGFVRDpWIgg4dHn9/rObdo1P2RZvkds9nmlqvea6+Kj4akE/lZn6PaRWTpHuYmYJd88AbwGeBDzg7qNmtpRcV4CGKKyKSNc7YJ++mvt7k/Wb9naNpptVnVlXaUBHoXUzG+VarAsUQEVax5nzS+Jeb2YDwFXAVe6+E8DdtwHbGr0RhVURkToaGTA2vzesMNhn0s7RdM39M6X2yOJcH9EoyvX5javQUCoiUpO7rzGzxwAvAM4zs4OA3wFXAr9x91Qjt6OwKiLSBIkgIFGjAfaAfcKSFslKxiayDE+jy0EmiioOKisEz0JYVmuotFrkXvfHWa47iWJIp3P3h4ELgQvNLAk8CzgV+Dcz2+ruL6p3G3qXiIjMkHozIPQmIOivHiQjd7YN52Y/qDTvZ6H/aPm+KLunNRWpbiIT1Z2lIRtpYJxM5e5p4Ff5E/mW1roUVkVE2sBIqn6LamDGfot6i0vfVjOYD7Qie2MkpV837cKB9NzuswqAmZ0GfApYDYTkprJyd1/UyPUVVkVEWigTRXs0TVMzLFvYU3P/2ES24mh9mOwiUK/Lgsw9kTf2o6hA3UWkic4DXgbc7r7nkycrrIqI1FDvcOfYRLZkKqe5oL8npL8nrFkmGznj6eotbIFZ1cArrVGtD2ih20cqHVX8kTFX3pfS0R4B7tiboAoKqyLSxRoZ8NStwsCY31v7K6K/J6wbWLv5OdwTE3Wfx9z+Ot2eRdrVB4GfmtlvgOIMAO7++UaurLAqIh2pWqtgoZUpciedVcvgdARm9Cdrt9DGu9dWa+Hr9D6StQJ7YNbQyHmROe4cYDfQB9Tup1SBwqqIzEm1+t5F7jQyJqHOOCVpgt5E7TALsKjGDAiwZ/0sZ8PwWGn94q2fUVS/KwnoUL1U5l5vbuQ5Y4m7P39vr6ywKiJtZSITMVazr2RsvlClzY5QL6gt7Ku/KEMqk617KH1PpbPOaIWgHH/fVVxuNlu5bDfbMZJb4a38tV65b+9sVEcaYGYPAcPk3tEZd19TocxJ5AZPJYFBdz+xys39wsye7+5X701dFFZFZEbtGJmY0tK0J61KOnAvlfQmwpJW3OHx+svf7hpNk4kmB8c1+r6Miosr7G1tO0fkzo6RylOlhRWevwj90JxjnuPug5V2mNli4ALgVHdfb2bLa9zOu4APmlkKSKOpq0SkVeodzozP76kJwaWV6s/SUGFUfNl7sicZTOk8N1FnmrEOmPKyRCbrVQdtjU9k2T2ewWr8mNSAr652JnCpu68HcPct1Qq6+8Lp3JHCqogA9Ucjp7MRw+MZ9a2Tlit0A6nW+BZ5rlU0rlnvy746U3plsk7kXvP+Mm0ycK9W8A4CY2g0TTYW+iu1hErHWmZmN8Yur3X3tWVlHLjazBz4aoX9hwNJM7sGWAic7+4XxwuY2QHuvqlWRRopo7Aq0gUi95ojkkdS2eI0Tgqj0mq1DtGnMlHVkNUOh44ToZE7gln9byURTu1SUBCYNaVv7e6xyoPOCs/RjtHYUY4K9ay3Cpq0B3dv1QCrwUp9UMsc7+4b8of3f25md7v7tbH9CeBY4GSgH7jOzK5393tjZX4KPKXO/dQto7AqMscNj6frTntTPjWQDt1JK4ykMhUHx8VD3e7xzJRtpWVbU7eZFJjV/NGXCK3m3+y23cVpKKu2du5M5QJ/ouwJU+uoNIu7b8j/v8XMLgOeBsTD6gC50DsCjJjZtcAxQDysHmNmQzXuxoBa+wGFVZG2t2HnWM0vvmqtNGohlWbbsGMcqB4oK70X26E1tJ1kooitQ6mK+0IzJrJRyaH5wvZy8xIho5nOnp9WZo+ZzQcCdx/On38+8K9lxS4HvmRmCXJzpx4HfCFewN3rz13XAIVVkVkSufPQ1lGg8pd/EBhRNDlfaLXvfIUBaYb7N48Uz1dreY8v+FWpTLe36m3bnWLbaOnI+HjLZ2hGKt+ftV6LaCOH7hf2JCqWiw+ISinQyt7ZH7gs/15KAN9x96vM7O0A7n6hu68zs6uA28hN1HKRu9/RisoorIq0yJahVLEFpfyLvfwLplLgDDps1LG0TrbOEPUdI2kGdo6WvO+mhKN4qPLaAaiT1Zpl4NYNO8nk9ydiz0f8KEY8hCYsKHltmt1PtJEfB4XpvGr9AKm0XHszXu/yFmKA3akMf9q4s3j5CSsXTPt+pPnc/QFyh/TLt19Ydvlc4NxW10dhVdrCgw88wGc/cw5Du3bxnUt+wBfP+zzf/c63uOgbF3PU0UfPeH2qLdVZcP/mEVKZbOkXfOzDvVu+2DvRyMgIH37/e0j29PDME57NK1595mxXqeb7cWD7GINjKRI2mUbi78vyFryZMrD+QS76r/9g9+4hPv/Vb81KHeIqPYfxpXevf3QbMPncJaoF0Bns8B1FEV8779OM7h7m8Uc/idNe0fz3YjI2YKxc4Ud0OhsVW9WHJ3J9Zau1BN+6dReP7prI3y6T/8c/K3U0qGEOpDttvrS9oLAqbeGQQw/lwrVf58xXvwKAv/+H9zM0VLfP9V6JD14oV5gYfN2mYWDyS6pWi5R0lp9ecRmnvfRlnPKC03jrG89saViN912s1p3j1k07gcotebMVRBuxctUhfOLcL/OBd7yu5fe1eWi8Zkvx4FiKu7buLtleCFGJssvt5Le/+CmDmzeyaJ/F7HfAipbe15aRFKlsLtDHf/gAZDyXVH/94E7CYDJ4xp+zdNaLl+f15K6fbOP3p8wMM1tSa7+7b2/kdhRWpeM8sCXW967sszITOX/ZNpzfV/plVfiA1q/+7rZhw6MccVSuNT8Mpjc24L7Nu4vnC2Gq0Oru7vxp047iF3x5i17xfdnlUzdsH5ng0ZGx4uXC81P4+/3DI7soTGtaKUhVatmbK9Y/eB9HPfmpvPSMN/LP73kDx51w0l7f1vWP5jJBPGDGP+uuvW9n8b1W+OGUCK24rVaYT4aWOwWl7+Vq12vnH1nSdDeRayA2YBWwI39+MbAeOKSRG1FYlTlj2+4U6zYNT2ntLP4fGLcP7iqeh9wXW/mXfkIto1LDihUHseHRRzn6iU8iiqrPh/mLv2ye8p6K/wB6YOco20czFb/Ek6HpCxv4vzs3FOeQLAQeyAXLwnP1p4d2kQiDkuAUBJaf7zT3d92OraLNsPyAFSSSSQCCCj+cCn1CL7pxoOpzEgawczTDwLaRyc/CMMiVj11OtPg5rNSCrYaBzufuhwCY2YXAFe7+0/zlFwDPbfR2FFalLWzbto03vPsfuPWGP/Gqd/8T++53ANf+8FKuvu5G/uYtf8/qw47gnq1jJa0l8S+0wpd/p35pycx54YtP541nncW5/30JBx35NP7j2gdI5t9bhffXX7aMkgiCYkAoDweVDpN2m507tvHad72P7ffcyKve8yEOe8Ebp4SkRwdHCMPY8xgGJAIrloPObYXLRF73sZ34/NN43wfey5e/92Pm77+af/rRHSXPF8DmLSOEoRW3h4X3YRhMeW5lbmqTBdGm66nu/vbCBXe/0sw+1eiVFVal5T736U/y+2WnFL+IepJh8Qsp3lpy4Es/wMEv/6diCHjhU15AIgjYFRp3bB6dk4fxpL189Quf5tLoBMLQSCbD4pd8MhmWhKXwue9j/9AgDLj70aHiexZmphWq3f3k4i9w/n2HYYGR7EkShAGJZIIwDAnCgDA00hNZeo87i5XPfBthT8jDjw5NCVVhFweoP3z/y5x/32GMDQ1DmCCRTEx5HoMwILPyVQRhQLonycMPbS95joPA6O3V17jMCYNm9s/At8h1C/hbYFujV9a7XGbErqEUYWj09CQIggyJ0OhLhiUtLfrlLzNhaNc4yZ6w+EU/GViDktYoqW1saJgg2cPE+ATJnmTF4Cq1jd1/B/T2Q7KPTJiAnnlMVAiuIh3gNcDZwGXkwuq1+W0NUVgVERERkZbJj/p/r5ktcPfdda9QRk1ZIiIiItIyZvZMM7sLuCt/+Rgzu6DR66tlVURERKQNuVOcMWOO+wJwCnAFgLvfambPbvTKbdeyamanmtk9ZnafmX14tusjIiIiItPj7o+Ubaq9VGRMW4VVMwuBLwMvAI4EXmNmR85urURERERkGh4xs2cCbmY9ZvYBYF2jV26rsAo8DbjP3R9w9wnge8BLZrlOIiIiIrL33g68CzgIGACelL/ckHbrs3oQEG8mHgCOKy9kZmcBZwGsWrVqZmomIiIiInvM3QeB1+7t9dutZbXS5IZTeha7+1p3X+Pua/bbb78ZqJaIiIjIzHIgE0VNP800MzvczH5pZnfkLz8xv0hAQ9otrA4AB8curwQ2zFJdRERERGT6vgZ8BEgDuPttwBmNXrndwuqfgMPM7BAz6yH3QK6Y5TqJiIiIyN6b5+5/LNuWafTKbdVn1d0zZvZu4GdACHzD3e+c5WqJiIiIyN4bNLO/It+108xeAWxs9MptFVYB3P2nwE9nux4iIiIi0hTvAtYCjzezR4EH2YMBV20XVkVEREQE3J1MB6xg5e4PAM81s/lA4O7De3L9duuzKiIiIiIdxMyWmtkXgd8C15jZ+Wa2tNHrq2VVZsQbTnwMyTA3M1kYGAkzEkHuciLI/Wa64o6ts1Y/6R7vPv0INu9OkwyMZJg/BZPvzWRo/OjmTbNcy/b3rOcfQyIMSARGIgwIAiueT4TG+q0jPPzwztmuZlt70VtfwSObhglDIwwDwsLzGOaeR4Ab//jQ7FZSpDm+B1wLvDx/+bXAJcBzG7mywqrMiDc9dXXdMsccsJgdIxOElgsOlv8/n2X54V0KEDJ9r33y5Ox4QaWZnYHnHbqc+7fvBiBhuTdgWPxxZVy2biujqYYHsnakz5w2dSXswt9uwY//srnkhwBAMpz8ofrd6wZaXMv29q5nPqZ4vvy5K14++TAuuXMzkHvu8hm2+GPrjw/sYNOW3TNSX5FpWOLun4pd/jcze2mjVzb3ud0XYs2aNX7jjTfOdjUqGkvPdg06z4adYwAENjVlBGY8vG2Ee3YMTwaLCi24iUIItsnwkdteGkri++JfJCXng8rbrax+QVmHm/IvpqBCaip/jNWCVaXrVrp+rfo0er1G9heEe9DJqNHbnHK9ak9Kw/e799fduGO8aj0CM7bsHuc3D2+f0nILpYEtfsQBJt+f1d63hduPl8ntn3zCK72Hofr7uPw65fug/nu62vVqvT83DI0xks5M+RuM1+frf3yk2FpbeC4KrY+5xxfEnkOKz3VhW/H/Cq9B7vq1X4d4mcL9le8PqpW10iep2usCNcJqlevH3bV9aMr7Jl7XXak0l/158+TzHGsJL1wuf35z2ye37c1zHN9X/jwXyr35qe27CqWZ3eTua2azDvv91VH+kk9f0vTb/foZT5jRx2Zm/wHcCHw/v+kVwFHufnYj11fLqswpKxb319y/fFEvR65YVLxc/uGeykT84cHBltRNusuB+/ZN2RYPLfvv08vqpfNrBvGf3NPwzC0dacWiqX/P5Xns7OcdzkgqO7m/LCTfvW2Imx4daUX12l4h0D5h6T4l28t/WAA89jkLagbir934SPlVmioTOemsM5YuDazSNd4GvB/4X3KrlQbAiJm9H3B3X1Trygqr0nHm91Z/W/clQ15w5IF1b+N39ynQyvQt7Kv9EfuqJ66sexvXP7SN0Uy2brlONr83BCq30h67YgnHrliS21/lh8HweJpfPNDdfeL36UtW3F4IrO87/pAp+wrPdzobkc06Vz+4lV3jU9+L6awzmo4qtriO53vLJKu0Ckt3cPeF07m+wqpIBSc8dlnN/Rt2jrFrtLSfR3mrRboDphuR2ff01VMHzMaPGGwZSrF5aLJLQqXD+2NdEHZrtWAv7Ety+pEranZ/ueGRbUDtw/yjme7tp2xmnHLo8inby5/TDcNj3LV1d9XuFrtTnf9elKnM7HjgFncfMbO/BZ4CnOfu6xu5vsKqyF5Ysbi/bpeE8XSWLUOp4uXyL9PxdJYoUqCV6Vm+qJfli3prlklnIwa2j1XtU5rORkxkolZVcU447uDcj4JaoXfDjjEmosnnqfz53D4+0ZrKNUFU9vIWQuZYejI8Vnp/QOVuBdWsWNjPioX9NW/vzsFdDd+edIyvAMeY2THAB4Gvk+sScGIjV1ZYFWmRvmTIqqXzapaJh9lKA5KyEewe797WHGmOZBhwyH7za5aJvxcLyoNb+dGEbrNi39IfqOXPz4GZ/orPUbz1cdto8wLtRDaXQKcMvHIvBsWxTHaPBmvNhKOW7TPtwZHdwh0y5b805qaMu7uZvQQ4392/bmZvaPTKCqsis6heixhAf0/tYfU7Rro7QEhzNPJe7EnUfi/uHGnflsWZ0JMI2K/O87h0QS87RybI5mfiKQ+SWXd2pzJk3YtlCkIvGzCajXKH12NZplprpsgsGzazjwB/CzzbzEKgckfqChRWRdrcwioDIwrm9ybqLsc3uDs15TCgyJ5a1F/6lVHesrh4XrLksHIlu0bTXd/lYEH/1L/Z+HOZrHCYpfy53jA01prKibTGq4Ezgbe4+yYzWwWc2+iVFVZF5rjAjJ5E7daUFYv7iWrMqTySyjCs7gbSBP3JsPb+fULS2ephdSITzfnuBpkoqvnjsNbfIuS6EFVT6FKwat+pXYzigXbL0PiUllmR2eLum4DPxy6vBy5u9PoKqyJdot5o6XotuJkoYvvuuR0ipD1UajmM76s1/Rzkwl6hj+3eLiixt8YnqrccF/phxgdOtqpvZqLOXKUHLJ6cB7jac7R7PMNIfiU2dR+QdqawKiINSQRB3X6NO6r0WYx/YWdqtKqJNCIw44B9pi7KELd9ZKKkBTOKJkfE15rCKj6gsf5qbqWX59rsHgv6EiyoMRdw5F7Syl0p0Kr1trUc6nbz6gYKqyLSNPvO76lbZiSVqXkYVB/Msrfi76vc/J5WM3COpbNT3m/xQWTd/l5MBAFLF9QfeFdrxpLAIHL9SJXpUVgVkRnVyCHeegNwUplozrViyfTU6ucKub6u9fqClutPhnXHI9cbMJbJete/F6u1zsZ7e4xUWAxgprtwyMwzs9vJNRBX5O5PbOR2FFZFpK0EZjUHmEBuAEoh0FY6pBtF9UOGtI9UnRW2ZnP2gMKAsVp9T1Pp2vUb13uxuGSudJ3T8v+/K////+b/fy0w2uiNKKyKyJxUc87PoP4AFKA4uERap5HnuN7SxDXGY7WF3mTtCoZB/VbESi2PIu4+p7tQuPvDkFtu1d2Pj+36sJn9HvjXRm5HYVVEOlIjhxjrzYBQr39tt0tno5KQVR4qs1FpP9JuPeybqJO2A4OF/bW/jscmpvavFWml/MT9NwKPuvtpFfafBJxHrjPNoLvXWjp1vpmd4O6/y1/3mUDtZfViFFZFRKqo178Wcoeo6/WnnIvGJrIlXSkqBc3IvWR7pMbBvVZvhqtGDqNnsk6qyxdckKZ6L7AOWFS+w8wWAxcAp7r7ejNbXue23gJ8w8z2yV/eCby50YoorIqITENPIqi7DGm9PovZJg/QqXd7w+OZuq105X2B1cLc/hKhkQhrh9qxifphVq+1mNlK4EXAOcD7KxQ5E7g0P7k/7r6l1u25+03AMWa2CDB337Un9VFYFRFpsXoDxqDxFtpM5GTqhNF6K0B16+F4aayFtvzHVfn7pV4fY+kI5wEfBBZW2X84kDSza/Jlznf3qitSmVkv8HJgNZCw/HvK3dVnVURkrii0zlabxSCTjchG1UfGBwFMpAszJCiMyt6r9+MqCOqH1XozJEhj3Kn743QvLTOzG2OX17r7WgAzOw3Y4u435fulVpIAjgVOBvqB68zsene/t0r5y4FdwE1Aak8rq7AqIjJDhsdrt3iOTURkoqhmy2dhloNKZYKe2iE1k3Ud4pVpSzTwYyjRG9Z9r2nA2KwadPc1VfYdD7zYzF4I9AGLzOxb7v63sTID+dsYAUbM7FrgGKBaWF3p7qfubWUVVkVEmmB4PF1zPtDyvoK1lvzcW+UBtnwQejI0qvU0KJRNZ10hQpqiXneTnoSOALQjd/8I8BEojvj/QFlQhVxL6ZfMLAH0AMcBX6hxs38wsye4++17UyeFVRGROga2jxXPVwuZlQJeO/YNrTWLUmBGb8JIhl53mVIR6S5m9nYAd7/Q3deZ2VXAbUAEXOTud9S4+gnAG83sQXLdACx3U1rBSkSkrkwU8dDWyYVU6gXMSkdAO62PaL3noD/Wp7HaYx+byLZlWBeRxrn7NcA1+fMXlu07Fzi3wZt6wXTqobAqInNaJqp+6H3XaJpNO3N9+ctbRMOyIFUIXZrEvjn6e2oP0omi+v1nO3D6WpE9FrVmgNWMMLNF7j4EDE/ndhRWRQSAkZERnvfXz+af/+WTvPBFUxYrmRX1BiStHxwrCavlAdQUNttWEBgBVnMy/Mhrf1FrsJhI2/sOcBq5WQCc3OH/AgcObeRGFFZFBID/PPezvPwVr5qx+9uwM9cPtFrr5X1bdwOlI48LYTQeSsMOOwQvkwKDIKz1+hqNNDrN5ZYpkbmssEyrux8yndtRWBURfvXLX3DEEUcynhpvyu2t2zAElIbKeN/GKHLu37G7GFQLgTRhk8fqFUKlEeVvk4rLwtZ5K2n2A5HWMrOLgd8Cv3X3u/f0+gqrIsJvrvk1o6Mj3L3uLvr6+jn1BS8kqDLsfcfIBDcP7AAmw2UhWCYC48GhEbKRT26LBdJE/jYTOjwvM6gZUyi1aGJ2kW7xTXIzAvyXmR0K3AJc6+7nN3JlhVUR4ZOfOgeAD33mfDZl+zj3N/eTDI1kYISBkQwnA+ejuyZy+2L7ITeHZyJ2XqSTVJsIv/D+T2ejhrokiOwJdyfTASMN3f1XZvYb4KnAc4C3A0cBCqsikvO5T3+SD370bE7+wrWEYUAyGZIIjUQYkAiMnmSYa/k85CTmhcbAjhRBYLkyQUAyNMIAkjo0LwJM7aaSrDWBbV62gRkQRDqRmf0SmA9cR647wFPdfUuj11dYFekSz/7cNSSTLVg2SUQaEgZGSO0ffOkKrWjl3RgUeGUOug04Fjga2AXsNLPr3H2s9tVyFFZFRETaRCMttNQ5KqwwK+3G3d8HYGYLgDcB/w0cAPQ2cn2FVRERkTmkvAvC3rS8ZtXBdk5wOmNwn5m9G3gWudbVh4FvkOsO0BCFVRERkQ7SyMprQWgNrCA290OStI1+4PPATe6e2dMrK6yKiIh0oXqhtvaCDDmV+tiKlHP3c6dzfYVVERER2Sv1+thG7mqhlWlTWBUREZGWCMwaaqEVqUVhVURERKQNudMRiwJMlyZdFBEREZG2pZZVERERaapG+qpOZCL26e+ZoRrJXKawKiIiInsklckSOVRbgTmT1aAqaR6FVRERESkaSdWfBrPWHK2NzPMKkFaglQYprIqIiHSByJ2hsQz1VnTNRtQtU+9+NCaoedRKrbAqIiIypxVaOccmsqQypSmxUitnI0GyUKZSaN2bFtFGW1tFKlFYFRERmWXZyEsOrZeHu+HxTHH/dIJfrfsoyERR7HzpPoVOmQ0KqyJd4n0veCyJICCR/7IJzEjkR0ckLOCbNw7MZvVEOlZ5a2clw2MZgiZMJlmrL2nkTlRSFW/KfYq0msKqSJc4/Qkra+4/8fD9uHfjMABBbIhvoSXlnsEhbtow3LoKisxR9QYkjaSyTWmRLATNiNJAWgichb6N8fsqLysyFymsinSBD3707IbKHX7gwqr7Dl0+n6etWgJUPxQ4ksry8/s373kFRdpQ5M7weGkQLX/vTzTQatrofUXZGvsjL/kRWbKvxvVkbnN3ojrz1XaDloVVM/sE8FZga37TR939p/l9HwHeAmSBv3f3n+W3Hwt8E+gHfgq8173GMQ0RmVFLF/TW3L/vfHjd4lV1b+fndyvQyuzbNZZmIh1VDYHxUdjV5hMFql6/9HbKWkPV9VOkYa1uWf2Cu/9HfIOZHQmcARwFrAB+YWaHu3sW+ApwFnA9ubB6KnBli+soIk2UaKAT3AuOPLDm/ns3DrNrPF28HOZbs8LYN3y91XGku23cOV7SIlUzUEb1Bx3VMj6RrRtYy2+7/O2r8CpS3Wx0A3gJ8D13TwEPmtl9wNPM7CFgkbtfB2BmFwMvRWFVpOvU6o5QsGsszead41NCQiEQjDYwsbm0p5IWzQopLpON2LQzNWV7pd9JhR86jQbX+Ij7TDYiW+HgXlgh0NY6TC8i09PqsPpuM3s9cCPwj+6+AziIXMtpwUB+Wzp/vny7iMgU+/Qn2ac/WbPMwPaxqqOdc2HEFWpnwdjE1E6W8R8Z20cmSlrRYWpAtDotoMVR70GFFvj8vkJ/02q3pZHy0g6yWmFhemHVzH4BHFBh18fIHdL/FLmOOp8C/hN4M1DpU8FrbK90v2eR6y7AqlX1+8eJSHdauaS/bpkdIxN19qdr7pdJqXRUEv4rtTRuHhon6z4lfFZqrawlPhdo4brZWAaeyEa5wFv2PR+akdUIeZE5ZVph1d2f20g5M/sa8OP8xQHg4NjulcCG/PaVFbZXut+1wFqANWvW6FNHRPbavvN7au6f35sgXadlY9vu2oG3U2zYMV48X6nVccPwGAkr3RFvIU00eJh8Ioogmhpg45fLD8/vadgVkbmjlbMBHOjuG/MXTwfuyJ+/AviOmX2e3ACrw4A/unvWzIbN7OnADcDrgf9qVf1ERBrRkwjoSdQ+Hjy/N1HS0ldueCzDSGqy2e+G31/L+Z/7Vw573BG86PRX8vTjn920+u6tOzYMFYNlPFTGQ+Cm0fHiohJQOmCocJ2MR1MCa1wmclLZbNVQWxg4FwZGJtYCmgisJKAqnIp0j1b2Wf2cmT2J3KH8h4C3Abj7nWb2feAuIAO8Kz8TAMA7mJy66ko0uEpE5ohasyDsO7+HfedPXn5wnz72XbyI0DMc87i/YsXifiYyEYO7pw4aaoZdoxlu2LAtV08rDaSJIGBXKtfVoRhWK4TQRmZ5GM0UPsqzU26nfJR9hmxJKM5kqRlyRaR7tSysuvvrauw7BzinwvYbgaNbVScRkXZw/AnP4lnPPpHNmzfz4X96P/998bfpSQSsWDy1j+2mXeMVbmHS7x/eyk2PjhDmc14yHwCToZEMJ8NgYXsY25+InY/LuJcETcj1Ed05nikpWy/cZvItoQmzpqxrL9Jt3DXACrSClYjIjAvyrZQ98xYyMjZec7nO/7n5kVzwjIXNQmBM5M8/fnlfMTiu31G5dTYdOcnAyEZOGBjp2PRQmcgZzndTqBRqC/clIjIbFFZFRFrkgS0jJZO9F0bHX/2Ty/ntr3/On+5/lCOfdwYfvfIeEqGRCAKSoZW0kpa3epYrhM7C//OSwZRAC5OhcywdMZ4ubalJhsbC3rBYdndK63eKSPtQWBURaaLPffqTPPuMd/N/d27m9ge3E4YBPcmARBiQCIxEGBAEj6Pv1CM5MR9Qy2UjioF1NB1BujS4xltaR/PBM76tlgW9IQt6w4p9VyF/SH8+7JxIVy2TiSJG0gq0IjIzFFZFRJrsw5fmJj/p6QmrlslkI0ZTuXXpCyG20LoaBEYiH0wLqzntbcvr3lrSOzmlV7wLQGEQ1LxEtuq+gqG05qgVkelTWBURabLC0p47dozR0xMShgHJZEAY5k6F7gCJ0MpaXCsH13Y0Pzn59VHen7UwrVRvfsqv+DRT8fM7Ut0xP63I3nKcbHbmp5M3sz7gWqCXXFb8gbufXaHcScB5QBIYdPcTW1EfhVURkT0UudccFDW4dYQgH1ABwjD3ZZPNOmEY5cNr9VbXThGalQbVslC7rL+37jKqo+kMKY2GFplpKeCv3X23mSWB35nZle5+faGAmS0GLgBOdff1Zra8VZVRWBURKTOSyhTXja+mXVs855J6QRVgQW+CBTWul3VnbCLXJaE8DBfKlq92JSK1ubsDu/MXk/lT+R/SmcCl7r4+f50traqPwqqIdJSoTjDZNZqeUkZzf85doRkLehNVfzwUXttCoC1uLxvXVmMBMpGuZGYhcBPwWODL7n5DWZHDgaSZXQMsBM5394tbUReFVRGZM+q1dgLsHE0XByCJFPSXDXYrz7bx91a14JtWdwSZaT7ZB77JlpnZjbHLa919bcld51YXfVL+cP9lZna0u98RK5IAjgVOJrfy6HVmdr2739vsyiqsikjbqNUPNNdPNKtWUGmJnsTkL5xqYTURGIXcUKlIpjWhQqQVBt19TSMF3X1nvvX0VCAeVgfytzMCjJjZtcAxgMKqiMw9mShipM5E8yOpjIKotLUgsCnL0MYlwqndUMrf05lshDKttDsz2w9I54NqP/Bc4LNlxS4HvmRmCaAHOA74Qivqo7AqItO2Y2SiZPnOcqWHWGeiRiKzIzCr+R7vaeAPYCLdWd0NBocqLwFsZjxmae8M10YadCDwP/l+qwHwfXf/sZm9HcDdL3T3dWZ2FXAbEAEXlXUTaBqFVRGpaf220eL5ai2fGrAksueq/Z30VVhMorzseJUVxGb6b+++rbunzLMLU2dsqLRd2pe73wY8ucL2C8sunwuc2+r6KKyKdLHxdJaB7WNTtlf6wgsMorKZSzR9k8js6KszT28mihqa4aBWmeHxNA/tHJnyeVC+alk21q+hMH1YJv9ZUSnISuMcyGpgn8KqyFxV3rJS/oUyuDvFjt3pKYcky1s2FDhFOk8UTX5GVPrxuWFojOGJNJlYq2e8P25gVncaOJGZorAqXe/BBx7gs585h6Fdu/jOJT/grL97EwAeRVz4tW8QhjO/0tDweLq4JnxcIVg+tHWkZHsjk6uLyJ575OEHufD8zzE8NMQXL/o2b3nNSzjo4FXMm7eAD3/i32elTtt25/qA1jqkfufgruL5ROwXayGQBmYEZvSYTWkpjct4VHFfoQU1q9FiMgMUVqXrHXLooVy49uuc+epXALD2ov8G4APvfy8bN2xg5cEHN/X+GukD+tD2kZIvkMKXUq2lK0Wk+Q5+zCGc8/mv8Pd/91oA+ufNI4oilu3XspUleWjb5I/Rkr/5/Gpct2zZVfx8SIb5z4b85UIYbdbh997Yj/Xy2wzNIKzfJ1UriMl0KayKVHDP3XeTSqX2Kqje8chki0a8hTMIcofm1g9N9gFLFL9gprZYiEj7+eLXvk0QBHz67A9x91238/gjn7BH1//NQ1unBMp4y+fg6ARbdqeLITQZlIbRwvZ2UunHNExtfdVnm+wthVWRMnfecQdf+q/zOP+/LijZvmUoxe8f3koiCEoOpcHkl87GkfGKLRyFL6NaczRK57j6I39dc/qiN15808xVRpoqyL+wS5ftx+hIaXecPz26jZsezW0Lg1zQLIbO0Hh4e+7wfSKc/ExIhlZccS1evpOEFY4SSYMcsjWmBewWCqvS9bZt28Yn/uVj/O6GP/HXb/wHbr/yOxxy7LN4zitfz0mvfRdLDziQZGCM5uc+TIZGMrCSlo7yQ3LSvd72vo/WLfN/bz2u4gpIcZfftYE/PzoyJdQUWtrS6is4I3Zs38Z5n/kkv73hT5zy5vcxvnU9YW8/5lnuXPE8vr3hDhJhQBAYE+ls8Xyx1TQMiuFUgxlF9o7CqnS0z336k/z9P/0zL/rS7wnDgGQyzH1xhAF9ybD4pZJ49jt40XPeSSIIeMJL31r8crHQ2DWe7dgWD2lfLzlyBS85svr+bcMT/O6RwZKW/JKBMkHApt2VJ2OXnO9/7T940evfx+Boitf/568JwoBkTxILjDAMSfbkPyNWvZrHv+dMwnwQDUMjDAPGJiJSGS9+pmiaJpHWUFiVjnfq+b8jVNCUDrN0YQ8vOXJF8XK1wXq3PzrZh7rSYJ2B3aOVrtY1Tv7Y5YRhSCKpr0ORdqW/ThGRDvaEg/apuX/BtkTduXcf3lnaN1NEZCYprIqIdLFVS+fVLbPv/CRjE5PzbZYPHnt0x5imJxJpAXfXClYorIqISB19ybC4vGel6YeWzO9hJJWpuS79rtE0u8bSLaujiHQuhVUREZm2+b21v076e0L2W9RbdX8mcga2jTW7WiLSARRWRURkRtSaFD4MjL/af37d2xjYPjXQxlt0tZ69SOdRWBURkTlj5ZL+4vlK3Q52jqYZT2er7geYyKgPoMwNDmT0flVYFRGRzrF4XhJI1iyTzkYMj2cA6J/fTxAGJJKJ4tyq42MTM1BTEWmUwqqIiHSVZBiwZH4PAMv234cwDOjJLwCQm5N5HuPjmfxCIgFhGBQXBCgsAJDJRkyk1eIlMhMUVkVERGJ6ehL09SVLVqaKL6OaCHNzd2WyUcXlVBP5RUi2D2sFMZFmUFgVERHZQ4nQ6EsmJ1tbg4BkaORzLMnAWNAblizVnAyNZD7QFgabbRjSdF4i9SisioiItMC8ZDAZVAMrBtRkmGuhBXj88j5gMrwm8oPCCvt3jmfYncrOaL2ljThEkWa4UFgVERFpA+VBNREELJvXwwHzJ2c1CMrLWMB4NsvQxGQLbfz6Ip1AYVVERGQO6wtD+vrDknlsE7HzoRnbxyembE9YaZjNuAaMSXtSWBUREelwS/pysx+EsblnyxdpGMtMdjcoKZc/PxEpzMrsUFiVjvfJFx852R8ssOIHb2jGV25YTyarD2CRbvUvrziKhFnJ4fV4i+MXf/vgbFVtxi1ITkYCq7CgQi8hmXxgDcv2F8qnMupfK82nsCod78TD96u672ur92X9ttGSbfFVb4IA/rJlN79dv6Nl9ROR2XPK4w6ouf8Zhy7loa0jxWmpoPQz4g8Dg/z50ZGW1a9dFLq/9sT6wZYHVoBkmCCbX/K20n6ArDvZrAYNNcLRcwUKq9LhPvjRs+uWWbV0Xs39Kxb3s+Yx+1bdH7nzg9sf3eO6icjs+ocPfryhcqv3m19136uWHMwLDp8c3FRpidcdI2l+cu+mPa/gHBQERkDpc1D+nCSK/4g0Rm8XkQbM7639p/Kmp66uexu/vGczE+pyINJxFvbVXt51fm+Ctz39kJplfnjHQDOrNCcElRteRaZQWBWZISc/bv+a+we2j7FlaLxk0EPhMJr6g4l0tlc+cWXdMnc/OszudAaoPABqVJ8P0qEUVkXaxMol/axc0l+zzEQmYmD7WPFyecvERCZiIqPWW5FO9PiDFtbcPzyWYdOucWBqf9FCn9uhMa2YJXOPwqrIHNKTCDh0efX+c0Dxyyou3mcscmdoVF9YIp1mYX+Chf0L6pbbsCP3GVGpf60+H9qMQ6TuYwqrIp3mgH366pbp7wkrbg8MIodtwxPNrpaItIkV+9b+jOhLhoR1Fr/aMpRqYo1EalNYFelC+/TXHhCyT3+S8fTU/m/xlpjB3SkymlJFpOMsWVD78wFyR3lq2To0QeT6fJDmUFgVkYr6kpVbXwtWLO6v+WU0NpFlx4gOJ4p0ompHZwpWLeun3oJXO9XdQBqksCoie61Sn7eC+b2JulN+Re46nCjSoYI6XQkaacHtdu5ONqtZHhRWRWTWBGZ1+9juGJk8nFgtHKfVHUFEpGMprIpIW9t3fk/dMuPpLOkaI2Y1nZeIyNylsCoic15fMqzbx7bSgLG4VCYiitRCKyLSbhRWRaQr1AuzfcmwbgvsSCrTzCqJiEgDFFZFRPLqTceTCOsPCBkeV6AVkeZxHfFRWBURaVSt2Q8K6s1hO5LKkNGXj3QZzck8t5jZwcDFwAFABKx19/MrlDsJOA9IAoPufmIr6qOwKiIyg+pN5wWQiSLGJib72JaHZE22Lu0mldYgxg6TAf7R3W82s4XATWb2c3e/q1DAzBYDFwCnuvt6M1veqsrUmQWtNjN7pZndaWaRma0p2/cRM7vPzO4xs1Ni2481s9vz+75olvsUNrNeM7skv/0GM1s9nbqJiMxViSBgYV+yeCrMWVs4LexLkgyDklMYWMlJpBkyWWdsIlvzpKDaedx9o7vfnD8/DKwDDiordiZwqbuvz5fb0qr6TLdl9Q7gZcBX4xvN7EjgDOAoYAXwCzM73N2zwFeAs4DrgZ8CpwJXAm8Bdrj7Y83sDOCzwKunWT8RkY5Ub8AY1J+yq9Z0XzL31VtBCiCV0YTzXWqZmd0Yu7zW3ddWKphvPHwycEPZrsOBpJldAywEznf3i1tQ1+mFVXdfB2BT+3G9BPieu6eAB83sPuBpZvYQsMjdr8tf72LgpeTC6kuAT+Sv/wPgS2Zm7jreJSKyN+oNGKu3whDo8G67aqQPqH6MdACnVStYDbr7mnqFzGwB8EPgH9x9qGx3AjgWOBnoB64zs+vd/d5mV7ZVfVYPItdyWjCQ35bOny/fXrjOIwDunjGzXcBSYLBFdRQR6WqJBtJqojeo2Uc2k3X1oW2Bej8Sag3SUy8QaQYzS5ILqt9290srFBkgF3pHgBEzuxY4Bpj5sGpmvyA3Gqzcx9z98mpXq7DNa2yvdZ1KdTqLXFcCVq1aVaUKIiLSDLVmQehJ1E9GmSjSaPCYeofeNVmEzLb8eKKvA+vc/fNVil1O7ih4AugBjgO+0Ir61A2r7v7cvbjdAeDg2OWVwIb89pUVtsevM5B/4PsA26vUaS2wFmDNmjX6sxYRaWOJIKBOj4S6K4zNFelsVLPVM75KWqAmUGlfxwOvA243s1vy2z4KrAJw9wvdfZ2ZXQXcRm56q4vc/Y5WVKZV3QCuAL5jZp8nN8DqMOCP7p41s2Ezezq5jrqvB/4rdp03ANcBrwB+pf6qIiLdoRkDxlptLJ3VkrwyoxwnmoW+x+7+Oyof8S4vdy5wbqvrM62wamankwub+wE/MbNb3P0Ud7/TzL4P3EVurq535WcCAHgH8E1ynXGvzJ8g19z8v/nBWNvJzSYgIiIC1B8wBrkuB5VGwTfSr7aR5XQbWRhCRJprurMBXAZcVmXfOcA5FbbfCBxdYfs48Mrp1EdERLpTIYxW6hubjUoHgVXrP1sIohow1hz1VmpLpSOWLdDaRFKf3iUiItLWJjJRzWm24qt9NSIRVm8dLQTWekGr27sDFGaByD1fU5+LsQ7pgyztQWFVRERmzUQmqtmSmarTT7VVY5QSdW44auB+5+oMCGMT9ftIVuo/3Mi8vSJ7Q2FVRERaYng8XbePZ70WzHbVSN/VetN6zdZjHx6v3Te3PGSrn+4scmZlgFW7UVgVEZE9FrnXDT25Q+W1A1k3Tt8U5h9z2MBjT2ejhuddTaWjulOAaeosmYsUVkVEpMR4OsvQWIZwDw7rqvWt9XaNpituj7eEKn9KJ1JYFRHpMPVGs+8YmUBHFmdO+esRVejLum14ouJ167V+BmYNrSKmGQ5kLlNYFRGZQ+pNjD+4O1W3lVOtoM1V6dB7fBqsHSPpkm1Ty7aubpAb+BTUmd+90ty0hevWKyPSagqrIiJtYni88mFeyAWdyJ1doxmNup5Bu8ZqB83xieyUHxBzsS9oENT/EROEpS205eXVett8jpPNahowhVURkRmQa2Gbeqi38IU/ls5qFPYMG0llGS+bozUeNIfHMrHtU68fduHrE39Plr8/Cz+oqu2H3N+BQq3sKYVVEZFp2jEywUgqF3qqtXqOT0RVD/fOxZa4drdxxzjZslBUHi4LE9eXb7cuDKHN0kgXFP0Ikz2lsCoiUsd9m3eXXC7/ss1koymBU1/IrXXvpuGSy+WBMx5Uy/c1MmWUtMaezDAhUqCwKiJdKxNF3DkwVLwcDzXlrWvlLabdeAi4FcqXLd01mmbd1txrUgj88dWkEjb5QsRDZ7yMXhuRzqKwKiLT9uADD/DZz5zD0K5dfOeSH/D5//gcf/nLvQxu3cpXL/pvlixZ0pL7HUmVTkpf3mK2ZSjFhl1juX1WOcx0aivb+oce5Mtf+CzDQ7u44L+/C8Al3/oml33/23z///2i6fdX6IdY7A5RJTDes3WI7eO5vrslITT/ayChoCkyycHn6CpvzaSwKiLTdsihh3Lh2q9z5qtfAcD7P/BBAP7r/C8w8MgjexVWd42lGZuoHnzWbRpiPD9KthB6Cq1u1Vrcusmq1Yfw2fMv5J1veg0Ajzz8EDt3bGPJ0mV7fZubdqZKLpe3Nv/iga2EgZEMS1tEC5fD4uvUna+JiOwdhVURabqJiQne+553sv7hh3jdG940Zf+6DbnDvPEWzvI+n3/auL0YaophtKz1Tf1CGxNFERddcB4f+9Tn+Ie3vaFimT8/ugOofMg9DIxs5Pz8ge2EASRjIbQQRJNd+qNARFpPYVVEmu7X92/npf/wb1x39RV8bu3FnPLSXOteoWXtjxt2ArmAU94SV94KJ9O3/qEHufm+9bzpPX/PvX/+M59c+y2OeuZzis/1wzsmeHT7KIkwIBEaiSAo/ngoXC6UFRGZaQqrItKw+zbv5ms3DpAMrdjClgyN9O6d/PKbX+C+m/7ECa97L+nRYbLpFOnRIZ79pg+VtMjFW+Nk+r5x4yNc95dtuVAZBiSC3P/p0V2su/QCNt91I3edfT6rXvxRwjAguP9hBhYdxaZ1g8WyQWBd211CpJ1pUYAchVURqelzn/4kv97nefQkA3aPTNDTkyAIjL6eMBZ2Qla//J947Ks+VNIyVzgvzfWtCz7H1wefTBiGpMZTJJIJwjAkCAOSyYBEIiAMA/Z97rtZ+vz3EMZ+HBz95k/PYs1FRPacwqqI1DUyMsFYYCWhR2bXyNAIYRiS6NHHuIh0NjV5iIiIiEjbUlgVERERkbal40ciIiIi7cghykazXYtZp5ZVEREREWlbCqsiIiIi0rYUVkVERESkbSmsioiIiEjb0gArERERkXbkrgFWqGVVRERERNqYwqqIiIiItC2FVRERERFpWwqrIiIiItK2NMBKREREpA05EEUaYKWwKiJ1PfWI5SSCgGRohAEkAyMZ5k4Af14/NMs17D5HPvFgwjAgCIxEaCTCgL5kSBAYj2waZnw8M9tVFBFpCoVVEanrP//myJr7r7xrIwCB5cJrIsj/b7meRj9/YHsLa9edvvn6Y2vu/+of15f8qEjmX5Mw//8v1w22vI4iIs2gsCoiNX3wo2fXLfOCIw+suf9JBy9mw44xwnyYBQiC2Hkz/jAwSDrre1/RLvK37/xgzf2BGe847jE1yxy1bCGjmUzVHxgAl961ZZo1FRGZPoVVEWm5ffqT7NOfrFnm0OXz2TKUmrI9zGenXaMZ7ty6qxXV6zqBGUccsKhuuY8dsIitsdckKBuSe/e2IR7cMd7s6olIgTtk1aVHYVVE2sbyRb1V9y1d0MuKffvq3sYND6rLQbOEARywuPprsnzRfjz1oMqDPwrBdvdYhj9u1GsiMpeY2TeA04At7n50lTInAecBSWDQ3U9sVX0UVkVkzuhLhnXLnHj4fjX33zkwRCqTbVaVul5/Ty6VBrEuHiX7kyEvWlS7m8g1D6i7gUib+SbwJeDiSjvNbDFwAXCqu683s+WtrIzCqoh0laNW1j/8vWUoxdBYumRbPIwp7DZPEBh//dj965Z7aOsIY5lsSb9noHh5QtP7iDSNu19rZqtrFDkTuNTd1+fLt/QXp8KqiEiZ5Yt6a3ZJABjYPgZM7cdZkMk6GQ0Ya5rV+82vuL0wTm94PMOO3emKr0ch0O5Oqe+fSJMcDiTN7BpgIXC+u1dshW0GhVURkb2wckl/3TLbdpcOGCs/VL5rtLT1Vvbewr4EC/vqf6VtG56Ysq0wM0Um64wq0Epbcci25HNimZndGLu81t3X7sH1E8CxwMlAP3CdmV3v7vc2s5LxOxMRkRZYuqB262wiLA2vlfp97hhRoG2mpQt7au4fHp9smq3WD3fHyNTAKzLHDLr7mmlcfyB/GyPAiJldCxwDKKyKiHSShX21p/MCmN+bYCJTvT/mztE0GfXXbJp6U6wBxZXboHKg3bZbYVY63uXAl8wsAfQAxwFfaNWdKayKiLS5nkSVjrHk+tdGXrtv7NhElmEtv9o09WalOHBxX93XZHg8w/iEfmRIezKz7wInkesuMACcTW6KKtz9QndfZ2ZXAbcBEXCRu9/RqvoorIqIzHHVDlcXzO9NML+39sd9YUGGsHoulj1Q7zVZMr8HKo8ZAyCViWr2aQ7M6gZikb3l7q9poMy5wLkzUB2FVRERqb0gQ8Gusdr9Z6NI4akRYVA7yAL0JoKGXpPtZf1ny0OyZqSY47xlA6zmFIVVERFpSL3+nBOZiHS29qHtWv1vZc8tmV97wNhIKkPhJanWap7SayJtTmFVRESaoicR1OxfCzC/F8bT1RdVSGcj1EDbPPW6fwD0JKIpLbBBrPV3bEKLYMjsUlgVEZEZVWuAUl8yrDu7QRTBWI3AK40LzOhNhNTKtP3JsO6qbZmsk1aXA2kRhVUREWkriWrLghUEU+eoLTeiyf2bqjdRewaE3gR1u4CMpPQDY4+5Q1bvZYVVERGZc+qNtm9kDtuRVEYj6psoWWcqicXzNNWE7B2FVRER6Ur1+nNmoohUWoOPRGabwqqIiEgFiSAg0Vu/NbDWgDGArEaMiUyLwqqIiMg01FvRqpHputQdQaS6aXUgMbNXmtmdZhaZ2ZrY9tVmNmZmt+RPF8b2HWtmt5vZfWb2RbNcxyMz6zWzS/LbbzCz1dOpm4iISDsoTOlV65QIreZJuliUbf5pjpluy+odwMuAr1bYd7+7P6nC9q8AZwHXAz8FTgWuBN4C7HD3x5rZGcBngVdPs34iIiJtr94MCImgfutrJutqoZWONK2w6u7rAKzOqMwCMzsQWOTu1+UvXwy8lFxYfQnwiXzRHwBfMjNz11+eiIhIvRkQehK190fuWkFM5qRW9lk9xMz+DAwB/+zuvwUOAgZiZQby28j//wiAu2fMbBewFBhsYR1FRES6QmBWt38taElcaT91w6qZ/QI4oMKuj7n75VWuthFY5e7bzOxY4EdmdhRQ6WdfoeW01r7yOp1FrisBq1atqlV9ERER2QP1lszNRBF1FhkTaaq6YdXdn7unN+ruKSCVP3+Tmd0PHE6uJXVlrOhKYEP+/ABwMDBgZglgH2B7ldtfC6wFWLNmjboJiIiIzJBEENQdnh157f6zCrsNcodserZrMetaspyEme1nZmH+/KHAYcAD7r4RGDazp+dnAXg9UGidvQJ4Q/78K4Bfqb+qiIjI3BOY5eaprXLqSQTUW1VXpGC6U1edbmYDwDOAn5jZz/K7ng3cZma3khss9XZ3L7SSvgO4CLgPuJ/c4CqArwNLzew+4P3Ah6dTNxEREWlf9WZAECmY7mwAlwGXVdj+Q+CHVa5zI3B0he3jwCunUx8RERER6Sz6WSMiIiIibUvLrYqIiIi0JYeMBlipZVVERERE2pbCqoiIiIi0LYVVEREREWlb6rMqIiIi0o7cIZuZ7VrMOrWsioiIiEjbUlgVERERkbalsCoiIiIibUthVURERETalgZYiYiIiLQjd8hqUQC1rIqIiIhI21JYFREREZG2pbAqIiIiIm1LYVVERERE2pYGWImIiIi0JYcoO9uVmHVqWRURERGRtqWwKiIiIiJtS2FVRERERNqWwqqIiIiItC2FVREREZF25EA20/xTA8zsVDO7x8zuM7MPVylzkpndYmZ3mtlvmvnQ4zQbgIiIiIgUmVkIfBl4HjAA/MnMrnD3u2JlFgMXAKe6+3ozW96q+qhlVURERETingbc5+4PuPsE8D3gJWVlzgQudff1AO6+pVWVUVgVERERkbiDgEdilwfy2+IOB/Y1s2vM7CYze32rKjPnuwHcdNNNg2b28DRvZhkw2Iz6zDHd+rhBj12PvfvosXefbn3c0JzH/phmVGQ6fGzLz8b//F/LWnDTfWZ2Y+zyWndfG7tslapTdjkBHAucDPQD15nZ9e5+b3Or2gFh1d33m+5tmNmN7r6mGfWZS7r1cYMeux5799Fj777H3q2PGzrnsbv7qbN01wPAwbHLK4ENFcoMuvsIMGJm1wLHAE0Pq+oGICIiIiJxfwIOM7NDzKwHOAO4oqzM5cCzzCxhZvOA44B1rajMnG9ZFREREZHmcfeMmb0b+BkQAt9w9zvN7O35/Re6+zozuwq4DYiAi9z9jlbUR2E1Z239Ih2pWx836LF3Kz327tStj71bHzd092NvCnf/KfDTsm0Xll0+Fzi31XUx9/L+siIiIiIi7UF9VkVERESkbXV8WDWzc83sbjO7zcwuy6+4UNj3kfwyYveY2Smx7cea2e35fV80M8tv7zWzS/LbbzCz1TP/iBpnZq/ML4EWmdma2PbVZjaWXyLtFjO7MLZvzj/2ao87v6+jX/M4M/uEmT0ae51fGNu3R8/DXNfIsoFznZk9lH/tbilMSWNmS8zs52b2l/z/+8bKV3wPzAVm9g0z22Jmd8S27fFjnYvv9yqPveP/1s3sYDP7tZmty3++vze/vSte967n7h19Ap4PJPLnPwt8Nn/+SOBWoBc4BLgfCPP7/gg8g9w8Y1cCL8hvfydwYf78GcAls/346jz2I4DHAdcAa2LbVwN3VLnOnH/sNR53x7/mZc/DJ4APVNi+x8/DXD6RGxxwP3Ao0JN/7EfOdr1a8DgfApaVbfsc8OH8+Q838vk3F07As4GnxD/H9uaxzsX3e5XH3vF/68CBwFPy5xeSmx7pyG553bv91PEtq+5+tbtn8hevJzdXGOSWDfueu6fc/UHgPuBpZnYgsMjdr/Pcu/pi4KWx6/xP/vwPgJPb+ReZu69z93saLd8pj73G4+7417xBe/M8zGWNLBvYqeLv3/+h9H095T0w89XbO+5+LbC9bPMePda5+n6v8tir6ZjH7u4b3f3m/PlhclMkHUSXvO7druPDapk3k/sVBdWXEjsof758e8l18gF4F7C0hfVtpUPM7M9m9hsze1Z+W6c/9m58zd9tuS4w34gdHtub52Eua2TZwE7gwNWWW/bwrPy2/d19I+S+7IHl+e2d+Jzs6WPttPd71/yt57tjPRm4Ab3uXaEjpq4ys18AB1TY9TF3vzxf5mNABvh24WoVynuN7bWuM2saeewVbARWufs2MzsW+JGZHcUceux7+bg74jWPq/U8AF8BPkWuvp8C/pPcD7a9eR7msk59XOWOd/cNZrYc+LmZ3V2jbLc8J9Ad7/eu+Vs3swXAD4F/cPehGge6Ou6xd7OOCKvu/txa+83sDcBpwMn5Zn+ovpTYAJNdBeLb49cZMLMEsA+NH45piXqPvcp1UkAqf/4mM7sfOJw59Nj35nHTIa95XKPPg5l9Dfhx/uLePA9zWSPLBs557r4h//8WM7uM3GH9zWZ2oLtvzB/+3JIv3onPyZ4+1o55v7v75sL5Tv5bN7MkuaD6bXe/NL+5a1/3btLx3QDM7FTgQ8CL3X00tusK4AzLjfY+BDgM+GP+MMKwmT093zfx9eSWFCtc5w35868AfhULv3OGme1nZmH+/KHkHvsDXfDYu+o1z39wF5wOFEYP783zMJc1smzgnGZm881sYeE8uYGld1D6/n0Dpe/rKe+Bma110+3RY+2k93s3/K3n6/l1YJ27fz62q2tf964y2yO8Wn0i16n6EeCW/OnC2L6PkRsheA+x0YDAGnJ/7PcDX2Jy8YQ+4P/yt/lH4NDZfnx1Hvvp5H5FpoDNwM/y218O3ElupOTNwN900mOv9ri74TUvex7+F7id3FJ4VwAH7u3zMNdPwAvJjR6+n1xXkVmvU5Mf36H5v+db83/bH8tvXwr8EvhL/v8l9d4Dc+EEfJdcd6Z0/m/9LXvzWOfi+73KY+/4v3XgBHKH629j8vv8hd3yunf7SStYiYiIiEjb6vhuACIiIiIydymsioiIiEjbUlgVERERkbalsCoiIiIibUthVURERETalsKqiIiIiLQthVURERERaVsKqyIiIiLStv4/W2B6v1FMIH8AAAAASUVORK5CYII=\n",
+ "text/plain": [
+ "<Figure size 864x576 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# windFarmModel autogenerated by dropdown boxes\n",
+ "t = time.time()\n",
+ "wfm = PropagateDownwind(\n",
+ " site,\n",
+ " windTurbines,\n",
+ " wake_deficitModel=NOJDeficit(\n",
+ " k=0.1,\n",
+ " use_effective_ws=False),\n",
+ " rotorAvgModel=RotorCenter(),\n",
+ " superpositionModel=LinearSum(),\n",
+ " deflectionModel=None,\n",
+ " turbulenceModel=None,\n",
+ " groundModel=NoGround())\n",
+ "sim_res = wfm(x,y)\n",
+ "plt.figure(figsize=(12,8))\n",
+ "sim_res.flow_map(wd=270).plot_wake_map()\n",
+ "print (wfm)\n",
+ "print (\"Computation time (AEP + flowmap):\", time.time()-t)\n",
+ "plt.title('AEP: %.2fGWh'%(sim_res.aep().sum()))\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ },
+ "toc": {
+ "base_numbering": 1,
+ "nav_menu": {},
+ "number_sections": true,
+ "sideBar": true,
+ "skip_h1_title": false,
+ "title_cell": "Table of Contents",
+ "title_sidebar": "Contents",
+ "toc_cell": false,
+ "toc_position": {},
+ "toc_section_display": true,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/notebooks/exercises/Validation.ipynb b/docs/notebooks/exercises/Validation.ipynb
index d3ea827668876deaaa2ecdea6be7b4a3c919f2a6..898d1d4ecd6ab674570ffd792e9820ee68e91eab 100644
--- a/docs/notebooks/exercises/Validation.ipynb
+++ b/docs/notebooks/exercises/Validation.ipynb
@@ -76,7 +76,7 @@
],
"source": [
"# prepare for the model combination tool\n",
- "from py_wake.utils.get_models import get_models, get_signature\n",
+ "from py_wake.utils.model_utils import get_models, get_signature\n",
"from ipywidgets import interact\n",
"from IPython.display import HTML, display, Javascript\n",
"\n",
@@ -172,7 +172,7 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "dc06b5b254cf4ce4929c9168bd92a344",
+ "model_id": "04110472ab8c44b8a7b84305bfb49881",
"version_major": 2,
"version_minor": 0
},
@@ -230,7 +230,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "dict_keys(['<name>'])\n"
+ "dict_keys(['MyModelName'])\n"
]
}
],
@@ -253,7 +253,7 @@
"outputs": [
{
"data": {
- "image/png": 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\n",
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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -265,7 +265,7 @@
},
{
"data": {
- "image/png": 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ICNCXXXbZqIKCgiCttQoPD3csW7Zsa0REhKu/2uyLJLAhhBBCCCGEEEIANTXYEhNxHHjNg1NW9v2vuW+66abye++9t7z7st/85jeJ8fHx9sWLF28H2LBhQ4C/v78+3Hb6OglsCCGEEEIIIYQQPmDv3r1+o0aN6vDMT548ud2b7RkspMaGEEIIIYQQQggxyDz22GMJWVlZ2VlZWdmzZ8/OALjhhhuqHn744cQpU6Zk/eQnPxmxcePGAG+3czCQwIYQQgghhBBCCDHI3HTTTeUFBQX5BQUF+d98880WgLlz57Zu37594+23315WU1Njmzt37vi1a9cGerut3iaBDSGEEEIIIYQQwkdERES4rrrqqroXXnhh5w9/+MOaRYsWRXi7Td4mgQ0hhBBCCCGEEMIHfPDBByGVlZVWgLa2NrVly5bAtLS0jgNtN9RJ8VAhhBBCCCGEEAIzPOvhjGTS1/4OtE5bW5slISFhkmf+5ptvLgdTY+OVV16J8SxftGhR0ZYtWwJvu+22UQAul0uddNJJ9VdddVVtf7XXVymth/3IMEIIIYQQQgghhqENGzbsmDx5cpW32yEOzYYNG2InT56c5pmXrihCCCGEEEIIIYTwWRLYEEIIIYQQQgghhM+SwIYQQgghhBBCCCF8lgQ2hBBCCCGEEEII4bMksCGEEEIIIYQQQgifJYENIYQQQgghhBDiAO64444RSqnpvac77rhjhLfbNtxJYEMIIYQQQgghhDiABx54YI/Weo3Weg2A5/kDDzyw53D2q5Safs4554z2zNvtdqKioibPnz9/7OG22Re8/fbbYR9++GHI4exDAhtCCCGEEEIIIYSXBAUFuQoLC4OampoUwJtvvhmekJBg90Zb7PaBf9tly5aFff7556GHsw8JbAghhBBCCCGEEAchPz/ff+zYsTkAY8eOzcnPz/fvj/2eeOKJ9a+++mokwMKFC6PPO++8Gs9rDQ0NlgsuuCBtwoQJ48ePH5/9wgsvRAIUFhb6T58+PTM7O3t8dnb2eE/WQ0lJid+MGTMys7KysseNG5fz/vvvhwIEBwdP9ezzmWeeiTrvvPPSAM4777y06667LmX27NkZt9xyS0peXl7AMcccMy4nJ2f89OnTM9etWxfoWe+yyy5LnT17dkZKSsrEd955J/SCCy5IS09Pz/HsC+CNN94InzJlSlZ2dvb4008/Pb2+vt4CkJycPPH2228fkZ2dPT4jIyN73bp1gYWFhf7//e9/4x577LGErKys7Pfffz/06aefjho3blxOZmZm9owZMzIP5udnO5wfvhBCCCGEEEIIMVycddZZ44qLiwMAiouLA84666xxRUVFeYe73yuuuKLm7rvvTrrooovqNm/eHHzttddWf/nll6EAd911V9L8+fMbXn311R1VVVXWGTNmjD/rrLMaRowY4fj888+3BAcH640bNwZccskl6Zs2bdr89NNPR5944on1f/nLX8ocDgeNjY0HTGjYtm1b4IoVK7bYbDaOOuqojCeeeKJk4sSJ7cuWLQu5+eabU7/++ustAPX19bavvvpqy4svvhh50UUXjVu2bFnB9OnTWydNmjT+yy+/DBo9erT9z3/+c9Jnn322JTw83PXb3/428Y9//GPC3//+970AsbGxjvz8/M33339/3P3335/w8ssvl1x55ZWVoaGhznvvvbccICMjI/uDDz7YMnr0aHtVVZX1YH5+EtgQQgghhBBCCCEOwvbt2wO11gBordX27dsD+2O/s2fPbt29e3fAk08+GX3SSSfVd3/tk08+CV+6dGnkQw89lAjQ3t6uioqK/EeNGmW/9tprR+Xn5wdZLBZKSkoCAObMmdN84403ptntdsv5559fO3fu3NYDvf+5555ba7PZqK+vt6xbty70ggsuGON5raOjQ3men3nmmXUWi4Vp06a1xMTE2GfNmtUKkJGR0bpt27aAkpIS/23btgXOmjUrC8But6vp06c3eba/9NJLawFmzZrVsnjx4qi+2jJjxoymyy67LO28886rveyyy2oP5ucngQ0hhBBCCCGEEOIgjB49uq24uDhAa62UUnr06NHt/bXv0047re7uu+8e+cEHHxRWVFR0XqtrrXnttdeKJk+e3OO97rjjjhHx8fH2119/fbvL5SIoKGg6wOmnn9702WefFb7++usRV1999eif/OQn5bfddlu1Up3xCVpbW1X3fYWGhroAnE4nYWFhjoKCgvy+2hgYGKgBrFYr/v7+2rPcYrHgcDiU1WrVRx99dMOSJUu27297m82mHQ6H6mudF198ceeyZctCFi9eHDFlypSc9evX5yUmJjr397OTGhtCCCGEEEIIIcRBWLx48db09PR2gPT09PbFixdv7a9933zzzVU///nP93iyIDzmz5/f8P/+3/9LcLlcAKxYsSIIoL6+3pqUlGS3Wq088sgjMU6nufbfsmWLf3Jysv3nP/951eWXX161du3aYICYmBj72rVrA51OJ4sWLeozWyI6OtqVkpLS8fTTT0cBuFwuvvrqq6CD/QzHH3988+rVq0M3bdoUANDY2Gj59ttvA/a3TVhYmLOxsbGzy0leXl7ACSec0PzPf/5zT1RUlKO4uPiAdUwksCGEEEIIIYQQQhyE7OzsDk9NjaKiorzs7OyO/tr3mDFj7L///e8rei+///779zgcDuUpBvq73/0uGeBnP/tZxcKFC2MmT56ctWXLlsCgoCAXwNKlS8Oys7Nzxo8fn71o0aKoO++8sxzgnnvuKT377LPHHnXUUZn7G3Vl4cKFxc8880xsZmZm9rhx43Jef/31yIP9DCNGjHA8/vjjOy6++OL0jIyM7OnTp2dt3Lhxv911zjvvvLp33nkn0lM89Pbbb0/JyMjIHjduXM6cOXMa58yZc8CuNMrTP0gIIYQQQgghhBhONmzYsGPy5MlVh7qdUmq61nrNkWiTOLANGzbETp48Oc0zLxkbQgghhBBCCCHEAdxxxx0jlFLTlVLTwQQ3lFLT77jjjhHebttwJxkbQgghhBBCCCGGpe+bsSG8SzI2hBBCCCGEEEIIw+VyufocnUMMTu5/L1f3ZRLYEEIIIYQQQggxXG2qrKyMkOCGb3C5XKqysjIC2NR9uW0f6wshhBBCCCGEEEOaw+G4rqys7KmysrIJyI1/X+ACNjkcjuu6L5QaG0IIIYQQQgghhPBZEpESQgghhBBCCCGEz5LAhhBCCCGEEEIIIXyWBDaEEEIIIYQQQgjhsySwIYQQQgghhBBCCJ8lgQ0hhBBCCCGEEEL4LAlsiGFPKeWvlKpSSoUqpT5RSrUppRqVUg1KqTVKqV8rpQKOwPv+XSm11f1eBUqpK/ez7vFKKZdSqqnbdFV/t0kIIY4kLx5v/6qU2uV+nxKl1G/3s64cb4UQPs+Lx9u8XsdPh1JqyT7WleOt6DcS2BACjgXWa62b3PO3aa3DgCTg58DFwLtKKdXP79sMLAAigKuAB5VSc/ez/h6tdWi36bl+bo8QQhxp3jre/gfI0lqHA3OBS5VS5+5nfTneCiF8nVeOt1rrHM+xEwgDdgKv7mcTOd6KfiGBDTGkKaXGKKVqlFLT3PMj3NHr47utdgbwbu9ttdbNWutPgLOAo4Az+7NtWuu7tdYFWmuX1vob4HP3+wghhM8Z5MfbQq11c7dFLmBsf76HEEIMlMF8vO3lWCAeeP0IvocQgAQ2xBCntd4G/Ar4n1IqGHgGeNZ9QPc4A3hnP/vYCawGjunrdXcqX92+poNpp1IqCJgJ5O1ntXilVLlSartS6h9KqZCD2bcQQgyEwX68dW/bBOwGQoAX97O6HG+FEIPWYD/ednMV8FqvwHJvcrwV/UICG2LI01o/CWwFvsGk33X2rVZKpQN+WuvCA+xmDxC9j/3fr7WO3Nd0kM18DNgALN3H6wXAFHf7TwCmAw8c5L6FEGJADObjrdb6fkxa9DTgeaB+H6vK8VYIMegN5uOtuw3BwPnAs/tZTY63ot9IYEMMF08CE4CHtdbt3ZafSR9pen1IBmqORMOUUn9zt+1CrbXuax2tdZnWOt/dbWU7cCfmj4UQQgw2g/Z4q411QCtwzz7WkeOtEMJXDNrjLXCue9+f7msFOd6K/iSBDTHkKaVCgX9iisflKqW6R6b3m6bn3n4kJoL8+T5ev6tXNece0wH2fQ9wOnCK1rrh4D8VGujv4npCCHFYBvPxthcbMOYg15XjrRBi0PGB4+1VwH/3ddNuH+R4K743CWyI4eBBYI3W+jrMQf4x6KxrMQv4pK+NlFLBSqnjgEXASvYR+dZa/7lXNece074apZT6DXApcLLWunp/H8A9HFaqMkYC97vbJYQQg8mgO94qpSxKqRuVUlHuY+gs4Fbg432sL8dbIYQvGHTH227vkQLMB/Y7wokcb0V/ksCGGNKUUmcDpwE3uRfdAUxTSl0GnAh8pbVu67XZv5RSjUA5JhL+OnCa1trVz837M5AKbO0WAb+rW9ublFKegk7TgK8wQ8R+CWwCftLP7RFCiO9tkB9vfwhsAxqBF4CH3ZOn7XK8FUL4jEF+vAW4wt2GbX20XY634ohQh5YdJMTQoZR6BNiktX7E220RQoihTI63QggxMOR4K4Yrm7cbIIQXrQeWeLsRQggxDKxHjrdCCDEQ1iPHWzEMDfquKEqpp5VSFUqpTft4PUsp9ZVSql0p9YuBbp/wXVrrJ7TWe73dDiEGCzneiiNFjrdiuDqc46pS6jSlVKFSqkgp9euBabHwdXK8FcPVoA9sYMY+Pm0/r9dg+mL9fUBaI4QQQ9ezyPFWCCH607N8j+OqUsoK/Bszclo2cIlSKvsItVEIIXzeoA9saK0/Yz/jK2utK7TWqwD7wLVKCCGGHjneCiFE/zqM4+osoEhrXay17gBeAs4+ci0VQgjfNqxqbCilbgBuAAgJCZmelZXl5RYJIcTBW7NmTZXWOs7b7TgYcrwVQviqQXKsTQZ2dZvfDczua0U53gohfFV/Hm+HVWBDa/0E8ATAjBkz9OrVq73cIiGEOHhKqRJvt+FgyfFWCOGrBsmxVvWxrM+hDOV4K4TwVf15vB30XVGEEEIIIYQYZnYDI7vNpwB7vNQWIYQY9CSwIYQQQgghxOCyChinlBqtlPIHLgYWe7lNQggxaA36rihKqYXA8UCsUmo3cDfgB6C1fkwplQisBsIBl1LqZ0C21rrBOy0WQgjfJMdbIYToX4dzXFVK3QYsBazA01rrPC98BCGE8AmDPrChtb7kAK+XYdLzhBBCHAY53gohRP86nOOq1vpd4N0j0S4hhBhqpCuKEEIIIYQQQgghfJYENoQQQgghhBBCCOGzJLAhhBBCCCGEEEIInyWBDSGEEEIIIYQQQvgsCWwIIYQQQgghhBDCZ0lgQwghhBBCCCGEED5LAhtCCCGEEEIIIYTwWRLYEEIIIYQQQgghhM+SwIYQQgghhBBCCCF8lgQ2hBBCCCGEEEII4bMksCGEEEIIIYQQQgifJYENIYQQQgghhBBC+CwJbAghhBBCCCGEEMJnSWBDCCGEEEIIIYQQPksCG0IIIYQQQgghhPBZEtgQQgghhBBCCCGEz5LAhhBCCCGEEEIIIXyWBDaEEEIIIYQQQgjhsySwIYQQQgghhBBCCJ8lgQ0hhBBCCCGEEEL4LJu3G+AtbW3wySfw7LPP8Nxzz7qX6s7Hq6++mmuvvRalQCmz1GKhc97SLSTkWaZ135PL5d6re777dt2f22xmsljAaoWgIAgNhYAA8Pc3j7Zh+y8mRP+x283kdPacun9Hu39XD5bnWLCvyXMMsVh6Pu/rUQghhBBCCHFwhu1lstNpLh5uvvkabr75GgDmzJnN119/850LG8/FjtPZc3nv59B1QdL7wqSvgEj3fWhtLrTa200gRGtwOMzUXUQEpKZCTAwEBn6PDy7EMOJwQH09NDdDYyM0NEBTU9d3DHp+V7XuClJ6XjuUAMfBrH+w6/QOgJh2SmhTCCGEEEKI3ob1SbInQ2L37t3cfvvtgINLLrmAf/zjH6SkpPRY9/HHH+fJJ5/4zj6uv/4GbrzxxgFqMbS2wqZN5sIsOhpGjoS4OPDzG7AmCDGo2e1QVwelpVBRYQKSFovJePLzg8jIvgOMh+pIHxN6Z35VVwNYJJdDCCGEEEKIXoZtYMOh7ext3UGAC2773S3srt0NkS621xZy2+9u4NFHHgVAKYXCwg+v/AFnnHEGd9xxB9u3FzMqYyT33XcfY1IzBrTdQUFmAmhpgW+/NRdsEydCbOyANkWIQaW9HbZuhd27zXxgIERFdQUx+jsQceONN3LmmWdy++23s317MaNHp/cIimqtceHCpZ04tQOFhQCrSbNyuBw02muxKCsR/tGd+6xqKwM0mu+mdLTp0ENuoxBCCCGEEMOB0t+nI/kAUko9DfwAqNBaT+jjdQU8CJwBtABXa63XHmi/QSNDdNt1LYfUlrTnzqNkRwlau+D6Akhu4dl53zAhahYA9228mbd2PolFWbEqGzblR6A1uHMKsoaYR1sowdZQgmyhXDXmV6SEpANQUL+WyrY9ZIRPISEoZX9N6aGtzdyhTk2FjAwT6BBiOKmogI0bTSZTVNS+a1R4srO6ByKSk5Op66iiqn0v9R01NNhrGBc+iZEhYwFYX7OCd3Y/x4TIOZyd+iMAdjQV8Js1F7F9dzEO1Q42F1hAWcEvwIbTHczoYV00LEozzxNa4OYCxoRN4OXjNnauMucdfxza3mfbL0n+HQuv/+u3WrdPPqwflhfMmDFDr1692tvNEEKIg6KUWqO1nuHtdnwfcrwVQviS/jze+kLGxrPAv4D/7uP104Fx7mk28Kj7cb9sFj8SA0ehFFRWVuLoVszCarMRF2fSH7R2odG4tIudJTtNUAPAboF2CzZLVx8Qp8vhvqBxYqcDgCZH/X7bcd6omzqfv7bjUd7a9RS/mfgY540yd5A/3PMKT2/9EwlBI0kMSu0xJQSOJC5wBIGBfiQkQFkZlJfDhAmQkCAFCMXQ19EBW7bAzp2mi0lfQb0WRxM7m7dQ1rqL+x7PpXpsGUxtZ3v4Fs7//D1UhB27q6PHNj/P/ieXpP8UgN0t23hz55O0OVs7Axsu7WJr47cQ0fO9NNDhcnbOKxRWZcNpd6K1SR1RysKIpFSa/CoJ84vssX1MQGJnYEPR8wscbA07xJ+OEEIIIYQQw8OgD2xorT9TSqXtZ5Wzgf9qk3rytVIqUimVpLXeu7/9BpLMaSEvY7MqmlQTX674isaGesLCwjn66KMJCwlzd0MBq7JgUYo3T3qduto6cDnR6+cTvSOSoow4tlv2YFMWjg74E8dl/AmbBSxKY7U4sVjsQDsOWml1NtPmaqbN2Uy7bqbV0YR/yygqO0wQItEykZmRZxDuGEtVlelXv7liC1sbvzUXUX2wKT8mR89jduzJzIk7hfSgaaxZY2HUKBg/3oyuIsRQVFMD69ebGhrx8V2BvIrWUjS6M+vp8/K3+e26S8yLvUKeDgAXhFqjiPEfQbgthlBbFMH2UVRWmn2O1Efxk9GPkxKYRWWl2S7Alc7DOWv50x//QkV5AxZLAMoaQEJiMj+9/ec4XeBwgUuDU7v4f//8B1gUaoYVZVE0KitXxfwLl9b8Z2UhLm06n5wVuhQNuNyZdJ4uKRpNWx3A74/Yz1MIIYQQQghfNei7ogC4Axtv76MrytvA/VrrL9zzHwO/0lp/Jw9PKXUDcAOAf+LY6UlX/fNINruHQJuFkAA/wgNtRIf4ExMSQEyoP9Eh/sSFBZAcGURyZDDJkUGEBJh4k9MJlY11bK3exs66XZTU7aSo0jxWtO2k0r6Tmo69PfrjR/jF8LcZbzLSdQwxMTB5shkqVoihpK4OvvoKwsN7jg70QvED/DP/51wy+mf8POcftLXBmrJV/GPbtcQFjGTzN0U0lTZCfTs0QFr0KD5/93PCA0Pc441o6lrtlNa1UFrXyt76VmqaO6hpaae6uYOa5g5qWzpobLPT0NqOi36oQnoISv5y9jqtHdMG9E37gaRGCyF8iXRFEUKIgTHcuqIcSF8dLvqM1mitnwCeABidNVH/YUE27733Pu8vXQpKYcp1KFAWTjzpJObPPwGn1rhcGodL43Q//uPBh7jplluxO1zYnS7sTk27w0W7w0mb3Umr3Umb3UVrh5OmdgeNbXbaHC7aHO1UN7ezvbp5vx8oOsSfkdHBZCaEMj4pnPFJaZwzcRIRwabbi2cIy4oKKNxZy6qqZeS3fcA31UvZ21rCqNAMYgKgthZ+/uo/iU9q57qZV5IUlnRYP2ghBoOmJli6oowvG15m1fb3OC7xHM53d+nKCp9GsDWU1jYnFRUQGgrnzp7JNad8y9/+di+rFr7buR9rWBzlFj9+/NALjBg/k60VjeyubaWlw7mvt+7Fgr/VQligjZAAG0F+VgL9LAT4WQn0sxJos+BvM+u0tTTxwdL3qKmqIjoqkvPP/SEx0ZFYLRasSmG1mELFFqWwKLAo5R7i1cwrzPOr/+J09f9PdGC49tHyrqFsv7/uo8f0Nd99vQPt50DrdR+G1zMJIcS+HE6tOKXUDqARcAIOXw22CCHEQBgKGRuPA59orRe65wuB4w/UFeVQI9q5ubncc88931l+9913k5ubu99ttda02p00tjloaLVT3dxBdVMH1c3tVDd1UNHYxu7aVkprW9ld10qHo+8rgOTIIGaPjuaoMTHMGxvLiMggXC4zCsTmzWC1aloDShgRnNb5vmd+NIqK9l18fNEqTsiSv4fCt9U0tvDLNx7gxZ330+YyAcKj4k7l4dnv43JBRZUTpVyMHuXHiBEmo0MpcLk0m8sa+LKomi+3VbGmpJaGNkef7xEWYCM+1MqOvDXU7i4mJsSPH99wDVlpycSEBhAd4k9YoI2wQBsBtgP39TqcY0dvvnoXcfz4Gfof//ju8VapriCCJ8DhmSyWngEPz3oul3nuCZR03777nzPPfF/Le+v9Z7D3NvujlOny5wlyeJ57RrAKCTFZRf7+JtBmGwq3E8Sw4nSaYbSdTvO980ye71f37+u+Hj3fu/0FGz37g56PvY8FA6E/j7VKqWOBJky36b7OY88AfowJbMwGHtRaz3a/tgOYobWuOtj3k4wNIYQv6dfj7RAIbJwJ3EbXH4SHtNazDrTPwXrgd7k0VU3tFFc1U1jWyOa9DWwua6SwrIE2e8+AR1pMMPPGxnLmpCQmJ8WwdYtizx6IiDAn0k7tZPneN/mmYjnXJj3MjOkWEhLgw20fcnza8fhZ/fbRCiEGF5d28fz6F7lz6W+oaDfjuc6LP4NTRlzMnLhTCCWBujoYOxbS083FY3O7gw/yy/gwv5yvtlVT29JztJHoEH/GJ4UxPjGcrKRwMhPCSI0JJiLIj5ycHAoKCnC5XFgsFrKyssjLy/PCJ+/JVwMbmZkz9PPPrz5gzZ++Mi+6636x0x+ZHv3B097ugRaXq+ti0G7v+hxWK4weDSNGQHCw99osRG9OJ7S2mmHkGxtNZlxzsxl1raNj/9vuLxC4r9d6BzUPdCrqCXBYrWay2boebTbw8zPz/v7muef17sHG3o+eqa/jSH8fa7/vDToJbAghhrph1RVFKbUQOB6IVUrtBu4G/AC01o8B72KCGkWYFL5rvNPS/mGxKOLDA4kPD2ROekzncqdLs6W8ka+2mTvO3xTXsKO6hR3VO/nfNztJigjkrCkjmD86hdayMFpbISrKykkjzuekEedjt8OaNWBLXcVpr59Kdlw2j5z5CMeOOtaLn1aIA1u9ZzW3vHMLq/asAiAzfCq3Zz/AjNjjAdMtq9kJM2dCVLSLFduqeWtdKUvzynp0K0mODGLumBjmjo1h9ugYkiIC3d3PvquwsBCX+0rV5XJRWFh4ZD+kAAZPsOJQdL9jfSAOBxQXw9atZuSqtLT9D08sxJFUXw979kBVlQlieDImPAECm81kGQ2WIuSeLJHewUPPcqez5+PB6h4o8UwQOpChx2RgV7f53e5lezFdqz9QSmngcXeX6u/oXkMuNTX1yLZWCCEGqUEf2NBaX3KA1zVw6wA1x2usFuWutxHOj44ejcPpYtOeBj7eXM6b60rZXdvK458W8/inxYxPDOfE5NHkOEYQH2fOtv38zHCYX+a3kxaRTl5lHsc9exx/nP9Hfnfs77z74YTYh8WFi7notYtoc7QR4zeCH2f/mTNSrsCiLGhtTsgjIiAtw84La7fz4sqdVDa2d24/Y1QUZ00ZwXEZcaRGB+8zkNFbZmZmj4yNzMzMI/URO/VnlxUxONlsEBNjLroaGuDrryE5GbKzzTFaiCPN5YLqaigqMkWY/f1N9lBcnLdbdmBHqp5N9641noDJAH8j91crbp7Weo9SKh74UClVoLX+7Dsrd6shN2PGjMGfii2EEEfAoA9s+JqBujixWS1MGRnJlJGR3HFyBqtLanlzXSlvb9jD5rIGNpdtICm0iFNHjuWM7BFYLRYCAuCo5KPJCN3El5b7+dvKP/L75b+n3dHOvfPvPeiLPiEGwhNrnuDmd27GpV2cEnstv5v+IMF+IYA5+ayogNgRHXxavp3rH9pBU7upmTE6NoRzpiTzw6nJpMZ8v5tuS5YsYcGCBeTn55OVlcWSJUv67XPtS25uLldeeWXn+2ZnZ7NkyRLS09OP+Ht7HE6Ru/2ps1fyyo6HURaNp/tj96FsPTTmdmyoXyTnpF7bufyl7Q/R4Wrn4rSf4G8NAGBp6UuUte48mM+E578L027r3P6TskVUtpVybMJZnUMDF9SvpbgxH4uyYlM2/K2BBFiCCLAG4m8xU5AthEBrMEFW82hRh361pRSEhZmpvNyk/k+daupxCHEkaA27dsG2baZ7SWioGSa7v5S17qLF0UhK8JjO79jmujXsbS3B7urApZ04ceLSnsmFC1fnc+2e/0HKVUT4RwPwRfm7bG/KZ178GaSHZQOQX7ea1dXL+2yDcscHVPc4gVLMjTutc/uC+nWsq/6MzIipTIsxGavVHXtYtvcN9+rKvf2A9tPeDYzsNp8C7AHQWnseK5RSbwKzgO8ENoQQQvhIjY0jYSD6ICqlGOifb7vDyaL1e/j38iJKqlsAiA0M5oIJY5g/KgWrxUJrq+lLuytyITe8dwVO7eTOuXdy/0n3S3BDDAr3fX4fdy27C4Cr03L5UfofCA7u+t3ctruDNU3FvF24g2Z3d5Ojx8Zy2wljmT06+rB+j72ZOXGg2h5HusbG4RS52x9rslW7bjj4AV1Sgsfw1glFnfPHvR9Bs6OBT06tI9QvAoCbvzqRVdXLDnqfQI/tb/rqBFZXL+fROR8zM/YEAB7M/yXPF//9kPb5r9kfMCfuZADe2/0/VlS8y8kjLuK4xLMAaHE00eZsIco/bp+/l42Npo7B1Km+cedc+BatoaAAtm+H6Oj95yK4tIua9grK23ZR3rqLstadlLftorqtjDp7FfUd1dR3VKPRLDlxR+d25y7PYGfzVl47voC0UJPh9tu1l7J0z8JDauurx+UzOmw8AL9fdznvlf6Pe6c8zxkplwPwv+J/8I/8Ow5pn31t7xkSHGBt9Wfc8NVxPTfKjdyqdW3GIb3RfnyfWnFKqRDAorVudD//ELhXa/3+/t5LamwIIXzJsKqx4YuKi4tZsGABYC5UBvKua4DNyoUzRnLu1GQWb9jDw8uK2F7VzKOrN/Lhtp3cOnMyqRFhuFwwquESnlvgz9VvX8xfv/wr7c52/nHqPyS4IbwuJz4Hf6s/v5/+L2ao6zsLLWqt+WDzXl4qyqOh3VS0S7bUsea//8f/Sgv4X7d9fN9ARG5urte6fni7tofW+jP3Cfi+nI0Jemjga6VUpFIq6UCjUIVYkpgZdaMZxhbwZF73daxRKIJt4Xy9u2uX86PuxqntrNtbh5/FBGyzAq8iNvaUfb6n2bNGK40nq3tTRSMB1g4sCrKCLiI6di6NLdEUVNVgtViIsc5gfuwtuLDj1B04dCsO3USHq5kO3UyHq4U2ZwutzmZanc20OVsItAZ1vufGuq95f8+LTIjqivV8Vr6Y3627jABLEKPDxpMemkN6WA5jwyYwNnwSiUEjCQuD9nZYtQqyskyBUTkMi/6gtRk1bccOk6Gxr9+r/5d3O+trPmdHUwGtzv0PSQ/me+rUTqzKFOBICR6DVdlAg93losPpJD1kDvNirNgIQCk/FLZuk6XrUVlR2lTxLKmxUNNUjtaQYjuL02NzaGsZzcrSMjRg6ZjE6bH3f/dzdmaA9frwQHNzWtfxpH0CJ0f/H+GunM5lVe1hnBh9b4+9LOOfB/wZHKzDqBWXALzpPk7agBcPFNQQQojhTDI2joDBNKKC06VZvH4Pf3q7gKqWNmxKcUH2OM7JGkNrs+meUh65mAtfOx+7y87NM27mX2f863ulVwvRnzaX7mb7hhTi4kzf6tq2Nh79Jo81FWUAzEmP5tenj2fKyMhB9Z07HN7O2HC/Rxr7vrP4NnC/1voL9/zHwK+01vs9mAYkjdNJV/3zCLR2YPlZLAT52Qi22Qj28yPQZiPEZiMiMJCogADaqaDZtYuJ0ROYFj+e4AAri3b9h4c330m9vabPfaaHZnNc4tkcl3A2mWEzqam2MHYsZPTbvWIxXLlcJqixc6fJBFIKHC4Hj2+5m3U1n/HYnGXYLCZ9w5PBBBDhF01i0CgSgkYSHzCSSFs6fiShXBE4HMG02wNo7bDSaodWh50Wu4NWh5naHA6GwlllyV+u2Kp1jU9+CyVjQwjhSyRjY5Dz9l3X7qwWxQ+nJXN8Rjw/f76AZSU7WZi3ha9Ly7hlxiRCWyOYlHAWiy5exA9f/iGPrn4Um8XGg6c9KJkbYsDYnXZuePsGrp16LUenHo3LBTU7UggJAaU0n5aU8vS6fJrsdkL8bdx1ZhaXzkrt/B0dTN+57ys3N5f8/PzOeZfLRX5+vlczSPqwvyJ3PVfsVqU/LCmdY9MTzIgGLnB1G9a1c6SDXsv358AXTt3WUCbTR3e+onFpbd5bazQap9Y4XZ5HF06XxqFdOFwu7C4XdpfT/ejC3t7RmS3UtzA+pgRFCXFBwSQGT+aiiBVEBVkICiynxW8zO1vyKG7KI69uFcVN+RQX5fNM0X3EBCRybPxZnNn2a8LDR5OYeMAPKkSfXC7Iz4cdJS5qAtYSr8w5o81iY3nZG+xoKmB9zYrO0aVuyvwjDqfG0ZFMab2LnfVNlNY0sbG5iTanw71XDTS7p32zKoWfxYqf1YK/xYpVKawWi3l0P7e4n1ssYFHKPXlqXBie47vn/72HgdaunseC/jhjMe2BEuyOA68thBBiMJGMjSPgYO4ee6Mff0sLPLWkiucLvqWytRWrUlw5aTyzIkczbx58U/khP1j4AzqcHdx34n38+uhfH5F2CNHbI6se4dZ3byU5LJminxRRtjuQzZshIsbJv1Zu4Et3yvBRo2P5+0WTSI4M6rH9UMnYOJBBkLHxOPCJ1nqhe74QOP5AXVEO9XjrGbLRM0KBJwDSfeSCvpZ51nc4zGPvbT2TaXvPyWYztQc8k2cISM9ktWqcuGjucNDUbqexzUFTu4O6FjsVjW1UNLZT0dBORWMbpXWtlFS34HR99+9rYnAI4yJiyImNZXJKGNtbv+az8sV8Wr6IstadKBSvH1tMUHsac+dCUIgdP6sMmSIOntaw6Mt8/rfpv3xW9z8q2naz6IRikoNHA6ZwbqA1iMmRx7CroY31e6vZUF5FUW0tDv3dWjjRwf6kxYaQEB5AQnggcWEBxIcFEBsaQFigjbBAP0IDbYQF2gjxt2G1DOxNkb6OA57n3Xnu1fT+7nuGa7Zau69z5I+1R4pkbAghfIlkbAxyBzOigjdGQAgOhstPjiUl+FiW7i1gaXEJz2zIp3RUC6Fh2Zxw1Mk8/8Pnufi1i/m05FN+OfeXWC2DZAB7MaTdOP1G8iryuHLylTjbAykoAGtIO7mfrGZLTR2BVht3HJ/N9Sel9JlJ5I1RTIapxcBtSqmXMEXu6g8U1Pg+PIGGwUUBVkICrcQTcMC1OxwudlQ3s7W8ia0VjWzcXc8322soa2mmrKWZz/fuxLJJMSkmnjMzf88d2f+kqPFb8utWkRqeRnMzrF6t+UnBNMZGj+HB0x5kVOSoI/8xhU/b07iHi166ki/2fNy5bERQGntbSjoDGznhp/BB0U6e+HIF9R3tPbbPSgxn1ugoMhPDGBcfxtj4UKJD/Af0Mxwqi+XIDQUrhBDCdwy6U0df1zsTIz8/nzFjxvSZibFgwQIKCgoAKCgoYMGCBd87s+Ng14uOhumTbARaJ5AZE8kjq7/lg5IdlDW18ufYKVyYcyFRgVEcn3a8BDXEEeXSLlrtrYT4h2C1WPn3mf9Ga1izBqrtTTz46UoqmluJDgziD8fN5Jz5YX3u51C+c2L/DqPInejF32YhIyGMjIQwIAkAh9PFt6X1fFlUxYqialbtqGF9VTnrq8qJCw7i1DGjOCHtSsAM/bpxzxYKqgpoaK8nwHbgYIoY3j4v+ZwLXr2Q8uYyQmzhnDLiIs5IvoLJ0fPQKFbvKee9rTvZUFHR2YVjZFQwx2TEMm9MLEeNiRn0QQwhhBBiX6QrihfZbDacTmfnvNVqxeHYd7fOgx0+9kDraQ2bNsHevVDmquavK9bQZLeTGhrB09fMYGxyYOe67Y52imuLGR83/iA/lRAH5xcf/IIVu1bw/mXvExFohuCsroYXPqjmifzVNNsdjImM4IbxM1hwcmDnyCjDma+mRw+G4+1gVNHYxqurd/PCVzvZ29AKgM1i4ayM0Zw3fiyBNhsFu/cSldjAGbMzvdxaMVhprXnwmwf5xQe/wKmdTImYz19nvUR0QDwAG8qreGrtJvY0mdoYNovi9AlJXD4nlVmHOTz2UOWrx1qQ460QwrdIV5QhIjMzs0ddgMzMgTlxVQrGj4eGBki1x/DnE+fyp89XsbOpnoueXMGLN84mMymUpo4mzn7pbDaUbeDr675mbPTYAWmfGPqqW6p5eOXDdDg7yKvMY+7IuWgNT39cymPfbsCpNbNGJHDZmClMyLJJUEMMSfFhgdw6fyw3HTeGj/MreXJZCav2VPBGwTY+27mHH03JZuaIRCoqkigrg8RE+O3Hv8Xf6s8fjvuDXJAKmjuauW7Jdby06SUAzk+6k19M/RM2i43q1jaeXZ/fWaMoKTyIq+aN4vzpKcSGSgaQEEKIoUUCG17kzboANhtMngyffw6JMaHcd+Jc/rJiDYXVtVz+1Dcs+vFc4sIC8Lf6E+Ifwrq96ySwIfrN898+T4ezg9PGnsbckXMBeP2rch5duwEXmgUZo7kwYzwOu2KUlBUQQ5zVojhlQjwn58Tz3qpa/rx0E7ubG/jrl2uYnhTPFTk5bNwYTLmzgPtX3I9Lu9hSs4Wnz3pauqgMY43tjRz37HGsK1tHqF8oP017lgVjzgNcLN5SzMt5W2hzOPGzWPjR7HH8/Mx0/G1SjEIIIcTQJH/hvCQ3N5cxY8Z0Du/oqQswkDUBQkMhIwNqayEiIIC7j5tNVkwUlc1tXPmflTS3a9648A22/3Q7F+RcMGDtEkOb1pon1z4JwPXTrgfgm+IafvP2Wlxozh8/lqsnZ9PYoMjOHoxFJIU4MpSCM2ZF8di587hobDbBNhtr9lZw57JP+aZ8N46yLBZdtJhQ/1Be3PgiP37vx95usvASrTVXvHkF68rMTYcnZ6/kxKTzaLC3cdeyL3luw2baHE4mxySw8PLj+M3ZYyWoIYQQYkiTv3Jekpubi9b6O1NfgY3i4mJycnIAM6xlcXFxv7Vj1CgIDIS2NgiwWvnN0TMZERJKUWUTP3p2FWh/LEp+TUT/+Wr3V+RX5hMfEs+CjAVsKW/k2udWYXe5OGn0SC7OyaChAeLiID7e260VYuCNz7Lwwwmj+b+5x3Fs6gg6XC6e2rSBZ1duZUrIGSy/ajkB1gCeXPskCzcu9HZzhRcopTht7GnEh8Tz5HHvEdExnjrdyG8+XsG22nrigoO4OWcmD180gxnZ0pdPCCHE0CdXrD6gr9FT+vJ9AiA2G0yYAHV1pqhoqL8fvz9mNtGBQazdWcetL67F7nRR3lTOm5vf7LfPJIYvT7bG1ZOvpqLRwRX/WUlTu4OZSQncMG0CWiva2iAry9zBFmK4sVpNV8Fw/0BunDyVH03JRgFLSrbw69c3khE+jQdPexCAG96+gS3VW7zbYOEVN824iY3XFdG2Zyyljip+u+xLqlrbyIyJ4heTjubiY+NJTfV2K4UQQoiBIYENH1BYWIjL5QLA5XJRWFjY53oHGwDpLSYGkpOhvt7Mx4cF8pOJs4gI9GNZQQW/eHUtaf9M44JXL6C8qfzwP5AYturb6nl508sAXJB1DVf85xvKG9oYFxHNHUdNxWqxUFsL6ekQ1vforkIMC0FBMG2aOS6flj6aX86djr/Vwhd7d3Hlk6u5OPsaLsq5iKaOJi589UJa7a3ebrIYAOv2rqOgqqBzvnpvGN9U7Oa+L1fS4nBwVEoit+XMZlKmv9QnEkIIMaxIYMMHZGZmYrGYf6r9jZ5ysAGQvt8DHA4zAWQlh3LbpJkE+VlZtL6cSaF34tTOzsrrQnwfCzctpNXRynGj5vPXd2oprmwmJTSM3xw9A3+rtfP3b/Ro77ZTiMEgOhqys6GqCmYnJ3LPcXMID/BnfXkl5z3yDffN/xdjo8eyoXwDty+93dvNFUfY3sa9LFi4gNlPzWZ92XpaWuDRT4t4Jt+MJHVWRjq3TJlGaJCVsVLrWwghxDAjgQ0fsGTJErKysgD2O3rKwQZA+hIUZIaAra42835+MDI4intPnYZSUFE+kwDneF7Y+MLhfRgxrHm6oaT73crKHTXEBAfw40mziAj2A0wh24wM8Pf3ZiuFGDxGjTIZdTU1kBETxX0nzCUpJISiqgZ+9mIhL5zzMgHWAB5f87gEnoe48IBwjhp5FJMSJpEdl80TH+5i8Y5CLMC1U3O4ctJ4GuoVkyaZv+FCCCHEcCKBDR+Qnp5OXl4eAHl5eaSnp/e53sEGQPYlJQUiIqC52cxHRECsPZ4bjhmD1oo4+52sLd3cIw1WiIO1du9a1u5dS6z1KD7ZFIhScOW4KaQnBQImW8hqNRdxQghDKZNRp7X5jiSGhvB/JxxFdEAgG0rrePkrCw+c8g8Arl9yPUU1RV5usThSQvxDeOX8V3j30nf5ZmsTD3+9EYAbpk/kjLFp1NSYbLeYGC83VAghhPACCWwMIQcbANkXi8VkbTQ1mXl/f2hthcsmZjB5ZCRWHUd0x094foNkbYhD9+SaJ7HoMGLsP8el4bIpYxkfE4s7yYi6OpOtIXcahegpMNAU062pMfORgQH85pgZ+FusvLG2FFvbKVyQfQFNHU3c/cnd3m2s6HdOlxOtNWBGQ2lotfHjl9bg1JozxqZxcnoqbW2mGLh0QRFCCDFcSWBjmMnNzUUp9Z3JM8xsVBRERkJLi1k/MhK2FVl48KKpBPpBiGse/1u5HZd2eesjCB9kd9p5Ne9VYjp+Qlt7IFNHRjIvYhwREe7X7eakXLI1hOhbcjKEhJhgM0B6VATXTZwMwP3vFXBe+h+IDIwkOSy58yJYDA3PbXiOGU/O4JMdn9DS4eDaZ1ZT19bBpPhYrp48Hq1NYHjiROnGJ4QQYviSwMYg1z0QAXwnEPF99qe17jzx9Tz37E8pc9fck7UREABtbRDoCOb+c81JtKv+XF7d8PlhfS4xvPhZ/bh3znKCXUcRFmjjrvlTUViw2czrnmwNzzwcOAgnxHBitUJODjQ0dC07YVwSZ44ah0vD/y0u5fPLt/LXk//a+fdC+L52Rzv3fHoPa/euZVd9Kb94dQMF5Q3EBwV3jiRVUwOpqRAX5+3WCiGEEN4jgY1Brnsgovt0OBd3xcXF5OTkAJCTk0NxcXGP12NizJ3BtjYzHxoK27fDOVNTGJ1UhoVA/rh4D2125/dugxheCsoa+OeHuwG474eTaCoP7pGt4e8PSUk9t8nNzWXbtm1kZ2cDkJ2dzbZt2ySwIYatmBjzPamrM/NKwXlZ45iTnEhju4PbXtxIfYvdq20U/es/6/7Dzvqd5MTlUF0xg3c3lhFotXHXMTMI8/fH4ei6ISGEEEIMZxLYGIYWLFhAQYEpAFpQUMCCBQt6vO45SfLcGQwONifSTU3wt/NmYVe7aWoJ569LNw9wy4Uvqm1p4GcvrafD4eKSWSOZmZhEW1tXynRf2RoeB/pdFWK4ycw0wUCnO64cEa64KG0ymfHh7Khu4Z63N/H0uqd5dNWj3m2oOGwt9hb+77P/A+C6iX/kwWVFKODGiVMZGREGdI0kFRDgxYYKIYQQg4AENoaIQ+myUlhYiMtlamS4XC4KCwu/s05cnClY19Fh5m022LsXZqRMJDppMRoXz67YwdbyxiP2mcTQcNWLT1FQ1khMKPzuzGy2boUwc05OR0ff2RoeB/O7KsRwEhwM48aZC1qP6HAbN02ahr/Nwhtr93DLmw/w22W/pamjyXsNFYft0VWPsrdpL1MTp/PRuli0hhNT0jlmbDzQNZLUiBFebqgQQggxCPhEYEMpdZpSqlApVaSU+nUfr0cppd5USn2rlFqplJrgjXZ606F0WcnMzMTiHorCYrGQmZn5nXWsVlNdvb7ezIeHQ0mJuUt49YwTaLK+j0sr7l6cJ4XqxD5VNLSxsXgUANcfH0lbk43GRggKMq/X1Zk70FZr39sfzO+qEMPNqFFm9KD2djMfGgoBHSFcPWsMAGOsv+X/nfwgAVa5je+rGtsbuX/F/QCclHAvm/Y0EBcSyNljxuEpoeLJ1pCRpIQQQggfCGwopazAv4HTgWzgEqVUdq/V7gLWa60nAVcCDw5sK33LkiVLyMrKAiArK4slS5b0uV5SkrngdDhMxobdbk6kLpl4CU0BC7Fa2/hyWzXvbiwbyOYLH/LXpYVoVyBTUm3cMPcotm0zd5yhq7ZGYuK+tz/Y31UhhhObDbKzuwLPYLKgjoocQ1pMMM2t4bQ1zMXPKle8vurBbx6kqqWK2Umn8O46E/m9ID2HhBjTZ0+yNcRQprU5R2huNjdAqqrMVFkJFRVmKi83U1mZma+qMkNi19aaY2Njo9neLmWHhBc0N5vfwfp68ztcWwvV1eb31PP7Wl9vRqHs6DC/8+Lw9dGrfdCZBRRprYsBlFIvAWcD+d3WyQbuA9BaFyil0pRSCVrr8gFvrQ9IT08nLy8PpRR5eXn7XM9mgzFjYOtWiI01F6QlJTB9+gj2/rKI979t4q43N/J/7+RzfGYcIQG+8OskBsqaklpeW7Mbf6uFf154NI2NFqqrId5kUVNfv/9sjdzcXO65557O+fz8fMaMGcPdd98tBUTFsNe9u6C/vzk+l5db+cX8Cdz22koe/HgLP5iURHJUIBY16O9hiG5a7C38/cu/A5Cqbmdlu4N5afFMjE7sPF7W1sL48ZKtIXyX3W6K1Le3m4u75mbz6Jnguxd7Sh36BaBS5ng5ciRERfVdz0uI/tLcDIWFJujWe4Cy3r+/3eeVMn/LAwJMVnNYmBnIwbPM398c7wfLoGcOh/kOd3R0TRaLmaxWM3V/3n06knzh650M7Oo2vxuY3WudDcC5wBdKqVnAKCAFkMBGL70vFj01OfZ1sZicDEVFpgtKSIiJMra1QXRQNBfNjGLhyp1sLK3nX8uL+NVpWQP1McQg53Rp7npzPQA3HJtOWmwIGzZ0Fbhzl83YZ20NML+rEsAQom9Wq6m1sXFjV7AwJARCiOMHk5J4+9u9nPfUy7giH2Hl9d9IcMOHLC1aSn17PZMiL2LlNidBflbOSc3pHElKsjWEr9DaBC5aW825oyeTorGxq4ab1uYCyM+va4qJ6b8LOK3N+61e3fW9GTECIiKO/EWWGD7sdtixw1wz+ft3/V0+FA6HmRoaTPaRJ9vIEwBRynQ9DQ01QbrgYBMECQw8Mr/LWpvvbkuL+Q7V1XXNOxw91/V8Xz3t7B6w6R3M8ffvCtiY4HxQv/Wb9YXARl+Htt7x2vuBB5VS64GNwDrA0XsjpdQNwA0Aqamp/dtKH3GoF4sBAZCWZr6sMTHmj095uenjbVFw/hwnG1+Hpz4v5oLpKaTHhR6ppgsf8uLKnRSWteBQFRCyjdbWTPbsMXdNwBwcU1Olkr8QhyMxETZv7uouGBJiUrV/eVI2nxRWUlETT0WTjXe2vMOCTBlRyFe8tvk10H7QcCEA1x01jlAV3Hm8lGwNMRjZ7eaCp7XVXJjV1ZlAhmcEJ6XMcSogwByrPIG6I637xaDLZW7Q7dpl2pKSAunpci4ivj+tzXVRfr75DsTEfP8gg822/4wil8u8R12d6YLVPXgQHAyRkeZ7FRjYFTzwBAv3136Hw3xP7Xbz/a2vN39n6urMe2ptPpMnEBEe/v0/o9bmvZxOE+xsboaucRIPny8ENnYDI7vNpwB7uq+gtW4ArgFQJgVhu3ui13pPAE8AzJgxQ3ozHaTkZNi2zTwPD4ft281F6U/f/ykPr3yYk1OeY8vuGHKX5PPcNTM7s0DE8FTT3MHfl5ohWmv9nuKo1L9SVmYOgp7IrcNhfoeEEN+fzWayNgoLTXdBpcz3TLcE8otTMshdkk+0/QYWbnxDAhs+ot3Rzttb3ibCcQH1bQFkJIRyVPRo7O5CsZKtIQYLh8Pcxa2tNaPmNXYbJM/Pz1wERUaaG2KDhcVCj8ynXbvMBeL06eb8VohDUV8PBQWmdoYnqHAkWSzmexUQYAJ1Hp6aNNXVsGfPd7trWSwmsyMkxPz9aG83U0eH+R50X19r8/0NDDRZIf39/fUEOHsGcDzhz8PnC4GNVcA4pdRooBS4GLi0+wpKqUigRWvdAVwHfOYOdoh+EBJifrlbWkxE0BOFP23sabyx+Q3mT6ynrCqBz7ZU8kF+Oafm7KcapBjy/ra0gPpWB62WtaTG1zIneS6ffNJ10tDUZFL0QkK82kwhhoQRI2DLFnNaYLWafrnbt8Plx6bxv5Xb2FoezyebrDjPdWK1SN71YJdfmQ/OSCIdFwBw1ykTqd9p6UxrlmwN4S0uV1cxz7IycxHluZMbEtKVkekrbDZzd72lBVasgClT9t89VojuiotNUCMkBBISvNuW7t07wsK++7rLZQIYTU3mO+sJLAQEDL3uWIMojto3rbUDuA1YCmwGXtFa5ymlblJK3eRebTyQp5QqwIye8lPvtHboSkszXwgwX5zSUjh1zKmU/KyE3xz3Y+44OQOAvy8txOWSZJjhakdVM6+s3g24qPF7ghumX09NjaKjo+tEvLXVpH4KIQ6fvz+MHm0ueD3zbW3Q2KC496wpAFjbTuKT7V97r5HioE1Nmsrtk94G/DhjYiLxKrrz2OlwmLtnkq0h9sfTR7+lxdzFPdRim55+9TU1sHs35OWZC/8PP4QvvjAp921tJkssPt4EBwIDj8xnGQjBwebm3dq1JkjsqQEmxL5UV5tuoHFxPTMnBiuLxZwbhISY9nq6qgy1oAb4RsYGWut3gXd7LXus2/OvgHED3a7hxNNnzOk0d95374aMDGvnCdels0fxxGfFbK1o4t1Ne/nBJDnzGo4eXlaE06Vpsn6Exa+CKyZfQfGmriFeW1vN709kpFebKcSQkpJiCpa5XF2pqqWlMCcnhujwWmoaovjXJ+s5ccw8bzdVHEBNcwcvrywF4Iajx7KrAKKjzWv19SaIJdkavkUp9TTwA6BCaz2hj9cV8CBwBtACXK21Xut+7TT3a1bgKa31/Qd6v911ZXz5Zdf8uxVP0Ogq54ep15MSmYhS8GnZYjbXrUVr0Gi0BpfLPHZ0uAvZaQ2qaySDi9JvJj7InNt9UvYWBbvWclzC2YyPnA5AXt0qvih/2/OpPJ8N1fncgkJhcT8qLMyNP41x4ZMA2NaYx7qazxkbNoEp0UcD0NBRy9qazwi0BhFkDSXIFkKQ1UyB1hCCbCFY1eFfnfn5mSBNUZHpUjNxYn/2+hdDSVsbrFt35LpZOVwOWhyNtDlbsFpsxASYdJAWRxMrqz7GpmwcnXBm5/pv7XyKNmcLDu3A6XLgwolLu9Bo0JrO/9zLwvyiuCz99s7tn9r6f7Q7W7l23O8ItAa59/kfSlu2HaCl7u+1+/FH437buf2SXc9S2lLMD1KuIiVkDADfVH7EhtoVndt4tuvvYV58IrAhvM/Pz5w8791rvsxamzGYk5KgsrmS1/Jf4+bjT+P3i/J58KOtnD4hCatFam0MJ9urmnlz3W6U0tTbXub88ecSpGN7DPHa2AhTpw6e4aqEGAqCgkxB5z17zJ3HsDBP8Flx2VGxPLzUyfriaNrsTgL9huAtmiGiormCZz6vpNXu5PjMOKKIoBxz8uwpuCbZGj7pWeBfwH/38frpmJtz4zCj/j0KzFZKWYF/Aydj6s2tUkot1lrn7+/NqjtKe3QLWbr5EbY0bOC4pAVENSficsFHuxbzzt7/HNKHODnl3M7Axuflb7No139IDErtDGxsrlvNk1vvPaR9RvjHdAY21lZ/yl823cq5qTd2BjZ2Nm/lF6vP2e8+QmxhxAaMICEohbjAZObGnc6pyRcD4NIuOlxtBFqDD9gWi8V0Kaipga++gmnT+k7rF8OXywWbNplz2O+TpaS1prxtF1saNlDRVkpV2x6q2vZS2W4eq9r3UttegQuTNnTyiIu4b9pLAFS3l/GL1eeQHDy6R2Djn/m/oMlRf9BtSA4e3SOw8b/i/0ejvY4r0n/RGZj4YM9CVlZ9fEif7fTInxNqDUIpWLT9BdY3fEy69VgCIkxgY/nOD3lt71/3sXVEv52YKH2oOWpDxIwZM/Tq1au93QyfUldnDvbx8ebOu8UCc+fCxEcnsqliE0sufpf73gygtK6Vhy+ZyoLJcgY2nNzxynreWFsKQV9Swp/56IqPGOk4kZISc8fRUzH9uOOGZvrbQFBKrdFaz/B2Ow6VHG+PvOZm+OwzkxqrlBkdZfJkiIptY+zdT2FzjeaOU5P5yfwp3m6q2Ifr3rqND74+BguhvHzDUbSURHemDDc1mTTiGT737fdN/X2sVUqlAW/vI2PjceATrfVC93whcDyQBuRqrU91L/8NgNb6vv29V3Byuj7x5y92zle07cbu6iA+MAU/i0lDqO2opMXRrdpn593XfYsLTMbfEtBj+0j/WEJspoBWk6Oe+o6qblt4hmzoPq9R7jvICk18UDIR/jFYlKK+o4K9rduIC0wkLSwDm8VCk6OGtTXLcdKKQzfh0I106EbaXXW063raXLW4aMKhqkGZwRAvHX07d+Q8AEBh/Xqu/GImxyacxd9mvL6/H1sPTU3mzvy0ab5XO0QcOcXFplj3wQ7l6tTOzoyi0pbt/GjFUVS3l+97A23FpmMIsSYSaIkkJ/IYfjjyVlrtDmrb63ln1ysEW6OZFXsqTpfGqV2sr/4Kh8uFSeqygLZgvnRmMtlXXfM25Udi0Cjzdmj2tuzAhYvEoFFYMG2tbt9Lu7OtZ9O0e6Jb9zZlRsi0WGBkeCo2qwUFlLeU0eZsJTEkkSC/IBRQ01ZDXVtd57bds8XW/vb6TVq3TDy4n+r+ScaGOGgREaZLQXu7uUNYUWFOpi/KuYhNFZtYmPcCt86/j7ve3MhDH2/ljImStTFcbK9q5q11pVgtsNP1H5Ijkjlm5Hw+Wd5VJbq+HrKyJKghxJEQEmLu5ldXm+9caKg5CZuXFMjY1GJ27BjNfz4v4eZjJ+FnHfTltYaljTsisRBKTrI/YyOiWdnWVXS5pQUmfOeSWAwRycCubvO73cv6Wj67rx0opW4AbgDwTxzLxorqbq8GAUHUNHUPZFiAQxvCobqpEfDsQwHhVNMBdA9mHNo+qxo7gL3dloyiugEKKkq6LZvWYxsrEOyeugvygyA/O5UVwTzRvpGYoCD2tBVhc6YSYOmqVl7TXsFVX8xiUtRcpsccz6nJlxBi65maERpqAopr1sDRR/tGHQVxZNXWmmKhsbEHXndV1TL+lvcTYvwTePQok/mQEJhCU0cDUZZsRgbOJ0SNxKZjcbnCsduDaOmw0tThonu6wbYm+Pvutd2WzKYeWFRd3G3Zod9ELmuo7DZnfrmrGmu7LfNzTwevr+3La1swves89nV8aG0/pDfbDwlsiIOmlOnfu3lzVyXd8nK4dOKl/H7573lz85s8fOoj/Ht5kKm1sXGvZG0MEw8v24pLw6jEUorryrkg+2dUV1lwOk3lZU8xLqk4LsSR4+mOAl3B58ZGuHRGNveU7KK+ZSRLNuzh3Gkp3m2o+I42uxNn0/FAO788ZTI7d3alOnd0dA29J4akvu4A6f0s/+5CrZ8AngBIHTNF/3r2bGx+/V0DYP8Z3p67ud3X7bw76/6/S5t0fA24tO68a+vSGof7DrTTpXG6XDi07nze7nTS6nDQ5nDS1uuxob2D2rZ2Wu2aVrsfNS12tlTtdLcjiEQeYnuJhT82rSQrNoo2y2bKWsrY27qQpXsW8uDmX3JO6nVcmHYbycGjOz+Bv785jm7YALNn9x6eUgwnHR2wfr0JNPd1c67D2c6uliLGhOUAMC58Erubi6hqrWBzZTWFNXUUVNUy1vEmTR0O6pvhu51HXCggKjCAsAB/gmw2Am1WAm22Hs8DbVZsFgtWi8KqFFaLBZvn0eKuXqMUSoF2KVwu0E7z6HICmNc6v6zKVLvwDBcfEuIeGjbYfAf8/E05Aoulq55GfzvmL/23L/maikMSH28qZGttvuAlJXBcWjrzRs5jxa4VvF20iFvnHy9ZG8OIJ1vDZlFs63gEgIsmXERxcVf/1IYGU6PF3x9yc3O55557vrOfu+++m9zc3AFsuRBDS0SEuQDu6DDfNZvNDMv4g8wzuMN2JbH22/n38q2cMyUZixyXB5VXVu+iqqmdCcnhzE6N45NPulLgGxpMttuRKFQnBoXdwMhu8ynAHsB/H8v3KzzIxrTkWBoaTBdQT00rz8gIfn7m2GC1fv96Vy6XmTy1X0zx0Z4jsPRIOe82edbrvq5S3x29xdM2zwVXQMC+R3Jwak19WzvVrW1Ut7RS09pGdWsbFc2tbK2po7KllfXllawvrwSspKnXiQzqoMWynm0dT/K/4gdYWPxPjks8h8vSb2dy1DyUUoSGmnpyW7ZAdvb3+1kJ36a1ue5xOLoy6Dz2tpTwxs4nWLTzKWwWPxafsIPGDgcfbqvhKP93KK3v4Hef9ByRLDIggHExkSSGBhMTFEhMUBAxwYFEBwUSFRiA7RAO9E6n+Y63t/ccAcnzffL3N+cEQUHuYEVI17mB5xjQ/flQqH8ngQ1xSAIDTXCjqcmk5tXWmi4Gl0+6nBW7VvBq/qu8fsHl/Ht5EVsrmnhn417OkqyNIe3hj022xrFZfjy3YwOpEalkhc7mq4aufogdHSawASawceWVV7JgwQLy8/PJzs5myZIlpMsYsEIcFk9W3ZYtZiSr8HDYsQNOSB9BRko9FTsq2FYZzwf55Zw2IdHbzRVu7Q4HDy8rAODW48dSVaXM3THVdRGYKP9cQ9li4Dal1EuYrib1Wuu9SqlKYJxSajRQClwMXHqgnQUGwqxZ5rndbmpFtLWZrsONjeaxpcU9+onuO6jgsa/Xul8UWa1dwRLl7m+vVN/Pe19IeV73FMjtHfxwOs3U1mYCfA0N5gLTw8/PE6xRRAWai8Nx0ZHfaW91axsFVTUUVNVSWF3L9roGalr8gVmkMIvQkN0UOx5h+d43WF72BuMjpnPJ6J9x8ogLiYnxZ8cOc0xNSDjQT18MNbt2mYETuv/bb2nYwGOFf+CL8rc7C32OCTqZB775hjV7Gtw1L4yU8FDGx0aTFRNFVmwU8cHBOJ0Kp/O77+XoAAddv/suV9d3oHfQUCnzPQoNNdnQYWHmu+8JAPr1e8aWb5DAhtinfd1Z/+Uv/8L8+Xd29kEsLYVzss7hlndu4cNtH9LhauHW+WM7szbOlKyNIau4som31ptsjV3bngQFO9/dSdTtOUASUMc119zCtdde2yPSvWDBAgoKzIl8QUEBCxYsIC8vzyufQYihJCEB8vPNiY/NZi4CamvhhunXstSvnnVb4vn38iJOzUlADYXbM0PAA8s+p7LRib9/DadkJ7JiRc9st+Rkc7IqfJNSaiGmGGisUmo3cDfuDuxa68eAdzFDvRZhOqRf437NoZS6DViKKS3xtNb6kP5Q+vmZKSzsu0UwtTbHB7vdTA6HmTwBCM9jX8+9qb29K1hTX2++I83N5nnvIIzVas5Tw/wDmTdyBPNGmhttrQ4HW6vr+HxnKZ/t3ENjcwpx/JnwoCbKeI7NdUv5w/or+F/xA/y/mW8RHZXKhg2m3kbwgQdYEUNEQ4MZBSUmxsxrrXlr51P8Le/HdLja8VP+zIv8Mba2kymucfBNTR0KmJ2cwNHJIxkdGoU//p3dsWmF6laTPeHv3zNDwhMA9Dz38zPH/e6PnsBg92WiJwlsiH3Kzc3t7BqglMIzgo7TCcuXd6VllZZCZmYic1Lm8NXur1hatJTzp/+Qfy8vokiyNoa0fy0rwqXhwhkp3H/eK3yT9w2XL7mGIlJIS4vkn/98joCAFNLTex7ACwsLcbmP9C6Xi8LCQi99AiGGlqAgkynV3Gzu5AQGmrobN824iasnOzn6L8vYWFrP51urODZDyv17m8ul+d/XlUAIE8fspbFR0dzcM9tt5Mj97kIMclrrSw7wugZu3cdr72ICH/3Oc/HkaxdHAQFmiojoeRddaxOg6ejomlpaTJZKfb2ZPKxWG2NCY8meGsulEzN5r6iEpdtKaGgNJZhbyfa/iQbbIrbUv8hday/mP3NXYLMpvv0WZs6UIujDgcNh6mqEhppgQqujmfs23sy7pc+DtnFs5L04muexc08r4CDAamV+WgonjxpNkCOEsDCIjDRBxeDgrt9bf3/vBweHMvnRikNmtZoidQ0N5svpcplK/Gdnng3AW4Vv4W+zcOv8sQA8+Vkxw3VY4aFsb30rizbswWpRnf/WP7rwRxStqwMslJRs52c/+zkWy3fvFGVmZmJxH9ktFguZmZkD23ghhrBRo8wJPZiTsrIyE5AO9LNyzTxTHO/5r0v2swcxUFZsq6KpJQSHquAnx86ltNSc+IK5Ix0W1jWylBBi35Qy353QUDPEfGIipKebYa+PPRZOPtlkXEyfDmPGmO9WczM4GgO5JCeTJ848keunTSApNITmDivWlnNJdzzNtaP/jVKKiAiT/VZcfOC2CN9XWmr+joaEwI6mAq5aMZt3S58nWKUww/YaJWXTKG1sJSowgMsmZPLIaSdwzsgJRPuFMH26+V2bOBHS0kyg2lMDS4IaR5b8eMX3kpjY1c8xJAR27jTdUQDe2fIOdqedc6clExXsx8bSetaU1O57Z8InvfB1CU6X5rScRFyWSlzak3mRCjShtYuSkjpGjepZTTw3N5f8/PweGRv5+flSOFSIfhId3dUNxWIxQY26OtjTuIcm64dYlGZZQQUVjW0H3Jc4sp78YpN5EvgVc5Lnsnt3V4G6xkZzASY9hoQ4fFarCXrExZmAx9SpcNxxJhBcXg4WbeW0MaN46LTj+PW8GYyKCMPhCOeRr8v5cpcZknad/RXyCjqorj7AmwmfZrfD1q1mJKr3SxdyxeczKG7MY5T/GYx2PEFlk43Y4CBumzmZR06fz/EJY3G2+pOVBcccYzKJ5LjtHRLYEN9LWJiZ2tpMYKO6GkYGZ5IVm0VtWy2f7/ycQD8rl85OBeCZL3d4t8GiX7XZnbz4jRlO7cq5I5n11CzS/pnG6IkTgCigFaUspKSkkZzcc9vc3Fwz3FuvSQIbg4NS6jSlVKFSqkgp9es+Xo9SSr2plPpWKbVSKTXBG+0U+2a1QmqqyaoDcxezvBy+3PUlv15+CwEhW3G6NG+sLfVuQ4e5+hY7K7Y2oXFxzHg/aqotuFxdwSiLBWJjvd1KIYYuqxXGj4dp00zwt7kZLEoxc0QC950wj2NTk2lzOvl/X6/lD1+8zG/XXsKfd/yAdes0bRIXHrJKS80xeH3dcn637lJaHc3MCrkba8OtNHW4mBgfw99OOpoZMSnU1VhJTjZZQWlpMiywt0lgQ3xvaWnmjhKYPw4VFXBO5jkAvFXwFgCXzxmF1aJ4f1MZe+pavdJO0f8Wr99DbYudCcnhxITX42/1p7m+maL1DZiazqB1ILt2refvf8/1alvFwVNKWYF/A6cD2cAlSqneg9zdBazXWk8CrgQeHNhWioORlNSVVRcWZk7UTkw7mQtzLuS8aabm0Surd0k3QS96a30pTpeFNst6zsk+lu3bu4qGNjaakaR8rf6BEL4oKQnmzTN1OmpqzLIAm5WfzJrMj6ZkY1GKvL2hpDjuZ37ipSil2LQJug1+IYaIjg4zslhkJEyPOZ5Tk67kuJCXKK+aiVNrzspI5/fHzKKt3p+QEPN7k51tupkI75PAhvje4uK6huYKCzPDCp6deQ4KRUVzBQBJEUGcPiERp0vzgvTpHhK01p0ZONfMHc3YmLGU/KyEdT/bwEcfFfP11x+yevUa3n33c8rLv5FMDN8yCyjSWhdrrTuAl4Cze62TDXwMoLUuANKUUjII3iATHt6VVWe1uoMc7RG8fP7L5J56AfFhARRXNks3QS9auHIHAM22j5gTfzL19ab4K5iT6xFSc1uIARMWBkcdZbKkysvNHXulFGeOG83dx84mPMAfqyOb5ZtTqaWeykpTv0gMLbt2gcPlxGaDqtY2OmquY0d1KP5WC7fPnspVk8dTX2chMRFmzKDHiH/C+ySwIfaruLiYnJwcAHJycijuVjUpIMD0I2tqMqnOra2QGTaTsl+U8dL5L3Wud828NAAWrtxJm72PgZuFT1m5vYbNexuIDfXnB5OTALAoCyHOFDo6uvr2+/l1DZElfEYysKvb/G73su42AOcCKKVmAaOAlN47UkrdoJRarZRaXVlZeYSaK/Zn9OiurDo/P5NVB2CzWjhvuvkne3nVrn1sLY6kTaX1FJQ146SBiSNdtNVGd6Yw2+3m7p8UDRViYPn7w5QpkJUFlZV0djeZ4O56MCYqgoqWVu5a9iXvli/j4jfOo7mtw6ttFv2nvR2eWfkqv9g8h49K1nPnh19QXNdAQkgw950wj6NTR9DUZK5/JkyQOhqDkQQ2xH4tWLCAgoICAAoKCliwYEGP11NTTUADzB+Esr0W4kPie6wzLTWKSSkR1LbYWbRe+nT7umdW7ADg0tmjKG8u7czO2bWrKxWvvt50VZIh0XxOX3+me/dVuB+IUkqtB34MrMPT/6j7Rlo/obWeobWeEdd7WBwxIDw/dpfL3I3cvRvsTgeLChax1/EGAO9s3EtT+3f++cQR9spqE1Bqtn7CqWNPZufOrjt/DQ2moKGcNAsx8JQyxUXnzDHfRU+XvtjgIP5v/lGckJZCh9PFkoJW1pbX8rv3/+LdBot+s6PExcul91Fc28pjq3bT0NHBlIQ4/nLSPNIiw+noMNc806ZJN8HBSgIbYr8KCwt7jF5hRr3oEhXVdYfec+LsdJruChvLNwImle/quWmAuSiWPt2+a3dtCx/kl+FnVVw+O5V7PrmHpP+XxBOrnqGsrKt/uNMpadQ+ajcwstt8CrCn+wpa6wat9TVa6ymYGhtxwPYBa6E4aP7+pu94U5M5Tnd0QGOD4ppF1/Dgmt8yKSWYlg4nb2/Yc+CdiX7TZnfy1joT5G+yfcC8hNNxOLqKzjmdZnhAIYT3xMTApElQVWW6XAP4W63cMmMSV07KAiDafiuPrf8va3flebGloj+0tcGO7Rb+MnUpo1x/QmvFqWNSueuYmYT5++NymforU6ea0XXE4CSBDbFfmZmZWNyDLlssFjIzM3u83r36vqcfd22tZuKjE5n02CSKa03XlTMnJREbGkBBWSNfF9cM+OcQ/eP5r0pwaThzYhJRIVbeKnwLl3YxJnAWYO50NDebE4LgYC83Vnwfq4BxSqnRSil/4GJgcfcVlFKR7tcArgM+01o3DHA7xUFKSelKp7ZaoabaynFpxwEweoQZwvDl1dIdZSAtzSujoc1Bu9pCRGgTCc7pBASY19raTOaGnDgL4X0jRpjsqZpup61KKc7KSGd+WgoWAoluv5Or37gFp0u6WvuykhJwulw8ua6IdoeNnLhorp2Sg9WdOldZCRkZpgu+GLwksCH2a8mSJWRlmch0VlYWS5Ys+c463avvBwZCaaliYsJERoSNYHutuZEbYLNymXvo12e/lJu7vqilw8HClWaI16vnjeazks+oaa0hKzaLgPqczmyN5mbTDUX4Hq21A7gNWApsBl7RWucppW5SSt3kXm08kKeUKsCMnvJT77RWHIyICBPQcLnMBfOuXXD8qPkAVLo+IDTAxrqddWwtb/RyS4cPT12TJtuHnDT6FMr2WnqMhjJqlBcbJ4TopBRkZppz2+bm7ssV10+dQGp4CH56BGXlx/DXzx7yXkPFYfly+1p+88kdLNmdx+aqGqICA7h9zlSs7hu7NTUmoDFmjJcbKg5IAhtiv9LT08nLMyl2eXl5pKenf2edsDAICTFFd0JDTZXoh095jF237+LE9BM717tsTip+VsWH+eXsqmkZsM8g+seb60ppaHMwNTWSKSMjeX3z6wCcmX4ujY3mD7/TaS6ioqO93FjxvWmt39VaZ2itx2it/+Re9pjW+jH386+01uO01lla63O11jKsxiBms0FioumO4udnMgLmJJwAwKc7P2SBuwDwK5K1MSB21bTw5bZqAmwWnrrgZq7O+glOJ1gsXenusbHebaMQooufnyko2tzcdRMPzA27X82bib9VE+w6ir9//E1nlrLwHS32Fi5/81KWlq7kvW07sSrFL46aRpS7aFxzs+nWOXGiOU6LwU3+icRhU6qr+r7FYu4MOlsisKiev17xYYH8YNIIXBoZ+tXHaK15zj3E69Vz03BpF28WvAnAUZHndvYNb2w0qe+eeSGE940YYQLPYI7R8eQQFxzHnsY9zBlnlr+xtpQOh8t7jRwmXnUHkM6YmMRFkxaQ6JzdWXS5udkUfPXMCyEGh/Bwc2FbXd1zeWJoCHfMmQlAqP1SLnnhXqkj52N++s7P2VXfRJz9dgCunDSerFhzd85uh5YWUyzU339/exGDhQQ2RL+IizMBDa1NbYWdpscCVS1VbK3e2rneFUeZHNvX1+7G7pSTaF+xflcdW8qbiA315/QJSXy9+2vKmsoYFTGKsMZpndX8OzoguffgoEIIr4qMNAFoz+gou3Ypjk87HoC9bV+RkRBKdXMHywrKvdrOoc7p0ry2ZjcAF84Yid1uMhw99TRaWmDkyP3sQAjhNcnJZqrpVSZu5ogEzhiXhMLKntKTeGDFM95poDhkiwsX85/1zxLf8VvQgcxNSeLMcWmA+XtZXW2ydTxdBcXgJ4EN0S8CA00V9+Zm0y2lqgpe+fYtEv6ewC8//GXnelNHRjIuPpSqpg6WF1R4scXiULyy2pyMnzstBX+bhTc2m6EiT0s7F6dTYbOZO8LBwV1DFgohBgebzfQPbm6GgADzOG+E6Y6yvGQZF84wV9OLZXSUI2r1jhr21LcRGtTGP9bewqdb1uBymSwa6cYnxOCmFIwfb7qmtPTqTX315KmMiHBgJYoH3qtjR6107Rvs9jbu5UdvXUuM/Tb8dCrJYSHcMmMSyl0stLbWZKMnJnq5oeKQSGBD9JvUVHOwV8qcqI0OmIlLu/io+CPaHKYsv1KKC2akAPCq+86VGNxauw0HecH0FLTWnYGN6UHndo5+0tho/gi4/yYIIQaRESOgtdU8t1hgcoQpIPrJjk84bYI5c1teUElrh1T2P1Le21QGQKv1S17Nf4WSPa09jp/JydKNT4jBzN/fDPfZ1NSz3oZVKf547KlYrU34OTM5/z//ky4pg9ztS2+no2kOIc7jCbBauXPudIL8zAHYbjfnsmPHermR4pBJYEPsU25uLkqpzuil53lubm6f60dFdVXfDw2FjqpkpiZOpdnezKc7Pu1c74dTU7BaFMsKKqhobBuIjyIOw/t5e2lsdzBlZCTjEsLYUL6B7XXbiQ9JIMl5FCEhpguSy2WydoQQg09UlDlR09pk1fk3ZJAUmkRFcwX19u1MTomg1e7k0y2SSXckuFya992BjQd/eDX/POVfJDpmExJiXu/oMMEnIcTgFhEB2dnf7ZISGRjIHXOmoHFQVTWRe95/2zsNFAe0rWYbizZ+S5T9WgBunTmJlPCu/ia1tebfWOpq+B6fCGwopU5TShUqpYqUUr/u4/UIpdQSpdQGpVSeUuoab7RzqMnNzUVr/Z1pX4ENm80M/eoZIaOhAU5J+wEAS7Z0DRMbFxbACVnxOF2at9aVDsRHEYfhlVVdfcKBzmyNk5LPwd9mRSmT2h4fL0XvhBis/PxMLaTmZggKgoYGxXGjTHeUZduXcfpEMzqKJ6tA9K/1u+soa2hjREQgZ2ZP4OL0W7Hgh1Lmzq+/v7lgEkIMfqmp5pynrq7n8jkjMpmZavqpvLkygMY2+8A3ThzQA1/9g6iO21D48YNxo5k3siuq3NRkjsVJSV5soPjeBn1gQyllBf4NnA5kA5copbJ7rXYrkK+1ngwcD/w/pZTE2bygd/X9OdEmsPH2lrd7pOV5LpJfWb1b0vUGsZ3VLXxVXE2gn4UfuIeF9AQ2Jvuf21lQqaXF/KEXQgxeKSld3VG0hllxpjvK8h3LOd3dHeXjzRW0O6Q7Sn/zZGucNiEJpRS7d9PZDaWhwRw/ZShBIXyDUpCZaTKtep/C/nrWxYyNiKa+1c6Tn2/3TgPFPlW3VLNwVRH+ehSRgVYun5jZ+ZrWJvifnS3HY1/lC/9ss4AirXWx1roDeAk4u9c6GghTps9EKFADOBADLjLSZG44HKaIZHjTDOJD4impLyGvMq9zveMz44gN9aeoool1u+q81l6xf6+tMQWwTp+QRHigHzvrd5JXmUdEQCRZgcfj72/+rW02KXonxGAXFWUePaNXjbOZwMb2uu2MiglhfFI4Te0Ovtha5cVWDj1aa97duBeARSW5/OL9X7G33NnZDcXhkG58Qvia0FATkOydtaGU4srJ5mL5qc+LqW5qH/jGiX16+JtHCW6/AIDLJ07Az2rtfK22FkaNMtcywjf5QmAjGeheXni3e1l3/wLGA3uAjcBPtdYylqgXWK3mrmBTk0mtbW+zcPKoMwGTteHhZ7Vw7jR3EdHVUkR0MOo+NKGn4GtqRCqld5Tyt5mvEhpkkqI8dxu7/W0QQgxC/v4QE2MyrIKDwa9pNFtu3cbaG9YCcIY7a0O6o/SvvD0N7K5tJTJYsbbqNZZseRubxXTjs9tNFz4ZTUoI3zN6tPkOu3pdceQkRBMVXE9Lh5P73l/rncaJ72hztPHEF5uw6USigxTHjuq6nHQ4TNB/zBgvNlAcNl8IbPQ1xkLvvgunAuuBEcAU4F9Kqe+cJiilblBKrVZKra6srOzvdgq3pCSTngfmTv7sqK7uKN1dMN1cLC/ZsEcq8Q9CX26rYk99GyOjg5gzOqZzeWzACEbaT+rshuJwSF9EIXxFSooJbFgs4HIpYizpnQWiT59oAhsf5pdjd8q9gf7iydaIj9kLSjM1/OQe3VBSUmQ0KSF8UXCwCW7U1n73tbCIrwB4c20Ve+paB7hloi87avYS2HYuAD+aMhVrtwNvdbUZzldqxfk2Xwhs7AZGdptPwWRmdHcN8IY2ioDtQFbvHWmtn9Baz9Baz4iLiztiDR7uIiLMgcHTHSXVcTJ+Fj++2v0VVS1dKc7jEsKYmhpJU7uD9zbt9WKLRV9ecWfSXDB9JBaLwu60o7Wmyv1PaLFAW5v5Nw4L28+OhBCDRnR0V59wf3+ocA+C0tTRxNj4MMbFh1LfauerbdXea+QQonXXaChVrg8BGB/QFdhwOiEhwVutE0IcrrQ0c0x19ro/9+PJNzMuyg+ny8KDH231SttETx/nOXE5Q0gNC2VOcmLn8pYWcy6b3Ls/gPA5vhDYWAWMU0qNdhcEvRhY3GudncCJAEqpBCATKB7QVopOSsHIkeZOlM0G/jqMecnH49Iu3tv6Xo91L5juKSK6q69dCS+pa+lgaV4ZSsF57syaR1Y9wpiHxvDol88TGmrWa2yE9HS52yiErwgIMMGNlhbTR3zbriYmPTqJlAdScLgcnUVEpTtK/9hS3kRxVTNRwTY21LyOTdmYFHFsj24oEhgWwncFBsLYsd/N2kgPy+aKjHlYlOLVNbvYVtnknQYKAOpb7Dz+6TYArpyc05mpqLW5XsnJkYKhQ8Gg/yfUWjuA24ClwGbgFa11nlLqJqXUTe7V/gjMVUptBD4GfqW1lupnAyQ3NxelVI9p3Lgwnn32ecAMLTgzYgEAb2/t2R3lB5OTCPSz8HVxDTurWwa87aJvizfsocPh4uixsSRHBgFm5ITtddvpaLMRFGTuTlgsEBvr5cYKIQ7JyJEmsGGzgcURSnNHK+3OdopqijhtgulX9kFeGU6XjFh1uDzdUDKTO3DhICfiKOIjTCSjsdH8W0hgWAjfNnKkOR9y9Bq2ICMphKNHpODS8MAHW7zTOAHAFS88R0Obg8zIGKYmdZ241tebfz9PcW3h2wZ9YANAa/2u1jpDaz1Ga/0n97LHtNaPuZ/v0VqforWeqLWeoLV+wbstHl5yc3PZtm0b2dlmFN7s7GyKijZw441X0N5u7gpmWUwB0aVFS3G4uo784YF+nOE+kfaMwCG8z1PQ9YIZIzsDV4suXQT/Seav1z7OjBnTefjh50hNBT8/LzdWCHFIIiO7it1ZLPDU/Hep/VUtWbFZjE8KIy0mmOrmDlZur/FqO4cCTzcUV8BqACaGnNTZh1tGQxFiaPD3h4yM746QYrNptjj+jqaDdzbuZVNpvVfaN9wtLfyK9cUmcnHe+FGdyx0OM40b562Wif52UIENpdTflFK/6DavlFJ1Sqlg9/zjSql5B1pPDF0LFiygoKAAgIKCAs46awGpqeaOlFKQHJzOw8e/yKZbNmGz2Hpse767q8Nb6/egew8ILgbctsomNpbWExZg45TshM7A1fisSbBrPGkjEnjrrUVceulV0h9RCB8UHGy6P7S1mcCzf+M4Am3malsp1Zm1IbWPDs+2yiYKyxsJD7SxvvZVAGZEnwyYAtvSDUWIoSM52WTBeYrngzmexgUH0WAz2cp/W1ropdYNbx98a8FCIDEhdUxP6ap2X1sLmZkms1wMDQebsTEB+Lbb/GigUmvt6TswG/j6INYTQ1RhYSEu9y1Al8tFYWEhcXFddwVDQ2GK9RJSwlO+s+3s9BjiwwLYWdPCht0Szfa2xetNbd5TJyQS6Gelw9nBaReexubNtYCFkpJifvrT3xAZKSflQviqlBRobjYX1w0N0NoKDpcDl3Zxhnt0lPc3leGS7ijfmydbY+64ULbWbCbYGs6MpJmACfqPGiXdUIQYKmw2c5HcO2vj4rE30WB7DU0rn26p5JtiKcw8kHbVtLB4fTUK+NnkszqXOxxgtZq/hWLoONjAxkR6BiwmeeaVUuOBLVpr5/7WE0NbZmYmFnfVHYvFQmZmJiEhpspwW5s5eW5sNFPvrAyrRXHmJBNBXbS+dMDbLrporVm8wQQ2zpo8AoA3N7/J1jO3wikaqEdrFzt3VjN6tBcbKoQ4LDExXVX8lYIbl9xE9F+iWb1nNROTI0iODKKisZ11u/oYx1AcFE/GS0TEdgAmhc0n0N9kLDqdIIOzCTG0JCWZ89329q5lWZFTGRc6nnrbGwD8dWmhZCcPoH98tAW7UzMzPpnxI7ruxtXVmeL3Ntu+txW+54CBDaVUFOCvte5eIr17wOJ04P2DWE8MYUuWLCEry4ywm5WVxZIlSwBzR6rJXQjaZoPfLM1l3MPj2FLds4jS2VNMn4a3v90rBeu8aFNpA9urmokN9WfumBgAHl/zuDlS1IYDdsCPkSOTpGioED4sNNSMkOJwmDTcxiYnjR2NfLrjU3d3lK6sDXHodte2sKm0gRB/KyWt7wMwI/okwKSqBwfTObqUGNqUUqcppQqVUkVKqV/38XqUUupNpdS3SqmVSqkJ3V7boZTaqJRar5RaPbAtF4fKaoXx401Byu7OG3UTDba3UJZm1pTUsrywwjsNHGZW7tjFG2t3YVGas0aP68yQ09pklI8Y4d32if53MBkbvbMwoGfA4lTg/QOtp5QKUUo9p5R6Uil12fdvshhscnNzGTNmDPn5+QDk5+czZswYcnNziY01Bw+tTfbG5vKtbKvdxvtF7/fYx+SUCEbFBFPZ2C5pel60eIPJmDlzYhI2q4Ut1VtYvmM5ASqIkbWmOGxqag5PP323RLmF8GFKmT7hjY0QEgLj/I8D4JOSTwA4aXwCAMsLK73VRJ/m+bkdkxHLsh0fAHBciqmvIaOhDB9KKSvwb8xNwGzgEqVUdq/V7gLWa60nAVcCD/Z6fb7WeorWesYRb7A4bPHx5pja2tq17IxRFxFiC6Da+iIAf1u6Rbr5DYBfvvkZYCEgaBPjRoR0Lm9oMEENqa0x9BxMYCMT2OaZUUpZgHnA5+6ioJFa6z37W8+96FzgNa319UBXJyfh83Jzc9Faf2fKzc0lMNAMB+oZWvCHCb/knXNXcOvMW3vsQynFgkkmdOrpCiEGlsuleftbkzp91hTzb/HEmicAaF8Tza6iYgB27tzDSSeNJzc31yvtFEL0j/h4sNvNBfaEUBPY+GLnFzhdTmakRREaYKOoooldNVIm61B96r4jOzs9jGOTTyEjZCZpYRmAdEMZZmYBRVrrYq11B/AScHavdbKBjwG01gVAmlIqYWCbKfqLxWKyNhobu5YFWoM4Jf5qGq3vEuDfyua9DSzNk2y4I2ndrkpKyiNx0cZ56TN73Ixra4O0NK81TRxBBxPYKAFmKqXcA5RxF/CZ1roKmA8sP4j1AFIAz3iezsNuufAZI0eawAbAhNgpJDnmYrVYv7Oe52L6vU1ldDhcA9lEAazaUcPe+jaSI4OYlhpFm6ONZ9c/C8BjN7zB6tVr+OSTNXzzzXto3SyBDSF8XHi4SZ12uSAlfCQpIek0tDewvmw9flYLR481/c0+2SJZG4eize5kRZHJPDxjwih+nfECT8xciVKK9nZzN1e6oQwbyXSd+wLsdi/rbgPm5h9KqVnAKMw5M4AGPlBKrVFK3bCvN1FK3aCUWq2UWl1ZKd9Xb4uNNd3NutfauHjsTaDsVKuXAHhx5U4vtW54+MsHKwCwBa3jlNQTOpe3tJghzyMivNQwcUQdMLChtf4AE7woUEoVAuOAm9wvn47phnKg9cAczD0H6oMtWiqGgBhTqgGXy5zMlZWZg32LveddwIyEMLISw6hvtfOZnEgPOE+mzILJI1BK8cbmN6hurSY9eArTE0wl/5YWpGioEEOE1QqJiaYOUmgo5IQcD8AnOz4BYH6WSSv4VPqDH5JVO2potTvJTgonwj+QykoTzABzFzc1VbqhDCN9/Uv37oNwPxCllFoP/BhYBzjcr83TWk/DnG/fqpQ6tq830Vo/obWeobWeESfpQF6nlClM2T1rIz0ik0lh86lV72OzuPh8a5Vkwx0hLR0OVm4zX7M5CSMICen6GjY1wdix3mqZONIOKsCgtf651jpNa52ptb5Ka+0pkz4XWHEQ6wG8AZynlHoUWNJvn0AMen5+5uS5udkc7JuctZzy/Klk/isTh8vRY90Fk6U7ijfYnS7e3ejuhuL+N3h8zeMAnJ18I0opOjpMte/oaK81UwjRz5KSTKDZau3qjvJpyacAHJcRD8CKomra7JJoebCWF7jra4yL5vlVb9Lsqu0MZLhc0g1lmNkNjOw2nwL0OMHRWjdora/RWk/B1NiIA7a7X9vjfqwA3sR0bRE+ID6+q0ilxw9Tb8KlmiFwPQAvr9rV98bisLy2thiXy592y2bOTu3q+WW3m6LZnhuuYug5rMwJrfU0rbX9INdtdh+4b9Za/+9w3lf4npSUrkJKSZGRFNdsZ3fDbj7c9mGP9TwX1R/ml9PS4ei9G3GEfFFURW2LnbHxoYxPCqOgqoDPSj4j0BLC2emXAmZorHHjzAWQEGJo8KTjag1To0xg47OSz3C6nCRGBDI+KZxWu5OV22u82Erf8ok7wyU6ci83LDuXuwpMGnRbm+n+ExKyv63FELMKGKeUGq2U8gcuBhZ3X0EpFel+DeA6TDfuBnfR/TD3OiHAKcCmAWy7OAwBAebct6Gha9lpo84hyi+B3Y6XAXh1zS4cTul63d+e/GIzABEh20mP6+r5VV9vMmnkPHboki4hYkBERZkDidMJQUGKE2OuBuDZDc/2WG9kdDBTUyNptTv5aLOkPw+UJevNDaSz3N1QPEVDT4y/lFC/cOx28Pc3mTdCiKHD39/cvWppgbFxo0gMSKO+vZ5vy80gZ/MzTXrBJzI6ykEpqW6muKqZ8EAbSWEWJoQdy9GJpwMmBXrUKC83UAworbUDuA1YCmwGXtFa5ymlblJKebprjwfylFIFmC4nP3UvTwC+UEptAFYC72itew4pJwa1lBQzvLOHn8WfE2OvxGktJDq0g/KGdhl5qp9tKW9kV5UNF80cP2ICFveVridzJinJe20TR54ENsSAsFrNAd7T3/D0EVegULxV8Ba1rbU91vVkbSxeL91RBkKb3dlZnfusySPYUbeDp9Y+BcBFY28ETLZGRgYyxKsQQ1Byssmos9lgQljP7ijHZ5ruKJ9InY2D8knnMK9xjA88gQcmfsqtWX8GzIm1pEAPP1rrd7XWGVrrMVrrP7mXPaa1fsz9/Cut9TitdZbW+lxPN273SCqT3VOOZ1vhOyIiICzMZGt5XJP5C14/qoIbj5kEwEtSRLRfPfvlVgBarJ+xYPS5ncvr681gBgEB3mqZGAgS2BADJimpK3I9Jm4kU8JPosPZwUubXuqx3pmTkrAo+HRLBfUtB9XTSRyGZQUVNHc4mZQSwcjoQK5880oaOxo5JvZcsiOn43CYwJREuYUYmqKiuu5mTY44HugqIDotNZKwQBvFVc2UVDd7p4E+xBMAOm5cHDt3mq4nYDJioqMhKMiLjRNCDKi+iogmhMbj54zipDEp+FkVywsr2Fvf6r1GDiFtdidvrCsFICmihsSwrlGT7XYT2BBDmwQ2xICJiDCRUofDHOxPib8a+G53lPiwQOaOicXu1Lyft3fgGzrMLO7WDcXusjM2fALRfkncPc0UD62tNbU1JFtDiKEpKKjrruJRSV11Nlzahc1q4dhx0h3lYLTZnXy5zQzzGmCrYFPNKixWEzFqbjajoQghhpe4OHPO6+xWf9nfH9ob/TgmIwKXhldW7fZeA4eQ9zeV0dZhoV0VcdrI+Z3Lm5pMtlxYmBcbJwaEBDbEgLFYTLTUU0jp9NHnEGwNZ2XpSvIr83us6+mOsmSDBDaOpKZ2B/+/vfsOj6u8Ej/+PTPqXVYvLrIsS5Z7pdiAacYUU7IkATYhIaSwG9I3v5Au0jZl03YJISQkhCQbYAMEm2bAGGwMuFfJki33qmr1OjPv7493RpZl2ZaNNEU6n+eZx5o7985979i+unPuOed9o6IaEbhpWjYRjig+nvYwf72klKSIVFwu+/eWk3Pu91JKha7cXG8PiMRxXDHqDu6f/WU6XZ0ALPT22Vip5Shn9e7eOjpdHqbkJPDwxp/wxbJ5PHfw9xjv5J46o5RSI094+KnXvgDHPFuZ/1wWmxr+G4CnNxzC7ek7C7A6X0+8tweAtrDXuG7syTKUtjbIzw/UqJQ/aWBD+VVmps3YAIiLjOHyUR8G4M9b/nzKeosmZxDmEN7dW8eJ1q6+bxN0PB7bh2L3bnjnHVi3DjZvhrIyqKyEo0dPrbEMFm+UV9Pl8jBrTCJx0S6OHrV3FtMTkgF7TBMm2F/MSqnhKyXFnsdEhK9P/Dv3FnyL6HBbN3GFN7Dx7h6d9vVs3vJmtMwfn8Lbx22Px0vTFtPaau/aam23UiNTbq4thfDJSyygzdVEg2cjuclRHGloZ/VuzYh7P/bWtLDpQDNhDsMNo+eRHGkbGnV22qzE5OQAD1D5hQY2lF/Fxdmp7jrtjUCWjP44AH/Z9hdcnpPTuybFRHBJfgpuj+G1nVUBGOm5GQN1dTZ48cYb8O67sH+/Xd7VZaPzVVVw4ABs2wZvvgmbNtltPEEyu9crO2xGTFfYOqb/djrPr1/fc/L3lQzl5gZwgEopv4iLg6goe/EdFweHDp18LT0+iik5CXS6PLy7ty5wgwxixhjeKLcZLeI4SJu7mYkJ08mKGUt7u9Z2KzWSJSTYcux2byuNKGcMf5hRwVsf2M2d8+xUSU+uO3SWd1Dn8tR6+/nNyxjNF6d/p2d5U5O9QefQb7wjgv41K78SsdPdtbTY5/OyLiE7soBjLcd4bc9rp6x7/RTbrfLl7cFXjtLZCVu2wNq1cOyYrdtLT7epxlFRNjocF2d/mSUl2bt1qan2BLtuHaxcCXv3nhrB97f2Ljcry+0dgoNdyzjYeBBjpCc7wzffd0RE4MaolPIPkZPp0pGRhvXH3uM/3/o5HmOjsFf6Zkcp13KU/uyrbeVgfRtJMeGsO7oMgMszbvZmwejdQqVGur5NRMenjOHoUeGDs3NxOoTXd1ZR09wZuAGGsC6Xh39stH1K5meM6ekJ53bbgEZGxlk2VsOKBjaU36Wn25ONMTbt+bqMjwPwo7d/1HMRDbYcxSHwdmUtTR3BMzvKiROwZg3U1tqTZVLSwBpripwMgMTF2bKVt96Cw4dPbSrlL2/tqqa9282M0Um8dfcrfK/wFeblzgFOlgvpXUalRo60tJPnoh9V3s433vyPnv5HJ/ts1GCM1oL35WusemleKqurlwI2sNHSYmeU0nI+pUa21FQ7w5zv+ioqypb7tnWfYGFhCi6P6flyrs7P6zurqGvtIiqiiZiEAz3LGxvtzVQ9/44cGthQfhcdbXtt+CLXdxbcR3J4BtuqtlFeW96zXmpcJPPyRtHtNqwIgnIUj8dmWbz7rs1ieD+N4MLC7C+5uDhbpuILlPjz+8JL3kyY66dkcvhAJHNTrsbptK/V18PEiVoTPhKJyGIRqRCRShF5oJ/XE0VkmYhsFZFSEbknEONUgy8hwZ7b3G7huqyPctvozxDhtClbM0YnkxQTzsH6NvbV6rSvffkaq6bGtlPbdZi0yGwmJc6mowOyswM8OKVUwIWF2S/ZvbM2/nvfp8l7KJu8bHs99tT6gxo4vgB/X3cQgKPmSY65Tn6PcLn0/DvSaGBDBcTYsSebaY6KHsU3C57h9dtKKU4rPmW9G6bacpSXth/39xBP0dUFGzdCebkNSERHD877hofbrA+n05a1bNhguzcPtY5uN6+U2rm+C5JjOHDAZp6A/XuJidFsjZFIRJzAb4DrgWLgThEp7rPaZ4EyY8x0YCHwcxHRgqVhwNdTp7kZvjT1P/l09iOMjZsIgNMhPdO+rtRpX0/R1uVi7b56RGBP/ZsAXJ55Mx6P4HRqGYpSysrJObUEeXTceAAqW58nKzGK/XVt2sfoPB2qb+PtylrCHLB49Awuy7gJsNeyCQk6xetIo4ENFRDJyfbLs6+J6CU582k5mntaScZ1kzMBeGtXDS2dLgKhu9sGNRoaTgYhBltU1Mkslrfftn07hjJo/+SmLXS57Fzfr29fTUqK/VIDNnVvypShOU4V9OYBlcaYvcaYLuBJ4JY+6xggXkQEiAPqgcD851SDLj391Avv+vqTP18x0QY23tbu/adYt6+eLpeHSRmJrD3xDGDLUJqbbaBIz6VKKbBZuqNG2dnnAK7OvRmAF3e/wO2zcwBtInq+nt5wCGNgVmo2X535IDFhcYC9ns7LC/DglN9pYEMFhIidU9o3r3dkpI2uHjnq5pfv/pKH1z8MQEZCFHPGJtPl8rAyAE3rXC47bWtLy7lLT9rboaYGqqvtn30fra3nDlYkJtoI8+bNtkSlcwj6SHW6OvnRay8DkJ3YxuLRH+qpP2xosAGWlJTB368KCTlA76uqw95lvT0ETAKOAtuBLxhjgmSeH/V+JSbalGmXCzqc1Ty69gm2Ht8KwIKCVADWer/IK2tNZS0AeUkR7GnbTLQzljkpV9LVZe/QKqWUT17eycBGfsIksiLzqW2rJT+nGhF4Zcdx6lu7AjvIEOFye3h6g71kuSx7TM/MJ76mzWlpARycCggNbKiASbdN9numPk1MhGc2rObLr36Z/3j1P6hqsX01Fk+xWRuv7PBvOYrLZWc+aWg4c1DD7bbNRKur7Ul0+nS46ipYuBAuuwwuvRQuusguj44+GeTwTfnVH195SnW1zd6oG+SsxG+8/m3aWwoA+MzEe4iNPXksXV1QWDi4+1MhRfpZ1jccdx2wBcgGZgAPiUjCaW8k8mkR2SAiG2pq9A5/qHA47JfxlhZ4vupXlGz9GI9tfBywgeaC9DjautxsPngisAMNIqt328BGffsOAC5Ouw5xRxEdbQPVSinlk5Jir/NcLttA/9IUmxS55sgyrpiYRpfbw7ObtInoQKysqKGqqRNx1nHI8Y+e5U1NNltOm4aOPBrYUAETEQFjxpyatVEUtZDPTP0KT93+FBlxdn6m6719Nt4or6a9yz/Th7jdNmOiru7M2QtNTTZNOzsb5s+3j6wsexxRURAbay9qk5Pt8rlz4corYdo0m5pcXW2DJmfK4vBNHbt2LezYMTjZG6/teY2H31mBkzhSopzMHpvZ89qJE3aub1+gQ41Ih4He3VVysZkZvd0DPGusSmAfUNT3jYwxjxpj5hhj5qTpbZOQkplpg5wLMm4A4KXdL/e8Nn+CzdrwZSmMdDXNnZQfbybS6WBXhy1DucJbhpKXd7LETymlwF7/jR178tr3qhxbjrJ011LumDsGoCcLQZ3dU+vt51Qvz7OjaXXPcs2WG7lCIrAxgC79XxWRLd7HDhFxi8j7mLNC+Uturj0B+SQlwYeT/4sbJizpWZaTFM303ETau928tWvoy1E8HhtIqK62jUL7U1dnAzNXXAHFxQO/KxcVZQMhl1xiMzrS0mwGx5kCHFFRNrPl6FFYvRqOH7+w3ht1bXV8/fWvc+tTtxLjng/AVXnje17v7LSR7XHjzv+91bCyHigQkTxvQ9A7gKV91jkIXA0gIhlAIbDXr6NUQyox0V58FydcTFxYEnsaK9hTvweABd7Axtsa2ADgnT32c5iYksTe9vU4cLAg40bc7pNZiUop1VtGxslpX2enzSfeOYpddbsYndZAckw4u6pa2FXVfPY3GeGaOrpZtasG8NAS9gbXZn8YsNezMTH295gaeYI+sDGQLv3GmJ8ZY2YYY2YAXwfeMsbUn/ZmKugkJNiTj28mkIgI22vjmJ35irWH11JeW96TtfHyEJejGGNnPjlypP/aPGNswCMlBebNe3+zo8TF2eyNBQvs+1VX28adfYnY12NjbRPTjRsHPnNKQ0cD3135XfJ+nceP1/yYtq4OEs0VAFw6Ouvkeg0webKm7Y10xhgXcD+wHNgJPG2MKRWR+0TkPu9q3wcuFZHtwArga8YY/ZY7jDidNmujoy2MS9KvA2DpTpu1cXF+Ck6HsPVwI00d3Wd7mxHBl7kyIS6dl689zJ8WvEd4dyopKYM3e5ZSaniJj7c3rrq7IcwRxrzkGwF4sXIpi4ptJu2L244FcohB7/WyKrrcHjocpcSEGy5OXQSg2XIjXNAHNhhYl/7e7gT+7peRqUExfryt5/ZJSoJdu+DZsn9y6R8v5SPPfoRrJtm7hCt2VtPpGrpylL17Yd++/u+0uVxQVWWzGmbOHLwgQHw8zJhhMzgSEuw+XP3MMRERYb9sNDbCqlVQWnrqfOi9eYyHH63+EXm/zuN7q75Hc1cz80Yt4kuj38LjiSI7LpbRCbZzdF2dLZXRu4sKwBjzkjFmojEm3xjzQ++yR4wxj3h/PmqMWWSMmWqMmWKM+WtgR6yGQna2DTLPT7flKMvKXwIgLjKMmaOTcHsMa/eO7PsHxhje9vbXKB6VSrgjgslJc2lt1ew3pdSZidhSbN813BWZ3nKUiqXcMM13I08DG2fz0nZ7o7PV+TZXZn2ACGckxtgbkHo9O3KFQmBjIF36ARCRGGAx8MwZXtdmdgFUUlKCiJz2ePjhB3u68IP9At/ZCZOirmJ0wmg2HtvIX8t+SXFWAi2drp4LycF25IjN1khPPz3S291tAwBTpkBRET2dlwdTfDzMnm2zOE6cOFl/2VdSks3gOH7cNhddt86OrXeJikMcvHPoHRo6GpiXfgU/m7San05bTqvH5uZdnJuJiNDYaDNBpkzR6LZS6qSkJHueuzhlMQBrjq6krdumivn6bIz0aV/31bZytLGDuPBwxmfYOV3dbpvxcq5ZtJRSI1ta2snr3ityryNMInjn0DsUZLpJjLblKJXVWo7Sn+aOblbttmUo7c53WJRly1BaWmyZT1RUYMenAicUAhsD6dLvswRYc6YyFG1mF1glJSXs2bOH4mJbSVRcXMyePXv43ve+S17eqWUYSUlwbH8Cjy15HIAfrPoB08baTA1flHYw1dTA1q22p0bfoIXLZQMHM2fahk9DGQAQsX1HLrvM1ghWV/efveFw2M8oPd3OsPLOe938x//+gd+/uJHVq23A48MpP+G/pr7Od8eu5PJxC4iONaw9bGeauSQ3i/Z2GwyZNUtLUJRSpwoLsxfeUe50ihPn0OXpYHnFm8DJaV9Hep8NXxlKakw3N76Zxs92fJ7mZnsODwsL8OCUUkGtdzlKbFg80xOuwmBYvudlFhXb5vlDcb07HLxRXk2Xy0OHo4yYCMPc1KsAez08ZkyAB6cCKhQCGwPp0u9zB1qGEtSWLFlCeXk5AOXl5SxZYpuE5uTYO11ub5WJL2tjYsRCvnTxl3AbN8/u+w4AK8qr6HZ7Bm1MjY22b0Vy8ukXox4P1NbajIasrP63HwqxsXYWlUmT7Mwr/WVvGG+KRlwcbOr+X35R+Sl+v+8BwsPtHcMJCZOZn301GRmC0wm7607Q0NlJekw0ubEJNDfDnDlaB66U6l9uru3n4ytHeb7MlqPMGJ1EbISTPTWtHGs8y9zVw5wvsBMZfYAuTydpUTl0ddkyHqWUOpu+5SgL0mw5yvMVz/eUo7y0XctR+uPrP9LmfJvL0pcQ5gjH5bLfHZKTAzw4FVChENgYSJd+RCQRuAJ43s/jU+ehoqICj8cGJTweDxUVFYD9cp2fb5tY+owaZftIfOOiH1GcVszuptXERbfS0NbNun2DU9vd2mpLOeLi7AmxN1+j0IICm6nhbw6HrdO+7DKIivaw5WAlrxx6mv/e+TXuXj2Pn5d+sWfdualXMza2kFvH3EtYmCEiwh5P70yM947YyP/c7Ezq64WZM7VrtFLqzJKS7MX3pWk2sPHqvhcxxhDudHDxeDsP9prKugCOMHDcHsM7e+yxf37Gx1l61T5uyvoUUVF6XlVKDUx6+sms3OvG3MaX8//Ib294lPn5qSREhVF+vJk9NS1nf5MRpqXTxZu7bBlkm/Ndrsy8DbDfH8aNG5pScRU6gj5Z0hjjEhFfl34n8Edfl37v6494V70NeNUY0xqgoaoBKCwspLy8HI/Hg8PhoLCwsOe1sWNh/357kg8Ls4+oKKgojeJPNz/B/D9dzJHOl0jkg7yy41hPnfeFam+3QY2IiP6zFmpq7EmyoOB97ea8eIyHw02HqaitYFfdLirqKthWtY3NxzfT1Hlq2kaH++Q/9YzoXP6xcCdyhjoZYwxrvYGNwthMiopsI1KllDqTiAhbjhLRPIekiFSOdexn86EKZo0pYv6EVFaUV7OmspbbZ+cGeqh+t/1II80dLtKiYsiMjwHGUlsLeYXar0gpNTBxcfb6s6sL0mMyuSblHqI9EBEG1xZn8symw7y8/Rj3X+XHC9Egd7IMpZQwZ1vPzF0ej17XqhAIbIDt0g+81GfZI32ePw487r9RqQuxbNkylixZQllZGUVFRSxbtqzntchImDABvvOdv/C3v/2q11apwH4WfncB7zjfJdH1Qf6ybhsZWau4Z+bHiY2IPe9xdHbC+vX257i401+vq7OR9EmTBuci1RjTE3Ro7mzm7zv+jsvj4t/n/nvPOnN/P5cd1TvocHX0+x5ZcVlMT5/F6LBZZHsu5uKsK055/UxBDYADjc1Ut7YTFx7B4jnJjB///o9JKTX85eZCzWYnl6Qt5uUjf+W5HS8za0zRKX02ep/fRgpf49TcJHfP8Xs82o1fKTVwvnKUykrbFD4szN5US0qCG6bawMaL249rYKOXl3rKUNZwafpiopwxtLbazy/2/L8OqGEmJAIbavgYP348paWliAilpaWnvT56NHzsYx/l/vs/Sng4zJkzm3XrllNdDbPnuHly70P8atkJ8CTzlZe+x7ff/BaP3PgIH57y4QGPoasLNmywDZuSkk5/vaHBTrs6ffr5pbQZY6hqrWJnzU7Ka8vZWWv/LK8tZ1bWLP55xz8BaHe185kXPsOo6FGnBDbq2urocHWQEZtBYWohE0dNZGLKRIrTipmVNYus+CzvfmzfjT17bKlMZKQd75m+V7hcsKLCZmssmpzBxIKR9QVEKXXhfPXK89Nu4OUjf2XbkV0AFKTHkR4fSXVzJ7uqWijMjA/gKP3vrXLbX+PV+u9y5L3/5L+mrWDUKNv0WSmlBiotDbxV2YRFt/HVN7/KkTfXserj7xAfGcbOY03sq20lL1W/tbd2ulhZUQ3YwMbCzF/a5a12xkKlNLCh/KakpIQHH3yw57nvDt93v/tdSkpKANsTYuJEeOONY3z/+58H4MMf/iA/+ckv2b4tl/su+wK1Vdv463uHKIi5ndKOHzFh1ISe92ztaj1rBofLBVu22IZ4/U3H19xsxzBz5pm72htjONB4gG1V29hZs/OUAEZjZ2O/26THnryNlxqTyidmfIKs+KxT7nS+fvfrpESnkBh19gJtERuZTkmxjU/374ejR23DUKfTBmNE7MPlsgGcilYb2Fgy42SeXt+/D5/efx9KqZHNV44yu/FmXrnmGJ6mTFpaIC5OWDAhlWc3H+HtytoRFdho63Kx5XADYOhwbGPaqC/S2moz/JRS6nz0LkeJj4rmndpl1HQdYkf1Fq4tzuDZzUd4afsxPnvlhHO/2TC3sqKaTpeHUdHdjE6/mMvSb9IpttUpNLCh/KakpGRAX5hzcuDBB7/BgQNHANi/fz9f+9qX+P3v/4/t2+G64mz++t4h0sOu5al/u4vJ6ZN7tr3p7zfhMR4eu/mxUwIeYL/kb91qMzJSUk7fb1ubXefSS20WBECXu4sNRzdwvOU4H5j0AQDcxk3RQ0V0ujtPe4+kqCSKUouYlDqJSamT7M9pkxiTeHL+KYc4eOyWx07bdnzy+deHJCbazJKCApu90dlp6wx9M8w4nRCW1MaeN5uJiwzj0gknD7ykpIS77767pzSouLiYZcuWMV7rVJRSveTkQHV1LGmJsdS22HNNXBzM9wY21lTWcu+CvEAP02/e23OCbo+HbscePNLCjVmfIMKjF9ZKqfN3ajmKcH/ew8wuymB29mwaptZoYKMX3ywxV+dM446ZLwA2g3nsWJ1iW1n6z0AFnbAwOHjwNWAKUIMxHg4cOEBSElRVwdi4USRGh7O3ppVIZvdsV9VSxaZjmzDGkBaT1rP8M8s+g9vlJLJ1AtGMIiUxmsjj0UQ5Y4h0RtHp7uBEewO1zY2kjm6gek8Wd029C4CGjgbm/3E+8RHx3Fp0Kw5xEOYIY+G4hbiNm8lpk3sCGEWpRaTHpgek1jwmxjY67c/vV9lsjYWFaUSGOU95rb/pd/srEVJKjVy+chRjICHBsKa8knHjCnoaOL+3t45ut4dw58hoR//qVluG0ubYzLzUa4jtziNvgg0kK6XU+epdjnJlzk1EdIJD4LKCVOIiwyg92sSBulbGpozccpS2LhdvlNsylMvGZfUsd7kgK+tMW6mRRgMbKigVFSWzc2cHEIlIN2O9862mpcGhAw6mjsrg7SOHWV5axYR0mwKdEZfBoS8dYsvxLT3lHC6X4Ymtf6HD3T6wHe+DiSkTewIb6bHpXJ13NTkJObR1txEXYTuNvvKRVwb3gIfQ8lIb2Fg85fR20WeaflcppXwiIyE1Feqb27hv0xyOtu3nspnHGJeVSEF6HLurW9h8sIF5ecM/ZaG7G9ZU2sBGh2Mzt4z+Bm63XlgrpS5cXJy9QdXVZctSamvtz1ERTq6ZlM4/txzlpe3H+beF+YEeasC8WVFDR7eHmIgGjrnXksNCurvt7InxI6cSUp2DBjZUUHrhhedZvPhj7N6dxNixsfzyl7ZBkMNhgxtzW2xg47n1x7n3kglERdntEiITuHzs5QC0tMDmrR4eyP8/Gp2VHG3fQ4urkU53O53udjrcbXS6OxB3FNkpSWQmJZIYmcio6FGn9b4IVTXNnWw8eIKIMAcLC09v13+26XeVUsonNxfqtsaQGplFY9cJ3i4vZ1zWRcyfkMru6hberqwdEYGN7bs6OdTShIdOIiOrmB17K+mj+p8yXCmlBkLENs/3zY7ybv1SHnz8v7hn9ke4furN3sDGsREd2HjRW4Zy2PMMD1dU8cfUNTQ322zlETYplzoLDWyooDR+/HgqKlbjcEzhd7/bcVpPjLlj0ojc7KSyvpHnX2tn2oRo3G4b4e7stH+2tkJsrJObJt7Y7z48HlsrPmkSw3b609fKqjAGFkyw6Yx9nW36XaWU8vH1j3hwxl9IjkinoT6Mzk7bZ+Pxd/bzTmUtX752YmAHOcQ6O+HlTXX2Z0cZN4y+E09XJN6EQqX6JSKLgV8DTuAPxpgf93k9GfgjkA90AJ8wxuwYyLZq+OhdjtLhqOO9Y6tJLo/j2Q/dS2yEk+1HGjlY18aYlJE39VJ7l5s3dtoylMXjpjE5zV60u1w6xbY61cgoiFUhpaSkBBHB4RCgguuuu4w5cy7nd7/7Xc86kU4nMzJtH42dzcc5etSm7rW02IBFZKQ92cXF9b8PY+xc4QUFwzeoASfLUK6bnHHaayUlJeTn51NWVgZAWVkZ+fn5OiOKUuo0kZE2uBHrySbcaYOkNTVw0fhROAS2HGqgtdMV4FEOrYMHYUe9Pad2OLZyQ+a9xMSc7EGiVF8i4gR+A1wPFAN3ikhxn9W+AWwxxkwD7sYGMga6rRomepejXJl7A4Lwxr43cJsOrp5kr+Fe3nEswKMMjLd2VdPe7WZsfCJfm1nCTbl343LZWbu0DEX1poENFXRKSkowxngf3TQ1rebll1dx772fOWW9i3LsiX7DsSqSkuzJLTbW1tuFh585Nc0X1MjLs4GN4aqpo5t39tTiELhmUv+BjZOf88mHBjaUUv3JzbWzRwF4Iut4bvNbxEeGMy03CZfHsG5ffWAHOITa22HPHthSuw+A0UmQ6plCfr6mQauzmgdUGmP2GmO6gCeBW/qsUwysADDGlAPjRCRjgNuqYcJXjtLcDGnRGUyMnUenu5PX977ODVNtjzTfrCAjzYvbbUB5bsbJZkYtLZCdbUvUlfLRfw4q6MXHw9SpNiPDmJPLZ2dl4BShrLae5s6uAb9fTY29QC8sHN4XpCvLq+l2G+aMG0VKXGSgh6OUCnGjRtlz8PH2g9z6djbf2Hob1fUdzPdOI+1rqjkc7dsHlS2VtHdH4aaFL0z9IiKaBq3OKQc41Ov5Ye+y3rYCHwAQkXnAWCB3gNvi3e7TIrJBRDbU1NQM0tCVv6Wlgdttf740dQkAy3YtY2FhOjERTrYebuRQfVsAR+h/Hd1uVuysAqAp4hUauuzvma4uyDy9J74a4TSwoUJCTo6dp7q+1w3BuIhwpqSn4DGG9ceqBvQ+tbX2RDh58vCP8r5aaj+T6ybrmV8p9f5FRdngRoIZQ378FFrcJ/jLhueYn2+nfV2zpy7AIxwara1w4AD8Zf+fAUiIrWd82HxGj7ap0EqdRX+3T0yf5z8GkkVkC/A5YDPgGuC2dqExjxpj5hhj5qSlpfW3igoBvctRrsq1gY0Xdr1ARJhwVZGNor6y43ggh+h3b+2qoa3Ljcuxj9/vu5/ajmO43RAWBgkJgR6dCjbD/KudGk6KimypSXPzyWXzcuyX9rWHz36id7uhqspOWTht2vAPanR0u3mzwjZaWlR8ehmKUkpdiNGj7Rf9W0d/EoC/7XyM6TnJRIQ52HmsifrWgWfPhYq9eyE83BDutu0Nbhh3EV1dNvNPqXM4DIzu9TwXONp7BWNMkzHmHmPMDGyPjTRg30C2VcOLCIwZY69zi5KmkhYxhqrWKjYc3cANU20ZxosjrBzFV37T7HiT3Jh8G1RvsVNsO50BHpwKOsP8650aTsLCYMYMe+Kvq7Mp0RdlZyDA1qpa2l39N65rb7eZGoWFMHPmyDgRvr27ltYuN1NyEhg9auR10FZKDQ3fDFWLsu8k0hHFlsYVlB46yJyxtoPmu8Msa6O2Fg4dgsREaGmzd8JnJheQnKx3C9WArAcKRCRPRCKAO4ClvVcQkSTvawCfBFYZY5oGsq0afnzlKCLCxaNuAmzWxpWF6USHO9lyqIEjDe0BHqV/2DIUe5OuzbmGKzM/gIjQ2allKKp/GthQISU2Fi691N4pq66GaIliYkoy3R4PW46fXldaXw/d3XDJJZCfP/wzNXx8s6Es1jIUpdQgioz0XlB2JHF11gcB+O3aPzJ/gq8cZfj02Whqgo0bISHRw+HmFho6O0mOiiRR4igsDPToVCgwxriA+4HlwE7gaWNMqYjcJyL3eVebBJSKSDl2BpQvnG1bfx+D8q/YWIiOtteuV2af7LMRHeHkyiIbXH15hGRtrN5dS0unC4/jIC7Hca7Mug2Px96gTEoK9OhUMBohX/PUcBIeDsXFMG8edHTA1GRbavHe4eN0d9uu/U1NtvQkLQ3mzx9Z0/G53B5e26n9NZRSQ2P0aHvuvWXMvQAsO/QnpmfZk+w7w6SBaFsbrF8PEtnKx9dO5087/wFAYVIKWVkyon6nqPfHGPOSMWaiMSbfGPND77JHjDGPeH9+1xhTYIwpMsZ8wBhz4mzbquFNxN68a26GizIWEuWIZcvxLRxqPMTiKbYc5dWygfWVC3Wvem/SNTreJDUyiylJF9Haaps2h4UFeHAqKGlgQ4Wshx4q4ZprIvj1Vz8BwKrKfVyy4Ar+8pffkZEBs2bB9Okjr7nbun31NLR1Mz4tlgnpcYEejlJqmElOtufVaQmXMzpmAnXdRyg9+h7xkWHsr2sL+TTpri6bqeFwwLsN/2BP8w52VNsSm4LEVCZODPAAlVLDWmoquFwQ6YxiVuIiAF7c/SILC9MIdwob9tdT19IZ4FEOLZfbw+vem3TtzvdYmHkrDnHQ3m6neVWqPxrYUCGrpKSE4uICPE1v01W1D0dkJBMvS+HRRz9DcbFNlx5O07mWlJQgIqc9SkpKTlmvdxmKDKcPQCkVFBwOX4M76cna+OWm7zFn7CggtLM2XC7YsgU6O20PjRtz7+YXc14g3GUbh149OZU4jRcrpYZQQoLNSHC74fJM22dj2a5lJESFc2l+Kh5DT++J4WrDgROcaOvGOGroloNcmfkBjLHX9VqGos5EAxsqpFVUVODxeGjbtQaAuujR59gidJWUlLBnzx6Ki+0FdnFxMXv27DklsOHxGJZ7p3ldPEXLUJRSQyMrywYBPjjus6RH5VDRuo7m7p0AvBOiDUTdbigthRMnTpYvigiZ4ZfS6TakR8dw8bTowA5SKTXsORz2HNvSAlfm3sicxOtZkv8vACyabMuvfTexhivf8TU5VpEQkczslCtobbUl5iMtE1sNnAY2VEgrLCzE4XDQtutdAOIKL8Xt6Xea92FhyZIllJeXA1BeXs6SJUtOeX3r4QaON3WQnRjF1JzEQAxRKTUCxMXZu4qO7ni+Ovl/AFh+/McArKmsxZjQOg83NMC778KxYzYN/NkDj1LWsAGA7d4ylIvGpRIVFcBBKqVGjMxMmzmWEpnB94te4ubRtuz62uIMRGB1ZS2tnf3PBhjqjDEs32Fv0rU53uXyjJsJc4RrGYo6Jw1sqJC2bNkyioqK6K49gLTUQmQcG/bXn7LOQEs4QoEvQwXA4/FQUVFxyuu+bI1FWoailBpieXn2juLCzFu5PONmWsxOnM52qps72VPTEujhDUhXF5SVwTvvgMdj7wbuOLGWn+z4d+59Zz7H2w+x9bgtrblmWkqAR6uUGikSE23ZhTEQEwNHjtjl6fFRzBydRJfLw6pdp88GOByUHWviaGM7RhrpclRwU+7HAftZaONmdTYa2FAhq6SkhPz8fMrKygBo2PGmXf7YP09b71wlHKHCl6EC4HA4KOw156Axhld22CnAtAxFKTXUUlN9F97C/5vyP8xJvYqCRNtnY01lcJejGGNnzlq9Gg4ftl32Y2OhzdXCtzd/BLdx8+FxnyM5IpuKOjtJxYICDWwopfwjPNyeY9vaICraw8p9b/L1176Fx3h6ZrwbruUovmyNFsc75MSOY1bK5bS3w6hRaNacOisNbKiQVVJSgjGm57HiiV8A0BSfd1oa9LlKOIZqfAPJFDmfjBJfhgpAUVERy5Yt63ltV1UL++vaiKSbSyakD4sMFaVU8IqIsHXgzc2QGT2GRy5ZwcWZEwBbjhKM3G44fhzWrIFNmyA6GlJSTjaa/nnpFznUVklB/DT+vfCHbD18ApfxMCkrgZS4yMAOXik1omRn28CGQ4T/2nM3P37nh2w4uoFF3sDGivJqut2eAI9y8L2ywwZsRid3sCT3HhzioKUFcnICPDAV9DSwoYaNGblJZCREcqShnR1Hmk557VwlHENhoJki55NRMn78eEpLSwEoLS1l/PjxPa/5Ive3zhnPnsrdwyJDRSkV3HJzbR24z0XjUgFYU1kTVP2OurrgwAF46y3YvNkGMtLTIbJXrGLlsed4/tBjRDgi+cGs/8XTHcm2KhugmZ+v2RpKKf9KTsY7E4hwS86/8bEJXyU1JpW81FgmZsTR3OHivb3BnR13vg7WtbGrupnosDAeueJR7i34FmA/h1GjAjw4FfQ0sKGGDYdDetLzXik9dsprZyvhGEoDzRQZyHq9MzuA0zIxfBHuxVMyA5KhopQaeZKSbOZGd7d9nhoTRZizidYuD89tXx/QsYEd19698OabsHOnrVVPTz89nbmicQs/2PZJAD4/6aeMjZ5MYyMc6rJfGuZPSPXzyJVSI110NMTHQ0cHfHrS17kr7aeMibc3tBYV2+vdV7291YaLl73XsjMz0wl3OBAROjpss+qYmAAPTgW9kAhsiMhiEakQkUoReeAM6ywUkS0iUioib/l7jCo4LPYFNnacWnd4thKOoTTQTJGBrNe39Mb3KCkp4WBdG2XHmoiLDOPSCSkByVBRSo08DgeMGweNjd7n4mBUvH3yRmng7iS63bZ3xqpVsHu3bcSXlmbr1vtaVbWMT76zgMbuehak38iHxn6O2lrIm9hN2fEGwhzCvDy9VaiU8r/cXGhttedat/vkudZ3I+/VsuN4gig77v16eZu9fs9KauwpK29psZ+DUucS9IENEXECvwGuB4qBO0WkuM86ScDDwM3GmMnAB/09ThUc5uWNIikmnD01rVRWNwOnNxktKysjPz/fL6UZA80Ueb8ZJb4ylCuL0okMcwYsQ0UpNfL46p5d3pkHP1iwCIB9h0ZR4+em/R6PbQr69tuwfbttCJqaCmFhp69rjOGve3/BV9bfQru7letzPsJPZz9DTY0wfjwc6qzDY2DG6CRiI/t5A6WUGmIpKTagAdBkjvCLNQ+xtGIpU3ISyE6Moqqpk21HGgM7yEFS29LJ1iMnMHTzu30fosPdBtjzeopWA6oBCPrABjAPqDTG7DXGdAFPArf0Wecu4FljzEEAY0y1n8eogkSY08E1kzKAk1Ofni3TYagNNFPk/WaU+AIbiydnUlJSQllZ2SkZG2VlZdpjQyk1JKKioKAA6r0zbc/JykWAysZ61rzn5s3tu4f8jmJrK+zZY0tONm2ygYz09P4zNABcnm5+tP0+flX2FQyG+yZ+j+/NeIKWxkjS06GwEFbvtv01LitIG9KxK6XUmcTF2V5ALhfs6lzFjzZ/jgfffBAR6WkiOlxmR3l5axUGSIlr4va8TxAdFktXly1BiYsL9OhUKAiFwEYOcKjX88PeZb1NBJJF5E0R2Sgid/f3RiLyaRHZICIbavx9G0n5ja8c5aXtx86x5tA7W7PPC1mvP1VNHWw8eIKIMAcLC9MCGshRSo1MY8bYAEdnJyRERjA+OZFuj4dlNU9x7XOT+fYLD+EZ5Ob9XV1w7Bi8+64tOdmz58w9NPr6695f8NzBR4lwRPKjWU/yyYnf5sQJISoKpk2zad+rd9vrhMsman8NpVRgiNjZUVpa4Oqc24hzJrPp+Ca2HN/ComJ7I+/VYRLYeGmbvSH5ocKFfG7SjwFoaoLRowM5KhVKQiGwIf0s63vrJwyYDdwIXAd8W0QmnraRMY8aY+YYY+akpekdmOFqQUEq8ZFhlB5tYn9ta8DGca5mn+e73pm8vP0YxsCVhWmaLq3et3P1NBKRr3r7GW0RkR0i4hYRbUAwwoWFwaRJJ+u/p2fYYEB1cxQu082PN3+Rh155ha6u97cfj8dmhmzfDitXwpYtNk07Pd2mKp8pQ6OvO/O+wBUZt/DIJSu5Kv3DVFXZkpWLLrLNUA/WtbG/ro2EqDCm5SS+v0ErpdT7kJ5uA7mRziiuTv9XAB7b9Bhz80aRGO0rv24J8Cjfn+YOF+sP1SLA3OyMnuUeD2RknHk7pXoLhcDGYaB3rC4XONrPOq8YY1qNMbXAKmC6n8angkxUuJNrvVHsFwOYtTHQzIn3m2HhO8Ybp2UP8hGokWYgPY2MMT8zxswwxswAvg68ZYyp9/tgVdDJyLCzpLS0wIxMe/OgsTWVTxZ8Gw8evr7pwzz6wgYqKqC5eeDv6/HYu3Z799rpWteuhZoaO/VferqdOeBcGrrq+Mn2z9LUdQKwXxB+PvefFERdQl0dTJ4MM2bYoAbA6kqbrTF/QiphzlC4VFJKDVeJieB02nPh7ePvBeBv2/+G23Rx9aR0wDYRDWXLt9bg8ngYFddBmLMDgPZ2e+yxsQEenAoZofDbej1QICJ5IhIB3AEs7bPO88BlIhImIjHARcBOP49TBZEbp2UB8OK2wJejDKXjjR2s33+CyDAHVxelB3o4KvQNpKdRb3cCf/fLyFTQE7FZG62tUDAqmSink4NNzdw++gGuzrqdNncTn98+j8+vuId/vnGY996D6mpbvtLVZadmdblsBkZ7u20Cum0bvPEGrFkDlZU2iJGebi92HedxBfPDbZ/i/w48zK93fhUAY2zmR3c3XHopjB1rx++zepftr7GgQMtQlFKB5XTa815rK0xKnsGEmFmc6DjBczuf65n2dXmIT/v63KaDAFR2/C8tLpv619JiZ91SaqCCPrBhjHEB9wPLscGKp40xpSJyn4jc511nJ/AKsA1YB/zBGLMjUGNWgecrRyk71sTemsFNz+tdOtL7EYgeFr4+IlcWpmsZihoMA+lpBIA3iLwYeOYMr2tPoxEoKclOy9fW7GByum1jv6O6ngdnPMGdeV/AKWG8WvM4n9o2kd+Uf5PV65pYudIGL1asgNdfh9des5kZmzZBXR0kJJx/qYkxhhOdJ//dfa7oJ1yceh0fzPo61dVQW2szTObPt2PuzeX28M4eG9i4XBuHKqWCQHY2dNhEBm4ebbM2Htv8GFdMTCMq3MHWQw0cb+wI4AgvXHunh7WH7LwPE1KFzOgxeGd6JVVjy+o8BH1gA8AY85IxZqIxJt8Y80PvskeMMY/0WudnxphiY8wUY8yvAjZYFRQiw5xcO9mWowx2E9GSkhKKi4tPmU61uLg4IIGNk2UoWX7ftxqWBtLTyGcJsOZMZSja02jkKiiwmRBT0+wV6daqGqKc0Xxl8q/4x8KdXJP1QTo97fz1wI/45PZ8nq0voTNmD2lpnPJIT7dBDadz4Pt2eVy8cuTv3LVqBl/ZcCvGGFpaIKqtgAcLXmFyVj6zZ8NVV9kmob7Sk962HWmkqcPFuJQYRo+KGaRPRSmlLlxios00MwaWjLuLCIlixb4VHG892DNz02shWo7y+rY6XB4HXbKf2/JuA2y2RkZG/+dopc4kJAIbSl2Im7xf9l8YgnKUioqKU6ZTraioGPR9nMvRhnY2HjhBVLiDq7QMRQ2OgfQ08rkDLUNR/YiOtsGNsZH2YntrVS0e7+233Nh8fjz7af40/12mJ8+noauW3+9+kFtXTuBPlf953vvyGA+VTTt47sDveXDLPdy6Mp9vbb6L3c3bONq6n4ojVURFwdy5NpgxY4YNmJztYtlXhqLTvCqlgkVkpO0r1NEB8eFJXJb6LwD8acufuM47G+CrZaFZjvK3dbZ7gCt8E1dm2cBGe7vOhqLOn+auq2FrwYQ04qPCKD/eTGV1CxPSB28S7MLCQsrLy/F4PDgcDgoLCwftvQfKl4lyVZGWoahB09PTCDiCDV7c1XclEUkErgA+4t/hqVAxbhycOBFL8rYoTnR2cKCxibykk7OLTE2+mD9cupr1dW/wwqE/s/L4s0xPnt/z+j/2/5bN9au5bcynmJN6JQCVTTvY0bCWqvZDVHUc4ljbfnY2buypx/bJjsrn9syv8eGiuykujDyt1ORceqZ51f4aSqkgkpMDpaU2ePyBvHtZUfM3/rT5T2z+9NdxOoR399TR2NZNYswAa/aCQGubYePRWiCSWVmjiHLG4HLZmbaSkwM9OhVqNGNDDVsRYY6eKPZAylEG2jujpKSEsrKyUzI2ysrK/F6K0lOGMlVnQ1GDYyA9jbxuA141xgRuPmUV1JxOmDFDmJXlzdo4XnvaOiLCvNSr+d7MJ1h+7XFmjFrQ89r6ujdYfvTv1HScTBhacez/+MG2T/L73Q+y9NAfWV/3Bi2uRjKjx3B1xoe5b+yv+NXktSxdVMH3b/sUl150/kGNpo5uNh9qwOkQLslPuaBjV0qpoZCcbGdGAZibdgWZkeM53HyY9cfeZN64Ubg8hpUV1YEd5HlasbWObnckLqnmQxNstkZzs+3VdD5liEqBZmyoYe7GaVn8Y+NhXtx2jM9fXXDWdUtKSrj77rtZsmQJZWVlFBcXs2zZMsaPH3/aeoHop9Hb4RNtbD7YQHS4kyuLNF1aDR5jzEvAS32WPdLn+ePA4/4blQpFYWFw80WprNh/iPWHa7i1KP+M68aEnZpR94kJ32RB+o3MTLmsZ9nkpIu4IeejZESPto/I0WTKdBIll+hoyMuzNdlRURc+5nf31OH2GOaOSyY+KnTueiqlhr/YWIiJsbNIRUQ4WJL7CX6/51s8tvkxbpz8M97dW8fy0uPcOrPfnt9Bx+OBx9auBSAsspxpyR8HbI+mbL1npy6ABjbUsDY/P5XE6HAqqprZXdVMQUb8WddfsmQJ5eXlAJSXl7NkyRJKS0v9MdTz8vJ22yDqqknpxETof2OlVHC6fGIqIlDZeIJjNW6y0gZ2C64wcQaFiTNOWbYg4wYWZNwAQFOTrTXPzbV12ImJp07XeqFOlqFowFgpFXxyc2HvXttv47ZxH2dt9QpuyLudRQWZPLisjDcramjrcoXEteGJE4YdNY1AIpfk5iIidHXZUpuEhECPToUiLUVRw5otR7Gzo7w4gHKUYGgKOhAveI/lpqk6G4pSKnglx0YwNScRl8fDoY46qqtPTll4IdraoKoK4uNhwQKYOtVO1zoYQQ2A1bttycwC7a+hlApC6engcnl/js7h59Pe4OLYO8hJimbmmCTau928vjM0ylH+vGYTbncibk7wkcKTZSjjxg3eOV2NLBrYUMPeDd4v/y8OYHaUwsLCU6ZxDURT0HM5VN/G1kO2DGVhoc6GopQKbr4mnNWOWiZPtsuqq6GmBlpb7fSFZ9PVZS92q6vB4YCLL4Y5c2xwYzAdrGvjQF0bCVFhTMtJPPcGSinlZ3FxtiSls9M+T0iAQ4ds+cbN0239xtItRwI4woHp6IDHtr4GQHZyI5kxuQC43TZ4o9SF0MCGGvbmT7DlKLurW9hV1XzWdZctW0ZRUREARUVFLFu2zB9DPC++RqhXT0onOkI7KymlgpuvrOOdPbWMGQPz58PChTBtmk05rquzQY4zPVwuSEmBmTPhkktsCvZQWF1py1DmT0glzKmXR0qp4CMCY8dCS4t97nTCruZN3PPsZ8hNr8Yh8NauGhraugI70HN4bccmGlttIOaeyYsBm5GXnGz7iCh1IYK/AEup9ync6WDx5Eye2nCIF7Yd48vX9n+br6SkhAcffLDneVlZGfn5+Xz3u98NeLPQ3nwlNTdN0zIUpVTwmzUmmZgIJxVVzVQ1dZCREEV0tA1qZGfbjA2Xy95x9D2MoWcdf3XGX73LlqFofw2lVDBLS4OyspPP32n+X548+CjRMYb5E+5l9e5aXt5xnDvnjQncIM/CGDi4fzRhHCM2sps5mbZJf0sLzJgR2LGp0Ka3JNSIcKM3CLB0yxHMGfKeS0pKMMac9gimoMa+2la2HW4kNkLLUJRSoSEizMEl4+3Uqb4eFr2JQHi4vUuXmAipqfbCPS7Of0ENl9vDmj2+wIb211BKBa+YGNtbqL3dPr99/Ce5LfPLfHLyF3vKUZ4P4nKUhgZYc9jepLt+/CREBI/Hlhqm6Czb6n3QwIYaEeZPSCU9PpL9dW1sOngi0MO5YM9sPAzA9VOziArXMhSlVGjwBQverAjOpnZbDjXQ3OFiXEoMo0dpHrQaPCKyWEQqRKRSRB7o5/VEEVkmIltFpFRE7un12n4R2S4iW0Rkg39HroJZ73KUcXFFfHbCz4nvKOa6KZlEhDlYu6+eY43tgR1kP4wxvLfzMJtrbWDjsjE2ENPSApmZEBERyNGpUKeBDTUiOB3Cbd55vf+xMXij2Gfj8Rie3WQDG/8yKzfAo1FKqYG7qsjOTvVWRQ1dLk+AR3O618qqgJPjVGowiIgT+A1wPVAM3CkixX1W+yxQZoyZDiwEfi4ivb/eXWmMmWGMmeOPMavQkJJiSzp8Sci+JqJODFcXpWMMvLD13E3z/e250hf40Ct30O5yMS4xgdwEWx7um75bqfdDAxtqxPiX2faM+cLWo3R0uwM8mvP37t46jjZ2kJMUzUV5Q9Q9TymlhsCYlBiKMuNp7nTx3t66QA/nFMYYXvUGNhZN1sCGGlTzgEpjzF5jTBfwJHBLn3UMEC8iAsQB9YDLv8NUoSYy0s4e0tpqnzscsOHEciY/PInstKMAPL81+G7krdqzgSj3AuBktobLZcsRk5ICODA1LGhgQ40YEzPimZabSHOnq+ciNpT4ylD+ZXYuDodO8K2UCi3XFtugwWtBdv7dU9PCvtpWkmLCmTM2OdDDUcNLDnCo1/PD3mW9PQRMAo4C24EvGGN8aU0GeFVENorIp8+0ExH5tIhsEJENNTU1gzd6FdRGj7YzifhUm3IONO/lsZ1fIS7SyY4jTeypaQncAPswBq6P/zaJ5nIA5nsDG01N9lj81VNJDV8a2FAjiq+EwxckCBUtnS5e3nEcgH+Z1feaSCmlgl/vwMaZmjgHwqs9ZSjpOs2rGmz93YXo+4//OmALkA3MAB4SkQTva/ONMbOwpSyfFZHL+9uJMeZRY8wcY8yctDSd1WekSE62mRoebxjsrgmfZXzMdA407iYjxZahLN1yNIAjPFVjI7x78Dguj2FS6ijSYqIBm7GRpRP9qUGgv8HViHLz9GzCncLq3TVUNXUEejgD9vL2Y7R3u5k7LpmxKbGBHo5SSp23qTmJZCZEcbypg+1HGgM9nB6+DJJFxZkBHokahg4Do3s9z8VmZvR2D/CssSqBfUARgDHmqPfPauA5bGmLUoAt38jOhuZm+zzMEcZXih4GYF39bwFYuvVoUASSl1Ys5emNr7Ghxv7zX+DN1ujogPh4+1Dq/dLAhhpRkmMjuLooA4+Bf24OvtrDM3nG2zT09tnaWUkpFZpEJOjKUaqbOth8sIHIMAeXT9RpXtWgWw8UiEietyHoHcDSPuscBK4GEJEMoBDYKyKxIhLvXR4LLAJ2+G3kKiRkZ0Nn58nnF2VfyrWp99DCRpxhreyrbQ14ILnD1cG/v/jv/Nvq2ymtq8EpwqW5NkWjuRnGj7fTfiv1fmlgQ404viai/9h4OCii2OdyqL6N9/bWExXu4IapmqunlApdwRbYeH2nnX52wYRUYiLCAjwaNdwYY1zA/cByYCfwtDGmVETuE5H7vKt9H7hURLYDK4CvGWNqgQzgbRHZCqwDXjTGvOL/o1DBLCnJZm64erWb/ezEn5AQkcgJswKA5wNcjvLb9b/lSPMRxjjvwADTM1JJiIzA47EBDa2eUoNFAxtqxFlYmEZKbAS7q1sCHsUeiGc32cyS6yZnEh8VHuDRKKXUhbt4fArxkWGUH2/mYF3buTcYYq+V2d5FOhuKGirGmJeMMRONMfnGmB96lz1ijHnE+/NRY8wiY8xUY8wUY8xfvcv3GmOmex+Tfdsq1ZvTaadJ9ZWjAOSOSuOjOT+iNewtAJZuPYLbE5gbec2dzfzo7R8BkOm4GYDLxthecb6moeF6aasGiQY21IgT7nRw8wxb2xfsTUSNMTy72TsbyiwtQ1FKhbaIMAdXFNrbc696gwqB0tLpYs2eOkTgqiINbCilQlNWFnR3n7rsA2M/xfikeLrlODXNXazd5/9ptl0eF//67L9S21ZLYfRijjVDhNPB3Bx7vu3qghzth68GkQY21Ijk61Xx/NajdLrcAR7NmW04cIIDdW1kJkQxf4LWfyulQl+wlKOs2lVDl8vDrDHJpMVHBnQsSil1oRISICrq1OBGYryT+3J/S5vTZm38+d1Sv47JGMN9L9zHsl3LSAhPZkHCdwCYm51BdFhYT9PQhIRzvJFS50EDG2pEmpydSFFmPA1t3awsrw70cM7oHxtstsZts3JwOrSzklIq9F1ZlE64U1i/v5761q6AjcMXWPEFWpRSKhSJwNixtrSjt+lpc7g01xdIrqWj29XP1kPju29+l8c2P0Z0WDTfzn+B3Sds1MVXhqJNQ9VQ0MCGGrF8WRv/tyE4y1FaO128uN3OQ65lKEqp4SIhKpyLx6fgMfBGgALL3W5Pz74XaWBDKRXi0tPB3ScBOT4ePpbzddzOg3g8Ufz0jRf8Mpbfrv8t31/1fZzi5NtFT5GbMJUDjc3EhYczIzMNt1ubhqqhoYENNWLdOjOHiDAHb1RUs7+2NdDDOc0/Nh6mpdPFnLHJTEiPC/RwlFJq0JwsRwlMn431++tpbO8mPy2W8Wl6flVKhba4OBvI6Og4dXla3CguybURhOO1o4d8HM+UPcNnX/osAD+e/ztmxCxhXZVtgn9xbibhDgfNzdo0VA2NkAhsiMhiEakQkUoReaCf1xeKSKOIbPE+vhOIcarQkhoXya0zsjEG/rRmX6CHcwq3x/SM6d4FeQEejVJKDa5rJtnAxqpdtXR0+7/P0aulvjKUTL/vWymlhsLYsdDScuqy+Hi4JfNGAFbsrKal00W3u7ufrd+/t/a/xV3P3oXB8ODlP2CGuZekJMPbh+x0s74yFG0aqoZK0Ac2RMQJ/Aa4HigG7hSR4n5WXW2MmeF9fM+vg1Qh6xPeoMHTGw7T2DY0J/oLsWJnFfvr2shNjmbRZL3wVkoNL9lJ0UzNSaS9283bu2v9um9jTE9/DZ3mVSk1XKSmgscDptfMriKQlRjNpNRkOl0e/vzeFgofKuSl3S8N+v7f2PcGXe4uPjv3s9yR8w08HtjbdILq1nZGRUUyKW2UNg1VQyroAxvAPKDSO593F/AkcEuAx6SGiaLMBC4rSKW9283f1x8M9HB6PPa2zda4Z36eNg1VSg1LvnKUl3f4txxlx5EmjjS0kxYfyYzcJL/uWymlhkp0tO210TdrIyEBZo+yvdp+t2oP+07s5/Etjw/6/h+88kGev+N5/vPyX7N3r5CUBM+V7wHg8rG5OEVoatKmoWrohEJgIwc41Ov5Ye+yvi4Rka0i8rKITO7vjUTk0yKyQUQ21NTUDMVYVQjyZW38+Z39dLs9AR4N7DjSyNp99cRFhvGhOdo0VCk1PN00LQuAl7Yfo7nDfxlzT22wQewbp2bh0MCxUmoYGT8e2ttPXSYCl43OJS0mmqbWOO6f9hh/uPkP73tfVS1VfOuNb/F8+fM9y24uvJl9e52Eh8O+xgY2HKsm0unk5ol5uN3gcGjTUDV0QiGw0d9Vh+nzfBMw1hgzHfgf4J/9vZEx5lFjzBxjzJw0/V+lvK4oSGNCehzHGjt4yTsLSSD5sjXumDua+CjtrKSUGp7Gp8VxUd4o2rvdLN161C/7bOty8fxmu6875g19Iz2llPKnpCSbodE3uJGS7ODanAkAlO8fT2x4PAAdrg5uefIW3jv83nnv67ny5/jh6h/y/VXfx3jrXxoa4PBhSEyEp8t2A7B4wlgSoyK1aagacqEQ2DgM9L76yAVOuQIyxjQZY1q8P78EhItIqv+GqEKZwyF8Yr7N2vjj2/t6Ts6BUNXUwbKtR3EIfOzScQEbh1JK+cOd88YA8OS6Q+dYc3C8uO0YzZ0uZo5JoihTi7yVUsOLCOTnQ3Pz6csXjs0lNTqa3dUtvOi9kffr937N0oqlXP6ny3ng9Qd4YusTvLHvDSpqK2jpOlnTYoxh9YHVPLH1iZ5lH5v+MT467aP8evGvERGMgfJyiI2FPSca2OjN1rhl4njANg3N1URkNYTCAj2AAVgPFIhIHnAEuAO4q/cKIpIJVBljjIjMwwZs6vw+UhWyPjArh58tL2fr4UY2HjjBnHGjAjKOJ97dj8tjuGFqJqNHxQRkDEop5S+Lp2SSuDSc7Uca2XGkkSk5iUO6vyfX2wDKnXPHDOl+lFIqUNLSIDISurtPzY5ISXaweMwE/lqxnV+/vosbp2bxpUu+xLGWY/x67a/5yZqfnPZeCZEJ5MTn4BAHpTWlJEQmcGvRrSREJhAdHs0Tt50MdFRXQ309ZGTAU6t3AXC9N1ujo8NmksTHD/nhqxEs6DM2jDEu4H5gObATeNoYUyoi94nIfd7Vbgd2iMhW4L+BO0wgb7urkBMV7uQjF48F4A+rAzP1a3uXm7+ttbXf9y4YH5AxKKWUP0WFO7ltpm2b9eQQN3DeVdXMxgMniIsM46bpWUO6L6WUChSn02ZtNDae/tpNU3JJiYxmT00rL2w7SoQzgl8t/hXLP7Kcr176Ve6ccieXj72c/OR8Ip2RNHU2sbN2J6U1pYyKHsUXLvpCv5nNbjeUldkSlF11J9h0vIYop5NbCvMBaGqCvDxtGqqGVihkbPjKS17qs+yRXj8/BDzk73Gp4eWjF4/lkbf28GrZcQ7Vt/k9Y+KZTYdpaOtmxugkZo9N9uu+lVIqUO6cN4bH39nP85uP8o0bJhETMTSXJr5yl5tnZA/ZPpRSKhhkZdmyELfbBjp8wh0OPjh5Ao9s2s7PX9nNTdOycTqERfmLWJS/6JT3MMZQ317PkeYj1LfXMzd7LrERsf3u7/Bh6Oy0WRlPr7e9Na4vGEdCZIQ2DVV+E/QZG0r5S3pCFEumZ+MxJxt4+ovbY/jjGrvPe72ztCil1EhQmBnPzDFJNHe6eHHb0DRw7uh28+zmw4CWoSilhr+ICBgzxmZK9HVlXi7pMdEcbGjlb2+fuXGziJASk8K0jGksHLfwjEGN6mooLYXkZKioO8Hm4zVEhTm52dtbo7FRm4Yq/9DAhlK9fNJbAvK/aw9yoK7Vb/t9esMh9ta0kpMUzfVTMv22X6WUCga+YIOvB8ZgW156nIa2biZnJzA1d2j7eCilVDAYM8b22ehbORLmcHB7cQEAv1m5m/oGzwXv4/Bh2LDBBjXCwuDpUputccMEm63R7Z3Je7xWWCs/0MCGUr0UZyfwgVk5dLk9/ODFnX7ZZ2N7Nz9bXgHAA9cXEebU/5ZKqZHlpulZxEWGsfHACXZVNZ97g/PkK0O5Y55mayilRobYWEhPh5aW01+7YmwOGbExVLW38tsXjp42Pey5GAN79sDWrZCSYjNEKupOsKWqhuiwsJ5sjRMnoLgYoqIG4YCUOgf9BqVUHw8sLiI2wslrZVW8tatmyPf3q9d3Ud/axby8Udw0TRvaKaVGnpiIMG6ZkQ0M/tSv+2tbeXdvHdHhzp59KKXUSDB+PP0GLcIcDm6fNAGApXsrWb/B05NdcS4eD+zcaXt4pKfbTA2Ap0rtTCg3FIwjPjKC5mYYNQqy9bSr/EQDG0r1kZ4Qxeeutil6Dy4rpct14Sl657Krqpkn3j2AQ6BkyWRE20WrABORxSJSISKVIvLAGdZZKCJbRKRURN7y9xjV8HSnN5vi2c2H6eh2D9r7+spbbpyWRUKUFnkrpUaOpCTb0LO/4MYVY3PIjI2hqq2VlXuPsnWrzbBwn+X063LZLI0DB+y0rg7vN8ny2nq2VtUSHRbGkol5eDx2n8XFOhOK8h8NbCjVj3vmjyMvNZa9Na088e7+IdmHMYYHl5Xi9hjuumgMxdkJQ7IfpQZKRJzAb4DrgWLgThEp7rNOEvAwcLMxZjLwQX+PUw1PU3ISmZKTQENbN8tLjw/Ke3a7Pfxjo7dp6LzRg/KeSikVKkRgwgRo7qfCz9mr18bLh3ZTf8LDe+/BihWwaRMcPQqtvdrNdXXBxo1QU2MzNXoHLJ7y9ta4sWAc8RER1Nfb/cbHD+XRKXUqDWwo1Y/IMCffucl+n/v167upae4c9H0sL61iTWUdidHhfOXawkF/f6UuwDyg0hiz1xjTBTwJ3NJnnbuAZ40xBwGMMdV+HqMaxu7wNhH9zcpKut3vP1vuf9cepLalk4L0OGaN0Wm0lVIjT2oqREbSb6nJ5WOyyYyL4XhLG9uajpKebhuBNjfD9u2wahWsXAkVFbB2rV2eknLqe+ysrWdbdS0xYWEsmTiejg7bcyNPJ/lTfqaBDaXO4MqidK4sTKO508XPlpcP6nt3dLv5wYtlAHxl0USSYyMG9f2VukA5QO8GB4e9y3qbCCSLyJsislFE7vbb6NSwd/vsXMalxLCrquV9T7td1dTR05j5K4sKtdRPKTUiOZ2Qn2+nXT3tNYeDD06yWRtP7qjgUFMzDgfExdmASHo6REfb2U88Hhv06K2uvYM/bi4F4MaJecSGh9PYCFOnnuy9oZS/aGBDqbP49k3FhDuFpzccZuuhhkF730dX7eXwiXaKMuO5S7v0q+DR3ze/PhPFEQbMBm4ErgO+LSITT3sjkU+LyAYR2VBTM/RNeNXwEBXu5Hu3TAFsY+VD9W0X/F7ff6GMlk4X10xK57rJGYM1RKWUCjlZWbZ0pL/+GZeNySYvKYHa9g7+32tv88qeA5hec8SGh9teHXFxp2639shxvvzqKvY2NDEqKpIlBXk0NtpmoampQ3s8SvVHAxtKncX4tDg+Md/m0n31H1tpbBtgy+iz2HTwBA+/WQnAd5dM1uldVTA5DPRuRJALHO1nnVeMMa3GmFpgFTC97xsZYx41xswxxsxJS0sbsgGr4efyiWksmZ5NR7eHkqWlp1xgD9Rbu2p4YdsxosOdlNysjZmVUiNbRASMGWObg/bldDj4/sJLuHJcLl0eD7/ftIOfvLORps6uft+rw+XikY3b+ek7G2np6mZGRho/vXYBkY5wXC4o1OpqFSD6jUqpc/jc1QXkp8Wyq6qFex5fR2un64Lfa+exJj7+x3V0dHu4Y+5oLslPOfdGSvnPeqBARPJEJAK4A1jaZ53ngctEJExEYoCLgJ1+Hqca5r594yTiI8NYUV7N8tKq89q2o9vNd57fAcAXrikgNzlmKIaolFIhZfx4m3XR0HD6a9HhYdw/dzpfvngmMeFhrD9axZdeXcXWqlMzLveeaOSrr7/Na3sPEuZwcM/0Yr552VySo6Kor7ezoERH++d4lOpLAxtKnUNcZBh/ufcicpKi2XSwgc/8ZSOdrvOfinB/bSsffWwdTR0uFhVn8INbpwzBaJW6cMYYF3A/sBwbrHjaGFMqIveJyH3edXYCrwDbgHXAH4wxOwI1ZjU8pSdE8f8W29t+Dy4rpeU8AsoPr6zkQF0bhRnx3LtAu9cppRTYrI05cyAqqv/gBsD80dn8YtHlTEodRUNHJ99btY4/by2jy+1macVevr5iDUebW8lNiOMnV8/npol5OERoaYHERMjp25VLKT/SwIZSA5CdFM1fP3kRqXGRvF1Zy+f/vhnXeXTsP9bYzr/+YS21LZ3Mn5DCf985U0tQVFAyxrxkjJlojMk3xvzQu+wRY8wjvdb5mTGm2BgzxRjzq4ANVg1rd100lum5iRxr7OBXr+0a0DaV1S389q09APzwtimE63lWKaV6REbC7Nm2b0ZTU//rpMVE8+DCi7lzykQcIizdtY9PLnudP2/bicsYFueP5afXLGBcUgJgp4Fta4PJk8Ghp1wVQPrPT6kBykuN5S/3ziMhKozlpVV87ZnteDznrv2ua+nkI39Yy5GGdmaMTuLRj84hKtzphxErpVTocjqEH942FYfAn97Zz/bD/bT078XtMXzrn9vpdhvumDuaOeNG+WmkSikVOqKiYO5c+3NLS//rOEW4fVIBP7zyEjJiY2jtdpEQEcHX58/hU7OmEOm017EdHTb7Y/Zsm7GhVCBpYEOp8zApK4E/3TOP6HAnz2w6zKf/soE3K6r7zd5o6ujm6fWH+PCj77GnppWizHgev2cusZE6/5VSSg3ElJxEPnbpONwewwd/9w7/tbyi37KUt3bVcMOvV/Pe3npGxUbwtcVFARitUqcTkcUiUiEilSLyQD+vJ4rIMhHZKiKlInLPQLdV6kJFR8O8eeByQWvrmdebmJLMz6+9jM/Nm84vr7ucOdknZ5hqabGZGpdcYqeFVSrQ9BuWUudp9thkHr17Nvf+eQOv76zm9Z3VpMVHcvP0bG6dkUN1cwfPbj7C62VVdLpswGNcSgxP3DuPpJiIAI9eKaVCy1evK6SmuZMXth3joZWVPLn+IF+6diIfnjOaypoWfvRSOat22QZ3OUnR/OyD00iO1XOtCjwRcQK/Aa7Fzii1XkSWGmPKeq32WaDMGLNERNKAChH5G+AewLZKXbDYWBvceO89OxVszBn6LEeHh7FwbO4pyxobbdnJJZecPg2sUoGigQ2lLsBlBWm88ZUreG7TEZ7bfIS9ta089vY+Hnt73ynrXTx+FB+YmcuN07I0U0MppS5ATEQYD901i3vmn+CHL5ax6WAD33xuBw+v3MOxxnY8BuKjwrj/ygl87NJxWuqngsk8oNIYsxdARJ4EbgF6BycMEC92TuI4oB5wYWecOte2Sr0v8fFw0UU2uOFw2DKVc6mrs8GMWbMGtr5S/qLftJS6QLnJMXzu6gLuv2oCWw838uymw7yy4zhJMeHcMiOHW2fmkJOkc14ppdRgmD02mWf+7VJe2n6cH7+yk0P17YQ5hLsvGcvnry5glGZpqOCTAxzq9fwwNmDR20PYabWPAvHAh40xHhEZyLYAiMingU8DjBkzZnBGrkaMhASbubF+vW0oGhZmS1Wiomwmh48xUFNjy06mTbMNSJUKJhrYUOp9EhFmjE5ixugkvneLTuGqlFJDRUS4cVoW1xSn81pZFVOyExmXGhvoYSl1JtLPsr5dx68DtgBXAfnAayKyeoDb2oXGPAo8CjBnzpxzdzVXqo+kJLjiCmhutmUm1dU2M8PjsZkckZG2n8bYsVBUBE5NjFNBSAMbSimllAopkWFObpqWHehhKHUuh4HRvZ7nYjMzersH+LExxgCVIrIPKBrgtkoNmogISEmxj/Hjwe22jUVbWqC21gY1xo07NYtDqWCigQ2llFJKKaUG33qgQETygCPAHcBdfdY5CFwNrBaRDKAQ2As0DGBbpYaM02nLVBISIFvjyCoEaGBDKaWUUkqpQWaMcYnI/cBywAn80RhTKiL3eV9/BPg+8LiIbMeWn3zNGFML0N+2gTgOpZQKBRrYUEoppZRSaggYY14CXuqz7JFePx8FFg10W6WUUv1zBHoASimllFJKKaWUUhdKAxtKKaWUUkoppZQKWRrYUEoppZRSSimlVMjSwIZSSimllFJKKaVClthps0ceEWkGKgI9jkGQCtQGehCDZLgcix5HcBkuxwFQaIyJD/Qgzpeeb4POcDkOGD7HoscRXELyXAvD6nzrD8Pl36u/6Oc1cPpZDdygnW9H8qwoFcaYOYEexPslIhuGw3HA8DkWPY7gMlyOA+yxBHoMF0jPt0FkuBwHDJ9j0eMILiF8roVhcr71h+Hy79Vf9PMaOP2sBm4wz7daiqKUUkoppZRSSqmQpYENpZRSSimllFJKhayRHNh4NNADGCTD5Thg+ByLHkdwGS7HAaF7LKE67r70OILPcDkWPY7gEsrHEcpj9zf9rM6Pfl4Dp5/VwA3aZzVim4cqpZRSSimllFIq9I3kjA2llFJKKaWUUkqFuBEX2BCR74vINhHZIiKvikh2r9e+LiKVIlIhItcFcpznIiI/E5Fy77E8JyJJvV4LpeP4oIiUiohHROb0eS1kjgNARBZ7x1opIg8EejznQ0T+KCLVIrKj17JRIvKaiOz2/pkcyDEOhIiMFpGVIrLT++/qC97lIXUsIhIlIutEZKv3OB70Lg+149DzbRDR821w0PNtcBkO59vhco7yl+F0LvSHUD7f+sNwOaf7w5D/3jDGjKgHkNDr588Dj3h/Lga2ApFAHrAHcAZ6vGc5jkVAmPfnnwA/CdHjmAQUAm8Cc3otD7XjcHrHOB6I8I69ONDjOo/xXw7MAnb0WvZT4AHvzw/4/o0F8wPIAmZ5f44Hdnn/LYXUsQACxHl/DgfWAheH4HHo+TaIHnq+DY6Hnm+D6zEczrfD5Rzlx89rWJwL/fRZhfT51k+f0bA4p/vpsxrS3xsjLmPDGNPU62ks4GsycgvwpDGm0xizD6gE5vl7fANljHnVGOPyPn0PyPX+HGrHsdMYU9HPSyF1HNixVRpj9hpjuoAnsccQEowxq4D6PotvAf7s/fnPwK3+HNOFMMYcM8Zs8v7cDOwEcgixYzFWi/dpuPdhCL3j0PNtENHzbXDQ821wGQ7n2+FyjvKXYXQu9IeQPt/6w3A5p/vDUP/eGHGBDQAR+aGIHAL+FfiOd3EOcKjXaoe9y0LBJ4CXvT+H8nH0FmrHEWrjHYgMY8wxsCciID3A4zkvIjIOmIm9+xZyxyIiThHZAlQDrxljQvU49Hwb/ELtOEJtvAMRcv+3e9PzbVAZjucof9HP63T6mVyYUD1/+M1Q/N4IG7TRBREReR3I7OelbxpjnjfGfBP4poh8Hbgf+C42FbGvgE4Zc67j8K7zTcAF/M23WT/rB/1x9LdZP8uCeQqfUBvvsCYiccAzwBeNMU0i/f31BDdjjBuY4a2Vfk5EpgR4SP3S8+1pgv44+tusn2XBfP4KtfEOa3q+9Y/hco7ylxFyLvQH/UzUoBuq3xvDMrBhjLlmgKv+L/Ai9kL7MDC612u5wNFBHtp5OddxiMjHgJuAq423KIkQPI4zCLrjOIdQG+9AVIlIljHmmIhkYe9kBT0RCceeLP9mjHnWuzgkjwXAGNMgIm8CiwnC49DzbWgdxxkE3XGcQ6iNdyCC7v/2QOj51q9jGxbnKH8ZIedCf9DP5MIE1fkjmAzl740RV4oiIgW9nt4MlHt/XgrcISKRIpIHFADr/D2+gRKRxcDXgJuNMW29Xgqp4ziLUDuO9UCBiOSJSARwB/YYQtlS4GPenz8GnOkOR9AQG/J9DNhpjPlFr5dC6lhEJM3X1V5EooFrsOeqUDsOPd+GhlA7Dj3fBgE93waPEXCO8hf9vE43HM+3/hAy5w9/GvLfG327iQ73BzZCtAPYBiwDcnq99k1s598K4PpAj/Ucx1GJrXnb4n08EqLHcRs2GtwJVAHLQ/E4vOO9Advddw821THgYzqPsf8dOAZ0e/8+7gVSgBXAbu+fowI9zgEcxwJsiuS2Xv83bgi1YwGmAZu9x7ED+I53eagdh55vg+ih59vgeOj5Nrgew+F8O1zOUX78vIbNudBPn1fInm/99PkMi3O6nz6rIf29Id6dKKWUUkoppZRSSoWcEVeKopRSSimllFJKqeFDAxtKKaWUUkoppZQKWRrYUEoppZRSSimlVMjSwIZSSimllFJKKaVClgY2lFJKKaWUUkopFbI0sKGUUkoFMRFxi8gWEdkhIstEJOkc65eIyH+cY51bRaS41/Pvicg1gzTks+33PhG5+zy3eVNE5pxjnYUi8oL355tF5IH3M07v+ySJyL/3ep4tIv94v+/rfa/9IrK9v+PqfSwX+N4rRaTlXJ+ZUkopNZxoYEMppZQKbu3GmBnGmClAPfDZQXjPW4GewIYx5jvGmNcH4X3PyhjziDHmiSHex1JjzI/7LheRsPN8qySgJ7BhjDlqjLn9fQ6vtyuNMRsG8f0AMMZcCQz6+yqllFLBTAMbSimlVOh4F8gBEJF8EXlFRDaKyGoRKeq7soh8SkTWi8hWEXlGRGJE5FLgZuBn3kyQfBF5XERuF5HrReTpXtsvFJFl3p8Xici7IrJJRP5PROL67CtdRDZ6f54uIkZExnif7/HuuyebxJuJ8RMRWSciu0TkMu/yaBF5UkS2ichTQHR/H4SILBaRchF5G/hAr+UfF5GHvD8/LiK/EJGVwE/O9JmJSIaIPOf9nLZ6P6MfA/nez+hnIjJORHZ4148SkT95sy42i8iVvfb9rHcfu0XkpwP5Sz3LscSKyB+9f4ebReQW7/IYEXna9xmJyFrN0FBKKTWSne/dC6WUUkoFgIg4gauBx7yLHgXuM8bsFpGLgIeBq/ps9qwx5vfe7X8A3GuM+R8RWQq8YIz5h/c13/qvAb8TkVhjTCvwYeApEUkFvgVcY4xpFZGvAV8Gvufb0BhT7f3CnwBchs0auMz7Zb3aGNPWaz8+YcaYeSJyA/Bd4Brg34A2Y8w0EZkGbOrns4gCfu893krgqbN8dBO943aLyIozfGb/DbxljLnN+znHAQ8AU4wxM7z7HNfrPT/rPeap3uDIqyIy0fvaDGAm0AlUiMj/GGMOnWlw5ziWbwJvGGM+IbYEaZ2IvO79jE54P6MpwJazHL9SSik17GlgQymllApu0SKyBRgHbARe82ZLXAr8X69gQWQ/207xBjSSsF/Wl59tR8YYl4i8AiwR20/iRuD/AVdgS1fWePcXgc0e6esdYD5wOfAjYDEgwOoz7PJZ758bvceHd9v/9o5nm4hs62e7ImCfMWY3gIj8Ffj0Gfbxf96gxtk+s6uAu737dAONIpJ8hvcDWAD8j3f9chE5gA2gAKwwxjR6x1UGjAXOGNg4x7EsAm6Wkz1TooAx3v3/2rv/HWf4jJRSSqkRQwMbSimlVHBrN8bMEJFE4AVstsDjQIMvm+AsHgduNcZsFZGPAwsHsL+nvPuoB9YbY5rFRgJeM8bceY5tV2OzNcYCzwNfA4x33P3p9P7p5tRrEjOAcQ5kHYBW758OBvaZDcRpqSe9dPb6ue9xncmZjkWAfzHGVJyysJ/UF6WUUmok0x4bSimlVAjwZgF8HvgPoB3YJyIfBPtFV0Sm97NZPHBMRMKBf+21vNn7Wn/eBGYBn+JkWcR7wHwRmeDdX0yv0oveVgEfAXYbYzzY4MgNwJqBHqf3Pf7Vu58pwLR+1ikH8kQk3/v8XAEXjDFNnPkzW4Et70BEnN5ymrN9Rr3HOBGbRVFxhnXP5WzHshz4nC+QISIzvcvfBj7kXVYMTL3AfSullFLDggY2lFJKqRBhjNkMbAXuwH6xvldEtgKlwC39bPJtYC22d0Z5r+VPAl/1NqTM772BtxTjBeB6758YY2qAjwN/95Y9vIctoeg7vv3eH1d5/3wbmyVx4jwO87dAnHc//w9Y189+OrDlGi96e3gcGOB7n+kz+wJwpYhsx5bFTDbG1GFLb3aIyM/6vM/DgNO7/lPAx40xnVyAcxzL94FwYJu3cen3e+0/zfsZfQ3YBjReyP6VUkqp4UCMGWgmp1JKKaWUer9EZD8wxxhTe4HbO4FwY0yHNzC1AphojOnyvv4m8B9DMZ2sUkopFYy0x4ZSSimllH/VACtE5N4LDD7EACu9JUYC/FuvoMZKYDzQPWijVUoppYKcZmwopZRSSimllFIqZGmPDaWUUkoppZRSSoUsDWwopZRSSimllFIqZGlgQymllFJKKaWUUiFLAxtKKaWUUkoppZQKWRrYUEoppZRSSimlVMjSwIZSSimllFJKKaVC1v8H7sYvw3zp1RoAAAAASUVORK5CYII=\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -277,7 +277,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -289,7 +289,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -301,7 +301,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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gBz/Ydcopp4yz1pozzjij6pprrqkE+Na3vrV77ty5E7OyslqmTp1aH0xMPPTQQzs///nPDx83bly+3+83c+bMqZk3b96OA8U8aNCg1vPOO6/i//7v/3IALrnkkqqHHnooa9y4cfljxoxpLCgoqDucf4Pbb7+9dNu2bTFTpkyZaK016enpLS+//PLmQ73OHKw8RURERERERKS/Wr58+baCgoLSQ28ZWvPnz4+//fbbhy1evHh9qGMJB8uXL88sKCgYGXyuig0RERERERGRMPXd73439y9/+UvWn//8562hjiVcqWJDREREREREBqRIqdiQfXWt2FDzUBERERERERGJWEpsiIiIiIiIiEjEUmJDRERERERERCKWEhsiIiIiIiIiErE0K4qIiIiIiIgI8MYbxJeX9955cno6rWecQf3BtomPj59eX1+/tPOyO+64Y/Bjjz2WmZ6e3hpc9t57762PiYmxV1999Yh169bFWWtNcnJy65tvvrkxJSUl0FsxRyIlNkRERERERESA8nJ8ubm0HnrLnikqOvJz7ltuuWXv3Xffvbfzsu985zu52dnZLS+88MJWgOXLl8dER0cP+KlOldgQERERERERiQB79uyJGjFiRHPweUFBQVMo4wkX6rEhIiIiIiIiEmYefPDBnAkTJuRPmDAhf86cOeMAbrrpptLf/e53udOmTZvwla98ZfDKlStjQh1nOFBiQ0RERERERCTM3HLLLXvXrVu3Zt26dWs++uijDQDz5s1r2Lp168rbb7+9qLy83Ddv3ryJS5YsiQ11rKGmxIaIiIiIiIhIhEhJSQlcd911lY899tiOT3/60+XPP/98SqhjCjUlNkREREREREQiwGuvvZZQUlLiBWhsbDQbNmyIHTlyZPOhXtffqXmoiIiIiIiICG561qOZyaS79zvUNo2NjZ6cnJypwee33nrrXnA9Nv75z39mBJc///zzmzZs2BB72223jQAIBALmzDPPrLruuusqeiveSGWsHfAzw4iIiIiIiMgAtHz58m0FBQWloY5DDs/y5cszCwoKRgafayiKiIiIiIiIiEQsJTZEREREREREJGIpsSEiIiIiIiIiEUuJDRERERERERGJWEpsiIiIiIiIiEjEUmJDRERERERE5DDccccdg0Mdg3RQYkNERERERETkMPz6178e1FvvZYyZcdFFF40KPm9paSEtLa3gtNNOG9tbnxHO/v3vfye9/vrrCUfzHkpsiIiIiIiIiIRIXFxcYP369XG1tbUG4LnnnkvOyclpCUUsLS19/7Fvvvlm0rvvvpt4NO+hxIaIiIiIiIhID6xZsyZ67NixkwDGjh07ac2aNdG98b5nnHFG1VNPPZUK8Pjjj6dfcskl5cF11dXVnssuu2zk5MmTJ06cODH/scceSwVYv3599IwZM8bn5+dPzM/Pnxiseti+fXvUzJkzx0+YMCE/Ly9v0iuvvJIIEB8fPz34nn/+85/TLrnkkpEAl1xyycjPf/7zQ+fMmTPui1/84tDVq1fHnHTSSXmTJk2aOGPGjPFLly6NDW539dVXD58zZ864oUOHTnnppZcSL7vsspGjR4+eFHwvgGeffTZ52rRpE/Lz8yeed955o6uqqjwAQ4YMmXL77bcPzs/Pnzhu3Lj8pUuXxq5fvz76b3/7W9aDDz6YM2HChPxXXnkl8ZFHHknLy8ubNH78+PyZM2eO78m/n+9o/vFFREREREREBooLLrggb8uWLTEAW7ZsibngggvyNm3atPpo3/ezn/1s+V133TXoiiuuqFy7dm38jTfeWPbBBx8kAnz3u98ddNppp1U/9dRT20pLS70zZ86ceMEFF1QPHjy49d13390QHx9vV65cGXPVVVeNXrVq1dpHHnkk/Ywzzqi69957i1pbW6mpqTlkQcPmzZtj33///Q0+n4/jjz9+3EMPPbR9ypQpTW+++WbCrbfeOvzDDz/cAFBVVeVbsGDBhn/84x+pV1xxRd6bb765bsaMGQ1Tp06d+MEHH8SNGjWq5ac//emg+fPnb0hOTg5873vfy/3xj3+c88tf/nIPQGZmZuuaNWvW3nPPPVn33HNPzpNPPrn92muvLUlMTPTffffdewHGjRuX/9prr20YNWpUS2lpqbcn/35KbIiIiIiIiIj0wNatW2OttQBYa83WrVtje+N958yZ01BYWBjzpz/9Kf3MM8+s6rzu7bffTn711VdT77vvvlyApqYms2nTpugRI0a03HjjjSPWrFkT5/F42L59ewzA3Llz626++eaRLS0tnksvvbRi3rx5DYf6/IsvvrjC5/NRVVXlWbp0aeJll102JriuubnZBB+ff/75lR6Ph+OOO64+IyOjZfbs2Q0A48aNa9i8eXPM9u3bozdv3hw7e/bsCQAtLS1mxowZtcHXf+Yzn6kAmD17dv0LL7yQ1l0sM2fOrL366qtHXnLJJRVXX311RU/+/ZTYEBEREREREemBUaNGNW7ZsiXGWmuMMXbUqFFNvfXe5557buVdd9017LXXXltfXFzcfq5ureXpp5/eVFBQsM9n3XHHHYOzs7Nbnnnmma2BQIC4uLgZAOedd17t/Pnz1z/zzDMp119//aivfOUre2+77bYyY9rzEzQ0NJjO75WYmBgA8Pv9JCUlta5bt25NdzHGxsZaAK/XS3R0tA0u93g8tLa2Gq/Xa0888cTqF198cevBXu/z+Wxra6vpbpt//OMfO958882EF154IWXatGmTli1btjo3N9d/sH879dgQERERERER6YEXXnhh4+jRo5sARo8e3fTCCy9s7K33vvXWW0u/9rWv7Q5WQQSddtpp1b/61a9yAoEAAO+//34cQFVVlXfQoEEtXq+X+++/P8Pvd+f+GzZsiB4yZEjL1772tdJrrrmmdMmSJfEAGRkZLUuWLIn1+/08//zz3VZLpKenB4YOHdr8yCOPpAEEAgEWLFgQ19PvcOqpp9YtWrQocdWqVTEANTU1nhUrVsQc7DVJSUn+mpqa9iEnq1evjjn99NPrfvOb3+xOS0tr3bJlyyH7mCixISIiIiIiItID+fn5zcGeGps2bVqdn5/f3FvvPWbMmJY777yzuOvye+65Z3dra6sJNgP9/ve/PwTg//2//1f8+OOPZxQUFEzYsGFDbFxcXADg1VdfTcrPz580ceLE/Oeffz7tm9/85l6AH/3oR7suvPDCsccff/z4g8268vjjj2/585//nDl+/Pj8vLy8Sc8880xqT7/D4MGDW//4xz9uu/LKK0ePGzcuf8aMGRNWrlx50OE6l1xySeVLL72UGmweevvttw8dN25cfl5e3qS5c+fWzJ0795BDaUxwfJCIiIiIiIjIQLJ8+fJtBQUFpYf7OmPMDGvt4mMRkxza8uXLMwsKCkYGn6tiQ0REREREROQw3H777XtCHYN0UGJDRERERERE5DD87//+7+5QxyAdlNgQERERERGRgSoQCAS6nZ1DwlPbf69A52VKbIiIiIiIiMhAtaqkpCRFyY3IEAgETElJSQqwqvNy3wG2FxEREREREenXWltbP19UVPRwUVHRZHThPxIEgFWtra2f77xQs6KIiIiIiIiISMRSRkpEREREREREIpYSGyIiIiIiIiISsZTYEBEREREREZGIpcSGiIiIiIiIiEQsJTZEREREREREJGIpsSEDnjEm2hhTaoxJNMa8bYxpNMbUGGOqjTGLjTHfNsbEHIPP/aUxZmPbZ60zxlx7kG1PNcYEjDG1nW7X9XZMIiLHUgj3t38xxjR32Yd6D7L9Z4wx240xdcaYfxlj0ns7JhGRYymE+9vVXfa1rcaYFw+wrY5vpdcosSECJwPLrLW1bc9vs9YmAYOArwFXAi8bY0wvf24d8CkgBbgO+K0xZt5Btt9trU3sdPtrL8cjInKshWp/C/DzLvtQf3cbGWMmAX8EPgvkAPXA/ccgHhGRYykk+1tr7aTgfhZIAnYATx3kJTq+lV6hxIb0a8aYMcaYcmPMcW3PB7dlr0/ttNkngJe7vtZaW2etfRu4ADgeOL83Y7PW3mWtXWetDVhrPwLebfscEZGIE87728N0NfCitXZ+2wnBncDFxpikEMYkItIugva3JwPZwDPH8DNEACU2pJ+z1m4GvgX83RgTD/wZ+EvbDj3oE8BLB3mPHcAi4KTu1reV8lUe6NaTOI0xccAsYPVBNss2xuw1xmw1xvzaGJPQk/cWEekLEbC//WLbicBiY8wlB9luErC8y/dqBsYd4v1FRPpEBOxvg64DnrbW1h1kGx3fSq9QYkP6PWvtn4CNwEe48rvvBdcZY0YDUdba9Yd4m91At2OsrbX3WGtTD3TrYZgP4g6kXz3A+nXAtLb4TwdmAP/bw/cWEekTYby/vQ/Iw105vBP4izHmhANsmwhUdVlWhSupFhEJC2G8vw3GEA9cCvzlIJvp+FZ6jRIbMlD8CZgM/M5a29Rp+fl0U6bXjSFA+bEIzBjzi7bYLrfW2u62sdYWWWvXtA1b2Qp8E/fHQkQk3ITd/tZau8RaW2atbbXWvgz8Hbj4AJvXAsldliUDNb0Zk4hILwi7/W0nF7e99zsH2kDHt9KblNiQfs8Ykwj8Bvg/4IddutsftEyv7fXDcBnkdw+w/rtdujnvczvEe/8IOA8421pb3fNvhQWORXM9EZEjFs772y4Otg9dDRR0+szRQAyw4TDeX0TkmIqA/e11wN8OdNHuAHR8K0fMHN7PmkjkMcb8H5Bkrb3cGPMQkNr2OA4oBIZYaxvbtn0beMxa+3BbCd0s4NdANXC6tTbQi3F9B/gccLK1ds8htj0V2ALsBIYCfwO2WWtv6K14RESOVhjvby8FXsHNcHImrpHdp7qMRw9uOwlYgLviuQQ3Q4rPWntlb8UjInK0wnV/2/Z5Q4FtwPi2fiAH2u5UdHwrvUQVG9KvGWMuBM4FbmlbdAdwnDHmauAMYEFwp9/J740xNcBeXCb8GeDc3t7pAz8FhgMbO2XAv9sp9lpjTLCh03G4A+064ANgFfCVXo5HROSIhfn+9qvALqAS+AXwhc5Jjc77W2vt6rbv8HegGNdb44u9HI+IyBEL8/0tuOmyF3SX1NDxrRwrqtiQAcsYcz+wylp7f6hjERHpz7S/FRHpG9rfykDlC3UAIiG0DHgx1EGIiAwAy9D+VkSkLyxD+1sZgMJ+KIox5hFjTLExZtUB1k8wxiwwxjQZY77e1/FJ5LLWPnSo3hYiA4n2t3KsaH8rA9XR7FeNMecaY9YbYzYZY77dNxFLpNP+VgaqsE9s4OY+Pvcg68txY7F+2SfRiIj0X39B+1sRkd70F45gv2qM8QJ/wM2clg9cZYzJP0YxiohEvLBPbFhr53OQ+ZWttcXW2oVAS99FJSLS/2h/KyLSu45ivzob2GSt3WKtbQaeAC48dpGKiES2AdVjwxhzE3ATQEJCwowJEyaEOCIRkZ5bvHhxqbU2K9Rx9IT2tyISqcJkXzsENwVmUCEwp7sNtb8VkUjVm/vbAZXYsNY+BDwEMHPmTLto0aIQRyQi0nPGmO2hjqGntL8VkUgVJvta082ybqcy1P5WRCJVb+5vw34oioiIiIjIAFMIDOv0fCiwO0SxiIiEPSU2RERERETCy0IgzxgzyhgTDVwJvBDimEREwlbYD0UxxjwOnApkGmMKgbuAKABr7YPGmFxgEZAMBIwx/w/It9ZWhyZiEZHIpP2tiEjvOpr9qjHmNuBVwAs8Yq1dHYKvICISEcI+sWGtveoQ64tw5XkiInIUtL8VEeldR7Nftda+DLx8LOISEelvNBRFRERERERERCKWEhsiIiIiIiIiErGU2BARERERERGRiKXEhoiIiIiIiIhELCU2RERERERERCRiKbEhIiIiIiIiIhFLiQ0RERERERERiVhKbIiIiIiIiIhIxFJiQ0REREREREQilhIbIiIiIiIiIhKxlNgQERERERERkYilxIaIiIiIiIiIRCwlNkREREREREQkYimxISIiIiIiIiIRS4kNEREREREREYlYSmyIiIiIiIiISMRSYkNEREREREREIpYSGyIiIiIiIiISsZTYEBEREREREZGIpcSGiIiIiIiIiEQsJTZEREREREREJGIpsSEiIiIiIiIiEcsX6gD6G2shEOi4+f37P7e2Y9vgzZj9b14vREVBdDT49F9KREREJKIYYx4BPgkUW2snd7PeAL8FPgHUA9dba5e0rdsG1AB+oNVaO7Ov4hYRiTQD9nS5tRV27OhINgQTEJ0TE8HHweRD52XBBEXn5EVrq7s/HMZ0JDoOtV1cHKSmQnY2JCVBfLxbLiIiIiJh6S/A74G/HWD9eUBe220O8EDbfdBp1trSYxmgiEh/MGATG01NsHKlq4borloC9r0/0ONgRQWAx+Nux4K1LnFSXg67d7vnPh9kZcHQoZCRoSSHyLHWufqqp7fOidPg4wO9V9eKr64JVdVuiYhEFmvtfGPMyINsciHwN2utBT40xqQaYwZZa/f0TYQiIv3DgD5ITk2F2NhQR9EzwSRKVJSr1gB3glRZCXv2uGV5eS7RcaySKyL9gbVQWwuNjdDSAg0N7nFDQ0fVVXdDyjoPI+upzklQj2f/BGl3SdOuy7xed19eDuBR+lJEpH8ZAuzs9LywbdkewAKvGWMs8Edr7UMhiE9EJCIM2MRGWVMRv1h7Cx5vAL/1Y22AAAEC1k/Att0TIGAD7ev+d9bz7a+/Z+UX2VG3gW9Nvp8RieMA+Mume3mn6F8EcK+xWAwGMHiMB4PBGA8e48GDB4/x8u0p9zMycQIAL+78C4vL3uaTQ69jZuZpAOyp386G6uWkxWSRHp1NWkw28d5EjDF4vS6hkZTkTsyWLHGJmvHjISfHnRCJiEtYVFVBcTFs3dlAaX0pNf4yqv2l1PnLqAmUUh+opMU20hxooDnQSHOgkZZAEydkf5JzhlyBMbCxZjl/2vAjxiZN5ebxPwSgrrWG7y/5jPvdxrPP7zjGtP2uezDBe+NhdGI+nx3zdQAa/Q3ct/abxHrj+crEe9tj/tvmX1DTUoHBg9d4GeM7JRT/dCIicmx1l7AOptFPsNbuNsZkA68bY9ZZa+fv9wbG3ATcBDB8+PBjF6mISBgbsImNmpYKnt/1x8N6jbUW03YpdXXlx6ytWkxda3X7+l31W1hZ+eFhvWdxZR0pLe5K8Ed73uOV4r8yNuYERntOw+OBt4tf5Vcbbt7nNTGeWFKjs0iPySYrdggnZX+S0wddQnZ2Ok1NsGyZS2xMm6bkhgxc60vX89clT5DUMobjfNcQCMCyulf47urzDut9suMHc57nCgAqmkp4q+g5aluq2tf7A628W/zvw3rP2Zlntic2mv2N/HPb70mKSt0nsfHM9gfYVb+1/flnhtx5WJ8hIiIRoRAY1un5UGA3gLU2eF9sjHkOmA3sl9hoq+R4CGDmzJmHWVsoItI/DNjERkZMLheN/DpRPq+7yooXg8FjvHiNF2i7+ooHD16M8VBa2tHs8wtDfk/joFriG/IoaXHv+cm0b3JS4vWYtquzBoPXa/H4Ani9Fq8vgPEE8HgtGD+YAFMz80iOcWXqNybfyGnVJzAjex5jUqC5GYa15DIv8xOUNZVQ0VRMVWsxTYEG9jbuZG/jTtZWLWb+3he4d9WXOD77XM4d/BlOzvkUJSUJrFgBU6cquSEDQ2uglYaWBpJikqiqggfefIHfrv0hn8q9lTOPuwaPB4ZUZuAzUaRGZ7bfUqIzSI3OJDkqjRhPHNHeWKI9scR4YonyxjA2qaOJfV7yVO6d8TTp0dnty+J9ifxq5vNYbHt1l7VtlWBYwLoqsLaKMGstmbGD2l8f443j65PuI8oTvc/3+ezob1DdUtFePTbGezL/4F5ERKRfeQG4zRjzBK5paJW1do8xJgHwWGtr2h6fDdwdykBFRMKZsYc7aLyfKCiYaZ9+etE+DTc7j23vuizYGLTzWPngMq9338der2vx13lMfW+wFmpqYPueOlZtKaaotpidjat4v+pJFpW9QQA3JcvD895lWvqJlJTAoEEwZYr6bkj/ZK1lQeEC/rHyHzy15ilumHwLl2b+iOJiKGcTz+79BZ8adj1T045v3x5or7wKlc5NQeHAzUI7P66thUsuiVlhbVNBSIM/AjNnzrSLFi0KdRgiIj1ijFncW1OrGmMeB04FMoG9wF1AFIC19sG26V5/D5yLm+71BmvtImPMaOC5trfxAf+w1v7PoT5P+1sRiSS9ub8N+4qNo5n/+2CiolyzzUhiDCQnw5TkBCaPG0Vt7SiKi+dwzqYbqR5TxEe1/2RR2ZtMTZsHuEaiP1xwB/lbx/Ctc68jOTYxxN9ApHcUVhfyh4//wBOrn2Bb5bb25e+sX865sW4oVg5j+V5Ox3Aza6GpydDU5JqGds3pdp56+WDTMPd0u4O9NtgUNJgUDSZCg0nRzvfBpsFuPpTW1p5/moiIhJq19qpDrLfAl7pZvgWIuES2iEiohH1ig6Of/7tfMqajcejgwbB+fS4Ju7/Cpwd/pX3ehKKGnbyw97f8u9jLOcMu58TpiarckIi3pWILJ//5ZHbV7AJgSNIQzhl8FVM9VzFn+HSiojq2bWyE6uqOCqvERFfFlJq6b1VV52qtYJVE5xvQbXVX51t3FV2d77ub9eTwBQZmiZ2IiIiIyEGEfWLjWM3/vXJXFSO//VJvhhqWhvECANc+9TE8FeJgRHqJjz8yIvikAd4ohjfYA0sO+msvIiIiIiL9UH+4fn+g+b/3Y4y5yRizyBijwYciIiIiIiIi/UDYV2z0wMHm/953YZfpsBbdc/6xjCtkrIV162DbNsjumLyBf214hp9tvILZQ2bz1nVvEeOLCVmMIoejuK6YU/5yCutK13HcoON45ao3WLUotX14CUBpKaSlweTJEB8f2niPFaNJUUTkCAQCbqa1zsPrgvc+n+vjo6GqIiISyfpDYuOA838PVMbA+PFQXw9lZZCR4ZbPG3oCadsGsaBwAbe8dAuPXPBIyGeHEDmU8oZyznr0LNaVrmNy9mReu+Y19mxJpaWl42e7pMQ1yy0oCDbZFBEZeIIzKFVVufu6OjebWjCp0Z1gU2OfD2JiIC7OJYyTkiA21i2LiWGf/kXHirXg97s2yS0t7r5z3Ad7fKBeRl3vD/bZHfde79F+FxER6Vv94RSg2/m/QxxTyHk8MHUqfPyxa56YnAzZ8bn8eOIL3LHqRP6y7C9MyZ7CHcffEepQRQ6qpqmG2uZaxmeM57+f/S+tNRls3+5mPrEWiothyBBXqaFDUREZaOrrXSJj7163P/T73TFAVBRER7sKtuTkQ79PIOASCQ0N7rih6+xRHo9LenS+BZswd26SHExOdL51bsocnMq6tbUjgRFMZjQ3u8/q6WxThzszVdfXdv6sfd8rWdPIiYhEmLBPbHSe/9sYU0iX+b+Bl3FTvW6ibf7v0EQafqKi4Ljj4IMP3IFKXBzMHDqd2+v+yk83XcY3Xv8G03Onc9qo00IdqsgBjUgdwfzr5wOQ4svh3RWQnu7WlZTA8OGQn68yaukdnU/KYP/ZbYLbBO+D2wevLre0uFtjo9vvNjV13B/o6nPXGXeCUwAHp/mNinL77+RkdwU9eBVd1UkDW1MTbN4M27e7n5u4ODfj05EmeD0elwiJju5+fSDgftYbGlwVSOeERVCwcgL2/73pWknROSESTMIkJR3NrFG96UjTJSIiEiphf1h0pPN/ixMXBzNnuuSG1+sOHE7PvZS95rv838af8oO3f8C7o94NdZgiBzUkeQjWwpIlHQffxcUwcqQbdqWkRmQLnjB1LicPnvT0hmCyobl538RD51twXTCh0TmJEbyS29Orw8a4/a3X65IPXq8r7e/8fbo7eQu+d/BkMXhVu7kZKithx459Pz8pyVUrpaeH0wmhHGt+P+ze7XppWQuZmX2zDwz+TvbFkBQREZHDFfaJDTl6KSkwbRosXerK91NS4Nz6b/NU9B94b8d7fFj4IXOHzg11mCL7eGr1U7y7412+f/L3yU7IprDQlVrn5Lix4ykpMGGCTuYiwYbSTcz8/akErCUQsFhr3WNrwYJt6/ccvM+IGsKd45/GWnci9a01p9MYqOU3098kKSYRrxd+seaLrKlauO8H2U6do9seBwIdq++Z+Cbx3iQA7t/+JTbWLeL2cX9gUtpM4uLgP6X388ruv2PaelJ7jKftscEYgwdPW18i077utgn3MD5lGgD/3vlX3ip6jk8OvY7TMj8NwIqKBTy59Xdt23vwGi+etpvXePEaHz5PFD4Thc8TRZSJZlbmGRSkzwOgpHE362qWMCR+NKMz8/f5uo2NsH69+47R0TBoEIwYAQkJvfFfTcJRWRmsXu16Z6Snu8RZwAaobC6noqmEyuZSKppLaLUtnD34ivbX/XXTz6lsLuWGsd8hOToNgKe23c+ayoUECBCwfgI2QIAA1gYI2ACWQPsyrCVAgDun/h+ZsbkAPLzhxywpf4cb8+5kRsYpAPyn8O88u+OPWNzvufuddo9h/991gC9N+CmzM88A3O/QP7f9nk8MvZYrR30ZgFUVH/PzVT25fmXa+4adP/RaLh/pXrO6ciG/Wv1VJqXO5muTfgNAXWsN/+/j84Ovan9t8H8iIhJ5lNgYIHJyXBlzcEhKVnISFw29lb9tuYdffPALnrn8mVCHKNIuYAN8783vsbF8I1NzpnLluM+zerVrFmqtG1N+/PFKavQ2Y8wjwCeBYmvt5G7WG+C3uOF/9cD11tolh3rfupYaFpe90+M4hsaPITPTPQ4EYGPdYupaq/F4XTlFaytsq1nP2qrDm7k7IyNAYtvV5j2b1rKu5mMCUdXExrYta9jKiooPDus9rx3zzfbHm2tW8c7e5ylIP6F92Z767by6+/HDes8oT0x7YmNp+bt8d8mVnJZ7Mb+Y6fbTxQ27uOXD0xibNJWJqTOYmDKTvOgZ7NmTzq5dMHu2S/xJ/1K4K8CrH22jiGVsa1zGhu3L2Vi9nL0NO13yoZOkqNR9EhvP7niQXfVb+WTuLZioNJqb4f3db/Fe+dOHFUOjv6798caaFXxc+gafHn5T+7K9jTtZWn54VaDVzeXtj0ubilhTtYiZmae3L6trrWbNYf6uz8zoGGJb01LJiooFxHo7Mn6tgZZDxJl6WJ8nIiKhp8TGAOHxuKvbH3/c0fH8rKSv8LjnVzy39jk2lm0kLyMv1GGKAO5K+dOXP80DCx/g+mnXs3ih6yvg87mS/CFD3Fhy6XV/AX4P/O0A688D8tpuc4AH2u4PanBcHt+Z/QBez75XRYPVD0D7VVJjDNGejqmoPR54YO4bBGyA5LgEfG0l998p+AN1rTWH9eU6n9h8a/IfqG2tYlTixPZll478IqfkXgjgqkmwBGwAd33Ztl3F7rgCHSBAXnJB++vPH3odBeknMCqxo7Jiatrx/GT63/FbP9YG8Fs/AevHT9t9oJVW2+JugRZaAs3tSQ2A9Ohs5mWdy6TUWe3LSpv2sKNuIzvqNvJmUUdSemj8GM4f9Hlq3ruVU49Pae9FI5HNWssPXvs5Dy7+PaUthd1ukxSVSlp0FqnRWaRGZ5IWnUUg4JLADQ1wUfY3aaaa1Ng0stJdVc//y7yVy+vPw+vxYnAVRR68gMH6vbQ0e9ytxdDcbAi0erA1uZTUu8+8OOP7nJ5yEyOYSkmJSzTPiv0MP88/Hmxb5UPn33eM+3W3wYoogwUGM5bSUpe0Pj7uWsZOOp2M6FxKStzn5LTO4jeTPt7vO/vahnt5vOD1WjC2LdltyYod1L7dpNRZPDzvPRJ9Hdm+BF8SDx3/jvu9DrRVkrU99gcst3P50f+HExGRPmXsAO2PNHPmTLto0eFdAYh01sKCBe5qZ0KCK+f/1ebP8eLOP3PrzFu5//z7Qx2iyH6qq+H99yE7240tLy+HU05xCbqBxhiz2Fo78xh/xkjg3weo2Pgj8La19vG25+uBUw81E1XMoDw76LrfHINoRUR63/Z7r1xrbU3+obcMPwPx+FZEIldvHtuq5d4AYoyr2qitdc8TEuD81K8D8Odlf6akriSE0Yk42yq30TnhunNnR5f+igrIyxuYSY0wMQTY2el5Yduy/RhjbjLGLDLG6AhbRCJMbX2oIxARkcOjoSgDTHq666BeW+uGo4xMyOf0oefz4d63WLh7IZ/I+0SoQ5QBrLiumCkPTGH2kNm8eNWLePzx7Nzpems0Nblu/CNGhDrKAa27ribdlv1Zax8CHgJ3BfGj/zkfv99VjHW9b2lx/32bmzuWd96m681aNywpLs7dglOgxsW5n5Gut0gW/HdoaHDVS6Wl7ub3u2E6qan7T/u6omIBf970M97d+yIAZ4+4gFeu+1d7Y0UJbz98+4f86J0fcdG4S/hyztP4fN03hA0EXLIXYNgwyM11vVU0S9TRM/eGOgIRETlcSmwMQOPGuelfExPdFIFfGPI7/nlVChnxGpAtofXTd39KbXMtsb5Y4qPi2barY+rPyko47rj9T+KkTxUCwzo9Hwrs7skLg9OfBqtvjkZw6tWBIPjvFhPjkhjDh9PeO6G4GLZudQmh+Hi3TwfX1+PXs15gXdVSbl1wOg210VTVNZKaqFKnSPD1eV9nU9lmTo27HWO6T2rU1rqfgVGjYPTo3vm9EhERiWQ6RRiAUlPdlZ3KSnd1J8WOwtsMxIc4MBnQiuuK+ePiPwLw09N/it8Pmze7n9HaWvdzm5MT2hiFF4DbjDFP4JqGVh2qv8axMFCSGgfi8bgkRmKiq2AqL3cJjuJiV7WS5Ga0ZULKdB47eQmxDSMp3GZI3a9rioSjxOhEfnnCoyxd6mYz66ylxVVppKbC9On7rxcRkdCqrobt213FaHy8qygNVpBGR7v7gX4cc6wosTFAjR3rGjJa637Jdu2C+KRmnl37LJflX4bX4w11iDLA/O6j39HY2sinxn2KgtwCiorclejUVHcgr+ldjz1jzOPAqUCmMaYQuAuIArDWPgi8jJvqdRNuutcbQhOpBHm9kJXlbjU1sHQpVFV1TPc6JH4UNg527IDMnCaSU/3ERymLHW7Wlqzl1x/+mt+e+1tifXFs2LB/0qKuzg1JmjIFBg/WkBMRkXDi98O2bbBhg6uyBJeM7jxPh7UdFyeysyEtzVXlqXdc71BiY4BKTnZTZpaUuMeFhXDrR2fx7s75+Dw+Ls2/NNQhygBS21zLHxb+AYBvnfAtrHXVGklJ7kA+OVnTu/YFa+1Vh1hvgS/1UThymJKSYPZsWLzYVXEEp3s1Biq9Gzjpb1dwytiZPHzhn0IbqOyjvKGcC564gE3lm8hOyOb2gp9QV+cOeoNqa90B8rx5HRU5IiISHqqqYOVKt6/OyHAXHQ7EWtdXbPt2d6xrrUuEZGa6W2JixzBUj6fjvrcu7lnb0dusqQkaG92Fkbq6jj5mwVvn13i9rgIlPt4lY4LVJ9HR7hYOyXYlNgawESNcpYbH435gzxl2GVXNlUR7NVhX+tafFv+JisYKThh2AicMP4HKSlfKl53tyuunTQt1hCKRITYWZs1ylRtlZe4AC8Ab3cT2urX8d3MNlY2VpMamhjROcay1XPXMVWwq38S03Gl858TvsHqZO3AMqq11DWTnzu3ooyIiIqHX2uqGgm7a5E72s7IO/RpjOpqed36f8nLYfZCuZT6fSyT4fC7JEHzc+bnX6/pwddd43e93iYza2o7EhTHuFhwq0zU5EUymeDzu9RUV7ri8tbX77xVMxHROygRvwffp+r4Q32v1KkpsDGDJye7KT2Oj+2U8xXsr3735S+qcL32q2d/M/374vwB884RvAi6LHRPjdqLBUnsR6ZnoaJgxA5Yvd1V5WVkwNnkKv5rxbwbb2UQH1JghXHxY+CGvbX6NjLgMnr/yefyNCZSVdVRr1NS4g9S5c7tvIioi+/P7XXPdhgb3+5OSolJ/6X2VlbBihftZy8w8uooFn8+dkx2sIi9YTRFMUrS0uJ/v4DJr3fNggiGYtAg+9njcLT392FRXBJMlgYB7HowtOPtdsAKk6z1E9Vr/AyU2BjBjXEf1lSvdgW9xsZe6Ol0Rkr71+MrHKawuJD8rn0+O+yQNDS5jnZXlMsPDh2smFJHD5fO5SqdVq2DvXle5MS/3TCorYe1aN8OQctih9+iKRwG4YdoNDE8ZzsqVHTOcVFe7+7lz963gEDnWOpeid1eWHjxhCj4OCp5sBU9kWlvdxbPGxn2n8+567/e7xF3wgltCQscV7e6m7A4EOm5+v3v/+np3zFBR4UrqO8+eZW3HEOyMDHecq/2fHI1t22DNGvfz2lcX34JVD+F6TNw5kXJ4/IHeiiFM/2mkr2RluR/CQMD9ouzZA6Rv5K/L/8qdJ99JjC8m1CFKPxawAX7+wc8B+Ma8b+AxHnbv7sgut7a6AxEROXxeL+TnQ2mpO6mIjna9alZs386bNS/ztVNuxmPCYFDsANXsb+bJ1U8C8NmCz9LQ4PpdZWW5/15+v+upoaSGHK7gVdJg0qDr4+ZmV5Le3Lzv45aWjiu/B2NMR+LgUNt6PB2l8p2vHgdL54MnQy0tbvjcnj0dV3ytddvExnbEFoyv62cb4/ZxsbHdn2g2NsL69e69Y2LcsUV2ttsnKskhh6O62l0gyMw8eC8N6XtKbAxw0dFu5753r8tmb98O33zzCpYWLWVS1iSumnLQXoIiR+WlDS+xpmQNQ5OH8pkpn8FalwVPTXVXX1JT1ShP5GhERbnkxtKlbrpkay3f2nAiJU2FnJI3g9lDZoc6xAHrPxv/Q3lDOVOypzA1ZyobN3ac/FVVwaRJSmrI4Vu9dx2vvuoeGwM/23gVhQ3r+Xbe4wyNHQ/AP3b9iA8qnmvbKJgdsAc9wf/ZcU8yKmkiAH9c/0PeLnqOL4y7i9MHXQzAf3c/xSObfureEtP2+abjMcb9f9syg+H6sd/hlNwLAFhQ8Tz/2PJrTs69gGtG3wHAttr1/GLVVzDWg9fjxWM8eI0X0+neZ3xEeWKI8kQT7YmhIO1EzhzsGuBXN1fwZtGzDIkfxazM09t7GrS2uiTili3u5DQ/X0O9pGf8flfpHh9/6KSG3/qpaCyjpL6Y0oZiyhrdrbqlnJZAE37TzIlZFzAr6xR8PlhRNZ8ntt5HQfoJXD36dgCKGnbyPyu+QMAGsATwWz/WWiwBLLbtscXatudYjs86h1vG3w3A7vptfHPxJQyKG8kvZj7THtsN7x1PU6AB2yk7aDlwlnJQ3Ah+PfvF9ufXvzeXJn8Dfz5xAbFe94fq7uU3sq5qcadXmU6PTHurg+DvPxgemvf2wf8RD5MSG8LQobBzp8uot7TAVeO/wNKiL/LQkoeU2JBj6t737wXg9rm3E+2NpqrKXTXy+VwTpenTQxygSD+Qm+vG1NbWQmKi4fRBn+bJbb/jnyufVWIjhB5b+RgA10y9huZm14AuNdUdOHs8LhElkc8Y8wjwSaDYWju5m/UG+C1uKu164Hpr7ZK2dee2rfMCD1tr7znU5zX66/apWNizZi2b65cTn9xAVts00NW7d7K5bvlhfY+mQGP74+LGQjbWrKC6pbx9WWVzKRuqlx3We1Y0F7c/LmncxZLydxidlN++rLalko9KXzus92wJNLcnNnbUbeQnKz7PhJTjeOwkd8IVsAHOeSOblOh0cuNGMLX4TKbvOJdPzJjK8OEmLGZ2kPC1ZYvrfdRdVdCO2o28vOtR3i96jV0Nm6lpLTtosgBgZMZg5kWdQl0dbC4p5M2iZwi0RHN220W9PY31LCh59bBiHBY/tv1xc6CRdVVLqG+t3WebjTUraPTX9/g9mwNN+zzfXLOKBn8dAdsxiqSwbhMbqg9vv9L59b1BiQ0hJcVlHpuaXHneSSlXEx/1dd7e9jbrS9czPnN8qEOUfqjZ38yMQTPYVrmNLxz3BcB1Wvb53NUUn89dSRGRo2OMuyL53ntuX39arktsPLv2WX5xzs/UMDoEKhsreXH9ixgMn5nyGfbudSXyXm9Hb6FoTVDWX/wF+D3wtwOsPw/Ia7vNAR4A5hhjvMAfgLOAQmChMeYFa+2ag33YyMQJ+zz/yfR/0ORvYETiuPZlXxj3Ay4feVv7885XUg9kWEJep9ffxRWjvkx27ND2ZWcMupTJaXOh7UQueCUZaL+yTPs1Zfd8aMKY9tefknMhoxLzyYwd1L5sROJ47pv9n32uVgesn4ANEMDdt9oWWgPNtASaaQ40MTZpSvvrE3xJfHLodeTGDW9fVt1STlVLGVUtZeyo28jHpf8Fvk36+kEcn3Uul00/lwsmnUVaXNrB/pllAKqqcrOfBI9N9zYU0hxoZFiCSySsr1zNwxt/3L69wZARl0F2QvY+t4y4DGJ9sUR7ozll5CnMHOy2H115IgXb/8nghJEUZLqLzWPqhvJ/6f+hpdlDa4uH5iZDS4sHrKe98sEYT3tFhMcYkn2ZlJa2DeUKjOS3kxYS7YmlpKTju/xq4gftv5/RUaZ9dhW/39DYuP8QsygTQ2lpxywsD8xcgMcTINrT0ZX3+1MfpsFfB3St/rDtlSGdf/8BYry929XX2EMNjuunZs6caRctWhTqMMLGzp2uCU5amhs79njd53lk2f/xteO/xi/P/mWow5N+rMXfQpQ3Cmvh7bdd5/KaGhg5EvLyDvXqgcUYs9haOzPUcRwu7W/Dw5o1rvw6Ja2Vc17PpaqljFW3rmJS9qRQhzbgPLzkYb7w4hc4fdTpvH7NG7zzTkejxJISOPlklcaHUm/va40xI4F/H6Bi44/A29bax9uerwdOBUYCP7TWntO2/DsA1tqfHeyzYgbl2UHX/aa3QhcROaa233vNRmsrxh16y0NTwZUAroFSIODKX1ta4JoJNwPwl2V/obG18RCvFjlyUV7X8rymxjX3iopyFRuDBh3ihSJyWMaMaWu45/dxSu6FADyx4tkQRzUwPbaibRjKlGuoqnL7vuhoN1woO1tJjQFmCLCz0/PCtmUHWr4fY8xNxphFxhhlkEUkwlRV99Y7aSiKAG4IyuDBrq+B1wvDfTOZnjudpUVLeW7tc+q1Ib2qoqGCN7a+wbTcaYxNdyV8paXuZ6+urmM6NhHpPTExMHGia3x2eu7FvLDzEZ5d8yw/PvPOUIc2oOyq3sU7298h1hfLJfmXsGdbx5SWDQ1QUBDS8KTvdTf+wx5k+f4LrX0IeAhg/PiZ9o/nno/Xu/+MJH2hpcUNbW5q6pjdBNz+JynJ/W1PSnLVmTEx7nasp6+01l082bPHVSi3tLgKqcTE7qemrGut4cmNf+LBzd8kgJ/3bniPE4afcGyDlLBVWQmvzq/gP1U/55YJPyLKE01rq6W4rIWUxGgmT3Z9rOTImHt7b/SIEhvSbtgw2L3bzY6yZ4/h5hk3c8tLt/DHxX9UYkN61cLdC7nsqcs4afhJzL9hPtbCjh3uYKey0p18iUjvGzzYzX6V33wG8d5E1lQsY0v5Vkanjwp1aAPG4KTBLLt5GSv2riApOpmFhW7f19jo7lNTQx2h9LFCYFin50OB3UD0AZYfVFSUa2zY1OR+purr3Yl8MMnQ3RStwWlYg1Oxdr513sbajilX/f7u3ysuzv0Mp6S4yqO4OJdEONbJi4Mxxh3bJifD2LHuOKOw0CU6fD43DLuzBF8Sn5t4B+NSClhTuoL8JCU1BqrWVvjXB6v5/roL2dWwGWsCfHnCvZSWGiaOj2bUKE35Gk6U2JB2qanuj4/H43b6F02+iq9FfY13tr/DutJ1TMiccKi3EOmROF8c5+edz8zBbghzba27UpmQ4P5AdD3IEJHe4fHA+PGwcGEsJ+Scz+u7n+Tx5c/xvdPuCHVoA4YxhoLcAgpyC7qdCUq9XAecF4DbjDFP4JqHVllr9xhjSoA8Y8woYBdwJfCZQ71ZbKybKrgrv9+dpAWTEl0fNzW5n0VrO26BgLsFn3s8HVUWwUqLzreYmPA/yfN6XVVoRobbF65d6xIc6ekdlVNBJw4+g5npZ/DxxzBnDqytWUBLoIWTR5wcmuClz93/9rN8a/G1NAbqGJ88nctGfJHychgxwiXJJLwosSHtPB4YNQrWr2/Lwjcm85kpn+FPS/7EP1b+g7tPuzvUIUo/cdKIkzhpxEntz8vK3M9ffb3rNh3KKzsi/V1qqju4PzXnYl7f/STPrnlWiY0+4g/48Xo6zvxKSjpmggpeaZf+xRjzOK4ZaKYxphC4C4gCsNY+CLyMm+p1E2661xva1rUaY24DXsVN9/qItXb1kcbh9YZ/0qGvxcbCtGmur82qVe53MCVl/20AXn53D7ev+zQVjeW8dd1bGprSzwVsgG+98kN++bGb5eScwVdxZ8HD2OZ4WqJcUkzCj04fZB8ZGS47Hx/vhqWcPup0/rTkT6wsXhnq0KQfCw5Dqa6Gcb3SF1lEDsTnc0NSpu4+j2hPDEtLP2BXVRFDUnJDHVq/943Xv8GCwgXce+a9nDT8ZHbudPu+qip39U8nnv2PtfagY3mtm57wSwdY9zIu8SHHiDEwZIirFF21yk07n56+7wWW2FgYkprFCcmfoTxjBbOHzA5dwHLMtQZaufTJy3h+w7/w4OErE3/O1aPvwFpDcRXMm7d/dY+EB82KIvtITHSlhNHRrpnj+PR8ANaUHHTadJEe8wf8LNi5gJqmGsA1C62rcz931mp8uUhfGDQIvP4k5mSdjcXyxLLnQx1Sv2et5cUNL/Jh4YfE+mKprXU9EHw+Nxxg8OBQRygycMXHw8yZrsdXebkbIttZYryPOyb9L98Y/DINdTqr7c8eW/EYz2/4F4neNO6b8x+uGfM1jDGUlUFenoZLhzMlNmQfxrgD3vp6d6CVGzWOSVmTmJ47Hdu1Q5TIEdhUvol5j8xjygNTADcMxevtaJwXFxfiAEUGgOBwlFOyP43X+Fi7e3uoQ+r3jDEsu3kZz1z+DLMGz6KkpGMmqJycjpJ3EQkNjwdGjoQTT3QJx9LSfdfHxUFKYjQffQQbdu/h5+//nIANdPteEplaA638ZP5PALhj4n3MzTobcImupCQ3bbqELw1Fkf1kZ8O2ba7MqqYillVfXBXqkKQfCQ5rmpw9GXBTryUkuIN7DUMR6Rter6sQmLvncl498yJaa9JoaVF57bGWEJ3AxRMvBtysDImJbhiKZoISCR9JSTB3rhuasmfPvr1v4uIgELCc9ujJ7G7cxITMCVww/oLQBSu96rEVj7G5YjODY/L4xPArAdcDqa4OTjpJwwXDnSo2ZD/Jya5yIyHB9dlQoYb0ppV7XWJjSvYU6utdX43YWFchpHnARfrOoEHgaU0gNSaNQAAqKkId0cBRW+sOlKOj3d9bDcETCS9eL0ye7JIaZWX7rktIMHx6yBcBuPe9n4cgOjkWOldrfG7snfg87vp/ebmbaSgpKZTRSU8osSH7iYpyM1O0tLjhAXV1luK6YnZU7Qh1aNIPBCs2puRMaZ8NJTgjQGJiiIMTGUCCw1H8foiJDbBme0moQ+rXTvrzSVzyz0sorS/dZyaorCyX4BCR8OL1QkGBmymlvHzfdVfkfYFEbxofFL7Pe9vfD02A0qv+vuLvbdUaY/nkCNfzt6rKTawwbFiIg5MeUWJDuhXss2EM/HnRP8j5ZQ7ffP2boQ5L+oH2xEb2FHbt6hiGMniwO9AXkb7h9cLQobCyaDUXfJDGjW+fpQq9Y6S4rpj3drzHq5teJTU2lZ07XSK3vl5NQ0XCmc8H06e75qKVlR3L432JXD7KVW3c/ea9oQlOetWotFFMSpnDdaNdtUZLi7vIO3myjk8jRUT8ZzLGnGuMWW+M2WSM+XY369OMMc8ZY1YYYz42xkwORZz9SWqqG4ISHw/JLeNIjkkmyqvB13J06prr2Fy+GZ/Hx+iU8VRWumEoTU2ut4uI9K3cXEj3jKKhtZba1koqq1tDHVK/tGDnAgBmD5lNc6OPmhq377NWHfZFwl10tJsxJTraXcEPunLUV4jxxPL6jhf5eKtmD4x0U1NO5t68BXx69DWAq9KZMsWdC0lkCPvEhjHGC/wBOA/IB64yxuR32ey7wDJr7VTgWuC3fRtl/5OQ4Bok+XyQ1TqDkjsqefTTj4Y6LIlwa0rWYLFMyJxAU31H7bUxrtRTRPpWSgokxsTz8ulF/O24bdTVqKf4sbCg0CU2jh96/D7DUNLTNRuKSCSIiXHJDY+nYyrY9JhsPjXsBgDueu0XtLSEMEA5aps3Q3y8wWM8VFe7C26DBoU6KjkcYZ/YAGYDm6y1W6y1zcATwIVdtskH3gCw1q4DRhpjcvo2zP5nyBA3RMDgobrahDoc6Qc6D0OpqHCl8PX1bvyiZmMQ6Xter9vX+5qziIuDvXtDHVH/1J7YGHY8hYXu4kF9vRsKJCKRIS4OZs3qmCUD4JrRX8ODh//u/TtvLS7UcL4I9PcVf+fyJ69myfb17Q1CGxpg7Fh34U0iRyQkNoYAOzs9L2xb1tly4GIAY8xsYASw3+GCMeYmY8wiY8yikhI1STuUYAPR6Gg3l7c/4KehpSHUYUkE6zwjSlGRK+/TGHOR0MrNheZmd9C+p7gZvz/UEfUvLf4WFu5aCMC0zLlUVQWnjNRMUCKRJiEBZs92Q2gbG2FowhjOGHQprbaFB5f9mp07D/0eEj6stfzsvZ/x1Lp/sLFxAca4pFV6umarikSRkNjoLlfWNR96D5BmjFkGfBlYCuw3UNha+5C1dqa1dmZW50mppVvJye5qXmws/HbRvST8NIH7Prov1GFJBAtWbExIn6Ix5iJhIjUVSlq3ctk7E7ht5XHU1IQ6ov5l+d7lNLQ2kJeeh6cxE3AnRMnJLsEhIpElKck1FA3227hu7LcAeLX0IT5cXrFPHw4Jb8YYnrn4ZS4f9B0uHut6a9TVuWoNiTyRkNgoBDpPsjMU2N15A2tttbX2BmvtNFyPjSxga59F2E95vW4autZWiAqk0eRvYk2pmiPJkQsmNkbFTwHcVeL4eDVmEgkljwemjhpEYf1mdjSsobC4NtQh9SvBxqHHDzueXbvc/q62FoYPD3FgInLEMjJcD4aqKpiQchyzM8+k3l/LfysfYMkSd3wjkcFWDufzo35KlNdHY6OrysnICHVUciQiIbGxEMgzxowyxkQDVwIvdN7AGJPatg7g88B8a211H8fZL+XmunFmw2InArC2ZG2II5JIVVxXTHFdMckxycS3DMfncwf3Q7oOLBORPjdsUCyj4qZisczfuCTU4fQrwf4as3Jd49D4eA1DEYl0xsCECW5ISiAA141xVRvPFP6W+uZG1ug6YNjbWbWThsYA27d3NLCvroZx49RbI1KFfftza22rMeY24FXACzxirV1tjLmlbf2DwETgb8YYP7AGuDFkAfczwWlfR8a7iWjWlq7FWovRb7wcpihPFPedex91LXUUFxvi492VjszMUEcmIklJkJcwk031S1hWvIjm5pOJjj706+TQgomNSSnzaKxwV3ITE91VQRGJXImJMGoU7NgBszPP4LIRX+L0QReTnR7Dnj0wfryGm4Urf8DPmY+eCf5ovjfqRTK9I2ludkOk1a0gcoV9YgPAWvsy8HKXZQ92erwAyOvruAaCuDh3wBvVmEFadBYVzSUUVhcyLGXYoV8s0klaXBpfnvNlmprgrbdcQsPjob0DtYiETnQ0TM6YyX9KHmJD7SJqalSK2xv21OxhW+U2kqKTSG6chImDmhp3wiMikW/0aNi5E1pbDd+a8vv25V6vm2Vq5MjQxSYH9sSqJ9hQtoFBMaMZk+VKh6uqYNIk999OIlMkDEWREBs8GPx+GBbrqjbWlKi+To5csDFhY6Mr/dMfEJHwMG/ETAA21S+itDTEwfQT7cNQBs+mtNhLQoIrW1fSSKR/iI6GiROhomLf5bGJTWzd6n7fJfzcv+h+AK4Y/F1io6NobXUX23JzQxyYHBUlNuSQ0tLccJShwT4bpeqzIYfvwUUP8tTqp9i5t46oKNe7JTs71FGJSNCcUZOJMjHsatzIxp2VoQ6nX4j2RjNv2Dxm55xKIOAuEsTGuhJ2EekfBg92sxzV10Np4x6+segSvrr4TBobobIy1NFJV0W1RSzYuYAoE8MnR10BuGqNMWMgKirEwclRUWJDDikhwSU2hsepYkOOTMAG+NprX+Pypy9nV1ET8fHuAD/YrElEQi89NYrR8dMAWFW2hIaG0MbTH3xy3Cd5/3Pvc/XQ7xMT46YRHDxYjelE+hOPB/LzXUVqvDeZ94tfYkX5B7R4K9i5M9TRSVcvrn8Ri2V6ylmkxicSCLjKmqFDQx2ZHC0lNuSQoqNdcmN4vCo25Mg0tjbyldlf4apJ1+BrSSc62iXLdNVSJHzExEB+qhuOsqFuUfuwMTk6fj/s2eP2d83Napgs0h+lpbmkZXNdAr+c+S9eOnMng9PT2LPHzZwi4eNf6/8FwElZFwGuWmPECPc3UCKbEhvSI1lZHTOjrClZg7U2xBFJJImPiudnZ/6M357yKAAtLW7KQ/0REQkvs4a4xMbmhoUUF4c4mAhXVFvEyr0rqaj0t4/fNsaVrItI/zNunDu+mZNxLlmxg9srs0pKQhuXdKhpquG/W/6LwXDW8E9hrftvNnx4qCOT3qDEhvRIejqkegcR702mvKGcknrtpeXwlZa68Yv19ZpOSyQcnTR6FgAb6xaxd6+rrJIj88SqJ5j64FS+9J8vEh3t+gqlpWkMt0h/FR8PeXkdjUSttSQmWrZs0b40XLyy6RWa/c3kJ51AZlw2VVWu0kbTb/cPSmxIj7hfeNPeZ2NtiYajSM+9vvl1Ptj5ATt2N5CQ4MoyNSuASPiZPmwCMZ549jRso6SulLq6UEcUuTzGw/CU4QwxM0lMdAndwYNDHZWIHEsjRrjk5YNrf8xFb41lc+NC6uqgujrUkQnAv9b9C4BTcy8C3PDAUaNCF4/0LiU2pEfi4920nDNSz+bc4ZcSHxUf6pAkgnz5P1/mhEdOYGPlOqKiXDm2+muIhJ+EeC9nZF/Jp4bcSItt1MH4UfjKnK+w4obtnJF2Iz6fu2KbmhrqqETkWPL5XCPR3TW72VW/hQUlrxAdDbt2hToyafY38+8NLwFw5tALqa111cMaHth/KLEhPeLxuOEo1w3/EXeOf4pZQ2aFOiSJEA0tDWws34jXeBkeNxG/3yXJ4pUbEwlLvzz5//jqqIcZljKUsrJQRxPZSkshyuehtdVdxVVCd+AxxpxrjFlvjNlkjPl2N+vTjDHPGWNWGGM+NsZM7rRumzFmpTFmmTFmUd9GLkcqJweOzzoPgA+K/0NSEhQWul4OEjrvbHuH6uYqRsZPZljCWOrrYfToUEclvUmJDemxzEw3HVJNDbS2hjoaiRRrS9cSsAFGJOaRGBtLQ4MbhqLpDkXCU2amK8+NjUWJjSNU3lBOeb2b6jEpyU3zmpOj/d5AY4zxAn8AzgPygauMMfldNvsusMxaOxW4Fvhtl/WnWWunWWtnHvOApVcYAxdOPQ2fiWJ15cfU+MsIBFyiU0LnhXX/BuC0QRfR2upmfVQVXf+ixIb0WHIy+P2WsqYiXls/P9ThSIRYuXclAMNiphAfD42NahwqEs4SEy17m7bxftnzNDS4JIccnocWP0TGL9L548Y7iY52fYWys0MdlYTAbGCTtXaLtbYZeAK4sMs2+cAbANbadcBIY0xO34YpvW3M0CQmJZ1EgAAflbxOQgJs2xbqqAa2rxX8nLvHv8yFw6+nqsrNhOLRmXC/ov+c0mMJCWCxfG75aM5/+hSqGqtCHZJEgJXFLrExPHYKUVFunHlSUoiDkgM6mrJp6R9iYi23rSrg64suoqJlD/X1oY4o8izfuxyA3JiOrnQpKaGKRkJoCLCz0/PCtmWdLQcuBjDGzAZGAEPb1lngNWPMYmPMTQf6EGPMTcaYRcaYRSWaWzQsxMfDSYPOBeCDkv8QHw+VlVBbG9q4BrLdO2I4beh5DE0Yg9/vquikf1FiQ3osJgYS4j1MTJrL1LTjKWtQjbIcWjCxMTJuSvt0ZxpnHp56qWxaIpzHeDhh0NnMSjuXhkCNZkY5AsuLXGJjXEoBjY2u4jEmJsRBSSh0N/io68Sf9wBpxphlwJeBpUBwwO8J1trjcPvkLxljTu7uQ6y1D1lrZ1prZ2apJDJsXDLV9dn4sORVAjaAzwd79oQ4qAGqpsZSVQVxca6CLj5eF9n6I1+oA5DIkpUFv5zyJoEAjEoNdTQSCYJDUcYkTaGpyR3g+7TnCVftZdMAxphg2fSaTtvkAz8DVzZtjBlpjMmx1u7t82jlmHn0U0+xZElHn40hXa8xywE1tDSwvmw9HjxMzJhEXR2MHRvqqCRECoFhnZ4PBXZ33sBaWw3cAGCMMcDWthvW2t1t98XGmOdw+2iNBY4Q88ZOIjN6KKVNhWyoXsbY5OPYvt01rPR6Qx3dwDLvL7NJZTh3ptyPrclh/Hj1POqPVLEhhyUjw3V19vtRebIcUll9GXtq9xDnTWB02igaGtRfI8wdbdm09BNJSW7YWFycGogertUlqwnYAENix5MUF4vf72YVkwFpIZBnjBlljIkGrgRe6LyBMSa1bR3A54H51tpqY0yCMSapbZsE4GxgVR/GLkcpOtpwypC24SjFr+DzuWPo8vIQBzbAbC7bxqryRSyvfpOUqHQCAR2L9ldKbMhhSUhwB7t+28rGIk3KLQfX0V9jEnGxHlpaIC0txEHJwRxt2XTHG2nMd0SLiwMbVcfG6uU0NamB6OEIDkMZHV9AIOCuzKrkeWCy1rYCtwGvAmuBf1prVxtjbjHG3NK22URgtTFmHW7IyVfblucA7xljlgMfAy9Za1/p228gR+vC/LZpX0v+A7ghENu3hzKigSc5MJK/FuzgZzOepKUpiuRkdz4j/Y8KwuWwJCRAccsWPr9sArmrh7Lz61tCHZKEseAwlBHxUzDGlf2pv0ZYO6qy6S7bPQQ8BDBz5syuyREJc83+Zi78IA2/beW5WXXU18cRHX3o10lH49AxiQXU17vpc1V2PnBZa18GXu6y7MFOjxcAed28bgtQcMwDlGPqU5POwPuyj5UVC6hpqSQxIZWSEmhocAlkOfa2bYMRacNITBxGSQlMVsvzfksVG3JYPB7Iyx6GxbKrbht1zeoqJwcWrNgYHT+F1lbXPC82NsRBycEccdl0H8cpx1i0N5rRqWOxWAob11FTE+qIIseKvSsAmJhWQEMDDBoU4oBEJGRS41KYkT0Pv/XzUcl/McYdS2uIX9+oqfVTUmJJTHQV59a6ZLP0T0psyGHLzY5iSOw4LJa1JetDHY6EsWBiY1zqlPYrlxK+jrJsWvqZSVnustbullUaE95D1tr2io1JmQVYq2leRQa6a6ddw3lZNzM0YTTghqNodpS+8bv3H+GmleN5cedfqKtzx6G6wNZ/aSiKHLaUFBgWO5EdDWtYvnstM4ccF+qQJEz98qxf8eT8JUzOnE5znRIbkeBIy6al/ykYNJnnNjzF9kYlNnpqZ/VOKhsrSfZlkuodRGOsO4kRkYHrS3O/wGzvF9qb7sfFQWmpayQaFRXa2PqzQABeWP8vdjVuxG/91NfDhAmhjkqOJVVsyGFLTITh8fkArCxac4itZSA7Lmse52XcRnpcGtaqv4ZIJJmS4yo2NlevoqkJmppCHFAE6Nw4tLHRkJ0d4oBEJCyMGNExm2BwmtFqDeI8pnYW17C48r8YDCdmfQpjNENVf9ejxIYx5hfGmK93em6MMZXGmPi25380xpxwqO2kf4iJgdFJEwFYU6zEhhxYba37A26tG1OqLtQikWNytktsbKl1M0xqiu9DCw5DGZdcQFOTmyJdRCQQW8qb5X/j7d0vAq5So7g4xEH1c08ve4VW20xB+glEt2STm6sKmf6upxUbk4EVnZ6PAkqstcHDnDnAhz3YTvqJaYNdxcaGirUhjkTC1TNrnuGH7/yA7U3LaGyE5GSX3BCRyDAmbQwx3hiKm3dQ76+mtjbUEYW/OUPmcsGgLzIv52xAyVwRcebvfJNfbrqORzf/L+AqWPfscRd+pPe1tsJLm/8FwKk5F9HYCEOHhjYmOfZ6epoxhX0TFlODz40xE4EN1lr/wbaT/mX6iHF48LCzbhNNrc2hDkfC0NNrn+b+1T9me/NSGhvVX0Mk0ng9XiZmuiR2kX+1uvj3wAmDzuSWYX/ghNxzMEb9NUTEOWv0WZw18jxOTL0cAJ8PmpuhTpMLHhN7S5v5uOIlAE7MuhCvF9LSQhyUHHOHTGwYY9KAaGttUafFnRMW5wGv9GA76UcyU+LIiRlFAD8rd28MdTgShq6ZfB1XDP4OM7JOoLUVUlNDHZGIHK5gn41tDWog2hPB4XeNja7Rttcb6ohEJBykxaXx6rUvc9moW9v7FRkDFRWhjau/enHFe9T5qxidNInUwFiGDtX+eCDoScVG1yoM2DdhcQ7wyqG2M8YkGGP+aoz5kzHm6iMPWcJBfDwMj3NX8pbvVp8N2d8JOedy/bCfMjJpHNbqyqVIJAr22dhUvYrmZjUQPZhtldv429LHKW7dREODqtREZF/GwMiRUFPjnsfHQ1HRQV8iR6CpCd7e/l8ATsg6j+ZmGDQoxEFJn+hJYmM8sDn4xBjjAU4A3m1rCppqrd19sO3aFl0MPG2t/QJwQe+EL6ESFdXRQHTlHiU2ZH81Ne6PuN/vSi7j4kIdkYgcLjUQ7blXN73KNz78DP/Y/SNVqYnIfgI2wPrGd/j7zp8QCFji4qCszE37Kr2nvByWVL0OwIy0M4mOdhV00v/1JLGxHZhljIlte/5dYL61thQ4DXirB9sBDAV2tj32H3XkEnL5Wa5iY02pGojKvhbuWsgDCx9kr38tjY1uZoDg9GYiEjmCiY0dDasxpuNKo+wvJ34oc1MvZFbWqYAah4rI/q554TIe3XUna0rWts8ap2lfe9eKjeVsqltMlCeaUd4TGT5czesHikP+Z7bWvoZLXqwzxqwH8oBb2lafhxuGcqjtAApxyY0efa6Ev7kjZnBy+hVMijtdXZ1lH0+veYafrbyVdyuepKFB84aLRKphycO4ecYtXD7k2/ii/WogehAn557PXeP/xScH30hMjKrURGRfHuPhnLHnALCg2FUUREdr2tfe1NAA83e+hcUyNW0eUSSQkxPqqKSv+HqykbX2a8DXulk1D7i9B9sBPAv83hhzPvDiYcYpYWjGsMl8J+8JwI1ni409xAtkwFhetBKAvJQpWOumehWRyGOM4cFPPsCiRa4xphrdHVhVlbsqGKxSExHp6pQRp/DYisdYVf0u8NX2aV8nTFBla28oKYHl1a6/xozUM4mPh6SkEAclfaZHiY0DsdYedxjb1gE3HMnnGGPOBX4LeIGHrbX3dFmfAjwGDMd9p19aa/98JJ8lPde5GWR9vRIb0mFVsUtsjE2aAg0qyRaJdJmZbiy4tS6RHRMT6ojCS3lDOa+uW8mI2Kk0NqapcaiIdOvkEScDsKb2XRoaLHFxhqYmN+1rYmKIg+sHduyA04dcRHRsgIL48xkxQgmjgSTsh4QYY7zAH3DDXvKBq4wx+V02+xKwxlpbAJwK/MoYE92ngQ5AMTFQRzGLK/7L6t2bD/0CGRAqGyvZVbuTGE8cuTFjiI7WSZBIJCurL+Pd0uf4qPwlrHUH4LKvt7a8w60fn8rda6/CWp2giEj38tLzyE7IpqKlmPWlGwE3Damq4Y5eTY27nTLkHL439Y+MiptGVlaoo5K+FPaJDWA2sMlau8Va2ww8AVzYZRsLJBljDJAIlAOtfRvmwPRs8c/4/oazeGrNU6EORcLEqmI3e8LIhHxamrwqyRaJcMuKlnHtSxfz5O6f4vG4ISmyr0WFywEYl1QAqEpNRLpnjOGk4ScBsKJqPuD68ezeHcqo+ofiYpckAtdrIyVF++KBJhISG0PomE0FXBPSIV22+T0wEdgNrAS+aq0NdH0jY8xNxphFxphFJSUlxyreAWXW0JlMSjyR2FZ15hFn2e5gf43JNDaikmyRCDclZwrnjT2P2Zln4/W6qfRkX0t3u8TGyLipJCW5Ka5FRLoTHI6ytu5d/H6X2Kis1LSvR8NaNwzlv1UP8p/Cv7O3soqRI0MdlfS1SPjT293IqK5zcJwDLANOB8YArxtj3rXW7jOBkrX2IeAhgJkzZ2oej17w2YKrmdB8NQDNza67swxsS3d39NcIBJQtF4l02QnZvHz1y6xZA4WFKpnuzqpSl9gYFl2gKjUROahgxcaaunepq3MN1gMB14BYF4OOTFUV1DcE+NOmO6lsLuWhKevJyEgJdVjSxyKhYqMQGNbp+VBcZUZnNwDPWmcTsBWY0EfxDWhxcbRP9VpfH9pYJDys2LsCgLHJUzBGiQ2R/iIjwx18NzXpymJnlQ3V7KrfSpQnmhzveE1vLSIHNTVnKskxyeyq30ph9S7AXRhUMfmR27MHjK+F68d+hzOzr2b68Dz1dxuAIiGxsRDIM8aMamsIeiXwQpdtdgBnABhjcoDxwJY+jXKAiosDa1rYXr+W4koNvB7oAjbA2nKX2BgRO5WEBIiKCnFQInLU6prrWFv9MVvrV2KtEtmdfbTN7fNGJ07C54lSMldEDsrr8XLCsBMAWF3zLkD7tK9W9eSHze931YQZKTFcM/oO7hj5GMOHayqUgSjsExvW2lbgNuBVYC3wT2vtamPMLcaYW9o2+zEwzxizEngD+Ja1tjQ0EQ8sxsBdm87llpX5/Hfju6EOR0Jsc/kW6lpryIwZRHwgVyXZIv3EYyse47R/zOG5ol9hrWvMJk6wcejYpAJ8vn2nQhcR6U5wOMqGpvk0NLi+PE1Nas58JCorobXV/RsGAuDxQFpaqKOSUIiEHhtYa18GXu6y7MFOj3cDZ/d1XOKMT5/AorI3Wb13LW5WXhmoPt6xFIDxKdNpaUEl2SL9xOTsyQDsbFqFte5AMjc3tDGFi8VtiY1Rca6/htGFQhE5hGAD0R3Ny6mrcxXQHo/btyYlhTa2SLNrF5ioJv64/qfkx53JGWNPUrXwABX2FRsS/iblTARgU/Uajbse4BYWtiU2kqdjrfpriPQXk7InAbCtbg0tfr9mRmkTCMCa8rbGoVEFavwn+zHGnGuMWW+M2WSM+XY369OMMc8ZY1YYYz42xkzu6Wslcs0aMovltyznjavfJdA2j2NCgqZ9PVwtLW4Iz7bWBfxp4938duOXGDw41FFJqERExYaEt6mD8gHY2bCW+no3b7QMTNeP/TbDms5lVNYgaFBJtkh/kRqbytDkoRRWF1Lm30p87dj2kt+BrLrGz7Z6NxPUqPgCXWmVfRhjvMAfgLNwzfAXGmNesNau6bTZd4Fl1tpPG2MmtG1/Rg9fKxEq2hvN1JypWAsxMW4oRWwslJZqlsHDUVHhEswLy/8LwIy0M0lNDW1MEjoD/JBEesO0IcHExhrq6tT1aCBrrEpmTu7J5PjySE4GrzfUEYlIbwkOR9nesIpAQH02AFYUbqIp0EBO7FASvemqUpOuZgObrLVbrLXNwBPAhV22ycf1h8Nauw4Y2dYIvyevlQhnDOTkBqit7RjGVl0d2pgiyc6d7iLax6UusXH22DN17DmAKbEhR21wcg6JvlRq/ZVsKtob6nAkRIJzsMfGQmOj5mIX6W8mZ7nExo6mlUpstFmw1Q1DGZNYQHy8rrLKfoYAOzs9L2xb1tly4GIAY8xsYAQwtIevlQi2qXwTJzxyAl94/zSam92y6GgoLg5tXJGiudlNkRuIrmRN5UK8xsf5k08OdVgSQkpsyFEzxpCX4qo2lhaqQnKgemXd2/xw3YW8tOtvNDejUkCRfiZYsbG7dRXNzereHwjAEDuHb016kHOzbiI7O9QRSRjqrpVs19LWe4A0Y8wy4MvAUqC1h691H2LMTcaYRcaYRSUlJUcRrvSl7IRsPiz8kCV7P6LFNrb3Jisq0rSvPVFe7v6dlpS/TYAA+UnHMzgzMdRhSQgpsSG9YmKWS2xsKF9La2uIg5GQeGfbe3xY+QIbqpZhjBqHivQ3U3KmALC1zvWUGOgNROvrIcM3gstG3cys5As0vbV0pxAY1un5UGCf9pDW2mpr7Q3W2mnAtUAWsLUnr+30Hg9Za2daa2dmZWX1YvhyLCXHJPP2dW9T9PUiBmfHUl/vpixtbnaVr3JwwWEoH5W4YShnjDpTs1INcGoeKr1ick4+rINtDatoaNBUVQPRWdnXEjV+DOMyx+EJqHGoSH8zMXMiHuNha/UG8DZRWRkT6pBCqrq6Y0y8tfq7J91aCOQZY0YBu4Argc903sAYkwrUt/XR+Dww31pbbYw55Gsl8p004iQABg+GFSs6LgrV1ropYKV7TU2u0WpWVkd/jfMnnhniqCTUVLEhveK4Ie5K3rb6FdTVhTgYCYno+uGcP+IqRsXMID0dZc1F+pm4qDjy0vPwWz+7mtfS3Ez7uPCBaFNhBY/u+Q6vFz5LTIxOQmR/1tpW4DbgVWAt8E9r7WpjzC3GmFvaNpsIrDbGrAPOA756sNf29XeQvpGa2jH8JCoKyspCGk7YKy93x5l7G3eyvW498d4kTs2bHeqwJMRUsSG9YvrgqQBsrV9BWXmA3FzlzAaS5mZXlp2V5a5iDht26NeISOSZkjOF9WXr2dG4klFx06ivH5gNM62Fj3Ys4x877mFCxWw+efbFoQ5JwpS19mXg5S7LHuz0eAGQ19PXSv/SGmjl6mevZvHuxTw4ZQ3NzdHExblqBDmwwkJXGfxGW7XGCUNOw+fRae1Ap7NP6RXZCdlkxuTSEKhl9a6toQ5H+tj7Wxfzu6238k7RCwQCkJwc6ohE5FiYku2q8/YEVtLU5BKaA1FdHaT7hvL5vDs5I+M61NZARI6Ez+Njxd4VbK7YTEXsEmprISbGDUVpaQl1dOGpsdElfjr31zh3nIahiCo2pBfdOOXL7CmytDbE4/ejeaQHkDc2v83LxQ8SFwf5uReQqKbUIv3SJ8d9kpSYFMb4TqFpO1RWurHhA01NDQyJzeOWYXdTXIz2eSJyxE4afhLrStexpu5dZrfObV9eWwtpaSEMLEwFh6GA5eO2xMZ5SmwIqtiQXvTtE77LVUO+R1rUoAF7FW+gWrJ7KQBjE6YTGzswS9NFBoLjBh3HV+d+lbkjpxEVBRUVoY4oNEpKIDYW/H43Hl7NkkXkSJ003DUQXVT8Ll6vm0raGKiqCnFgYWrnTtdkdW9jIS2BZnLjBzMhc0Kow5IwoMSG9JrOB3ZKbAwc1sLq8iUAjIiZrpJskQEgPt6d0NfWupP7gcRa2LO3hReLf8dHe94lM1PNkkXkyAVnRnl/53tkZgWor3f72JKSEAcWhhobXcVGfDzkxA7jiRmlvHPd+xjthAUlNqQXeXytrKx/nf+U/HHAXsUbiMpr6ilsWI/XeBnim0JGRqgjEpFj6e1tb/Pzj3/EzqbV+P3Q0BDqiPpWfT1sqV7P/679Cv+z9lqys0MdkYhEshEpIxiWPIyKxgqqY1bT0OBmWaqocNUb0qGsrCORXFcHg3K8jMseGdKYJHwosSG9xlrL91Z/kt9tvYWdxdWhDkf6yMIdKwgQYFRiPtGe2PY52EWkf3p0+aP86J0fsrHlLZqaBl5io7YWttYvB2BUXAFJSSEOSEQimjGmvWpjeeW7WOtO3gMBd/IuHXbscD2NWgLNlNXUMnRoqCOScKLEhvSaKG8Unx5zNedn30p5daOyzAPERztcf43xydMxRmPNRfq7T43/FN+Y9w1mD5tJS4ub4nkgKSmBHc0usTEmsUDJXBE5asE+Gwt2zyc+HpqbXXKjpibEgYWRhgbXsDouDj4ueZMrlqRz10dfCnVYEkY0K4r0qgfPe4SPPnJjkOvr1Sl+IFi82/XXGJMwnZQUzYYj0t9dNOEiLppwESUlMH/XwGsgWlwM2xpcYmNabgEeXSISkaN08oiTAXh3x7v8IN+yZ48hJsYlUgfizFPd6TwMZX35GgLWT0aCpo2RDkpsSK/qfOVKiY3+z++HdZWuYmN4lBqHigwk8fFuZpDKStpLp/u7hgZoaoJNtS6xMWdkQYgjEpH+YGLmRDLiMthds5u66K00N48mPd2dzA+U/euh7NhB+9C/T2bcwVdPuZ7U9NbQBiVhRdcZpFd5fX72tK5hSfWrVFaGOho51iqrW9havxKAETHTSEkJcUAi0ieW7FnCY2v/RB0ltLS4k/2BoKYGKlv3Uta0lzhPIpOHjAp1SCLSDxhjOHH4iQAsq5gPgM/nhqQ0NoYysvBQX++mv42Ndb1HPB4YlZtOdoK6N0sHJTakV1U2VvK5xZP4yYZLKC1Tk43+bsnOtbTaZobGjyExKkUVOiIDxDde/wa3vHQTO/wf0dg4cBqIlpXBjqa2xqHxU0lO0mGUiPSO4HCUD3e/S1wctLS45bW1IQwqTJSV0T7sr6iyguxsS1RUaGOS8KO/yNKrMuIzyI0fQmOgjvXFm9VAtJ9bsM311xiXNJ3oaJdJF5H+b0r2FAD2BFbS3Oyupg0ExcWws8UlNiamF6inkIj0mlNGnMLsIbPJz8onJ8fNiBIV5U7qB7rgbCgAd6++mvP+O4T3d7wf2qAk7CixIb1uSrYbc7ypdvmAuYo3EFkLm0q3AjA6fjoZGSEOSET6TDCxsbVuJV4vlJaGOKA+EJzadkudS2wcN1j9NUSk98wYPIOPPv8RX5v3NTIyXMVGXJxrIDqQ1dW52bdiY6G+pYEV1W+xt34PY9PHhjo0CTNKbEivmzbIHextrV8+YK7iDUSNjfCZwT/ijbPLOCfjFjIzQx2R9AZjzLnGmPXGmE3GmG93sz7FGPOiMWa5MWa1MeaGUMQpoTUlxyU21leuJDa2o8Fdf1ZT477jhmqX2Jg5TIkNETk2kpLc/iYmxp3YNzeHOqLQKSvrmHHvg11v02wbmTFoBjmJOaENTMKOEhvS644bPBWALfXLqaoKcTByzNTWuj+6KdHpJHrT1V+jHzDGeIE/AOcB+cBVxpj8Lpt9CVhjrS0ATgV+ZYyJ7tNAJeQmZU3CYNhQvg7ja6apqf83uCsvB+ttYlvtOgyGOSOnhDokEelnrLWsKVnDu7tfIzYWWtsm/airC21cobRjR8esix+U/AeA88aeF8KIJFwpsSG9riAnWLGxgvLyEAcjx0x5uSU6uuMqbeepfiVizQY2WWu3WGubgSeAC7tsY4EkY4wBEoFyQPOtDTAJ0QmMThtNa6CVCu96mpr6f4O74mIoCqzCb1sZGp9HSrx2eiLSu9aUrGHS/ZO4/l/Xk5VlqatzTTMH6oXCujpXLRecDWVRVVtiI0+JDdmfEhvS6/Iy8ojxxlLcvJ3C0sp+X548UP1j1eNcs2gkj6z/OUlJbloyiXhDgJ2dnhe2Levs98BEYDewEviqtXa/NsHGmJuMMYuMMYtKBvoA4X4qOBxlr12J3w8VFSEO6BhqbnYH1xPTJ/PbKR/yo7n3hTokEemH8rPymZY7jdNGnUZcSi3Nza7PRnFxqCMLjaqqjtlQ1pVsZHfjJtJi05gzZE5oA5OwpMSG9Dqfx0d+xmQANteuUAPRfqi1FVaVLqGocTsNzU3qr9F/mG6WdU1NngMsAwYD04DfG2OS93uRtQ9Za2daa2dmZWX1dpwSBoINRLc3rsTn698N7oLVKNHeGPLi5nDhpHNCG5CI9EvGGJbevJS/X/x3BmUkYa1LbFRWgt8f6uj6XlFRx4x77+911Rpnjzkbr0dTUsn+lNiQY6Ig1w1H2aIGov1SbS3cMOxenjxlFaen30B6eqgjkl5SCAzr9HworjKjsxuAZ62zCdgKTOij+CSMBBMbG6tWEh3tKhpa++mgpMrKjqo0Y1BPIRE55uLiXPNQv98NwxhofTb8fjfjVny8+/6Lq11i4xN5nwhxZBKulNiQY2J6WwPRrfXLqa4OcTDS62pqIMrrZUzSJLJihqq/Rv+xEMgzxoxqawh6JfBCl212AGcAGGNygPHAlj6NUsJCcCjKmjJXsdGfD7z37gUbXc0XPziHZ0p+QrTa5YrIMVTRUMHz6/9FemYr9fUuodrf+xh1VVvrkhseD5RW1bOi+i0AzhmjijnpnhIbckwEG4huqV9OaWmIg5FeV1JCe7fuqCh3VUEin7W2FbgNeBVYC/zTWrvaGHOLMeaWts1+DMwzxqwE3gC+Za3Vb/kANDZ9LDHeGHZU7SA6uYqGBvplIru11Y3z3tywiI/LX+PjqhdDHZKI9HNz/28un37y0+xhMY2NrnKjPw/3605FRcc0rwtL3qY50KRpXuWgIiKxYYw51xiz3hizyRjz7W7Wf8MYs6zttsoY4zfGqDg+hKbmuIqN7fWrKKtoJbBfa0GJVNbCc+uf5svL5vH0lofJynJXEqR/sNa+bK0dZ60dY639n7ZlD1prH2x7vNtae7a1doq1drK19rHQRiyh4vP4yM9yswGXelYC/fPAO3iVdELKdL439hm+Pue7oQ1IRPq9U0ecCsBHJW9gjLuAVFrKgGrIX1S0/zAUTfMqBxP2iQ1jjBf4A3AekA9cZYzJ77yNtfYX1tpp1tppwHeAd6y1mmg0hNLi0vifk37Nd/L+SWurVZ+NfqS+HlZVvc/KygUU1xepcajIAHbvmffy5rVvMnfkNGJjoays/x14V1a65G1ydBonpF/M5VO7zoAsItK7zhh9BgDvFr5BVJRb1tLCgGnI39Li9r2xsVBTY1lS8zKg/hpycJEwQeNsYJO1dguAMeYJ4EJgzQG2vwp4vI9ik4O4Y97/4+233eP6ejVb6y/q6mBT/WIAxsbPJHm/+TBEZKA4a8xZgBuu4fO5+4YGd5Wtvygudt+nuRkSElxJuEhPGWPOBX4LeIGHrbX3dFmfAjwGDMcdl//SWvvntnXbgBrAD7Raa2f2YegSQqeNPA2A93e+T9LUBuqr3Jjfurr+tX89kJoalyQ3Bhob4TdnPMjHpf9l9pDZoQ5NwljYV2wAQ4CdnZ4Xti3bjzEmHjgXeOYA628yxiwyxiwq6Y/1smEmNhaio13Tn3LVz/QbxSV+NtUtAWBCygw1DhURfD5ISoKmpv7V4M7vd+O8a81ufrjsej6o+1uoQ5II0pOqY+BLwBprbQFwKvCrtubNQae1VSUrqTGAZCVkUZBTQJO/iW3+D2hsdD3NyspCHVnfKCtz39fvB5/PcNHUs7j3rHs1zascVCQkNrobvX+gQtdPAe8faBiKtfYha+1Ma+3MrKysXgtQuldcV8y/y37FU7t/MWB2xAPB0p0baAzUkR0zjLzBWeqvITKAWWv56bs/5dNPfpqUjCZaW/tXIrumxo3vXlX5Ia8V/5VXdquljByW9qpja20zEKw67swCScYYAyQC5UA/nThZDseZo88EYGHpG4DrszFQrssG+2vU1UFubkcTUZGDiYTERiEwrNPzocDuA2x7JRqGEjZqmmr49Zqv88zuX1FT40qUJbI1N8PykkWAG4aSnR3igEQkpIwxPLriUf617l/sbl1BdHT/OvAuL3cH1KsrPwZg7jCVQcth6UnV8e+Bibhj25XAV621wZbrFnjNGLPYGHPTgT5EFcn90xmjXJ+N+TvfwOdzlXG1te5YrD8LVv7FxEBVfT3fXXYJf1r8J2x/a+AkvS4SemwsBPKMMaOAXbjkxWe6btQ2RvEU4Jq+DU8OZHTaaL4w9cvE1kymNeCnrs5LSkqoo5KjsU9/jYQZJCWFOCARCbnvn/R9jDHkDx7Nih1uP9HSQnvDu0i2Z4/rq7Gy/CMAThgxJ8QRSYTpSdXxOcAy4HRgDPC6MeZda201cIK1drcxJrtt+Tpr7fz93tDah4CHAGbOnKmzv37ipBEn4fP4WLRnETHTKmmoT8UYd9Kf3o/nfuw8bfjy6rd4aeuz7G3awRdmfCF0QUlECPvEhrW21RhzG/AqrvHSI9ba1caYW9rWP9i26aeB16y1dSEKVbowxvD78+/jzTdp3xErsRHZqqpgU51LbIxPmqn+GiLC1VOvbn+8Idbt62trIS0thEH1gqYmd4CdkeVnbbWrVFPjOjlMPak6vgG4x7rL0ZuMMVuBCcDH1trdANbaYmPMc7ihLfslNqR/SoxOZO7Quby34z02tbzDoIYLiYqCvXv7d2KjpMRVazQ1wfTsWTw07iGSY9SpXg4tEoaiYK192Vo7zlo7xlr7P23LHuyU1MBa+xdr7ZWhi1K6Ex3txsgZM3AaHvVne0v8bG5rHDpn2Aw8EbEHEZG+kpXlyqQ7X3GLVFVV7n5rzVoa/LUMSxpBTmJOaIOSSNNeddzWEPRK4IUu2+wAzgAwxuQA44EtxpgEY0xS2/IE4GxgVZ9FLmEhOBzlo5L/Yq1r0rxzZ/8d3m2t66+RkOCq/yYOz+YLM77AFZOvCHVoEgF0WiLHVGVjJQsbnuD14r/2+8RGIOD+2Lz9NixZAjt2uPHZTU2hjqx3+P2wYtd6GgP1ZEcPZ8LwzFCHJCJh4tHlj3Lrv28lLsVNiVJaGuKAekFxsZvdK9hfY9ZgVWvI4bHWtgLBquO1wD+DVcfBymPgx8A8Y8xK4A3gW9baUiAHeM8Ysxz4GHjJWvtK338LCaVgA9H5ha7PBnTM1tQf1de75Hhw+vCMjFBHJJEk7IeiSGTbVb2Lr394FdnRIzgj8zqamlx5WX9TUwOrVkFlpRtuU1PjSukCAVetkpwMxx3nDpIjVW0trK9x5dh5CTPVX0NE2v3vh//LsqJlXDj2KuLiTqaszO3/IrWqy1pX7p2YCKu2usTG8cOV2JDDZ619GXi5y7LOFce7cdUYXV+3BSg45gFKWJs9ZDYJUQmsLV0LxxXR0JBLfLy7eNYfJ3gMVvtZCy8XP8C/F6zhttlfZGLWxNAGJhEhQg85JFKMzxxPnC+O4ubtVLeUU9fPOqD4/bB5M7z3nsswZ2e7xE1iImRmuudZWdDQAAsXQmNjqCM+clVVHY1D8xJnkJgY4oBEJGzMGjwLgFVlC9uvtNXXhziooxCcecDn62gcOmeIGoeKSN+K9kbzz8v+yaYvb2LisBwaG90wjZKSyD6mPJC9e920tg0N8J/S+7l/0e/ZUrEl1GFJhFBiQ44pn8fH1JypAGyuX9ovxl0HNTbCBx/Axo2uVO5gJ/qpqe4gOZKTG0VFkBybSHbMMGYMUn8NEekQTGws2rOQ9HR3UBrJieyKCldt0uivZ0vdSjzGw3GDjgt1WCIyAH0i7xOMSR9DSopprwQ2pn9NrQ2uyq+42CU2VpeuZHPtKjLiMjh7zH4FTSLd0qmJHHPBg8HN9Uv7TZ8Na2HNGtc/IysLvN5DvyY11U2BGInJjdZWd6D/lUn/w9+m7+CCSfojIyIdZg1xiY2FuxeSne32kZHcZ2PPHtf4el3VUgL4yc+cTEK0poESkdBJSHDHm4GAu5i2fXuoI+pdtbXuu3m98GbJPwC4LP8yorz9YO5w6RNKbMgxNz13OgCb65ZQXu4OeCPd7t2uguFwpzNMSXGVGx9/HFnJjZoa99/NGHefkmJCHZKIhJFJWZOI9cWypWILLb4yYmLclbdI1NLiErlxcbCizA1DmTtMw1BEJHTufudupv1xKnWxG6ivdz3bamrcrb+oqnLHmS2tAeaXPw7AVVOuCnFUEkmU2JBjrr1io24pfr8rUY5k9fWuUeiRziEerNxYvDhypuuqqICq1r1UNVVizMGH3YjIwBPljWpPYq+rWYTP55K3kZTADaqu7kjk7qndhcEwZ4gah4pI6KwuWc3K4pWsa36j/Tja63UX2fqLoiJXKbdwzwL2Nm1naPJQThx+YqjDkgiixIYcc5OzJ+Pz+ChsXE99a21Ej7sOBFxSIyrK3bqy1o0rb24+eGVKaqrLsm+JkH5IRUXwdPH/cMbrabxZc3+Pht6IyMAS7LOxdO9CkpPdfrC2NsRBHYGSEoiOdo8/N/RXbLyxkisnXxnaoERkQPv68V/n7eve5kvHfw4IVs+64SiBQIiD6wWtrVBe7irlXt3jhqFcNfkqPEanqtJz+mmRYy7GF8OkrElYLFvqVkT03Ns7d0JZmftj0pXf70qvY2LcDrqszB0gl5S4aWC7yshwjUe7WxdOmpvdFUy/aSTKxDB1SF6oQxKRMNS5z0ZmZseQjkhireuvkZDQ8XxIZjKJ0SpTE5HQmTVkFqeMPIXkhBhyc13S2OeLzP1sd4JDnv22hffKnwLgM1M+E+KoJNIosSF9YvogV6K8qX5JxDaUq6lxDUO7G4LS3OwSGPn5MHs2nHQSnHUWnHwyzJrlKjS6Nk71eCA5GZYvD+8hKcHxm9+b+hDPzKjhnPGnhjQeEQlPwYqNhbvczCg+X+T12aivd8NnoqKgvLaWxERLbGyooxIR6TBsWMew7thYKCwMbTy9ITgT1QdFb1DVWsLEzIkU5BSEOiyJMEpsSJ84Ltf12dhav5SaGlfdEEn8flixwo398/n2XVdf7xoezZoFI0e6cdngdtDx8a4yY+pUSEravzojPt4dRG/a1Bff4siUl7vvHAhATFQUaSnqTi0i+8vLyCM5Jpk9tXuosruIiXHVXi0toY6s56qqaJ/K+tdr7uCSBYN5Yf0LoQ1KRAR4ffPrnP+P8/nr+l8THe0uiiUmuuHCzc2hju7oBCvlXt7phqF8ZspnMEaN6uXwKLEhfaJzxYa1LhkQSYqL3QF616aZlZXuoH3ePMjOPvDro6LguOPcfdcO1unprtdGuJYSFhVBraeQ6tpWMjN7NrWtiAw8HuNh5uCZAKwqX9g+LC+S+mwUFdFeobG1biUlDUUMSRoS2qBERIBmfzMvb3yZvyz/M8OHu+NSjyfyp9cODnkmqp73y54DUF8jOSJKbEifKMgpwGDY0bCaxpamiGogGgjAunX799WorXX9NObNc0NKDiUmBmbMcAf6nRM7nYekhNuVzaYm9z2/sewTXPh+JhXRK0MdkoiEseBwlPWl68nKcgesVVUhDqqH/H53chAf7/b7v5nyActvXtWemBcRCaWzxpxFWmwaK4tXUhm1un0Yc2IibNsW0tCOSnW1q3aeX/RvGgK1zBo8m7HpY0MdlkQgJTakTyTFJPHKNa/w/Bmb8ZloSkpCHVHPFRe74SIxMR3LgrOfTJnCYY2/TkhwQ1bq613SICguzj0PtyEp1dVQ0VLEppqVtNpmpg8bF+qQRCSM3T73dkq+UcK3TvwWmZkucRspfTYqK11yw+Nx++isLMPU3Enqyi8iYSHaG80lEy8B4MWtT5Kc7HptxMW5BHIkXTTsrLTUVTQPiprIp4fdwi0zbw51SBKh9Nda+szZY85myvBheDyG4uKDT4caLgIB2LBh/4qM8nLXT6O72VEOJSUFZs7sOIgOysiArVvbyvHCRGkprKz7LwBTU04mLTnmEK8QkYEsJzGHzPhMwPUVio11w+wioa/Szp0dieqK2npyc0Mbj4hIV8EhGk+seoKRI237UD+PB/buDWFgRygQ6OivMcgzhd+c+QCfm/65UIclEUqJDelTSUmu3Ky5OTIyyyUlLs7OVRmtre47jBlz5O+bkQHjx+87U4oxbse+dm34JH2KimB57esAnDbiLNTHSUR6Ki7O4vW6pEa47++bm93+LikJWgMtfHbpEC54cTa1zRHUIERE+r1TR55KTkIOG8s3UuhfijEuOZCSAtu3u8eRpKysYyYqa90sgiJHSokN6TOF1YV8+c3r+NWWazEm/MddW9t9tUZZGUyYsO/QlCMxcqR7786N9RIT3fuHQ+l2QwM0NFgWlrnExicnnB3iiEQkEvz8/Z8z6rejeGrtk2RkuIPWrk2Tw02w8Z4xsKz0Y2r9ldS2VJMYnXjwF4qI9CGvx8tl+ZcB8PS6xxk0yB1HRkW5fW24H1t3tXmzu6h335pv80bZX/HERNjsAhJWlNiQPhPni+OxlX/j/fJnwOOnqCjUER1caan7Y9G5WqO+3iUjhvRCk3yv100DW1e3b5l2aiqsWUN7U6hQqamB7Q2rKW3aQ1pULnNGTQ5tQCISERpaGthWuY3lRcvJynJJ4nDvq7R1a8esV+/vccncs0afFcKIRES6FxyO8uTqJxk8JEBjo1seHQ27d4cwsMNUXe2Gdtd7d/Polp/z2y030WojfN5aCSlfqAOQgSMjPoM/X/hn4usnQK1LHPj94Tl9aLBaIylp32U1NTB3rhvL2BuSkiA/3yUycnLcspgYt7PfsQNGj+6dzzkSxcWwst4d4M/JOpPoaI1DEZFDu7bgWi6ccCFTc6ZSXeWSwyUlbh8ajsPZamvdPjc4ZfeiitcANwOBiEi4OX7Y8QxLHsbO6p2srV1AdPQJtLa6C2+FhTBunKvgCHc7drhj3ihfEreNepDo9N2kxqaGOiyJYKrYkD51/bTrOS1vLgS87YmCcFRW5g504+I6llVVuUqN9PTe/azhwyEtbd9/i/R0l1hpaOjdz+qpQMA1oVpW7RIb54zVMBQR6ZlRaaOYljsNj/GQmOiS112nuQ4ne/d2JNirmytZX/sxPo+PU0eeGtK4RES64zEerph0BQD/XP0EI0e6Y1SPJzIq5MANm9m50yVjEnxJnJd1Ez8+44ehDksinBIb0ueCPSs8HjczSLgJVmskdhpa7fdDS4vLgvc2j8dNG9vQ0DH8xOt12faNG3v/83qiogLqGptYWvEOAOdPODM0gYhIRPN6LcnJrjlnbRj24QwEXMO94N+lD/a8RQA/c4fOJTkm+eAvFhEJkeBwlH+u+SeZ2a3tQ5qTkmDLlvBpQn8gu3e7Y12Px/19iI/f92KiyJFQYkP6VEVDBT95/07+sPPzeL1uiqdwU1npMt/x8fsuGzPm8He6S/cs5b0d7x1yu8RENySlvLxjWUqKKykMRfJn507Y3LyARn89I+MnMzZ3UN8HISIR68PCD/9/e/cdH1WVPn7882TSSA+EGkIvUgSEWAALoCLq1/pdV1Zdu35ZG+p3rbi6a/uprC7WL+qK4q5rWUVFVwULCFiQ3lsooQSBkN7b+f1x7iSTkEACybQ879drXpm5c2fuOZdwcueZ5zyH0TNGc/3s6+nQwQZtPVeB8hc5OVBaWpO2/fN+m6U2vpdmqSml/NfwzsPp07YP+wv3s/TA9yQk2Ky4yEibAezPRUQrK23wJT4e3tv+IlPX3Elx1GZfN0sFAQ1sKK8Kd4Xz9A9P88XeN8kpySE310Zq/cnOnbULhhpjB+GuXZv2Pp9u/JThrw3nrjl3NWr/lBQ7BSUvzz4WsQGPdeu8u3xXaald9nB1oZ1nfnqyLvOqlGqauIg4ftz1I19u+ZL4hCrCw+2UD3+zZ0/tFa6W5ziFQ7W+hlLKj4kI942+j2fHP8vgDoPp0aMmKy483H4x5q8OHLBZ0IRU8O72v/Hx3ufJd233dbNUENDAhvKq6PBoTu56MlWmitW5C/yuzkZxsU2P8ywampcHXbocOVtjzb41fLDug+rH43uPp1diL0anjKas0kZvyivLG3x9SAgMGmTnHbqnpERH2+N7M7PFPTfzl0x7gX9ef/3mUinVNAOSBpAcm8y+wn3sKFpTvRShu3q/Pygvrz3e78zbTkZpGgmRCaR2SfVt45RS6ghuHH4jd4+8m44xHUlKsteRVVU1RURLS33dwkMZY5d4jY2Fb/d+yJ6i7XSJ7MOFg3XKszp2GthQXjeuxzgA1hR8R0iIXR3FX+zda+f8eWYolJZCjx71719YVsibK95k5BsjGTJ9CDfOvpGCMhsybxPWhi23b2HahGmEu8JJz0lnyPQhfLzh4waPHxMDAwbUnpKSmGhXTfFGZosxsGOH/YPzv4Oe54ouDzO+/2ktf2ClVFAREc7pfQ4A83bNITLSBhL8qc7GwYN2zHOvcrUgwwZzx/UcR2iILhqnmoeITBCRTSKSJiL31/N8vIh8JiKrRGSdiFzX2Ncq5RYWZgvc5+fbMU3Erm7nb3Jz7Rd2kZGGmVufAuC2YfcSEe6HSySqgKOBDeV143rawMbawu8AO+3BH1RWwvbtds6fW1GRfey5DaCyqpL7v7mfLs914frZ1/Pz7p+Ji4jj90N+T1F5Ten/EKn5L/bh+g/ZmLmRiR9NZO7WuQ22o1s3G213fwAIC6uJcLe0/Hx7i4yE/lGjuG3wX0iMiW75Ayulgs743jbba+7WuX5ZZyM93WbFuS05aMdlra+hmouIuICXgXOBgcDvRGRgnd1uBdYbY4YCY4BnRSS8ka9VrVxGfgZTvp3CA988QHJyTZZGbKy9bvS3IqLp6Xb6348HvmJz3irahnXmttOu9nWzVJDQwIbyulO6nkJkaCRb8taQVbqf4mLfLWvq6eBBmxUR6vFFXUEB9O176L5vrHiDp394mrzSPEZ2HcmbF71Jxt0ZvHz+y3SI7lDv+9898m4mnzyZssoyLn7v4gaLirpXSSkqorrKdWKizaRw199oKRkZNUX0Cgqgs9YMVUodpTN7nYkgLNy5kDZxRURG2ota91Q7Xyoqsplx7iLRZRWVrMqzwXatr6Ga0UlAmjFmmzGmDHgPuKjOPgaIFREBYoAsoKKRr1WtXFF5EU8uepKXlrxEeFRxdXZcRIS9tvan1Qfd073j4mBmms3WuHHQXcRGRRzhlUo1jgY2lNdFhEZwardTAViTP99v6mxs21b727uyMpu50K5d7f1yS3J56LuHAHj74rf58YYfuXbYtUSHHz6zQUR47pznuG7YdRRXFHPRexeRnpNe775xcXZpWfeUlJAQW+Njw4aWi75XVNjCqeHRRdy/7Lf8e89fiYrzownxSqmAkhSVxIguIyirLGNVzgJE7Pxvdx0fX8rMtNMO3XLzK/jj0Ge4JfUWeiX28l3DVLBJBnZ5PN7tbPP0EjAAyADWAJONMVWNfK1q5fq07cNjYx9j9sTZRIaFk5JSc03tDib7iz177PXs6uwfWZ61gGhXPP875n983SwVRDSwoXzCXWdjfbH9hszX8wDz8yE7u3ZgIzcX+vSpmX/t9uTCJzlQdIDRKaO5ashVTTpOiITw+gWvc26fc8kqzuLyDy+vLixaV48etj2FhfZxbKzNKmmplQWysmyGyBcZb/HN3n8zP+uftI0Pb5mDKaVaBfe0ju93zyU01GZI+EN69M6dtcd7Ux7BbaNu5OXzX/Zdo1Qwqm9Nsbq//ecAK4EuwDDgJRGJa+Rr7UFEbhaRpSKy9IA/RA6VVz10+kOM7TkWV4iLjh1rsuJiY+10b38o2lxRYad7JyTAzK1PA3BVv1vpEB/n24apoKKBDeUT7jobq/K/wxj7Yd2XF7q7dtVMwQD7AV8EOnasvd/WrK1MWzwNgL+d8zfkKNZBdYW4+Mcl/yAlLoXFexZz39f31b+fy05JKSioWe41IcEWEi1veHGVo5aebj90/Kb7H7iz5xtMO/PvhLp0iFBKHT13nY2vt80lKYnqDL3cXN+1qaCgppYQ2PHe5bLjq1LNbDeQ4vG4KzYzw9N1wCxjpQHbgeMa+VoAjDGvGWNSjTGp7du3b7bGq8ATE2ODtqWl9jpWxD9q2R04YIMb6cXrWLBvNuESyQPjJvu6WSrIBMSnlsZUhRaRMSKy0qko/b2326iaZkSXEcSGx7IjbwuZZbsoK6vJTPC2sjIb2IjzCBrn5tqMifA6CQv3fnMvZZVlXD30ak5MPvGoj9kuqh0fXPYBoSGhTFs8jY/Wf1TvfgkJ0KuXzSYBO2eyosLW22hORUU2NTsmBqqqhAkdr2f8IF3uUCl1bEamjCQ6LJp1B9ZRGb2HkhI7jvkyPTozs3Ym3kdbZ/Lq3htZn7nGd41SwWoJ0FdEeopIODARmF1nn53AmQAi0hHoD2xr5GuVAmyR5vP/dT7vr3uPbt1qpqPEx9tMCfcXZL7gLoAfFwdvb30GgP/udQPdk+qvSafU0fL7wEZjqkKLSALwCnChMWYQcJm326maJjQklDN6nAHAuqJ5VFX57hu8/fvtgO+eb22MDR507Vp7v+93fM+sDbOICoviyXFPHvNxT+l6ClPPngrA9bOvJy0rrd79eve22STuVMLERNiypSbY0Rz274dF2R+wu3AreXnQvfuhQR2llGqqcFc4Y3uOBWBp1tdUVdmL24wM36RHG2ODKp6B7Fm7X2TWjjdYs18DG6p5GWMqgNuAOcAG4ANjzDoRmSQik5zdHgNGicga4FvgPmNMZkOv9X4vVCBIy0rjiy1f8M/V/6R9+5pAhvv6sTmvGZsqJ8eZ8l2Vzld7/kUILqaM/V/fNUgFLb8PbNC4qtBXYNP4dgIYY/xw5WZVl7vOxsYyW2dj167D7d0y3FFkz+Vc8/OhU6fa868BKqoq6JXYi/tH309yXPPU75p88mQuHXApeaV5XPbvyyguP3R5mLAwGDLE/mEwxn7TGB8Py5c3zweDsjJYsG4Lf916DZd/fzwZBbtISTny61RwOlKGnIjc42THrRSRtSJSKSJtfdFWFRjcdTYW7JlLfLwdt1wuG9zwtoICm6HmDtxWVcF9/f7JfaMe4NIBl3q/QSroGWO+MMb0M8b0NsY84WybboyZ7tzPMMaMN8Ycb4wZbIz55+Feq1R9fjPwN7jExVdpX7GnZDNxcTXXiFFRzZ/p2xTbttkC+PN//YRKU8GErhMZlNzTdw1SQSsQAhuNqQrdD0gUkfkiskxE6l0QWYsr+ZdxPceRGJlIu9hoQkJsNLmgwLttyMqyU2AiPFaaKimx01DqOrPXmay/ZT33jL6n2Y4vIsy4cAa9E3uz8teVPDL/kXr3a9fOZlG4V0lxzw1fvfrY0guNgbVrDc9tvpmyqhLOaH8Zg1JSDgnqqNahMRlyxpipxphhxphhwAPA98aYLK83VgWMCX0mcOmASzm/7/n07GnH+fh4e7HrXtLaW/btO3RJ75N6HsdTZz9JZGikdxujlFLNpEN0B64ddi2VppKH5z1M9+4119TR0TYzt6jI++0qLLTHjomBiT0n89zAn3j87PqvdZU6VoEQ2GhMVehQYARwPra69J9EpN8hL9LiSn5lSMchZN6byf/918uI2IvNvXu9d3xjYNMmO9i6lZTYKtINFZGLCI1o9ovf+Mh4Pvzth/Rp24dJqZMa3K9fP/stZ2mpfZyQYFdJSat/BkujpKfD22tnsCpvPonh7bm+y3P01CB6a9aYDDlPvwPe9UrLVMDq264vH/32I64ccmX18tkhIbYI8sGD3muHMTYzMDbWPq4yVZSUQJcu3muDUkq1lEfOeIQIVwTvr3ufXRXLqaqy456IHXO9eY3ttnOnvb4XsRnRZ/Q+hRO69fV+Q1SrEAiBjcZUhd4NfGWMKTTGZAILgKFeap86SiJCiIQQEWHnO4eH21Q5b32Dl51tp3fUt8Sr52In036exl1f3cWvBS1XVnpYp2Gsu2UdvRJ7VW8zdZaJCQ+3q6Tk5NRsS0qygY2jWQI2KwsWrsxgxq4/AnBHv+fpnNCOxMSj6YEKEo3JkANARKKACUC9lW81Q07VJzwckpPtBW5MjM3a8Ja8PBu8dq+A9eXuf3H72uHM+3WW9xqhlFItJCU+hVtPvBWAR3+YQlJSTZZGQoItIurNLLmyMhvYCIsuYGPuCkpKbEF8pVpKIAQ2GlMV+lPgNBEJdS62T8YWWlIBoLCskNzI1ZSU2KKd3voGb/Pm2kGNigp70e2ZzFNaUcoTC59g2uJprN2/tkXbE+6qqdb5zA/PcPUnV1NRVVFrnw4d7LeL7iJQISG2mOjKlU2bxlNcDMuWGV7dM4n8ihxO7XA+J7WZSN++tYM6qtVpTIac2wXADw1NQ9EMOeXJGMOinYuY/OVkuiRXUVpq531nZ9uAgzf8+mvtZb1n7fg7W4tWkF2a6Z0GKKVUC3vgtAeIDY/lq7Sv2O1aUL3iYGiozZLz5vcM7gyRT/e8xlULh/Pugft0WW3Vovw+sNGYitLGmA3AV8Bq4Bfg78aYlv0UqprFztydJD6dyDXfnk1lpSE62jsFjrKzbcaC5zSU3FwbSXavjgJ26sk3v/+GB099kDN7ntnyDQMy8jN49PtHeWf1OyzaueiQ5487zqYWuotChYfbmhvLljWu6nVlpa3NMS/zX/yQ+RkxofHcO/BVwsIE/fzZ6jUmQ85tIjoNRTVSpankdx/9jhd+eYFfDs4lMtJeZIeHe6dwdFUV7N5dMw0lvWAzq3K/Jyo0iomDJ7Z8A5RSyguSopL435F2xZGpyx8ADO4E4Lg4WLeuZkpzS6qsrCnOX1FVRmRINOcOOq3lD6xatdAj7+J7xpgvgC/qbJte5/FUYKo326WOXUpcCp1iOtExpiMhMQeBJA4etMWGWrKA5ZYttd+/qsoOwvXNtR7aaShDO3lvZlOX2C7MuWoOmw9uZkyPMYc8HxkJI0bAzz/bCHxoqA3QFBbCTz/ZrI5+/WovZ+hWVGQDR1v3/cor2+8A4K6BzxFekkyvPrWL6qlWqTpDDtiDDV5cUXcnEYkHzgCu8m7zVKAKDQnlwVMfZE/+HoZ1GkppmK1x1LatTVXu2dNmcLSU3FybFu0e4z7dOQOAywZeTlxEPYOlUkoFqLtH3s1LS17ipz0/sqnL50QVXkBMjL1+LCqC9eth2LCWzdDNzLQBlPh4uKzz/Zzf6WbOPiGh5Q6oFAGQsaGCm4iw5fYtLLlpCcOPS6Kw0GZM/Npy5SzIybEDrme2Rl4edOtWs9oIwJ68PS3XiCMY3W00151wXfXjOWlzWJC+oPpx27Z2CdjMTKoj8dHR0LGjnbu+aBGsWWP7lZkJGzbAvHnw/fewc6fh9YxbyC3PYmT7c5jQ8TqM0QJ6qnEZco5LgLnGmEJftFMFpj+c+AceH/c4nWM706GDDSiHhNhgQ3p6yx57796aJV4rqsr5bNdbANycemPLHlgppbwsNiKWKadNAeC1rVMoKKxZPq9tW7vUdksWEjXG1n9rE22nUxcWQuqgtrhC9GOnaln6G6Z8LiLUrrXarp29wI2ObtkCR2lph34zWFYGKR4J+HmleQyZPoSxM8eSV+qlCeAN2Ju/lytnXcnYmWN5eN7D1XU3una1U2f276+9f1yczdrYtw9++AGWLrV/xKKi7PYV5R8wf9/HRIfGcu+A18jJEYYPt2uMK2WM+cIY088Y09sY84Szbbpnlpwx5i1jjObvq6MWFWXH/MJCW9Rux46a6XXNrbIS9uypCWbP3vUm2eX76Jc4gJFdR7bMQZVSyocmpU4iJS6FDVlrWJj9LlU1sQ3atbNffrXU8q+5ubD74EGu/WUwH217k6goQ9u2LXMspTxpYEP5jYW75rPJNYvCQjv3ujH1IpoqN9cGAtzzrMFeWCcm1p668eLiF8kqzqKyqpLY8NhD38iLkqKSmJQ6CWMMjy14jNPfPJ1t2XYpgf79bbAiq075RhHbpw4dbDHUhAQbNMouPcAza28D4LZ+fyWipBsjRtj9lFKqpRljeGHxCwybPoyEztkUFtqsDZfLTklpCdnZtjh0aCgUlOfyysaHAHh03J8RrZaslApCkaGR/HnMn2kT2gaiMsnPr3kuLMze1q6lVsCjuWzbZng+/TrSCzfxcfpr9OpTiSZrKG/QXzPlF37Y+QNjZ47lkaU3k1OaTVRUyxQRTUs7NDOhsNAu8eqWV5rHsz89C8Cfx/j+wjfMFcbj4x7nu2u+Izk2mZ92/8SAlwdw639uZXf+ToYMgYiIhldFySnL5Ndi+4khNCSM0zpewIntzuK0qJsYPtxOX1FKKW8QET7b/Bmr9q3ik/Q3cLlsRoV7KcKWKGq3bVtNlt6MtCfJKT9AaofR/HbQZc1/MKWU8hNXD72arXds5d4zJh8ytsbH21UImzugXFgIr656np+yPiM2NIE/DXiPLp20gJvyDg1sKL8wKmUUp3c/nazig3yS/Shgl6RqzjS5nBw7PcMzM6O01NbV8EyRe3Hxi2SXZHNat9MY22Ns8zXgGI3pMYbVf1jNFcdfQXllOa8sfYU+L/Thtjk30673diorYXPGPjLyagqUfL5rJmfNbc/LG+1cy9iwBB4cOIMpPT5nxAjRoIZSyusmnzwZgFeWvkTn5Ary8mzGhohduaQ55efbi/eYGNhduI13t08DYNq5f/N50FoppVpSaEgonWM7Ex9vM9YqKmo/37atrcHWnEtuf7l6KTN23QvAnb1mMHpw91qrDSrVkjSwofyCiPD8hOcRhH+nv8TGgxsICbG1IZpDRQWsWlV7CgrYqSnHHUd1ilx2cXZ1tsZfxvzF7y5827ZpyzuXvsPaW9ZyxfFXUGkqeX356wx9oy9Xr+zKFcs78d7259m/32Zw9IgZQBtXNKYqhJwcGyzKyYGTUyPo1MnXvVFKtUbn9T2PPm37kJ6bzsqSTykvt9vj4+3ygGVlzXes3bttyjXACxvupbyqjAu7Xc3oHic230GUUsqPGalgcdkMPkj7e63toaE2m2316uapa3cgL5c7vr+cClPOb7vfzqntLqFz52N/X6UaSwMbym8M6zSMm4bfREVVBX/fdRfR0YYtW+wH8WO1ebPNzvAsGlpSUrOSCNi53zd+diPZJdmM6TGm3qVW/cXA9gN559J3WH/Leq4eejUAe/L3EBMeQ8fkMk46yfatXWkqs07M45EhM0lJgeHD4fTT0aCGUspnQiSEO06yy02/vvp52rWzgdjQUFtNv7kC2mVlNs06Lg6WH1zAd79+RERIFE+Nf7J5DqCUUgFg0c5F/GnpDby2/R7yy3NqPRcTY8ffrVuP7RjGGK7/5Gb2lm6jf9wJ/L7TVHr2rFmNSilv0ElPyq88Pu5x3l/3Pktz5jBvzxeMTT6fFStg1ChbR+JoHDxo527XnXaRlwepqTXZGtOXTmfWhlnERcQx48IZfpetUZ/+Sf2ZefFMnjrzKfJK8+jbri8hYjvUrh2UloYQFoYWbVJK+ZVrh13LQ/MeYuHOhRSOXEHJwROIibG1NjZvhuTkmkyLo7Vvnw2UuFyQX55DYngHLkm+leO6JDdLH5RSKhCc0f0Mrht2PV1KziTcxB3yfLt2tgZdUhJHvXrJq8te5/PtHxDliuGJE94ntCSCrl2PseFKNZF+3FF+pX10e/485s8ATN9+F67wMioqYN06e4HaVGVldgpKQoKdv+1WUGC3JSXZx2v2reGuOXcB8Np/vUbPxJ7H1A9v6xzbmf5J/auDGm4RERrUUEr5n9iIWK4fdj0AU5dNISrKUFJiszaqquzyrMeiqsp+A+muqXRGpwt5/fgtPDjmHgIgZq2UUs1GRJhx0RtcO+IK8vPsRWF5Vc2cv5AQOxVw+XL7ZWBTrdm3hru+srWTHhzyKgmVfUlJObRYv1ItTT/yKL9z64m3clzScWSUbuHtTS/Qtq395i09venvtXGjra8RGVl7e2Ghra0hAkXlRVz+4eWUVpZy4wk3cvngy5unI0oppRr0x1F/JDEykS/TvmR+ybTqAnaJibag3bFMQ8zOhuJiCAmzF++VlRATFke3znqlrZRqnbp1s5lwizK+5b/n9WdT7srq5yIj7W3xYlixovHF+z/e8Aln/+McSipLOL/zDZzT5QrKyqB795bpg1KHo4EN5XfCXGH87Zy/ATBzx184UJJB27awfn3TLnR//dUWjqubVpeXBx062ItngDu/upMNmRsYkDSA5899vnk6oZRS6rCS45J56+K3AHjil/vYXvYL5eU2ayMuDpYts8GJo7F9O7giSrj15/G8vHEKubmm+qJeKaVao/BwOOEEeHfbC2QU7+CmH0/jp/1zqp9v08ZO287KggULbNZb3ZVU3Cor4YtVi7n0g0vYV7iX4+NP5YFhL1BQYK+xY2K81CmlPGhgQ/mlCX0mcFH/iyiuKmDqqnuqL3RXrGhcxfycHFizxgYvPNOOjbEXyv362cfZxdnM3TqXCFcE7//mfaLCoup9P6WUUs3vwv4XMvnkyZRXlfNU2kT2HMwB7DeHIrByZcMX1g0pLLQrQG0t+5FV2Yv4bNebZBYfIFlLayilWrnERJhx7geMaXcFRZUF3LnkfD7ZWXu1lIQE+6Xgli2wcGFNvSKw1+A7dsD8+SAZJ3Ne5+u4Z9CL/P3U+US6oiguht69vd0rpSwNbCi/NW3CNCJDI/nuwL/4Zf/3tGljL3B//hn27q3/Yrew0F4I//ijrS9RtxpzTg6kpNTMu05sk8iK/1nBpxM/5fiOx7d0l5RSStXx9FlPM6LzCHYVbOfF7ZOqlx2Mj7cZdhs3Nq3G0u7dNuvjpPbjeDZ1Nk8f/xU92neoHveVUqo1O65PBE+m/oMrUh6k0lTy+OqbeGXjQxiPgdblgvbt7XX0smWwdCl8tngdqS+dwefLlxMdbTMzHh0xg8t73oZLXBQV2XE7Pt6HnVOtmq6KovxWj4QePHDqA/y/hU+x+cA2TupwBm3b2mVaV62yxY569oQuXexF7PbtsG2bDWh06MAhBeKqqqC83EaSl+xZwoguIwiREBLbJHJOn3N800mllGrlIkJtxtwl71/CpCF3kJNjq/SD/blzJ8TGNm7OdkkJrE7LpHt7Wxl6VPvzOHAABg5sufYrpVQgCQmBoUNCuCbvCVJie/DXDX9gRtoTLMn8lk5R3Yl2xdImNIao0Bh6RB/HuV2vJD8fZm55gzX5C3hv358Y2f0/h7xvQQGceOKh199KeYsGNpRfu3f0vVw95Fr2buxGQYGds+cucFRRYdPh0tLsIC1io8sNrQKSmQl9+sD7m97kxs9u5M6T7+TZc571an+UUkodqnfb3qyctJLSkhDmz7cZGiL2lpRkV8aKjLT3Xa5DX19WBrt2wfSfZvJ/Oybz7Ikfk5o0loMHoW9f/QZRKaU8RUXBkCFQvuwmOqd25cHlv2VNzs+syfm51n4j25/DuV2vJDYWJg95lOg2YVzX54FD3q+kxL7n0S4Xq1Rz0MCG8muRoZH0SOxGu8GwaJEdNN2Bi9BQO4AaY2+HW9Y0J8fu27s37ErvjktcRIVFYYxBNLSslFI+FyIhtGkDXbvC44vvJSrSxY39/kSkK4qEBLsUoctlM/K6dLHBChEb0Fi6YR/v7H6UL/a/SqWpZGv+Oga0GUtMDPTq5eueKaWU/+nUyWY+h+46l1ljN7M+dylFFQUUVxRQVGl/do7qUb1/VGgMdwx4ut73ysuDYcMOfy2uVEvTwIYKCNExVSzjDZYuW8ufTqy9con7W72GlJRASUUxo4ZEEhIijOs5jg23bqB3W61upJRS/iYiaQ8fZfwNY6oYnzyRfnFDq6cYVlXZQPWvv9qAdpkp5KO9z/HR3mcoqiwghBAm9XuUy7rfRmYmjBpVf4aHUkopW0w/MxOo7MzpHS84qvc4eNAWHO3QoVmbplSTaWBDBYTdebt5fNntlFaWcuH+axjaYXijXldRYfhyxye89etkXug2jUsHXAqgQQ2llPJT/TonM/vihXyydDG9o4cCUFFVwZyMdymvKiNEQhCE3LKD/HPbs2SW7gXgtI4XcPtxT9ErdiAHDtiphzoFRfmaiEwAngdcwN+NMU/Vef4e4ErnYSgwAGhvjMkSkR1APlAJVBhjUr3WcNUqhIbaTItFi2yNutAmfDI0xq5A1akTDB6sQWTlexrYUAGhW3w3pp49lTamPZ2zTyAvD9aVzOHNtCfpH38CA+JTGZhwIt2i+xIiNg9ud+E2Hl9+O0tzvwDg7VVvVwc2lFJK+a/zhpzCwLhTWL/efgv4w/4veGTl1fXuOzD+RCYPnMqIdmcAdnUsnYKi/IGIuICXgbOB3cASEZltjFnv3scYMxWY6ux/AXCXMSbL423GGmMyvdhs1crExcGgQbaW0eFq1XmqrLRBjV69oH9/nYKi/IMGNlTAuP3k2wFbdXndOvgp7SeWZy1gedaC6n1iQuMZmJBKpzbd+XL3O5SbUuIj4nli3BNMSp3kq6YrpZRqou7doagI0tNhb/EOLky5HoMtqmQwCMKoDudyZuffVAe0KypsYEOnoCg/cRKQZozZBiAi7wEXAesb2P93wLteaptS1bp1s1O3t2+307sTExseQ8vL7fSTQYPsOK2l6pS/0MCGCjgxMXDSSXB/0m0MWnYKaUXL2FayhHU5S8gszeCXzG+r971y8O959pypdIzp6MMWK6WUaioR+01gURGMD72DiT0b3rew0N7CwmxKtE5BUX4iGdjl8Xg3cHJ9O4pIFDABuM1jswHmiogBXjXGvNbAa28Gbgbo1q1bMzRbtTbu8bZ7d1uQeft2O9UkIaH29JSSElsoNDUVOuqltfIzGthQAUkEju+dRN/kCWzcOIG9eyFqAJRFZJBevoQdResY1/t0xvU51ddNVUopdZRcLrsk4eLFtsBdWFjtgtHl5TZLo107GDDArn6lmRrKj9T3XbZpYN8LgB/qTEMZbYzJEJEOwNcistEYs6DuC52Ax2sAqampDb2/UkcUGWmXyO7WDfbsgbQ0W7Q5IQFKS+3S2iNH2sdK+RsNbKiAFhlpix4df7z7YrYLNsvzIp+2SymlVPMID4cRI+y3iFVVdltVlb21aWML18XE+LaNSjVgN5Di8bgrkNHAvhOpMw3FGJPh/NwvIh9jp7YcEthQqrlFRNj6GSkpkJEBW7bYsXjUKIiO9nXrlKqfBjZUUNBv6JRSKnhFRdk0aaUCzBKgr4j0BPZggxdX1N1JROKBM4CrPLZFAyHGmHzn/njgUa+0WilHWJidnpKcbB83ZdUUpbxNfz2VUkoppZRqZsaYChG5DZiDXe51hjFmnYhMcp6f7ux6CTDXGFPo8fKOwMdi512FAv8yxnzlvdYrVUMDGioQ6K+pUkoppZRSLcAY8wXwRZ1t0+s8fgt4q862bcDQFm6eUkoFDV11WCmllFJKKaWUUgFLAxtKKaWUUkoppZQKWBrYUEoppZRSSimlVMDSwIZSSimllFJKKaUClgY2lFJKKaWUUkopFbDEGOPrNviEiOQDm3zdjmaQBGT6uhHNJFj6ov3wL8HSD4D+xphYXzeiqXS89TvB0g8Inr5oP/xLQI61EFTjrTcEy++rt+j5ajw9V43XbONta17udZMxJtXXjThWIrI0GPoBwdMX7Yd/CZZ+gO2Lr9twlHS89SPB0g8Inr5oP/xLAI+1ECTjrTcEy++rt+j5ajw9V43XnOOtTkVRSimllFJKKaVUwNLAhlJKKaWUUkoppQJWaw5svObrBjSTYOkHBE9ftB/+JVj6AYHbl0Btd13aD/8TLH3RfviXQO5HILfd2/RcNY2er8bTc9V4zXauWm3xUKWUUkoppZRSSgW+1pyxoZRSSimllFJKqQDX6gIbIvKYiKwWkZUiMldEung894CIpInIJhE5x5ftPBIRmSoiG52+fCwiCR7PBVI/LhORdSJSJSKpdZ4LmH4AiMgEp61pInK/r9vTFCIyQ0T2i8haj21tReRrEdni/Ez0ZRsbQ0RSRGSeiGxwfq8mO9sDqi8iEikiv4jIKqcff3G2B1o/dLz1Izre+gcdb/1LMIy3wTJGeUswjYXeEMjjrTcEy5juDS3+d8MY06puQJzH/TuA6c79gcAqIALoCWwFXL5u72H6MR4Ide4/DTwdoP0YAPQH5gOpHtsDrR8up429gHCn7QN93a4mtP90YDiw1mPbM8D9zv373b9j/nwDOgPDnfuxwGbndymg+gIIEOPcDwMWA6cEYD90vPWjm463/nHT8da/bsEw3gbLGOXF8xUUY6GXzlVAj7deOkdBMaZ76Vy16N+NVpexYYzJ83gYDbiLjFwEvGeMKTXGbAfSgJO83b7GMsbMNcZUOA9/Bro69wOtHxuMMZvqeSqg+oFtW5oxZpsxpgx4D9uHgGCMWQBk1dl8ETDTuT8TuNibbToaxpi9xpjlzv18YAOQTID1xVgFzsMw52YIvH7oeOtHdLz1Dzre+pdgGG+DZYzyliAaC70hoMdbbwiWMd0bWvrvRqsLbACIyBMisgu4EnjY2ZwM7PLYbbezLRBcD3zp3A/kfngKtH4EWnsbo6MxZi/YgQjo4OP2NImI9ABOwH77FnB9ERGXiKwE9gNfG2MCtR863vq/QOtHoLW3MQLu/7YnHW/9SjCOUd6i5+tQek6OTqCOH17TEn83QputdX5ERL4BOtXz1BRjzKfGmCnAFBF5ALgNeASbiliXT5eMOVI/nH2mABXAO+6X1bO/3/ejvpfVs82fl/AJtPYGNRGJAT4C7jTG5InU98/j34wxlcAwZ670xyIy2MdNqpeOt4fw+37U97J6tvnz+BVo7Q1qOt56R7CMUd7SSsZCb9BzoppdS/3dCMrAhjHmrEbu+i/gP9gL7d1AisdzXYGMZm5akxypHyJyDfBfwJnGmZREAPajAX7XjyMItPY2xj4R6WyM2SsinbHfZPk9EQnDDpbvGGNmOZsDsi8AxpgcEZkPTMAP+6HjbWD1owF+148jCLT2Nobf/d9uDB1vvdq2oBijvKWVjIXeoOfk6PjV+OFPWvLvRqubiiIifT0eXghsdO7PBiaKSISI9AT6Ar94u32NJSITgPuAC40xRR5PBVQ/DiPQ+rEE6CsiPUUkHJiI7UMgmw1c49y/BmjoGw6/ITbk+wawwRjznMdTAdUXEWnvrmovIm2As7BjVaD1Q8fbwBBo/dDx1g/oeOs/WsEY5S16vg4VjOOtNwTM+OFNLf53o2410WC/YSNEa4HVwGdAssdzU7CVfzcB5/q6rUfoRxp2zttK5zY9QPtxCTYaXArsA+YEYj+c9p6Hre67FZvq6PM2NaHt7wJ7gXLn3+MGoB3wLbDF+dnW1+1sRD9OxaZIrvb4v3FeoPUFGAKscPqxFnjY2R5o/dDx1o9uOt76x03HW/+6BcN4GyxjlBfPV9CMhV46XwE73nrp/ATFmO6lc9WifzfEOYhSSimllFJKKaVUwGl1U1GUUkoppZRSSikVPDSwoZRSSimllFJKqYClgQ2llFJKKaWUUkoFLA1sKKWUUkoppZRSKmBpYEMppZRSSimllFIBSwMbSimllB8TkUoRWSkia0XkMxFJOML+fxaRPx5hn4tFZKDH40dF5KxmavLhjjtJRK5u4mvmi0jqEfYZIyKfO/cvFJH7j6WdzvskiMgtHo+7iMiHx/q+znvtEJE19fXLsy9H+d7zRKTgSOdMKaWUCiYa2FBKKaX8W7ExZpgxZjCQBdzaDO95MVAd2DDGPGyM+aYZ3vewjDHTjTFvt/AxZhtjnqq7XURCm/hWCUB1YMMYk2GM+c0xNs/TWGPM0mZ8PwCMMWOBZn9fpZRSyp9pYEMppZQKHD8ByQAi0ltEvhKRZSKyUESOq7uziNwkIktEZJWIfCQiUSIyCrgQmOpkgvQWkbdE5Dcicq6IfODx+jEi8plzf7yI/CQiy0Xk3yISU+dYHURkmXN/qIgYEenmPN7qHLs6m8TJxHhaRH4Rkc0icpqzvY2IvCciq0XkfaBNfSdCRCaIyEYRWQRc6rH9WhF5ybn/log8JyLzgKcbOmci0lFEPnbO0yrnHD0F9HbO0VQR6SEia539I0XkTSfrYoWIjPU49iznGFtE5JnG/KMepi/RIjLD+TdcISIXOdujROQD9zkSkcWaoaGUUqo1a+q3F0oppZTyARFxAWcCbzibXgMmGWO2iMjJwCvAuDovm2WMed15/ePADcaYF0VkNvC5MeZD5zn3/l8Dr4pItDGmELgceF9EkoCHgLOMMYUich9wN/Co+4XGmP3OB/444DRs1sBpzof1/caYIo/juIUaY04SkfOAR4CzgD8ARcaYISIyBFhez7mIBF53+psGvH+YU9fPaXeliHzbwDl7AfjeGHOJc55jgPuBwcaYYc4xe3i8561On493giNzRaSf89ww4ASgFNgkIi8aY3Y11Lgj9GUK8J0x5nqxU5B+EZFvnHOU7ZyjwcDKw/RfKaWUCnoa2FBKKaX8WxsRWQn0AJYBXzvZEqOAf3sECyLqee1gJ6CRgP2wPudwBzLGVIjIV8AFYutJnA/cC5yBnbryg3O8cGz2SF0/AqOB04EngQmAAAsbOOQs5+cyp384r33Bac9qEVldz+uOA7YbY7YAiMg/gZsbOMa/naDG4c7ZOOBq55iVQK6IJDbwfgCnAi86+28UkXRsAAXgW2NMrtOu9UB3oMHAxhH6Mh64UGpqpkQC3ZzjP+8cf20D50gppZRqNTSwoZRSSvm3YmPMMBGJBz7HZgu8BeS4swkO4y3gYmPMKhG5FhjTiOO97xwjC1hijMkXGwn42hjzuyO8diE2W6M78ClwH2Ccdten1PlZSe1rEtOIdjZmH4BC52cIjTtnjXFI6omHUo/7dfvVkIb6IsB/G2M21dpYT+qLUkop1ZppjQ2llFIqADhZAHcAfwSKge0ichnYD7oiMrSel8UCe0UkDLjSY3u+81x95gPDgZuomRbxMzBaRPo4x4vymHrhaQFwFbDFGFOFDY6cB/zQ2H4673Glc5zBwJB69tkI9BSR3s7jIwVcMMbk0fA5+xY7vQMRcTnTaQ53jjzb2A+bRbGpgX2P5HB9mQPc7g5kiMgJzvZFwG+dbQOB44/y2EoppVRQ0MCGUkopFSCMMSuAVcBE7AfrG0RkFbAOuKiel/wJWIytnbHRY/t7wD1OQcreni9wpmJ8Dpzr/MQYcwC4FnjXmfbwM3YKRd327XDuLnB+LsJmSWQ3oZv/B8Q4x7kX+KWe45Rgp2v8x6nhkd7I927onE0GxorIGuy0mEHGmIPYqTdrRWRqnfd5BXA5+78PXGuMKeUoHKEvjwFhwGqncOljHsdv75yj+4DVQO7RHF8ppZQKBmJMYzM5lVJKKaXUsRKRHUCqMSbzKF/vAsKMMSVOYOpboJ8xpsx5fj7wx5ZYTlYppZTyR1pjQymllFLKuw4A34rIDUcZfIgC5jlTjAT4g0dQYx7QCyhvttYqpZRSfk4zNpRSSimllFJKKRWwtMaGUkoppZRSSimlApYGNpRSSimllFJKKRWwNLChlFJKKaWUUkqpgKWBDaWUUkoppZRSSgUsDWwopZRSSimllFIqYGlgQymllFJKKaWUUgHr/wP32j4pupHQeAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -313,7 +313,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -342,7 +342,7 @@
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -354,7 +354,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -366,7 +366,7 @@
},
{
"data": {
- "image/png": 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"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -378,7 +378,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -390,7 +390,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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btzrggAOe32mnnVoAPvCBDzx9yy23bA1Q3v6+973v6UcffXQLgD/+8Y/bPPbYYxsLHS+88MKgZ555pt0JEWecccaqyZMnT/ryl7+8orz961//+qj/+q//GgawYsWKTefNm7fFjjvu+OKmm26axxxzzBqAvfba66XNN998w+abb5777bffS0uXLt0M4He/+902CxYs2HLWrFnbATz//PODHn744S0mTpy4rrP/fhY2JEmSJEnqY0ccccSzZ5111i433njjI6tWrdr4b/U3vvGNr44YMaJl1qxZQ++7776tfvnLXy4qP+6444579itf+crOb3rTm9YOHz58Q2t7Znb4WxHRbntmMmfOnPlbb711xwcXRowYsf69733v09/61rd2aG274YYbht5yyy1D58yZs2Do0KEb9ttvvz1eeumlTQAGDx6cm2xSqpFssskmbL755gmlWSnr16+P4vfj29/+9l+OPvroNV39fjkfRZEkSZIkqY+deuqpT37uc59btt9++73Udt9HP/rR1R//+Md3P/LII58ePPi18xO23nrrPPvss5d8+ctfXl7efsghh7x41113DV2+fPnglpYWrr322uGHHnroC4cccsiLd95559AVK1YMeuWVV+K6667brvWYgw8+eM3Xv/71jYWKO+64Ywid+Nd//deVM2fOHNlamHj22WcHbbvttuuHDh264b777tti7ty57a7R0ZF3vetdz11wwQUjX3nllQB44IEHNl+zZk2XdQsLG5IkSZIkUXo9a1+db9y4ca9++ctfXtXevuOPP/65tWvXDpo+ffpT7e2fPn36MwcffPBrXu+62267vfqVr3xl6d/93d9N2HPPPfd685vfvPaf//mfn91tt91e/eIXv7jsgAMO2PPggw+e8OY3v3njcRdffPFf77333q0mTJgwady4cXv94Ac/GNlZzKNHj26ZOnXqM+vWrQuAo48++rmWlpaYMGHCpDPPPHOnyZMnv1jp9QN89rOffXLixIkvv+lNb9pz/Pjxe33iE5/Y7dVXX21/ekmZ6Gx6iiRJkiRJ/dXcuXMXT548+cmue/atW2+9dcvPfvazu9xzzz2P9HUsjWDu3LkjJk+ePLZ12zU2JEmSJElqUGeeeeaOl19++cgf//jHj/d1LI3KGRuSJEmSpAGpWWZs6LXazthwjQ1JkiRJ0kC1YcOGDV2u4aDGUfzvtaG8zcKGJEmSJGmgemj16tXbWtxoDhs2bIjVq1dvCzxU3u4aG5IkSZKkAamlpeXjK1asuHTFihV7443/ZrABeKilpeXj5Y2usSFJkiRJkpqWFSlJkiRJktS0LGxIkiRJkqSmZWFDkiRJkiQ1LQsbkiRJkiSpaVnYkCRJkiRJTcvChiRJkiRJaloWNiRJkiRJUtOysCFJkiRJkpqWhQ1JkiRJktS0LGxIkiRJkqSmZWFDkiRJkiQ1LQsbkiRJkiSpaVnYkCRJkiRJTcvChiRJkiRJaloWNiRJkiRJUtOysCFJkiRJkpqWhQ1JkiRJktS0LGxIkiRJkqSmZWFDkiRJkiQ1LQsbkiRJkiSpaVnYUL8XEZtFxJMRsXVE3BwRL0fE8xGxJiLuiYgzImLzGvzutyLiseK3FkTEiZ30PTQiNkTEC2Wfk3o7Jknqa32Yky+PiHVt8uygTvp/MCKeiIgXI+KXETG8t2OSpL7Uh/l4Xptc3BIRv+qgr2NkVcTChgaCQ4D7M/OFYntGZg4FRgOfA44DZkdE9PLvvgj8E7AtcBJwbkQc2En/ZZm5ddlnZi/HI0mNoK9yMsA32uTZ9e11ioi9gIuAE4BRwFrghzWIR5L6Up/k48zcqzUPA0OBvwDXdnKIY2R1ycKGmlpEjIuIpyNi32J7p6LyfGhZt2nA7LbHZuaLmXkzcCTwduDdvRlbZp6VmQsyc0Nm3gXcVvyOJPVLjZyTu+lDwK8y89ZiwP9l4H0RMbQPY5KkijVRPj4E2AH4zxr+hgYACxtqapn5Z+CLwFURsSXwY+DyIhm3mgb8Vyfn+AswB/gf7e0vpuE929GnkjgjYgjwNmBeJ912iIiVEfF4RHw3Iraq5NyS1CiaICd/shjo3xMRR3fSby9gbpvrWgdM6OL8ktQQmiAftzoJ+HlmvthJH8fI6pKFDTW9zLwEeAy4i9LUuX9t3RcRbwA2zcxHujjNMqDd56cz85zMHNbRp8IwL6Q0SP5NB/sXAPsU8b8TeCvwnQrPLUkNo4Fz8nnAeEp3Br8MXB4RB3XQd2vguTZtz1GaMi1JTaGB83FrDFsCxwCXd9LNMbIqYmFD/cUlwN7A9zPzlbL2d9POFLt2jAGerkVgEfHNIrZjMzPb65OZKzLz4eKxlceBL1BK9JLUjBouJ2fmvZn5VGa2ZOZs4CrgfR10fwHYpk3bNsDzvRmTJNVBw+XjMu8rzn1LRx0cI6tSFjbU9CJia+B7wI+As9usXN/pFLvi+F0oVX9v62D/mW1WYn7Np4tzfxWYCvx9Zq6p/KpIoBYL50lSTTVyTm6jszw7D5hc9ptvADYHHu3G+SWpTzVBPj4JuKKjG38dcIysdkX3/u9IajwR8SNgaGYeGxEXA8OK70OAJcCYzHy56Hsz8JPMvLSY/vY24LvAGuCdmbmhF+P6EvBR4JDMXN5F30OBRcBfgZ2BK4DFmfmR3opHkuqhgXPyMcCvKb3h5HBKC9X9U5vnzVv77gX8idIdzXspvSFlcGYe11vxSFKtNWo+Ln5vZ2AxsEexHkhH/Q7FMbIq4IwNNbWIOAo4AjilaDod2DciPgQcBvypNWGX+UFEPA+spFTF/k/giN5O2MD/BnYFHiurXp9ZFvsLEdG6GNO+lAbRLwJ3AA8Bn+7leCSppho8J38GWAo8C3wT+ER5UaM8J2fmvOIargJWUVpb45O9HI8k1UyD52MovU77T+0VNRwjqxrO2FC/FRE/BB7KzB/2dSySNNCZkyWpMZiP1R8N7usApBq6H/hVXwchSQLMyZLUKO7HfKx+xhkbkiRJUh1FxBHAucAg4NLMPKfN/ij2T6O0LsyHM/Pesv2DgDnA0sz8x6JtOPAzYCyltQuOzcxnan4xktQAXGNDkiRJqpOiKHE+pbemTQKOj4hJbbpNBcYXn+nABW32fwaY36btDOD3mTke+H2xLUkDgoUNSZIkqX72AxZm5qLMXAf8FDiqTZ+jKF6DmZl3AsMiYjRsfJvEu4FL2zlmZvF9JvCeGsUvSQ1nQKyxMWLEiBw7dmxfhyFJr3PPPfc8mZkj+zqOejEfS2pUdczHYyi9urLVEmD/CvqMAZZTelvFFyi9rafcqNbXy2fm8ojYoatAzMmSGlV3c/KAKGyMHTuWOXPm9HUYkvQ6EfFEX8dQT+ZjSY2qjvk42mlru+hdu30i4h+BVZl5T0QcWtWPR0yn9HgLu+66qzlZUkPqbk72URRJkiSpfpYAu5Rt7wwsq7DPQcCREbGY0iMs74yInxR9VpY9rjIaWNXej2fmxZk5JTOnjBw5YCYMSurnLGxIkiRJ9XM3MD4ido+IzYDjgFlt+swCToySA4DnMnN5Zn4pM3fOzLHFcX/IzH8uO+ak4vtJwPU1vxJJahAD4lEUSZIkqRFkZktEzAB+Q+l1r5dl5ryIOKXYfyEwm9KrXhdSet3rRyo49TnANRHxMeAvwPtrEb8kNSILG5IkSVIdZeZsSsWL8rYLy74n8KkuznEzcHPZ9lPAYb0ZpyQ1Cx9FkSRJkiRJTcvChiRJkiRJaloWNiRJkiRJUtOysCFJkiRJkpqWhQ1JkiRJktS0LGxIkiRJkqSm5ete1S/s+K0dWfniyr4Oo9eN2moUKz6/oq/DkKSKmY8lqXGYkzVQOGND/UJ/TNjQf69LUv/VX/NWf70uSf1bf81d/fW6VD0LG5IkSZIkqWlZ2JAkSZIkSU3LwoYkSZIkSWpaFjYkSZIkSVLTsrAhSZIkSZKaloUNSZIkSZLUtAb3dQCSJHVlxx1hZT98s9uoUbBiRV9HIUmS1NwsbHTAQbQkNY7+mI+h/16XJElSPfkoSgf662Czv16XpOpFxBER8UhELIyIM9rZHxFxXrH/gYjYt2jfIyLuL/usiYjT6n4BkiRJGtCcsSFJA1hEDALOB94FLAHujohZmflwWbepwPjisz9wAbB/Zj4C7FN2nqXAdfWLXpIkSarxjI0K7gJOjIg/RcQrEfH5svYO7wJGxNkRsbRs37RaXoMk9XP7AQszc1FmrgN+ChzVps9RwBVZcicwLCJGt+lzGPDnzHyi9iFLkiRJf1OzGRsV3gV8Gvg08J7yYyu4C/jdzPxWrWKXpAFkDPDXsu0llGZldNVnDLC8rO044Or2fiAipgPTAXbdddcehitJkiS9Vi1nbHR5FzAzV2Xm3cCrnZzHu4CSVDvRTlt2p09EbAYcCVzb3g9k5sWZOSUzp4wcObLqQCVJfW/HHSGi/3123LGv/8tK6olaFjY6usPXXe3dBZxRLGB3WURs195BETE9IuZExJzVq1dX8bOSNCAsAXYp294ZWNbNPlOBezPT5YklqZ/rrwvR99frkgaKWhY2KrkL2PkJ2r8LeAEwjtKjKsuBb7d3rHcIJakidwPjI2L3IuceB8xq02cWcGLxdpQDgOcys/wxlOPp4DEUSZIkqdZqWdio5C5gV153FzAzV2bm+szcAFxC6ZEXSVIVMrMFmAH8BpgPXJOZ8yLilIg4peg2G1gELKSUdz/ZenxEbElpLaVf1DVwSWpiPXjN9hYR8d8RMTci5kXEV8uOcYF9SQNWLV/3uvEuIKXFP48DPtjNc7zuLmBEjC67U/he4KGeBipJA1lmzqZUvChvu7DsewKf6uDYtcD2NQ1QkvqRnrxmG3gFeGdmvhARmwK3R8T/K95YBS6wL2mAqllhIzNbIqL1LuAg4LLWu4DF/gsjYkdgDrANsKF4peukzFxTdhfw5Dan/kZE7EPpsZbF7eyXJEmSGtXGBfYBIqJ1gf3ywsbG12wDd0bEsLKbey8UfTYtPt161FuS+qNaztio5C7gCkqPqLR3bLt3ATPzhF4OU5IkSaqXHr1mu5jxcQ/wRuD8zLyrrN+MiDiR0o3Dz2XmM70dvCQ1olqusSFJkiTptXr0mu1irbl9KN0c3C8i9i72V7TAvm8OlNQfWdiQJEmS6qc3XrNNZj4L3AwcUWxXtMC+bw6U1B9Z2JAkSZLqp+rXbEfEyIgYBhARQ4DDgQXF9uiy411gX9KAUtM1NiRJkiT9TSUL7FNao24apddsrwU+Uhw+GphZrLOxCaVXdN9Q7HOBfUkDloUNSZIkqY6qfc12Zj4AvKWDc7rAvqQBy0dRJEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUkDXEQcERGPRMTCiDijnf0REecV+x+IiH3L9g2LiJ9HxIKImB8Rb69v9JIkSRroLGxI0gAWEYOA84GpwCTg+IiY1KbbVGB88ZkOXFC271zg15k5EZgMzK950JIkSVKZmhY2KrgLODEi/hQRr0TE59vsWxwRD0bE/RExp6x9eET8NiIeK/5uV8trkKR+bj9gYWYuysx1wE+Bo9r0OQq4IkvuBIZFxOiI2AY4BPgRQGauy8xn6xi7JEmSVLvCRoV3AZ8GPg18q4PTvCMz98nMKWVtZwC/z8zxwO+LbUlSdcYAfy3bXlK0VdLnDcBq4McRcV9EXBoRW7X9gYiYHhFzImLO6tWrezd6SZIkDXi1nLHR5V3AzFyVmXcDr3bjvEcBM4vvM4H39EKskjRQRTttWWGfwcC+wAWZ+RbgRdopNmfmxZk5JTOnjBw5sqfxSpIkSa9Ry8JGJXcBO5PAjRFxT0RML2sflZnLAYq/O7R3sHcIJakiS4BdyrZ3BpZV2GcJsCQz7yraf06p0CFJkiTVTS0LG5XcBezMQZm5L6VHWT4VEYd058e9QyhJFbkbGB8Ru0fEZsBxwKw2fWYBJxZvRzkAeC4zl2fmCuCvEbFH0e8w4OG6RS5JTarat1FFxBYR8d8RMTci5kXEV8uOcR06SQNWLQsbldwF7FBmLiv+rgKuo/RoC8DKiBgNUPxd1SvRStIAlJktwAzgN5TeaHJNZs6LiFMi4pSi22xgEbAQuAT4ZNkp/gW4KiIeAPYB/ne9YpekZtTDt1G9ArwzMydTyrlHFAVncB06SQPY4Bqee+NdQGAppbuAH6zkwGLxuU0y8/ni+98DXyt2zwJOAs4p/l7f24FL0kCSmbMpFS/K2y4s+57Apzo49n5gSnv7JEnt2rgOHUBEtK5DVz7jbePbqIA7I2JYRIwuHsN+oeizafHJsmMOLb7PBG4GvljD65CkhlGzwkZmtkRE613AQcBlrXcBi/0XRsSOwBxgG2BDRJxGqXI9ArguIlpj/L+Z+evi1OcA10TEx4C/AO+v1TVIkiRJvay9dej2r6DPGGB5MePjHuCNwPll6xy9Zh26iGh3HTpJ6o+6fBQlIj5TSVt7MnN2Zk7IzHGZ+b+Ktgtb7wRm5orM3Dkzt8nMYcX3NcWbVCYXn71ajy2OeSozD8vM8cXfpyu/XEnqn3qSqyVJ3deDvNuTt1GRmeszcx9Kj3nvFxF7V/Cb5TG6wL6kfqeSNTZOaqftw70chySpZ8zVklRf1ebdnryNaqPMfJbS4yZHFE0VrUPnAvuS+qMOH0WJiOMprYmxe0SUr5A/FHiq1oFJkrpmrpak+uqFvFvJOnSzgBnF+hv7U7yNKiJGAq9m5rMRMQQ4HPh62TGuQydpQOpsjY07gOWU1rv4dln788ADtQxKklQxc7Uk1VeP8m4l69BRWtB5GqW3Ua0FPlIcPhqYWayzsQmlN1ndUOxzHTpJA1aHhY3MfAJ4Anh7/cKRJHWHuVqS6qs38m61b6PKzAeAt3RwzqeAw6qNSZKaWWePotyemQdHxPO8dkGjoJRvt6l5dJKkTpmrJam+zLuS1Hg6m7FxcPF3aP3CkSR1h7lakurLvCtJjaeS170eEBFDy7a3joi279qWJPUhc7Uk1Zd5V5IaRyWve70AeKFse23RJklqHOZqSaov864kNYhKChtRLGAEQGZuoPO3qUiS6s9cLUn1Zd6VpAZRSWFjUUR8OiI2LT6fARbVOjBJUreYqyWpvsy7ktQgKilsnAIcCCwFlgD7A9NrGZQkqdvM1ZJUX+ZdSWoQXU6Xy8xVwHF1iEWSVCVztSTVl3lXkhpHh4WNiPhCZn4jIr7Pa9/RDUBmfrqmkUmSumSulqT6Mu9KUuPpbMbGw8XfOfUIRJJUFXO1JNWXeVeSGkxnhY0PADcAwzLz3DrFI0nqHnO1JNWXeVeSGkxni4e+NSJ2Az4aEdtFxPDyT70ClCR1ylwtSfVl3pWkBtPZjI0LgV8DbwDuAaJsXxbtkqS+Za6WpPoy70pSg+lwxkZmnpeZewKXZeYbMnP3so8JW5IagLlakurLvCtJjaezR1EAyMxTI+LgiPgIQESMiIjdax+aJKlS5mpJqi/zriQ1ji4LGxFxFvBF4EtF02bAT2oZlCSpe8zVklRf5l1JahxdFjaA9wJHAi8CZOYyYGgtg5IkdZu5WpLqy7wrSQ2iksLGusxMSoshERFb1TYkSVIVzNWSVF/mXUlqEJUUNq6JiIuAYRHxCeB3wCW1DUuS1E1V5+qIOCIiHomIhRFxRjv7IyLOK/Y/EBH7lu1bHBEPRsT9ETGn165GkhqfY2RJahCVLB76LeDnwH8CewBfyczvV3LyCgbLEyPiTxHxSkR8vqx9l4i4KSLmR8S8iPhM2b6zI2JpMYi+PyKmVRKLJPVn1ebqiBgEnA9MBSYBx0fEpDbdpgLji8904II2+9+Rmftk5pSeXYUkNY+ejJElSb1rcCWdMvO3wG+7c+KywfK7gCXA3RExKzMfLuv2NPBp4D1tDm8BPpeZ90bEUOCeiPht2bHfLf6fiSSpUE2uBvYDFmbmIoCI+ClwFFCeq48CriimXN8ZEcMiYnRmLu+NuCWpWVWZdyVJvazDwkZEPE/xzGB7MnObLs7d5WA5M1cBqyLi3W3OvRxYXnx/PiLmA2N47UBbkga8XsjVY4C/lm0vAfavoM8YSnk6gRsjIoGLMvPidmKcTmmmB7vuumsX4UhSY+uFvCtJ6mUdFjYycyhARHwNWAFcCQTwISpb8bmSwXKXImIs8BbgrrLmGRFxIjCH0syOZ7p7XknqD3ohV0d7p+1Gn4Myc1lE7AD8NiIWZOatbWK8GLgYYMqUKR3+Y0CSmkEv5F1JUi+rZPHQf8jMH2bm85m5JjMvAI6u4LhKBsudnyBia0rPLZ6WmWuK5guAccA+lO4WfruDY6dHxJyImLN69eru/KwkNaNqc/USYJey7Z2BZZX2KV5v2DoD7zpKs/UkaSCoNu9WvWiz69BJUvsqKWysj4gPRcSgiNgkIj4ErK/guEoGyx2KiE0pFTWuysxftLZn5srMXJ+ZGyitPN3uIDozL87MKZk5ZeTIkZX+rCQ1q2pz9d3A+IjYPSI2A44DZrXpMws4sRhoHwA8l5nLI2KrYh2k1tcc/j3wUO9dkiQ1tKrybg8XbW5dh25P4ADgU22O/W6xmPM+mTm7R1cnSU2kksLGB4FjgZXF5/1FW1cqGSy3KyIC+BEwPzO/02bf6LLN9+IgWpKgylydmS3ADOA3wHzgmsycFxGnRMQpRbfZwCJgIaWC8ieL9lHA7RExF/hv4L8y89e9d0mS1NCqHSNvXIcuM9cBrevQldu4aHNm3knplbKjM3N5Zt4LpXXoKOXtMb1zOZLUvLp8K0pmLub1ybZLmdkSEa2D5UHAZa2D5WL/hRGxI6V1MrYBNkTEaZQq128GTgAejIj7i1OeWVSevxER+1B6rGUxcHJ3Y5Ok/qbaXF0cO5tS8aK87cKy7wl8qp3jFgGTq/lNSWp2Pci7PV20GXAdOkkqV9HrXqtVwWB5BaVHVNq6nfbX6CAzT+jNGCVJkqQ66umizZ2tQ/fvRb9/p7QO3Udf9+O+qUpSP1TJoyiSJEmSekePFm12HTpJer0uCxvFAkeSpAZmrpak+upB3u3Jos2uQydJ7ahkxsbCiPhmO6s1S5Iah7lakuqrqrzbw0WbD6K0Dt0723mt6zci4sGIeAB4B/DZHl2dJDWRStbYeDOlSvKlEbEJcBnw07Ln+SRJfc9cLUn1VXXe7cGiza5DJ0nt6HLGRmY+n5mXZOaBwBeAs4DlETEzIt5Y8wglSV0yV0tSfZl3JalxVLTGRkQcGRHXAedSWmH5DcCvaFNpliT1DXO1JNWXeVeSGkclj6I8BtwEfDMz7yhr/3lEHFKbsCRJ3WSulqT6Mu9KUoOopLBxYvE830YRcVBm/jEzP12juCRJ3WOulqT6Mu9KUoOo5K0o57XT9v3eDkSS1CPmakmqL/OuJDWIDmdsRMTbgQOBkRFxetmubYBq39stSepF5mpJqi/zriQ1ns4eRdkM2LroM7SsfQ1wTC2DkiRVzFwtSfVl3pWkBtNhYSMzbwFuiYjLM/OJOsYkSaqQuVqS6su8K0mNp7NHUb6XmacBP4iIbLs/M4+sZWCSpK6ZqyWpvsy7ktR4OnsU5cri77fqEYgkqSrmakmqL/OuJDWYzh5Fuaf4Ogd4KTM3AETEIGDzOsQmSeqCuVqS6su8K0mNp5LXvf4e2LJsewjwu9qEI0mqkrlakurLvCtJDaKSwsYWmflC60bxfctO+kuS6s9cLUn1Zd6VpAZRSWHjxYjYt3UjIt4KvFS7kCRJVTBXS1J9mXclqUF0tnhoq9OAayNiWbE9GvhAzSKSJFXjNMzVklRPp2HelaSG0GVhIzPvjoiJwB5AAAsy89WaRyZJqpi5WpLqy7wrSY2jy8JGRGwKnAocUjTdHBEXmbglqXGYqyWpvsy7ktQ4KnkU5QJgU+CHxfYJRdvHaxWUJKnbzNWSVF/mXUlqEJUUNt6WmZPLtv8QEXNrFZAkqSrmakmqL/OuJDWISt6Ksj4ixrVuRMQbgPW1C0mSVIWqc3VEHBERj0TEwog4o539ERHnFfsfKH8LQLF/UETcFxE39PgqJKl5OEaWpAZRSWHjfwI3RcTNEXEL8Afgc5WcvILB8sSI+FNEvBIRn6/k2IgYHhG/jYjHir/bVRKLJPVzVeXqiBgEnA9MBSYBx0fEpDbdpgLji890SlOty30GmN+z8CWp6VQ9RpYk9a5K3ory+4gYz2tXfH6lq+PKBsvvApYAd0fErMx8uKzb08Cngfd049gzgN9n5jlFweMM4ItdXqkk9WPV5mpgP2BhZi4CiIifAkcB5bn6KOCKzEzgzogYFhGjM3N5ROwMvBv4X8DpvXhJktTQepB3JUm9rMPCRkS8r4Nd4yKCzPxFF+fucrCcmauAVRHx7m4cexRwaNFvJnAzFjYkDVC9kKvHAH8t214C7F9BnzHAcuB7wBeAoZ3EOJ3STA923XXXLsKRpMbWC3lXktTLOpux8U+d7EugNwbL1Rw7KjOXAxR3C3eo8JyS1B/1NFdHB8d12Sci/hFYlZn3RMShHQaReTFwMcCUKVPanluSmk1P8y4RcQRwLjAIuDQzz2mzP4r904C1wIcz896I2AW4AtgR2ABcnJnnFscMB34GjAUWA8dm5jPdujJJalIdFjYy8yM9PHclg+VaHFs6gXcIJQ0AvZCrlwC7lG3vDCyrsM8xwJERMQ3YAtgmIn6Smf/cw5gkqWH1NO9W+Lh2+dpG+1Na22h/oAX4XFHkGArcExG/9XFtSQNdl4uHRsSoiPhRRPy/YntSRHysgnNXMliu5tiVETG6iGU0sKq9E2TmxZk5JTOnjBw5ssKflaTm1INcfTcwPiJ2j4jNgOOAWW36zAJOLN6OcgDwXGYuz8wvZebOmTm2OO4PFjUkDRQ9yLsbH7nOzHVA6yPX5TaubZSZdwIb1zbKzHsBMvN5Sgs3jyk7ZmbxfSZt1rCTpP6skreiXA78Btip2H4UOK2C4yoZLFdz7CzgpOL7ScD1FZ5Tkvqzy6kiV2dmCzCjOHY+cE1mzouIUyLilKLbbGARsBC4BPhkr0YuSc3pcqobI3e0blG3+kTEWOAtwF1F02se1wZ8XFvSgNHlW1GAEZl5TUR8CUqD4Ijo8h3dRb/WwfIg4LLWwXKx/8KI2BGYA2wDbIiI04BJmbmmvWOLU58DXFNUxP8CvL87FyxJ/VRVubroO5tS8aK87cKy7wl8qotz3ExpMWdJGiiqzbtVr220cWfE1sB/Aqdl5ppKAy6O9XFtSf1OJYWNFyNie4pk2joNuZKTVzBYXkHpMZOKji3anwIOq+T3JWkAqTpXS5KqUm3e7cnaRkTEppSKGle1eQPLyrJXcXf6uDYu6Cypn6mksPE5So9/jIuIPwIjKS0YJ0lqHOZqSaqvavPuxkeugaWUHrn+YJs+s4AZEfFTSouGPlcULAL4ETA/M7/TzjEnUZrd7OPakgaULgsbxWv8/g7Yg9K0uEcy89WaRyZJqpi5WpLqq9q8W8nj2pRmLU+jtLbRWqD1TSwHAScAD0bE/UXbmcVMZx/XljRgdVnYiIi5lN6J/bPM/HPtQ5IkdZe5WpLqqyd5t9q1jTLzdtpff8PHtSUNaJW8FeVISu/MviYi7o6Iz0eEKw1JUmMxV0tSfZl3JalBdFnYyMwnMvMbmflWSs//vRl4vOaRSZIqZq6WpPoy70pS46hk8dDW92QfC3wAWA98oYYxSZKqYK6WpPoy70pSY6hkjY27gE2Ba4D3Z+aimkclSeoWc7Uk1Zd5V5IaRyUzNk7KzAU1j0SS1BPmakmqL/OuJDWIStbYMGFLUoMzV0tSfZl3JalxVPJWFEmSJEmSpIZkYUOSJEmSJDWtDtfYiIj3dXZgZv6i98ORJHWHuVqS6su8K0mNp7PFQ/+p+LsDcCDwh2L7HcDNgElbkvqeuVqS6su8K0kNpsPCRmZ+BCAibgAmZebyYns0cH59wpMkdcZcLUn1Zd6VpMZTyRobY1sTdmElMKFG8UiSqmOulqT6Mu9KUoPo7FGUVjdHxG+Aq4EEjgNuqmlUkqTuMldLUn2ZdyWpQXRZ2MjMGRHxXuCQounizLyutmFJkrrDXC1J9WXelaTGUcmMDYB7gecz83cRsWVEDM3M52sZmCSp28zVklRf5l1JagBdrrEREZ8Afg5cVDSNAX5Zw5gkSd1krpak+jLvSlLjqGTx0E8BBwFrADLzMUqvt5IkNQ5ztSTVl3lXkhpEJYWNVzJzXetGRAymtECSJKlxmKslqb7Mu5LUICopbNwSEWcCQyLiXcC1wK9qG5YkqZvM1ZJUX+ZdSWoQlRQ2zgBWAw8CJwOzM/NfaxqVJKm7zNWSVF/mXUlqEJUUNv4lMy/JzPdn5jGZeUlEfKbmkUmSuqPqXB0RR0TEIxGxMCLOaGd/RMR5xf4HImLfon2LiPjviJgbEfMi4qu9fVGS1MAcI0tSg6iksHFSO20fruTkPRgs7xER95d91kTEacW+syNiadm+aZXEIkn9XFW5OiIGAecDU4FJwPERMalNt6nA+OIzHbigaH8FeGdmTgb2AY6IiAOqCV6SmlDVY2RJUu8a3NGOiDge+CCwe0TMKts1FHiqqxOXDZbfBSwB7o6IWZn5cFm38sHy/pQGy/tn5iOUBsmt51kKXFd23Hcz81tdXp0k9XM9zdXAfsDCzFxUnO+nwFFAea4+CrgiMxO4MyKGRcTozFwOvFD02bT4uHCepH6tF/KuJKmXdVjYAO4AlgMjgG+XtT8PPFDBuXs6WG51GPDnzHyigt+UpIGmp7l6DPDXsu0llArNXfUZAywvis/3AG8Ezs/Mu9r+QERMpzTTg1133bWCkCSpofU07xIRRwDnAoOASzPznDb7o9g/DVgLfDgz7y32XQb8I7AqM/cuO+Zs4BOU1v0AODMzZ3f34iSpGXVY2CgKCU8Ab6/y3D0aLJe1HQdc3ea4GRFxIjAH+FxmPtP2xx1ISxoIeiFXR3unrbRPZq4H9omIYcB1EbF3Zj7UJsaLgYsBpkyZ4owOSU2tp3m3J7Oai32XAz8Armjn9M5qljQgdbnGRkQcEBF3R8QLEbEuItZHxJoKzt2jwXLx25sBR1J6fVarC4BxlB5VWc5rK+V/O0nmxZk5JTOnjBw5soJwJal59SBXLwF2KdveGVjW3T6Z+SxwM3BEd2OXpGbUg7y7cVZzZq4DWmc1l9s4qzkz7wSGRcRogMy8FXi6N69FkppdJYuH/gA4HngMGAJ8HPh+Bcf1xmB5KnBvZq5sbcjMlZm5PjM3AJdQ+n8OkjTQVZur7wbGR8TuRTH5OGBWmz6zgBOLBZ8PAJ7LzOURMbKYqUFEDAEOBxb0ytVIUuOrNu92NGO5u33aM6NYkP+yiNiugv6S1C9UUtggMxcCg4qCwo+Bd1RwWNWD5bL9x9PmMZTWanXhvcBrpjxL0kBVTa7OzBZgBvAbYD5wTWbOi4hTIuKUottsYBGwkFJB+ZNF+2jgpoh4gFLO/21m3tCrFyVJDazKMXKPZzV3oKJZzRExPSLmRMSc1atXt9dFkppOZ4uHtlpbFCbuj4hvUEqUW3V1UGa2RETrYHkQcFnrYLnYfyGlwfI0SoPltcBHWo+PiC0pPXt4cptTfyMi9qGU3Be3s1+SBqKqcjVAsbjc7DZtF5Z9T+BT7Rz3APCWngQtSU2s2rzbK48AtlU+wzkiLgHaLTS77pGk/qiSwsYJlGZ2zAA+SynJHl3JyasdLBf71gLbt9N+QiW/LUkDTNW5WpJUlWrz7sZZzcBSSrOaP9imzyxKj5X8lNKioW1nNb9OmzcLOqtZ0oDSaWGjWLX5f2XmPwMvA1+tS1SSpIqZqyWpvnqSd3thVvPVwKHAiIhYApyVmT/CWc2SBrBOCxuZub5YHG6zYtVmSVKDMVdLUn31NO/2cFbz8R20O6tZ0oBVyaMoi4E/RsQs4MXWxsz8Tq2CkiR122LM1ZJUT4sx70pSQ6iksLGs+GwCDK1tOJKkKpmrJam+zLuS1CC6LGxkps9qS1KDM1dLUn2ZdyWpcXRZ2IiIX/H692Y/B8wBLsrMl2sRmCSpcuZqSaov864kNY5NKuizCHgBuKT4rAFWAhOKbUlS3zNXS1J9mXclqUFUssbGWzLzkLLtX0XErZl5SETMq1VgkqRuMVdLUn2ZdyWpQVQyY2NkROzaulF8H1Fs+lpBSWoM5mpJqi/zriQ1iEpmbHwOuD0i/gwEsDvwyYjYCphZy+AkSRUzV0tSfZl3JalBVPJWlNkRMR6YSClpLyhbDOl7NYxNklQhc7Uk1Zd5V5IaR5ePokTElsD/BGZk5v3ALhHxj7UOTJJUOXO1JNWXeVeSGkcla2z8mNJzgm8vtpcA/1GziCRJ1TBXS1J9mXclqUFUUtgYl5nfAF4FyMyXKE23kyQ1DnO1JNWXeVeSGkQlhY11ETEESICIGAe8UtOoJEndZa6WpPoy70pSg6jkrShnA7+m9NzgVcBBwEdqGZQkqdvOxlwtSfV0NuZdSWoIlbwV5caIuAc4gNL0us9k5pM1j0ySVDFztSTVl3lXkhpHJW9F+X1mPpWZ/5WZN2TmkxHx+3oEJ0mqjLlakurLvCtJjaPDGRsRsQWwJTAiIrbjb4shbQPsVIfYJEldMFdLUn2ZdyWp8XT2KMrJwGmUEvQ9/C1prwHOr21YkqQKmaslqb7Mu5LUYDosbGTmucC5EfEvmfn9OsYkSaqQuVqS6su8K0mNp5LFQ78fEQcCY8v7Z+YVNYxLktQN5mpJqi/zriQ1ji4LGxFxJTAOuB9YXzQnYNKWpAZhrpak+jLvSlLj6LKwAUwBJmVm1joYSVLVqs7VEXEEcC4wCLg0M89psz+K/dOAtcCHM/PeiNiF0gB+R2ADcHExRVuSBgLHyJLUILp83SvwEKVBa7dFxBER8UhELIyIM9rZHxFxXrH/gYjYt2zf4oh4MCLuj4g5Ze3DI+K3EfFY8Xe7amKTpH6mqlwdEYMoLXY3FZgEHB8Rk9p0mwqMLz7TgQuK9hbgc5m5J3AA8Kl2jpWk/qrqMbIkqXdVUtgYATwcEb+JiFmtn64O6uFgudU7MnOfzJxS1nYG8PvMHA/8vtiWpIGuqlwN7AcszMxFmbkO+ClwVJs+RwFXZMmdwLCIGJ2ZyzPzXoDMfB6YD4zpvUuSpIZWbd7t6c2/yyJiVUQ81OYYb/5JGrAqeRTl7CrPvXGwDBARrYPlh8v6bBwsA3dGxMbBcifnPQo4tPg+E7gZ+GKVMUpSf3F2lceNAf5atr0E2L+CPmOAjbk6IsYCbwHuqjIOSWo2Z1dzUNnNv3dRyqd3R8SszCwfI5ff/Nuf0s2/1tx8OfADXr+WR+vNv3OKYskZOEaWNEBU8laUW6o8d08HywncGBEJXJSZFxd9RrUWPjJzeUTs0N6PR8R0SrNA2HXXXau8BElqDj3I1dHe6brTJyK2Bv4TOC0z17zuB8zHkvqhHuTdHt38y8xbi2JyW978kzRgdVjYiIjnef3gFkoD3MzMbbo4d08Hywdl5rKicPHbiFiQmbd28Zt/O0mpEHIxwJQpU1zUSVK/1Au5egmwS9n2zsCySvtExKaUihpXZeYv2vsB87Gk/qQX8m6vzJRrR0U3/ySpP+qwsJGZQ3t47h4NljOz9e+qiLiOUnX7VmBla8U6IkYDq3oYpyQ1rV7I1XcD4yNid2ApcBzwwTZ9ZgEziruK+wPPFTk4gB8B8zPzOz2MQ5KaQi/k3R7PlOvRjzuLTlI/VMniodXaOFiOiM0oDZbbLqg0CzixWCDpAP42WN4qIoYCRMRWwN9TWnm69ZiTiu8nAdfX8BokqV/LzBZgBvAbSot/XpOZ8yLilIg4peg2G1gELAQuAT5ZtB8EnAC8s3iD1f0RMa2+VyBJTadHN/86sbK46UdnN/8y8+LMnJKZU0aOHNmtwCWpUVWyeGhVMrMlIloHy4OAy1oHy8X+CykNlqdRGiyvBT5SHD4KuK50M5DBwP/NzF8X+84BromIjwF/Ad5fq2uQpIEgM2dTysflbReWfU/gU+0cdzvt31WUJHWs6plyXZy39ebfOXjzT9IAU7PCBvRosLwImNzBOZ8CDuvdSCVJkqTa6+HNPyLiakqLhI6IiCXAWZn5I7z5J2kAq2lhQ5IkSdJrVXvzr9h3fAft3vyTNGDVco0NSZIkSZKkmrKwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQpAEuIo6IiEciYmFEnNHO/oiI84r9D0TEvmX7LouIVRHxUH2jliRJkkpqWtiodrAcEbtExE0RMT8i5kXEZ8qOOTsilkbE/cVnWi2vQZL6s4gYBJwPTAUmAcdHxKQ23aYC44vPdOCCsn2XA0fUPlJJ6j96WFBu91jHyJIGspoVNno4WG4BPpeZewIHAJ9qc+x3M3Of4jO7VtcgSQPAfsDCzFyUmeuAnwJHtelzFHBFltwJDIuI0QCZeSvwdF0jlqQm1pMxcgXHOkaWNCDVcsZG1YPlzFyemfcCZObzwHxgTA1jlaSBagzw17LtJbw+31bSR5JUmZ4UlCs5VpIGnFoWNnplsBwRY4G3AHeVNc8opuVdFhHbtffjETE9IuZExJzVq1dXeQmS1O9FO21ZRZ+Of8B8LEnlejJG7urYLsfIktQf1bKw0ePBckRsDfwncFpmrimaLwDGAfsAy4Fvt/fjmXlxZk7JzCkjR47sZuiSNGAsAXYp294ZWFZFnw6ZjyXpNXoyRu7s2IrGyBabJfVHtSxs9GiwHBGbUipqXJWZv2jtkJkrM3N9Zm4ALqE0JU+SVJ27gfERsXtEbAYcB8xq02cWcGKxmN0BwHOZubzegUpSP9GTMXKHx1Y6RrbYLKk/qmVho+rBckQE8CNgfmZ+p/yA1gXrCu8FfMWgJFUpM1uAGcBvKK1ndE1mzouIUyLilKLbbGARsJDSYPmTrcdHxNXAn4A9ImJJRHysrhcgSc2nJwXlDo91jCxpIBtcqxNnZktEtA6WBwGXtQ6Wi/0XUhosT6M0WF4LfKQ4/CDgBODBiLi/aDuzWN35GxGxD6Vpd4uBk2t1DZI0EBS5dXabtgvLvifwqQ6OPb620UlS/9KTMXJHxxandowsacCqWWEDqh8sZ+bttP8MIZl5Qi+HKUmSJNVNDwvKrzu2aHeMLGnAquWjKJIkSZIkSTVlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmpaFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS07KwIUmSJEmSmlZNCxsRcUREPBIRCyPijHb2R0ScV+x/ICL27erYiBgeEb+NiMeKv9vV8hokqb+rRa6WJHXMMbIk9a6aFTYiYhBwPjAVmAQcHxGT2nSbCowvPtOBCyo49gzg95k5Hvh9sS1JqkINc7UkqR2OkSWp99VyxsZ+wMLMXJSZ64CfAke16XMUcEWW3AkMi4jRXRx7FDCz+D4TeE8Nr0GS+rta5WpJUvscI0tSL6tlYWMM8Ney7SVFWyV9Ojt2VGYuByj+7tCLMUvSQFOrXC1Jap9jZEnqZYNreO5opy0r7FPJsZ3/eMR0SlP3AF6IiEe6c3x/Fu3911XDirP9H6yf262Pf7/mudp83DlzcvMwH/d79crHjpEblPm4uZiT+71u5eRaFjaWALuUbe8MLKuwz2adHLsyIkZn5vJiSt6q9n48My8GLq4+fEkaEGqVqzcyH0vSazhGlqReVstHUe4GxkfE7hGxGXAcMKtNn1nAicXKzwcAzxVT5zo7dhZwUvH9JOD6Gl6DJPV3tcrVkqT2OUaWpF5WsxkbmdkSETOA3wCDgMsyc15EnFLsvxCYDUwDFgJrgY90dmxx6nOAayLiY8BfgPfX6hokqb+rYa6WJLXDMbIk9b7I7NZjeZIkSZIkSQ2jlo+iSJIkSZIk1ZSFDUmSJEmS1LQsbEiSJEmSpKZlYUOSJEmSJDUtCxuSJEmSJKlpWdiQJEmSJElNy8KGJEmSJElqWhY2JEmSJElS0/r/wqbkWm/TtMYAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -402,7 +402,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 3 Axes>"
]
@@ -431,7 +431,7 @@
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -443,7 +443,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -455,7 +455,7 @@
},
{
"data": {
- "image/png": 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5Pz9jd3yhmodGREREREQKMQW+i6xKaBC3takCQEjqHSyIXejlikREREREpLhQ4MsHz/RoTqB/GoGuBjz127ekOFO8XZKIiIiIiBQDCnz5ICTQj6d7NAIg6VB33pw7wssViYiIiIhcPA6Hg6ZNm9KwYUN69+7NkSNHsuxv0qQJN9+cdRL/AQMGEBYWRkqKu3PkwIED1KhRAwCXy8XDDz9Mw4YNadSoES1btmTbtm05XvvGG29k69atef6a8suqVasYMGBAnp1PgS+f3N6mJpVDDX42jJEzonnr37e8XZKIiIiIyEURFBTE8uXLWb16NWXLlmXUqFGefevWrcPlcjF79myOHz+e5TiHw8Hnn3+e7Xzjxo0jLi6OlStXsmrVKn755RdKly6drd2aNWtIT0+nVq3Cuxxao0aNiI2NZefOnXlyPgW+fOLn8OGla5oDUDK1L89MG8av63/1blEiIiIiIhdZ27Zt2bVrl+f5999/z+2330737t2ZNGlSlraPPvooI0eOxOl0Ztm+e/duqlSpgo+PO76Eh4dTpkyZbNf67rvv6NOnj+f5mDFjqFOnDp06deLee+/lwQcfBGDy5Mm0bt2aZs2accUVV7B3714Ahg0bxogRJ0fjNWzYkO3bt3P8+HF69epFkyZNaNiwIePGjct27U8//ZSWLVvSpEkTbrjhBhITEzl69Cg1atTA5XIBkJiYSEREBGlpaSxevJjGjRvTtm1bnnrqKRo2bOg5V+/evfnhhx9y9w0+CwW+fNS9fiWaRJTEQSihzr4MnDiQw0mHvV2WiIiIiBRz82Pm8/qc15kfMz9Pz5uens706dO55pprPNvGjRtH//79ufnmmxk7dmyW9tWqVaN9+/Z88803Wbb369ePyZMn07RpU5544gmWLVuW4/X+/fdfWrRoAUBcXByvvPIKCxYsYNq0aaxfv97Trn379ixYsIBly5Zx00038eabb57xdUydOpWqVauyYsUKVq9ezZVXXpmtzfXXX8/ixYtZsWIF9erVY8yYMYSGhtKkSRP++ecfwB00e/TogZ+fH3fddRcfffQR8+fPx+FwZDlXVFQUc+bMOWNNueWbJ2eRXDHGMKx3E64bPY8Q5zXEJU7hkamP8PV1X3u7NBEREREposxLJlftHMaBv8Of6XdMp21E29MeZ1+0Zz1XUlISTZs2Zfv27bRo0YJu3boBsHjxYipUqED16tUJDw9n4MCBHD58OEtv3XPPPcc111xDr169PNvCw8PZsGEDM2bMYMaMGXTt2pUJEybQtWvXLNfdvXs3FSpUAGDRokVcfvnllC1bFoC+ffuyceNGAGJjY+nfvz+7d+8mNTWVmjVrnvH1NGrUiCeffJJnnnmGq6++mg4dOmRrs3r1av7v//6PI0eOkJCQQI8ePQDo378/48aNo3Pnzvzwww8MGTKEI0eOEB8fT7t27QC45ZZb+O233zznqlixInFxcWf9PueGevjyWbNqZejVqDI+BFDaeTvfrPyGPzf/6e2yRERERKSYS7fppKanMmv7rAs+14l7+Hbs2EFqaqrnHr6xY8eyfv16atSoQe3atTl27Bg//fRTlmMvueQSmjZtyvjx47NsDwgIoGfPnrz11ls899xz/PrrrzleNzk5GQBrTx9MH3roIR588EFWrVrFxx9/7DnG19fXM/wS8GyvU6cOS5YsoVGjRgwdOpSXX3452zkHDBjABx98wKpVq3jxxRc9x15zzTX88ccfHDp0iCVLltClS5cz1nbiukFBQWdsk1vq4fOCZ66sx9Q1eyiZ3pljrokMmDiADQ9uoFRAKW+XJiIiIiJFzNl65ObHzKfr111JTU/F3+FPpxqdcnVcboSGhvLee+/Rp08f7rvvPiZMmMDKlSsJCwsDYObMmQwfPpx77rkny3HPP/98lh6+pUuXUrlyZapWrYrL5WLlypU0btw42/Xq1avH5s2bqVGjBq1ateKxxx7j8OHDhISE8NNPP9GokXvm/KNHj3pq+OqrrzzH16hRw9PTtnTpUs9MoHFxcZQtW5bbbruN4OBgvvzyy2zXjo+Pp0qVKqSlpfHdd995zh8cHEyrVq145JFHuPrqq3E4HJQpU4aQkBAWLFhAmzZtst2vt3Hjxiz39F0I9fB5QbVyJRjQriYGH8qkDWRP/B6e+fsZb5clIiIiIsVQ24i2TL9jOq90fsUznDMvNWvWjCZNmjB+/HjCwsI8QQigY8eOrF27lt27d2c5pkGDBjRv3tzzfN++ffTu3ZuGDRvSuHFjfH19PROwZNarVy9mzZoFQFhYGM899xytW7fmiiuuoH79+oSGhgLuyVn69u1Lhw4dKF++vOf4G264gUOHDtG0aVM+/PBD6tSpA7iXSmjVqhVNmzbl1Vdf5f/+7/+yXfuVV16hdevWdOvWjcjIyCz7+vfvz7fffkv//v0928aMGcOgQYNo27Yt1lpPbeAOwpkD74UwZ+tOLOiioqJsdHS0t8s4Z0cSU+nw5gzik9PZ6/8iyY4lzLxzpucTFRERERGR87Fu3Trq1avn7TK8Iikpic6dO/Pvv//icDhISEggODgYp9PJddddx8CBA7nuuuu8XSaApzaAN954g927d/Puu++SkpLC5Zdfzty5c/H1zT4gM6f31xizxFobldN11MPnJaVL+PNwF/cnBmXSBoL14YEpD5x1PK+IiIiIiOQsKCiIl156ybMMxLBhwzwLwNesWZNrr73WuwVmMmXKFE9tc+bM8fQa7ty5kzfeeCPHsHc+1MPnRSnOdLq+/Q+xh5M46Pce1zWvpBk7RUREROSCFOcevuJAPXyFSICvg6evdI/vLe28je9X/sSy3TmvKSIiIiIiInKuFPi8rHfjKjQJD8VhyxKc1ofBUwbjsq6zHygiIiIiInIWCnxeZozhuavcXbKhzhtYHLuBW3+6lVdnv+rlykREREREpLBT4CsAWtcqR7f6lTAEUjrtVn5Y8wMvznpRwztFREREROSCKPAVEM/2jMThYwhJ74GfK4J0m85dE+8iLT3N26WJiIiIiEghpcBXQNSuEMzNrSIAH8o67wZgxd4V/Pff/3q3MBERERGRPJCamsrx48e9cu3Dhw975boFgQJfAfJI1zqU9HcQmB5FQHojAF7+52XW7Fvj5cpERERERM7PunXreOKJJ6hbty4bN24EoEaNGrz44os0b96cRo0asX79egAWLVpEu3btaNasGe3atWPDhg0AfPnll1x77bX07t2bmjVr8sEHH/C///2PZs2a0aZNGw4dOgTAli1buPLKK2nRogUdOnTwnHfcuHE0bNiQESNGsH//fi98F7xHga8AqRASwOBOtQGo7BoM1pDmSuOuiXfhdDm9XJ2IiIiIFFVLdhxm1MzNLNmRNz1hx48f54svvqB9+/bcc8891KtXj5UrV9KsWTNPm/Lly7N06VIGDx7MiBEjAIiMjGT27NksW7aMl19+meeee87TfvXq1Xz//fcsWrSI559/nhIlSrBs2TLatm3L11+717IeNGgQ77//PkuWLGHEiBEMGTIEgPvvv58//viDpKQkOnbsyI033sjUqVNxuYr+7Ph5s3y75Jm729fi2wU72XOsGiXN5ST6/sPiuMW8s+Adnmz3pLfLExEREZFCpMazUy7Kebe/0euM+6tUqULjxo357LPPiIyMzLHN9ddfD0CLFi34+eefATh69Ch33nknmzZtwhhDWtrJ+Sw6d+5MSEgIISEhhIaG0rt3bwAaNWrEypUrSUhIYN68efTt29dzTEpKiudxREQEL7zwAv/3f//H1KlTufvuu2nRogWTJk06v29CIaEevgImyN/B493rAFCF+7DWnclfmPkCGw9u9GZpIiIiIiK58uOPPxIWFsZ1113Hyy+/zI4dO7K1CQgIAMDhcOB0ukezvfDCC3Tu3JnVq1czefJkkpOTs7UH8PHx8Tz38fHB6XTicrkoXbo0y5cv93ytW7cuyzUXLVrEkCFDeOihh+jbty+vv/56nr/2gkY9fAXQDc3D+XzuNtbvgXLmeg46xpHsTGbKxinUaVvH2+WJiIiISCFxtp44cA/nvPWzBaQ5Xfj5+vDdPW1oUb3MBV23e/fudO/enYMHD/Ltt9/Sp08fypcvz2effUaNGjVOe9zRo0cJCwsD3PftnYtSpUpRs2ZNJkyYQN++fbHWsnLlSpo0acJff/3Fk08+SeXKlbn77rt599138ff3v4BXWHioh68AcvicXIy9rOsWfGwpwkuFM6TlEC9XJiIiIiJFTYvqZfjunjY83r1unoS9zMqVK8cjjzzC8uXLee2113A4HGds//TTTzN06FAuu+wy0tPTz/l63333HWPGjKFJkyY0aNCAiRMneuqYPHkyf/31F/379y82YQ/AWGu9XcMFiYqKstHR0d4u46K4fcxC5mw6gCN4DlvT/8vwzsN5vuPz3i5LRERERAqwdevWUa9ePW+XIRdJTu+vMWaJtTYqp/bq4SvAnruqHsYAiR3wdVVh+JzhbDu8jYTUBAp7UBcRERERkYtPga8Aq1elFDc2DyfdBY1LvECyM5mbf7qZBqMbMGbZGG+XJyIiIiIiBZwCXwH3RPe6BPr5cPBwNco4WrBw10J2Ht3JE389QeyxWG+XJyIiIiIiBZgCXwFXOTSQe9rXAqCu/1CwEOQbxLGUY9z3230a2ikiIiIiIqelwFcI3N+pNuWD/dl9KJAGpW4lyZlEgCOA3zf9znervvN2eSIiIiIiUkAp8BUCwQG+PHKFe/294JRbMdYPp8u9OOXDfzzMnoQ93ixPREREREQKKAW+QuKmlhHUqlCSPUdddK/yMuk2nTKBZTicfJgHf3/Q2+WJiIiISCE0bNgwjDHZvoYNG3ZB5zXGcPvtt3ueO51OKlSowNVXX32BFRcOs2bNYt68ed4uA1DgKzT8HD4M7eleb2P3nmaUC4jgcPJhAn0D+WndT/y49kcvVygiIiIihc2wYcOw1nrmhTjx+EIDX8mSJVm9ejVJSUkATJs2jbCwsAst97w4nc58v6YCn5yXK+pVpFXNshxNctK98ggA/Hz8AHjg9wc4mHjQm+WJiIiIiHj07NmTKVOmADB27Fhuvvlmz77jx48zcOBAWrZsSbNmzZg4cSIA27dvp0OHDjRv3pzmzZt7QtPu3bvp2LEjTZs2pWHDhsyZMweA4OBgzzl//PFHBgwYAMCAAQN4/PHH6dy5M8888wxbtmzhyiuvpEWLFnTo0IH169d72g0ePJjOnTtTq1Yt/vnnHwYOHEi9evU85wL466+/aNu2Lc2bN6dv374kJCQAUKNGDV588UWaN29Oo0aNWL9+Pdu3b+ejjz5i5MiRNG3alDlz5jBhwgQaNmxIkyZN6Nix48X5hp+GAl8hYozh+avcvXzRm0NoVflK4lPjCQsJo175eiSmJXq5QhEREREpbLZu3UqDBg0AaNCgAVu3bs2T895000388MMPJCcns3LlSlq3bu3Z9+qrr9KlSxcWL17MzJkzeeqppzh+/DgVK1Zk2rRpLF26lHHjxvHwww8D8P3339OjRw+WL1/OihUraNq06Vmvv3HjRv7++2/efvttBg0axPvvv8+SJUsYMWIEQ4YM8bQ7fPgwM2bMYOTIkfTu3ZvHHnuMNWvWsGrVKpYvX86BAwcYPnw4f//9N0uXLiUqKor//e9/nuPLly/P0qVLGTx4MCNGjKBGjRrcf//9PPbYYyxfvpwOHTrw8ssv8+eff7JixQomTZqUJ9/f3PLN16vJBWsSUZreTaoyeUUc9QKeZomZRlx8HBNvmkhEaIS3yxMRERGRQqZ3796eHq/169fTu3dv1qxZc8Hnbdy4Mdu3b2fs2LFcddVVWfb99ddfTJo0iREj3KPWkpOT2blzJ1WrVuXBBx9k+fLlOBwONm7cCEDLli0ZOHAgaWlpXHvttbkKfH379sXhcJCQkMC8efPo27evZ19KSornce/evTHG0KhRIypVqkSjRo0Ad/jdvn07sbGxrF27lssuuwyA1NRU2rZt6zn++uuvB6BFixb8/PPPOdZy2WWXMWDAAPr16+dpn18U+Aqhp3vU5c/Ve5i1PpHbo57nyzUv88DvDzDv7nn4GHXaioiIiEjubdiwAZfLBYDL5WLDhg15du5rrrmGJ598klmzZnHw4Mnbj6y1/PTTT9StWzdL+2HDhlGpUiVWrFiBy+UiMDAQgI4dOzJ79mymTJnC7bffzlNPPcUdd9yBMcZzbHJycpZzlSxZ0vOaSpcuzfLly3OsMSAgAAAfHx/P4xPPnU4nDoeDbt26MXbs2DMe73A4Tnu/4EcffcTChQuZMmUKTZs2Zfny5ZQrVy7HtnlN6aAQiihbgjvbVQcg4WA3qgZXZeGuhYxZOoZ0Vzp/b/3byxWKiIiISGFRt25dfHzcscDHxydbCLsQAwcO5D//+Y+n1+yEHj168P7773smi1m2bBkAR48epUqVKvj4+PDNN9+Qnp4OwI4dO6hYsSL33nsvd999N0uXLgWgUqVKrFu3DpfLxS+//JJjDaVKlaJmzZpMmDABcIfNFStW5Po1tGnThn///ZfNmzcDkJiY6Ol5PJ2QkBDi4+M9z7ds2ULr1q15+eWXKV++PDExMbm+/oXK18BnjLnSGLPBGLPZGPNsDvtDjTGTjTErjDFrjDF35Wd9hcmDnS8lNMiPxduOcm+DdwF4etrTdP6qM92+6abQJyIiIiK5MnnyZCIjIwGIjIxk8uTJeXbu8PBwHnnkkWzbX3jhBdLS0mjcuDENGzbkhRdeAGDIkCF89dVXtGnTho0bN3p66WbNmkXTpk1p1qwZP/30k+ecb7zxBldffTVdunShSpUqp63ju+++Y8yYMTRp0oQGDRp4JonJjQoVKvDll19y880307hxY9q0aeMZAns6vXv35pdffvFM2vLUU0/RqFEjGjZsSMeOHWnSpEmur3+hzIlUfdEvZIwD2Ah0A2KBxcDN1tq1mdo8B4Raa58xxlQANgCVrbWppztvVFSUjY6OvrjFF1CfzdnK8CnruLRiMLb8q0zfNo0WVVqwZPcSapSuwarBqwj2Dz77iURERESkyFi3bh316tU75+OMMeRXNpDzl9P7a4xZYq2Nyql9fvbwtQI2W2u3ZgS4H4A+p7SxQIhxD8YNBg4B+b9wRiFxe9vqRJQNYtO+BK4OfxV/hz9Ldi+hTtk6bD+yneemP+ftEkVERERExIvyM/CFAZkHq8ZmbMvsA6AeEAesAh6x1rryp7zCJ8DXwdM93N3v3847ymOt3KNkLRZfH1/eX/Q+c3bM8WaJIiIiIlKADRs2DGOMZ/KTE48vdOF1KTjyc5ZOk8O2U/uMewDLgS5AbWCaMWaOtfZYlhMZMwgYBO4bNWfNmpXnxRYWwdZSK9SHrUdTSNjemiqBVdh0aBNRZaKIPhzNLeNu4bMWnxHgCDj7yURERESk0AsNDc0yYciZPPHEEzzxxBM57svtOSR/JScnn1P+yc/AFwtkXiguHHdPXmZ3AW9Y9+DhzcaYbUAksChzI2vtJ8An4L6Hr1OnTher5kKhZI1D9Pt4PtNjfHjrhk+4bWJv1iWso07ZOmw8tJHprum82fVNb5cpIiIiIvlg3bp1BAcHZ1myQIoGay2BgYE0a9Ys18fk55DOxcClxpiaxhh/4Cbg1GXmdwJdAYwxlYC6wNZ8rLFQalWzLN3rVyIpLZ1VW6rRp24fjqcdp1poNXyMD2/Pf5tFuxad/UQiIiIiUugFBgZy8OBBTcBSxFhrOXjwoGdtwtzKt1k6AYwxVwHvAA7gc2vtq8aY+wGstR8ZY6oCXwJVcA8BfcNa++2ZzlmcZ+nMbMv+BLqPnI21ls8HXsJV45uR5Eyib/2+TFg7gYYVG7L8vuU4fBzeLlVERERELqK0tDRiY2OzLUQuhV9gYCDh4eH4+fll2X6mWTrzNfBdDAp8J/1n4mq+nr+DznUrUPfSGQydPpRLyl5CzdI1Gdp+KJ1rdvZ2iSIiIiIikscKyrIMcpE90vVSggN8mblhP20q3klk+Ug2H9rM5dUvV9gTERERESmGFPiKkHLBAQzuVBuAt6Zu5oOeowAYPmc42w5v82ZpIiIiIiLiBQp8RczAy2pSuVQga+KOcfRIHW5pdAvJzmQe+uMhrLX8sekPPor+yNtlioiIiIhIPlDgK2KC/B082aMuACP+3MDwTm9SKqAUUzZNYdSiUVz1/VU8MvUR1u5f6+VKRURERETkYlPgK4KuaxZGvSqliDuazB8rkxjeeTgAb81/iwFNBpCansrdk+4m3ZXu5UpFRERERORiUuArghw+hueuigTgw5lb6FfvbppVbsbOozspE1SGsJAwFsQu4L2F73m5UhERERERuZgU+IqoDpdW4PI6FYhPcfLhrG182OtDDIYPFn3A8x2eB+D5Gc+z+dBmL1cqIiIiIiIXiwJfETb0qkh8DHy7YAcVAxtyb/N7SXOlMWHtBG5rdBtJziTumXQPLuvydqkiIiIiInIRKPAVYZGVS3Fji3CcLst//1jPa11fo1xQOWZun0n7au2pWLIi/+z4h4+jP/Z2qSIiIiIichEo8BVxj3erS5Cfg6lr9rBtn+HNbm8C8OKsF3nrircAePrvp9lxZIc3yxQRERERkYtAga+IqxwayL0dagLw6u/ruLPJnbSLaMfe43uJ3h3NDfVuICE1gY+XqJdPRERERKSoMdZab9dwQaKiomx0dLS3yyjQElKcdHprJgcSUhl1S3MiKu2n+cfNsVj+vPVPth3Zxt3N78bHKP+LiIiIiBQ2xpgl1tqonPbpN/xiIDjAl0evqAPAm3+uJ7JcQx5u/TAu6+L/Zv6fwp6IiIiISBGl3/KLiZtaRlC7Qkl2HEzk2wU7GNZpGFVDqrJw10LGLB3jaeeyLgp7r6+IiIiIiLgp8BUTvg4fhvasB8B7MzZhXUH8r/v/AHjm72fYf3w/6/av47LPL+OH1T94s1QREREREckjCnzFSNd6FWldsyxHEtMYPXMz/Rr044paV3A4+TDP/v0s/8b8y4LYBTz0x0PsO77P2+WKiIiIiMgFUuArRowxPN/L3cv3xbzt7DqSxKirRuHv8Ofz5Z8TWS6SrjW7cjDpIA/98ZCXqxURERERkQulwFfMNA4vTZ+mVUl1uhjx5wbqlKvD0+2eBuCBPx7gw14fUtKvJOPXjOeXdb94uVoREREREbkQCnzF0JPd6+Lv8OHX5XGsjD3Ccx2eo2bpmqzcu5Ipm6bwxhVvADDk9yEcSjrk5WpFREREROR8KfAVQxFlSzDgshoAvPb7OgJ9A3mv53sAvDDzBfrU7UP7au3Zk7CHx/983IuVioiIiIjIhVDgK6Ye6HQJpUv4sWDrIWas38fVda6mT90+JKQm8NS0pxhzzRgCfQP5asVX/LHpD2+XKyIiIiIi50GBr5gKLeHHQ10uBeD1P9bjTHfx7pXvEuQbxLg149h5dCevdH4FgEG/DeJYyjFvlisiIiIiIudBga8Yu71NdaqVLcHmfQmMi46heunq/Ofy/wDwwO8PMCRqCK3CWuHv8CfmaIyXqxURERERkXOlwFeM+fv68MyVkQCMnLaJhBQnj7d9nMjykWw8uJGRC0byY98fWXn/ShpUbODlakVERERE5Fwp8BVzVzWqTLNqpTmQkMIns7fi7/Bn9FWjARg+ZzhOl5OS/iW9XKWIiIiIiJwPBb5izhjD81e5F2P/dPZW9h5LpnPNztza6FaSnck89MdDWGs97dcfWO+tUkVERERE5Bwp8AlRNcrSo0ElktLS+d9fGwEY0X0EpQJKMWXTFCZtmIS1loETB1J/VH3mxczzcsUiIiIiIpIbCnwCwDNXRuLrY5iwJIb1e45RObgywzsPB+DhqQ+TmJZIleAqWNzBL9mZ7OWKRURERETkbBT4BIBaFYK5tXU1XBZe/909bHNwy8E0q9yMnUd38uqcV3nh8heoV74eGw5u4KVZL3m5YhERERERORsFPvF4uOulhAT48s/G/czddABfH18+7PUhBsOIeSPYdngbn/f5HIPhrXlvER0X7e2SRURERETkDBT4xKNccACDO9cG4LXf1+FyWVqHt+be5veS5krjgd8foHVYax5r8xjpNp2BEweSmp7q5apFREREROR0FPgki4GX1aRqaCBrdx/jl2W7AHit62uUL1GemdtnMnb1WF7p8gq1y9Rm1b5VvDH3DS9XLCIiIiIip6PAJ1kE+jl4ontdAEb8tYHktHTKlSjHf6/4LwCP//k4aelpjLlmDADDZw9n1d5VXqtXREREREROT4FPsrmuWRj1q5Ri99FkxszdBsCApgNoF9GOvcf38sLMF7i8xuUMjhpMmiuNgZMG4nQ5vVy1iIiIiIicSoFPsvHxMTzfy70Y+4eztnAwIQUf48OHvT7EYRyMWjyKZbuX8d8r/kujio24r8V9OIzDy1WLiIiIiMipFPgkR5ddUp5OdSuQkOLk3embAGhcqTEPt34Yl3UxeMpgSvqXZPn9y7mn+T0YY7xcsYiIiIiInEqBT05raM96+Bj4fuFOtu5PAGBYp2FUDanKwl0LGbN0DD5Gf4RERERERAoq/bYup1W3cgj9oiJwuiz/nepejL1UQCn+1/1/ADzz9zPsP77f037t/rVMWDPBK7WKiIiIiEh2CnxyRo93q0OQn4M/1+xl8fZDAPRr0I8ral3B4eTDPPv3swBsObSFZh83Y8DEAWw9vNWbJYuIiIiISAYFPjmjiqUCubdjLQBenbIOay3GGEZdNQp/hz+fL/+ceTHzqF22NjfUu4HEtETumXQP1lovVy4iIhdifsx8Xp/zOvNj5nu7FBERuQAKfHJW93WsRfngAJbHHGHKqt0A1ClXh6fbPQ3A4CmDcbqcvNfzPSqUqMDM7TP5dOmn3ixZREQuwPyY+XT9uivPz3iezl91VugTESnEFPjkrEoG+PJ4tzoAvDl1AynOdACe6/AcNUvXZOXelXyw6APKlyjPB1d9AMCTfz1JzNEYr9UsIiLnb9b2WaQ4U7BYUtJTGDBxAAtjF3q7LBEROQ/5GviMMVcaYzYYYzYbY549TZtOxpjlxpg1xph/8rM+Ob1+UeFcUjGYnYcS+Wb+DgCC/IJ4r+d7ALww8wV2HdtF3/p9uS7yOuJT47nvt/s0tFNEpBDqVKMT/r7+GNxL7mw8uJE2Y9rQ49se/LvzXy9XJyIi5yLfAp8xxgGMAnoC9YGbjTH1T2lTGhgNXGOtbQD0za/65Mx8HT4M7RkJwPszNnM0MQ2Aq+tcTZ+6fUhITeCJv57w3N9XJrAMf2z+g29WfuPNskVE5Dy0jWjLjDtm8GqXV5lyyxSGth9KsH8wf235i/ZftKfr112ZvWO2t8sUEZFcyM8evlbAZmvtVmttKvAD0OeUNrcAP1trdwJYa/flY31yFl0iK9K2VjmOJqUxatZmz/Z3r3yXIN8gxq0Zx99b/6ZKSBXeufIdAB6d+ih7EvZ4qWIRETlfbSPaMrTDUK669Cpe6/oaOx7dwQsdX6BUQClmbJvB5V9eTqcvO7E3Ya+3SxURkTPIz8AXBmS+qSs2Y1tmdYAyxphZxpglxpg78q06OStjDM9dVQ+AL//dTsyhRACql67Ofy7/DwAP/P4AKc4Ubm98Oz0v6cnh5MO8OvtVr9UsIiJ5o2xQWV7u/DI7Ht3BS51eonRgafYe30v5EuW9XZqIiJyBbz5ey+Sw7dQbvHyBFkBXIAiYb4xZYK3dmOVExgwCBgFUqlSJWbNm5X21clptqziYvzudp76Zzf1NAgFo4WpBtRLV2HhwIw989wC3Vb+NAeUGUCalDL0Ceuk9EhEpQjrSkeYtmrMveR9zZs/xbN92fBv7kvfRqmwrjMnpx76IiOQ3k1+Tahhj2gLDrLU9Mp4PBbDWvp6pzbNAoLV2WMbzMcBUa+2E0503KirKRkdHX8zS5RSxhxPp8vY/pDpdTHrwMhqHlwZg5raZdPm6C4G+gawdspaaZWp6t1AREclX14+7nl/W/0JU1Sj+0/E/XF3nagU/EZF8YIxZYq2NymnfWYd0GmPK5uKrdC7qWAxcaoypaYzxB24CJp3SZiLQwRjja4wpAbQG1uXi3JKPwsuU4K7LagAnF2MH6FyzM7c2upVkZzIP/fGQZugUESlGrLW0r9aeiiUrEh0XzTU/XEOLT1rwy7pfcFmXt8sTESm2cnMPXxwQDSw5w9fKs53EWusEHgT+xB3ixltr1xhj7jfG3J/RZh0wNeN8i4DPrLWrz/VFycU3pNMllCnhx8Jth/h73cm5dUZ0H0GpgFJM2TSFSRtO5vmDiQe57efbmLh+ojfKFRGRi8wYw+NtH2fbI9sY2WMklYMrs2zPMq4ffz1NP2rKhDUTFPxERLzgrEM6jTHLrLXNLrTNxaIhnd7z+dxtvPzbWmpXKMmfj3bE1+H+/OD9he/z8NSHqRZajbVD1lLSvySjF4/mgd8foEpwFdYMWUOZoDJerl5ERC6mpLQkxiwbwxtz32BX/C4A6leoz/DOw7mu3nVerk5EpGi5oCGdQNs8aiNFzG1tqlO9XAm27D/OD4tPTsA6uOVgmlVuxs6jO3l1jnuGzvta3Ee7iHbsTtjNE3894a2SRUTkLIYNG4YxJtvXsGHDzuk8QX5BPNjqQbY8vIUPe33o/hBw/1pW7F1xcQoXEZEcndekLcaYytbaArG4mnr4vOv3VbsZ8t1Sygf7M+upzgQHuCd+XRi7kLZj2uLr48uK+1dQr0I91h9YT9OPmpKSnsKft/1J99rdvVy9iIjkpEGDBqxfvx6Xy4WPjw+RkZGsWbPmgs6Zmp7K1yu+5oZ6N2QZ5REdF02TSk3wc/hdaNkiIsXWhfbw5eT3C6hHipCeDSvTvFppDiSk8vE/WzzbW4e35t7m95LmSuOB3x/AWktk+Uhe6vQSAPdOvpf4lHhvlS0iImewYcMGXC73/XYul4sNGzZc8Dn9Hf7c0/yeLGHvQOIBOn3Zibof1OWzpZ+Rmp56wdcREZGszjfwaY5lAdw36T/fy70Y+6dztrLnaLJn32tdX6N8ifLM3D6TsavHAvBEuydoUaUFO4/u5Nm/n/VKzSIicmZ169bFx8f9K4KPjw9169a9KNfZeXQnYaXC2HZkG/dOvpdL37+Uj6I/IsWZclGuJyJSHJ1v4Ps0T6uQQq1F9bL0bFiZ5DQX/5t28lPgciXK8d8r/gvA438+ztHko/j6+PJFny/w8/FjdPRo/tn+j7fKFhGR05g8eTKRkZEAREZGMnny5ItyneZVmrN2yFq+v/576pWvx86jOxk8ZTC136vNB4s+INmZfPaTiIjIGZ1X4LPWjs7rQqRwe/rKSHx9DBOWxLJu9zHP9gFNB9Auoh17j+/lhZkvANCoUiOe7/A8AHdPupvEtESv1CwiItkNGzaM2rVrs3btWgDWrl1L7dq1z3nSltxy+Di4udHNrB6ymvE3jqdhxYbsit/FQ388RK13a/HOgnf0c0JE5ALkZlmGpdba5hfa5mLRpC0Fx7BJa/hy3nY61qnA1wNbebav3LuS5h83x2KJvjeaZlWakZqeStQnUew8upOpt02lTXgbL1YuIiIFhcu6mLh+Ii/Pfpnle5ZjMKwZsoZ6Fep5uzQRkQLrTJO25CbwJQGbztQECLXWVjv/Es+fAl/Bceh4Kpe/OZP4FCdfD2xFxzoVPPse//NxRi4YSeuw1sy7ex4+xoe1+9cSGhBKWKkwL1YtIiIFkbWW3zb+RnRcNC91fsmzPS09jWRnMiEBIV6sTkSkYLnQwFc9F9dIt9bGnk9xF0qBr2D5cNYW/jt1PZGVQ5jycAccPu75fY6lHKPeqHrExcfxydWfcG+Le71cqYiIFEZfLPuCJ6c9yeNtHufBVg8SGhjq7ZJERLzugpZlsNbuyMWXV8KeFDx3XVaDqqGBrN8Tz89LT/6xKBVQipE9RgLwzN/PsP/4/mzHHkw8mG91iohI4TRj+wwOJR3i/2b+HzXercFLs17iSPIRb5clIlJgne8snSI5CvRz8NSV7um73/5rI0mp6Z59fev35YpaV3A4+XC2JRlenf0q1d6pxrLdy/K1XhERKVy+vvZrZtwxg8urX86R5CMM+2cY1d+pzn9m/odDSYe8XZ6ISIGjwCd5rk+TMBqGlWLPsWQ+/3ebZ7sxhlFXjcLf4c/nyz9nXsw8z779iftJTEvkrol3kZae5o2yRUSkEDDG0LlmZ2YNmMWsO2fRtWZXjqUc45XZr1D9neo8N/05DiQe8HaZIiIFhgKf5DkfH8NzPd2zqX04awsHEk4uoFunXB2ebvc0AIOnDMbpcgLwapdXqVm6Jiv2ruC///43/4sWEZEs/t76N6/PeZ35MfO9XcppXV7jcv6+42/m3jWXHrV7kJCawOtzX+f6cdd7uzQRkQLjggOfMeaZvChEipZ2l5SnS2RFElKcvPt31klen+vwHDVL12Tl3pV8sOgDAEr6l+Szaz4D4OV/XmbNvjX5XrOIiLjN3DaTbt9047kZz9Hpq07M3TnX2yWd0WXVLmPqbVNZcPcCel3aiyfaPpFl/9kmqBMRKcrOOfAZY8Zn+poA3HMR6pIiYGjPSHwMfL9oJ1v2J3i2B/kF8V7P9wB4YeYL7Dq2C4AuNbtwX4v7SHOlcdfEuzy9fyIikr/Grh7reZyankrvsb15Y+4b7Du+z4tVnV3r8Nb8dstv9Insk2X7teOu5eE/Hvb8vBERKU7Op4fvmLW2X8ZXX+DvvC5KioZLK4XQv2UE6S7LG3+sz7Lv6jpXc23ktSSkJvDEXyc/iX2z25uElwpncdxi3lnwTj5XLCIiAHc1vYtA30BMxn9Hko8wdPpQIkZGcOvPt/Lvzn8LTa/ZhgMbmLRhEu8vep9a79XigSkPsPPoTm+XJSKSb866Dl+2A4ypaa3dlul5WWut16bF0jp8Bdu+Y8l0GjGLxNR0xt/XllY1y3r27Tiyg3qj6pHkTGLa7dO4otYVAPy+6Xd6fd+LQN9AVty/gjrl6nirfBGRYmt+zHxmbZ9Fx+odiU+NZ/Ti0fy28Tcs7t8bGldqzJCoIdza+FaC/YO9XO2Zrdq7iuFzhjNhzQQsFj8fP+5qehdDOwylRuka3i5PROSCXejC63cCb+PuDfwNeMBaG5/nVZ4nBb6C752/N/LO35toElGaX4e0wxjj2ffG3DcYOn0odcrVYeX9KwnwDQDgzl/v5OsVX9OhWgdmDZiFj9H8QiIi3rbjyA4+WfIJny79lP2J7vVUQ/xDuKPJHQyOGkyDig28XOGZrd2/llfnvMoPq3/AZV34+vhyR+M7eK7Dc9QuW9vb5YmInLcLWngdeAHoBkQCO4DX8rA2KQbu7VCLCiEBrIg5wm8rd2fZ93jbx4ksH8nGgxsZMW+EZ/vIHiMJCwmjXUQ73csnIlJAVC9dnVe7vkrMYzF8f/33tK/WnvjUeEYtHkXDDxty+ZeXM271OFLTU71dao7qV6jPd9d/x9oha7mjyR24rIvPl39O3Q/q8vum371dnojIRZGbHr6l1trmmZ4vtNa2vuiV5ZJ6+AqHsYt2MvTnVYSXCWL6E5cT4Ovw7Ju5bSZdvu5CoG8ga4espWaZmgAkpCYU+GFCIiLF3aq9q/gw+kO+WfkNCanuCboqlazEPc3vYVCLQVQLreblCk9v86HNvDbnNaZunsqmhzZR0r+kt0sSETkvF9rDV8UYM8gY08EYUwHwy9vypDjo2yKcOpWCiT2cxDfzd2TZ17lmZ25tdCvJzmQe+uMhz0QACnsiIgVfo0qNGN1rNHGPxzH6qtE0rNiQvcf38uqcV6n5bk2u/eFa/tz8Jy7r8nap2VxS9hI+7/M5mx/enCXsxR6L5ZafbmHV3lVerE5EJG/kJvC9CDQGhgMbgIbGmN+NMa8bY26+qNVJkeHr8GFoxmLs78/YzJHErMN9RnQfQamAUkzZNIVJGyZlO37/8f3M3DYzX2oVEZFzFxIQwuCWg1l5/0rm3DWHmxvejMM4mLhhIld+dyV13q/D2/Pe5mDiQW+Xmk0JvxJZnr/171uMXT2Wxh815obxN7B8z3LvFCYikgdyE/hWAQ9Zay+31pYFagEfAEeAqy5ibVLEdKpbgXa1y3E0KY0PZmzOsq9ycGWGdx4OwMNTH+Z46nHPvpijMdQfXZ9rx12rNZRERAo4Ywztq7Xn+xu+J+axGF7r8hrVQqux5fAWnpz2JGH/C2PArwNYtGtRgV3a4cl2T/JgywcJcATw87qfafZxM6794VqWxC3xdmkiIucsN/fwfQS0AjYCU4Gp1to9+VBbrugevsJl9a6jXP3+XPwdPkx/4nIiyp78VNXpctLq01Ys27OMoe2H8lpX9/xA1lquHXctkzZM4uo6VzPppklZZvoUEZGCLd2Vzu+bfmd09Gj+3PynZ2mH5lWaMyRqCDc3ujlbL1tBEBcfx1v/vsVHSz4i2ZkMQK9Le/Gfy/9Dq7BWXq5OROSkC1qWIdNJIoGeQA8gFJiJOwD+a61Nz6Naz5kCX+Hz+Ljl/LxsF72bVOX9m5tl2bcwdiFtx7TF18eXFfevoF4F9zDQuPg46o+qz9GUo3x73bfc2vhWb5QuIiIXaMuhLXy85GM+X/Y5B5PcwztLB5bmziZ3MjhqMHXL1/VyhdntSdjD2/PeZnT0aBLTEgHoXac3v970q5YNEpEC4UInbQHAWrveWjvSWnsl0AWYC/QFFuZNmVJcPNGjLv6+PkxeEcfymCNZ9rUOb829ze8lzZXGA78/4BnuUzWkKiN7jATcQz73JuzN77JFRCQP1C5bmze7vUns47F8fe3XtAlvw5HkI7y78F0iR0VyxddX8NPan0hLT/N2qR6VgyvzVve32P7Idp697FmC/YOpWLKiwp6IFAq57uHzHGDMy4ADWJ7xtdl6cRC+evgKpzf+WM9H/2yhVY2yjLuvTZYhmgcTDxI5KpIDiQf47vrvuKXRLYB7aOeV313JX1v+4sb6NzKh7wRvlS8iInlo2e5lfBj9Id+t+s7Tg1Y1pCqDmg/i3hb3UjWkqpcrzOpg4kHSXGlUDq7s2fbr+l8pFVCKzjU667YDEcl3eTKk85QTVgKaAU2B2tbaey+owgugwFc4HUtO4/I3Z3I4MY1Pbm9B9waVs+z/fNnn3D3pbiqVrMSGBzcQGhgKwI4jO2j4YUMSUhOY0HcCN9a/0Rvli4jIRXAk+QjfrPiG0dGjWX9gPQAO4+DayGsZ0nJIgQ1Tyc5kar9Xm7j4ONpXa89/Ov6HK2pdUSBrFZGi6YKGdBpj7jTGHDDGHDLGfG2MCbHW7rXWTrXWvuHNsCeFV6lAPx7peikAb0xdT1p61vWZBjQdQLuIduw9vpcXZr7g2V69dHX+e8V/AXjg9wcK5PTecvEMGzYMY0y2r2HDhnm7NBHJA6UDS/NQ64dYO2QtM+6YwY31b8QYw0/rfqLr112pN6oe7y54lyPJR7xdahYu62JI1BDKBpVl7s65dP+2O+0+b8cfm/4osDORikjxkZtZOjfjvldvF/AQUNpa+1A+1JYr6uErvFKdLrqP/IftBxN5pU8Dbm9bI8v+lXtX0vzj5lgs0fdG06yKe4IXl3XR+avOzN4xm0HNB/Fx74+9UL14S4MGDVi/fj0ulwsfHx8iIyNZs2aNt8sSkYskLj6Oz5Z+xidLPmFXvHtpniDfIG5tdCuDWw6meZXmXq7wpPiUeEYvHs2I+SM4kHgAgKiqUfyn43+4us7V6vETkYvmgoZ0GmOWWmubZ3q+0FrbOo9rPG8KfIXb1NW7uf/bpZQr6c+spzoREuiXZf/jfz7OyAUjaR3Wmnl3z/PcIL/50Gaen/E8I3uMLHD3dsjF5evrS3r6yYmBHQ4HTqfTixWJSH5wupxM3jCZ0dGj+Xvr357trcNaMzhqMP0a9CPIL8iLFZ6UkJrAR9Ef8da8t9h3fB8AzSo3450r36Fj9Y5erk5EiqILnaWzijFmkDGmgzGmAuB31iNEcqlHg8pEVS/DweOpfPzP1mz7h3UaRtWQqizctZAxS8d4tl9S9hLG3ThOYa8Yqlu3LqaagfZgqhnq1i14U7iLSN7z9fHlunrXMe32aWx4cAOPtXmM0oGlWbhrIQMmDiB8ZDhP/fUUWw5t8XapBPsH82S7J9n2yDZG9hhJ5eDKLNuzDKdLH06JSP7LTQ/fIKAx0CjjKxj4G1gBrLTWjr3YRZ6JevgKvyU7DnPDh/MI8PVh1lOdqBKa9RPa8WvG0//H/pQJLMOGBzdQoWQFL1Uq3jZs2DBe+v4l6I/746p04Ct48e4XdR+fSDGUmJbID6t/YPTi0SzZvcSzvUftHgxpOYRel/bC4ePwYoVuSWlJTNwwkf4N+nuGdVprmbp5Kt1rdy8QNYpI4Zans3QaY8I5GQAbWmtvv/ASz58CX9Ew5Lsl/L5qDze2CGdE3yZZ9llr6f5td/7e+jcDmw5kTJ8xWfanpqfy2pzXaF+tPVfUuiI/y5aLzGVdHEk+Qtmgsp5tvb/vzW+bfgPcs/e90vkVhnYY6q0SRaSAWLxrMaOjR/PD6h9IdiYDEFEqgvta3Mc9ze+hUnAlL1eY1d9b/6bbN92oW64u/9fx/7ip4U34+vh6uywRKaTyZOH1E6y1sdba3621//V22JOi4+kekfg5DD8tjWVt3LEs+4wxjLpqFP4Ofz5f/jnzYuZl2T9m6Rhe+ucl7pl0DwmpCflZtuSxZGcyc3bM4fU5r9Pr+16U/W9Z7vz1zixt+jXoh4/xwQcf/B3+dKrRyTvFikiB0jKsJV/0+YJdj+/i7e5vc0nZS4g5FsP/zfw/IkZGcPNPNzN7x+wCM2tmijOFGqVrsOHgBm7/5XbqjarHl8u/LFALzotI0XBe6/AVJOrhKzpemryGL/7dTodLy/PN3dnnBXphxgsMnzOcxpUas2TQEs8noWnpabT6rBXL9yznwZYP8v5V7+d36XKeDiYeZF7MPObunMvcmLlEx0WTmp6apU2TSk1Yfv/yLNvmx8xn1vZZdKrRibYRbfOxYhEpLFzWxfSt0xkdPZpJGybhsu7lfxpUaMCQlkO4rfFtlAoo5dUa09LT+Hblt7w651W2HHbfe1irTC2ea/8ctze5HX+Hv1frE5HCI88XXi9IFPiKjsPHU+n41kzik518NbAVl9fJeq9eUloSDUY3YNsR903wj7Z51LNv+Z7ltPy0JU6Xk9kDZtOheod8rl7O1Z6EPVR5u0qWbQZDw4oN6VCtA+2rteeyapdRLbSalyoUkaIi5mgMny79lE+XfsqehD2Ae2KV2xrdxuCWg2lcqbFX63O6nIxdNZbhc4az8eBGAKqHVmdo+6EMbDYQP4fmyxORM1Pgk0Lj43+28Pof64msHMKUhzvg8Mm6ZtFvG3+j99jeBPsHs/6B9YSVCvPsO9EDeGnZS1lx/4oCMz13cZXuSmfVvlXu3rudc1m4ayGrB6+mpH9JT5vIDyKpWLIi7au1p3219rQNb0uZoDJerFpEirLU9FR+Xf8rH0Z/yKztszzbL4u4jCEth3BDvRsI8A3wWn3prnTGrxnPK7NfYd2BdYSXCmfzQ5u9WpOIFA4KfFJoJKel0/Xtf9h1JIk3b2xMv6iIbG2uG3cdv67/lf4N+vPDjT94tqc4U2j+SXPW7l/LU+2e4s1ub+Zn6cVeYloii3Yt8gS8eTHziE+Nz9Jmxh0z6Fyzs+e5y7o8ayuKiOSntfvX8uHiD/l65dccS3HfO16hRAXubnY390XdR43SNbxWm8u6+GntTwD0bdDXs/1A4gFK+JWghF8Jb5UmIgWUAp8UKr8u28Wj45ZTqVQAM5/sRAn/rLOW7Tiyg3qj6pHkTGLa7dOyzMy5MHYh7T5vB8D8u+fTKqxVvtZeXN076V6+WvEVaa6skw3ULF2TDtU70D7C3YNXt3xdBTwRKVASUhP4ftX3jF48mhV7VwDu4eW96vRicNRgetTuUWCWTRg4cSC/b/qdp9o9xf1R92cZMSEixVueztIpcrFd06QqDcNKsfdYCmPmbMu2v3rp6vzn8v8A8MDvD5DiTPHsax3emsfbPI7Luhg4cWCWfXL+rLVsPrSZL5d/yT2T7uGPTX9k2R8aGEq6TadZ5WY81Oohxt04jtjHYtn6yFa+uvYr7m1xL/Uq1FPYE5ECJ9g/mEEtBrHsvmXMGziP2xrfhp/Dj982/kav73tx6fuX8ua/b3Ig8YBX63S6nKw7sI69x/fy5LQnqfFuDf4797/Ep8Sf/WARKdbUwycF0rwtB7jl04WU9Hcw66nOVAjJev9CanoqTT5qwvoD6xneeTjPd3zesy8pLYkmHzVh6+Gt/HHrH3Sr3S2/yy/0nC4nK/asYM7OOZ4hmnuP7/Xsf6DlA3xw1Qee5/uP7yfAN8DrM96JiOSF/cf388XyL/go+iO2HXF/8Ojv8Kdfg34MjhpM2/C2ngXU85O1lj82/8FL/7zEol2LACgbVJbH2zzOg60eJDQwNN9rEpGCocAM6TTGXAm8CziAz6y1b5ymXUtgAdDfWvvjmc6pwFd03f3lYqav38dtbaox/NpG2fbP3DaTLl93IdA3kLVD1lKzTE3PvkW7FuFjfIiqmuOfezmNeTHzeHHWi8yPmc/xtONZ9lUoUcE9c2bEZXSr3c3rs9qJiFxs6a50/tzyJx9Gf8iUjVOwuH9nalKpCUNaDuGWRrcQ7B+c73VZa5m2dRov/fOSZ23a0oGluS7yOsoGleWGejdoyRqRYqZABD5jjAPYCHQDYoHFwM3W2rU5tJsGJAOfK/AVX5v2xtPjndkYY/jz0Y5cUjH7D9Xbfr6N71Z9R69LezH55sle+cS1MNqTsId/d/5LfGo8A5oO8GyfHzPfcw/kpWUv9cye2b5aey4te6m+vyJSbG0/sp2Poz9mzLIx7E/cD0CpgFLc0fgOBrccTP0K9fO9JmstM7fP5KV/XmL2jtmA+/7DQN9Apt8xnbYRbXlv4Xv8G/Mv1UpVo3rp6lQLreb5KhNYRv+uixQRBSXwtQWGWWt7ZDwfCmCtff2Udo8CaUBL4DcFvuLtuV9W8f3CnVxRrxKf3Zn9z/CehD3U/aAux1KO8Wv/X+kT2SfH86Smp+a4gO2wYcN46aWXsm1/8cUXGTZs2AXXXxBYa9l4cKNncfO5O+ey+dBmACoHVybu8TjPD/zU9FQmb5hM+2rtqRRcyZtli4gUSCnOFH5a9xOjF4/m35h/Pds71ejE4KjBXBt5rVcWTB80eRCfLv0UAIdx8ErnVxjaYSg3jL+Bn9f9nOMxJf1KesLf8x2ez7KG7aGkQwT7B2vxd5FCoqAEvhuBK62192Q8vx1oba19MFObMOB7oAswBgW+Ym9ffDKd3ppFYmo6PwxqQ5ta5bK1eX/h+zw89WGqhVZj7ZC12WYtG7tqLE9Ne4ppt0+jXoV62Y5v0KAB69evx+Vy4ePjQ2RkJGvWrLloryk/pKWn8d7C9zwB79TJBkr6laRtRFvaR7Tn2fbPao0nEZHzsHLvSj5c/CHfrvqWhNQEwP1B2r3N72VQi0GElwrPt1rmx8yn69ddPR9wnujhW7Z7GWv3r2Xn0Z3ur2Pu/+84siPL0jlTb51Kj0t6eJ73HtubKRunUDm4cpZewVO/ygWVUy+hSAFQUAJfX6DHKYGvlbX2oUxtJgBvW2sXGGO+5DSBzxgzCBgEUKlSpRY//PDDqU2kCJm4OZVfNqdRs5QPL7QNxOeUHyzpNp3BSwezKWETt0Tcwr217s2yf8SGEUzZM4X6IfV5r9l7OEzW6bWXLFmS7ZotWrTI+xdykRx3HmfNsTU0Ld0Ufx/3J7HWWm5ccCOHUg8BUMavDI1DG9MwtCGNQhtxSfAl2b4Phcmao2tYfnQ5TUOb0iC0gbfLEZFi7rjzONP2TmNi3ES2J24HwAcf2pVrR5+qfWhepnm+zFJ8rv82JjgT2Je8j70pe6lfqj6hficnfXl65dMsObwEF64znuN/jf9HszLNPM+n7Z1Guk2nYkBFKgVWokJABc/PJhG5eDp37lwgAt9Zh3QaY7YBJ36bLw8kAoOstb+e7rzq4Sv6ElOddHprFvviU3j3pqb0aRqWrc3C2IW0HdMWXx9fVty/IktP3tHko9QfXZ+4+Dj+1/1/PNb2sSzHFrYevrj4OM/MmXN2zmHl3pW4rIt5A+dluUn/o+iPCPINon219tQqU6vQfwJrrWXbkW18s+Ibhs8ZjtPlxN/hz6w7Z2lyAhEpEKy1zNk5hw+jP+SntT951ia9pOwlDI4azICmAygbVNbLVeae0+Vkd/xudhzdcbKH8JSvJYOWULtsbc8x9UfVZ92BdVnOU6lkpWw9g7c3vp1yJbKP2hGR81NQevh8cU/a0hXYhXvSllustTn+Zn2mHr7MFPiKh3GLd/LMT6sILxPE9CcuJ8A3e+/UfZPv45Oln9C5Rmem3zE9S8D5beNv9B7bmyDfIFYOXsklZS/x7Nu6dSu9e/dm7dq11K9fn8mTJ1OrVq18eV25sfnQZmZsm+EJeSemCD/B18eXFlVa8HrX1+lcs7OXqsx7R5OPsjhuMQtiF7Bw10IWxi70TJRwgsHwapdXGdphqJeqFBHJ2Z6EPYxZOoaPl3xMzLEYAAJ9A7mp4U0MiRpCy7CWXq4wb1hrs/y8feWfV9hwcIMnEMYeiyXdpmc7buejO4kIjfA87/5NdyyWaqWyDxuNCI0g0DcwX16PSGFVIAJfRiFXAe/gXpbhc2vtq8aY+wGstR+d0vZLFPgkQ7rLctW7c9iwN57nr6rHvR2zB7KDiQeJHBXJgcQDfHf9d9zS6JYs+0/M6Hl59cuZcecMfIxPgZu0JcWZQpIzidKBpT3bHvz9QUYtHuV5HuIfQruIdp7ZM1uFtaKEX4l8rzUvOV1O1uxbw8JdCz0Bb93+dZ4p0E+oUKICdcrVYdGuRaTbdAIcAZ77VERECiKny8nvm35n9OLR/LnlT8/2qKpRDI4azE0Nbyr0/4afSbornd0Ju7P1DL5z5Tv4+vgC4LIugl4NIjU99bTnqViyItVCq/H37X9nWW9w+Z7lVAmuQoWSFfJl2KxIQVVgAt/FoMBXfMzcsI+7vlhMqUBfZj/dmdIlst8T8MWyLxg4aSCVSlZiw4MbsvxQOJh4kPqj67Pv+D4+7PUh90fdn5/l5+hI8hHmx8z3zKC5aNciHmj5ACO6j/C0+W3jb3y78ltPwGtUsREOn8J7/x24h6UujD0Z7qLjorOt++fv8KdZ5Wa0CW9D67DWtAlvQ43SNTDGMD9mPrO2z6JTjU4KeyJSaGw+tJmPoz/m8+WfcyjJfY916cDS3NX0Lu6Pup865ep4uULvsNay7sC60w4bjTkW4xnGn/R8kifYOV1OAocHej4AjAiNONkzeEpPYZ1ydQr9rQ0iZ6LAJ0WCtZbbxyxi7uYD3N2+Ji9cnX3NI5d10eGLDsyLmcdDrR7ivZ7vZdn/49of6TuhL8H+wawZsoZqodXyq3wAdh7dydydc/l357/MjZnLqr2rsvVi3dzwZr6/4ft8retiSkpLYsnuJe6At2sBC2MXeoY3ZVarTC1PsGsd1pqmlZtq9lARKZKS0pKYsHYCoxePZuGuhZ7tV9S6giFRQ+hdt7en90vcvYR7j+9lT8Iemldp7tl+MPEgV3xzBTuP7vQE6JyU8CtBwtCELEsQPT3t6WxDRyuWrKheQim0FPikyFgTd5Sr35+Lr49h+uOdqFYu+zCYlXtX0vzj5lgs0fdG06xKsyz7bxx/Iz+t+4ketXvwx61/5NsnfnN2zKHjlx2zbPN3+NOyaktP7127iHaF6ob+U1lr2XRok7vnLiPgrdy7EqfLmaVdqYBStAprRZuwNrQOb03rsNZUKFnBS1WLiHjP0t1L+XDxh3y36juSnEkAhIWEMajFIO5pfg9VQ6p6ucLCISE1gZijMVl7BzOWoPB3+PPnbSeH0245tIVL3r8k2zn8Hf5ElDrZS1ivfD2eaf9Mfr4MkfOmwCdFyuPjl/Pz0l30alyFUbc0z7nNn48zcsFIWoe1Zt7d87J8YrcnYQ8NRjfg8uqX881132Rbt+98JTuTWbxrsWd4Zlx8HMvuW+bZfzz1ODXerUGrsFa0j3AHvJZhLQv1jeiHkg6xMHahe1KVjIlVDicfztLGx/jQqGKjk7134a2JLB+pT1FFRDI5knyEr5Z/xYfRH7Lh4AbAPSnXtZHXMiRqCJ1qdNKQxDyy//h+vl7xdZZQuPPozmxr1jau1JgV96/wPF9/YD2XfX7ZaYeNVgutRuXgyoX+tgspnBT4pEiJO5JE5xGzSHG6+GVIO5pVK5OtzbGUY9QbVY+4+Dg+ufoT7m2RdW2+mKMxhJcKv6AfnoeSDrmHZmYEvOi46Gw3nMc+FktYqZPLSJw6m1lhkpaexsq9Kz333S2IXcCmQ5uytasSXCXLfXctqrYg2D/YCxWLiBQ+1lpmbp/J6MWj+XX9r54ZLiPLRzI4ajB3NLkjy8RekncS0xKz9BIG+AZwW+PbPPv/2vIXPb7tcYYzuEN6z0t6MunmSZ5tBxIPEB0X7QmFJ34m6n50yUsKfFLkvDl1PaNnbaFljTKMv69tjiFq/Jrx9P+xP2UCy7DhwQ15OmTw8i8vZ/aO2Vm2GQyNKjXy9N5dVu2yfL9HMK9Ya4k5FpNlYpUlu5eQ7EzO0i7QN5CoqlG0DmvtCXgXGqRFRMRt17FdfLb0Mz5Z+glx8XGA+360WxvdyuCowdluWZCLy2Vd7D++P/vEMpl6Cfcd38d1kdfxc/+fPcedWBrqhDKBZSgXVI6tR7ZircXh46Bv/b70rtObmxvd7Gm36eAmpm+bjr/DH3+HPwGOAM/jzF8VSlagVpmTs5cnO5M5nnrcs9/P4adRNcWAAp8UOceS0+j01iwOHU/l49tb0KNB5WxtrLX0+LYH07ZOY2DTgYzpMybHc6U4U1h/YD1NKjfxbEt3pbNq3yrP2nfPd3ieRpUaefZfM/Ya/tryF63DW3sCXtuItoX2U9eE1ASi46KzTKyyO2F3tnZ1ytXJ0nvXqGIj/Bx+XqhYRKT4SEtPY/LGyYxePJrp26Z7trcJb8OQqCH0bdC3UN8eUJQkpSVxPO045UuU92ybsW0Gr899nR1H3AvYp6Sn5HjsrY1u5dvrv/U8/27ld9z2y205ts3slka38N3133mef7/qe279+dYsbXx9fLMFxRvq3cA7V77jaTNtyzRem/tajqHS3+fk45ZhLbMsfbXhwAb+3vp3zsdl+qoUXCnLOsiJaYnEp8RnaePr46sPjc/TmQKfpoCSQqlUoB+PdL2UFyet4Y0/1tMlsiJ+jqyfXhlj+OCqD2j0YSM+X/45dze/m3YR7bK02Xd8H12+6kLM0Riuq3cd/g5/dh7dybyYecSnxnvatYtolyXwfXz1x5QNKlsoZ5F0WRfr9q/Lsubd6n2rcVlXlnZlAsvQOry1Z2KVVmGtCvWEMiIihZWfw4/r613P9fWuZ8OBDXwU/RFfLP+CBbELWBC7gMf+fIyBzQbSsmpLNh/arCGCXhTkF0SQX1CWbV1qdqFLzS6A+8Po/Yn7+W3jbwyeMhhnuhOHj4NBLQZx5SVXZjmudtnaDGo+iFRXKqnpp/+6pEzWCWgcxkHZoLJZ2jhdTpwuJ4lpiZ52R5KPZDkuLj6OWdtnnfU13tHkjiyBb+GuhTz4x4NnPe72xrfz9XVfe57/tPYn7vj1jmztTg2K/Rv0zxJMp26eyqtzXj19uMwIp23C23Br45PBd+3+tUzbMu2swbRqSFUuLXep57iE1ASOJh/F3+HP8j3LiY6LLnR/xxT4pNC6pXU1vpy3nW0HjjN20U7uaFsjW5s65erwdLunGT5nOIOnDGbJoCVZprquUKICQb5BHEs9xlcrvspybM3SNelQvQPtI9rTvXb3LPuqhFS5KK/pYth3fJ9nYpUFsQtYHLeYYynHsrTx9fGlWeVmWSZWubTspfqUTUSkgKlbvi4jrxzJ8C7D+WH1D4yOHs3S3Ut5a95bnjYGQ2T5SGqVqUWFkhUoH1SeCiUrUKFEBffzEuU9j0P8Q/RvfT4yxlCxZEUGNhtIvfL1zngPX5vwNrQJb3PO1+jfsD/9G/b3PLfW4nQ5swXFU3uFe1zSgxl3zDhjuExNTyWyfGSW4+qUq8OQqCHu/WcIp6euM+nr40vFkhWzBdMTj0+IT4nPclxcfBxzd8496/fheNrxLIFvYexCHv3z0bMeN6DpAL7o84Xn+Y9rf+SuiXd5njuMA3+HP9PvmF5oQp+GdEqhNnX1Hu7/dgllS/oz66lOlArMPrwwKS2JBqMbsO3INkb2GMmjbR7Nsv/paU97flAaDP0b9mdEtxFZJlspLFKcKSzbsyxLwNt2ZFu2dtVCq2W57655lebZPpEUEZGCz1rL4rjFDP5tMEv3LD3n4/0d/lkCYIUSFXJ+nvG4bFBZzUIpF43LukhLT8sSAv0d/pQrUc7TZm/CXjYe3JirYNqtdjfPcQtiFzB21diTbU4TTnte0pNn2z/rOe77Vd/z1LSnOJJ8xNND6jAOXun8CkM7DM2/b85Z6B4+KbKstfT9aD7ROw4zpFNtnr4yMsd2J26YDvYPZv0D67OEufkx8+n6dVfPPyqF5RMbay3bjmzLsubd8j3Ls80UWtKvJC3DWmZZ1Lww9VCKiMiZDRs2jJfGvAR3Aj6AC/gDbup9E1dccwX7E/dzIPEA+xP3s//4/pPPj+/neNrxc7qWwVA2qGyuwuGJ3kTdXyhFQUH/fVGBT4q0ZTsPc93oeQT4+jDzyU5ULZ1zT9V1467j1/W/0r9Bf3648Ycs+wrD1MhHk4+yOG6x5767hbEL2Z+4P0sbg6FehXqe++7ahLehfoX6WYaxiohI0dOgQQPWJazDVrOYnYZ6wfVYs2bNWY9LSkvKEgBPhEJPQDzl+aGkQ+dcW7B/cPbhpDkMLz0RGEsFlCrSw0yHDRvGSy+9lG37iy++yLBhw/K/IMm1gvz7ogKfFHkPfL+UKSt3c0PzcN7u1yTHNjuO7KD+6PokpiUy7fZpXFHrinyuMvecLidr9q3JMrHKuv3rsGT9+1qhRIUsE6u0rNqS0MBQL1UtIiLe4uvrS3p6uue5w+HA6XTm+XWcLieHkg7lHA4z9x5m2pfmSjuna2QeZpqlx/CU5ycelwsqV+iGmTZo0ID169fjcrnw8fEhMjIyVwFdvGfr1q307t2bDRs2ULduXSZPnkytWrXOfmA+UeCTIm/nwUS6/m8WTpflt4fa06BqzqHnjblvMHT6UOqUq8PK+1cWmFk24+Ljsqx5Fx0XnW2Yjb/DP9vEKjVL1yzSn4KKiMjZFeQeI2stx1KO5Tic9EQPYubnBxIPkJCacE7XODHM9Ezh8NTeRG8PM82vgC55oyD/HTtBgU+KhZcnr+Xzf7fR/pLyfHN3qxyDUGp6Kk0+asL6A+sZ3nk4z3d8Pt/rTEpLYsnuJVnWvIs5FpOtXa0ytbLcd9e0ctMCE1BFRKRgKei9D+ciKS3J00uYm6Gmh5IOZRsBczbB/sHnNFlNXg8zVQ9f4VPQQ7oCnxQLh4+ncvlbMzmW7OTLu1rSqW7FHNvN3DaTLl93IdA3kLVD1lKzTM2LVpO1lk2HNmWZWGXl3pU4XVn/gSgVUIpWYa08Aa9VWCsqlsy5fhERETkp8zDTMw0vzRwgz3WYqZ+PX/Yew6Dsw0tP7CsbVPa0988Xht4iya6gh3QFPik2Ppm9hdd+X0/dSiH8/kgHHD45fxp328+38d2q7+h1aS8m3zw5zz61O5R0yLMkwomJVQ4nH87Sxsf40LBiwywTq0SWj8TH+JzmrCIiIpJXMg8zPXU46emGmp7PMNMyQWXOOFnN/uP72Xxos+eDXn+HPwG+AQQ4AjyP/Xz8dOtGAVAYQroCnxQbyWnpdH37H3YdSeK/NzSif8tqObbbk7CHuh/U5VjKMX7t/yt9Ivuc87XS0tNYuXel5767BbEL2HRoU7Z2VYKrZJlYJapqFMH+wed8PREREfGOZGfy6YeX5tCbeD7DTE/H3+GfJQTm5vGJY86pbS4eZz6+sE2UU9Qp8EmxMnH5Lh75YTkVQwKY9VQnSvjnPKTi/YXv8/DUh6kWWo21Q9ZS0r/kac9prSXmWEyWiVWW7F5CsjM5S7tA30BaVGnhue+uTXgbwkuF69M5ESl0Fm07yOLth2lTqxwtqpfxdjkihUq6K909zPQ04fCfHf+wcu9KT/vyJcpT0q8kqemppKSnkOJMITU99ZyHnuYnH+OT63CY7fH5HpeLsOrv8C+Wv3cp8Emx4nJZrh39Lytjj/J4tzo83PXSHNs5XU5afdqKZXuWMbT9UF7r+ppnX0JqAtFx0VkmVtmdsDvbOeqUq5NlYpXGlRrj5/C7aK9NRCQ/LNx6kJs+WQBAgK8P393bRqFPJA/ldhFvl3WRlp6WJQSe6XFqeiopzpRcPfYcf7b9p3nssi4vfOdyx8/H7/x6Mn3O3Db2WCxbD2/libZPaB2+/KTAJzlZkPHLSgl/B7Oe6kTFkJynX14Yu5C2Y9riY3y48pIrcRgH249uZ/W+1dn+ISsTWIbW4a2zTKxSNqhsfrwcEZF89dSEFUxYEut53rtJFd67qVmx/NRc5GIpyIt454bT5cx1ODyvUHqeATY1PfWiv/Yg36DThnRvOVPgy3msm0gh16ZWOa6oV4m/1+3lnb838dp1jXJs1zq8NdfUuYaJGycyZdMUz3ZfH1/PmncnJla5tOyl+mVHRIqFm1pVY+KKOFKd7g++Jq/YzcGEVF7u04BLKoZ4uTqRoqFtRNsCFRjOla+PL74+vpTwK+HtUrKw1pLmSjvnHsuzhdJ/Y/5lQewCLJbU9FRmbZ9VaN4/BT4psp7tGcnMDfsYtziGgZfVOO0vKY0rN2bixomAe1atQS0GMbLHSIL8gvKzXBGRAqNF9TKMvbcN87ccICHFyQ+LY5i35SBXvjOHge1r8nDXSwkO0K8QIlLwGGPwd/jj7/AnhLz7gOrUYbidanTKs3NfbBrSKUXa87+s4ruFO7miXkU+u7Nljm1yO45eRKS4Onw8lbf+2sDYRTuxFiqVCuD5XvXp3biKRj6ISLFRkIfh6h4+Kbb2x6fQ6a2ZHE9NZ+y9bWhbu1yO7QryX2ARkYJiZewRXpi4hhUxRwBoW6scL/VpQJ1KGuYpIuJNCnxSrL0/fRNvT9tIo7BQJj5wGT6nWYxdRETOzuWyjI+O4b9T13M4MQ1fH8Ndl9XgkSvqaJiniIiXnCnw+eR3MSL57Z4OtahUKoBVu44yeWWct8sRESnUfHwMN7WqxswnO3Fr62qkW8unc7bRZcQsJi7fRWH/IFlEpKhR4JMiL8jfwRPd6gLw5tQNJKele7kiEZHCr3QJf169rhGTHmhP04jS7ItP4ZEflnPTJwvYuDfe2+WJiEgGBT4pFm5oEU5k5RB2HUniq3nbvV2OiEiR0Sg8lJ8Ht+O/NzSibEl/Fm47RM935zD8t7XEJ6d5uzwRkWJPgU+KBYePYehV9QD4YOZmDh+/+ItyiogUFz4+hv4tqzHjicu5vU11XNby2dxtdHn7H35dpmGeIiLepMAnxcbldSrQ4dLyxCc7eX/GZm+XIyJS5JQu4c8r1zZk8oPtaVatNPvjU3h03HL6f7KADXs0zFNExBsU+KRYGdqzHsbANwu2s+PgcW+XIyJSJDUMC+Wn+9vx5o2NKVvSn0XbDnHVe3N4efJajmmYp4hIvlLgk2KlftVS3NA8nLR0y5tTN3i7HBGRIsvHx9AvKoKZT3TijrbVsdby+b/b6Pr2P/yyLFbDPEVE8okCnxQ7T3SvQ6CfD1NW7WbJjsPeLkdEpEgLLeHHy30aMunB9jTPGOb52LgV9P94Aet2H/N2eSIiRZ4CnxQ7VUKDuLt9TQBe+32dPmUWEckHDcNC+fH+drx1Y2PKlfRn0fZDXP3+XF6avEbDPEVELiIFPimW7r+8NuVK+rNkx2H+XLPH2+WIiBQLPj6GvlERzHiyEwPa1cBayxf/bqfLiH/4aYmGeYqIXAwKfFIshQT68egVlwLw36kbSEt3ebkiEZHiIzTIj2HXNGDyQ+2Jql6GAwkpPDFhBf0+ns/aOA3zFBHJSwp8Umzd1KoatcqXZNuB43y/cKe3yxERKXYaVA1lwv1tebtvE8oH+7N4+2Gufn8Owyat4WiShnmKiOQFBT4ptvwcPjzTMxKAEX+u53/TNmgSFxGRfGaM4YYW4Ux/wj3ME+DLedvp+vYsflwSi8ulYZ4iIhfCFPbx8lFRUTY6OtrbZUghZa3lqnfnsC5jQWB/hw9j721NixplvVyZiEjxtDbuGC9OWs3i7e4P4KKql+HlPg2pX7WUlysTESm4jDFLrLVROe1TD58Ua8YYojKFu9R0F/d+E83H/2xhf3yKFysTESme6lctxfj72vK/fk0oHxxA9A73MM8XJ67WME8RkfOgHj4p9pbsOMwtny4g1eki898GXx9Dl8iK9G8ZweV1KuDr0OcjIiL56VhyGiOnbeTr+TtId1nKlfTn2Z6R3NA8HB8f4+3yREQKjDP18CnwieAOfQu2HqRljTIcTXIybnEMMzfsIz3j3pGKIQHc2CKcflER1Chf0svViogUL+t2H+PFiWtYtP0QAM2rleblPg1pGBbq5cpERAqGAhP4jDFXAu8CDuAza+0bp+y/FXgm42kCMNhau+JM51Tgk4tl37Fkfl62i/GLY9h64Lhne+uaZekXFcFVjaoQ5O/wYoUiIsWHtZaJy+N49fd17I9PwcfAbW2q80S3uoSW8PN2eSIiXlUgAp8xxgFsBLoBscBi4GZr7dpMbdoB66y1h40xPYFh1trWZzqvAp9cbNZaonccZtziGKas3E1SWjoAIQG+9G5alf5RETQOD8UYDS8SEbnY4pPTeOfvTXw5b7tnmOczPSO5UcM8RaQYKyiBry3uANcj4/lQAGvt66dpXwZYba0NO9N5FfgkP8Unp/Hbyt2MWxzD8pgjnu2RlUPoFxXBdc3CKFPS33sFiogUExv2xPPCxNUs2uYe5tmsWmle0TBPESmmCkrguxG40lp7T8bz24HW1toHT9P+SSDyRPvTUeATb9m4N55xi2P4ZdkuDh1PBdzLOnRrUIn+URFcdkl5HPq0WUTkorHWMmlFHMOnuId5GgO3ta7Ok901zFNEipeCEvj6Aj1OCXytrLUP5dC2MzAaaG+tPZjD/kHAIIBKlSq1+OGHHy5q7SJn4nRZlu1LZ3ask9UH0j0zfZYLNLQP86V9mC8VSmiGTxGRiyXJafl1cyrTdjhxWQjxgxvr+tMhzBcfDbcXkWKgc+fOBSLw5WpIpzGmMfAL0NNau/Fs51UPnxQkcUeS+GlJLOOXxBBzKAkAY+Cy2uXp1zKC7vUrEeiniV5ERC6GDXvi+c/E1SzMGObZNMI9zLNRuIZ5ikjRVlB6+HxxT9rSFdiFe9KWW6y1azK1qQbMAO6w1s7LzXkV+KQgcrksC7YeZFx0DH+s3kOq0wVAaJAf1zULo19UBPWrlvJylSIiRc+JYZ6vTlnHvoxhnre0qsZTPepSuoTusRaRoqlABL6MQq4C3sG9LMPn1tpXjTH3A1hrPzLGfAbcAOzIOMR5usJPUOCTgu5oYhoTV+xi3OIY1sQd82xvFBZKv6hwrmkaRmiQ7jUREclLCSlO3pu+ic/nbsPpspQp4cczV0bSLypCs3mKSJFTYALfxaDAJ4XJ6l1HmRDtnujlWLITgABfH3o2rEy/lhG0qVlOv4iIiOShTXvj+c/ENczf6p4SoElEaV7p04DG4aW9W5iISB5S4BMpYJLT0vlzzR7GR8fw7+aT8xJVK1uCflHh3NgigsqhgV6sUESk6LDW8tvK3Qyfspa9x9zDPG9uVY2nutfVUjoiUiQo8IkUYDGHEpkQHcOEJbHsPpoMgI+By+tUoH/LCLpEVsLfV7N8iohcqIQUJ+9P38SYjGGepTOGefbXME8RKeQU+EQKgXSXZc6m/YyPjmHa2r2kpbv/bpYr6c91zcLo3zKCSyuFeLlKEZHCb9PeeF6ctIZ5WzKGeYaH8nKfhjSJKO3dwkREzpMCn0ghczAhhV+W7WJ8dAwb9yZ4tjerVpr+URFc3aQqwQG+XqxQRKRws9YyZdVuhv+2jj3HkjEGbmoZwVM9IimrYZ4iUsgo8IkUUtZaVsQeZdziGCaviCMhxT3RSwl/B70aVaF/ywhaVC+D0cLCIiLn5XiKk/dmbGLMnJPDPJ/qUZebWlbDoWGeIlJIKPCJFAGJqU5+X7WH8YtjWLT9kGd7rQol6R8VwfXNw6kQEuDFCkVECq/N+xIYNmkNczcfANxL57xybUOaapiniBQCCnwiRczW/QmMj47lp6Wx7I9PAcDXx9AlsiL9oiLoVLcCvg5N9CIici6stfy+ag/Dp6xl91H3MM/+URE8faWGeYpIwabAJ1JEOdNdzNzgnuhlxvp9pLvcf58rhgRwQ4tw+kVFULN8SS9XKSJSuBxPcfLBzM18NmcraemW0CD3MM+bW2mYp4gUTAp8IsXAvvhkfl66i/GLY9h64Lhne6uaZekfFcFVjaoQ5O/wYoUiIoXLlv3uYZ5zNrmHeTYMK8UrfRrSrFoZL1cmIpKVAp9IMWKtJXrHYcYtjmHKyt0kpaUDEBLgS++mVekfFUHj8FBN9CIikgvWWv5YvYfhv60lLmOtVPcwz7qUC9Z90yJSMCjwiRRT8clp/LZyN+MWx7A85ohne2TlEPpGRXBdszDdlyIikguJqU4+mLGZTzOGeZYK9OWpHnW5pXV1DfMUEa9T4BMRNu6NZ9ziGH5ZtotDx1MB8Hf40K1+Jfq1jKD9JeX1S4uIyFnkNMzzpWsa0qK6hnmKiPco8ImIR6rTxfR1exkXHcPsjfvJmOeFqqGB3BgVQd8W4USULeHdIkVECjBrLX+u2cMrv61j15EkAPq2COeZnpGU1zBPEfECBT4RydHuo0n8GB3L+CUxxBxy/9JiDFxWuzx9o8Lp0aAygX6a6EVEJCeJqU5GzdzMp7O3kZruolSgL0/2qMutGuYpIvlMgU9EzsjlsizYepBx0TH8sXoPqU4XAKFBflzbtCr9WkbQoGqol6sUESmYth04zouT1jB7434A6lcpxSvXNqBF9bJerkxEigsFPhHJtaOJaUxasYtx0TGs3nXMs71hWCn6R0VwTdMwQoP8vFihiEjB4x7muZdXflvrGeZ5Y4twntUwTxHJBwp8InJe1sQdZXzGRC/Hkp0ABPj60LNhZfq1jKBNzXL4aNiSiIhHUmo6o2dt5uN/tpKa7iIk0JcnutXhtjbV8XX4eLs8ESmiFPhE5IIkp6Xz55o9jI+O4d/NBz3bq5UtQd8W4dwYFU6V0CAvVigiUrBsO3CclyavYdYG9zDPelVK8UqfBkTV0DBPEcl7CnwikmdiDiUyITqGCUti2Z2xCLGPgY51KtA/KoKu9Srh76tPsUVErLVMW7uXlyafHOZ5ffMwhvasR4UQDfMUkbyjwCcieS7dZZmzaT/jo2OYtnYvaenuf0vKlfTnumZh9G8ZwaWVQrxcpYiI9yWlpvPhrM18NHsrqU4XIQG+PN69DrdrmKeI5BEFPhG5qA4dT+WXZbsYvziGDXvjPdubVStNv6gIejepSnCArxcrFBHxvu0ZwzxnZgzzjKwcwivXNqSlhnmKyAVS4BORfGGtZUXsUcYtjmHyijgSUtwTvQT5OejVuAr9W0YQVb0MxmiiFxEpnqy1/L1uHy9NXkPs4Yxhns3CePaqSCqGBHq5OhEprBT4RCTfJaY6+X3VHsYvjmHR9kOe7bUqlKRfVATXNw/TLzciUmwlp6UzetYWPvpni2eY52Pd6nBHWw3zFJFzp8AnIl61dX8CE5bE8uOSWPbHpwDg8DF0iaxI/6gIOtWtoF9wRKRY2nHwOC9PXsv09fsA9zDPl65pQOta5bxcmYgUJgp8IlIgONNdzNqwn3HRMcxYv490l/vfnwohAdzQPJz+LSOoWb6kl6sUEcl/f6/dy0u/rSHmkHuY53XNwhjaM5KKpTQSQkTOToFPRAqcffHJ/LzUPdHL1gPHPdtb1ShLv5YRXNWoMiX8NdGLiBQfyWnpfPTPFj6ctYUUp4vgAF8eveJS7mxXAz+NghCRM1DgE5ECy1pL9I7DjFscw5SVu0lKSwcgOMCX3k2q0r9lBE3CQzXRi4gUGzsPJvLyb2v4e517mGfdSiG83EfDPEXk9BT4RKRQiE9O47eVuxm3OIblMUc82+tWCqFfywiuaxZG2ZL+3itQRCQfzVi/l2GT1rLzUCIAfZpW5bmr6lFJwzxF5BQKfCJS6GzcG8/4xTH8vGwXh46nAuDnMHSvX5lm1UqTnJZO29rlaVG9jJcrFRG5eJLT0vn4n62MnrWZFKeLkv4OHutWR8M8RSQLBT4RKbRSnS6mr9vLuOgYZm/cjyvTP1l+DsMPg9oq9IlIkRdzKJGXf1vLtLV7AahTKZiXrmlI29oa5ikiZw58+mhIRAo0f18fejaqwpd3teLfZ7vQ/pLynn3OdMuCrQe9WJ2ISP6IKFuCT++I4osBLalergQb9yZw86cLeHjsMvYeS/Z2eSJSgGkKPBEpNKqEBvFYtzpE7zhEqtOFv8OHNprEQESKkc6RFWlbuxyfzt7KBzM3M2lFHNPX7eXRK+rQJCKUxdsP06ZWOY18EDkHaekuktPSSU5z/z/FefKx5//OdNbviWfzvgTu7VCrUP0d05BOESl0luw4zIKtB/VLjYgUazGHEnnlt7X8lTHM0wAWcPgYejSoRETZEgQ4fPD39SHA14G/r/uxv8OHAD/3/09sC/B1EOB5fLLdiX1+DqPZkiVfWGtJcbpISXOR7Ez3hK6ktBOP3c9TMu3z/D/TtpSMkHZy/8k2KZm3OV2edYFzK9DPh+/uaVOgfgfRPXwiIiIiRdTMDft4bNxyjiSmXdTrnAiDAaeEwdMFyRP7sgRJR+ZQ6cgUODP+n8N5PQH0xDV8fRQ+81G6y2YJR1lCV7ZQdbI3zLM/hzB24lw57U9xusjveOJjINDP4f7y9SHQz0GAn4NAPx8Cfd3/33UkiY17EwBwGHi8e10e6HxJ/hZ6BmcKfBrSKSIiIlKIda5bkQ9vbc4dny/CmW5x+Bhub1udCiEBpDpdpDpdpGT8P9XpIjXd3TuSeXtKDvsyH+t0Wc/zeG+/YDglOJ6u59KRJUjm1KuZc1A9hyDr8MHH5/zC5/mMVrHWkpZuT4ajU3q3klKzBrOUHEJY1p6u0+8/EebS0vO/c+jE9zwwS+jKeOznIMD35OMc92cKbpm3B/pmbnNyW256sJfsOMytny0gzenCz7dw3VKiHj4RERGRIuBiDnd3uWxGGMwaCDMHxVRn1iCZLWSmuUhNz35simefi9RTgujJ82Y9V0Hi5zC57PE8uf9YUhqzNu4n3eUO6JddUo6S/r6n9HZl6gHL1LN2jqMPL5gxZAlK7sDlc9og5QlTp4SwzMEs4DTHBfq5v0eO8wzRF1tBvqVEQzpFREREpEg4ET5zDIOZQ2eWIJl138neTFemgJqeQ0A9zXFp7vOnOvM/fPr6mCzh6NTAdOZQlWmb/5l7wU4MafR3aAhtYaAhnSIiIiJSJPj4GAJ93CHF204MsfQEwmxBMeewuGlfPJ/N2Ua6y+LrMNx/eW0iK5fKEswCsvWQuQOar0Orqsm5UeATERERETkPxhj8fQ3+vucewrrVr1xghwdK0aLAJyIiIiKSz1pUL6OgJ/lCfcIiIiIiIiJFlAKfiIiIiIhIEZWvgc8Yc6UxZoMxZrMx5tkc9htjzHsZ+1caY5rnZ30iIiIiIiJFSb4FPmOMAxgF9ATqAzcbY+qf0qwncGnG1yDgw/yqT0REREREpKjJzx6+VsBma+1Wa20q8APQ55Q2fYCvrdsCoLQxpko+1igiIiIiIlJk5GfgCwNiMj2Pzdh2rm1EREREREQkF/JzWQaTwzZ7Hm0wxgzCPeSTSpUqMWvWrAsuTkREREREpKjJz8AXC0Rkeh4OxJ1HG6y1nwCfAERFRdlOnTrlaaEiIiIiIiJFQX4O6VwMXGqMqWmM8QduAiad0mYScEfGbJ1tgKPW2t35WKOIiIiIiEiRkW89fNZapzHmQeBPwAF8bq1dY4y5P2P/R8DvwFXAZiARuOts512yZMkBY8yOi1f5eSsPHPB2EXJO9J4VLnq/Ch+9Z4WP3rPCR+9Z4aL3q/ApqO9Z9dPtMNZmu0VO8oAxJtpaG+XtOiT39J4VLnq/Ch+9Z4WP3rPCR+9Z4aL3q/ApjO9Zvi68LiIiIiIiIvlHgU9ERERERKSIUuC7eD7xdgFyzvSeFS56vwofvWeFj96zwkfvWeGi96vwKXTvme7hExERERERKaLUwyciIiIiIlJEKfDlMWPM58aYfcaY1d6uRc7OGBNhjJlpjFlnjFljjHnE2zXJmRljAo0xi4wxKzLes5e8XZOcnTHGYYxZZoz5zdu1yNkZY7YbY1YZY5YbY6K9XY+cnTGmtDHmR2PM+oyfaW29XZOcnjGmbsbfrxNfx4wxj3q7Ljk9Y8xjGb93rDbGjDXGBHq7ptzSkM48ZozpCCQAX1trG3q7HjkzY0wVoIq1dqkxJgRYAlxrrV3r5dLkNIwxBihprU0wxvgBc4FHrLULvFyanIEx5nEgCihlrb3a2/XImRljtgNR1tqCuNaU5MAY8xUwx1r7mTHGHyhhrT3i5bIkF4wxDmAX0NpaWxDXli72jDFhuH/fqG+tTTLGjAd+t9Z+6d3Kckc9fHnMWjsbOOTtOiR3rLW7rbVLMx7HA+uAMO9WJWdi3RIynvplfOmTqwLMGBMO9AI+83YtIkWRMaYU0BEYA2CtTVXYK1S6AlsU9go8XyDIGOMLlADivFxPrinwiWQwxtQAmgELvVyKnEXG8MDlwD5gmrVW71nB9g7wNODych2Sexb4yxizxBgzyNvFyFnVAvYDX2QMnf7MGFPS20VJrt0EjPV2EXJ61tpdwAhgJ7AbOGqt/cu7VeWeAp8IYIwJBn4CHrXWHvN2PXJm1tp0a21TIBxoZYzR8OkCyhhzNbDPWrvE27XIObnMWtsc6Ak8kHG7ghRcvkBz4ENrbTPgOPCsd0uS3MgYfnsNMMHbtcjpGWPKAH2AmkBVoKQx5jbvVpV7CnxS7GXcB/YT8J219mdv1yO5lzFkaRZwpXcrkTO4DLgm456wH4AuxphvvVuSnI21Ni7j//uAX4BW3q1IziIWiM002uFH3AFQCr6ewFJr7V5vFyJndAWwzVq731qbBvwMtPNyTbmmwCfFWsYEIGOAddba/3m7Hjk7Y0wFY0zpjMdBuP8RXu/VouS0rLVDrbXh1toauIctzbDWFppPRYsjY0zJjEmsyBgW2B3QzNMFmLV2DxBjjKmbsakroMnHCoeb0XDOwmAn0MYYUyLjd8euuOd9KBQU+PKYMWYsMB+oa4yJNcbc7e2a5IwuA27H3etwYmrkq7xdlJxRFWCmMWYlsBj3PXya6l8k71QC5hpjVgCLgCnW2qlerknO7iHgu4x/G5sCr3m3HDkbY0wJoBvu3iIpwDJ6z38ElgKrcGeoT7xa1DnQsgwiIiIiIiJFlHr4REREREREiigFPhERERERkSJKgU9ERERERKSIUuATEREREREpohT4REREREREiigFPhERERERkSJKgU9ERIo8Y8xIY8yjmZ7/aYz5LNPzt40xL2Zaj/OQMWZbxuO/87iWGsaYJGPM8tPs72+M2WyM0fqSIiJywRT4RESkOJgHtAMwxvgA5YEGmfa3A6Zaa5taa5sCk4CnMp5fcT4XNMb4nmH3lozrZGOtHQfccz7XFBEROZUCn4iIFAf/khH4cAe91UC8MaaMMSYAqAcsy82JMnro1hljPjXGrDHG/GWMCcrYN8sY85ox5h/gkYvwOkRERM6JAp+IiBR51to4wGmMqYY7+M0HFgJtgShgpbU29RxOeSkwylrbADgC3JBpX2lr7eXW2rfzpHgREZELcKbhJiIiIkXJiV6+dsD/gLCMx0dxD/k8F9ustcszHi8BamTaN+6CqhQREclD6uETEZHi4sR9fI1wD+lcgLuHrx3uMHguUjI9TifrB6jHz+VExpgHMk0WU/Uc6xARETkjBT4RESku/gWuBg5Za9OttYeA0rhD33xvFWWtHXVispiMoaciIiJ5RoFPRESKi1W4Z+dccMq2o9baA3l9MWNMVOalH0RERLzBWGu9XYOIiEixYYypAfxmrW14hjadgCettVfnU1kiIlJEqYdPREQkf6UDoWdaeB0YDRzOz6JERKRoUg+fiIiIiIhIEaUePhERERERkSJKgU9ERERERKSIUuATEREREREpohT4REREREREiigFPhERERERkSLq/wGorklpHvieZgAAAABJRU5ErkJggg==\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -467,7 +467,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -479,7 +479,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -491,7 +491,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -503,7 +503,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -515,7 +515,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -527,7 +527,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -539,7 +539,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -551,7 +551,7 @@
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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qSEDuHx8fz7PPPsuYMWO47rrr+Oijj1i6dClJSUkA/PDDDzzyyCNcffXVfuf97W9/8+vhW7RoEc2aNaNFixa43W6WLl1Kr169AlLH+k6BT0RERETkGDak1RBmXDqDWZtnMaztsICFvWJ9+vShd+/eTJkyhaSkJF/YAxg6dCgrV65k586dfud0796dvn37smjRIgB2797NNddc43tkw8CBA7n55psDWs/6ytT1eWb9+/e3CxYsCHY1ytAcPhEREREJhlWrVtG1a9dgV0OqSXnfX2PMQmtt//LKaw6fiIiIiIhIPaXAJyIiIiIiUk8p8ImIiIiIiNRTCnwiIiIiIiL1lAKfiIiIiIhIPVVjgc8Y84YxZrcxZnkFx40x5lljzHpjzFJjTN+aqpuIiIiIiEh9VJM9fG8BZxzi+JlAR+/XtcBLNVAnEREREREJMKfTSXJyMj169GD06NEcOHDA73jv3r0ZN26c377LL7+cpKQk37P29u7dS9u2bQFwu93ceuut9OjRg549ezJgwAA2bdpU7r3PP/98Nm7cGPDPVFOWLVvG5ZdfHrDr1Vjgs9b+BOw/RJExwDvWYx7QwBjTvGZqFzgbN26kxdgTiL9hHC3GnlCn/7CJiIiIiByJyMhIFi9ezPLly2nYsCEvvPCC79iqVatwu9389NNPZGdn+53ndDp54403ylzvww8/ZMeOHSxdupRly5bxySef0KBBgzLlVqxYQVFREe3btw/4Z6opPXv2JDU1la1btwbkerVpDl8SsK3Edqp3X51ywt8uJ7TDPcTHXUxIhzs58Z7xwa6SiIiIiEjQDBkyhO3bt/u233//fcaPH89pp53G559/7lf29ttvZ9KkSRQWFvrt37lzJ82bN8fh8MSXli1bkpCQUOZe7733HmPGjPFtv/7663Tq1Ilhw4ZxzTXXcPPNNwMwbdo0Bg0aRJ8+fTjllFP4448/AEhJSeGJJ57wnd+jRw82b95MdnY2Z599Nr1796ZHjx58+OGHZe796quvMmDAAHr37s15551HTk4O6enptG3bFrfbDUBOTg6tWrXC5XIxf/58evXqxZAhQ7j77rvp0aOH71qjR4/mgw8+qFoDVyIkIFcJDFPOPltuQWOuxTPsk6ZNmzJr1qxqrNbhiTyuL0UuBwYDhBLZtXetqp+IiIiI1G/x8fFkZmYe1jm/7viVX1J/4cSWJzKoxaCA1CMzM5OioiK+/fZbxo8f76vT5MmT+eyzz+jUqROvvPIKo0aNAsDlcpGYmMigQYN49dVXOfPMM7HWkpmZyVlnncXpp5/Ojz/+yMknn8yFF15I7969y9zzp59+4pxzziEzM5OdO3fy8MMP89NPPxEbG8uoUaPo0aMHmZmZ9O7dm++//x5jDG+//TaPPPII//73v8nPzyc0NNRXV7fbTVZWFr/88guJiYm+EJaenl6mjU899VQuuugiAB5++GFeeOEFrr/+erp3787XX3/N0KFDmTp1KiNGjCAvL4/LLruMZ599lkGDBvHggw/idrt91+zWrRtPPfUUN9xwQ5nPmJeXd1j5ojYFvlSgVYntlsCO8gpaa18BXgHo37+/HTZsWLVXrqryXvgbIR1OBkIxOMjfYahN9RMRERGR+m3VqlXExsb6ts1D5fWrlOU0TsKcYcy4dAZDWg2p8Dz7YLl9Mn5yc3M56aST2Lx5M/369WPMmDE4nU7mz59P06ZN6d69O126dOHmm2+msLCQhIQEQkNDiYyM5MEHH+Scc87hvPPOwxhDbGwsXbp0Ye3atcycOZOZM2dyzjnn8NFHHzFy5Ei/++7evZu2bdsSGxvLjBkzGDZsGG3atAHgoosuYu3atcTGxrJ582auvvpqdu7cSUFBAe3atSM2Npbw8HDCw8N97edwOIiJiWHgwIE88MADPPLII4waNYqTTjqpzGdetGgR48eP58CBA2RlZXH66acTGxvLX/7yF6ZNm8bZZ5/NZ599xo033khRURHZ2dmccsopgGf+4nfffee7b9u2bdm9e7ff97FYREQEffr0qfR7UKw2Den8HLjUu1rnYCDdWrsz2JU6XL/8511cmx8nxzEbgNDE01m45VBTF0VEREREgq/IFlFQVMCszbOO+lrFc/i2bNlCQUGBbw7f5MmTWb16NW3btqVDhw5kZGQwdepUv3OPO+44kpOTmTJlit/+8PBwzjzzTB5//HHuv/9+Pv3003Lvm5eXB4C1FQfTW265hZtvvplly5bx3//+13dOSEiIb/gl4NvfqVMnFi5cSM+ePbnvvvt4+OGHy1zz8ssv5/nnn2fZsmU8+OCDvnPPOeccvv76a/bv38/ChQsZMWLEIetWfN/IyMhDlqmqGuvhM8ZMBoYBjY0xqcCDQCiAtfZl4CvgLGA9kANcUVN1C6T27duz84M5mD8birpeS1zROVzzzny+vu1kmsZFBLt6IiIiInKMqaxHbu62uYx8ZyQFRQWEOcMY1nZYlc6rivj4eJ599lnGjBnDddddx0cffcTSpUtJSvIs1fHDDz/wyCOPcPXVV/ud97e//Y2zzz7bt71o0SKaNWtGixYtcLvdLF26lF69epW5X9euXVm/fj1t27Zl4MCBTJgwgbS0NGJjY5k6dSo9e/YEPEMyi+vw9ttv+85v27YtX3zxhe+exSuB7tixg4YNG3LJJZcQExPDW2+9VebemZmZNG/eHJfLxXvvvee7fnEP4W233caoUaNwOp0kJCQQGxvLvHnzGDx4cJn5emvXrvWb03c0aizwWWvHVXLcAjfVUHWq33RI7/0mYflt2Z/di+veXciH1w0mPMQZ7JqJiIiIiPgMaTWEGZfOYNbmWQxrO4whrYYE9Pp9+vShd+/eTJkyhaSkJF8QAhg6dCgrV65k507/gX3du3enb9++LFq0CPAM1bzmmmt8j2wYOHCgbwGWks4++2xmzZrFKaecQlJSEvfffz+DBg2iRYsWdOvWjfj4eMCzOMvYsWNJSkpi8ODBvmB33nnn8c4775CcnMyAAQPo1KkT4HlUwt13343D4SA0NJSXXir7BLl//vOfDBo0iDZt2tCzZ0+/OX4XXnghY8eO9Zt79/rrr3PNNdcQHR3NsGHDfHUDTxAuGXiPhqmsO7G269+/v12wYEGwq1GGMYaxH45l6spvaZ7/NCG2CRf2b8XE83piTNXGUYuIiIiIHK5Vq1bRtWvXYFcjKHJzcxk+fDizZ8/G6XSSlZVFTEwMhYWF/OlPf+LKK6/kT3/6U7CrCeCrG8DEiRPZuXMnzzzzDPn5+Zx88sn88ssvhISU7Z8r7/trjFlore1f3n1q0xy+eueh4Q/hNhnsCfsXGBcfLtjG/34NzPM0RERERETEX2RkJA899JDvMRApKSm+B8C3a9eOc889N7gVLOHLL7/01e3nn3/m73//OwBbt25l4sSJ5Ya9I6EevmpijMFay5n/O5NvNnxDdOEwGrvuIsRheP+awQxs1zDYVRQRERGReuhY7uE7FqiHr5a5/6T7AcgOmUWX1qkUui03vreQHQdyg1wzERERERGp7xT4qtmJrU9kUJLn4ZVn9ingxOMaszergOveXUieqyjItRMRERERkfpMga+aGWP46wl/BeDp355i0kU9adUwkmXb07n/k2WVPoNDRERERETkSCnw1YAxncdwXMPj2HxgMzM2f86Lf0kmMtTJ/y3azltzNge7eiIiIiIiUk8p8NUAp8PJXUPuAuDe6fdy9pRkbjm1AQCPfLmKORv2BrF2IiIiIiKBZYxh/Pjxvu3CwkISExMZNWrUIc9LSUnBGMP69et9+yZNmoQxhsNZqPGtt94q9zl9FZVJSUkhKiqK3bt3+44XPzKhrlPgqyGX9r6UxKhEtqRvYVvGNj7Z8gA3nNyeIrflpvcWsW1/TrCrKCIiIiISENHR0SxfvpzcXM9Chd9//73fA9cPpWfPnnzwwQe+7Y8//phu3bpVSz1Laty4MU8++WS136emKfDVkMjQSG4ZeAsAIY4Qpm+cTtd2Gzi5UyJpOS6ue3chuQVaxEVERERE6oczzzyTL7/8EoDJkyczbtw4ANxuNx07dmTPnj2+7eOOO469ez2j3s4991w+++wzADZu3Eh8fDyJiYm+606ePJmePXvSo0cP7rnnHt/+N998k06dOnHyyScze/Zs3/49e/Zw3nnnMWDAAAYMGOB3rKQrr7ySDz/8kP3795c5du6559KvXz+6d+/OK6+84tsfExPDPffcQ79+/TjllFP47bffGDZsGO3bt+fzzz8HoKioiLvvvpsBAwbQq1cv/vvf/x5+Yx4FBb4AKu6CNsYA+N6npKQAcOOAG4kKjaLQXQjAX6ffxZMX9KBNoyhW7szgnqlLtYiLiIiIiNS4hVvSeOGH9Szckhawa1500UV88MEH5OXlsXTpUgYN8qxc73A4uOSSS3jvvfcAmD59Or1796Zx48YAxMXF0apVK5YvX87kyZO58MILfdfcsWMH99xzDzNnzmTx4sXMnz+fTz/9lJ07d/Lggw8ye/Zsvv/+e1auXOk757bbbmPChAnMnz+fqVOncvXVV5db35iYGK688kqeeeaZMsfeeOMNFi5cyIIFC3j22WfZt28fANnZ2QwbNoyFCxcSGxvL3//+d77//ns++eQT/vGPfwDw+uuvEx8fz/z585k/fz6vvvoqmzZtCkALV01gHt8ugCfwFYe78jSKasRVfa7iud+eIzYsljX71jB5xeu8eunlnPvCbD5fsoOeSfFcM7R9zVVaREREROqttvd+WS3X3Tzx7ErL9OrVi82bNzN58mTOOussv2NXXnklY8aM4fbbb+eNN97giiuu8DteHBa//fZbZsyYwZtvvgnA/PnzGTZsmK/H7y9/+Qs//fQTgN/+Cy+8kLVr1wKeQFkyAGZkZJCZmVlunW+99VaSk5O58847/fY/++yzfPLJJwBs27aNdevW0ahRI8LCwjjjjDMAz1DU8PBwQkND6dmzJ5s3bwbgu+++Y+nSpXz88ccApKens27dOtq1a1dpGwaCevhq2B1D7sBpnGS7sgFI+TGFxLhCnrqgNwCPfr2Kn9ftCWYVRUREREQC4pxzzuGuu+7yDecs1qpVK5o2bcrMmTP59ddfOfPMM/2Ojx49mnfffZfWrVsTFxfn23+o0XDFo+xKc7vdzJ07l8WLF7N48WK2b99ObGxsuWUbNGjAxRdfzIsvvujbN2vWLKZPn87cuXNZsmQJffr0IS8vD4DQ0FDffR0OB+Hh4b73hYWFvjo/99xzvvtv2rSJ0047rcLPEWjq4athbRu0ZWz3sXyw/ANaxbViW8Y2/vnTP3nq9Ke4dcRxPDtzPTe//zvTbj6R1o2igl1dEREREanDqtITt3BLGn95bR6uQjehIQ7eu3ow/dokBOT+V155JfHx8fTs2ZNZs2b5Hbv66qu55JJLGD9+PE6n0+9YZGQk//nPf+jUqZPf/kGDBnHbbbexd+9eEhISmDx5MrfccgsDBw7ktttuY9++fcTFxfHRRx/Ru7enQ+W0007j+eef5+677wZg8eLFJCcnV1jnO+64gwEDBvgCW3p6OgkJCURFRbF69WrmzZt3WG1w+umn89JLLzFixAhCQ0NZu3YtSUlJREdHH9Z1jpR6+ILg7uM9f9j25uzFYHj+t+dZt28dt5/SiZFdmpCe6+LadxeQnV8Y5JqKiIiISH3Xr00C7109mDtO6xzQsAfQsmVLbrvttnKPnXPOOWRlZZUZzlnsoosuom/fvn77mjdvzqOPPsrw4cPp3bs3ffv2ZcyYMTRv3pyUlBSGDBnCKaec4nfes88+y4IFC+jVqxfdunXj5ZdfPmSdGzduzJ/+9Cfy8/MBOOOMMygsLKRXr1488MADDB48+HCagKuvvppu3brRt29fevTowXXXXecLkzXB1PVFQvr3728P55kctcUp75zCjE0z6N+8Pwt2LiDl5BQeHPYgGXkuzn1hNhv3ZHNWz2a8cHHfCrunRURERERKW7VqFV27dg12NSq1YMECJkyYwM8//xzsqtQp5X1/jTELrbX9yyuvHr4gKe7l25K+hU8u+IR/nOxZxScuIpRXxvcnJjyEr5bt4sVZG4JZTRERERGRgJs4cSLnnXcejz76aLCrUu8p8AXJaR1Oo1fTXuzJ2cO+3H1+vXjHNYnh6QuTAXjiuzX8sGZ3kGopIiIiIhJ49957L1u2bOHEE08MdlXqPQW+IDHG+Hr5npj7BG7r9jt+Srem3HFqJ6yFWyf/zqa92cGopoiIiIiI1GEKfEF0YfcLaRXXitV7V/Pl2i/5cfOPnPXeWWTme54LcvPw4zi9e1My8wq55p0FZGkRFxEREREROQwKfEEU6gxlwuAJAPxn9n+4d8a9fL3+ax6b/RgADofhyQuS6dgkhvW7s7jjw8W43XV7kR0REREREak5CnxBdnXfq4kPj2f2ttlckexZkvaJuU+wNX0rADHhIbxyaX9iI0L4buUfPDdzfTCrKyIiIiIidYgCX5DFhsdyQ/8bAPhm/Tdc1OMi8grzuG/Gfb4y7RpH8+y4PhgDk6av5fuVfwSruiIiIiJSj6SkpGCMKfOVkpJyVNc1xjB+/HjfdmFhIYmJiYwaNeooa1w3zJo1izlz5gS7GoACX61w66BbCXOG8enqT7m277WEO8N5f9n7/Jr6q6/M8M5NuPv0zgBM+HAx63dnBau6IiIiIlJPpKSkYK2l+Nncxe+PNvBFR0ezfPlycnNzAfj+++9JSko62uoekZp8yHkxBT7x0zy2OeN7jcdi+XDFh9wx5A4AJnw7wfeXD+CGkztwds/mZOUXcu07C8jIcwWryiIiIiIih3TmmWfy5ZdfAjB58mTGjRvnO5adnc2VV17JgAED6NOnD5999hkAmzdv5qSTTqJv37707dvXF5p27tzJ0KFDSU5OpkePHr6HtcfExPiu+fHHH3P55ZcDcPnll3PHHXcwfPhw7rnnHjZs2MAZZ5xBv379OOmkk1i9erWv3A033MDw4cNp3749P/74I1deeSVdu3b1XQvgu+++Y8iQIfTt25exY8eSleXpfGnbti0PPvggffv2pWfPnqxevZrNmzfz8ssvM2nSJJKTk/n555/56KOP6NGjB71792bo0KHV0+AVUOCrJe4ccicAby1+i6v6XEXT6KbMTZ3LlBVTfGWMMTw+thddmsWycW82t3+gRVxERERE5Ohs3LiR7t27A9C9e3c2btwYkOtedNFFfPDBB+Tl5bF06VIGDRrkO/avf/2LESNGMH/+fH744QfuvvtusrOzadKkCd9//z2LFi3iww8/5NZbbwXg/fff5/TTT2fx4sUsWbKE5OTkSu+/du1apk+fzpNPPsm1117Lc889x8KFC3niiSe48cYbfeXS0tKYOXMmkyZNYvTo0UyYMIEVK1awbNkyFi9ezN69e3nkkUeYPn06ixYton///jz11FO+8xs3bsyiRYu44YYbeOKJJ2jbti3XX389EyZMYPHixZx00kk8/PDDfPvttyxZsoTPP/88IO1bVQp8tUTXxK6c0/kc8ovyeWvxWzwy4hEA7pl+D3mFeb5yUWEhvDK+P/GRocxcvZtJ09cGq8oiIiIiUg+MHj3a1+O1evVqRo8eHZDr9urVi82bNzN58mTOOussv2PfffcdEydOJDk5mWHDhpGXl8fWrVtxuVxcc8019OzZk7Fjx7Jy5UoABgwYwJtvvklKSgrLli0jNja20vuPHTsWp9NJVlYWc+bMYezYsSQnJ3Pdddexc+dOv89vjKFnz540bdqUnj174nA46N69O5s3b2bevHmsXLmSE044geTkZN5++222bNniO//Pf/4zAP369WPz5s3l1uWEE07g8ssv59VXX6WoqOhwm/KoKPDVIsUPYn9h/guM7TaWXk17sSV9C2/8/oZfudaNonj+4j44DDw3cz3fLN9Z3uVERERERCq1Zs0a3G43AG63mzVr1gTs2ueccw533XWX33BO8MwVnDp1KosXL2bx4sVs3bqVrl27MmnSJJo2bcqSJUtYsGABBQUFAAwdOpSffvqJpKQkxo8fzzvvvAN4RsAVy8vL87tHdHS07zM1aNDAd6/FixezatUqX7nw8HAAHA6H733xdmFhIdZaTj31VN+5K1eu5PXXXy9zvtPprHC+4Msvv8wjjzzCtm3bSE5OZt++fYfXkEdBga8WOaHVCQxpOYS0vDTeXvI2z57xLM+f+TzX9ru2TNmTOiZy35ldAbhjyhLW7Mqs6eqKiIiISD3QuXNnHA5PLHA4HHTu3Dlg177yyiv5xz/+Qc+ePf32n3766Tz33HO+9Sp+//13ANLT02nevDkOh4N3333X1xu2ZcsWmjRpwjXXXMNVV13FokWLAGjatCmrVq3C7XbzySeflFuHuLg42rVrx0cffQR4wuaSJUuq/BkGDx7M7NmzWb/e83i0nJwc1q499Ci72NhYMjMP/ny+YcMGBg0axMMPP0zjxo3Ztm1ble9/tBT4ahFjjK+X76m5T3FC6xO4aeBNhDhCyi1/9UntGJPcgpyCIq59dwHpOVrERUREREQOz7Rp0+jSpQsAXbp0Ydq0aQG7dsuWLbntttvK7H/ggQdwuVz06tWLHj168MADDwBw44038vbbbzN48GDWrl3r66WbNWsWycnJ9OnTh6lTp/quOXHiREaNGsWIESNo3rx5hfV47733eP311+nduzfdu3f3LRJTFYmJibz11luMGzeOXr16MXjwYN8Q2IqMHj2aTz75xLdoy913303Pnj3p0aMHQ4cOpXfv3lW+/9EyJVeBrIv69+9vFyxYEOxqBEyRu4iuL3Rl3f51vP/n9xnXc9why+cWFHH+y3NYsSODoZ0SefPyATgd5pDniIiIiEj9tWrVKrp27XrY5xljqOvZ4FhQ3vfXGLPQWtu/vPI12sNnjDnDGLPGGLPeGHNvOccTjDGfGGOWGmN+M8b0qMn61QZOh5O7jr8LgMfnPO77S7du3zoemvVQmb+EkWFO/ju+Hw2jw/hp7R4e/zZwY65FRERERKRuq7HAZ4xxAi8AZwLdgHHGmG6lit0PLLbW9gIuBZ6pqfrVJpf2vpQm0U34fdfvzNw0k4KiAk568yRSfkzhy3VflinfMiGKFy7ui9NhePnHDXyxdEcQai0iIiIidU1KSgrGGN/iJ8Xvj/bB61J71GQP30BgvbV2o7W2APgAGFOqTDdgBoC1djXQ1hjTtAbrWCtEhERw60DPM0cem/MYYc4w7jvxPgDu+u4uXEVl5+oN6dCIv5/t6dq9+6OlrNyRUXMVFhEREZE6KSUlBWttmS8FvvqjJgNfElByOZpU776SlgB/BjDGDATaAC1rpHa1zA0DbiA6NJrvNnzHkl1LuGHADXRs2JE1+9bw0oKXyj3n8uPbcl7fluS6PIu4pGUX1HCtRURERKQ20Fy8+ulIvq/lL/9YPcpbSaR0jScCzxhjFgPLgN+BMg+zMMZcC1wLnqVYZ82aFdCK1hanNzmd/9v+f9z1yV38revfuKz5Zfx9/9/5+/S/0zajLXGhcWXPaWRZFO9gU1ouf3lxBnf2i9AiLiIiIiLHkJiYGFJTU4mPj/d7Tp3UbdZa0tPTyc7OPqz8U2OrdBpjhgAp1trTvdv3AVhrH62gvAE2Ab2stRWOT6xvq3SWtPnAZo579jgANt62kVZxrTjl3VOYuWkmtw+6nUlnTCr3vJ3puYx+7hf2ZhVw9Ynt+Puo0lMlRURERKS+crlcpKamlnkQudR9ERERtGzZktDQUL/9h1qlsyYDXwiwFhgJbAfmAxdba1eUKNMAyLHWFhhjrgFOstZeeqjr1ufAB3Dx1IuZvHwyEwZP4KnTn2LxrsX0/W9fnA4nK25cQadGnco977dN+7n41XkUui2TLuzNn/ockyNjRURERETqvVrxWAZrbSFwM/AtsAqYYq1dYYy53hhzvbdYV2CFMWY1ntU8yz6l8RhT/CD2Vxa+QlpuGsnNkrmyz5UUugu5+/u7KzxvYLuGPHhOdwDunbqM5dvTa6S+IiIiIiJSe9Toc/istV9ZaztZaztYa//l3feytfZl7/u51tqO1tou1to/W2vTarJ+tVGf5n04pf0pZLuyeXnBywA8MuIRokOj+XzN58zcNLPCcy8Z1JqLBrQiv9DNte8sYG9Wfk1VW0REREREaoEaDXxyZIp7+Z797VnyCvNoFtOMlGEp3H383fRt3rfC84wxPDSmO31aN2BHeh43vbcIV5G7pqotIiIiIiJBpsBXB5za/lR6N+3Nrqxd/G/p/wC46/i7eOzUx2gQ0eCQ54aHOHn5kn40iQ3n1037+deXq2qgxiIiIiIiUhso8NUBxhhfL98Tc57AbQ+vl65pXAQvXdKPUKfhrTmb+WjBtspPEhERERGROk+Br464oPsFtIprxZp9a5i2Zprfsf25+/lq3VeHPL9fmwT+OaYHAH/7dDmLtx2orqqKiIiIiEgtocBXR4Q6Q7ljyB0APD7ncd/+vTl76fhcR86bch5b07ce8hoXDWzNJYNbU1Do5vp3F7I7U89mERERERGpzxT46pCr+15Ng4gGzN42mznb5gDQOKoxp3U4jbzCPO6dfm+l1/jHqO4MaJvArow8bvzfIgoKtYiLiIiIiEh9pcBXh8SExXBD/xsA/16+iSMnEu4MZ/LyycxLnXfIa4SFOHjxL/1oFhfBgi1pPDRtxSHLi4iIiIhI3aXAV8fcOuhWwpxhfLb6M9buWwtAmwZtfMM9J3w7AWvtIa+RGBvOf8f3IyzEwXu/bmXyb4ceCioiIiIiInWTAl8d0yymGZf2uhSL5ck5T/r233fifTSNbsq81Hl8uOLDSq/Tu1UD/nWuZxGXf3y2nIVb9ldbnUVEREREJDgU+Oqgu46/C4Ph7SVv80fWHwDEhsfyyIhHALhn+j3kunIrvc7Y/q24/Pi2uIos1/9vEX9kaBEXEREREZH6RIGvDurcuDPndD6H/KJ8nvvtOd/+K5KvoFfTXmxN38qkeZOqdK2/nd2Vwe0bsiczn+veXUh+YVF1VVtERERERGqYAl8dVfwg9hfnv0hWQRYAToeTp057CoBHf3mUXVm7Kr1OqNPBCxf3JalBJIu3HeCBT5dXOgdQRERERETqBgW+OuqE1idwfKvjSctL4/VFr/v2j2w/knM6n8OZx51JkbtqvXWNYjyLuESEOpiyIJX/zdtSXdUWEREREZEapMBXhxX38j017ylcRS7f/o/GfsSUsVNIikuq8rV6JMXzn/N6AfDQtJX8tkmLuIiIiIiI1HUKfHXYOZ3PoVOjTmxN38pHKz/y7Q9zhh3R9cYkJ3HNSe0odFtufG8hOw5UvvCLiIiIiIjUXgp8dZjDOLhryF2A50Hs5c29KygqYMP+DVW+5j1ndOHE4xqzN6uA695dSJ5Li7iIiIiIiNRVCnx13Pje42ka3ZTFuxYzY9MMv2Mb9m+gx4s9OOv9sygoKqjS9UKcDp4b14dWDSNZtj2d+z9ZpkVcRERERETqKAW+Oi4iJIJbB90KwGOzH/M71iq+FQBr963lpfkvVfmaCdFhvDK+P5GhTv5v0XbenL05YPUVEREREZGao8BXD9zQ/waiQ6P5fuP3LN612Lc/zBnGE6c9AcBDPz7E/tyqL8TStXkcj4/1LOLyr69WMWfD3oDWWUREREREqp8CXz2QEJnA1X2vBjxz+Uoa3Wk0I9qNIC0vjYd/fPiwrjuqVwtuGNaBIrflpvcWsW1/TsDqLCIiIiIi1U+Br56YMHgCTuPkw+UfsuXAwefoGWN46rSnMBhemP8Ca/auOazr3nVaZ07ulEhajovr3l1IboEWcRERERERqSsU+OqJNg3acGGPCymyRTw972m/Y72b9ebKPldS6C7k7u/vPqzrOh2GZy/qQ9tGUazcmcE9U5dqERcRERERkTpCga8eKX4Q+6uLXiUtN83v2CMjHiEmLIZpa6cxY+OM8k6vUHxUKK9c2p/oMCefL9nBqz9vDFidRURERESk+ijw1SPJzZI5tf2pZLuyeWmB/6qczWKacd+J9wFwx3d3UOQ+vKGZnZrG8uQFyQBM/Ho1P6/bE5A6i4iIiIhI9VHgq2eKe/me/fVZ8grz/I5NGDyB1vGtCXeGszt792Ff+4wezbh1xHG4Ldz8/u9s3adFXEREREREajMFvnrmlPankNwsmT+y/+DdJe/6HYsMjeTnK35m3tXzaB7b/Iiuf/spnRjZpQnpuS6ufXcB2fmFgai2iIiIiIhUAwW+esYY4+vle2LuE7it2+946/jWOMyRf9sdDsOki5JpnxjN6l2Z3P3xEi3iIiIiIiJSSynw1UNju42ldXxr1u5by+drPq+wnLWWHNfhD8uMiwjl1Uv7ExsewlfLdvHirA1HU10REREREakmCnz1UKgzlDsG3wGUfRB7sXX71jHynZFc9flVR3SPDokxPH1RMsbAE9+t4YfVhz8nUEREREREqpcCXz11Vd+rSIhIYM62OczeOrvM8TBnGHNT5/LB8g+Yu23uEd1jZNemTDilE9bCrR/8zqa92UdbbRERERERCSAFvnoqJiyGG/rfAJTfy9emQRtfL+CEbycc8Ty8m4cfx+ndm5KZV8g17ywgS4u4iIiIiIjUGjUa+IwxZxhj1hhj1htj7i3neLwxZpoxZokxZoUx5oqarF99c8ugWwh3hvP5ms9Zs3dNmeP3nngvzWKa8ev2X/lg+QdHdA+Hw/DkBcl0bBLD+t1Z3PHhYtxuLeIiIiIiIlIb1FjgM8Y4gReAM4FuwDhjTLdSxW4CVlprewPDgCeNMWE1Vcf6pllMMy7tfSkWy5NznyxzPDY8lkeGPwLAPdPvIdeVe0T3iQkP4dVL+xMXEcJ3K//guZnrj6reIiIiIiISGDXZwzcQWG+t3WitLQA+AMaUKmOBWGOMAWKA/YDGCB6FO4fcicHw9pK32ZW1q8zxy5Mvp3fT3mzL2MZTc5864vu0bRzNs+P6YAxMmr6W71f+cTTVFhERERGRAKjJwJcEbCuxnerdV9LzQFdgB7AMuM3aUg+Sk8PSuXFnxnQZQ0FRAc/9+lyZ406Hk6dO9wS9R395tNxQWFXDOjfh7tM7AzDhw8Ws3511xNcSEREREZGjF1KD9zLl7Cs92et0YDEwAugAfG+M+dlam+F3IWOuBa4FaNq0KbNmzQp4ZeuTkREj+ZRPeXbes5xgTyAqJMrvuAMHxzc6njn75nDVe1dxd+e7j/heXa1lQDMn83cVcsnLP/GPIZFEhZb3rRcRERERkepWk4EvFWhVYrslnp68kq4AJlrPkpHrjTGbgC7AbyULWWtfAV4B6N+/vx02bFh11bleGMYwPtj3AbO3zWZtzFpuH3x7mTJv9nyT7i92Z2XeSgYcP4DosOgjvt+gEwr584tzWL0rk4+3x/Dapf1xOBT6RERERERqWk0O6ZwPdDTGtPMuxHIR8HmpMluBkQDGmKZAZ2BjDdax3rr7eE+v3aR5k3AVucoc79SoE19e/CUrb1x5VGEPICoshFfG96dBVCgzV+9m0vS1R3U9ERERERE5MjUW+Ky1hcDNwLfAKmCKtXaFMeZ6Y8z13mL/BI43xiwDZgD3WGv31lQd67PRnUfTuVFntqZvZcqKKeWWOa3DaUSGRgbkfq0bRfH8uL44DDw3cz1fL9sZkOuKiIiIiEjVmSN94HZt0b9/f7tgwYJgV6NOeG3Ra1wz7Rp6N+3N79f9jmcx1Or16k8b+ddXq4gKc/LJjSfQuVlstd9TRERERORYYoxZaK3tX96xGn3wugTXJb0uoWl0U5b8sYTpG6dXWG5H5g6u/OxKnv312aO+59UntWNMcgtyCoq49t0FpOeUHU4qIiIiIiLVQ4HvGBIREsFtg24D4LE5j1VYbuGOhby5+E1SZqWwP3f/Ud3TGMPEP/eie4s4tuzL4ZYPfqfIXbd7lUVERERE6goFvmPM9f2vJzo0mukbp/P7zt/LLTOq0yhGthtJWl4aD8166KjvGRnm5L/j+9EwOoyf1u7h8W/XHPU1RURERESkcgp8x5iEyASu6XsNAI/PebzcMsYYnjr9KQyGFxe8yJq9Rx/QWiZE8cLFfXE6DC//uIFpS0o/kUNERERERAJNge8YNGHIBJzGyZQVU9hyYEu5ZXo17cVVfa6i0F3IXd/fFZD7DunQiAfO7grA3R8vYeWOjIBcV0REREREyqfAdwxqHd+ai3pcRJEtYtK8SRWW++eIfxITFsMXa7845CIvh+Oy49tyXt+W5LncXPvuAtKyCwJyXRERERERKavSwGeMaViFrwY1UFcJoOIHsb+66NUKF2ZpFtOM+0+8H4A7v7uTInfRUd/XGMO//tSD3i3jSU3L5ebJiygsch/1dUVEREREpKyq9PDtABYACw/xtbS6KijVo3ez3pzW4TRyXDm8NP+lCstNGDKBNvFtWPrHUt74/Y2A3Dsi1MnL4/vROCaM2ev3MfHr1QG5roiIiIiI+KtK4FtlrW1vrW1X0Rewr7orKoFX3Mv37G/PkleYV26ZiJAIJp4yEYD/zP4PbhuY3rjm8ZG8dEk/QhyG137ZxCe/pwbkuiIiIiIiclBVAt+QAJWRWmZku5H0adaH3dm7eWfJOxWWu7D7hfxrxL/45cpfcJjATfsc0LYhKed0B+DeqctYvj09YNcWEREREZEqBD5rbZmuH2NMs8rKSO1njPH18j0598kK5+gZY7j/pPtpFtOs3ONH4y+DWnPRgFbkF7q59p0F7M3KD/g9RERERESOVUfaXfNVQGshQTO2+1jaxLdh7b61fL7m8xq/vzGGh8Z0p0/rBuxIz+Om9xbh0iIuIiIiIiIBcaSBzwS0FhI0IY4Q7hhyB1Dxg9hLyi7IJmVWCnO3zQ1YHcJDnLx8ST+axIbz66b9/OvLVQG7toiIiIjIsexIA9+rAa2FBNWVfa4kISKBualzmb119iHLPvPrMzz040NM+HZCwBZwAWgaF8HL4/sR5nTw1pzNTFmwLWDXFhERERE5Vh1R4LPWvhjoikjwxITFcNOAmwB4bM5jhyx766BbaRbTjF+3/8qHyz8MaD36tk7g4TGeRVz+/slyft+aFtDri4iIiIgca6ry4PVFgSgjtdvNA28m3BnO52s+Z/Xeip+LFxMWw79G/AuAe6bfQ64rN6D1uGhgay4Z3JqCIjfX/28huzO1HpCIiIiIyJGqSg9fV2PM0kN8LQMaV3dFpXo1jWnKZb0vA+DJOU8esuxlvS8juVky2zK28dTcpwJel3+M6s6Atgn8kZHPjf9bREGhFnERERERETkSxlp76ALGtKnCdYqstUF5cnb//v3tggULgnHremftvrV0eb4Loc5QNt+2meaxzSss+8OmHxjxzgiiQ6NZd8u6Q5Y9Ensy8xn93C/sysjjL4Na868/9Qzo9UVERERE6gtjzEJrbf/yjlXlOXxbqvAVlLAngdWpUSfO7XIuBUUFPPfbc4csO7zdcMZ0HkO2K5sHfngg4HVJjA3nv+P7ERbi4L1ftzLxq1W88MN6Fm7RvD4RERERkao60lU6pZ4qfhD7i/NfJDM/85BlHz/1cUIcIbzx+xss3rU44HXp3aoBj3p79l7+aSNPfLuGv7w2T6FPRERERKSKFPjEz5BWQzix9Ymk56fz2qLXDlm2Y6OO3DzgZiyWu7+/u1rqc16/lvRr0wAAC+S53Lw0az25BUXVcj8RERERkfpEgU/KKO7lmzRvEq4i1yHL/uPkf3Be1/N48rRDL/RypFJSUvjiX9dgi1wUzzedvmo3yf+YxtPT17I/u6Ba7isiIiIiUh8cdeAzxtwTiIpI7TGq0yi6NO7CtoxtfLji0M/aS4hM4OMLPqZX017VUpeUlBTyU1fyfzefzIGf3uWu0zrRu2U8+YTy9PR1HD9xBg9+tpxt+3Oq5f71TUpKCsaYMl8pKSnBrpqIiIiIVINKV+ksc4IxU0puAsnW2o4BrdVh0Cqd1eP1Ra9z9bSr6dW0F4uvW4wxJthVwhiDtRZrLb9u2s9/f9zAD2v2AOAwcFbP5lw3tAM9W8YHuaZ1Q3F7ytFJSUnhoYceKrP/wQcfVJAWERGRGnFUq3SWI8Nae4H3ayww/eiqJ7XRJb0uoVlMM5b+sZTvN35fpXPc1s07S95hX86+aq2bMYbB7Rvx5hUD+eb2k/hz3yQcxvDF0p2Mfv4X/vLaPH5au0dhRmpESkqK7xcRgO+9wt6RUS+0iIhIYB1JD187a+2mEtsNrbX7A16zKlIPX/WZ+MtE7ptxHyPbjWT6pZXn+lu/vpXnfnuOWwbewrNnPhvw+hyqR2rHgVzenL2J93/dSrZ3QZeuzeO4bmh7zu7VnFCnpquWph6+wFObBpbaU0REpGoO1cNXlQevXwY8iac38AvgJmvtodfrr0EKfNXnQN4BWk1qRVZBFguvXUjf5n0PWX7ZH8tI/m8yBsPyG5fTpXGXgNanKj/8pee6eO/XLbw5ezN7MvMBSGoQyVUntuPCAa2IDg8JaJ3qMv0wHXhq08BSe4qIiFTN0Q7pfAA4FegCbAH+HcC6SS3WIKIB1/S9BoDH5zxeafmeTXtydZ+rKbJF1faYhsrER4Zy47Dj+OWe4fznvJ60T4xm+4FcHv5iJcdPnMmT361hb1Z+UOomIiIiIlLTqhL4Mqy1v1trd1trHwAGVnelpPa4ffDthDhC+GjFR2w+sLnS8g8Pf5jYsFi+WPsF0zcGb3pneIiTCwe0ZvqEk3llfD/6tm5Aeq6L52au5/iJM7n/k2Vs2psdtPqJiNQUzYsUETm2VWVI507gQWAVsBr41lp76LF9NUhDOqvf+E/G87+l/+PWgbfyzJnPVFq+eO5fzyY9+f2633E6nAGpx9EO71qweT8v/7iR6av+8F4PzujejGuHtqdP64SA1LEu0XC5wFObBpbaM/DUpiIi9dPRDul8EOgFPAKsAXoYY74yxjxqjBkXwHpKLVX8IPbXfn+tSitw3j74dto2aMuy3ct44/c3qrt6Vda/bUNeu6w/0+8YyoX9WxHqcPD18l386cU5XPDfucxc/Qdut34QEhGRiqnHVETqmqr08A0B5llvQWNMSzwBsCfQw1o7vso3M+YM4BnACbxmrZ1Y6vjdwF+8myFAVyDxUKuAqoevZpzxvzP4dsO3/HP4P/n70L9XWn7Kiilc+PGFNIluwrpb1hEXHnfUdQj0b6b/yMjjzdmbeW/eFjLzCwHo1DSGa4d24JzeLQgLqd8re+o3/YGnNg0stWfgqU0DS+0pIrXF0a7S+TKeeXtrgW+Ab6y1u46gEk7vNU4FUoH5wDhr7coKyo8GJlhrRxzqugp8NWPGxhmc8u4pNIluwubbNhMZGnnI8tZaTnzzROZsm8N9J97Hv0ce/Vo/1fUfa2aeiw9+28brv2xiV0YeAM3iIrjyxLaMG9ia2IjQgN+zNtAPKoGnNg0stWfgqU0DS+0pIrXFUQ3ptNZe752zlwIkAG8ZY+YaY/5tjBnqDXJVMRBYb63daK0tAD4Axhyi/DhgchWvLdVsRLsR9G3el93Zu3lnyTuVljfGMOn0SXRt3JWTWp9UAzU8crERoVwztD0//XU4T4ztTaemMezKyOPfX63m+EdnMvHr1ez2BkERERERkbqkymPWrLWrrbWTrLVnACOAX4CxwK9VvEQSsK3Edqp3XxnGmCjgDGBqVesn1csY45vL9+TcJylyF1V6zsCkgSy/cTlndjzzqO69ceNGunfvDkD37t3ZuHHjUV2vImEhDs7v15JvbhvKG5f3Z1C7hmTmF/Lyjxs48T8/cM/HS1m/O6ta7i0iIiIiUh0qHdJZ5gRjHsYzB2+x92u9rcJFjDFjgdOttVd7t8cDA621t5RT9kLgEmvt6AqudS1wLUDTpk37ffDBB4f1GeTIFNkiLvntEnbl7eKhbg8xNHFojdx3xYoV5OUd7GGLiIjwBcDqtuFAEV9vcrHwjyKK/5D3aeLkrHahdEwIzOqjNa2goIB169aRl5dHREQEHTt2JCwsLNjVqhcWLlxIv379gl2NekPtGXhq08BSewbGzp072bFjR5n9LVq0oHnz5kGokUjdM3z48COfw1fuScY0BfoAyUAHa+01VThnCJBirT3du30fgLX20XLKfgJ8ZK19v7Lrag5fzXru1+e49ZtbGdxyMHOunIMxpsrn/pr6KwOSBuAwh7cYSkhICEVFB3sUnU4nhYWFh3WNo7Vpbzav/ryRjxemUlDoBqBfmwSuG9qeU7o2xeGoejsEW/fu3Vm9ejVutxuHw0GXLl1YsWJFsKtVL2g+T2CpPQNPbRpYas/AU5uKHJmjXbTlMuBJPMM/vwBustZmHkElQvAs2jIS2I5n0ZaLrbUrSpWLBzYBray1lT4ZW4GvZmUXZNP66dbsz93Pz1f8zImtT6zSeTd8cQMvL3yZ9/78Hhf3vPiw7lmbAsqezHzembuZd+ZuIT3XBUD7xGiuPak95/ZJIiK09vf61YYAXV/pB5XAUnsGnto0sNSegac2FTkyR/scvgfwrKzZBdgCHNFyi9baQuBm4Fs8D3GfYq1dYYy53hhzfYmifwK+q0rYk5oXHRbNTQNuAuCx2Y9V+bwBSQMAuHf6veS4cg7rntOmTaNLly4AdOnShWnTph3W+YGUGBvOnad1Zs69I/jHqG4kNYhk455s7v2/ZZz02A+8OGu9LwjWVp07d8bh8PzVdzgcdO7cOcg1qvtqap7psULtKSIiEjhV6eFb5F2ls3j7V2vtoGqvWRWph6/m7c7eTZun25BXmMfKG1fSNbFrpecUuYvo/2p/Fu9aXOVn+ZVWG3/r5ypy89Wynbz840ZW7cwAIDrMybiBrbnyxHa0aHDox1cEw8aNGxk9ejQrV66kW7duTJs2jfbt2we7WnVabeqFrg/UntWnNv47WpepPQNPbSpyZI52SOdO4EE8vXKrgW9LBsBgU+ALjuu/uJ7/LvwvV/W5itfOea1K5/yw6QdGvDOC6NBo1t6ylhaxLQ7rnrX5PwFrLT+v28t/f9rA7PX7AAhxGM5JbsG1Q9vTpdnRP3g+0Gpze9Y1GiYbWGrP6qO/94Gl9gw8tanIkTnaIZ0PAr2AR4A1QA9jzFfGmEeNMeMCWE+pQ+4ccicGw7tL32Vn5s4qnTO83XDGdB5DtiubB2Y+UM01rFnGGIZ2SuS9qwcz7eYTGdWrOW5r+b9F2znj6Z+5/M3fmLthn/4Tq6c0TDaw1J4iIiKBU5UHr79irb3ZWnuytbYh0B54HjgAnFXN9ZNaqmOjjvyp658oKCrg2V+frfJ5j5/6OCGOEN5c/Ca/7/y9GmsYPD1bxvP8xX2ZdddwLhvShohQB7PW7GHcq/M494XZfLVsJ0VuBb/6pDbNM60P1J6Bp3mRIiLHriN6LENtoiGdwTMvdR5DXh9CfHg82yZsIzY8tkrnTfhmAk//+jTD2g5j5qUzq/xoh7o6zGN/dgHvzN3M23M2k5bjWdClTaMorj6pPWP7tQzayp51tT1rM7VpYKk9A0fzIquH/owGntr06KWkpPDQQw+V2f/ggw+SkpJS8xWSGnFUc/hqOwW+4Br65lB+3vozT572JHcMuaNK56TlpnHcc8exP3c/n174KWO6jKnSeXX9P4HcgiI+XriNV37eyLb9uQA0ig7jsuPbMn5wGxKia/bh53W9PWsjtWlgqT0DR/MiA0uLX1Uf/b0PLLXnseNo5/CJVOju4+8GYNK8SbiKqvY4goTIBFJOTqFRZKPDfkRDXRYZ5mT8kLb8cOcwnr+4Dz2T4tmXXcBT36/l+IkzSfl8Bdv2HzvtISI1R/MiA2v06NGsXr0agNWrVzN69Ogg10hEpGLq4ZOj4rZuerzYg1V7V/HOue8wvvf4Kp3nKnKR7cqmQUSDKt+rvv2WylrL3I37+O+PG/lx7R4AnA7D2T2bc+3Q9vRIiq/W+9e39qwN1KaBpfYMHPVIBZZ6TKuP/t4Hltrz2KEhnVKt3vj9Da76/Cp6NunJkuuXVHlO3uGqz/9ordyRwas/b+TzJTt8C7qc1LEx1w3twAnHNaqWNq3P7RksatPAUnsGnto0MDQnsvroz2hgqT2PHRrSKdXqLz3/QvOY5izbvYzvNnx3RNfYn7s/wLWqW7q1iGPShcn8ePcwrjyhHVFhTn5et5dLXv+VUc/9wmeLt1NY5A52NUVEBK0kWx20kqzUZikpKRhjynzVlUVw1MMnAfGfX/7DvTPuZUS7Ecy4dEaVz7PWcvf3d/Pi/BdZdN0iujTuUmHZY+m3VOk5Lv736xbenL2JvVkFALRMiOTqE9txwYBWRIWFHPU9jqX2rClq08BSewae2jSw1J6Bo17T6qE/o4FXW9tUPXxS7a7rfx0xYTHM3DSThTsWVvk8YwyZ+ZnkFuZy13d3VWMN65b4qFBuGn4cv9wzgn//qSftGkeTmpZLyrSVHD9xJk99v5Z9WfnBrqaIiEhArFmzBrfbM5LF7XazZs2aINdIpP5Q4JOAaBDRgGv7XgvA43MeP6xzHx7+MLFhsXy57ku+3/C937GSXehAnetCP1oRoU4uHtSa6XeczMuX9CO5VQMO5Lh4dsY6jp84k79/uowt+7KDXU0REZGjopVkRaqPhnRKwGxL30b7Z9vjtm7W37KedgntqnzuxF8mct+M++jRpAeLr1uM0xGch5HXdtZa5m9O478/bmDG6t0AOAyc2cOzsmfvVg2qfK3aOiShLlObBpbaM/DUpoGl9gwcrSRbPfRnNPBqa5tqSKfUiFbxrRjXYxxu62bSvEmHde7tg2+nbYO2LN+9nNd/f72aalj3GWMY2K4hr18+gO8nDGVsv5Y4HYYvl+1kzAuzueiVufywZneF/xAd6z2mIiJSO7Vv3943Z2/FihUKeyIBpB4+Cahlfyyj18u9iAqNYuvtW2kU1ajK505ZMYULP76QJtFNWHfLOuLC46qxpvXHrvQ83py9ifd+3UpWvuc5UF2axXLt0PaM7t2CUKd+r1NTautv/eoqtWfgqU0DS+0ZeGrTwFJ7Bl5tbVP18EmN6dm0J2ccdwY5rhxenP/iYZ07tttYjm91PLuzd/Pvn/9dTTWsf5rFR3DfWV2Zc98I7j2zC01iw1m9K5M7pizh5Md+4LWfN/qCYLG52+by6M+PMnfb3CDVWkRERERqggKfBNzdx98NwHO/PUeuK7fK5xljmHS6ZyjopHmT2JS2qVrqV1/FRYRy/ckd+Pme4Tx2fi+OaxLDjvQ8HvlyFYP//T03f/gdr82fwh3f3MHQt4byt5l/4+S3TuZvM/7GtDXTmJc6jz+y/gj2x6hzNEw2sNSeIiJHT881lJI0pFMCzlrLgFcHsHDnQl46+yWu73/9YZ1/yf9dwpQVU3jr3Le4uOfF1VTLuiu7IJvd2bvL/foj+w92Z+/m4p4Xc3nvK5i5ejf//WkD8zenAWBxkeWcQZ5jCSG2GXmOZRQ4V/uu/feT/s4/R/zTt/36otd5b9l7NI5qTGJUouc12vNael+YM6zG20JEDk9tHYpUV6k9A09tGhh6rmH1qa1/Rg81pPPon94sUooxhruPv5uLpl7Ek3Of5Jq+1xzWqpuPnfoYDw17iA4NO1RjLWuPQnche3P2lg1vWX8wuOVgxnQZ4ytb/ID7yvRs0hOHw3BKt6ac0q0p/54xmXfn7iQ3qxOxRWcQU3S6t2QRTZvNo0HCetJdWzmu4XF+11m+ezk/bP6h0vv9a8S/uP+k+33b7y55lxmbZhwyKMZHxOMwGmQgIiISaHquoZSkwCfV4rxu59F2RlvW71/Pp6s/5bxu51X53BaxLaqxZtXPWktGfoZfeGse25zBLQf7ykxZMYWUWSnszt7Nvtx9FV7r+n7X+wW+RlGNCHeG0zSmKU2im/i+mkb7b3ds2NHvOvePHMf9I2HDniwmfLiYpanp3iMh7N51Irt3nUiT2HB+WhzPvj1r6ZkUT8+keG4ddCtndzqbPdl72Juzl705e9mTU/Z9s5hmfvebvW02by95+5Dt5DROnj/reb8e4Kkrp7J412JfOCwOi8WBMSIkorLmFxEROeZ17tzZr4dPzzU8tinwSbUIcYRw55A7ueXrW3h8zuP8ueuffXNyDpe19ojPDZT8wnz25OwBoGVcS9/+udvm8vLCl8v0zhUUFfidf2nvS/0CX0FRAav2rgLAYGgc1fhgeItpSpMoz/uBSQP9rnNF8hVc1eeqI26PDokxPDi6Oxe/Og9XkRtjDJ2bxrB1fy67M/OZsXq37/l+AI1jwumZFEfPpFb0SIrn/C7xNIuLqPT+V/W5ioFJAw8Gxdy9ZUJjRn4GMWExfud9vvZz3lnyToXXjQ6NpnFUY5487Um/XyJ8u/5btqZvLdOLmBCZoF5EOealpKTw0EMP+baL//4++OCDmhspUk9NmzbN91zDLl26MG3atGBXSYJIc/ik2mQXZNP66dbsz93PT5f/xEltTjqs8wvdhbw4/0Xe+P0N5lw1h6jQqGqqKWxK28RX6746GNpyDg6r3J29m/R8T4/YBd0v4MPzP/SdN3XlVM7/6Pwy14sJi/HrcRvRdgS3Db7Nd3x/7n52ZO6gSXQTGkU2qvEHzS/cksa8jfsY3L4R/dok4HZbtuzPYdn2dJZvT2dZajrLd6STmVdY5tzGMWF0b+HpAeyRFE/PlvG0iK88BJZWHIpLzv37Yu0XLNyx0Ndz6Hv1hkWX2wXAx2M/9gt8F3x0AR+t/KjMPRzGQaPIRr4Q+NCwhxjebrjv+Nxtc8nIz/ALitX550xE6pfaOpenLlObBpbaM3A2btzoC9HdunVj2rRptep5kYeaw6fAJ9XqwR8e5OGfHmZUp1FMG3d4v11yWzf9X+nP77t+5+FhD/PAyQ9Uek5WQRar9qzyW8CkvK8hrYYw9YKpvvO+XPsloyaPqvC6TuMkMTqRs447i9fHHHww/Nb0rUzfON0v3DWJblIvQoPbbdlaHAJ3HAyCGeWEwIbRYZ7wlxRHz6R4ureIp2VCZEB7ZouHyu7N2UtidKLfcxpfXfgq81LnlQmKB/IO+F3jy4u/5KyOZ/m2R08ezRdrv/ArExUaVWZRmruOv4vkZsm+Mqv2rMJiSYxKpGFkQ5wOJ3O3zWXW5lkMazuMIa2GBOxzi0jtpR+mA09tGlhqz8Cp7QvhKPBJ0OzJ3kPrp1uTV5jHihtX0C2x22GdP2vzLIa/PZxwZzijO40mKS6J6NBoXy9c2/i2PHPmM77yP2z6gRHvjKj0ugOTBvLr1b/6ttftW8dTc58qE9yKvzQ00MNay7b9uSzbnn6wN3B7Oum5rjJlE6JC6VHcC+j9CnQIrIyryMW+3H2+XsJeTXvRKKqR7/iDPzzInNQ5vuN7cvaUGY4LMPPSmX49g6e8cwozNs0APENyY8NiySzIxGJxGAcntDqBNg3acP+J99M1savvvG/Wf0NGfgaxYbHEhscSExbjex8bFktEyOH3lIpIzSo9RLaYhsgGhgJKYKk9AyckJISioiLfttPppLCw7C/Bg0WBT4Lqhi9u4OWFL3NF8hW8MeaNwz7/5LdO5qctP5V7rHfT3iy+frFve+2+tVw89eIKg1vxV2JUIuEh4Uf6kaQEay2pabm+8FccBNNyyobABlGh9GgR7w2Cnt7A1g2jak3IsdaS7couM9/wjOPOoEl0E1+5yz+9nLmpc9mbs5f9ufsrvN6cK+f49fYNeX0I81LnVVjeaZzEhMXw7SXfMqjlIN/+v834G1sztnrCYQVhMTY8lt5NexMbHnuUrSAiEjwKKIGl9gwc9fAFkQJf7bd+/3o6PdeJEEcIm2/ffNircN7z/T08NucxwNObMrLdSM7vdj5NopvQMq4lA5IGVEe15ShYa9l+4GAIXL49g+Xb09mXXbb3LC4ixNcLWPzaplHtCYGVKXQX8u2Gbzl/yvkUFBUQ6gjlwZMfJCkuibM7nu3Xo/jAzAdYtXcVWQVZZBZkkpmfSWZBpmc7P5P8onwAfr/ud78hpMkvJ7PkjyWV1uW3q3/z+/sw5PUhrNqzyi8UxoZ5w2LxvrBYbh10K0lxSb7z5m6bS5EtUg+kiNQI9ZpWHwW+wNEcviBS4Ksbzp9yPlNXTeWeE+5h4ikTD+vcudvmMvKdkRQUFRDmDGPGpTM0R6oOstayMz3Pbyjo8u3p7M0qGwJjI0Lo3iLOLwS2bRSNw1F7w0Yg5vC5ilxkFmQSFx5HiOPgIsrfbfiOnZk7/cJhZkFmme3//el/tEto5zuv6wtdWb13daX3XXbDMno06eHb7vlST5bvXl6mXHEPZHEA/OTCT+jc+OBS34/+/CgH8g5U2ANZvK91fGtCnaGHrJPmRIqIHD0FvsCrrW2qwCdB92vqrwx+fTBx4XFsm7DNb8GNqtAPf/WTtZZdGXks357hFwT3ZOaXKRsbHkI3bwjs2dITBNvV8hAYbAVFBX6BsKL31/a7loaRDX3nXf7p5azbv84/XJbogSy27pZ1HNfwON/2cc8ex4a0DZXWa9VNq+jSuItve8TbI9iVtcsXCl1FLuZsm4PbunE6nNw68FYGJg3kzI5nHva/HSIix7LaGk7qstrapgp8UisUz8V74tQnuPP4O4NdHanF/sjIY1mq/8Iwu8sJgdFhTrq3KH48hCcMtmscg1MhsFoU90AWB8GOjTr6PVbjrcVvsStrF5n5mQeHrZYYulq8/5crf/Eb2t3yqZZsz9xe6f033rrRrwez73/7kp6f7ltNNTE6kcaRjX2P2Sje37d5X83ZFZFjUm0NJ3VZbW1TBT6pFb5Y+wWjJ4+mZVxLNty6we8HRZHK7M7IY/mOdJalHuwN3JWRV6ZcVJiT7i3iPAvDtPD0BnZIVAiszVIzUknPS/eFwoU7FvLgrAcpdBficDgY3Wk0ToeTN8e8SUxYjO+8+InxZORnVHr9nXfupFlMM9/2yHdG4rZuv1BY/OoLjlGNaRHbQqvzikidVlvDSV1WW9tUgU9qBbd10/Olnqzcs5K3z32bS3tfGuwqSR23JzPf84zAEr2BO9LLhsDIUKdvOGjxnMAOidGEOPXDfG1VlWHc+3P3H1xNtdTKqiXf/3LFL745g9Zawh8Jx+Uuu4psaQfuOUB8RLxv+4KPLiAyNNKvF9EvNEYn0iCigUKiiNQatTWc1GW1tU1rTeAzxpwBPAM4gdestWVW7zDGDAOeBkKBvdbakw91TQW+uuXN39/kys+vpEeTHiy9fqlW/JOA25uVz3K/hWEy2H4gt0y5iFAHXZv7h8COTWIUAus5ay3Ldi/zBcTicLgnew97cw8GxwN5B9hy+xbfv1GF7kJC/3nohWbAs7BNzt9yfCMYrLXc8vUtJEQk+PUelgyKkaGR1fqZReTYVVvDSV1WW9u0VgQ+Y4wTWAucCqQC84Fx1tqVJco0AOYAZ1hrtxpjmlhrdx/qugp8dUt+YT7tnmnHzqydfHXxV5zZ8cxgV0mOAfuzC/xWBl22PZ3UtLIhMDzkYAgsDoIdm8YQqhB4zCt0F/LN+m/KBsWSgTFnL27rJuO+g8NMswqyiH300M9GjAqNonlMc9bdss4XMIvcRUz8ZWKZ+YiJ0YkkRCTgdDir9fOKSP1QW8NJXVZb27S2BL4hQIq19nTv9n0A1tpHS5S5EWhhrf17Va+rwFf3PDb7Me6Zfg/D2w5n5mUzg10dOUalZRd45gRuT2eFd5XQrftzypQLC3HQtVms37MCOzWNJSxEIVDKchW5/B45kePK4a3Fbx0ccppbdvhpQVEBTaObsuuuXb7z9mTvockTTcq9h8M4aBjZkMZRjWkT34ZvLvnGdyy/MJ8pK6aUCYrRYdFa7VjkGKHnGlYvBb5DV+J8PD13V3u3xwODrLU3lyjzNJ6hnN2BWOAZa+07h7quAl/dk56XTqtJrcgsyGT+NfPp36LcP5siNS49x+ULgcW9gVv2lRMCnQ66NI89uDBMUjw5BYUs2JLG4PaN6NcmIQi1l7rIWktWQRbp+em0jGvp278/dz+PzX6s3F7EtLw0X7k28W3YfPtm3/bW9K20ebpNmfuEOcNwFbmwWAyGk9uczA+X/+A7vjdnL3+b8TciQyOJDIkkMjSSiJCIMu8bRjZkeLvhvvNcRS52ZO7wHPeeG+II0XB9Eam3FPgOXYmxwOmlAt9Aa+0tJco8D/QHRgKRwFzgbGvt2lLXuha4FqBp06b9Pvjggxr5DBI4L294mQ9TP2RY4jAe7PZgsKsjUqFsl2VrhpvNGW42pxexOcPNHzkV/7tpgN6JTto3cNA40kHjSEPjSEODcINDPwRLABTZItJd6aS70ilwF9A5trPv2J78Pfx34399xw+4DnCg4AAu679ITXxIPJ+e8Klve2vOVi6bf1ml906KTOJ/A//n207NSWX8/PF+ZRw4CHOEEe4M97w6wmkZ2ZJHe/oG9LC/YD8vbnjRdzzc4SlbfF7xdnxoPEMaHeyNLHAXsD13u9954c5wQk2oQqaI1IiFCxfSr1+/YFejjOHDh9eKwFeVIZ33AhHW2hTv9uvAN9bajyq6rnr46qbUjFTaPdMOt3Wz7pZ1tE9oH+wqiVRZRp6LFdszfPMBf16/h7TsQ6/6GOo0NI+PpGVCJEkNImmZEEVSwsHt5vERWjBGqoW1lpmbZjJq8ihcRS5CHCG8POplLk++3Fdmf+5+Plz+IXmFeeQW5npeXbkH3xfmkuvKpVlMM148+0XfeWv2ruHUd0/1O6fIFpWpQ/fE7iy/cblve/nu5fR8qWelde/SuAurblrl2165ZyXdX+xebtniXsiIkAh6NOnBd+O/8x3blr6Nm766ya8nsrhs8XZESATNYpoxtvtY33k5rhyW/rG03N7OxX8s5pctv2iIrMgxpi728IXUYD3mAx2NMe2A7cBFwMWlynwGPG+MCQHCgEHApBqso9SQlnEtubjnxbyz5B0mzZ3Ec2c9F+wqiVRZXEQoQzo0YkiHRgAs3JLGX16dR0GRG6fDcPnxbXEYQ+qBXFLTctmelsPerAK27s8pd54ggNNhaBYX4QmBDTxBsGQobB4fqXmDckSMMYxsP5KZl86scA5fw8iG3DDghsO+dufGndk6YavfPleRyy8k5hXmlel9S4pN4t0/ves7XrJs8fvcwly/5yeCZ/5it8RuZcrmF+WTV5hHXqHnsSxNY5r6nbc3Zy/T1k6r9PP0atrLL/Ct27eOIa9XHuaSmyXz+3W/+7Y3pW3i5q9vJio0yvMVEnXwfYmv5rHNGdVplO+8vMI8Nh/Y7FcmIiRCj/oQkaNS049lOAvPIxecwBvW2n8ZY64HsNa+7C1zN3AF4Mbz6IanD3VN9fDVXcv+WEavl3sRGRLJ1glbaRzVONhVEjliC7ekMW/jvgrn8OUWFLH9QC7bD+SSmpbD9jRvGPRu787M51D/HBsDTWMj/HoFWyZEed57tyNCtXKjHJvc1k1+Yb4vAFqs35zIA3kH+HHzj2V6L0sHx+axzfn70IPrxq3cs5IrPruiTLmM/Ay/ZzkmxSaRekeqb3v+9vkMfG1gpfXu27wvC69d6NtetHMR/V4pO1QsMiTSLwQmN0vmg/MPTmfZfGAzj/z0SLmhsuRXk+gmDEw6WC9XkYtsVzZRoVGEOjQsVqQidWEhnFoxh6+6KPDVbWe9dxZfr/+ah4Y9xD9O/kewqyMSNPmFRew8kOcNgTnensGDoXBnei7uSv65bhwT7guALX09hVG+QBgdXpODOkTqr7nb5jLynZEUFBUQ5gxj6gVT/R4zlJabxuxts8lx5Rzyq2VcS1KGpfjO+33n74ybOs6vTG5h2UfIDGk5hDlXzfFtz9k2hxPeOKHSeg9KGsS8q+f5tn9N/ZXBrw8GPM+QrCgo9m7am2fOfMZ33tb0rbyy8BWiQ6MPGTATIhMOa8qGVpIVOXIKfFJr/bDpB0a8M4LGUY3ZcvsWokKjgl0lkVrJVeRmV3qeX6+gLxQeyGHngTwKK0mECVGhB3sFvcNGk0r0EsZFVP5gcRHxqKlw4rZu8grz/EKg0zjp2Kijr8yurF18sfaLSgNmp0adeOr0p3zn/bL1F85+/2yyC7LLnXtZ7KTWJ/HTFT/5tn/a8hMnv3VypXU/odUJ/HLlL77t2Vtnc8q7p5QbDguKCli0cxFu6ybUEcqPl//oa9ftGdv5dPWnRIVGERkaWWHAjA2LJT4i/rDaV6S+qC1z+ETKGNZ2GP1b9GfBjgW8vfjtI5pDInIsCHU6aNUwilYNy/+lSJHb8kdGXgVDRj3BMC3HRVqOZ6GZ8sRFhBwMgL55hAeHjsZHasiXSLEhrYbUSC+Uwzh8gaYizWKacXXfqw/72ie2PpH0ez3/HriKXBUGxdL3bhXXioeHPexfrrDseZ0bdfY7L8eV45truT93f4X1crldzNo8y9e+q/eu5uavb66wfLFhbYfxw2UHHzcyZ9scxk0d52u/0kNji7+6J3bnuv7X+c7blbWLn7b85FemvHPDnGH6N1HqBPXwSdBNWTGFCz++kA4JHVhz8xqcDs1DEgk0t9uyNyufbWkVzyPMc7kPeY3oMGeZ1UVLbjeK1g8/IlIxa22Z3srirwU7FvDX6X+lsKiQUGcoP1z2gy/wrdyzkhfnv1hpD+YJrU/gw/M/9N3vq3Vfcfb7Z1dar9M7nM43l3zj2/52/bec8d4ZlZ53avtT/VaDnbNtDrd+fWuZYFg6LHZp3MVvcaC9OXtZ9seycsNoZGik5ldKlaiHT2q1P3f9M+0T2rMhbQOfrP6E87udH+wqidQ7DoehSVwETeIiyl1UxlrLvuyCEiHQfx5haloO2QVFrPkjkzV/ZJZ7j4hQB0kNDg4TLb24TGJMOA6HfmgROVYZYzyPwQiNpBGN/I6d0PoEBiYNLHeYbLfEbjx/1vOHfb8R7Uaw6bZN5LpyK51LWVLjqMac3+38Cs/LLfTsjwyN9DtvT/YeFu5cSGVGdRrlF/jmpc5j9OTRFZYvnl95dqezmXzeZN/+X1N/JeXHlApXg92dvZut6VsZ0X4Etwz0Pfaa/MJ88ovyiQmL0Qqwxwj18Emt8MJvL3Dz1zczMGkg866ap99kidQy1lrSc13e8OftISwxXDQ1LYeMvMJDXiPM6aBFgwhPr6BvDuHBQNg0LgKnNxBWtuqpiEiwua3bLzAdyDvAun3ryg2HJb86NuzIZcmX+c77ecvPPPDDAxWWL3R7/m39c9c/M/WCqb7zpq6cyvkfVf5Lcodx8MsVv/hC9GerP+PcD8/FYIgNjyU+PJ74iHjiw+OJC4/zvR+UNIgr+lzhu87u7N2s3rvaVz4uPI648DhCHOo/qg20aIvUejmuHFpPas2+3H38ePmPDG0zNNhVEpHDlJHnYnuJAFgcCIuHje7PLjjk+SEOQ/MGEcRFhLB6ZxZua3E6DLeO7Ej/tgk0ig6nUUwYCVFhvmAoIlLfuYpc5BbmYq31W5RmV9YuFu1c5B8wvb2S0zdO58ctP2KxOHDwyIhHuO+k+wD4aMVHXPn5lWQVZB3yvhd2v9Dv8R8fLP+AcVPHlSkXHRrtFxjP6niW38rrq/eu5tv13/rKlPca5gw72mY65mlIp9R6UaFR3DzwZh768SEem/2YAp9IHRQXEUpc81C6No8r93h2fiE7ikNgOfMI92Tms22//xL0hW7LU9+v9dtnDCREhdEwOoxG0WE0igmjUXQ4DaPDaBwTRkNvMPQcC6dBZKiGkopInRXqDCXUWXYV5WYxzTir41nlnjOi3Qi/R4cMazvMd2xs97GM7T6WIncRGfkZpOenk56XXua19CM14sPjPQv9lCiTkZ9BtiubbFc2OzJ3ANA1savfeXO3zeX2b28/5GeMCIngiuQrePHsF337ft7yM28uftPT61hOUCzujWwS3YSGkQ0Pef1jnXr4pNbYk72H1k+3Jq8wj+U3LKd7k+7BrpKI1KA8l+fh9LPW7Gbi16spLLI4HIYBbRNwu2Ffdj77sgs4kOOq/GIlOLwBsVGMNyTGhHvCYHQ4DWPCaBztvz9eAVFE6oGaeHSI27rJKsjyBEdvEEyISPALfXO2zWHyssmekFgqVBYHzkJ3ITf0v8Ev8L00/yVu/OrGSutwdZ+refWcV33bH634iH//8m//kFhiGGrx+26J3ejVtJfvvEJ3IQ7jqLPzGtXDJ3VCYnQiVyRfwUsLXuKJuU/w5pg3g10lEalBEaFOOiTG0CExhuRWCRXO4XMVuUnLKWB/dgH7sgrYl13Avqx8z3bJ995j6bkuz/5KhpQWczqMJyBGHwyJjWPCvaHwYM9hw+gwGkeHExcZonnHIlLr1MSjQxzG4ZvLV3rxm2LHtzqe41sdX+E1rLXkFubitv4rRQ9vN5zXRr/mFxLL65Esfd9tGdtYvGtxpXW/ecDNPHfWc77tlxe8zK1f3+o3j7Hka1xYHFkFWXRN7MrwtsNr5LEsgaIePqlV1u9fT+fnO+M0TjbdtomkuKRgV0lE6jhXkZu07AL2ZnlDYnY++0q935ft2d6blU9mJYvPlBbiMCRUcXhpw+gw4iIUEEVEqsvenL1sObCl3KGqJXsiz+54tt/iOf/55T/cO+PeSq/vNE7CnGHMuHRGrQp9WrRF6pSxH43l45Uf89fj/8p/Tv1PsKsjIseYgkK3LwyW14voCY6e4aX7swrIzD+8gBjqNN75h+EHh5mWCIZ+w05jwogJV0AUEakJhe5CXygs3Zs4ZcUUvlj7BRaL0zj55/B/+hbCqQ0U+KROmb99PgNfG0hceBzbJmwjLrz8BSBERGqD/MIiv2C4v0Svof9QU08vYtZhBsQwp6PM/EO/4aW+uYie1+gwpwKiiEiAzd02128hHPXw1SAFvvpp2FvD+HHLjzx+6uPcdfxdwa5OvTN762xmbZ7FiHYjatU/ViLHgjxXyYB4cHjp3ux89vveHwyOOQVFh3X98BCH3xDS4mCYW+Bmb1YevVrG06d1Q+IjQ2kQ5fmKDFVIFBGpTE0shHOkFPikzvly7ZeMmjyKpNgkNt62Uc9nKYfbuknPSyctL4203LRDv5Z4vyd7D5kFmQAYDCPajeDkNifTvUl3uid2p0PDDnqIqkgtkltQVGZ4aXm9iHu9ATLP5a78oqWEOg3xkWE0iAr1BMFIz2t8VCgNIsOIjwyhQVQY8aWPR4YS4qybK9qJiNQnCnxS57itm14v9WLFnhW8NeYtv0m19UlVQ9v+vP1l9qfnpWMJ/N/fMGcYXRp3oXuiJwAWB8H2Ce1xOpwBv5+IBFZOQWGZRWm+WLqTn9bu8f2L0TIhkuiwENJzXRzILTiikFgsNjyEuBK9hZ4gGHawB7F0ePTui9LQUxGRgFHgkzrprcVvccVnV9A9sTvLblhWa38wKHIXkZ6ffli9bIEKbbFhsSREJtAwsiEJEQkkRCZ4Xku+L/W6fv96zptyHgVFBYQ4Qrjr+LvIL8xnxZ4VrNizgq3pW8u9V0RIRLlBsF1Cuzr7zBqRY8XCLWn85bV5uArdhIY4eO/qwX6Pu8hzFZGR6+JArssTAnNcHMjxPNKieDu9xPH0nAIO5LrIyHXhPsJ/wkIcpkRADKVBVBgNIkN94fFgYAw7GCi9x0PVqygi4keBT+qkgqIC2j3Tjh2ZO/jy4i85q+NZ1XavikLb/tyyPWulg1tGfsZRhba48LjyA9ohQltCZAINIhoc8dDLQ41Bz8zPZOWelZ4AuHuFLwimZqSWe63IkEi6JnYtEwTbNGijIChSiyzcklbhsw2PlNttycwvJN0XCAv8AqLnfUGpbc9rruvw5iaWFBMeUiIolnwN89/n7VksDpRa0EZE6isFPqmzHp/9OH+d/leGtR3GD5f9cMiyRe4iDuQdOOw5bWm5aaTnpx9VPYtDW8PIhlUObAkRCcRHxNeZ+XLpeenlBsEdmTvKLR8dGl1uEGwd31o/cIkI+YVF3t5Cb8+h9/VAToGvt7Fkz2JG7sFex6PpVYwvGQK9QbAq4bF0r2J1BGgRkSOlwCd1VnpeOq0mtSKzIJOhbYbSMrYlkaGR5Ya4jPyMo7pXfHj8YfeyJUR4etqO5bltablp5QbBXVm7yi0fExZDt8RuZYJgy7iWCoIiUim325JV4OlVPFCiZ7FkL6InPJbtWTyaXsXoMCcNojzDS50GVu7MwG3B6TBcNKAV3VvE+wXE4mAZq+coikgNUOCTOu0v//cX3l/2fpXKNohocETDI+PD44/p0FYd9ufuPxgASwTB3dm7yy0fFx5XJgh2S+xGUmySflgSkYAo7lXM8M1TLDE30dt7eKDUkNTiYalH2qvodBjiIkJ8YbFBqd7EknMYS++PCNX/SyJSNYcKfHVjLJkc045reBwGg8ViMIzpPIZxPccptNVyDSMbclKbkzipzUl++/fm7C03CO7N2cu81HnMS53nVz4+PP5gEGxyMAw2j2muICgihyU8xEmTWCdNYiMO67ySvYrpuS7mb9rPv79eRWGRxekwnN2rOZGhTk+IzC0gPbfQFyCzC4pIy3GRluM67PpGhDq8Q0/DygxFLQ6HcSXDond/XGQoTof+fRQRD/XwSa03d9tcRr4zkoKiAsKcYcy4dEate9ilHL3d2bvLDYL7c/eXWz4hIqHcINg0uqmCoIhUu6rO4SsodJORV7LX0H9hmwM5rlIrpHoDY24BrqKjWMU5IqTE4jWVBEY9LkOkztOQTqnzDrWqpNRf1lr+yP6j3CB4IO9Auec0jGxYZn5g9ybdaRLdpGYrLyJyFKy15LqK/IJhuYHRO2fRt0pqjouMvMIjvm95j8vwH3paekjqweNhIVqZWSRYFPhEpF6x1rIza2e5QbCixXsaRzUuNwg2jmpcw7UXEaleRW5LZp6r3Ocnlv9cxYOBMc/lPuL7RoU5yz5L0dt7WCYwluh1jA0PweEwWvlU5Cgo8InIMcFay/bM7WWC4Mo9K8ksyCz3nCbRTcoNgg0jG9Zw7UVEgi/PVURGrn/vYZnAWM7CNum5LoqOcGUbh/GExez8Iqx3e3C7RrRpHEVchCdAxkWGEhcR4n0tnqsYQlyEFrcRAQU+ETnGWWvZlrHNrydwxW5PEMx2ZZd7TrOYZuUGwQYRDWq28iIidYC1lqz8wnJWOD3Ye5iR6ypniKqLrPwjH4IKEBbiWdymZCCMiwwl3hsIywuJJQNk6WcsitRFCnwiIuVwWzdb07eWCYKr9q4ix5VT7jktYluUCYLdEruxcs9KzTMVETkCriI3v6zbw/X/W4SryE2Iw8HNI46jUUyY9zEahWTkuXw9jxl5hWTmusjI82wfzeI24Old9ITAkBLB8GAgjPeFyJASYdKzLyYiRCuiSq2gwCcichjc1s3mA5v9hoSu2LOCVXtWkVuYW+45xY8OCTEh3DTwJk7rcBqdGnWibYO2hDj0BBwRkcocyRw+ay15LrcvEHpeC73BsHhfoXcxm4PHi8NiRq7riJ+xWCw2PKTSYafFx3xh0rsdEx6iVVElIBT4REQCoMhd5AmCpRaKWfbHMopsUbnnhDhCaJ/Qnk6NOtGxYUc6Nerke58Ul4TDaCiRiEiwWGvJLijyhcXiVU4zSvQgluxh9Ow7eDzzKFZEBc98xbhSPYgV9iiW08MYEepQYBRAgU9EpFr9svUXTn33VAqKCnAaJ6M6jSIjP4O1+9ayLWNbhedFhkTSsVHHMkGwU6NONI5qrP/ERURquSK3JSuvRI9hcQ9iqR7Gg8NR/XsYcwrK/2VhVYU6TYUL2+QUFLI/u4AuzWLp1iKO2HDPENTYiBBiw0OJjQghJiJEcxjrCQU+EZFqVtGzInNcOWzYv4G1+9aybv861u5b63u/O3t3hddrENGg3CDYsVFH4sLjauIjiYhINXMVucmstEex/HmMGbku8guP/DEaxcJDHMRGeAJgrHeYqee19L6SgTHE+z6UmHDPcc1lDK5aE/iMMWcAzwBO4DVr7cRSx4cBnwGbvLv+z1r78KGuqcAnInXVgbwDrNu3rkwQXLtvbYXPEwRoGt20TBDs1KgTHRp2ICIkogY/gYiIBFOeq4jMvLJzFqct2cH0lX9gAQN0aRZL8waRvt7IrPxCMvMKycovPOLHaZQWHeb0hcLi0Fjcm1hmnzcoHgyUnnAZFebU6JYjVCsCnzHGCawFTgVSgfnAOGvtyhJlhgF3WWtHVfW6CnwiUt9Ya9mdvbvcILhu3zryi/LLPc9gaB3fuux8wUYdtXiMiMgxZOGWNP7y2jxchW5CQxy8d/XgchfCsdaS6yoiK6+QzOIQmFdIZp7Lbzsr3zNf8eC+EqHRuz8QHAZfb2Jxz2LJnsS4kj2QJfeVCpHhIcfe3MbaEviGACnW2tO92/cBWGsfLVFmGAp8IiIVcls3qRmpB4PgvnWs3e95vyltU4WLx4Q6Qmmf0J6OjTrSqeHBINipUSdaxLbQ4jEiIvXMkax6eqTcbkt2wcFew0xvaMwqJ0R63heX8w+Wua6jm9NYLNRpDg5DLadnseTQ1JJlYiqZ31iTbXq4DhX4avLXvUlAydULUoFB5ZQbYoxZAuzAE/5W1ETlRETqAodx0Dq+Na3jW3NK+1P8jrmKXGw6sOlgENy3lrX7Pe+3ZWxjzb41rNm3psw1o0KjOK7hcZ4ewVJhsFFko2Put6QiIvVBvzYJNRZKHA7j7ZULParrFBa5SwTGg6HQf5/LFxAzvNv+wbKQgiI3aTku0nJcR1WfiFCHb7ipw8Cmvdm4rWd/Rb2mtVFNBr7yfmIo3b24CGhjrc0yxpwFfAp0LHMhY64FrgVo2rQps2bNCmxNRUTqsBhi6EMf+sT0gRigNeQV5bE9dzupuamer5xU3/sDrgMs/WMpS/9YWuZasSGxJEUm0SqyFS2jWtIy8uBXVEhUzX84ERE5pjiBeO8XAOHer/jSJQ0QCoTicltyCyHXZckt9L4vLP2+8n15Ljd5rnz2ZvlPpShwuZk8fT6ZHcKq9bMHSq0a0lnOOZuB/tbavRWV0ZBOEZGjk5abxrr968r0Cq7dt5bMgswKz2sW08zXK1jcI9ipUSc6JHQgPCS8Bj+BiIhIYJWc35iRV8iCLfv5x6crKHS7CTvEvMhgqS1z+ELwLNoyEtiOZ9GWi0sO2TTGNAP+sNZaY8xA4GM8PX4VVlKBT0Skelhr+SP7D1/4K7mIzPr96w+5eEybBm3Kfdh8mwZttHiMiIjUSXV1Dl9NP5bhLOBpPL2zb1hr/2WMuR7AWvuyMeZm4AagEMgF7rDWzjnUNRX4RERqXpG7yH/xmBJhcPOBzYdcPKZDww7lPmOwRWwLzRcUERE5ArUm8FUHBT4RkdqloKiATWmbyn3YfGpGaoXnRYdG+xaPiQqNIqsgi5Nan8RpHU6jZVxLYsNja/BTiIiI1B0KfCIiUitkF2Szfv/6cp8xuDenwunaAMSGxdIyriVJcUme19hSr3FJNI5qrEdMiIjIMUeBT0REar3ixWOemPMEH6/8GOtdyLlRZCNyXDnkFuZWeo0wZxgtYlvQMq5lhaGweUxzQp1Ht3S4iIhIbaLAJyIidcbcbXMZ+c5ICooKCHOGMePSGQxuOZi0vDS2Z2wnNSOV7Zne14ztpGam+van5aVVen2DoWlM03IDYXEoTIpNIjosugY+rYiIyNFT4BMRkTpl7ra5zNo8i2FthzGk1ZAqn5fjymF7xnZfICwvFO7K2uXrPTyUBhENKuwlLN5uGNlQC82IiEjQKfCJiIh4uYpc7Mra5d9LWKLXsPh9QVFBpdeKCInw7x0sJxQ2i2mG0+GsgU8mIiLHqkMFPj0MSUREjimhzlBaxbeiVXyrCstYa9mbs7fCUFj8mpGfwYa0DWxI21DhtZzGSbOYZgeDYGw5C8/EJRERElEdH1dERI5xCnwiIiKlGGNIjE4kMTqR5GbJFZbLzM9ke+Z2XyAsLxTuzt7tKZO5HbZXfM9GkY0qDYXx4fEaQioiIodFgU9EROQIxYbH0iW8C10ad6mwTEFRATsyd1TYS5iakcqOzB3sy93Hvtx9LPljSYXXig6NLhMES4fCJtFN9GgKERHxUeATERGpRmHOMNo2aEvbBm0rLOO2bk9PYAWhsHh/tivb9/zCioQ4QnyPpii54EyOK4etGVsZ1mYYp3U4jYaRDTW3UETkGKBFW0REROoAay0Z+Rllh46WWoV0X+6+Kl3PYGgU1YjEKM/Q1cSoRN/7JtFN/PdHJ9I4qjEhDv2eWESkNtKiLSIiInWcMYb4iHjiI+Lp3qR7heVyXbmeIaQlAuEnqz9hbupcX5nIkEhyC3PZm7OXvTl7WbV3VZXqkBCR4B8IS4XCxCjvMW9ADHOGHfXnFhGRo6PAJyIiUo9EhkbSoWEHOjTs4Nt3YusTyzzMvn+L/uzL3cee7D3sydlT5nV39m6/7X05+0jLSyMtL+2QQ0pLig+PLz8QlhMUE6MTtVKpiEg10JBOERGRY8CRPsy+WJG7iP25+30hsHQgLC80uq37sO4RExZTNhCW03tYvC8qNOqwP4eISH2kB6+LiIhIjXJbN2m5aeUGwT3Ze9ids7vM/kJ34WHdIyo0qsq9h4lRicSExeixFiJSL2kOn4iIiNQoh3HQKKoRjaIaHfKxFcWstaTnp5ffe1iqF7H4eI4rhy3pW9iSvqVKdYoIiSg/EFawWE1ceJwCoojUeQp8IiIiEnTGGBpENKBBRAM6NupYaXlrLZkFmeX3HhYHxlL7cwtz2ZaxjW0Z26pUpzBnGI2jGpcdThqVSEZBBtsztjOo5SCOb3m8Z0GdcM+iOlqsRkRqEw3pFBERkWNCdkF2lXsP92TvIduVfUT3iQiJ8IW/+PB4GkQ0OBgIS+wv77VBRAPiw+MJdYYG+NOLSH2mIZ0iIiJyzIsOi6ZdWDvaJbSrUvlcV265vYefr/2cn7f8jMXzS/PmMc2JCIkgPT+d9Lx08grzyCvM44/sP464rpEhkRUHw9IhsoJXhUYRAQU+ERERkXJFhkbSOr41reNb++0/vtXxfo+5mHrBVN/Kp9Zaclw5vvBX/Hog70CZfen56eXuO5B3gNzCXHKzctmVtevI6x8SWX4wrKR3seS+EId+VBSp6zSkU0REROQwHe1jLg7FWku2K7tsOCzn9UD+gQqPH+5jMcoTFRpVcTCsZHiqQqNIzdFjGURERESOIeWFxsPtZczIzwhIaIwOjT7k8NTiELk7ezcb0zbSv0V/BrQYQHRYNNGh0X6vCo8i5VPgExEREZHDYq0lqyCr0l7G4oBY3v5AhcZiYc6wMiGw3NeqlCn1GuYM02M4pM7Soi0iIiIicliMMcSGxxIbHkvLuJZHdI3yQuOBvLLDUGdumsmv23/1ndc6rjUNIhuQXZBNtivb91pQVEBBUQFpeWmB+pg+TuOsliAZHRZNZEikwqQEjQKfiIiIiFSLqobGudvm+i2E88H5H5SZG2mtJb8ov0wIrPJrJWVcbhcZ+Rlk5GcEvh0wRIVGVUugjAqNwulwltum1TXPVOoWBT4RERERCaohrYYw49IZhwwoxhgiQiKICImgEY0CXgdXkatagmS2K5u8wjxf2eoQERLhFwItlrX71uK2bhzGwfC2w2kR24JwZzhhzjDCQ7yvR7B9qGMhjhD1ZNZCmsMnIiIiIlKNitxF5Lhyqi1Q1hYGQ5gz7MhCpOPogmhlwTQQczRrc6+p5vCJiIiIiASJ0+H0DW0NNGstuYW5fiFwXuo8bvrqJlxuFyGOEO4/8X7aNmhLflE+BUUF5Bd6Xyvarmq5UtuF7kLyi/LJL8onsyAz4J/1aIU6Qo84RKblpvHlui8pchcRERLBjEtn1LrQVxEFPhERERGROsoYz/zAqNAoEkkEoHuT7nRL7FbjvVFF7iJcbtdhB8VDbQcqjBYUFeByu3AVuI76cxYUFTBr8ywFPhERERERCY4hrYbUeCBxOpw4HU4iQiJq9L5VYa09qjC6au8qnp73NEXuIsKcYQxrOyzYH6nKFPhERERERKReM+bg/MIj9acuf6q1c/gORYFPRERERESkEsHoNQ0ER03ezBhzhjFmjTFmvTHm3kOUG2CMKTLGnF+T9RMREREREalPaizwGWOcwAvAmUA3YJwxplsF5f4DfFtTdRMREREREamParKHbyCw3lq70VpbAHwAjCmn3C3AVGB3DdZNRERERESk3qnJOXxJwLYS26nAoJIFjDFJwJ+AEcCAii5kjLkWuBagadOmzJo1K9B1FRERERERqfNqMvCV92h7W2r7aeAea22RMeUV955k7SvAKwD9+/e3w4YNC1AVRURERERE6o+aDHypQKsS2y2BHaXK9Ac+8Ia9xsBZxphCa+2nNVJDERERERGReqQmA998oKMxph2wHbgIuLhkAWttu+L3xpi3gC8U9kRERERERI5MjQU+a22hMeZmPKtvOoE3rLUrjDHXe4+/XFN1ERERERERORbU6IPXrbVfAV+V2ldu0LPWXl4TdRIREREREamvjLWl102pW4wxe4Atwa5HORoDe4NdiXpGbRpYas/AU5sGltoz8NSmgaX2DDy1aWCpPQOvtrZpG2ttYnkH6nzgq62MMQustf2DXY/6RG0aWGrPwFObBpbaM/DUpoGl9gw8tWlgqT0Dry62aU0+eF1ERERERERqkAKfiIiIiIhIPaXAV31eCXYF6iG1aWCpPQNPbRpYas/AU5sGltoz8NSmgaX2DLw616aawyciIiIiIlJPqYdPRERERESknlLgCzBjzBvGmN3GmOXBrkt9YIxpZYz5wRizyhizwhhzW7DrVNcZYyKMMb8ZY5Z42/ShYNepPjDGOI0xvxtjvgh2XeoDY8xmY8wyY8xiY8yCYNenrjPGNDDGfGyMWe3993RIsOtUlxljOnv/bBZ/ZRhjbg92veoyY8wE7/9Jy40xk40xEcGuU11njLnN254r9OfzyJT3c70xpqEx5ntjzDrva0Iw61gVCnyB9xZwRrArUY8UAndaa7sCg4GbjDHdglynui4fGGGt7Q0kA2cYYwYHt0r1wm3AqmBXop4Zbq1NrmvLX9dSzwDfWGu7AL3Rn9WjYq1d4/2zmQz0A3KAT4Jbq7rLGJME3Ar0t9b2AJzARcGtVd1mjOkBXAMMxPN3fpQxpmNwa1UnvUXZn+vvBWZYazsCM7zbtZoCX4BZa38C9ge7HvWFtXantXaR930mnh9SkoJbq7rNemR5N0O9X5rMexSMMS2Bs4HXgl0XkdKMMXHAUOB1AGttgbX2QFArVb+MBDZYa7cEuyJ1XAgQaYwJAaKAHUGuT13XFZhnrc2x1hYCPwJ/CnKd6pwKfq4fA7ztff82cG5N1ulIKPBJnWGMaQv0AX4NclXqPO/ww8XAbuB7a63a9Og8DfwVcAe5HvWJBb4zxiw0xlwb7MrUce2BPcCb3mHHrxljooNdqXrkImBysCtRl1lrtwNPAFuBnUC6tfa74NaqzlsODDXGNDLGRAFnAa2CXKf6oqm1did4OiaAJkGuT6UU+KROMMbEAFOB2621GcGuT11nrS3yDkVqCQz0Dv2QI2CMGQXsttYuDHZd6pkTrLV9gTPxDOUeGuwK1WEhQF/gJWttHyCbOjAEqS4wxoQB5wAfBbsudZl3DtQYoB3QAog2xlwS3FrVbdbaVcB/gO+Bb4AleKbJyDFIgU9qPWNMKJ6w95619v+CXZ/6xDusaxaad3o0TgDOMcZsBj4ARhhj/hfcKtV91tod3tfdeOZGDQxujeq0VCC1RE/+x3gCoBy9M4FF1to/gl2ROu4UYJO1do+11gX8H3B8kOtU51lrX7fW9rXWDsUzLHFdsOtUT/xhjGkO4H3dHeT6VEqBT2o1Y4zBM+9klbX2qWDXpz4wxiQaYxp430fi+Y92dVArVYdZa++z1ra01rbFM7RrprVWv5k+CsaYaGNMbPF74DQ8w5PkCFhrdwHbjDGdvbtGAiuDWKX6ZBwazhkIW4HBxpgo7//7I9HCQkfNGNPE+9oa+DP6sxoonwOXed9fBnwWxLpUSUiwK1DfGGMmA8OAxsaYVOBBa+3rwa1VnXYCMB5Y5p1zBnC/tfar4FWpzmsOvG2MceL5pc8Ua60eJSC1SVPgE8/PfYQA71trvwluleq8W4D3vEMQNwJXBLk+dZ53XtSpwHXBrktdZ6391RjzMbAIz7DD34FXgluremGqMaYR4AJustamBbtCdU15P9cDE4Epxpir8PyyYmzwalg1xlotziciIiIiIlIfaUiniIiIiIhIPaXAJyIiIiIiUk8p8ImIiIiIiNRTCnwiIiIiIiL1lAKfiIiIiIhIPaXAJyIiIiIiUk8p8ImISL1njJlkjLm9xPa3xpjXSmw/aYx50Biz2Pu13xizyft+eoDr0tYYk1vi2aKlj19ojFlvjNHzMUVE5Kgp8ImIyLFgDnA8gDHGATQGupc4fjzwjbU22VqbDHwO3O3dPuVIbmiMCTnE4Q3e+5Rhrf0QuPpI7ikiIlKaAp+IiBwLZuMNfHiC3nIg0xiTYIwJB7oCv1flQt4eulXGmFeNMSuMMd8ZYyK9x2YZY/5tjPkRuK0aPoeIiMhhUeATEZF6z1q7Ayg0xrTGE/zmAr8CQ4D+wFJrbcFhXLIj8IK1tjtwADivxLEG1tqTrbVPBqTyIiIiR+FQw01ERETqk+JevuOBp4Ak7/t0PEM+D8cma+1i7/uFwP+3d8c4DQNBFED/ngBqqhwAOioqDpCb0HIVuAM9V0Ck5xooiIKCIhoKJ5KhsBQRJdL6vcqyLXva71nPLkbXnv5VJQAckA4fAHOx+4/vKsOSzlWGDt9NhjC4j+/R8Sa/P6B+7fOg1trdaFjMxZ51AMAkgQ+AuXhJskyyrqpNVa2TnGcIfa+nKqqqHnbDYrZLTwHgYAQ+AObiLcN0ztWfc59V9X7ol7XWrsdbPwDAKbSqOnUNADAbrbVFkuequpy45zbJfVUtj1QWAJ3S4QOA49okOZvaeD3JY5KPYxYFQJ90+AAAADqlwwcAANApgQ8AAKBTAh8AAECnBD4AAIBOCXwAAACd+gHvAHzlySxBiAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
@@ -563,7 +563,7 @@
},
{
"data": {
- "image/png": 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\n",
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\n",
"text/plain": [
"<Figure size 1080x360 with 1 Axes>"
]
diff --git a/docs/notebooks/exercises/WakeDeflection.ipynb b/docs/notebooks/exercises/WakeDeflection.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..7f48e381dff45fc9859aec85e16816892d8b6005
--- /dev/null
+++ b/docs/notebooks/exercises/WakeDeflection.ipynb
@@ -0,0 +1,145 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Exercise: Combine Models\n",
+ "\n",
+ "In this exercise you can investigate the wake-deflection effects of yaw-misalignment"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Install PyWake if needed\n",
+ "try:\n",
+ " import py_wake\n",
+ "except ModuleNotFoundError:\n",
+ " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# setup site, wind turbines and wind farm model\n",
+ "from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines\n",
+ "from py_wake.deficit_models.gaussian import IEA37SimpleBastankhahGaussian\n",
+ "from py_wake.deflection_models.jimenez import JimenezWakeDeflection\n",
+ "import numpy as np\n",
+ "from ipywidgets import interact\n",
+ "from ipywidgets import IntSlider\n",
+ "from py_wake.flow_map import HorizontalGrid\n",
+ "import matplotlib.pyplot as plt\n",
+ "site = IEA37Site(16)\n",
+ "x, y = [0, 600, 1200], [0, 0, 0] # site.initial_position[:2].T\n",
+ "windTurbines = IEA37_WindTurbines()\n",
+ "wfm = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=JimenezWakeDeflection())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# define function that plots the flow field and AEP history of 3 wind turbines\n",
+ "def plot_flow_field_and_aep(WT0, WT1):\n",
+ " \n",
+ " #_, (ax1, ax2) = plt.subplots(2,1,figsize=(20,6))\n",
+ " ax1 = plt.figure(figsize=(20,4)).gca()\n",
+ " ax2 = plt.figure(figsize=(10,3)).gca()\n",
+ " \n",
+ " sim_res = wfm(x, y, yaw_ilk=np.reshape([WT0,WT1,0],(3,1,1)), wd=270, ws=10)\n",
+ " sim_res.flow_map(HorizontalGrid(x = np.linspace(0,1400,200), y=np.linspace(-200,200,50))).plot_wake_map(ax=ax1)\n",
+ " ax1.set_xlim([-200,1400])\n",
+ " aep.append(sim_res.aep().values[:,0,0])\n",
+ " aep_arr = np.array(aep) \n",
+ " for i in range(3):\n",
+ " ax2.plot(aep_arr[:,i], '.-', label='WT%d, %.2f'%(i,aep_arr[-1,i]))\n",
+ " ax2.plot(aep_arr.sum(1), '.-', label='Total, %.2f'%aep_arr[-1].sum())\n",
+ " ax2.axhline(aep_arr[0].sum(),ls='--',c='r')\n",
+ " ax2.set_ylabel('AEP [GWh]')\n",
+ " ax2.set_xlabel('Iteration')\n",
+ " ax2.legend(loc='upper left')\n",
+ " \n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "e1be6c3aa87b45ef95efe446bd8914cf",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "interactive(children=(IntSlider(value=0, continuous_update=False, description='WT0', max=50, min=-50), IntSlid\u2026"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Run the plot_flow_field_and_aep function when moving the sliders\n",
+ "aep = []\n",
+ "_ = interact(plot_flow_field_and_aep, \n",
+ " WT0=IntSlider(min=-50, max=50, step=1, value=0, continuous_update=False),\n",
+ " WT1=IntSlider(min=-50, max=50, step=1, value=0, continuous_update=False))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Move the sliders below and try to find the optimal yaw-misalignment of WT0 and WT1 with respect to total aep"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ },
+ "toc": {
+ "base_numbering": 1,
+ "nav_menu": {},
+ "number_sections": true,
+ "sideBar": true,
+ "skip_h1_title": false,
+ "title_cell": "Table of Contents",
+ "title_sidebar": "Contents",
+ "toc_cell": false,
+ "toc_position": {},
+ "toc_section_display": true,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file
diff --git a/py_wake/deficit_models/__init__.py b/py_wake/deficit_models/__init__.py
index 0d9bd56f3bdf192c467527932ad885552587aaae..b0191ee533cd6d4ef03d3e2ad31484d0371349ea 100644
--- a/py_wake/deficit_models/__init__.py
+++ b/py_wake/deficit_models/__init__.py
@@ -3,5 +3,5 @@ from .selfsimilarity import SelfSimilarityDeficit
from .noj import NOJDeficit, NOJLocalDeficit
from .gaussian import BastankhahGaussianDeficit, IEA37SimpleBastankhahGaussianDeficit, \
NiayifarGaussianDeficit, ZongGaussianDeficit
-from .fuga import FugaDeficit
+from .fuga import FugaDeficit, FugaYawDeficit
from .gcl import GCLDeficit
diff --git a/py_wake/deficit_models/deficit_model.py b/py_wake/deficit_models/deficit_model.py
index d5eaed0aabadb0277c4f7143cd476bd64f420cb3..424a0b8594a8cb8084f94276ff1c3d1bc635c5df 100644
--- a/py_wake/deficit_models/deficit_model.py
+++ b/py_wake/deficit_models/deficit_model.py
@@ -1,4 +1,6 @@
from abc import ABC, abstractmethod
+import numpy as np
+from numpy import newaxis as na
class DeficitModel(ABC):
@@ -24,6 +26,14 @@ class DeficitModel(ABC):
deficit_jlk : array_like
"""
+ def calc_deficit_downwind(self, yaw_ilk, **kwargs):
+ if np.any(yaw_ilk != 0):
+ deficit_normal = self.calc_deficit(yaw_ilk=yaw_ilk, **kwargs)
+ return deficit_normal
+ return np.cos(yaw_ilk[:, na]) * deficit_normal
+ else:
+ return self.calc_deficit(yaw_ilk=yaw_ilk, **kwargs)
+
def wake_radius(self, dw_ijlk, **_):
"""Calculates the radius of the wake of the i'th turbine
for all wind directions(l) and wind speeds(k) at a set of points(j)
diff --git a/py_wake/deficit_models/fuga.py b/py_wake/deficit_models/fuga.py
index eaaa5c0c5aa528b02c0a5531d5471964c36b77bd..3e82984a310f0fc89ac69b5c1c49f11707aa46dc 100644
--- a/py_wake/deficit_models/fuga.py
+++ b/py_wake/deficit_models/fuga.py
@@ -1,95 +1,18 @@
-import os
-import struct
from numpy import newaxis as na
+
import numpy as np
-from py_wake.deficit_models.deficit_model import DeficitModel, WakeDeficitModel, BlockageDeficitModel
-from py_wake.superposition_models import LinearSum
-from py_wake.wind_farm_models.engineering_models import PropagateDownwind, All2AllIterative
+from py_wake.deficit_models.deficit_model import WakeDeficitModel, BlockageDeficitModel
from py_wake.rotor_avg_models.rotor_avg_model import RotorCenter
+from py_wake.superposition_models import LinearSum
from py_wake.tests.test_files import tfp
-from py_wake.utils.grid_interpolator import GridInterpolator
-from pathlib import Path
-
-
-class FugaUtils():
- def __init__(self, path, on_mismatch='raise'):
- """
- Parameters
- ----------
- path : string
- Path to folder containing 'CaseData.bin', input parameter file (*.par) and loop-up tables
- on_mismatch : {'raise', 'casedata','input_par'}
- Determines how to handle mismatch between info from CaseData.in and input.par.
- If 'raise' a ValueError exception is raised in case of mismatch\n
- If 'casedata', the values from CaseData.bin is used\n
- If 'input_par' the values from the input parameter file (*.par) is used
- """
- self.path = Path(path)
-
- with open(self.path / 'CaseData.bin', 'rb') as fid:
- case_name = struct.unpack('127s', fid.read(127))[0] # @UnusedVariable
- self.r = struct.unpack('d', fid.read(8))[0] # @UnusedVariable
- self.zHub = struct.unpack('d', fid.read(8))[0]
- self.low_level = struct.unpack('I', fid.read(4))[0]
- self.high_level = struct.unpack('I', fid.read(4))[0]
- self.z0 = struct.unpack('d', fid.read(8))[0]
- zi = struct.unpack('d', fid.read(8))[0] # @UnusedVariable
- self.ds = struct.unpack('d', fid.read(8))[0]
- closure = struct.unpack('I', fid.read(4))[0]
- if os.path.getsize(self.path / 'CaseData.bin') == 187:
- self.zeta0 = struct.unpack('d', fid.read(8))[0]
- else:
- # with open(path + 'CaseData.bin', 'rb') as fid2:
- # info = fid2.read(127).decode()
- # zeta0 = float(info[info.index('Zeta0'):].replace("Zeta0=", ""))
- if 'Zeta0' in self.path.name:
- self.zeta0 = float(self.path.name[self.path.name.index(
- 'Zeta0'):].replace("Zeta0=", "").replace("/", ""))
-
- f = [f for f in os.listdir(self.path) if f.endswith('.par')][0]
- lines = (self.path / f).read_text().split("\n")
-
- self.prefix = lines[0].strip()
- self.nx, self.ny = map(int, lines[2:4])
- self.dx, self.dy = map(float, lines[4:6]) # @UnusedVariable
- self.sigmax, self.sigmay = map(float, lines[6:8]) # @UnusedVariable
-
- def set_Value(n, v):
- if on_mismatch == 'raise' and getattr(self, n) != v:
- raise ValueError("Mismatch between CaseData.bin and %s: %s %s!=%s" % (f, n, getattr(self, n), v))
- elif on_mismatch == 'input_par':
- setattr(self, n, v)
-
- set_Value('low_level', int(lines[11]))
- set_Value('high_level', int(lines[12]))
- set_Value('z0', float(lines[8])) # roughness level
- set_Value('zHub', float(lines[10])) # hub height
- self.nx0 = self.nx // 4
- self.ny0 = self.ny // 2
-
- self.x = np.arange(-self.nx0, self.nx * 3 / 4) * self.dx # rotor is located 1/4 downstream
- self.y = np.arange(self.ny // 2) * self.dy
- self.zlevels = np.arange(self.low_level, self.high_level + 1)
-
- if self.low_level == self.high_level == 9999:
- self.z = [self.zHub]
- else:
- self.z = self.z0 * np.exp(self.zlevels * self.ds)
-
- def mirror(self, x, anti_symmetric=False):
- x = np.asarray(x)
- return np.concatenate([((1, -1)[anti_symmetric]) * x[::-1], x[1:]])
-
- def load_luts(self, UVLT=['UL', 'UT', 'VL', 'VT'], zlevels=None):
- luts = np.array([[np.fromfile(str(self.path / (self.prefix + '%04d%s.dat' % (j, uvlt))), np.dtype('<f'), -1)
- for j in (zlevels or self.zlevels)] for uvlt in UVLT]).astype(np.float)
- return luts.reshape((len(UVLT), len(zlevels or self.zlevels), self.ny // 2, self.nx))
+from py_wake.utils.fuga_utils import FugaUtils
+from py_wake.wind_farm_models.engineering_models import PropagateDownwind, All2AllIterative
class FugaDeficit(WakeDeficitModel, BlockageDeficitModel, FugaUtils):
ams = 5
invL = 0
- args4deficit = ['WS_ilk', 'WS_eff_ilk', 'dw_ijlk', 'hcw_ijlk', 'dh_ijl', 'h_il', 'ct_ilk', 'D_src_il']
+ args4deficit = ['WS_ilk', 'WS_eff_ilk', 'dw_ijlk', 'hcw_ijlk', 'dh_ijlk', 'h_il', 'ct_ilk', 'D_src_il']
def __init__(self, LUT_path=tfp + 'fuga/2MW/Z0=0.03000000Zi=00401Zeta0=0.00E+0/', remove_wriggles=False):
"""
@@ -108,19 +31,20 @@ class FugaDeficit(WakeDeficitModel, BlockageDeficitModel, FugaUtils):
self.remove_wriggles = remove_wriggles
self.lut_interpolator = LUTInterpolator(*self.load())
- def load(self):
-
+ def zeta0_factor(self):
def psim(zeta):
return self.ams * zeta
if not self.zeta0 >= 0: # pragma: no cover
# See Colonel.u2b.psim
raise NotImplementedError
- factor = 1 / (1 - (psim(self.zHub * self.invL) - psim(self.zeta0)) / np.log(self.zHub / self.z0))
+ return 1 / (1 - (psim(self.zHub * self.invL) - psim(self.zeta0)) / np.log(self.zHub / self.z0))
- mdu = self.load_luts(['UL'])[0]
+ def load(self):
+
+ mdUL = self.load_luts(['UL'])[0]
- du = -np.array(mdu, dtype=np.float32).reshape((len(mdu), self.ny // 2, self.nx)) * factor
+ du = -np.array(mdUL, dtype=np.float32) * self.zeta0_factor()
if self.remove_wriggles:
# remove all positive and negative deficits after first zero crossing in lateral direction
@@ -139,15 +63,15 @@ class FugaDeficit(WakeDeficitModel, BlockageDeficitModel, FugaUtils):
# self.grid_interplator(np.array([zyx.flatten() for zyx in [z, y, x]]).T, check_bounds=False).reshape(x.shape)
return self.lut_interpolator((x, y, z))
- def _calc_layout_terms(self, dw_ijlk, hcw_ijlk, h_il, dh_ijl, D_src_il, **_):
+ def _calc_layout_terms(self, dw_ijlk, hcw_ijlk, h_il, dh_ijlk, D_src_il, **_):
- self.mdu_ijlk = self.interpolate(dw_ijlk, np.abs(hcw_ijlk), (h_il[:, na] + dh_ijl)[:, :, :, na]) * \
+ self.mdu_ijlk = self.interpolate(dw_ijlk, np.abs(hcw_ijlk), (h_il[:, na, :, na] + dh_ijlk)) * \
~((dw_ijlk == 0) & (hcw_ijlk <= D_src_il[:, na, :, na]) # avoid wake on itself
)
- def calc_deficit(self, WS_ilk, WS_eff_ilk, dw_ijlk, hcw_ijlk, dh_ijl, h_il, ct_ilk, D_src_il, **kwargs):
+ def calc_deficit(self, WS_ilk, WS_eff_ilk, dw_ijlk, hcw_ijlk, dh_ijlk, h_il, ct_ilk, D_src_il, **kwargs):
if not self.deficit_initalized:
- self._calc_layout_terms(dw_ijlk, hcw_ijlk, h_il, dh_ijl, D_src_il, **kwargs)
+ self._calc_layout_terms(dw_ijlk, hcw_ijlk, h_il, dh_ijlk, D_src_il, **kwargs)
return self.mdu_ijlk * (ct_ilk * WS_eff_ilk**2 / WS_ilk)[:, na]
def wake_radius(self, D_src_il, dw_ijlk, **_):
@@ -155,6 +79,45 @@ class FugaDeficit(WakeDeficitModel, BlockageDeficitModel, FugaUtils):
return np.zeros_like(dw_ijlk) + D_src_il[:, na, :, na]
+class FugaYawDeficit(FugaDeficit):
+ args4deficit = ['WS_ilk', 'WS_eff_ilk', 'dw_ijlk', 'hcw_ijlk', 'dh_ijlk', 'h_il', 'ct_ilk', 'D_src_il', 'yaw_ilk']
+
+ def __init__(self, LUT_path=tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/', remove_wriggles=False):
+ """
+ Parameters
+ ----------
+ LUT_path : str
+ Path to folder containing 'CaseData.bin', input parameter file (*.par) and loop-up tables
+ remove_wriggles : bool
+ The current Fuga loop-up tables have significan wriggles.
+ If True, all deficit values after the first zero crossing (when going from the center line
+ and out in the lateral direction) is set to zero.
+ This means that all speed-up regions are also removed
+ """
+
+ FugaUtils.__init__(self, LUT_path, on_mismatch='input_par')
+ self.remove_wriggles = remove_wriggles
+ x, y, z, dUL = self.load()
+
+ mdUT = self.load_luts(['UT'])[0]
+ dUT = np.array(mdUT, dtype=np.float32) * self.zeta0_factor()
+ dU = np.concatenate([dUL[:, :, :, na], dUT[:, :, :, na]], 3)
+ self.lut_interpolator = LUTInterpolator(x, y, z, dU)
+
+ def calc_deficit_downwind(self, WS_ilk, WS_eff_ilk, dw_ijlk, hcw_ijlk,
+ dh_ijlk, h_il, ct_ilk, D_src_il, yaw_ilk, **_):
+
+ mdUL_ijlk, mdUT_ijlk = np.moveaxis(self.interpolate(
+ dw_ijlk, np.abs(hcw_ijlk), (h_il[:, na, :, na] + dh_ijlk)), -1, 0)
+ mdUT_ijlk[hcw_ijlk < 0] *= -1 # UT is antisymmetric
+ mdu_ijlk = (mdUL_ijlk * np.cos(yaw_ilk)[:, na] +
+ mdUT_ijlk * np.sin(yaw_ilk)[:, na])
+
+ mdu_ijlk *= ~((dw_ijlk == 0) & (hcw_ijlk <= D_src_il[:, na, :, na])) # avoid wake on itself
+
+ return mdu_ijlk * (ct_ilk * WS_eff_ilk**2 / WS_ilk)[:, na]
+
+
class LUTInterpolator(object):
# Faster than scipy.interpolate.interpolate.RegularGridInterpolator
def __init__(self, x, y, z, V):
@@ -165,7 +128,7 @@ class LUTInterpolator(object):
self.nx = nx = len(x)
self.ny = ny = len(y)
self.nz = nz = len(z)
- assert V.shape == (nz, ny, nx)
+ assert V.shape[:3] == (nz, ny, nx)
self.dx, self.dy = [xy[1] - xy[0] for xy in [x, y]]
self.x0 = x[0]
@@ -182,7 +145,12 @@ class LUTInterpolator(object):
Ve[1:, :-1, :-1],
Ve[1:, :-1, 1:],
Ve[1:, 1:, :-1],
- Ve[1:, 1:, 1:]]).reshape((8, nz * ny * nx))
+ Ve[1:, 1:, 1:]])
+ if V.shape == (nz, ny, nx, 2):
+ # Both UL and UT
+ self.V000 = self.V000.reshape((8, nz * ny * nx, 2))
+ else:
+ self.V000 = self.V000.reshape((8, nz * ny * nx))
def __call__(self, xyz):
xp, yp, zp = xyz
@@ -203,7 +171,11 @@ class LUTInterpolator(object):
nx, ny = self.nx, self.ny
v000, v001, v010, v011, v100, v101, v110, v111 = self.V000[:, zi0 * nx * ny + yi0 * nx + xi0]
-
+ if len(self.V000.shape) == 3:
+ # Both UL and UT
+ xif = xif[:, :, :, :, na]
+ yif = yif[:, :, :, :, na]
+ zif = zif[:, :, :, :, na]
v_00 = v000 + (v100 - v000) * zif
v_01 = v001 + (v101 - v001) * zif
v_10 = v010 + (v110 - v010) * zif
diff --git a/py_wake/deflection_models/__init__.py b/py_wake/deflection_models/__init__.py
index 0ca122f5196538c111f8f4a8274415895357d216..b114353583891e45b8589965a3ffde27af397a89 100644
--- a/py_wake/deflection_models/__init__.py
+++ b/py_wake/deflection_models/__init__.py
@@ -1,2 +1,3 @@
from .deflection_model import DeflectionModel
from .jimenez import JimenezWakeDeflection
+from .fuga_deflection import FugaDeflection
diff --git a/py_wake/deflection_models/deflection_model.py b/py_wake/deflection_models/deflection_model.py
index cbd6248c9dfe86ab6a1a0ae80a3b7786a88262b9..267f7283fbacaa9c433a6407af84ef0ba8fc6565 100644
--- a/py_wake/deflection_models/deflection_model.py
+++ b/py_wake/deflection_models/deflection_model.py
@@ -5,7 +5,7 @@ class DeflectionModel(ABC):
args4deflection = ["ct_ilk"]
@abstractmethod
- def calc_deflection(self, dw_ijl, hcw_ijl, **kwargs):
+ def calc_deflection(self, dw_ijl, hcw_ijl, dh_ijl, **kwargs):
"""Calculate deflection
This method must be overridden by subclass
@@ -23,4 +23,7 @@ class DeflectionModel(ABC):
hcw_ijlk : array_like
horizontal crosswind distance from source wind turbine(i) to destination wind turbine/site (j)
for all wind direction (l) and wind speed (k)
+ dh_ijlk : array_like
+ vertical distance from source wind turbine(i) to destination wind turbine/site (j)
+ for all wind direction (l) and wind speed (k)
"""
diff --git a/py_wake/deflection_models/fuga_deflection.py b/py_wake/deflection_models/fuga_deflection.py
new file mode 100644
index 0000000000000000000000000000000000000000..37ccd17711d302195a70012744e83aba713a53d6
--- /dev/null
+++ b/py_wake/deflection_models/fuga_deflection.py
@@ -0,0 +1,99 @@
+from numpy import newaxis as na
+import matplotlib.pyplot as plt
+import numpy as np
+from py_wake.deflection_models.deflection_model import DeflectionModel
+from py_wake.tests import npt
+from py_wake.tests.test_files import tfp
+from py_wake.utils.fuga_utils import FugaUtils
+from py_wake.utils.grid_interpolator import GridInterpolator
+import time
+
+
+class FugaDeflection(FugaUtils, DeflectionModel):
+ args4deflection = ['WS_ilk', 'WS_eff_ilk', 'yaw_ilk', 'ct_ilk', 'D_src_il']
+
+ def __init__(self, LUT_path=tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/', on_mismatch='raise'):
+ FugaUtils.__init__(self, path=LUT_path, on_mismatch=on_mismatch)
+ if len(self.zlevels) == 1:
+ tabs = self.load_luts(['VL', 'VT']).reshape(2, -1, self.nx)
+ else:
+ # interpolate to hub height
+ jh = np.floor(np.log(self.zHub / self.z0) / self.ds)
+ zlevels = [jh, jh + 1]
+ tabs = self.load_luts(['VL', 'VT'], zlevels).reshape(2, 2, -1, self.nx)
+ t = np.modf(np.log(self.zHub / self.z0) / self.ds)[0]
+ tabs = tabs[:, 0] * (1 - t) + t * tabs[:, 1]
+
+ VL, VT = tabs
+ # VL[0] *= -1 # change sign of center line to match notebook
+
+ nx0 = self.nx0
+ ny = self.ny // 2
+
+ fL = np.cumsum(np.concatenate([np.zeros((ny, 1)), ((VL[:, :-1] + VL[:, 1:]) / 2)], 1), 1)
+ fT = np.cumsum(np.concatenate([np.zeros((ny, 1)), ((VT[:, :-1] + VT[:, 1:]) / 2)], 1), 1)
+
+ # subtract rotor center
+ fL = (fL - fL[:, nx0 - 1:nx0]) * self.dx
+ fT = (fT - fT[:, nx0 - 1:nx0]) * self.dx
+
+ self.fLtab = fL = np.concatenate([-fL[::-1], fL[1:]], 0)
+ self.fTtab = fT = np.concatenate([fT[::-1], fT[1:]], 0)
+ self.fLT = GridInterpolator([self.x + self.dx, self.mirror(self.y, anti_symmetric=True)], np.array([fL, fT]).T)
+
+ def calc_deflection(self, dw_ijl, hcw_ijl, dh_ijl, WS_ilk, WS_eff_ilk, yaw_ilk, ct_ilk, D_src_il, **_):
+ I, L, K = ct_ilk.shape
+ X = int(np.max(D_src_il) * 3 / self.dy + 1)
+ J = dw_ijl.shape[1]
+
+ WS_hub_ilk = WS_ilk
+
+ cos_ilk, sin_ilk = np.cos(yaw_ilk), np.sin(yaw_ilk)
+
+ F_ilk = ct_ilk * (WS_eff_ilk * cos_ilk)**2 / (WS_ilk * WS_hub_ilk)
+
+ # For at given cross wind position in the lookup tables, lut_y, the deflection is lambda(lut_y), i.e.
+ # the real position (corresponding to hcw), is y = lut_y + lambda(lut_y)
+ # To find lut_y we calculate y for a range of lut_y grid points around y and interpolate
+ lut_y_ijlx = (np.round(hcw_ijl[:, :, :, na] / self.dy) + np.arange(-X // 2, X // 2)[na, na, na]) * self.dy
+
+ # calculate deflection, lambda(lut_y) = # F * (cos(yaw) * fT(lut_y) + sin(yaw) * fL(lut_y)
+ dw_ijlx = np.repeat(dw_ijl[:, :, :, na], X, 3)
+ if J < 1000:
+ fL, fT = self.fLT(np.array([dw_ijlx.flatten(), lut_y_ijlx.flatten()]).T).T
+
+ lambda_ijlkx = F_ilk[:, na, :, :, na] * (fL.reshape(I, J, L, 1, X) * cos_ilk[:, na, :, :, na] +
+ fT.reshape(I, J, L, 1, X) * sin_ilk[:, na, :, :, na])
+ # Calcuate deflected y
+ y_ijlkx = lut_y_ijlx[:, :, :, na] + lambda_ijlkx
+
+ # assert (np.all(hcw_ijl < y_ijlkx.max((3, 4))))
+ # assert (np.all(hcw_ijl > y_ijlkx.min((3, 4))))
+
+ hcw_ijlk = np.array([[[[np.interp(hcw_ijl[i, j, l], y_ijlkx[i, j, l, k], lut_y_ijlx[i, j, l])
+ for k in range(K)]
+ for l in range(L)]
+ for j in range(J)]
+ for i in range(I)])
+ else:
+ dw_ijl_round = np.round(dw_ijl, 10)
+ x, y = self.fLT.x
+
+ def get_hcw(i, l, k):
+ lambda_xy = F_ilk[i, l, k] * \
+ np.sum(self.fLT.V * [np.cos(yaw_ilk[i, l, k]), np.sin(yaw_ilk[i, l, k])], -1)
+
+ hcw_j = hcw_ijl[i, :, k]
+ for v in np.unique(dw_ijl_round[i, :, l]):
+ xi = np.searchsorted(x, v)
+ lambda_y = (v - x[xi]) / self.dx * lambda_xy[xi + 1] + (x[xi + 1] - v) / self.dx * lambda_xy[xi]
+ idx = dw_ijl_round[i, :, l] == v
+ hcw_j[idx] = np.interp(hcw_j[idx], y + lambda_y, y)
+ return hcw_j
+
+ hcw_ijlk = np.moveaxis([[[get_hcw(i, l, k)
+ for k in range(K)]
+ for l in range(L)]
+ for i in range(I)], -1, 1)
+
+ return dw_ijl[:, :, :, na], hcw_ijlk, dh_ijl[..., na]
diff --git a/py_wake/deflection_models/jimenez.py b/py_wake/deflection_models/jimenez.py
index 054d5b5c89433308c7e29b5dec9054f16fef6ef8..78b897cc7eb7e7f4cf6792a3046bdefd4624648c 100644
--- a/py_wake/deflection_models/jimenez.py
+++ b/py_wake/deflection_models/jimenez.py
@@ -15,7 +15,7 @@ class JimenezWakeDeflection(DeflectionModel):
self.beta = beta
self.N = N
- def calc_deflection(self, dw_ijl, hcw_ijl, D_src_il, yaw_ilk, ct_ilk, **kwargs):
+ def calc_deflection(self, dw_ijl, hcw_ijl, dh_ijl, D_src_il, yaw_ilk, ct_ilk, **kwargs):
dw_lst = (np.logspace(0, 1.1, self.N) - 1) / (10**1.1 - 1)
dw_ijxl = dw_ijl[:, :, na] * dw_lst[na, na, :, na]
@@ -24,7 +24,7 @@ class JimenezWakeDeflection(DeflectionModel):
alpha = denominator_ilk[:, na, na] / nominator_ijxl[..., na]
deflection_ijlk = np.trapz(np.sin(alpha), dw_ijxl[..., na], axis=2)
self.hcw_ijlk = hcw_ijl[..., na] + deflection_ijlk
- return dw_ijl[..., na], self.hcw_ijlk
+ return dw_ijl[..., na], self.hcw_ijlk, dh_ijl[..., na]
def main():
diff --git a/py_wake/flow_map.py b/py_wake/flow_map.py
index 5c8e2a9439f964e4e0a9ec53f88a9dcc1c3d5665..0c6d0595feba85377decf132a607be511aa393fa 100644
--- a/py_wake/flow_map.py
+++ b/py_wake/flow_map.py
@@ -1,6 +1,8 @@
import numpy as np
import xarray as xr
from numpy import newaxis as na
+from scipy.interpolate.fitpack2 import InterpolatedUnivariateSpline
+import matplotlib.pyplot as plt
class FlowBox(xr.Dataset):
@@ -226,6 +228,53 @@ class FlowMap(FlowBox):
return c
+ def min_WS_eff(self, x=None, h=None):
+ if x is None:
+ x = self.x
+ if h is None:
+ h = self.h[0].item()
+ WS_eff = self.WS_eff.sel_interp_all(xr.Dataset(coords={'x': x, 'h': h}))
+ y = WS_eff.y.values
+
+ def get_min(y, v):
+ i = np.argmin(v)
+ s = slice(i - 3, i + 4)
+ if len(v[s]) < 7 or len(np.unique(v[s])) == 1:
+ return np.nan
+# import matplotlib.pyplot as plt
+# plt.plot(y, v)
+# y_ = np.linspace(y[s][0], y[s][-1], 100)
+# plt.plot(y_, InterpolatedUnivariateSpline(y[s], v[s])(y_))
+# plt.axvline(np.interp(0, InterpolatedUnivariateSpline(y[s], v[s]).derivative()(y[s]), y[s]))
+# plt.axvline(0, color='k')
+# plt.show()
+ return np.interp(0, InterpolatedUnivariateSpline(y[s], v[s]).derivative()(y[s]), y[s])
+
+ y_min_ws = [get_min(y, ws) for ws in WS_eff.squeeze(['ws', 'wd']).T.values]
+ return xr.DataArray(y_min_ws, coords={'x': x, 'h': h}, dims='x')
+
+ def plot_deflection_grid(self, normalize_with=1, ax=None):
+ assert self.windFarmModel.deflectionModel is not None
+ assert len(self.simulationResult.wt) == 1
+ assert len(self.simulationResult.ws) == 1
+ assert len(self.simulationResult.wd) == 1
+ x, y = self.x, self.y
+ y = y[::len(y) // 10]
+
+ X, Y = np.meshgrid(x, y)
+
+ from py_wake.utils.model_utils import get_model_input
+ kwargs = get_model_input(self.windFarmModel, X.flatten(), Y.flatten(), ws=self.ws, wd=self.wd,
+ yaw_ilk=self.simulationResult.Yaw.ilk())
+ dw, hcw, dh = self.windFarmModel.deflectionModel.calc_deflection(**kwargs)
+ Yp = -hcw[0, :, 0, 0].reshape(X.shape)
+ ax = ax or plt.gca()
+ X, Y, Yp = [v / normalize_with for v in [X, Y, Yp]]
+ # ax.plot(X[255, :], Y[255, :], 'grey', lw=3)
+ for x, y, yp in zip(X, Y, Yp):
+ ax.plot(x, y, 'grey', lw=1, zorder=-32)
+ ax.plot(x, yp, 'k', lw=1)
+
class Grid():
default_resolution = 500
diff --git a/py_wake/ground_models/ground_models.py b/py_wake/ground_models/ground_models.py
index 176851ab370b21d1791afc5a32e4fdd763759b7a..55a5b59d31618a2a61774c9cc814084682700333 100644
--- a/py_wake/ground_models/ground_models.py
+++ b/py_wake/ground_models/ground_models.py
@@ -18,18 +18,18 @@ class Mirror(GroundModel):
"""The WindFarmModel-to-GroundModel API will most likely if a new model is added, while the
User-to-WindFarmModel API wrt. GroundModel will hopefully persist
"""
- args4deficit = ['dh_ijl', 'h_il', 'hcw_ijlk']
+ args4deficit = ['dh_ijlk', 'h_il', 'hcw_ijlk']
def _calc(self, calc_deficit, **kwargs):
- dh_ijl_mirror = 2 * kwargs['h_il'][:, na] + kwargs['dh_ijl']
+ dh_ijlk_mirror = 2 * kwargs['h_il'][:, na, :, na] + kwargs['dh_ijlk']
cw_ijlk_mirror = None
if 'cw_ijlk' in kwargs:
- cw_ijlk_mirror = np.sqrt(dh_ijl_mirror[..., na]**2 + kwargs['hcw_ijlk']**2)
- above_ground = ((kwargs['h_il'][:, na] + kwargs['dh_ijl'])[..., na] > 0)
+ cw_ijlk_mirror = np.sqrt(dh_ijlk_mirror**2 + kwargs['hcw_ijlk']**2)
+ above_ground = ((kwargs['h_il'][:, na, :, na] + kwargs['dh_ijlk']) > 0)
return np.array([calc_deficit(**kwargs),
- calc_deficit(dh_ijl=dh_ijl_mirror,
+ calc_deficit(dh_ijlk=dh_ijlk_mirror,
cw_ijlk=cw_ijlk_mirror,
- **{k: v for k, v in kwargs.items() if k not in ['dh_ijl', 'cw_ijlk']})]) * above_ground[na]
+ **{k: v for k, v in kwargs.items() if k not in ['dh_ijlk', 'cw_ijlk']})]) * above_ground[na]
def __call__(self, calc_deficit, **kwargs):
return np.sum(self._calc(calc_deficit, **kwargs), 0)
diff --git a/py_wake/rotor_avg_models/rotor_avg_model.py b/py_wake/rotor_avg_models/rotor_avg_model.py
index 232ed8402defdf58863fba8c09a8fc40080013bb..1c17a10d685d1154337daeeaf918711642334c55 100644
--- a/py_wake/rotor_avg_models/rotor_avg_model.py
+++ b/py_wake/rotor_avg_models/rotor_avg_model.py
@@ -9,7 +9,7 @@ class RotorAvgModel():
- Call the wrapped DeficitModel to calculate the deficit at all points
- Compute a (weighted) mean of the deficit values covering the downstream rotors
"""
- args4rotor_avg_deficit = ['hcw_ijlk', 'dh_ijl', 'D_dst_ijl']
+ args4rotor_avg_deficit = ['hcw_ijlk', 'dh_ijlk', 'D_dst_ijl']
def __init__(self):
pass
@@ -51,14 +51,14 @@ class GridRotorAvg(RotorAvgModel):
if nodes_weight is not None:
self.nodes_weight = np.asarray(nodes_weight)
- def _update_kwargs(self, hcw_ijlk, dh_ijl, D_dst_ijl, **kwargs):
+ def _update_kwargs(self, hcw_ijlk, dh_ijlk, D_dst_ijl, **kwargs):
# add extra dimension, p, with 40 points distributed over the destination rotors
R_dst_ijl = D_dst_ijl / 2
hcw_ijlkp = hcw_ijlk[..., na] + R_dst_ijl[:, :, :, na, na] * self.nodes_x[na, na, na, na, :]
- dh_ijlp = dh_ijl[..., na] + R_dst_ijl[:, :, :, na] * self.nodes_y[na, na, na, :]
- new_kwargs = {'dh_ijl': dh_ijlp, 'hcw_ijlk': hcw_ijlkp, 'D_dst_ijl': D_dst_ijl[..., na]}
+ dh_ijlkp = dh_ijlk[..., na] + R_dst_ijl[:, :, :, na, na] * self.nodes_y[na, na, na, na, :]
+ new_kwargs = {'dh_ijlk': dh_ijlkp, 'hcw_ijlk': hcw_ijlkp, 'D_dst_ijl': D_dst_ijl[..., na]}
- new_kwargs['cw_ijlk'] = np.sqrt(hcw_ijlkp**2 + dh_ijlp[:, :, :, na]**2)
+ new_kwargs['cw_ijlk'] = np.sqrt(hcw_ijlkp**2 + dh_ijlkp**2)
new_kwargs['D_dst_ijl'] = D_dst_ijl
new_kwargs.update({k: v[..., na] for k, v in kwargs.items() if k not in new_kwargs})
diff --git a/py_wake/tests/test_deficit_models/test_deficit_models.py b/py_wake/tests/test_deficit_models/test_deficit_models.py
index 5c3230e5c813f35f3a2578e1c7d0421402afbb11..6afe44de8ac0e3a199af43eaf661df9b96e35c7b 100644
--- a/py_wake/tests/test_deficit_models/test_deficit_models.py
+++ b/py_wake/tests/test_deficit_models/test_deficit_models.py
@@ -20,8 +20,8 @@ from py_wake.tests import npt
from py_wake.tests.test_files import tfp
from py_wake.turbulence_models.gcl_turb import GCLTurbulence
from py_wake.turbulence_models.stf import STF2017TurbulenceModel
-from py_wake.utils.get_models import get_models
from py_wake.wind_farm_models.engineering_models import PropagateDownwind, All2AllIterative
+from py_wake.utils.model_utils import get_models
class GCLLocalDeficit(GCLDeficit):
diff --git a/py_wake/tests/test_deficit_models/test_fuga.py b/py_wake/tests/test_deficit_models/test_fuga.py
index f0b9b923ed8be2097d27cd073e1df7e5be037a34..726eb1b084fd50c4537478a7e17e3e3184c7c7cf 100644
--- a/py_wake/tests/test_deficit_models/test_fuga.py
+++ b/py_wake/tests/test_deficit_models/test_fuga.py
@@ -6,8 +6,8 @@ from py_wake.tests.test_files import tfp
from py_wake import Fuga
from py_wake.examples.data import hornsrev1
import matplotlib.pyplot as plt
-from py_wake.deficit_models.fuga import FugaBlockage, FugaDeficit, LUTInterpolator, FugaUtils
-from py_wake.flow_map import HorizontalGrid
+from py_wake.deficit_models.fuga import FugaBlockage, FugaDeficit, LUTInterpolator, FugaUtils, FugaYawDeficit
+from py_wake.flow_map import HorizontalGrid, XYGrid
from py_wake.tests.check_speed import timeit
from py_wake.utils.grid_interpolator import GridInterpolator
from py_wake.wind_farm_models.engineering_models import PropagateDownwind
@@ -146,6 +146,35 @@ def test_fuga_new_format():
9.2867, 7.5714, 6.4451, 8.3276, 9.9976, 10.0251, 10.0264, 10.023, 10.0154, 9.9996], 4)
+def test_fuga_downwind():
+ wts = HornsrevV80()
+
+ path = tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0'
+ site = UniformSite([1, 0, 0, 0], ti=0.075)
+ wfm_UL = Fuga(path, site, wts)
+
+ wfm_ULT = PropagateDownwind(site, wts, FugaYawDeficit(path))
+
+ (ax1, ax2), (ax3, ax4) = plt.subplots(2, 2)[1]
+
+ def plot(wfm, yaw, ax, min_ws):
+ levels = np.arange(6.5, 10.5, .5)
+ sim_res = wfm([0], [0], wd=270, ws=10, yaw_ilk=[[[yaw]]])
+ fm = sim_res.flow_map(XYGrid(x=np.arange(-100, 500, 5)))
+ npt.assert_almost_equal(fm.WS_eff.min(), min_ws)
+ fm.plot_wake_map(ax=ax, levels=levels)
+ fm.min_WS_eff(fm.x, 70).plot(ax=ax, color='r')
+ plt.axhline(0, color='k')
+ plot(wfm_UL, 0, ax1, 6.89020003)
+ plot(wfm_UL, 30, ax2, 7.62747285)
+ plot(wfm_ULT, 0, ax3, 6.89020003)
+ plot(wfm_ULT, 30, ax4, 7.94525864)
+
+ if 0:
+ plt.show()
+ plt.close()
+
+
def test_fuga_table_edges():
wts = HornsrevV80()
@@ -215,6 +244,20 @@ def test_mirror():
npt.assert_array_almost_equal(fuga_utils.mirror([0, 1, 3], anti_symmetric=True), [-3, -1, 0, 1, 3])
+def test_lut_exists():
+ path = tfp + 'fuga/2MW/Z0=0.03000000Zi=00401Zeta0=0.00E+0/'
+ fuga_utils = FugaUtils(path, on_mismatch='input_par')
+ assert fuga_utils.lut_exists() == {'UL'}
+ assert fuga_utils.lut_exists([154]) == set([])
+ assert fuga_utils.lut_exists([155]) == {'UL'}
+
+ path = tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/'
+ fuga_utils = FugaUtils(path, on_mismatch='input_par')
+ assert fuga_utils.lut_exists() == {'UL', 'UT', 'VL', 'VT'}
+ assert fuga_utils.lut_exists([154]) == set([])
+ assert fuga_utils.lut_exists([9999]) == {'UL', 'UT', 'VL', 'VT'}
+
+
# def cmp_fuga_with_colonel():
# from py_wake.aep_calculator import AEPCalculator
#
diff --git a/py_wake/tests/test_deficit_models/test_noj.py b/py_wake/tests/test_deficit_models/test_noj.py
index 659437b5cd3583a7ca3ea0998c02ed996c56790d..9ed6a448f4a3b9629bff682999d712eb13fe9562 100644
--- a/py_wake/tests/test_deficit_models/test_noj.py
+++ b/py_wake/tests/test_deficit_models/test_noj.py
@@ -24,8 +24,9 @@ def test_NOJ_Nibe_result():
x_i = [0, 0, 0]
y_i = [0, -40, -100]
h_i = [50, 50, 50]
- wake_model = All2AllIterative(site, NibeA0, wake_deficitModel=NOJDeficit(), superpositionModel=LinearSum())
- WS_eff_ilk = wake_model.calc_wt_interaction(x_i, y_i, h_i, [0, 1, 1], 0.0, 8.1)[0]
+ wfm = All2AllIterative(site, NibeA0, wake_deficitModel=NOJDeficit(), superpositionModel=LinearSum())
+ wfm.verbose = False
+ WS_eff_ilk = wfm.calc_wt_interaction(x_i, y_i, h_i, [0, 1, 1], 0.0, 8.1)[0]
npt.assert_array_almost_equal(WS_eff_ilk[:, 0, 0], [8.1, 4.35, 5.7])
@@ -54,9 +55,10 @@ def test_NOJ_two_turbines_in_row(wdir, x, y):
windTurbines = NibeA0
site = UniformSite([1], 0.1)
- wake_model = NOJ(site, windTurbines)
+ wfm = NOJ(site, windTurbines)
+ wfm.verbose = False
h_i = [50, 50, 50]
- WS_eff_ilk = wake_model.calc_wt_interaction(x, y, h_i, [0, 0, 0], wdir, 8.1)[0]
+ WS_eff_ilk = wfm.calc_wt_interaction(x, y, h_i, [0, 0, 0], wdir, 8.1)[0]
ws_wt3 = 8.1 - np.hypot(8.1 * 2 / 3 * (20 / 26)**2, 8.1 * 2 / 3 * (20 / 30)**2)
npt.assert_array_almost_equal(WS_eff_ilk[:, 0, 0], [8.1, 4.35, ws_wt3])
@@ -67,8 +69,9 @@ def test_NOJ_6_turbines_in_row():
y = - np.arange(n_wt) * 40 * 2
site = UniformSite([1], 0.1)
- wake_model = NOJ(site, NibeA0)
- WS_eff_ilk = wake_model.calc_wt_interaction(x, y, [50] * n_wt, [0] * n_wt, 0.0, 11.0)[0]
+ wfm = NOJ(site, NibeA0)
+ wfm.verbose = False
+ WS_eff_ilk = wfm.calc_wt_interaction(x, y, [50] * n_wt, [0] * n_wt, 0.0, 11.0)[0]
np.testing.assert_array_almost_equal(
WS_eff_ilk[1:, 0, 0], 11 - np.sqrt(np.cumsum(((11 * 2 / 3 * 20**2)**2) / (20 + 8 * np.arange(1, 6))**4)))
@@ -79,8 +82,9 @@ def test_NOJLocal_6_turbines_in_row():
y = - np.arange(n_wt) * 40 * 2
site = UniformSite([1], 0.1)
- wake_model = NOJLocal(site, NibeA0, turbulenceModel=STF2017TurbulenceModel())
- WS_eff_ilk = wake_model.calc_wt_interaction(x, y, [50] * n_wt, [0] * n_wt, 0.0, 11.0)[0]
+ wfm = NOJLocal(site, NibeA0, turbulenceModel=STF2017TurbulenceModel())
+ wfm.verbose = False
+ WS_eff_ilk = wfm.calc_wt_interaction(x, y, [50] * n_wt, [0] * n_wt, 0.0, 11.0)[0]
np.testing.assert_array_almost_equal(
WS_eff_ilk[1:, 0, 0], [5.62453869, 5.25806829, 5.64808912, 6.07792364,
6.44549094])
diff --git a/py_wake/tests/test_deflection_models/__init__.py b/py_wake/tests/test_deflection_models/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/py_wake/tests/test_deflection_models/test_deflection_models.py b/py_wake/tests/test_deflection_models/test_deflection_models.py
new file mode 100644
index 0000000000000000000000000000000000000000..50110f41dce938c35859bfa7f2fd6650360c108b
--- /dev/null
+++ b/py_wake/tests/test_deflection_models/test_deflection_models.py
@@ -0,0 +1,65 @@
+from py_wake import IEA37SimpleBastankhahGaussian
+from py_wake.deflection_models import JimenezWakeDeflection
+from py_wake.examples.data.iea37._iea37 import IEA37Site
+import numpy as np
+import matplotlib.pyplot as plt
+import pytest
+from py_wake.flow_map import XYGrid
+from py_wake.deflection_models.fuga_deflection import FugaDeflection
+from py_wake.tests import npt
+from py_wake.examples.data.hornsrev1 import V80
+from py_wake.deflection_models.deflection_model import DeflectionModel
+from py_wake.utils.model_utils import get_models
+from py_wake.tests.test_files import tfp
+
+
+@pytest.mark.parametrize('deflectionModel,dy10d', [
+ (JimenezWakeDeflection, 0.5672964),
+ ((lambda: FugaDeflection(tfp + 'fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/')), 0.2567786526168626),
+ ((lambda: FugaDeflection(tfp + 'fuga/2MW/Z0=0.00014617Zi=00399Zeta0=0.00E+0/')), 0.33216633496287334),
+])
+def test_deflection_model(deflectionModel, dy10d):
+ site = IEA37Site(16)
+ x, y = [0], [0]
+ windTurbines = V80()
+ D = windTurbines.diameter()
+ wfm = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=deflectionModel())
+
+ yaw_ilk = np.reshape([-30], (1, 1, 1))
+
+ sim_res = wfm(x, y, yaw_ilk=yaw_ilk, wd=270, ws=10)
+ fm = sim_res.flow_map(XYGrid(x=np.arange(-D, 10 * D + 10, 10)))
+ min_WS_line = fm.min_WS_eff()
+ if 0:
+ plt.figure(figsize=(14, 3))
+ fm.plot_wake_map()
+ min_WS_line.plot()
+ plt.plot(10 * D, dy10d * D, '.', label="Ref, 10D")
+ plt.legend()
+ plt.show()
+
+ npt.assert_almost_equal(min_WS_line.interp(x=10 * D).item() / D, dy10d)
+
+
+@pytest.mark.parametrize('deflectionModel', [m for m in get_models(DeflectionModel) if m is not None])
+def test_plot_deflection_grid(deflectionModel):
+ site = IEA37Site(16)
+ x, y = [0], [0]
+ windTurbines = V80()
+ D = windTurbines.diameter()
+ wfm = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=deflectionModel())
+
+ yaw_ilk = np.reshape([-30], (1, 1, 1))
+
+ sim_res = wfm(x, y, yaw_ilk=yaw_ilk, wd=270, ws=10)
+ fm = sim_res.flow_map(XYGrid(x=np.arange(-D, 10 * D + 10, 10)))
+
+ plt.figure(figsize=(14, 3))
+ fm.plot_wake_map()
+ fm.plot_deflection_grid()
+ min_WS_line = fm.min_WS_eff()
+ min_WS_line.plot()
+ plt.legend()
+ if 0:
+ plt.show()
+ plt.close()
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Binary files /dev/null and b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156UL.dat differ
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156UT.dat b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156UT.dat
new file mode 100644
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Binary files /dev/null and b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156UT.dat differ
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VL.dat b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VL.dat
new file mode 100644
index 0000000000000000000000000000000000000000..e2cf8773ccca03c9e5ba7b3692c0ccae79db41de
Binary files /dev/null and b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VL.dat differ
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VT.dat b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VT.dat
new file mode 100644
index 0000000000000000000000000000000000000000..839fe948d854cda9131d2e50a11c0e2d45a241c6
Binary files /dev/null and b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/D080.0000_zH070.0000_FIT0156VT.dat differ
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.bin b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.bin
new file mode 100644
index 0000000000000000000000000000000000000000..fd86b7de6e3bfced13600d89e414b22d7d6409ab
Binary files /dev/null and b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.bin differ
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.txt b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c6c329619f4ad706da571615852387d51c1f065
--- /dev/null
+++ b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/WTdata.txt
@@ -0,0 +1,4 @@
+ D080.0000_zH070.0000
+ preLUTs_Zeta0=0.00E+00
+ 40.000000000000000
+ 70.000000000000000
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/inputfile.par b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/inputfile.par
new file mode 100644
index 0000000000000000000000000000000000000000..e25a3782703d3c25fb7ec052f5a1a3f773303223
--- /dev/null
+++ b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/inputfile.par
@@ -0,0 +1,18 @@
+D080.0000_zH070.0000_FIT
+2
+2048
+512
+20.0
+5.0
+80.0
+20.0
+0.03000000
+401.0
+70.00
+155
+156
+/builds/TOPFARM/cuttingedge/pywake/fuga/easylut/lut/
+D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/
+preLUTs_Zeta0=0.00E+00/parameters.bin
+PT
+BINARY
diff --git a/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/levels.txt b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/levels.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e38ff1536b57d50ee0396a693e3db5dea9d92dc
--- /dev/null
+++ b/py_wake/tests/test_files/fuga/D080.0000_zH070.0000/Z0=0.03000000Zi=00401Zeta0=0.00E+00/levels.txt
@@ -0,0 +1,122 @@
+ 70 0.99346355876076931
+ 71 1.0443995246280608
+ 72 1.0979470333103396
+ 73 1.1542399814709641
+ 74 1.2134191308020219
+ 75 1.2756324600018834
+ 76 1.3410355347990250
+ 77 1.4097918969473784
+ 78 1.4820734731659055
+ 79 1.5580610050449433
+ 80 1.6379445009943270
+ 81 1.7219237113633856
+ 82 1.8102086279208600
+ 83 1.9030200089437002
+ 84 2.0005899312277546
+ 85 2.1031623704006357
+ 86 2.2109938109878735
+ 87 2.3243538877578267
+ 88 2.4435260599490443
+ 89 2.5688083200660174
+ 90 2.7005139390156541
+ 91 2.8389722494477216
+ 92 2.9845294692580158
+ 93 3.1375495673134268
+ 94 3.2984151735637055
+ 95 3.4675285358156298
+ 96 3.6453125255620491
+ 97 3.8322116953808676
+ 98 4.0286933905480655
+ 99 4.2352489176443058
+ 100 4.4523947730772981
+ 101 4.6806739345918533
+ 102 4.9206572189970554
+ 103 5.1729447095056296
+ 104 5.4381672562545367
+ 105 5.7169880537588993
+ 106 6.0101042992437552
+ 107 6.3182489360002361
+ 108 6.6421924861256150
+ 109 6.9827449772298626
+ 110 7.3407579679266108
+ 111 7.7171266771732485
+ 112 8.1127922227845826
+ 113 8.5287439747176279
+ 114 8.9660220290118087
+ 115 9.4257198085708254
+ 116 9.9089867972894670
+ 117 10.417031414362041
+ 118 10.951124035959866
+ 119 11.512600171833355
+ 120 12.102863804782054
+ 121 12.723390901342936
+ 122 13.375733102475515
+ 123 14.061521603472510
+ 124 14.782471232797690
+ 125 15.540384740050259
+ 126 16.337157303777882
+ 127 17.174781270410140
+ 128 18.055351136162468
+ 129 18.981068784367604
+ 130 19.954248991330854
+ 131 20.977325214476572
+ 132 22.052855677259195
+ 133 23.183529766054498
+ 134 24.372174755026297
+ 135 25.621762875784544
+ 136 26.935418749512550
+ 137 28.316427200147366
+ 138 29.768241468150787
+ 139 31.294491845409091
+ 140 32.898994752853753
+ 141 34.585762283501658
+ 142 36.359012234777325
+ 143 38.223178655203618
+ 144 40.182922931832536
+ 145 42.243145446140865
+ 146 44.408997827536389
+ 147 46.685895835114636
+ 148 49.079532899877812
+ 149 51.595894361277686
+ 150 54.241272433681893
+ 151 57.022281940187419
+ 152 59.945876853123565
+ 153 63.019367682605328
+ 154 66.250439756616274
+ 155 69.647172438331708
+ 156 73.218059328735023
+ 157 76.972029505044034
+ 158 80.918469848055295
+ 159 85.067248514235303
+ 160 89.428739611251842
+ 161 94.013849138646762
+ 162 98.834042258515211
+ 163 103.90137196438364
+ 164 109.22850921997075
+ 165 114.82877464319718
+ 166 120.71617181466938
+ 167 126.90542229392382
+ 168 133.41200243099573
+ 169 140.25218206535376
+ 170 147.44306520897402
+ 171 155.00263281527984
+ 172 162.94978774088935
+ 173 171.30440201260527
+ 174 180.08736651783084
+ 175 189.32064324267071
+ 176 199.02732018833669
+ 177 209.23166910317448
+ 178 219.95920617467985
+ 179 231.23675583325578
+ 180 243.09251782726153
+ 181 255.55613773707353
+ 182 268.65878110447522
+ 183 282.43321136274818
+ 184 296.91387176231780
+ 185 312.13697149682167
+ 186 328.14057624495575
+ 187 344.96470335449459
+ 188 362.65142190650965
+ 189 381.24495790998077
+ 190 400.79180488985617
+ 191 421.34084014508488
diff --git a/py_wake/tests/test_flow_map.py b/py_wake/tests/test_flow_map.py
index 50501319886ad71580369045a34924ff3353a0bf..007b2de7400750087cdeb261038f73b3f486cef1 100644
--- a/py_wake/tests/test_flow_map.py
+++ b/py_wake/tests/test_flow_map.py
@@ -1,4 +1,4 @@
-from py_wake.flow_map import HorizontalGrid, YZGrid, Grid, Points
+from py_wake.flow_map import HorizontalGrid, YZGrid, Grid, Points, XYGrid
from py_wake.tests import npt
import matplotlib.pyplot as plt
import numpy as np
@@ -7,6 +7,7 @@ from py_wake.site.distance import StraightDistance
from py_wake.examples.data.iea37 import IEA37Site, IEA37_WindTurbines
from py_wake import IEA37SimpleBastankhahGaussian
import pytest
+from py_wake.deflection_models.jimenez import JimenezWakeDeflection
def test_power_xylk():
@@ -205,3 +206,29 @@ def test_FlowBox():
wf_model = IEA37SimpleBastankhahGaussian(site, windTurbines)
sim_res = wf_model(x, y)
flow_box = sim_res.flow_box(x=np.arange(0, 100, 10), y=np.arange(0, 100, 10), h=np.arange(0, 100, 10))
+
+
+def test_min_ws_eff_line():
+
+ site = IEA37Site(16)
+ x, y = [0, 600, 1200], [0, 0, 0] # site.initial_position[:2].T
+ windTurbines = IEA37_WindTurbines()
+ D = windTurbines.diameter()
+ wfm = IEA37SimpleBastankhahGaussian(site, windTurbines, deflectionModel=JimenezWakeDeflection())
+
+ yaw_ilk = np.reshape([-30, 30, 0], (3, 1, 1))
+
+ plt.figure(figsize=(14, 3))
+ fm = wfm(x, y, yaw_ilk=yaw_ilk, wd=270, ws=10).flow_map(
+ XYGrid(x=np.arange(-100, 2000, 10), y=np.arange(-500, 500, 10)))
+ min_ws_line = fm.min_WS_eff()
+
+ if 0:
+ fm.plot_wake_map()
+ min_ws_line.plot()
+ print(np.round(min_ws_line[::10], 2))
+ plt.show()
+ npt.assert_array_almost_equal(min_ws_line[::10],
+ [np.nan, np.nan, 11.6, 21.64, 30.42, 38.17, 45.09, 51.27,
+ -8.65, -18.66, -27.51, -35.37, -42.38, -48.58, -1.09, -1.34,
+ -1.59, -1.83, -2.07, -2.31, -2.56], 2)
diff --git a/py_wake/tests/test_rotor_avg_models.py b/py_wake/tests/test_rotor_avg_models.py
index 88934a49ff884d543a8a6bc030dc1c5a5fc1b5e8..c58ac2a558c251732bd6bec195d411a9f483a247 100644
--- a/py_wake/tests/test_rotor_avg_models.py
+++ b/py_wake/tests/test_rotor_avg_models.py
@@ -10,8 +10,9 @@ from py_wake.wind_farm_models.engineering_models import All2AllIterative, Propag
from py_wake.superposition_models import SquaredSum, LinearSum
import pytest
from py_wake.turbulence_models.stf import STF2017TurbulenceModel
-from py_wake.utils.get_models import get_models
+
from py_wake.deficit_models.deficit_model import DeficitModel
+from py_wake.utils.model_utils import get_models
EngineeringWindFarmModel.verbose = False
diff --git a/py_wake/tests/test_utils/test_get_models.py b/py_wake/tests/test_utils/test_model_utils.py
similarity index 65%
rename from py_wake/tests/test_utils/test_get_models.py
rename to py_wake/tests/test_utils/test_model_utils.py
index cda68e2b237f53df8d38ff3fb5526e9ada9c68db..96d986eaa7ded3717d3f724692ec2a1f54749fe3 100644
--- a/py_wake/tests/test_utils/test_get_models.py
+++ b/py_wake/tests/test_utils/test_model_utils.py
@@ -1,13 +1,17 @@
-from py_wake.utils.get_models import get_models, cls_in, get_signature
+
from py_wake.deficit_models.deficit_model import BlockageDeficitModel
from py_wake.deficit_models.fuga import FugaDeficit
-from py_wake.deficit_models.selfsimilarity import SelfSimilarityDeficit
from py_wake.deficit_models.noj import NOJDeficit
-from py_wake.turbulence_models.stf import STF2017TurbulenceModel
-from py_wake.turbulence_models.turbulence_model import SqrMaxSum
+from py_wake.deficit_models.selfsimilarity import SelfSimilarityDeficit
from py_wake.site._site import Site
from py_wake.site.xrsite import XRSite
from py_wake.superposition_models import SuperpositionModel
+from py_wake.turbulence_models.stf import STF2017TurbulenceModel
+from py_wake.turbulence_models.turbulence_model import SqrMaxSum
+from py_wake.utils.model_utils import cls_in, get_models, get_signature, get_model_input
+from py_wake.deficit_models.gaussian import IEA37SimpleBastankhahGaussian
+from py_wake.examples.data.iea37._iea37 import IEA37Site, IEA37_WindTurbines
+from py_wake.tests import npt
def test_get_models():
@@ -29,3 +33,15 @@ def test_get_signature():
"STF2017TurbulenceModel(addedTurbulenceSuperpositionModel=SqrMaxSum())")
assert(get_signature(XRSite) ==
"XRSite(ds, initial_position=None, interp_method='linear', shear=None, distance=StraightDistance(), default_ws=[3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25], bounds='check')")
+
+
+def test_get_model_input():
+ site, windTurbines = IEA37Site(16), IEA37_WindTurbines()
+ wfm = IEA37SimpleBastankhahGaussian(site, windTurbines)
+ args = get_model_input(wfm, [1000], [0], ws=10, wd=270)
+ npt.assert_array_almost_equal(args['dw_ijl'], [[[1000]]])
+ npt.assert_array_almost_equal(args['hcw_ijl'], [[[0]]])
+ npt.assert_array_almost_equal(args['dh_ijl'], [[[0]]])
+ npt.assert_array_almost_equal(args['yaw_ilk'], [[[0]]])
+ npt.assert_array_almost_equal(args['WS_ilk'], [[[10]]])
+ npt.assert_array_almost_equal(args['ct_ilk'], [[[8 / 9]]])
diff --git a/py_wake/tests/test_windturbines.py b/py_wake/tests/test_windturbines.py
index 70fcaa8f10e55424b2e518aad762ace0a59b321d..585f8b3a5949b3803010c8780c5dc510fbb4e7c8 100644
--- a/py_wake/tests/test_windturbines.py
+++ b/py_wake/tests/test_windturbines.py
@@ -3,7 +3,7 @@ import os
import matplotlib.pyplot as plt
import numpy as np
from py_wake import NOJ
-from py_wake.examples.data import wtg_path
+from py_wake.examples.data import wtg_path, hornsrev1
from py_wake.examples.data.hornsrev1 import V80, wt9_x, wt9_y, Hornsrev1Site
from py_wake.examples.data.iea37 import iea37_reader
from py_wake.examples.data.iea37._iea37 import IEA37_WindTurbines
@@ -51,13 +51,14 @@ def test_twotype_windturbines():
power[types == 1] *= 1.1
return power
+ power_curve = hornsrev1.power_curve
wts = WindTurbines(names=['V80', 'V88'],
diameters=[80, 88],
hub_heights=[70, 77],
ct_funcs=[v80.ct_funcs[0],
v80.ct_funcs[0]],
- power_funcs=[v80.power,
- lambda ws:v80.power(ws) * 1.1],
+ power_funcs=[lambda ws, yaw: np.interp(ws, power_curve[:, 0], power_curve[:, 1]),
+ lambda ws, yaw: np.interp(ws, power_curve[:, 0], power_curve[:, 1]) * 1.1],
power_unit='w'
)
@@ -82,6 +83,19 @@ def test_get_defaults():
npt.assert_array_equal(np.array(v80.get_defaults(1, d_i=100))[:, 0], [0, 70, 100])
+def test_yaw():
+ v80 = V80()
+ yaw = np.deg2rad(np.arange(-30, 31))
+ ws = np.zeros_like(yaw) + 8
+ P0 = v80.power(ws[0])
+ if 0:
+ plt.plot(yaw, v80.power(ws, 0, yaw) / P0)
+ plt.plot(yaw, np.cos(yaw)**3)
+ plt.grid()
+ plt.show()
+ npt.assert_array_almost_equal(v80.power(ws, 0, yaw) / P0, np.cos(yaw)**3, 2)
+
+
def test_gradients():
wt = IEA37_WindTurbines()
with use_autograd_in([WindTurbines, iea37_reader]):
diff --git a/py_wake/utils/fuga_utils.py b/py_wake/utils/fuga_utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..4c617a5fff17e109a6224e7a6895380ca90bda46
--- /dev/null
+++ b/py_wake/utils/fuga_utils.py
@@ -0,0 +1,95 @@
+import os
+import struct
+import numpy as np
+from pathlib import Path
+
+
+class FugaUtils():
+ def __init__(self, path, on_mismatch='raise'):
+ """
+ Parameters
+ ----------
+ path : string
+ Path to folder containing 'CaseData.bin', input parameter file (*.par) and loop-up tables
+ on_mismatch : {'raise', 'casedata','input_par'}
+ Determines how to handle mismatch between info from CaseData.in and input.par.
+ If 'raise' a ValueError exception is raised in case of mismatch\n
+ If 'casedata', the values from CaseData.bin is used\n
+ If 'input_par' the values from the input parameter file (*.par) is used
+ """
+ self.path = Path(path)
+ if (self.path / 'CaseData.bin').exists():
+ with open(self.path / 'CaseData.bin', 'rb') as fid:
+ case_name = struct.unpack('127s', fid.read(127))[0] # @UnusedVariable
+ self.r = struct.unpack('d', fid.read(8))[0] # @UnusedVariable
+ self.zHub = struct.unpack('d', fid.read(8))[0]
+ self.low_level = struct.unpack('I', fid.read(4))[0]
+ self.high_level = struct.unpack('I', fid.read(4))[0]
+ self.z0 = struct.unpack('d', fid.read(8))[0]
+ zi = struct.unpack('d', fid.read(8))[0] # @UnusedVariable
+ self.ds = struct.unpack('d', fid.read(8))[0]
+ closure = struct.unpack('I', fid.read(4))[0]
+ if os.path.getsize(self.path / 'CaseData.bin') == 187:
+ self.zeta0 = struct.unpack('d', fid.read(8))[0]
+ else:
+ # with open(path + 'CaseData.bin', 'rb') as fid2:
+ # info = fid2.read(127).decode()
+ # zeta0 = float(info[info.index('Zeta0'):].replace("Zeta0=", ""))
+ if 'Zeta0' in self.path.name:
+ self.zeta0 = float(self.path.name[self.path.name.index(
+ 'Zeta0'):].replace("Zeta0=", "").replace("/", ""))
+ else:
+ with open(self.path / 'WTdata.bin', 'rb') as fid:
+ case_name = struct.unpack('127s', fid.read(127))[0] # @UnusedVariable
+ prelut_name = struct.unpack('127s', fid.read(127))[0] # @UnusedVariable
+ self.r = struct.unpack('d', fid.read(8))[0] # @UnusedVariable
+ self.zHub = struct.unpack('d', fid.read(8))[0]
+ on_mismatch = 'input_par'
+ f = [f for f in os.listdir(self.path) if f.endswith('.par')][0]
+ lines = (self.path / f).read_text().split("\n")
+
+ self.prefix = lines[0].strip()
+ self.nx, self.ny = map(int, lines[2:4])
+ self.dx, self.dy = map(float, lines[4:6]) # @UnusedVariable
+ self.sigmax, self.sigmay = map(float, lines[6:8]) # @UnusedVariable
+
+ def set_Value(n, v):
+ if on_mismatch == 'raise' and getattr(self, n) != v:
+ raise ValueError("Mismatch between CaseData.bin and %s: %s %s!=%s" % (f, n, getattr(self, n), v))
+ elif on_mismatch == 'input_par':
+ setattr(self, n, v)
+
+ set_Value('low_level', int(lines[11]))
+ set_Value('high_level', int(lines[12]))
+ set_Value('z0', float(lines[8])) # roughness level
+ set_Value('zHub', float(lines[10])) # hub height
+ self.nx0 = self.nx // 4
+ self.ny0 = self.ny // 2
+
+ self.x = np.arange(-self.nx0, self.nx * 3 / 4) * self.dx # rotor is located 1/4 downstream
+ self.y = np.arange(self.ny // 2) * self.dy
+ self.zlevels = np.arange(self.low_level, self.high_level + 1)
+
+ if self.low_level == self.high_level == 9999:
+ self.z = [self.zHub]
+ else:
+ if not hasattr(self, 'ds'):
+ with open(self.path / "levels.txt") as fid:
+ level, z = fid.readline().split()
+ self.ds = np.round(np.log(float(z) / self.z0) / int(level), 5)
+
+ self.z = self.z0 * np.exp(self.zlevels * self.ds)
+
+ def mirror(self, x, anti_symmetric=False):
+ x = np.asarray(x)
+ return np.concatenate([((1, -1)[anti_symmetric]) * x[::-1], x[1:]])
+
+ def lut_exists(self, zlevels=None):
+ return {uvwp_lt for uvwp_lt in ['UL', 'UT', 'VL', 'VT', 'WL', 'WT', 'PL', 'PT']
+ if np.all([(self.path / (self.prefix + '%04d%s.dat' % (j, uvwp_lt))).exists()
+ for j in (zlevels or self.zlevels)])}
+
+ def load_luts(self, UVLT=['UL', 'UT', 'VL', 'VT'], zlevels=None):
+ luts = np.array([[np.fromfile(str(self.path / (self.prefix + '%04d%s.dat' % (j, uvlt))), np.dtype('<f'), -1)
+ for j in (zlevels or self.zlevels)] for uvlt in UVLT]).astype(np.float)
+ return luts.reshape((len(UVLT), len(zlevels or self.zlevels), self.ny // 2, self.nx))
diff --git a/py_wake/utils/get_models.py b/py_wake/utils/model_utils.py
similarity index 81%
rename from py_wake/utils/get_models.py
rename to py_wake/utils/model_utils.py
index 45c9ee52ff0ee587b0c1c282d68e4ba10fdcf370..30a7f73345bc886efc27efdcaad188b66dabdf9b 100644
--- a/py_wake/utils/get_models.py
+++ b/py_wake/utils/model_utils.py
@@ -16,6 +16,7 @@ from py_wake.ground_models import GroundModel
from py_wake.deficit_models.noj import NOJDeficit
from py_wake.ground_models.ground_models import NoGround
import numpy as np
+from numpy import newaxis as na
exclude_dict = {
WindFarmModel: ([EngineeringWindFarmModel], [], PropagateDownwind),
@@ -111,6 +112,24 @@ def get_signature(cls, kwargs={}, indent_level=0):
return "%s(%s)" % (cls.__name__, arg_str)
+def get_model_input(wfm, x, y, ws=10, wd=270, yaw_ilk=[[[0]]]):
+ ws, wd = [np.atleast_1d(v) for v in [ws, wd]]
+ x, y = map(np.asarray, [x, y])
+ dw_ijl, hcw_ijl, dh_ijl, dw_ind = wfm.site.distances(src_x_i=[0], src_y_i=[0], src_h_i=[0],
+ dst_x_j=x, dst_y_j=y, dst_h_j=x * 0,
+ wd_il=wd[na])
+ sim_res = wfm([0], [0], ws=ws, wd=wd, yaw_ilk=yaw_ilk)
+
+ args = {'dw_ijl': dw_ijl, 'hcw_ijl': hcw_ijl, 'dh_ijl': dh_ijl,
+ 'D_src_il': np.atleast_1d(wfm.windTurbines.diameter())[na]}
+ args.update({k: sim_res[n].ilk() for k, n in [('yaw_ilk', 'Yaw'),
+ ('WS_ilk', 'WS'),
+ ('WS_eff_ilk', 'WS_eff'),
+ ('ct_ilk', 'CT')]})
+ args['yaw_ilk'] = np.deg2rad(args['yaw_ilk'])
+ return args
+
+
def main():
if __name__ == '__main__':
list_models()
diff --git a/py_wake/wind_farm_models/engineering_models.py b/py_wake/wind_farm_models/engineering_models.py
index 81d632ed70c0f9568068593c8abef7a4c8905010..f172b8535c06c016e6206c557c8d5e00f6f69b27 100644
--- a/py_wake/wind_farm_models/engineering_models.py
+++ b/py_wake/wind_farm_models/engineering_models.py
@@ -77,7 +77,7 @@ class EngineeringWindFarmModel(WindFarmModel):
self.deficit_initalized = False
self.args4deficit = self.wake_deficitModel.args4deficit
- self.args4deficit = set(self.args4deficit) | set(self.rotorAvgModel.args4rotor_avg_deficit)
+ self.args4deficit = set(self.args4deficit) | {'yaw_ilk'} | set(self.rotorAvgModel.args4rotor_avg_deficit)
if self.blockage_deficitModel:
self.args4deficit = set(self.args4deficit) | set(self.blockage_deficitModel.args4deficit)
if self.groundModel:
@@ -136,7 +136,7 @@ class EngineeringWindFarmModel(WindFarmModel):
def _calc_deficit(self, dw_ijlk, **kwargs):
"""Calculate wake (and blockage) deficit"""
- deficit = self.groundModel(lambda **kwargs: self.rotorAvgModel(self.wake_deficitModel.calc_deficit, **kwargs),
+ deficit = self.groundModel(lambda **kwargs: self.rotorAvgModel(self.wake_deficitModel.calc_deficit_downwind, **kwargs),
dw_ijlk=dw_ijlk, **kwargs)
return self._add_blockage(deficit, dw_ijlk, **kwargs)
@@ -166,7 +166,7 @@ class EngineeringWindFarmModel(WindFarmModel):
if yaw_ilk is None:
yaw_ilk = np.zeros((I, L, K))
else:
- yaw_ilk = np.deg2rad(yaw_ilk)
+ yaw_ilk = np.zeros((I, L, K)) + np.deg2rad(yaw_ilk)
if self.wec != 1:
hcw_iil = hcw_iil / self.wec
@@ -222,18 +222,16 @@ class EngineeringWindFarmModel(WindFarmModel):
'yaw_ilk': lambda: np.deg2rad(get_ilk('Yaw')()),
'D_src_il': lambda: wt_d_i[:, na],
'D_dst_ijl': lambda: np.zeros_like(dh_ijl),
- 'dh_ijl': lambda: dh_ijl,
'h_il': lambda: wt_h_i.data[:, na],
'ct_ilk': get_ilk('CT')}
if self.deflectionModel:
- dw_ijlk, hcw_ijlk = self.deflectionModel.calc_deflection(
- dw_ijl, hcw_ijl,
- **{k: arg_funcs[k]() for k in self.deflectionModel.args4deflection})
+ dw_ijlk, hcw_ijlk, dh_ijlk = self.deflectionModel.calc_deflection(
+ dw_ijl=dw_ijl, hcw_ijl=hcw_ijl, dh_ijl=dh_ijl,
+ ** {k: arg_funcs[k]() for k in self.deflectionModel.args4deflection})
else:
- dw_ijlk, hcw_ijlk = dw_ijl[..., na], hcw_ijl[..., na]
- arg_funcs['cw_ijlk'] = lambda: np.hypot(dh_ijl[..., na], hcw_ijlk)
- arg_funcs['dw_ijlk'] = lambda: dw_ijlk
- arg_funcs['hcw_ijlk'] = lambda: hcw_ijlk
+ dw_ijlk, hcw_ijlk, dh_ijlk = dw_ijl[..., na], hcw_ijl[..., na], dh_ijl[..., na]
+ arg_funcs.update({'cw_ijlk': lambda: np.hypot(dh_ijl[..., na], hcw_ijlk),
+ 'dw_ijlk': lambda: dw_ijlk, 'hcw_ijlk': lambda: hcw_ijlk, 'dh_ijlk': lambda: dh_ijlk})
args = {k: arg_funcs[k]() for k in self.args4deficit if k != 'dw_ijlk'}
arg_funcs['wake_radius_ijlk'] = lambda: self.wake_deficitModel.wake_radius(dw_ijlk=dw_ijlk, **args)
@@ -385,7 +383,7 @@ class PropagateDownwind(EngineeringWindFarmModel):
ct_jlk = []
if not self.deflectionModel:
- dw_ijlk, hcw_ijlk = dw_iil[..., na], hcw_iil[..., na]
+ dw_ijlk, hcw_ijlk, dh_ijlk = dw_iil[..., na], hcw_iil[..., na], dh_iil[..., na]
if self.turbulenceModel:
add_turb_nk = np.zeros((I * I * L, K))
@@ -437,7 +435,7 @@ class PropagateDownwind(EngineeringWindFarmModel):
if self.turbulenceModel:
TI_eff_mk.append(self.turbulenceModel.calc_effective_TI(TI_mk[m], add_turb_nk[n_uw]))
- ct_lk, power_lk = self.windTurbines._ct_power(WS_eff_lk, type_i[i_wt_l])
+ ct_lk, power_lk = self.windTurbines._ct_power(WS_eff_lk, type_i[i_wt_l], yaw_ilk[i_wt_l, i_wd_l])
power_jlk.append(power_lk)
ct_jlk.append(ct_lk)
@@ -452,27 +450,26 @@ class PropagateDownwind(EngineeringWindFarmModel):
'D_src_il': lambda: D_i[i_wt_l][na],
'yaw_ilk': lambda: yaw_mk[m][na],
'D_dst_ijl': lambda: D_i[dw_order_indices_dl[:, j + 1:]].T[na],
- 'dh_ijl': lambda: dh_n[n_dw][na],
'h_il': lambda: h_i[i_wt_l][na],
'ct_ilk': lambda: ct_lk[na],
'wake_radius_ijlk': lambda: wake_radius_ijlk
}
if self.deflectionModel:
- dw_ijlk, hcw_ijlk = self.deflectionModel.calc_deflection(
- dw_ijl=dw_n[n_dw][na], hcw_ijl=hcw_n[n_dw][na],
- **{k: arg_funcs[k]() for k in self.deflectionModel.args4deflection})
+ dw_ijlk, hcw_ijlk, dh_ijlk = self.deflectionModel.calc_deflection(
+ dw_ijl=dw_n[n_dw][na], hcw_ijl=hcw_n[n_dw][na], dh_ijl=dh_n[n_dw][na],
+ ** {k: arg_funcs[k]() for k in self.deflectionModel.args4deflection})
else:
- dw_ijlk, hcw_ijlk = dw_n[n_dw][na, :, :, na], hcw_n[n_dw][na, :, :, na],
+ dw_ijlk, hcw_ijlk, dh_ijlk = [v[n_dw][na, :, :, na] for v in [dw_n, hcw_n, dh_n]]
- arg_funcs['hcw_ijlk'] = lambda: hcw_ijlk
# sqrt(a**2+b**2) as hypot does not support complex numbers
- cw_ijlk = np.sqrt(dh_n[n_dw][na, :, :, na]**2 + hcw_ijlk**2)
- arg_funcs['cw_ijlk'] = lambda: cw_ijlk
+ cw_ijlk = np.sqrt(dh_ijlk**2 + hcw_ijlk**2)
+
+ arg_funcs.update({'hcw_ijlk': lambda: hcw_ijlk, 'cw_ijlk': lambda: cw_ijlk, 'dh_ijlk': lambda: dh_ijlk})
args = {k: arg_funcs[k]() for k in self.args4deficit if k != "dw_ijlk"}
hcw_nk.append(hcw_ijlk[0])
- dh_nk.append(dh_n[n_dw][:, :, na])
+ dh_nk.append(dh_ijlk[0])
cw_nk.append(cw_ijlk[0])
# Calculate deficit
@@ -567,24 +564,23 @@ class All2AllIterative(EngineeringWindFarmModel):
'D_src_il': D_src_il,
'D_dst_ijl': D_src_il[na],
'cw_ijlk': cw_iil[..., na],
- 'dh_ijl': dh_iil,
+ 'dh_ijlk': dh_iil[..., na],
'h_il': h_i[:, na]
}
# Iterate until convergence
for j in tqdm(range(I), disable=I <= 1 or not self.verbose, desc="Calculate flow interaction", unit="wt"):
- ct_ilk, power_ilk = self.windTurbines._ct_power(WS_eff_ilk, type_i)
+ ct_ilk, power_ilk = self.windTurbines._ct_power(WS_eff_ilk, type_i, yaw_ilk)
args['ct_ilk'] = ct_ilk
args['WS_eff_ilk'] = WS_eff_ilk
if self.deflectionModel:
- dw_ijlk, hcw_ijlk = self.deflectionModel.calc_deflection(dw_ijl=dw_iil, hcw_ijl=dw_iil, **args)
- args['dw_ijlk'] = dw_ijlk
- args['hcw_ijlk'] = hcw_ijlk
- args['cw_ijlk'] = np.hypot(dh_iil[..., na], hcw_ijlk)
+ dw_ijlk, hcw_ijlk, dh_ijlk = self.deflectionModel.calc_deflection(
+ dw_ijl=dw_iil, hcw_ijl=dw_iil, dh_ijl=dh_iil, **args)
+ args.update({'dw_ijlk': dw_ijlk, 'hcw_ijlk': hcw_ijlk, 'dh_ijlk': dh_ijlk,
+ 'cw_ijlk': np.hypot(dh_iil[..., na], hcw_ijlk)})
else:
- args['dw_ijlk'] = dw_iil[..., na]
- args['hcw_ijlk'] = hcw_iil[..., na]
+ args.update({'dw_ijlk': dw_iil[..., na], 'hcw_ijlk': hcw_iil[..., na], 'dh_ijlk': dh_iil[..., na]})
self._init_deficit(**args)
if self.turbulenceModel:
args['TI_eff_ilk'] = TI_eff_ilk
diff --git a/py_wake/wind_turbines.py b/py_wake/wind_turbines.py
index 203fce873320b8e3632f9ee4777ad3fe902c9ac0..f3cb52e318a29fe309688775872548adc9e1310f 100644
--- a/py_wake/wind_turbines.py
+++ b/py_wake/wind_turbines.py
@@ -3,6 +3,7 @@ import xml.etree.ElementTree as ET
from scipy.interpolate.fitpack2 import UnivariateSpline
from autograd.core import defvjp, primitive
from matplotlib.patches import Ellipse
+from inspect import signature
class WindTurbines():
@@ -29,11 +30,15 @@ class WindTurbines():
self._names = np.array(names)
self._diameters = np.array(diameters)
self._hub_heights = np.array(hub_heights)
- self.ct_funcs = ct_funcs
+
+ def add_yaw_model(func_lst, yaw_model):
+ return [(f, yaw_model(f))[len(signature(f).parameters) == 1] for f in func_lst]
+ self.ct_funcs = add_yaw_model(ct_funcs, CTYawModel)
+ power_funcs = add_yaw_model(power_funcs, YawModel)
+
assert len(names) == len(diameters) == len(hub_heights) == len(ct_funcs) == len(power_funcs)
power_scale = {'w': 1, 'kw': 1e3, 'mw': 1e6, 'gw': 1e9}[power_unit.lower()]
if power_scale != 1:
- self.power_funcs = list([lambda ws, f=f: f(ws) * power_scale for f in power_funcs])
self.power_funcs = list([PowerScaler(f, power_scale) for f in power_funcs])
else:
self.power_funcs = power_funcs
@@ -56,7 +61,7 @@ class WindTurbines():
"""
return self._info(self._names, types)
- def power(self, ws_i, type_i=0):
+ def power(self, ws_i, type_i=0, yaw_i=0):
"""Power in watt
Parameters
@@ -72,9 +77,9 @@ class WindTurbines():
power : array_like
Power production for the specified wind turbine type(s) and wind speed
"""
- return self._ct_power(np.atleast_1d(ws_i), type_i)[1]
+ return self._ct_power(np.atleast_1d(ws_i), type_i, yaw_i=yaw_i)[1]
- def ct(self, ws_i, type_i=0):
+ def ct(self, ws_i, type_i=0, yaw_i=0):
"""Thrust coefficient
Parameters
@@ -89,7 +94,7 @@ class WindTurbines():
ct : array_like
Thrust coefficient for the specified wind turbine type(s) and wind speed
"""
- return self._ct_power(ws_i, type_i)[0]
+ return self._ct_power(ws_i, type_i, yaw_i=yaw_i)[0]
def types(self):
return np.arange(len(self._names))
@@ -118,27 +123,30 @@ class WindTurbines():
d_i = np.zeros(N) + d_i
return np.asarray(type_i), np.asarray(h_i), np.asarray(d_i)
- def _ct_power(self, ws_i, type_i=0):
+ def _ct_power(self, ws_i, type_i=0, yaw_i=0):
ws_i = np.asarray(ws_i)
t = np.unique(type_i) # .astype(int)
if len(t) > 1:
if type_i.shape != ws_i.shape:
type_i = (np.zeros(ws_i.shape[0]) + type_i)
+ if np.asarray(yaw_i).shape != ws_i.shape:
+ yaw_i = (np.zeros(ws_i.shape[0]) + yaw_i)
type_i = type_i.astype(int)
- CT = np.array([self.ct_funcs[t](ws) for t, ws in zip(type_i, ws_i)])
- P = np.array([self.power_funcs[t](ws) for t, ws in zip(type_i, ws_i)])
+ CT = np.array([self.ct_funcs[t](ws, yaw) for t, ws, yaw in zip(type_i, ws_i, yaw_i)])
+ P = np.array([self.power_funcs[t](ws, yaw) for t, ws, yaw in zip(type_i, ws_i, yaw_i)])
return CT, P
else:
- return self.ct_funcs[int(t[0])](ws_i), self.power_funcs[int(t[0])](ws_i)
+ return self.ct_funcs[int(t[0])](ws_i, yaw_i), self.power_funcs[int(t[0])](ws_i, yaw_i)
def set_gradient_funcs(self, power_grad_funcs, ct_grad_funcs):
def add_grad(f_lst, df_lst):
for i, f in enumerate(f_lst):
@primitive
- def wrap(wsp, f=f):
- return f(wsp)
+ def wrap(wsp, yaw, f=f):
+ return f(wsp, yaw)
- defvjp(wrap, lambda ans, wsp, df_lst=df_lst, i=i: lambda g, df_lst=df_lst, i=i: g * df_lst[i](wsp))
+ defvjp(wrap, lambda ans, wsp, yaw, df_lst=df_lst, i=i:
+ lambda g, df_lst=df_lst, i=i: g * df_lst[i](wsp))
f_lst[i] = wrap
add_grad(self.power_funcs, power_grad_funcs)
@@ -158,7 +166,7 @@ class WindTurbines():
"""
# make curve tabular
ws = np.arange(0, 100, .001)
- curve = func(ws)
+ curve = func(ws, yaw=0)
# smoothen curve to avoid spline oscillations around steps (especially around cut out)
n, e = 99, 3
@@ -179,10 +187,11 @@ class WindTurbines():
for spline in spline_lst:
@primitive
- def f(ws):
+ def f(ws, yaw=0):
+ assert np.all(yaw == 0), "Gradients of yaw not implemented"
return spline(ws)
- def f_vjp(ans, ws):
+ def f_vjp(ans, ws, yaw=0):
def gr(g):
return g * spline.derivative()(ws)
return gr
@@ -429,9 +438,14 @@ class OneTypeWindTurbines(WindTurbines):
@staticmethod
def from_tabular(name, diameter, hub_height, ws, power, ct, power_unit):
+ def power_func(u):
+ return np.interp(u, ws, power)
+
+ def ct_func(u):
+ return np.interp(u, ws, ct)
return OneTypeWindTurbines(name=name, diameter=diameter, hub_height=hub_height,
- ct_func=lambda u, ws=ws, ct=ct: np.interp(u, ws, ct),
- power_func=lambda u, ws=ws, power=power: np.interp(u, ws, power),
+ ct_func=ct_func,
+ power_func=power_func,
power_unit=power_unit)
def set_gradient_funcs(self, power_grad_funcs, ct_grad_funcs):
@@ -443,8 +457,25 @@ class PowerScaler():
self.f = f
self.power_scale = power_scale
- def __call__(self, ws):
- return self.f(ws) * self.power_scale
+ def __call__(self, ws, yaw):
+ return self.f(ws, yaw) * self.power_scale
+
+
+class YawModel():
+ def __init__(self, func):
+ self.func = func
+
+ def __call__(self, ws, yaw):
+ return self.func(np.cos(yaw) * ws)
+
+
+class CTYawModel(YawModel):
+ def __call__(self, ws, yaw):
+ # ct_n = ct_curve(cos(yaw)*ws)*cos^2(yaw)
+ # mapping to downwind deficit, i.e. ct_x = ct_n*cos(yaw) = ct_curve(cos(yaw)*ws)*cos^3(yaw),
+ # handled in deficit model
+ co = np.cos(yaw)
+ return self.func(co * ws) * co**2
class Interp(object):