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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Fresnel/Fraunhofer Diffraction Demo"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already up-to-date: cvpr_2022_itt_pkg in c:\\users\\nchim\\anaconda3\\lib\\site-packages (0.0.24)\n"
]
}
],
"source": [
"!pip install --upgrade cvpr_2022_itt_pkg"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import cvpr_2022_itt_pkg as ez\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Fresnel Diffraction\n",
"\n",
"These first few examples show Fresnel Diffraction in the case of a square and circle diffracting screen. The most obvious value to change would be `L`, however, try changing around the aperture size `D` as well and see what happens. \n",
"\n",
"In the third example, we use a small value for `D` giving us an interesting result... Does this look familiar? (Hint: Try googling Fresnel diffraction and see what it looks like. Why are we seeing this?)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 513 # 1d-size of the window (pixels)\n",
"D = 0.2 # radius of aperture (meters)\n",
"L = 5000 # propagation distance from screen (meters)\n",
"\n",
"# This function provides a fast way to make the aperture\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N), r=D / 2, shape='square')\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Square diffracting screen')\n",
"plt.imshow(aperture,\n",
" extent=[-T / 2, T / 2, -T / 2, T / 2])\n",
"\n",
"# Doing the Fresnel propagation\n",
"xx, yy, out = ez.physics.fresnel(\n",
" aperture * 1.0, # the input wave\n",
" T, # size of window (meters)\n",
" wvl=550e-9, # wavelength (meters)\n",
" z=L) # propagation distance (meters)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Fresnel Diffraction at {} meters'.format(L))\n",
"plt.imshow(\n",
" np.real(out),\n",
" extent=[xx[N // 2, 0], xx[N // 2, -1], yy[0, N // 2], yy[-1, N // 2]])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 513 # 1d-size of the window (pixels)\n",
"D = 0.2 # radius of aperture (meters)\n",
"L = 5000 # propagation distance from screen (meters)\n",
"\n",
"# This function provides a fast way to make the aperture\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N),\n",
" r=D / 2,\n",
" shape='circle')\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Circular diffracting screen')\n",
"plt.imshow(aperture,\n",
" extent=[-T / 2, T / 2, -T / 2, T / 2])\n",
"\n",
"# Doing the Fresnel propagation\n",
"xx, yy, out = ez.physics.fresnel(\n",
" aperture * 1.0, # the input wave\n",
" T, # size of window (meters)\n",
" wvl=550e-9, # wavelength (meters)\n",
" z=L) # propagation distance (meters)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Fresnel Diffraction at {} meters'.format(L))\n",
"plt.imshow(\n",
" np.real(out),\n",
" extent=[xx[N // 2, 0], xx[N // 2, -1], yy[0, N // 2], yy[-1, N // 2]])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 513 # 1d-size of the window (pixels)\n",
"D = 0.005 # radius of aperture (meters)\n",
"L = 5000 # propagation distance from screen (meters)\n",
"\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N),\n",
" r=D / 2,\n",
" shape='circle')\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Circular diffracting screen (small)')\n",
"plt.imshow(aperture,\n",
" extent=[-T / 2, T / 2, -T / 2, T / 2])\n",
"\n",
"# Doing the Fresnel propagation\n",
"xx, yy, out = ez.physics.fresnel(\n",
" aperture * 1.0, # The input wave\n",
" T, # size of window (meters)\n",
" wvl=550e-9,\n",
" z=L)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Fresnel Diffraction at {} meters'.format(L))\n",
"plt.imshow(\n",
" np.real(out),\n",
" extent=[xx[N // 2, 0], xx[N // 2, -1], yy[0, N // 2], yy[-1, N // 2]])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Fraunhofer Diffraction\n",
"\n",
"These first few examples show Fraunhofer Diffraction in the case of a square and circle diffracting screen. Again, try changing `L` and `D` and see what happens. \n",
"\n",
"You might notice something here. The default parameters are the same as those in the case of Fresnel, however, they look very different? Why is that? What could be changed within the Fresnel example to make them look a bit more similar?\n",
"\n",
"\n",
"In the third example, we use a small value for `D` again, this time to compare the shape of the diffraction equations. Try again changing `L`. When do the curves begin to match?"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 513 # 1d-size of the window (pixels)\n",
"D = 0.2 # radius of aperture (meters)\n",
"L = 5000 # propagation distance from screen (meters)\n",
"\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N),\n",
" r=D / 2,\n",
" shape='square')\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Square diffracting screen')\n",
"plt.imshow(aperture,\n",
" extent=[-T / 2, T / 2, -T / 2, T / 2])\n",
"\n",
"# Doing the Fraunhofer propagation\n",
"xx, yy, out = ez.physics.fraunhofer(\n",
" aperture * 1.0, # The input wave\n",
" T, # size of window (meters)\n",
" wvl=550e-9,\n",
" z=L)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Fraunhofer Diffraction at {} meters'.format(L))\n",
"plt.imshow(\n",
" np.real(out),\n",
" extent=[xx[N // 2, 0], xx[N // 2, -1], yy[0, N // 2], yy[-1, N // 2]])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 513 # 1d-size of the window (pixels)\n",
"D = 0.2 # radius of aperture (meters)\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N),\n",
" r=D / 2,\n",
" shape='circle')\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Circular diffracting screen')\n",
"plt.imshow(aperture)\n",
"\n",
"# Doing the Fraunhofer propagation\n",
"xx, yy, out = ez.physics.fraunhofer(\n",
" aperture * 1.0, # The input wave\n",
" T, # size of window (meters)\n",
" wvl=550e-9,\n",
" z=L)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Fraunhofer Diffraction at {} meters'.format(L))\n",
"plt.imshow(\n",
" np.real(out),\n",
" extent=[xx[N // 2, 0], xx[N // 2, -1], yy[0, N // 2], yy[-1, N // 2]])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"T = 1 # 1d-size of the window (meters)\n",
"N = 1025 # 1d-size of the window (pixels)\n",
"D = 0.04 # radius of aperture (meters)\n",
"L = 1000 # propagation distance from screen (meters)\n",
"\n",
"aperture = ez.shape_mask(ez.linspace(-T / 2, T / 2, N), r=D / 2, shape='circle')\n",
"\n",
"\n",
"plt.figure(figsize=(9, 6))\n",
"plt.subplot(121)\n",
"plt.title('Circular diffracting screen')\n",
"plt.imshow(aperture,\n",
" extent=[-T / 2, T / 2, -T / 2, T / 2])\n",
"\n",
"# Doing both fresnel and fraunhofer diffraction for the aperture\n",
"xx_fraun, yy, out_fraun = ez.physics.fraunhofer(aperture * 1.0, T, wvl=550e-9, z=L)\n",
"xx_fres, yy, out_fres = ez.physics.fresnel(aperture * 1.0, T, wvl=550e-9, z=L)\n",
"\n",
"plt.subplot(122)\n",
"plt.title('Diffraction by screen')\n",
"plt.plot(xx_fraun[N // 2, :], (np.abs(out_fraun[N // 2, :]) / np.amax(np.abs(out_fraun))) ** 2, label='Fraunhofer')\n",
"plt.plot(xx_fres[N // 2, :], (np.abs(out_fres[N // 2, :]) / np.amax(np.abs(out_fres))) ** 2, label='Fresnel')\n",
"plt.xlim(np.amin(xx_fraun[N // 2, :]) / 4, np.amax(xx_fraun[N // 2, :]) / 4)\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## A Lens Example\n",
"\n",
"An example of the phase correcting nature of a lens. Here we show the incident wave, the lens operation, and their multiplication. The resulting multiplication produces approximately a flat difference between the two expressions (add a plt.colorbar() to see this -- it is approximately flat!). The resulting PSF is then formed. This is a case when the spherical wave is perfectly in focus. \n",
"\n",
"You can change things here to make it out of focus, however, there is a separate demo dedicated to just that."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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HawmEYfeHngF+JSIZYq2vHiNW5PfheADLPmXb3+HfDrJsw/EEMF5ErrD7YW4ROVZGjtHyBtAjIv8lVnBIXUSOFJFjR8g/9NhG4Gd2X80nIsfbaYdqcx3+RVFKdWMJc/8nImfYz2wlVoy1OixPIIB3gIViBYAvAm4YcqpmrJhFQ7lRRAL2s3gN++r+Bz3f+yLW3wAvseu02LZjHnBQS9YcPhyOoHD4cwVWg7oVK6jh0MqJUiqOpUJejRW47XOkBGJRSq3D6mD9wU7faed9X5RSW7E68tW2m91Ibk2rsFwc96ZsC9ZsDsqKwno9ViPfidWBWD7kWo1Y4sgcUjom9vrHRVgdllYslf4/cZ5vh88OK7BEuf7XD7ECxy0HnhGREFajOesgz3cG8J6I9NrnWaKUig7NpJR6HrgRy3uoESuA2dA1ycuAt7A6Ck8Cf7ePfRTrL6mWiuX+/S7WzMdIPI0lkG7HcpGMMtht8kH7vV1E1g9z/D+wOkEvA7vt4z/MIMHhM4YthK3GGrwvP0DWYeuH3Qn/KlbU/3qs2bbUZQXfxGq7QlhC/cEOoC/BilnUKfv+6eGyg/5igFKqDbgIK3BzO1ag03VYs5DD8X71aej5P0g7ey/WIL/afv3kAHlT+SrwI9uufZ/BQTGLsOIw9WAt81qFJXaA5X3iATZj9SMeYuQlGTdh2ZnddhnvGiHf+2L3X07Hso0NWMsVfs5gsSk1vwGcgxWfYjeWe/nfsJZ4vd+1+o8dixXArg6rT/dBbK7DvzDKCnr4XeCXWPVpLVa9PkVZMZPAqhcbgBqsejLUpv0U+J7d//9myv5VWGOJ57GWGTzzIc93MHRijWV22N/nbuB/HY+dTwYZvKzewcHBwcHh4BARBYxLWX7k4ODwT4DteVAHXKaUevFTuH4N8EWl1HOf9LUdHBw+HWwvh92A2/EO/NfCmcF1cHBwcHBwcDjMsZcjZNnLk76L5QXouPs6ODg4OHysfGyCgr0mZ5uI7BSRb39c13FwcDh8cOyCg4PDUBy78JFxHFaw5TYst/jF9t8/Ojg4ODg4fGx8LEse7GA524HTsFzu3sSKerz5I7+Yg4PDYYFjFxwcHIbi2AUHBwcHB4fDm4/LQ2EmsFMpVW0HBFyKFczHwcHhXxfHLjg4OAzFsQsODg4ODg6HMa6P6bylDI7OXccBoo/rwaAaNVrwagl2h/LxtiokniSe7SEjt48CV4jaeDaJNi+u7hjK6yaWK5RndOCRJDWRXLR2F3ooivJ4iOVoFGZ2k6VFaExmEOoK4O1MQjKJkeYjkW1SHuwkIAmakhn0dAfwdJtINIbyeohn6vgzYhR7utCApkQGoZAfT49CC8dAE4ygl0QGZAX7yHf1oqHoMAK0RtLQezXcvQbE4yAapt9DMigQNMj39ZKpRdBECJs6bYl0whEPekRwhU0kngDDBE1DedwYfg3DB/gM0j0xMvUIfkmgi2AqRVS56DW9hJI+4nEXkhC0OGgJhZZQSNIAwwBTgVIgApqApoOuoTRB6f0vUFrKS7AkJ1HWSsz+f4OXFK8WZe9U/S8B0z7ETHkZIIayXqayvqM5TLl0HeXSMd1ivTyg3AqPJ0m6K0qaFsMnSTQRDKWIKDfdhp9Q3AtRHT0KetREYgkwTes7etwkAxqGXxHwx8l19xLUkphK0W36aY2mQZ+Oq0+hReLWcV4PiTQdI80k399Ljh7GRGhNptHVF8TdA3pfDEyFGfCSyBDS0iMUuXtQQEM8k0iPD0+3gcTiKJ+XeKZGRmaYIlcPYeWmLpyNq0ND742Cy0U8y0VadphiVw9dpp/mnky87SYSj2Ok+zBzk1T624krF7U9OXjbFRJLkMz04s6LUe7ppCWZTk97EE9nHOVxEcsXKtPbiCsXDZ3ZxOvr2pRSqf+b/klySHYhM0dXBaUe9nbn4WtNgqmI5bkpyO4mXYuyO5KH3qqh9cUwg16SeSajA9Z3rQ3l4G1TSCyOkebDyDWoCLQjQE04F71TR++JgUsnnuUikBWhxN1NVLmoDefg6tLQQzFASGZ4MLIMyvxdBCVBh+mnpTcDd4+g98ZAWc9APENIT4tQ6O5BR9FhBmgNp6GHNNy9SYgnwKVjBNwkgoI3GKfAEyKoJUkq6DICtMcCSJ+OK6zQoglIGqCJbQt0kj7Q/UmyPBEy9Aheuy7GlNBr+OhJ+ojF3Ehc0OOgx0wkkWIDYFA9Uy7BdAmmG6v+uxSiK1y6gVsz8GjWuwsDl5joYqKhBl4DJmGY30+lvJvIwMtQGkmlkUQnYerETes9aegoQyApaAZoCdCSCkkOsWOp38GtY3g1DA8oj8LrTZDhipKmRwfdmx7DT1fcjxFx4YqCHjEsW2sqcOmYPjfJgKCCBrneMFl6GJdAn+miJZ5OrM+Du0+hh+3fxOMmkebCSDfJD/SSo4UxEJoTGYR6U9oKEYw0L4kMRUFaiBwtTJ9yUxfJQu/ScfXEQSmMDC/JLJPyQAc+SdKYyKSvy4+nKwlJAyPDi5FtUBloRwF7wrno7Tp6bxTl9QxqD3eH83C17asXRr7JaH8bIdNHS2cm3rYEaEI038WozDYExY53Y4eNXcjL0VVZuY6pFEb/c6XsZwvN/qwN7Fcp6UrJoP1KgVJiNV0p7wx6ty+c2tYNvMvgf01PSZOh+4Z8lhH273f8COmpyHB5Rtp3oPzDccB8H0dQ7+GsyfsnDc03YsmGO8dw+YfmS9lW75cuw+8n9REaznj2/zBD0+yHRextGdi2bPCgdwFBoYlto+13TdSg/Rommih0zIF0DYWOQhNBR1i/Mf5p2oVDwiNe5SP4aRfDweEzT4jOYe3CxyUoHKh/aWUQuQ64DiC3xMNtT4ziqlVfYO5fk7iNNmovrmDB5a/z+ZzXuGHXVfhvKyPn2WriJ5ZRfZXw5xPuxCNBrnvjCmbc6SHwZjWx+ZVUXyb8Zu5SqtzwjZ3Xoj9YStGKWijWaFhYRs75dfxqzIP0qWK+ue0iSh8r4JhnGlBmhNCC0dSdbfD/Zj/LovT3eCUynR9vWEjFyjTyX26CSBfJ2aOoOzlI6Um1fLtyBRPcSV4IT+BXW08j89VsjnitD9f2Wsh0EZtcTtMsL65ZnVw3/lUWBrcAQVZFpvCPPcfT+04R499RZG3qQnqbrT8YqsgjdEQOHRN1YpMjzKnaxdm5GzjGW0+65qXV8PNWtJznOiexrn4Uyd3p5O0VqvYmCdT1obf1oMI9qGQS8biQnDTMrHSSuX4ieR4iuRrRXCGerUhmJ/FmRsnN6KMwEKLIH6LQ00OOq48cVy/pWoSgFsMnCXySREfhFnO/nzehNAyEqHIRVW76TC8h009HMo2OZJDmeAZNkXSaw+m09wSJdftwdbrwdAq+doW/w8TfGsfVHkHrCqF6e1GJJCIuxJ+OkZdJuCxIqNxFqEIRHx1iRuleTs3ezDG+WvJ1k5CpeCtWyBPt01hdPQbve35ythikb+2ApjYwQGUW0n1kFq1HC+lHNfH5iteY568GFCv6xvG3HccTX5tD0ZoY3vdqIZkkWVxO05wgam4n3zziWU4O1LAtEeRnNQupf7GcshfDuDbvgUAWrccXETqjlxunrWCufw/LQhP49ZrTKHtSJ/213YjPT9O8EjyLW/jjhAcJSoL/2HURHY+WUfJkHRgmTSeWk3VxPXeOfYDqRB7fePVzjL4HfO/UEB5fRf0VCW6ddSdxpfPl166g6nbwvFtLx8wxpF9Tz9Ix9/OPjuN4+p7jKL9/D4mSPHZc6+aO+X+jNpHLlePr9nwcFf4gOSS7kF/iJvGVHzP/1h7EF6X6imK+duGTzAns4Kq3r2HG3wIEemroXlCFcU07f510N29GZvE/Ty1m3j0h9HgbrQuq8F3axB8m3MeO+JF887WLmLlU8K+rJjmrnF0X+fnyac9yYfoG7utewN+fP4k5y+J4unZjTith78JMjjpjC/9duoI+VcD3dy8m8UwFE5/uRuupQ00qpuGkHFyntnHjESuY4W1idXQqP9+2gMyX85j4Si96dy2S56dvWimNc1yUzGrg6xUvMsvXQJuRx31ds3h489HkrPNzxPoInu2NKAkjZdmEJxTQNtVNeEqEE8ft5LzctzjK24IbP9XJXJ4LHckzjUfQvSuf7J06lbuTBGt60Zo7MBN9iC5IVhpmbgbR4jT6it30FQuRIhNXQYTSvC7GZ7YwMdhIpaeNElcnuVqMgAhucQNuEkoRVRBVGmHlok95CJte+kwvUeUmoXTiykVC6QO/o1sMPJLELQY+SRDUYgS0GEGJE5AkPjHxCbjtHnJCKcLKpN300pTMpDpewJa+YrZ3F1DflkWyxY+/SSPYqAg2JvA19qK196BCvaiEQvMGMXNy6KtMo3u0i9BYg+wxrZxevJVT09+lyhUmAbwTy+HR9mN4ecdYApv85G5KENzagmrvRLQA8fJiWqb76ZsR4byJ73BZ9hry9ARrowXcsnc+dWtKKV6dJLihHhWOYBSU0XBiOvq8Nr474Wnm+OpZF8vj5m0LiT+bR8mLHcjeRszcMuoWZFJ4+h5+NPoxgpLkpw1nsP6pSYxa0Y1W3UBiVCXVi71cdMpLXJa5jodCk/nzs6cx5qEorq17iY6tYvcS+OUJDzDO08LXt11C9L4i8ldWYxTksfPSdK5fuJzZ/mqu23w5+m25ZL5UTXh8JW3Xhnn46NtYHR7HHx86i6q7GlEBL9uuzeT/zryDc8e8e9jYhbJSneVP5hIyrecxZProUx76TO/Acxk2PYQN6z1muogYbiKGm7jpIpp0D4hYCUMnZlhiVtLQSJoahmG9lCmYpoZpCJhiiV32ZxSIYYvnpiAGYIolnlsKWoqgbuc39+2Hfen9aQPHqX37UCBKDc7Tnz7iuxq4e4PSGPpZDdo/kH/I3Zd+RWWoiGG+3692kAzz66uhvrP9A3GRYfYNs23nUzJ0/+D8yhp9D05Lee//rLQh+bWUfNqQPNq+8ivNTh9IU/vSU4/TlD2ho6z9ui0qaAp0S+RFU2i6QtNMRFPouomum7g0E5du4tINvLqBO0UM9rkSeLQkfj2BX0/g1ZIEtDgBPUZAi++zy7ZtTteiBCRJumYSFI28soZP0y4cEj6CzJJTPu1iODh85nlOPTSsXfi4YigcB/xQKbXA3v4OgFLqp8PlP2KqV0X+4ybG/yWBq76DvZeMYtGlr3BJ1ht8aetlqL/nWx2jGZU0fz7KbcfcTpORyTdeuISxdyVwb6unZ14V3ZeFuHXaXfQpD19761LylwZIf6UaVZpP9QWZnL1wLV/Pe5lnw+P56atnUfEYBNZWQ34O9WfkU3B2LTdXPUJQkvy8cQFrn5/MqJUR3O/tgbxsWk4spOe0Pr457TkWBrezLZHJL2rOZO8royh52R6EmorEpDIaj/Ojz+7kK+NfZkFwGwmEJ0JTuGPnLBJvZVPwVoLgFrsjGwwQH1NE+xQ/nVMMJhxRz/nFbzPXv5NcXdFk6KyJVLGiZQoba0rx7fSRsdskY3cUd0MnqssWELweyMogWZhJuNhLX5FOuEgRL0ySnt9LVXYHEzKaGeNrodLdSoHeS6aW2K9jnwCiSogq3X65iZpuEugklAsjpbXXxcQtSdwY+LSELT4Y9kvhZvC5owq6TTctRho1iXx2RQvY1lNIdWcOodY0PM0uAk1CsMkg0BjD1dIDnd2oWBxxuZCsDBIl2fRU+uip0oiOjTK1sp4z8t9lTmAXRbpBuyGsjlTxYOMxbNtWSvZGndxNETy7mlB9YSQ3m76JBbQc48Z9TCdXjV3L2embcKN4um8Cf9p+IsaabIpfj+DebP3FeGzKKBpO9DJq7l6+VfkUE9zdrOgbzy83nErGs0EKXm6Gtk4SkyvYu8DPrFPf47+Kn6ZPufjv6vNpfrKcspVt0NJOeGYVexbDd+Y+yWmB7dzSPpflT86m6uFupL6V0NwqWpeE+eMx9xKUONduuIKMe9PJfKmaxIRSdl7u4Ten3EuR3s01b11N4W0+Am/W0D2/Cr7Qyl+PuIcHumfwyD3zGHV/LcnibLZ/yc3d827lxNHVbymlZnzklf4gOFS74B1VrubnXoOEY+y6spBvXLCco3x7uerNayi91Y1vUy0dp1WReYVpF8AAACAASURBVE0dvx3zAMtD07jtkdOoWtqKhKPULS5nyuc28/3SJ3kiNIU/rVjAmAd70WqaCJ1QReNFMX43cymVrk5u3HsuO5eNo+yJFujopnfOaGrPNfnOnBWcEdzOstBkfr3mNEpX6GSutmxp95wK6k83uXr2a1yZ9QbNhp9f1i9g08vjKF2VwLdhL5iK+JHlNJzgI/v4Jv5t9Iuc4K+l2fBwV8cclm2cRvZaD/nre9GrG8AwUeWFdE7Jon2aUDC1mYvK13NacAv5uklt0s0LfRN5vH4qdTsKyNimk70jgX93J7R1oOIJxOeD/GyiZRn0jHLTWy7EyuIUlXRydF49U4O1TPLVU6r3kq5ZdTOqFF2mi6ZkOg3JbPbE8qiLZlMfzqQtHCQU9hELu1ERF1pUQ4v1e0IJWpJBA57UzrXpAtOtMD1gehWmz0T8SbyBBOmBKHmBPkoD3ZT5OqnwWoJGkStElpbEZ9uNkKmoN9LYGivhnd5RvN1WSlNDNt46D2m1ivTaBP7aHmjtREWjiMcNeTlERmfTOc5NzwSDsnEtnFO6kZODWyh3JWg1NJ7tm8iDtdNp2VhI7gZF9qYupLYZdA2jqoTW6Wl0zkxwztQNXJX7GoV6nNXRUn5XfQqdrxVR/FoM76a91mz/tFHUz3Mzee5OvlW2kkI9wp1dM7l9zfGUPqMNfmYW7hOtV/aN56evL6R8uUbaa7shJ5O6swsYu2gHPx61nJpkNje8sYSiB72kv1qNWVHIrovT+crCpzk7fRM/qj+LTfdPouyxWlTAR/WSfK4873nOy3ibG3ZdTLctxMeOLKfuugR3HHsbG2Pl/OqhRYy5sxnl97DtC1nsuf6bh41dmDrVre57ouCgxISI4R4QFKKGm7jhImq4BsSEhKkNiAkJQ8c0BcPQMA0N0xYRlJkiJJi2iGBvD3jf9e8fJBzIfqLBcOLBcOn9wsC+zwwSEobuTx30DxUYoP/zCALCwOf9hYNBosFwIgPDpx8yw4kKw4gHMERsGCo0DBEMrDRAZIiQMPh94BypaRr7CQv79g8RFrQhxwwjMqSKDQPCQWr+AVEBW2Cw8qCpfcKCZokLmqbQbEFB0xRu3RgQFdyaOSAq+PQkHj2JL0VQ8OuJgxYVKsqbPjW7cKhkSI5yBAUHh4+f59RDw9qFj0tQcGEFWToFqMcKsnSpUuq94fJ7R5epuSVfxl3Xzt5LRnHhZS9xXuZ6vvjeFXj/lkP6q9X0Hj+a3s93848pd/JOrJwfP3U+4+4Oode30XJmFRmX1fP7sffzTqyM7714AWOWJvFsqiF21GiqL9L5wfzHmOuv5jctp/D8k8dQsawbbW8jsWmjqTnXzZUnvcw12W+wJlrKDzacS/qTaeS/VI/q7SM6fTR7T3Nzyrx3uL7gBTQUf2qbxxOvT6fkJch8w8pnji2jcU468RNCfGnSKyxKe5cEwrLQVG7behz6GxkUrIvh29aICvUieTn0Ti6gdZoLNS3E2WPeZXHWW1S5woQVrIlWsKz1KNZVV+Df6iNrp0n6rhB6Qztmbx+ia0hWJonibPrK/YTKNfrKTNylfYwvbOXorFqm+mupdLeRr8cJiGACfaai23TTZGRQn8imLp5DXTSb5mg67ZEAPREf0YiHZNQFcQ2JC1pckKQM6sykNqDKpTA9CuVR4DFx+ZL4/HEy/FFy/WEKfSHKfJ2UeToodXeSr4fI0eIENUEDwkrRanioSeSxMVLO213lbG/OJ1EfJFinkV5rEqyN4G7sRHV1owwTLS2IUZJLaEw6XWM1IhOizBizh0X57zDbt4eAQHUywPLu6SzfOQXZkE7+hiRp77Wg2jqQ9DSiE4ppmeHFmNnDNUe8zqL0jbhRLOs9kr9uOQH3KxkUrw6h7axD0oL0HFtK/Xw4e856vpK3ChPh9y0n8/yqoxj1bALf+t1IWpDWeaX0nNXLj45azmxfPbd1zuTOF0+kcnkC74bdmKOK2bMok1POeotvFDzPK5Eqblq1iKoHTLzv7CY+pZJdS1z85KSHOcpbxw27LqbrnjIKVlRjFOex44p0blz4CEd5a/n8pitJ+0cmaa/tJnRCFbEvdvC3yXfxaPd0Hrx3PhVLa0mU5LDjWjd7r/n2pzlwOCS7kOkvVseVX8Guq4oGxITL13yByls1vFvqaVlYRfnVO/lZxWPc2n4CTz1wHBX316NcOjUXF3HOhau5LudV/q9tPs8+NJOKR1qQ3jDNZ1YQuKiJ349fSrsZ4N83LCH9oXRyXtgNAT8NZ5SQvqiRX4x7iHQtzg9qz2HzyvGMWtmNtqsOc0wZdadlUnraXr4/ejkleph7umfw9zdOoOh5FzmvN6C6Q5hjSmmcm4Ext5vrJ77IGcHtdJku7mifwyMbppOzxk3+mz1oNQ0Dg9i2o9PomJ5k1pG7uKJwNdM8bSQUrI2W80jrdN7cNpq0LR5ytyQI7OyElnZUMomWkW7VhcoA3VU6fZVJ8kd1Mruwhlnp1Uz2NFCoJ3CLEDIVzYaf7fFC3ouUsa2nkN2dOfR0BtA73Hg6NTzd4OlReEMm7l4DV18SLZpAi1pLNyRhueJjGCjT3LcUQZkgdo9fE0TTQNfBpaPcLvC4MX0ua4lB0EUiTSeWrhHPEOKZEM82MXISZGSHGW0LoJP9dYz3NFOoR0jXhIRSNBtu3ouXsDZUxZrmSlr3ZhOscZFZbZBeE7ZsZE8IcbmgIJfw2Gw6jnATmhTnmPE1XFjwFrN8tbgFNsTzuKf5OF5/dyw5613kvb1P3DErS2g9NoOO2QnOn7aeq3JXk6UlWdk3nv/bOh/t5SyKX+lB21WPZKbTcVwJTScbXD3TEpkajAA/2n0udc+NovyZfc/P3jMymXTGdr5f/gRh0823dlxIaFkxJSsbIByh4+TR9FwQ4vdHLSVXC3PDjs/R+0AxhU/tQQX97LmgkFMueJN/z3+Rv3acwOMPzaHywWYkkWTP50o58+LXuTb3Vb69ZzF77xhL4ZPVxCaWUnOtyd2z/26JCg8vYsztTeD18PS7Nx82dmHyVI+6/fHiYcWEXsNH1HQPiAkRw0PM1IkOCAqWZ0Is6SJpaiQMS1AwBjwTLK+EfiFBGZotJmALCAKpAoJxAK+ElO1BQsAHEBL2FxD25T0oEWEYD4ShAsKAeDBUYEjZt9/n/t/wI+hGDlomMHDi4T+nCgiQIjIMEQcGnXdAFDiwuDCi14K2//ZBCQvakGMGvBaG91boFxKUpmDAa8EWF3SF6GaKsGCi67a3gmYLCrbXgteVtDwVdAOfnsCnJ/BqBn49PiAq+DTrPV2PDCsqHFnR4AgKDg4Og/hEBQUAEVkI/BbQgX8opW4eKW9GWqk6Puci9l5aMSAmXLPpStL+mkVwze5BM6/P9k3klmVnMvbudiQUpn7xKI68ZDM3lT7BI6Fp3PrE6YxZas30dp80hu4lIf4w7T6ytAg37PgcPY8UU/xUHSQN2k8aRei8EL+Y9jCT3G38rm0+Tz53LJUrorg31kBBLo2nFMCCDm6atJzp3hae7hvL/246jeDzaRS+3Ab1zVBaSMucPDpOjHHFUWu5LOuNQYNSfW0GRW9EcG+th0gUyoronJZD29FC6VGNXFr+BqcEthMQ2JbI4PGuo1hRPRm1JY3sLYrMHb3oda2YoV7E54WCXCKjMuke7SZUCVIR5sjSBo7LqWa6v4ZKVzeZmiUetBtCbTKTHfEitvSVsKMnn7quTMKdfvRON54uwdMDnpDC02vi6jNxh5NokSRa3EDiSUgkEcO0YgsYJqQ+MyKga1bMB10DtwvlcWF6dEy/i0TARTKoEU/TiKcL8QyIZymMrCSBnDBlWd2My2hlYrCBcZ4myl3d5OoKDeg2FTXJTNZHKnm9o4p360tQewKk10Dm7gT+vd3WgCoaQ0tPwyjLp3tcGp0TBZnYy4KqLSzOWs8Edw9hBS+Fx3JX7WzqNhSTv16RvaEDGprB6yVxRClNx/oxZvdw3cRXB8Sg+7qO5Y53ZpPzspeC1ft+7+a5efSe0se3pj7DguBO1scK+OGWc1Arcyl+vgVa2klMraRmoY+zTn2Tf897iW2JXP5jw4WkP5pO7ot7waXTdEYZ6Rc08ttx99Nl+vn6hkvIXJpO5ou7UKX57FqSybVnP8P56Ru4qWEhG+87ktJH96LSA+y8PJevLnqK04JbuG7rZfCPAjJf3EXf7NGEru3m9ql38Gj3dB66Zz6j7t1DsiSH59b+4FPtIByKXcj0FqnC7/0XN1y0zBITXv8io/8Knm0NNJ1bxcSrt3BT6RP8ovk01txzNGWP7MXMTGPXZdl8+RxrBvfbexaz+/5xlCzbg/J7qT2viJnnb+S7xSt5KTyWn6w6l6oHDbzrqzHHllF9XhoLF1i/1/pYCd99ezHZywPkrrKWwHQfX0n9mQb/NvsFLs7YyLvxXH64/RzCzxVQ8mI32u46yM+l7fhC2ubH+fz017gkcx0Gwj1dM7l740wyV/soWGMLCS4XiQmltBwToPfYCIsnbuCi7DepckdpSLp4IjSNB6uPJvpuFjnvKbK29CB1zahYHC0tSLI8n56xQbrGacTHRpgyqoFT8rZyrL+aMlcEnwgdJlQnclgfrmRd1yi2txXQ1xTE1+zC36Lwt5n42xK4O6NoPWEIR1CxOCqZtOo8ILoObhe4XNYg3e1CuXRLLNA1lKYNDvFrgvTbC8OwYiAkktY5k5ZNUYZh5dU0y/vI64GAHzMjQCLbRyTPTSRPI1IgRAuTBIv6GJ/XwoysvUwP1FDl7iBHs7wr6pJ+3oxU8XzbEWzaW4Jnp5/MnSaZu8K49rRYAqzXgyorpPuIDNqPFHxHdnH+6A0synibEleSmqSH+ztm8diWaaSt81OwLox7Wz0kk5iVJbTMyqD7+CiXT32Dy7LeQEdxX/cM/rH+ePJe8pC3ugVa2lCVpTSclIX/tBZ+OP5xjvS081DoSH635lRKn9LJfLUGXC46Tiyn/dwwP53+GNO9Dfyh7UQef3oWox/rRd9RR+zoKqov0vne/OXMD+zkfxrP4I1HplL+aBMSidFwbgWjl+zgZxWPsaJ3Mrc8fiZj7u5E6+6l7vxRzL7sbb5V+Cw/qD+bLbdPpGh5NfEJJey+Du4+7m9sjJXz6wcWM+b2elZW/+qwsQsTp3rVH5dVDhITQobf8kwwPYSN/mUOHnuZgz4gJsQMFwlDHxATEoY+sMTB8krQUCYowxIVGPBOsEUCI8XrwF7qMKJXQr+gkCIKDPJSeD8hIfXYQd4Jw4gIpOYbRkRIFQlSBYQDiQdDRYiB9ME7PgoxYeDUQ0UFkeHTh74zxEshRWAYyXthkLgwyJshVQCQYQQHBgSAAwkLw37uz5Maq2qIt4LSsTwU+o/T1UAe7KUPMiAsgKaZA94K/UsgPC4Dl+2p4NWTA6KCRzPs5Q9xa/mDHre8FbQ4AS1Guh4ZJCrMrNzrCAoODg6D+MQFhUMh01Ooyq//Nude+QoXZ71piQl/ySK4djddp4zB+4VGbhl3Hw/3TOeeh05m9H1NiGGy5+ISFly0hq/mvczvWk/i+YePpeIhq7PVdNYo8i6u5ddjHtznNvqQl/RXqiE/m9qz85hwznZuKn+cdtPPf227gOjjhRQ/2wQdXUSPHs3eM92cPX8d/5b3Eu2ml5/VLmTzi+MofyGC+909iN9Pz7FlNMwTTj5uE18ueJFCPc7TfWP5w/b5xNfkUPx6FM+WOojFUBUltB+dRdsMk+nTdnFl0Wqme1uIKXglUsXShmPZvrmMrHc1crdE8VS3YnZ1Wy68hXmER2fSOc5NaIxB7uhOTizeydyM7UzyNJOjWUsKGgwPW+PFrO+t4J3OMva05KCaffhaNPytCn+7ia8jjqsrihaKDDt4QNMQvX9m0bVvllHXrAY+tZG3oloNDByUaVoDBsNA9YsQ/edMHTSk+0lm+YjmWHEdIvlCtMBECqNUFHRwVHYd09P2cISnkRI9jtseGG2OF/JKz3hebhxLe0026Tstl+/A7m5obkPFE2hZmcQr82mf7KPrSJNxE+u5pPQN5vqr8QqsjxVwZ9Mc1m8YQ946jdy3u5A9DeD1Ep9YRtNsH+7jOvj6+JdYENxJm+Hmjy0n8/yaKZS+pMh4sw4ViZA4soLak/1MOmkH3y5fQa4W4//a5vP4qhlUrEjge3s35GTReFoRvnOa+fmEh8nXwtxYey5bnxjPqMfboLWT0Nwqmi6M8Vvb/f7/7bqItgfKKVpRi/J52HNh0cBs5C1tJ7LyodlU3t+A0jVqlhRx6UUvcEHGer6+cwmRv5WQ9fwu+maNJnSdJSo83H0Mj945j/KlNays+/1h00HwlZarnz83gWP91Vy+5guM/ovg2d5I46LRTLv6Xb5TvJKfNJzJu3dOpnj5HoyibMtz44xHONa3hy9tvYzEPYXkPrMLVZzHrs9lcuVZL3JZ5jr+3HECjz1xnLXMpK6Z8Kwq9lyguGnOY8z113BrxxweeH4Oox+P4d5YgyotpO6MHIrOrOXHox8jX49wS9uJPPbKTMqfNQis24OI0Dd9FHUn68w5fjP/XvQc+Xqcx3sn8sfN83C/mkHRGmuwiKaTmFBK88wA0Zm9XDLxLS7IfIt8LcnmRCb3th7HC1smkLHRS97GGL6dLZgdXQOD4p7xGXRO0IhNiHDs6D2ckfsux/r2kK+bxJWiOpnGunAVr3aM4d2GYsz6AIF6jbQGk0BTHE9LL9Ldi+rrQyWSVv30uBG/HxX0Y6b7SKZ7iGe4SAQ1EkEhERCSATC9YPiUtZTBrVCuFNfcfvpnaJNiLYtICHpU0GLgCoM7rHD3Kdx9Jp6eJK5QHC0URfoiqEgEFbeCqorbhQSDqMw04gVphIs89JZohEtNtNIwR5Y0ckLOLmYEqqly9eIRodXQeDNawcr2I3lzdwXebX6yt5lkbE8RY3KyiI4toG2ql56pMU6euI1L819nkrubVtPFw93HcN+WY/C9mUbhWltYMA2McWU0zU4jcUIPX5u0inPSttBqePhd06msfm0SZS8YBNfvRSlFeEYFtafpLJ77Bl/Ne5lWw8+NuxfT9FQ5ZSs7kPpmElMr2X22j4tPfY1rc1bzSqSSH7y+iIqHNAJrq1FlhVRfkMnis1/nyzmvck/3DO588iTG3N+NNLbRfvoY3Jc1c8sR9/JOtIybVl7IuLssL7bGRaM58qr3+F7JU/y8cQFv3z6F4mW7iY8vZveXFHfP/jtvRqq45cGz2P6D/3fY2IUJU3zql8vGHZSYEDVcxE0XsaTLiptg6MSHiZfQLyaYhgwREoYscTD2eSAMEg1G8koYxnth/2UPBxYS9oulMIzIMJKIMGgpRIoHwn7LG4YTD+w8g/aZqRvDHPMhGdZLQZP902W4fYPfB3kpaPvvP5C4MKLXgsb7CwsjxVQ40P6h3gqp+/oFhuGWQOj74ioMFRVcuonHjqng0Qy8riQeLYlPT6Ysf4gPEhWGeiqcUrX9sLELjqDg4PDJ8E8tKPgLy9VXnz6Oq3NWc817V+L/czbBNZaY4P9iA38Yu5Sl3cfy0NJ5VC6tR7ld7L6kkCXnv8TlWW9wY905bL5/IqXLalFuF7XnFzPz/I18r3glT/dN4BcvnM2YB+O4N9aQnFRB9fk+rj7tJa7MWmetYV1tr2FdvRtJC9ByUgmRs3v4yZRlzPA28WhoMr956xQKnvGQ+6rlzpycOIr6+UHy5zfwn1Urme5pY308j1/XnE79a2UUr44T2GgNPFVZMW3HZtM2y+D4qdu5pvAVpnh6aDU0lvUcxf3V04ltzCJvo0nGli5oaLFm9fJyiFTl0jnBS/cRBoVj2zi9ZCsnpm1lgrsbnwithrAtUcBroXGsba2ktiEHT52HYAMEm0z8zVFcbb1ITy8qHLFmBfsHDz4fKuDDTPNjpHlIpFneBImARtIPSZ9Ygwc3KDeYLnuNX0qjLwrEAC0pSAL0BNagIapwRcAdtr0eepPovXG03ggSjqKi0X2DBl1HAn5URhrJ3DQiRT76ijT6SiBeFqe0uJPjCnYzO20XkzxN5OuKqFLsTGTwYu9Enmk4guadeWRu08neGsNf3Y5q67BEkJICeiZm0TZVwzO1iyVV61mU8Q75usmmeAa3Nc/ltY3jyVurk/dWJ7K3EfH7CU8to3GOh9Lj6/h/lc8w3dPGhnguP6s+k5ZVJZS92Idry14kM53240toWRDnG8c8z3np77EuVsT3Ni3C92QGhS80oHrD1pr8c0y+c7y1Jv/Orhnc9tx8xjwcxbV5D4mpley6yMO3Tn6CBcFt/KR/NvKRRiSRpP7cciYt2cKPyx7nvu4Z3PPwyYy+z3JxrllSyoVLVrEk802u3/U5+m4ttUSF2aOJfLmT2ybfye0dc3jmzuN49zeHz8Bh1JEZ6uEns7n0jS9S/mcX3i31NC6uYtrV7/K94qe4se4ctt1xBEXLq0lWFrL9Sh+/PHUple42Pr/hKtLvyiBj1U6S48vYeamP75/6KHP8u/le7blse3gCZcsaIBan9dQKjAvb+f3kpaRrcb5bcx57l4+m7KlWaGknMqOKPWfpXDHvVb6QvZbN8Vxu3LqI5Mo8il9og4ZmVGUp9Sdn4T25jf+esIJZ3ibWx/P43+ozaH61hJJX7fX2/YPSWWmEZ4W5fPIbXJy5jizN5M1YAbc3Hs87m6rIWa+Rt9GK96CiUbS8HCLj8mmf5KFnUoKJ4+o5t3ADcwM7KbSDkm5O5PFSz0ReaRpD854cgntcpO8xSauN4m62Y5FEolb99/kgMw0zO41Yro9Ink40RyOWA/EsE5WVIJARJS+tjzx/L0W+ELmeXrJdfWTpYdK16EDAVrcdsFVLWXBt2oFaE4MCtfroMgJ0JoO0x9NoiqbTFkmjrTdIuMeHdLnxdGl4O8DXYeJvM/C2R9E6e6G7FxWNWvbC74PsTBKFGfSW+wiN0uirTFJY0cHcol3Mz9jCJHcb6ZrQbGi8Eh7L8uZpbNlRSsZmN7mb4/h3tGK2dSA+H2ZlEW1T0+g42mTqlBo+X/IKx3pb6DI1HuiewT2bj8W/JkjR2n1iUGzKKBpO8FJ4wj77vzZWxM3bFhJ7IW+ft0pJIY0n5+E6o40fH7GMSZ52buucyR0vz6XiCQP/umrIy6F+YQGl59bws9GPEDI9XP/eEvSHc8l/dg94PdQtKmHCBdv4SflyVkdG86Pnz2PsPVFc2+vomTeW0BU93DrtTmoTuXzz+SWMvyOKq6aZ5nOqGHv1Nn5U9vg+UeExa/nD3i8luW/W31gdHscNk54/bOzCuCl+9eNHJw9a5tAvJkQMT0rMhMFiQtywBIXksJ4JQ+IlGNaIUYyRlzhYgRhH9krYzxthv/1qGHGBDywkjCgiDOOdsP8SiCHiQYpwcMB/oyDleh8BaohHgnWB1PSU/bbQMFRkGE5g2M97YThx4SMQFvaJBUPypXgkDFoqOpK3gr4vfb8lELr9Y+tqxLgKum4OxFVw69ayhw8iKpw75t3Dxi44goKDwyfDP7WgUDgpR72w0s+1Wy9H/pJP+qvVA2LCn8bdx+0dx7F86QlULK1FBf3suiyXryx+ioVp73FD9UW03F1B4ZPVqNwsdi3J4dJzV3FN9hv8sf0Elj1+HKMf7kLqW+g9fgz1Fyb4xayHme5t4Fct/5+9846Oqzzz/+fe6VWjGY16L7bce8HYxjY2LtgGTDVgsLGBFLIJSzZ9U9hsCkl2wy+EBDDY2GDTiQu44m7j3rt6LyONpBlNn7n398eVZEmWDSR7cuJz/JyjI82dq3Jk+Z33+bzP9/u9nW2bR5Kzvh2xqJJYv0wq7rQw9g7l9DMkq3i+ai4XtxWQvt2H+kI5JNhpmphM8/Qg3xqxkwWWs7hiWl5quJ09BweRslcm7mgtcksbpCXRPDqBxltiTBpxkWVJeyjU+KiKaljjHs+6S0MxnDDiPBHCUNRxAmk0IGUm0TLAjHsgGAtbmZV1gTusZ+ivaUMrCNRG1RwM5LLDXcjJ6jTkchPmSgFrVRRDrQ9VYxuy16sYtKnVXc16zG4iZNcRtHc0DzaleZCsUXTWEFZTELvBT4Leh13rI17jJ67jxcUohtAKMTRCDFW3xiEmix0u7yr8HSdGbTEDLREj7rCJpqAJd8CIx6cn5NUhtqmVpqFVaRr07hg6dwiV23cFekSjCvCwWIglxhFINeHJUNOeKSNk+xieXsM0+0XGG0pJVUcJyzKXInFs9Qxhc8UA/Bdt2M9D/IV2xMoG5HYfoj2eQP8kXMN1BEb6uav/aR62HyRDHeFixMTyhsnsPVFI4kEVjiOKtEGIj8MzKpXaSQK3jr9y4vyRdzB/OjEVx3Y9CfvqoclNdEA21dNNFM4o4qcZG9EJMX5dN4vDWweT9YkX1eVKpIJMyueZmT77OM8lfsbxUCrfO3QvaR9qMO8rQU5LpOxeG3fN+5xvOvaxomUsazbcRu47LYhNLTTOycW5qII/5r7PlvaB/GndHEX64wtQ+WAGcxYeYKl9P98sfqgLKngn5iI97WJ54Vssb57IH0e+d8NsEAYN1cry8z8i8WU9hrPV1M/PZegTCkz4cfV8it/oT+LGEqL5qRQtUfPSlLewiX6WHF5M6iodxkMlBEfkUP4o/Gni26Sp2njm0kLC7yTh3FKGbDJQfVcKhfcojVppxM53jj9A/Mcm7DvLQKOhcXoGobtaeWHwRwzUNvN6yzhW751I5iYJ4+FyBK2GtvEZ1MyQeeyW/Sy2HcIrq/lTw+3s+HwIqbtlrEdrkNs8yDlpNI630XJriIeGHOWR+EPYxRgHgqm8Vj2J4hMZOI9C/OkWqKkHQUTOSKJ1kI3mIQKmQS3Mzz7DbMtpcjVBwrLM2bCDzW1D2FlVgK8kDkup2CEH8iK43MjtPhBFRLMJ2R5HKLkj6SFZJJgoE0sKkZDgJdfWTL7JRb6+gQxNulAl+wAAIABJREFUM06VD4sQxSQKaDp23zFkJCAsy4RkCMsiEcSulBepm1uaKEhdqTAaJLSChE4AraB4pqg6vmYEGZ8k45XVuGImqiIOioNJFPuclLY6aGqyIDbqMDQImOolTHURtA0+xOZWpHafAhjMJmSnnUCmRZGB5UqY8tqYmlHErLgzDNY2oxUESiN6NnmHsr58CL5z8TjOyNjOdRgxyhKkJdMyNB7XKMgfWcWT6XuZoK/FLalY2zqWNafHEL9fR+LBVoSyGgSrpceE2reSPsMiRFnZOo5VByeQtk0k7vMq5HAE/5hsKmeLLJp8BUp97+wCdOtsJO6ohlAY99QcWu7x8ceR75GrcfPT6nmc+7iQjHX1CO1+XDNz0D7UwEv911Ifs/KN/Y+Q/baI/lgp/nF51D4WYsXYlXglA1/ftYiCFVHUxbW47swj54nL/DpjHb+qm8XJN4aQvL6U4KB0Gr4Z5N2RyxmaVXPDrAu5Q0zyTz4c/oUwIRjTdKQ4qIlICkSIRFV9TCZ0wITefgmdUodOiND5uBMCdAcN15Ez9G3MKPfto3A9kNAFHHpBBHrdfx2I8EUA4bopD72u9/n8P1hfDBSEq653AYTrAYYvgAtXeS70ggtX+Sf0BRauggXC1devJYXoPa2goieMUMk94UKH9KGHr0IfUEEtSmjUnckPEjpVFE2Xp0LfUMGsCnYZNS4sOHbDrAs3gcLNuln/nPqXBgpDhmrk5Befof2vacTtKqVtSi7ap+p5uWAtq1vGs2HtRDLfrUKymCh+LJ7n5q5nkrGYr196mPCqJOxbS5CykylaaOI/Zm1ghukSP6uZy+kPBpK+vg4hEKLxjiyE+5p4aeAaVMh8t/h+Wv+WRuqmWmSvj/ZblRPk79+yibnmS+zwZ/P88bk4NhlI2FON3O4jPDSbyhk6Rt52if9I3YxTFeZdzzD+emIy8bv0JH7eDNX1CI54WkcnUz9BYNSYIp5O2cUQrYfyqJZVTRP59Nxg4o7qSDjpR1NUi+wPIDqUiLjmwVq8g0OM61fGAucxxuhqsIgCtTEVe/0FbHEN4mx5KroSPXGlEpaKENqaFuSWNuRwWBkRjrMSs1sJJhvxJasJJAkEnRJyYgiHvZ3sODf5JhfZ+ibSNG6cKi82MYxRkNF35A/DlQYiJst0HMYQk5X3nSUCKqHjPaDq1TDEUKYJ/LJAq6TFFbNQE7FTHkyg2OekvM1Os9uM0KhD7xIxNMiY6qPo6/2o3B6lEYtEEbRahPg4wmnxeLN0tOWKhPKCDM6uZabzHJOMRaSqYnglmSOhND5yjeLQ5RwsZ3U4zoYxXmpEam5BMBqI5qfiGmGkbXSIOYPO8qjjALmaIGfCVl6pm8KxIwUkH5CxHa1Hbm6B9GQab3HQMiXIU8P3sTDuBK6Ylj/UzuTonkIytoXRnVLMGJsnpdE0J8hPRn7KdGMpG9v789uDs7tc3AWLidrZqcTdVcsfCt4jhsC/XVhI7H0niVuV08iqu1MZep/iC7LN15/fbZ5HwVofYnk97jvyUC9q5JXCt9kfyON3G+4if1ULotdH5QMZzHt4H4viD/KNooWEX03u+v9k/Fotf81fS7/MG8e12ViQKo/u/x2Mxypw3ZlH/2UX+GnaJ/y8ei6X3ygkcWMJkYJUipeqWD55JSpklh54nOyVIrpT5fhuyaPxsQCvjFqNCoknjz+Gfa0J6+5ipIxkyu61cu+d+/ma4wAb2gfwh51zyPkoiu54KXJmMhVz4xk+5wL/mfYJXlnDj0sXKOPqWzuiAPPSqZ4eh3N6DT/L3UC+xsPG9v78z6npWHYaSdqnrAckOmgZm0T9ZIk7Rp7hKeduUlVhjoQSeblqKiVHM0k8KhN30gX1LtDpiOan0jzUiHt4jCEDK3kw+QgT9BWYRKUx3uIdwqaagbguJ2C9LBJfHEZf3gLNLcjBkHKKb7cRTovDm6GjPU0gkB7DlOplgLOB4dZqBhpqyFY3k6CKdCUqBGWZNklFs2SgPhpHbSSexrCVhpAVV8hMa9BAe0hLMKwhElYTi4rI0W6NWGd1bnTVEiq1hEYbRa+NYNaFsekDOHXtJOjaSdG2kqppIVndhkMMECfGevwsTTEN5VEH5wNpnPSkc8GVRHudGWOVGnONjKUqhLamDdytyIGg4jHjiCeYHU9LvhZPgYSjXzN3pp9jpuUMuZogPknmQDCLd+vHcOZ8JvGnVCSc8qMuroVQCJKdtA130jhaIG90JV/L2M04XT21MS2vN01m07GhJO0VsR9qgMZmSE+mYaIDz5QAzw3fxlzzJYojVn5ROg/X9jTStytmjHJmCtV3KLKZ/879CIsQ4b9q7uTkpgFkbWxFqKgjNDKXsgVqnp2ymbss53jVfQvvfzKRnA88iFX1eG7Lp/khf9ff9LJjj+N8y4B5fwmhYdmUL5Z4fcKbxBB4cu9i8l6X0FyuoXFuHvlPKJMKz9fcyaXlA3B+UoJ/VBZtT3s5Pf+XN8y6kD3YLD/3wdiuNIf2mO4qmUNvmBCOqq+SOcRifZgv9uWXELsyhdBD4hDrde1aUwnXkjf0lj90fXwFJPQ0Y7zGNEInPJCuvtYbInwRQOgz6aH3HlHi6vq/2Ef2BRPEng/7BgpCr8edn9sdKFwHLnQ2/b2vXWtqocd0gnC1P8JVcKGXDOLLTCuoriGB6EyB6O2r0IdZo1rdS/6gjn4hVDCrQj3SH5b2P3DDrAs3gcLNuln/nPqXBgq2wkS539jvY99SQvutOcS+1sTywrd4p20MH665jax3FJhQ9Hg8P5n3ISP1lSw7twjNmw7idhQR7Z9B0SItv576PsN0NXyn5AGa3s0g+ZMr46IFCy7zq8x1FEUcPHv0AZwfGYnbXYpgNFB/Ryqau1y8UPgBaap2/rfxdrZ+NpKsTR3mjA4bjbcl45nh40fDNzPTWMqZcDy/LJlL8+4U0nb7UZ+vQNBp8Q/LoHaihvRbavh21nbG613URtWsdN/KutPDsB3RkXi8HVVxDYQjkJKIZ4ijayT/npzT3Gk9Sa46jFeSORTMYH3TcA6VZaO9bMBWLGEt9aOubkZq8wAgmoxISXYCqWba09X40gSCaRHsyW0McDQyzFpFf10d2Ro39o44NhUCQVnC29Hou2NmGqMWGqJxNEUsuMMm2iJ6PGE9/oiWYLcNmSR1O4kUr7xg6dVRjJowVm2QOE0Qu9ZHgsZLkrqNRLUXu6odmxjGIsjoBbELNrglNeURO5dCKZzyZHChORF3fRy6Wg3mahlzTRRDTTtiY4tyKgmIcVai6Q48OUbFkK5fgHE55cxPOMk4fRUWUaA0quUTz3A+LhtKuFNScqYZ6hpBqyGWn0bjSDOtY0LcNfQUi+wHyFBHOBh08mLFdKo/TyN1XwTjqSrkUJjowCxqJhtxTKnjJ3kbGaJtYYs/l1+fmoVlq4nE3fXQ3EpkaDYVs/Xccftxnk38jJqYme9dvI/weicpWxSA1HZbLq4Ffv539HsUaJqvGsNvmJNF/EPV/L+8dzkVSuOHO++nYHUY9aUq2qbmE1msJDkcD2byy40LKFjZqkCFBzNY8Igif1h28VFUf03AvL8M98w8kp8sY8PkP98wGwSLLV2+VTcf98w8Up8q4XdZH/OL2jmcWzGIpHUKTChZpuKNSSsIyyqe3vsY+SslNOcq8UzJx/9YK68NWY0rZuEbBx4h620Rw+ESIoOzKXlQkZfMMV/if1xT2PzJGHI+alOauhG5lN2j5ukpO3gk7gQ7/Nn84ug8kjbqiN9djixJtN+STdUsWDphD4/ZjlIbNfCrqju5vCuX9J1BtGfKQa3GPzKL2klq+k0o59mMrQzRejgftvBS7TROHM0n6RDYjruQ6xoRTUbC/VNpHGHAOyLIjAEXWOg4xECtF1/HWvBew2hOXM7CfFGL/WIUU0lLlzGpYDYhJ9nxZ1lpy1bTniWhyfIxJKWW8bYyRhrKyVJ7uqIi2ySZ+piRknAil4MpXG5PpNITT3OrmWibFnWbCq1HQO0DTbuMxi93SJkkxLCEGI4hRiWEqAQxuUfjIQsCqARktYikFhWTVq1I1CAS1St+DBGzQNQEYatMNC6GOi6Mw9ZOprWFfuZG+unryNM2kqzyE9fxM3slmYqoleOBbA625nCmLpVIpQlzuUhceRRjhQehQZnM6DSw9eXF4y5U014YZkS/Cu5NOt4FZ86HLaxtHse2iwOwHNeTeCKA9lItks+PkJJI60gnDeNgxOhivp66kyFaD2fCVl6snsHFAzmk7oliOlGJHIl0ear0m1LKjzI+IVUdYFXraF4/MJmMzWA5WAGCQMvkbBrmhfjZ6A1MM5az1jOMv+yaTs7HHTArK4Wye2zMmnuYf3fuYrOvH7/ZMY+8d8JozpYTGJtHxcMSL9/6Nk6VlyfPLMK4yoZ1VzGRQZkULxZ5ZdIqtEKMJ/YuuQIV5ucx8Ilz/Cz1U/6j4h5qXsvHsbkY3/gc9q3/3g2zLmQOtsrffG9Cj2jILwsTolFVzySHTvPF6/klxIQvL3Ho4alAN7jQt7yh52TCVwcJPSACysfXgwhfBBB6wIPu4KDb9Wt6Jvwje8m+YALd4EDve8Tu9/QGCn0AhuvBhe6f18fUwlcGC90nC3rABeGqiYQewODLSCBU1/FVUHUza+yWAKHuMGj8IqjQPf2hEyr824CdN8y6cBMo3Kyb9c+pf2mgYErIkCdp5uMfmYXn6x5WD13Jx54RrF07jew1V2DCT+e9z1BdDU+ceQzTChuWPUWEh2ZT8pjAS5OUkeYnzy1CvcZO/LYS5CQH5ffZmTPvIN927uHT9v78dted5H4QQ3dC2biV32VjwmzF9b0mZlbMGT9JImVrAzQ2ERmcQ+UsA6OmXuQHaZswCVFedU/kvc/HkvaZQNyhauT2dqSCTOomWpAmt/Kdwh3MNBXjlUTebh3H2rOjsR40kHi0Q4MbiSJnptIyzEbTCMgYVsej6YeYYiwmThQojujZ6BnOhvLB+C/aiL8ItqIAmsompNY2AES7jUiqHW+2AW+WiC8rij29lZGJNYyxljFUV0WqOoClo3HvbB7KI06Kg0kU+RKp9MbT5DURaNMjetWo2wXUPgGND9QBGVUQ1CEZMSKjCksdGywZIdatcVAJygulCiSNQEwrEtUJxPQQNSgmbhGzTNQsI1miGOKCJFh8ZFpaKDA1kq9vIFvj6moaVAh4ZYnaqIHToQyOeHI43piGu9rWpQm3lAfQ1LqR3K3K7yLOSiTLSWuBgZZCRSYyL/ssc60nydcEaZNkdvnzeat6HFWnU0g4DvGnWhEqa0GjJpaXRuNYC57xARYOPsojtkNYRIktvnz+eHEawl4bqXu9iEWVCGYzbePSqbld5r7xR/iaYy8+Wc1vamZzbGchmZsDaM6WQWICdTOS0M9VzBjTVO38qm4WBzYNJXtda1fjWnqfiu9P+YQ55ku86JrMpxvGk/2BG6GhmZbpeUQfcfPaoNXKiPO+R8l9U0Z7uhzv5AJ8S1p5Y8gqTofSeH7jfV1QofzhDBYu3ME91hMsOr0Y61+tGI+U03RnPsdWPHfDbBDiNE554ILvY/5aDX/Kf5c/NEznyIrhpHxcSiQvhaJlKlZM7oAJux4nf2UUzcUqWmYUID7eyKuFb3MunMz3dzxI/lthNBcq8Y/No3JhjD/e8g6FWhffK19A2cd5pK+vRfb5aZ2SS9M9CugZqGnipabJrN82juxPgmjOlEJKIrUznOhnNfLf/T+mv6aND7yD+X9Hp5G4rcNjxd2KVJBB3eQ4uK2F5wq3McNYTkNMw6tNt7Hp2FASD6hwHG1GrqpDNBkJDUijYZSe0Cgf9xSe4gHbYbLUEWpjKjZ6hvFhxTC85xzYz8rYLrYjVjUqTbNBj5zqxJdrpTVPjTcvSlK24iVwq6Woy7BVAlwxkaKIk1P+TE61pVHU7KS90YTWpUbfJKBvltG3xNC2hlF7gojtQQgEkcPhK6kMvRNeQPFk6KMhkGX5iilrr8/rTI0QtFow6JHMeqJWPWGblmC8iqBDIJggE3ZGMSf6KHC4GBZXwzBjJQUaF06VhAi4JbgYdrLX2599DbnUlzmwlKixlUQxlXoQal3K5ILZhJSRSGuhGfdgAfNAN/dln2Su9RSpqhgVUQ0fto7mg4sj0B0zkXQsiO5CjQIWMlJoHu2gcUKM2aNO81TCbpJUEbb5s/nDxRmwO56UPW2IRVUIdhvNE1NpnB7h38Z8xn2Ws1yKxPGTy3cT2JRE6jYX1DUSGZJL+Z165s84xDMJezgfSeDfjz2A42Mjtp2lCCYj1fNSyVlQwgvZH3Ex7OTZgw+SsUaN8XAJkQGZFD+qQPQhulqeuvgI0qpE4rd2APYlal6Z8mYXVMh/LYampI66u3MZ88RJnkvazreKH1SmAncUsaXp1RtmXUgfHCcvXTvlK8GEK54JXwwTrpI6dIMHYtcEw9XTCNecSriWvKELKnxJacO1QELHc9Dr8+AqiHBNgNAHPOjLoPHK42v/+3wVCUSfEoeuL9T78ZULfZkzdkKGPgHDdeBCD8+F3lMLXwAWro6S7HW9LxnENeEBVwEHRJC6PBS6vfWQPnBFAnENqNDdU+GrQIUfDNpyw6wLN4HCzbpZ/5z6lwYKcZpEedTkZ6n5RoS1o5ezy9+fV96dQ+7qGmSDjqLFDn48/0OG66p4/NRi4lZaMO8tJjgql4rHYrx+y5vohQhLTzyG/S0zlr3FSDmpFD9o4huztnKf9TR/bZ7Ah5/eSs5HHsTS2q5TyGembuMB62m2+PL55cE7Sd+gxrK/DEGtpmVSJvVzwnxv9BbuMl/iVNjBTy/NJ/iZUzHdKqlCSLDTfEsyDVNiPDD6CIvjD2ASJTa0D+AvFycjHIgj+VAAzcWOpIfMVNwj43GNlhg4tJIlqfsZp68F4GgomXcax3LoUi6Wc1rs5yMYi5vB1YwckxBtcUQyHLTlGfHkCoRygxRm1jPRUcI4UzG56jZsokhQlnBJaorCiZwOZHCqNZ0St4N2lwlNsxpds4DeLaNvldC2RdF4woi+EII/CKEwciQC0eiVlIav8jciCFdSItRqBI0GdFrF/NGkI2LRErapCdpEgnaBkEMm4ohidvrIszczOK6WEcYKCrSNOMUoekHEK0sUReI45MtnX3MeFyuT0ZXqsZbKxJX40VQ1K2kYgqCkYeQ7cA/U4B0UZlz/Uh5KPMxoXT0Ah4KpvFk3gbOnsnAeFbEfb0GorgONlkj/NOrHG5FuaeNrhfu4y3IOnySysmUC7x0dQ9IuFY7P65Gb3Eh5GdROjUN/u4vn+69nmLaZde39eeHoTJI2abHvqUSORvHemkP13Bg/uWUjM03FvOcZyku7ZnSdRkq5qZQtsHLvHGX0/gPPUF7ecgf57/gQS2vwTi7A/Wg7r45YTURWs/Tzx8lapUJ/rJT2Sfm0Lfby5rCVnAxl8N/r76VgZTNCIETZo2k89dCnTDFeYuHRZaS9rEF7tootjX+5YTYIFlu6POCdRawYuIo33Ley9c1bSP+gnGhGApeXaVk+dQUxWeTpXY8revHLNbhn5mF4XEmFORTM5vktCyh424eqtBbPbfm4F/p4beQq9EKUZy4uJPZuIs4tZaDTUjsnHds9Nfw+/31UyPygbAG1G7MUc8b6JsLDcqiYo2P2tKN827mTVknLf1XO49KOPDK2+1GfK0OwWGiZkE7dVIn7xh7hScc+NMi85xnBa2duxbLPSNIhZQQejZZIYToNYw0ER/t4YMBxHrAdIVkVoyhi4P2WsXxyaTDaM0acpyMYLzdDQ5Pyy0lKIJDnoKWfBk+/GEl5TdyecpmplvMUaNqwCCKtkkRRJJ7D/jwOunO4XO8kVmvEWCdiqpMwNkbRugKoWtuR2/2K6WEspjT8GjXodAh6HbJeh2zQEjNqiOnVxPQiMZ1ITCsgqUFSC1fMWgWunLLGQIzKiFFQhWVUIQlVUEIVjKLyRxACYYRgCDkYUtbGSFRZa1QqBL0ewWwkZjMTdhrwJ6rxpYj4UyRUKQH6pTQy3l7GWGMJBZoWbOKVdWJPeyHb6/pTV+zEellF/OUIhpKevzt/PwdNQzSEhvqZ3e8cD9oPUaAJUB9T9Ux4ONyxdkfCSHnpNIyLwzvRz5ND9vOA9QQRBF5rnsgHh8eQslMk/kA1stdLdFAOVdON9J9Wwn9mbsAmhnnRNZVNO0aT9WkI7akySHRQMyeR5LmV/Db3Q2IIihTv4zRSP1V8FVwzcxAfcPHnAWsIymqeOrGI+LVmrLuKieWmUvywiR/N/BsTDKU8U/wQ7W+m4dhcTLQglaInNLwy5U1UgsSynUvotzyMuqKR6gdyuePxz3nCvp8l5x9D9xf7DTWhkDrIJj+yZsZVMKHTgPHvgQndzReVSYRukZDdkh2Quj3+KlMJV0EEuhr8q/0TvhpI6IQI0AkxvgRE6AQIfU0eXMMzoU9Q0EfqQ/fqa5qhzySH3iX2vKkvqYPycTc40OsaIl8KLnSHE92nFr40WOjlo9DbX6FPuPAlpxWUSQR6JD70iJZU0dOs8e+ACr2NGrtDheeHrr9h1oWbQOFm3ax/Tv1LAwWrOU22v/wt1kx+lYvhFH710b3kr2gAQaDk8USevWc9E4wlLD79OOY34jDvLSYwOpfqx6O8Pn4lAMsOPU7qW1qMB4qJDMqi+GEtv5j2EZMM5fyybhaH/jaUzI8bobkFz2351N8b4vdjPmCkrp4/NU3ib1vHk7MhgPpcGaQlUz3LgWNWDb/M+5gMtZ/XW8ax6sCtpG8VsB6sQA6HCQ/JpmaKnqzJFfwgaxMDtV6OhBz8vmwmdZ+nknIgivFUlZKBnp6Me6QD1xgYNKKcZal7GKNrJCjD7kAuq6vHU342lfgzAvbzfjRl9UjedgSjESk9EW+BhZYCkWA/xTdgRsIFxhmLyVaHe5zUHfblcaQ5i5KGBKjTY6gXMdbLGF1RdE0BxFYfQru/y/wQUBoIrRa0GgStFlmvRdZpkXUqJJ0aWdMxtqwWkFVC14tr1yYnJnc0DhJCREIMRRFCMYRQGCEYVk44wxHlfefGp9Ms0mxEspkIJRjwO9X4kwUCyRKkBMlLamKMo4KxphIKta6uk9byqJZD/ny2NQ3gbHkq+st64oskLEVexOpGZL8f0WImmp2Ee6AJ91CZ7MG1PJx2mGnGYvQCHAkl8kbtJM6cyMF5BOzHm5Gr6xHNJvzDMqiboCblllq+m7OFMbpmzoct/KZiNhV7skjbpYy0C1otnvFZVN8h89iE/SyNP0RV1MhPS+/GtSmd9M3NUFNPdFAOZfMMzJ9xiG8793A8lMx3j9xH8oc6rLuLwRFP5d2JjLnnDD9N2aREx+1YQP7aCJqz5fgn5FP7aJjl497s+ltPW6nBcFSBCu1PKPGQBwO5/P7ju8hf2QiyTMniJH5474cUaut4eO+TFPwlyvbPf3rDbBAM+any5ztUbPIOYfXbM8h6u5JYYhyXlpp46Y5VmIQwS/YsIf/1GJpLCkywLKnhz/nvsMtfwAufzCf/beVvomVGHtGHlWmPVsnA148/guNdI9ZdxZDooOKuBMbedYafpGyiJBLPd04+iPVvZhw7K0GSeoypzzCWsyOQxS+Oz8W2xYhzdy1ySyuxwiyqp5pxTq3lR7mfMFzXysGgkxdKZuHel0zqviDac1VKc1qQSUPHVMx9g0/wSPxBUlUxzkdMrHbdyvbzhcSd0JFwOoiuqF4BZkYjUnYyLYVmWgaAttDDtMzLzLGdZqC2GYsg4pJkToZS2dNWyOf1WbirbJgq1ZirJcw1YbT1XoQWD5LPr8CDjoQVLCakOCMRm55QvJqQVSQcJxC2QMQiEzPHEIxRNPooRn0Yoy6MURNBp4qiV0WUkdoeKQ8CYUlFMKYhFFPjj2jwh7T4g1oiQTWyX42qXYXGK6D1gsYjo2+T0LVE0bQGEdv84PUh+wNdP6doMiLHWwknW2hP1dKeIeLLjGLPaOWW5Aomx11kuK4Wp6hMOZ3vMKzcXtGf8EUr8Rcg/mJHcobfj2iLI1SQTNNQPW0jQkwfeJFFzv0M1Piojal4u2U8H5wdgfWggaTDyoQSGi3hQRnUTtRjn1jPd/O2MkHfwMmQjV+XzaFxRxrpO9tRXaxAiLfhui2V1pl+fjLiE2YYy9nWSz6DKNI8NRPP3e38z/D3KdA088u62RxeN4SsdU3Q2IxnSj7ND/r5y8i3sYkBnjr/KKq3HcRvK0FKT6T4YSvfvXM900yX+WbxQ3hWpitQoV8aRcsUf5GIrObr2x6n/3LFtLfikUwefvgz5lpP8ciJJzh/9/M3zLqQMihevv+tWR1AQUOw4+3LwgQpKvaIheyCCb3NF7+MX0Lv+7quyT3vuWoyoRts6JpM+PtAQidEgF6fB9eFCFcBhGvBg2slPnTW/+Uesq9Jp+6XekRI9gEZrkp6+GK40N1zobes4cuChS4Dxl739SmD6D2t0NeEQreUh758Fbqudzdr7AUVEGVE9ZeHCsqkQgSdGMOkViQPvx3+0Q2zLtwECjfrZv1z6l8aKOiy0uV1O634ZR3PbXyU/q+5EYJhShel8vQDnzLDdIEl5x5Dt9yOZU8RgdG51CwJs2KsslFaeuBxslar0B8pITQyl9JHBP530jsM1DbwndL7qfsgm9SNVRCN0TgzC9V9Lv5Y+C4WMcwPK+6hbEMuGZ8oo6jhEXmU36nlnmmH+IZjLw0d2eF12zJI3+5BvFwJiQ5ck5JpmR7kmeE7uc9yFrek5q+uKWw+NIzkvQLxR+qRGlyIiQm0jUymYZxIwZgKnkrfwwR9A15JZrNvAKvLx+E+5SThpEzcuVaE6jplGqEjJs5dqKVtQJTs/AbmpJzlNtPFLohQHVVzLJjF7tZ+HKvNIFhlwVgtYqmWMNWF0DS2X2keIhGleTDoEUxGJIuJWJyecJyGUJxyUJNSAAAgAElEQVSKsEUgYhGImCBqlIkZJWSdhKCPodJIqDWxLi2eKHZrHKQr2tRoREUsIiIHVQghEZVfRO1XJBQar4zWK6PzxNC0RVC3BhG9PmSfX4myi8VAo+lqGiKJZnwpOrzpIv50CX2GlxEpNUyNv8gofQXp6mgXXNjtK+TTusGUFycRd0GN/WK3WDiVCGnJtA6Op2m4gH2Yi0XZh5hluoBFFDgQTOLV6slcPppF8iGJuGP1SI1NiElOWsYkUz9JZsbY03wzcSd2McoH3sG8dGoK8dsNOPc2QEMTUkEG1TPiSJlRxX/l/I0kVYCXmyfx8Y5xZH8SRnuiBFISqZ7jJHNeGb/N/gifrFbMGD9wkrilAkSR2nmZpNxfzh9yPqAoksC39y0k523QHyslOCaPikUxXp2gNNKPHV5C2gothqOleCcXEFrmZsWgVezwFfLye3eSu7oWWa/l0jI7L8xdg0UM8PT2JVQ+feOcRA4cqpWffX8cv3tvAXkra5BMBi4vs/HCnDUkq1t5bP9ScpeD5lwl7lkFXTBhm6+QP66fS/6aFoQGN02z8zA9UsvLBWspiiTwnQMPkbVWheFQMVJ+OiX3mnl49h6ejD/Ep75+/HrvnWR/BIZDxeC0UzM7ifg7a/lN/ockqQL8r2sqn+4cTdbmMLrjynh6y60Z1E2PsXTcXh6zHcUrqfizayqbDw4jdTfEHalVUlzSk2kam4BrQpQ7RpxlqXMPueowlyIGVromsf3MAOKPaUg4qZgEyn4/oj2eYL8kmgbr8AyKMKR/FQuSjjPBUIZTFGiVJI6HUtnaOoj91bkESy1YykSsFVGMVd4r3iOxGIJOh2A1E7NbCSUZ8TvVBJyKvCDiiKK3B0mK85JqaiPD2EK6toUkTSsOVTs2MYBRiKIXJDTC1YkNfVX3ZIiIDEFZxC+raZUMNMfMNERsVIfjqfLHU+uLo6HNQtCtR9OsyDAMrg4Y2tBh0uppRw6FFMBgNiElxuPPsODJUuPNkdDnerk1vZQ7bOcYrqvFLiqQ5UAgh781jODUpUys5zQknA2hv9yA5G5BMBqJ5qfSNNxIy6gI0wZf5InEPfTXBCiNalnZNIlNx4fgPKAm4XCTAh7tNtrGpFI7GWbdcopvOndiEWOKZ8LhiaRsUxO/vwrZ5yc0IpeK2VrmTD3Ks86dNMQM/KD4Xlo+SSVtUwO43ATG5VN+D/xw8ifMMV3mtZZxrNk0mbwP2xGLqwmMy6fiIYk/3rqWAk0TzxQ/hPetNBI2lSA77RQ/Gs+/zfuUmebzV6DCpstEBmVSslRg9cTl1EdtfO/Th+m3vBXRF6D08TSeffBvjNWXMSq76oZZF5IG2uX5q+ZeBRM6oyGvBROkaLephN6xkN1gQhcE6GbG2GnOeF2Jw5edSugtgegEA93hwlcACX0lPcB1IML1AMI14yJ77ROvt2/sy7TxWiVe57necKEvyQN0kzD0DRi+CC5cc2rhK4AF5drV/gq94yP7TngQ+jBg7AMw9DJnvAo0dIcK3WMlVQpYuBZU6B4p2QkVDB1vfxr5zj+0LgiCMAt4EcWze7ksy7/p9bzQ8fwcwA8slmX5eMdzNmA5MBjlr/UJWZY/v9b3ugkUbtbN+ufUvzRQyB9ilF9dn8GS7Uvp/6q/6wTl/oW7WGhTzOVirycR99llgqNyqVocZeX4NwjKGp7c/zg5KwV0p8oIjMmjalGUl8e9RbLay9cvPkykIyIOg57q+alk3VPKb7M+wiUZ+c7ZB1F9bCdxm2Kq1XZbLvXzQvxsjHIKucWfyy+P3UnCpzocHUkPkaHZVN2uZ+CUYn6Q8SkZqhAbfP3437O3o9tjIXlfhxTCaMA/LIP6W7TYxjXw9ZzdzDCWE5ThU98AVpbegueEg8QTEpazTch1jQhqNXJaEp6BNpoHiQgDvdyefZm58ScZrG1GLyhpDwcDuWxvHsCJygzEMgPmCrBWRtFXexGbWrpOHzubByneQijBQMCpIegQCTogZJcgPozFGiDZ4iXJ6CFF7yFF26qYJ6r8WMUgRjGEXoh1Rb/19fqvNAxKhFywIz7S05E5746ZqQvbqAtaafBbqfda8HoM0KJF5xbRN4O+WcLgiigTFC3enk2DyYiUEE8w3YI3Q403G2I5AYZnVDPdcYEJxhJSVTGCHRF6G1uG81l5P+TzFhznJKznWxFqGpQoypREvIMTaBwhYh3RzOLcz5ljuoBegG3+bF4pn4z7YDLJn4cVI0Z/ACkvg/qJcYQme3l28GfMM12mKqbjN1VzOLc7n8ztinGnYDbRPDmdpjkhfjhyE3NMxV2nkcnrddj2lIFajWt6JpF7WnhxyDs4Rb8CtDo0/PgDuGblonmogb8UrsEVM/H0wcdIf0vRTYeG5VD2uMxfb12NVQyy6OBSMlaq0R8rpW1aAcJSF28MWM17baMU/5G3Ok70nzSxYsZyWiUj9+afvGEah/whRjm29L/o/1ozRGMUP5HEj+75kCG6ahYeWkbGaxp0p8ppmVGA/ok6Xum3hm2+Ql5cP5e8t5SozYa5uSQ8XMn/y3uP48F0frjzfvLeiaI9VUZkaDYlD2j53tSNzDVf4q/uW3h380Ry1vlRXygn1k+J+bx91gmeS9yOq7MR3JRK2tZmqKpDysugZnoc8dPr+Fn+egZq2tjmz+aF8zNR74ojZU8rQmk1gtWCd1QadRNUDBhfxjNpnzFc10pVVMOKpkl8cnZwD8NWORRGSErAN8CJa6ia6JB2ZuVfYEH8MQZqvcRkmUsRK5s8Q9le3Y/WIjvWYiUy0ljRphg1+gPKJJDVQsxpI5hqpD1VjS9FIJgSxZTkI9fRzABrPf309eRpG0lStWMRJUyCiCgISLJMUJYIyuCXVXglLT5Zi1cy4JN0BCUNQVlDRFYhdcRHqpARBQmNEEMvRNCLEUxiCIsYwCSEsYhhjEIMvQD6bt/HJ0t4JZGGmLnDKDKZC55kSpsd+BpM6OvUmOpkzLVR9LV+VK5WZI9X+b9tNECig0BmHK25Gjz5EnH5LczIuMRs62n6azyoBMWE8aOWUWwpGYDqtBnn6SimCy7khiYEnbaHUeudg8+yJGEvGeoIJ0M2Xqq5nQsHc0g5EMNyrEb53rnp1E22EZ3SxvcGbmGGsZzzkTh+UTyflu0ppG1XXg/ISKHmDgdxs+p4oeADnKoAf2iczmebR5C9oR3V5UqiA7Ipu8vIg7P28TX75wrc2jmX/HcjaE6XExmaTfFCDb+c+iFj9JVKZPKaLJI2lCIlxFPySDzfmq9AhacvP0xwRQrxW4sIDc2m6qkIa8ct50wonV/97V7yX28AtYrLyxz8fv5bN9S64BzokGeuuLsLJoQ7PBPCMVWPaMjuBoxXwQRJ6Ehy6IAIvZMcuskfroID3a71ljhcNz7yOvKGq6IivyxI6DWN0MMT4ToQoTdAuCY8uJZJI72+zv9h9emr0H3j0QMc9AEZegOGa8GF7p4LfU0tfFWw0CV96FsGcb24yOtJICRVr+uqPqBCp/yhEyqI3SYV+oAKnYdDnZGSWlUMnUqBC92hwvIxq//udUEQBBVwGZgBVANHgIWyLJ/vds8c4FsoQGEc8KIsy+M6nnsT2CvL8nJBELSAUZbl1mt9v5tA4WbdrH9O/UsDhYFDtXL4xz8l688C2uI6au7P4/bFB/lGwh6+VfoA7uWZ2LcUER6SRdlSmRUTViDJIk/sX6zAhBOlylj4ohDLx65CL0T42plH0a+Jx/ZZCSTYqLjHycS7T/Dj5G0cCabyvUP3kvqRFsveYgSLmbpZqejmN/L7/u+TqvLzYtMUNu4YQ9amMLoTpQhmE+5J6TTMDPPMqF08YD1NQ0zL72pncWxvf9J2RzEer4BQSDFonGAhOKGdZYP2c5/lFBoBdvizebV8Mq5jSSQek7CcblRAgkGPlJ2Ce7CF5qEyKQMbuS/jODNMF0hVyV0nkJ+6h7KvIhe5xIS1BGylIbTVrdDUghwK9WweUoy0pygSgmByDLUzQEZCK/3jGsk3NJKrayRV3YJDDGHpyJrv3NjHkInIMsGOE8VOUBCRVcQQr2ocVCjNgxYJnRBDL0joBdB0pEl0ft0IMl5JplnSURuNpzSUSHEgkUttiVQ324g0GtDXqzDWy5jroujrejUNOh0kxBNOt9Gaq8OTB0Kej4lZpcyxn2akrhabKFIbE9jmG8AHVSOpO5+I47SA/awXsbxOMWhLScQ7JJHG0SIJoxp4Mnsf042lRGT42DuUV8/fim6/hZQDHWPOOh2BEVlUT1EzYuJlvpu2mQxViHc7zfi2aruAU+dp5NxpR/h2wi5qY0a+e+l+QusTSdlSh+zx4p2UT+2CMC+M+5Ax+lr+u34Ge9eNIPsjFzS10np7HoGFrbwydDVBWcOyw4+R8pYe0/4ixfvjcZnXJr6JRoix5MAScl4X0J6pwD2zAPuySv6U+x4vN03mszfHk/ZeCeH8FMq/Ae/f8soNdRKpy06Xb3MuQ9XkoezRDJYt3MxM8zkePvkE8a+aMR4uxTMlH3mZi+WFb7E3kM/v1t1FfgdMqJ+fS8Yjpfwh+0P2BnJ5fts95K8Nor5QqZwIPyDz+4nvMVJXyy/rZnFw/VCy1jVDbSPBMXmU3S3yrcnbWWg9zY5AFj87Ng/nBr3ijxEK4R+bS+VMFfdOUqaZ/LKKPzZMZ+feIaTvjGE6VokcDBIdkE3dRBPqiW6+3X8HM42leGWBta1jeOvcWIyHjSQd8aO+XIMcDCIkO/EOceIaLqIb2sr9uSeYbz1JhkrCLUns8uezrnE4Z4rSMV/SEn85iqnEg1DvUiCCVoNgjyecasObpcebKRJIj2FO8zDYWc/ouAoG66vI1rRiE0EniERkCa8k45J01EfjqIo4qAw5qAnYaAhYcPsNtPv1ilwhoEYIiYhhATEKQvSKWV1XdZiJyWoUnwWtrEw8GRTZhNkYxG4MkGTwkmZoJVPXTIammWR1G87ONUkQCckSrRKUR2ycDWZwtC2Ls65k2musGKpVWColLJUd0bnuFuRwRJFSJTvx5Vlp6aemvV+EIf2quCvxJJOMJThFgaqYyEbPMN4vG0HgVDzOkxKWMy7keheCXk+0XxoNY4z4x/p5dNBhFtqOYBFktvhzefHSNKL77KTs86G+UI6g1+MblUn1VBVTJ53hO0nbMQoxXm6exIf7xpK5WcJ4uBRBp8M9ORPXvCC/GLWBaYYK3vUO5sU9d5D9NwnD4RJITaRivoPxd53mJymbOR5K5bv77yf7XRHDoWKihZkUL9Tz4xnrmGIs5rnye6lak0vyulJkh42iRXaem7+e24xFLLv4KMJyJ9ZdxfjH5tLyVDurh69gh6+QV9fMIeetKmIJVi49abqhJpcSBiTI0964l2BU8U4IxdREYsp0Ql8woUvm0NszocuEkauSHHqYL3Z6KXyRxKGHEeMXTCX0kjd0n2z4SiCh9zRCX3KGL4IIXbChb3hwFTS43p7x79lPXteYsedzPWBDX5Cht+ShL7jQlyziGlMLXwksiN0mFPqcTuhjWqG7X8K1JBDdZRIquoEG+eoEiC7ZAz3lD6qr5Q/doYJWpYAFRcIWRa9WgMKqcSv+EaBwC/BzWZZndjz+IYAsy7/uds8rwC5Zltd2PL4ETAF8wCkgV/6STcpNoHCzbtY/p/6lgYKxIEUe3e9ZjEfLcc3Np/+TF/hF2kb+s3qekje//ooedMXkFYiCxJL9S8heIaI7UYrv1gIaHw+wYtRKAMWc8W0zlt1FyBnJlN4Xx/1zlVOfje39eWHnXHI+jKI7XoycmULFPDvD51zg5+kb8UoaflS6gNpNmaRvdkNFDXJ+JtV3KHnzv8hbR4G6nQ2+fvz+5Awlb35vE3JlLWKSE/f4ZOonS11u4OnqKIdCDv5cNY3LR7NIOiITd6IRubYBwaAnlp9G0zAT7uExhg2s4KHkw0wwVGEUlNjDrd4hbKwefCVv/nIIfUWLYtQYDCEYDEqTnWZT8ubTe+bNj4qrZIC+hmyNG6cYxSiquk4dWyURt6SnPmqjNhJPQ6Qjbz5opjVkwNstbz4aUV3Jm+/Y0HRFLnXLm9fqIui1ESy6MDZdAIfOR5LOQ4q2rSNvvhW7GMQmSl2nk34phqsjOvJCMI1jbZlccCXhq7VgqFZhru7Mm++AJ4GAEgnndBDMiqe1QEtbfxlnvybmpp/lDssZctVh/LLMgUAG79SP5dT5LOwnVSSc8iknwIEgQmoSbSMSaRwtUDCmgm9m7GCcrpnqqLrLjT95j4j9oCJfETJTaZyYgGean+8O38Y802WKomZ+VnKXkje/tQ2huBKy0qieZSd1diW/yv0Iixjh59VzOfnpALI2uBEq6wiNzKfsXjXPTf2Uu8wX+GtH3nzu+20IVfV4byug+WEfb4x8E4AlxxaTuMqAaZ8CFcqXSKy4tQOsdbi4qy/X4JqXT8HSi/xX+gZ+UTuHC68NwrmhGP/obDxf93Bq3n/fMI2D1Zwm32q9h+oH85i1+ABL7ft54sIieM2JdVcRvgn5eJ9sY/XQlRwJZinxmataERsVmJD1aDF/yPqYbf5+/HbTfArW+hCLq2mfXED9QyFeGrOGbE0r/152H9Uf5ZC2oQa53U/blFxcC4K8MPpDRuvqea1lHG/tnET2hgi6Y8UI8TYapqXin+3l50M3MMVQy95ACs+fvxPhs3hSdirrhuh0KIatt8W4b/RRnnTs62pK/1Q0hcDBBFIOhtCfq1b8UlIS8Q5NpHGkSNyIJhZlH2am+TxOUaA0qmajZzjrKobgPW9X/AAu+VBXNCK1eRSYmGAnlGnHk63DkwvhrBAF6Y1MSChltKmUAk0zzs74RVmiPqajKJzMhUAqF71JVLTZcbeYkFu0aFtFNB4BrUdG2y6j8UmofTHUgZjikRKOIkRiEI0h9GXe2mHOKqtEUKuQNSpkrRpJpyZqUBE1qYiYRMJmgbBVIGKVCdskhPgw9ngfWXFuCi0NDDDUkqdp7EqsAXBLEhcjCRz15XKgKZeimkS05TosZRBXFkJX6UZuciNHo0q8bFYiLf1NtAwAy0A3d2WdYa71JLnqKC5JZkv7QFaXj6XtRAKJx6+AXtFiJjgonfpxOnTjm/m3fju7YNBrzRP54OhokvaocByoR3I1Q1YadVPtSLe38LOBnzDJUMeuQCo/Pz0P4yYLSTsUr43QqHzK52p4dNpenow/xNFQMt87ei/Oj/TE7SpFMBupmZtG6gJF/lQbs/D1I4+Q/I4e8+4ipLw0ihea+e7sDcw0XeI/Ku+m7K0CktcpkwpFj8fzw7kfM95QxqLTizG/Hod5XzGeKQXwpDLF9Lr7Vja/OYH0d0qI5Cbz2f7/vGHWBfsApzzx1QcJxtREJJUid4ipesgcolHxH4cJfZgvil3Rkb3gQF8TC92euyq9oZe8oUtO8Q+AhC8NEfqaQLgWQLjWx531VeQNX7b6GoO85lRCH4Ch171fGi78o2BB1fP+7jKIqwwZ+5A/dEGF7lMMnRMK1zBr/Eegglot9ZQ/qBTZg0aMdUGF9yf8/ekvgiDcB8ySZXlZx+NFwDhZlp/pds9G4DeyLO/rePwZ8H0gCrwKnAeGAceAb8uy7LvW97sJFG7Wzfrn1L80UDDbM+SJ6jvxTMlH97U6Xi1Yw4uuqexZNYa090qIZSRyaamBl6avwiH6eOzQE6Sv0KA/Vop/fB4Ni4OsGLWSGAJPHFlM0ho95j1FSPnpFD9g5unZW1loPcXrLWN5a/Nt5H7YMWI6MJuyu43cP2M/33Ac4HgokR+cWoB5gwXnjipkv5/A6FwqZ6u5e9JhnknYg19W8fv6O9i3ezDpOyIYjleAFCM8JJvaSXoSJ9Xy7zlbGa93URXV8NfGqWw/MQjnQRUJR9xQVdcVVdg0wox7ZJRxg0t4OPEgY3SNAJwKO/iweTQ7SwrQnjdivxjDUuRBqG1C9vmUk3qnnWCmDU+2Fm82RLOC5Ke6GJ9QxihjGQWaJpwqGY0g9mjYi0PJFAcSKfEkUOux4mszQJsGjUdA0y6gaQe1X0YTkFGFZMWVPSx15M3LHRsb5b3yAiso79UCklokphU7XOAFIgaBqFEgYlaiIyNWGeIimOICpFo9ZFua6W9sIF9X3wN4RGQJV0ygKJLAMX8Oh5qzKar5/+y9d3QTV8K//8yMui1bluXeO7330EsglCQQ0kMLqbub3TfvZvu7ySb73V6yfdMIBEhIAVJpoQYIvXfce7dsWVaXZn5/jDC2A4Rs+y3ncM/xAc+MLNtHHt373E+JR1NhwFwOUeV+DJVt0GRXlRkmI0pKPM68KOy9JPy9PUzIKeJu22EG6loANYTxrcZRHDyTg/WYBtvxDqSSGggEIS2J5mFWmkaHmDr4LE/E7yRNE+CAN47fl91Kw95kUnarQYyIEp4hGVRP1jJ6/Fm+l7Slczdy/e6RpG8OYTxcgmAy0TQ5DefsDn41aB1D9I28ZB/N21vHkv2BGv4Zyk+n9K5IHprxGUtjDrGmfSAvb55G7jvqwtc1No/6h7y8PnwFEooKFd4wErFfbTipXhJg+cjlOGUjT25bRMEyD1JVIzV35zB+0WG+FbeTJ4rvx/1SMtE7i3FMyuXAu9+5YRYO0do4Je+hH5D/uAoYv1Mxl5pXc4ndVIh3UCZ1j/tZPWwZJYE4vr/pfvJXOBFrm2ick0PqglJezFzHRldvXtw4Sw1nrKyjfVIebQ908PKgVZhFP1+78ADe9xJI2FwBgkDD9HSEuS38oc/bxEkeXqiZxbGNfUjfoErX5Zw0qmZEkzOjlBfSPyRaDPCqfQxv7xtN6lYF84EKFJ+fQL9MaiYaSRhfw/eyNjNMb+eM38yfaqZw6mAuSftloo7VITe1INqsdPRPonGYBtPQZhZnH2Rm5FmiRYGLASPv2EeyuagPmjMR2M4GibzYCnWNKP4AYoyFYJoNR44JR66IL8dLv4xaJtsuMNxYSrbGjUmUcMohqsNVrCc60jnVkkxdUzRCox5Dk4ihScFol9G3BtC2eRE6PAguD4rfj+IPqBknlyogRbETGAiSCIKoTta7TuQv3SMUuXtbTNevIUmqmkKnQ4kwokQaw6GQWjxWEW+cgNcmoyT4SIpzMCC2lkGRlQzQV5Gq8WAWJdxyiNKgicOebHY09+JMRTL6EgPRxTLRJW40Vc3IrW0IOi0kxdNREENzXw3Bfi5m5J1jvvUwfbQuHLLCxo6+rCgdifuojfgjQSJP1yE32xHjYmkfkkTdaJEBI4v5Zsp2+umcHPFZ+U35dOo+SyVllwftmXIEvQ7nqAyqpwrcd8t+HrXuwyFrebbyDkq2ZJO2Ra2XlHPSqJwVzZCZ53g2ZQP2kIGnzt2P8n4sCVsqQVFomJGB/u4G/lqwBpei5fETC7C8pTY8yGmJFD9o5umZG5gZcZ6ny++ienU28R+VICfHUbTIzM9ue4c8XQMPHVlK0qt6DMfKaLktn5RHi/lNxvs8XzuTCy/3xfbxxRuqNtLSK14Z9fL9+EJqq0NQFvEHpS6ZCepHtzaH4JfDhEs2hy/AhK62hx55Cde0OFxLldAzmFG+fpDQ09bQEyRcEyJcCyD8q6wOX7UV6mpf5h+wPlwTMFwNLlwFLHQ9f11goattoavF4SpqheuxQHwhV6FLWGO3Bgjp+qCCoOne/tAVKujCigW9JtgZtvvhuH+8FUoQhLuB6T2AwghFUZ7qcs0G4Bc9gMJ3w7/VA8AtiqIcFAThj0C7oig/7vEcjwGPARgwDR0rzPxHvtWb4+a4Ob7C+K8GCtHaOGXIxG/T+A0Pbw9exsaOfqx4czqZb1WhRJq4uDSGn816h166eh489jBxr5sw7SvGMzKXmsU+Vo5Y3gkTElep0vBQQRpF95v47rSPmR15kRebxrPhk1FkrW9FqKjFOyKPsnki3xu/gTsiL/JhRwG/2juT9I8FIvaXIBgMtExMo3mml2eHfMKMiAoOeON47tztKNutJO1QdyGFBBstYxJpnORn8ZD9LLQcQhJgbftl6XzCIReaC5UQCqFkpdA8xELz8BDDB5SwKPFzhutb8CsK+7wpvF0/guMXMok+o8V6zoexpBm52Q6yGtToT7fhyDHgyIFQjocBqTWMjy1ilLGEDI0HU3iS3RDScsGfyHF3BidbU6hoseJtNqJvktDbw53zbSF0bQE0Th+Cy4vg8aH4/BDwq4uArouIrzIuLRYkEbQ6BL0OxahHiTAQNOvxW7R4LVJnbaQvLoTB5iEj1s7AmBoGmyropasnQQp0/jwVQSOHPdnsbMnnVHUKUqlRtX0Ue9FVhn9HgBhvw5Njw95Hj6NvgMG9y1XVh6EGnSBw2BfLG/W3cPhUDrYjErajbQhlNSBJhArSqB8ZiXdMB4/33cv8qFOEFFjZNoI3jo/GtlOH7fN6lIbmzt1IYaqd5/t8xChDE5tdGfz02GxiNxqI3VWF4vXiGp1D5RyF743dePl1tnsWWetlDIeKUDKSKZ8bw8w5B3g6breqoNk6h7w1bqSLVbhuyaN+wWWosPDQEpLf0GM6UIx7TC5ND7t5c8jrXPAn8qON95K/rA3R6aL8gTQWPrCV2eZT3H/iYWx/MWE4XnZDLRwiY9KUQe/ez2u9VvO35gl89voIktYWE8xJovgxDSvGL8Mt63ly2yLyX/cgldXTPCsX68JK/przDtvd+ZebHirrcEzJp+MBB68OXAnAk2ceRPu2Feu2UgSTkZo5KSTeWcHvstfiVSSeKb6b1o9SSN5UB812dWd5lpb5kw7w9di91If0/KT8Dsq3ZZK21RlO9o/GfksK9ZODLBy+n8WWgwC86RjG6yfGELNXT/yBViirQTAY8PdNo36kAXl4O4sKDjI36gRWEc4FInizeTTbLvbCdNKI7bQf08VG5KYWBEmCxDjceVbsBVqc+UEycxqYkXiOsREXydN60KKGNWFO8AYAACAASURBVJ4L2NjfkcfhlgyK6+IQawyY6gQi6mVMDX60TW5ERwdKh0vNLZFlFRTotGptpNGgVr6adGplpElDSC8SNAjIWoGQVq2OVC75fIUuO68h1MrIgIIYUNB4w9WR7iCSN4jo9iO4vWooq8+ngotLz6/XI0RGIEdHEogz4U7Q4UoUcScpyClespOaGRlbzujIInppm7GKIgEUigJG9roK2Fzfh/KSBMyFGqwXA5iK7FDfhBIKIcbF4i6Ip7m/DvdAD1MLLvCgbT99tC7sMrzfPog3Lo5EPBxF4iEvunPVattEVgpNI2Owj/WxaNABFloOAbCibSQrD48mYaeG2M9rUezhxo+pZtKmVvBC1gckSj7+2jKWtbtGkfmJqnTBZqX2tiQsc2r5Xd67GIQQ3y6dT/0HGapaxu3BPjUb/72tvNR/NRIKD59cRMSaaCzbCpHTkyh+0MwzMz9mWsRFniq9h+Y3MrBtKCaUlUjhw0b+PvUNzKKHBXseIfflEJqSOuruymXcw4f5RtwuHrv4IKG/J7Bv/Q0EGnslKMP+/mCnMiEQViaoNocrwIQrtTlcBSYIPRQI1wpf/MLxHnCgu+2hhyqhq3KhW27CVwQJV8xP6AkZukOEKyoQ/hm7w7+55eEftT10u7YrXOgKD3qChfA1XxksXClP4QvND0I3lUG3QMauFogvgwo97RBdMhWuCBWuUSkpSSpQuGR/0IXtD5egwqYJf/7/y/KgAAcURckMHx8HfF9RlFlXe76bCoWb4+b4z4z/aqAQFZGixPz1m6yZ+DIlgXief/8eNTRKUShZlMjTd6me0IVnFmNYFoN5VyG+IdlUPCzz+ujl6Aix6PASFSbsvUiwTybFDxh4dur7TDaV8rP6aex9fzAZ6xuh2Y5zfB61d/n59Yh1jDTU8reWMby39RYyP/KgPVUKKQnUzIgj5rZafpa7ngyNmxVtw1i2fxwpn4pE76tA8XgI9M+mepKR1AlVfD9zIwN17RzzWfhdxXTK96eR9HmQiBNVyO1OhJRE2obE0TACeg+p4JGUPYwxNOBXFD7zZLCqZhSFZ1KxnhKxng3XRrY71Ql9SjzOvGha8yXc+T76ZtUyNe48Y0xFZGr86AUReyjExUAsB105HG7NUDvn60yXayMbgxiavYitHeB0gcer1jiCOoHXaNTaSL0e9DoUvRZFr0XWScg6Sa2OlNTaSKVLdZMgK2ptZEhRKyP9IUR/CMEXQPAFwOdXFyr+gFpTGQYUgk4HRoNaVxcTiddmwB1/uTZSSnKTn9jE8JgKRkaUUKBtwSpJ+BSZ8qCOfe48tjX15mxZMqZCPTFFIcyFDoSaRhSPFzHKTCArEXtfE/YBMvn9qlmQcoAJxgp0gsABbxyv1Ezg/LEM4g9DzNEmlJp6xCgzrkFp1N2iIX10Nd/J2MwQfRtn/GZ+Vj6L6s/SSN3pQXu6FMFopH20Whu5dMxuFluOUBE08aPieWpw3+YmqGkgMCCb8tuNnUqYg95kvnvoLpLX6TDvLgKblYp58Yydq2Z87HBn88K2ueSu8aE5W4ZrbAH1C7y8MXw5fiQePrCY9NclDEdLcU7Mx7u0lZX9VvCZO48X199Ozop6EASKH07guXnvkqNt5P7PHqPgb362Hnruhlk4XKqN3NbRh2VvziBzVQWyLZqLj5j584w3sIhuFux9hJxXZLQXqmi9NQ/DEjWccZ8ni59unEfeKhUmtE3Lx/egnWX9VuFStDx2fAGWd8xEby8Em5XKO+MZcucZnk/eSEUwiqdO3Yfp/Whs2ytQgkEc47OomxPg2RGfMDOijF2eZJ49cTvmzZHE76xFbraj9MqkerIZ6+Q6fpizkWF6O0d8Vn5VNoP6PSmk7PGiO10B/gByThqNI6NoG+3jrv7HWWDdT5okczGgZ3XLGDae74v5mIG4k170hfXqLrvJiJyWSFsfM629BaReTiZnFHFbzEkG6poxixL2UIjT/nh2tPfhQEMmDZVWTBUaIqsVImv86OudCHbHF5tfzJHI0RGdCgFftIgvWiBgVtVFIbOMEq6NNBj9mHQBjNoARk3girWRQUVtf/GGtHiCWjwBLW6/Fq9HrY0U3Bokp6iqopygdyjoHTL6tgDaVi+iw4Xi7PhiA4w1Gl+imY4UHR2pAu6MIHFprYxJLGNi1AUG6uqxSqoi46TfxqbWgeyoyCN0wUzMeQXLBSdiRT2K24MYY8GXn0jTQAPOwV5m9jnLQ7H7KND6qAqJrLKPZt3pwVgO6Ik/1I5YVAU6Lf7+GdSMM5AwtpbvZ29imN7OMZ+F/1cyG/vOJFK3OxEulCParDROSqZ9uovnB33MZFM1G11ZvHBoNkkfa4neXYYgijRPzcI1t50/DnybbI2D52pncuzDfmrNcbMdx+Q82u7r4JXBq4gQAiw9swD9m1YsW8NQ4SEzP5j5AeNMJTxZdD/u15OJ+bSIQK80Sh4VWTHuddyynq9tWUzBq07EZgflCzJY/OAWpkee5f6jS7kw7/kb5r4QVZCgDPrrQnwhqZsyIRiUkEMi8r8aJnxBoXCFvIRrWBy6AwalE7Zdzd4ghLoAhKtZG3qChC9RI3xBhXA9AOFL7Q7/xrljlzlG5/gqtoeu13RVL3yJaqGnHeJLrRDS1W0QlyGr0B0gXMMC8aW5Ct3aHv55qCBKCmIYKHRVKujDmQo7Jr/4zwAFDWoo4xSgBjWU8QFFUc52uWYW8A0uhzL+SVGUEeFze4BHFEW5KAjCT4AIRVG+c7XnuwkUbo6b4z8z/quBgj4tTVmzy4ZZ9PDI1qX0eqkDsdlB5QMZzH9wFw9ZDvG14vtoX5baOVEqfljDy+PfwCK5WXJsMbErI4jcXUSwdzrFDxr4yZR1jDOW81ztTI6v70fa+3Xg6KBtSg6Ou538aZA6eXuh7jYObuhPxsdqGnuoTyYVMyO45dbTfC9pCwFF5Kc1szixvYC0T1XgIERH0TomlbqpIRaO2Mdiy0FkYHnraN48NpK43VpsB8O5CpZoXANSqB+lJWZEA49n7WGqqRQJ2ONN4fXqsRSeTiP2hEDs6XBwoNuDGB1FIDsRey8jbb0VovLVxPJbo07TR+vAJEo0h0Kc9ieypz2ffY1Z1FdZMVZpiagJJ6HXuxBb2lGcThSvD1AX8oLJiBJpQjabCEbr8Udr8JtVP3MgUiBogpBJIaRXkA0yaGUEnaymBAsKgqggCAqKIqDIArKi+lQVvwgBEdErIvkEJLeAxg3aDtWHrXPK6BxBNA4fotON0OFGcXs6wYZg0COYzcixUXgTI9RE+hQBT1qAxDQ7Y+LLGBdVSH9dPTZJVS6cC0TzaXt/tlXn47hoxXJewHrBg7a0XvWWm4zImUm09DdjH6iQN6CKh1P3Ms5QQwjY5s7m5bJxtB5KIPFAgIhTNchtDoT0ZJpH2mgaH+DBIQdZErMfkfBu5KExJG2XiPm8GsXRTrB/NpW3mhg09QI/TtmAVpD5Vd10Pv+0PxkbXUjnylGyU6mYbWHk7NM8m7SJ0mA03zxxH9HvmdXg0OhIqu5MYuC8c/w05RP2eDJ5bsc88lb70JyvpGN8Hs0L3KwYuhynbOCR3YvJfV1Ge66C1un5RC6t4aXcNaxuG8HaNyeS/pa6+L7wRCSvTVuGUzby7U8eovx/nrlhFg69BuiVn67vx/c/eJC8ZU0gy51ND4P0VTxwdCkJrxowHimlfWIeviUqWDnpS+GHn95D/ko3YmkNjin5eBeoMKFd0fPYkQXEvW1SM1aS4imfZ2XKnKN8P2H7ZdizXod5dzFChImGaamE5rTy237vUaB1qHBx73jSN0LEwTIAXKOyqJoqcvvYIzxl23X5tXJ4NPGfaYk90IBS24AYb6NtWCL1YwQGDyvmG8k76KdzUhuSeLt1BO+dH4LhmIn4Yz4MF+tUkGCOJJiThL2PidZ+Cim9G7gz5SSTI86ToQnhVWQuBqLY5uzLzvo8astsRJZpiCqXiax0o6lvQ2lzqPcASUI0R6rVrLZIPPE63HEiXpuAL1ZGsfoxR3tIimonLaKNVEMrCVoHcRonsVIHZtHbrTpSAqRwfWTPIQMhRSEE3SojnbKBllAkTUEzDYFoqr0xVLks1LVH4XQYEew69C0ihmYFU5OMsdGPtjlcgevsUBtsDHoESzTBRAsd6SbaM0U6soIkZzUzKbGIqeazFGjbMQgiFUGJHa7efFAzkJrzCcScFbCedaMpqUNxdiDGWPAWJNE0WI97qJt7eh/jvphDJEshzvjN/K1uEkcP55G4T8FyRK2VFZITaBmVQOOEQKcSRQb+3DyRjz4fStpWhYgD4dfGyCyqbhNYNHYPS2MOcTEQzXfOzkf82ErCp9UoLjfO8eGg1jDk/nXjJLZ+PJzMdXaEukac4/Nout/NK8NWESX4VKiw2oplexFyZhKFCyP46fS1DNFXsejsInSvW4napVYs1z/iY82w1zjhS+Pn799F7usNIAgUPRLPL+98kxRNK7dkld0w9wVzfqLS58+LCYaBQvCSzSEoIcuCqk64lJvwz8CEnm0OPZQJPa0OV7M49MxauAwBuoOEq6oSeoKEbpDhOtUIXc9d7fyl0XNO2BMcfNmc8V9kebji+Z6g4Vq2h55w4Wrnr6Ba+FKw8GU2iK7X9cxGuIYF4qq5Cj3VCT3Awj8MFTQyoqgghYGCWiUZQiOpUGHPtN/+s7WRM4E/oL5VvK4oys8EQXgCQFGUl8K1kX8BZqDWRi5RFOVI+LGDUGsjdUBp+Fzr1Z7rJlC4OW6O/8z4rwYK6f2ilI82RnPPoUdJ/ZsW3dkqGublMmjJaZ5L3swPq2dzfkVvEt4vRs5M5OISIy9Oe4tsbTOLTy0iYoUF885C1ebwkJGfTF3HRFM536+aw9m1vUn9QJWPtkzPIXh3C3/v9yZmIcD3KuZR/mE2qZ80QGMz3mG5lN+uYdGEPTwWc4hzgWh+cGEegU1xJG1vQqmshZw0aidb0U1t5scFnzDG0MQxn4Vfld9G7e5UdRfyVDmEQsh56dSPNuMa5WZRvwPcE30UqwhHfFZeqxvHsVM5WI+J2E46Ectq1Z31uFi8ufFq53yfAH0Lqrk94STjjMUka9QAw9P+GHY5e7OzPo/6ilgiysOLhyov2ro2lFYHisejKg/Cu4+hWLU60hurwRMr4rOCP0ZGsQQwRXmxRbqINzmJ13cQp3Ni1biwajqIEH2YBB8GMYCOEFohBICEQiisEQwoEn4kvLIWt6LHJeuxByOxByNo8ptp9EXS6DbT3BGBu92A0KZF1yqit4OxRcbQEkTf7EFqcV7elZRlBKMRISaaQJKFjjQD7ZkirswgiRktTEosYqL5PP11rZhEidqgwh5PLh81DOTsxVSizoW75ovDMvFwk0bLwChahsoMGVDCI0l7GKa3Y5fhXcdQVp4diWl/BIn7w+0OkoR/QCY14wwkjqvhB1kbGaJvY583jp9enI1/u43kHa1QXImQnkzdlDi0tzXxi17r6aN1sKxtGK/vmkDmR0EMR4oh3kbNrAQy7lSrS52KlifPPIi0Npa4LaVqtemdKfSdf56fpX7MHk8mP9l2F3mrPUgXq3BOyqdjkYM3Bq6gPGDlW1sfomC5B7G8nsY7c+m15Dw/T/2E52tncGJ5fxLWF+Pvm0bVk0HeG/kKe9x5fLP3zhtm4dB7gF5xf/t5Cv7mR6ptofLBTO59aAf3RB+9HM64oxD3qFwal3p4a+gyKoMxfGv7Q+StVEFM+5R8nA+188bAFZ0wIf4tI5GfFaGkJ1J6t4W7Zn3OU7H72OLO5vndd5C5HowHCiEhjupZ8STPruCXWWq45v+ru419W/uRscmNdLoUMS6WhklJdEzv4IcDNjEjooILgQh+Vjabyt3ppHwWzt6QFQJ9M6gba0I35nLAXwD40NmX14rGEDgcQ8LRAKazdcgtdhUk5CbTPMBI68AQfXtVcU/iYcYZy7FKEg0hmT3uHDY09edEWRqGIgPRJTLmcg/a6hbkNgcEApf/jhKjcScZcCVJuJMU/AkBLHEd5Fib6WVuIN9QR6aumTjR3RmaqhVEQijd6iO9iohPkXApWgKKBq+iJYRASBGRERGRkQQZCQWDEEArBIkQAt0aYC4FskoIBBS5MyS2STZR7rdR6E3igjOBEruNtqZIdA1a1apRF8JU50Vb77h8n9NqES3RBFOstGeZcOSIeHN9DMiqZk78ScYYS0nWCNhDIfZ4MlnbMIzT59OJOSlhO+VBU1yrgoVYK+6+STQM1aIZ3srDefuZZz6DFtjizuZPhZPw74sl6XM1LwEgMCCT6olG0sdX8qOsT+ildbHZlcHPT91G5JZIEnaqORmhftlU3mZixLSzPJe8EZei4ftl86j+OJPUDY3Q0IRnVD7l8+D/xn3MzIhi/twyhnUbbiH7vTaEyno6xufR8ICXV4evJErwsejkYsyro4jaXkiwVzpFi/T8ccpq0jWtqjXwNROmA8U4J+WjPHa5Uvad1ZNJf7OcUJKVi18z8M6kvzM6s+KGuS9E5icqBX9Y2hnCGAyKyD2sDt0yE/5NMOGKwYxXsDh0Uyj0yEoQZOX6QQJdrrkGSLiqGuF6IYJ8leNX+vzLjn+VcTW40PN4N0XClVUL14QHPc9/GVi4ihXiqmBB7KFWEK+mUOhud+gZyPhvhwqa7tYHVakgI12yPmiCHJj+6xvmvnATKNwcN8d/ZvxXA4UBA7RK7B++if9vSZg/K8IxJZ/Ix6t5KfdtXrKPZdOqMaS9U44cE0XRYgvPzl7LKGMFS84vQFkRr0o/s1MofCiCZ6evZ4KxlB9Vz+Hsu71J/aAK/AEaZmZhuLuBvxSsAeCbhffR8X4iSZvCO0Tjcqm5M8CzI1VJ82ZXBs8fmUP8Br1aE+f24BucTeWtOsZOPMMziZ8SLYZ40zGYl4+Nw7ZTj21fI0p1HWJCHG3Dk6gbqzBm2EWeTNxBH62XoqCWFc3j2HSqHzFHtMQddyEVVasgId6Gu1cCzQO0uPp5mZBfxNzYowzXN2IQRKpCInvceWxo6M/5smSMJTqiS8OLh1o7sr1NXTzodAjRUYTio/EmqNWRngQBb7yMEO8l0dpOdnQz+RGNZOmbSNG0Eie5MIshTIJa1SaF30EvLSQu1UiG512EurxkpPD7sUT3msiuXyOgyLgVBacs0RSKoCYYQ5kvjkJXPKUOG/X2KJRGA4ZGEWNDuDKywY3U6EBxtKsKBq0W0WohkGzFmWnEkS3iyfHTO6uWWQmnGWcqIk1SFyaHffG83zKUzwrziDhjwHYqgOlCg7qzaDQQykulaXAErcMC3DbgDItte8jTBLgY0PO3hknsPdybxM8FYg7Vqe0OKYk0j0mgebKPx4fs4cHo4zjkcDjnrn6kfxquFjUZsY9Pp3GWjx8P28DMiDJV4nxwNikfaNWK0ggTdbelEjm3nj/lv40oKJeDATeWgU5L9Z1p9L1HhQqfebJ5Ycs88le7EEtraJuWj7JIXRwc9qbzwob55C1vQ2xtp+reTG5bsI8nrHt5suRenC+lEb29EOf4PHRfr2N5/ltkpdXfMBMEY26yMiLvWxiPVdB4Ry4DHznN/yVt5ntVd1D+Wj62TwoJ9E6n5FGBVWNfI6BoeHjvYrKXg+5kGR3j87AvcvH64BUEFImlRxapMGHXReSsVErviWLhrJ0stRxhrbMvL26fQc46P9rjJShZKVTcHsPIWaqixC7r+G7JfJo3pJKypRmlqg4lP52qW6NJnVrJ81kfkq318p6zFy8en4plh4H4PY0oNfUISfHYRyXQMD7EHUOP82jsHhIkmX3eOP5aOZnSw2kkHJaJPt6AXN+IYDISzE+leaCJ1kFBhvct5YGEg4zU12MQRC4G9GxyDmBjVV9aL1qJLhSwFPkxlLeo7QZ+P0KECWJj8KVacKbp6EgT8KQGsSS10zeuniFRlfQzVJGmcRAnKRgEiRAKbjnUubCvD0ZTG4ihzm+hzhuF3RdBm9eI06vH59cQDGgI+UUIiuHFj8Dl9hdFvTFoZCSdjEYbRK8LYjb4sBg8WPUukgztJOnawu0vjk6QYRIlJAS8SoimkEBVMJoz3jSOtadztimRtroojNUaIqsUzFV+9NVt0NKK4nKr9z+bFW9mLG25avtLdL6d2elnuc18igKtD68ic9CXyFsNIzl8NhvLSS1xJ1xoCtWsBDExHsfgBBqHi2QMr+ap9O2MMTTREBJ5tWUcHx4dTMJuCeuBBrX2NyWRprHxtE7x8vTgbdxtvkBpwMBzZXdQvS2dtE8dCIWVCGlJ1Ey3YZtVzS9y1hEn+nih7jYObOxP5keqQi4wOIeSu3Q8PWUz881nWdY2jJUbJpH9bjtiWTUdEwpoeEDNVDEIQRYdX4J1ZQSRnxURGJBJyRKR18ctRysEWfj5UrJfAe35Sppn5ZP5aCG/SvuQn9dP5/irA4j/sBjv4Ayav+bi7B0/vWHuCxF5SUru7x+5HMIYbnSQg2GY0Gl1ACGoQgXhUhDjJVjwL4IJ3WHBFQDCFRocrpSV0PmYa7Q2fCWQ8GUQ4XoAwnXCBOFfaH1QrmR1gGtDhS8DDNelTOhy7lpg4WqtEF1gwTWzFcJNEFcCDF/IVfhXQYVwMOOlfzuhgnRJqSAjasJ1kl1CGrWaEEdn/uKGuS/cBAo3x83xnxn/1UAhrk+skjrhRySsL8Y3IJ2Gr3t5Z8hr7HHn8oe1t5O9sh5BVihdmMyj8zcz13yKr3cJoFJS4ih6MJpnZn3EzMiL/F/NTE6+24/U9WGYMCsL8721/CXvbVyKhq+ffRDWxRL/aQWEQrRMycJxp4vfDn6PIbpmlrcN5bXdE0nfIGM6VIKg09E2LpPa6UGeGrmD+6NO0RDS8vOamZzYnU/qrgCGY2UQDBLsk0ntuAi0Yy53znsVWOscyOvnx6A5bCbhsBf9+Rrkdqe6K9YnkeaBOjwDPdyaf567rIcZqGtHBs75zWxwDOTTyl64Cy1EF4Gl2Ie+wn558WDQd/bOu1INOFNF3MkyUpKHrPgWBsTU0NdUQ56unmTJjVkUOhcQvnD/fJusoyUUgT0USVMwCnswgtagCUfAiCuowx3UqV3fskRIvqwllEQZnaj67UwaPxEaP9FaDzEaN1aNizhNO1apg1jJhUX0YxYF9GFo4VVCOGWF2pCJIn8iZ90pnG5LprQxllCtCVOtiLlaJqLai662Te2Z9/o6Fw2+DCttuXoceWDKb+PW9AvMij5JH50TETjpj2KdfTifFvbGeNKI7aQf07l65BY7YpQZX+8UGoYbCA538nDvfcw3nyRCFNjoylJ3Iz+PJXmPC825ctBo8A7JonqilgHjivhB6kaSJT9r2gfw54OTSd6iwbKnHMXvxz0ih8pZIo+M38USy1GO+W08c/xuoj+MIHZbGUgSTdMyCN2lqmUihCDfKLoP5zvJJGyqAI1E9bw0+t99jp+nfsLGjgJ+u3EOeavbEWqaaJ6Zi21xBX/Nfpf3nQN4de0MslfWAlCyKJn/uftDxpmKuffYIyT81YD+VCUNc3MZ+ehxXh62+oaZIETGpiljxZk4x+chPNHI8l6reMU+ls0rx5D6dimhxFgKl0byh+mrSNG08dCRpSQuM2A8GA5sXeRn+cjlaIUQS44tVqtkdxYiZyZTcm8US2buYInlKKvbB/Lylmlkr/OgOVNGqFcGZfMiuePWA3zLtodz/hieOTMf3ccWErapNhff0FwqbtMyc+JRvhW3kxACv2uYyvY9A0ndHsJ0uBwCfgL9sqgdZyJqfAPP5GxlgrGO2pDEa83j+Pj4IGIPaIg73IpQXguigJyTSvOgKFqGhhjcr4yFSfsZqa9HKwic8ZtZax/O1tICxPORxJyXiSp0IlY3ojidl/8uwtWRzkwBb4aPzNRmRtgqGB1ZTJ62iQRJRiuInW0qVcFoSv3xXPAkUdpho9oRjaPdhOLQoWkX0ToFNC7QuhU0bgWNT0HyKogBGTGgIIbCDTBd30uEcPOLJCJrBWStSMggENSHm19MAsEICJgVglEyQrSf6Cg3qdEOsiOb6WWsI1vX2Ak8Ln2/DSGRokAc+ztyOdScQXm1DUOFHnO5QlR5l8pIv1+1T6XG055vprW3iNy7g2nZF5lrPcJAXTsBReGgL5GVdaM5fiaL2KMSthPtiCXVICsomck0DY+hZVSQOYNP8IhtD8lSiL3eBH5VPJ32PQkk73ajPVMGWh3uYZlUT5WYMu4k307YhhaFF5smsXHXUDI2hStHo6NonJKKd46D3/V/jz66Vv7YPI4PPx1F1voOpAsVBPtmUTrfyKO3bmdh9HGWtw1l+cbJ5LzTjlhei3NiPvaHOlg+RAVlSw4tJmWFvvN1X7/Uy+phy6gJWvifTxeQ/1oHUn0L1fdlM2PhPh6z7mXpxYcI/T0B8+4i2qblc3DNjWOFMuUlKVm/fexyPWRICucmCCrc6tbk0EWZEIYFl6ohrxcmiKEeuQg9ghmv2erQ5f/dshJC129vuCpI6AoLvnJuwpeoFHrMC68IDf6dc8crqBW+ABuuBhU64cCXwIUr5ilcP1j4MrWCIgldruupQLiy5aFbrkJXUBA+LkvXDxW6VUpeggrSpX/DwFdS4FKVpKQgSqFuzQ83VM30TaBwc9wc/5HxXw0UDMlpyiTtfOTYKC48Ecnyaa/hUnQ8tXkRBa+2IzY7qL4nk6kPHeBbcbt5vnYGx1YNIHl9KYrFTMmDNh65U62G/Gn9NPa9N5j0tTXg9XXChL/lrcEh63ny9IPo37Ng3VqKoNHQMCMD5c4W/tT3bdI0bn7bOInNW4eR+YkH6VQJQoKNhimJBG5r44W+HzPW0MBebwLPn5uttj3sskNJFaI1hrZRKdRNgGkjTvH1+J0kSyEO+mL5U8VUyg6nkXBQJupEvbrrbY4k0CuFxsFGnEO8TOt1nvtjD9JP50QGDvti5n+ZIQAAIABJREFUWd88jM9Kc9GdMxFzMURUkROhpgnF6VR37GNj8KdacWYYcKaLuDOCWFPaGBJfw/Cosm71agBuOYRdlqgJRlHqj6fMF0eF20q104K9w4S3Qw8uDZJLRPIISF6QfCD5QQwoCEG1h7tL9lr4TQ4UDWrquw5CeggZIGRUCEXIEBHEEOnDGukm1dxGhslOlr6JbF0jKZp2rGIIU/h77Fpvd7g9ixNNKTRXWzBVajBXyJgrvOiq7cgtraoiw2xGSYmjPc9Ma4FaGTkup5j5tsMM0TV3LsTWtIxk64XemI8ZiD/uQXuhRpU5J8TRPiiRhpEiWcOr+GbGNkbqW6gNSfy1cRJbDw0gabeA5WCN2iSRk0bdBCvKlFae7bOBCcY69noTePbsHDSbLSRuU1sgQgNyKJ9t5Napx/huwnaqgib+59x9nbVwSiCAfWo2nrsd/G3Am1hFL18rul+FChvKwKCn8q4UxtxznB8nbmVN+0Be+/BWclY3I7S2Uzsvh0ELT/N88ib+2DSebatHkfpuuRpa+GgUf57xBhGCnyXbllLwkhup2UH5gnQu/Ox/b5gJQrQ2Xhk+8puUfkNg7eiXOerN4Ndr55K7vA5FFChZnMjT8z5ickQhi84tRFpmI2p7IYEBmRQvknh5/BskapwsOb0Qwyor0dsLUVITKLnPwuJZKkxY6RjMa5umkr1WXcwFBmRTNtfAw9N2ssRylD3eFH54eB7xH+mx7CoFWcE5LpvqmSG+NXobD0Sd5UIggudK7qBpewqp29oRLlYgRkfRNjqV2kkKc0Yc50nbZ8RKCptdGfyxaDLefTaSDnjRnVHraYWURNoGx9E4TCBjcA0Pp33OZGMFWkHgpD+Kd1tGsL2oF/ozRmxngkQU2sPVkX6E6Cjk1DicOWbackTc2QEyMxsZH1/MLRGF5GlbsUoSsqJgl2VKAjGdO/6FrXE0N5sRm8K5BXYFfZuCvi2Itj2A5PQhur2Xw1WDQZRAkEsVkNfz/iEIQmfVpKDVgEbTGf4qmwyEzHoCUVp8Fg0+ixBuf5GR4/zYbE7yY5oYGFXFQEMlOdpWrKJql7CHQhQFYvjclc/uxlzKy+MxlWqxlMiYSzsQqxpRHO1qAGxSPK58Ky19NXj6eZicV8h9tgOdYGGHJ4MV1WMoO55C/BGwHFNDWgWTCX+/NOpGGTCMaeZbeTuYEVFBS0jg780T+PjQYJJ3Clj2VyM72lEKMqieEoVtSi0v5H5AL62Ld9r78Pv900jZJBG1uxREAceEbBru8PHz4esZZ6hhedtQlm2bRPZ6L9pTpYR6ZVA6P5IlM9TX6fK2oazYMJmct9sQqhtwTM7Ds6CN1/uvpEU28cjuxeS8oaA7WUb7lHyCD7ewsu8b7HLn8bv1d5CzogEhJFO8JInvzn+foYYK7t7/OFl/BU1hDVsa//F6uP/0MOYmKxm/frxbo4N8CSSEP64EEy7VQYqdwOHaMEEIXbvJ4QuWhyvAhG4WB/k6VQlfaHXoevwaIOHL1AjXgghdjn0BHvy7mx2uNq6n8eEa0KDb/0Xhitd8ASCEz10JLFyxFeJqYKGHWuESQOiuQPgiVLhideQli0Q3iCBcEypcqpSUwxCh87E9oUKXD1HzxeaHG0m5dBMo3Bw3x39m/FcDhWhjkjIm6QGKl6bwg7vVwLW79z9O5ssC2rOVNM3JJ+PhIn6f8QEvtYzho3fGkrGmCiSJ8vuSmXvPHp6w7ufFpvFsXjuKjPfqwOmicXYO5vtUmGCXDTxx8iEi340iZmuRKj2fmUrU3Dr+kPcOJjHI/1XdztmNBaRvbIOiCsjLoGqGhfTp5fw08wOSJT8rHYN56eAEkrZqiPm8Sp1E5qZTNyEaZWIrz/TayoyICtpkWGa/hXePDyN2v5a4Q21QWo0gici5aTQNMWMfGuSW/kUsjP+cIfq2zh2ztxtHcPBCNuZzOqznApiKW1Dqm9QFdHjx0JEViSNboiM7SEK6nVsSShljLqaPrp5ECbSCiFMOUhvSUeRP4IwnlXPtiZS1xtJmj0Cyh3MM2kDnUNA7Q2idIbXSze1H8AYQ/AEIBNVFREgGOdRlUiKDEEb8ogBiuCZSowGtBkWnRTFoCZl0hEwaAmYJn1nCHy3gs6j5DSFrAIvVRVZMC32i6ulnrCZP10Cy5McsaggoMvUhOOdPZJ8zl88bsmmotBJZqiG6NERkWQdidROKox20WoTEONy5sdh7a3H29TOyVyn3xR/q3OE95rOwsvEWPj+Th/WohrijTsTiKvVny06laYSFltEB7hl8hMUx+zoXgL+9MA3hsxiSdjkQiisRo6NovSWNuqkhHh25myWWo9SGdPy4/E4qt2SStjn8+slNp3JWDH1nXuT/pX2EW9bwdPE9ONYnk7SpBqXDRdvUPNrvcfLyoFWXocLbySRsKAWTkfJ7k5kxX62UfMk+mvXvjSNrTS0EglQ8kM7t9+3lidh9PFN5B2Wv5xP3USGBvumUPa6wdvTLnPCl8Yu1d5H7Wg2KUc+WczeOhDHamKRYf/kMf5qzAoMQuBzY2tRG1X2ZzH5I/dm/WXYXtcuzsX1SiJyVTOFiE7+Ztob++joePr+A4Kp4rJsLUZLiKb0vhgW3qzaHlY7BvLZhKjlrnYiFlfiH5FI6X8vTkzZzb9Q5PujI4xd7Z5HxAZj2qXaVpqnpOGd18ItB7zPW0MAWdzovnJhF1JYI4nepFplL0Ck0uY3v99nCdFMltSGJPzdMYfuRfiTsFYg5HA5pjI7CPTCNhuFaDMNbWJJzgNmRZ7GIIqcDJt5uGcWWC70xnTISeyZAxIVG5MZmADVvJTuO1nwdjnyFqJw2JqQWMznqHP11jVgliYAiUxuSOO1LYX97LsdbUqirj0FTp8PYIGBqkDE2BdC1eJHaOlA63CheLwQCKIqiwgBJUkGAXo+g1YJOi6LVoGg1oBFRNGJYjqtOxDt3VGUFIShDUEYIBBECQbXtJRBQayIDQbVK99LzaLUIBgNCpImQJRJ/rAFPnBZ3vIgnUSGY5CcpsZXBsTWMjiqmv76GZCmENtxyc6nd4rPqXNpLLEQXCsQU+jGUNiE3tai/s3hbuDJSi3uAh+m9znNf7AH6a920yTIbXb1ZVjwG7+FYEg4HMJ1U7/FCcgKtwxNoGKswZdgZnkrYTrIUYos7nV+em46003IZLifE0TgxifbpLp4dtIHppkr2ehP44ck7ifzETNz2KpQOF+4xuVTcCT8Yu4E7I4t4p70PL+6cQfa6ALqjxcj56ZTMN3cqaZa1DWPVR5PIfrsVoa4R+4x8pAWNvNZrNef8iTyz7T41U6WslubZ+SQvKeVPWet4xT6aD1ePI31NOXKchQuPR/LarcvwKlq++fFiCl5qZsuFX94w9wVjbrKS+osnv9jo0C03oQtMuAQK/lmY0MXScPX8hDAMuNTi0CN4sWeDw3WpEq5kbfgykPDPQITrsTp81XmjrFy5ueFa4zqAQre2h38ELlwPWOhhkfjKaoWeTRDhazpbILrZHq4AFbpaIv4JqNB5zSXI0KlUCFsfNF9sfrih2l9uAoWb4+b4j4z/bqCgjVMyH/8hk5ce4Gu23aoc86UEzDsL6Rifh/exVlb3W8EOVz4vvn87OSubEDrcVN+dyagH1B3cZa0jWPPBRLLfagS7g5bbctE+0MDLvd7EKet49OQCzO9EYdlWhGCO7NY5H0Lgu6V3UfdxBikbG1FqGwgNyKFippHxU0/x/cQthBD4Tf2t7No5gLRtfgxHS0ES8QzLpnqihqHjLvK/yVvI1vjZ603g96XTaNqfRNI+P8ZTXasj42kcDjmDq1matodxhhokQeCwL5ZVDWM4eD6bqNO6boGCCAJivA1vlo22PB2OXDDktDM6pZwplnMM1NeQKIEoCDSHQhQFYjnmzuSYI40LTQm4GiLQN2owNoKxWcbQEkDX5kN0hJsWvD41pyA8uQcuLyQkCSQJJFH9vMubMACKoj4mFIKQrH6NUOjKX0unQzDo1YaJaBN+ix5vrBaPTcQTD774IBEJLnrFNTAkuoohpnLytC3Ywrur9SE46Uthp6MXn1dn4y2JIroY1T9e1qwutBSle7Blfz8je5fyQPwBRhmaANjlSWZZ1ThKjqcSfxgsx8Jed3Mk3oHp1I3WETemjv/N3spYQwOlQR2/r53O0T0FpO4KYjxSCiEZ35BsKqfpGD9RbQSRUPhl/XQ+2z6AzA1hhUtyAjUz40maU8Gvs9ehRebp0rsvd807O2ibkkf7vU5eG7QSs+jn8QsPEngrgdhNxWCNpvSBeO6/cxdLYw7x0/ppHHhrMKnvlaNEmihZGMfTc9Vd+oVnF6F7xUrkZ0U4J+UjPdHAsoLVvNQyjm2vjSbp3YtsaXr5hpkgGJPSlJ9s78vMyDOX7Rsnyzv94L9N/5DfN01k56oRpL5TihITRdHCWL59+0dMj7jIU2V3U78qk/hPSsASRdm98cydu5enYvexun0gr2y8lZx3VZjgG5ZH6d0SP5j4CXdGFrHa0Z+/7JpG5gdBDIeKID6WuulJGGY38KuCdeRpOljeNpRX900g9VMB8+dl4A/gH5RF1RQ9fccX8/20jWRr/OzwJPObwul49tpI2utGe7YiHNqaRuOIKNpG+Zjb7wQLrPvJ0sqUBUTWtI3k/QsD0Z2MwHYyDBIamtS/o6R4XPmx2Htr6Cjw0zune44IQG1I4Kg3jT2OAo7Up+GojsZYLRFZoxBRH0Bf34Fod6J0dKh//4qCoNGoIa4RJpQII6EoA4FILQGzhkBE2KZgElT1kR5knYKsBVkTnqAKijrBVgBFXciJQQExAKJfUNVOXtC4FbRuBa1LQesMou0IILV7EVweFJcbxeNFCQYRBEG1c0VGIlvN+BIjcSVq6UgR8KSGMKe0MyyxigmWCww1VJEsqfebS3kzmxr7cbY4hciLOqzng0QUtqDUNUIohJgQh6tXPM0DtfgHupjb6yT3Ww52/v5X2Ufz/tlBRB8wkHDQoVZGSpIarHmLCeO4Zr6Tv4XJxlpKgzp+WTWTs3tySdvmQ3eiDHRanGOyqJ6u8OiYz1hiOUpRMJIfFM7D/XEiSVvqoLEF3/A8yu7U8I1JW3ko+rQKsT6bTfa7IfRHilSocI+Zx2Z+ykNRJ/lzyxje/2AsWW83Qls7jbNzSFxQzp+z3mOrO5/ffHgHeStbEFrbqb4nm0kLD/G/cbv4btXtlL5agO2TQnwDMztthRs7+rHizelc+PmNo1wy5KQoqT9/8nIIY9dGh+DVYcKlzIR/GCZcykToFsiodD/XNS+hK2ToEbyoHuPLQQJ0QoNrgoQvUyNcCyJcCyBcbX54vbkJV3r81cIXe47ryVO4CmC4Jly4hmrhS8FCt2NcGyx0OfeFwMau4KFLrkK3sMZLHz0+/6pQoVumwpWggqYrVOge0lh0941TM30TKNwcN8d/ZvxXA4XImDRl+Lp7eC3vLX7XOIV9y4aQuK6YYH4KJU8IrBn7Ck0hM9/4dCEFy1yIFfU03Z5P0qIy/pK1lo0dBfzu49vJfUuVg3btnPcj8vipBRjetqjKBHMk1XekkDG3lN9mrsMpa3m68F6cHyaRvKkGpbVNbXuYo2XBxD08EXOQqpCeH5fOvRywdaEcMS6WlrHJNEwJ8OjQvSy0HCWghKvijo0idq+O+P0tKBU1CCYTvv7p1I/UI45oY0neAeaaT3XuQq5quoXt53thPqnHdsqHobABuan5slQ3z4q9l4aO/AD5OXVMTzjHhIgLZGgC3XbnDnTksr85i4q6WDQ1eky1AhH1IUz1frQtLoTWdnXC7verCwhJQtCpu4IYDShGPXKEnpBJQ9CoCXueRWQthLSCamvo0q18aZdFDIEQBCmgIAZA45ORvAoaTxDJHUR0+RA8PvB4UbxeFH8AJRRSFww6nbqAiYkiEBuBO1GHK1HCnawQTPGRkdTCaFsZoyKLu+26VgS17HHns6m+H4UlSUQWarFeCBJRdFkKLsbZ8OYn0DxAj3Ogjym9L7Ag7vPO3cgPO/qxrHAM8iELiQd96E9XorhcCJmpNI2KpXmcn4VDDrDYchCtACvbhvLq0bHE79Bh21OD3NSC0iuT6mnRJE2r4mfZ60mTfLzUOpJVu8aR+XEAw5FihBgLtbelEHF7PX8seBuzGOCZ8ruoeD+b1A/DUGFqHq77HLw6cCUGIcSS0wvRvWUl5lNVpl/8gIX/mfMJcyLP882yu6h5I5u4jwqRMxK5uDSCv9y6kjjJyf2fP0bO3xU0hTU0zMtl9CPH+Hb8dh4pegD/35LYt+47N8wEIba3TTn0qZZvV8yl7qUcYjZdxD0mF+cTDtYMWM5WVy/+vHY2OSvqQJYpvz+V+fd9xqMxB3mudgZH3xpAyrpy0GmpuCeFifOP8qOE7ax19uWPm28j5x0X0oUKFSbcI/HcxA+YGVHG8rZBvLJ1Ctnv+9CcKEZIS6Jqlo20meVq24MQ5HeNU9iyYwgZm33ojpcgGI04xmRQM03hwVH7ecy6n5ACy1pH8+aRkWp15P56VZUQa6V9WAr1o0TyRlTw9bQdjNHbO1+TbxSPwnvcStzxIJFnm1BqG1SQkJqIs5eVlj4S/r5uxmWXcEfscYbo67GKGuxykNN+Gzscfdhdl0tzpYXIcg3mSjWHRFvvgFaHeg9QFES9HsEciRIdScBqwherw2OV8MUI+C0KgSjl/2PvvMPbLO/1/3lf7WVJ3vKSt529Q/YOGWRACAECJNAEKG0ppy1tKS10nracX083ZeZAmGGPbLJJyN7b8d7bki1rS+/7++N1HCdxQmh7eprryve6fEl6rWVZevQ8n+f+3jdSTASdOUiMKUCswYdN5ydW68OiDmBRBTCKIXRiGI0QRdWV7hCVRaKIhGUVQUmDT9LiierxRPS0hYy4gwba/EY6vHqCnToEjxptu4DWLaBzyRjaouhaQ2jafAjtncieTqRgUBkvTEboSqzwpimtXl5nlDiniwmOEqZYTzNA29L9ehwOJvNJ6xB2luWgPW0k7lQUy9k25JoGJX4yJYnOfgk0D1GjH9LG0ty9zDefxCaK7A7G8mz1FIr3O0neKxFzsFZJ30hJonV0Mk0TItw9fB8Pxu5GJcAK1028tmcsqZsFrF9UIvv9hIbkUDlDx4ypyufQ05XuUL0uk/S1irlnZHAuZbfpWDZtG8vth1nnzeLn22/thgrRQield5p4bOZ6FlpO8ZumyWx9fwTOd2ohFKZ2QSbD7jnOz1M2sMI1kndXTSLz7RoQRUqXpvDNhWuZYT7N3ccfwPK8FePuElyzCkh6uJw/ZH7AL+pn8dpNr1w344I+J1VO+dU3LzNh7DXRoduE8RK4cF5FcAlQuMgzoRcDxgstDz3UCJfChO7jf0eLQy/tDZcpD/4BkNArRLgaQPhHvRP+EaBwpet+RS8F+QrtDl8JLFzqvfBV1QpXaIHoPu3NrLEbKFxyuQdUuMxToSc0EOgVIlza+nA1k8bSu566bsaFG0DhRt2of039WwMFXXaqvGebiv2BLP7wzq1kv1KNbDJwblksz8x9i0xNC3fvW076ixp0R8romJJPZFkrr/R9jdOhZL6/6W7yVvpQnavCM7mw27BKi8SDp+5DtSqW2A0XYELOgmL+n/MjWiUd3zq9GOmjeJI2Kr3M3jG5VM2VeXzcBu60nOVgMJYfnlyAaoON5K3KTvb56Ej11BaeKlzHRH0Tp8N6nqmeTdGuLFJ2RjAcqUTu7FqcjoylZXSEmwefZFnC5xRoIlRGBN51j+Dds0PQHjGTcCyM8UyXv4JWC+kOOgpttPVREeqrLB5mxR5nhK6WBJUajxShKBzDjs5CPm/Opaw6AV2VTnE+r4mgr+9EbGlH6vAofdbnF+8WM3KMiYjNSMimJWhTEYoRCMUIikGaSfE9EAwRNPoIOl0YvSaCXh1Bp46gEaOIgowoyEiygCQLhCUVwYiaQERNIKwmGNQQDqiR/Yofg9oroPEIaDtktB0yOncUrTuE2u1D6PAqUZHnIYdWixhjQYq3EnCY8aSp8aYp5nLZ6c1MSChhovksBZoOLF2LhgOBFNa0DepeNMSejRJzxg3V9QpYSErA1yeZ5kEaQkM6WVhwlLvs+3GqZYrCaiV548gA4veoSdjfhlxRg2A24R+cQd0EDXljK/hRxlr6agLsCCTyy7OziWyJJ2WrInEWUpJomJpEdKabZ/p/yHBdG+94CvndFzPJ+FTAtLsEwWCgcWYG4m0t/LXvW8SJQb5feRulH+Z1Q4W2GXmE77oAwr525H7sr5uxbDtLND+D4qUXpPxLTi1FvSKOmK3nCA7JpvqhMG/f9DLVkVi+t/peCl5uQ/D6KXsgne/c+TEj9eUs2vvQdTVBGDBQI9/51gxWrZxK+pulRNMTKXpExxuTXsQjGfjGxvspeMmDUN9C/e25DF5ygl+mrOf5ttF89O54Mt+uhXCE2gVOBt59kl+nrmOzL5tffHYbuasCqE+WExqaS+mdan46WYEJz7WN4PXPJpL9oQ/VyTLITqNynp2hs07z89Q1hGSRp6rncXpjPhkbOhDOlCM4EmmanEzndCU6crapkpKwnl9X30LR51mk7gihP1qBHAwhFzhpGB2Db2wny/rtYVHMESyiwK5AEs9XT6TkSDoJh8B+tA25WgElQmoynn7xtPZXEe3fyYycM8y3H2aQtgONIFIZEdjhLWBjc19OV6SgL9URUy5hqQigrXUhu9xI/oACEC1miLUSTjTjS9Ip7QQJEEyIoIkNkGz3kGFxkWlsJUPXSrLaTaLKg1UMYhIl9IKABiUNBkC8KOy995K6VkBhWSKMTECW8Uoi7ZKOpqiFhoiNqmAcFb44qjx2GlwWwm16dM1qDM1gbJIwNgbRNHVCW7syXkSjiAY9gt1GKNWOJ1NPR5ZIICdIobOeWYmnmGgqwqlWUmaOhWL4xDWUz8oKEU5aiD8ZxXKyRRnPRREh3YFrcCzNQyF3aDVfT9/BOH0jHknm3Y4hrDg1GuNuM8m7FY8MQaclMDiT2olaCiaU82T6WnI1AdZ5nfzmxCxMn5lJ3NaAXN+E3CeLqpkxFN5czC8zPkUvRPlp7RwOr++Lc7UbSquJ9s+mbIGR+27ewSOxB7qhQs47EbSHSoj0y6Lkbj0/nv4JM0wlPFk7m+Nv9yf1w0rQqKm4K5X5i3bxjbjdPFU3i6OvDcDxQQmyI56i5Rb+MnMlNtHHvTseJP+5EOqqJqoX57Do/q3cYz1Ibsb1k/6iy06VHb/41uUmjJHeTRi7Ex7OqxP+2TDhy/wSutUFPZQLknx1kAAXqxKu1vKA8jhfChF6+d1l5/83/BOkHqZL4pePFxfVtbQ9fEl0ZK9tEb3BhSuBhctaHq6xDeJ8KkOPFggFBlzdV+F/BSqcBwpXMmlUy5ebNKolyu/+yXUzLtwACjfqRv1r6t8aKOQOMMqvrHZw75aHKfibD1WTqztz/h7rQb527h5CLzmwbioiOCSbyuVR3hi1ghAqHvjiATJfEdEdLiEwMo/KJVFeHP0aKSoPDxfdg39VMgnrShH0Omrnp5Nxexl/yHyf5qiBR0/f3Z32IAeDdEzKpW5emJ+N/JTZpko2+jL42aG5xK3TE7e9GrnDQ3hgNtXTjRROKuWpjNU41WHWeZ08c2oGmh1Wkne2I5yrUFQJAzOoG6vDNrqRb2VvZ7qxipAss9Gby0vl43AdTiDxsITlRNcuZNfEtqOPndb+KuR+HqZlnWOe/TCDdW50gkhdRGZfIJPPWvtxsCoDKoxYyiGmKoKhugNaXN0T7u7FuT2GcIIRf4IWX7xIMA6CcRKyPYTZ6ifJ0onD2N4d45ag9mBTebGIAUxCCL0QRSNIaJBR9QD356cJURnCCIRlkYCswitr8Uh63FETzRFLd+xcvc9Ko8dMZ7sBwaWYwOlawdgiYWgOoWn2Ibo6LkCQ8wugeDv+9Bg6MtR4soBMH8Mzqrg57hQ36StIUQsEZYmjQRufuoayuTwf4ZSFuFNRYk67LizMUpLwDEigaaiIfWgzD2btYoapBK0gsMmXwV/LJuHek4RjdxD9sSpknw85P5OGcVbCk9r5fr9NzDGVUxnR8J/Vt3B6Wx7pm3xojpchxFhonZhOyy0Bfj5sNTOMVazzOvn5gbk4PtESs70EQaej6WYn0oJWnu33NgkqP9+pWEjVB9mkfqrEh7bMykF/dwMvFLxJY9TM8r1LyVipQr+/mODQXCoekFgxZiVGMcjiPQ/iXKFCd7iM9ukFaJY38ErBG7zZPpxVb07B+UYF0UQ7RY8YeWPaC7RGzdyWe/y6mSDkDTDIkeW/ouD5FoRwhOLlDn6y4D0G62tYtP9BUl/QojtchvvmAnTL63k5/022nJd9v94GTW00zcsl/p4qnst5h8PBFB7ffie5b0bQHCklPDCb0rt0PDF1Nbeai3mubQRvbJxI1kcKTJDzM6iYZ2XK7MM8kbSZ5qgSHdm8Lo20ja3IFTWQm0HtNDu2m+v5Re4n9Nd62OxL49dnZiJss5OyQ/HTEC1mOoc7qRunos/och5L28RQrYfqqMjK1jF8dGII1gM6Eg91XoiSTUrA2zeR5oEawgO9zMw7zcLYA/TVeFEhcDqsZ33HID6rLaS1OI6YYhFrWRhjhRuaWpE6vQgqFaI1BinRjj/FTGeKGp9DwJ8SwZjkJSuujX7WevoY6sjUtJCi9mAT6U5iAQjIUQKyjE8W8ElqOmQdPkmHV9LhlbQEZC1hWYUkX1gsiIKERoiiF0KYxBAmMYhRDBIjBDGKEYyCjF5Q0maA7sQZtwR1EQsV4XjO+FM41e6gvDUWX6MJQ70aY52MuS6Coa4TscmleNhEo4hmEyTG4XfacOdo6MiTiM1tY0baGWbFHKNA4wfgdNjE+20j2FDSB80xMwnHw5hOK+0k5yNlm4aZaR8RZN6AY3zW4Bz4AAAgAElEQVQtbhfpKonDIQt/qpnOmT1ZpOyKYj5UhdThgdwM6ifakaa4eLLPBqYZazgZsvB0yXxcmxykbXJBSRWCM5WamfHEzarld7nvkaAK8dvGaWxdP4TMTz0IRZVI/bIou83EvTMVqPBxZx6/3TKXnFVBNMfLCA/JoeQeNc9MepcRuloeKb2TljczSPy0BBJjKb4vlu/P/4SpxnMsP3cPwRUObBuV78zar4d4d+RLHA2k8asP7yDv5XpkjZqih+P587xXmZdz8roZF3TZqbLjZ48id7U3XMmEsRsgXAoXLgIN9AAIMmJvyQ9fASb0jITs6ZdwzS0OV2lvuKJHwrWqEa4FIlyLfwJcDAn+t+pK8OEqPgrXCheuGSz0pkzo+t1XViv0bIHo6atwGUD4alBBUnEBXlwKFC471kucZC8mjef9FCru/fF1My7cAAo36kb9a+rfGigMHKiRDf/ve+j+Gotxbylts/JJe7iE3zs/5r8ap/LFq8NwvN+127LMwu9nvkmeppn7jt+P6RUblm1nifTNpHiJjt9NWcVQXR2PVSyk5u0sHKsrAaif5yTxjir+nPMubkl7ITpyQzlyJIp7Sg4tt/r5zbCPmGioV3aY98wgba0Ky84ykKL4R+RQNUPFLeMP8Z2EbagEeLFtNG/uH0XyNhWxe+qQmloQUpNpHZVE09gotww7xkMJO3CqZY6FDLzYMIkvjuUTv19F/JF2hLIapV+4S3rbMkBNdEAns3JPc6vtMP21HlQIlEXUbO7sx/r6flSWJWIuUWMri2IqVyLBuifWXbt2kSQrPocBb7KIL1kgmBTBmOAl3e4mP6aJPEMTTm0zqWo3sWIIU1ecowZlgi8hEUXZ3QvLMlEg3DUninLhi1qFjAhoBFABGkHZvVQhdO9ehokSlCW8kkybpKU2YqMylECxP5FzHYlUu2z4mk3oGtUYG2RMDRLGej/qxvaLdldFawzR5Di8WWbc2So6cyM4s5uY5TjFNPMpstURosicDFn42D2U9SV9UZ0wE3/ignRcUKuRs9NoGWKlZWSUsYPO8VDydgZp/VRGBF5snsjaQ4NI/EJF3N5G5NoGxMR4XKNSqJ8c5Z6b9nbL2f/UMonVO4eTvjGKcX8piKruBIDHx2zkTstZdgWS+MHB24n/2IBtaymCWkXTzCykBUpkpE0M8e3SRTS9l4FjdRXIMvVznaTdXc6fMt9XFsFb7yLv9RDqU+V4JhfSeX87bwx6heJwAt/deA8FL3ft0i/MZez9h/hB0ha+W3krNS/kErv+HL6bcgg+2sY7/VaSlX797ETqc1LlMc5voT1VTf0deUxctp/H4rfzaPkdtL7gxL6h6CJ1RmvUxMNb7yfvlRDqs1W0T8sntNTFq/1X0hw1sWzPUjLeUGPYXXSRjPzOmNO84h7MSxumdSsT5MJMym81M2vmAR5P2E5lxMj3zi4iuCYRx2f1yPVNRAfmUj3DRL+p53g6fQ0JYoQ3Ogbxt/2TSdqqJm5X13iQnkLz2ARaJwa5b/A+7rftwyIKbPal8ZfyybTuSyZ5fxjT8Xql1ckaQ6hPGs2D9XgGK6065xMJAE6GLKx2D2ZjZR9CZ2OwFYGt2IemqgWpzaWMAxYzJMV3g7jOdAilhUh1uBgcV8sQcyX9dLWkqP1YRRUaVISJ4pGitEQ1NEXNVIfjqA/bqAvaaPBbaAuY6Ajo8AW0hENqpKAKwuIFqbnUcyewh5RWIyHqomi0EYz6EDH6ILF6L8kGDyk6Nw6Nm3RNK4mqTuJVYSw9nk+7FKUuYuBUMJUjnU6OtqZSW29HW6PFXA2W6gjGqg5obEHu9IIoIsbaCWfE484z4i4ATUEHMzPPMNd2lP5aD6BEyq5qGcWWswVYjuhJOBpAe0aJBBXj4/AOSqFhpIa4mxp4NGsb04w1eCSZ19wjWXl0FLGf60jc1YxcXYeYGE/r2BQap0b4+ogdLLEeoVlS84vqOZzakk/6Ri+q4yUIjkQapiejndvMfxe+i1Pt43fNk1i/YQRZH3cinK1A6pdF6e0mvjZjK8vth3mnoy9/3DiL3FVKe45/TAFV90R4ccxrJKs6uf/kUrQr7Vg3nyNakM65B3Q8N1Vpf1q8fzlpL2rQHS7DNbMA+0NVPJv9Ln9tmcDWFaNwvFdMuG8a1d+MXFe90rqsNDn56UcvaXW44NnRWzzk+XYEsfv4xac9jRYv9lT4O2BCz0hISb5qi4MQvbyd4SJVwqXtDb21NlwrSLgWiNDbfLA3ePCvmDf22u7QC2S4UsvDNfgofBWw0Hvyw8VQAc6rAsTeocJ55YJw/nrCFaFCrxGSl0KFizwThG7AcNlpD6XCpXGS3R44l0IFlUzl0h9dN+PCDaBwo27Uv6b+rYFCYt84OXXij0n64BzBgZk0fDPAu8Ne5gt/Dv/9/nxyX6kHWaZsSSoP3rGBhTHH+Vb5QupfzSJh9TnklARK7rXzvTmfMsdcxFN1szj07gDSP6iGYIjGW7Ix31nPs/lvE5BVPHL6HuT34xWYIEm4pmbjutXLH4e+y1BdG6+4B/PC51PIWCNh3FuCoNPiHp9J3Ywoj47ayr3WEzREVfy6djaHPy8gbVtYMWkMR4j0y6J+vAn12DYeK9jKbFM5AVnm/Y6BrCgajbDfSvL+ANrTXZPXuFj8fRw0D9bhG+xnRsEZFsXuZ5C2E4DTYT1r2wezvqovnnN2bOfAVhJEV9mm9PCHQkovdJydcIqdzjQ9nWki3lQJlcNPVmIrA+21DDBWk69tJEnlxyaK6AQ1EhIBOYpPlnFLatqiRpqiFtoiZloiFlxhIx0RA56IjkBEQyCqJiypkGQBWRYQulofNGIUvSqCXh3Gog4So/Zj1/iIV3uIVXeSqPIQq/JhEyMYu3YlRUSCcgS3JNEYNXAulMQJXzrHXamUN8URrTdgqhUx10iYawJo6lzIrS6ll1qrRUyII+iMxZ2rw50PlnwXszJOc4v1KH01AQCOhcy82zaSjUV9MB4zkHAkiOFMvdIHbY0h1DeNhpF6pBEdLC/czcKY4+gFgXXeLP5UNIXIF7E4dnpRnyoHjZrAsGxqJmsYOqGIJ1PXkayK8kb7AP6ybwopG1TYdlYgB0P4RuVSNUfk4QlbecB2lMPBWL5zZBG2j0zYt5QhiCJNM7MQFrbwXN83MQqRi9MddFpqFqQzaJEi01/TWcDv1s4j73UXQl0zLXPySby/gr9lv8f7HQN56b2ZZL9WC4JA6f0OvnvHJ4w3lLDw0IMkP6tHd7yCxtvzGb38MM8Nf/O6mSCY49Llccyic0IefKOZlYWv81LbGNa8Po70t0qRkmIpWh7DX2atJFXVzuJDy0h62YBh7zkCI/OoeSDMKze9gl6IcP/R+7G9bsGy9SyyM4XSu23cP1tZtL3RPoBnP7uZnPf83TChbIGZ+TP28t34nZwOW/nuiUVoVttI+qwaub2D0LBcKmbrmD35IN9J2IYE/KFpKut3DiF9cxTjgQoIBon0z6J2oomYCY38MHcjE/VNNEThhdYJfHJksJIAc8AF5bUIgqDArqFWWodJDB5QxhLHHsboG9EgcCJs5EPXcDaU9oEzFmLPSMQUeRBrmpA6lHhEMc5OyBlHe6YeT6ZAIDNIZloLI+MrGW0uoUDTRLIKdIKaoByhTZKojsRwLpRMsT+JYk8i1R1W2jtMRNs1aDpUqD0CGi9ovDJqv4w6IKMKyIhhCTEsI0YlhIh88SJDEJDVApJKRNIISBpR8WTRC0QMgmLyaIKIRSYcE0VlDWON8ZIe006epYk8QyP52gbS1R3Edo1XQTlCQxSKwons6cxlf4uTipp49BU6LBUy1ooA2qo2pJY2ZVyMiUFKS6SjwIKrUETu62FmzhkW2A8yQOMjjMzuQBKv1Y/m6Ils4g6JxB/ugryyDFmpNI+w0zo6zPwhR3kwbicpKpkdgUSeKZlBx+dJpO7woj5ZDloNvhHZVE9XMWP8Ub6XuBkR+EPzZNZtG45zfQjdwWIEawyNN6cTnuvm9wPepa+mnd+3jOeTjaPI/lCBCtH+2ZTeYeCbN3/GvdYTvOwayqvrppCzqh2hohbP5EJc93WycsgrhGUVS/Z9jdRXNRj2FeMflU/jcj9vDVtBbdSqRC+/7EFsaKXm7hxuWbKLB2N3s/TsffBcAuYdxbhnFLDv7cevm3FBl5UmJ//42xcSHSJfIdEhysUqhOglMOFSZUIvl3uLhbwmmHCRh8JXUCVcdOwfAAnXChEuBQhXmCP+b84dhSv5LFzW7iBe+fe9wYWvAhZ6eix8qUHj1dUK8vn7+GdAhV4v9ziuuli9cEHFwJcnP6h7JD+oZaoeeOK6GRduAIUbdaP+NfVvDRT0qenyZP2dyHotRQ/H8ec5r2IRAyzdtpyC54OIFQ00Lshl8AMn+HnKBv7UMp4Nb40mY1UlaNSUL07l1oWKe/tfWsfw8YfjyHynEdrcF/Wli4LMt4ruxvdeMknrK5FDYVzTc3Df5uUPQxSY8FzbCF7bNoHM1WF0B4oRYiy0TMnANcvHT4asZa6pimMhM0+XzKdtq4O0rR6EsxUIRgO+4U5qJ6oZMuYc3035jD7aECdDOp6tn8regwUk7QX7oWbkmnoEnQ4pN43mIWbahkYZ0b+Ue5P2MErfjKZLzvyxexjrK/oSOhuD/SxYi31oKhqRXG4ARJuVaGo83gwzHU4VnRkS2nQv/ZLrucleflFuu05Qd+/4NUR1VIfjKAslUOmPp8pnp6HTQnungZBXi+BTofKJqAKgCnS5tIdBjNDtgH2+zjsNS2oUx3cNRPWy4gRvlJCNUbSmEFazn2SzhwyjC6ehhWxtM+maVpJVQSyCeNECpzRs51ggg32uLE41OAhVmzBXi8RURjFVdqKqa73wGthtRJyJuPNMuPqAtrCDWZmnudV2iL6aAGFk9gYSeKNxNAdO5hB7REXC4U7EkhrkYBAhzYFrWAKNo2Dk8HM86thMf22QMyEtv6+7mSO780n5PIr5YCWS16eYME6xEDulnp/mfspQrYfV3gx+deQW7OuNxG9TFpzBEXlUzNVw7+SdfDN2P4eDsXz36B1YPzRj31SKoNXQOMuJ8Y4G/lrwNpIsKH4fb8cSu7EYYm1ULEri1tuV9/Wz5yMj31J8AarvdDJ9sRIn+dO6mRx5dQDJH5QgZSZT9HUdKye/jE/S8c01D1DwYhuCP0jJshRKfvy962aCYNUmyjcN+gZF3zDw9uQXqI3Y+eGni8lf0YrQ6ad8SQZL79rEopgjPFJ6J+7/SSd2bRHRvDTO3W/gD9Pfoq+2kYfPLcb3egpx685BnJ2KRYncctsevhu/k9XefEVW/k4I9dES5PwMyhfEMG+WAhNOhOx89/gijJ/EkLC5EtnnV4DRbJGlE3bykH0/zZKan1XN5czWPNI2Ky0w6HT4RmZSM1nFqDFnedyxEac6yu5gLL+vuJmaPak4dkcwHa1GcrkRkxLoHOigcYQKy9BW7s/ew2zTGWJVKkrCKj5wD+eTsgFET1qJOyURU9SOUNWA5PMhGo3gSMCbbcOdq8aTHcWe5WJ0ciUTrGcZoK2/KEq2OqrjdDCVo94MzriTqWy1E2wxoG1VoW8T0LXJ6NujaNsjqD2hC6aqwZCSBhOOKEkusgySdNWFhSAIyqRfEJTEGI1a8YjRabtNYCMWLSGrmoBVRTBWIBArE4qLoov344xz0cfWwGBTFX11taSrglhENVFk6iIyJ0IOPm8vZE+DE1e5HUuZCltJBFOZG+qbu18fOSOZjgIrrf1EVP3bmZ99gtttB8nVRGmLRlnn7cPK8lG0H44n6WAUy1ElAlS02/AOTqdhtBrH6Doez9rIGF0blREVv6ufwd7dhaRti2I8WAn+AOGB2dRMM9JnSjFPp68hSRXmRddIVu4cT8baLkBtNNA8zYl3Xgd/GPQuA7Quft8ynk/XjyLrI6X9ITI4l9JFWp6Ytpq5pnP8vmU8az4eTdY7TdDqonVWPsYldbyQ/xanQ0l8Z9Ni8l/1oyquoe2WAqwP1PB87ire9wzilVUzyHq9Glmv49zyBJ6Z/yapahd3b3+Ygmf9qGpb2FD/7HUzLugy0+TkJx+7um9CT8+EK7Q5XJro8GUwoVdlgsRlSQ6Xmi9+qV/CV1El9NL2cM0g4YotD18OEK46T7zWxIdrqatES/YKGa4GGHqDC18FLPyDaoVr8lXoadbYMwHiy9ofrgYVVL0oGC5tf7iKSWNPP4Wq5T+8bsaFG0DhRt2of039WwOFGHOqPMZyK7WLc1lw/3aW2Paz+PRSNM/HYd5RROekAkIPtfFmv1fZ7svlt5/cRt7KFmhrp2FBDoX3nuW/0lezprOA/14zj9y3LuzktCz28fKwlSSo/Hy7dBGN7ztJWV2F7PfjnppH2+0XlAl/bh3Fqs1jyVwTQnOoGDE+lsZpKYRucfOrfp8wXt/CVn8yPz05F+2mGJK3tyBX1iImJ9IyzkHTxDBLhu9hmX0fekFgdWcOfy6aTHSvHcceP5pTVYpRY5qDjsGJNA0TSRzSyAPO3Uw3lWAVlcXDpx1D+Kh8IMFTNuynZWxFnYiVjRd2Ic/vzmfr8GRDNDNA37R6xscVM8JQTq6mA5uoBsAtRaiL6jgbdHDKn0ZRRxKVbjvtLhOCS4PWLaJtRzFM7JTRdEZR+6KoAhFEfxghFIFIFCEShUj04gkOXPjiVauQ1SrlVKtGMmiI6tVEjCrCZhUhs2L8GLJCyCYh28NY7V6cNhcFMY30M9RQqKsnRRW86LmXhGM44M9iZ2sep2scqCr0WMrAVnaJSiMmBsmZhLvAjKuvgK6fm9uyjjMv5gi5GgWkbPLm8krlGJqOJpF4UCLmaJMCd8wmwv0yqB9lQDXaxbcLtjHXXEpAlhXn9kOjSdyuIX5XPVJDE0J6Cg1TEghN7+Dp/muYbqhnZyCen5yaj3atjaTNdUgtbUSG5lI+V8dd077g23F7ORq08diRu7C/b8K2pRhBr6dunpPE26v4S+47NEcNLD+0lPi3jFi2KTvpJffYupU3T9TM4fTrfXB81BWRuDSeJ+Z/xCRjCfecuh/NS3FYtp2lc2IB4a+38lbflbzmHskHKyeR9mYJUWcSm/ddP9JmqzZJdvzoCf5j8ceMNZSyYN/DZPxNheZkJc3zCshbrnzu/9A8gU1vjiL9nQpkk4HS+xJ5+LaNLIo5zhM1czj5dl9SP6wAtYrq29MZtkgxb9wdSOWHOxaR9Y6Ebt85yE6jfIGdmXP288OE7ZwI2fnOsUVYPrIQt6UCORRSTFvnyDw6dgtLrCcoChv4cckCWjelkLbJDefOJ8Ck0jglwv3Dd/OAfT8a4O2OgTx/YjymXSaSdrcjlFQhCAJSgZPGkRbaRwaY1/8498XupkAj0RiNsLqzP29VjMB9Ip644zK20x0IlfXKQtliRk5LoiPPgitfRSAvSN/MOqYlnGG88RxOdRijoKFdClEWMXI04GRfexYnmx24GmLQNagxNAkYmyT0LWG0bX7Edi9ypw85EIBwGDmqLDaE87GxGjWo1QhqNWg0oBKVz/35cUAQLowRsqyMG1FJua9IBCIR5HCkK162ayEjdhnG6vUIZiOS1UQo1kAgXqOYRibKBJMi2B0d9E+oZ0RMJUMN5WSrfVhFLT45TGVEw25f3gVjymId9mKJmHMdCDWNSJ7ObrDg7meldaCAbUALizMPMNd8kiSVmqKwyOttY/j05ECs+/UkHvCgOluJLMvIuRk0jrHSOdbHQwN3cm/MMcLAa+7hrDgwrqvFRUl+IT+Tmmk24m6u4z9zP6RA4+eNjn786YvppK8VMO8qQdBqaZ2aiec2TzdUeKZ5EhvWjiDrw3YorSY0Mp+yu0SemfguY/S1FyvvQmFqF2bT/+7T/DZtDe97+vPcR7PIea0JweunZlEm0+5VgOMPqudSvKKQhE+KCPd3UvlIlPdHvchefzZ/fOtWsl6pZEP1n66bcUGXmSYn/+ixq8CES4CCzMVwoRsoyJdHRv4zYUL08haHa4EJvaoS/tkg4UsgQq/zwquBA/mf4KkgXMWwsRfQcBlguBJc+GeDhasqE64BKgiASvjfgwqqHscvUiGcV0RcAhSuCBVkqh66ARRu1I26URfXvzVQsKrj5f7zn0D/rTpW5L3N75snsWPFSBzvFRPNSubcw8qOK8DSHcvIezmK+lQ57Tf3QXqgmZV9X+NsKIHHtt1D7mthNMfLCIzMo+I+mb+MfYsB2hYer5pP0QcFpH1ci9zhoWNyHk23B/jziFXdMOGdz8aR+akf9ZFiBEci9TMcaGY381+FH9Bf6+HDzjyeOTiD+M/0xH9eo0we85zdplyPF25irqnqgqT50BASvlATv18BD4JBT7hPBk0jjPhG+FjQ5yj32PeSraZ78bCqcjitJxKIPQn2Mx7EinplMmzQgyMRX7YNV54GT26U+Kw2JjpKGG8pYoC2iQSVshBvjkYo7trlP9TupKglEXeTBU2zGn2LgKFFRt8WRecKoWoPIHr9yD4/BIPdkY6XTR5E4cIXeM9dgK6JidxTjtnzNl3RlOh0CEYDkslA1KonaNcSiFXhjxcIxMuEEyLYEj0UxDcxzFrJIH0VeRrXRX/T6XA82zv6sKM+l5byWCwlXbuRpS6ob0LyBxAtZiRnMq6+MbT1h7gBzdzlPMhs8ylSVCrKIrDKNZL3zgzFeMBI4gEfmjNVyP4AgjOV1hHxNI2LMH/YER6O+5xkFazzpfPMmZsRt9px7HApJnsJcbSOT6V5RpAfDt/IAnMxp8MmfnB2IcG1iTg+UyICI0PyqJhn4M6bd/HtuL0cDsby7QN3kfiBnphtigKmZn4qBQuL+F3GJ5wIxfPoF4vJfF1Av7+Y8MBsSpZo+NPkNynUNrP09BKEVxOwbTxDpF8WxcvUrJzU9dnYvpz854OoyhtoWJjLuGUHeTxxGw8W34Xv2VQsm8+wsf1/rpsJgik+XZ67eha/TV+teEI8n0vsuiL8I3NofcTLO4NXcCCQwS8/voO8lS0Ibg81i7IZe+9hnkrazPOum3jvvYlkrqoHj5emuTnEL1YMGovDdr6x717S3lJj3FkEaclU3B7PpHmHeTJpM0VhK48duwvzhxbiNpcjRyJ4xudSMy/Cj0at5w5zCfuCdp48fSvyhjgcW5qQq+sQnKk0TIonMNXDE/03MNdURV1U4I+N09iyrz+OnWA7oIApMSEez9AUGkapSB1exyPO7Uwx1CEBO/0OVtSO4+zJdGKPisQf70Qsr1PGgq73eHuBBVehgJTvZXxmGTNiT3SnwCjRqkpyzi53LkcbU+msicFQq8JUJ2NqCKNv9CG6PMgdnch+v7LA77m4NxmQTQaiJi1Rk0aBg0aRiF4kqoOoVkDSgKy+MCk9X90Lt4iiblKFZFRBUAckND5JgZbeMCpvCMHrR/b6uyJlQ8qiSyUiGAwIMWYku4VAkhFvsgZvioA/NYo5rYPBSbWMs5UwUl+OUx1FI4g0RyMcCKaysW0AOyuyEc+ZsJ+VsRZ5ECsbLrx+WSm0DDTTNkiicEA1y1J3Md5Qjwhs9afwXOUkag+mkLw3iuVwHVJzC2JSAu6RKdSPE5g66gSPJm0hXSWx2pvBM6dmoN1ixbGtWRnr0xzUT0uCGW38pt9H3KRz8V5nLr/ZO4u0T9VYdpYgqNW0TsvCc5uHPw9eRYGmnV83TmP7p0PJ/KAFahrwjS+gZnGEv930BnkaF98sW0TTW04SPy0Fi4mKuxzccccOvm7fxy8bp/HFG0NJe7cMOcZM8QMJPHXre4zQV3Hn0WXEPWfCsL8U16wCUh9RPIqerJlD8fN9OLjy+lEu6ZxpsuOH/9HtmyBEBSW6+MtMGC8CClfxTPh7YEI3CKDLjPESmBCVrg4SoBe40Ht7w1cGCVdSI/Q4ftk88Erw4FrBwbXMK6/U1nDZ9a4AGi6BDEJv4AB6Vy18FbBwtTaInhChx3V6Awu9+Soo7Q5cnADxj0CFSzwVLlMoXHZ6ASpIPVsfuqBC1cM/uG7GhRtA4UbdqH9N/VsDhRhTimz/62O8M+U5KsLx/PijxeS93IgQiVJ6fyr/cccnTDcVce/ppahfisey9SyhITmUf03mtbEr0AsR7jv0NRJWGjHtOEu0bybFiw08ffNHzDCW8ZumyWz5cATOD5qgsRnv+AKq74jw/0a9z3hDvRIVt2kCWR8HUB8rRUhOoG5WMubZDfwu/z2yNQFWtg/kb3umkLpRxLqrAsnrIzogm5rJJhyTa3gqaw1DdF6OBE38V9VMSvY4SdkVwXS4CsndjpiSjHt4Mo0jIX9YFQ+lfc44fSMSsN2fwhv1ozl50on9mEjcSR/q0nrldgY9pCbjybfhylfhzQ9RkFXPzKRTjDeeI1sdQSOI3bv5+3w57GnL5mxjIqF6E8Z6EWODjLEpgr45gOjqBI8X2efvnrwjCghqRYos6LrkyDotslaDrFcjaVTIarGrJ1rojj06H4slRmWEiIwQkRDDUYRABCEURgiGFJl0l1RajkQuPJ5Wi2A0gMWEZDcTSNDjS1TjSxbwOSS0Di+FSU2Mji1juLGMAk07NlFZKJVF1Oz05fNZU1/OlKVgOqfFfi6K5ZwbahsUsGCzEslx0NbPSNsgib79q1iSsptJhjpEYHcggedrJnHuUAZJ+8F2sAGprgHRZsU7NIO6cWpyR1fyg4wN3f/XX5bPoX57GmlbvahOlCGajLSPzaR2psQ3Rm9lqfU4ZWE9PyheSMdaBykbGpHrm4gMyqH8Vj33TFfaH3YHkvje3jtIe1eDaWcRJCVQeXsik287xI+TtrCxK9ow7y0/qtMVeCcW0rTEzxvDVxCQ1SzZvYysFQLaI6V4phQSXt7Km/1eZZO3gD++N5+cV2uR1SqKlyXxnwuU2NU7tz5Cwd/8bDr48+tmgqDPTZEPbBXZ6i3kuWS9qIwAACAASURBVLduIWtlJZLNQtFDVv42+1ViVZ3c/cVDZL8AmpMVuG8uQLusgRUFb7A34OTp9XeQt9KDWF5D+/RCfPe288rAlUQReODYUsxvW7F9VgRxNqpvczDottP8Om0N1REj3zh+D7qPbCR8Vo4cDuOZkEvtvAhPj1rNHFM5uwJJPHnsVozrLSRtrUNqbEYuyKJ2mhXr1Aaezl3NTfoODgbN/LZiNjU700n5PIjuWDlyIAi5GTTdZKNtdIgFA4+wNG432WooCou81TaKj88MwnTYQMLRIPqieqItrYgGPbIzhfY+Vtr6ClDYybSsc8yyH2OotgWLqMYtRTgZimObpw+7GrOpq4zDUKXBUi1jrgmha/BAq1tJgglHLizczSYkq5mI3UDIpiFgUxGyCoRiUOJkzUr7ktoQQacPY9SFMGrC6NVhtKooWjGCWryw2IhIIiFJTSiqIhDR4Atr8AW1BAMaIn41gk+FulPsipMFbbuM3h1F6w6jdvkR2zuRO73doEPQqJXElzgbwWQLnWlaPOkC/owwKc5WxiWVMdlyhv7aVmyiEqt7OBTPetcgtlTkI58xE3taxnqmHaGyDskfQBUfR6BA8a/xDvUzt8+JbnVIWQRebxvN+8eGErtHS+I+t5LWoNcRHJRF3QQdaeOreSJzHcN1newLxPCLkrm0b0kmdXM7QlE5YlICjVNS8M3y8OtBHzNO38gabxa/2DuXlNVqYnaUIGg0tEzPIrDAzd8Gvkm62seTNXM49lFf0j9ugBYX7dML6Li7gxWDV6IXotx/fCmG121YN51FykqjeImFX8x+j1H6SpYV3Uvof5KxbSwi3M9J2cMCb459Gbdk5Bvr76fghXZEt4eKJU6+fs9appjOcsfBBym6/WfXzbigc6bLju8/poCDyOW+CecNGYVLzBd7JjpcGg8pXgIZLvZJ+PthQk/1wpeqEuh5nauoEv4RkPBVIMLV4MG/Yt54NeBwKWS4Frjwd4KFL1UrdJsxXqNaQexx+e+ACpf7KyiXz/sk9BonqbrcT4Hu45f4KZz3UVBB5Te+f92MCzeAwo26Uf+a+rcGCvqUdPmZLQVMMZ1l4YGHSPurWpE1zy+gz4On+HXqOn7bOJUvVg7D8V4JxNs594Cdp+e8z3hDBV8vuQvXa+nErz0HCbGU3R3P3fOV6K2XXUN5de0Uct5RZKTBm/IpXyTy8wkfMdtUyQr3YF7cMpWsj0NoDhQhpCRRNysZ25w6/ivvPTLVIZ5rG8HKXeNJXy9j2lsKkQjBYblUT9cyfPxZnkhdT7pKYqMvlWfOziD6eSyOLzpRna4AQCpw0jDKQudoH3f1PcQ9tn2kq8Vuie2aswMwHFEWD4aiRqTmFtBoENKS6Syw09pHjb8gyNCcSuYkHGeMoZwUlYooMpURgQP+THa48zlcn46v2oKpRsRcK2GqD6Ft7ERoa0fydCKHwgAIWg2CQa8sIsxGojE6wjFawmaRkEkkbBKIGiCiV/wQJA1I2i4ZnArFwb2rBElQHN4jAmJI8VtQBQTUAVD5FSM3rVdC0ymh6Qih6ggidvq6FguBi56TaDEjx1oJJZnxOrR0pop40ySM6R6GOqqZaDvHCEMFTrWMCoG6aJTd/izWNA/kcFkGhrN64s5EMBe5kGsaIBxGjI/DX5jcbXrZc9FQHZF4030Tq04Pw7zHSPJeD2JRJQDRvpnUjzWjmtDG44WbmG2spjoq8tvaWRzcWUj6phC6QyWgUuEdnUv1LIGl43bySOwBKiJafliykLY1qaSu61IqDM+n7DYdD03dwjLbUdZ5nfx0520Xye1L77Jx/y2KUeCLrmG8/slkct5qgeY2Wm7Jx76kmudzV7HTn8kv1iwk/xUXtLi60x2eSNrCk7WzOf1yPxI/VuTN1d+M8MHIF9nuy+fZN+dS9KvvXjcThNwBRvmNNYndMERV20LVvTksuG8Hy+z7WFZ8N96XUrFtOENocA7ly2XeHKOoNe7du0yJ1DxQTHBEHuVLZV4au5JMdTsPFS+m/e1UEteUImg01M134lhYwV+yuxJgziwm8kECSRsqkQMBPBPyqJ2vwIT5pgo2+R385PB87OtMxG+rRmpzKYkP003kTCnnaeen5KnDbPSlKvGR2+04drYrXit6HaGBmdSN0WMa3cKjuVuZaVLecxu8Tl6smEDTkSQSD0nEHG9BrqkHQUBITcbTL57Wfioi/TuZlnOOefYjDNW1YRRUNEYj7A042ezqy56qTKJlZiyVEFMRwVDtQWhuuwARenzWwgmmC3GysQLBOImoPYLJ5ifB0onD2EGqwY1D2068ugObykeMGMAoBjEJkWuOk/XKanySjg5JjztqpCUSQ33ISq3fRr0vhmaPGa/bgMqlVuJk2+QecbLei8YwQSUiWGOQE2Lxp1vocKrxZIIqu5OR6ZXMiD3FKH0lSSo1PjnK4WAsn7qGsLk0H/VJM3GnolhOtSDXNiiLvtRkOgYldLegPZT5+UX/k7+WTqZzdwIpuwNoj1cgB4LIhZnUj7ciT1LiImcYaymLqPl51TyKt2STvklJdhBj7bRMSsd1i5dfDf2E6YZ6PvFm8ou9c0n9RI3lc6X1qXGmE/XtzTzb5y1sYohHyxZR/0EmKZ9UIYdCNN+Sg/nuOl7Of5OKiJUHv1hK1kqh+/1duSzKylH/gwqZe3YvJ+tlAe3RUtwz+mB6qJYVeW/zimsk778+iYw3SommxlP0iIF3pj5HQ8R6XcXJ6jLS5ZTH/wMhcoka4Vp8E7rAwRXjIa96/mK1wj8VJvTmlXAlVcK1goRrUSNcC0T4V/knnK+r+Cj0ChmuAhe+VLVwLWDhamqF3rwV/plQoRejxt7bHa4eJyld1NrQA0RcyU9BrZxWfusGULhRN+pGXVxXAgrq/4snc2kZYoLMt5ziJ7Wzsaw1ozl+lsCwbPxzOviRYwNbfZl8tmUouZ8psX/VM+O4bcoephsreKZ5EnXrM8jYWgV6PTUzExh783Eesu9ngzeTlz+fRO4aPxRXEh2sGOU9Pm4ts02VvOMp5IXPp5C1OozmkNLmcB4m/Hfeu6SoQvyxZQzv7BiDc30Ew75iUKvxjiug+maB28bu41vxn6MX4OX2QTx/ZAL27Xocu5qQK2sQbFa8QzKoH6PGcVMdT2VuZaKhnrAs835nJi9VjKP5SBJJhyWsx5V+fkmWEVOS8RYm0NpPQ2ffICPySpmfcJQx+kqSVFo6ZTgc0rPN05dtjflUVsVjqNBiqZJJrg6ireuAVhdypxfp/O6eyYTgMCtqgDg9gVgVAbuoeBpYZSLWKCpLCKMpgM0QwKb3Y9P6iFEHMamDWFQBdGIYjRBVoiIFCUkWiSIQllUEJQ2eqB5vREdHRIc7ZMQdMOD262nz6ol6NKg7jGjdJrTtsehdktJ20dqlmmjvROrwILe60JSJ2M0m7HF2QikxeNJjOJjRn53OApzOZiYnnWOy5TSFGi+LzDVMNJSxO9HJJzmDOZCfifl0AnGnbJjONiM1NKHb4ya92kF7ZRzrqkZwYGgGX3PuZraphO/F7WPI8Er+Ej+F8kQHjj0FmA5XIR49R5orjWZXAk+1z6dmyE6WWI/wn2mr+ev0dj4yjiDdUIBpbymmXUU4w3m8FppAcJKaR+N287vc93h8zh3UyamkrAf14RIyVfm8oJmCeXKAOy1n8YzdwH/7Z5MTyEF9pJjMNTpetkwiZZqLZbaDlE+P52DbQNLe85GwtZrq+Az+tHiS0t8/ZR8b60eTvsqD47MGPksfyvBby/mRYwN33JJOoDIL/aEyYtYW8pu0Wfw6bQ07ZuVT9Kv/60/7tZdJCPN0+a2krlMhltbQPrWQ5FnVLLPvY4XrJhrWp5OxowzZkUjlbB0/Hf4eSSo/DxTdS8JqPbpDZ5By0qm4RcPTIz+kQNPOU3WzaFmbRtrmamRJpnlaBvo5jfw260NCssgPShcSXJNIymdVyD4/3nF51MyL8NMumLDRl8pTh+YTv0ZP7LZyZK+PyPB8KmfqGTXpJD9ybCBOJbOyox9/OTyZ2K16EnY1KPGCCfG035RK/ViBm0ae4duOzfTXhimLqPif1nF8emIQ1v06sg53oiquQer0okqIx1+YTMsgHZ0DgowrOMPC+IOM0jdjFFTURWG1L5PVTYM4XpGKvkSPvVTCUu5DU3c+8SAMWg2iNQYp0U4g2YTXocGXLOBPlCAxSGJcB32treSZmsjSNZGhaSNB5cUqRjEJIhpBREREJQhEZbkrVvZ8lKxy7Hypuk71otAjUjaKSACVECQqu5GoISxLeGWJdklFc9REVTiW8mAixd5EStvjqG+NgSYdhiYDxoY4TA0R9PWdiE0uZaxoc2Mo12CKjyU+JRZPlomDOf3ZlZvLwMxa5iYeY7yxlHH6doYmb2Gm7TjvO4ezKzcPc3YS8cdsGM42EK2qJabFhakmnabqZH42cj6HBxzja3G7WGCuIb/PKv5qn8qehEIccXlY99UinSoltSOF5vYkfuy5lYah21gcc4pnnB/ym1kz2WvoR4auAO3hEuI3lyNGM3lSug1p2CfMN1XAqNX8XJ5LupSL+fNikj6rpl6bzuOaO/hr3ip+m/Uhj8xZTHNnOvFrS0jcUkNNTDo/N8/m16nreHrkGn7ZuoA8dzq6QyUkJPbhR3G3s7LwdX46fDW/rLuDvMZE7J9XUJ2WzYolN7HMvo9ds3Jor8gkZvNZ0tYV8nT2rbyS+87/waf7HyuhK6b04kjHHj9XOn5RUsM1wAT574AJ3ekOXxEmXAoNrqRK+DtAwleCCF/VP+Fq93UtdSkQuNJjicLlz00QLn5MQbzo9he1YfW8zfnX6NKUiPN31UuXhSBdfH+9XV8AZElQUhJ6vSwgS7JyXABBFJBRvDxklYCADFLXsa5byGLXe4AuWWh3PK/c46/qeb7rviXluCwo0K3710LXj9TjfM8fSYCofMF48kbdqBt1o66h/i2AgkPrZqd/KPu29CN3ey1yYhxVszT8bsA7BGUVvzg8h6z1AWhqwTWzD3Eza/lG3E7+P3tnHidHWe77b1Xv+z4z3dPb7JM9ZN+3mZCVVQVRDnLk6PUIiChXQAVkUcSLghy3o6KIR0FFIRCyZyaZ7CvZM/u+rz1bd08vVfePniSTECRBvN4/8nw+9Un3W9VVlZ6qt/r9vr/n92wOZ7O+ZCZ5m3qRw2F6V+VjW9XKw+7NnIlbePLwDfjflVCcqIG8AA2rdfzbkjJuN5WzOezn+X0rCKyXUtUcnHZaV7gxrm7nB3l/ScGEngW8UTqH4Lvx1Gy0RsPAgixalsvcPTfl8B6V4fmuRfztwAw8O0Ss+5pSteS9bnpmp9OxQKJ42gm+lFZKgUqiOq7kNz0LeOfkZKxHNASPDqOsbEYaHEJhsxIr8NA9UUdoUoIJhXV8MuMIi3W1pCvU9EtQFjWxqX8SO5tzGai1YqoT8dcl0Df2IXb0Ig0MIp2bhbRZkRxWYukGwmkqIi6RiEsm5kyisoVJsw5RYAoR0PfiVfeRrgqRphjEKkbQiwn0goxaEFAhIAoCitEnkjjmaSuNPlGTyEiyTByZmCwTlgXCkpKQpKMzaaIjbqU5ZqMhbKd50EpnyEi8T4u624i224S+U0LfGUfdMYzYE0oNGGobUTUpcZ41YU+3E/abCGV5eDUrg7eyJ7PYW81Ky0mmqHu4xdDGPG0DO53ZvJE1ndM5PqxZHpynbKgrWknWN2Hp6cPQ4qWrJYNnZqzh+KQTfM6xhxX6ToJ5f+aX1sVscU4i3ZaF/UAHckMzaeEo6sFMfjG0lM7ZJu5zlvGQqwzz4iivaOaTqcnFvLsO3b5Kgok8/iTPI7lU5KuO3TyX+wYPrbmNtqQbz4YkmsNV+DUFPK9dgXVBmNtN5XQuNvPa0CJyhgIoTtTgNxfytHUNvrmv8rB7M19c5aSny4d9YyWZm3tZnzGTSWub+bJjF4dX+ult9WPbeJbARgvP+Ffzxtz/5plJ63ho1Z3kNzlw7WzhUO44dt12kie86/nrv+QO/2jRK+mIbwkQ2FtLMsdLy6okr2W9xZmYg9/vWkDBll5kSaJ1uYtVyw6xXF/Ps51L6dvowVtWDzYrTSstfHLpXlYb6vhl3wz2bp1IzuZu5P4BBpcVMrhmiP8u+CsmIcH/bryZrg1evFvakPsHCM8voHGtzKNzNrLWUMfWiGcMTKhHHg6nZodXqlm55ChfT9uOSoCXeubyh/1z8ZSIWPc2InX3IGT56JjnpHfRCP829QB3Ww9gFUVKIk7+q7GIhkNePIckLO+1IrW2g1YDk/LonGyiZ6pE/sQGPu05xDJ9LXZRSUdS5p1wkHWdUzlZ7cVQpcZTlcRUE0Jo60YK9ZMERJMRIZBJ1GNi0Kce9SBIYMgYIN/ZySRLKxN0zQRV3WQoRrCIClSjSCAOhCXokmRCkoJQUk9v0kgoqWdQ0jKU1DKU0DAiqRiRlEiygISASKqcrEZMoBHjGJUjGBVRTGIUqyKMXTGEVRHGKiYxCeBVQpYyyixNK3FjE/22JO1uDfVxJ6cjXk72e6jsTqOr3YCuxYah1YqpKYa2dRA6e0i2dyK2d2KrtWA942Qwx0R1bg7P5PuYlNvMTWnHWKKvZpmul6mZG9hhC/JH/2wqA14cfj+OEzaobkI8VomnMwNjezob2mdycoaH+wMlLNZ28nTmel5Z2sXvbbOJWn2k7dEh1zWRtnUE9bCPHw9fT/ccE1+y7+NJzwZ+WDzCJuU0Aoo8NIeqsJfWgxzk29yEOONN1hrqiM3ZyLOxNQRiuej3VJCxtZ1mXSZPaG/g//jf4gf5b/CFtXehGcjGVFJO5pZuDton8PJN3fyn/RBnl+xnfdc8gq8NYS9rpDkjyAuOpTyaVsrhZYcpa56J50/9ZG7t5ffBBcxdVc3TWW9xx6r/hbHOi3lfAw352byWNhlo/9fd6B8lJCE1IDqftiBcMUy4aLvLpTaca5fl84qGsaUhzxswftww4RJo8KGqhH8EJHwYRPhnGzBe6f7GwobLeDS9zyD6g+CCKJz/Lq4YLFwGYJyrcHVZsHC1UEFMne5loYKc2gYhdW1fBBUUqfXI576TMVBBONc+9qTPwQgunOBoOsUFqCAgC/KYbYQL19+1uBbX4lpcQfx/ARRE4Onjq/FviiAPDdO22svaJQeZoWnnK/W34NioQ3WinPjELNpXx/h9zpt0JHU8c2QNgY0xaGghMq+A7tVRfpf7N+KyyKPlt5L2rgb9wUpId9K40sqi4uN8yXaAwyMOvnPkBrzvKtDvr0Qwm+go9qBa3cXz+ak0hxe7512ACYeqEPQ6QouyaF2Z4P5ZJdxlOUlHUsHz7deza9dEAiUJ9IdrkIaHoTCbtvlWhhcM8+VJu7nDfByDILI5nMFPGpbScsRD5iEJ8/G2lKRZrUYozKZnkoXuKQKuiR084D/CCsMZfEqRsCxQFjWxvm8qpY25xKrMWKohWBtD09gLnT1IkSjSqBQYl50Rj5Ehd8rELJouIaZFyXSGmG3toEDfQa6mnUxlCJcidr5s44XZR5m4LBAHorJMSCb1XhZIklokWUQUJBSIKJBRCalFK8hoBQGDIKBSyGNmJbsYkRMMyhJdSTUtCSvVIxlUhNOpCKXT0m1F6tSi7bBjaLVhbIujaR1C6OpFCvUj9/RhqNNiOOtgxG+nP9vGhtyZbM0rYKm/mrW2Y0zT9PJJYyOzg/Vsdo3nL8Fp1AXTcfqysJ3sh7oWFEcr8LRnYGxLZ1PHDE5O93BfoJRlunYey9hK7sJOfmVdwIjVTcYeHVJlPZYdI6iGgrw9NJuuhUYedm/mXvshLAvC/FhdhKTMxlZWj+ZQFUHyeIM5KJZKfNW5jx/kvcFX19xOR8xD+qYk+v3VeHX5PKG7Aces1/iS7QCtRVb2DUzB/0YE/cEa0qz5PGq7ld9OeJXv5v6Nu1d/Hl13Dto95QQ2GvieexUT5v2aZ3P+xmdWfQFjUxaqE/U4NxTwlHctLwXfZO2Sw+ysmYX7zxX4N0d4Kn8N78z5+b/6Vr+q6BwyM25zPwDNyy3cP2cTLkWE+8/cgX+jhNDYxtCSArQrO3nAVUpJJMCG0hnkb+lBHhmhc2WAnJW13OvYzY5IJi/vXkTexjByUxuxWfk0r07ywtQ3yVMO8d2OIs5szie4uQe5rZP4rAIaV4vcP38rnzJWszOazrePXgwTonPyaVip5ObFB3jQVUZchh90LuXdXdPxb5cwHKhBCoeRJ+bSutCMvLiPxwu3s9ZQR1SG3/ZP5Jdn5qPebyJwMGUOmhwaRuFOZ2hSBp3TlCinhvh8zlFuMb9HQCkQkmD9sJu/dU3jUFUQQ7kGX0UCY1UPtHYiDQ2DSokizUUi004ooGfQLzLsS6L3DjA5ve286WmOqg+nQoFWUBKXk4RlgeYEtCd1NMUdNIw4aY7aaIuY6YnoGQhriUbUSBElQkxEGBEQ42Nl5qkZY1kYTYsSGS0nKyNrZGS1hKhLoNXFMOujOHRh3LoBvNo+Apru0TKyQ7gUAuNVSaaou1mhb6fbmqTGY+NUvo+D/UFOdbjpaTZiaHJiarRjagijbOlF6ulF7g1hbjBgLk9jKM9CbUE2zxRmsjmvnltdR1mga+JWYzPTs5t403kdf/ZfR4PPRtrRAown20m2tGHqH0DX4ae908sjc27hnvF7ucN8nPvtB8ma3cWPLEU0m114yjRIZ+uwlMZQhrN4LTKfgYVaHnSV8kj6djTL4rylnEVAkY92fyX20joQsvi2eBM/mP43PmWsJrxgKy/FV5A1kof6QDneTSrO6PP54U1FfCt9O9+b8hYPhj5Ndn8u6oOV+Dfq+J1jIQXFbdzr2M3ZFRm0dmSRtq6SzC09bPDMYMYNdTzgKuXQKj9DjUGMOyrwbzTxWNZNvD7pNzwwZxu/ql5N8NU+vJv7+a+cImDLv/Zmv5o4BwzOg4MxcOHcwP+DYMLllAnnAcLY9akBHvKYfcpyqsykPAYyXAFMOLfNh/olXJri8FFUCVcDEq4EInwYPPhnpzxc7vjnIMPYY/89uHClYEEUU/s4V6nmo6gVxkAFkoymOMip1As5ZZKYWv8hUGHUa4pkKhXhHFRIXXNwXpEw2nZ+uQgwcEGJcA42jLbJo3xBHqNUEIRRBcS5tuT7/9/X4lpci2vxQfGhQEEQhN8Aa4FOWZYnjrbZgT8BQaAeuE2W5b7RdY8C95Dqjr4iy/LmDztGe9xMYJMR1elyojNzYEUv9zt38ObgBMq35pFV1oTssNK4Usc3ZryNTxnmnqo7cG7QoHmvAinXT+MqJU9Me4uAMsxDTTcS3+jCVVYPajXtRRn4V9TzSMZmmpIaHj51K44NWky7ahA0arqX+YmtCfFS4V/JVkX5ee9M/rRz3gWYYNDTuyRIx6oYD8/YzO2mKmoTKp5uvIHyndkES0ZQH6sBSSYxLZ/WRXpMCzp5NHcry3VthCT4eeg6Xjk9B91BA8GDYZTljSlJc5qL4YluuqaqSEwd4pa8VH30ceoYkgyHR/S8FZrG1voC4pVmrBWQWRVB1diN1NOLFE8gGnSIgUzimVYGvRqGfCLhzCRa9yCFaR1MsbQwUddMjqqLdEUck6hEJShIyhCWBXoliZAEXUkjnQkT3Qkz3XEjoYSegbiWobiGSELFSFJJXBKRZAFZFhCE1EykSpTQKBLolHGMqhHMqihWZRinagincoA05SAuxSBWUcIiChSoJCaq+1mm62XQfIIOl4qaoItTES/H+zOp6Eqju9WIvsWOsdmKqWkEVUsIunuRGlpQt3aQXmXHftZJKM/MlvxplBbksjxYwQ3W95imHuQ/LOXM01fxl7RZvO2fxKDPhuuYEcOptosGDR0dmTw66xbunrCfOyxH+A/LSbKnd/G8dTmNlnQ8xnxUJ2rR76skEMnhYGQijy7R84T/bT5nPoN+TozvK1YiK4LYS+tRH6wkSD5/EuahWZbgP+2H+EHhG9y35g66Yj5cm2sx7aolrsvhYf2t/GrKqzySsZn7V1hoDwVwr4tgL2uk1RHkSctafuRfx2PT1vNk5yfJ6/Cjea8W18YCHnPfzMt5r/GNGZt5ofFGctqtOHY2U56Vx5ufnsD9zh2UrcwhWp2F9lAN5k2FPBdYAbzyEbqJf02/oBoQEAdSqQ6Zyxu5zXyCF7oWkdjkRH+wCinHS9NK+HXBm4QkNU8eXUtgUwya2ggvKCC8apCn/OtoT2p4/NiN+DeA4mQtcr6fhlUqHpi7iQXaDn7ZN53NJdPI2TSAXN9McnIu9as1fG7RTu6ynOTAiJ1vHr8Z2wbD+TSH6Jx8GlYr+eTi/XzVsZtBWeC5thWU7ZhEYFsM7ZFaSCZJzMinZZGO9EUtPJq1gdnaARoSCn7auZQtRyeRtleB41CqMgBKJUzKo32aid7pCeZPOsNdaXuYqUlBlQMjRv7cM4vt1QWoT+vxnk1iqrgAEgStBjGQOQrc1AwGIRGMUpDZwTxHLbP0Necrp4iIjMgirQmZhoSRqpEMKsIZVA24aB0wM9yvQwipUA4KqAcFlENgGJaxRmQUIxKKaBJFTEKIS6lBVlK6aEYr5TAupmqiq0SSapGkViSp0RDXaYkaLDQYocokkzDJSJY4RmsEj3mAPHMXBfp28jTtBJR9ZChE3Nph5mnPcIvpBFXpNg7m5rC3J5uKlnR6GgyY6gxY6tLRNPQid3QjV9ZhbDVgrEpjsMrKqXEFHJ3goyi3gtscB5mmHuRe21FmTazh1bT57MnMw+7JxHXEDJWNKN6rxNubSU+3k5/1FlE9LY1700q5xdiAZ+IbPGtYTYMxE68hH9V7NRj2VBGMZLNxZAaDS7Q86t7EQ64yNEsSvC7OI0g+2oMppYKkyOKbypv50dS/cKf5NP0L9fw+spjsSC6KE9X4N6nZbJxGxup+vmQ7wtfmbuXHoVXkhvwo4I2mSAAAIABJREFUTtXi31DIE84b+P2sl3nKv47Prv484bZs9LsrCGw08ox3Da/N+RXP5L/Ff6y8h4JmH/pD9fRvyuO/3Et4yLWDTcsn0F/lw7ytnMxNhTR+LL3C/5t+Af6eCoGLoML52dpL296nTLjwfuwA7Rw4+EgwISlfnV/CpSkOV6NK+Kgg4WogwlXAgyvx5npf2ce/d5wPggwfBheuBix8BLXCB0KFUTDxPnXCOciguHqogJxqk0XhYtB1SboDo2kO5679S8EB0ujXcj4tgguqhUtTH67FtbgW1+IK40oUCq8APwFeHdP2CLBdluXvC4LwyOj7hwVBGA98GpgAeIBtgiDky7L8d1nn4KAOV1k7OG00Llfxo/Fv0yNpeOFIEbnbhpGHhum8uYDpS8u5yVjBL/pm07bVR6CsEYwGmq+3cPPC/aw0NPDLvhkc215A9vYu5HCE/uUFxFeFeDr4FkkEHqu9BcUmK44djchSktCSbPpWhXl+wjomqgf5bf9kfrd7IYGNCTRHqhH0OnqXBOlcPcIjMzbzKWM1FXENT9TdRFOJH3/JMIpTtaBRE5meRctiFYXza3nIt4lp6igVcSU/61hGydHxpO1T4DjSjVzfnKrlPi6Hzuss9EyXmDipls+597JQ14ZeUFARV7B+YCpvN05k4KwDazlYKyOo67uQuntIyjKiyQgeF8N+MwMBJUN+GXwRCjwdzLQ1MMNQS56qB5cooBdVxGWZQQlqE9CUMFEfc1EfddIUsdE6ZKEvrCM8pEEaViFGRBRRAUVUQIyBmEgt552yR59h5x2ElaOLOmXkmNTKSDoJ0RBHZ4hhN4TxGPvx6foIarsJqrvwKUO4RMhVyYxT97BM106X9RBVHgeHc7M51BegojWdniYdxkY35gYX+sYBhNYukp1dKLq6cTU4sFa56Ks2827hTMoKc7gpcJK15mOMVyX5367dzDHW8LuMeZzKDOBw+3AeNUNtM4r3Ksns89LT7eBXfYupmebiy+klrNB34ir4K8/rV1JuzCLTkI/uSB2qI1X4R7KpGcnmm0W38mTWOj5lrIaZm3hOWAGkoILmUBV+ZT6/Uy9Ev3iEf7ec4NmJb/Jg5HZU4SCWkiocO5toM/n5lulWfpr7Ok8H3+LfV36Ovr4g1i0VuLd3ccJVwCu3zOCLtiOcXHSAjW1zCfyxH0dZMw0+Py87Z/Ml2wF2LztLed040t6qwLd1iBdyi5i9qJrvjHuHry3/HPl1Nly72tlVMOmqO4h/Zb+gGBpBHu+m5XqJ/8l6m1MxB2/tmkVBSTeCWkVzsYV75pVQoOrnvrpPYN2sR3O0HCnHR+MKBd+f/A4WMc69tbdh2mTEcKAaweWg/noLq5cc4jPm02wO+/nV3sXkbBpBOFsHuX6aVhhYvfQQX7QdpCKu55tnUtUcnKVNY9IcLsCEkCTy3dbVHCodR2DrCOqj1aBSEp2ZT/MyFZPnV/IN70YKVAkOjxh5oel6KvcF8e9NYnyvkWRXNwqng+HJmXTOUKGa3sf9uQe4yXSCdIWShoTAuoGpvFE/laFTdlynUtUKxMY2pIGhFEjI8hHJthPKVjGYI6HL7meBu5HF1nKma5vwKGQ0gpKwLFCbgPKYixNhP6f6PdT0OhjqMqDqVaLpEdD0yVhCEuqBBKqBGOJQDDEcTVVsicUhHkuVmEwmQZK4XMlYgdQPZEEQQBRRKRQIChFU6tEysmokvRbJqCZuVhMzK4laLbTarNQ5fLxrT2B0DZNj72GipZXJ+kYK1R14FAILtMPM1KRUG8c8XnbkFbK/NUBDrRlTrRtrjRNdbS9yWydyZR2mdiOGOjf9dSZKJ07l4IQAn8g6xi3m95inHSQvcz1vmifzu7TZNKTbSHcVYDjRQrK2EefAMNo+L6V9U2maY+Pr/s3M1g7wXO4bPK9byTF9Pl5NPtojtWgOVRFI5rI3OZHvLFHyWOa73O/YC4vgT9I8AlIu2oNVOHc0kVT7eFR1Cz+Z9Ee+aDtIz1IDW4dnEgz7Ec7WEdhcwMvWRWQt7eJ28xmqlqSxvWcmwT4H+gO1mNPyedx1Mz/P+RNPTFrPIys/TX6bD817tVg3F/K05wZ+kvVX7plXxuv1ywj8vhd3STfv5M5g5dqTPBZ8hzuX/y9MlW4se+o/rj4B/h/0C+chwVWmOlzqm3DRzK4scxFoSHIhpWGMiuH8NufUB+dgw9XChMv4JXxgisPlVAl/r2rDRwEJl4MIfwcgfBxm3h+2j4uAw+XSHeDvw4WrAAuCMGbbsWDhcmqFMdteNgXiEmXDZVMgkrwfKsij70ldRzJjoMIotJJFIXUdJQVgLFyQOZ8GIV84L+AiP4WxKoWLUiA+KPXhWlyLa3EtrjA+FCjIslwmCELwkuabgCWjr38H7AAeHm1/XZblEaBOEIRqYBaw7+8dQz0gQyRE562FFC0+xjRNJ1+pv4W0LWqUZ88Suy6HgeXDPJK5keMxB6/unU/BtgHkoWH6VhXgKm7hPmcZ+6NpvLxvIblbIsiNrcRmF9K6IsELE97Bo4jxeNsKmrf5CZR0IA8MEplXQOuKJE9e9y4Ltd38ZSiPn+1bhn+jnDJg1GgILcqiY1XsPEw4E9fy7Zpb6NqeiX/bAMKZWgSTkaE5QVqWiCyZe5IHMrYRUMrsjZr5YcMK6g74UoOHY6ODB5uVyEQvnTM0JKcP8rn8I3zScoQspYJuSeadoSCvt86k5qwH62mRQPkImupOpK7uFEiwWpC9LgayjPRnKxgKJnAFuliVXs88UzWTNK14FDJ6UUVUFulNJjke01A+4uZM2EPlQBot/RaG+vSIISXqkIh6EDSDMqYhGdWwhCIST81CjiQR4qkFSYKkdOEHzzmnY4UIooisUiCrFCQ1CpJaBUmdgrhBQ8yopd9kocvk5pBVQrImMNrCZFr6yTd3Ml7fSqGmjYByhHSFgoBykHmaw7RajnDS7WFvfi77O4I0Ntow1tmx1Fow1g0hNHelvs/uHtIanVjq0uits/O7CQvZPS6HT3sOsdxQzSp9N4WBN3nDOp3X06cTTreSfkiH7lQzyZoGnP1DaPu87ApNonm2la8HUoOGZwNv8iPNcnboJpKpy8G4rx7F8Sp88WyaJT+PFt3KMzlvpqDCDPi+vBIhGcS6oxbdgSp8qgJ+pl6GZUGETxmr+fZ17/JE+GZUQzmpnOntHTRafTxnWMEznk08M2EdD1z/GXRd2agPlOPfYuDl9EVMLmrky45dHF3uo6fZi31DBd6t/bwamM+s5TV8w7OJT13vx1KXheZoNWlbxvH9rNW8FHyTosXHOFIxlbS/luPbYqfmKjqHf3W/gCzTutTO3XN24FGEuaP8Nnxbk9DaQX9RIa7iFu6yHuaNwYlUlOSQvbMFDHpaii18YuE+luhaebF7HvXbgmSVtiADHUvdeIsbecBVSnncyFPH1uDdkirBiTuN5mIbE4oqedBVSpek5FvVtyJvcpBe0oLU2zdqwKjm5sUHzsOEp1vWcKSkEP+WKMpj1aDVMjw7i+ZlIsvmn+Br6VvxKAU2hzN4vup6hne7COyNoDpRjxSJIAZ99Mx00jlLZtp1lfyHexdztSHissDmcBq/b5vL8TMBbCcUBE5GUNe0k+ztQ1YqEQOZRLMd9OWr6c+TcOR0c4uniiLzGcare3CKaiQEOpJJTsesHBzO4Wifj+oOJ4kOPboOEV2XjLVbQtsdTZVsHBxGHg6nqrAkEsjJZEr9KogpKKBQICgUoNOCqEBUjP7wHjuzJ6X6CTkpgZSEeAI5noDoCFJSOv/jXlAo0CiVaHVaLAY9kslAwqYj6lQTcVioSrNyIj2LP6dfR256N9NsTcwy1DBB3UlAqSRL2cZCXQNnHA62B8azoyCPhho7lqp0rFU2dDWpFBbOVGNvs2JsdNPTaOPlyYs4PCHAv7n3sVjXxj3W04yf2MKvHQs56swhzeHHfsSAVNeEYXeEwECQhoEgjy64lYfytrBC386T3nd4cVkR29RT8KpzMRwYhY6JHI4mC3m6iPNQYWSRknWJ2QQTuagOVZBeoqBVk8m3dLfyYt6feNBVSmuRhYqhfHzDUdTv1eC1FvKUbQ2+ma/yoKuUyuVpdHT6SXt7mLQdrdS7A/zKNo+vOvfxiQUH2dQ8F/8fQ7h2tlIRyOGN2yZyl/Uw24sK6K9OqRF8Wy18J/8GXpvwCvfM3cVfzi4j83+6/oGe4NJb9p/fLwicgwKXSXUYCw3GwoCxbe9TJ1zm9TkIcO7zybFw4Rww4AIIuFqYcDm/hA9KcbhSVcLVgoQrhAhXDA+ky+zvSuNSVcAHHPc8ZLhUkQDvhwtXARbOAYHzYGFsGsTYGJPWcNF5XUEKxIdChdHzEBCQkzKCIgUVzqthFEIKKiAgiPKogmCsOuGS15f6KQij35sgnAcI52DDB6Y+XItrcS2uxRXGR/VQSJdluQ1AluU2QRDSRtszgf1jtmsebXtfCILwReCLAFrRSGKun4Hlw3wlrYTNw7mcKc0jZ3czstNO43IN35y6HoOQ4PGKG/FuERArG4lfl0PHihiv5KwjLCt44syNZG4RUZ2oRc7x0Xi9mvtnb2aBtoOXQ9exo3QyOVv6kVvaSVyXR+MKBffP2cINhkZKIhk8d3gFmZtFDPurQalkYEHKM+HhMTDh0apP0LfNjW9rCMprER12QvN8tBbJfHLWAb7s2IVVFFk35OfFyiJiexypwcOp0cFDwEvfNBcdsyBvagNf8O5isa4NlSBycETLH7qXUlKZj/6kDv+pOPrKTuS2TpKxeAok+NMI5ZrozxEJ58bID7Sw2FXFAmMFecohLKMDiK5kkkMjeo5H/Rwf8FHRm0Z3lwlllxpNj4C2JzULqemLj85CRhHCUeToCIyMpH78J5PISQlZlrji+QhBRKkQUSoUCColaDQIWg2yXotk1BI3qxmxpWYjmx1Wahx+3nHFcLoGKbB3MsXcxBRtI3mqvtEBQweLdU1U2Y3s9hWwMz+PyoYM9NUWLDUmzDVDCA0dJNs7UfX2kdGUhrnBSXujj+9OdLG/oILPOvdxnWaYe+2HmDilmZedC6hw+UlzZWE70oXU2IJhT4RAf5CWfj8Pz/sEDxZs4wZDI992b8K+eJg3dDPxqLOx7mlEOlWNL5FNczKTR4s/wbN5fz2vVHg2uQoxkYV5ZzWGfdVkavJ4TrsC6+xhbjA00j27hJ8OXk/2YDbK96rwbtWxyzqJ367u4ou2o9w/u4Sfd60gt8eP8mQt3i3jeMJ9I/8z5bc8kf02d1//eYwtWaiPVuPdMo4n/Tfw2sTf8uiUTXxv+SfIbbTj2NPKmfw8Nt+Wy1fSSrh1eR72swE079V+pJv9KuJj7Rc0WivK4m7ush7kD/0zCG9Lw364GjmYSctymd9mv0NrQsdLh5eRuy2M3BcitGIctuI2vuzYxa6Ih9f3ziVv6yBSdy/hJeMYWjHET7LWkUTgiZqbMG82YNpTg6DT0bE0A+v1bTzuW48EfKfxBnq2evBt70Tq6CI5JY+GlVpWLjnKg64yBmWB77au5khJIYFNERTHqhCMBgbnZdFSDLfMOch9zjJMosBrA3m8eGoZ2l0mfLv7ESrrQaFAmpxHxxwTQ7MjfGbCYT5rPUBAqaQuAa+F5vDXqqkIx0z4jycwlKdKkEqShCLNxUhuGr2FGvoLZBx5XXwms5xi02nGqwexiGoGJYETMQWHInnsCeVwst1NpMWIvlWBrVVG3xFH0xlB0TeI3D+IHIkgJxIkAUGpRFCrEYwGBJ02df/qVCS1qhQs1KbSGCSVgKTkQm30c3/H0YGZmAAxLqOISSiiqVQJMRpHjMRT/U0kCpFoqiJNKJXaoVQqMel0mC0mkjYTI2k6wukGGj1Gyj0+/uaZwmR3K/OtNczU1ZKrEliqG2KaZjdrLMfZ5p3AltxCGnMdWCoysJfbzgNZ5dFB3K1pmJrTqGzJ4dtT0/hE3jHusB5kkXaQgO9t/mCazevO6UTtLtL3a1GUN6A8XIlvIEj7kIvHh2+kd2IJnzRV8kj6VoyLR3hTM5NMdTamPXUo36vCL+dxlBRU+I53PQ+6yhhZomJLYhrBkVw4XoV7m5ImvYfvaG7kh8G/8rhvPfctv4PO/gzS10cw7a0jasvhcdvN/LLgD3wn+DZ3r7gbQ2cW+h1n8W4z87pnLtOvr+fLjl0cKg7Q1+DDuvksvq1WXsoqYs6iGp7Ifod/X34Pxhov+sMN9G3N5dXMWdxlPci64slEzmbBpo+3I7gkPtZ+QWm1XX2qw0XqhMv4JoyqDi5UcbjQznlTRvkCaPggmCBfIUy4Ur+Ey8GEv5fe8FFAwtVChH8EHFztPi8Z0I89ryuCC1cDFj4oDeJy3grv25f80aDCuV1cDipIjIKD0b5VkhFGFQmyRMq88VzlhzHqhMv5KYxNb5DPpzTw4akP1+JaXItrcYXxcZsyXq4LuuyTSZblXwK/BLCo0+TmZQYemvIWIjL/5+RyfCUR5P5Bum8qZNriClboa3mxZwHR7S5c+2uR0xw0FWm5b/pm8pRDfLN1FfJ2O5a9tWAx07LMzoIlJ7nDfILd0Qx+cWAxWdtiCOX1kOOjabmeNQsPcaflJMdjJp44dQPOLVosu2uREwmGFxTQslzm/lkl3G6qoiKu4ds1t9C3zY33HExwOeld6KV9WYK7Z+7lHttB1ILA7wbG87OTizDsNuLdkxo8yKKIPDGXjpkmQrNj3DjpOP9m38s4FXQkZdYPFfKHhpn0nHDhOiljO9WH0NCKNBxBNBog189Anpm+fAXhvBEmZLVS7DrLQn0l2coEelFFvyRwKi5wNJLDgYFsTnS56W23oG5Xou8QcHel6rqreyOI/cPIQ2HkcBg5kUBKjqpMBTFVZlKpBK0mNbBQKkGpSKkQzs1GXvhDIiSl1IM3kUROJCCRSM1IxuLIw5ELD26FArVSiUavx2LUI1kMxOw6Ii4VEZeTQ+kO9qTnYXf3M9nVxmxzLdN09QSVArM1cSap3mOF6SR7M/LYnD2e03Ue+qvM2CoNmKoGEBrbkRpa0Hf3omvxEGq2sLN1Micnu/ls4BBrjadZpe8mGHyL35vn8bZ9ClFbOukHdVDRgPJoJd6hIB1Ddp4Jr6F38k4+Yz7NA85dGOeO8IpyHpLSj32XiFRei5dsmnHzbfEWns0ZNVmbtZ0fx5ajGMnBsLsCy5564vpsnjKsxTHlde60nKRxoZ1N/bPIGvAhlNfj21rIr5wLKVjUxh3mE5xcksnRjkl43xjEvK+BwcxsnktbwXOZG/jKjBJ+3riKnBYn5v0NNGVl8wv3Qr7m3MWWReVUVxTiXFeOryTCDwqv563Zv+Drk7fx4tKbyarVfIy3+lXFR+oXND6f/FjhBjqSOl4+uICC0n4EQaB5mZW75u4kVzXAl+s+SdpWNcrTZ0kWBmgrTvLr3LcJywqeOrMG71YZRXkDUmGQpmKR70zeSLYqymNtxXRtzySwoxU5Fqd/WT5Dy4d4PncdLjHBdzuKOFuSR3BrCLmpFbkgi6blBuYsOcXX07YTl+G5thUcKh2Hf0sUxbEqRJOR/vlBWpbLfHbOPr5k34cCeDk0lf9+byH2nRrS9nYh1zUhmEyMTPbTNleDYU43j+aUcYOxBhUCpVEzL7cu5NiJbOzviThPDCLWtiANDCFaTCSzPfSMM9I3DvSFIW71l7PScoJJ6gGMgop+SWZ3VEvZ0FTKOnOpb3KhaVJjbJJxtaZKLyq6QsgDg0iRKElZSt3nBj2i0YBkMpC0aImZVcTMCmJGgbhJIKGHhF4mqQFJKyGrJVDJCEoJUSEjCKlFHvVYkZICckKEuIAQExFHFCiiapRhPcowqIZk1IMy6oEk6oE4iv5oSh0xlFJISIOD0CKi02nRm03YnRYiHgNDHhPHfIUc8GUT8HazOL2KRcZyxqtGmKWJMl69n6WmM2xyT2ZLsJCGgBWb34ftrA1FbSvJplYMff3oOrx0txv5Y8c8zkzO4B7PLuZpevmKYz9Z13Xx35aFNFlcZJjz0B5vhLM1eKI+OsNOfhBdQf91eu6yvMeDrjJ08+P8QTGXTCErlUJwrAqfkMcRRSHPFiV43L2Rr6dtZ2CJhkORiQSiWVBRh3ebhgpjDj9cU8xj6dt4KncdX1r+WbR9AczbK0nb0UaDy8MPrcU87d7GNydv5DvLP0F+exBFeQPebYU85V3DH6f+hsdy3uE/lv87poYAyjP1pG0bx/ey1vCzrDe4a85e3qxYjO+P3XhKQ7wyfj4rik7yrYINPFT8b/9soPBB8ZH6BW2mT35fqsNFwOBitcE5g8axcvD3qxMuMWGUuQALRqHAWNXC+RSJKzFgvBKY8EEpDleqSrhakHA1EOFKAcI/kgbxgX4Klxx7DGC4IrhwNWBBEs+vvygN4nLeCpekNZw/j3NQ4aIUCj4YKiR5n1Fj6rsYBRTn1AgyXFROUhRSu5e52KTxMuUjz13z8ugJCOePwcXw4ByEG5v68A+GIAgrgR+Tqib8a1mWv3/JemF0/WogDNwty/LRMesVwGGgRZbltf/wCV2La3Et/mnxUYFChyAI7tHZBjfQOdreDPjGbOcFWj9sZ0mDhsylTaw2VPKDzqUYthtRnaogMc5PT3GUn3s2cTJm48/7ZlFQ2o8ci9G1MovxS6q5zXyCd4bz2b1zIrklvciRCKEV41AXd/NQxhY6kiqePLMW91Yl2iMVCC4HzcvsFC6p4UFXKe1JJY9X34R6qxlnWTPScJjYrHyarhe4e+4u7rKcpDah4om6m+jannlBmeBy0rPYS2dxnC/P2MHnLCeIyfDz3pm8cnQuzl1qXPtGBw9GA7FJAdrmaFHM7uPBvL3cYjqNVVTyXkzNq92L2XpmPKZjGgLHo2gq20l2dqdqxwe9DBc46S1UMlQQpyCnmTXpp1ioryRLJaFCQbckcSBiZPdQPvu6s6hrdaJs1mBoFchsS6LriKDqGoJQKk1EjsVJylJKuqxWI5rNCPrRWUiDhoRORUI/OgupEUmqIakSkJUgKRiVygnnc0zFJAgJUMRlFDFGTdsklOEkikgccXgkNRsZjiJHo0gDA9DXB80iarUKjdGA1Wom4TQSztAw7Hayx+NgpzePLE83c511LDBWMl7dwzgV5FrKWaivZJcrn3cDE6nI8mAM2rCXmzBU9iC3tCOfqcHe7cTQlkFXexovTC3mxDgvd7t2MUUd4yHXDnJmdvEr6zyaLDbcpjzUJxvgbA3usJeusIsfR4von6bnHttB/tN+CP2cEX6uXIIsenHs5DxUaFJk8oR4E9/L/ht3mk8zNFfLb0YWkxVJObM7y5qJG708abiRnxS8xgPOHTQutVHTl4d3IIzmaC1uZwFPOdfwmym/4xsZm7mryE1fmxfrprO4S3vZ553AuhtquN10irLFeTTV5eJaV4GntJ83cmey/PpTfMOziU8UB7FW+lGdasC4vYCf5yzmG2ml/GVpEwNnAvyT60Z+rP2CyRhhhqadrzbcTMZ2JWJdM8Pz8tEs6+Zu6wHWDxVQuSObnN3NYDLRvNTIPbNLGK/q5/G2FQjbbZj214DNQvMyEzcuOMhKQwN/GSxk+64p5G4bQOroIj4rBQ+fnLxx1EdlCht3XUf2tjBU1iMEMmkutpCzrI5H3ZtQCalqDmU7JhHYOoLyWDWC0XAeJtw9dzdftB0kCfyibzavHppL+g4ljj2tJFvbUTgdDM700jZXQcHsOr7i3cZs7QCDksyfBsfz25o5RI448B1NYDyV+oysVCJm+Ric4KRnvILYhDBLc6q42XGEaepu7AoNvUmZshETW/snUNaWS0+DDUO9AnejhLFpGFVbCLkvhDQcSUEEjQaFw4ZsM5OwG4g61URtCqJ2gZhVJmaRkc1xtMYYFkMEuy6MXRPGqopgVYUxKaLoxRgaMY5aSCAioRBkkrKAhEhMVjIiqQhLagaTWkJxPaG4jt4RPb0RPf3DOnqG1AgDKtT9StQhPdpeG9q+JNruGMreYYS+AaTBIaT2DujoQl+vw2CzYndbGfLp6PF7+H0wnQ2BCSxyV7Pccpop6h4WaKOMV+1iifksb7mns8Ofx5DPhON0LqbT3cgt7XCikvTuDAyd6ZztyuPb0xx8Pncft5hOc7upHl9BDy8ZiqkwBXEbszAdTvkqpEdjKKNufjGyhMGZWr5k38e99n2o5iZ5hQVAEPPuOpTHa/Ap89itmMgLxVG+kVbKo+5NPFykpy6SjS+aiVxZj29rPpvNUwks7+Ee6zG+OXkjT/TeirYnC9XBCrzbjWxPm8LkVc3cbirn6PwjbGudRaDLiml/A4PeHF50F/OUezP3zNrNazXLCLaZcexupTIvm3WucdxtPcCGZRMYrvCj31NJRsk4flCwkpeCb7J44UnqPvau4KL4WPsF4DKzsVwMGMamOlwEHOQxn5Pft5+xJoxjy0OeUy1c8DwgZUQ6BiZctP5fARM+Aki4LET4MIDwMfgnXPE+LwUNHwAY/i5cuBqwcIla4bIpEGM/I8mX9VW4GqjAJSUlSUqpiRsugASB0eOMKSd5OZPGS/0UzpeavBQYXCb14aJtxFEVzj8QozDgp8ByUvf6IUEQ3pZl+cyYzVYBeaPLbODno/+eiweAs4D5Hzuba3EtrsU/Oz4qUHgb+Bzw/dF/141p/6MgCD8iZbKUBxz8sJ3FzfBIcAMVcQvr902jsKwbQaejZYmB+6/bgEsR48HK28ncLiDWNBGblktfcZSf+jbQkVTz/LHleEvi0NBCfGoubcVJflywHouY5GuNa5G327HtaUBWiPQs8KAs6uYx/zsoBPhe82p6S9z4d3QhdfWQnJpH03I1t8w/wBdtB+lIKni68YaUAeO2gYthwvUxvjK9hDvNpxmUZH7Ws5A3Ds4kY6eIff+FwcPQNC9t8xQEZjVxr7+UpbouRmSBdcOGj55VAAAgAElEQVSZ/LpxAc3veUg/JmM73oPc2EoyOoIizUksN52e8VpC4yS8BW3c6TlFsfE0uaokKhS0JZMcGclgR/849rcFCDVa0TcpSG+SMLSOoG4bgN5+5MFBpEQipT7Qjg4izEYki54Ri5qYRcmIWSRuEogbIGGQSepkkjoJNAlEdRKFKolSKaFQSKmZSM49uwSSSZFEQiSZUCCNKGBERBFRooioUA7rUA2DalBGMyCh7k+g7o8h9ocRBoaQhsNIvSHo6UXRoMRsMmG2W4i5zQx71HT4vPzR5+Zd3wTmeupZYjnLdE0L+SoFWaOVHLa5JvCufyJNgTSsvjQcZ8yoqztIdnajGhgks9NDX4eNHZ2TqZrq4guBXSzXN3KXpRzfhB5+alpKg9mL25iD8Wgzyfom0mJxlFE3r4wsYGiWhi87dvHvlhOoZiZ5SVwGjIEKylyaRD9PKm/k2cCb3GM9TN98Pe+EZxOMZMOxKjJKNDSZ3HzPuJof+N7mW753+VLxnXT3ZOLYWIltTxPhtADPOlbzYuAtHitYzwNFn8XQko3yWDXeEiM/8hczbU49j/g28JniL2CpDaI+Wk3m9nE8k7OW3xX+nvuvK+WXS1eT1agjfVc36ydOY+3qY3wr+C6fL/rCPxsofKz9QrpqgL3RyZwsyyN3Xwuyy0HzMgXPF2xgUFbyo+PF+EujyL0hQqvG41rayl3Ww2wNByndNYm80l7kkRh9y7KwL2vjfucOyuNGXnivGO/2JEJFQ0qtVKThs3N2s9rQwLawl58dXEpgWxLViVoEl4O2JU4sRe08Hngbh0LmpZ65vLtrOoFtsZQBo1abSnMYAxPiwE97FvDn/bPwlIpY9zWnjEQz3fTOzqB9oUTx9BPcm1ZCvkqgOiHwm54lvH1qMpZDWnxHh1FWNJEcGEK0W4nneeierCc0KcG4wnpucx9msa6WdIWaIVlgZ0TP5v7ZlLbkEaqzYa4R8TYkMDSEENt7kEL9JBMJBLU6df87rMTSDITT1ITTRKIumZhDQmkP47INkmnsJ6Dvxa/pJV0VIk0xiFWMYBLjaATQCgIqQUSBgHi5pOLRkJBIIhOXJaKyzIgMg5KKkKSjM2miI26lccROU8RG06CVrj4T8T4Nmm4d2i49+k4H+s4Y6s5hhJ4Q0sAgUlMLirYObLUWLOl2hoMmBgJO3sq2U5qdx9LMKlZYTjJVE2OpdoDxGZuZb6niz+4ZnM30YnWn4zxpRlXZQrK5DcPAIL4eH109dl7oK6ZmkovPO3azQDtMWuAtfqpbxjbjBDL0Puz7VSRb2nCUJVHEvfwhMZf4HAX3Onbzn/ZDMBdeYQGCnIVpVy3qo9X4FXm8q5mOcckIX3Xu4wn/2zxQ9GnahjPwvBtFOFmLz1zAL6yLCczvZrWhgZq5e3i9ZxHZPT6EipQS4YWMYibNbeJ+5w6OLvXR0+TBvqGCjB29lAYnsXVtRcozYVkBfbWZWDeewVfi4MW8IhbOq0qpEZbeSX6VE/u+Vk5PyGVvRiZfy9j6MdV++cD4WPsFuBQecGWpDrJ8EVi4rG/CWBgxFjCMwoLzFR5k+X0wQbjc66uFCVeS4vD3VAn/DJBwNQDho6RDXMY/4QOP/UGA4TLKhasGC5dRK8hjIMD5442FCnABFnxEqCDI8iWpEKnPnDNllEVS0OGcuuByJo0f5KdwLq9Cujj14XJVH96vVPiHcx5mAdWyLNcCCILwOinflLFA4SbgVTn1R9svCIJ1DHz0AmuA7wJf+0dP5lpci2vxz40rKRv5GilDJacgCM3AE6R+GPxZEIR7gEbgUwCyLJ8WBOHPpDqMBHDvhzo2A1bDMAWqBPdUfRrPDqClg4GicbiWtHKr6RR/GphCz043wQMN4LTTskTLfVM34FOM8GDTjZhK9eiOVkO6k+alOu6atZN52i5eDl3HsbJ8cnb0IvUPEJ1fSEdRnBcKNxBQxnmxZy5HywrILhlMlW3LC9C81MCMhWe5z1lGVIbn26+nfGc2/pJhhDMpz4TehSllwliY8ELXUtYfmIZnB1j3NaXMAt3p9M320D4P5swo5173dqaoY3Qkk7zWP4M/VMxEPGrCdySG7kwbyY4uRJ0WCrLpm2ClZ6KAcvwAtwTPcoP1GFPUQ2gEJR3JJIdGMtjaN5F9LUGidSaMDSLexgT6pn4UHSGkvhDSyAgIIqJOi+hyItlNxBx6og4lEYfIiC01E5mwJFGaI5iMETyGMA7tMHZ1GLtqGIsyjEmMohXjaIU4KiGJQpAQkZAQScoicVlBVFYRlVQMSlr6E3p64wZ6Y3p6ogZ6hvWEhnQkBtQo+9WoQxo0fUZ0vS603XHUPWHE3sEU+Aj1Q18fqmYNdpsVS7qVsM/AgN/OloCVsqwc5mbWs9x2ipmaFsapFGRbjzNbX8M7zqls8oyj0WPG4fZjOWVGaGxFqqzD3j+ErsdNZ6+HZ6avpq7gEHdYDlOs68aVtY6faovYry8gQ+/HdkBJsrUd+64EYsLLXxOzGJmj5AFXKXeaT8N0eEkqQpC82HdKSGdqyVTlUanJ5rnrV/CkZwP3OctoW2jh2NA4AsMB5KoGMkt1HLUV8MtVc/mqYz/fKtjAg8tuR9+VjXZPOe6dvZxw5/EH63XcYz32f9k7zyg5CjNdP1XVOefp7unJSVmjOEETFABhjNcJ2xd7F8NicI7r9dr3evd6d23fdQ4YG4wTLJg1xsYYDIigNKMJylmjyTnn6enpVFX3R89IIyEJkRbvOXrP6TOhq6tKmqrqrud7v/fjto11PNZTTc6AB+PhLmyZ+Xw340Z+lPkkn1q9m/s330Rutwt7Yy+dhVk8FlzDrfYj/Km6mOkzIawvniF9t4vvLL+RXxc8yt+UHuKe13adeEuuCxIq3zq7nfQ9iXPtT+WbTlGiH+RfBrZj3WVCd+IsSkEGA1sU7s/9CzOKxLdPbye0Sz4HGAe3JvlZ3jOIwDc6bsax04DpQCuC3UZftYvlVS3c7aqnNWHkm2duJG2nBtOBNtDrGatIJ7pthv/If4oCTYIHp5fzSEMZmS8pqdGQWg2zJanMhA+V1p+DCfeMVvJ4wwbSXxKwN3Qjj44hZmcwXO5ltCLB+9ce5E7XPoKSxP6YkZ8ObOHg4Xx8+wVcR8ZQO3pQATE7xMxKLyOrJTQrp/hQ7nHebT9EkVZBRuJ4XGLHTDHP9S9lqNWDtVUioy2JuWMChkZRpmaQAdFsRPAESKbZmQ7qmQ1IRPwqCV8ChzfMCtcohZZhCo2DZGtHSZPCOEQFkyhhEBbeJkRkVUcCmYSqEFFkEoCsQmL+g6ysCkjzpS0tKpIAWkArCFhFCRcSIY0AxIAYUXWQiCIzqYgMyRY6Ex6a5/w0h320jXsYGLGgHdZjGjRgHnBg7o+hGZqC0XHksQkYm8DSZ8XS6iHSZmMi380TeQ725efytvTTbLeeYKlO4hZLNyuze3nCuY4/pa2iJ82O15uD9eQoau8A0tEWApMh9JMu/jy9jt41Dj4V3Ml6fYQv+3fgLZvhUcNGkvoA3joNcmcPjn0KgpzB75USlDKBT3tqUn//UonfyuVkxHMw17eiP9xOyFjAo8ZSPBVh7rCf5F/yn+Lz297P2FQ6rhdjmA60k+Yq4JuuG8le9TB3Ohs5VRWgdaiQ9PEZTAc7cQby+Yb/Zu7L/y++mvc0H93yYazd2SnguMvKt3O3s27tL/hKzjN8dMsd2Foz0J7swr6riHvytvFvgR2UbzpN08nleJ5sIn13nG+t3s4Tq3/1RlwSgP+e68LF0OBlcEG9cKrDy1od1MWPRbkJi38/H8L48okOnJvo8IbAhMUg4AK48DpcCa8GJLxWiPBG5ihcZX4CcOF+XTAFYtE6LnItXBVYeDVuhctNgXit7Q8LBZoLXAupzasI8xMfzk9+uCCkcf6wOe9EULkgT2FxboJ6HiYICqll50HF+VaHi2DD61M60LPo514udB9cbpl0YAD4IfAlwPq69+Saruma3nRdzZSHWy/z1LbLLP8NUkTxquXVhNkZKaK7JpPc/d2o6Wn0Vwv8OPc5RmQd9x2pIm9PBDUcZvztS8mq6uIW60memi3kUE0RBTWjoMiMlfsJVfdwu6ORwzEn9x+uJHt3Atp6UAuz6d2s4a51O6k2DPPUbBaP7C8lZ1cCoakT0e+jr9pJYEsvX05/FoMA3x2poqZmBdk7Y0gnU9McJsszGNya5BPrd18IE+rWkr4bbPVdyOMTiJnpjJalMVyR5B1rj/JRz15yNBJnEiI/H7me548vx3lQi+/QDGJLN/LsHJLHRWxJkNGVBqZWJli3pINbfIeoMPbglfSMywp1MRvPTqxmT28ec202rO0ins4Epq4JGB5HmZ5GluWUnTnNh+KxE00zE/FpzlUiE64kRvcsafYZsq3jZBrHSddN4NekKpF2MYZZVFJVSFKVSBER6QrEWlZVFBQSqkIClaiqMquITCl6hmUrg0kHfXEn3XMuOmdcDE1ZmRgzoh3XYRjRYxq2YxpOoh+aRRydSlVUB4dgZBRLtw1Li4tIpo2pHDu7clfSkJdFZaidtzuPslY3SpkhRr53LxssHTzuW8chfw4RnwvPCRP6pn7koREM4TChiUxGJiz8cqqCnlVO7vbuYY0uyf9Jf4b79WGeMhYj69Nx12uQu/tw1MqIchZPK2uhnHNQIbFe4qfJLYjJTOx7kkgn2wnpC6g3Lucn28J80buXL6c/y+c3WxmYDpE+M4dyup2QcymPuErJrx7ineZO7lpXy6+Ht5I3lInQ3Elot4X70ytZs6mT2x2N1FXnMtoVwvP0WXy1oxzNK+SpdxZyi/Ukz1UtZ6wlA9dfzpC+N8L9Syu5rvIUX859lk9U38GSM2nYDvTRXpPJzvRsPuHZ84YBhf+O68K4YsK+14PhWCtKXjqjm+N81v8ih+MedtavpKh2DDQaBqrs3LKxnmL9JF8b3IZmtx3zoTbwuunbbOS2DXtYrx/nnvESuvdmklMzBIk4k5tzkbdO8uWMZ5BV+GbP2xF2OXHX9qLGYkQqixjamuRfVzxHiWGaZ2fTuefwFoI7RcyNbSDL86MhRd5dup+PueqRSTkTzsGEui6UiUnEvCyGKtxMVkW5a1UdtzkOYRUldkR83NO5lYEDAUL7ZaxH+5H7hxDNRpSCTEaKLYytkVm5vJ2/DdRTaejDLuoYkJO8MFvEnwaLOdsaxNKsJdSSxNw2jjAwjDIdBlFAdNjB52Iuw8ZMuobZkEA0kMQRGGe9Z4jVtl6WGvrI1o7jl2QsghatIKGgJaomiSgy/YrKlKJnTDEzKZsZT1qYkQ1MyUbmZC0xRUNc0ZBQpHN/O60ooxOT6MUkRimBXZrDKkVxacI4pFnc4ix2MXYOWrgkDfnaBBv1vYTNHQw6JTr9Ls5E0zk2HeLMaBr9g1YM/SbMfUasvR4MvTMIQ2OpFqqpGUyDFoxdPmY7bUx0+/hNoZP6/Bze5T/K9eazLNXqCLrqWWXq5mF3GSe8mbjdPtzHTEjN3Sgtnbhn59DNBDgxU8DXNlj4dPZOrjMN8Ql3HfYNczygr0DReUmrEVHau7HvkxHUbP7ARsRylU+7a/mYq565Ui1/im0kK56LoaEZc2MHQVMe95qrCW6c4G3mfv5p+Q7+7+S7MExmYao5i3tfP1F3iG86386Psh/nS6FnuXOLj8mBEPYXmvDWDtORkckv3SkgefuGOn7XtZmcPjfmQ91M5uZxb8YWvuZ/iVs2HuD5s2WE+kbx7Rtj5/KVvOvmQ3zW/yLv21yA62Q6hhM9jOzJ53c5q4HBV3NqXlb/HdcFuIQrYRE8uBAuXF2rw/nXL0CABRfCAiRgHiqoF+YmXAQQ3jSY8DpdCVcFEq4EEd6MIMZX0hXyE4BXhgtXAguLwxtfhVvhki0Qlwtr5Cqhgrro+3OuhUuMk1Q4l6egMt9uIYCgCKltvOyYPg8XLmh9WORMuMCxMA8gzv1Xvn6gcKk1XHyQXXIZQRBuBoZVVT0kCMLmy25gcbg7pte6n9d0Tdf0BuiNDmV8TRJR+V7T9QT3xlDDswzfkMHWsuOs1Y3yv/vfhnO3Ac3pJpSCTIY2y/xH1rOMKxp+cHIb6XuSqN39JDYUMbwlzjezn0EBvtX5Njy79BgONyO4nPRW21lX2cRtjkOcTpj41qnt+HdJGA41g8nIaEUAZesE/5zzNBmSwi+mVvPHxvVk7UyiO9oGeh3h0mz6t6ncvqGOD9uPXwATQjtVrA1dyBOTiLmZDG/yMF4Z47biRm53NOKVNNRGzfy0bysnDuXgPwDOwyOoXb2oooiYm8nkKjejq0UMKya4M/cIN1uPUagVSCBxMCbx7HQZz/YsZbLVha1VJNSewNQ5BoOjKOHZ1P+lxQweJ4mgndmAntmASCRNRfbHcXtmWOEcocgyRL5hiGztCF5pDocIJkFCK0iIiChokVX1XCVyVkmSmH+/jKsiyqL3ABEVnaAgAtp5K7ReELEIEmmSgAgoTJFQx4moMpMKjPiMdCa8tEbTOBtOo3XSw/CIDWlQh2nIiXnAjnkghnZgGkbGU66FySlM/WZMnR4c7Q4mOxzsyC+mMT+T7aEm3m4/ygqdxN+Yh1iW8TR/thfzB18xPT4nHk8W9uMW1J5+hBMtpE2H0E17eHF6NUPrbHwifSflhhk+792FsyTCf+pLkHVp+Oo0yG1d2OpUBCWLp0lBhc97d/Fh+3FiG7X8MlmFFM/GUtuG7mgb6cZCnjBvwFc1w92OY/xzztN8ZusHGJ0M4Hl+DsOhdgKuQr7juZ7cNY9wm+MQJyuCnBpcSmjcheFwB55AIf8veBO/KHwk1aqw5Q5sXdloD5wlfbeDH+Rto3RDO1/OepY7Nt+JozkTzeku3LuX8KOC6/hW+jNsKz3BkeOr8P2xifQ9Ub5XfD1PrX3gLTi7X7tGIhaW1oRBURmotPH3a3fileL8Q8uNBPeo0DtIZFMRVE9wl7uWhqiX5xpWU7R3EjUaZXxbDmlVfdzuaORgzM1DB8rI2xM9N+Wlf4vK15ftIFcT54djZZzdm0PunkmU4VHk4gJ6t0jcvn4v7zB3czBm5ZtnbsS104CjrhslEiG5vpDerVq2bjrOpzx7kUhlJjzWsPECmEB+NgNVLiLVYT63Yg8fsJ1GRODxmRx+0ryZeIOLUGMM/Ylu5MkpJI+LuZUhhtfqiBeHeX/Rcd7v2M9SLURUgb1RK38YW8/utgK0Z0wEmhVszVOIvcMok1OoooDocqAGPISzLUxnaghnqIihCIWBYdY5u1lj6qJIO4xfApOoBSSiqsqQHGdE0dOfdNITd9MdczEQtTM0Z2Vyzkh4Tk88qkGJaiAhIMZFhCQIsnBBz60qgCqpqdyV+fBG0ZBEZ0hiMcZwGOfwGsKkGyfJ1I+ToRsjqJnAK8ZxSRJFWoki7RSVhlEGrcdo8Xk4lJ3DoYlMmgd8TPaasPS4sHXbMHeGEQZGU9eJs+1YBq2Yuv3MdFvp7snie0u9HMrL5r3ug6zXj3OzaYS8zD/zmG0jT7hWEXVb8TkKMJ5KwRxLJIp2JpPBcJB/K3k7Y0V7eI+lhTscRzEVx/mJphpF8uAXRZTWTmx1nahCNo+JG9GWyXzSVc+nPHsJV+jZFS8mK5aH5mAzjroe4uZMvmm9Ee/Kx3iHuZvuDbX8ZmIzuRM5KZfEHjNnvTk8YCvnC556vrxsB1/d8l5MAzmpqTC7bTySUULZ5hZuc+xnb3U+Yx1BXE+fIVAzyXMFq7nhbSe5y13L89VLmG3KxLTvLME9Tr6z7EYeWvIwf792H7+v3Er6w0ME985w3+oqYMdbc5K/Dl0cxnhBBsIFcOHCFoYLWh3k860OqKlQxYtzEy4bwvgyN8L8jr1BMOGNcCW8Iki4HES4SoBw1SMlX4WEyxUurgQYLgUXrgQWXqNb4YIWiDcCKizkGCye/HDOtXCZkMZFeQrIairUUZ1vfZAv0fqwMD5yvvXhghGRiprKw1rkUFiIbrj60V6X1dVkpFxumVuAvxEE4SbAANgEQXhYVdW/XfzixWGtNsH1xh+M13RN13TV+qsACuOyCXutE/2pVpT8EONVMT7m28XhuIe9Dcspqh9D0OsYqLDy/vV1LNPN8LXBbej3WjEdbkVI89JfaeD2tbtZrZvmh2Nl9O8NkVM3BMkkk6XpqJsn+EJwRyqdvecmtHvsuOp7URNJIqV5DFcn+NclL7BGP8uzs+ncd6SK4G4R08E2UFTm1uXQt1nklo2N3OncT1yFn45V8nRjyplgbehCmZxKVSIr3UxVRfnoqlo+ZD9yrhL5o45tDB3wE2qUsRztRx4cRrSYkQtCjBZbGF8js3pZOx8MNLDZ2I9F0NIrJ9g5W8gTA2tobg1gbdYSak5ibp+AwZELKpFqmpu5kJWZ0EIlMoEzMMEG9/C5SmSedgyvpCyqROqIqkkmlSQzisK4YmBSsTKWtDAlm5mSjczIBmaTemKKhpgioagiiiogCiqioKAXZfRiErMmhlWKYpfmsEuzuDVhHGIEl5jAKipYRWl+FKTKGt0AYVM3I3aRNp+bM5mpSmTTmI+BARuGASPmXgPWXteFlcjWLozDYxh7vNi67Uz0eni0sIRD+Zm8O3CEreZm8jVa7nYeotAwwG8dpRxzZxF1evEcNSK19KK0d+OKRNGFg5yJ5PL1DSY+m/MS15mGuMvZiGltnAc0FaiSmzRBQGnrwtrQRbqYzdPSWvRlST7rqeF2x0GmNhr541wJmXM5GOubMR3sJGDJ5X5rJaGScW429/JPS5/nq5vfjWE8C/PeJpwN/UR8Ib7tfhv35PyezwWf5yPVfiZ7g9hfaMJTN0RHVjq/9qYqkR9eU89/tW8mt9uL8UgXhj353Ju1hX8PvMj71x/g2TPlZPTo8NaPsm/lMg6/Yz8f8+3ifVVFeI6H0J3sQa0p4NG8NcCzb/XpftWSZkSkqR7ixTnIlVPcaj/IU+GlDNUGyT3Yjepz01+p4atLXkCLyrfbbiS4B4T2XpLLcxiqlvlZTiq+/lsdN+Lbo0V34iwEfPRXmnjHxgNsN3Wzcy7IIwdLyNkTh5YuhIwgfdVmSstPc4dzP/2yxH903oSw24m3dhBldAx1RT59VUZWbWrmC2kvYBUFfjlZzEMHygjuErE3dJ+DCYNVLuY2z/APK1/iPZYWEqrKb2dWcN+pSvT1VtIbZtGc6USZiyJmpTNV7GN4nYh3zSAfzmrgRnMzHlFHr5zg6ZmV/KG3mMHTPpxnBJxnIug6R5BHRlEUNXUdSPcyk2NlOltiJlvBnDlJub+Xcnsba42dZEgxXJIe0BJRErQnEnQlnbTE/LTM+WgPe+iftjE1bUKZ1qKZkdCGBTQRMEZULFHQRFWkhIqYUBATi2zj81LFVNVM0QooWgFZK5I0aJANEDNZ6TNBp1ml3iYj2hLYbRGCtmlyLaMUGIcp0A+SpZnAL0GuVkuudopSw346bUc57MumLjuPI4MherttWDsd2DqtWDpmEPpGUmBhJoxjxIOp38vEgJGdgys5udTP+zKOcLP1BEu1Wj7priVv9TAPOkrptafhs2VgO6pH6elHf7iV9LlshqJOvh/fRniZgVttx7nVdhr9qgQ/ELcxKLjwA0prJ/aGHlQpk0c0pVhLo9zpOMrnfC8xtsnMqUghWbM5KCdb8dbq6bP7+Q/rTfww7zFucxykeZOPQ2MryBoLorZ2k77HxKP+Eoqru9hu6qZx4xFe6tlA1qAP7fFOfHuW8J3MG/l10cP8Y/YOPl51G7a2bDSnOgjuXcp3C2/gP5c+xD8seYGvV72P/FYPtoN9tNdm8lRoKbfaD/K7qrXEjmWiP9KOc88SOt+SM/y1aQEivGIQ4xXbHRblJlzcBnFRbsICTLg4N+Gy4yEv1ivBhHM/vwqYcClXwpsMEt4MeHC127kkZLjU9IXUChZedMnlrggWruRWuLgFYmEbC1Dh3H5xZahw0b5e3O5woWtBuGRI48vyFFTOOxiUi1ofLtH2cKFTQT0PNuZbHl5/fAIAB4ACQRBygD7gfwEfvGiZPwOfms9XKAGm5kfMfmX+wbxD4YsXw4RruqZr+uvSXwVQGJmzsGTfbKoSWW7l74r3kCbF+VLbDQRq5iuRZYUoVZPc7qzjQMzNc42rKaydgliM8W25+Cr7uc2xn8MxJ48cLiGvJoraO4BcXMBANXxtyQvkauLcM17C2doccmqmUpXI1QX0VWu4bb4SeSRm4VtN23HuNuCo70GZnSW5tpC+ai2by07wCXcNOkHgZ+MbeHz/BoK759sc5m3Ng1VuwtURPjU/clBE4IlwFve0bCZa70lVIk/2II9PIrmdRJeHGF6nJ1oc4T1Fx/mAq5FlWpmEKlAbNfOniXW82FaIdMZC4KyCrWUKsXv43Mx20WFHDXqYzbQynaUhHFJRM+fI94+w3pWqRC7RDZEmKVhFHaAhqiYZVeKMyDr6kg56Em76Yk56ow6G56xMRo3MzOmJRXXIUQkSIkJcQEgKqUrkYteluFCJVFF1KmgVJIOM3hDHaozhMMzhM84QMkySrp8gQztGumYSrxTHLkrkazXka6coN4wwZD1OkzeNI5lZHBzPpHXQy1SPMVWJ7LJh6p5B6J+vRE6HMQ/bMfb7mO6z0t2fyfeXujiel8G7nIfYoJ/iZtMI2ZlP8ztLCX+2ryLusOK15WI82Ys8OIx5f5xQJIPBSIBvxN7GTOEubjZ3cIfjKPriBD8Vq1Hnbxrk1k5s9V0oUhaPSxuwlMX4uOsAn3DXMF5mpmZuJVmzuWgON+No6CNuzeC79utJX/EYN5l6aF5Xz29Hq8gZy0E61kJgr4WWtGx+4yzh0679fHHJC3yt+r2Y+7KRjraQXuPgkawSqqqbuM2xn10VhYy3+nE+c4a0fVO8sGQVf3PjEe507eOZymVETmVgrG8mWOPi+ytv4MHC3100rk4AACAASURBVPLh4gb+uGkz6Z2DBPaFeWBtBf+TgII2nETwGOmvMPC5pc8hI3Dv6WqCtTHUqWkmbl5GYXkn15s6eWhqDeO1fnIO9IDNykCFmVvW17NeP859E+sZrEknp2EQFJXx0jRsVUN83LOHflniO83b8e3RYjjajGC1MLzJi61qiC8GdqAFfjh0Hb01GWTVTKVcLjkZ9FfaSKvq40uhZwlqBB6dLuD+I5Wk7dakAhhHxxDzshiYhwlfWPkS77O0MquqPDS5jl+dKMe6z0ha/fxYWVVFKMhhdL2T0fUKa1e38JFADWWGSUBif8zAo2PVvNi8BONJI6FTScxnUxNN5Fgs5UwKpjGb62AyT8NMnow9a5wbg51U2c6yWt9HUCNgEnREVIneZIyWhJvT0XROhNNpnvQyNG5DGdOjmxDRTQq4JlV0Mwq6mSSacCI1sWUugRCNQyI1HlZNyqDI8zdHiy4Mgpj6sCtKCBoJNBrQalANOhS9FtmsJWnREreKxK0GYg4jrQ4Xp52ZiO4Yaa5pCh0jrLT0sczQR4F2DI8ksUYnUqRtpdrUwjFXOntDRdRnZ9PXZcea5cDRasHcMQV9g8iDQ2gmJvEN+zEPuRkbTuPeFdWcKQjwIU89a/QyH7C2kZk/xi/MlRy25hG3+HEf1KO2dyMdbyUQzWYoZueniWqiK7Xc5jjE+yytsAJ+wDYGVRcBRUFu68JRLyJrQ9yvr8S+PsKttla+FHqWr1SZ6A+HCM1moHb0EKgx0mXP4IeW1GSGL/hf4ONVXoaHfaQ9E8ZwtBNfoJDvBLazZMVDfNyzh0PVGYz3pOH6yyTu+kE6coI8lLaRT7oOcMv6gzzXUkZmjxX7gX46lmTwWPoabrMf4fHyDoZPZuN66jTpNVHuXVXN9Rua+PSS3fyg4l3knjXiqxt7q07x16wFOHBBr/giiHAeHqiLwIJ6fvlFj8UjIq+Um3DxSMhLwoSL3QmvBiYsbnFYWAYuDxOuxpVwNSDhjYYIlxhJeVmJV3fneskpDue29/L8hPkXLbzgwuUWgYWXtUFczq1wJaiwsO7FYY1XggrnXsPVT35Q1cvmKaC8fJTkpVofzuUmqMLL2x0W4MJi4PA6oYKqqklBED5Fyv4kAb+az0352Pzz9wHPkBoZ2UpqbOQdr2+r13RN1/RW6a8CKEhhEU1zD4kVWcQrZviQYz87ZvPp2xci72APuJ30V2j50pKdmEWF73Zsx1+TmvigFGUxWKXwo5znkQT4Xtd2vHu16I6fRUjz0lNp5vqNR7jR3EVtNI2HDpeSXZNEaO5ESPczUGlmTflZ7nQ2MiiLfLv7RuS9LgK1wygjo7Akl/4qE0s2tfNZ/4s4RJEHp5fxm8Nl+PeIqQDG8QnE3EyGKlMw4dOrds/bmuF3M0v4WVMVQp2d9PoImtNdKOFZpFCAmdVpDK2TsK8d4e7s/dxsOUVQo6c3meS52aX8vncd3U1pOE6LuJqi6NtS+6Qkk4h2G2rAx2yOjalsDeFsBV3WNOsC/WxytLHW2EGuJoJd1KEVdETUOL3JGD1JG83xLFrm0mgLe+idcTA5bSIxrUOakdCGRTQR0EXAGFWRYiDFz1cjz43PWpCYqkYuVCFlnYSs1yIbjMyaYMoErRYF2SqjtcVx2CKErJPkWUYpMA5RqBskQzONR5Io1OrI0YxSbuin3XaMw2k57MvK4/hAkL4uC5YuJ/YOK6aO6VSf+MQEwswMzmEPpkEf40Nmnhtezeklft4XOsSN5jOs1unxevaSbRjjP+0b6bN58FmzsR01IPcOoD+cID2axUDczXcS1zO7dC/vszbxQdsppFUq97CZIdVFmqrO3zRIKJoMfqMvw7ohyh32k3zB/wIjmyy0hXPJDGejNLXj3Weg1+nj27Yb+V7O49zpbOTspjROjS4hY9SP2tJFcO9SHgqWsqaii5vMXezbeJx9PWvIGvCiO96Jt6aI72TfyC8LHuULOc/z2aq/xd6SiXi2C3/NMr5btJ0Hix7hc0t28u2Kd5Pf4sJ2qJ+2fRnsSM/nVscBflexlsSRUCqcbW/RW3WKvzbFE8yuTse5aZAbzc38cqIEba0N/YkW1Jx0BqsUvp6RGg37wIlNZNdGUcYnmd26FE3FOHe5azkZt/Kro+Xk1kRR+4dIrilgqErmu3kv4JZU/k//NuZqPWTWD6DG4syW5jFWHeP7+TvI0sj8emoVLzWuIGdvLJW14vUwVO5BrZ7gKznPUKRNsiPi54cnt+Lao0+NhhweQczOYKjCTaQ6zD+cgwkKv5zYyINHS3HV6vHWj0NrJ2i1qEVZDG20MbUxxk3LT3KHp4alWphSZHZEcvnP3lI6TgVxHRdwnZ5F0z6AMjaemtqQkU4018NEoY7pPBVT/gQ3pnecm4gSkHRIgpYpJc7ZhMKJaA77Z3I4NR5gYMSOMKxHPyriGFUxjCsYxmNoJmOI4bn5ca9zqPE4ajKJIsspG+4iCQs3BcLiD/PK/JdLLCtJaDQatDodJpMxNa7WYiTp0BNzaplzG5n0mKjx+NjryyfgnWK5a4B11i6KDV1kaxRytTqyNENsMPRwyJ7O7uBSajNz6MuwY8tw4Wy2YGgfRRkaQWnvwjw1g340wPiIiZ2jK2lf4ebvQg1sN7VTZZjBG3qGB42beNqyioTJRZpRi9DUiXCmDX8iGynh5BfJTSSKJe507j8HFb6nXMeQ7CZNVpA7e3DXScj6ID80bMVVHGa7aZB/yn6WL1bdwvC0h7TwHEpTJ0H7El5yraRw2yAfsZ/gn/J38IWq92MeysS05wzu+kG6gwHu8W7jG8Hn+ce85/l81a1Yu7LRHG4mvcbJg3mlVFc0cZe7lhcriphpScf80hmCtV4eWLaJ7WUn+WzoBT5SeSfOUymnkra2gEcKNnKns5GHygeZPZiOsabpTTyJ3yQtQINzzoOXBzGen95w8ePCqQ4LEODcc4tcC4tzE1LbvQggvBqYsKA3CSZc0ZXwKkDCVUGEVwMNXut6LgMbrgouvBJYuJxb4VLZCq8EFRaHNV4KKizah6uFChdMfpjft8vlKbxslOR8a8PLAhrV+e1xvs3hkgGNCxzkDfgTq6r6DClosPh39y36XgU++Qrr2A3sfv17c03XdE1vpv4qgII2LINdw0CZkY8uewYtKj9p3kygLo46McXU9qWEyvrYbm7lyfBSBuqD5B0YAJORgXIrb1t3mFLDCA9PraKzPoO8xlGQZSY3BNCWj/NJ3y4mFfh++/W4a3UYj7SBycRYaRqaTeN8Ifg8BkHg+2NVtNZnkbMvjNrVixAKMLDJgbVimC9mPEeWRuXJcCY/PVGFp0aXGg05MoqYmc7wJg9TVVE+tSrVIw3w6PQy7j1Vhb7Oir8hjHS6EzUeR8zNZHydh+H1UFDczV2hGqqNAxgEDUdiIr+fqOLp1hWIpywET8vYzoxDzwByJIJgNCJmBJnLdTGVq2U6F3Q505QGe6lyNrPR0EGWRsYkapFVHaNKnM6khaZYHsfDGZyd9tE77iA6bkA7oUE3KWCZVNFPp6qRmtkEmshCJTKBEE9AUk5VIxXlspVIQRRTVUiNhKrTohq0KEYtSZOWpFkibpWI2UxEHGZOOjwccWZjcEUJuSYpsg2zwtzLMkMf2Zo5PKKO9XqZZdozVJqa2e/KoTY9n4NZmfRlWLGFnNjbLRg7JlAHhpEHBtFNTeMfCWAadTA8EuTHK2y053t5n/MAK3QabrWdJlgwwQPGSlpMGSSNAZyHtKhdvWhOtBNMZDGYtHOPvBllucgHbKf5gO008iqBn6ibEWQ3vkQSubsPV4OGpCHIfYZKPGumeaelhy9mPMc/Vb6Xwek0AuEAalcvgX0mWt1Z3G+r4n/79vC5wAt8fJOPsYE03M/NYDzajSc9j+8GbqBoycN80reLA5symegM4NgxiadxlLb8EI+nreJv7Sd4+7pj1JxZR6jXhPPAIG3LgzwZXM67raf4bVkfkyeC2J87TaAujZ8Ub2ZrcSt3L63lgfKbyD6rxdcw+Rad4a9RGomBcg3/mrOLSUXDw8c3kt8QBkVmuNTBDWuPslI3zdcGt2GtNaE71QIhPwPlEv+naCdWQeXHfdtw1urRnWhG8HkYqDDxznX7qTYO8MxsFi8dXEFebQS1fwh1WS79FRJ/V7yPasMwdTEX952oJFAD+mMdYNAzVZLOeFWMf1nyEiWGaQ7GLHy35QYMNVZ8dSOpUbHpAYbLvUxWRfncilT//ayqnocJe/X46sdQ27sRDPpUe8ZGE3MbZ/nwsgPc6jhAlkZHeyLBH6bX87u2tSSPOQiekLHNTyVQYjFEpxMl289YoZnJIgGlIEJpVhc3uE5SauwiJGmRBD0jcozWhI3GyDIaJ7JpGk4jOmDGOCDhHFYxjcgYRubQTEQQpmdRZ2dR5qLn4MECBBA0GgSTCXRahAXHgUYCSZp3Iyy2/c5fK2QZISlDIomaTEI8cQ5OqLGU02Rh/TqjAb3RiNVhJek0EfXqiXgNTPiMvBDwUhPIY4lviBJnJyWmNvK104Q0egLSCMX6fkqtWTzvW8H+YBaRgAmHP4Cj2YbYOYgyNo4UnsU3HsAw6aZ/MsT3Vl9Hb95h3ms7zAqdlk95d+NeM8sj+g0M6K2k6fLQnOpAbe3EpyiguHlQLYM1cKdzP++xtBBboeVHya2IcW/q+tA3gLdeR8Ls5bvmG3Av+SMlhmm+sOQl/m3qZgyT6dh2RdAf6yDgLuDn3kqKNgxQbRjmw8UNPDxQTd5gFpxuJ1hr56WMFVRed5abzF28c90RXujYSHavB92JLly1hfw4Zxv3Zj/BZ4t28o3y91Jw1o/uZBfW2iJ+lr+Zfw+8yNvWHaehdA3+3w/ibwjz8LqNvLfyEJ/JfYl/Lv8g+SfsMP3WneavWougwQUtDYu/XqJKe0FuwsVTHdTLtzpcNjeBVwkTFi+zoMvBhNfT4vBKroRLgIRXhAhvFEB4Nbp4m5cADJeFC5cDC6/kVrhiC8S5lc9/ES8PFRa2tzgr4Wqhwvwd/ZXyFK7Y+rBwLJ+bASmgXgQXXt72wPlgxsXPX9M1XdM1XaX+KoAC8Tix5RlIpRO803KSJ8MriDe4MB1vR01PY7Bc4AdZLzKjiPysqYpAXRJlaIRoxVKi5WHu9uyhJ6nl56c3EdiXCmlUl+UyUKHyL0U7CUoy3xndxEh9gJz6UdTwLPHSJQxvkvm/RTtZqovz+EweTx5aQ1ZtEul0J4LDzlhJGrMVs3wl/wXW6qLURW38sHkb5loL3vr5m4dAGqNlaYxXxvjoqtr5NofzMMFQa8VfN41wpiP15pefzcgGJ6MbZcpWtXC3fw/r9RESqsDOORcPDZZz6HQOjhNa3Kei6FuGkEdGAZDSfCSyfUwWGJnKBzUvwvrMHra6mig1tpOlUectzQrtiQSn434OzWZzdDJEx6ib6IgR/YgGwxjYxxQME0l0k3Gk6RhiOII6F4VYDDWeQJXl1OM1fJBYuEEQJQm9Toter8diNKCajSTtBuIOHVGnRNRlpcdjpdUb4CVvITmeMYodvawzd7JMN0hQI7BcpyFH20apsZ0GRy47A0s4HMpgNt2EPeDD0WJF2zmMPDoGrZ3YpzwYRtMYm7Dwx8l1dC1zcZu/jkrDKNtNw7iznuUXhir2mQpJ6r14tBrU9m7EU+0ElBwGZRs/UathBXzAdpoP2k4RW6nl/kQlUjwNTyKJ3D+It05L0uTjB6br8C//A+WGGb6Y9wJf2fRuxifScIcjCKc7CbqKeNKzhpWVvdxi7eCzRTv5103vwjyQib6+CW/DGB0Zfn6TVs4/evbxmcJd/Numd2Nrz0Q43U5gn4P7Cyqo3tjERzx7eXFTIZGmEIbaMwTqvNy3vILr1p3hs1kv8vny27CfSMN0vJeR+lyezF/BOy0nebC0lGhjCN2B5jf4xH1zJZu0BEv6qTD28IORKux1BqSWs8gFISY2xbjbu4fTcSvPHlpFUeMUJOKMbvSwtLSD7aZ2dkRyOd6YT0HDBMQTTK73oysf4y53Df2yxI9atpJWK6A91YXgdtFXZmNpWTu3O1Jupe933oC51ozjQC9KNEZiYxEDmwT+rriRm80ddCUlftBzA7O1XjJqp1A7epA8bsZL/IxWJLhrVR0fsJ0mMd/mcA4m1I2itHcjmkwkVmUzUGqEkik+UbSPW6wncYk6jsXhodEtPNu0DPMRI8FjMQxnB5GHRhC0GqTMELNFXsaXapkpTJJfMMDb/SfYbDpLvlZFK+gYl2OcTtipDa+mbjSX1gEvYq8Bc7+Ac0DGNDiHdjSMMDGNMhNGicVSAEGSELQaBIsZwZhyEKgmPbJJi2zUkDRKyAYBeT4fQdGAKl34IVlQQJBBTIKYSDmcpKiKZk5GispIs3GESCzlgJibQ52LoszOoU6HEUZGkfR6rFYLFqeNhMdCxK9jNmDjRNDKsVCInYEiyj3tVFjOskw7RZZGT9DSyyp9H7vtRTzrW0FzWoBImhWXx4CpxYLaP5SazBCOoJ8MMDLt4Fcz5QwutXObp5YVWi13OvdjXxXhF/pN9OvsBDS5aI93orR14VNVwMODQinaNTJ3OA7xAdtpIqt03BerRhPz49qbQOnowV+ro8fi5Xum7fxHzh+52dxBR3EjD09UYhjLRrv/LI79/UR8GfzAez15Bf/FbY79HCrLpLs/l/QhF8LpLtL2FfGjrK0Ur3yIu9w17C3LY7ItgP2503gbJzhemM8OXy7bTe38qaSd/lO5eJ4cJq1+iudXreT91+/nTs9enitfhvdoCKmlF/u+Ih5cVs7nvXsJlfYxczCYGub4P0iLwxjPOQ0uyEx4eRDjK011uGyrwwJMWHArLG57YPE6LgETuMQy535+k2HC6wUJrxciqC/f3jktdjNdrRbvzxXgwhXBwiu4FS7ZArGwr5dyK1wJKlw8UnJh3fNw65JQ4VIhjQu7fBWtD5eb+iDMOxMWBzSqizMWBBY5GzjvUrima7qma7pK/XUABUFksETPpwufI4HAz89UEKxPfdAcuy6HdRuaKTWM8OOxUoQ6O6Zj7eDzMFim4yPLdxHSJPlK/w3o91kxH20Hh52+Mivl60+z3dROY8zDY0fWk1MXR+3qQ8gO0b9Jz9vXHeImcwcn40Z+fHYL3n0azIfbUYHZNZkMVSh8YmUt1xsHOJvQ8L2u7cT3uQntO3/zMFESZLgiyW3FjXzIfgQRgd/NLDkPE/ZNITR1AqAW5TCy0cZ4SYK3rzxxztY8riR5ZraQh7pKGTqeRtpxFefJSYTOPuTwLKLJBBkBpgsdTBRJzBbEKcoZ4AbfGarNTeRqklhEPWElxqlEkkPzluZjo+kMDTjQDWoxDgk4hxWMIzG041GkyTBqOIIaiaDGEyRlef5PsagaaTSARpOqRmo0IInn3ygXtPAGKivzPdXzvdXzFUk1HEedDqfWLUlIOi0mkwmzxYTssJBwGZjzaon4rLSlWTjjD/Kiv4g13l42WjtYZ+giS6OyVKsjQ2plnaGTPfYlPJ+2lLOBABG/CWdaBtaz1pSLY3AIXTiMfzId/aSNY1MFfGuVjcGsBm4yN7NRH8UaeB6Hdo6/6Fai6Jx4tVKqBeZMB341m0Hs3CtUIa5Q+IC1iQ/ZjxAp1vFQrBwpFsRZm0Tp6iWtTk+vxcX3LNtx5/6RrcZBPrayhnumrsMwkYmp9izmw934PLn82LeFJav6ucncwcF1x3ipfx05A6FUT/U+K49lraeqqombzB3s3HCG460rSO+3Yz7ag6Eul/uyt/D/gs9z97J9PFB2I7nNHkzHehDrc3kkr4TPuBvYsKGZjsNFuP88jL8hys/XV3DThlN8vHAvPyp9F9mnTf+jKpEJs8CnsnYxJOv447G1FDVMgygxWGLhf62sJSjF+XTvTfjqJMS23tSYxfIkX09/iRlV4J6WzQTqFejoQ8nPZLBc4J8Ld5EmKfzb0GaidR7SDgyALDO9Pp3IpjCfDaUCFn80XEVvfTo5dVMog8NQlEN/uYGSjWe43dFIVIV7h7fQXJ9NVt1c6vixWpnZEGKwUuH9aw9ym+MQIgK/nVnBr06U46pNOROU9m5Ei5n4qmwGygzoS8f4WEEN77K0YBI01MeMPDBYTePxfNyHJdzHZpBaepFnZhCtVpTcIGNLrYwvE9AtmeKdWWd5h+MIq3XT2EUDU0qUw3EDe8Mr2TNSQFuvF223HkcPWPuSGPojSKNTqFPTKJFICiJoNYgWM4LFgmo1IduNxO06ElaJmFUkYRFImiFpBNmgIhtUVJ0CWgVBoyJIyss6HlRZRE0K8xksIlJURIpq0MyBZtaENqyin1HQzsjopuJIU3MIM6nxwMpclOTwKMLoGJpeIw6HHavHTjRoYibdQGdGBi2ZPmpDeVR7W6iyNLFMG2e5zkBIc4qVhh6ecazmed8S+j12XO40HGdMiO39yEPD6CNzBGZCjM1Y+MvsaoZXWviIfy/lBoUP2k5hWhrnfm0F/ZKHgJiD7ngnSns3PkEA0c2vNOUYVie4zX6CD9mPMLXGyKPRUrSRdCz74tDcSdBSSKsti3vNW/hn/wvc7mikbaOXw6PLyBrPRDnbQVqdjc60IA+4Kvmqbw+fDb3Ax8s/xHRPOtaXzuA8MERXdoCf+6v5mn8nnyncxb+XvwdrWwZCczeBejs/LtpC+eoOPh16kY+U/z2u05mILd349i3j3mVbuTf7CT646gBPlVSS3ibha5zmjxvX8sEtDXw6ayf/WPp38MRbd56/Jl0ADy52GlzuuZe3Olzw3OVaHRYDhEu1OlxJF7sXFn636Ob+qmDCK7U4XMmV8GaChCtBg9f6uquBDYudBBev+mrBwiXcCpdsgXilXIWLocLCOi8FFVIrv/y/a7Ez4RJ5Cszzjcu1PjAPGi7b+rDIiXDOhbAAHha7FJQr7+Y1XdM1XdPF+qsACopRh6Zkgu3mszw+sxqp0YbuTCtqKMBwmcw3A7vpT2p49OR6chvnUMKzzJRn4SgZ4hbrMRpjHl48spyC/bMo0zPMVS1jtjTCx/07iarw467rcNdrMR5vRzWZGNnowlE2xN3ePURVlXsHtiE3OPHsTyWEqysLGCjXcN3a49xqO8akAj8d2kpHY8b5mweLmfDaEIPl8I61R7nd0YhVlHginMXPmubbHOqmz8OEJdkMldiZKo1yy4oj3O6qI1+roSsZ5/GpdTzato7kUQeBY0ksp0ZRe/pRZAXJ6yGe52diqZHJIhVb4RhvCzVzo/04K3XTOEUDEVXmVDzJ/mg+9VN5HB4MMd1vxdinwTOgYh5MYhieQxqbQZ2eQZ2NkIwngNRNvqDTIhqtCAYDqlGPatKjGLXIBg2yXkTRiig6AUWTIt+qmHrjWVwlEpMqYjyVsyDFFKRoMtU2EYkhzMVQo1HUuShqPIEyNw5j44gDWvRmEwabFZvbStRnZDZNSzjo5fl0J/XBbIrT+qhwtLLR0EGOVmCVTiJDc4LVxi6ec6ziJW8hAx4nc24XzjNGdG2DyKPjCE3tuGaD6MIeRsJ+7pnbzGielVvsh1mh0/Fx727Ma2L8XrMWRbKTJmaneqabOvELOQxINn4qVWFeHuOd5k5udzQysdbE03Pr0EZCmOtj0NxJwFJIhz2Dn5q38tXAc7zfdpyza9PYPVJMzkgWwokW3AdG6Q56ucd7Hd/O+DN3e/dwqCzESI8P7/A4hhM9uOvz+HHWddyX/198Im0Xt5XlMNuajnHPafyNYV5cupx3uQ/xbutx/lBazNRJP9Ydp/E3RHi0eD3v3nSIj/l3c0dpPq6jAXRnepEa8nlyySpusR7jZyXjRBtDMPAWnuivUnpznBJDP98d2YyrQYvY2UZieRaRkggfcjZyIObjyMF8ig6OgVbH0EYrN6w5QrF+kp+Nb2CuwYP/cC+qwcBQiY0161vYbmqnLurjqSPF5DWkchXUpTkMlop8ZHk9a3Uz7IiEePJIMVl1SYTWbkSvh8ESB+ayUT4TSOWo/HpqBc8fXklmnYz2eCdIErFVmQyUSVy37jh3uvZhFSUen8nhvlOVWPcZ8daPp9wwJtM5mGAqH+XT+Tu5ydyFVhB5cc7Dz3urOHskk7TD4Dw6AR09KPEEUpqPWKGf0RUGppYnKSrs4z2BI2w2tZCl0ZFQJc4kEuyZXcYLo0s51RNA02nA1QXWniSG3hnE0QmUySmS8QSCJCGaTAg2K4rDSsJtJOrWEXWIxJwCcbtKwqaiWBJoLXEsphheYxS7LopNN4dFE8csxdCLSQxiAnFR062CQFTRElM0zMp6wkkd03EjU3EDU3MGwhE9iVkd4owG7bQW3ZQO/YQZw6SCYSyOZmwOaTJ1vVLmoiT7BhBHRjEP2DF2ObGFrMx06+nOCvHrbA/7M7K53pNqkcrXSlQYomR4aigyDfJH+xrOutKJOu14bHr0zYPIw6OIp9rxRjLQRBwcmitguthAJGMPW4wjvMfSgqEgzj3CVvoFD0Gy0R3tQG3vxiuKyFoXP9duwrIyygesbdzuqmdknZXd4VVkhDMx7G9Be7KTgKOA550rya8Y5iP2E3zK/xKfKfMyPOzBP+5Bae3GX7+EJ4PFlFa2sd3Ux53L6/lF6XWYe+ZdSg1O/pK7ihs2n2C7qZ1n1rfQerYQf7cB2+EBxpeEeDRrAx93HeBta09Qv3EtgU4d7kNjHFubR2PAz62O/TxWupbEoXS0p7pwNSzhwVWb+JJvF3kbu2l/607z16Tz7Q3qBe6EC8ZEngMAvNydsPCQ1QtuqF6x1QFeXW7CwvMLWgwTVPWNhwmv4Eq4LEi4GojwWuHBq9WltnM5yHAF18JlwcKrcStcba7CYqiwsM7FUGFhXy9ycb1inoLEBXkKgnr51gcWjmdpHixc4rhPHZ8Ly6eAwwVjJBe7FF4FV7qma7qma/qrAApJs8DdhbUkEPh1m3U1IgAAIABJREFUUxnp++cgFmN0g5PKNadYqZvmm8PV2BqMaJtSfdJDJSL/nLMHrQD39mzF2yChaeqGdD+DpVo+vKKGZdoov5haTceBDPL2T6JMzxAvXcpoWZKv5+4mS6Pyy8lVNBwsIq9+DrWrDzHop6/USqCkn4/5dmEWRH42uYadh5elbh5OdqKKIvGVWQyUS5Sub+Kjnr14JQ07Ij7uadmMUGfH3xBGONMBzMOEUjsz5XN8cPlBbnM2kKXRcTYh85/jFTzRtBrjEROBIzGMZwaQh0dTFcOMIOElHsaWaYgsjbE2r4u/8f5/9t48OrKzPPf97aHmea6SVJrVklqzWlIP7qbtBsfEDMZgHMDYDAaSQObcXEJChpOTs3JzzrnrJIEQrgFjMGBDzGDANsZ2e2j3pFnqbs3zXCWVpirVXHvfP6q73W3adrcZ7KzVz1paS7WrtPeuVfp27e/3Pe/z9nODYYYiWUdO1TCRSdGVLOb5zRq6VoLE5q2Y5iX8Cwqm5STalSisb6FGY2STKQBErQbJZkUwm/KrkVY9GauWjFkibRLJmCBrFMjpIacDRaeiyCqKBpDUvB1OyH+5oQI5ATEjIGZFxJScD3JMghxX0eyAdkdBE8uh2U4jbSfPr0LuoCYS5Da2YGMLMaTDOG/G6LRh81nYKdASK3LwYpGV/uJC2v3lHLaP0K6fo0TWcFCfpFQ+RoNxnh87mul1l5B0GnE5ijGNmvJ15jMLWOJJ5FiA1YSd+xP72agxcrfzJNUamU85X0TflOHbUgcINnychwrD0/jFcpZkG/+muQljzc+41Rjid90vsNZmpjteQ3GsBE33+UmDrYqj9t1UHFzl9x19/L7nOUb3+lgJF1AY8aPMLhI4aaYzsItHbI3caz/HH5Q/x+f3vxfrbDHaU8N4OjeZrAjyiK+JT9jOcE/dab619wjlE36k0Xk8J2v49+oj3FfxPT5d9jx/t/dOrOf8aEbmsZ6q5sHaA/yV93lubB3m7J56PD9cxt+V4Ov79nNb+yCfqDrOl/a+C55+48b5tcqrjbKWc/PoYBPVXdsgy4Q6jHy47jmcYo4/n78J32lQ55fJNleyvS/BvZ4XmM9q+Na5DopPpVBWI2Taq9ncn+IPCo6SAf597giuUzLaszMINivLHVaqOma509rHfE7mC9M34TqpwdQ/jSoIRFsLWN+f5r9VHqVem+Fows19QzfgPSFh7ptDSSRQGqtY3q+jeu80n/EepUDKt4r94tiN6E5a8J3cgokZBL0uX+ZwHib8SdUz3GqcBwSe2Cngy7OHWeoNEOhWsA6sos7n23aLJYVE6zys1ctk63f47crRi91MjKKWUC5FV7KAx9cbOblQSmbSgm0GrDNZDPMvtV3NZrL58e9ygtNG1m0m4dMRd4skXQIpl0LOkcFoTxCwxggYtyk0bBLQbuGWt3HJMSxiEquQQifk0AoKGiF/Hyxd8tnlyN+jZlRIqyIpVWJb1RFV9ESyZtayVpbTNhYTdpbjVsLbZtY2DUgbMrqIAX1Ej3HNhiGUQl6Lnb+GRfOuhY1NDCEr+gUX5gUL24t6hkvLmKhw018U5FbnIO36JUpkHe83T1BavMqPLHt42lbNktWE21qE+ZwOdWEZJmZwpgqQUx6m0sX8S/ZtJEue5xbjIu8yzSFVPcO/8FaWVTcFSimagSnUiRl8GollrY1/1x7GtTvGLcYwn/EeZbnDylS0jOB2CeLgOObeBbyOEr7mPEBVS4i3Gdb4g4pn+bv9t2EKF2B+Loqpfx5XQRlfKLqJ3TXf4U5rH893VLE8W0rBohXt2Xlcpyr5Qvlb+VrVQ3w68Cwf31eCcySIpnMU/2kP36rv4J37+7nX/QJP7qvFPViE3D+B75ST/2i8kQeqHuau3V18f++NFI3KeLq2+cm+Jj5+04t8OvgsT/1mh/Yvp0vBwMvcCa/oWriCO+FCqcNFd8IrlTrwMoAAVw8TLp7zhde/TphwrSUOV+tKeC2Q8JuCCK+ll+c2XUmv4Fq4zDkAr+1WuNpchWuBChceXzjehbfyKlDhstwFuCRb4cqlD3m+IFwsfXjVgMZLnQqXAoeXuRSu67qu67quVm8KoIApx62mYX4YbUTqtKIZmUAtKWBtb45P+F5gJqvl0cEmdnXH8m0iW11Utc9ys3GGp+KljHWXsKtrPR/E2OrB0RHiTlsP41kt9w8fwHdagakFhEI/K3t1/FZzHzcb5xhIm/ja6H58p0Bzbg4Mejbb/MT2x/mb0qNUaxSejPt54Nw+vCclzP35yYNaX8nyPj0lHfN8JvAMZbLEi0kT/zr9VpIn3RSejOcDGFUVtbqM0N48TLi7/jT32DspkHWcTat8be1Gnjhbh71Hh6cvjjw6T25zC9FsQikrYqPOwnqdgL52g/eXDPMOWz8NmjhGMR+0NpB289RWPceXy4nMOjDNSvjnFEwLcTQrWxDZRIntoOZy+bprmxXBakaxm0k7DKScGpI2kbRdIG2FjFklZ8khmjLoDBkMujQWXRqjJo1RTqMVc+ikLCIqoqCiqAIKAqmcTFqRiGe1xDNaoiktiZSWnYQGZUeDFBPRRLVot7Vot0zoNx3oNjJo1hPImzHU7RhKPI6yGkFY30S7YkK7YMc8Z2OnSE90wcGzJVYGSwq4ITDFzbazNGnXKJJ13Gaep1S7xmPmZp6w17Jst+O0ebCb9IjTC+RCYfSpFIFEkNWEkUdSrezU67jX/QL1Wh0ftZ9GrFd5kL2ADZ9SijA6jTQyS0BTzqLWxRd1R7BX/JSD+h3+KPA0f9dhYmG7mGC0BM5OYO7LTxoecOyjes8ytxjD/GHpUT67/71shvzYntlGc24OX0EVXy08QFvrFDcb5zjecobnp1spWQigTi3gO23l/ooDHG4b4YO2bp7Yu5uNES+Ox1Zxd68zXlfC04F8vfS322ZZ7y/G+VgYb2eUR/c08YHDp/mY9xgf2VuLu7cAzcgiUmclP61p4HbLIPd1HHyjR/o1ySRmeWhzL47TWsSZKTJ1JSQ7Ytxp6+ZEsoDJ7mKqesMIJiOhDgN31J+gXE7z9ytHMHYa0Z+bBLeTlb163tdwknptlIe265jqClLZtYEaj5M4tJvNfSn+e/AoFlHgi+EDRE77KetaR9nYRG2oYmWfxHsbu3m7aZaprMQX5t6K9pQFV9dqPpS1NEhonwXTvjX+qOhpdmkEOlMGvjBzhPQpJ4WndhDGZkCjIVtXxvI+A7p9kbwzwTgPwOPxIF+aPsxalw9/dw7LwAq5xRUErQbKgmw02ok0Ctjq17ijpI/ftpyhUhZREBlIw8+jbfxsaTeLU24sEzLuqSymmRjCcr7NqpLJIup1SE4HisdOImAm7tMQ9wskPCqKJ43dGaPavk6FeY1S/RpBTQS/vIVLTGERBXSCiAYJjSABMiIalKtYxhIRzr8uR0bdJsMGKVUhqqhEFB0rWRvzGRczSTeTMTezWw42Iha2VrUYVo0YVwwYQ3b0KzvI4Q2UrW1ykXWE7W2MqzYMy27My2Y2Q1aOVu5mpNzLbxcM8VuWM+zWiBzU7+D3PEeJPsIjlhZWLC5cJh92vS7v/phZwJbOIGYCrKQD/GvuCOmy53mXaY5bjfPkKo/yr+oRlnNuCrJlSIOTCGMz+PSVLBoc/KvhrbgqH6VDl+SPip7m8/veQ2jLQ0E0SG5qDleXiYTbwxecRyiv/B63mmY509TLoyv7KFsqRhwcx9O1wXSxn/s9B/m893k+EzzKH+77EPapIPpjQ3i6NpisKuIH/no+bD3H+xr6eGLvfkqmnOjPLWA8XcHXqw7x9/6j3FHfxxMdBwiOG7H3rTLeE+REsIA7bd18p6ONzOnzLoXTNXy7eR9/4Xnx1zqOf9USeG13wkvt8viFn5eDhosW7wsruFdT6gCvDhMu6ErbXg4TLtl+2bZfEUz4TYKE1525dG0HufCHV37+CmDhqtwK15qr8HKocMlrLoMKF/YPXHXnB0m4vNMDvGbpAwIIXA4OXsmlkIcNvLZL4bqu67qu6yr1pgAKHn0MMPGNib14u1OQSBJpsXND4zA1mh3+YeUI9i4d0vg0anEBq+3wl0UvkFThvpm34OtSYX4ZtayQUAf8TdkxnCL8S/gQcpcFa/8iqiSy2epF7NjkXs8LpFWV+1ZuROi04egJocZ2yLbVEOqAD+zu4bBhmYmMzBdnb8LQacLVs5afPJQUEWq3IO3d4DPFz9KkTTOcEfnS4hFCXX6KTqeQh2ZR0+l8AGOHla19ybwzwd6JT8oHrv1/oSMcPVOLs1vG0xtFHJ9Die0gOhxkdxWy1mBgs16hrGaJ9xf0cMQ0dt7WLHI2rXJ0p4mnQ7WMzfgxTGvxzihY5hNoFjdhbT0PEhQ1P4lwOVCdNjIuEwmvloQrvxqZtqtkHVm0thQOSxyvKYZPH8Wn28Yp7+A8vxppElMYxRRacmiEHNIlk4gcAhlVIo1EXNGxo+RXIdezZtazJkIpK6GkhfCOmY2oke0tHfKGjHZTjz6iwxCxYgin0UR2ENa3ULaj5La2EaJRNGvr2FecmBbtRJd0bC+7ebTMyrnSAL/lG+KIaZhqjcBeXQa/8zhlulW+b2ll0lJA2mzFbSxDHltE2dhAPpfFly5GzJh5ItNAqlHmd33PUq/Rco+9E6Ve4MHcXsSsFW+mGHViBnloFr++nAWjny/pj+Aq/gn12gyfKT7K5/feRmjLQWC7kNzsAq4eM0m3my+6b6K08j85YljhA7t7eHjpBoxLxcjdIzh6VokFfdxXcCP/T9FP+aj7GC/uLWNzyoM9vIa1b5nNqiIeKD3EP/if4ZOlL/Lf29+LfbgIYWoBb5edrzQe5HDtFJ8qeoE/6/gwjjMBpMlF7F01fLP+Bv7e/ww3NI4x1lKL+0dLeLtTPHBgL7e3DPKJqhP8yRs3zK9ZWRW+P9RCRW8MJJHwHiMfrH0eu6jwlYVDeLtV1OUw6bYqkm073OU4xWjGwGNn66nqiqNEY8Tb6lDat7nbeZKlnMRXxw/g61IQZpag0E+oXcPt9T0c0K3zfNLHD8+0UNyZgelFRJ+HpQ4LhW2LfMR1AoD7IweZ7SqipDOOOruI5HYRaXcT25vgcxUvsFe/zURW4EvLN7HcFchfD4YvwMUSQh1G2LvF71Ud41bTLCDweDzIF6duZKPTR6Azg2lwmdzyCqLRiFIVJNJkJdKsUFG3yF2FpzlinMIn6VjPpTid8vNopIXj0+WI40a842CbiqOZW0OJrJNLpvKOBJ8Hxedkp9BErEBmJyCQDGQxeneoca1Ta12hxrBMhTZMgRzFKYJR0JyHBwYUFDJqjpSaZUtJk1Qhed55kEYko0rkLvHzSihohBxaFHRCDr2goBdAL4hoBBGbqMUhihQDGc0mcf0q6yZYslmY9HgZKQwwvO1nOuIkHDahX9ZiWtZgXjJjWNxBDuWBT241ghiNYYk40YddGFaNRFb9fKPKymS5h9tcfezVrVCt0WG39eGr3OIhQwfjxkKyegcunYQ4Pk9ucRlLTkHMFrCi+vgPDsMFqGCaJVn5Iv+WuYlQ2kYgXYpwbhJ5eAa/oZIFs58vGo/wt8GfckAf5dMVz/OP+25lfd2Fa3sHZXYR/2kTM95C7ncc5K+8z3O38yTdbcWEFwopCHtRphfxd1r4cUkTN94wwmF9mPfV9/HTjv2UTflhZglfp437a/ZzpHmEu50nebx9N7GzAYzPnsPXHeexpgbudJ3mLscpftjeSKq3EE33ON5uD19pO8TXK7/LB2p6+FHbYQpHRDy9MX443MzHncffkPH9S+kiQPjl3AmXBjFe2C+c3x+8eqnDq56f+osw4ZIQxvzjS8DBtcCEX7bE4ZUm/dcIEV4PPLja/VwVZHgt18Kl5QoX/uRKboUrlUC8LFfhqqACL9t2YZ9XbCfJa2YpwCuUPkjnDQcXSh/Oly9cKaDxl3YpXNd1Xdd1XaXeFEDBJiZ4PtFApseBfnQGtcjPWpvCP/mOMZ/V8Pi5eqp6Y5DJst7qoK5lmgP6EP8ZrWW1x0dFXwg0MmutdmpbZ3ibcYrulIsnBuup6EqihFZRd5cTbodPV52iWpPlkWglxwd2UdGZRF1YRigKEG43smvPDHfZT5NRVe6PHGSxp4DSzjjqzAKSw85Gq4fNvWn+tOoENxlWCeVy3Ld6M2d6yig6nUN3dj4PBsqLWW13sL43wx31fdzjOEWBrDsPE27iaP9uXN0S7p5thIm880HyeUnWBFht0hFtSLF/1xR3ers4oA/hEPWs5RKcTvl5bL2JF+fKyU6acU6BbSaNfnYTwhGUaDQPEgx6JIednMdO3GdkxyeT8Aok3SpZdwaLa4cK6zbllggl+ghF2nX88iYuMY5FzGC85OZfI0iIFycL0it8ijkUYmTULTKqQlJViKsQVTREFCMrWTsLaSezSRdTURdL21bWIybkNQ36NQOGsB5TyIYuFEde3cxPFrZjCLEdNJFNnGEXxrCdrbCGmdUi7q+wM1bs5x3OAfbqViiTDbzXMoZfs8UjhjaOmyrIGo24DcUYhjXkQmGEkRk82WKEnJWjym5oht/1PUuTVsc99tMkGzR8L9uGmHbgyWRRpubQnZ3HbyzljLGM+wyH+b99T3HYEOGTVSf4P5tvQ7/hwbkdQ5lZwNdpZMZbwNfth/hr3zPcZT9N754gC0ulFK0EUBeW8XXZOF62iycdldxhmebjVSf5YvvbsU4GEYam8HW5eaK6nnc7+nibcYpHWmcJnS3FM7+CrX+VyR4fjxfX8n7LCI3N0yw3l+OaWcLbG+OJ9jrudb/Ax3zH+GRbNe5OH/rhRbLd5RytruSd5nP/pYDCZs6Is9uANDVKrryAWHuC99l66Ep5megLsqt/Ne9O2KPnztpjFEg5Phc6hL1Lhzw2DgEv4TaZj1afJigp/K+1fWS6HNj6llBFgc0WD/r2CHc7T7KpKHx5/jC2Lh2mwTlUQSDWGGCrI8nnSp6jXIYfxEr48ZkmCroUNMNzIMvsNBYS7lD5UF037zJPElVU7o/cSHdvJUWdOXRn5lASSYSqMkIdVhIdO3y6+jjvMY+jEUSe2CngS9OH2ej04T+dwTSwSC4URrRYyNYUs9ZkZKMlS3vdFB/2neSAfhWLqGM2m+bJWB0/Wm5iatyPdVTGMZbBOL0Jy2Gy27F8CKrHhepzslNkIRqUiRVBOpDBE9hin2uFJss8u3WLlGo28YgCRlGDjIEsOZJqlvVcmi1FIqIY2MzZWM+ZWc+a2coZiGV1xHI60opMKiejIKCo+ZtkWVDQSVm0YhazlMIsp7BJCZxyDKcUwy7FcYkJbGIOiyhhEbU4RIkSOUWTdopV4yQzVjtDnkLOFBZxpjjA6oqN6JIG84INy7wJw4IdKbSOsr5JdnEZORrFteHFELGzsWHkua1a5qoczAcGuMU8RIms452maZzFMb6l20+XrpyczopbW4Y8MkduJYRJVfGrhayQhwra8qP8tmmJ95jHiVdr+VLqMKGUBX+iGGV8Gt2ZOXyWMnotFdxvPMj/5XmOW03TTOzu4TtrB9BHCjEejyGPzOHzVfGor4nW/TO817zA75c8x192vA/Lgh/zs5uYBpawlZTw5eLDNFV8l7udJ3mmbRebYx7sP1vD2h8iUlvAt0v28ZfuE9yzq5MH2m6mbMSLPDqPo2sX39h9kH8ufJIP1vbwg7bDFA8bsfWvMtYbpCvo5X22Hr7V1kHuRAHS1BKmrmp+2NACLL2xg/0a9RIc4JdzJ8CruhNed6nDa7WHfJV8hNcFE34DIOFXBRBez7FeEzC8kmvhatwKV1ECcVVQ4cJ5nN+mirx2O8kL7+9aSh/Ul7YLqnq5S0G6MDZep0vhMsh23aJwXdd1XVevNwVQEAWB+2dvwNuTQY3G2HhLMa1NEzRot/nn8CFs3TqkiZm8O6FN4a8LXiCqqDwwtR9vj5JvB1ZXzlp7jr8uPIYEfHX5EI5uDbrhKVSLmXCrhYqWeW63DDKblfnK9EHcnRLaoRnQ6dhu9hJvj/OpohcIyiKPxEr5yZlGCruUfDaDLJOoLyLUAe9uGOB2yzlSqsBDW238fLAOfxeY+5fIrW8iFQVY3+NmrSPHOxrO8FHnCUpkLWfTat6Z0L8bd6eEu2cTJuZQ0xmkwgA7dX5WmzRkGne4bdc53u/opEmbRiNoGcukeWqnnsdWGpiY8GOe0OCezGGeiuZtzeubqLlcHiQ4HeR8dmIBI7ECibhfIOnLovckqHCts8saptq4Qql2lUJpC6eUwSZK6AUZ8RIr84VVyaSaJaMqKEBOVcld8tlJgCQIiIBGEJHIT0rMiBetzgpJkuoCUcMsa2YNiw4bM2kPo3E/Y9te5tYdrIaNREMajCtWzEsmDMsO5NAmyvpG3rEQ20G/uY0u7Ma4ZmEzYuHp9d3MVDqZ8Z/hZtMwlRotbzOs4fEfxa2L8bhhNyG9GY+uENNZidxSCGFsBo9SjKDYOcrlUOGjjhPsNOh4LN2EnHLjTGfILSxj7l/Cay7i59Y6gh0bfMrRw+2Wc0w2ePjJehuGSBD9qbGLk4bH/PW0mGf5HcsMv1f0HH/edifbc16skU20Qwu4Oyv4SslB2nfPcJv5LD9rrWN1vBjfvBnd8CKOrnK+uusQXyj5EZ8qfJ4/bg/iPFuIeG4Kb7eHB5r28/aGYT5ecIw/aSvF2VuANLGIvbua7zTu47PeY7Q2TbLYVInjsRW8vRm+fvAA76qbfCOG9+tWJGWkpjcBOYW1FjPvqT2NR8zy98s34OkGVlZJt1SQ2rPDnfYuhjImnj5Ty67eGGoySexQOcY9a9xu7Wc0o+c/h1sp6smgrIRRa8sItwn8ccUpyjQKX9+qZ6IvSEVPDGV1DWrKCbVLvLu+lyOGJUYzGu6beQu2Th22viVysR1oqCLcpqG1ZYy77KfRIPDd6G5+fLYRb6eApX8pX8JUUsham4OtjhQf2d3FHZazGAWZpxNuvjybL3MIdF4CE2xWsjXFhPcY2WpJcaR2lLs9J2jTxRHRMJCGH23u56ezdSRH7HhGwD62g2Z2ldxaBDWTRbKawechGbSxXaIlViyQCqYpKFinxbVIm2Wa3bpFglIKm6hFJ+QhQlRJs67ASs7EUsbLfMbJYsrBStJKJGliM2EgntKQSmlQ0hJqWoScgJATLq+5FUGVVJBUBK2CqM2h02Uw6jLYDQlc+h38+m0KdRsENesUaDbwSzs4RbCIWipEiSJphwbtWQ4YxxmyF9LtLaOvsJClQic7BVrMAQfWWRP6eSuEVvMAMpHEtL2DdtODbtPI/FYhX6kxsVxi4z32Huo1Go4Y1rEGnuXbmiRPa2tQNCa8YkkeKoTCmAbALxSyInj5snQYfdnTvM2wxh2Ws2ztNvKN1H40cQfuZApldhFL/zJeSyE/tjZR0b7Kh63D3GU/zUiLj3NruyhZK4HBMax9K9j9hdwXeAt11Q9zxLDEu+sHeWKuHdNsEerIFN5eFxPlQR711fMx2zD3Vp7g/7S9A+t4EcLwNL4eD9+va+b2fT3cbu3nkbYWooNezE+t4enb4WhrLUPeF3mfrYeH9uwh1VWItncCT4+H+9sP8R9l3+c9tQM827oX/7iCty/Bt8bagcfeoFH+OnQpHFBetrp6BWhwVe6Ei6UPlwcx5o+nXu5UuLDtlWDCZeeqXjbZvyJMuNK23wRMuAqQ8JuECK+mS8/jVeHCq4GFa3UrXDNU4KU8hZdDhUv3//IuWRfe18uhwvmag8tKHy5pK3mlgMZf2qVwvuzhguHiuq7ruq7ravWmAApxRSLW72fX8BK4nay1CHzOf4LVnMijo42U9cchnWGjyc7uxlnadWF+EKtlu8+FZ3AFDHrWWsy0N45xQB/iuUQhvYMVVPXluz5k26tZ35Pls8Fj2EWRr0Xa2ej1UN6Xb52mNlQR3iPy3tp+DupDjGY0fGXmIPYeHdaBZZTYDkJtBeE2HVXNs9ztPIFdlHl0p5Bvj7bj6Nbg6F0ltxJGcjmINvkIt8H+xnE+5j5GpUZmNJPja2s3cvRM7XlnwiUwoShAtNHHarOM1LTFByv6ud3aS61WJKmqDKQkfrTZwc/naoiP2XGNgX0yiW4mghJeI5dI5m3Nbic5v4tYoYlokUS8AFIFGZy+bVqcqzRZF6jWL1MqR/BJGWyiFo2QBwgXViTjSo6oKhBVNEQVPduK/mIpQ1LVkFElFFUkh4CEiijkrc16IXOxNMIqJrGISSxiBougYjwPK8ySDp+kskvdZku7RsgwwYzNxagnwECgiNF1D+shKztLGoxLFiwLRgyLNuSVyEv25tgO1i03ug0Xug0dM5tF3F9tZrHYcb51XpY2XQ6L60VscoLva5sJaWx45AAWUSS3sIwwMYcbUEU7R6VadFKW3/M8R7VGw8fcx9hsNHAyXoOc8GNNJMmthHH06knZPHzb1k5Z4yq3mRb5qPM4Yy1eZldLKQ4XoQ5PYu0PYQ8UcH/gAM3VcxzQr/L+2l4eabsB01wR4uA47r4tpio8PBzo4C/cp/h40Yt8ds+dOEcKkbtG8fTv0NtQwfPeIEeMC7Q3TDLZsgvflB7LmTCrvX5+Vl7Le83D1DfNEm4qxTm3hKc/zqOjjXzcdZx7/Cf4s9YqnKedmIZCjPUXcqrCw3+lNg/CjoR2bBkl6GO9Ncv7HV0MZWz0nymnZnADdDrCLQZurzmBX8rxhdANOHo0SBPT4PcQbhX5g/LTOEX4t/AB9L1GjOfmUI0GVputlLQs8k7zOaYzGr4xsQ9PD0jjC2Czstpqw9Ia4W7nCRTgO+v7CPf5KOuNoSytIAV8rLRa0OzZ4BOBY5TIMs8mrXx9ch+2Lj3Ovgi5pRCS28lWs5e1NoVb687yQXsXTlHLyZSB+xbewlJvAH93Ll/mcB4mZGrzMCG6J8k7as/xYdcJGrU5MqicThl4eG1S4X+9AAAgAElEQVQfz05WoT1nxDuSwzK6hbCwTHY7lr8OFPjJBN1ESw1sl4rES7J4ghu0eefZZ5mgUbdIkZzFJuoBA3E1zXI2zWLOzFS6kImkj6kdNwsxO5GYkURMBzEN0o6IHBeQkmBKgZgCKaMiZEHMcXGCpp634SoSqDLkNAKKLh/wGtPDpkFl0qyAOYPBnMJljlNk3qTctEalPkSpZo2gvI1bknBLBtwSlMvTNOvmGbQUcspVSbcvyKrPQcKrw+pxY5kxoZlfQ1mLkF0OIe/s4NoOoI3aWI86+F68ldUKCx9wn6JNF6NDl0TveQFdfZYn5N2oohGvUIxm+AJUEPDKhSxpA3xZPoyx+Occ1O/wQXsXq3UWHo81o415se0kyC2FcPYaSNnd3O/YT3ldiJv023wicIzPtnpYDdnxr/pQlkN4e21MB3086DlwvvThBCday1ibduNZtiKNL+Dp3cU3qvZxqHGMW03D/KilmbXhIryzBoznljH2FPPNqhv4B/8z3FN2mi+23orljAdpYhFH7y4ebLyB/1Hwc+6o7uex5oMUDutxDG4weKaUoSIbv+M8zQ9a9uA74UM7tozQU/4Gj/Rr16WtIS8NUbyqzg4XX38BFJzfp3oJTODyUohf6Orwanqt3AS4HCa8in5pmPA6XQlvFpBwJV04t9cEC1fpVnjdUOGKx1UvhwoXjgGvnqdwJV3SFeLyUMZLfz8f0CicD2hU+IU2klfrUlAveX2+peSb93/guq7rut58elMAhbWMhV39Kmpkg53DNRQ2L9OqC/PNzT0Y+oxoxicg4GWtBf6i4DhJFR6c2Yu3T0FdDqM0VLDemuUf/MdJqyr3LxzE2SsijS8guJyEWwzc0DDEIf0iZzJmvjfSgq9XQZjKP7/SYsbbEuIuxykU4MH1A6z2+Sjt3UFdWEbyegi32MjtifLJomPUaqAvreWrcwcRey14e6KoswuIZhPJuiJCeySqmuf4lP95ajUwm03z4PpBnjhbh7Nbxt2z/RJMCBaw3exjtVnE2Bzhg+Xd3GYZpETWElXSnEh6eGStjeOTFehGDHjHFCzjUcSFMLmNDQAkhw18buJBK9GghlhQIFWYxlewSYNrmT2WGXbrFwlKMTySjE7QADIZNceGkiSSE1hVjKxk3YQydtayZlbTFtbTRrbTeuIZLcmsTDorkVVEVFVAVQUEQUUQVGRRQSvn0MtZjJo0Vm0SpzaORxvFLcfwaTbxy1t4xDguScUsaC5OFCo1a7TqVthvGmfIUUiPt5QzBQFCS3biAS1mvxXLvAHDvBUptJYPZJtfRBuL4970otu2sBF18INYM6EKC3e4uzmgX6Vao+UueyfmXUkektsIyU5UyY9VEMjNL+WhgiiiSlaekOswNaX4pOtFajUaPuF7gbVmE9PxYjTRIvQ9adTZBbw9BhbsFr5iO0Rp5Q9o0Wa5t/BFPt/qYi1kwxvxoCyt4Om1MVP40qThA45OXmiuZG3ah3/RiTq1gLfXwiOVzfyW9Sw3GpY41DDKQGs9RVNOhPEFXD3VPFB7gIOV3+Xj/hf5/dZy3AOFiGcm8fR5ebBtL7fWDfORwAk+21qKs9uLPLGEobeSR+ubucfeQ1HTMrE6L6bnR/D0F/DNGw4Ag2/kUL8myXEVVYizcaSUvfVjlGuSfG7xMM5eERZXyNaWEm1Jcqe9k/GMgaeHaqjqj6Om0sQaPNha1rjVfI6hjJnHh+so603lcwWaq4jsyfGnwePYRZEvr+8l2eck0L+GmkiS6aghskfhz8tPng9mDfCj4SYCPUoeOOh1xBr8rO/J8oeVp9mv32Q6C19bOkSix0Wwdwd1eh7RZCDRUER4j0hrUx4ulsj5DJWvrBxmtK+YQLeSD2BcXrlY5hDeYyTWnuD22gE+5DxFvVYgqmR4MenjO6G9dI2UYRnS4hrKYBxbRVkJk0um8q6EgJedMjubFRpipQr6si0OBeY5aJ9gj36GEjlzHiTIbClJFrIykxkfZxNFjMZ8TG87WduwkN3SotmU0GwL2KKgialodhTkhIqcyCGmcojpHEJGQcjlzrffu+QGVBBQJQFVklA1IopWQtFJZA0SWYNAxiSSMetJW/SsWK3M2z102UpwO6KUWdepNoeoNSyySxO+CD9sWiiSZ6nTLdFsLuVFZyW93iBhj4WE24TdqcU4ZURaDpPbjiFOzWGLe9HseFiPG3k6XstWjZ6o7zQH9SFadAIa9zF0uzP8SGgCjPjUYuShWXIrISz9IoqmgHFtkK9q34K98Gc0abV8zH2MlSYLg9EqtNtF6LtSqDMLeHoNzLucfM1xiNLiH7Nfv8lHKk/zhT1vxbzkx7S5hTQ6j7dnFz8JNnDIMsYtxjAfLzvB/9zzTmxTRWg6R3D0rzO9y83Dwb38lec49xa9yOf2vB/ncBFS/zjeXi8/a9zNB1ynuNV8jgdbOoj2ejA/tYq7P87TQzV81HOM99m7ebi1jWxnAHloBlevk++07eefCp9kf/0EUw3VOH+yhKc/w8gbNchfp17qxvCy/IRrcCcAv+BOuLjtZUGML22/3I1wLaUO+cfqL8KEV3An/Fpgwq8bJLzerhCvFLD4qod6DbBwlW6F1w0VXiuk8ZLODxf39XpLHy5xJuS3X+pYuNylAC+BgatxKVyADcIlj4WX/Rtf13Vd13W9lt4UQCGe0GI/s4lgMrLaJPMnwU5SKnx3qhVPXwo1niB6qIxg0zJ79Us8HS9nfcBD5dlw3p3QZGJv/SjtughPxUsYOxNk10AUNZEk0VZOtDXJPd7jSILAg6s3oO0zYzmzgprNkqwNsN6a4/MlJyiX4fF4AT8dacDXqyCPLYBWy059gMgehY/syoc1hnIq31w7zEJfAcGeNOL4HKookqsqIrxHh611lU8WHaNNF2ddyfLI1h5+ONKU7+bQG0W4xJmw3ewj3CpibY5wT9lp3mk+R5FsIJRLcDReyiOhNs6MBrEOa3CMZjCOR1BXVsntxBH1OkSPi0yRi+1SPdHi/Gqks3CTQ95F2q3TNOrmKZETOCUdMkZSapYNJclKTmIpa2Mm7WYu5WIu4SSUsBDZMeZ7xCc0kJQQkyJiSkDMgpgVEM73gxPOfzchQkaCHVlFkcm3mNQroM+hMWQwG1O4THF8hijFhnWKdRFKtWsUyFv4pRxmQUOhZMQnZaiSR2nWzzFoDdLlKqPXV0jEZyfh1WJxO7HOGNEsRFBWI+Qi64jxOLaYD03UxcaOgWM71WzWGNn0dXPEOEOZbOAOywD6iizfFPcSFlyADytchAoeuRRFY+GHuiZs9Qk+au+mTafwyaJj/HPLLaxueyjYLkI8O4k4PofXUcW8M8ADtkMU+J/ksGGZD+zq4RuhQ5iWAxiPbyOPzePtreInxQ0csIxzqzHEx0pO8I8t78Y2XYDuxSEsZ1bZqPLzYOkB/qnwST7iPc4nWyqJD/nRHxvCNbDNeGOQ5wtLuNk4x/76CUabavBN6LGcXWWi38fRskpuMU1Q0rTEdkMAy5MhPP0pHj7Yyu+09HB38BT/b/N7MfeasZ/ZoOfsf62VSDGZQShyEGkS+BvfCZayMkeHq6kejIEgEmk0cnNtPyVyhn8MH8DWp0OemAOfm9Vmkc+UdmITBf5naD+WXn0+n8ViZq3JSEv9BEcMs5zJmPnhSBP+vizq/DKiz8Nqs57mhnFuNQ0TysHXFg9i6jVgHQyhXCh1aJW5oWGI2yyDZFSBhzb30T9YTrA3izw6n7+Xqyom3KrF07LCJwJ5EDmVyfDNtZs4PViJrxesA6vkFvMBjBdgQnRPkttrB7jbeZJarciWkuZovIhvLe/j3FAQxxkJ11AC7USIXHgNANnrJlvsZbvSxFaFSLIixa7iFW7yjLHfNE6NZgeHqAckNpQkM1ktQ6ky+neKObcZYD5iJ7VuQBuRMKwLaDdV9FsK2u0ccjSDtJNCSKQRkul84Gw2C5ksai6XX91SlMsmNIIggCgiCAKiJCFpZJBl9Fotql6LatCSM+nIWjSkrRIpq0TKYWTdYWDF7aLXWUTQVUGdfZlm01w+50FO4xD1NGohKI9To1vipLmKZ+27GHP6STl02G0urBY98lyYXGSD3PwSxlQaOeFDSurpSlcQq9WRLDjJEeMC9VotdztPQi38SG1CUIx4lWLkc9PklkJYBzRkdV66DBV8U3eQz3iepVYj84nAMf6xxUp4y0/hZv76II/O43VV0u8p5yFrB3/iOsXtlkF664vpWdxNyXIQzoxjHVhlu9jP1woP0lz+PW41j/Lzht1MTlRRNOtBmV/G02fn0epG3mXv47Bhnpb6aaabqwhMmtGNLGHpK+fbtfv5H4Gnubu0ky+23Ipl0I08sYStr4rvNuzlb33P8fbaIU41tuAfFnENRjk6XM2S7xnu8p3kj5trcJ1wYBpaeWMG+C+jSyZAwvkyhYvugiusxr6qO+HiNi5O8q4YxHjZ8a+y1EG9BA5cQ0eHa4EJV1Xi8OsACb/KlpIv39c1AIbXBRauABXgCuUJ+SdfP1Q4f6wr5im8VunDy56/YkCjcIU2ktfoUrjY/lu5xOlwYTxd13Vd13Vdpd4UQEFKCAixEOm6EtSmKG81jnEsUU5q0I5hfAFcDtYaRf6i6DQADy7sw92fT3hXq0tYb87xIe8p0qrKg4v7cPULiNNLCF43a01abq7po1W3yemUi2eGaygZyKAuhRAKfKw262ivH+Vm0wShHHxreT+GPgO2wTBKNIZQU85qs4b6hinusPWgEUR+GqvhqaHd+PpVDEPL5HYSiOXFrDWbSTbH+VRpJ4cNy2RUgcd3dvHQZN5p4emL57s5JBJIhRfKHF6CCbdZzhGQDCznEvxsZxcPLbQzO+LHcU7EOZJENxkmF17N10jbrFDgJVZmY7tUJlqqoCmJsrdgkRvsk7QapimX4zglHSIGUmqGpVyK+ZyZ8VQxY0k/kzE3izEbkS0TmW0dUlRCjolo42CMg5xQkVIgpdW8tTmnImYvuWET8j+KnF+NzGkEclqBnE4ia5DJGnXEjWa2zQ4mLDk6rSmc1jhFlk0qzGvs0q9QpVu56JxwSwackkKJPEadboFGcxnHnRUMuApZc5lIOo3YHFpM00akpXA+W2FuEVMyjZzwIiV0nE2XEK3RES/Ucat5lCLZwG2Wc1AG32QvYdWFkPNiyeXILS4jjs/h0ZaRNRh5WL8Hd02U37GMc9iwzFJpJ/+2dRNrm2Z8WwUoU3MYhpZxu4I8462h0bzAPbYR7rD10NNQzORiOcVLhagjU1jPRNgq9fLNogM0lz3CzaYJnqyfZHiymuCUD3UphKffybO11Zxy9XJAv8rNNcOcaGqheNSNOrOMq9/Kg437OFw5y12+k/xBcxWengDC6CzuAS/f6ejgll0TfKiwk//VeDu2bgeG0RDpwSDHasq50TjB/26Mki73oTk7g7PfydwbOdCvVdkc8Wov3sYQTdo1HthswzqoQ5yZQw36WG/O8UHXaZZyEo+N1lMymESNx4nvK0PXuMkt5iFGMwaeHq2hbCCZL5tp2cVGc5a/DZxEIwg8HNmHdsCE+dwyqqKws9tLtDnFPYGTOCWJr2/VMnI2SFl/Ku9W8rgJN1qQmze5x3scnyTzZNzL98ebcfaJmM8u5VfHS4tYbTaTbo7xkZJT7NdvsqXk+P52G0+M7MbVK+Ho30CdX0LQalCqgqw15TMT3lF7jg85T12ECU/Fi3lg4QCT5wpwDYo4z8WRJ5bIbWwgyDKi30uy3MNmlZatSjBUbvL2oilutA2zR7dIQNKiEfRsKUlmsxrOpMrojpYxuF7A4qodwjr0qyKuNRX9uoJ+PYO8mUKMJRBicdRkCjWVQrkIEK5883/pDb1ypdC5868VJAlBIyPrdGj0OvRmI4rZQNauI+nUkHRKJNwWpjwmprxuej1BGp1LtFmmadAtUCJncIh62rRpCqU+ynRhnrPUcsxWzqrVSspqxmHWop/S5d0boTCadAZ3ugAxY2QkU8zXFIlc0QluNs5Rq9XyIecpUjUaHsvWI2aMeNNBhJEZ1PklHDotWaODx011+HVb3GvvZr9+k3tKTvG/m99GJGLGuxlAmZ7HfDaE01vA933NtBhnucUY5h7vcQZbAqwt2PGtuFEWV/D0OxgpDfITbz4r4Z7ASf6sOcjOmBfDc2uYz62iHQjw7Yo8NLgncJI/bSrFPViA3DuGZyDJU6213OU+yS3mIe5v3E+szoPp6TDuwSRPjNXxCfcx7nR28kRzI74TPsSZZawD1Tza2sK9jk78DSF2arwYXhj6dY7iX70ugoRXy0+4BncCXO5OePlzL3cfvNLS7WWtJl9hwn8VIYxXBARXCxOu0ZVwzSDhVwkRrvY4VwkXrgosvBwqwCu7FV4JKrz8tVcT0vhq+36l0ofLSiPOb7skoPHi7xfOQRJeAmrX4FK4FDRcyFG43uXhuq7ruq5VbwqgIMcV0EGkwcA7K05hFODhpXbcgwrK+ibJA9VoGze50ThBd8rPzNkCdp3bRJBlIvUWmnZP0a4LcyxZyNjZInadOe9OaK8g0ZTgg65814YHQwewDOgwDs+jiCKxOg/x5gQf9p3EJuYnD2fPllB6YfLgsBNpsJFtjvGRwAnKZInOlJ5vz7Zj6dfhGIiQC60iuZ1sNrpYb8nx3upB3mk+h16QOZpw8s3ZfWT77QT6Usij+Q4Qks+bD2BsljG+DCYsZBP8NFbHw/N7CJ314hoScAzHkaeWyUXWQRCRfR6yJV62y41slYskytKUl4Q56Jlkv2mC3doIvvOOhJiaIpRTmMo4GUoWci5WwPiWh5UNC5kNPZpNCe2mgHlbRRtV0ezk0OzkkOJZpGQWIZ1FSGUhl0PI5i6/sRKE/BehIKDKEkgSqk5G1crk9DI5o0zGJJExCaQtMmmrhnW7iZDdyaCjAL+jjCrbKnXmJXbrFynXrOOTRLySEaeUIyifo0q3wklzJS86Kpiye0nbtKStDqwWHfJsmNzaOrnlFbTpNJ6kHyllYj4V4MHcXjJB+aLj4wJU+Lqyj9WsCzHrx5TNkQuFkUfn8RhKWTbYeNC4F3/FFm8zrPFO8zlmql38YKsN/YYL+3aMXGgVx6CZuM/Fg54OGmrm6dAl+UjgBH/V7GV9wY477EBZWMbTb2OotJjHPXV8zDbMh30n+dOmYmJjHkyhNYwjISwDQb5TtY/24I/5oOs0zzTVEB/0oX9hDefZKGNnizhRVMgh/SJNu2dZbCjHMyljP7vB6NkCukv83Gic4F8bN4nX+NAfG8I9WMhDN3RwS9UU7648w88bDhA4C64z8Td6qF+bRIG1Rg33BnvJqPCfUy24B1OoySSbdXYads+wWxvlqxutaM8Y0Y3PgNPBaqPMh8r78IgCX1zdi3HAgG7svDuh0UB73Rh7dSsMpG08OVJL8AJgLAqw2qjhrbUDHNCHmMho+M5MO85+Ef3oMoogkKjxE2lW+HhFL+26LWazAg8u70fot+AejJJbWkF02ok2eIi05LizepC3m8YAiSfj5Xx3shVTnwHXQBSm5/PvsyzfGnKjJcuR2lE+7DpBvVa4DCZMDRbiGhRwnYkiTi6S29pGNOgRigLEqpxsVMtEq7KUVoS42TfCEfMQ1ZoUVtFIQk0zkckykCriVKyC/kgRcytOpGUdprCAIaxiXM2giyQRN2IQ3UGNJ1CSqZcAgiAiiAKiVgPngQCyjCDLIEn5a8GF68GlE6tcDjWbhWwWNZO9+FhJpiCRyO93TULQ69AaDWgtJswOMymXnrhHJuE1sOzVsxBwMOgroNU9zz7zJE26RYKySKlsxCkuUyyvU6Tb4ClzDTNmH1mTDofRj0mnhYX8tVPOZnFnChGzFqaUQu5Xb4Ag3Gyco16r5cOuE6R2yzyd3o2UsuJOBWFiBqbncRk1pC0Wvmtppah2ndvNs9xqGmOy2sv31jswRNxYtvKfv3vAQtxv5RveA9SU/JB23RZ3lvdxf/NhrLN+dCc30Y8u4+ov4TsV7Rzanc/+eWvNKCcamygZ96MuLOMecPN0XQ13ujrZq1uhvW6KiYZd+MfN6MZWMA2W8sjudv6b73neX9bHtxreiqXXgW58Bd1gKT+tb+ITjl6aamcJ1ZVhn17EfSbFD6abuMfeye8Ee7iv4R0Eu/QQewPH+evQK5U5XHNnB67CnfD/s/feQZKcZ5rfL21led9V7X1V2+nBYAYYzMKQWBAECBCGBMkll3vSxkbo9uKku9MpFNLJhaSQtLrQKXR70mnvTtrQ3Vrc0gAgAAIDgjAkYQZj23dXe+/Ke5eZ+qN6DIYDcAY0wEbME1HRFVVfZmVNz1dd3+973ue9Vjdb6nA49qrTwLy6SL4RYLgRTDBuMP5XBBNuCST8piDCzbz+TcCFjwULH5WtcCtQ4ZrHPhIqXDv+mtKHn8tTuDzuF5U+XB/QeBMuhZvt+HDtvLm+/OG2buu2butm9ZkACkK1Bp0BUqM6T3nOM19zEZtpY2A2DTYriRGVp7vfwy0KPLt/F95JAWFzB7OtmcQRk38c/gCAZ3fvwjchIq7uIAT9xI8oPByZZETN8bNymDOzPfRMVDD2DhB6OoiPynwxOsFJ7YDFmsKza8fxjotY5/cwTJNqtIX4mMDT/ZPcZ90hbpj8ZfzzJCaCdI6XMde3Ea0alYEW4mMiY0PLfMN3hhbZwsWKyJ/tnmJvIkTzeB3r7E4j8d3rPWwNqTQCGHvO8bjjKkx4IT/Cs2vHSUwG8U+BdyaLuLqDnsogqgpic4hyd4B0n0q2D5SeLJ9rW+Pznlnu1DbolAWsQmMRsalXmKsFGC92MpFrJZYIkoo7keMKlqSAM2mipU3UTA0l27A1i/kyVKqYlQpUa5i6fngzrvxhv2HisiAiSCJIEqIkIaoKqsWC1aJiODR0u4WaS6Hqlil7JCo+Bzs+OxsBPxcDrUT8XRxxbjFmW2NAiROSZFolGz4tQ7t8jl7LHm86Bjnj7iTuclJ12PHYWtFWLBg7e+gHCaR6HX+tGbHuYr8e4s/1u9C7BJ50TNEmW3ncMU25R+bP9Ls5qHkQK81o1RpGKoV1doego40dR4i/sJ8k3HqaOywS3/CdYWkoyGyiB2u8BfV8EXN9m+C4nfVwgL8M3ENP82nus+7wRP8kzx05iWu9GflsFuvcLr7xDv6qu7FoOKkd8MXoLG+NHsOx0IyxvE5gookzQ72caQpzr7bHw5FZfnrkGB2zfsyVbXwTUf5q7CT3dX+PbzW/zz8Z7SZwPoSwvoNvwsezJ+7i3o4X+Wr3ON8d+RztF+24ZlLMzbQy3+XiCfcF/mb0LprfCqIs/+2yNpuqQnG0xBfss5wpt1Oe8qAtbkLAR2JU4D8On6VgmHxvbYzgRA0jnaF6coD6aJ4nXJdYrsu8ujBE62S14U442k9qTOdboTMogsDfJO7CNmHFPreFIUnkhgPUjhT4ncD7KAh8L32c9GSAnok8ejyB2NlGfMxCZGSNp10XAXghe5TxmU46xuuIy1uYskytv4WDMYnR4WW+7vmAgKjyQUXjzzdPUh/30DJeQVrYxKjWEDtbSR3xkDhqcGJ4md8LNgIYc0aNN4ptV2HCJQHfVBZxaRM9m0dy2DE7WsgOuElGJSoDJU50r/OlwCSnrCt0yioiFvb1IpNVL+8V+nkv0c3ibhC2rDh2BOy7Bra9KupBATGVx8zlMErlxsLfNBAkCVGzIKgKgqaBZsG0qJiagm6RMdTDfARJwJTFxq7WNYnhQt1A1E2EmoFY1RErdYRyDbFShXIDDJnVGma1ipHPQ6GIkM4gxjVsu040r4Nq0E4xpFDY09huDrPd6mYuHOIe/wr32BcYVVMEJCt3WAx80gVa1BQ/tI5y3t5B3WqlbvXjUmSk9W30TBZp0cCnt4HpYpUW/q1wCqnN4CHbJkdUhd8NvEdmWONcpQ+57MFbbsZY22qEJTp72HZ5+HPnSdq7E9xjKfF1zwfMD4eYO+hFO2hFvlBAWNoiOG5jsrWD57x38Pe9F3jadZGfDfeyvdpJ23oYfW0T/6Sf5f4A32s5zn8eeJ/fCbzP22O95OYDOHb2sc/uYZto49nISf6o5TW+FTrDfzrWS2C8GenSAsGJKq/eOcR/4H+Hx13j/LvRuylFQ1jemyMwWeO7q0f5pvs8vxP+gP/uSA++931oi/uUp9o4M9jOg/Y5/vnogxhdzXDwqU71W9e1gODKgsi8KXfCjTo7NM55E+6EX3hd5o1zE659/vrHbqTPAkz4tEHCjfRRuQg3HGr+RqDCDfURpQ83zFP4uJDHD53v8P5NuhRutuODeQ10uAwgroCH27qt27qtm9RnAiigG+QGfEQHNumRi/yzg/vxTImwvY/R10ZupMJjrkss1jTOzPfQP1PE1A2yQx6ah/Y5Zd1gvOrn4lwX/dNFzGKJylgXhZEyX/WdxQCe3b8L16SKFlvHVFWyg1700Txf932AgsAPsneQmAzSPVXEOIgjtoSJj1gJjuzxVc85bILEi/ku3ohFCE6aWGK76OUKRHuIj2poIym+1fw+Q4rOZr3Od1L3c36mm9CEiWM6jr4fR3TYqUdaORizUDtS4Ju9l3jSOUGb3ChzeCk/3IAJE0H8kybe6SzC6lbDQm3VEFrDFPp9pCIKuT6dUE+c326Ocb9j7soXawODHb3IYs3FhVIX5zKdzMZDpPedqPsyrgMBa9xAS9ZRU1XkTAkhV8QsNqzN+iFEuNGugCAKh+Dgut+faVwBD5iVDx0nSBKCqiBrFhSbDavTht1tpepRKfslSgGVQtDHmSYX801NTAVaOO5e45h1lT4lS1CyEFFEfOIqrUqKVi3Nj+0R9uyBxi6ktQmbIiNu7aKnMki6jk9vRTBcJAjwrHAcqdPkSedlp8IE+R6Nv67cSbzsIFxqRZ6uou/HcUxr+B1NnHd38x3bCYKBnzCiqHyr+fHkpvEAACAASURBVH3+aNRLfN9H80EL5vwyltgu/uYOftwS5aRriW84V/ma9wPeHe0mvhamZaMJY3sX33SAlb4AP2i7g3/kO8vXfR/w49EI2Tkvrs1dtNgerqkOnh26i7vbf8BXfWd5dWSI8vkm1Pdm8U0XGZ/rYLzVz0lti+ahfbIDTbhWtvDNFDgz38Nis8ajrnH+3cg9GB0hxMVNPNN+nj91jP8i+BaDA5vkou04Tm/+2qfyr1K6VeL+/kWCksH3D47hmzYxkmkq90SxD6c4pa1xptxObtpPKLYHNhvxEQuP9E3QLhn8i+Qx5Ck7tvlNTJuV5JCN4YFV7rbsMlV18eOFAdqmag3A2NlKYkTikf4ZxtQskzU7LyyP4p8wEVe2waqRGw6QH63wOy1n6ZQFzlQcfHf1KN4JCfvcLkY2j9jdTvyIDXk0w7eb32NQgU29xl8nHmBluoWWSR1tfhc9l0MKNZEbDpI4ItA7vMW3Q+9x3FKkhsnPyiH+YufkYZnDdTDB5cDsaiU96CI1KMBAjoe6FnnMO84Jyz4BqVHitFavc7bcw9vpKOd328hvuLBtSdi3TBzbFdS9AmIqi5HNoZdKmLp+FSJYNQSbDdNhxbBbqDtU6jaJuk2krgnUtUZ5k6GAKYMpNXbUzMPvqYIBgk6jA0StUTYllw9vRQO5qCMXaoj5MmK+1Pj8KZUxq9UrbWKFpAUt4Ubdc2Hbs5M/UCkkbMQSbWy3u1gN+9n2zHNCW6NTFuiWNZy2ZXyhPF61yNuWPuIWB4bswSOLSIefpdLKJj7aMEUXS2IrfyGdRGv9KZ+3HnDcUuTbofdIDdtYK7ahFII4SxX0vX20uR38nnZWPS086zxJe/g1BhWFbzW/z/84GiC+56Z5L9wofZjZx9vWzPdaj3KPfYG7LQW+1XKG/340TG45gHM/Divb+Cf7eSEyyiPuCcbULI/0zfKjkRM4Z8MYa1sEJkO8MRZhPPA+d1t2GR1cZ3u4m6aYFWtsH3mqjZeGjvIPfOd4tG+GN4fvonXchm0+zvZMmHejnZzS1rAPpSj1B7G8N49/qpXvPnAnD3Ztcn//IjNDI3D2057tt6aPdChw9fFbdifwMe6EayDER7oTrlvkf+JSB+MGC/nfFEz4LEKEG+kmXQu/FqhwZfxN5ilc93o/FwJ5o9IGfgmXgnALLgU+2qFwM/zstm7rtm7rsj4bQEEUSQ5K/F7zRYom/HB5mLbZMug6qUEHd0fm6ZGr/PPESZzTKsrKRmOXcljkD9svYBMEvpc4jntKQVlZB7eL+IiFByKTjKlZzlT8nJnroWeqgnEQR+jtJDEi8WjfDGNqnpmaxnMrR/BNgby0g6koFAaCpEfr/MOO8wyqVeZrEs9un8A2acU7lULfjyM1BUgNe8iM1viDnot8zrpNzRR4tTDIS4sjeCYVvFPpRp20ImN0txEftZIbrfBkZJqnXRfolFX2DjMTnt24s+FMmDTxTmUQVrbQ8wUkhx3am8lFPSSjEsX+KoPd2zzaNM19thh9iolVaJQ3rNREzpf7eD/by3i8hYMdN+qugntPwLZvYD2ooiaKiJkCZi6PWSpjVKsNGADX1DhbGnZmVWn8lGWQxBuHCRkG6EbD1lyvN5wNhxZnU9cxizUoFhEyWYSEimzVUJwOrG47dr+NUlCh2KRQDHl5L+xgsTnAbKCZk64l7tTW6FbqNEk2nGIBv3iOkJLltHWIaWsrdU3FZwngVGSkjZ3GgmF5E6/ZCrhJEORZ8U6UjjqPO+bplC181X2eTL+VF0pjyEUrTcU2hPmVRr20XaPi8fCSZ4Qe6wHfcs7zOes2se5L/Onofdj2PXhTAfT9OJ5pN/k2L8+2nuBozzpDis7X2i/wxyMP414OYj1IIC/t4Jvq5bnoER52TjKm5nm0b4bTw3fhmm3GWFojMBXizJEeLoQC3G1J8EBkgQsjo7TNeRCWd3BP9/GdsRP809bTPNN+gX81/CU8Z32Iq3s4p3p56dhR/pH/fU72L7M0OIB/Xsc/Xeb08iD/SeAtvhq+wP8+1IXzXQcUPpUZ/olU1+Bp/3k26gpn57sZmM0iWFQSQypPdU1iFwX+Zu84vikT9uIY0U6ywzW+4j1P0jB4YW2UwHQd4yCBGekiNWLyD8Jn0QSR7yZPYJm6xp0w4EMfyfOMr7Gy+n7qOPqUG89M+kqWSmJY4t7oLA/alkkb8DeJu8hP+eicLGFu7yG6neSGA6RH6/xuzwT3aVsUTYGXcqO8HhvANyHgmoqj7x0gOp1UImHiIzLukTi/23qGU9oBIgpnKlb+au9upmfa8U+Ih2UOhzDB7cLoaSE15CI1BNpgmi92zPGYe5wxNY9LtJEySszU7PwkP8DbB/0sbTShrqv4NsCxWcO6U0A8SGOkM9RL5YYbQVaQnDYEpwPTZUd3Ww/LiySqTpGaQ6BmB91qomugawamaoJiIMgGgmQiiJdbmoFpCJi6gFkXoSYiVAWksohUFpBKEkpBQclbUHM21KyOmqkiZUqI2cbnklEqYxSLGKUyYjqDlnKjJjxY43byCZl8ysPbaRvrbV42m3zc75hjSCnQJNm4T4vj8p/BJZc5rQ6QUDwYshuvJCAtHzoVVjbxS+2YkpNppZ2/ku/GFv4J92oFTmkHJFvP8C9LVuK5AGo2jFosoe/HcU3ZKHuCvBGIMGjf4e+4J7lP2+Kpngn+cvQeHDsBnMk0xu4+/ikPax1eng2fJNp8ms/ZVrk3usC5kREcyy2Yc8t4pjOkol6+33Wcoaa3ecZ3ltdGBshN+XBu7WGb38c61cpz0eMcC7/JN8Jn+W9HughcCCPMrRKYDvP86hG+6TnLU54LvDByB81dYcT5NXxTIb536hhf6F7nia5Jnh96gNaLGu65LOdjXWy0KTztP8/Phkc+1Xl+qxLgym7qVYhgXrdIus6dwLWPX17Q89GdHbjm/q2UB9xMVwe4OZjwcYDh2vNfq1/GlfC3BSZcrxvBgQ89fQiLrgcLNxHW+CFdhgofch38AqgAV8f/oq4Pv0g361I4bNt72bFjXuuQuMalYF6bs2CawIdbSN4OZbyt27qtW9FnAiiYqkJluMR91kXeL3dizjpQlxvQIDkE/1nwPDnD5MXVEXwzNYxcnsqRdoShHF+wz7JcV3lzqZ+OmUpjt+2OCNmhGk/7z2MA348fxzmjoi1uNNwJAx7M4RxPeS4A8Hz6TirTHlpmcxjpDGJPB4lhheGBFb5on8Ew4aXsUZZmW+iYqiGsbYOqUO0LkRgRuHNghced4zgEhZ+V7Xxn807EaQf+6TLC6haGbiC2t5AadpIeMbgnsszXvB8wqIrkjCpvFLv4680TjcyEKRrOhMswweXA7GwhM+AmFRWpRUvc07XKY4EJTmprtMkWRER29CJTVT/vFfp4N97D8k4AcUvDtSNg3zGw7VVQDwoI6RxmLo9eKmPWawCNXUmrFcFiQdAsDWuz1YJhUTAtEoYiYajilfBFBA4p+KG17jCsUawaiDUdoaIjVmqIpcqhtbkR6mZWqxilEpRKCNk8YlJDizuw7DmxBe0U91UKByqpeIA32hysNvtY8Qe51xFjRE0QkqwMqgZOcRqfnOdl5QgfaJ3EFRu64sUti0hr24e7kFt4AVP0sCc38e+l49jaK3zJvkZUUfma9wPiUQfvFqKoeSe+QiNUTVzdwu/RqHgdfMd7J/09u9yrFXjCdYlLA21M7vZj3wkhpzMIa9v4pxwsdbTwUuAoPb5zfNE+w+sDg6wtd9O+EsZYXsc7kyU94OH5jjsZCr7DV7zneHV4kOy0B9fGDtriPs7pdr47fIITra/yTOAsbw0PUD3fhHwhhn+6wttL/SyH3uQL9ln+zfC9jd3Gd2bxzdZ4cXWE3/e+x1PBC/zXQwMEfuZDXT3AnOng/SOdnLIu80dDJfTOEPwtqnqQrHWOWvb599kxHLMqwuYKZluI7FCNR50TLNc0LsY6ic41CsBTAw5GoysMqTlezPeRm/ERno+DJJEactI6uMd91lXma1Z+tBwlPFXH2I8jtIZJDEl8sXeWIaXAVNXJq0uD+KcNhLUdBKeD9KCb+kieZwLn8IkyLxWa+fFilOCUibq0i2EY6D0tJIYkBgdWedp9Hreo8pOyk+9tHsU6ZcU302hDKygyRk8L8RGN+kiBZzov8qBtGadoYbwKz8ZPcnauG++khG+62MhMOHQmGD0tpIZdJIfBOZjky51TPOa6xJCiYxEs7OhFzlXCvJ4e5p3tbjJrbhxrEs51HftmGWUnhZlMoxeLDUeCrCA6XAhuJ4bHQcVnpeKTKXtEKh6Bmsuk5jAxHHUkRw2rtYrHUsVpqWCXq9jkKhapjirWkQQTERMDAd0UqBoyFV2mWFcp1FVyFQuFikqppFLMK4gFCSUnomQlLGkFLW3FknShJktI6TxmJoeRL2AUi5iVCmIujz3tQU17saQ1chkLK9lmkgUbuy1uHvJMc9yyS0iyctxSxOb9AJtU5SVpmKTgB8GFF5CWaUCFpS18SgeGYuOs2o1bKeNpeosxVeVB2zJ7nW7+NHeKeNZOONuCMLuCubmDf9pGOejgO/47GNK2uF/L8bT7PJcG21je6sa21YI4sYC6uIN/qps3OyP8tmeGx+07fCP4Ae8Pd5FZcOPZcsD6Lv5pN68ODvKU5wIjao5Hemd5begunNNNGJs7+KdDvHY0yrf973JKW6NjcJf0QBjfgoRjPsXubICfRnr5smOJscg6OwM9+OfBM5fnYqyThTYrjzon+LOhU7S0BhE293DORHn9rmG+6b6Iayjx6U70W9UN3AjXhzHe6JgGQODKokm4FhzwK3AnXO8i+EWlDjcbwvihh3/++KtPfoZdCdcuwn8t5//FpRA37Va4Bir8nJvgyjE//35+Dipce67rSh+udH2AGwQ0Xj3nTbsUuPoagmk27iI0/lkuU97r3oZgcKXs4UPOhcsP3wYKt3Vbt3UL+kwABd0qcqpnCb9k8sLBUbyzJkY6Q+XuCLaBNCcsW5wpt1Oc89C62LA2JwdUfrtrkhbJ5F+mRlFnbFiXtjCtGskBK8PRVU5Y9pmpunh7uY+2mRrGQQKhvYXkoMRD3TFG1BwzNSuvrA7hnTERV3fAqpGPeskPVXgmfJ52WeRcxcYP1kfwTIvYYvsYhRJiVxuJIQ15KMszTeeJKAKbeo3nU3eyPheiZUbHsrDXgALBAPmBAMlhge6Bbb7edJYxtUrZNHm3HOS7e8dZmws3AhhnDsscroUJg26SgyLmQJ7Pdy3xmG/8yhfnmqmzXK9wttzF2+kBzu22k9t0Yd2ScGyZ2LcrWPYLiImGtdk4tDYjiIgWC4LdhmC1YtqtGE4N3a5Qs8kfsjYbKhiKgHGNtflKrfShtVmsg1gzEat8yNqsFOtIhRpiroxYKGGWSpiFIka1hp7LIRSLCNkclrQTJelCS9jRUir5jJWldAv7bQ52wm52PTHu1lbplGU6ZCsW6xrOphJ2ucpPpF6Ssh0EN264ChXWtvHKIobsYs0S5rvqcTwtRR6wJhhTdZ4JnmNv0Mlarg1Lxo8jV0A/iGNZ3MPnb2M9GOJ7nuN0hV6nT1Z4puk8s0MhEtsuwjsNa7MtFsfTGeaFjlHudcxzj6XEM+Hz/A+DLeRjXhw7+7C2i3fGySuDQzzlOc+QUuDhnjleHzyBa7IJY2Mb32yYny71MRN0ckyNMxzZZHegi6ZZDW3pAHWmjddGR/n73gs81DXPTwZO0HLRhm0xwdZciLOD7dytbWAbSFPq8WM5E8M7Z/DCwVG+0LnOqZ4l5qPDcObTneu3Io9aQsHKi1tH8M/WMCtVshEXg/3r9Chl/iR5AsecirjRaBWZGoS/F7qAbpq8sH8U7yywsw/hIKlBgb/bOo5Pkvi36SOIsw7ssX1MoBDxUx0u8qT3AhICL6aPwqwT13wKo1iEkT6SQwIP9TZyMPZ0k+8fHEOdtuGezaAnU0hNQRKDDqrDRb7efI6oYrCj1/le4ji7M020TdeRl3cwKhWkjjYSg04yw3Ue7ZvnUeckIcnCWr3K8+l7eHOpH+eMin+m1OjmkMk2MhO6WkkNNWCCayjB050TPOqcYFABRVBYr5d4p9TFq4lRzm20w6od7wq41mpYN7Kwn0TPZjGr1YYjwW1H8LjR/U4qQRslv0TZL1LxQtVjYHiq2FxlAvYSTbYcQS2PXyngVQq4pRIusYQm1tCEGopQR7qm6FZHoGbKlE2FsqGQNaxkdCupmp1Ezc5B2cF+0UmqYCWf1SimFdS0hCUloSUUrAk7lgMnUiKHmc5gFEqNz4tKBblQwp31oeZcKHmZXMHLayWVZLuNrH+S37Ku0iZbGFFMVNcFlE6d5zhCEj+YLny6ibSso2eyyIvb+NU2dM3Km7Z+gmoOj+89OmULjzonWevz80rmCFrKiS8TwljdQFrZxR/sYrMpyPd8x+kPnyaqyDwTPs//PBQiteEguBNA3z/APZsj0+3mux13cqLjeU5YEjzUG+ONoTtwLYRhahHXXJrkjI8Xe48y0vRTvuy5yEtDIxQiPmybO9hjSaTZJl4ZPMI/9p/jiZYJ/vVgM76zQdjZxzMb4LmTd/Al+yJPhS7yvwz14H8/gLixj2Ouj9dOjPL3fR8wHNkkFenEtbSBb67Gi1uj/B33RR7vmObSpzbLP6GuAwk33SryWncCV+ECl9fU14OEW+6CYHLTpQ7X61ZyEz5rMOFm8yU+Tr8K4HATboVfCircSp7CzZQ+wK2978suhcvHXLkGQGy0gDThKkC4UtIDNxvOeG3Zw23d1m3d1s3qswEUNHjcP86uLnFuuZPIQh5BVUhFLTzSeR6nKPCD+FG8c8BBAqO7jcxgnce9l0gbBi9tjuCb0zHiSehuJT1o8h+FxtEEkZczY6gzNmyLu5iCQKHfR3WoyBOHi4eXM0epzrnwzOcwcnnEvi4SgzIn+pd4wLpM0RR4Pn2M7KyfzrkK5s4+osNOIRogPWjwdNcs91o3qCHxRiHC60sRPDMirtkk+kEc0Waj2hsmMSSjDab4Wst5Tml7KILKeEXiu/HjTM63450W8c4WGwGMl0PXDmFCYlhAHMjxUFeMJ7wXOGZJ4xUbJQ7zNZmfFUZ4Ix5ldjOMtKHhWQfnZh3rThHpIIOZylzdkZQkRJsN0enAdNox3DZqLgtVt0zVIVJzQM0uoFuhbjUxLI2bKZsNe7N0+RsaV/5ImbrQsDXXBcRK4yaXxENrs4yS11DzdtRMHSVbQcwUkXMFjFy+0Y4un8cslRBzeawZN2rajZaykUtL5HMe3spr7LU5SQYc3GufJ6pUaZZsnNIO0PwfYBHr/FiMkBAcwCFUWDnc1V3dwadI6BY7k2p7AyqEfsLdlhqntD12my/wJ4MOEmkvaroZpVBE3zvANeegGPTxZjDCHY51vula5F7rBo90zfLc0AmcG37sB0nM7T18s17Wun280HKM0dBbPGBd5kT/KtODURwLYYzFVTxzOVKzLn7QfYz/MvAuj3su8cPB4SuLBttCHHW2mZcHxxgLvsPToYv80UAnwbYQ5uI6vvlmXtoc4Xfd53jcc4kXB+8g3NaEuLSBdy7ED+JHeahjk0c6Z3lt4BTNFxXcsRznljrZbZN40n+JfzI4/KnO81uVSyqxXPezudDEwGICwWEnFRX5vdA4VdPkla0hfHN1zHyB8h2dqANZTllXmK+5mFxoIzJfwKzWKPX7kAZyPGifZU83+OHGMN5ZA3b2EYN+koMy9/XMMqZmmalZOb02iG/WQFjfRXA6SEWdMJDnCe/FRpZKsYuzC120zeqI6zuYskylr4nUIHy+d4EHrMvoSPyoEOWtpX68swL2+QRGIono9VKIBkkOCUQjWzzlPU+fLJLUK5zOD/PS2jDqtA3/TA11cQ89lUK0apgdLY3MhKGGM+Hpzgked44TUQQkQWCxVuHtYpQfHowytdKKZdmCa8XEtVJC3UphxJMYhUaXD9FmQ/R6MAJuSiEbxSaFUlCg4jep+uuo3jLN7jxtzjTt1hStlhRhOYNPyuORijiFGppgoAmgCAISAuLhz8vSMTFMEx2TmmlSNqFsiuRMhbRuI6k72K272ap42Sh52cx5OMg4yKQ0ikkJLa5gPXBh27ei7TmQ4hmMVBqjVEZPJBHLZWzFMnLei1y0ki05eL/cQ75uIRe08qBtnh5FIaLA485x6ITnOELK9CPqLjz1FsSVDYxUCnVRwWdtpWaz8ZJtmGY1wzPOafpklae851mO+FlOdqAlAtgyeYxEEvu8E2+oiTfD/dzpXOWbrkUesC7zTu8Cbw0ewbXehJJMIazv4J91cL6vk7cCfXzDucpT3vO8OdhPZs6Jd80BG3t4Zz28OjrIV7znGFOzPNCzyAeDR3BMBTB39vHOBXhpfZjfcZ/lIccMfzp4D8V+H9bNHbzzBaYX2phpd3PKuoIazVLq9aP9dA/fXJ1XNof4A+8ZHm+a4F9Eu/G848S2mGJuIchyxMajzgn+p09rkn9CCR9aKF11GPzCVpFw1Z1wTdDitbDhQ+DhcPytuBOAG7sTgJsqdbhyjo/JTbgJfSxM+GVBwq9j+/r6c35SwPAL3AofCRU+7pS/bJ5C4yQ3Dmi8/pwf51K4BiQ0voIJP3efw5dsVDFcHn94+4hwxivHmh8ue7it27qt27pZfSaAAprOnZYtflyMYJ3TkDa3MEMBMgM6D7sm2dYlzqx00btQwtQNcv1Ouvp2GFETnCm3cBALEFnIgGGQ63fjiqS4z7rIhi7y2voA3nkdc/cAsSlAcqCxeDhqSbNcV3hlfQjvHIhre43gtYiHUrTCk8FLhKSGZflHq1E8c2BZ3Eev1qCvg+SATFt0hy97LhGULJyrSDy3cwfSrAPfXBk2dhrvrb2Z1KCV4mCFr3XO8qA9hlfUiNWqPJ++i3eWenHNKvjmyo3WkKkMolWD9mYyAw1ngjiQ4wvdczzpvcAxNYdLtJIySkxVnbyeG+at3X621v3YVhUcGybOjQrqdgYSKfRsHrNea4AEhwPRYcf0OKn57FS8KhWPSMUtUnVBzWVSdxiYNh3ZWkezVrFbqliVGla5hibVUCUdERNRMDFMAQOBqi5R1hVKdYVSTaFQUSmXVEolGaEoIecbtmY117A2W9I2LCkXcqrYCIXLFzBLhzuQpTJivoA960XJuVHyFvI5K9OFNtJlK8mwnYec04yoObyilROWDJLvHKJg8CMGSJoOMN146gbi6mYjqHFFxqe1oVs13rH3ErLk8PveJaJoPGiPsdIZ5DvpO0klNZqSzY1WcRs7+ObslEJ2nmu6g1Ftg+MWnS97LnE20klyvRnbRhhzZgnL0j6euXZe74nyJc8E92s5vhK8wLmBTnJzHpxbGqzv45lz8drIAF/3fMBRS5r7epY4NzCKYyqAsRfHO9/E6fUBfs/3Hqesy7ijSXL9XpyL4FzIEpsPcLavlVPaFj39u+T6W3AtmnhiRc6sdLHZIvOwa5LvRO+mORRA2opjne/l3RO9fME+jxLNfqrT/FZlEUxez43gmpdgP0G9v41KtMR9tkWmqn4OYgGiSwmwaqQiCg92xAiKAn+aPYJjXkVe2wSvh2RU4cHOCTplne/ne0nN++iL5TCrVSo9QfLRKk/6L6IIIq9kx6jOuXDNZzGKRYTBXlIDAg91xzhmSbKtwwv7R7HPWXDOJxpBjJ2tJAcs2AbSPOU/T0hSmahKPL97FGXWhne2iLm1i6CqGF1hkoMK6kCGrzRf5IQlg4HImUqY53fGKM95aJrTscUO0PfjCLKM0NZMdsBNalBAG0zz5c4pHnVOXAMT6vyoMMTLu6MsLoWxLym4l3WcKwWkrTh6MnXFlSB63BDwUAk7KYRViiGRUpNJLVjD7i/S7UnT54zTYz2gU40TltP4xDIe0cAmSihIKIIF8Xr/7I103RADk5qpU1OyFI0UaWOLpFVj1+FhzR1g2R9kMRdgK+MmF7dTDsiU/So2n4x9V0PdtSHFG9kPRj6PWa2ilit4ywHksp1MxcJktZ1SXaEWlviCfZY+Rb4CFWodEs/pR0jWPIg1N+5aHdY20ffj2GIqPnuIfaeH5x1jtKsJHrLGOWFp/J7+z0E3ybgHLR5GKBQwt3bxzjkpNtt4PnyUo9o6R1Sdp/zn+WCgg+Sah/BGE8baFs75NPZ+P89138F9tiWOWtL8dleM1weO4ZkJYc4u4YrliM+7eKV3jJHAB3zZf4k3ogOUewKoO3u4YjkW532829fDVxzL/HZnjLeiJ2i/5EFc28cx38Ordx7hvwq+w0Od87wVuYuWcxr2pRSbMT8zUT/32Rb5ZwMl6u0BpPkN3PNNvH7/CH/P97cskRE+BAluFMj4sWGM17oTDh9vHHudU+FmOztcuaabcCd8aPgNzn0DwPALQxhvAAd+LTDhN+2Bv/b1Pglc+Bi3wg2hwse4FBqXcwOo8HGlD9fqV+VSuPx/9LJL4dCZcOW+dFiuAFfmwS8MZ+Sjgxlv67Zu67ZuVp8JoOBUKzhFCz/cH8WzaGDk8pTu7CDUFyeqZHghP4gas6Ksr4PHTapf5Pebp9AEgR8mj+CKiQjbcYSAj1RE4vH2eVpkgb/I9lOMeWhZyECtRrk7QD5S41HfBBZB5PX8MLmYl56FIkY2i9jTQSoicax3iVPaGhkDXkodpRZz4YmVGt0fPG6y/S7y0RrfbpliTM2T1A1eyd5DbLGZ5nkDy9I+erGIFGoiG/GQjpoc613jMfclOmWVuF7iR4URXlsfwDJnxTtfaxyTSCKqCkJrmFzUQyraKHN4qCt2DUzQSBglLlR8vJoZ5SdbvaTXPDhXJFxrOvaNIvJOCiOZwjgMXBOtVkSXE9Prouq3UwmolHwSZZ9A1WNS8+jgqmFzVAjbi/i0In5LAZ9awC2XcEhlbGIVTaiiCjqiYFyxN9dMiaopUTZV+95LnAAAIABJREFUioZKXtfI1K0kq3YSFTvJso1kwUYxb6GUVVDSImpaRktKWJMqlrgNJXE1bd4oVxpQpVzBUqogFb0oRRtSWWG7EuSHVYV8q4Wye5JjliR+0coxNQfeCximyI+MKKm6A6nmwVmrI65vYSSSWJZUvNZmanYrpx0DtFpS+JxTdMoWHnNfYqk3wKV4H9aEB1faj763j2VpH2+4jVhLMy/7jtLjf5cxtcZjLVP8q0iA7KoL97Yb4yCOdz5Aps/JS51HGQv9mLu1DY71rDMXieCca8JYXsezUGAp5uX1nmH+0DvB475x3ooMUO4+XDQs5NiPefhppJ9vu2J8sW2OF/rvxX3Wh7m1jzvm4ZV7jvBg6zaPhKf5//rb8LznRlyPo8Y6eedYH086Zgn1xSl2+7CubeFZ0Hn1YISvOGM80LHE3Kc8129Vr+0M4F1ohHxm++yc6I4Rkgz+n8QorpgI+wnM1iayEZ0veSZIGwavb0bwxuoYmSzGkT5ykTqPescpmwYvH4zijgmIm/vgdpGKqAz2rnHMsstaXea1rQE88zSet9nI9DsxIgUe9Y5fcSdMLrbRPl+H7X0EzUK5x08mavKVjjmOqXHypsDp3FHmF1tojhmoqwfolQpSeyuJiJ1cpM6TnfN8zraATVQZr8ILiTtYXggTnAPnfAZjdx8AMdxEvt9HMirBQK4RwOi6xKDCFZhwOj/MizujrC6FcC7IeJbq2JezCNsH6OkMpq43XAk+L3rYS7HFSr5ZotgsUAnVsTcViPiSRJ17RG27dCkHtMpZfKKOU5SxXAcQ6ujUTJMaOjXTwACqh1/+r91cUwUBEVAEEQUJSRCwCDIWZBwSBCSTilmlR95mQN1jS3Ox6ggy7w4z7w2x6veR9dmpeGUqbgsOt4zNoSHtWhqfb8ViwwVWq+GqBpFqLsS6wqLRzAuGiNEsgmP6ClR4zHWJYofKi9URUmUncsmHo1JF39rF2N3HOa9RdXpZdod5wXEHLaE3GFMlPmdbYL4jzPejd5Les+OPB9E3tlBX9vG2dDDf3sJp/yg9vrMcU+M83DHH96N34172o+3FYXsf37yb6UgrPw318g3nKo96x3ktEiUbceFes8HGLp55F6ePDPJ1z1mOWXYZ7t1iu7+L8JQLYXMfd8zFiyfG+JJ9kS96Jnkxcgf19gDixCLehTo/3ozwh/6f8oh7kh9E7qS5JYiwsYc7FuDVzCj/TdPbHO9aY7U3gne6jmexxms7A387gQIfUe7wkWOvgwM3ahV5o3GHz/063AlXx9+g1OGj9GnAhM9CMf3la7hVsPArhgofeW03Kn34dbgUrgvE/pAz4UYtJC+PM7kazvhz13/NjQ8Didu6rdu6rZvVZwIouKUSB7qVidVWIks5BM1Cql/hqZY5VEHg9MFwAzSkM+ijPZQjZR6wz7GtS/xsrYfWWAWzUKA20EYxUuFh1yRFQ+flvVHcCyBsHYDbRbpfJdK7wQnLFtt1kVd2hvHEQFndw1BVij0eCpEqjwcnrrgT3lzvwzNPY1FgmpgdTaQiEtHeTR5yTGMRZN6tuHhlYxBnTMG1kGl0krBaqXU1kYpKuCIJngheYlQpUjMbu5Ev745SjHloihnYFhLo+weNXIPmEIXDBUQtWuLzXUuNModDmLCvFzlbaeLV9BF+utlDacmFe0XEvVrDupFD2Ek0FhH1WmNH0uUGr5ta0EW5yUIxIFEOCFR8JnVfDc1Tps2Vp8WRIaxlabWkCMq5K/Zmu1BFE3Q0QUcRGn/jru0aqdP421czoWqKFE2ZgqlesTUf1J3sVtxslT1s590cZB3k0xrlpEwpKaP5JWxxFW3fhnxgQ0plMLL5RhBbtYZUruAs+pHLTqSKQrbq5cd6hGqbTNUzwQnLPk2SjWNqDt17gUqXzJt6P8maDaniw16ro2/uoO8fYFtU8Tqb2Hd6eNk5Spca5yFrnDG1zhPBSyxH/KTifqx7TUjZHMZBHNeCm3yrm9MtA/yWM8bntSwPOaZ5u6+ftZUunCshmMyirB3gme/gjUg/j3svcb+W4/HgBOcjXRR6vdg2d5HW9vHEunllbJgnnOOc0LaJ9OwQ728nNO2CrQPcC25e3hvlSccsD7um+OvICaodAeTz83gWqry71s12WOIB+xx/EnmAWkcAaWIJz4LBK/sjfM05x8Mtczzf/wC29y04l/NMrLRx0CnyiGeCf/3pTPFPpIopkFkKMrCSQHA5SfeL/F3/FDnD5M2NfvyLVcxyhUKPi1BvnCE1wdlyC+kFH01LaQRZJtNro6t3hzE1znzNxaWVdroXqpi5HOZwL5mIyR+EJvGJMi/koiQW/PReBoy9naQiEvd1LXNMjbOnw4v7Y9gXVBwLCYx8AbG7nVRExd9/wCPuCXyShbdLNl7dHsQRU3DFMo1Fr8NOuSdAOirQ17/Dlz0XDzu8VHgtd5x3Vnpwzct4YgWEzR30cgW5KUC5J0gqKlMZKDVaQ7rHGVJ0FEFhsVbhR4WhBkxYCOGKyXgW69iX07C9h55thFVKbhcE/VRaPeTbVAotIsUWAylcoC+YYtizw5Btm4i6S7ucxSeK2EQFGQvQcBaUzCpFU6dgmBRNiYIpUzTsjYwEU6FqShimiI6IhIEoGKiCjiY0MhZsYgW7UMcmVLCLAjZBwiIoWAUVq6Tik3RapAy9SoqIukvUFmbG2cK0u5k1j5eM23ZYlmXHYVdQrRak/Th6No+eTCPV6zjqBkLdg6DLrBohXgTEFgPRPkOPojCk6DzmHifbpfF6ZYBU2YpcDKKVK9T340ibO3hcFioeOz9z99JrOyDsOUenbOFLnnGm+lpY22vHthdAS6XR4wmcC14cHW5eaRviHvsCD1iLPOYe5+3+PtKLQZpXmjBWNnAsZLDH/LzYN8bnbIscU+Pc17XMe/1HcE83NcqiFoosLfh4uzvK77vnebxpgv8t0klTexPC1CLehQoTK23MtLkZU+P09O2S6WvBNyNjX8qytejl0kALd2vbNPcdUOgJYF/awLNU482Nfv5h4C0e8U/xT/sH8LucWFdSrC0FWY5on+Is/wT6EEi4CgI+ttzhGufBx4UxXtFHtIL86Gu6SXfCL1Pq8JuGCZ8FkHC9PglY+BVChU9c+nDdeT6xS+Ha/6uXgcE1DoQbhTNecS9cLlO9hbKHX1aCIDwC/HHjCvl/TdP8X697Xjh8/ktAEfgPTdO8IAhCO/BnQPjwHf4b0zT/+Je+oNu6rdv6tekzARSsQo3z5Xa0RQ1pexuzyU+uV+d+xxzbdZmp1Rb6lxv1v5leGyNdK3TJVZ7P92Mu2dHW9sBiIdOrMdy9ypCSYbLqZXalhd7FytXFQx/8bmiGoCTz3XwHa8tN9C5WMFJpxJYwqX6FaPcap6wr5E14NTNKdcFF60IJI55A9LhJ9zkp9ld4LDRFn6Kzp+u8khojveijLVZHXN/HqNcR21tI91sp9Fd5tC3Gb1lXsYkWpqomLyfHWFwM44+BcyGHuXuAWasjh4KUuwOkIgrF/mqjm4NvnGOWNC7RSsIocbbSxMupMX663ktt0Yl7GdyrVbS1NOwn0DPZq66EwzrpcthOMaRQbBIoB03qgSoOX5FWd4ZOR5Iea5w2NUlYTuMXi7jFGnZRwHJlZ1FGRP1Ym7OBiYGBbprUKFExCxSMfTKGQsJqY7fuYdPlY9kbYM3vYyvgJp+0UfEpVLwyNreEzaWg7VmRDtKH9dIl9EQSqVbFVqsj1jyINYVs3c1beh+6KYB3nJPaQcOpYElT9l2kUFd5r9xLqqwilQKNBcPeAeb2Hk6HlYrLxaInzMuOMdqb3mREFfgt6yrT7fP8Tf9x0rtWAgdNGMtriOv7eGN2Ntt8vBw+ylDT6/QpEo82TfN/RJrJLjvwbLgx4gk8i0HSi05+2HWEY6G3OGVdYbBnm63+LhwzfoztXTyLFZaWmjjT0cUzjnUeDU/xf/W3EWwLIkwv4VmsMLvSwky7l1E1xXD3Nnt9XQSnLGhrKVgM8e5oL19xxhjp2mavpxvfBLiWCsystrDdKfN5xyx/3ncvNPmRthNoiz2cPdnJA9bl39SU/pUor2t4FyWIJ9F7Wqn2lTihrTFTC1BYctO6egAOO+lemSeaYzgFkdfSw7gWRYTdA4SAj0yfyNPhGZyixOu5YbQFDW11u9HtpdeJqzfNfbYFkkad0wdDuBZElPU4hqpS6PFQ7q/wRd8kTlHmjUIrE6uttCzoV9wJpR4fmX6Db7XOMapmSeompzN3s7cYoG2hjri5j2GY0BIiFVEx+os8Fm60s62ZEmfLLby6PYS4YMMbq6GsHVA/7OhQ72gi3a+S669zonudx7yN1pAWwcJ6vcTbxSgv7zacCa6YjDdWw7aUgp199HwBQRQQPW7McJBSu5Ncu0yhDSotVYLNGYb9u4w5NxiybNGlpAmKAg7RiohwBSLkjDppQyRjWEgYHhJ1B0ndQaZuI69bKOgWKrpMxZCvlEBdLomyiHUsUh27VMEhVXDLRXxSHr+cxy8WcIsVPKJx6IJQcIkaDtHEJ+ZpkRfoUg7o0uKM29uZdoY5cLip2xVqNgtOqw+rqiDtHjRAczaPZJjYdQPB8AIKq2KIl8VRlGYd1T5Lh2xlTM2T9Y6T6rZxttCLXFAJFkNI5TJ6No+ydoDXo1Lx2njFN0RE2+FLtj3G1CyPhqf4v/v9pHdshHfCEFtB3NjFu2Bns8PP6dAoo+pPGFGrPNw6x19FfHgWfWg7+7C9j3fBw8RKG++HO3nSvsUXfZO82R+l0OPGtq7y/7P3pjFunXua3+/s5CEPtyKLxa3I2iRZm3dLlu1r3/120pPuHsyHTiMZYBCkEWAGmABBgCTf87UHGCQ9nQ4m6JlGkEED6Zn0DLrvbd++tmXZkmxZXmRrq407WVUs7jvPkg+nJMuyZUuW773ubj0AccjD97znsMj3rfN/3uf5/5Vig8BGlr964hi/ZXzCGX2T4GqL7kqY0E0VrdDEs57kbx4/xjOxi/wofo0/WU0zF41AfY/ARoSftk7wvWSdHyRu8OerC/jP+/DkWww2Y1w9HuVZT4Hp6ggrOYe4VcHYmOeNwRFg+9c93B8Md6ym3pfdgS+wO9xtcbi1vSuQ+lJ1wt34KnXCPT/P5wmGL82b8PeRTLgTX2A1+PL2D0kqfObU92d9uGd/X6ZSuPU+fLFKQRI+3+4zygQ+l5zxViEHuD/bw211wkP+BARBkID/HfghUAbeFQThLxzHuXpHs98A1g4ep4B/dbA1gf/hgFwwgPcEQXj1rmMf4REe4VuEbwWhIAkCP28dJbBtY/cHjE+mmVtqcVjp8J/6h9E2PcjlAkRCdJcF/qvoNUTg5/uPEdgE9vZhPkpnBX4vdg1dlHi99xjeTRWtUMVWFPpLfjwrXV72Xadnm/z1/jH8GzJaYRcbmGQj9FYt/kn8E5KSxOWphzfKqwQ3QCk2XHVCOkZnReTYUpWX9JsoSLw7WeCN8gqBDRHfVsstOxkMuIHGKhxeqvGT4EekZY09a8IvBo9zrriMf0MhtDlGLO9iDYZIwQBmdp72qkpv1eKxpSr/efQjntHqhA9qy1+eRFxlwi0yYQOCW1O0YhNnp3E76ZpkGAjRCLOFIMOEh8GCxCjuMJk30WMDVsJtDgV2WfPuklX3SMltIuIUQxTQBQVFcIMKSRCxDm5EbBxMLACsO242pIN/jCIiMhKyALqgYjk2YdEh7lgMnS7LcoemWqPiCVHwxVgPzHMzOE8pFKIf9DENSkwNFZ9fQtcVFE1FaDSx+gOsbh/RsvFYFoIZQbBVOhi8yQqS4KCG3+cZrUlY9PKUtksv+hHdmYero0XkgUp0OI80nrjZ8su7hIIak7CHc5FlDvnqxKUPScsaPwpc4cOlFNu1RXy1MN599/v0bXUILM7xZm6ZV4IpflPf42XfDX6WO8rWyhKB9Ri0OwcBQYY3jqzyD8Pv8Yw25EfzV/mXKxkm2QhKtY5WaOLfTPLTk8f5sb7FS/pN/vXKGfpLBsZNBa3QRN9I8vqTj/Fs9AI/iF3jX63kiMUisNsgsBnn5/uP8Y+Mm/wweo0/XF4mGgkhVpt4NrNceG6Z3/TfILrUZJQN4SnXCWzb/KJ1hN/y5X+Fo/rh0TU95LZNnOmMXk7nxGKemGTzJ83HMLZE2G/hpObprZh817jKnu3wVnmZ6PYMZzhiejzLZGXMi74bNC2L1+prBDdtnEYTIRqhvSLyw/QGGcnm7UmUq/kki1sz7GYLcT5Ke1XmaM5VNLVt+HnrKJ4ND8Zm21UnZFO0lxXmVhr8wPgEv6BwdmLwWmUNY0PCt9l054NQkMFyiO6Kw+lsgVf0GwRFD9dmM/6yeZLKVpT5ddC33VVvUVUgMU931UdnFXIrO/xn0Ss8q+0SEHVq1pC3Rjn+cs/NmWCsu8qE22RCr+eqkyIh7GSMYdZHNyMzyDiQHnEo3uDpSJEnfAWOqDskJYug6EERJGaORd+Z0LQs9myNuhmhboaoTUPsTQ0aUx/tiZfeVGM0VZiaMqYpYlsitiO4N6uCSyiIko0s26iyiVedYagTQtqIqDogpvZIqG0W5DYLcoeYOCIiSeiCSljS8YsWEbHNgtwjqbRIaB0uezNs6jG6Hi+WpmBrAXRFQpJlrP0WVq+HBOiAI0ZwJJkNcYGfyccwxBGanich6Tyr7dKMXmFvxU+pn0Dr6oQ784jjCVZjH33bR3AuSjUW5WehExxSdjmmenhFv8GlbI4Lq0cwSkF8u0F3ftjsEshGeC23xg+Dn/AdT48fGJ/ws+XHaK9ESWxEsQsV/Fs9PBshfnb4GC97CzyrVTiaq1JaWcL/cQR7Z4/QZpJr+QRXMlHOaE2+k9rk1eXnCEcjOI0mwa0FXquv8d9G3uZF3w3+eOVFJosRlHd2CW3NOF/Jsbfg8B3/df7t8gs48QhCaQdjK87r3cf4H2PnOJGpsre0ROD6jOC2yc93jwB/9Wse7Q+Gr2V3uB2offr8c8kYb+HuY+4F2354dcKDWh1+mWTCt51IuBMPqlZ4GFLha1gfvpZK4V4VI+48x23cUULyHskZkW6pDrhv28NniIWHw3PAhuM4WwCCIPw74LeAO0mB3wL+reMOiguCIIQEQUg4jlMDau5HdnqCIFwDUncd+wiP8AjfInwrCAXbcbhUWSS9PUaQRDpLCt9NbOARBH7RPEJwy8budLGOLzNZHnNK36BsyrxfzJDdmuCMJ0wWQ1grI87o6zRuBQ9bbvAgzoXpLEs8n8qTlWd8PA1wqbhIfMvC3jtQHixrRJcavKTfxMLhtd5RulshcltTNzu74ae75Ge4OuUHsWssKTY1y+LV1nFGmwHSWzOo7wHgJObpLCs4K0N+NH+NE2oXy1H4cBrl5zuPYW76iW5aaPl9N4u7R4PkPN1lne4qxJcb/Mb8J5z2FIhLXvrOhI+nBj/tnODN8vJtMiG0OUHL72PvNtwEcpKEGAzA/BzjZIB+UmWQFBgt2IjxMdlom8OhHR7z1VjT6mTkNjHRPFgh9KIIEpZjY+MwcUxmjsXEsZk6DhPHtTTYCFgI2I6AKDhIuLXnVcFGE1zf9C1lgyJIaIKMLqoERYuYMyMp7ZJTmixrOyx7F7jmT3AzME85EKbr9zDzS8x0Hb9XRtMUpN191wvf7yPaNh7LRnDmAI0OBmfFFVTRxBO6zJPagLjk5bSnQDPmp7XiZXcQR+3rhHvziJMJdquFVtAJRRaoz/n568hRjnoqfNfT5YTa5SfxT/jDlSidio6nMg/dPtT3CG0GKOWCvJo8ztPaz8jKEj+OXeUPVlL0l/wEigHs/SbBrTj57SBvLB3hSe09XtJv8u+Wn6G9HCN+PYS9t09oK87lYoYbCwGOqz3OpLZ5a+VJgnNhnEaTwLYbNPw3kbc5o6/zvy2/wngxhFauEdye8EEpTTktc0rf4F+sjJmlIkhXtlzioHmEf2Tc5KWFTV7LncJ7QSSQH/NuOUsv9SuoN/4NYjJR8OX7CB4PnWWJ341eZ+o4vFlfIbg9wxlPGGYDxHNN1pQOF8YpxlsGeqEJqkI3p3E8u82aMuLCeJ7qdpS1/AhnOmW6GGG4PON7Aff+5Bedo3g2NfT8HrZlMc3O0Vu2+EHsGjFJ5tw4yPlijvCmjVBrgCIzWYzQW7H5neQ6R9UeHdvh1c4x2tthMpsmQm0XRxRwUjHaKzL6aosfRT5mVXHo2GPeGBzlfDmHsSET3BpCbRdnZiIlFxgsheisiHhX2/wwfp0z3m2ikpuM9dJkgZ/uu9UcfJvKQc6E9mfIBCkawUpF6ed8dHISg4yNnulxMl7ludA2T3iKLCtdoqKKJqjYOHTsEQ3Lom7plGZzFKZRSuMI1VGA3aFBZ+RhNFKxRjJMRMSJiDgTEEwQLJAdbhMKjgC2BBMZRopDS7NBs5G8Jl7vlKB3TNQ7IK23yXiaZNUGGWWfBWlI9BaxIHrRBZOQWGFe6jGvdnlHW+IjT5KuZmBpMpbix5BFJEHAajRvkwo+ScSRQ9iywsdqCr88ISCNedGzQ1Tycsa7TTUe5v9Z8dHuhtA6IXy9IWa1DrVdgps6o5iP8/M5njAOkZavsqpI/CjyMR+tJGiXwujlGHS7CLVdQpsGpeUwr6aO8bh6lqPqjFeS6/z5SoRINoJa3UGo7BHcCvBOKcvHsTle9HT4cewq/2JlkeliBLm2g7fQxrsZ49WTxzkzf5bvBa7y/6084ZIG1TqB7SE3t+f4cHWBM54dji3WqC0tEftAwVtoM96a44PjSc54Kiws7TPMzqFvlghuzXizvsI/j77J96PX+T+WVgjqXnz5Ptfz8V/rOP/auFN9cD92B+4iDb4sGeMXnetOdcIX4euqE24ff59WhwfB31Uy4U48iFrhK8pKfikexPrwVef+KpXCrTZ3qhS+MNEj90zOCAdkw+3z8KW2h9uVJFyfxDeRlDEFlO54XcZVH3xVmxQHZAKAIAg54En+VhW9foRH+PuHbwWhMHZkzG0DpVqFUJBeDl4K3GTPEvignCJbmADQy3k5slgkJ0/5j/0VxG0vankHvF66OZWT6Q1y8pS3xwvUC3O3g4dZOkJ/2eT7oasogsgb/SOQ1/FtuzXZrUOL9Jbhv0hssCybFEyR13YOYWyLaMUm9syEZIzOssShbOW2OuG9yQLnKzmMLRE9f5DxPRRksBSguwzPLJZ42XedsOhx/c6d49zMLxDZAv9WD3u3AYAYm6O/FKSzLKIsd/l+4iYv6TdJyxozx+LGTObnvWOcray4ORO2DpQJd5IJByuSTjzCKG3QT8kMUgLjxIzQQo/D0V2OG1WOe8vk5H3i0oygqKIJOpIgMnMshvaUoTOjZzv0HJmerTGwNYaOux3bCjNHYuZ8+rNRBBNFsG7XozfEET5xgiFOMYQ7VQ8SftGDV7AJiiYxsUFK6pBTG2Q8aT7Wk9zwzdPWDSyvguVR8WshvIqEKMvYzTb2cAi7DTQgKERxRJWObHBWXsEvTdDFyxxXLNKyxkv6TXYWAvx5X6fTDaB2g/j7Q6xKDXu3gX/LRyAaZCMW59XQcZbls6wqHl7Sb3JhcZlLy4cxygF8O+4qpLfQxtiOcX4lx3thV6VwRl/nP2VPUF1exLg5h3Otg1ZsYmwleO3YIX4neJll2eSlhU3+YjlGNDkHH7fwbfdhO8AbR4/w5Nx7fD90lb9eOsE0HUGu72LkR6zn57iyusCLnh2eyJTJL60x/56GWm4jbcd558klftu/zpFMnVZ2kdAVMPJjPiil2UsLvBS4yV/kTpEIBVGqLWb5JNefDAP1X/n4/roQpgLiThMnFmaQM3nWu8WW6WenEOFIsYvg9dDJyfxwYRNDEDnbOYKx7SZqFCJhusvwe9HrKAj8onsU/7aMUq7i+HS6OY1crsoJdZeqJXG2tkpg24bdfUTDTzPnIby0z0v6TWaOzWu9x7C2/BjbQ+x2B2k+RmdZxbvc4fuBqwRFlXNjj9vPpohvu+XOB5EQvSWD3orFT1LbnPYWUASVy1MPrzYeY7ZpEN0yUYqN21aHWSZKe0VhvDLhJ+ktvue/SlZWmTgzrs58/Lx9jEulDNqWRnDLwrfVdXMm9Ae3yQQzE6O35KObExlkTSKZNs/ESzwf2OSEViYrzwge2BsmjknDnlI1vWzO5tkYx8mP5ij2w+z1fQx6Huy+gjQQkUYC2khAmoA0AXHmIJggWhysbrlkAgeEgiODrYhYmoilgelVGHk99H1+av4gW0aEmD/Oor9FzrvPqmeHFWWXpDw6IDtkEpKELvQIiTfcspXKmEtKhqYawpFkHNGHIbj/zG6TClUBnyxiKUFsVeOSJ0NEHRKZ6/OUOiYrq3zPf5VyOsxPO8dotzTUVhS533etD6V9QvMatbjBq7HHeNxb4JQ247S3wIupbX66HKBfMDBqQexmGz3fxdia4+zqKj8OXuFl75DvB67y06XH6CwFid+MYO3uYWyPaGz5eW3tMU5pLmH4J7lTdHJzRK8asLtPYHuOt2rLlObOcULdJZfdo7OUJHZFR6408W8v8nr3CC97dvle9Dp/tLTEfCSMs9fE2I5xtnOEH3prvBjf4tWlOD6vB73YpZCPsHXEz7PeLf5gyYRoGHGniXc79Gse6V8DX2RreFC7A9wV+N8VQd2ZjPFz53duqxM+u//h1QnfmNXhfsmEv61Ewp14ELXCPUiFh7I+3HkdX1OlcPv4WwTFF/R9r+SMd5aTvGWBeCDbw13777RCPAS+6Mu4u9cvbSMIgh/4f4H/3nGcz5WpEgTh94HfB/Cgf/0rfYRHeISHxreCUOjbGtGigNPuYh5ZRMgOOarucHUax8n7UCs18On0siL/YG4TEXijfQh/AWi0IBqml4PvzK2jCSJvdg/hy8so1RqOR6OX9RBfbPC4VqFp2ZzdW8XYBqm+j6Np9Bb9WLkxLxk3UARGNBQ7AAAgAElEQVSRd0c5CsUoi9umG2D4vAwWA/RzJi/H1lmWTRq2zeudxxhvG0TzM6g3QBRwklE6ORl1qcv3ItdZlk2GjsW740Xeqi3j3VYJ5qcItQbWaIwUDjJLz9HNyYyWprySLvAd/3VWFQcRkS1zwrnBcV6vr9EuhA4SMLo2hzvJBGkujJWIMkr76C7KDNIOZnJMZqHFyUiVk/4Sx7QyGXlIRJTx3kEk9O0RHduibcs0LYP9g2SKHUunafoYmBoDS2VkKZi2iGl/mpZRFi1k0cYrzfBJU3zyhIg8ICgNick95qQ+EWlISJwSFN2VR/0gUDDEKRGpTkzqMq90iaoDPvIkKXvCWJqGpSo4UgCv5GaIt/Zbn5IKkkhQnsNWVNpqiNfVNSLyAMP/MauKxqpi8V3jKpV0iNc7h+m2VbTWHHJ/4JaSrDUI5nVG8ypvxZd5ypcnKZdYlh2+F7nOR0tJOqUAejEK3S7UGwS3Q5S3DV7PPMZpT4VlWeTl2Dr/51KS4WIAX9ELu/sE8zEKhRjvZnIsG3leCVzj3+eeYJD1Y6xrCLUGRj7A2b1V/nHoHU6oNeKLTXrZKJGPNZRqE18+w+vdI3zXu8fLkXWuZNeYj4ah0cLIxznbOsQ/9K/zcnSdP83miPh9qNU2TiHB1acXOKHVELJDZokw8vUiRiHFW4NDwLVf0yh/cEhTsGcDJifSxBZbpOURf9Y9ia8gI+w1IRKin7V5wVinbducr2cJFEyc4YjZkQzT7IRnvVu0bZsLOzkCeTexq5CYp5cT+I35DSKSxJv9DI1iiNX82LUyrObo5QS+v1AgK88omDLndpYxCqBUm1iAmYrQy8GLiSJH1X16tsDZ/hPsF8KkCybsHMwHiSjdnEQw2+SV4DXSkkLTmnC2f4JPSgmCefDl+9j7TQRJgniMXs5LP2dzaLHOK8FrHFYmiGgUTJOz/SO8VV2CvI/AtoOxPXCrOXT7bs6ESAgrFXXJhCWRQc4kvtjkufkCLwZuckKtkZFFvIIXG4eWPaJqSWzNFrgxTnBzEGerN8dOx2DU8SB2ZZSegNIXkAcgDx3ksY08cZAmNoLpuKSC7SBYn94rOpLgqjNkAVsRsDQRUxMwPQKmLmL6RGZ+iYGh0Qv4qAUD5IMRikaEsi/CYU+NZaVBUhoRFD2ERS8eZYom5NHFCV5pxgUpx44QAUEGfAQcEG0be7/p5lSo7mGoMqbHoKX7eMu7xILWYS7wPocUkcPKhFeC19hanGO9mcG77yW8H0MYjLD3m/jyAYxEkE9SCc6Gj7AmXyItqbwSvMb5bI5uLoJ/OwrtDuw0CBSClAthzqaP8JR2gaPqPqeTBc4unSSSnkPc3UOpNjHyOud2limELpKVZ7yQ2ObVXJTofAR7I49RGLNZCHN5dZHf8Rf4zvwGf5ZNEZsLY9d2CeQt3q4v0Yy+zrPeLf5lbsI0FUau7xIomJyvZ2nP27xk3ODfZ0/BnDtv+ApzXBou818GPiKWaTFKB/EUqwTyf7uUS3BXSbsvCX6+0u5wZ7vb/d2H1eHO09+tanhIdcJn93/5dTwiE+7C/aoVHoRUuBP3UhN8AyoFR+TzBMU9+7n1vd1le7jz+YPYHu4aQ7crPTwcykDmjtdpoHq/bQRBUHDJhP/bcZw//6ITOI7zx8AfAwSEyN+xH/PfAXxpXpG7vq4HafsI30p8KwiFnulhuWjimCaDjJfjqU0iIrzVW8NfFHBaHZzFBQZZk1O+DZo2vFfNMF80cSYTZqkQZnbMae8mTcvi7d0lN3hothFjc/QWRX4S32JBgjfH82yVYuSKblk5MR6jm5U4mq5xQt2lbbtkhTevohfd0otiNkU3KxPL7vGi/wa6qHBx5OdCLYu/IKIXWm4gEgoyWDTo52xOJ8uc9m7hFzU+mZq80T7CfiHMfN7GU2i716YqEI/SzXno5WyWs7t8N3SNE2oLr+B6pd8d5/hF4zCV4hzGtkQwP8NTaLs5E+4kE1JRBot+ehmJfsZBTA85FG/wTKTIk/otr7SDX/R+6pW2R3d4peeozsLUZgde6YmPzsRLf6YynKhMTQnTlLAtEccRbv8vFG57pS1U2ULXpviVKUFtRFQ78EorbZJK63Neab/oQRMsDGFMSNxkTuoTUoZcVjNsqDF6so4jydiyH5/oqvhukQriTgOPJBFUwliaQkWb4xeew0TkPoa4RULSOap0+G7oGsVsmEI7idbyEGlFEQdD7GYbTyFAYD7KbiLMG9EjnNQqHFNlTnu3eCa1ylu5owS3DXzVAHa7g17s4s/PcX41x9XwHN/19nnRf4P/sHiSbi6G73oEu1BBL/bwFsK8cfwQP/ZtcFRpcDRdo5BdJjAXxt7ZI1CYsVWc50p2npe9+7wQ3+Kn2Xki0Qj2ToNAIcWFndztoMHMjZmmQiiVOkZxxvu1FM0UnNI3+aPsd7HnwwjFOv5ikrd7q7zsrXE8VWUns0LgYxOjZHJub+XXPdQfCNLERpAEuosKZ+J5PILAueYKRsHG6Q+YHU2jZAccVXdYn4VplkLMl3oIskwv62EtXWZZHnJ5GmWnGOFQcQizGZN0iHF2wgs+V33wZucw/ryMWtnBliRGmQDj3ITvBK+jCwrvjHNUC3Nk8yZ2w7U/tbM6Zm7My6HrREWVj6YSZ3dX8eUlfIU2dqeHGArSz/np5Wx+kszztFZBEjSuzoK8sbeGnPcQyJsuuTieIMXmGGeCdHMinqUO343d5GmtQkDU3eou42Xe2FujUwgS3obA9gip0sBqdwAQQ0HsZIx+7kCZkDNZyO7zYnyLF4x1Tqh1EpJL6E2cGTvWhLzp5/okyceDFDe785TbIQZNL1JbxtsWUbug9BzUvoUysJFHFuLYQhybiFMTTAssC8G6a7VWEHAkESQJZAlblbE9MrZHwvRKzHwiU7/IzBCZBlSmQYV82MNu2E85FKISDFHXqxz1VMjJfeKShl/0kJWnqEIFVbBQBIu3RZsqUXBkBFvHMGOIloXVbLtKkopCwCNj6l5aviCv+Q6RUNpExA3mJZ2ntQrbsZuUcyG6e0G8u0E87RDW3j5SrUEg72OQ8vBGYo3nfeu86BnztFbh+WSen+ZCDHJ+/BV3fvDle/jyYc6trfCbgQ84qVq8ErrOa7lD9Be9hDYC2I0mgcIChcIc72SXOGTkeTFwk/+YO8lwMYB3W0KttPAVUrzZPsRv+rZ5wXeTP82dZpIOoRYr+EsjbpbCXD8c5Sm1wVpql85imsiHMnqpR6kYZv2xMEfUPZTFAZNUELVcI1CwObu/xj8OXuF0PM/bmWfwCgJGafJrGuFfD7dvOz+jOvgl2R3ulYzxiwiAb1qd8BVVHR6RCffAN00q3G/Vh7vP/3VVCvClJSQ/s6j/DdoeXBKCzyp5Hg7vAmuCICwBFeB3gd+7q81fAP/sIL/CKaDjOE7toPrDvwauOY7zBw99JY/wq8P9kmK3konezzF3KnAe4VuLbwWhMJ3K6OUBgqbSy4j8dmSLmeNwcS9HoGTiTKeMkn4i6TbLcocr03nGJQNP2S0N18torCZLZOURH07nqJcirJXGMJsxTYYYZk3OGBuIgsCF/ipaUcNb2se2LGbJMP1Fm5fm1olJMpcmOpdrGYyig7jTxJZEZqkQ/UWH34jnWZP7dGyBc/1DtIsh0kUTdpsAOPE5ulkZNdvlO+GbZGWHvj3hnfEq79Yz+AoSRmkEu/s4loUUjTDMBOgtiijZHi/GNnnaUyJ6O2/CHG+0j3CtvICeVwgULLylHuzuYw8OciZEQlgJl0zoZl2vtJwZcHShzqlwnie9edaUFjFJxiu4ZeD69pimbVK3NKpmjPyBV7oyDrE38tMaehmMNGZjGWcsIUxFhJng+qXtTyWlt6XNIowVh5Hi0FZtBI+F4jHxeSeE9RExb5+Ux/VK59QGSbnFgjQ6UEqoBEQPijBFF6oY4ghDGuORZlyVFuiLPhxRAvz4bBAdB3u/iT0YIu3s4VVkAp4glkfhmm+BNz2HWJA7GJ42UcnL054Sm7FNqotBevsG3kYAvRXC3NmD3X2MgsEg6eWd5CLvBJfIyhtkZYGXQze5tLhINxtA3577dBWyFKRcCnJ28TBPaedZkyecjuf5q8Uos1QIuVxD3GliFEJcrmW4MR/klDbgpbl1PlnMMUuGEat1vOUenuIcF/qrvOzd54yxwZ8vPsNsIYhcruEvjVkvhblxaI7H1X3Wkru0MovMXZbxlnuMS2Gun4zxhLZLJN1mlAri3ZgSKJlc3Msxi53l+cgWf5pZI6ip6OUBNyvRX98g/xoQZhZCyE8/I3DK2KJpw8fVBNnSGESRXkbjRKJARIQ/G67gK8qIuy0IGPQWRX4juoUuSpzvr6EXZOR6G8frpZdRyaWrrCktqpbMpXoGo2jjtNqIwQDdRZlcusoJtUbHtjnXXsVbVPCWmjjTGUI2RW9R5HBqh6c9JWwE3h2tkS/FSBRtxPq+m750PkJ3Uca32OY7gRskJJU9a8K5/uNslmNECuAt9dzEjaqCE4/QzaoMsyYvJUo871snIamMnClXpmHeaB9mszSPvyARKMxQKy2sZsudS4IBnAU3AWMnJzHIusqEF+NbvGTc4IS6S1LWkJHo22OqlsX6LMqHwywf95Kst2LsN/0IDRVvS0Rtg9Z20LoWSs9C7k8RhzOE8QRhMoPZDMc0wTTBdrAt6/PfnyS5N82yjCTLSIqCoykoHg1NVzD9KjNDYhKQmAYFJl2VcVdmva/RHOk0wn6ahp+eXmCs7JOULLyCSloWEKkjGm7g9KYtsmNHECwZaebDN4shmSZWp4vVbKF6NAJ+hZlfYcuI8YbvEBllnzOeHglJ5XnfOp8kEryZ9dHdVdF2I4id7m0S0UhH2EzPcy56mMPKOyQkle8EbnAuu0R3MYxvw50fxJ0mgUKQQjnKu6lljqs3eEIrcyi5QymbIxQL46x38JZ6eIsRzrVX+Qe+mzyhVcmlG3QzSXzBAM5+C6OY4FI9Q3VBYk1pkU016C0mib7vRa610AsZzvfXODPX5Ex0iz9bXGQuYCDsttBLYd4ZrvBU+D0eT1bYTh8m8q6Irzzmai1OMwdnjA3+evEZ4oYfpdr5lY7rh8YdloVb5SK/DJ+zO3xhn/ewO3zpddyVjPHufh5WnfCZfr9hFcnf9RvzB8mrcF/93UfuhYdVKcCnyRm/5NqFAzXDPW0Pd7a9pTS4y/bwxf26B9xZPvJh4DiOKQjCPwN+hktv/F+O43wiCMJ/d/D+HwF/iVsycgO3bOQ/OTj8BeC/Bq4IgvDBwb7/xXGcv3yoi3qEXy4epPTpvfZ9WR+PiIVvNb5y9hMEISMIwmuCIFwTBOETQRD++cH+iCAIrwqCsH6wDd9xzP8sCMKGIAg3BEH48VeeYyYgNboQCjBI2zzlzVO1VErVCN7qAEGR6adlnpqvEBJF3hmsoJdFxEYLIWDQTwucjm6jixIXByt4SwpKrY2gqgzSHiKpNkfVOg3L4nxjCX/JgUYL0euhn/agZgY8690G4OJwhWHJwChNsLs9hGCAXlqDzIgzxgZBUSVvqpxvLKGXJPTSwK1Z7/cxThv00w4nE1We82yjCyoFU+J8Z4V+KYBRtFEqbexeD9HrwVqYo5dRGGZNHk9WeN7nBrM2NtszkfODVS7VM0glD/6Sg680RKgdlIYExGDgIGeCj17GJROUxQEnk1VejGxySt/kqNoiKbure7ckzgXT4co0yrujZd7sHuJcc5ULezk+rKbYLsdol0JYRR9KUcNbVPAVJfxFEX9JwF8Eo8Bntu5+EV9RwltUUIoaVtFHuxRiuxzjw2qKC3s5zjVXebN7iIvDVa5MoxRM93psHPyih6SscVRtuSuBkU1OJqsoiwMGGZteRmK46MOJR9zEk+DKvHf28ReH+EsOUsnDpXqGc/1DbM9EbGyyssALvps8nqwwXDTpZRSshTlErwe710OptTGKNoOSwbn2KgXTVU887SlwMlGln3EYZQxEvw+710cvDdBLEhf3c2zNPARFlTPGBkJmSC+juavE3R5GecKwZHBpuAzAs95ttEyfftqD6PW4EuSSw/nGEg3L4qhaJ5pu0894EFQVpdbGW1a4OFhBFyVOzeXppwWEYABhv42v5I4DQxB5ar5CPyUjKDLe6oBKNULVUnnKm2eQtiEcRNrtoJS0B58hfo3zApaFPRdgkp5yTK2yNYtgV3SUHXe89VMCp0Pb2MCF5hL+slslxoqFGKUtnvFt0bMt3t3P4i87OO0OQjhIPyPwXLRARJK4MknRKQfxlcfYozH2fJh+Bp6LFliQYMvU+WAnhVFyEPaaCKrCOGkwyFicmdsiKTnsWCZvtVfQSir+0sglCHxeRpkA/YzDkwtlHtcqSILAxizA241llKKGUTIRdvZxZiZiOOTmPlkUiGVavBja4IgyQBEkSqbN+cEa79XTqEUVo2jhLXWxG02c6RRR1yE2xyhjHFRzsIlk2jw3XzhQJtxBJjgTCqbDB5Mkb/UOcW5/hQ9qKRrlEEpRw18S8RcdAkUTozRBLw7Qym3kahNhZ98lM/ebWK327XKNVq+HPRx+7mH1eljdvtuu1cbeb7r5LXb2katNtHIbvTjAKE0wSib+ooO/JKKUNBrlEB/UUpzbX+Gt3iE+mCQpmA59Z4KMRFLWOKHu8oKxzul4nkimzSBj083IjDIGzEcRdR1nOsVuNPGWuhhFC62k8n49zfnBGiXTRhEkjigDXgxtEMu06C8KjNIGYjiEM3PJYqNkopRU3m4sszELIAkCj2sVnohX6GccxmkD0ed1VQrlEZ6iyputVXYsk7QML85tMshYjNMBBFVB2GtilBw+2EmxZerEJZHno9v0M2DPh7EnE/ylMb1KgA/GaSKS5L6fFhDCQZxOF3/Z4eJ+joFjc8q3yTBjYsVD2P0B/pLNheYSNnA6tEU/LSD6fSg7XeyyztYswhG1ziQ9w54LQLP9t2te4FNSG7i9qnp3/oQ7KzgAn67435U/4WHsDp/p916v+QbUCXe3fRh1wt+Xm/H7+Zz3+Ht9adUM+Mz384U5L+76vr+wzX38br4Ud/1WBeeLf99323GE2487xtFdpNs3oE44OJ3zl47jHHIcZ8VxnP/1YN8fHZAJOC7+6cH7JxzHuXSw/5zjOILjOCcdx3ni4PGITPg246ssC/c7t95P22+SLHyEbwz3k+72Vj3Yx4DTwD8VBOEo8D8Bf+M4zhrwNwevOXjvd4FjwE+APzyoR3vvi5iC0+lixoMoqQE5ucP1aQK1rCLtdhCCAQYpgWcD24wdm3f3sxhlG3swvB08PK1vM7Qt3m1l8VUcnFbngAxwA64FCdZncxRqcxhlE6fXRwiH6KdFji3UWFW67Fkm55vL+MoiarWLMzNxYhH6GZHDyR1OaFVsbC6PcmxXoxglG2mnDZbl5nFIyziLI14IbZKVLYbOlPfGWS7X0/hKEr7yGBpNHNtBjIQZpXz0MwKRVJsXQpscVffxCu4q5nvjLG83lumVA27wXpog19wyhjg2kt8H83OM0gbdRZl+xkHODDiRqHImvMkpfYPDSpe45EUTFIb2lB1rxI2Zl/fG7urWm601LuzluFJNUi3NMS37UEoqeknCXxIwimCUHIySjVGyMErmHVvzrtfWQTsH44Bk0EsSSkllWvJRLc1xpZrkwl6Ot9ornO+v8d44w42Zl5o1YmhP0QSFuOTliDLglL7BmfAmJxJV5MyAfsahl5YZpQ2Yn3M/v+N64qV6C6M0wV+EXjnAxf0c742z7FkTvILKEbXFC6FNIqk2/YzAKO1DjITdm4ZGE195jK8s8cFOivfGWYbOlKxs8UJoEyczop+WIRYBy0LaaWOUbLYrUT4YL2Jjc0KrciixSz8tYkfDODMTtdrFVxY531xmzzJZVbocX6jRT4sI4RBOr49RMSlU51ifzbEgwVPzJfopESEYwGl18JUdLjZzDG2L524FDdEgdq+Pv+KOg7FjczqweZtskHY7qBWFTyZJcnIHJTXAnA/g9Hr4yl9/ovh1zAvYDuOEn4Vki7g04/Iwh14RodXBiQQZpS2e8ubZs0Ru1mP4K1OwLMZJHX+qy5qyT9n0slFz33PGE2YLQUZpk+f9G9iOw/nuKt6yhFLvIEgSo6SfaXrK8/4NFEHkg3GWfjmAvzzF6fURAwa9jIqe7vOcvokmyHwynedKPYG/5KDU2u7KfTRCLyUjpoecCW6SlAU69pSLwxX3ekrgKfdcMtKjYccj9DIyk8yUZ+ZLPO3JExY9dOwxH05SnN9fol8K4C/hziO7rkrHTcYaZpoK0TsoDalnejwTLx3kTKjfRSYIfDBJ83ZvjfONJW7W5pmU/OhF+WCesTBKU/TyALXSRqrvw14Tu+nOPVZ/gD0c4kwm7ue0P69M+Ox3aOGYrjXNHg7d49sd7GYL9ppI9X3UShu9PMAoTTFKFv4i6EWZScnPzdo8b+8tc657iPfGGQqmcBepUOeMsc4z8RJ6pscg49DLyEyTQcRIGEFW3HK6u+4495dgUDY4v7/Eh5MUHXtMWPTwtCfPc/NFJpkpvYzsko4eDbvbxVPu4S/BRi3GxeEKHXtKUhZ4MbSBmB7SS8sQjeCYJkqtja/s8HE9wSfTeRQkntG38KV79FIKYugWITClXw5webSEhMBz/i2maVeJJ0gS8k4Hb1nind4KtuPwnH+LUdpkthDEGU/wV6Zs1aKUTS9ryj6BZI9RwgeWhb865WZtnj1L5AlPkWHaxJ4LQauDryJyeZgjLs1IJpuME36c0fjhZoLP4pc/L9zCXb7ve7dzPvf8dvB1Zzz5Tdkd7sRXBqbfoDrhEZnweTwEqfC12n3V9/kgRNCtpJ93//7u/kyfsde4m8+RC3c/vxe+WcvDI/x9wRfm5XgAEuFe+LLjH5EK3zp8JaHgOE7NcZzLB897uFndUrj1Y//NQbN/A/z2wfPfAv6d4zgTx3G2caVMz33pRcwcnJnJMKFxKL5HUBS43M/iq4LT62FFAoxTM05qJfZsmc2dKL7axA0eEjq+ZI81pcGOpbiBRdXEGY2w5oMMkzbPBrZRBPdGSq5oeGp9HMvCjAcZpGxOhbcJiTLrszDXd+bxV2zYbyGoCpOkn2HK4tlwgaTksGeZXOwuI5c1fNUpdquNoGnMkkEGaYHVhT2e8m6jiwpV0+Gd3hLdqoG/bKPUO26uBa8HKx6il5aYpKY8NV/hKe82cUlj5EzZmAW40F1hqxbFW5EwyhZq1b0Jd8wZoteLEI0wSQbcag5pN2fC0YU6p0PbPOvdYk0ZEZXcLO59e0zNmnJ1GubyaIkLvVUu7ue4Uk9QrUQwKzqesoKvLOIvgb9sY5Qt/BUTf3nqBtyVEXpliF7u4618+tDLffTKEF9l5N6wl6f4K6Z7fNl2A6CKiKesYFZ0qpUIV+oJLu7nuNBb5fJoievTMDVrSt8eIyIQFj2sKSOe9W5xJrzJ0YU6YnrIIO3QT8lMkgGEaATR68UxZ9jNFmq1g1G20MsSW9UoF7orbMwCjJwpcUnjKe82T81XmKSn9FISVjzkqhT6A5R6B3/Zpl9x/+5lE/yie8zqwh6DlMAsEUDQNOxWG191ilzReLuzwp5lkpQcTke2GaYtxik/gqrAfgt/xeb6zjzrszAhUebZUJ5Byma2EMKxLDy1PnJV49JwCUUQec7YZpiyseaDOKMR/uqMjXqMqqWyLDcxkj3GSR0cB19lwuZOlB1L4ZhWYZKcYUUPiIMqXB7kCIoCh+J7DJIazszEX/uK4O8B8KuYFwAGCYUnoxUUQeBSexF/1cYZjZks+PEle2TlLuuzGFZVR633EDSNflLmeKxOTBT4aJJBrHjQ6j2QJIYJD6FElzVlj6Zt8/5+Cn/FgVYHwfDTT8qkEi0OK7v0bJOLnSW8FQmt3sOZmdjzYQZJgePxGmtKi6Ez453BCqOK3513Wq4yyoy788GhxC5PefPogqtsutjKIZY9GBUTsdFy1QnBgEsupiGZbHLa2CArzwAomAoX+its1GPoFQl/2USptbC7ByqlUBBrIUw/rTJIA+kRJ+NVt5qDWiMhqZ8hEy6PFznfXeXdvUUK1TmEktcd92UHo2ziK4/QKi5Jx94+dquN1elij0Y4s6lLIAgCgiwjKCqix4Po9SLqOqLf/+lD1939Hg+CoiLI8oG318KZTbFHI7ffVhv29pHqLbSKu8JvlE38ZQdfWUQoeSnWIrzXyLjzxXjxM6RCQlI5odZ4PrDJyXgV0iMGaeinVayFMGIoCIDd7aLUWvjLJnpZYqMe40J/hYKpYGOzLJs8Z2ySTDbpp2Gc1F0F2Mx0FQUVE7Hs4WIrR95U0QWVJzwFDiV2GaQEzHgQQVVxWm38FZNxxc87gxWGzow1pcWx+TqDlIAdDeJYNlq9h7cicbGzRM82Oazskkq0XKWR4YdWB3/F4f39FE3b5rCySzjZYZj0gKKg1XuIZQ8fTTJERJET8zX6SQlB01DrPeyql/VZjKzcxUj2mCz4cEZjfFWbS+1FFEHg8bkqg4Tyjd6Y/armhc8mkHO4n/wJtwOkO3Mm3NreFXj9yuwOtw/9BtQJj/CN4qFVCl/e+R3PP3uscx9B2Oeqj9x5zF1k2d0VT7C5Y4zcCvruVuo80Kd5hL/PuNt687Akwhfhl9XvI3yjeKCCvHfVg407jlMD9yYCmD9odq+6snf39fuCIFwSBOGSNewjKDKDBYknQyVs4INWGl/dxpnOGC/oRBY6JOUR69N5qHlQdvtu8JCQeSy2Q0xyuD5dwKrpeOoDEEXGcR0pMeKkVqJnm1zuZNCrAmKjg6CqDBNepMSIxz1FAD4cLzKt+fDVpjj9AWLAoJ9Q8CQGPOPbQhcV1mdhPtpL4KsKqLUuzmTiJmNMaIwTM56JFFmWh1iOw9XpAh82UngrMr7aFPbbrjohHGKU0ILhRZ8AACAASURBVBkmIZ5s82xgm2V5iIzEjmVyeZTjw0YSseLBX3Hw1oaw7yaIFGQFMRxithCkn1Tdm9nkhOV4g1PhPE958yzLQ8KixyUTnAkl0+aT6Tzvj3Jc7CzxfiPFdj3KqOZHrSroVRFf1cFfsfFXLfyVKXp1hLc6QKt1Ueod5HobaaeNuNdG3G19+thz98v1Nkq9g1br4q0O0Ksj/JXpQX82vqqDXhVRqwqjqp/tepT3Gykudpa4NFzmk+k8JdOm70w+Qyo84SlyKpxnOd7ATE4YpAT6SZXZQhAxHHJXIEdj2G/hrQ3xVR3EiocPG0kuj3LsWCYyEsvykGcD28QTbQYpGCV0V9ZsO7DvkgTeisSHjSTXp3FmjsWyPOSZSJFxcsYg4doZnMkEtdbFVxX4eC/B+iyMLio8qefxJvoMFhTEgIHTH+CrTZnWfHw4XgTgcU8RKTFitODaGsRGB70qcLmdoWebHNMqSIkh4wUdRBHPzhCr5uX6NEFMcjga26G/ICNoGspuD6oebs7mScojIgsdxnEdZzrDV7f5sJnCBp4MlRgsSAiqirc2epDhft/4Zc0LUyYMEgInfSV6tsPNxjx6fQqiyCCh8FhsB0MU+HC4iF4TEVpdhICfQULgmWABgA/6i+g1AaHZQTT8DBISx2J14pLN5ixMrR7GV5/hDIYQCTJMCDwx5yqaSpbGx3sJfFX3NyKoCuMFH6OUydPBAjFJpmpJXG5l0KsSntoQezBCDBgMkhrjhMnT4SIZacLQmXJlnOH6bhxfVcBTHd7OnWDHQvSTMtPEjCfnKpzUKgRFDy17zJVJmg/201Dx4qs4eGsDnGbbtTp4PRANMUx6GSRFJskZy/EGz4W2OaGVycgiuujmYCibcGWS4lJvifcaaaq1MHJVQ68K+Ko2/soUT22IXG+7c02rjd0fYI/Ht1UIgiy7BILfj2gYiCF3DIqR8MEjhDh3sL21Lxxy2xmGe5zH45ILALaFPXYra9gt97xyvY23OsBfmf7/7L3ZjuRWtqb57c2ZNDPabObuMbimUEop5XAyUQ00GiigG3VTT9B39QD9HAX0M/Qj1E2j+6ovG+hGA3Xq5ElJKSklhUKKkIe722y0iTO5+2JbhCIUISmklHLAiR8g6E5yc9NJ7uVc/17rXwRXNf6VwLx0uLru8MeFvv4/ZWc8LCFROb60uWlK3nUe8u/aX/LaeE52WrA/k8RnHvQ1cajyHLWK8K4P+nleevzr4iZ/ym6wqXMa0uFXziW/7V2SnxbsT03qYUdrW2y2uFcxwZXgk9mI945RTOdmzu86R/tw6iBbTepDgnd9wL+W/Ov6JleVwcAw+XfhfZLTkvTkEeEYEVwpPpqPuagcxgb8pndJfCKgG6IOMcFVztV1h3tFh4GheGdwzf7EQAY+YrXBnwje22vb8k+tr4hPBKLVQKy3eBPJ+/EtmlLwi/6MeGyBlPjTnE/nQ3a14jeNrzicCITn/sQW4fFYPudnsAtFttfbfqB+Arrzp9ffxN8o3eFb8TI64S/HXztK4Zv9/txpD9+1/RskwfdFHWiNrO8ZIy/xEk/ir+3svyQX/m7xwoTC99WDffLQ52x75skrpf43pdTvlVK/t4WLaDSIx4pfeRcsK8GDWRdvmiJMk8PY5K3ejKaQfJDcxJt87TzEY8Hvwq+whOSP8W28iUQudY36/YnJK8MlN8yEq8rmk/mIYFJRb3f6o38seWW45DVrTVSX/GFzG/9aYk/3qKqm7rU5nAp+MZzyhrUkVSXvp7dYTUKC6wpWGxCSuh9yOJF0Trb81n9AKG0Wdc4fDudMr9sE10rPGu0PSNehGrTZnxpkpwXv9q75lXNB13DYq4xPij7/srnN/DrEvxYEVznGfEO93YOqka0GdT8kPnE5nArSk4Ib47Wu5uDd53Vr+3Vkgsq4KhWfFkP+GJ/zX9fnfDQfM7nuwJWLd2kQXEHjqqZxVRJcZ3jXB+zJDnO6Qc4jWESaCFlFOux5HT27rNaolT6OhSYdzOkGe7LTH/DXGY2r8kgsgHdlwJXL5LrDR/Mx/xLd4o/xOR/nY66OedKPSIXXrS2/9e7z++5X3BivSU8KDqeC+MSlHrSRrQYA9XaPMd8QXOX414L5dcg/b875pOizVxldw+FXzgXv9q7JTwr2pwbVoK3DmvcH7OkO/1oxn4T84XDOos4Jpc3vgy/pjLccTvRzRkhYbQiuK9aTFu+nt0hVyRvWkjcHMw6ngnrQRlU19nSPfy35w+Y2UV3ymrXmleFSOwWtJvV2R+O64tP5kKvK5oaZ8OpwqUkDz0Uut/gTyXuHW1hC8tvWxWOngUg7DR/Et2gKyS/7Ew4jE2GaeJOUi3mHZSX4lXdBMlaIwMdc7F50uL8wfla7YAUk45q33UumlcdhEmDP9gjX5TCW/Kalczje35wRXB9ToLot0pOSd9wLdqrmg+UpwUTvU50W8Ynin1raXnyY3sS8tnEme5RSFMMGyWnJbxsPcITJx9kZ60lLEw67/ZGQsAjGB37tfoVE8kk+4vNpn+BKYcwjUDWq1+ZwYtA+2oOu4bCoKv559wrpdUBwXWEsNtR5gWg2SU80CTI42fD75pfcMEsA7pc2/7J7ha8mXfxrQeMqR86jx9VdZKdNPm6yPzGIT2sGJxt+1/2K37hfcdss8ISu5nBVVXyUj/lv+1f44/KMyaSNfWUTXApN+F1lOJM9xkyP43qz0xEJZamjESxbRxw8IhG6bei1od+mHrSpBm2qUZty1KYchpQj/Xs10Pvp6+Nl9wlywfcRlq2rQZQldZJQb3aolbYfzmRP4yqjcVVp8vbKZnLd4Y/LM/7r7lU+ysdcVRWZ0n/nbbPgN+5X/FPngsHJhuSkZn9ikI+bXxOPcYycRzSONuLhtMO/7F7hfmlTU3PDLPl980sG4422reMA0WxS5wXGQo/59DrgD7vbTKuaUNr8zv+S9njH4cRA9draRi82BFeKz6d9PslHSCS/9h7QONlzGJvIZgO12xNMCqJJk4+zMxxh8vvmlyQnJcWwgVIKZ3bAmti8n+rx/0+tr0jGCtVpUe/2BNf6/d6pmnfcC9KTkqrfoj7EBNc1f4x0NbbftB5yOJEI18We7YmnAVeVzy+cK5JxDe3WX2gFnjPYf0a7YDmNZxyj5+onPIlvcdSe0U94tuOnw82fh58z3eGZrp53jS/JhO/FjyQVflQ0yE+Z9gDPpj08b/8Rz7z339Lnt+ooPN7/Hdf/Ei/xEi/xHLwQofAt9WCnQoiT4/4TYHbc/iK1Z59GVVG3m+SjknNrwUUZoqYu5mKP8D2SkeDXrQsqFO9HN/AnivoQU3eapOOKt9xL4rri/fUZ/kShdjtEs0EyEvyqc0lTGtzNRxymAf4k10JdnRbxWO/vSslV5fDpYog/UYjVBmGZ5KOAdFTz6/CSgRSsqor3tzexJybeNEMdxRWzUUA8UvyiN+MX9hRLGNwvG7wX3cCeWASTElYbVFUhW02ykU88FnRHW37XvM9tM0EimVY178e3+fNipNtd1zizgy6beUx1oBOSjgMOY4NkXNMe7/hV94rf+g+O1RwcLGGQqPwxmfAvh1f4Q3SLzxZDokkTa2LhTwT+RBFMaoLrHHeaYE12GLMNLCLUI7Jgu6Xe7R7nTtdJQp1lXy9J8nVu9E7nhNdr3Z5FpMUAJzvcaUIwyQkmNf5E4U8E1sQimjT5bDHkD9Et/hjffkwqJCrHEgYDw+ENa81v/Qf8qntFe7wjGdccxgbpyIdOiHQdVFmg1huc2YFgUmNPLP48H/F+rD/+JZLbZsLvmvfpjrbEY0E69nU0QaXJoWBSYk8s3otucL9sYAjBG9act/tT4rEiGwXIwEPtdviTDGdi8sfNLVZVxUAKfh1ekoxr8kGAsMzjLKLi08WQh6VHV0p+1bkkGUHda6HyHG+aE88C7uYjmtLg3fYVyUggWk3Uboc3VfwpOiWuK97xLkjHFXWniYoT/Kniw80pFYp3m5fEY4HwPczlHjVxuShDzq0F+aigbjdR25+WUPi57YIyDcxhwpmx57N8hDs1EZs9hA3SoeJt75JNrbi7HODPSqgqspFPMDpwbkVMKofreYg/zaEoKPoN8lHBO+4Fhar51+0tvKlArnZIxyEeOfijg04hUSXvHW7hTEzcaaz1VLoh8Vhwpz/jNWtNpko+iG9RTn38aYHa6pSLfBgQjxVv9ae8aek//27R46PVCd61oW3QZqurIHRD4pFFelLyy96Et4/RCZs65ePsjA9WpxjXjn6np1p/QFWVFgHshxzGNvGJwBjH/LI34TfBA161toRHEdZplXG36PHe4Tbvr864nraxJrYmKycV/iTX0V7L6LFGgipy/XxNU6cttBrIdqgFAXttqn6LctgiHzXJxg3SsU8y9klHHsmJp9djn3Tsk40b5KMm5bClU3J6bUQn1MRCq6HTt44RC6rIH2ssiGWENdvjT3J9ndfaXlxP23ywOuO9w23uFj2mVUaNIpQur1pbfhM84Je9CcY4Jh4LDmObuh/qcVtV1NEGe3oguK4xrh0+WJ3ycXbGrs4JpcvbziXv9q5JxyXxyIJuiDAMXfFhkuNdG3y4OuGLogvAG9aCt472IR8GCMdBbXf404Jy6vNBfItMlZybG97ozYnHAtUNUUWJO41xpibvHfQxv7Cv8UcH4pGDdBzkaoc3Eby/vUmhat52LslH+j2mqvBnOdfzkKvS49yKaIz2ZAP/uK/k82WfTa14x7sgGSoIG4jNHndici8fcmbsMYcJVb/5lxuDJ/Czfy88gnpiee7+54SF8xz9hEfO2qPr/y4C4VFe+/P6evzzt+TDf+tlvni6w0v8neFF0x6+T3fjW8ms57VTz6blPEk2fJ+Owndd5xPj6SWp8BI/OXSt+e9eXuIfFi9S5eHb6sH+n8B/Ov78n4D/44nt/7MQwjnWn30D+Ofv7KRWlD2P5mDPwMi5m49xZxKx3aNaDdJBzZvONZtacW/Vw5+Xup5838McJJxbK+a1yYNlF39WotKMqtckHdb80r8E4MPkBs7MxFoeEEJQDHyyUcm7/gWOMPkkOyGaNfFnJfVujwgC4qGFHKa84z3ElxYPyhafrob4U4E136PKEhG2iIcm1Tjn162HjIyaWOV8kp3y5aKHNxW4s0SLQFomqhtyGJmko5I3u3Pedi/pGg6ZKvii6PLB7oxo1sSbCvxpjlxu9YykoWe1y0GLeGSRjBRylPJmf8avGhf8wp4yMMwnBBjLY1m4W3ywOePeosdhFuBMzSOZUBNMS7xpij076Cobqw1qs0XtdDRFnSRPi689GWr0zeVJ8bUkod4fULsdaqPPayy22LMD3jQlmJb4kxp/InCmJodZwL1Fjw82Z3yY3OBu0WdalY+FGgeGyS/sKb9qXPBmf4YcpcRjRTyyKActZKupP/rjWM/qT3O8qWA7a/DB7owvii6ZKugaDm+7l7zVm5GOSuKhfh7CMlG7Pe48wZsKvlz0+Dg9I1UlI6PWZNYoJx6aiGYTVZaYiz3eTPDpasCDsoUvLd7xHmIOE+KhhQiOVSFmJdGsyWf5CEeYvOtfkI1K8n6AEAJrscedmnyY3ADgXf+CZFRTdRuoNMOflTxYdpnXJufmGmuQkPU9KAr8ecm9VY9NrXjbvSQd1KhWA7Hd484ld/MxAyOn1T9Q9P2fVHztr2EXlCk460c0peCj5AbeTKEOB+pOg2qUcW4umVQ++1mAPU+0RsLA5NXekraEu/kYMXOw5jEYBsnQpj3Yc9PcMK8En60H+NMatd8jmg3ioeSV3opTM2FV1/w5GuPNBHK9QxiSYhCQDGveDa/oGwaTCj7cnOJNJc4soU5SZLNBPLQphgW/bj1kbEBcF3ycnnE9D/FmCmux1++q51L2dZSVPzzw6+YFN40MgIeldjQv5228mcCfFsj19nHak2iHpCOfeCTJRiW3B2t+3dR2oC9tJIJNnXK/bPB+fJv3ohtczDsYEwdvIvCnFd4016kzqw31dqdThx5pJNg2shHoiiqdkLp3JBGGAenIJxm5xCObeGgSj0wOI4PD2CAe6vVhZBCPzON+m2Tkko588mFAOWzp6gKdEBm2kI0AYduPNRbqJKXe6uuyZju8aX68XoExcXi4aPNedIP349vcLxtsjtorfWnzC3vKr5sX3B6syUYl8Uinvom21jiokxS5jPCnBd5McDlv897hFg9LTWrcNDLebT7EHx6Ix4Ji0NApE0mCtdjjzRSTecjHqSYhxgb8uvWQYlQQj2xks0GdpDizBG8q+WBzxqSCvmFownFYUwwChKEj6byp4KPohFVdc2omvNZfEg8lotlA7ff4s5rP1gPmleDciugMdyQjGwwDax4jpg73iiFtCa90V8QDEwwDe55wmAVMKp9za0U9zKg7DdThgDdXfJTcoCn1+Er7P13Kw1/lewGeTyI8qZ/w5DV9M38c/uKUB/UNEuJx/8877nnn/xFijD9aO+HfenTCI/zI+/DMff8h4ozP00d45thn36MX1mT4vvf4GzoiTx/D0zoK39z3Ei/xU+ApwkC+wPKSXPhHxYtEKDyqB/s/CiHeOy7/Efhfgf8ghLgL/Ifj7yilPgL+C/Ax8H8B/4tS6rvV4JQi6du82lnhC8GfD6d4c4WKE6pugBpmnFsr7TzMA5yFdh6SgcXNfsRAltwvuqQLD3ehnaas7yGGKW/YE+K64uPtGG+GTpWwbZKBjT84cMeeUlDxUXIDa27izlNUXkDYIBlIzvoRr1lzClXxSXbCYt7Em9cQbXW6Q7dJPJT0+jveci9pSptFVfHB/ibp3MOf1RjLHXWaIX2foheQDAXuIOHXrYfcNPaYGMyrko/TMz5bDrBnJv6sxp4fqLc7VFUhPA/VaZEOHeKhIBtWnPUj3mle8UvnIaeGwhM2hapY1Tn3ig5/Ts94f3PGF8se8VyTCd5M4M9q/HmJO0sw5zvEaoOKNppIiGPqRyTCo38yQoA0HguxPbOYJkjjqRqxqix1BEMca2Ih2iBWG8z5DneW4M9L/FmNN9OkQjwP+GLZ4/3NGR8mN7lXdFjUOYXStedPDcUvnYe807zixmBNPqiIh4J06KA6LX1/Kp3OYs8Px/tn8tlywMfpGfOjlsK5uefd5iXeMCYZCopegPR96jTDWO7wZzXp3OPDww0WVUVT2rztXtIfbImH+nkjJERb/FnNatHkk+yEQlW8Zs0560fEQwlhA5UXuPMUa27yUXKDTJXcsaf4gwPJwEK4DiLa4c7h4+2YuK54zZ4hB6kmDQB3kZLOPe4XXbqy4kYvIhlYYBg4i4T9XDsNN80IhpkeL3GCN1f8+XCKLwSvdRekfUtXI/np8LPbhdoU3An1ROan2xHeokYVJVnPpd/f0TcK7uVD7LmJER2jmQaCt1oTHCH5c3KKO5fIzR7hucQDyWvdBQNDcVGGLBZNvHmBSjNU2CAZwC/Da0JpcFG2eLDs4M9q1HaP8DySgQ3DjF96D3GFyYOyw71VD2+uMNY7ne7QaREPJe3BnrfcS3xpMangT/szxMzBn1eI9RZVK0SrSTJySAaKV3qrY3SCTaxy7hUDPopOYObgzdRjW4CqkY2AqtckHlokQ0UwPPDL9jVvO5ecGhWOMMlUyVVl8El2yoe7U+4vu6ip+/X4n+VYiz1EW9RRdJG6AmnoqIRmA9EOUd2Qqt8kHwSkA5d4eCQRhpJ49GgRJENBPBTEI71OHv386JihPLazSQcu+SCg6jc1odcOkU0drYA0jqRCosnIaIu12OPP8sf2Qk1d7i+7fLg75eP0jKvKIFMljjA5NSredi75ZfuaYHggGSnioUXV02kWqFrbiMUBf1ojpg4fRSd8VgyJVa5JR+eS1/pLkoEiHTo6WqhWiPVWP7+pw5/2Z8wrgS8t3nIvaff3xAOJ6rRA1RirLd5M8eWqy4OygytM3vIuYZiRDGxtr3Y7/HnNV4sOF2WLUBq81ZqQDECFmlD05gWLeYuLMqQr4fXugrgvdUpUtMNd6PfcEVK3HeooJSPaYy8M7uVDurKk39+R9l1UUeLPa/68HQPwVntKPHixogp/L3bhSTwlyPgk6qdnWL91tvWHquA/0/5Hpjv8VG2+z7l9SSY8je+7Hz9QTBP4aZ/1j+n/Bd7hZ8bC87pRL4UZX+InxJOkwJEsEFI8vRiGXr6x7Rly4SX+IWB+3wFKqf+X5+c5AvxP39LmPwP/+YWvQgiSnuTN1pQauLsd4C1rVFWRdR163YiuLPlTdoa1NJHRATyXtCf5bTjDlwafZ2OcuYFc78G2SXsm4+6KUyNmVRt8ue5ph+QQ69nIvuRmJ2JkJGxq7bC4C4Fc76mButMgGSj+u/aUkVGwq+Hj+BRzbuPNtWijcB3ynk86ULzTmfOatQRMLsoWn26HOHMTb549DjUXrQbJ0CbtK17rrXjTvWZg6I//i6rBR/tT1osmrbnAm+eISOcyC8NANgLyXkDcN0gHCn9w4M32lHe8h9w0YxpSO6CbOuVB6fNpdsqfdmd8ue5xmPs4MwNvDt68xlsU2MsEuTmg9rpmvMoLVFk8RSIIw4DjgMcwEEKAPLKMjx92/TWjXlU6feDR+kgsqKpCVDWiKBFlhVFWOGWNqDxQFiBBGByEzz3ZxzcLmkZKIDN8kdCRHg3pcNOMecd7yFW7zXzYIN20iNcGzjLAjgJUkqCSBBnt8OYN3LnDetHkT8Mzfu9/wcjI6UqTt9xLbnXX3Bs0SYY2dqsBmy1qu8Ob93HmDp9uh9zvhtwwU87NNa+3F/zLoE/e87FdB7U/4C4KzLnNx/Epu8anjAy4E874vwen1J0GPAC53uPNm3y6HRF1a0ZGws1OxLQf0gkC1G6Pt6j5ct1jdcvg1IgZd7ekvSGebSPWe5xFg8+zMf/eW/JmOOP/69+g47mI6IC1bHK/GPDvvQcMujuybgevqvCWNZ9uh9RjeKM550HvdZqWBT+RLuNfwy7UFrwVXJMqxZfrLoNFAVKS9A1ebS9xheCz9AR3IVD7WKdC9BV33AmFqvlkN8KdKz1W2y3SvuAXzSmuMPgiHyLnNvZyh1KKsuuTDUre8q6wMPgsH5MtPNxFod+pQZ+4Lxn2tpxbCwpVcTcbs58HtBc1arNDmCZlN9D2oLvg3FoBBg/KDp9FA5yFxJ0nOgLKMqnbTeK+pB7kvNWacG5FOMLjusz5MLnBxbKNO5f48wK53lMliY5OCJtkA59kICgGBXe6K972rzi3osepDos654tizIeHM+6uByQLH38u8eYKf1ZgLWLEeku921NnmQ6hNbXgp2gE0Ayomj5VyyZvWhQNSR4IKk9QelA5UDkKZUFtKpSh3wYlvs7HFRXIUiAKMDKBkYGZCPJEYB8klmdgOwaGbSJNA3msBPEoKqrOMuRujxQCS0p8U1JbNpUjiT2fu+6AvrNnbG1oywknhkEoXc6tiLf9Kz7vDvio75MMLPyBj79sIvYHVJZhrHZ4iybOwuJi2ebP/TN+51xybjqcWxFvtSZ8ODgj7ts02k3EfEG92+POM9xFwGfRgAf9Dq9ae86tFa91F3w46FB2AwzTRG33+IuK5Tzgbjbmf3A/5TVrzri/Ie6PCBsB9XyBuyjIly6f5WP+nXOft7wr/sugpOj6GPcU9jJFLprczcf89+6Ot5oTPuy/qSMYoi3uXPHJbkTRq3nLu+J/7ytoBnrfQvBJcsp/DB7wanvJ/V4PT0rcZcGDdYdUKe74E/6fwU9a5eHn/1444vsEGfXJn+roqfVPop/wTJu/oLrDd5znZWWHvy1UrRDySTX7+unvoEebldLfSS9+4uee5zkn1usaPQ34zT6U4tGwE0qhEHqbeGINejx8z+WJGtQPkmt/iZf4Bp4gEp4aN9/2rn9ju5BHIdP60fYfIWj7En91/H2YDSlIe4LX3BmHWvEwCnFXWs097RqchytcIfg8HeEsBWIfIwKftAevezNqpfg8GeKsBOwOeqayJ3k1XNCUgsuyRbQKcJeFVvtuBWQ9uNOa0ZaSSeXwIOrgLZRub1tkPZe8X/GmP6UpTea1yWfbIc5SYK8SVF4gA5+0Z1J0S95sTBkYNakq+Swf83DVxl2CtUpRh1irubcbJD1J2S+405pxbi5xhMVeFdzNxtzdDDAXFt6ixl7GqJ0ubykcB9VukvVt0r6g7Bfc7ES8FVxzbi7pSvOxbsK0ktzLh/w5PuHepke0bGAtTdyFwFs8QSZEe9R2p0PIk1TnTR//8QjTRDoO4lgOTgSBDktuNRFhCxE2n1haiFZT7w/0bL/wPN3+Uak4pY6l4lIdrbDdIaM99jLBWxR4ixp3IbCWJttVwL1NT19/PmRaycd6Cl1pcm4uueNPuNGOKPsFaV+Q9W0dpeA4qKpC7fbYyxhvUWMuLO5t+tr5UwWOsDi3VtxpzSh7BUlPUrcbWs39EGOtUtwFPFy1uZePSFXJwKh5szGl6JWkfQsZ6GoK9irBWQo+2w6Z1yZNafKmPyXvVWQ9V6u57w64S8WDqMO08mhLyZ3WjLQHqhWg8hx3WRCtAi7KNk0peDVckPQkwvdgd8BZCj6NR9RHByDroZ2+477P0jGuEJyHK5KeqStErHKuohaHWjvYaVcg3J9Hzf3ngjLg3F4Q1SbbtY+1TnWlha7k9WAOwGf7Ie5SodKUOvQpeiWv2TN2teLBpou3qnUaThiQ9WruuNdUKD5JTnCWUkc2mCZZz8bqpposoOJuMsJeGnqsVzV12CDrCl4Ll4yNjFhVfBqPsVYm7iJHJYm2SX2bvFdzpzFjbFSkquRuNma6auEtFOY61pVhPJey55H2BO3unl941wykoKTismrw6X5EtvLwFgpneRw3VaVLnbYbJD2DrKcIejFvNqfcsXWZTEsYxCrnqvT4ND3hs+2Q5aqBvTBwFwpvUWKtUk1W7vbU6RNkguchW00ICdbMrwAAIABJREFUm9SdBnnPJenbJH2DpC9J+4K0D2lPkfVr8n5F0Sup+wX0M8QgQx7X9DPqfkHRK8n7FVm/Ju0p3b4vSPryeF6bvOfqcPxWQ6cvPdJVUIo6zTQBE+2O9qLEXSjshcFy2eDTzYhP0xOuSo/4ke6KFNyxJ7zZnNLoH0j7iqRn6HHuudpG7Pc4yxRvociWHp/uR1yULUq0Hsodd0KntyPtCcqep9tlGeY6xl0opqsWd7MxqSoZGxV3GjOyfkXatxGBj0oSnGWBtTL5c3xCrCpGRs4rrRVpT1CHDS3cukpwFgZ3kxEFFa/aM6xuStbXkV9GtMdZSu4mIyoUrzlTsl5NHQaoLMNb1XwZddnVSr+73ZI69FFZjrtUfH4YAPBmY0ralQjbwlqnbNc+UW3yqj0j7f6DfaR9Yyb1hwgyPqOf8I39+vx/gX7CU5u/kd7wU38Mv4xO+HH4OaIUXqS/76r28ORx39z2HToKT+EpTQW9ejrd5+njnyvM+NS+51/mS7zEt+IbqQ2PyYRHEQePIMWzy1PneTqi4XHbl9EKf9f4OyEUDPKO4tyas6kt4rWHGT3tPBgI7h6GuCudClE3A7JuzavOjFTV3Nv2cZcKkhTV8Mm6cCeYPZ6NNFYWdpTp2ci2T9arecOb4QiTi6LHZh3gripUnCA8l7RrYHVSXncmWMLgomxzuQlxlwq5Oejw5pYmCLxewuvulIaw2NTaGUlXLu6yxoj2Ws3d8yg62oFo9g686U8YGbrW/KQy+CwdM1k3cVYCd1UhN9rRR0hks0HZDUi6BllX0ejG3GnNeMPR5/g61aHkftnhs/SEu9sB81ULY2nhLgXussZdlV+TCbs96hBrh+JYFg6pywsKz0ME/pFEaOjw/XYTFTaow4C63fh6CQMdnttuatGvVuNILmhiQdi2DmMGHcqc6xJ9ard/TCq4q1Jf31JgLC3mqxZ3twM+S0+4X3ZY1eXj1IeRUfCGM+FOa0azdyDrKpKuQdnxkc2GTkNJUuTmgLuscFaCyaql72+lr2MgS970JzR7B9KeoOh6CM/Tau7RHndVky497iYjNnVFQ1i86V7jdROSrkC1Gjr0PNrjLhUPozYXZRtLGLzuTLC7KWnXQHguKk5wVxWbdcBXZRdHmLzhzci7NWXbRymFvU4xlhb38z6uMLgTzMi6oJoBJCnuSvHFrk+qas7tBVm3om75j/fdOwwwELwezMk6AmFbmFFKvPJZ1TY3rSVZVyEC728xun80lKk4NddMyibGykJuY4TnkXXhdXdKqhRfbTu4ax0VU7Rd3G7KyNgzrx1W6wBnXUBdU7RdVDfn3F4Q1xVf7PvaluxjhOeSdA3GnR2n5o5dXXF3N8RdCT3WpaDseNpmBDNCaTCvJHe3A5ylwFzrigiiEZB2DMxuyh1vQkNYrKqKu8mQeungrmrE9qBnuxoN0p5N1qs5b694zZ7hS4tdnfNFPuTLbRd7aeCuah01laQ6NLDZIO96pD1J3qu40Y54059w09zSkA6FqlhUFfeKIZ8dRjyM2oiFjbsUeKsaZ5VhrHeo3f5rzQRpIBwH2QhQrQZVNyDruaQ9i6QnSXuCtAdZV5H1KsojgWB3U4JeTLu7p9s50O/sGHS39Ds7up0D7e6eoBdjd1PoZ5T9gqxXkXUVaQ/Sno5MS/uawK26un/Z0OKGX6c/pI/thbPSTrS7FIilzcMo5JPDmHvFkEVVUajqGM201felHVF0q+P98hDNhtZbSVLkWo91e2nw5bbLvXzIrs7xpcVr9ozb4ZqsV5P2bESjoZ9btMNb1dRLh0/jMatK24c73gSrk5F0DUQj0Dora0043tv2mVeSpjR4IziO/Y4HUr9fzkpwdzdkV1eMjQPjzo6kc7Qf+xh3pfh8NyCuK87tBaqXU3RcqGvcVc563WBeO4yMPW43pWi7UFV4q5L7my6pUrzizMm6aNJoG2OsLCZlkzMzouyWf+uh/uPxXakML5LO8I3t4gUiAV4oD/678DwH8WUEwj82nvf8fkgVjxfR33gOnnlfX+Q9/86KJd/b5Uu8xPPxjaiEx0TA86ISavXs8txzyuPqSf2Fl2kQf6/4+yAUDEnZKRkaeyZVC2NtIXcJwnXJ2nDuLkhVzVe7Dm5Uo8qSKnShk3NqrolqydW2hRtVuoJD0yfv1LzizKlQfJkNsNcSudHihnnbRnVybttzamq+yAeItYWz1hUgtGMgGbb3nJkRlVLczwfs177uf69F3urQJ+sIRuGOc2uOJQzmlc29fR9rbeKuK30sekY561rkbcVpa8u5PSeUmgi4KkPu7fsUaxdnpbDXuXb4y0LPnDcDso5N2hWU3ZKzcMMb3oybZkQobQwhiVXOpHK4nw/4/DDgKmpRr22clcBZKdx1hb3SjvZjMiHLvhZhM02k6+jycI1Ah9S2HhEIAWXbp+h4lB2PouM+XvTvHmXbp24HmmBoNRBN7RhI30e6T0Qr1JXWaHhEKmwO2KsUd13hrBTOSlCvbK6iFp8fBnyRjZhUDvs6wxCSUNrcNCPe8GactraU3ZK0K8g6NqoZ6PtV6jJ/zjrDWSmKyOHevs9VGVKoilDanNtzboQb8o4i61h6xh+OH/AVVmRwb99nXtlYwuCmteSkvSXrCOrQB8PQaQ/rmsPa434+oFAVZ2bEINyTdqR2LPIcZ50jVhZfZkNqam7bc1QnJ2/bOp1lm2CvJffSIRX64z/v1NQtT0cwrCsm2yZRLTk114hOTtlyUWWJG+lxkSr9vmcdEK6L3CWYa5N51WRo7Kk6BXXD/1uO8h8MYSh6MuOq7GCvJcQJKvDI2zU3rSWb2mAZNbCjHIQg65iMwh1NWTMpQ9TaxopSkJKsY9EMEwYyJqolDzchTqQjG0Sgx/Gt5pq2hEVlcbENcR4RDrZN3raoOiWvODMsDCZVg6ttC2etkLsDAHUzIO0KBp0d59ZC24Pa4Yt9H3stcVcF6nBAGAaq6ZO2JVWn5LXGglNzh4nBqobP0xGLx+RiAbsDqigRtq2jq7omWQfsTsrrzQXn1pyulEjE0Q74fJ6O+GLX47DycNbyOLZKjHWM2h+eEmCUrk5zUM2AquOTdRzSrqHHVVeQdRV5p6bslshujt9J6LYPjNo7zsINN8INt8MV5+GK2621XocrboQbzsINo/aObvuA30mQ3ZyyW5J1a01QdAVpR5B2DbKOQ9XxUc0A0QiQrvOUUKPaHzDWMc6q1H/PWhKvPe7vunyejphUPrHKkQi6UnJuzXm1scTupGQdyDomqqUFIFWe6+ihVYGzFizWTe6lQ1Y1mBicmjteayyouiVJR6Kavn5uhxhnXWCvDL7Y95jXuqrOubVg0Nlp+9DUtkTuDjgrxdW2xaRqYGHwujul6hZkXUtfxz7GWSsutiGLyqIt4VZzrYnBwEelKe5anyOqJQMZE4YxWdsCKTE3GUQWV2WHtqwZhTuyjra1dlSw2gRsam2/sk6NCjyItb25KHq0ZY7b+enEWv9qeI744vPwcwgy6nN9x7EvSA78rOkOL6MTvhs/4v68qDjjCwsq/gTv0LHD797+XcKMz23HS2LhJTRe1HH/tqiEJ6HqH7Y8PvcTpMKT5/0h1/YSfxX8XRAKSgqcMCWUBZdFBzsS2nnwXfJ2zZm1YqcEi12AvdGzKXlo0Wwl9GTGqnY5bDzsSM/4l6GDahecmWsyVfMg7uJE6FQJ2yJrGzTChDMzIlUVD5I+diQxNinUirrhk4dwoxkxMHJiVXA/7SMjE2ddouKjkxHa5G3FeXPFwEioqbks2zzctbEjgR3l+thHDkSoiZNXm0vOjA2WMNirgvt5n8t9iBUZuJHC3CSPFflF4Gvioi3J2wq3nXK7seK2PWcgtRBZoSpWVcVV2eGLZMDFrk0ceVhriRMp3KjGjnLkJkbtY1SSUufFEykOls6d9r3HjkXd8qlCjzL0KEKHvG2Tt22yjkXWtp5aP9pXhA5l6FGFHnXra8dA+J4+v2k9ToF4HKmwj5GbGDvKcaMaJ1JYkSSOPC52be6nPa7KDlFdUygtODeQJbftOa82l7jtVJMCbUkd+ohAO80qSTE2CW6ksCKDh7s29/M+m1qHRZ8ZG84bK8p2Sdp+wmGIY+xNjh0JHu7aXJZtamoGRsKtxpq8rchDWzsDSYoTlRiRyf20T6oqBkauHYI22oGvFcYmxY4kD9Ie6ZF0aIYJWdtA2BZiH+Ns4EHcJVM1Z+Ya1S4oWw4A9qZgH3msapeezGi1EorQ0vuikvm2wU4Jzqw1efi102BtBJdFh1AWuGGmSbh/IJhGhS/gQdbH3oDKcuqmi2oXDIwDy9qj3NiY2xRhmWQtyWmwIRDaWbIjidgnesyHkpPWlrasmdc+m62PE+lqMZqkUJz7SxwhmVUNNtsAd1NpwsF1SdsGQTvhlrUC4KLocdh4mmA8xAjTpApd8rbirLFhZOypqbkqO1xtW9iRwIwyHWlgmVShR9YR+O2Ec3dBV0JJxaQK+OLQp9zY2JHCjDJUnICqEZ5LFXqkbUnerhmEe1715pyZW3xpUaNYVRUXRY/7SY/ppokRmdgRuFGFtUkR+xgVJ1ov5VjNQfgeNAPq0CdvO2Qdg7QtydqCvK0o2jWqk+O2UzrhgXG446y54VZzzXlzyXmw5JVgyW1/xav+gtv+ilcCvf28ueRWc81Zc8M43NEJD7jtFNo5RbsmbyuyttD9dQzytqMJu+bRbhyrP6iy0NFj+xhrk+JGFc4ajLXFdNPkftLjouixqipqFL60ODO3vOrNGYR78natCZzQQ3h6HKg4wYwynLWijGzuxz0mVUBJRVdqIjtoJ+RtodvZFnWW6TYRXG9bXJUdampGxp6bzYi8rahCF2GaqEOMu6nZRx4XRQ+AM3NNEKZkoYFwXU0YbCo224BJ1cIRknN/Sd5WqIYPRYG9KdlsfOa1T1vWnLS2ZKE82o4EO5Jc5D1cIbnRiEhDibBMjF1KtbGZVwED4wBhocdPlmNv4Ku8hy9g0Nr/zcb4T4ZvqfAAfwNBxr8G/pZ9/1vAP9qz/YHCjF8fe1yeR2C8JBX+beOHkgk84fTDMwSBqpVejhprz10eHVOrp9s/cf4flALxOGriJanw18D3ijL+NaAMQa91wBXwMO9ib4/Ow0mfulUyMHZEtU2ycbG2mZ6NDA3GzR1NKXgva8PGwtxtQUry0MRvHRgYB3a10g7+RqHSDOG65C3BqLmnK3NiBV/FHewNyENCJQVVyyEPFbf9FU0hWdU1F0kHO5JY2xxVlshWizw0KcOKW96KtoRUlVwUPaKtTyNSGNsMlRcI26JqueRtgR1m3HaXdI0CicWyEnyV9VhuAk1CbArELqbOcx3i7HkULYcslBTtihutPa96C+2UShNDSPZ1wrx2uJ/3eRB3WWwayI2JvRE4mxonKjCPzkQdP5Hm8IhMcB2E6yICD+W71L5N5ZpUvkllSypHUFuC2oTaEM+Ir8lKIUuQhcTIFEZuYMRfi60J4xiqJFNI0c5MXVHnIOMYaRqYtoXjGJSuTelLysBk0WjwIOhy0+1zaq7pqpxQejSlyZkZcdtdMmid8DD0ydoGRcvB9X3EZovKc+Q+wd6U2JHNauvzVdYj8iVDQ9A3Cm67S+wwIw/185G2hcr1vbIjn/Um4KLokSpdhvCWt6IMK/K2ieu61Nst1jbH2jg8iLtsakVXSm76a/5bqKhaDlIK5CHB3sJXhw6xUnRlzri5Yx62j05Fhr1RXO1DdrViYBzwWyl5GGBJibnLENsWk7LNG1bCsLFn22rjCYG1y0m3DlFtMzB21GFJHbjI+Ur3mfdwg8/pNg/krd7feqj/IFiywhIWD9MO9lYLfJZNG7+V0hQln5Qh5sZA7lOU45CHgpv+Gin0mLK2AnFIUI5DFgpuBhGukDp6YWNjbVOUUtQtl6KluOUsMRBcFD2qjaXJy6JA9DrkoWDQ3DMwDhRokkNEFva2RCWpJhhb1mO70ZZaT+Ui77HZ+nQjhdwn1FWFaASajAwVJ609N60lvrBIVclVMeThvq3JxU2t26SZtgW+Tx7aZG1B3c650Yy4bS/oygoTh0TlzGuHB3mfr/Ydko2LF2lS0d6UyG2COhz07PxRN0F6LqKhBRjz0CYLDbJQkIeQh4qyXWE0C/wgpe2ldN2YjhMTWgkNI8OXOb6RYYkKgxopFLUSVEgKZRBXDnFts68cNoXH2vJZWT6R5RKbisKwUEIrOgolELWBKG3s0scoK2RZUlfHkrR5jjockFsXJ7LJWgb2RpBsXL5qd3gQ9HnVnjFQOg2sKzNu2wtuNCMu2x2ytkMe2viPbESaIXcxzqaBtTF4uG9zVXRI7St8YXHTWjJo7rkOW+Shjec6qE12tCstVjuP+3mf1JvTljU3vTX/HCry0MI/Eo52VCI3Fg+yPkXjAQPjwKC5Zx2GiMCj3m6xNyXVxuKy6GC4G245S33vWy5SKaxtgdq6XBUd3rVibgZrLsNzrYlySLA3god5BykEt7wVH4QCHAe5T7E2HSZlyG1zi99KKVoudlnibBQPkw5WV3Da2Pyth/qPh+I5ueQvSCJ817Yn9/0lgow/l37CS/xj4ZEwYl2DfM7M7Q8VZjSe4yA9Icz4TL/fgDj6axjfOFa9dLxegr+cTDjicVSPekE7+KjAjxD6x0cRD9+wrUIKLdj4IjoyT5IKL+3wz4q/jwgFQzDyd1hCaOdhp52HqmHjtDLaMmdVNZA7E3nI9Md7UzDyt1gIrorO0XlIEaZJ3pT0GweasiKqbVZ7H2en0yHwNKFw4m8IpCCqTSb7pnZY4gRhmhQtmzKsuGGvcYRJVNtc7UPsHch9ClWF8F2ylsRs5ZzZa3xhsKsrLrMOxdbG2SrkPj6WfHQpWjZ5CzrNmBv2ilAalFTMa5+vki7F1sHeHj8e42M729azp6FJ3gJaBaeNDTfsFV2Z4wiLQlVs6opJGXKRdrk+tMi3DvZG4mwUzqbC3OXasUq0mOQjzQRhHGfIXRfR8FGBR9VwKJs2RWiRtwyyUJK1JFlLkLUkeUtoh+PJ9RP7s1CStwyK0KJs2lQNBxV4iIav+7EtXTUCoK50dYkkQRwSzF2Os62wtwp7I8m3DteHFhdpl0kZsqmrY5SCRVfm3LBX+mO4VZA3IQ9NlO/q+1ZVqDjG2hbYW0Wxdfgq6TKvfUoqmtLQ97F1IG9B0bJ1znJVIQ4JzlZR7iwusw67usIXBrfsJWYrJ2tKhK/zlOU+xd7B5NBiWTs4wuSGvaZsVfqcpomKE+ytYnZosKosAik4DTYULQGeq9MidhWrvU9U2zRlRb9xIGseS3UeUqzt8T1Ht81benZZ7lPkVqc2tGWO08yoGjaqLLG3iqu0jSX0+CqaP2l5uJ8dttTv6WUc4uxqqGvylkm/cSCQ+n7YWwFJqiuuNOGGvaZWisukrcd0nuvx14Qb7hpLSK6KDuZWYuwyhBAUDYu6VTI2IwCuizbW1sDc5ahKR3zkLTjxt4SyIq4rHqYdzJ14TDBqu2KgWgW3nBW+NIjriq+yLvXWwt7ViDjVefieR9E0KFqKE3/L2NTRSru64qLostz7WFuBva10RMEjW9Dw9NhqKfxWyk1vzfhILALs6vKxHZjvA+TWxN6Cs60wN5k+V3osCfsoOsHz9Lhv2eSheSQTBMUjMqGV02wkjJp7bXv8iFveilvOilvOktvOgpvWipvWkpv28v9n7116LEmW/L6f+SMizqsqu6qfcznkEBC1okCACxGCFloJkLThVtBOG0ELfgB9DgGCBC640EprLgToGwgiBRAS9AKGA4lz7+3bt7uqK/O8IsIfpoV5nDxZXdVd3dO3b9VMGpCozIpwD48INwu3v5v9jV/Fl/xp98L+ji/5O/03/O3+hZ2/esnfWr/iT7a3fLY78GR3wj+ZyU8L6akyPxWmJ8L8NFCemO278LCIGKgw2n34u8VWgLsNfH3Y8P+Nz/ldfsq+WhTbzgU+D6/409W3zZlWe0fb1cVGyPFMty/EO+HFYc1fpmfsayGK5/Nwy682t5d2slrZ+zuc6O8q9e7KPjjP3+5fok8S8xNvep0z8ZCId/ZdO9XCU1eszx0WSVSVsJ+Jd55fz88A+FW0fvIuIiL4/US4s3kbxfEn/S3pCTD0Bkbe2XxPWvlV/y1pBzL0cDa78bv8lI0TPt4ezQbUSneofHl+YtcbXv3Cmv3zyA+Gb18ffp0r4V1AhAckdz+RkPF1+SX4Ex4Xze8mP/dz+hE8Cn9lYsYfALq+M79/RDnId0qLeJS/vnINJnzfXLg6761gglbzN34MMLtcV/VBZMN3Ln/hVfgRINhjpMIfVN6TCAX4fGWlFb8ad3QHcx7SNvBkc2Atyu/zjnAQW5R3kbQTvhjucCJ8lZ4QD4KcJ7SLzFvhb6/3rEV4UTaMh564b+UMVz1pp3wx3NGL42VZc3tY8fFBYTKwIm0dfjfzWXyFF+HrsuXb04p+r8jJUhF0PZB2wm575vPwqjkElV+PN/i9p9vX+7SFYSBtPWmrfLo58Hl4xSCBUTO/yx/z1XnX2ij+OKHjZO36nrobmLfOnIjtxOfDXXMiGqN7nXlVA79NH/Gb8YaX+w3u4IkH6PZKPGTcfkSP5+ZMWFrIPQHjfWRC2fXkTSRtPXnlyIOQB6idUKOV8VPXQGwBFnbgCpIFP0OZadEM9hMbg6unfajUFmZa1QCFnNDRwfGM6zviJtLtPfNBmPeel/sNv9nd8NvVR/xZfMnHrrB2HTsnfB5e8avhFZvdyPSkZ9466m7A9T2c7X79fqLbr/B7z1fnHb/LTxm73zGIORufrI98vaukrWfVqiDoeaTbV/ze8+vxhn11fOI9n8dX7LZn0m6Nru1cOY3EvfLyuOZl2eK7A38Sv8XvEmnbseo6mCa6feWbw4oXdc3flQNf9LekrVo/pRD3hfHQ86Js+Dsh8el6z59vv4AuIueJeBC+nJ/iRPiiv+V/3crlWDgIX+cn/IPuG262Z9L2I0KtdMfKV+OOiunXX24/LGMaXSGp8s1pw/Zg4ELaOH61OhARfj8/IRwxoPDJlrRTPouvGLXy1XlHd1AD0NYDaat8Fm8pKF/ON8S94E4j1XvSLtBvT3zq94xa+O10Q9gL7jhRgbLpSDvlV6tXbMTxdVW+PD+h2wvuMF9Aw3krDFuzG4MEfluVL8enhL2n22cDLJ2g64Fp56jbxK9Wr3juJmDFbfX8ZvqI86Hn6R7CPpkt0Grh9pueeedIW+XjzZlf9d/yzI300lNRXlXH7/INvz0/4bgfiHsh7pW4L7jjiI6TpTqBRSatBgMTdj3zLlrfOyHtlLyr+F1itxn5eHvks9Wez/o7nscjz8KBG39i7SY2zqITOgruqo5fVceMJ6nnWHtOrmftJnrJ9C4RpOJQVIW9CrkIUhwuCX52+Cniph4/rZB5RlK2SjFzQsYJdxyJ+4G498SDcNwP/Pb0lN9tb3gVv+Fjrw14HPlV/y0fbc58udsx7xx1a9FIi40I+0S377jdD/xm+ojb6vnMw3M38cVwS91l5m00sNIJOk7EQyXcBX5zXuxDsPe+nZm3Zld58RJ3mImHLV+ejQPhcw9fDLf8LzulbDoEcMeJsH/CV/MTRi08d0eG7Uzarum9x51G4t70v6B80b262A598S3xoHx13pFU+STc2bGhh8OReMDmO8Kn6z1/ufncdOtQ+Oa0Ianyef/hRSi8U8nId5F3JbW7HP5lna038ic8pjv8MvKGyIHvlI/8Qw/hh8pQvh6VUPXN0QvverzJY+nIv6HyYx3u18tCNrlPWXjNfrWIhgdpC9bgzW1ULWpBLCLhjbonDngL4Psov6i8H4CCg8+6O5IqL85r4tE+mHnjeLY6MYjwVX5KOApMszn9G/iie0VV5avpCfFgaRLS96St8Gl/IIrjZdnCMeBPFt6sm568sUVZxPP7smM+dsSD7Za7JzvmjWO9GfnU7ylqYMbp0LM7WNoE4qibnrSBP9mYI+JwvKwDvz/viAdHOCYDKJygq5554yi7wmfDnufuhCNwqoWv0g0vjmvCwRGPtuNd5mRKN/SUTSRtIW8rn29O/Kr/lufuxFoiRSsnTbwsO75MN3x93jIdO+KhORKHij/MBsK02u4X3oTYas6vGpiw6QxM2HnS2pHWQl4JpYfaGZhQg6IBS3mgfcYUqzefhNqBmxv4EECdu//WVcWrIqVCqUgp6NzAhZyRaUJOI/7QEw/RnKGDMB07vjrt+HJ7w8uy5uT39BpYS+S5O/F5f8tH6zO/3u5IW0fZRPzQgzh0TvjTSHeohEPgxXHNV+mGU/0Na9/x3J34bNjzv28r89ZfHAamiXAsxEPg9+cdL+vAv4Xy3B15vjnx281z6qY3YsZxojso3x47fp93FN3z3B9Yb0bm7YD0HfVuTzxW5kPHi7IlcubT7o68Ueq6A1X8KcNx4OvyhCh3fD7c8X9txUphTjPxAF9NT6iqfNrdkTbYzu00E4/C13nHIMKz1Ym7jaU2hGPlxXlNUTX92nxYgEKgMCrsTwM3x4x4T9oInw8NfJyeEA8KKaOrjrItPPcHRoWXpxWbY4VSLIVnV/kk7KmqfDkaEME0IzGQNsKTzchTNzGq8rvzjngEOU+Id+RNJG8rX3S3RHG8qp4X5zXhAO40UrgHGJ9uznzqbXy3teer8454EMLBStbiPbo2GxW3M190t+ycUKm8qCt+Nz6BQyQeGrg4Tc0WDORtR9oKdZv5dL3n83DLjas4hLPO3NaeL+cbfn/aUQ+ReBC6QyE0G1CnqS2S5RKZVNcLiOhIWzFbs1HYWprDAiZ8MdzyaXfHJ2HPjT+xc2c2MjNIJkolSsVfbX0VhKSOpI6NzBzdxOASg0tEl3EtJr0iFBUOWUi5w82Cn4QwOsI54k497jwgCxiqVgbUnUbCYaY7BOLBMx0i35w3fDnfcNuNUMeGAAAgAElEQVT3TC3t4cZVPg+3fLre85vNc9I2kjeRfhjg7oBOE/44EQ9rOAZ+Nz7hRV1RSeyc8EV3S7edSdsOXTedn2fCIREPka/HLbe1Byqf+j032xOn7e4CONo44ZvThtva86ch8UV3S95WyiYSvWuAIfzuvGNU5ambeLo5M2+2Fx0PR/hq2pn+hzvKtlLXHVIK8VR5cVxzUuybtS3UdY9LmXBUfj/tAPi0P/Cvt4J4Tzhm7o4Do8Jn4UMDFH4aeeIbS0b+HPIgkuHnJWR8lPdc3pKu8INAwCJV70vmXf/+c0hLaRBV9PVUiHeQx0iFR3mrXAMDr8kbgQGx7w6+Rd16b3N90R2taKnGaVUqWsp99TlofdXvgAqW+vBDkWqvpf08pj78weS9ARSeBctNvjsPfH7K4Bxp7fh4OOIRvkm2yNeUYLsmr5Vn/kBB+XrcEk4KaYbdhryGT7o9Htu59UeHP80oGC/AxpwLgJd5i5w84ZRsEvcdaSPcrEZu3JmK8k1+Qj1GAzqmCYmBvIrkjfJ8OPLUTVQir+qOV+OKcML6m9O9A7EBt0l81t+xc8afsFfhm7zlcOrpThCPBaa24+k9DD1pbQ6PrgvPhhOfhD1PXSLKioqyr8qLsuXrece3pxUcA/EoxFMlHjPuNFtkwmz9wpLq0CFDj656c7haZEJaO9JGSGuhrGiAgt4DCh5weolQoIoBChlcAhcFDaBOGpjgDHSoEamKywXJGcnZIkZytvSEeYZxwp1m4rEnnhzh5JiPgdvzwNfzjt+XHft6x1OnRPE8dWc+CXueDSf+cl1IG0/aBLqhN4LFYs8znCrhBIdTz1fpCXsVPkXYOXsfbpNIa4+uuuYwJMIpEU49L89rXtU1FXvuz4cj/2ajlFUkeA/TRDxW6jHaPOHX3LgzN6uR/Vqgt9DqcCrIKfJ1fgJ8zSdhT9lUyjrgAX+a8Yc1L/MWj/A8HslroO/geCSclBfThoLySdiT14oOHXx7Jhzhm7TDIzzrT7xYO3COeMq8OA8k4OO4J29+cdX+K0mQyqiO6RRx4wQxkNbC867p/bQlnozkp6wjss7cuDMn9RxOA0+PBWqlDAFd5wY2VF5OG2s3TdD3pLXwyerExlVOKrwcN8SjwmQAQF57dF34ONzhcLwqa+5OA5vlHHHUVSSv4dnqxI07A44XdcOrs9kDf04GnIVAWUfyBrbriY+DRUolLbwqT3kxbvBHRzxW5DxTU7YP6NCT1560Ab9NfDIceOYPrFtJ1pMWXtQbvp533J4H/NERjhCPFXdK6DSjKV+4E6TroO+o64689swbIW0gr5W6KQzrxM1q5Plw5LP+jk+7Oz4LtzwPB3Zu5IlM9FIYpBLFUnH91Ue7qFKkpShpYdBMlEKUjGseXVUhq2PKgZQC4+zJo5BGwZ+FePSEdYeceuTUIQ0U1ZTRacadEvFYCUePP7qLnXhRN5z0BSuBtfM88wc+GQ74bSJtInnj6YfeFiMp484z8VjxB8eLccPLsiXpN/Ti+DjcsV2PTJstZdPhQ0Bzxh8T4WTA1Yu6AfbcuDMfDWfu1lBX0RZL00w8Kvtzz6u6xrHn43CHrgt57YnewzgRT8rLccNJhY2r3Axnvl4DXUSniXhUvhm3jFq5cSd0nc0G1Uo4Fo7nnqMGdm5E1pm6Cg1ssO9jQfmk25PXAjHgTon5NDCq43n4sEkZZYmUU32zE/QzlowEHks8PsovI+8IMEhV9Drq4C28CW/6f4saxcJO9ZGH8VGu5G128/W5JfdcBm8EE5y3Dcyus42MroMu2lrbidndWpFcbFM4zZYKvfgsS18NVLgQf7TrXvgUHqMU/ujyHgEKB0YVxnOHO2fbGVzBs85Ksr2cN4SzQs5o31HWlRt/IqnyaloRz2oIVx8pa+VZaO3yBn8WZDRW87wKyCpz449UKt/kHf7k8GOGqtb3Cm6GM2uXSSp8k7a4szOnIJlTkNeeslKedeaIFFVe5C37s4ED7mwAhYTQnA2hXyWehSNroYEBka/nHekcWZ/An7I5OVqRaM5+XjvKCsIq87w/8swf2DjBIUya2Wvg67zjm2nD8dzjTo5wgnhS/Dkj44ym+WF0QghIF83ZHSJlsPvJK4tMSGshr6EMUHql9opGRYMamPAaoKBV0CzUJDhvYIJx+0gDExwueyQFZI7I3CHz3NDIch+lkGZknPHnTDxFwgncyXE893wzbXiZt+y7cKn2sHHCM3/geX8krhNl1ZFXDl31SAyWTjFN+FMmnDqO58jLtGFfjRF/LeZo96tEXq+oq4hrDoM7m8NwHDte5C1F79i4ysfdkbxWcwZCQFPGnwvuHPkmbUla2TWH4Ns1aN9ZdMYp4U893+YNlcqNPyKrTF4Fgtj89KMBTGDjKisDDTRl4tnm+ajKjT9S1hXtOyRnwll5ORta8Kw7klcg3uHOmfO5Y1Thxp/Iq19et/8q4qVy0oCeA248QgjkNXwUjlQw8G60XLsyBOKQWEvmtvakMRDOBqCVtR3buZFRW7uT2RIZBvJauOnPDCK8LIG7sac7N/6FGEhrR1hN3PgTXoSXZct47rg5W0qFeEcZooGc/YmdSxTteFU2HM49q5PizskIGddryiqQV/DJauR5OBDxTJp5WbYNgBDCWU13SzGy0L5rtkBZrWaexyM3/kRsH9djNfvzzbzhfO7wZyGclHAuyDjBNN0DiiEgfYeuesrK7q+sGoC4rvh1ZruaeDac+Lg78jwe+STseR4O3LgTOzezkUwv0IkQEdx3FhlQVUmiRK10WnGqeCoEqDhSDUw1Mg6Rc4qkOVAmRzl7ykpIa0dcBXzfIX2HnMMFgGSakHEinNeEU8CfhfO545t5w4u85Ri/4bmDiOfGn3gej6xWM2m1Iq2d6U4ILYViJp4q4ex5dV7xqqxJWlm7yPNw4Mkw8eUK8soTus4iJKZEOCunsedV2VDUgOJn/Yl/vV4AR2dgwFkZzx2vyhovli4SVpm07lnHgCbr6/Y8sK+Rm2D9fLkSJBqgEM7K7WQRBTs3Eldm7wIQzoV0jpxq5Kmb6FaJMnR4VeK5cjcNJLVvYl4BIeCmhI4bTg2E+FDlzcz1P2FR+WPbvK+RBI8L6h8nb3O+/9jyrkSNl/N/wn28gcRRHkGFv7nyo7gIvpu28DYwwXXRuJAG41OrQ48Ogdo1QEFBUsHNBTnPtl45jTaeObXIRH1wnQclJB+UmHyMPvhjyvsBKAjs3JlRPXkMuBYanAfho3iioNymAT9i4TC9R/vKk+Yg7KeO9aS2491HSq88C7aL+W1e40eQOaHeUwYhDpmdG+14suPunAyo7SJ5gJvuxFqUBLzKa/wo+NF4GBh6yuAoq8qzeGQQIVG4LRumsWM1KjKmS251GQJlgFU/8ywcGMRRqezrwMt5DaMnnNVAjUuOc6D20XgMVsqwmnnWmRPRi8O3Xc197bkta26nFWkMxJHWV8W1/nROD6ITiK0Get9Rh0hZh3vOhMWxGKAMShkU7SuEisSKeDW7IwoqLcVJ0OTQ4K7SHJqhqGLRC9nhUsDNEZk6ZOrMGcv5KkohIXPCjRk/VsLZ4UdIY+B2WhmgUDsSE2vp6MVx40886470Q2JaK3kl1D5ecqSZE340p5vR83Jes68DlYmhtd8MM6cByhDwMaDT1Bx8ZRo7bsuGRGEQ4SaeqKtKWTmIAeYZPxb82PEqr0kovdj8KT3oYOUd3ZTxo/BtWlNQcwqGTBmChYHNCT9yOX7jT/bsuwCqhLFyN/ak5lDoUNEhQKmEUfl2XlFQPoon8iDgPW7KlLHnVAM7d6YMH5ahdShH7XCjgzk1nYAbf2JW5TB1PD3bx6QMjvUwM0jlt9oZCDGdwDlK7xhWM2vJjOrYjz27SQ0c7CJlgGfdiYhwpz2nsWM9WioFXSQPjn5IPHEjRZVXZU09B/xULSrKe8rgKT3cxDO9QKLwMm+Zx8B2xMCBqtbfylMG5Wk32jwQz22deZm3nKaIH81JtGoM1ZD8wWxBGeCmn/koHtlJIkpPpnBSb4DEtKKcA/1ZCGPFjQWZEjXnS2UXooGJdQjklSevhLyCPCi6KvTDzJNh5KP+xPPucOFM2LmRnZvZSWYQiCJEcRdQ4/UIBQQcBYelQzgyOKwChA+MITJp4Fg69qnnNEVOgycPro1JzIkfDFQgRpimxr2ScVPCjYUwKuHsmM+Bb0fjMjmpkd5G8exk4qN4ZDtMfDNAHpzppfegFr3lx4of4TRFXmaLBNji2LmRp93IrwelDN4iBqqBPeEM8xh4mbckCr0YoFfaucF7yJlwrtRz4FWx9KMbf2JYzeRhBSHAnAij8mqKHLUjkrnpzub8dxFNmTAq+7FnVMdaMsOQyKuB3jnclNGx464OfObPrPpEaXwwflRup44EPPVHymDfFp0T7uw4asdG5l9atX8e+T5z9j4sKh8rPHz48mMd++/tS99e6eEPJT8iWuH+2B92SI/yAUubM2/lEXkTmLBZWzn67Zr8ZCDvom2OdI7qja/DZSWcK/HY4+96XAx2jdP5vjLchdhxSX1ouin2+/dWfXhfgcO/ZvJeAAo42LiJUT3MDpkzNOfhqT9Tgbt5IEwWGlP7gAyFtZsY1THOkd1oRI6189ShsnETVZXbtMJPQLIc7Nw7+j6xkZmklbu8wo+CzNkAhSFQBuVJmOhEGFW5S4MBClNBS7Ww5d5Bn3kazBFJWrktK8ro8VMDMKpCO7f0sOvn5kAYGHBXB+7mATe61iZfHH+6iPYGqtRe2fQzT4PlLUc8RSuTVo6152XecEgdOvo2TgMUZLoCExZFbzlM1n+g9lYaMvdGwFj65ecKTOgLLla8rzhfcU4RMUK1WoVaHMUrNamllVzSHATJkJNxLPjO4fuA6y1CQkJA26Ib1XtQYUq2wJ/Aj8I8eu7mntuy4lh7Jj1TtBLxbKQ9l37m3Cm5F+oQcMGmtpaCjBk/gRsdd/PAXR1IeiKKOQybbmY/qL3TEMxhaIv8Mnpuy4pJKxHhaThBVyldsHNLxU8FPwqvZosgGER4EqZ7QAB7t36Cu7wiabX88z6R+7WBPCkTRtjngarKzp2pQ7V7qRU3KeMcGdUxSEL6Qu08vlb8DIfUU2n60gMhIKnA5Bg1mD70H9ZKwaGcao+bBEkZounmzo1MCuMc+WhugELvWPczUWBfV8jU7IgIeRDWXWKQym2NTHPgpkU2aAymm8H08lR70hzwo81HF1aUHtb9zNpNFyBQZocfmz3wnjI46lC5icb5krSyLwN1DBZFkazygIRAGcRsTHfmiUxAYFRsnk2RzQRuKqYXgMRA6UMDFCq7fuKpPzOI8SckVY4auM1r9nMPk9mTMKmBiukhoCghoLHpfrNNpYc6KG4orPvELk48jWee+vOFM+GJTGwamDCII4rD4fAiuFYwyCFUFCdQqaAeL2KRCVQqmSoTyXlGHznVnqfxzC6uuesHxsGAjtJLG5ej9sEWGC338hKlkAx8DJOajZ8ch9Rxm9ccNVBUCWIpBE/9mW0389VQL3362D5/OeOmgh/hOEVuy4qxqcoTmXjSnRtIYBEDAKSMn5Q6Bm6L6bTp/UgdlNo7G2vKuLkik+e2rKmY7q+6ROlBYqSeR/yopCmwrwNRRnZhpPag0QBFPynTHDhp4Jmb2fQzpROLOJszMjlO2jOIzdUy2PvwU+E8dSSFjZvNBsSA5IKbhFPt+SSc/uC6/LPLTzVlfyjn/l0iFt7C+P/2Lh8JGd9H+dHEjO8CIPycwMUbx8B9pLgq+kPO1Ye1VHiUn1u+t7qDe/jvpc3DSAGJwSITthvq0w3p2Zrpo8j0xPia8grU296kmyCeHN2dpx88fXA4EdubrI1TQQuP8n7L+wEoiDJIYtSIzGLOv3OUCGs3UVQ5pQ6XFifA4WNlkELCmQPQHIvaeYiVtUwUlGPu8DO2OPeeGmGI2dqqss89LgHZJmuNds4mTESEV2rOmpstLEe1AQoduK5cAIJjzezLAMnhZ730JyFQo6P2yjrOjRXdM2rmVHu7r0nwsyJTWyiLa+28ESL2yiomtn5kkIIXe22zKiftOeae09SZkzODnxU3F3NiGleBDaYRozSHQrtA7Zwt3juxag5d40zo78EE31VCzIRQ8c5+FinVUaojZ0eWYAR1QK2OWqAm67d0UHqhdg7t7PosDsISplSaE5Uybi74WfGzILOBRsfcc9KesRk7L8Ja7LmsYqL2Su0E7ez5Ic5KfKZsz2QSTqnjVHsKyiC2c7+Oc7vv1g6bD34GkuM2r5hVWTvPzo24vlA6c3DQ2sK14JQtvWAnwpNwbmSW3lytlHEz7HNPUmWQYk5FZ9EEZDt+zB0J0wdipQZz1fxcSXNgUm9zIFY0OnM25sopdRRV05cOxDnbgZ8do0Y2MlO7D2sx6lCO1XSPXNCho0Zl4yZmNb13s+26l07YxEQn0tqI6atz1CisYiIKHDWSU8AlAyA1Bmqn7LyFfR9rT528HVeFGCmdsI2JjWQKcCgDMonZnFJgNVA6h3aVnV+AicJtWUESfNILOEAMlChoV9mGmV4KDgOKDrmnzh43ca+/YOBq5ymdoJ2yCTNP3JmhrQkThVPdcCg95zniGqDgp4qbLQLo3gYYaEa879Ocd6X2lS4WszVxYusntn60ag5iY+2vIxPEY5DC/eLUX4UgOjxOlNqOF5QeZZZyIWrc+tGuEydWMRFiYe5rG9Nil7xFAy06DRf+FTdn/FTxk8dNjvMcOZTegCGO9AQi8MSd2YQZ7fTSp190vdkbN0OZPIdskQAOoZfCkzChfaV0DkJbladkdj4J+2IpBWvn2fkRje3cGCBn/FyRObAvQ7M7hXVM3HZi96SKS5U6e8baAbDzI6UzwItaccn0f9RAlJkhZM5ds+ep4Gab916EdUwco4ENbq6k5JnVsXGT9Rk8Ms64ZPO9+9lKJrxf8oBP4fVbfJ1J/I8lj3wMf73k5yZW/DFyvQv7uCP7KL+ULBUaruQBT9t2TXq2Zvw4cvrYMX0kzE/V0najWhTzKMS98beVLqJOGFTx2XwCyflC4v4dLgV4GKXwNi6FR534g8t7AijAIJkXZWOOQGlhvgugAIw5sF5Ag+AIcSZS2WskJ4/LjRQkOqSrDC6RVDllAyK0VPCOEoVVMGZy6zfiEkgu4AQN7uJgOBGSCucccbkBCgDBU6LgY2FwCYcjKRxzj8yvORAhmKMelHWwXU4736ILxhxwGWtTbMfzvp05QxqUVUis3cwgBUdHRZnUFoTH0jFnjyQxYsSkuNxITkq5V3ZxLULBmyMVvYUdxfuykJfykFEhVFw0MCHGQvSF4L8LKOTiEDHlVg3UImiUS7+lAx+tnGTpHD76tuPoLUJBHGgbZym2e5ar3UcCScKcPcfScawW9l9RHI5OKms3swoJjdVAmGBOkzixHeRS8ElxWRhzaH1U1uIYXGIdZmpUamwLfDAHPysyC+diO3wOx9pN+FAoUS7OhaSCS3DOkaQOJ7D21qcGB07snpKBDgWIUhlC5hgB79Bi93vKBgwMLiELaAC4XCnZMePYkYhdpsSeAK2dgTlrN1Ej9p7bNUeNlicdP6zFq2Bjd0nMIfaeGg1sSThKdrimZzVA7zMOGKvpK7kYv0EUViHhgaSBMjuzCapIcNQIazfjcBxrB8nhkhE64u34EBJRKknhkHtcEqSBEjhvcycqazfjERJwLhE3O1yqaAMYNSznVjZ+opPadNlzKD06O3xSJNUHnAcabRzEyjrMVi2hfRyTVkaNHEvPnAMuCS4pkhuwmfPFBoh3SPANrHRX+g4EJcbCKiQ2YWLtDADduIlBMoNU40xokQkLmOBf26l48LdWTHOUKEqlMkhlknzpe+1mNmFiFRJdl5ljRRuwW6MBfRo9LnjEOzS13ducIZdmJxSXhDkHjqVn1EjSCg0AWfScWKld+05cRzGlajY4OQ6lZ1JPRemksvIzhEqJ3pzxZldcVtzsOJdIAjzC2s3QmR3CeSObShU3i52nRmI5hMS3Tfep1cCpFDjWrtmZ2chto7+AhjUZOOiBVUgcg5Xkpen5sfa4dmzfAimkVGoKJCyySaMagFkKfhZGjcTHNdZPk7cAEb90aclH+TDlrZUg3hfH53EaP8q1vK3k4yKL3RPbJJMuopsV+cnA9JGBCefPhOnTgvto4ulmpI+ZUh2Hc89425OHiHpBqsfPPTJm3DghYWqk0o9RCu+zvB+VZgU8SsIjWe4X8kHppFDBnNY2l2oQQih0Uknq0exs8QxUL7hQ6SgUIBWPZCx/2Hs0QB8yESUpjCXcOx8iaDAHvnfJHAN1TMs5S8iic2iAECqDJLwIFZhqQLIt5nU51ztqMMe6c1avHQxfGzUyZ4/LghQ1UKOxll7aBSBWBp8YxEK6Lay4MqtjrJFzieTszZHIlo8k2cozWqiQjUWc2AfMe7sHL6i3ayxjrEFbeUhFWppDCJXoC10odL7QX/107f+jLxbB4I1rQVs/5lRzuZflmrgGbojchw9qG28uSG4L9mzpEjl7ziUy1sisxkHhEFucy8zgEwS93Av+vhyNXJwOAyZGjZcNq47C4PN32mmtzSlrjgCCF6ETu08N2HPE5o7LMJVAUodH6F2yZxCdPfNScRnm4kkKESX6YlUzvId630dp43KhUht7s2RFsyOpp5NKCMXAinYsZeu3k2Lkmc1RkSzM6oliPBgfmiT1uGzvA+/QoETJJHVN7y2ctAZh8Kazo0YkmzOFOGrAjokdIztcA+40mJ3pnXGXjNohRXClWpnZYDaj84WINj2PSAEpDZTwdg0Jlb4BjEUXe2CAD7U0vfbtXKV3+eLMzTjmGqBIG3tLU2ogYPVWPUVCpffZ7E7b+V9syVQCOTtrv1y3FNs1a+UiF73T1ueil7Xpexcyfcj0LrP2E4OkVp3BHOGIEPEtzeG7YMLr4mUBHaxdbDpr/RUGSaz9RO/sutEXZLEdi93wYsBjs1tGvFTtvkpBsl7uOSXPVEIDFOybEMWc6d5nJFbr1zc7KBblI6XYd6IIcw3M7dMYGzgoS4WbRedrafYBzqWjNMCxd8n0Nhh4o2rgritwrh0V0/3BZwMMgrc5lBUpwqgWodC7RA16qRlv4JAjacCLzfUasAVesy1JPR6hc9nuz5l+mN1wRMkX26C1IqWBbz+Hoj7KX10e0xk+TPkl39sHBlaJyH8kIv+PiPy5iPxXbzguIvJft+P/m4j8w3dt+yh/IPlJpLbX6Q7uUklKh568szSH6SMDE4bPjvzbX/yef+9P/l/+gy/+nH//i7/gH/zJb/jki1vyZzPjc2W6ccxPAnUdYTCSdfH+tUu+Ns4/ZMrQo7yTvB8RCtB2/4KxNrdoAvUQpVAUcnWXsk7qheAqjpavX+QSOqhecKLEBkTM1eMKUA0Nrh6iK3iBpJCqR4pelMgWmnZdaPXUawMzFifEG5mI9/Vy3qyOqXqkLGVQ2mR3DnWAV3qf2/meokpSb/dVDAS4R/jclcMP4tUcdykPFn8VufRRi0OqOTlSMEervl4L1nbL7dkKNCeltuuowxa5rTSkeMW1iITgK8EZsBCuIhRE7p9bqcaxIN6hzhbgl349F6eIBiqIdw9r0cIlpElyvThtUqEW15xxfwmhBkPEOjFgQ/xyzeY4LeHXqki1fnI1p3y+OBuF6Ap4vSzC7YZam2KgUrGyFUQpeF+prZrFMmYpkKprjkix99zu/XJOVVK1bPIoNg+rx4Csq/HVdh3nKhriZTwUIWmwFAjRS99SlFzdZXz2/pwBM9V25T32Pj8kEWDW0HJo1Ag/nYGPBTG9L6bX6rnMy6QeVxbyq/tj9mYEKhcAUtvxRY+Teij3x2l9dy7jxcgGpxra3GxOrQjqwHmlE4uYSJhjavaAK3uw6HRt0U1crjuV0MCMBlYsoKRY5NTFFrhs5RfbLtasyqyeqQazAwXro6rtUJcrVF+k7SA0MPFKP8VXvLP+DeywMo8dBih4uFzT/Ug31OEoFJwIXs3eW792nd5lOpcJviK+XuxGXfTZN7DvaudOS8GV2n5ACmgVphqY1XO9lxHF+neLjQhXfdWKFG19SAMGPaA4bG4sY7oAlU1fpVjpy9RsUicZWWyJ2Hdpscmpmt33AsE1PV1IrqpCafOPez1WZ3mk0vR/VkuhCq6Nx0kbvzBVsxVd61tE0GLtCoJHwZkeLfbQQIi/vvLGKhDvKqp8aA7co/wNkDdUZ3hX+SWrOIiFrf43wH8I/Br4FyLyz1X1/7w67T8G/l77+UfAfwv8o3ds+yh/THH3fte1iGupeF1Eh0BeG2fC/FRxH0382fOX/MOP/pK/v/o1z/yBUSN/MXzKyif+VfbcngLpzlvp+nXEd9Eih137pi52+Q0qYNGD3zPm9yX656+pvB+AgpiBLGpO8fLSVax0XMVy8qUsi3xwbqll3ggA9d5BEGe/F7WQ/EuKqIi1bauMglBV7q/pzMFVp42V3H33nKt+RBTfOq8IdRl/5R6xa86GMZ5bv3ZtG7uqtPMxp6kq4u+vYW0Vh+Laot7uzZyqpIFcPapLVYW2+FQ1h+p1Iihxl51KK+94fx0VG+dSGtJO0wtvQmg/jntSxuAqqkJRwbuFsPG+j+X+l2egIuaILzuNr6OK9R4IWRa9Uq1mfVXboStII1yzLKooBXdZLLd7aEZDF3CnvZfaAIVFPEqQirax3ucgVnM8K+R6D2KYI6d2D1f5itLmGpjzFKVYn8u9qt1LqTanetSe3cVI1vvjauNyTlv5zcV5bQ4xNv8XQEMUI8jE9OVi4pdrtjbyV1pd/3Ekqb/XXwc404Oqzt7PovcCQa5swpUd4epYWSb6ostOQFo5w9ZWqjzQdXU8ANHMHsh93fqmSyKKu0rWTtU3nVwiBNwFYBS32AMTq4VwZQu0RT+0+aFNR8UpXsyO+KsvalXXdEQIan1cA/QyN0sAACAASURBVKUXudg4abp+r5viuOi5a8/ES212Ry9VHPxP/CB7EZLav16bPZOKx4DZ5bqyvCLX3rlwryevk5upXp6ZVLNDWZ3NgeW6zZmOUk1ZZLF1Fh2lqkizN1TIarUpoBiIQhuT495maTX71EDpy+PF7sGerbuMUaqNi3ZLpvvfPWcZdyfZ7JlvDBVqnkBtQI7ZLK4WWFe24RpsXNqpw0m9vPOLvXmMT/hh+ZFkio/yKH8Q+SWrQ/w88u8Cf66qfwEgIv8D8I+Ba1DgHwP/vVqe0P8sIjci8gXwZ+/Q9lF+Tvm5nO3LxqVvPE2O3EpSP92M/Nn2JX9/9Wv+nf63fOIroxov1qEM/Hb7lNvNxiphNc41gr9EM39nBXtZV12BG/I9PAqP8geV9886vcMcuGaoLcjFGV9E5N5xv29UL22d6OXGVR8q0PKnu3JOVOWyyL8eg63NHjoabx4vqOgFyLge+wIEvN7/5T6bk+/ecE/X11P9ibsxcn/Py6NcronoG51QaffytmPLov3S3+V++KnAevMbrPGbnvPl2QrfZTBuz/WHns9bXt/b5ZoAqfV97ch8p88fej/6hnt7w5j86/935Tc66gNAZRHHmxHdD0FMP35gUX91b+W1G71+pLVVILk/Zjrm5S39Xz3H5c3WVhL1u6easw9cIlp+jCzvXr4DAshFT83mvGYHuAIkzNh8/1xfwLblhq5swKLTfnGM3yLvku6wyJL28Na+rq6zXP/aVug7XObSRbuR8sAyX5133fc1edryzK/eW209+AZEfN8rLWppHf56/G867+r3yzm12Y/XH/f32I7X3831n+56Lqs+HMyPsUd/k+VDJEt8XED/NPkQn9uHMT9/Bfzl1d+/bv/3Lue8S9tH+bnlXXThXb770jYsXYuC9KBR6WNmF0ae+QOf+Mpzt+KZC3zij3wUjmzihGsp00uEnvqWqv1hgWl/I+X9e0PvsA6/XnD7xVG6WhyqynecikUJRNV28pb/fsvCbHEMndTmJPPAuRC1Eon16hG+bQFuPrZ8x1n0y07/xYGX19rdLzTrG+7p4UL8JzjE0KI7rn5v/9qPfAdwgbYb/j3HuAAwD1+nvGnR/I4icu9Ivek5X56tvsEhWxyoH3g+PxqQeS1ixcb20I150OcPvR95w729YUzl9f+T+6lzcZhfewb1dXTnAxLTjx8wVVf39jrw9sDZWgCXy7G2u/s2r/XqOd4HSrzZuVwidYCLY/lT5DuAWHM4l3DV+rodoAEAy0k/4PxeALblhq5sgF475N/TSUUp75g7XNSIJ9/a1wNgdAFVuLzTdylCcA+KXgEibzrvuu/rRfnyzK/e25LWsUS1fN8r9aIWNXY9/jedd/X75ZwlWuQNQOH9yQ8Pvf5uHoBm13NZ5OFgfow9+pssfyym/r+KPIby/jT5EJ/bhzE/3zTI74NNr895l7aIyH8hIv9SRP5lYvoJQ3yUP5QsEXyXwMAqlOqYqnEcjaqcdWbUwqieqUbmGmzv6CpS8407A4/yXsr7kfJwWYQ/DOOUttC3yNBqubRgDna9d/ivd6WlKlqX/iyE9zqP/XoX2KP34aEiLdzeQk9LIz70uIfnXPVjDsQSxmohvPdhutehrG3M3IMCniuwYgnTd9cEhc2JqPZ8lpSKZYfLarsbQV1w5QJ6WHpB8zCde0OIcAsFqkvI7v117hfaAlXaaXJfGrJFJQRXL+8sV0dux0t11NZu6ePS9xKWfAktbuN43SlZxtxSI5Z0CYuKqETJD8KvC9zzKlS5XOfiNDlpaQf2jJ27572w9haKLFUetGsx6S3cvVzAjKSBqoJf0kqweaFtroHtbFqovrR0i8oSOu+dhY9XrnhBGvne5bi0dJx678Sov+cPgJYCtPCGSHs+mL5cvsTLNVubNwFA77tY6kj7owItLNxJtffTIoXkSq+XY9fh4Eu4ub983RYExnZwl9Bvd53+Ahf9XTgq7Bw1jhB3XydZqra0k/vzoistdF+48HlUCzW3jBq512eqpWVcpeyICLXNj+XDrC2svyCUq/WVE4socFcApS55/NdysXEXdOKiM9pSbnJ1DcB0lJY+sKQZIZZu9VPWs6Xpy5KuVdX6L7h7LhgVMwmL7bv8rhe79UDkXrfV2f2HlqZxuS5LetiSS7HYOksxc0Eu9gZn7ZcUmIK9J708p/aglh0Ysfd8ebwLEKPcj1Usje6SksOi+989Zxn3rMHsWbk/bmlz9yl21+mByJVtWFL04BKBc0kTau/8Ym8eV2s/LM49pj08yh9fPrwd2l8Df3r1998CfvuO53Tv0BZV/afAPwV4Is8+0C2T90iWNdP3yZJm8H3Hl7VOKkauPoEbhcO553fjE/5i+JSNm/jEHxm14y/mT/k30zO+HVfUc8BPcqneJEv1uzfZ4GUcr0fsfIhRR38N5P0AFOCehVow4quF6E59I7G6yhlvJHSVtiDyekFspVgEQmrkVZ0r7Bt5laoRbxk5lq1DoysPFt6u6ANyLI8S3UNCLmkkYKXc5+N3UuldQX3Lr19W3M2B4AHZlwECS95w8liFgQf5+/VC5qVFmItn1ofLPyvF1nKPfaU6LkSOVq7QPXQoLszo1jfFWMpd0Qt5nFyRm2kRanGX0pDL7vm1Y7oACrmdV4tDS3PuW19Lv65dj6Lt+m08Dxhi2+K+kdCpbwttX41pX+6de7C18ayeuXi0LNdcAIvrxfo9OV+UQncpuectB7qR4d1X8ljaWO71suOc1FOKo2+kd5f+PURX6dobupD73YfCoE6IrmVnq81DV7AyY+4+V9+19rW2KgZtPHgDkCoWYn1xGhpJ6XJdWe6j9RklW3pN+bAABaXlki9gW73nkYio6b1vOfDFCFjBQIjqtTkCduzeXpjia7gHIOU1Mjz8/XEufQeKwuCE3mXrw7cSSroQh4o5ghiTf+dyswdc2YNFp61CyzI9ohR6b+dfiAiv8+sbSam2KgQGbJmD37XqI73LZgc8F9JQ9e4hO/JCaNR00F3pp+m69T9Vs1VJAzPeiEmlXK5pVVbenc5vSR+oqg0EdK1fu85UA3MN5OLQ4i7jWggqWezF1UJBvG8Eue4SVinOqmd0Uh6MLqn1Xxcbka/6agS41ocSXCNVbe57Uo+Wh8S8i26pN6AgNps0a0CL2Hdk0Wu/2IdilUaqkmvT0yvun2sy4EWPL6Bh0/+l6tFcFj3XNv77SiVz61tVG6qurYrSArpe24byIA3jr5voawEaP0quNxAe5VHeF/krRFT8wnsK/wL4eyLyd4HfAP8p8J+9ds4/B/5J40j4R8Ctqn4pIl+/Q9tH+Tnlx86rt6TdaFUr154Lbi6EcyWeHHHvGG97/mL9nJVPHMrAR+HIVCP/ZnrG/337GV9/u8PfeeIR4lnxU4GUoTZQ4V3G+n2Rkx9iNNIHJO8HoKCLk9BK3jkHc8LlK1brhWUbcFnJ2TOrkd9JqBcHwBWlZluserDSfAFwvpUYgykHEsJa9FIykOvyXdkYswtWO71fzrlUAKhIhpytLnhR2x3uXW6lAgVZzl3qlSdhrp4Zz0KFNUiiC4VjUFt0BitjpqXct8tAcowlMmpHUgs3djg6Mab4lU+EUBijtjJw5pCzOBPiQIspuhridw9Y6FWpSbmUntQsaHIUr1aKTuzhVy8P8sMXsCEVT86OUhyanPXV+pPWv8tcrkmtUIqV5rsiUxHv7V2E+7KZNSpdKKx8YnCJTioOR6WV/tSOsUTI92UzLwt/cWjw1CiXfga5Z9ef8ZfSodftxDlqtBKiK5+IWEjzrP5Smo+FPT9YKUCr4lEptNKCWXCptoW9lRY0UAROKlbStLR+3H0fvo2rZmeOCebgSjAwZFZHzv4CNmgQYrB+Z22lV0uFGNBWejWpg/zB7XAYOBDsfdhHyohId25ueu+QaroyFtPZQVKrVmJRAS5jx9SOESrVmzts5UnvGfIHmZtT7wgiSDabMRdPQpqep0sJVGPSr01nHFONFtkkiz2AGgWct3leykW/zGm3++yodC6D1zZ2IyGysIFyAeM0u0tZxCVCYbElvc+EUJkCrSShtFKLLUKiloveSevT9NJ0tSTHnANTNkDhVHrGEBuw4EhaSKI4Cqg3gFHr93IpLOkORZVEITWdtf6shOup9EzVrpuKRxfbsdiN0mxWs1vmqPsL8ZOV+jVAoYul6WEmXkDDeimrqclZv8XexVJOU1tJYbzpuwGDjqRwKh2a5V5XwfQ12nVXfsY3kGWq0fQ2Y/NVhBIM8Fg5qwGTEMYSLqVNL+WKvTLIDJj9cFku+U0aBIJFaBW1ue4yoNVAlbCAA8pcw5XdcM1uVPatrDGlmj55GFx6jFF4X2SJYnqUD0t+yXJ1H5BDpKpZRP4J8D9hQbn/TFX/DxH5L9vx/w74H4H/BPhz4AT859/X9o9wG4/yLtJ8DMBsWEroNCPnmXjs6e48aSPkIfK1f8K/yp7fbp+yiRNzDXw7rvj62x35m4HhW0d3q8R9wZ0SMiU05fvo6reJ1u+WknyUX1TeG0Bh1GCLm64xW5eCJDjVHg8MIVO6FpacKzl5Eo6Oig+VGszhlVTROTDWSBRhHWZz8L1Dp4xPypgDSR1eCkNI1Ig589V2At0s7MtAVQMUVqE5ELEhGrngk1KSb7uMVqN9Eya0U0p0VuYEIGfcrLjsOOWOU+2pHIji2LiJIRhYUaItjsU3QCFn3FxbrXPhnCOn2jGro1IJeHqBjZvY+JkuFM5RqdEcmBrMkcZ7YzKvXJwTzYb6uVTwc8Ulh0uCn6F24BLUZKBETUoWuxdVKw3prxjvL+kQ2ZFToCZzXCUJLllffqb9ru16dn3N5X5RT0tP8N4AgOAaCADagICNn9m4iShGCpcx5/pUO845IslZmFSukLOFM3cOvKdEAyeGkFsf9hzHOnDKnQEpydoBEIIBM11l5WdicxhOtadkj08K2QyoRk+N0AcDFKoKp9I1MMWiMAzUgHUwSCmpY8wBl7AFfh+o0ear7WJGA2aSjacGhw+FjkrCkZM3AAR730MwIOJU+9ZnQVc9NZqzmdRD+nAWI2ARCoMkalRzjEvBJWHUSLzofUuJyjCVQKU5SQtIWCo+KeccKVi0hu8qNTaHPVdcglPtqFQ2bv7/2XuTJTmSLF3v09FGH8IDASCRY1d1t1CaFCGXXHPD+wh8B74AueRLUPgk3FDuC9wrXNzFFWF3VVfnhMQQiPDB3EY1VeVCLQLITGQVsjorO7MLBxISAXcztcHtHNfz63/+AyYsIIBMwJ6DYTYLiwpqPRJMJJqFBRQ80kVwgi7YBEQChXIEm8YSd/FpvttW0vqMKSbBwkx4ajUibMAbQTQSuTAL4jwjXDoPXIojQzC4+9anklw4KjVi9bzEgeQ/aAVa38eA6ANx9omKOIV7HxUOmAXOKfrZ0M4ZXbC0IaMNGZWYyKLHxIAkoIRYtBy+nQQpIb+lrRCIhOWfi4EpRoYoGaK+H7sLlnbO6GfDNGlwEuG4Pzc5JepknF+vUggpUoy9BwsFwQasnqnUSCUmzDLRdzEyBEM3W3ASOS3fE4uvC6UIRqYYbAK1GsmER2KYoqT3FmaJchEx+6UTzwJ42rAAjqm0ogsWphSHCD6xB4wk2AWYFAmkGGaTPs85beOtBJOevxRnbAIcnAch8FYiTQJDPelZl3NMq0RLbKnkSAD6u7FDAhukCRgSqCKcSDFXKbyNS2z4S3jvX4H9AD1YiMSaem/v7Y+Z+CFw4JcCGvwEpxFj/L9JoMGbr/1fb/wdgf/1Xfd9bz+D/VDZQ7yrl/sTzMS4MBTchBhG1CkjyxXeGqISDMFy7DTHqkoCjIFU5nBSFLeS/FUk3wfscUK2A3EYidP0PbBA/Dl1l+/tL2q/EEAhJQkrORBtTCurIaDuAAUhKM1EYxIdXriQkvmoWAmHzRzephVGOXlwli5mKASVnvCWNPns+pQ8OM0QFUYEVnokGNLEG5DOIx20c4YjkotIbUaCXQAFIYnznJLvSdGEHBcDuRCs1AAm4K26Hy/OM9IF5KjpXJqgu3hEISjlSGkmQhbxVhAznRKnOC77eeQEchT0znD2OV3U9y0TrRCUYqTSI2U2cbDp2N4KglVgdLpupVKiHCPRe8Q8I9yMmGbkZFBjRE0RP4GcBNIIpIIoU3FBYuZqgk+lFak15FIzHpayCC8TmDAqxCiRo0hjTSCnNL4aY0oOpnT8OM8JPLkLXiolPxi9tJsReAvRBnLr0nWKkfxOPyFGuqg5+5zemeWYIKYlWYghARRGp3uSRUozUcoRhcBFTxMKOmeX83ydZKBVem5MYKN7rBC4GGhCThgVakqfLUImQMGmRDMXEQec5iKN6RbU1miChZUeMUIwREU/GappWSnV6f1KTxiSP+BkAkcAbyXGpkSniYZ5UulZX5KNlUlARBeydG5hYSjYQC4cbbTI6dfFUAiIlCRZQKslGRe0IcOKgLEzwWYQ0/PVOcO0tCAKNiZ/DQmU653BRaiEQ5uZYAzIBNjcAYiQkjKZ+fS+EODc/dht1Cg8tRqIWUyfiVLgZtQUEJOk8SkeGCHYqB7MdwBGl0BNMUnOs2WMikAkF4Faj0jrCRkEq1DmTVDSo6aImATtbDmFgmFxG4OilCO1GimsY58FfCbxmSRYjfpWDFhAM/d6TDXGVLM4JqCqd4azyzj7LMUcmdHKkTzO2Li0kFzWteWiZ3InYMgbAoyBgI/xHkxwMTJGGKOijQlcPfs8Hcdl9M4koGyUqFHcx6UU0+fX5w8JKNUab/VyrRCyQGEdtRop5YhZJj4OOIWCdraISbwe887Xl3gTLKjML36crmOMitOcIUaJml6DiBiDtwmAWKkBcxcffI5wEjWFdM6Lf0YbWakBhWCIks6ZZby0TTASaR25TAyFxueoSaQ4KSXBJP/PxZxYE8v+0XswimDTc+9jelaVSyUXwUqMSayuNmRpzNl/C4SY3qWNxq/Qkr7KXVkL326x8eak+V3qhv9S9gO93N/br9T+LZOcN4GIXwoo8d7+3VkMESHfoqPwRhyN3hMnB92ANJpML621g0INEndSzIVKjPQAahSYFuwxgQn5qwl9HBBtTxzHRUPhjQD+57CC3vvEX9x+GYBCgDZkXKkWbCBajZhn5AhHXyCBtR3YZ2nVUI4zcUgT0is9kluHz9NqoZw8cpC0IUMKwcb0+IyUXHmPHgPjaGijxQjPWvf4PBJtuhVimFGD4DRnTDGSC8HaDPg84jOFVhLmGTUGGCXHucQRyYRko3pU7vGZIVqTELRlWzVCM9p7AKKUhrUcWNuBkAd8pohW369KMjnE6NFDRI6CdrQc54I2Whw9pbBkC8thp1tqMyFyj881PgOfS2JmkNakWuM7Z/c+rXhODjHOyHFGTQo9iteMAM19n/o7xYLgBXFheog7FbyYBBijT+URzDJNvAexJASgRtAD6HFhJ4wzYpxhcikhv6MQC4FQCmENITP4XC7XERG5Z21HNqqnkiOZkCiRKNhtLDjOBd1kkJNAjxE5zPfJglCKsNyTkAfWdmAtB4xQdMHRhJx2sss5p2RLSEG0hjkXqDwlkJmQjDFwnEuYloRhnhFKMmcKn0e2ticXgilGTnOGGgVimpPWo03nsNY9RkjaaBlGw2YMCeQxmjmHlR6QQtCEAjnIdC1SEjJBbh25CFwHQxwVcpqW1U2ozYhk8ZeRxNAwCrJALmZe+hVy/HUF1LCAbiGLRKMR3YAaBE3IyQTk1hFsAYAaA+cxlQStZE/MljgSI3qINJNhiJJMeDI74/M7cHJOvjnf+eWIsTM+t8lv5vR+O6Z4IxkW4DPgc5kYRW5GDQE5Kg6uZIiRlVSs1IDMZ+Y8gWSQQCg1RNQgOU0Fp5gBnlzARvVkmVuSY3UPQkSX/FQv+zVjxtEXDDGV/SghqMTMRnes7AhZwGcwZ4KQa5RZYgDLF/08I5cxU2ySqEU0aR4U3Who8oyjKzjqglKO5NIl/ZIYkcxAuC8JIyo8fmEtJLsTYHT4ezBhiNBGzSlmNKHg4EuOvuDoChqX0Y2GMKRYdBc71LjEDDcT7gBIkl9jDCHXzJlIMT4L1GZiozsqMaOEJhBpg+ToC86TRQ3LtY5zolFCAvMyhc8hyxwb1ZMvrnKKGaepSPFhCESXdAowGp8JZD6zUcmnm+A5zTlyEMg3/DpYScwCG9UhSb7fT4ZyhOgcQil8LjDZzEoOCZiYc+RIAhSEwGeCzM6UYmaIkna0bKcEGkSriVmgFCNDhG60bIYFiMwUue0wAtpgUwxwc2IvZZFSjnTxlzEN+FH254YyIeAv0e7mXcoVfqS4Y2IVvQcbfmn2o1dG30VM8S9dNvHG8N/rIvQ2+3VNFd7bv6UJiZDhvuIBSJoH05TmWFIghSCPETVlmE7jyvSdFhUQE3vZ9KnMwR4XMOHUErueMI7E2b1xvLc8nHflDn+qLOK9/UXtFzGTEBGaUJALj87ntDrnUzK9dyUKwcYM+ByEkjB6xCg5hZxcnFhlE1O2lAyMDjUKbucaheBCd/gcojXgPWqIuEHThBzFwIVJ74fCJHH1yaEHOEwlXRRUQrDVXQIUcoW+W5EcAqrX3LqKIUZqodioliyf8HlBzE1aHXczaphRA/Sj5XauGWKgRrKSAzvbQe6ZC43PNXJhWsR5Ro4OPUR0Lxl6y+1UcfAlY2zxMWBQrOTERnVssh6Tz/g8Yy4EPpeEZTxhDWKa7hkBwjniNCHGCTloVKfQRtxrFtypl7O0GgxBEo0gzjIp4MskzPZmRwgxi1TmMC5gwgCqB93H5RoCqpuRg0OMUwo2zn0rQRDWgE1Jgs/lch0Rk89ssp6dPrOSEwaFj4ExBg6+5HaqGHqL7gS6D8jRJXQUwBp8rpkLAblnZztWckCiGJb928GiB1DDkmQoRcwNPhdk+cROnTEojtFzcCWyl6g+rfKiFD5fAAXdYRA0MXKYStQAYnDpNmUan0cuTIciJcVu1KhhAXmswefcv3/wJWpYAAkhmHPJOk/lHk3IEYNEDAugkQsubI9CcJwL9DJmyDQqnynlTBNSUvRrsoCgEhMhD2AN8XRGjnDwJVYI6mxiLpbuDUOgGyxDlFRiQhRzuv4QUGNg6C1d1OzkxCofmTOBMBomhxrgdkrA4FqMlPnEnFcJBJhn9BAYB8Mp5CgxslUdspjxWQbGwjCiBo8aLAdXMEbYodjpMzafU/zJbZqITg7de9SgOU75AjCeyIVkp8+UmeOcw1wocmvTRNN7xOAWQCGBi3tX0USDi55MaEoxslNntlmPKmbmIgFiIVfEzCC0TroDwYNzME7IYUb3Ht0rdC/Qg8D3irGwnLKcvSmp1EQm5gVQmBMzQUJgJrsvZ4hIIb5HnQ8x4ohMCzOhjZomJFD14Etu55qbqWY/lpyGnHGwiGE5l54lbvgEqo0pXtzpJwitiZkh5Io5F8xFRBUzF3nHTp0phUeTMcaZJhr2ruI8ZKgB9BCSX3qfJkPWJgAzhzpz7PSZfCmJakLFccoXQMEnoFcKYm6ZC7D5zE6n+DBGz+1Uvd7Weyhy5kIii/TcKJF8e+gt62Fhi5gEihSZoxITjshhKtA96XhGM+eCOk/MidtgGQaD7pN4b8h0Al3lwBAl/WjY3QEKuWCVjxjg6CvUsDCrbE0oApWYaKP9eR37p7I/Fs7+LVkHd3YHIPyU5/JeZ+HntZ8y0b9LhH7Obg1/TlnFr2ua8N7+EvYnyh5ikN9nKQgJvE7oo0/fl3Q9AlCzRwwzujH40iSgfRG1li4JMMrOIduFmdD1xL5f9BPit44j7nSh4H08/AXZLwNQCHA71+QikhcTociQPqB7uJ0qAHa2TUmh1ohxQnWSgy8xQrDNep4Wy+r56FCd4HZe9tMtvojE3BBjRPczsTccfIXkxAPd4MuAzzVaijR2D4ehoAsaoyIPzJlQBHyhEEYTJ4fuPKo33E4lbZA8UoJLfWZVjLRlAijkssIpe4fuIm1vuJ0rupg0AFbScWUbTOGYywxfamyWJRq9m5H9iO4Cqlf0veZmrLj1NW14yYWMGKFYiYkr3fAga6mKkUNZMJcqIYCFRuUWjEXo8b68IM7zwoCYEINBWZ3qfLUgSrl8oYj73rHB3+kyxIQofgdQEJ5FgDGVTKgxgQmmi5gugQm686hhRgwpmYl3DIWl7ZnQGowl5hZfJARzLiGUgXUx8iBrE6AgZowolpXHyK2vuRkrXGfIetB9QPQjwaVyBJGl+zqXYArHzrSspEOi6SK8civG3pB3EdmncxJKEQrDXEKVT1zqM0oI2iB5NVUJuOgWpoc1+EIRisADc15WKhWHoUB3IMYJpMCXBl8GLnSLRHLwFbHT6N6letvc4PPIA30G0nmpXiCGCYzGFYKHWWJAHHyF6mQaWyewZGfbtN9Yo/tUKx8KTVGkMoyDL1OC8isyHyWlmBM4kGvkPKM72M8VEtjmPdcL00ANM27QdItgo8lTUq0A1c33IOITNbHNe56XKZZEl3zzMBYMMVLKmXU+ci4EwlrCqcF0gbnXHHyJjwd26kxeTLgiT4waH5CDQ3clt2NJEwwfacFWtdTFyFiuCNkCME4TavDoHo59zs1c49hjhEyAQNFzKCJzkZLWO5aEHKc3YoHlxiVw0ZkTGZpKpvjzwLYUxURf5MylZC4UJs8QWYboB2JIz20STBpRfVoxmHqB6gWqk8y55mwzbk1Jrh2ZdBg5p54HOrGWghiZhCcXASPi0nDjDbHW+24OMESZSgdiRhPSNV/PK25cxaup4nYoOfcZvtPoVqJ6UH3EtCEBd+NEHKdvaR6QZcQ8Yy4UcynwRaAoJh7Ylkt9plpWER2eg19z4yr63pL1AtMFxDgRFl+PucWVkrmIbIuereowQjLEmZu55jRkCeDol1UXpQiZYS4EZT6yVS1KCJpguB1LdCdQvUtinVmGKwR55L4VMQAAIABJREFUMbFVHT4mX5x7jelCivN5zlwKNsXASjqGGNM4fUyMiDsfzwbyBVB0vUH1CYydC4UpHKV0dFEz9QY1pFIKV0gus1SScTtXKQbMMyEziNxTipnnfv3zOvZPaFG8Jf/5cxL4H8tc+KUm9r8EIOXXZL9UGvSPBTL+nOt4yz6/ws7S7+3f0t5oIZkYVW+KM8bELBhIwOo8I4cR2WYoa5LGVVIzTqLLbk4CjMNIHMfETFg6PNzbDzznf5Kd8Ev1839n9gsCFCoMsC4GXFmhQ8B0gVdDhSfywDTMJQhjYJjQneDWJxbCZdbyRSnSauE4oTu4nlZ4Ilf6hK8CvrRIUnKh2ozreQU8Y6fPxNIzlyrVQ48Tpo0c+pxDKJAMPNAnZOVwVZYmsm2P6h26LbgZKo4hSwmO7NjmPccS5tKQWUM8T4huxLQQWsOLcU0TDIHISqQEsi5HurLGVYoiW5II72EYMd2MaTWiU9wOJdfzimMwPFpWJldScKnOXNmGi7LnUNW4SuJKgas0urSoPINxRMxv6BZME3HQCK2RWqGkwMi72VnqVy5C6tAQnFjEHpOSOiJVpgpI23kWUUOQ01Lm0McFUAiYs0e1DtmlJOZeZOVb7ASLyDN8aXHVHaAQoZrZFANXtuGhalhJgUQwxpljMFzPK26HEtEpTBsx7QxDAk9S4mFTYlVCXY48MidWIhKINCF9HqE1mA5En85JFDlzmQCFXdGxlYmqfAwZN0OFbu8SBo/I0v2W1ZieEySHkHPoc/IuwjghlGIuFbH0XOkTANfzCtVKVJeSJF9afBXY6TOeyI2r0B1pZdZY5jI95wrB9bxCd3dgg2Gu4IFp8KRExHRp5dKVmnVxxJAACt39rG79r7Y5SnIRyEpHyA3SzZgucjMlv7/KznxTplIZ1Tlil3EIBb/RR+pyYK5yMikTkNVl3Pia3J7ZZS1flQKRZcS2xXSR2z4BgysZ2OUt+0pAZsF7dOcRneHVvCbwNVvVsS4HhmqTtolhAQ3hti85hAIYuZQt26LnaQm+MmitU8lDO6HbknOX8WpeM8bARlq2quMyb/nnOuAqSSxsoswPIwwjuvOY1tCdDddDza2v6cKeWkEpFJey5co2bIqBc1UzVxJXSbLSoLM0VpzdUt+4MJS6Cd0ZbCvxhcDnAp8rRms4mJxMz2gR7lvGBiROaZxUVGJiFEmI1IiAeuPL3COWTg6LAGO092UO1/OKl9OaF+Oam6Hi0OeMnUF0Ct0ttZRtRHf+PmaEu3ghErNEZBZfGlwlmSvwVbiPE5eypVy60nTBc+trroca3xpMC7pNsTWGiMw1sbC4SuKrwGXeJkaSUHRh4tW85tzlFC3IbgEctWauUnx4VPZcygTmHULBfgESZe8IMUBmcZVgVYxsZUcg8GpeL9fqEoshz3ClYJe3lCLSBHkPSDI5RFngKsGDPDEnDqFEdBrVtyAlc6WoijOVmPnKr4mdRvYjQiVg+So/p7gxrdBdBDcTSoMtJ3IRuJnrn9u1f1KLgvRlJNL3l/guMPBDSfZ3QIQoRepA9Kfsve7Be/s57B1LK+J3t/sRrIQoxPLzHkz4q7dlce/e3omlIF6DCm+0ab/fbwEV7rXb9Ijo+3ttN7kc704jIbp5yQ1CAiO+xUwQr9kJ9+fyvrPDL8l+MYDCi2mNEYLLouO2ugJAt4HbPtUkP9JHXB0hs8R+wLTwbNoiheBRdsLVIDJLHAbMOfJyrHExsFNnqGZ8qVFCINoR3dY8m7Y4PA9Vg60mXF1SWkMcJ2wbuG1zXvoVSow81A1FNTHVOSLPUgLRJpDgpi156VcEjuyk42HR8Ps6MFeKLMuIpzOiH7FtQJ0lL4YVN6EkMFBKxSNz4LLqONUXuEoQ6rTqGbuE1KnWYc45+iy5bUuejhfcFCVdPFFKSykMO9XxgTlwVZz5ptowVQa3krhaYmuLPOcwjKns4Y6l4GbiOC6tJWVaXbxz1AgipNZns4NwJ46ol97r8tufnQgg5qWbwxSTZsJS5mDOHt06VDshuiFRmO6QxzfZCVlGLHN8bXG1xK0Erg5k1cSjsuEDc2CnOkphUELSBcdNWPN83LDvCvRZYs6g2nTfiAFhc0KZM9WSuQ5cVh2PzIFSKgKBm1DyYlihzhJ7Dun8QoQsY64Urg48LBp2ciBguAkrbtoS04JsR4L3iDxjqgVFNfFQNyghuPE1XZuzPoe0EmxT4mPrnkt1xuF5Oa3RrUB2U6qRLjXUM1fqhIuB58Mac47EcUTkOa6GR9kJKQQvpzWmJSWFRY6rIle6SSubfUnepsA+V5LLItGsX0xpvF+TzShyAatyYK42KO8xbeT5sAJY/F6A0Yh+Qp0VN77mH8yRXdlzrnbpS6ubUM2K63mFFC/4ID/x/1akWHI4YtrIdZtzDBlXauBx0fD/VRCLLHWJaB36nPFs2uBiYCs9l0XHFzWEMok5ii7FnWNb8NKvgJGNHHlUNHxeR+baYKxNn2c3Ys4R11qeTRuaELmQkkvZ8zg/Qe1wdY6vMnSWQd8ThwF9njDnDNkqXnYrns8bDuEpD1QkE4aNHPnAHnhYNjyrN7haLc++RZU5os1gGJf6RkccBkSXoVuLKVLpgM8EwQqcNnQ68krERUUFQhS4oBm0YVCGVo5LxxSPxSPFG90dYmrd66JaOjlkr8scXMWLcc11X/PqXNG1OZwN5iwwZzDniDkHdOsQ3UgchlTCdFfusMSKubZMtcTVEVk7HhQtH9gDGzmSiYxA5BAkz+cNL7sV8qww54hu07UTAyLLmKssPUf1zOP8xKXskViaEHk2bZjOlvU5Itsh+XxZMtcGV0eu8jMbOQKGl37FsS0ozxHRDek+lDlzDR+WLRs54iI8mzaJidEmFkMsMlwNj4uGXAi+DhnHtuBBG5KPX2yYK3iUNcn/5zXqLFPsUApXSi6rjlKQvrPOCtmNqZSiEjzMGgBejjWmTUKOc6VZVy25gBfz5mfz6Z/GfkTmI8Xr1ptCIGL8vkDjv9beBBjeEWz4wU4Qv1Tmw3t7u/0Ak+AHOzh8195Mjn5qQcc7RvifuTr75+733v5KLH4HVOANlsIbpQ+L0BpxSow8MaWWz0IsjGhIHYl8eA0QhO8E6B8AE77197uyE94zuP5i9ssAFDw875ckIW94XieBRXOeObU5XRQ81A1zHYllDscG00SeDWtCjHxgE9gQiwxODfYcedmt6GLkUrXk9YhblVilEP2IaQTPhrQyuFMdm7pnqquU1J5bzDngG8MLt8XHa65Uw67qOK426fgsCUQTOZwLns9bXLxlJQMf5Qf8yjOtFHWRtk0gh8c0lpdtzfN5yxC/Jheax/rIo6Lh9yvPtNIpicgz6DriOCKbAXuuMCdFd854Pqx5Pm/5jT6ykR4jFFs58cTs+TA/8NVqyzerHFdLppXANhq1ylHjBG5C+EB007dEUxASIUTSRA8REQxyVsg5tZP0FpQhlUSotwAKfukX70BNET2+UebwJpjQ9sR+SMddAobQBpFniKrAr3JcrZlWAldDWHl2q5YP8wNPzJ6tTOUOqTtD5Pm85emwpW1yipPAnj2yGRJQAog8Y15lTCuBX808Khoe6yO50Axx5vm85bqrMI3EnKeUZACiyJlWEr/yfJQfWMmAi57nbktzLtg2rxOGWOa4lWBXpdptHyPfuAt8YzDnJSGoK6aVZFP3XMqOMQaejRvMWaT7ohRupcjrjkvV0sX0/JozSbzyYoOr03MeYlz2jem93Ya5TkycMcLhXPDxOQk5TpXkUd4gSf5lf2WAggsKIwQPypam3pEBpg286msckYf2xFyBsEnHwDSCF25LXjzjUdFwW4ukH9INmLPghdugEHxgD7hVTGCA95hmZjxnvPQr/jvreJIdmFeRUGUAqHbCNIKn/ZY2BlYCPihO/G4VCfXCKOoHbBO5OVteuC1DfM5WBj7Ij8wrz7SSlGVBPJ4Q3UDWBGSjedpvuQkZnwAb6fkw21PUI9MqZ14ZTL6UQE0O2Y7YJj2v+7bg6XjBbZEzxolCWLYy8FgfeFKc+P1qoF1lCVhcKUyVo5oM2RvC4NOqQT8grUVlFpspfJY6EgQjiErilKG5ZyYI5igZg2GMmi5k1GpIrW/Foq/wBqDgo8RFzRAN7dLN4egLbqaaV1PFzVBx05Y0bZ58pZGYRmCaiG0CtnGoZkS0PaEf7kWZpE3xwlc5bqXugcdqNfCkPPJYH9jKgETQx4nbkPN0vGDfFphGYJuAPC8AhZBLjDBMKyhWAx9mezYyxaabkPFs2CAb/S3AUeQZrpbMa8+HRYoPQ5x54bb0Tcb2HIn9kEojapt8tzixlYE2wrNhgzkJVDsRgFBlzKvII3siF4qbUDGcLeacdBhCmeNWyf8VgmfT9j52oDWuFjwqGowQXM/r9N4wgrW4mvS8k2KKPafPyNWKB2WLEYLn468NUEjfQeKnyLvfAByAP1ky8HO3hHyrMON70OHnsbeABT93q7o/CUx89/0/dX7vzHp4p83e2783+y5L4R22S10fXu/zLVDhbtu739ETg79nOb913O/a28CEu83vSh3e2y/CfiGAQuRFt8LFyEf5nv+8SqvW6jwxNgWHYNmpM2E1E6oMMU3YJvKiW+OIPDF73DoSqxzmGdsEXp0rmpCS7V3dMa5W1NZCP2BPkWfdhjZEtnLmcd3wxfoKURaEwxFzmtCnkq+nC8Y4s5WBJ/WR69UHhDpPtdDdQHYKzCfL0+mCLnpWUvFhtsesJ8Z1SayK+2TDnCbsybJvSr6edjTFF9Qq40p2fFLc8p/WI9Pa4NYGU5aI44k4Tci2xx5nbKPoT4Zvzhu+Xu+4tc+4io5a5myk4rE+8nF+yxfVjlfrmmmj0K3EnBW6s8i+SJoJbil5CP61aIpcEukYUTEiQkQ4jXQaZWVatVw0FIJKtNIokpgmEaSPyJlFWCV1c1BdEqOU3RtgwrLSeFfqgExCjKIoiFXBvLKMa8W0FkybgF2PPCobPs5veayPbKTCCMU5DNwGy9fTjm/OGzgZbAP2OCO6gTClMgNRlri1YVoLzGrik+KWK9mhyWnCyNfTjttTRX4Cc5qI/ZA+r6pgXAv0yvFhtmclFV30fDldMp8sWROI3V3CkDOt4HF14lKOjFHy9XSBPinMqUv172XBtBZ8XJ3ZKUcb4Jt2gzlF6AeEtYwrxa7u2MqJJihu2pKLJtW7U+XMq+U5J/KsW2NPMVHD6pywnrlSDYdgGZsMde4RWjOtBU/yAy4m/zLNT7ks95e3KSTa+oflkf+y+pRaSuxp5vm5og3pfkzrCEVObDtsA19PF0gh+LA48F/WSQch9gOmga+HC1wMPDF75nXArzJkjJizQzQlz+ctcMsH5oBbe+aVTboqbY89wbNuzTEoPtLwUb5nXkXc2pJpvcQVjzgZvhx3dMFTSsUn2S1y7ZhWObHM05dt32MajzkZnnVrns8bnDmwkoqPzS2Xdcfz9ZpprcjrEvEqaS/Ic489ecxJcT7lfNVf8Lze8hv9DYWyrKS+jwNX9SOadcW0Tj5lNxnyXCL6/nXp0zQR+x7RWpTVWCMJxiTQUAiiUMxYmijwUTDOmiE3tN6yMf3SnnGiVImloEilESEKPBIXFZ3P6ILl7FPXiP1YcjuUHPqcbgET9FFhjgJ7jGSniD3OqNOUhJn6PgGQMSK0RuQZsS7x67tYAWEzc1W3fJrf8FgfWcn0tdaEmefzQ77qL+hOOfVJpM/o3N/HiFgVTCuFW0ce1x0fm1tWUuGi59qvedqm5N+e5nSvpCDWJeNaItfD6/gQPF+OO8TJYE8+lZhpzVQb3Dp9r5VS8fWcniPTgGh7kIJ5ZXFrz0f2FoCnLo2jm54YI2GVMa/Tc+ti4JtxgzmRWGd5xrROz7sRkqfjBaaBOIyIqkzXpY8MMXLTljxsfAIba8kHRSq/ejps/y3c+19t32oL+TZ7s6Lhu+UNd2yFt+53J57Ha7DhTmDxu/v8AADxg8DD2zo9/NQlFO91FN7NfuoV+Lcl6z8gwPiDQMHbXhfi++MI8UfP/3vsgm9R2X9wt7fv+97+eu2PxZKl9OGHgTe1gKHfARa++/cfO/Yb+gzfO/ybYMK7xrv3cfEvar8YQOHmVDFE+MjeMq1T+YI898jjimu/4u/MDcVmwK0ybIxkJ8/zZkUTIo/1ATaOeZWhQ8AeZ7pTzrWv+Afb8NHqwD9uHqfJaN9jT5EXTc1tsHyqHZ+Ue363gVAVECLqNGIPFV90O5oY2EjBx8We/7wNuLXFak0cBuxxRh8tX/Y7DgE+1ZqPzQ3bdUe3rZg3Ocoa4uRQpwF7rDgdM74YLnlVGx6pyKWKfJLdsFt33G4rpo2mWJWIG0vo04TanEayg8EcJNenmj9cPOBpvuWJekkhAqWwXMmez+wrvip3PNus+eZsmVrD2Ar0YJBjjp4cYvZI7wkTCVR4UzQlBoQPyNkjJoOcDCpLbc+8lUQlUkvJpVaVmEAIMafPUE0BubSGlINDDC5pJvR3zAT3ui5KqrTaWJbEumTe5Ixbw7gVjNtI2Mw82Jz5m+qGj80tV3KkFAU+Bpow83R+yBfDJdenGnOUZIeAOY3EriN6jywKYl0wbTTTJrLbtHyS3bCVSZX+lTd8MVwyHTPWx4g6DYTJIaxh3uRMW8HFpuVjc0MuNC/8xJf9Dn1U2ENiM6Sk3eI2gU/LWzZS0MTAV90F5ihQp1SnHaqCaQ2fVHtKIfjCG543K8pjTOMUBdNG8Gl9ZCUFX00V7bHg0XGGEJhXGWHjeKwPNCHyolmxOaXSFbey5OuRrZz4g9shjzqp5GaWaQ0f2j1DhNum4uOT+xOe+MsyF9RrkHGdQEbdTHSnnCam5Hne+FQmdLvHnCJfdReEmHwqgYwFvLolO0a+arcMMfBYHxGbCbc25EIgF9/8crzEr/6Zj80NauOYNkuZQttjj5HrpubaV/yNHvg0e0XYOKa1Ji9y4rnFnhz2qPmqv+AQJDul+djesFl3jNuCUBcJjOwH7HHCHi0vTzVfuUu6/JqVtDwxez6qD3y1vWJcK0JdIPKMcD4Tuw57nMgOhu5g+LrZ8sXmAf+NfcFOeTJhuJI9n9pXfFLvebZZM20M00YwnTS6KVBdhVhAveg9oR+Qi46K1ZKoJVEubWYRiKiYveA8C5zT9M7QuIyVKanNSKVHMjmTyRkjXgNWLirGoBmDpp0zzi6jcRmnIefcZ4ydSWUOjVzABMiOkeyQ2kbJpiOe28ROuNNOsBZRVfi6YNwu17WJFJuBT+o9n9pXXMmRTBTMeG6D4ovpAV83W+TRkB0i9ji9jhF1QViVjBuJ23g+qhMTKheaJkx8Pl1x3dTYo0j7DeMCIiZ/Xa9SzM2F5psQ+aq/WLZNZVeirpi2mrBxfJq9wqC49jkvTiuqYyS2PcJapo1GbRwfmj2eyJfjJfYo0KeBKARubRDrxEIbYuCr9oJsiR082DFtIh/ZPSFGvux32GOEcSQ82uE2nsf6yCFo2mOBOSWgY9wIPir2uBgTKPtrtTvthDeBBbksoL1t7vi2CfIfmzTfJVfvNAF+C3PgL9Hp4b39+uyPdXh4VwHGOxDhh1gGPwRGvMWi4FutJF+P/26n8t7+Hdu7shTut3+j9OE79pqtAPfAwt0xvrfxm6DXDwMJ6ZA/Epz4Mdu9tz/bfhHEJhEi4zHnGAwfmj3TNkJZILoBe5A8dbskYLhqmbYJAzFHR3MquAkZOzlQbXqmbWq5qI8j4mB4Ol+QCcmn5S3jFmJdEidHdvCcjwVP5y25UHxavGLaBvwmBymQ5w57hK+bLdfekgvFZ/krwnZmvNApCZ6mlBQcBJ83O659gUTyoT7w0erAtI1MW5u29R7RdOSHgN5r/tBc8tRvcNFTC8Nn9hUfrQ64rWfYCuZNgbgrl2g75LEjOwTsQTAccr447/hiuuI6aMY4Y4RipxRP9J7P8hs+Xh0otz1uGxi3gmErmbaWsCkRdYmoytSecpnkxNklXYOuJ55bRNMiTx3q2KOPPeY4Yg8T9jCR7R3ZwX3r99175jiijz3q2CNPHaJpiefUSzbe9ZJdgpW0BlGl8wmbkmlrGbaScStw20C57fl4dUjXY27YSokRijHOXAfNF9MVf2guGQ45di/IDgF57IhtUh4URY7fFAxbgbvwfLQ68Jl9xUpqXPQ89Rs+P+/QB01+CIgmJRmiLJk2lmkb+Wh14EN9QCK59gVfni+whyW5WPQLxq3Gb2c+y1+RC8W1t3zZXJAdQJ671OFhkzNtA5/mN+RC8XTe0hwLssNSy16XjBv4tLwlE5Kn8wXiYNCnVLoxbQz1tmcnB25CxulUYI4JHJi2mqv1mZWIPHUX2KNMK59lgdtEPjE3HINhOGao4/Bzu/a/ymav6CJ8mr1i2iwgYzMgDoZrX3Epe/RmYl7nRDeTHwPftBvaGPjY3DBtA7Euks8fA89Oaw5BciW7JcnXYExiIBwEn3eXjDHwUJ3ZrFuGjULkOXEYyA+e9lDwpdsB8LG5od72DFuJqMoktngcsAfBV82WF75GInmi9zxZn5i2kXmbIYt0rurYk+0j3aHg8+EBtwE0iseq5TfVK/RmYrwQzNsMURap7KEfUMee/BCwB8n1seYP/RVP5zVdcEgEO6X42NzwWXHDo02Dv3CMFzBsFW6TE+sSURYIbZLvTxOx6xHnFGfsYSTbe/JDSAn4QWAOEg6W4ZCzP1Y8P6542mz4srng8+aSz9tL/qW95A/dg/uff2nT6583l3zZXPC02fD8uGJ/rBgOORws5iCxB0F2iOl4e489jMhjhzh3KW7csxMMoiyIdYm7yBm2inEL/sLxcH3msyLFiZ1SSARdcDyd1/yhv+L6WGP3kvwQUMcEbgKIsmDeZowXAr2d+Ky84bFq0ShuA3w+PKA9FNhDTPtNDpllaZ8tfLA+8UTvkUhe+Jqvmi32IFDHIYk3ViXDRlJve57oPQBP5wvaY0529AlMzHOGjWKzbnmsTowx8Hl3iT0IxLkDY5g2ms2m40p2HILk2WlNdgpL7CiYtoGP7Q1DDHx93pIfU62qX+WozcSVarn2FRxN8p/MMm3gE3tDF+H69OsWZQRSknUnzvgd+0Gxue8KkP1Y+ylbCv6ajv3XYL+2z/YdnuW3+sGdz7wtcXsPLvz12o9N0t8mjijkfamCkEk8WyiVXpfq+z932yt1v8/da2/6xP1x/phuwv05/AhA+L39q+1PRi4hRC6E+E9CiP8ihPivQoj/Y3l9J4T4f4QQv1t+X7yxz/8uhPi9EOIfhRD/8588C58S7Ze+5ko1+O1MWBXEYSA7pIldLiSfrPZpAq81+jDA3vLNfJFKEtYnhm3qFiCbDruX/Mt4hULwN9k100UgbFJybw8TYm/5YrpCIvmNvSZeOMYLmyjS55Z8H3h5qHk6bzFC8Zm9pr7o0vHrErxPif4+8uK44nN3hYueKzXx2/oV7mJmuFBpWyCe2yX5FnxzWvP5dMUxTBiheKKP/LZ+hbkYGHciARGrGqFNWjVvWrL9RH4b0beap8cNv+sf8tW85RgmfEwshcdq5DfZC/62uubJ9oTcTYy7yLgTDBeKaZcTNlUauyqRWZYceWklGYaR0HWEc0tszojTGXlskYcWfegw+x697zH74f4n/b9HHzrkoUUeW8TpTGzOhHObxhvG1y0ipUJmWQITVjVhUzFtM4YLla79IiJ3E0+2J/62uuY32Qseq5FaZvgYOIaJr+Ytv+sf8s1pjb7V5LeRbD8hmjbdL20Qq5rxImPcCcx25Lf1K57oI5kwHJfVx6+PmwRG7B3xnJTaRV0y7BRu6/lt/YorNeGi5yt3ybPDmmwfkccOvEfUFcOFpLro+cxeYxaw4PpYk+9DAmesZbywhAvH32QvkUi+mK4Qe5uYDt4T1gXTReC3+UsUgn8Zr7B7iTylFczhQvF43bCVgefzhri36FNiSAzb5Be5SM+7PSTNjrAqmC9SKcRLX6P2JgEcP5H9HHEhesFNyHii90wXIYGMbY89SL5yl2yk53J7ZtpaiJFsP/PiuKIJMrEQLibcNocQyA6O5lhwHUq2MvDR5si4FQkwaJMff9lccAjwQDk+Xh8ZdwJRL+DhwaH2mn8ZH+LwPFZnnqxPjBeCsEotamXTkt9GrvcrPncPUjyQI7+pXzFdBMaLpbznDYBR7TX/fH7AN/OKGc9Owt/mL3hw0TBeRIadgVW1tKudEKeW7HYm28O0z/l984DP3RW3ITFvUhzo+Nv8Bb9Z3VBe9IwXgXEnGHcaf1Ei6gpZ5Pe+H4aR0JwRTYvad2T7kfzWk+8j2W0kuxVktxJ9qwl7S7cvuD1UvDis+Oa05uvjhi9PF3x+3PHF8vvL0wVfHzd8c1rz4rDi9lDR7QvC3qJvNdmtXMaN5PtIfuvJ9iNqn4DI0JxTd4u7mFHkiLrCX5SMO71cT6C86Pmb9Q1/m7/gseoohSUQuQ2Bz90VfzhfMu1zsj1k+xlxatN91Om+DjvDeBF5cNHw2/wlOwkznm/mFf98foC61RT7NwDHqmS8MEw7z2/qG67kiIuez90DrverFB+aFEvCqmLcCZ6sT3yoTzg8vx8eoW4N2a1b9FVKxgvBx+sjD5TjEEiA5D4S2y4BDhdpjK0MXIeS47Ek27vEXtpksHU80XsOQfLiuCLbp1g7bQ27TctGpviV7V+DjdM2gW6HYBn2+a8qLqSdeKeE51v07bvZzo+hm/+Q/bFa9HesU/9h2rv8zn//HLDjfTb4R+3PuD/f+xx+SkHGH/Pe9w/4x19/4zTfqZzhHX3rvf07txjfLRH/DqjwrYQfvg0K3AEGb4AGb4IN94DDd0CEu7Fet4d8BzDhx1zDe/tJ7F2g0BH4n2KM/z3wPwD/QQjxPwL/G/AfY4x/B/zH5f8IIf4B+F+A/xb4D8D/KcTSw+uHLHjsXvC5u2KlS3wtAAAgAElEQVQnJ8pdx7zNiZMjvw38vr3CE/m76iXDTiDKAtm0ZLeSP4wPyYXks9UNw05AkSPOHdkt/FP7kCF6fmNf4neOaZshhEAfOrIbye/6h4xx5mNzw+aiZdiptArWD+S3HrfP+f34GBc9H+sDH26ODJeCsKmSY5zOFLeR/qbg98MjztGxkYq/K16Q7waGS4nf1khrUunCbU9+E2luKv6xe8wLnxgVj5Xn7/PnPL5oGHeR4VIRNsukPwZCc0bvO4pbT3YrON+W/NPpIb8b0xh9TMDETmo+03v+Pn/G362vudqd8JeO4TIyXEqGnWa6LAjb+jWoYE1KLJbP4a6uOrYLsHA6w/GMODSI4x3AcH79c2wRy/scz8RTAhJi272ufw6vNRPumQmrmrCtmS4Lhgcmnd9lZH7guNqd+Lv1NX+fP+MzvWcnNUYo+jjxwht+Nz7mn04PaW4qsltBcevR+47QnFMHjiIBJ8OlYtxFHu9O6f6qdB7XQfOP3WOa24r8JmJuU2mJtAa/rRl2kvyy///Ze5NnOa4sze93fYhw9/CY5+lhHjiCUyXJrOxetNTrlsx6oV1bb7TR39Fm+hu0a20k005tkplMLVPJuionJkeAJIj5AS9ezPPgHhE+XC3uAwiQIAkyQVZmFY6ZW8SL8OsRCPd74Oe73/cdLtgDsprOWgbc2Nbxpzb2VCKWaxAacc5lWxS0cnPaxpxARtze1dhPLaxppDwZHJttQSdX2HBgTNnJkFt+hcRUw5h7CCHY5y2iYsDpxJitjLi5qZCcglhtwLbYFgRn02MsoXF3XyE51dGW3qP3zqVGREhub8pYU4ncB4Q5C6fgUdD2qpiYCuTG/xGp4R8/L4hQ0A+z1IwVUSEgzjhI3yc5hdvbKpYQHGRmbPM66DrmfMt2ajGIXMrajkJ+wy5vKoPX2RYxTXC4L+FoOmfdscolroP0t9jTiP4sTTdMk9Z0LqSHbAtSzfVYYsx8lTM2FRZxRFmPuZAZsStKwryNMIwTIDIinFrc9GusZUBB17lgD9GKO/yihsylFQ1wvcaa7ElONA7nBe7sK3hxQFpLcNoccyYzZV+K2BY04ryrmA1RhFytSUx9rEmMOdU5XmS54dU4CjOs4x2m0CnpOufMIRdTA9r5ObK0Z1uU+AWNXSH5aP4/AhXiSPV9XiswUJ9uSE62WOMAexJjTSTWBAUAjHWMsQnjJPupxXriMJ+6TKYu41ma0TTDeJZmMnWZT13WE4f91IJxEmNskhzrJKcCawLWRKrjjwOSky36VH1+vN4oY9U4+hpMOMkXu0ISv6CxLUhkcU8rt+Byqs85c0hJf+ixsuMozKjfZZ7DnOpYk5jExEeu1krukLKJ82qu74sRZzJTziWGpLUEXhxwZ1/h/iJPcqJhTfbI9Vqdt1wav6ChFXdccvoUdJUfbvo1glkSexopINEwCPM2u6LkXGZMWY9ZxRG3Nidzf+ZDrK6vXUFyzh2R1nT6UYr+LI09O8kfrsO2IDifHuFoOof7EmKSwJxtQdPYFhLk82vK2o5B5LKdWphz5e/iFwxOZ6dY4iFICdL3iTMOUSGkZqw4DnMY0+eqfPz57xeeSBLf9fo3NObPCCJ8qwXfU4c8TSv/Y8CIp9x2/cJmfy/iOceP8E941vHPAkz8pJaR3+e/8OIyfBE/JR4W7o8X/urJd495GnDwrePGTwIVP9Yz4UX8ovGDGU+qWJ/8aZ5sEvg3wH88ef0/Av/NyfN/A/yvUsqdlPIecBv41fd+SCyxJpI72wopTdDKLdgWEhDHWNOIw0WBrZSctwbsilJJFzYe1gRu+xU0IbjkqPdIp5Cejz2JubsosYolTWNJrrBhWzSVDne5ITmBm8sK8zimpu84lZvhl4Qav1c3uImxzg2vyioOKWshFzNDdkXJvmAjEibxxsMaB5hTgxvrKqNIwxIGFxN9WoU52yIEBQuRcoj3Adp8jT2JMcYmN5cVDsMiOxngCpMLyT4XsiPCUoBf0tgXVdEtdF21mpstSY73WGOJMTY5muW4vqlzGBaZxiGBjLBFgqoecy4x5CWnx7nshFxxTVAM2ZYkfknDL5lfgwqZNCKdVjfsZuIxCURIvFPeB7HnITebE3BhhVwskYvVY9sSuVydgAiKkSB9X40PH2sNaSZOCoM0IpN+BCb4JRO/pLEtSYJiSKaw4Vx2or5/YkhVj7FFgkBGTOOQw7DITa9GZ57DGJtYY0lyvEfMlup30nVE2mVfdPBLGmEp4Fx2zIVkH1eY7GTAYVDg5rKCMTaxJzHafK2YDSmHoGCxLUGrMOdcYoAlDEaRxo11FXNiYI0D4o2HSJjsC6pguJgZUtZCVnHIDa9KYqKTnJw4yadTbIuCU7kZVd1nHsfcXFawJiCWisGwLZrkChvaJx4Jdxcl7EmM9HxIp9gVJZecAZoQ3PRqJCeK8fLwvYtWn62UHC4K2BPlu7AtJGjklqQ0wc1tTQEN2+cnefgl8oKI4O6+Qk4LyeQ9gvyTICPARXfItqiYBtrCw5wY3NlXSGuCU9kpfkFDJJNoiw3JicbNbR0dwWW7x64YE+VcZBiSnOwJphaHQQkTBQrui5Ga67qGtliTnEruLIr0oySO0Lnk9AkKIdtSQjEPNh7WeE9ionFzXaEf6VjC4EKyT7WwxC8JwryDSCaJ/S3GRAGM86nLV36dUSwx0GkbSy65A5IFH78k2BVP5o2uK8+D+Rp7EmGNBetxihurKjf3NUaxJJARjkjQMHwuWT0uZoYUC2sFTpQEfkmBijKXRku7aFYShFAmjb5PvFzBYoU2W5OYbLHHe+xxhD2OscYSawzWRJAcayTGOubYRDsBGOQoSXzyyDiJNjYxxyaJsU5yrGFNhBo/ltjj+OS4exKTLdpMMaLi5UoBkWGopFFWEi3tInPpk3xhsC0J9uWIYnHNpeyAS1aPhuHjnOSJUSy5ua9xY1VlPU5hjQX2JFLz/MR4Vbguu6KFXxIkiz6X3AFtY4mBrsZva8wmaayJxJioThMimSTMO2xLgmphyYVkH0sY9COdm+sKybGONd4rZoFtsyuaBIWQl5wejtAZRAnuLQtYE4m2WCN0TeWQUsQlp4+Jzt19hWBqkRzvkWFIlHPZFWMu2AN0BHd2VZITTQG5SQWunMlNSWtCXbtTQ0lGkgm2RcH51AiAG+uqyin7gCBvkSlsyGkhd/cVrOnzqyJ+kfsF8eRKqxSPb+Lbq7Da4/t+e9X2W8XcdxVcmvajdOqPCsKHheXzZg38EDX+BUvh6fGDnROes9zhG9fBn23I+PD17+vw8LSWkd+4zh/Olcfnz5PvPf1rvogX8Z0h5dNBgKcBC5r4envqsb4DnHgBJvzFxjNlTiGELoT4FBgC/1lK+UegKqXsAZw8Vk52bwJHjw3vnLz23SEl9jTmxrKKBlzIjPCLihqTnO6YTF2mscFpc0RQDIlzKcUimMTcWFTw4ojzyT67ckScd5H7PdYkpD/N0I0cClrEmfwEv3Sid16tccYxR7Mcg8gmLTQuZQZsS5I4r/Sk2myNNRbcmFcZRCZpzeBlp0tY3uOXTYSbQm53JCYe1khwe17iTlAEUAVBZsiuHKp9M6olplyusYd7rLHgwTTPjW2daRySFAZtfc0rbpd8acW2LPHLplrNPKFIx+sN5mSDM46wRgJvlOLmosLnfouj0GEdK719VrNoGx6Xkl1ednucyU9IlT12lQi/DH5Zwy+b7CoOUTENuTRaJo2WspUUwTCeABbkbkfs+8QbT8kXNr6SMjzcNv7J654ykfwmkGAYaMmkOn5GfV5UTLMr2fhl8+T7wK4SkSp7nCuMedntcSnZpW14ZDVFx1Wrjg6f+y2uz6tshqpQcMYR5uQE8Igi9Xvl0vhlk21Zki+teM09pq2vSQqDaRxyfdvkwTSvCo3xXrEwAJF21W9TDrmUGXLaWABwGOa5PS9hjQSJiffIcG1bMgnLe152uqQ1g0FkcnNRwRoJtJk6Zpx38cuSS5kBOU1jENkczXLY4xi52SBSDn5R40x+QkGL6EYO/WkGa6Jc+OO8y66krm8vjrixqKix/pY4lyIohpw2R0xjg9E0TXKqQBW/qHEpM0QDbq3K2JMYgudryvhz5wUtgOubOpYQnMlP8UsmxKoQvTsvspWSi1aPbUkqadFqgzVWAIopNC6nB2zLQs3V1RprLPlqVX3EWorLe/ZFCyEE5tQjOTK47jcIiLiY6JMs+WxLJzKF9QZnHDOcZFThJnQFUpU3Kldl08gwxJhusEaCO9MShyd+C6eMGRdzI3almG35pEAOQrT5Cmcco40SXF/WOAxy7GRISdd5yT6mXZyzLcd4ZYM47yKSSeV3sliRHHnYI4k5MjicFvjSa3AY5FjEWzQEJS3BWXPMy06XC/kRdsljW47xywKvYhKUHGQ+o5gKya9BhdjfIldrmC/RZyvMsYc13mKPAlLDCHsUY4/kySawRgJrpGENNZIjDWt08jhUz62RwB6Jr8eM45PjBFjjLebYQ5+tYL4kXq5OWkSegAnJJCLtIvMZgpKDVzHxy4JtOcYueZzLq3/fWXNMSUugIVjEWw6DnPo9pgXMsYE9kiRHngJAw0ABOoU0fklnV4ppF+e8ZB9T0nVCIg6DHNeXNbRRQp2f+Uqdr7TLtpxkW4q5mBtx6sQX4TAocHdWxBoJjOlG+SdkXLySjlvecCHZxxQ6d4Iyg0kWZ3wih7KSbEsmieKWi4k+ARHX/QbJsY45VeyloGARlwIuJPpsZcT1VQ1rLJUkLaXAjYvuEFNoXPcbWGMBqw0i7bItSS7bXbZScndexJpECmwsmpzKz7BOAEpr/Hxv0H72+4WTeKbWdo/fqz4srh62O/shBsNDA7wfcNR/csyPK0Z/VtnDi3hu8dzlDj9wnKcc+Mnr8Wnvn4T8xnX+Yzo8wDPOqxfxIr4rHmcrfB+wEMuvt0dj4+8e90K+8Bcfz5Q6pJSRlPINoAX8Sgjx6vfs/rSU9a2rQAjx3wshPhRCfLhnhz3ac3dWwJOSl1Jd/LKSNujTDWKY5DAoUNM93PKGXcmGSN2UdiY5RrHBaXOKVfLZllQBmhz7yKHFrX0NR9N5OdPHr4DMZ5D7PfZor4ryfZWkMHjF7hCUQ7ZlC5EwYbHGGcYcj3PcCcqYQudyskepvMIva5DLKHr9dIUzjBmPMlzfNlnFe0q6zqupDlbZx6toRMU0mpUk9jzMyQZ7KPGHDp8tWxyGLiERZd3gZeuYi8UR+0qIV9HYl1NomfRJ60kfMVtiDXc4Q0lipNMZ5fl81eCLXYtuJB5JH0pagnPmjFftI65kjzlbnOCUN+yqIX5F4lU0vLLBtmITltPIQhaRyyq2guM8CSyoC+CkI0SIDPbf3sJQ0ZMfTvbHgQTHUauruSyykCUsp9lWbLyqiVfR8CuSXTXEKW84W5zwWrbLq/YR58wZJS3xSOrQjQRf7Fp8vmrQGeVJjHScgcQaKvaG9H2ErqNl0uzLqZPfL+RiccTL1jFl3VDFQuhybdXEHzrYA4k5UqwKzUoSFdN4FQ2r7PNqqkNJ11nFe77cNhmPMjhDdb6RMeQyeBWNQmnF5WTvUcFwPM7hjGIlE0mYbMsWQTnkFbtDUhjc3FfxRinskXKCl7k02wq8nOnjaDp39hXikUVyrOQJ25KFVfY5bU6ZxjqdSQ57FEAUsSvZuOUNNd3jKMzBMKnmi2PjlwUvpbp4UnJnWsIaB6A/O5P4WeLnzguRt+bmQtUdlzIDBQiaBsnJlvE4zTgyOZcYsi+rlVzp+dgjyfVljZ2Mecnusi3FxFkX6W9xRjF3piVGkaBtLCiVVgrws5KIxRp7BF8s6iziiLax5FRxhlfREBkX6fvYoz0Mk3zht9jKkFPGjHOFCX5FEOXTSgY1W+IMY+Yjl+vbJl4cUNPhNfcYWdnhlXVVyGsCuVxhD3bYI8G9SYEvd00W8R5HJLhoDnkl14PKDr8iVC7IZZXUZr1Bn6xwhgH2ULAZpvhiXufLXZNupIxLk8KgoUe8bB3zarrL6eIUUd1+Pf8rCYKSC7kMIptBs+1H8ofY94lXa+R8gZgu0McrEqMN1miLM9zjDEOcYYwzeLhJ7KHEGUqcgXq0Hz5/uM8wVuMGe6zRlsRogz5eIaYL5HyhPBN8/zGZg43IZiCXISi5eJXEo3whqltOF6e8nj7mZeuYhh6RFMqgthvpfLlr8sW8zmaYwh4InGGAPlkRex4ITeWIUgqvqiGrO17J9bhoDnFEgmm048tdk7uTogJMhjvkcqXOVz6jzl91x8tul7Iu8eKA69sms1EaZxQjZksQGlEhg18RnClMOWXM2MqQ634TOUhij07adabTeGWNg9KMtrFkEUdcX9awh0LJyKwkXsWkVF7SNhZMY7g9LSlAwt8S59JsyzGvOMfsZHwyViI9nyjnsi9FnEsMmcYG43Eaa7xFmAZeWeOlTB+A6/Mqzuj5tpP9ufNCsFt/veNDZ/pvrdZ+c8X1uz79ZzJm/CkAwE/ySnjBUvhR8XOwE57nuf4FDBmf2uEBvsX8eSF/eBF/VjzmrfA4QCCj6Ang4Gkgwgsg4a8zflT2klLOgf8PpXUcCCHqACePw5PdOkD7sWEtoPuUY/1PUsp3pJTvJHQbY+KzGrmMooRajanEyIyLWK6xRho3dnWymuBcYYJXVu7sybFPMLQ5DAqUtZBTxSleRfUq1ycrrKHGF55a7HjV7rCrhATFFFJKzJFHcmBwzWuzkyGXkz1ylRVexVAriJsNzjAgHlp87rfw4oBTxpJLhSFeVRKWXKWbXq1whiF6P8FnyxaDSMMRCV62jjlTmuBXJduKrVbaghAxXZAahFgDgxvTMl9um0yjHUlhctZUN8m5ygq/KvGqCeJiBu2kU0S8XGGMljiDAKcviAcWN8YVrq7bfLWvMopCdjLA0RJUdYML5phX7Q6vZ485V5qQqihQwatJvJrGpmrgVy32lRRRKQOFLCKbUcCCm1I39Q/BBU3/GiV/2qbpqk98Molm22huSgEJWXXcqJRhX0nhVy02VQOvpuHVFJiQqmw4V5rwevaY1+0jLphjqrqBoyXYyYBRFPLVvsrVdZsb4wrxwMLpC5xBgDFSK5syitAch7iYwasm8KuSTGXN6+ljzppTksJUxcK2yfVJBWtg4AzV+ZBBqFb0Kg5+VXKmNOFl6/ikXaTGZ8s2+iCBMwyRq5XSR5dc/IrkUmHEKWOJFwd87rcIhzbOIEBuNmhpF69ikCmvuZgYsJMh17w2yYFBYrxBSklQctlWQ161OwBc89rYAw19qgoKv2xwqjilrIUchnmCka3ABtPEKxucK0zIaoIvt02skfL1kBmXbTnmQqLPNDJZjlOYY+9R55DnHT9bXtAcjsc5VrHkFbuDXxGIVApttkYbJjkMiwpkrGzYlxXI6IxC7k6KzGM4Zw6R1R1BWZmo2sM985HLUZilrEsu5kcKMHBdxVoaxtybFOiGNgVN46VcH78iifNpZBRjjjbYQ41riwbjKKKmw6vZLn41ZlexlXfHao0z3GMOTT5btuhH4GgmL1vH1MsL/IogKLkI21ayh/Eapy/xhimurVocRUn14xghb6Qe0CzPFQhQNYnzGeWlEAbI+QJr4OEMYpIDg/ujPJ+tVB4Yx3tiJFnN4rSx5opznzdyHVqlOVFtd5JbdPxqgqCShkJWsZQeM2qU+71iIC2WMFugTZYKWBhusAYe9mCLMzgBFwYhqUFEqh/hDNVjahDhDMJHIII92GINPBJDBSRoE3XceLFU7KKTbg4PPRO0jPpeQSWNX02cfF9JVNvRKs15LdflinOf08aarGapVrDxnlv7Cp+t2twf5UkODJxBjDXwkPMFcr9X56iYw6ua+BVJszznjdQDGkYIwFGU5NqqxWaQOgEcT2QStk1QcvErglp5wWtWh7SWoB/BZ8sW5sDEGeyJV2s022JXsfGrMa9nj6npMI4iri0b2EMNc7RBRjFxMYNflbyS61HQNLqhzZ1xEWcYKwaC6+JVNC7mR5R1yWGQYzZKK2ArigjKDrK645w5ZB7DvWkBZxRCFLEv26QqCmw8DApow6SSlaRS+GXBK3aHVSw5HuewRj9P95efKy+YSffpxc53dHr4OYwZxdPa9z2LDv772gd+a/BzYim8ABVU/MTf4VnZCU/Ed8hcnsl/QxPPznT4cwwZH86Vp7EeXlwyL+J5xCO2gnwSOIiiJ8CDpwMNL4CEv7Z4li4PZSFE7uS5DfzXwFfAfwL+3clu/w7430+e/yfgvxNCJIUQZ4ALwAff+yG6jjZfkRgYHAYl2sYCUd0SFk9WHQdSFXUIXs128WoCLeWgzVZYfZ3r2yaOpnMlf4xXE4h0GrlaYw8k1+YNVnHEhcSAVHWDV1OdHLTZEqcvuTprMo1jGvqOS6UhXk0gC1lkEJIYbLAGGp8tmoxiSUHXuZI5Yl8N8WpJRDpNvPFJDjY4A8FXkwpf7asEMuK0seaNXId9LWBTNVSxruvEyxXJgYfTl0wHGT5aneZ+aBMTU9U1rjj3eak0UONqGrtKCpHPqo4P2x3MVCGR6kfYfY15P83VaYNPvFPcCvKMot0jP4WGIXg50edN5z5v5x5wsTQkU10T1IITUEGwqWlsagm2VZugliaqZKGUQ+RzaPkcWiaDlk6juynFXrCVNOLRZttojqPeT6fV/nk1nlKOqJIlqKXZVm02tQSbmoZXE/hVSVALyFTXXCwNeTN3xJvOfS4nBjQM8cg3YRTtuBXk+cQ7xdVpg3k/jd3XSA0irIGnipLtTnV2yGfZVVJsahr7WsBL5QFXnPtUdY2YmPuhzSfrA6aDDE5fYvU94uVKOcsWsmxqBvtawBu5DqeNNZGU3ArKfDmu4vQFyYGSeIh0Gq+WZFcLeTP7gIKudNefLZrYfY3EaIMMQmQhi1cTvFQe0DJ8pnHM1VkTewDaZIlIJPCrCZzKhguJAas44tq8gT2QalXUdfFqgtdyXRxN53O/jdXX0WYrhGPjVdV80BFcWzVxBmp1Miy6iNqWtrHgTlAmMTDR5qtH0pvnEb9EXhBhRDi0OY5cLiYGbKshMuvCYo09EHzpN8lqggvFEV7FAF0nOfDYDFIcBjkahk+9vMCrJsA0McdrEgOTz7dtTKFxJXOEX5PEhTTxbocz2OENUnyxa5IUBm+kHrCrhmyrDsI0ENMFTl9yc1zhTpAnKQxedx5gVD28qpI2yd2OxHCD0xdcH1e5FZQAuGBOeKXQw69HeLUEWi6r/gOdLnAGAVbP4NqkfsJS2JLVLF5OHvN6oUtU36lruqpYCkLXiTc+2nhBqr/H6UmivsMXkxqfbk5xN8g8kj5U9SQXzAlvpO7zeuGYenVOUN/j1SWbmo5XSxBUXGQxh5bLorsp5acCJxIIn3i5Jp4vYDJHTObo4yXGcElisCLZX2P1Pey+hzXwsXu+eux7WH2PZH9NYrDCGC7Rx0vEZA6TOfF8oY770C8BEGZC5ZFcFlnMEVRcvFpCfc+6yhf16pzXC8e8nbrHBXNCVU8+kjrcDTJ8tDnNF5MaUd/B6UtS/T3aeKHmra6j5bLsqyk2dY2ovuP1QpeXk8dktQSLeMuXuybXJnWsvkGqH8B0ocDKXBavlsCvR7xa6HHWnAJwKyhx/SQ/JIbKTFJk0nhVE6Pq8brzgKQwOAyz3BhXcPoSMV0gTINdxWFXVcBRUhh8ta/jDVM4gx3xbqdkGTXJlcwRptD4ctfEHJiYow3oOl4lQa28oGH4HAY51gOX5Mg7ec/gfHFMVhN87rexh0KZ5mZdtrWQc4khx5FLOLTRJ+unT8CfEL/I/cKjD+OpAMJjX+apq7ff8lH4Bjggv0/m8Cw+Ck8rOL8HQHiieHwhbfjrisfO1/eCAE/1QXjstZ/gn/CEIePjoMA3/ROe1ZARnphPLzwUXsRzjSfAhScBhkcM58e3F/FXF8/CUKgDfyeEuAr8CaWJ/D+A/xH410KIW8C/PvkbKeUXwP8GfAn8X8D/IKX8Xk6lNHTkeo3TF1z12xR1yanKFL9mIcOQVD/k+qTCSsa86dzHr8VKurBUq3sfLQ4IHnsvLmaQ/ha3F3J3UKIT2jT0PZfLAzY1RYuPlytS/Zh7wyJ3gjw5zeDt7H28esy+6iojtsmcVFdyY1ThVlDEEgZXrAcU6gs2dVWEImN1Y9+LmfUyfOKdYhHvKWkJ3k4dUq4t2DQE+6pa9Y+3O/TRHLcbkeyaXJvUubprM412uCLJZXPMO9n7lOsLddPfSBCVs2gZ5e0QL9doozlOb0uqK7F6Jp1+ng+nB3zin+Z2kGEWb4mRuCL5GKhwyDu5B7xW6VGrz6CxxW9EbBqwbmqsGwabehK/nmJfSxNWs8RlBQpQzCEKObRCXoEMT9lEQe1HKUdczhFWs+xrafx6ik09qY7f0Ng0wG9EyOaWWn3Ga5Ue7+Qe8LZzj5cTfVoGuCJJjGQWb7kbunzin+bjWZtOP4/VM0l1JU53izaaE5/4H2gZl6icZdNI4NUlpdqSX2UPuWyOcUWSabTj6q7NZ+MmiZ6J243QR3Pi7Q7NTbGvpvHqgnJtwdupQ0pagkW858PNGWb9DKmeOs/IWIEPdZ18bckV6wGWMLgVFLkxqpDqSQUW6Br7iotXj3k7e5+cZnAnyHNvWMTtK7aJlkmzrutcKg9p6Hs6oc3dYRG3HypKczGDV4t5I/WAQMZ8smzj9KXyfMhl8GsxrzsPWMmYL8Y1Uv0QGYb4NYt2eUZRl1z129h9gdx4hKXnByj8EnmBSIFmX26bVHWfVG3DvuIit1tS/ZhPly0ArmSP2dQ1tJSDPl1i9Qw+37ZJC43Xi102NfWemC1xeoKPlypfXLEeENb37Gqu8lEYrrF7Bp+sT7GTIS8nj8nXl2xqqg1pvFqT6gVs+ik+37aJibmcGHC+OmbTEETlnJI9TOakehHzfmHLIJkAACAASURBVJqPvDMqH+g6b6fvY9U3bOo6USmrur+sVlj9DameZNTP8uHqDJ1Que6fNva8k75HqzrDq0vWjQRxOacYS2FAPJuT6K9wexFOV2PUy/LxrM2n2wM6oYEv9ySFSUPXeSXR5930Xd4sHlOrzdk39mwaknVDZ91Isqu5xOWTeZ5NK3aSYSi2QrBXPimrlQICpgoUYDxHG83RR3P0wRxjuHi06QP1ujZS+zGZE09PgISVkh/IQLEShGEoYDKbRhRU/tjVXNaNJOuGzqYh2dcDavUZbxaPece9xyuJPg1dJylUl5tOaPDp9oCPZ21GvSx2T8PtRST6K+LZHBkGisFUzrE+yRGt6ox30vc4bezR0OiEBh+uzjDqZ1Vu7W+Qq5Xq/lJSc96qb3g7rUDKRbznI+8M836aVC9SYInQiEtZNg3B2cqEy4kBMTGf+adY911S/VC16Ey7rOsmudqKl5PH7GTIh6sz2F0Dc7hGCMGukiKo7bliqfn/8fIApycQ0wVa2mVT17hS7JIWGp9v21g9A328REs5bOoab+aUNcGnyxapXozcbtlXXJzqhobu8dWugd3XYL7668oLfLvY+THGjE+Oew4+Cj9V9vBjugA8+qinfcdnYTv8M68On+Xf/5Tf8SexQn7ovP5YucNP8U/4gc98qiHjs0iEXsSLeF7xAjz4Jxc/2C9KSnkVePMpr0+A/+o7xvwH4D8865eITYEMQlL9iE/mbbTCB7yR7/B3tSbphInV97jfz9J9xeZCYgj1LUHFxbh/jNsLuT6qMmoJLif66HWPbS2F9ZWiuka9NFd3bV5N3OWt7BFXGxeIS1nkeILT84l6Dp9tD/i19QVXrAck6hs29RR5N0W8XOH2AsZdlw/Pn+XXyQ+5YM54vdzjt40i+3oGs5Mkni9I9XZYPZsPpwfczXzGO8lIFfLlDv93M8+mkSDRySFW6gbX7uVxumkG3Rx/Kp7hlWSHgh5R1Q3esg+5Xqrz/7Zc1gsba+aQWubRtjt1Yz+bYyYTuLZBZCWIkknuJko4xh5TRJjiNhdMn7xm4YokbWNPQgyxREBa35Ixt9xK7OlaGTzHJkwZhCmN/VpgrgSmp2F6Jvo2Rt/GaPsILYwRJ9sTCUAIpKEhDY3Y0IgTOpGlEVkagSPUlhYELuyzMXE2xMn5NHKqNeRLjjJgPGfOqOoG9kkf+Vm85VZg87F/mj/OTnO7X8boJkkdS9zuHrO/eKJQoJjHrztsGoK46fNG+Zi37EOqJ94Jd0OHPy3PMOjlyB+D3VO/o9AEFHNsGgn8ZsSvS10uJwaYIsHd0OHD6QFW1yTV84nnC0Qyyb6eYdOQvFfuccGc4cUan3in8XsulV6g9nNT6pzXN1yxHgDw2faAqGdj91Q7zbiUxWtI3sodkdYMvtg1iXoOVn+lzNNqKfS6z+VEj1Ek+HJUpdBTRplhJQ2NLRfNId3QZtrPUh6o7hObmsa/LByjAZ/M26T6qh2oX7efdUr+YPwSeYFYkupJrm7a/Nv0TS6WhvRr58jGMalewPVRlVVbcsV5wP9cVyAj/TGpnuTDxSn+ffZz3nAf8J/rbyrW0f1jUr2IL0Y1Bg2Nc+aMem3GplbFSjmKLdAt8emkSb8MbX3Hq+UeHzWKlIo55HSO1d9gH+f5YHGa/zZ9lYYueCt/xFeNNtu6g3PPVmBld4fVdfhodsBh5lPeTGi8Yd3ncmXAtUaabcMh1csSDscYwxlu12XVNfmk2eRquknLuE9es3gt2eGt0hHdZpbNxMEep0jNc4jdjtjfoo/nOK7FPp0icE3uOGU+SJ4hp3skxSGnjD22SNAydkQcE6SVj8YnQtLTcnh6Us1dM4Gd1EhaBvosgZZMIjcb5HZHvA8UTTFUgBUn3VRUT2nt61Xbx2+k45M8EcfI6Gua4+M+K4/ayFpJRCqFdB3CvKNaQ5YM/LLAryiZQ6M650qxyzvpe7xhdWgZYIsEXrznKIz5dHeaD+ZnuNMvk+yauMcxzrEP47mSLCQSiEIOr55i0xDQ9HirdMRryQ5ZLcE63nF1d8AnkyaJronbDdGGM8J9gF4u4jccNg3Ja5UBb1j3cUSCG0HMR7OT/NBVbCctZePVU3j1mHcKD2joEaNI8sHiNPaxgdWbIfcBophj0xC8We7T1nf0I41PJ02cnoTpApFy2DQSNOoDzpkzRpHG56M6bi9SXWbadbya5A1X5RYFNpyAjbUSfi3mivOAVSz5alyh1A8gjvGqCS6Vj0hrgk/XB6R6Eul5zzwlfyh+kbzwcJwQoEnE93Qmkw9rsIf/ZT3848R4+FvxXa9/V2jiSVOxb/6NWrmWUqr5Ecc/7jOE9qSR2Z+z34/9t/1TiZ8IJvxZ+z3+ud/X3eEZZDPP9Bnf9fo3PBF+CCiQ2ncwG17Ei/i++MfILf9c89lfcPxF+LnGpkCYBk5vx81BmUUsecu9z6YBIp1Gny5Jdk2u7tqUtZBz1TGbehJ0HavnsemmuRWUqOoBF2sj1g0DYdvowwVOV+NPyzMEMuYt55CwuWNbV+0YjcGC1LHGH2dnmMchF8wZl6tD1k0NinnVPrK7xjnW+dPsFN1IUNYN3s3cJWzt2DQSaPkccrfD7C1JdSS3+2U+9s/gxQENQ/Cr9D3SjRXrlkZQyyqWgr9FH8xJdyKSxwk+Hjb52D/DINphiwTnzSXvZe5wtj7Gb0asWjr7RhatkFfSB99Hjqcku0vc45BURxB3HL7s1/jD/Ax/8s9yK7C/ZipoFnU9weXEjLfse7yXvs27xUNeq/VoNKcYTY9tK2DTjNm0YN3SWLV01k2DdSvBpmWxadp4TQev5eI3v968lovXdNg0bTYti3UrwbppqPEtjU0LNs2YbSvAaHo0mlNeq/V4t3jIe+nbvGXf43JiRl1P4J5oob8GE87wu9k5vuzXiDsOqY7APQ5JdpfI8ZTY9xGGiVbIs29kWbV0vFbE2caY9zJ3OG8usUWCQbTjY/8Mn46aJDsJ0scR+kAVGpqbIqhlWbc03Kb63VuG6irxsX+G2/0yqWOJ2VNtKbW8Ah/C5o53s/co6wbdSPCH6RnsYx3reK3aRRbzrJsal6tDLpgz5nHIn+anSR1rmP05QtfZ1l3Cxo53nHsEMuaD1RmcroY+XCBsm3XD5HxtREPfczcssOqmsfoeCMGmmeRcdUxVDxRFv2sqSnk6zaYBb6UOWcWSm4Myqe4OYRqs68/XlPGXiFQv4JNxk0BK3sk9YN3QELZFYrBh3XO5H2a4YI7Q6z77mpIcuN2Qz0c1pnHM68kj4uaWXS2tPBZ6W+a9DLeCMgVN483iMeumgHwWuVrjdkOOe3luBBXSmsHfZO7jNyN2tbRiLQ1npLqSzwd1bgV5HGHyq9QdrMZG5Z18Drnfn+QWyc1ehY/903hyz2ljz7v5Q+LWllXTIC7lEaZBvFhiH29wO9DtFvjD6jz3QxOAU0bAe+4dztdGeM2IdcsgqOfRMhkA4vkCvT/D7exJdYCOzdVBg98vz3FtX6cX7QmJcEWSU4bkLesB72du83bpiIP6FNn22bRi1i3BqmWwadnsmlmiWh7KRbR8Dv3EtFGYia89Fk4MWuPtVskiPI94vf5681TXl3i7/dq49cQjQbWQtdEzLlo+B+UiUSXPrpll07JZtQzWLcGmFSPbPgf1KW+XjlS+sB5wylDsq5CIQbTn2r7O75fnuDpoQMcm1QH3eI/enxEvlwBomQxBPc+6ZeC1Is7XRrzn3uGUEaChcTc0+GB1jm63gNsBq+sRL5YI00CWC+p8tba8mz/ktLHHk3s+3Z7iZq9C6lhiDJRHg8jnWDcNrOaaX6Xu4AiTW0GeL4Y1UscSbbxA6Bq7Whq/GfFu9h5pzeBGUKHbz+Meh6rLRj7Luil4s3hMQdO4EVSYdbM43S0EAfuqS9za8nryiGkcc21Yx+1GyN1OseEaPhfMEffDDKtummR/g7AtNg2Nd3IPCKTks0mDVC/467wpe2I19aF3wsNV3JP3v6Eff1RMfdNH4SnSCPlDhZ14is79h2QP33u4Z5c9vOj48MvED/7Ozyp3ePrBH3v+FJ+FHzie/CZb4fEx35I+PMVH5NEceci+eWHI+CJ+Ynwzj/5cQNQ3fdtexF9c/GUACgkFHBjDJcFxisMwy+VEj31rT1TJIhdL3I7kT8szWELjb4r3WbVOKM6jOXZH5yPvDI6m8zf5+2yaApFX49KdmE9HTfqR0jGfqk9YtQxlkjib43ZivujXuR1kKOsG7xfusmnF7BsZpZseTXE7MTe6Va7tGmhovGUfcqYxZtXWiKo55Z4/mpLuhIgjm9/Oz3E/1HFEgret+7xRPWbTiti0LCgVEJogns5UEXEkmR7n+O38HF/ui/hyT1lP8rZ1n3eLh6RbS9YHsGonCev5R07v0XoDwwl2Z0XmQYh7JAiPUlzrNfjd7Bx/8s/y5T7NIPIfGTXWdZtLps/b1hHvu7f429wd3isf8lqjS6M9IdHesD/Y47Uj1m3J6gBWbcGqrbFq66zaxmOPxjf+1k/2E6wOYN2WeO2I/cGeRHtDoz3hlXqP98qH/G3uDu+7t3jbOuKS6VPX7UcGjIPI56sgxZ/8s/z97DzXeg3CoxTukSDdCbE7KxhO1L9faGg5Vfys2knWbXBbS94tHvK2dZ+ynsSXe77a5/nt/BzjTg73SGJ3NsTTmbphKBUUYNKKeKN6zNsnq4/3Q53fzs8hjmzcTgiTGeg6UTXHqq1xqjHhbesQDY1ruwY3exXSRzHaeIYwDfaNDJtWzPuFu5R1g9tBhs/7ddxOjJzNEWmXVdPgVGPCBXNCP4KPh231/mKJyGfZtATvFg5xNJ0PNudwjgz0oaI7r5tqHlhC4w/Lc7gdiVwsiSpZ9s2AV5Jd7oZZguMUxvAEaGj9Y8/0HxmawOqt6XfzDCKTt5xDvGYM+SzaZI5zZPCxf5qyHnOxPmTdSCiQseuxPs7wVVCiZficrY9ZNxMIK4nZX2B3DH6/Po8mBO9nbuO3IoKa8jSwu2sSnQS/X58nQvKWfQ+3tWTdSiCyGeLlivTRHq/j8oF3jp0MeSUx5PV6l3VbENRzSiowVvkg7jj8bnGObijJagnede5wvj5i3YZtS3mOxNsd2mBK+igkeZTgw2Gbj7anmZ14KVxJHvN+8R5ue8m6jcojlQJa6kT6MJ2R6C5IH4WkjgTeUZoPB21+t7rAtX2Nbrh7AlR4I9nhN5mb/Lp8l4v1Icn2Gu8gPMkzOqt2Aq+VImhkiWpFKBeU3OnEY0FznCfNWr/3HD5m1vrQayWnwFEqJaJakaCRxTtIsWonWLV11m3wDkKS7TUX60PeLR/ym8xN3raOngATuuGOa/sKv1td4MNBG+8oTaojSB+FJI4XxNOZMmJMOVBR83zdhlRrxfvFe1xJHpPVLGbxlo+2p/lgeEDyKEG6E6L3J+q8ZDJsW2nWbThfH/Guc4eslqAbSn6/OEfccUh3QuUvYRgE9RybluDVWo/LiREBER96Z9l00qSPT9hL2QzrVoJUc8Vb9j0iJB+sz2IeJbC7a2QUEVaz+K2IX6XvoAnBB+uz2B0Ds79AWElWrSRn62Nahs+toMiym8buKW+FdTPBxfqQsh7z6fYAp2OgTeaQz7JpKmB9EJl0uwWs3vpnM2v92eMbNO3v3u/bsoZv+SjAtwv5J0yHH3/+A3r4x+N5yB6e5+r5P7cb8V+anfA85Q4PmV/fvP6+T87zQ/4JPxSPzakXsocX8UzxXUyv51X4f9dx/hqB8H/i8RcBKEhTKjPA2YJUR+Nj/zQNfU+zPsNvpJBBiHsc8vGwyUrG/Cp1B68VE5fyyOUKtyP54+Q0XhzxbuoOfjsgqKuVwlRny7iT48t9jZKu837pHpuWgFKe2N/idrbsj1L8yT8DwDvOXZz2ilU7iZZJK1DiaAdHNr9bnWcRq5XG90v38NoRXjulioL1Bquzwj0SXO01+GB7Bk/uOWVE/CZ3G/dgyepAI6jn0NJpxVLoT0gfBTgPDD7rNvn95jz3Q4mGxhkz5jfuTd6pHRG1t6zbgk3bQVaL6A/9FBZLxGCK3dmQPopIHWkED1Jc7Tb4L5ML/NE7x5f7PN1wx/rEpC2v2ZwyBK8lxrzr3OZfZG7ym8Jt3isfcqVxzKnmmFx7jn6wITjY4R8EbA4i1gcx67ZkfcC3t7ZkfRCzOYjwDwKCgx36wYZce86p5pgrjWPeKx/yL4u3+HX6Nu86t3ktMeaUob6PhmAdb+mGO77c5/n95gL/ZXKBq90GwYMUqSON9FGE82CDGEyV87yM0TMuslpkfeCwbguigy1v1zr8xr3JGTNGQ+N+KPnt5iJXew2cBwbpo0AVC/4WLZ0mqOdYHWik2it+k7vNKSPCk3s+2p7iaq+BeySwj1bKuyLt4rVSeO2I90v3OGtuWcR7frc6jzxycDt74vkCLZNm1UritFe849wF4E/+GXZHLm5nS+xvoZRn0xb8qnSfkq7z5b52Anhskfs9QT2H3wp4N3UHL4744+T0I9BAFnNsWjHvpO6xkjEfD5tqZTMI8espmo0pDX3Px/5pnGMNZgtljtne/aPN8Z8Uuo42WZLsJPhi3+CsOUVregRVNd/cY8kf5mfQgPcK91i3NTQ39Qhk/HBzlrSm827xkHVLqNalswXukeSD8SmmUcRryWPSzSWblqW6CwxnuEfwwfgU3VBy1vB4o3rMqi2Q5QJyH2B1V6SOdH43OUs3ElR1g7/N3WHX3rNu22i5LPHGf5QPPum3+GzXJJKS8+aSX5fuEhzsWLUNZLWoWAqzOXZnhftAMjrK8w/z83wVpAhkRNvQeD91i7drHfYHe1YHOn47g1YqIBIJ1Q5xOMY+WpE5CkkdaUw7Of4wOM1vVxe4tq98A1QQvJHs8rfpm/ymeIc36seUWnOC9o51O2Z9IFi1DZYHFt5Bil0rR9goIKtFqBTRigX0/ImJY8ZFf9hu9hubnk4rFkIuq/YvFqBSRFaLhI0Cu1YO7yDF8sBi1TZYtwXrdkxwsKPUmvN6vctvinf4l+mveCPZ5ZQhvgUm/P3qEn8YnGbayZE60sg8CLGPVjAcE3ueMuAtFfDbGVYHOrv2njdrHd5P3aJtaAQy4qsgxT/MzzM6yuM+kNidtZJDmQZUCqxaBkF7z69LdzlvLomk5LNdk4/6LdwjgdVZEa83aDnFsNi29/yL/G0auk4nhN9Nz5I60rGOV8h9oBgPbcGbtQ5nDY9BFPP78RncI9CGM7RkknXbIt1c8obVYfH4/J89BCQE7xYPSQmNPz4ONrop1m2N9wr30IA/zM/idiTxekNQzaC1PM6aU77a10h2TNVto5D7x57pPzoe6b7hURH0VB+Fp638f6PY+paPwo+9Cf4x3R6+w/3/iX2+4xhP7PvntB385wIq/Blgwp/NTvil5A5P80/4FlPhG+yb7/JPeAxIeAEmvIgfFd9X3P+UnPpDgMQLMOEvMn7QQ+GXiEQixGulSN3ckz6K+f30LP8+e5X3K/f4f9o1UokE9vGa+50ct17Ocjkxwmqv2LbSWHdD0kc7bh1XuH/a5pI5odaesm6XyV41SXTnOA8a/G51nn9l93nPvc3/cupv8NsZrHs6ZneGe9Tk7ycX+Lfpz7hkLnirfsSHB69SqBaQkxnm8Rz3QZ0/DE5zq+DybjLgN+5N/s/2KywPCri3CjBfIAYTMvczHN93+Yfmed6z7/KSmeBX1j3+pnaWvzuVYdVNUhgWEeuNKiKOMqRLBcbFFP+QP8e55ICCdkhFd3g1MaGfu8mgleaLTQt9a2Js0zhBiBbFilo8naMLQUoDcBGxzjp2+Txq4IUJVgWL/5+9NwuS68rT+353z+3mnllZa661oABwAQnu+3Btdqt7ZM2MZmzHaKTxWGH7wX5wWAq9KsJjOSxLIellJM145GiPPOHonWySzR3cF5AEUKg9K7PWrMp9X++9fsgCWESDbIJkDzkd+F5w8+a5594s5Dl5/t/5vv+/fql6gtTBJWq4RBuaYKALXUJijjG5TE71sGv3sefyku/pFLpOql07tZ5Gp6fQG0gMBhKmIWJaApZ1abxbiJKJKhuosoFN7eNWu3i0NkGtSUitM6pUGFPKROQqIbGLVxRxiXYUQaJvGTTMLruGwFJvWK3ibHmStVwIc9sxVCZsGTg3G0h7BYxSZZh13eWCkRDtqE4tKtGK9jk+keN+7zIn1CIuwcGB0eL9TozX8kl6WRfBrIl9qzYMFiQJwgHqUY1m1OD+0S1us23gEjUW+31eqczQ3XQRyg4Q9otDC+5IkNqUjGeyxN36Ch5R5e2uwlv7MVybAup2GdMwMUf81KcETkV2mFWq5A04U5zGtSmi7JYxJYn2hE5nqsfdrhUA3qincGzKKLk8lqLQmLQxMllgWimSHdhZ3Q0T3+5iDQbD7/1UnXl1n3TfTWnbS3injqCq1KZkHgplUASBN0sJ3JsmVrdHa8JJfDxH9msc59cKS5GGNoQti7frCR5zbHJibI+9ySTeD0z0rS7n98YoTcJtjnX+49R9mGEfwsYO+qbJG4UEf+J7hztdq3w/eieDiBcxd4C+1SO9HWQ17uOUVuHWyBbvTPnw+byY+3n0rQGZ7SDno6N825HnHu8aZ6ZmaU/q2DcUOCiib/pZ3hnhw7EJ4vIep+1pohMFilNjeEb8UCwP54NNN9ubbl6dmOW0bYsJWeMe1zKvTSTZjE7g2tZx5D0Y+SLSfgl31kk7rHE2PMmbrmnGpQ+IyQ5OqmV2vctsTvjYqI2iNGTkhg+108XIFzBqDaRcHociYSguLElmX/Dzhjj0VZu6iEnusrUoKvSxCQV0sYNfbhDUGizbR9h2eWi57fTcCmpVoFuTUeoSakNGaZrIbQdix0DsDBB7AxgYYBiIxlVyq0jiUL0lSxiqjGmTMW0SA7tE3ynSc4n0dYGeG3oeC8PXx+FrM+GtMuvZZ96xy7xth5jcYETS0ASFltk7tDkMyYQ3DuLsb/pxZmTcWQNHtomwX8SoNRAkCcnvozfuozYl04gaJCbz3O9dYV4tYxccZAYt3mwe5+zeJI6sjHurh5ArYhzmTmhNualHITl5wJ3OVUKSxvagy6u1WRqbbiY2P54fzBE/tahIdLLAaXsaEZEPu6Ms7UQIZ004KCGoCu1JnfZUn3u8a3hElTdaQTLbQaJbA8xqDXEkRH1K5LbIFmOSwdmuj43tEPHNHla7jTE7SWtqwJ2uVTqWyZvFOPrmUNlkxcdpTRrc6tigZMK5vTFGt3tgmjQnbMyPbuAXh/ONawuseoN+agRWvp4x/oUgcDkXwrXmUbAEEK62Fr3SjysIWCIIxmcvlAUY5ke4Wj+fN//BpdwKn4XP29fnxW+6//irJk2+CnXC1fr6KuwOV+nnctsjpNs150/4En9CQRD8wP8LxIAM8LuWZZWv0u5x4F8DEvAfLMv608Pz/zvwHaAHrAN/dFiG9jq+qbgUFHwajr73aaqGz3uf6/hG4htBKOhyh/qkjEuWcW61ubAzRikKd7jW+dHUHcOyiQdlnFkfbzdT3Og7yy1jWyxMHceuaag7FeTsCG+dSvJHnkXuCm/wbGwEn9+LVSqjZyO8vp8gF3iNk+oBick8lalxHB43VrGMOxvh4vYoF8eD3G+rcL93hTOxGVpTOs4NGxRKuLMhNrM+Xpuc5aTyAfNqkTvHMjwX9dKKunHsOjFrNRybdVxZH+9Fp3jLm2BSWiOuCNzvXeJcdIzaXhDHgRdbpXYYRBRwZxx0fQ7S3jAvuY4RkavcZaszItm53ZahFHRR6djZ7YWQugpi34vNMBBNE7PVwiiWkQCnCeLAiWDINAcOVnojtPoqFb+DosvFcW2bSbmFXxwmP/RJDlyigd/qEZEOiCklSoaDA0OnNHBRGrioGnaaA42modI2FAamyMCUMBEQsZBFA1k0sUt9nFIPp9zFI7Xxyw38coOwVMcvtfCKAzyihEMYEgmGZdIwO5TMAVsDBwvdCc41JjlXGmM750Pe1dC3hzYHx2ZzSCYUy5eTMAojQTpRL9WYQiNmMB4t8lBwmdttGUYkO22rx8W+h5cqx0hvhvFkRNyZFuwXMA+DhU7USy0m4psq8KB3kbhi0jC7vNVO8d7OFHpGxLFZxazVEF1OWlNuGjGTR8cynFQLtEyR1xonyG/6mMoMoFBCtNtoTum0Y30e9C3hFWVe6Xi5uD3KaNbAKpYR3Tq1qEJiaofj6gG7A5E3DuLoWXPYh99LLSry8EiGoCTxdCOBnLWhbu+DplGfUrh5dA2/CD9sJXFsyogH5aHvesriLn2NkgkXdkeJbbUR5KE95e+E1nn56x7s1wBDE7H6FvpWn7f2Y3TCFvf41/nz6DQ+lxN1p0o/G2LpphAn1QP8kxVak14cqwP0zS6r22HScQdzSoHQZJnGVAD3goK2XcGWHeH1UzPcbnuP+71LvBibpzfuQ9rN4disYcsEePXEHA/Zd7nNtsFYtEgtOoIz6MfIHaBnWxSzTl6enuNee5aUInD/yCr/d2yEZkzHtaNj1mo4Mw30jJc3YzHe94wzKuWZV6rcH1rlL2JBajs27HtBxPqQHLRtuXGHguSDOi95Z4hrB/jFPYKSndO2LNthP6Wmg3rLh9yy4+sEEft9jMMKCqIkocsilugEQWaXIGdMkb4l0dMlTqp7TMomdmFogXIITbziOhGlyrhWYckZIeP2s+/VaVdth4SCgNKQkJsScktG7ljIXQupayL2LYSBhWBanwi+LGnoQ7dkAVMRMDSRgSYwsAkMHAIDJ/RdFn3dxHQPsHs6jHjqxPQSc84cs7Y9EkqBMcnAc0TFtDUwOd8b5436NG/txz4mEzImeqY1nCfKw3Wr6PVgjAepxe3U4+CJVnkwvMId9g1GJDs1s8P73XFeys/QzuiEsya27LAahWjTsEaD1GIyg3iH+0OrtV789QAAIABJREFUnFTLGJbK+91x3tyN4cpIODOV4fzg0WlO6TRjBt8Nr5NSOpRMi5crc0gZG67NFmathhQJU4vKjEX3uc22Qcsa8EptFltGw7FZxDQMeuM+mlGDe70rKILI680ZtIyGtr1/SDbaCU2VmFMKZAd2VrZHSG4OycbWpI5vqsysUuR8L0wv60LbKYDLSS0q8vcCq/Qti7f2Y+ibfSzLoj6pfU0j/Ivh8rfsE7uqAoJwuKAVOVzcMjw2jrS5dPWl84eExMfHgHEFQXAJInAppr8aCXA06D+anPHw+PMkZ7zc5so+ruyf4S66ZV5tYf55Ezn+hpIKnzcw+bzqhCvbfVF1wpVlHj/rOa7F7nDUvnMVK8815U/46iwP/wR4wbKsPxUE4Z8cvv5fjjYQBEEC/h3Dqi/bwLuCIPzEsqyLwC+Af2pZ1kAQhP8N+KdXXn8d30AcTbr8WfgihN9v4lz1G4ZvBKHgErvUoxZjXjfKXhkrO87FW0eYV3MIsSa9cR/yh2voWZPXikn+2HeW+70rvB09zkjQB4UyemaEV4vT/IF7gXvdK/wgdiv9MT/Sfh4922Ft089HyXGecO5yX2iN78fHCUUCcLGMM9tAyrh5+dgx7tJe57Q9Q3SqQCU+hnMxgJndwbFZw5Xx88rsNI/p5zmmwAOeRV6NJ6nGPDg2grCWRdgt4NnQ2ZnUeXF0jltsGW5QJU7bNrl7NM2P426qBwraQRCx0cSs1lC2i7h9Kl2vytueKOO2CmHpPY6pJlFZ5h7nMqWIk6d7CrWuD7GvIAz82AzzsrTXKJYRLQuHYSAYOlJPptm1sdUJUu9oFIJODnQ3J+zbxOQiI1ILj6iiCTIe0Y5DMAiKBi2pTt2sUVdl6qZK09RoWRpNU6NjKvQtib718ddGEQYogoFN7A+rSIhtnGIXXeyhCwN0UcAhKChHiISW2aNq9tg3FDKDCBfaE1yoj7FcCFPJ6cPSkDsWrp0+9u06wn5pqEw4JBPEcJDOlJ9qTKEeN/HGKjwQWeUe5zJRWcbEZK0v8FJ9nre3o9jTKp6NAcp2EaNaQ7TbsEaDVGMK7XiPR8fSnLZt4hA0zvUNXizN0dvQCW0MEHYLw0VbJEg1rmCLV3nAs0hQVFnswyv5aVwbMo7NEmazjRgdpxqTiUZ3OW3P0LdMXq4dQ8rYcGZrmN0uJCepx+DvhNYIShLPtiLksgFS2Q5Wp8vgmJ9mbMAD7iX6lskrpWn0DFAoQ9BHPQb3+VYwgVcK07gzJmajySAZQYi2mFdzXOyNYGWcKHs74HVTj1rc7fzbtA0Jhgqi5sS+VSOz6WP7mJ1bHWn+TXSAFfIj5PK4siOcqc9yb6jAnZEsr0eDOB121J0yanaUd29N8Ifui9wV2eCFWAiv14NVLKNnwrx6kOIfeN/mFtsWwakK9Zgf/6IT9gvoGT9v5qJkgwoJecA9I2l+EBshOOZHzB0g75TQN5y8tRvlYiDAg/YG97mWeDp6nFo0iGstCNU6wl4Bd0ZnJ+vh5bFjh9J9jftcS7wzGWMxFse150Iv+hns7MF+Hj3jpB10shKI8LJ+jCm5xM2aSVQWuM+1RG7Mw3NtlVrLhdxx4u6FkAYDjNqhYkkU0QUAJ1gy+6afM4ZIe0Sh5dZoadtE5TYe0YZPtOMQBnjFHBGpyoRaYs0+QkYPsOn1kW84adZtdBsKUlNEagvIbRGpC1JXOiQUQDQYJs+3PpbQmhJYMoeEAhgaDOwWht3EcJqIrj5OvUPI1WTKVSZmL5Ky7ZNUDhiT2wRFFe1y1Zf2sDRkN8abtSTv7U8ObQ6XyISNJtJ2fkg6GgaSx401FqIed1KPCRBvcPfYBve5lojKAiYmy32Nl6vHWNmM4N4Q0TNN2M8Pr4+Eqcdc1GNwfHKP+1xL+CWN7KDHy9VjVLMexjcMhL3D+WEkSDUuE4gWuM+1hC6qvNd28dZuFH2D4dwD9Mf81GPwyEiaqGyQHii8vhdHz1hwUEJ0OalEbQSiJU7ZNikZBq8epHBlLSiWEb0eajGJ34ps4BdFftpIomY01J09LIedWlTm7kgWryhypj6LKysO87+MBGlGB9zqSJMd2Mlv+QhuD6vR1GLfCOfjNcE6uoF6JAj65XbCcO06lBIMgyhreGwJAsLhIvXo8eXF7udcwAqHaobLwf9XqVK4StWIT9z7OqnwSXzVZMKV+LT3v6w6QbxKks/P7OdT7A5Hjy+REUfaf2pZySvG0Fdgefgu8MDh8V8CL/PLhMBtwJplWenhIwr/+fC6i5ZlPXek3VvA3/vST3Qdf3P4TZpTruNz4xtBKNiEAb14nf6YD3lhAz0zzpnaDPeE97lpYofN6DS+D0HPtFnajJCJDZMdGvE2vQkvytYu7kyPc9vjZCZVTqo5ItEi9VgI34KKul3ClZ7gpVNzPOzY5n7XEt+PnaYZd+FaUxF3i+hpN6/spfj7vrdJKQYPjqzwn+IRulN+1N19hN08nrSHlWyENyLTpDxL3KLtcOd4hpcSJ/GmvdgPipiVKo6NGu4JH2cnJnnFM8ekfJ6orPCI5wILsVEy+QkcBR13NYixtYOZL+LccNBz+yi4dV5wzjCi1NDFBaZkO7NKj4f1BRrjGi8YM9QGHgRTRbACaHCZVDCLJcTBAEffQOq6kToqUluh1vLyftPGfkhn1+tlxpFjWssxKVcIiS10UUYTFByiimbJeESLvmXQp0vXatOxLPoW9CwREwEDAdMSEAULCQsRC1UwUQSwCQKaIKIgoQjDnUVJEA+tDR3q5oC8KbM1CLLajbDSirBYGWE778Pct+HMiTh3h6Uhtd0aHBQxq7WhzeGQTOjGAlQTKrUE2BJ17htf52F9gVllgCKobA7anGkd56XcNP20TjBt4tyoYuaLAIihALWETj0Bqdg+D7kvEpVlymaHM63jnN2cRN8QcGzUhru+LiftqJd63OLB8Qy3aDv0kXijNcdKNsJ42kDYK4Ii053yU0+YfHdklahssdaXOZNLoqdB2i1iqiqNmAviLe53DQmDFyrzODdk1O0clqrSiNqJxPKcVHOkBxofbk0wtdHD6nbpT3gx4m1us22wNVBY2oqQyrYBqMds3DS5Skiy+A/FGfQMWJUqg+NxlFiDOfWXFIffaFiqhen3I+zkcWaCvNtO8Nv6AiPREu0pH/aNLTyZAa/tJ6gHz3CfZ4ln4jczGg5g7e6jb4zyYmGOP3Av8IB7iR/HTzEY9yN+WMCd6bKeCXM+FuZeW4H7Rtf4efwO/OEA1sYWnkyH9Q0fbySmmfUs86C+yI8TJ6nHnfjSHsxiCc/GCNm0mxei85zSXmNe6XLf6Bo/Svhprbtx5FyYlSqujTp61MtrU3Hu0KOMubaZV3o8ElxkLRmksu/GdhBArtcxag2UrQJev0rXp3HGk2BCK+OXzhKXbcwrTR72LlCadPBWJ0G1qyH13bgGJpJpYdTrGIUSMuC2QDAdCIZMue/n9b5CfcRGxeugbtskodQOg3aZUUnCI/YISVliSp4tW4CsM0jWE2C35aHQdlJt22i3VXptGboiYldE7AsIAxAMEMwji1rRwpLAksBUTUzNBM1Esg+w23t47B2C9iZjjipRW5GoWmBSKRKRWgSloZJJRKBrDSiYPdJ9Nx92pninEufc/hitLR3Xlog7awyVCdt5jEIJa9BH0nUYG6GZcFNNSHSSXe6Y3OJh7wLzShNNsLEx6PBi4xRnthNoaQ1vuo+yWWBQayC5XfQnA1QSMnKiziPBReaVJn1L4q12lNd24uhpCdfGoSrE7aIVc1NPmHxvdI2TapmqKfBCbZ7WhpvwRm84N7vdVON2pESDB/VFFEHkjdY05YyPZKaDVa8jxCepxUUeHU0zKZmc6YTJZEMkM12sZgtjeoJG/JBsxOLFwhz6BlilMoyGqcdN7vMs0bRMXttP4NkYYLU7tKfchKJlEnKDH9aP49yQoVDGHA3Sjve+vkH+RfEJ7/eh8uBKP/gnCIMrbA+XXnwi+P8U24PJLy+QLyVnNK+0+nzFKoVf+ty/TBR8JaQCV/mMf5twTcH4NZAJn2F1+LWoEy59rz6l719pdzhCJnya3eGq+ROuOP+5E55+OkYsy9oDsCxrTxCE8FXajANbR15vA7dfpd0/ZGifuI7ruI5vML4RhIIoCNw6vslKbB7fORPPRp9X91L8T6FXeci/xL9OzBLwuBF3S2jpSd6+NcXvuy9y0+Q2mcQ04Q80bJsVpHSYN26c5o88izwYWeVHiRH8QT9mvognPcrr2wmyIYVZpcatU5ucTxzDHQpg7ubwprukN/ycic0w61niQf0iP0rcQDXhY2TVj3GQx7XRwLHm4dnEPPc6VphRJB7xXeCtZJTKhhf7VghqDYS9AzxpF81xB8+NHONGe5Z7bB1uVAs8OnKRP096qRR1tHIAtdHCKJaQdg9w6xo9l5N9Z5Bn7fP45QaaPcuo5OCEWqfjOU9vQuZlI0UVHdDwCEE0SUTcL2A2WxjlKlJ/gK3bR2p7UFo2lIZEq2EnU1PJh12kvQHS7hDT9gOiap5xuYJfbB9RE0hogoxDUDEOFyQmFuah3tO4vPAQkA5/wERExMNfIEkQMSwTE4uuNaBl9qmbFiVTZWcQJtsLsdoOs1ILs13x0jxwouYlXDkB576BY7eDkqtiFUrDag6WiehyDW0OU/4hmZACJVXnvsl1Hvec54RaxyXYOTBavNWJ8mx+nt10EP86uNMt2D3A7HSR/F66sSCVpISUrPPoyEVOaQdIgsb5rptn9o8jrDvwrvcQ9g6GAtmxMJWkgi1Z5RHfBUYllbWBybP5eezrKq6NoS1CCoeoJlRc8QoPuhaREDjTmuEgHSCR7mKWK4hjESpJiVNTW8wqNbIDlTd24njXDcxiGTEUoJoQ+W5k9XAHchopbce2eQCqQjWucdPkKhPygL+qzaOlbSg7W+BxU4uLPORfomNZnMkl8WQGWIZJLWbj9MRF9GssZfZ1Q9P6NGMunOtbeNIGLxTm+D33Re6NrPN8/E4cb2s4sjU2NwKszni4SdvFlqjTnvJgy2zj2ehyITvG6qSdG9UcY/ECtXgY30UVbbOEIz3Gi6fmudf2Kg95LvLD5M20o15s2R3UzRJ6epxnb5jn264FTqhFbpvM8l7yBN6LQaxSBS1bQk+P8vLsNE96PuI2rcMjngVeSkxTTgWwZ8OwnEbYyeNdc7Ez6eG58Alu0HY4rtq417HChxOTvJiax553ECiHEdodzEIRR9qB1xMg73bzC9ccY2oZ3ZEmLDm4VctRC5ynMdA435tEHCgIAy9Ow0SCy6SCaJrogxBS34nUlWl23bzbUSh1HRz43NzkvJRbZahWuKxUkrqMSVsk1ANyNg85l5e93mFulZ6TcsdBo6/S7in0BjL9voRlChiXVqOChShYCKKFqhio8gC72sel9PDZWgTVw9wqaoWIXLmcW8UvfWyJ6lsGZbPNriGx2hvj/WaMs+VJ1nMh2Lbj3hZwbw5wZD9ph5J0HUbDtOIeKkmZZrLP8dgujwfOc6uWwycOc6u80U7wi/052utugusmjo0qZqE4TMQ4EqKadFBPDXhocoN7HSt4RBsLvQHPlU7QWvcwvj5A2MljmRbW6HB+8CSKPOJZwCOqvNO18fLuNO51ES1bwuwPYDxENSFy22SWE2qRvAHP5ufR1yXUzRKmKNKOemknuzzkvgjAi7V5HOsqWnYXS1WpxR1E4nluVHOs9h0sbI4S3+hi9fp0ol5siTo3abss9z3kMgHmsjUEVaUaV3h4dA1VEHihMIdnw8RqtWlGXaRie2x+vUP9i+ESKcDQ/431a7I9XL4XH9serhZ8HyUQvqRK4TOtD9eCa8m98LdVrfAVkAmfC59mdfgK1AlXb3+F3eFqz/MV2R2sox/h8JpfpVIQBOF5IHKVt/7ZZ1/5cRdXOfeJL6AgCP8MGADf/5Rn+BPgTwBsOD7nba/jOq7j14FvBKFgWBYP+y7yXuIEAZcT+2aVbMbP2jE3d9jT/Itkh8FEAHFhA3d6gl8UjvF77os8HFjkXyanCYcCkC/hXg/zfP4Yv6df4AF9kb9K3kY36kfZzeHaaJBbd3NmdoY/9izxaGCBN1PTl9/XsiX0tTGeOz7Pt1wLzClN7p9Y4+nUafyLQaR8AWE7j2ddZ2FjjDOhGeKeJU5rO9w7kebZ1E24Nz04DzyY5TL2jTKe0TDLo6M8472BmHyGCVnjIeciK1MRni/No5U1gpUwYquFUa0hZw/wOsYZODUW7OM8pdyAHm5zly2PT7RzSivR857DsATOkKSKjiWqeOQANklC2s9j1BoY9TriYIDS7aG3vCgNB2pdoVWV6VTdLAft7AbcrLjDJPQiUVuRCbVERK4QEFt4xDZO8WOlgSQIiIjIDEvEyVf5GTCxGGBgWEN1Q9cyaZoWVVOhaLrJDbxs9/xkOwHS9QC7NTf1ohO5oOAqCDj2LRz7PWz7LcR8BbNcwWy3QRCRPG4YCV3OmVBLDMmEe6fWedx7jlNaCZ9op2y2ebcb5ufFkyxsjOFelfGudZGzBwwOrQ7mZIRKSqOR6vPwVJqHnIuXE609VzvN8sYooTWwb5SHCdJ8PpoJD7WUyWOT65w+VCe80pzjYmaMyLqJuJ3HEgT6U0FqKXh8Yo15tc6uAc8dDAMGLbuPCXSjfhrJAY8HLqCLMmfqM7TX3Yxv1KHfpxv100r1eEBfpGOZPJ8/hnsdyJcgFKCWhIcDiwC8UJjDvW5hliqYx2LDnVh7mrW+m8KGn2C2NJQ0x0Ue8i1R+VWJv75hcMsdqnEZl6qgZ1qc3xwjHxV5wL3IDxO3MxrwIeyX0Nf9vNqY43/0v8vdE2neSdzM6Ht2tM0S2voYr908yz/2nePByCo/SEbwB/1YhRLe9QivbKfYCrzGSbXAXHSPvWSMsQs+zEIJ79oIFzNjvDs2zrcc+zzmX+C1VIp6UseddWLtF/CuB8mu+3l+4jjz6lvcqBZ5cHyVHya9NDNuXDkds1LFuVHFPennnbEoL3tmmZAXSCkS3/KfYykRppiPYC96cdaaDPb2kfYOcOs2um4XGdcIT9tP4h9pcK+twIhk5257hnrITnugsGaOIhgygunDAZdJBbNYQjQMnP0QYlcfkgodO8utUUqjDvYCHnb1Lea1HWJKhZAoDJO2ChoO2SJk9ZmUDqgoBaqaRtF0Uhy4KBkuqgMHDUOjaWh0DZmuKTM4siqVBRNNHKBJA5xSF5fUxSO38EsNAnKDgNjEI3bxiuahQmqoSDCxqJpt9g2TTN/Lxe44H9UnWShGyO950HYVnNugb/Wxb9WHCRjLhzaHS2RC0kd5WqGeGpBK5ngifIG77ZnLeRPe7YZ5unCSzPoIvjUBz3oTdvcxe33kkRDNpI9qSmAsUeAx/3lSikXV7PBy6zjvZKO41wSc6epQneDRaSTd1FIGvz2+yo1qkZYl8Hz9FoppH9H1PtZ+AdHlpJ7Q6aS6POZfwCvKPN0afr8m1weYhRKi30clqXAsluEm7YAtQ+bVnSSetIlVKCEE/VQTIt+LrOKXJP66Nou6bkfb3MVy2KkkFO4czxASBb7fmMO1LiPslyDkp540ecC9SN4QOb81xvRGE0FVqCZk/iC8xItf2yj/Yri0i3rZzvAZwc+vtD1w5PiqHuDPCLIPSYBh11chEL6gSuGX73OUrLgGlcKntP9U/G1SK1yrD/uz1Aa/Sp3weSowfAl1wudJxnj5Hp9mdzhqabgWuwMcUfV8/ioPlmU9/OmPKewLgjB6qE4YBQ6u0mwbmDzyegLYPdLHHwLfBn7L+hTJjmVZfwb8GYBb8P8t+NJex3X85uIbQSi0LYVbbFt0Uh2MsQBiZg99LcRLjWP89/53OBHbJR+P4V0Az3qLC5kxMlMqdznW+T+TTTpRH9pODu9ah4WNMS5OejipljkW3+UgFSV8QR+SAWtufp47wd/VL3C7LUM0cUAlNcrIkhczX8S7FmYxPcYbo3F+17XN457z/GJ6lsq0m1A2gJEv4F5vUF1181T0BHc5VjmmSDzp+5C3U1OUt4PYd8MI9TrW3gHeVZ1WxMELoRlOOrb4rmuLWUXgSf9HZFJ+MpUJtJqOpzGCsLmDUShh29Dw2cMMbCrv2KI45R62wDuc1qoERDuntQPwfYQkWLwqJqnKOqai4lF82BUZaX9ouzDbbaz+ALHTwd7woNTcaFWNVlmiU1Jp+xWW/S6yXj8h9yhjrirjtgoRrUpIruOXGnilFk6hh0PoX7Y0iMDRyvMGww2bS5aIliXTtOxUDAclw0V+oJPretjpeNlteMjXXHQqNuSSjLMkYCtYOAoDbAdd5HxtWOKw1sAa9BFkBdHrwRoJ0I7ql3Mm2BKHygTvOU5rBwREBzWzw9mul5+WbuatTAzHioZvpY8tXcAolBAUGWFshNq0TnUaEsl9nvR/xKxi0rEsXm/H+MXWLM5VFe9qC2vvAEGWMafClKdlvKkCj3vPMSKprPQtfn5wHPuKhnttaIuQQkGKKTtyqs5j3vO4BIWn2xMspseYWh1g5ouIPi+VlMZkIjdMtmmaPLN/HM+qgLidB12nktQ4Fs8yr5ZZ7rtZ2BgjtdbB6nbpRn2QanKXY530QOVcZpxUug2mSS3pZD6WZUwe8MPSMfQ1CQ6KGLFROqkup21ZzvfCQO7rGOJfCC6pQz1lQNCPtFtEXYvx7uko99vTOJNVOjEf2us5vOsDnt+b5R/53uZR7wLPp24kEgnB5i6etQjP5Ob5Lz0f8LC+wP+Tuo1OLIC6m0NPN8itezkzPc0fuld5IrzAv5qeIjQVRHy/gDNdwbYa5Nm5k9xr2+EOW5YbYjuspZK4l8JYKxvY0yU8qyM8l5rjQf0i99g6POY5z+upBOXNMI7NCNQbsJPDt+KiNerg5+ETnLRtcY+tw2nbLk+MXeQvp92Uyw7USgi52cSoNZA3D/C5VAZOjfedU/jUFu7A29yqtYbkpGOZfkTix6ZIxhwBFCzRj1MSkXaFIblYqiANBjh6feS2B6Wl0miqFBsBXq/b2Q55yXiDzDt2mVFzTMo1/KKIQ1SwCyp2SSUoWXStPi2rSFMp0LIkmpZMy9ToWAodS6FnSZiWiIGIhIkomKiCgSIMhnOI2MUpDHAIBk5RwCFIaIJ2WdU0wKBh9imZJlsDNyu9CBdbYyxURsnmfRg5B849EdeOiWunh7pThYNhdQtgSDqOjdCKeyhPK9RmBsRS+zwZOc9DjmUmZI2u1ed838FT5Rt5f2MKfVXGt9JFzux/bHWIj1CeVjCmWzwxdpE7bDsogsbbXSc/z51AXHXgXe3BTg5E4ZCglAmnDnjMcx6/pPFmR+O5nTk8KxL2dAGz00WYGaM8LXFDPMMdtix1E54tncS2quFMFzF7vUNC0uQfhhfwizJPN5JU13yE1xtYvR69qJ/OdJffci9QNw2e2z+GZ21INjA5Sj1p8ojvAk3L5Pm9WbzrBlajSffkJM5klXmlwCvtBOqaHWk3gxX0U08a3O9c+hpH+RfEZZn28Fi4dO5abQ9HlQmXLBDD1pdvZYnCJ6tIHE3OeGWc80VVCpfafppK4Zfa/xpJhSuf/ZuIv0ky4ZdufRV1wq9MQvc51QmfkYzR+qVkkUeIhSuUCtdkdzgylq4sxfol8BPgD4E/Pfz3x1dp8y4wLQhCHNgB/j7wB8OPIzzOMOfC/ZZltb7Uk1zHdVzH3wi+EYRC1bATkkxuiO2QT8ZxL2XwrfZ5bneO/8b3No+FFvi30wn8HjfiVhHbyhSv3DLHH3nOcU80zdmZGxj9yIm6WcCxMslzN53k1tCbPDlynn81HSU0HoKlNN7VHivro7w7OcbDjn2eGF3g38+MEoiGET5YxrlexrkS4mczN3C/PT3cbZxa47mZU3jWQsiFIkJ2H9+Kk+X4GM+HjpPwfsQptcATk4t8f+YOajs6voMgxl4OJXOAb2SSvaCPn/huIqYWuF3rc7uWIxM5z1/MuijXfSj1AM5OD2Mvh7m3j0OR8WtBCoqDV6UkmjhA8r/HKbVOWHJwhy2P6vsAVRzwqpykonkxNAW3zYPToSDvaZilMma7g1GuIrY7KI0WcsWNVnTSLaq0/RIdv0LPK7PtdbDt9uFwdfE7W/htLQJaE7/axCO3cUkdHGIPm9A7DBKMy/93fUuiZ0l0LJWWqdIwbFQHdko9J8Wuk1LHQbllp1m3QU1BqYi4KgK2koW9NEAr9FCKTYRyDbNWx+x0AYb5Evw+jIiPxpSDWlSiETPwxircNz60OZzSSh+TCT2dn5RP8WomibLkwL9s4FgrY+7tg2UihSM0UwHKMyL22TLfGT3H7VoORdA421X4Sf4mais+RlcMlMwBRruNNBqhPK1Tnxnw+xNLnNYO6Foiv2ieZHFtnLFVA3HrYKhOiIaozMLD0TVOqQX2DfhZ/gacqyrO9Txmr8cgGqcyA78zdoExWeD51hjL62MkVntY1RrMJajOwB+NnEcXJZ6rncCxoqFubg13IKdV7oquMCYZ/EX1OLYVG8rmJvi8VKZF/qvwBXqWxXO7c3jXBlidLvWEixPxLCHJ5N/lbwDOfU2j/NqhCRa+ZJ52PIDt9X08aybPFE/w7akNHpxc5ZXUbYy+r+FM11heC3ExFeCUtot3ukQz6cWZ3sSz3mJlfYSP4kFOqQVuSmySnU4xcl5H2DrAs6Lz81Mn+I5rkfudy/yn1O1UpgMEV92wl8e34uNMJsHZ4LACzHfCH/HPZyZpTHtw7ToPiUMfm6kAz4zewLxyhpu0Hk+MX+T/mvFR29Lx5YMYuX1s6QLeyCgrI6P81Hszk8FXiMoaj+rnWU+EeLl6DK3iIFAbRUxvYhTL2NIaPkeEgc3OK1oKt9zB4XuHE4pFQlF4xLmIOSryUyAjjmBJMpbsxSmLSLt5zEp1mIi0P0Brd5GbPtS6nUZVolV1sVY/SaUnAAAgAElEQVSxsRd2s+YPMatHmHXkiCl5xuUafrF7Ob+KXVCxCxAQ+ViJRJO+NTRC9Q6DD5OPFbeqICACymWlk4zMxxUFTCzaVo+6OaBkSuwMPGT6IZZbEZbrI2RKfpoHTrR9GVfOwrU3wLHTRsqVh/Nbq4UgSUPScSxEM+GmkpSpTw+IJff5zuh5HnEuklAUDMviYl/ip5WbeSWTQlu241seYEsPEzmKNg1rYpTKjIPa3IAHEus8qp9n5DAR49OV21lZG2VkxcK+XsBoNJFGwlSmdeozff6L8YvcpFUoGRZPVW+juBpgarWHtXeA6HLSmPbQnOnxrfB5RiSZ1zoezmQShFZN2D1A1F2Uph34p4vc71ymZA742cENeFYFpO08lq5Tnta4IZ5mXqnyUS9Aei3CzFoLazCgmfLgni5zi7bDhV6AvbUQs+tVBFWlMq3y4ORH6KLAM8UTeFZNzFqdzslxRlN5Ekrnb3hkf0kIR8iBQyLgUvnIX2l7OAyohCP5Ey4rE45YI4bEwOHx5wmsBeHLqRSO4vNaH/4mSAX4ZhEL10okwJcnE67F6vDrVCcMG39SfQCXJ1zrCnLBOtrvr7A7XFku0hL4bEXDr8afAn8tCMI/AjaB3xl2L4wxLA/5rcMKDv8D8CzDfao/tyxr4fD6fwtowC8O/5ZvWZb1j7/MA13HdVzHrxffCEKh3tOomxaPhy7wb1JJvLoLx0aVzbUgyzMe7nWs8i9n2vSjIaRz6/hWTZ7eO8Hvuz/iW/5zvDxzgshYEGttE9/qGM9vz/APfG9wr2OVP5upUJt2415XsG0UcK2M87MbbuRe+zM87FrgP8/cQmXaR2DdDXsH+Fb8nE1P8UY4ym879/i270Nemk1RWXMTzgaHJeNWa7hiPp6aOsHtjnXutHV5wv0R76aibO5O4ciFUas1jEIRfVmnHfBzNhjlKddNRPyvE5ftPOJcZGfKxw8aN1Fu2pHbYdReDyNfRNzJoSsyhuKjJDt5QZxBFEzwneWUWicg2rlVK2HznsUldXlZnWZHDWDYFPoOF7pDQbVrSMUyZq0xVCv0egjNFmrFiVJyY/M56PpUul6RrndYUq7n1th2udhyGCiOPpqtj1PrYVf62OU+NqmPKhmIDD3SpiVgItAzJDqGQnug0O4rtHoKnbZKv6UgtCTkhoi9JqDWQauYaBUDrdxDLreGREKjOXxGwxiqEtwuCPjojnmoT2o0JgVa0T7j0SIPRFZ5WF/ghFrHJ9ovkwk/rdzMi9lphGUnvmUT10oVa3vvconIbjJMeU6hO9fmyaklHnEuEpTsbAw6PFO9hbPrUfzLAq6VCkahiOhwDK+ZFZmZ3uZJz4eXdx9/unMDrhUF90p5mFU/EqYwY0eeqfOk70M8osorzRHOpqcYXzZg7wDR7aY47cQ5XeFB10W6lsnPSjfiWlGwbexgKgq1aR37TIV7HavsGybPbs/hWzUwCyVITVGdsXjCf46OZfFM7ji+VXMYMJ5M0Jtpc7d9jbW+m/21IHPpMoLuojIt8V+HzlM3LV7ZTH7dQ/2a8ejoEj+cfoCxt2U86y3e3YiyPy7yuOc8P52+ldFwAGE3j3vFzzN3nuT28Ks8PLHC0zN3ob/jRtwqoK/E+PktN3JX5CWeDJ3nf51JEpoIIyyu41vpsbA2ztnxCA/a8zw2schfz96D/1wYLq7hXq1TXPHw8+SNnI68yL2OdU6mtknPJnCtHqoU1ot4liM8F5vjAfciD9pqPKaf581UnM2tKM6dEHK5grmfx7vipjWi80J4hnnHLr/jWmNeEflu4AM2p31sVcdR6x48rTDG1i5m7gCnpjKwByjYXDyrzuGQeqjus8wokFJkcC0gjpk8JZ5kTYxgygqG4kFXZaQdBeMw+LZ6fcROF1fDi1rT0aoqrbJMu+xmIeggG/Sx6I2QcBVJ2PNE1QIRuYJf7OAVTRyidJhsVUIWBDTka9rFupRTpY9ByzSomCIl00ZuECbbC5Juh0g3AmxVvDQKTpSCjHtfwLFv4sz1UHN1KFQwarXhfKaqSH4fxniQetxJNSHRTPZJJXM8GRmSCSlFxrAsVvoWT9Vu5tnNOaxlF75lA+dqCTM3VOKKkTDVWQ+VOUhM5/hu4APmFYOWafJya5rnNufQlxW8y3XM/TyCptGLD+eH2ektHtOHqqSXum6e25zDsyxgXy9+rE6YkTme3OABxyotC35WvglxxYl7pYrZasF8isos/O7EIlHZ4qV2hIX1cRIrPcxKFetYkuqMxX8bPo9NEHm6cgP6ioy8VQCPm/K0zOMTK/hFkWeqJ3GvSAi7+WF1mhmLRzwX2DdE3stESa63EGSZSkrhe6NLfHq49c3GF7I9HA3OjUuKhCvIBfhkEC0cSc54CZ9VQvJXqRSuJAa+qPXhaJ8cPfUVkgqXPgN8vcTCFw1uv0Iy4dM7uhS0f8q1X5U64SrJGK8kET5+FuHq7a76/HClUuHy+S8Iy7KKwG9d5fwu8K0jr58Gnr5Ku9QXv/t1XMd1fB34RhAKdCTe745wl2OdfzHbwZgIIW7s4lkO8tw9J/mfg69zezzD2vQcwfMC+mqd5bURLsSHO5KhmQL16QD6GugrVXLLfs6kUvyOa41Hp5Z4avZOPB+GMHf38S+NcCad5MOgl9NalSemLvL/Hbsb3+IInF9FX6lgXwrw4+RN3GXLckor8UhsmafmTuPZCKOUygibOfxLOlvRMD8N3kQq9ConVInfHv2Af3nMT2nfSSQ/CmsZ2NrDt2in43fwc+8x4lqev6uvkFJUvuP9gP2kzpnmLFJbI9SJDMu/latIW3t4ZBEED0XBxS+YG0qKfWc5pVXwiXZu1po4xLP45SYv2mZZdEbo6zb6Lg1dD2DfsyPlq1jl4aLVbDSw2m2EWh2l5ELWndg9DvpujZ5HpucS6btE+k4Jw67SdVi0VQtTs7AUE2QLQbKGO0GXYApYhgADAaEvInYFxJ6A3BLQ2qA0LZQGqA0DtTpAqXURqy2EehOz3sDsdodEgiQh6TqCz4MR8tAedVCfkGhMgjHV5vhEjoeCy9zjXGZWGeAShjkTzna9/KR8ihez0xiLOv5FC89SFWFzF6PdQfJ5MOIRSnMatbk+9ybX+Y73A1LKsKrDi80Znsoex7Go4VtqI2zvDRdjk6OUZzWMuSa/PfoBJ9QuecPgqeptbK+EmVwcIGzvDys7JMNU5uCJ2DKntSL7hsUP8qewL9nQV4qY7Q4kJ6jMwfeii0zLfd7tejmTTjK+NMA8KCCMhinPSDw5tcSkZPKDRpLqip/wahWA+rSb0GyB09oOF3s+0qsRZlfrCIJAZcbB7fElxuQBf1W4Ac+yBPsFjNgo7dkOdznW+bA7Rn/Z/fWM7y+IriXwsH6Bv5y9l7FwADl7gLac4MypFN92LROYKdJM+nBs7uJb6fN8dpb/LvgKT7jP8dczpxlEw4jn1vAv93kxO80fB1/lLnsaz0yJ2owf77qKLZ3HtTzBj0/czD3jz/CE+yN+OHsDtVkdb8YB2/v4lty8cGyGb/s+5B5ble+GP+Sfz41TX/Wi51xYewf4l3xko15+NHoL85FnOaZKfC/yIf/HsRDlPTvhgwhmOouYyeEP2tgNeviB52ZiU3nusTW5XcuxNfoR/37OSanuQ2mGcHR7GPsHsL2HW5ExZS9FxcvPpOMoUYNv6x9dJhVE50WUUYNn5eNcUMcxVY2BTcdtk1FtGmahNEzaWiwhtlpodS9K2YOt5KBVVGiHFDpBD4t+F+u+ICHPOBN6hUl7mXGtTESuXrZB6UIXp2iiAIogoBwumKUjK1DjUDLet0z6lkUfaJoidUuhYrgpGS5yAw87XR9bbR/bdS/5qote2YZSktALAva8hePgMK9KoXqYV2W4my66XIhBP71xH/WYjVpcpJPscjy2yxPhCzzkWL6sTFjpW/ysfiM/2zxOZ8lLYNHCvTgkHK3BAGkkTGs6SGlOwjZX5nujH3G7lkNE5WzPyY9yN9Fd8jC21EfM5DB7PcRElPKcnd6xFt+LfMgx9f9n772DJLnv7M5P2vLedbX33dV+uscDIMBZckGCIEESQxIEBWpjd7WSYncVutg43V7cSReKM6FVhE6KPa1OIe0ulw4ESTiCIAwBwgPjZ9p777vLdld1+cq8P6rHYDgEZgBwgY2bF1HROVm/NDVVv8z8vd9775tnq1Ti6egA6UkndZO5sjrBbiXZ5iTVnucrgUtUShLvZG38arEV16SOsLqFYDaTaLWhtO3yefsQBV3j59E+rFMqxvk1dFVlp9WGoy3GXaZZVkoiv1pqxTdVKNvbuptItRX4nGOYsKbzq+VWvNMF9EyWdJMLT2uUbjXCC3utqJMm5JVFdL+HnbYSn7GNMlsw/n137Q+P6wdAwk3YHsR9wcI+h7CfH/re4Yy/KYDxhud0kyqFK81vYGm4GevDx0EqXD63y/j7IBc+3Az5R04m3KzV4YbVHz4KdcLl471PGOOv2R2uUTC8n93h2vUfQenI27iN2/j/ET4RhIKUhWejvdxT/TwHm5ZYaWnBOVXANZnjhaUQ/8z9Fl/yDvKv29vxBryIq9s4Jlp49mAfRype5f7qUR5tP4Hjghd9bRvnhItnDvbyRcs0X3AM8VSoj3SzB9PaJpaZGOq4n2da+umveIUvOAZ5pr2bRJsN96IV1jbxTDg411rP695GTlqX+aLzEm+0NxFbcFOx4kdbWsMyHcVZ4+eFyhCHrAt8ybLFCcs0w001vLDdiznixLFTljqrc5t4XLVsOJ08YeunQtnhM6YIvWqRk97zJNrNjObrkHIWPIUgUqlEaTeFtLSOAwAHMd3KS1obuXqZrPsS/YZtApKJLqWEzTqKW07xprGV89YaEjY7eYeMxWXDsm7AsG1BipYtBXomUyYXMlnExA5izIzRbMZgNqLZjJQsCgWLTNEkUjQJFA0CmiqgKRKaTLkU3GX5nF6etRFKIBZBLOiIeZBzOnJGQ85oKHtFpL0CYjKLkM6ip9Pl8mf5AuhaWbJstSLabWgeO1m/hb2gyl6VQLq6hLV6l4GKVe52TpVzL2QZRVDZLqU5l/Pz89gB3lhsQpiy4J7QcU7sIiytlyXJditafZBYyEKiQ6OzbZWT3vP0qhkKusDprI8nNvrJTDgJjhdRZzfK21UE2Gl3Eu/Q+WzTNCcs0ygovJWp5PnFDpzjIpbpbbTdFGJdFbGQAVsoxgOui1eyE87P1lM9UYS1zbKcud2GEtrlS46LlNB5NtGHOmHGMr2NruukW7zkOzJ8wTFEVtd4ausAzgmhPODweYi1STxcPYpTFHk20YdjQkZc3YaAl3g7fMk7yJ6m88JSCM90Hj1fYKfVxsGmGSqkEv8x1otr4mPt5reM3ZKJRjlNdcs26WYvpje2cE1pPLPVy1dt03yheozH2+/Bcs6CaS5KfjLAOx0N3Guep7t1hc22BryTCuaZGKVJP6+0h/gD5xj3147xk9DdOAf9aKsbuCcqeHO+iSGfnV51l8/VT/Bc+1EcExXok/M4ppLEJ+w8U3+A/opfcY95lhdbFhkNtWFZCML4LIbZbVy1NbxW28IdjhlOWpf5rGWKC031vLLZjWXLg2WnHJRonrHi9gSYclfxtG2ACt9rtCkG7rWOs1Hn4CfpfmJpM3ImgJIvlKvALK/jlEU02UFM8PAUPVDHFVKhUVFQLRPYxAxWOcd5Yw1xs4Wi2YTdqmAyG5G2Y2i7u1fVCqkU5oQDQ8SG2Wcm45HIemRyLisbTjNrThcj9iAuSwa/OYnPmMKj7OFS9nBIGexiBqNYwCgUUIQi0jW+8xICBV0uZyxoCruaiZ2SiXjBQrRgIZy1sp22Ed8zkd41Iu4oqHERRxyMUQ1TtIghnEaKJtETO5T2MuVcFVVFtNvB7yZdY2e3VibZADSkOFqzwuc8I9xhWqRaNryLTHhqqYfdcQ/uMXBMJK8Sjh43+eYAsQ6VfGeaL9eNca91HLdkYKpQ4onYISamqgmM6ZinI2jxeDmotc1DvEPnRNMMJyzTSEi8nmnktbkWXBNgmN2mVCyi19YTa5cYaJnjHvMsaV3g6fgA+oQVx9QuWjKF0NZAPCRyb/0UbUqG0byN1+ebqZrYJxurg8TbRb5eO0alLPA3iQ6Kk3bMM9ugyMTbLHS2LNKh7PBiupHcpAPT3BZYLcTaZb5aPY5REHhmqxfXVNnukOmrorIlTKOc5r/GjwALH1s//yAoy7n1W7M9XClOtG97EPnN4Yz7y5fbA78VlcIHsj7cJN6XVIAPRiyUT+jd//4oCIYPSyBc2c97a25uSCa83y4/qNXho1QnXLv9deqE68MY9V9rz63bHW4TCrdxG7dxC/iEEAoa78w3EQ0KPOAb5H8PteJ+y4FpPkp6Msi5jiqOGFcwtyfKxMAbW7gn8/xqsZV/7nuN37WN8HehY2SavBjeCeOezDA2Vc25Kj9HjWHuaprlQqibmnHP/myih5d7WjnpPkevmuLz9eM803EU52QFjM5inYpjHffxeMMAR+oX6VeTPFA3wnc778K+5MUciaGvbeIZt7Ncaedx/wAdNc/SLCt82XWB8fYKtsOVGCMB1FSKUiSGZcqC2+FjzlbJ46aD+Cpe4aChxHFjmETgPMl2Ayu5IGLRjrtUhTS/+m5SQXcQL1p5tdTCXlEl6R3mqHGJatlAs2LAJs5TIe8QNO5wxlbPvMNLzmkk6zJg8SiYt8yoYRtiIomeTKFlsmi5HORyCDvl0mKiwYBkNKAaDegmA5pBQTPK6KqIJotosoAuXb0ZCbpeJhVKOmJRRyxqCHkNMVtEzBUQMjnI5tCzOfRcDi2fRy+VTaqCrCCaLAg2K7rTRs5nIR1Q2asQSQd1tKoMTZURjngWudM6TZcaJSCZ0NBYLmY4na3j+Wg3pxfrUSbNuKa0sjJhab38/2a1oNdVkgjZiHfq1IU2+XrFOY4bwxgFlfM5iZ+EDzM3WYl/TMcyFS2X2rNayDUHiHVI1IbWedB9nmpJYbao8fj2AIVxOxUTOfS1TUSLiXSrl0SnxiN1o/SquywVBZ7c6scybsA6FS7PqHY1E+8Q+FL9OB1KlpGChV/Ot+Od2LdD+DzEQgp3NU3SoSY5l/MyNl1N82QGPZMl19dAviPD79pGWC8JvLzYRsVkHj2dJnOwHnN7gkPGFS7mKklPOqme3SjLoNtF/sQ3SLQk8OZ8E01TqY+1n98qEnkTBeCLVcN8v/1eqs+o2Kd3mZipYr7OyL22Ef6u/ThajR9xehnXRICntw5wX+MCD/gH+XehBrxn/bC2hWvCx9OHevmKbZjP24Z5LDTAXqsb8+oGluko6niAn7X20xt4jS86B/lFRye74w4cy2ZY2sQ9buPl1lY+5xzmhCnGV30XudhZw86CDfeGEy0cwTXhIlVj4yfBg3TXrxJSVB70nGc0VEF0O4AhEkRK7aGvb+GcMJN1OXjZ0UadMYrTcYk62cCXnRcIN9l4OR1Cyhrx5iuRi0VKO7tIi2u4JAEEOzHKpEKhVuIL9kE6lBK1sgmDeRG7lMWtpnnb1EDc4qBgVbDZnFjsRpQNE3osgbZfWUbIZBF3kpijNoxOK3mPiZxLJusUyTkNFOwqGzYbaxYPkrWAyZTHasxhVfNY5DxmOY9BKqKKRZRrRlsFXSSvyeRKMumiyl5RJZVXSWUNZDIqpT0FMSWhJAWsuwKGhI4xUcIQL6LEskjxJPpOklI6XbY3XFYwuZ0Ugi72qo0kayVSdSUcdTvcUbnAZ5xjHDRsEpBM5PQC4wWJX+we4NnlTnbHPbjGwTW+i7i4Tzg67JSagkQ7jOx25vlM0wxfdl6gTlYJl3I8nzzAy7NtOMZknBM76OtbCAZDeZtOGX9oiwc95evDRAEe3xxAGTfjmkiihSNILiexkI1cZ4aT/gsEJJnXs05enmvFO64jLm2C2cxOuxMtlOLLzosAPJ3oRx3fJxuBvVY3pVCKz9uGiZVKPLPeg2tch80wVAVIhOCfBi4hCQJPbx0oE4dbEbTWWlLteX7XNsJ8wcjYdDXt07sIBpVYu8K3qkYoAM8ud3LjzLRPMK5TIrzL9vAbVApX2l1DMPzGcEa4SkhcX0LyPc/rJlQKv0khcCPrw4fIUyivfg9S4T22u2W8HxlwRRryW8YHJRM+SG7Cb7I6XL/Pj0qdcHlf1xEL5fVcIcrK66++r1953UCdcF1/ua1QuI3buI0Pik8EoSDkChjGTLzT38g95lmEUIp8vQ9laA73eJAn7xrgRO06X6wf5ZmOu6i5ZMU0E0Yfr+KljhD/yD7G3U0zXOjooWrUhji/iX28kad6Bzhe9QInved4rbON7JAf9e0w9okE0TEPTzf10+t/gy87L/BiZzvxSSeeVQf66iaeMSdjTTW86OvgDx2T3G8f5K1QE5vLNZjWKtHH51Bnt/AEa7lQ0cAzjj7+yHWBQ4YdvlZ9gb/sshONW6lIVCFMzqOvbuC0GMlb7bxtacJrSGHzvEWbonLCvEi6ysD3S0fYLgYQNDsuvQppYa08OF5Yw1nUkApOYgUzp7JN7BaMxHxW7jJP06yUCEpmbMYEFdJ5GgxhTlubGHJXEvY6yPoU0n4j5m0VU9iKGk0j7eyhJ1PomSx6Pl8u0bhfplGQJARFRlQVRFlGkGWQZZDEq0z6Zeh6+YGnpEGxiF4slv/mC2iFYplA2H9gESQJ0WRCMBkRbFY0h4Wcx0zGp5D2i2QCOvmKPN6KXfp8axy1zzFgXKJB0bAKZjJ6ntmCwJvpTl4MdzC2UIl52oB7qoR1et/mkNorkwkNVSQ6HUS7BAJdW3yj6jwnzIs4RBMThQI/jR/j7akmXCMizrFd9NUNBElEr68i2mWk1JXia9Xl7zOl6zyzO8CFyQaCozqGmc2ywqK5lminQlNohS/ZL2EUJF7ca2dkopa60QL66iai00G0w46hM8GXnRcAeDJ+EGHchn0iip7Pk2v2k+zMc9J7DhF4PHII+5iCurCGbrMS7TRwd9MwjXKeH+x2oo3bMM2sg81KLKRwf90YDlHgifAArgnQIzEKvU0IHUmOGpd4Ld2MOmZGWpr9GHr3B0cpIzOYc3PCMsF/6fg0enUAYXUL+3gbzx/p4Y/dZznQusR6exPuaXBNphiaqmW82sZd5jn+qiNGqs2FZXkd52SSmYkAb9bV80XLMp9tnOK1zgGso160jW08Y15+2dPOSfc5utQkn2ua4IXOw9in9lUKEzskml08XneQvqrnuNO0wu80T/FqVx/W5SDyxSTS/DqesWYmqqp5yjVApfsUBw0xvlZzib/quptY2Iw/FkSbX0acX8drN7But/C47QCB5h3utyzQpSg85D3NTruRc/kmxIIZb6EKaVYrXwvm13EB6HbiuoenSj2ka1W+4BiiV00RlMzcadzC7UlRYdjhVUsr8zYfeYdKzmnG6lQxbViRwon9ajBZSokEQmoPMWbEGLZisFuwOEzkHSp5u0TeJlKwKhQsCgWTiYgRtowauqqDoiEoGqKkl2eM2R+O6QJaSUAviFAQEfICUlZEyoIhI6DsgZLSUZMa6m4JdSePtJNB2C1fl0qZLHqxAIJYDmh1OtB8TtJBC6lqmVQN5GpyNNaE+bR/mk9ZJ+lQ9nDth7SOFMz8PFHOTMhOOnGP7ZMJ8+tlcsZuRWuqItplIdGlcah9ga95ymGXSa3Ay+lGHl86gDxqwTOWQ5xfRysUERtriXZayHRl+P2aSxw0xNjRdJ7aOcbYZA3VYyWkhU10USTfHCTaJfDp5mnuNK0Q0+DH4cPIY1YcE/GyOqG9kViHyL1NE3SpScYLFl6YC+Eb3ycb/V6inTK/2zRFm5LjuXQdyxMVtE4m0Usl9tpcWEJx7jLPMZ63MTRdS9tEmThMtFs50DpHi5Lhr2KHsY8rCGth9Co/yY48n7GOMZjzszvh+fg6+QfB/mBH2F9+N3lQJgeE68fIV2ZoL/MJ7x3OqGs3LiF5syoFYX/299dUCu8V0Piu872GVHjX6t8SqQAfDbHwG4/xWx6dvg+RUG7yIcmEd23z6+vfM4jxOnXCr5EUN6NOuPZ3eJnsurx8zTEuqxOu2B0u//avw2V1wm+yQNxWKNzGbdzGreATQSigabgnSvx0Y4D7mme5r3GMVzuPUDEq4ZpIcWa6gflKlfvtg/yw8wjF+gDi2AKesSCPH+nnqx2jfM17jlc6Q/gbKpCGZvCO5nh9uoUh3zv0qxGOtM8z0dVO9bQXfWUDz5iT5zs6+LLzIr1qiq80DPNo16dwzAWRLk5hmQzjbKjkx3UDHG2bo0st8FDlOf6vbi/xNQeeiJfSdgTHqJ20381PfQdo7djgfnOYz1kmmG/28WRiAEPCjnuvEm1xFXFhFa+5gaLZzHPGThwdGb7lPEuDbOI+6xSFGpkfaoeI4gMcuAQBabFMKoiLq9gKRaScm3hWZTxTS7TRzFbQzqesk3SrcbySiZCq4ZVmaVK3CVnqOeusZ8rnJ+G3kQnLGMMGTBEFY9SKmnAh72QQk+myFSGbQ88X0Eul8sN8JlP+fgTx6s34Rjfu/QcRXdPf/VBymZxQjQhGA4LZjG41UXSayTtVsh6JjFck69PJ+wrY/SkO+LY47Fik37RIs7KLTzIgIrNdSjNecPBqsoNXN1vYmPNhn5VwTRcwz8bRVzfKEma7Fb2ukniXg2i3gKs7wkM1F7jPOkVgP4TxiZ3DPDfTgW3EgHckjbiwWh4s1FcT67KT6C7w1eZRPmeZwCCovJL28sRCH/ZRBcdojNJ2BMnvJdbpYK87y0OV52hTNMYLEj9d6cc5KmOZXKeUz1PqaiTWBQ83DNOhZBnKW3l+tgPfaAlWNhB9XqKdBg61TdGvRhjKO3hjppm6sRxaPEGpt4WdzgJf9Z4nres8uXoAz6he9sR3NpDszPMlxyXmiyqnZxppHU+BJBHrMHJv41oHTnoAACAASURBVDnMAjyx2Y9nvISe/IelUJCz8FR0gL+oeoGB1kXW25txzK3gGc/zzGI3v+c8w4OBi/zbrmbcZ7yIi5vYx1p4sn+Afxt4nQfqRvhx5z3YBj3oS5u4Ru38pO8Qn21c5KT7HM93dZAe9GPcCmObjBEd8fF44yH+TeA1vuo6z0tdbSSmHLjWrLC0jmfMzlvNLbziKluhvu45y9nOOqLLLio2A2hLa9jGIjiDAZ4O9NBjXuZ+c5j7bSNMtQZ4KdqLMeHBkUpT2trGML2J117Nps3DD01HcNemOGGKcdCQIhk4Q7pDZbxYi1Cy4SlVIy2slgfDcxruUhVi0U6s4OTn+S52643suoY4ZNjGK5noV7N47JeoVmO8bm3jvLOGmMtG1q1g8TqwrptQt+zI8XLZUz2Xo5RMIqTTCHEVyWTEbDZjsprQrEaKFoWiRaJoEimYREoGkZIqoCmgX2OFuuxLFzRAA7FQfkl5HSkHyr4VSt4rIe8VEFNZhFSmfP3JZK+omARJKhMJdhuax0k2YCFVqbJXWbZCWaqTHK5Y5YRrkkPGJepkAYNgvGKF+kW8l9cXm9GnrHgmdJzjuwhLG1fJhIZqYl02Yt067R0rPBw4wxHjLhoC72R9/GjtMDujHipGixinNiglk0gBP7udHuLdOidaprnfNoJZUHg24+Pp+R6cwzK28e1yGdmaSqJdJiydcR7ynsYpyjyZquat6WaqRksIS+sINivxTgdi9w4n3ecAeDx2CGHUhm0ijF4skmnzk+nK8BX3ebK6xo83D+EeFRCXNhF8HqIdMl+vH8YnCvyXRD/2UQVxeQn8HmJdAn8auMiepvPMYjee8Tx6NstOyMFA6yw1coH/vDWAexTmP96ufkvQ4YpK7jKJhXD5h7ffRrjO9lDSr1nPVZXCteGM+3aJK0e5dvb3ZlUKl0mFdw369wf6t2p9uEGewq8f7wakAtwwU6G8+u9BrfD3jY9KlQDvHcJ4o9yEW7E6COKvhSX+RnXDDY9/HbFw/fKVNlf3/64wxuvsDuU2l1+XyYirdofbCoXbuI3buBV8MggFScQ2GWNiqor5ejNfdA7yVNchKt70Iy5vYRtt5hf9ffyp+yxH2uaZ62jDNyliH08wPe7nnYYa7jatcCC0yHJnM/4ZE8bZbSyjNTwROkRvxa94yH+W/6G7kexoAPXtCPbxOLERLz9pPExHxa/4kv0SL3aHiM36CCx70Da38Y66WKj380TgII2+t/isZZbTrdO8vtaDdb0CZbfsxfWOmFnxO3nUdZT62mfpVQ18zXWOpQ43QzstqCkvtnSW0tY28vQaXlMtW0YLTxj6sLZmOWkbolo2cb91jFKdwGMcJIoPXXTgkgSkxY1y+cflNSyFIlLGi7ynEtnz8+SeibVqJ5vOCQaMK9TJAkHJjFNMUyMP02ZcZ8hWx7C3iumoj3jERjqiYIgpGGIyxoQJdceOsltASuaQ0lnI5dFzOdgnFyiV0Eta+WFD1971UHIt0SCqIkgSgiSBqiAYDGBQ0cxGijYDBbtC3iGTdQrk3AI5t07Rm8flTXLAE6bHtkaveYl2JUJAkjHtqxKWikUuZOt5NRHizGodhXkbrjlwzuYwzkfQNrbK1RxcDrT6IImQjWjXPplQd4H7rGMEJROrxQw/S/by5HwvyrAV73AOeXYdbb8EXLLDS7Rb4EBoka+5zlEtGxjKww83j5AecVEznEVYXgejgVxrBdEegU+3TvNZS9kb/dP4MbZGAtSPZtE2t5F8XiJdZlxdEb5kv0QBnZ/EDiONWLGPR8rqhJYAO90FvuE/hyIIPBE7hHnEhGlmBd1kJNZpprd9nn41wpvZKtbGArROJhAkkViHhSPtUzQrWf4qdgjLqAFxeQWCPuJdGl92XmS+aGZisprQVBzBboO9j6mPfwBImRJvzDQTrhA56b/A/9bVguuUE9NMmNWxSt5pr+O4cQlrR4x0qwfTa1t4R3O8OBfiD71vlgnIrkOk2/wY3xzHPZ5mbLKGM1UV3Gnc4kTLNKe7e6md8qGtbuIZc/NCZ4gH9qupPNA4wuM9d+CYqYThaWxjEayNAR6rPcShxiX61SQPNgzyNz2fwrbqwxJNoK9t4h2xsxJw8APPMZpqnyGkKHzTc4bZTh/r8WoMiSCGdIbSdgTrmAGPJcCcuZIfGI5hD77KYUOWO41bZIOn+ZuSzHypCkGz42afVNhNIc2v4ixWIhYdxLM2Xs61E28wE/OOcNy0QJ2s0qqIuMV5KuU49aYopxwNzHp8ZL0mMj4Dlg0F85YFNWJHiiXRU/tWqH210hUrlKpgMBoxGA3oBhXdqKAZZDRVQldENElAl8Wrs1r6/tiuqCGWdISChpgvIeaKCNkCQi6/b4XKlpVM11mhJIcFwWpFc9vIei2kAwp7wbIViqo0rRVhjnkWOGaZoUONX7FCLRSzvJNp5LlINxcWavdLQ5awT1yjXrpMJvTYifboNHWt8e3KU9xp3EJB4WzOyKPbR5kZqyIwrGMdC1PajiDabGTbgkR6JOq7VnnIe/qK1eHRjaMURxwERzLoqxvlMpEdfuI9Jf6gYZB+NclSUeDR9SNYh41l0iGThZ5Wot0CX2kco1tJczFv54XZEIHRUlnd5PcS6VI40TJOr7rLW9kKRiZqaRlLo6czZPsbyHelud8+yEpJ5PnZDqrGcuipPTIH67B2xDhuXOJMtoa9cReVM+vgdhLtFPgX/guESyJvzDTTMp78WPv5B8HVspHvnl29VrXwvuGM+rWkxEekUrhGVfAuNcF7WR8+bJ7CDQIfP7RaAT7Z5MJNKBLKzT44mfChcxPey+rw7gN9OHXCNXYH/Rpi4H3DGK9RI9zQ7nCbULiN27iNW8AnglDQVQU2I7iGvTxztJ9/6XmLltAau6EqbM+v4hnN89RCD992nuEh/1n+rKcV35kKhLUtPMMuHhs4zN0NKzxUcZY/72nEOxhEGJ/HO1zBL3tDfN19liOGTY6E5pnoaad61oe2soF3xMmL7SE+5xzmblOUh+rO85e992JfqMBwKoE6tY63poFnars5ap3j8+YI3/KeYqQnSHjTT9V2Jdr0AobJdbzeOoY8dfzYegSf9w26VJlvV7zDX/TYCacqkFNBjLkcWjyOaULBZ6hiS3HwI/kgxqYiD9jGqJZNPGAdRarTeUwcYEv2o8l23IqEtCCjRWOUVjcwZnN4037UlJmdXTuv7bSxXOdizjfHHZZp2tU4AclAvazileK0KFH6zYuMO6oY8Vcxt+NlM2ZnL2FASUioCRV1V0FNmlBTGnJaQ0oXkbJFhGwRoVBEKJUQiqV9i4N+1RO5f9PTZQkkCV2R0YwyJaNMySxTNIvkrSJ5m0DeLpB36BRcJRRnjqB7lyZHhG7rGh3GNRqVGAFJxCqYKVJirZRmMu/i7b1W3go3Mb/sxzSv4p3XsM+nkZe2KUVioGtIPk+5mkPIQrxTJ9C1ta9MGKNWNrFRyvBsqpMfzR+kOOgkMFTANLFRTr13OsiEgoR7Zfy9m3w7eIoutcB6schP43dxaayByiENw2Q5yE1sbSDca8TZHeZh3ym8osrzaS/PzHTjGQbD1DqaIJBpryDWq/EndRdoVkq8nvHxy+kQlSNF9JUNxICPSI+BIx2THDeuM5q388vpEDXDBbRwFD3UQKxH418FTwPlgYt7REBY2YKqCmI9Ov+L/yxJTefJhV68owX01B7Juxpo6VijTdnlP0XvxDkiw0aYQqgWNj7mzn4LEPIFzCMmXuoP8YB1FGNXgmyzH/XsNJ6RID++4xCfbVzmZP0gj3b/DnWDDozTW0jDtTwb6uWfuy7xuZZxXu0+RO2oE2FuA9dQE492HeFI7c94yHuaV3pa2Rv1Y3o9jG00QqwtwGMNR+mu/CUPOs/zcncbkRkvgXUP2tom3iEn03XVPOU9wB+7LvIV+yXOd9YxvdaEaasahqdRptfw+RoY8dXyE/th/tjzFgcMJR6pPs1/6P0M4V0nwWQ14ti+FcpooGh0cc7QyA+VLEbfGxwwCJwwr1Kqfoe/1e9gkUp00Y5HqkGaW6O0s4u4sIKjUETOuIlnTZzbayLcZGU94OKEdZw2JYdfMnPcmKRGPk+bcYPTjiYuempYDbjIBAyYtg2YtxRMERuGaBYxnoLkHno6g57NoWVzZaXSbgpBFMr2J0lCUmSky3YoSXr3Q/Hl64Oul8nIyzaofQuUVixeVTPtq5hEqwnBbAKbBc1lJecxkvFKpAMiGb9OKZilOhCn37vCUescvYY1amQRk1C2OEwVDLyS6uelrXYW5wLYZmRcU0UsM7Gr6iWHHa2piliXjWiPTn3POo9UneKEeRWbqHIpJ/LDyDHOjDbhHRRxDpeVT4KqoDVXE+4zIPcmeKT6NAcNKWJaiZ8k7mRorI6q4RLK9Fr5s4UaiPTIdHfO8xX7JQB+ttvH9Fg19UM59NUNJK+H7W4rju4oX3eepYDOY5GjKMNWbGPbZTtDKEC6N8ND3tMUdJ1Ht47gHJaR5xYRXE4i3Sqfbx2iUS7y/8YPII1YMc2sgNNBpFvh4fpBLKLAY5uH8QyXVU35w60YuhMcMa7wbKoT84gJcXH5Y+7pHwBXBj2XlQjsD6rerTa4UTijjnA1c+GyDeH6EpLw7uWbVSlcnnX+NZXCe1gfboRbyVO4/hhXzuUDkgrXbg+fLGLhJomEctPfApnwfrkJ1+/veoXAtfu53j76fvu7GXXCNe9dCVYUrt3+3WGMl/vQVSJB4Hr7w23cxm3cxs3gE0EoFM0ilMAzkuGZ2W7+yP0W36w6y7/reRDHGRfmqW02hqt4ra2Zey2z1Hetk+iqxLG8jns0ydB4Hecq/Rw3rtHatUq0uxbfghHz5BamoWp+1HKE/zP4Mg/7T/MvextIT1RgfDOGdSyMuTXID+qP0Vf7M+6zjvFyV4ilxQZqVoKUFldwjeyQrHHx3YrjtNc9xQHDHt+qO8d/7PsM8S0X7p0Upa0wjmErWZePZxw91BujfNM+zl3GCJt1p/l/MvcQzjgJZmqQx4qUtraxjEr45CBbspvviUeggaukgm0MpbbIj6WDLBkqKBksuI3VGOZUStthilthpGwOV9KPuutgN6GylKhkvdbBVGWAO5xz9JsWaJTTuCUDDbJIpbRDmxLloHmeGUcF0/4K5lJeVpNOYrtm9nYNSEkJOSUjp0FOq8iZskxZyutIBR2xoCNo+tXZGCjP5IgCmiJQUgRKqkDJQLlChJnyy6pRshVRbHncjj2qbQmarBFajZu0GDapkVL4JBmDYERDY7uUZr5o5mKmk7cTTQxvVJJfsuJYFHEsFLEs7MD6NsWdXQRFRvJXkGvyE2s3kOjQqAtt8o2q89xrmaJ6n0z4WbKT7y8eZm/ITWCoiGVsi9LWNqLVQrGthnCfAalvh0dqz3C3cZusrvPcXoifTfXgviThGA5TisSQAj5iPS6SfTn+sP4sBw0pForw3Y3jyINW3MNxSrE4Yn15nx1dC9xvG2FH03l0+yimQRPWsQ10TSPdHiDZl+Nh/2kUQeBH0SOYhkyYJ1fRTUai3XZaOlc4blzjYt7L0HgdbSNJ9GKRnS4X9V3rHDRs8uJeM9kRJ+apdXC7iHRL/GHVWdI6PDPbTfVI2boS7TbD2x9PH/9A0HQ8IwV+utLPyY5RvtowxJM991A1bMQ5lmBkvJyXcL99iO/0HCPXUoFybgrfcCU/PXyAk46LnHSf4xe9XeQuVKCcmcQ7nOFcXyNnAmWVwr3tE7zR20/tTAB9bRPfsJtftbfxBfcQnzaFebj+HH/Zey+OhSDq6QSmyU08tbX8pPYAh7vmOG5M8kjwFP9rn5/IppVApILS6ga20Qgej5+n3D009W7zDdsc95rnWW26yN8mjxNNWvGla8qlZRdW8BgkSgY7L6vtGLqKKN436VJVPmtehhr4O+E4c2IVumTDrdSWlTXxOCytYs3lkdM+5D2VlVSQHzVZWK12cY9jggHDGkFJpVlR8EmrtKhb9FmqOe9uYDhQyVrYSXrLgCGiYIrIGGNmjLECciKHmEwj7GWuhKrqhSJavgB67t3f0/4D+rUP8FcGLNcPRi4TCEYZwWBAMBrQLSY0m5mC00DWrZB1i2S8Ajmvhh7IUOVL0ONe56BtgW7DKnVyAYdopKCXWCymuZCr4rWdEG+uNpKZs+OaFXBN5zDOh9E2t8ulIT3ucphil4VYd1mZ8EjVKT5nWcIhqozmdR6NHeXl8XZcgzKeoV1YWEHXdYSGGiJ9VlJ9WX6/6SL3mucBief2Wnl6ugf3oIR9ZBstlkCqDrLVa6PUl+QfB9+hThZ4J2vnsfl+3IMipslNNF0n2xYk2qfxJ/XnaVZKvJoJ8KvJNmqHCmUSozJApEfhM22jV9QJ58YaaR5OoydT5I+0k+rNctJ9jrCm89OFA3hHimiRGIVDbWR70txvHyrnKkzU0T6WQDCoRLoNPNhwCkWAH68M4Bkpl5f8h4bfqFC4fgb2/VQK+wTDFZWCqF9VJnwQlcK1g3zhmoDGW7U+wG+dVID3sUBcu48rH/xjIBdugUQoN3+PkfBHQSbcqO1NWh1uGMT4UaoTLv/eb0adcE3/uJFC4bbl4TZu4zZuBZ8IQqFk0tEdAdS5TYShRl7rauYe8yz/d0+CTFsAw5lpvMNBfnDsCPe2zfJw1Vn+ou8rOC/5ERY3cA+28mjPUY7W/pxHqk7zb3pr8AwHESYW8A75eakrxIPu8xw1hvmd0CSnenupndsfQFxyc66piZc8zXzDtsi3K9/hf+6rYGfJgyMah4U1fINWRqvqeNw5wB+7z3G/dYzhUDWvbfdgigYxplLoK+t4B03knTa+7zhMZUuce83b3GeZJtJk428zxwhnzATytQiTi5TWt7CJIrpUwbbg4XuUSYX7rWP79ocpzDU5HlcPMqLWUDIZcZmCmGdV9PWt8gxlLoc1lcYQ92CIG0lGbZyJNjNT5WXYX80h+wI9hhXq5AxuyUCtrBKQ8rQrc2yaFlm3OVj0eFnOeVjOuNnK2IjumUmlDexlFMhKiFkRMScgFgXEgnDFGy3oV29AugSaoqPJoBl0NKMGxhKKqYDVnMNjSRMwJak1xag1RKlXI1TKO1RIJayCgmFfkRApZVgqmhjOtXJut4HBcBWRVSfmZRnvkoZ9MY2yGkULR9GyOUSTEaEywF6zh3i7wm57gc62Vb5ecY4T5kUC+zaHZ1NlMmFn0Iv/koZteJvS2iaCyYTWUkv4gJlMf5rfa77A/dYpFEHmlbSf7y4cRR204B1Moq+sI1pMZDqCRPoEfic0yf3WMQq6wOM7hxgdqaN2qICwsIZgtbDb7SHdl+Hble9QKUn8OFnPmdEmGoby5bT4qgrCfSqfbh/mqDHMUN7OS5Mh6obyaNsR9FAD0T6dP6k6jSoI/HDrGO5BCXFxAyp8RHoF/qeqswA8unYY35CGFomRO9KK2hvnLtM8r6WbEYZtqPOL6JV+Yn2lj7Wf3zJkCcvkNtPDlQw1e3nAfom/6zlGsL4CcXYV15CLHw2UycLPt47xRs8hKsfMWCbCbA1V8GJzB9+0j/OZtklO9x6getqJMLuOc6iZ74WOcaT+KR7ynObl3jZSEz4sWxEs49vYLlXxvYZj9NY9xReto/yyu4PVxXqqVyooLa/hGXaxVOPie/47aKl6lrtNGzzYMsijW8exbAew7CbRVzfwDJnJemx813mU2uYonzImedB+kc2Qg1/s9SKnnbhz+/kqMyt41QY0xcLzcgeGjgKPuE8R2icVpGqNH0hHGVNq0BQzHrUadVahtB2htLaJMZvDlw5g2DWT2HXywk4n87UeFnzTHLPM0K7s4RKNdKkaNfICHYY1xm1VDHprGQsGWYk6iUZNqFEJQ9yIIW7AsGNFTZaQkwWkvRxiJo+QzaPn81AswpXQ1XIw67WDG1G+OgMnSBIo5WBXQVXRjSq6SaVoMVC0KeRtEjmHSM4lkHPp5D0lDJ4MDZ4Enc4N+izLdBjWqJfzOEQVESNxLctkwcKpvU5eDbcyvVyBYd6Ad07DMbeHvLhFKRoHQAr4yTcHiHYYSXRptHes8O3KsjLBIapM5DUejR3jFxNdOC4Z8A7uIc6touUL5bKwvU6i/SW+EBrjQftFHKLKG1kb31s6ijxoLV8fVjcQ7VZSXQFiBzQebh3kLtMG4ZLOD8LHKFxyUTm0SykcQaytItJroL178QrZ+L2NY9gGjVjG19BEkVSnj1xvmm95T1HQdX6weRTnkIIys4TgsBPuNfLZ9kt0KHv8aLeD9LCL4PgWmM1Eeozc13qOSqnEfw0fxjUoIaxsoTVVsdub4wH7JYbyXjZHArRNroPXDf+Q4lUu33f2yz4K1w2Erg1nfM8SkpdnZm9FpXADa8MViMJvDmj8INaHd33mWyAV4KbCGstv3QKxcHlfl/FbDXG8NRKhvMn7jIDfI3zxSpObIRM+CqvD9UGMNzzfa96/RXVCeZn3VSdcTzLol/vV5XW3cRu3cRs3iU8EoWA25dnpcuJ8bh3fUJHvf+oo97bP8lDjRX7U9zvUjJiwj0SZHg5ypq6SE+ZZ/ntvmGSXF+uLm3iH9jgz2sS5gIe7TUu09KwQ7a3Ft2jEPL6J7WIt32u+g76aX/CI721eP9BEcsaHbSuCaWID96U6vlN/nEPti9xjWueLoRGeWz6EZa26HNA4uoEnWMNjgQG6elf5vDnC7/neZKbPx3askup4LcLIDNLMKj57I2t2L//ddBeeuuc5bMhy0nGReLuZx3P9iAUrvmItwvQipdUN7IIABNjWPXxHO0q2UeYB2zB1soH7LEs4K9M8rh7kbUsTBYsJl82PzWpCWt1Gi8cprW0gp/Zwx72YInaS2wqpLS8vV9sZCQbp9mwwYFukw7hGvZzCLcq4RCMuEZrlJL1qlIRZJOwws1l0sFVwslWwEytYiOXN7OaNpAsq2aJMvihR1EQ0bf+GCoiihixqqHIJo1zErOSxq+WydW5lj4CyS0BJUCHv4BPTOEUNmyhjEBRAIacXWCulWSxaGc/WcylVy1Ckiq0NJ4ZVFc+Kjm0lj2llF7YilHZ2AZDcTrSaCnZbbMRbRXLtGe5qmuOk9zzHjWEcYjmA8WfJXn40f5C9ITf+Sxr2wS1KK+sIqoLeXEu430qiP8/J9iG+7riAW1Q5mzPyN2t3snPJS9WFHNLMKrqmobXUst2vUnVgnd/zvUlAUvllxs1j0wN4LopYRtbQ8nlKnQ1s94t8MTTCPaZ15osS31k6jvuijGl8GV2WSXb7yB9I8YjvHQC+u30HtktGzOPL6CYjkV47zd0rnDAvcjHn4dRoM61De+iZLKm7mnH3hTlhnuVMtpKloUpaRyJgNhHuM/DNxrcwC/D9laP4BovoyRSJu2oZ6JrlH5K4WTMq6NE4nqEgP7zjGP+p9llOhKYY6unGP6PhHUrz0mSIP/K9zjfcZ/j5gR785yqRRufxDfr5/sBh7usa41veU7x0IER2OIh6egLf4B6Xuhp4JVDHfeYVvtI+xDMHjmOdCaItruIb9DDY0shz3hD/2D7DH1S9xb/qD7C77MMeicPsCv6Lbbxd1cJT9h7+wDnGN51nGe+pYCLcQk20BmlwBml6Gb+zhVVHgL+23IWv+jm6VIVve99iu9vKhUwLcs6HI18o9+PJZfxiHbpo5mmhF0LwsPs0XarKZ8yrGKve5FH5COfUBkpGE25TFeZpFW1zm+J2BCmbxbXjx7DjJBE3MBOrYbXeyVgwyJ3OWQaMizTKRVyiEYeq0Sgv0GdYYdrmZ8JbxVQqwMKum0jcRjKhouxIKLsSalJFSZlR9jSUtIaU1RBzJcR8CaGgle1QJX2/jKx+dZZNEtAlCU0R0VQJzSBRMooUzCIFi0jBKpC3QcGuU3CUkJ15vK4kDfYYbdYtQqY1WpVtKuXiFSIhpeWYL8pcyLbwVqKZixs1ZBZt2BdEnPMFzAs7sL5FcTeFaDQgVvhJt3iJdajsduY51L7Aw4Ez3GncwnZFmXCMpyd6sV4w4buYRp5cLueqVAXZ6fMT6YdD3XN82/sWjYrCaF7nrzfuYnswQPWFfPn6ABTbatjul+npnuObzrMYBJFHUyHeHGmj9mIRcW4NzGZ2e32k+jP8XtXbVEoSP9htYnCkkcZLWbStMEJ9NeE+mS+3n6NbSfNiuoYLI420DO5dUSckD2T5lvcUO5rO9xcP4xvU0DfDlLoa2TmQ4xvuMywVFV6Y6KB5OA26RrTHxonQCJVykX+/fgzvkI4ejZM53gaLH3Nnv1UIV1UKuihcIQqE/UyEmyohKeo3r1KAX1Mf/JpK4br3r7U+vG/Vh1sJaYRfIxXKh38PtcL72BdumVi4dp9XPv+HIBg+AIFwddNbJBLgvVUJ8OHJhFu1OtxInXDd+7eiTrjZUpFc20a8Zh+X/97GbdzGbdwkPhGEgldJEj4g4Drjwjq2zfRgkIsNfh6wD/K3/cconqpEHpnHe9HLdwbu4HjjT3mk/gx/eeB+bMN+pNk13Bdb+W7nHfznumf4/eq3+POBh3CPVyMOz+K/5OPtUAuveSv5rGmDk22DPNF/B9b5avTJeXwXPczXB/hh4Cj/o/dtHnG/w7n+WsJrFVRuVlBa28B70U464ORvvHdSX/80vWqef1L3Jv/HwH1sJ6xU7FajzS9jGl3Fb6tnxlzDXxs/hS34S7pUlUfcp9jrMvB8sRuhZMen1SLMLlNaWceu6wilAOGih+8Wj5JqMvKg4wJtisrdpijOwBsEDEl+aW1n2+YkZ7fjdBowLJrRtiPlwMa9NOa4E8O2B8umheSGQqLSx8uVTi4Gqmhzh+m1rxIyrlGvxPCJ5Yd0r2TCLwk0UiCrbpLW1kjqAklNIakZ2dWMpDUDe5qBrK5Q0CU0XaSEgISOKGgoQgmjUMAi5jCLOexiFpuYxSYWIIx3/AAAIABJREFUsAk6ZlHCKMjIGNHQKehlNUJYk1ksuJnIVjG0W81UzEdsy466oeBaA9taEdPqHtJmFC2eKM8YmoyIfi+5Og+JZgM7LWBqi/OF2km+6LxEr5rBKKhMFAo8sXOYJ+d7y5kJg0VsI9tXyASaa4kM2IkNFPl89yiPuE9RJ5cHGH+99SmmLtVSeUHDNLpKKbWH2FjLdr+V0kCSf1L3Jr1qnumCwH9b/RTiRRveiwlK22GkqiCb/RZ8/Zs84n4HEXgsfpjtwQANl1JokSi0N7LdL3KybZBeNcVLmUreHGmj+WIGLRpD62kmOqDxZ9VvowoCf7t5J+6LMtLsPAT9hA+I/Gn9GYxC2WrhvQRsbFPsbiTTX5Y6n8v5WR0K0jqxieB2Eu4T+POKd3jqY+7rt4KiWUAQzbhGEpwabWY+aORh3ylePdCJ/3QF8uw6tost/KT7MH/mfZvPdExyoa+HihkV20iY7UsBnqvv5Jv2ce7rGOP1/gFqZ9wI06t4LrTyd23HOd78I77pPMMvD7QTn3bj2oqgTqziudDEd+uPcrRjjrtMG2WSceUQltUaxMFprCObuCur+K7/CB1da3zKmOQPKt/kXw+4CUc9BBPVaDOLmEZW8dvruGhr4jvGu/gX/lfoUhT+afA1/sMBA7P5OsRCEFtJo7S5VSYVhFrAzNN6L7l2hX/keYceVeHTpjC24Gs4lCyvmlsomM24LQFsU0ak1Y1yNZhsDksyjRrzYoqY2A07eLPOwmRNgGF/DYdtc/QY1qiWizhEIw4VGpRNBgxrrFjtLHq8zAYDzO95WU05iabM7CSNsCcjpUTkjISUBSkLYh6kgo5QBLFEeTJ3P9gOATQJdBlKioCmQslYfhVNOiWrBpYiJluWCmuaamuCRkuEZuMW9UqEGnkXryRhFlRAZkfLslqUGc7VcjbZxNnt/4+9N4+Oq77vv1/33rmz7/toXy3LtqzdWrAxGLMmlAZoE5oUEhrInj5J+vu1Oe35Nb82v6fneZrTlgRIQkIaQglpQhaSACEBG7xol2zJm2ztu0b7aKTZ597nj/EiGwM2SUN6Hr/P0ZG424wlvjP385r35/3JY37CgXFMg3dMwTKyjjyxgLKwmAlotZpRcwKEymwsbZZIbI2wt3iAP3F10KBfRUbmSFzkPxabeal/C+ZuA96uCPKpcZRwGMnvI1wVYK5OpKR6nI/6D7BNVhlLJXlq8QZ6+orJ6lIwnMiEPYqlBczXmNDXLPFQ9usUaiQOxUw8NdiIs1uD+dgUSjSKUrUpAxu3ZGDj6aTMd0aacXWL6PqnUA16liud6GuW+ICjnRVF4cnJnbi6JTQD0whOB3M1em7b0nPWnbCV0FE3xX1B0GlZqDKyd0sfpXKUf1towtKjRzM0CNl+FmsU/szTymhKS+vxEjb3rSCYjMxVy/DSu7zYr1LnYcLZ4udy7Q9X5VLgEpfCxokPogppLpy/oW5+29aHK5n68DuACpldV9gCAb9bsHDptX9PekcgAX5/MOFyrQ6XXvvtWh02woWzAOH8/4cbn4ewYR9csTvhsm0OG7df0zVd0zVdof4ggIJRTGOpmmW93Ivx0GncR/x8r6mZxwue566yPvZVNxI4LePoXeFkXx6d2V5uM53iu9VNhHu8mH89h/vIGp2VxbT5POzST1GzfYjh6lICoxbk/imcPcU8WbKL+pIf8AFHB/tqNrEw5MEzY0UYnMTbvYmf5FdxXf0Z9hiWeDC/hS/XvQfzjA9LaBWGJ/F1GjjtyeNpazN/5XmNm43jjJR18mRoJ7qQG2ckRnp2DutRPSlDgMPGTdjlKJ/wvEaZrOEv3AeIV2jYl96CoNhxQwYqTM5gURTElJ/5pI1nE7WESg38iaODSm2aBl0Sl7OFbN0yL1gqGLT7iTv02B1+zMMmpJkFlKUVUsF5xNUw5gUHhlk70YCRtSyZiN9Nq8/OUW82ec5lNlnnKDPOUqCdJ1sK4ZaSWM4W/UZJixcBBRWFOEk1QhqVpKqgAInLWD21goAIyIKIhIAsSIhIiGjOXkchpqYIK3EW0jJTaRujCQ+nI37OrHoZX3IQnTOiD2pwzqqYp9MYZiJIwRWUpWVS0RiCJCF5XKgBN6tFFlaKJdZKkhQVB7kz0MfNplOUyBqSqkBXXOJHy028OLAFuc+MrzeZyUyYmt0AE+ws1qXZs/0UH3YfpEyWGE4meWpxN4f7NuHvAuvRWdKLy0h+L8vVbpbqUvxFWSc3G8dZUVS+u3QDp4/kkd+dQBiezLQ6VPlYqU3w6fwWymSFfVEPPzpVg69LQRqYBJuV+Wobjpp5PuDoYEVR+M7kTpzdGuT+MQSrhWCViZrtA+w2TNAW89J5rJhNR9bOuxNM1YvcZjpFZ9zL8d58yo6ugFZmvsrIXWVt+KU0/zDRjOeICnOLrO8sw1cVpFE///te2r+VVFOaRG4AuW8UZ4+DH9XV81eeA2yvGCW4vRDHCzN4j0T5aUMlH2xq4889h3mlthzPkWzEEyN4ezx8t7KBW7ef5EOuFn5VU07keAD9gRO4j64yWJ7Ni4FyPmQ9wwMlbTxacxvW4RzEo2dw94QYLnTztL+Zv/O+zp87W+iqzmNuwk/WXAYyerqtjPkcfNu1i/zcn9OsW+IjxW38a91edCtOXOtR0tNBrEcNJMx+XjRvw6MN8xeODhp0Cg/nHODfknuZTQQQU1mYVJV0cA751Dg+NQ9BMfJCahvxLRo+6G6lThehSRfF4n0NjzbML41bmbPYSVgc2K065LF50guLpKZn0ayt4VjyYJi3sTqnZTXo4YVcG0eysql2TVFnybQ95EpxnJKOAo2OHE2cbdoRlgwjzFpNTCcdTCSdTMUdzMasLMZMrEQNROIy63GZdFyCpAhpASEtnC2khEyFJYIqqSCpICtIujQ6XRKzLondEMWlX8evXyVbt0yuvESWvIxfWscpgkXUouFCG9REWsfJeCFd4UKOLGYzPe1EN6HFNa5inUigH1uB4Dyp1TUEWYPG5yFZ6GOl1MhKOeg3L/PH+Sf4Y3s322QVBYGOuJ5nFpp45eRmbEd0eHrOwoTQKpLPy3plFnO1Ev7qWT6e+zrN+jBLSopnV3bwy+PbcXeKmdeHuQWkLB+LNU5CdXE+V9JKs26JsRQ8MbObWLeT/J4w6ZkgUpaf2Roz3g2w8emlZkI9bgqPZMZ3KttLma+FT5e0USKn+Y/VckaOZFNydBV1fZ1oTT6R2gj3uw6zpMD3Rhrw9GTcCcrWQpZrUvy55zCzaYnnTleRdzQG0RjL2x1srxhhixziK/PX4ziiQZgIkthegFq7+m4v9auWKmaMCBvD5BAyjgLh/OxSLvp6S5fCm018gIt/hrcPaNzY+rAhf0GAN7Y+bAQEl9HvBCrAFWcrXNj9W4CF/2K9LUjIHPTGbW/X4gBXDhPe9HEvgQznztl43tu1Omx8vudAw4YWh4t/5g2THa7GnXABJAgX7TsHHq7pmq7pmq5UfxBAQVFVHsw/zP9bey+FvWYcvUv09BZzLMvKnznb+GldNd6ubKSTo3i6HHynchdPFP2EDxe18tW692I57kMamsLdVcYTW3ZTU/QjPho4yCfqCnD2ZyO39+PpDjNYmsPz/m18xHaKhwoP8eUdf4RtNAe5vR/r0TnCuQG+EbiB0sLnuMM0SG9FH78K1mEI5iEdOZNxH3gK+bmzkuL6ee639XOfrYuJ7Q5eWa1Eu5aFqSNBenIGR7dMSufhBW0Fpuo4DzsPsU2r42O+/VAF+9iCKtpxi2IGKkzNYEqlEeMBFmJmno9WslBm5l5PF836IJtkPU7LcQq0C7xgruSQs4hZlxmr24Zt1Ih+zApziyjhMKmpGcSlZcyzdgyTdmJ+IxGvhqjXypDHwmlXgNdcJeTYQhSYl8jXL5KjXcKvWcElRrCISYwC6AURWRAzoOEKPn1QUEiqaSJKkpiqEFEhrMgsKkZmU3YmE07GYi5G15xMhmyEl0xoFmT0CwKeoIpxLol+NoI0v4KyvJIBCaKAZLOC10Us306oQCZcBFJxmL15w7zH2UuDbha3ZGBZidEW8/DD+R0cPl2M5ZgOd188M80hOIdgMKCW5LFQY2WxPs0NVaf4mG8/22SVyVSC7y7v5Bd9lbjbJRzd86QnZxCddtaqsgjugFsqj3OfrQudIPGfq5v5+fHt+DrB0DeBkkqRrigiWC/ynoqj3GEaZCIl8o3JGzB0GbEenUGNx0lWFbJQn+aLhS3ka1T+PbSNwZ5cSrrD5+3My/VJPho4SBp4Ymo37k4JaWgKsnzM1Yp8trgViyjwneldeLpEhMkZ0pvyWKnLWJ2PJaz09BWz+ehS5hPIGpkv5Lew/gd4c/hWcukizNUYyD4h4j6yxs9OVfKAq4UHsw7y+dpCHN0etKen0XUX8+MttXzG2cGebf301GwnMKTH0jfHQneAnxZU8bC9lz8t7+FntTspPONFHZrE21XOk5uaua5ikLvMx/lVzVaCI/lkTbpQhyfxdZn5ed52mpsGuMMY5OGCA3xpx12YZ89CxjPj+Dxl9LiLecbSwGddbbzPcoKhCg8/X61FGw5gjsRQJqZxdelIGp08o6vHtj3Cn1lPcKNhnlj+6zyS3sOs6sOvZmPqJTNe9uQYXiUPMWnklcQWQlv1fMjXSrN+nkqtFruzlYA2xM/MlQzb/MTtJhx2LcYRE8zMkV5dQ1iPol+xo5tzYp6xEJ6WWcjx8UKWkw5/HhWuGSosk5l8AnkFjyhgEbU4RIl8TZKYdpqwMkFIkVhUDCylzaykjSylzITSBtZSOtbSOhKKhnhaQ0q98BqhERQ0YhqDlMQsxTFr4tikKE7NGnYpglNawyVGsYnp8zBTg4EUmdePeSXBaNLOyXgpx8I5HFsMMD9rQzst45wEy2QSw+QawuwiytIKajqNZDWDz8N6sYPlUpnVzSmKSmf540Avt5pPkq/RElaStMQ8fH+ukfbjxTiOanAfXc+0OYTDZ2FCNsF6GUd9kE8WvMaNhnkiqsJz4W08c6oOW4cOV9cSysQ0ot3G2vYAc/XwRxW9vM9ygiQCz6w00nOkmLzOJOLAOJhNrFb7WamP87mCA5TJCi9Gsvj58e3kdKURhyYQ3C5m6yyU1Ixxl/k4YykNTw424+0CcWgSwe8lWKflnvIuyuQ4T6xUEe524+mdAZ2W+WoTeyqOsUVe52tLO9B1m9H1D6H6PczXwhezDjKvaPjZqUpKetZAEpmrNvBnm1r5+3dxnV+1NgKCt8xR4G1dChdNfDjrUlDPugMudiaoVx7Q+GatD3Bx68NGqHDptg3ugt8aKsA7citkDtnw73wX3z+uCCJkDrz89t81TLicO+FSmCAKl89NuPhJvLk74aw2tjdkrsN5mHCpO+FKJztcaHPgYoeCuGH9/H4NJ9d0Tdf031x/EEAhpBjYbRjmX2uXiR0OoOsZxN3l4t9rdvEvuS9wx9bjHK6pJTCgwdmzzLGaQlqyfNxhOsX3a+sJ9Xqx/WoBd/cKp7bl84q/iPeaRrh9+3EO1teQN+pBHZzA21nOk8XNNFcNcKtpkP2VZzg6uoW8qQDq+BTeThtnsvN4xtHAF1ztPOA6zLHaLILBbLKXc0gPjeHonifm8PEtezO5WxfZa1jgYc/rBGutnIoUkRPJRdeTRB2bxC1rULQOfqSpQV+Z5MP2drbJ2gtQQSpHlax4NAWIA+Okg3PoE0n80Ww0EQMt62UEyy3MBnrYYzpDvkbHXsMCud79bDLN8mvnFgY9PqJeLVavG8uYBXlmBRaWUNbWSU3PIi4tY5qxYHTaSLpMRL1aoi6ZmMvBgMPOKXs2Wlscp3Udj3Ednz6MT7eKWw5jlyJnWxei6MUkWtLIQhqJCzcWaQSSqkQCiZiiJ6wYCCt6VtJGFpIWgnErwZiF+YiJpVUTiZAOzYoG7bKAc1HFsKhgWEggz68jLIVQVsOkYvEMSLCawe0kGbATztexWiASLUxQUhDkFt9J9phOUSYryIKOkVSMfeub+PFMDUP9WTiOibiPRdAMTmdGQ5pNmQDGGjNLtSn2bL8AE4LpBN9baeC549U422XcncuoY5OIZhPxbbnM7pDYWjvCw57X8Uka9kWdfHugGVu7Hkd3kPTyCmJRHsEdRrLrpviI+yB6QeQHoXrOdOdR2BHJJLfnZROs13Nd1UnuMJ3hdFLHdwaaMgXD4ASC102wXs/t23uo0y3xy/UiTh3JZ1NPCDWRZLXKg7suyB2mU7TE/PQdLaTs6DJIEvO1Zm7fdoQCTYK/mrwJd6cI00FiNSVo6pbZYxzkl2tbgdl3b6FfpexShPW6KOnDWUjD05i7yvhxRS0fd7RTUjNBqCoX60tz+LpjPFtXyz2N3TzoPcC++jI8vdlIRwfwdnl4alsDt9cd4wOODn5Zv5VQvw/rb5aw98wzWurj6ewm/s57iI/nvs7n69+PbTQLw4F+LEdnsOXk8vWsG9hc+p/cZhqjp6KXF2frz0NGU98UXlceP3DXUlg9z/stozzoOsRktZ1j4VLkcB66nkHU4XF8BpkZnYVv667DWJ7gbvMAtxqnSBS+ztfZzSw+/EI2pl4h0/5wYgRvIhcpbqUrXsLyViNL2e3sMQ6Tr9Fxr+UEudpFnjdXc8hWTNxhxOZyYxsyIk8sZsbMzi8ihlYxzdvRz7iwTGZcS+EsD/v8Dtq8+RS7Fym3zrJJP0uxdo4sTRinCEZBxidp8UmgkCSpLpBUFWKqQkyFmCoSVyUSiCRVifSGO1CJTCuUFgWdkEYvKOg3QMqMi0kLQFJNE1YSLCkwnbIwmszmVDSLU6t+hhddrAdN6Gc1uKZVzNMp9NOR821Q6UQSUa9D8ntJ5roIFRsJlQikSyPcUDTEXa4jNOhmcUo65tNxXokU8ezUDgZOZOM+KuLqXc0EMK6tI/l9rFdmEayXse2Y4xOFr3OrcYqkqvKLtWKePNOMvsOMrzMMw+OIBj3xijxmGyRqagZ40HUIu6jhubU8fnCyFm+HgKlvCiWRJF1dSHCHyJ0VfdxmGmM4JfHN8d3YOvRYeidRVJXI9ixCO+L8fe7r2EWRx+ebiHa58PcEUdMK4SofmvplPuhoYyIt8r0zO/B1plBn5khXlbJcn+QB7yGm0xLPnqolryuGsh5hdVcBxdWT1Ovm+MZyA+YuA9LwaZTCLNbqotxj7fnvBRTIFEbCBhdCJqDxrMPgfIH19i6FiyY+kCm2hLOQgnOXvPCoFxd177D14bJQAd609QGuECrA2+cqwDsCC5nDLi6G/ysBwxUDhAsnXH771YKEzAFv2Pe2MOHS57ERJvw2rQ4br3EeGFzYrp7fzkX5ClfrTrgoiFG4cI1ruqZruqYr1R8EUJiPmQGVB0ra+fe628g9ocN1ZIXDfZvo97/Gh1wtvFC/LeNSODOOp9POE5XX82TxD3mo4BD/p+4ebCcCCCMZKPDN8l00bxnhw+6D7K8vZXXAj/mVJew9c4SK/Hw3Zxdf8r/Kw/7X+Hh9DsvjHhxLKxmrcdYmfpBVS3XdGLca5/h0/n6+uON9LC64cIfWUMan8HUYmLA5eMxyI57C56nWpvhk9j6+XG9kNhIgO5aP5tgw6vA4HllCkWw8I+1A3KZyv72DyrNOBZ2U4iXNVhTZgkdbiOb0BMryMpoTCbyRHLRrFsbCOXy93MxIvof32I5SqU2xTSvgk3rZop/iN/ZtHPYVMRdwsJ5lwDKuwzRpQ54NweJKBizMLSAsryDPGNFazVjsZpJOA3GHTMyuIWGTWbGambcoHDMriKYkOkMSkz6BSZvAKCcwahLopRSymEaz4c4ppYokFYlYWkMkpSWS1LKe0LIe0xKPyijrMtKaiBwW0a+CNaSiX1HQLSeRl6KIK2uoq2sokQhqMpVpbbBZwWUn6bexnqMnnCeynp/GkbfALVnD7LGepEY3h0fSEVNVeuMSL4SaeGFsK9FTdrwnVOwnVhFHMoWCaLdlRkNWG1mpSXB7xXE+7D64ASbs4JnjO7C2GfB0hGB4HGSZ1JZ8Zht0eOpn+XT2q5TL0JeQeWx8D6l2B7mdYdTxKSS3i4U6N9Ed63wi/zXKZIWXI36eOVGPrwPk/gkwm1ip8ZDescrD/tfQCgLfXdhFut2B/WzBsFblJ1Uf5sPug4QUlW+N7sTbAcLwJORlMVcv8rcFh9AL8MTk9Zl94xl3wvKOBPe7DtOfNHGwdzObj6yATsdcnY6PlOwH4DuDTcCr784ifwfSCPC+8qO8WtOIf0DB2xXh2cZaPtDYyUM5B/mbug9iO+pFd2oKfWcxz5RlMlDes+04B+tryRkyYz42w2JnLk8XNfHXnkM8WNrK4/W3YxnIgqEJfJ1OflpaxR7bSXbqg/xRRS+/GttB4UQ2yplRvJ12RnKyeNrVxP/wHOJB1yGO1WUxO5dDzlI26eFxnN0mYk4P37TtIrdskZ36dT6dtY8v1ZuZXcsiO1qA1DeI0D+KT1vMtNbGN+Wd6EsT3Gka507TOJyDCoIXryYby1GR9HQQoX8UdzwXTczOWCSHx6IGgvk2brcco0SjZa9hgSzfPoqN87zk3MK0x03UY8Lu1WEatWbaoVZCmXao0CqmWSuGSQcWv4mITybit3HSY+W4JxuHK0y+bZli8wIF+gVy5UX8mhAuMY5FFNAJIkZRxnz2zlU82xqVkQqkUVAQz4MFERARkc8fd679KaIkCCsqi4qO+bSV0YSH0ZiboTU3YyEHy4sWxHkthvmMe8k0m0A/u444t4wSWs1AR1lzvg0qXGBmpUhDuCRFVtECt2ed5BbLMbbIaUS0nE6meSlczXNj1YSOu/D1qdj7lmFkIpO5kB1gbXuAYL2Eoz7IJwpf5w7TGCDw4no+jw9ej9puJ9AeQegfBUEgvTnz+uCrn+ETWfsp0Ygcipl4fGg3pnYjzu5MC8o52JhbN8mDrkNnWx2amOjKprAzjDI7B5sKCO6Q+aOKDnbqg7THnfz4eDV5nUnUqVkoziW4Q+STpa1kSWn+eeE6hE4b5mMTYDEzXWfk9opMrsK/LDSh6zKjOzWEGvAyVyfy+dwDrCgiP+ivJa8rAmmF+Rozd29pwyX993IuARsgAueLoHNOg0u3X7FLYUO2wrmuiYtGR24MaATgLX5v510H5w5VuXyewlmAgPKWeQqZS26ACnBhpOS568M7dyvAxUX5FQQsXq7ofyeQ4arhwYUT33r/b+NK2LDvimCCILxx27nt5x7jcrkIb6aNAOHSIEa42J1w9vjf2p1wme3XdE3XdE1Xqj8IoMC6xIvrpbzXcoxv72gm2Z6N3DuMu30L3668nq/kvMRd23t5fccOAiNanD2LnOnK5zeBAvYah/lh/RgLJ/JxT8/h6J5neLOPH2bX8ilHDw+Wt/CthlsyAYwDY/jbHbxUWMF1uwd4r2mSj25u4dHGWzBP56HpPI29a5Z1XxZfc++hoPSH7DHM8uGtbXxreTf65RxMh6NweoyApZQxaw6P6W/ib7NfpFkf5i8LX+X/xG9nJuEiK5mPeGIY4cwoPrEABBtP04CyTeB+ezuVWh0f97yGqTLOT3WVpAxGPIaCjD1/bgHh9AjO9QC6kIvFFQc/WqllqNjNH3mOcp1hlByNjhv1qxRpDlBjGuV192Y6svKYzbFgmjRintRjmnagDYZhKYQaXstMSAitIgZltAYDOrMJi8VI2qonadWSNEskzBJJo0TKaCCih7BeRdFeGAuJpKKKF24aBEWAtICYAjEpZILaYgKaGOgjKnIEtGsK8loCeTWBtBpDCEdQ19ZRo1FSiSRAJpHdbgOnjYTPwnqWlrUckfWcNKbcFXYHJrjRfop6/Tj5Gg2SoGMyFedwtICfz1fRM5SP8ZSOwMkUptOLqJMzKMkUks9LtDzAfJWOaE2Eezf38ufOVspkiclUxpnwzPEdWFoN+NpCCGdGQRBQyguYaTKia1zks0Wv0qwPM5JSeXT2FkY6cslriyH0jyIYDKxV5zDXlOahrW3cbJhhMCnx6NiNmFuN2LumUSJRUvVlBBvhU5tbqNRG+eV6Hi8dqaCoPY46OQOl+cw2SjxU3kKpJsljy3Usdvgo6p4DSWKhzklx3Th7jcPsi+ZzpiufTT0LoNEwV2/hzopOiuQYfz11G+52CWFsmmRFEekdq7zXcowX18tJtDvfleX9TrWuaPigo43ndtTibc9CPj2FvrOUH5bX8bCjg+K6cVZ6crG9MIevI8pzVdXcs7OTj7gP8vKOcmLHctC29ePv8PDjLdW8Z2cvd1uO80J9BfMDOXhnFjH2TmArKuKx3D1sKfohD7oO0dmQx/y4D9/8CkL/GP62zTznr6GiaYK7zZN8Jn8ff9P4PhYX3LhX11FGJvC16ZmwefiqaS/e/J9Rp4vwmYJ9/EPDewjGHARiBQinhtCcGCGgKWJacvM1YQ9S6avcYZzgTtM42qJ9fEPazbQ2gCJnYe2VUSemYXAURyyAvO5hIezmyXAzYyUu/tjRTb0uRKVWwm/vYpN+hpftFbR6C5jxWbAEbFhHTRjHV2FuCWV1NQMWllcwTFswOG1YPWZiXh0Rt5aYy02fy8kRZz4mexSPZY1sU4iAPkRAG8KtWcWlWcMixrAKcXRCGq2gIJ+9z5U2/O3SZGqppAqJs06GVVVHWDGxmDKzkLIyk7AxE7MxtW5jPmxmfcWAtKRBtyjiWFQxLijo5+LI82tnX8PCpBLJDEhwOcHrJJJnZbVAQ7gANEVh9uSOcKvzGI36KXySjoii0JMw8eOlel4ZLENz3IT/eArziXnUyRlUVUXMzyZU5WWuVsRfM8snC17jVuMUIPBiJJdHh24k1uomqzWK5sQIajKJWl7MbKMZTcMyf1n4Kg26dc4kBR6duom1Ng+57WuoIxPnYWOscY3P5O+jRFb5yVo+P+6rIactjXRmHMFhJ1jvwN4Q5EHXIcKKyqOTe7D6XOWtAAAgAElEQVS16TH1jaIajczXOcivn+Ruy3GOJ6z86FgNRe0xlIUlEo2biTRE+LD7IGMpmf88UUtRexRlPUJodyFFdRM066d5YnkHug4z8ukBlIIslhqSfNDRRmfcBcy8Cyv8nUnlgiNBOJubgPpbuBR4a5fCpQGNFwCD8OYuhYugwSXbNuYpbCzuzzkOrgQqwFW1QHDu8c7pzdwK50+6MtfCG0/7PVShvwuQAG/b4vCG865iosMV5Sa8lTuBS1od3vCz8EZ3gvBGaHBV7oSN1xC55lC4pmu6pqvSHwRQ0KyrfHvgOu6oOsVHNrfyvR23ktuvw929zMEjmznmPcyHnYf5RWMF7qPZaHqH8Lc7+fq23ezaMsqncvfx6ab7cZzORTw2hL/NyVOljextPMG9ll5eqS9nfigXX3AJ3bFx3PklPJp7AxXlz3CvtY+OugKOz2wmby4bZWQCf5uFEW+Ab9hu5O8DL3OfrZuhGg8HVyrIDxWg6TmD9tgYAXMxbcYyvqlb43Oe/ew1Bglv2s8/J29mNmUjoBQinBrJfDJJAag2nk43EKuQud/RSpms4SHXIRzbIjxrqGXGYMdjzsF8Qo86MY0yMoE5vI522c/ykoGjCyUMb3JxIvc0t1iPUaFdpUTWk6WZYLtuig5bIYf8JRzNyyY4ZcUwpcc4o8MUtKOfi6JZDKOuhlHXI+fhgiBJiFoZvUGPQa9HNehQjToUg0xaryGtE1G0IoosoGgEFOnCm5igkmk7TYOYUhGTCmJCQYorSLEUYjSJEE0gRGKosRhqNIaSSGZm1wOiVkZy2BCsFtIuC1GPgXW/hkhAIJqdxpy9zE7fFDvtg+zQj1AoKxgFHctKjGNxK79erec3E2WsnnHgPC3g6I+iHZwhvbCEIImIBTmEt7qZ365Bqgrx4ZJu/tTWTb5Gy3AyyXeXd/KjYzXY2vUZmNA/CoBaXshsswWlKcRnN+3nZsMM82mFby7cSEtXGbktabTHxlAVheS2AmaaJfbUHOM+WzfrKnx9/iam27MobAujTM8i5Ocw02igvr6fe619jKU0PDp8A+5WDbpjg2AxM1dvp7B+gnstvZxOGvjeiQay2lKoU7MoFcXMN6X5+7xXSarw+Mhu/O0K6uQsqcpiVpuiPOA6zMmEhdeOlLO5exl0OmYbDDxQdgiZzPryt8fpf9dW+dVrLmHBLSW5c3svh+vr8I1O42uP8ExdPfc2dfPJ3P18ruF+7H0B5P5JrG2lPFl2Pf8YeIUPbe3ghw03UDDkQnt8AntbCY8X38gjec/zmbxX+cvGD2IfzkVu78fXHmIgP58fuqt52N7LZwr388WmezBP52I41I+lZxqnL5dHvTeyqfwH7NbP8RdbWnh86aYMZDwURerPQMbT5gIeM+zhf/h/zV5jkJWy/fxz4maCcRv+ZAHq4Chy3ygBsZBpwc2/cRPpkn3cYRrjdtM0+sJXeEK+ntPaPFI6Lw6dNvMp+tgUlmgc7aqfhVUTL4W2M7zJxd2BI9xgHMiMmTUG2STPUWXZxG885ZzIDrCerceS48QyYUU/GUacX0INrZJeXEJYCSHP6NFaLZjtFlIuAzGXlphdJu7QMmOzMm4NoFhSyKYEZmMcmyGGTRvDqo1i1cQxSAl0Ygq9mERERRIU0qqIgkBMkYkrGqJpLaspHasJA6GEnlBUz1pER3JdixjWIK8KaEMCrhUVw7KCfjGKZjGKuJJ5vVKiMdR0OvN64XGhepxEcyyEczWE8yFVEGNr7gw3u0+xy3iGEllFFnSMpRK8FinlJzPVnD6Tje2EBvfxGLozmTBFQSsjFOayVGlnvhZKq8b5eO7r3GiYJ6mqvLiez9cG97De6iarNYbcN4oai0NJAcEmG/HmMJ8ve529xiDBdJrH5m7lVHshua1xpJOjYDCwVpPDXHOaT249zG79HMcTOh4duhFHixZL9wRKWiFSlctiU5J/KtpHrqTwxEo1pzsKKO5YRVleIdmwmYWmFH+btx8ZeHzmRuytOrQnhxA8LmYbdHxo62sUaBJ8afYmrK0G5P4ByPETbIT/mfcaS4rEMyfrye+IQirFfL2VO7d34ZaS/M3ITcDxd3m1X4U2woHfgUshMzLybE2Oevb7WTBxaUAjcFWtD5dmLpwr9t8AFS4JabwcVICLpz9svN65x3iTFojM7jdxK5y97uV/11fnWvgv05VMkHgTmPFOWhwuOu9NWhouOvdyEx3OXe/N4MLVtjqc/e83jIkUzoUwCr9bd8K1DIVruqZrugr9QQAFMZog0e7k5dIy7rL08e8NTSQ6c9AeHcLb5uCb22/g0fyfc9+2Lp5v3EXekAlb9yzD27L5ae527rcdY2/1CTpOVZIzZsHUN4WprYDHC2/kKzkv8dn8V/h004ewjuWiO3QST8cSI7k+nnDv5n/59/GZwCt8stHH4rQb9/Iq6ukxAq1lvOLeyqZds3zUdoxP+vYx2WBnKpRHzloBnBrC3DOJ35jHLwxVOBoiPORo572mEdbLD/C19A3Mpq341YLMJ9n9o/iUAsS0lR+m6liv0PER90HKZZn77d04y9Z42tDAjNmHy+zFYdIjjk6Rnl9AXo/gXQ5gWLSzvODih6V19BZmc5vvBLuMZyjSqGzVasjXZArvbns+bYFieguymJ+1sTorYwhaMc6ZMcy7kZdiaFbWUNciqJEIaiKJEo0BZz9hkCREjQZJ1oBGg6DJfEcS3xgspKqZm5a0AqkUaiqV+Z7M/Kym0+dtkIIkIWhlRKMNwWwkbTeTcOqJemQiXpGoTyXhT+Lxh2h2T9NoHaJWP0a+Jo1Z1LGmxOlLpjkY2cqvgls5PRLANKAlcCaN+cxKJpxwbR3RbEItyGZpm5XFCgFv5Sx/ntfOe82ncZ6dPf/U4m5+0VeJs13G03HWmQComwuYbbISbw7zmfIDvNc0QkxV+e5KA7/oqSJwWMDcM4Gytg6bi5hpNpDfMMEnffuwiyL/HtrGr3sqyG9JIZ4eQ7DbWGjwIDYt88nAPoyCwFcWdrHS5qOwYxF1fZ14czmLzUn+V94+TKLA49M3Ymw1YeodBauF6QYze6t7adAt8r3Qdhbb/RT3TIPZxGyjkfu2HSRXk+Sz47fhbZUQxmdIVBWTblzlfdaj/CayiUS7E/2Jod/vwv4tFV/X0h7z8oDrML9orMTTmXEpGNpKebZ8B59ytlJdN8jEkVJcPw/i6wjz6+3buMfZxX32Tp5vrGC1P4D5NyfxdqzSvamUl92ZfJU7q4/y6nA9+RM+hIEJ/G3lPJnfRF39MHuNk7RVH+VX0/UUzOahnBrC225hzOPhUcdN/GP2L7nP2stgjZf9y1Xkrxag6TqDrm+cgKWQVyxb8TSF+aSrhbvMQ4S2GHk8uRsp6cCrKChDY2j7RsmigBnVzSPqHmIlh/hj8wB7DQsYc3/Dt+Xr6TQUkzI6cBllpIFJ0sE5tJEo/tUs9MsWhpfy+Fq5jdN5fu6w91KpXWWrVk+O5iSVhjEOODbzeqCUoRwv4Qkt5gkHlikL+ukImoVQZqpAJOMWEuYXkCf1aM3mjGvJZiBh05KwSiTMMkmzloTJzIwBJvUqab2KqlNAoyBoVARJydxrZ+LyURVQ0yJqSoCUiBAXkWJCxr0UBeM6yGsq2jUF7WoKbSiBFIqedS+toURjpJIpBFFAMBiQ7DbSbhvRLCPhbA1ruZDMTVCcO8duzwDXm/vZIq9jE/WElBjtcRMvrjTw6/HNxPtt+E6o2E+FEIenSYfDiBYLSkkOC1VmFmvS1FcM8VH/AZr1YSKqwi/Winl88PqzzoQY2r5RlEgEsTifuUYHq81RPrXlMHebBwgrKk8uNfNK91ZyWhX0veOo6TSpymJmmiVuqT3KfdZeVhR4dPYm1lo95Lcvo8wvZJwOTRruqu5kr3GSnoSV75xswt+qIJ4ZR/B7mWnU856qbnbqg/xyvYjurlJKO1ZRI1HCzYXoGhe5z97JsYSVl45UUNYRhmSCxTo3lbWDNOhmeWypCUO7Cbn/gjvhAddhuuJ+hjrz3u2lftW6EMj45i6FK5r4IAkIafVCAaWcLcouE9D4pq0PV5SnsAEsvFOoAOe3vSVUgKtzK5y77jldCVw4/4/9L4AMVzN+8i0cEVflSrhk3+8UJmx8rlcIEy7b6nDejSBscBqc25f5UiXhbd0J59wHb+dOuOZQuKZruqar0R8EUEBR8LfF+fqO67m1+jQPlx/i2413kH/agKtzge7qUtp8Hj5ob+enTduJHM9Ff/Ak/lYPT2y5jj31p/i4dz8HmotZP5OL4cBJ/K1hDpWU86Kjn/eaRvjT6i5+PtZM4WQO6ugkgRYzL2RVUnfDCO8zj/HZsv18eeedGBbyMB46jalnHJ+jkG/Zd1JUO8+txjm+kP8yf918D8E1J4FIDunRCRztGtK6bJ7WNWCsSfAR+1H+xNKPslXkUXU3s9jwC2edCqdH8CbzEBMOXkhUsrLdwEd9B6jTKbzfMoC/OMR/mBrpthUSt9tx2fXoBoOkg/MwOIp1xYUh6GVl1sDITB6PF7tpyytij7OfRsMw+RqBrVoNhfIIjYYR+h0+urMKOLqSw8iCi9C8Ad28Dv2CDv2SBf1SGm0ogSYUQ1iPokZjEI+jJpIZGBCPv/OeSEnKAASDHnQ6BIMe1WQgZdOTsGmJOSViTpGYG+KeFHrPOsXuRarsk9SaRtmsDZKjAaOgJaIqnEomaYuWsG9pMz3juQhDRjyDYB+III/OkV5YRFVUJL+PeImPxW16ViqSVJePcn+gld36OWRBQ0dcz7eD13O4bxPudgl353ImM0EQMs6EJivRnWt8euuBzN8R+I/VSp4+2oD3kAZHx3SmL7ogl5nr7MjNS3wh/9fncxO+cXwnvkMipp4RVGC9Jo+561L8Xdl+KrVRnl/L5xfdVRQejqOOTiIU5DBznY57qzIJ/r9cL+RQZzmbWsMoKyGi128h1rzGQ97XmE5LPHHyOgKtSZTgPLFdW1CaQnzQ3k5bzENn5ybKOhcQDAZmG/V8dPNryKh8/cz1+NviKOuR3/XK/S+VvK7y+PgNPLXp+9xd2cP+hgb84zP429f4fm0979vVzSey9vPR5iIcJ3IQB8bxtGzh0c038c3C5/jspv18uekeSgezEQcm8LeU89XiG6nfPsZH3Qc53FzI8qgPx69WsHZNEc7N45HAzTxS8BwPuQ7S25RNMJhN1pIHZXCcrBYDrZ7NfPfGeT7j7OBT3v1MNDoYWy0gd7UATg1h6ZrCb8zlWf0ObPVRPmI/yn3WPmIVMt9OXQeKC6+qogyPoz06QpZSwEzazVeTNxIp03Kv5Tg79evYs3/F93Q7edG0lYTFgsdShL7/bDvUqRGcIR/6RTdLC3Z+UlbL8ZIsbvcf5wbjaUpkiQZdklJNF02mAQ65y2jJLWJwxsPqpB7TtA3TjBnjrAd5YQ1heRUlvIayto66unbetWTQ6zAaDKhGPapRR9qkJWWQSOsl0nqBtFYkLUuoEpkv8UItJyggpDNfUlJFSqhIMQUplkYTTSNGkojrsYx7KRpFjcXPu5cEUUDQ6ZAcdlSHlaTbTMSvZT0gsZ6louTEKAnM0+wepsk0QIV2GaekI6lKnEikeC2ylZdmt3FmMIDltExWfxLjmQXU6eD5NqhYWaYNaq0qxnvKT3C/+xDbZJUlJcVz4W08eaYZtd1OVmsU+RxMKMpjrsnF0q44H93ewn3WPhQEnglV8+yRHfgPiVg7J1DCYdTyYqZ3GihpHOVT3v3oBYEnl+tp7dhM4eEYDI4j+jxMN9kINE3xkOsgYUXlkcmbMRw2Y+0aR5Uklnf40TefDf5Ni3xt4Ab8LSAOTKDmZzPTLPLF0texCCpfm9yLp0WDODCOUpjD3HVp/u/sfQTTMt/vq6e0bQ2UNHMNVu6uascnJfifQ3sItKYZfrcX+9VqgwPhDW4EkfMjJS/eJ7zBpaCibijOuDBG8kpbH+BC8X45XepkUM+5Iy4U+heyEd4GKsBFLRAXwYFLHQlX4FY4f+4bfrdnn/OVvPe/VfH/VrDhaqDB5fTbgITMQZfd95YtDhdtexOYsPGaG10GlzoP3vzJX3Wrw6VjIt/SnbARPmwAB5dzJ6i/5Z/omq7pmv7/pT8MoKDTojsxQbqthOdLt3GX+ThPNTUSOZKDofUM/hYnj1Ts5alN3+fjmw/xWPMdFJ/xYOydQHe4mCcKd/Ml/6t8bOshvnndrRSPZiEMjOM/XM5XC26kZvs4H3a00NpcyPyEH8/iCvrecbyBEh4J7GFzxTPcaR7iWO0RXlyop3CpAPHoGZztQeL2AF+x34yn7Mc06Ff5XNkrfDnyHuYjHryJJOnpWVytGtJaH9/S7ERXleTPrCd4v/UkbIPHhOuZkaz4xSKk/jHUwVE8yRSauJvWyGYWqkw8lHOQ3YYZ9hoW8Ge/zI+M9fzSvo24w4zTlYO13wwTmdGH0moY97wX04yD0JSRrqIy+gqzqMsuYbf9zNlP9FU2yToKNQvU66cZtZk56cvm+HoOp1e9TC7ZCS0akFc0aFdktCtGdKsq2rCCZj2NJpLMtCvEkgiJJKTSGdeBomRuMjbeKJx9QxVEMeNi0EioWhlVL6MYZFJGmZRJImERiVsFEnaBhF0laU+jd62T61yhzDrHNtMkW/RTFGjWcItaZEHLmhLnRDJFd6yQ11c20TWVR2LEgmVEwD6UwDCynEk4j0YRjUbIDRDabGdpi0R62xp3lxznTxydbNMmiakq+yJenpzayekjefi7wNE9jzo2CbKMUl7AbLOFeHOYT289wPutJxGB/1jdyjf7duE8qMPVGiQ9PYuU5Weu2cP6znX+ruwVmvQr9CQMfGXoZkyHzDjbZzOf/lZtYnqnhrvqOrnTPMSphJ5/Pb0X7yEN+t5BMJuYb3ThaprlQedhptMSXz1zI/7DQmbUXF4WM80aPrb1VQo0Cf5hdg+6wxaMvcPgdTPTJPOpzYewiAqPjO3F3wJMBYk0bUJuWuJ9lj6eX9tGos2J/uQQSlEOHH23FvnVS4okmWzLpiUvmwdcLfzsuko8R3OQBiZxHC7jyfLr+ZL/VW6v7aO1r4bA+BzujgVObSnkZV8RtxqH+XnDIONnSvBOz2PvmiVUnM23snfxd97X+cvSfXxp5z2YJ/LR9JzB32LnVFYh37Pv4LPOLv6q8GX+r+s+wMpcFrZ962j7Rgm4Snna0UBhwzzvM4/xhbyX+eLOu5ld85AVy82ENLbJpHQBvqXbibEqwX3Wk9xv7yZZJfGU2gS48QoC6vA4cu8wWalCggkbj8d3E9pi5D57J5VaLZ/y7MevC/GflhqmrXZc9lysx42ZfJDRCYyhNfQLflaCJsaCuTxe6qIrv4BbnMdpNIyRI2nZqY9RJnew29xPu7eY9rwC+ud8rM6YMMwYMMzpMc470M/H0SxHEFYyLVFKPI4aiqMuh84DQkmjQaPVglZGkOXMWtdIIEkZ99KlzqW0Auk0QioNqTRqMgmJJGoigZpKoZx1L513RRn0CCYjqt1CymFk3aMj4pGIegWigTT6wCoV3iANjlEajEOUyKt4JB1pVctYKkFbNJ9fL22jYywfccCI74yK/XQYcXQWZXkZQadDLMpjdauLhe0SmsoVHizu4R5rD0WyzFgqybMrO3jmVB36DjOB9kgmMyEWzzgTmlws7UrwQFUb99u7kQWBZ1e38K2+nbgPyjjbZkjPLyAW5TF7nQ3jdQt8Ie9l8jUqP10r5KmjjWQdUtH2jYJex8qOLNZ2RvjfBb8hS1L56tIOTrUWUtyympnQUb2J2Z0qXyrdR5aU5p/mdhFrcePvnELVysw3Odi2Y5g7TIO8HCniRHsRpe2ZXJVgk41bao5QoV3lS7M3YW/RIQ2Mki7OZqU5zgOuFlpi2Uy2ZVPSPfFuLfF3rI0jIy91KZwrps47E0QBUM9Dho0FlaAI51sfNgY0Xrb14ezjXnAmqBvGSnJ5l8LGloc3gwqqemVQAbjqXAU2PId3ChbgyuDCpfptocGlept8hqsGCZfs/53AhHN/18vBhA3P4U3dCXARQNg41eHNWh0uDWK8dGLDeXggbmx72HgeFwOIc/kJb8M+rumarumaNuoPAigkzRKkUgRaozxRt5M76k/w6U2v8c/Nd1Pcb8PeNcvg9mxezi7hLssJftJUxfKJAPaXThJoCfNS+XZuu6mPe619vNS0lYXBHNy/WMTRMcNYQTaP+W/kHwOv8Pmi3/C5Xe/HPJWH/tApXG1BJgJ+/sV1C1/Je56PuQ5wpsnL5GIBOcs5qGOT+A8bGLf5+IrxNv4p/6fcaRpnafvrPBK7CU0sgPNgivT4FN4WDark4nFxN9J2lfdbT2aK0m0Kj0vXM62xEZCL0JwcQxkex5lIoon6GYnk8f9U38p0QQfvNZ+gWifhcR+gyDDPjxy1jHt8RDxOnP0mdENzKPMLKMNjGBaX0U95sUxaCU1YOVywha68PLYHprnOPkSNYYQiTQK3qMWnS1KpHWTBdJpRp42hLB8DUR9Da24mw3aWQyaWwzJSWEJe06CJ6NBEQIqpaGIqUuJcRoKKoKgX3Thx9o3qXMZCWgspvUBaL5AyQsoISbNC2pJGY0nisK2zybJCsXmBUkOQYm2QAk0It5SZRZ9WtYSUBMMpIz3Rcg6vFNM3k0V83IxlVMQzksI4soowM4cSWkXQaJACfuLFXpbLdCxvUckrn+ZPcrq5zXSKHI2O6VSKF9fLeWqkkdARN1ndCtajs6QnZxDNJlJb8plpMqI0hfhMecaZIAL/Gd7M4327sR4w4G1ZRBmfQvK4WWoMsLAryWcqDnKnaZzJlMC/TNzK6kEfeYdWUCemM7kJ15kpaRrlY64DxFSVf5u5mdRhJ4G2WdRIhNjOchZ2JfjX4l/jkVT+1+wNJA67CHRMoUoSCw1u8ponudfaR2fczQvdlWxqzRR8oV0FBJqnuMtygpfXSzKFQdcMOGzMNGv5/KYDJBF44tROsluiqMkkc432/1ZAgVSaQEuKR+pu4tkt3+ND2zv4WeNusockvG0rvFS9nXtu7uRh9+v8eudmXCdzkbsHCLQ4eGTzHpqrRv4/9t47PK7yzPv/nDO9d42mqTf3XmRLtmzZGBwS0pYskJDChpAlZRNIIW/e7C9tIQshISFlk5AAu6QQCBuKMbjIlmTJvTf13rtmNJp6zu+PkYRcMQGy716X7+s618yc85wyM3oezfM53/t78wXfLj5VEsDamInqYB2efXb+mrOEsg3nudHQRtXy09S2LyKj1w11bXir5/CUZzWL1rSzXtvP3Qur+MXAZrRD2agPnMdyoIuINcCjlnK8859jlXac+/Nf51sT76M/7MQdiZHs6sFVo0RSu3hcuR7Nwjj/YGzkLttBWAJPCatBdOASReTGVhQnm/DEsuiLmngqWszAPNNUOpSSu6yH8c8Z5j9Nq2m1eolYXTjO6FG09CINDSNMTOAYdKHvczLao2d/XhEncz2U+Foos5xjmaYLj0JNsTbKXPVxNhjPctyVyZGMTE4Pe+gdsDDap0E7aEA7qEc3bEczEkc5GkUMTSKEwsiR6AwEuFi1dIEJ2xXyrS9pr1AgKJUIej2CVoNs1CMZdcSsGqI2FZN2kYhTIOKUkN0R0l1jlNh7WGZqY7G2jSxlDIuoJimr6UxEORL1sWdsDtVd2YSbLJgbBawNMXRNg0h9A0ixGKLNRjLXw9A8AyMLZLLmd/Ix/3626JuxzKRBlfHy6YVYDmpwHwoinG9NQZC8LPpX2xgujfLxxfv5pO0gBkHkz6E8Hj+9HkulFlfNAMmunhRsLHYSLg3x3YLXWK4JcSBi5kfny7FXabAc6ECKRImvLKSnROCzC6so1Q6yN5LGUydWE6hOItS1IXjddJfoKV9xghsNbVRH3PzlyDLyqieR+geJryxkuCTKI/4dBGWBn9RvwFOTRO7sJb4sn+DaSe527eVszMSrRxZStH8MRAW9xSY+tmgvVjHBT5rL8dQkkEbH3tVu/I7HNAyYBQhmlAizHi8ECMKUmbDANHUQJPlCabiYWnfF1AeES5QJF3grXC31YQYicPVykrOhArxxwJmX1+irAJdXK1xuOxdOpt8ULkxfx7sd12DweFmIAJeChFTjK25/yykOs9ZfU3nI6dfXkuow1fZaUx0uBAWz1immHmcABZeqE2Y9XgogLv/RXo/rcT2ux+Xi/wmgkDRKJDwBVGc7UVXl84f8FdxlO8jv13YyfsKLaec5vNUufjx/I2uWNHN/9mt8vvTjmOsDiA3tpFfO4dGcG/hd4X/xlcztfGbdxzG3ZaE6cB5vlZUdgYWs3dTAVkMbdy7dzx+715HdnwV1LXiqTBxzFvCEaRX/Yj/EVzO286V1tzIw4iItHEGqb8VrLOC8MZtHNZv5pmc7t5vPMLZUz5PREsSEH2t1kmRTG25BQBbs/JQykguFlFLBdB7DvCg/UW2gS+0gXZuD5nQHyc4ezJMRVEE/A+MufjK2gdZCBx+xH2C+Ss3tpjryc3p53rqcClcBk24DtnQ/5gYLYnt/6kfgeAhDnwV9uxNLi4nxTDNHAiYOBzLIS5/Pcns7yw0t5KsGcCsk/EoNfmWE5Zomxgz1DNjUdCWsdMQddEVtdEas9E+aGJ7Up8o+RtQkIwqIiwgxASEhIiSFC/JDZRFkhYyslJHVEqgkFNokGm0MgzaGXRcmTRfErx3FpxkhoBrCpxzFpYhhEVMQATQEpRidiQQNcReHJ7I5PJxBY68LoUOHsUPA1ZZA3z6G0J0qgycDos2GlJHGSL6JkUKRZNEEm3Pr+ZD9MCs0Y2gENSdi8OeRUv5atxD1cQO+I1F0Z7pIDg4j2q1E5wfoXaVJVXMoqOBmQ8tUmsM8fn5yPca9etKrhpGa2lDYbYyt9tO7XuITy2r4qOUUo5LMo703cnZfDpmVYe/F9g4AACAASURBVKhvRXQ56V/rQigd4asZ20lXwI+HV3G4ppCcqolUGbiCLLrXqbhzaSUl2j62TWSy/cAi8qomkPoGiK8sYqA0zvcyt5OU4eHmG0mvFFHUtyPlBuhZJ/PjrB1EZIHH6jbgrU4gDw4T3DQHz5outhrqeWJkJapqM6qzDSTz/Yyti8Av/0e6+N8WahWGE1207Mtie2YBd1gP8ueSJURPZqA53IC7ai6PzdnMf2Q/x6cX7OOpks1kt1gxHelipCCTXwdK+Jqrmo8v3s8fS8vI7nSjOt2Ku7KQHwS28Ns5/8nn3bs4XupjqDsdx6vjGI+0Y3dn84O0LWQV/Z6Pmk9Qvzqd6pFFZI5lIZ1pIm2fjk6ziwcNW/lB3nNs0fcyPH83/x7ZgjLiwVGZJNnagbtKRFI4+ZFYDvOZgQqqJUl+q1xDUmXHrVIg1LcinGkifTIDVdjGttBieheZ+CdPFcXaUT5gbCOQPcQfTavZ7Swg4jLicGVhqDMhd/WS7OhCOzJKek86pg4Lox02tueYqc3MotjbyjpzHYs0XXiVIkvUIoWqJsr0DTTb7Zz1+zgV8lE/6qJv2MzwkAb1sBbNqBb1mBnNuIQqJKEMxVFMxBGjcYRIDOIJiMeRkxJIySsqlxAVCAoRVCpQKZG1aiSNioRBRcKoIm4UiZpFYhaBqBVi9iSiYxK3fZwV1gHmGrtZoO0kRzWMWyFOpUCJNMfjnIj6qBwvpLY7i7E2C6ZmBb6mBIbmMejqJRmamFIlZDJR6GBonpLJ+ZNszK/nH537Wa4JAQoqIyZ+01PK0ZO5OA+JOA4Pz0qDyqV/tZmxtRH+aWENd1qPYBBE/hLK4Ueny9HvNeKuGkRq7UDhcjK0xsNQWZT7FlSwRd9LXVzJD1pvQq60kbZvYMY3oWudlvLVJ7jNfIK2hIofNG7BvleD8UgLskbN8Go3mpJBPu/exVBS4OGmG0irUqI63QieNLpLtHx88R7mq4M8PLiWeLUD0+E2sFvpXqvl0wt34FXE+Ez7+3BXiQjNncSW5REvHecO60G2TxQwVJNOzolW5IAHzvyP9fK/LWZDhCmVAmJKhTANG+QpZcKF5oxwudSHlC+CPDPxumzqQ1Ke2VeWhAu9Faav682gAnBJ5YcrQoVZ8OByKRCX8VVIHfIa1ArT2+ECsJBq+iZwYfqcV4q3Ahv+hqoQV4QI8OYg4aI2l1UlwNuDCbNBwexruBaYMAMQ3ng+fb6rpTpckxHj9DIFJuQZIHEFdcJ1hcL1uB7X4y3ENQMFQRAUwGGgS5blmwVBsAN/ArKAVuBWWZZHpto+ANxFShD4BVmWX7vasV26ED1rDQQawVMT5Kmlq7l53XG+nPU6Xyj9BIXn09Gf6ECoyuXJrDXc59zH5pUnOVC3BG/3APb9vbTkennavZJ77Ye4Y+kBnm8tJbszHeXZVjx7i3jEv5miRU/zCesBjpUEaO/LwTfiRDjTgtdRxNPOYnLX9HGLsYP7i3bwf8duQR30YdkTRXWyGZ+hgD26+djXT/BFZxV32Q4SWqnh+eRKxGQm5hoZqamNdKBPtvO4tIHoQhV3WI7xAWMbpqJXeUxTTqc+nXR9Fsbj3SR7+9EeieEd9zM4auQvY8tpmuvids9+ynTdlGgnyHLvZImxnRfSllDv9RDyWbDVG1I/mnsHpsDCOIZuM/oWBxG/iaBfR5s/kzqPl22euRQ5+llk7mS+roMs5QguhYRTVONRKJivHiMiDxGUkgQlkWFJy6ikZyhhZCxpYCypI5jUMpHQEJWURCUFkiwiyQKiICMKEhoxiUZMYFBGMSkiWBSTWBQTOJQhrGIYuxjBJEqYpgCCiIK4rCYkx+lMJGhN2Dg9GeBU0MfZQTcjvWa03SqsnTKmzgTaziBC3xDS+DiyJCOajZDuYiLHwkiBkmBBnIK8Tj7gOcZGQz1+hYqQLLMj7OL3Pas5cTYT+zEFzuPBlLldaAJFehqhxV56Vylwr+jhc9m72azrYUKWeWZsCb8+tRbLXh3u6mHkpjYUNivjxZl0l8GHVx7iLttBYjL8fKiUPbXzydgbR3WyGQwGRlf7GCqL8t05r7NEM8HLEwGePlJMxt4kyjMtCGlOukqt5K9t4RPWA7Ql1DxyfjOeSgHl2VbwpdO1Tssdy6pYqhnlZ8Mr6av2krO/G1mjoW+thc0rj7FaO8APB9dCpQ398SZkn5vuUoGfZL/GYFLFU8dXU7AvCEDPWiOfXriDb7zFAeJ/clyIG5XI4Um81RF+urSM8qX13Dt3L4+XvJecBjP2A32cn5/NDncWt5qP8VLJAsbOezG/fg5P9QTP5S+nfONZ7rQepKKkgKEWD45to9j399EW8PAL13q+5d7DVwpe42vrbsXQk4Wm9jxp1QO0pbl5xLKFf/O/zL+4d9JaaqdnNIBv3Ivc0oG3UkOb0ce/a2/iu4EX+bCpnrElen4ZLUMR92PdJyE1t5MuivQKdh6Vy2EBfNDYwCetR9AuivMr1Vp6NBbc2jyU51qRGlpwRqKoQ2mcDObz3SVmPp65nxsN9RRrJgmkv84cQw9/diyhM82FzZ2G7bwJdesAyYFBqG/B0G9B3+ki1GZiPMvO9iwrVRk5LEnvZI2liaW6VrKUEplKNZnKEMs1pxgwnqbNaaMhmk7DZBrNISfd42aGx/VI4yqU40pUEyqUYVCGZZSToIimfBHeUC6Rurs7FdN3xt5QLgkkNQIJHST0KfVS3CCTMCcRzREs5jB55nFyjIPk6/rJ1/SSqRzBpZAxiWogpVyqi0scncyjZiyX430+Qm0WTK0ivtYkxpZRhK6pMVEUULjTiGWnMVKkY2SuTNqcPj4VOMbNplP4FSqGpSTbJgp4qm01A8fcM8olqaMbUaclMSeLvlUGomuC3Dt3H7eZT6ISBP4cyuNHp8vR7jGRXjmM3NyOwulgdE2AvrIk9yyp4iOm83QnBB7pupHuSj+ZlePILR0IAS/d6y3413XwefcuAB7t3cx4pZvM6n6k8SCx1UX0rU/yYMEOvIok3+krY7QynczaVGnHoeJ00kq7udN6kMNRB88eXkF+1QTyeJDxG+ZgL+3lVvMxdoSzOF+TTd7BPgSzie4SLffO3YECmZ+eL8NbHUUOT9J/U+Y7DhTezXEh9fcFM8UWpiZYXAATmAIJb4AGZqdBzL4bOzUhm1YdXEvqwxX9FODqUGH6HFeCClOXdc1QAd48BQKuDSzMbsd082uACxfHu1A68i1DhNROV233N6U4zFp/iQHjdNvZMGF2ysI1woSLfROuJdVhWqVwJSPGS9IeZsGE2WkPs9UJb8eU8Wr9/aJ2NwKPkao6/BtZlh+6aPv9wMOAS5blwb/9iq7H9bge73a8FYXCF4FzgHnq9deBXbIsPyQIwtenXn9NEIS5wD8C8wAvsFMQhAJZlpNXOrBdEUYuGSF6NAPNsWbslUX8smgD3/G8xtrVZzl7eh5pfxnAWxXk2TkruGnjSe5Nq6ByXR6TDZloq87irbLzVG4x60vP80lbLftKcxhs8+J8ZQzrwW5C/gCPurbwSOBFvhbYxt3rP8ZIvxfrjhDGw22k2XN4xL6ZjAV/Yqu+g84lVfwytAFVKAt9bT26Iy34dLk8p1uBsTjKZ+2H+GdHFdFVSl5OLkWQMjHtbyPZ2IpblhGSDv4jUUp4sZpPWA+wRd+PKfdlfq7dyCl9NmlGP7ajWuS2TsTTTbjHvGhHHJwbyuHBBTbqs4/zPvNx8pQqbjM3skDbwSv2xbzmLaLTb8ec4cDaZEbXNgq9qbv2jI6h6zKga7YT95iZ8GiY8Dg4lG5nvzsHp2ucPOsghcY+CrU9BFRDuBQxrCJYRSUuhYI8ZCSCJOVx4iSJyhIxWSYuQxyBpCwgzULXqVJxMipkVAKoBQGNIKJCgUIQEBGRUBGXk4TlJH3JGANJHR1xN3URD3UhN42jTgYHzCj61Oh7BTw9EoaeSVQ94zA0gjQeSikSjAZIdzKZaWU0V8V4noQ1b5Db/Od5j+U489VRVKhoTEi8OL6M51sWEz5lw3tCwnJyALmjG1mSEHMyGFnipG8lzFvWwud8u1ijDTKQlHhydBX/eXwV9ipNKs1hCiYEV2fSVQY3rz7KPzuqUAsCvxpZxnMHVxDYK6E70gJAeHkWPWXwmSVVbNV3cCxq5AfnbiBtjwrj4WZklZKR1V7iZWN8NeNVVAL8sHsLwl4b1gMdyEolg2vcpJd28UlbLadjZp46VkxOVWTGiHFyXZB70yo4GzPx7OEVFFQHkaMxBoqdrF19hqXqQb7VswV7pQaxsYXY4mwoHeE2y7F3HCjwLo4LSZNEMs2P+nQHYmU+f8hdzp3Ww/y5ZBnjp3yYdp3DW+nkh3M2s3rJb7g/93W+vO4OTI1+lOdacVfO4eGcLfwm//d8PedVPrv+Y5jbM1EersdbZeGlwBJWlTezRd/ObcsP8HzvWnIGMpAb2vDtNbDfUcTTN/Ryr+0oX8/axpfKbmVgzE3ajijSuRb8hgJO6vP58cZyvu7ewZ2WYwRXaHkmUYyQDGDZl0RqbCUd6JXt/FDeRHS+io+Yz3Kn5RTGBRF+pl5Pl9ZGui4Pzal2pLYuLBOTqMf99I+l88jiTTQVpnGr9WCqIozlFHO1XTxvX05Fej5hjx5bXQBTgxWxo3cGMJp6LBhbnExkGRnPsFITsLDfn02Bp59ltnaW6VvIVw2SrhDIUanIUYUo1p5n2HiGAYeG7oSN1piTrqiNrkkrAxEjw2Ed4YiGWESJFFFCXECMiQgJUsqlWfMNWZhWLoE0pVwStQnU2gR6bRS3fhKXNoRPl1IuZakH8SpHcIlR7Ipp5ZKKsBSnOR6nIe7kWDiLQyOZ1PekIXXqMXYI+NsT6NuCiN0pkCBLMqLFhBRIZ3RKuRSbE2ZjbgMfchxmuWYYvaDiXByeHS3hv+sXojxuxH8khu5MN8n+QUSrheiCDHpXaVCuGuHLhXv5oLEBiZRnwuOn16PfayS9chgaWxGtFsZWB+guk7hjxf7U34EEP+7fxPHqAjL3TiKca0F0OhhY60ZaP8rXs7YRUEj8bGQ5NTVzyakMI3d0Q34mnWVqblu+j036Tl4LZ/DSwSXkVYaRe/pJLC+gf12Cx3O2A/Bw6xbcexUoz7UiZ/voXgeP5r5OHIEfnt+MtzIBfYOMl8/BWdLDe43neHp0OUKVFc2ZRpL5fkbWR+DX/3vGhekJkSBPzYunF3F6wj39mgvNGWGWWkF4Q6Ugyqmb/bMmaJdLfZAVIiSlK/opXNGkceru71WhArwBFYSLqz9cASrAVVMggLcGFi7X7oK3cekM85ohw1uIq8KD2fFOggS4VJUw+1hvBhMuUCpcBSZc5lovhgmX+CYoxFlgQOCKqQ6zlQaz1QnT6QuzgcEsmDYbMsji1HHefsrDZfv7hW9dUAA/AzYDncAhQRBelGX57NT2wNS29rd1JdfjelyPv0tcE1AQBMEPvAf4PvDlqdW3AGVTz58C9pAaMG4B/ijLchRoEQShEVgJ1F7p+BIC9xft4MF1t5LTYCCtZpBdCxfwofcc5ovpO7m1LBf7+UyUZ1pw75nDQ7k38Zu8P/Gl+bt4uOwW8tu8qE+14qwo5PuB9/CrvD/wQPY27tn4MYw92Wj2ncOzx8wRdyFPb13GZ23H+Mq8HXx78Ba0wzloautwVvfQZfXyXePN/CjvWe60HKN/lYkXQ6vInMxFdaQBY20rXnUOTyrXoF8d5ZOWk3zRVQFr4GWW4hOzMNe2kWxqIy2eQBFz83R0DSNL9XzGWUmJdgJHxkv8Sree183ziFpcpB3RpVy5m9uxjofQDXoZ7LfzxIJSjhf5+XDaEUp0HSzXJMlx1LDWVM8r6YupysqhI8uCqcWFpcWKvn0c+gaRgiFoDqLs0mCzWrA4LUTdBsJpKsJpLg67nNQ68tDZJ/FYx8kwjpChGyZDPUS6ahSHOIFFjGMQJbSCgAoBvahARERxlX/0SVlGQiIuS0RliTE5yYQkMiZpGJJM9MattMcctE/aaQ/Z6Bk1MzmsQzWkRDsgkNYvoe+Po+mbQJwuaReNpszaLCZwOwlnmBnLVhHMltHmjrEl0MSN1pOs0PRjV2gYSCapnvTyXP8yjpzPxnxaReBkBM357lSKg0GHlJ9B/1Ijw8sT3LDoNHe79jJHBS0Jmf8Y3MBLRxeTVq3EUduX8kyw2xhfnUnXBrh5zVG+6KrAJAr8bmwhTxwqwbtbxLS/JVXmbnkBXRuUfGD1Ae60HKMjqeS7LTcj7rbhrO5GCoaIFhfRsyHJv87bwQJVmF+MLONQdRG5e8aQBoeJFhcxuCHG97K3oRLgwdatOCvUqE/WQYaXrjIlX56/G7uY4KvNN+Heo0BR305iXjZDZVG+mL6TEzEHu/YvoKhmEMFooGudlgeKXiTyDteBerfHBZc+RPc6E4G2PjxV4/x20VpuWn+Sr+Rs5wvrP0FhXTqGY+2M7M3l1xklfMVVzY3FJ6hpXIqvdwhHTS8t2X6edK3i8/aD3Lmilmc71pPdk47qdAveiiIe8mwhf/FTfNpew+l1XtoHcvCNTSCcbsFvK+QJWwkZawe5xdjBN+Zs5/8E3496IoClIobqWBN+TQE71Yswro/yJVcl99hria9W8GdpFYKchbmmFamxFY8k0Zd08FhiI+GFau6wHOMjpiYcc0M8piun05iO25SN6XgPye4+tIei+Eb9DA0ZeXZ4JXXz3Nzu2U+ptot12iD56a+xzNTKf6cvpi7gxZhhwdZgwNA05S8yPAqjYxi7zBgap5VLepp82Zzx+nkxfQFznH0sMncyR9tFlmqYdIWEW6HGrxRZpB4hohuYUS6l+rGB0aSB4YRxRrk0mVQxmVSTkEXikmLmu1OJSZSChE4RQ6eIzyiX7MoQVsXE1DgTvUi5JM4ol9oSSVrjds5FfJwY93Nu0M1orwlttwpz16XKJWlKuSR70gjlmhnNSymXCvM7eH/68Rnl0pgk8/LklHLpTCb24xcpl7xuQgs9M8qlL2bvYpO+j6A0pVw6WYKlUou7ahC5uR3RamF8TRbdG+HDqw9xj72WJCnl0s59i8ioiKM61gR6PaPFfobKI3x/7qss14T4ayiDJw6VkFEhoTzVnFIurbdRuK6ZT9traE5o+MG5G/BWCKhOt4Avnc71Ou5YUcUqzRA/G15Jz14/2TXdoNXSvc7GjcVHWaPt44eDa5ErbRiONSH70+leL/CT3FcZSKr57bE1FFSllEvd60zcvfidVS692+PCdMzckZ1WK0ylOQizoMIFZSSnYAEzZRumnidnVX1QMCu1AVJ1IKbT/K7ipwBc0aRxyj/hqlDhYqNG4Y3jyiKXQoUL9r+MWgHeGliYPt7Me7loNnkZwJDa/Z39n3LVuBJASF3Im7Z/U5Awe71wme2icGGKw/Q53gpMuFidAJfChCv4JsiiwLRn1QwwUEyfZwoizPJNuJwR42xFwvT2i1UJMz8T3t5Xe6X+PjtWAo2yLDenPhrhj1P7nZ3a/iPgq8Bf39aVXI/rcT3+LnGtCoUfk+rYplnr3LIs9wDIstwjCELa1HofsH9Wu86pdReEIAh3A3cDmNL1bNS38kxpO+MnfZh2nsO3x85Dc27i6aL/4u7F1Ty9bjNZbUYctb0052fynHs+HzGdZmdJPc1NBaT99yjOfb20ZAZ40pmaQHxmaRVPdG0itzeA0NiOf08Rv3aXMLeki5sNLTSu2s+zwyXkjKRyoz17dbSZ/Tyku4nv+1/ic85KBkqNHJycT0Y0B8WJBqz72pGUGfxCWYZqRZKPms+8ARUUS5EUmVhrFSTbu3DGEyiiXl6eXMbgciNf8OxkvjrOV907CKwc4RnLCjqtJtJs+ejO9pDsG0B9JIxnwIu+38qp3nzOzXVzY9Y53ms9ziJ1nA3aceam7aTM4mOHdz61uVl0tpgwtjowd1jQd0yg6BtFGhkl2dcP/YNo23ToTCZsdhMxh56IU8Wk3USvzUy71UfCkkRpjmEyTuIwhHFoJ3CqJ7CqwliUYUxiBL0YRS0kUQlJVEJi5nuMy0risoKYrCAsaQhKWsYSekbjegZjBoYiBoYm9ARDOhLjapRjCtSjAtoRGduwjHYwhnoojDgcRA4GkSYmScpSqmxcupuk20rIb2A8Q0koS0KbPcYGXyubbadZoenCrVATlUVqIxpeGVvJq61ziZ814zktYzk9jNDeTXIygsLtYnKuh/6lapLLgtxVeIjbLIdxK5ScjKl4vPcGag4X4tknpEpDdveicDkZW+2nuyylTPiiqwKLKPBf4/P4xeEy0ncpsdZ0II0HSS7Kp2OjjuLS0/yzs5KIDP/efSM9e/xk7h1B6u1HnpdLZ7ma21bu42ZDC3sjbn5ztITMigRCYzvkBujcqOaflu6eSXVo35tB9r4eEBX0lzhZXFLPLcY6ngvOo7Uqk9zabjAa6Vqn5zNLduBWxLiv4SZ8e2Xo6mN80xz86zrYqG/lkYEy4I/X2OWvKd7VccHrE1GvHyRyMgPtoSace4p4rHATP/BtY2PxKY6eXYj7+UE8lWM8V7iCzZtOc6+rgsqyXCaaMtBVnse3x8bTmcWsLavnE9YD7F+XzUBHANdL41hrO5nwZPKQYys/znqBbwRe4e6NH2VoyIv9tQn0h9twW3P4gXUL6YueZYu+i96lFTw2cQPKcDaGfQ1ojzTjV+fxgmYFurVx7rXXcq+jGqlY4HlWIgtZWPZ3pDxWkhJizMUvo+sZW6LjE/Zatuj7ceT9lcf1GzlqyiXN5MN+VIfcmlIupY160A05OT+Qy3cWOHl/zkk+YDlCoUrJbeZGFmvbec2xgFf9c+nMcGDOtGNtMqFvnQKM08qlTh06p52E28KEV8OEx87hdBu17lyszhC59kEKjP0U6HrJUg3iVoSwTk32XQolqVnPG8qluCwRl2XipOZf8alfn0lZQDElVVAhoxBABagEAdUs5RJTLSJygrCUpFuS6UsaaY17qJ9Mpz6URvOIg5EBE6o+FfpeAW9PEkN3GGXfGAyNpspcwhvAMcs8pVxKkpbXz4d8Z9liOsUcdQwFCs7F4YWxYv7asoD4SSu+k0nMp/qRO3tSx8nPYmipnf4VsHRpA5/1VrBKM0FfMskTw2v4w7GVOKtUuGoGUp4JTkdKmbARPrD6EJ93VqEAfjZczPO1KwnsktAdbgaFgolV2XSXy3x+yV626Ls4ELHwgzNbcO9WYjjUDGoVQ2u9SBtH+EbgFRQC/HvnTYi7bVhr25BVagZK0shY385dtlqORm08eXgNeXsmkQaGmFxXRLxsjHtdFRyPWnn2wEoKK8dTZqxrHWwsPslS9SBf69qKsyKlXIosy0G1bujdUC69q+OC0mKbuXsqTKsTZqsWZikUZh6ZAg0zd3ovk/ogckHVh1SaA5f1U5CnJ+sXQYULVQu8bagw46swPeedNmt8M7UCXJIGMfXZT227jBLhSnBhdvvpuAJgeEfjagABLg8RLrPfJdDj7agSZm9/uzDhEjXCpTDhSr4JM3BsNiS4ZBF4429beAMYzHq8IO3hAtDwthUKV+rvs8MHzC4x0wmsmvqs30cqXerE3xVaXY/rcT3+5nhToCAIws1AvyzLRwRBKLuGY16u91+ii5Nl+VfArwA0mQG5Lm7gq1mv8umyf6LonBvzoU5a5mbyF998brMc45Wy+YzV+zHvSMGGxwvKWFPcwP2+7Xx0ox9Teybamjr8FVaeDqxhWVkLd1iOcag0k8aeAnzDQXSHm0lzFfBd51Z+Nf+/uNteS+M6F6dHi8gY9yI3tOHfreawsYjHN49xv6uSr3le44EyPU3RHALxHKTTjdirRGTRz0/EjbAMPmo+w5dcFWiKEzynWIGkDGDfryTZ3YutOoEq7OdwuIh/XWng3ozdrNcNcbftCNkLB/i1pZQOuwenI4DtpBG5vRu5rhnbiBNDj5uhbjMvzF3BoYJM3uM9zSbjGfJUCm7WD7BM8xpHbD72BOZQm5dFZ4cFfYcFU4cJQ7cbdc84DI+lJuqhCejtR63VoDXosZiNSBY9MYuamFVJ1KQjbtLTbXDQbpBJ6GUknQRqCVGTRKFMolRKKBQS4ixtsyQLJJMiiYRIMqFAiiogJiJOiijDAsoJAdUEWIMymqCEejSGeiyGOBZGGA8hTaRc5JOyhKBUIlotYLcQ85iZ8KoJBkTCgSSWwDA3eFsvcK6Po6A+LrNjYgEvdS2ksz4N61mR9HNRNA29JAeHQK1GLMhmeKGNwcUCviXdfCqjmhsNbWgEBbsn7fysfSMtBwMEapIYj3aQHBxC4U1neLWH3vUSH16ZSm8xTcGEnxzZSNpOFfaqTqTBIeR5uXRtMFBQ1szXPK+hF+CRgXUcqJxDdkUYGtoQAl46N5hYuu489zhqaEuo+X7dVly71OiONCJYzHStt7OwtJ47rUeoiaTx5KE15FVMIvcNEi0uZGzDJPf7ttOR1PDYiQ1k7YnMGDE6ynq41XyMF4Lz6N/rJftgG7LPTVcZ/DJzO41xMy/uX8Y7BRT+HuPCvIVq+WuFr/F/199OXr0JZ00/NfPncuCWo3zevYsPleVjr8tEdawJT8VcHszdylOFz/DVua/xnQ0fJr/NlzJhrCjke4Gb+V3Rf/J/sl/mU+WfxNCTha76PJ49w5xx5/GEJQUhvzFnOw+UfwjtcA76fXU4qruIWgJ8x/BeHiv8I7ebzzC42sQfJteSNZmD5lADhgMt+NQ5PKMoRlWc5LP21ORSXCPzrLgSWZGBtVYk2dpBWjyBMprOHyKrGVhm4t603azURPhW4GV+qy/hRfMiolYnrqM6lHUdSC0dmMaCaAd8DPZZeGZBMcfn+Plw+hHW65pZqE6SYz9EsaGB19wLqMjKpyPHhqnZgbnNgqE1iNg3nEoHaO1A0d2HtcmExWEllmYg7FYTdtk57bJxxJmDqOlUFQAAIABJREFUyhbFZQsSMI0S0I2QoRnGrRolTRHEKk5iEuNoBNAKKeWSglRa03QoBIHkrMmIhEQSmbgsEZSSROUkQUnFqKSjP2miL26lPWqnY9JGR9DKwIiJ+IgGzaAC7YCAZ0BC3xdF3T+BMDSKNB5EisVS1V0cNiS3nYkME2PZSoI5EpacIT7ga2CL5RSLNaMYBRV9ySR7J3N4rncZZ84HsJ5Ukn5qElV9F9LwKKLZSKIwwMBSA2PLo7xvwQk+5agmTylSHxf4Wf8Wdh6ZR3q1mCoN2dWDwuVkdE0qzeHDUzBBKwj8YngFz+wvxr8LDAdaIJ4guiKfznKR21aljFybEyq+0/he1LssOPZ1Ik9GCK8tpK88wYNztpOnivDT4VWcqswnZ+8I0tg4kyVFjJRHeDhrGxLwvaabce9WojrdhJzpo3ODgm/O24FJTPJgy1Y8e0TE+nbiS3IZ2zDJ5927OBBNp6ZmLgU1/QgWE11lar5d+DrBWcqStxt/j3FB6wvIFyoQZi3TioSLDBovn/YAM6kPXFT1QSEgJK/spyBMnxcuhApX81O4ElSY3W42VIBrM2ucPvabqBXgKmBh+lzTcTW4cPF+s+NvAQ1vBg5mxzVChFTTawAJs9dfQZVwwbFmfzcXw4SLwME1wYQZgPDG8+l2V/NNkBVvKA8uBAYXGTFeJt3hEiPGWe0u8FR4U54j7ATSL7Pp/1x9zzcOcZl1siAI+qlj3PCmB5gFGrXor/G01+N6XI93I65FobAWeJ8gCFsBLWAWBOG/gD5BEDxT9NED9E+17wQCs/b3A91XO4FqHB5q3crv8v/AzWuOsu/0ctzP1+GvmOCnczZQuraeb+a+zGfKP4mxOYD6VCu2nYU85N/Kz7Je4P7FO3h44y3kdflQnWrGs2sO3/XczJPzn+IB/zY+Ve5ipD+A9fU6nFVddDr8fN/yHn6Y+QLf8G3jcxst9I6n49kWhVPNBHQFvKBfgXl9hHvth/jXjBf5RvkH6ZQyCCRykM4349ibems/kcqJL1fwcctJvuiswlgc5UlNMQmtF1eNCqmtE0NtlIxQJp3jGXxz1S18Or+GD5jOcIuhi6y8v/CkpZRdaUWE3Q5cJwxo6ntJ9g+iHB2bcm53MNzu4ZcFTvbm5XNT2hnWG+rIVKbAwmptF2dtDiozCjkwlEVLlxNllwZDdxqGHgf63ijKwRCMjiOHJkgOjcDgECgUaNRqtFotgl6LrNciGTQkdSoSegVJnUhSrUwtKiGVDz0lqZsOhSSjSYKQAEU8VWJSEZNQTCZQhpMoJuOIE1GEcAQ5HEGORJBjMaRkEgQRQa1CtFvBaibhNBJO1zDhUTDhlUn4omR6hyh2trDWVM8C9SBOMQUSGhMSeyeKeLV/HucafRjrVQTOJTDU96ec72NxFGlOogXpDCzSElwcpXzOeT7hqmKROsaoJPOn8SJ+07CGxAEbGfsjqE+1IYUmELMC9K9xMVga5xPLarjLdhC1kEpz+MXhMtJ2qnBUdSENDEJRDp2bLPjL2/nXjBdxKyR+ObKcF/atIGtnDMXJJkSXg54NLiwbe/mGbxtJGb7f8R5iO534qzqREwlGNuYil4/wgH8bQUnku3U349mpRHWqATnTR8dGFfctfpWAIsrn296PbacO9ck65Bw/XeXw89xtjEkqHju+kZyKCeTJSfq2ZrC1+Chz1SPc1fCP+HZB2zUPDf/z40Jf3MwabRfzShvpOZ2L7dVz+Hfb+X7RVp5d8FvuW7yDH2+8hdw2K7aaTlpzMnjavZy7rIepKj3FobZF+P48gmNfN20BPz91lvGNtL18aclOftT7HvIGMhHOtRDYqedpx1pyy/rYamijbcVefjVaTk4wB+XRejwVWjoM6Xxb9z5+kPkX7rHXMl6q5dXocjKTeaiONGDa14JPyOZJSqAY7rYd5POOalTFSZ5Rriap8uOoUZDs6sFeGUcV9rEntJCelWa+4N/JGm2Q+117yF0xwG9txXQ47KQ58jCe7iPZ3Yvy6ASevnSMPU6au7L5/lw3+3IbeL/jCEvVg6zXhVmgrmSz5Qw7fPOozMujs82GodWWAgudk6h6RpFHRmf6v6pVg81kxGozk7AbiDjVTNr1BG0GjlvdHLTIyOY4WmMMqzGMTTuJXRPGrp7ArIxgUkTQizE0Yhy1kEBEQiHIUz4rIjFZSVRSEZbUBJNaxhNahmMGhqN6RiI6xiZ0TAY1COMq1GMC6lEBy4iMbjiJdnAS5fAEwsg4UjCUSn8SRESDDtHtIu6xMu7XMZ4pMpGVxJE5yPs9jWy2nGGRegi7QsNwUqYiaua/h5axpykf1Vk9/jNJTGdTqgQpkUDh9xCa76Z/qRLt0mG+lFfLB0xnsIpKqiMGHu8q59yBbPy1EuZDHSQHBlF40xla46GvLMkdK/Zzj70WBfCL4RU8uX8tvh0Cpn0tyJEI8WX5tG9Wc1PJUf7ZUcNQUuTb7e9jbHc6gYoBpP5BkksK6Nyk4J4Vu2Z8E56uXUvOrhg0tiPPyaazXMGXlmxnvjrIg/3rGK7wkLmvEzRqesrsrC85yRZ9M0+MLqd/t4+s2g6wW+ncoONfFr+ESUjw/bqt+HcnoXeAka1zmbeukRJdB//afSPw5P+acQEuAgmzUh5mv75AsQBvpD5MKRYuSX2Yqvogz0zMucRPIQUDptULF5o0XlPlh8tBhYtLSjJr/UVmjTPvHa5NrTC9/c3AAlzZP+HiifnVfBPeChy4lnizu9PvBEiYfZ7LKBauar443fYdhAkXmDBO7zMDAmZ7I0wDh+kUh4tSHWZSGIQLYMElRoyzVQkXgIir+2PIsrzpStsEQbhSf58dV+r7uUA2MK1O8ANHBUFYKcty70XXMAMazYL9nTf0uB7X43pcc7wpUJBl+QHgAYCpOw73y7L8UUEQHgY+Djw09Tid5/Qi8HtBEB4lZbKUDxy82jkUE1G6KgJs8xbwWedeXt9URLwuE9XJVhw7i/hh9hZ+GHiJW4sP8mrjGgJ/GMJV2cvZrDz+9KFU6kP1ujOc7JyP77lRbPs66fRk8IjzBv7N+yrfmvsK92++Fd1gDur95/Hu1nPWls9jN6cmGN/J+yuf23wbgyE/zh0xNEcaCegKeVKzFktJmI+bz/Lt7L/yQPkH6Uz68PMGVBAkPz9PbCC8QsNdtoN81n4Iy8owP9euJ6FPw12jgfpWVIcbCAQz6Ruz8aPRTTQtcPExew1L1Am86a+x0NjJM2kraE934fBkYD1jQWjrRmrpwDAwjL4jnWCLmbaWLB7N9/Ba9ly2uM6yRt9AjlJkgy7EUk0trdYjHPVmcaAwh5MDHrp6LKj7dOj79Oj7nWgH46iHJxHHJpBDYeRwGGl8HEamDHgFEaVKiUqpBJUSlEoEpRKUChDFKYMg4Y0fMLKMkJRSP0ISSeREAhIJiCdSdevjCaRpCeZU/XnRbEYw6JCsRmJ2HRGninCaSNgtE3MnsKWPsjatm1XmZhZr28lRRbCIasKSyLk41ISLeG1gLmdbvejqNXgbkpjrRxDae1NAwKCDvAyG51kYWihgX9jPP2Ue4mbjGdwKNfVxgSeHy3jx1CIsBzUEDo4j1LUhSxLynFx611iYKJngiwv3crv5DDEZfjWyjCcOlpC+W5lSJkzDhM1WXJu6+Hb2X8lRJnhqfB5P1JaSsUNGe6QZwaBnqNRH7IZxHs7/K+mKJP/WX8bZinyydw8jDQwRW11Ez6Ykj8x9Ba8ixje6byK2y0navnbQ6ejeYKd4/WluMdbxp+B8Tu3JJ7eqD0GtpnOjlQ8V17JIPcR9He/FtlOL8tx54guzCJVP8FnXHrZNFNCxJ4Ps2ua3Oj78j44LwZCOw1EnX/Vv57aN92A958NwtJ3h3bk8GVjFp20H2FbWTH9DFvaXz+GvCPFETinFGxv4F/dObi/PINiRiXH3efy7LLzoXcbSG1r5B9N5Tpb62de/hMxhF+rjLfgcBfyb/SYylj3DnZZjtJU6qBhfSlYoC7m+Fd9ONQ26HB686Ua+7d3Gl1wVBMu01CTnk5HIRXmsAcu+ViCLJykhvlrBPfZa7rXXYlod4T80pSS0XtJq1EgtHRj3xQiEMmgOZvPN1e/nMzlVvNfYxEfN58iZ18cTtlKOu3Kwp3lxnjQjNHam1ArDo+i7vIx0GNkzZyEHizK4IeM8N1pOskAdY502yCJ1JVssp9gXKGBvfj5tnU40HQaMHXqMXWnoelI+JfJ4cAYuKJRKjAY9JqMByWQgadESs6iImVTETGrCRhPjemjSyyS1MpJWRlZJoJIRVUkEEQRBTk3IZCG1SCDFFRAXEOIiYkRAERFSyqUw6EMy1qCMOphEPRZHMRZBDE4ghyaQJ8JIiUQKIui0iOluJKeFsMdAyKckFBCIBmJk+ge5Ja2JdcbzLFCPpMYJWZhJgXq9vYjweSu2c2A7F0TR3I00FkQ0GpDnZNO3yMTwEonFCxu4y1vFGs0wcQSeC2Xw86b1hPa7CNRG0Z5oRwoGEXMy6C92MlQW5Z4lVdxpOUaSVJrDM/uL8e0QsOxrRQpNkFiST8dmDSVlp7kvbRdxGR7suZGGXTlk7hhDbuuCgiw6Num5Yd1R7rQc43TMzPdObsW3U0BzrBnB7aKt3Ez5umP8g+k82yYyeWHfCgp2BZGHRwltLCK5aYQvp+/gbNzCEwdLKKgIIY+NM/yeOeRvaOYW4zl+PbKK6G4naUeakHL89JQnedS/ncPRdPZWLfhfNS4Al8q7Ra5u0Dg9gXqT1Ad5GiBMTeLkWc8F5KuaNF5z5Yc3hQryRcqDy6RAXItaAa4ZLEx9d1PX+ibpDVea5L8dg8ZrlbVfAVhcVhb/VkDC7DZXS3GYfv0OwQQuen4lE8bZvgkXlIic8ViYvbyx7kKwMDvd4VIjxtl9aUYZ8bfHi1y+v8+OQ0C+IAjZQBcpc9bbZVk+A8ykSAiC0Aosv17l4Xpcj/+3461Uebg4HgKeFQThLlIurP8AIMvyGUEQniVlrJIA7r2aYzMAkoy/Iswj8zexdnUTX1mwg4c3fpDcNhPO6l4OFxbx2gfOcLe9moryfMZbMjHtOkdgl5WfZG5kaWkrX/O8xkc3eRnvysS08xze3SNUu+fzh5u7uNNyik+vrOJ3gxvJHc1CON9KYIeWlyzLydg0zCctp/nW/Jd5YOKDqMJZmPc0YNjfhE+Tx2PqcvSrY/yDsZHv5b7AA5s+RCeeGahg3yshJjJ4MlFCaKWGf3ZU8XHzWexLQvxIv4lOox2PsQDV6VY43Yhn3Id2xMVLw8upX5LGXb5q1ut6uNNyngWFHTzjKGaXt5CQ34bjtBF9/SBydx/y2SbM3RaMrW7Gm40052bzaK6PlzMXsN7VQImxjnxllPkqmbmqJrYY6mhw2jiRncGxsQzqhl10D5pQDqjRDGnQDlnQjkhoRhOoxmOIoUhKRRCJQjSKHE9ALJaqMy+/BRmjIKbqzisUCGoVgsmIoNWk1A9GLTGzmqhVScQmEnEIRB0yCVcMuzPIMvsASyztLNK2k68awaVIGbWNSTIHoiqqQ/PZO5BPfVs6uiY16U0S5sZxxI4pEzqVEjHTR7jAydA8FRMLImwoqOd2Vy3LNSHissDrk3Z+1bmOumMZuA+B7UgfcnsXgk5HfF4mPWv1qNYM883CnbzX0M6oJPPzoVKeO7gC724x5ZkwODSlTLBi29TD93JfoFAV5c+hPB47WI5vh4ihthFEgbG1WQxsifLg/JdZqg7yu7EFvFS1nJwdYWjqQC7KomOzmk+v2s16XQ9Pjy2keu988naPII+NE9w0B2HTMPd7Xqc5oecnRzaSsys649yuLR/gHkcVO8JZHK4qIq+qF8FspHODjq8u/AsiMj88uYnM3anUkr9DvGPjgnpc5vt1KTXCJ1bu4y9ny/D9fhBvxRhPF65hw6ZzfCPwCrdvuhtzSzbKMy14ds7h2xnv46mi/+Rbc1/hK5tuI787E/FcK4Edc/i39JsoWP4k97l3Ulfupn/Ag+uVMJZ9bURs2XzLcguPF/6B+9J20rvRREMon0DYA3UtBLT57NfN44ebonzdvYsHPNv5/8qUHE0WkSHnw/EGzNUtCHI2v0+uYXK1is85K7nLehzL8jA/1m4koXeRXq2G+la0BxsIjGfSN+biwdU30jL3CHdYD7BBO05Wxov8wbyS592LCaebcLnzMZ7tR+rtRzzZgKvHibk9jeE2K38pXMXe/Dxu8J1nk+kMc9Vx1uvCLNUc5CbTSQ75cqgqyON0r4fhLiP6HiuGbgv6vjia/kkUw+PI46HUJH5sHACFUolerUav0yLoptRLOhVJnYqkVoGkEUmqxamykEokhTDzI3T6TrGYlBETIMZlFDEJMSqhiEyplibjqfFmMpIabyJR5EQi5WmnVCLodIhmI0m7mck0HWG3igmvQNgjofUFWZjeQ6mtkRW6ZvJUEUyimjFJ4GBUy87gMl7vKmKowYGlTiDzfBRNYz/SwCCyKKIIeAnNTWNwoZLk4iC3FxznNutBspUK2hLwzOhq/nh2GYYDegIHQijOtiInkynYuNZCuDTEfQsq+IjpPEEpZcD4fO1K/LvAtK8FKTRBcnE+HTfoWFZ2ngc821EJ8FBfOfv3zCNr5wRCfSuC30PHJiuFG5u4L20nw5KCbzXeguF1I5Z9LchqFf3rPTjLu7nPvZP/n733jo6jvPf/XzOzvavsSruSdtUlN9wrNrjLFTAxoSQBckklIeWGGwJfIAESCLmkkp6QxAkQCGBj3HvvtnC3eu99VbbvzO+PlWRZtsEmyU1yfv6cM2dmnn1mdnW0M/s8r3l/3p+qiIbnTy8mbZuCUFSFnJ9O3XyB/x25AYMQ5bny5Ti3q5CKSomMTKdlQZifpG2gImLiz4dnkLfLi6IoNMyx8eCU3SRJfh45fy9pOyJU/hNvCP3xjxsvCP1PTxXhIkAYmAgN7ENMcdAPFRS4PPVh4GSDJ1AQolycTPWXklSGgARB/ACTRkCRiJ0D/r70B+CyChBw5RQIuFytMPAeHwYWBl7jKnBh6HsP9r/KeOCfkev+AYqHD4UI8JFAwiXn/qAUh4HtIe3XCxMumip+gAlj/3Gxif/lJSIvNWIcqlIY0mcINBje53JlQv/19feJTa54vQuC4CJWHnKJoigRQRC+DGwhVjbyD/0w4UbciBvxHxjXBRQURdlNzK0VRVHagXlX6fc9Yg7P1xSyQYvqfDWWbfn8LHMuTyVvY8OcUhpKsojfcIG0bfG8kLmICVN/y7N57/HFhQ+QV5OG+nQVjq15fNt1O3/IfY1nRr7HVxd+kpzmTKSTpbi3GnjZPpfMW1r4tO0E5bPtHOm6CXd3EurTFaSZ83jZPJfEm7tjk8dJW3ghsBQpmI1xfzGW/ZXIqky+Ly2CyZu5y1TGCznv8KS4glophVRVNvL5Cqx7IkihdFb7p9Ix3ch/J2/jdlMtyaPe4YemAiqtaTitOZjeryNaXUd8dy/69jSqW9N5ckIC9+SeYKX1BFO0ATKdW5hmKeeNlMmUu13YPMnEX4hDWx4bEHOmG1utFUupnd4MEw2Zbn6X4eJd901MS6pihrmMMdoGXJLIrXofU3Vn6TCfojrZQlHQyXmfi5JuB3VdNto79UhdatReLZoeM+oeBU2vgrpPRvJHY4P/YBQhHFuIRAdVCYNPVAYWlYSiji0RrURUJxHVS4SNIiGjQNgiEDJD2CoTtUUwxvWSausi19LCSEMD+dpGPKruwZJxPlmkOqJwJpjEwZ5sDjen01oTh6lSRUpFFFOlF7Guv1ScICAlOwhmOegYoaVrlEzWiFrucR1jgbGMRFFDZQTe9k7mjZKJiIVmPCdC6E/XEu3sQkpMoHd8Ko0zJDxTa/mGZyvTdV3URQR+1LSI3YdHk7ZbjlVz6O6JmSvOt2KfX893s9YwUh1gdW8mLx4vwLlZjWVfBUQi9M3Mo75A5rGJW1mgb2Rdn5uXj8zFsyWK+nQFuJKoXWBl1uzTfLrfN+Hlo3PJ3BqTOkfG5VC3UOGnI9/DLET4esXHcWzRoDlVjJyTRt1ChZ/nraNPUfG9U0tI2xqCtg7al44gb045BcYynmtagHmbEdX5IoLjM2HH9Vzx1xb/rPuC6AsS2pbIn9OmcL/tKJsWjMRX4sFwoISUbfk8k7mcVXmv8ZXJO/hN5RIyG2zEHailxu3hl/ZZ/I99P/fcfIi1DTNJb43HeLgSkyObbyfczq+z3+DZ7Hf5bMH96DozMO8qwrGriVqrk2cNy/hf97s8nbaery28m0afC9emCJwuw63NY7NqAtq5YR617+WplA08Nw8KySdNyEF1qhzzvgrSQhm8G5xC70wtX3Ps4F5LGfHjennJuJBakx1XP2QUT5fi6kmjoyOB19tmUDQ+ic849zFd18XXEg4z3lDNKscMzqS4iUt1knDWhqaskWhLK+qOTpJrHVgrEugqs/N6bjxbMkcw21XKPMt5RmrauUkTZbSmmCWmc5xLcnA0O4vCzjTKmhNpbTagb7aib7FgaIuibQ+j6vTHVAJ9PhR/AKXLC+0dsX+IIKKSRFSShCBJMQWTKMUA4tCBNwxOfJSoDHI0pliKRiEaRYnKl6mWBJMR0WhANhuJxOkJJqjxJUr4HQL+JBlVUh+ZjnYmxdcwxVhOvqYVlxSrPtMhKxz3m9jRPZLdDTm0V8RhLZFwl4bQl7ejNLYQjUSQ4myEsp20j9bTeVOUMaMqeMB5kFn6RrSCyP6Akd823krh+1k4jgrEn2hFqawFvZ7I2CwaZuox3NzGc7lbKDA00RAR+EnLfLYfGEvaDhnjkViaQ2R8DCZMmFfEUykbMAsKP2qbxeY940nfEkQ6VYboSKRhfhIJCxv4jvs9ROCZumV0bnOStqsRxe+nZ04+3oI+fpj9LmoUnq68A9MWE8aj5QiJ8VQtMHPPzfuZpW/kf1tn0b7dhXt/NcTZqJ1v5CuTN+JS+fl0yX2kbBMRK+vwzchFv6CF+21Hec07idD2RPTHi6//or+G+GfdF4DLvRPgUs+E/tQHZdhr/Xv9v19c/mR3wE+Bi6UkhX61g9JvnniJSWP/w+RLoEL/nBD4YKgw5G8RhvonwEUYMLT9aikQV/NPuBawANcHF+Af65/wYeccFtcEEeD6QMKQPh+oShhYfxhMGN73ajBBGPoag7Dg4v5AukL/F2pIusOgamEQOHD5MgQcDPomDFUjXOG14ctHjatd74qiNABLhuxvBDZ+yLnSP/onuRE34kb8X8Xfo1D4h0XYIoDBhmNvMzvyx7H0jlN8K20j9xR8HktFOtpTlZi35vH91MX8MG0d9884wDvVt+J5zUvC3jqqU938MiE2gXhoxl5ebZ5LZocL7fsVuBLzeDphOX8cu4rHnFv40oI4mrpSca4PYjhajsuUw3cNS7FNeos7TaV4p+/kV6H5eMI56A+VELe3CkVK50WhACYRgwpZq/m2eDu1opsUdQ7S2QpM+8tx+zPY5x9D680mHk3bzAxdDwmZq/mlcS47bSNxxHlIOGFCrqpDd7gEd0sqbc1WVjXP4sQY9+Dg9m5zFeMya1ifOI617jFUZ8RjK0ojrjgRdXVr7Al5lxdLjQVzSQI+t4XudDub3IlsThtJrrOFafGVjDdUkaNuxy6KuHRBJmnL6TEV05qoojZioypkpyqQSLUvnqY+Cx19Bjr7NMh9akS/GimgQQoIiCEQwyBGYk9fLnHW7ifksgpkNcgaiOr6ZdF6GdEYRG8MEW/0kWzsxmPoIF3XRrqmlTRVF3YxgllUoRYkfLJIc1SmNGzmfV86hzsyKGl0oNQaMNUIuKsiGGo6EBpjpeIUQUCyJxL22GnL1dOVD+YRHXzKc5bbLO+Tp5bxKQKbfImsapzB2TMeEgpFEt73IpbXIkciiJlu2iYl0jI9ytwJZ3g4aSd5apnCkJ4f1RZw/kAm7j1h9CdipSGjY3Oon2MkdV4Nz2SsJU8dZHVvJs8fX4xjkzb2ffEH8E/PpXaxwMMzdrDSXMLBYALffX8prs0ShqOlCBYzjfOScC6o5THnFhqiGp48dzvOLSq0hbESkTULDTw0YyfTdK38b+ssmrel4tlfCyYjdfOt3D9jDxM0bfxP3TLMW41oTxUTzffQsjDEz9zrKQw62LF3LLl7WxDirNQu1PxTgMI/LQQB164O/jTyZuYvOMt3ctfxpQWfJq8yCeuhWqqz0vlz0iQetB1n99w8GqozSVxbRMp2L++kTWHyolj5vcL5abQ0ubGvKyNpVyNVDjc/ts7hyaTdPD1uA092foysrizUR4tJ3abjnCmXHy+bw+OOXXwvezVfLriP5qCLpK1RNIVleKQc3lVNQTs7wiMJBwehwgkpnzRVDprCMoyHyvCEMtkVGkf7zUa+mbqJAkMTCfmr+aGhgDKLB6ctB1NhHdGKGhK6+9C1p3CuLZfHJth5IPsIK8ynKTC0kO9Zw5q48byTMo5qdxwJZzOwXuhBqGlErq5H19yGs9KBrSyerqxEVmfFszljBNNc1cy2FTFOW0eqSmK+vosZusM02I5RlJLEaZ+b094UKjviaW81ou7QoW3Xo+2IQ+eV0XRFUPeGEXtDiL4ABEMowSD0pzIRiYAsIyvK4ETkkhgos9bvhi6oVaDXIWq1oNUgG3TIJg0hk5qQTUXAKhKMFwjGK4QTIpjsXrLiO7jJWs9NhhryNc24pCgGQU2YGHA8GXSyuyufww0efJUWLOUinvIw+oo2aGpF9gdi5STd6XSMMNM+WsA4qpOHMk6ywvI+HpVAa1Th9d4RrCqbRuBEPO5jYYyn62PmrAOw8WaJ7GlVfMO9hUnaXorDKl6qX8TJ/bm4d4Vj1RzCEcITc6idr2XinBhMsIkyL7fPYPWeqXg2h9EUliHE2WiZ44KCDp7NfpckKcwLLXM4sz2P9G2dKI0thKfkUVeg8MyzW2YPAAAgAElEQVS4jeSr+/hu8xxqt3lI39WAEo3SMttF2vxqPht/kN3+FN7ZP4XcHV6UPh9tt+eTN6+cleaz/KlrEs3bU/EcqkJxJVG7UOJnuetpiBp45fAs8nd2xFLa/oNCYQAoKAhDVAqXVXkYnvowcPDAk+DhHgpDtxVhUI2ArAyaNA5CBQmUqHJlqCCBEv2IUGF4XKHvlVIgBs4BXD9YGOgHHwoXBrtfj1HjR4wPdPf/MIgwvM+1goShfYdXcRjoP1yBAJfChOF9rwYTpA+ACdJVTBiHqhYuUyRcpVzkUBXC8FQH4eJ6wIhREZXB/jfiRtyIG3Gt8W8xkjCZ/bTenIx9TRHubfF8J285b419ha9P3MGv5i8lo8GIY08TJzLyWXtnCQ/FHeHggkzaa1OJ31hM6lYvq51TGbOolgdtxzk730Vxaz6uNX3Y9lXhj8/gKesdvJz5N76XuZrPLrqf9p404reWY9tXRUSfyZP62/n5TX/lAetpfDO1/Dl0C+mRHLTHSonfVQWk833lolLh+czVPKO6jRJtJqnaHDQny9EfKsHTl0l5byaPzfoYj2ZtY66+iSedm8ma2cqf4qYRSEwk6agBVVENyoVyHO12jI1OyuszeWKcg9tyznBX3FFGqqNkxh9npqmYta4JbM/Mw5ttxlbsxlZmR13ThtzegXLBi7FGj7EonnCKjZ40PVWpGZxPdaN3TiTP3sJYaz2j9XVkqVtJkiBTBXnqHsK6LgLmIryyQruspSNqoiVipi1ioS1soitioCukxxfR4I+oCUZVhGWRqHzxB1kSZdSijFaKoFVFMKmC2DR+bCofiepeElXdOFQ9xEu9JIhBrKKATpBQCxJhBXpkKAsLlIcTOOtP5ZQ3heJWB/5GE/p6ifhaGVNdEE1dJ7R1IPf5Qa1CctgJuxNpz9bTlQeq3B4Wpxdze1whYzXd6ASJ82GJtzqn817pGFQnTbhPhTGeqSfa0gomI9ExmTRPMeCf0sdnRx3mXusJbKLIFl8yL5UvoHtfEp69vlgNeFkhMimX2rl6cmdX8G33e2SqIrzVm82LxwtwbNISvyuWOx2akkvNIhWfmrmPB6ynOR828vjZFdg2G7Dtq0ARJdpvTSOyqIvvZa5GQuGpqjtQbbYRt78adFoa5tm5aV4xD9qOs7kvnXf2TSV3qxelu5fOxXk4F9byUNwR1vXlcmzXCLL2NCEYDNTON/H1SRtIEIN84cJy0rZFoLWDljvymTX7DOX/sqv8+iNq0iLUNJKy1cqz2bfxSs4b3DHrKDvLpuF8s5PU7V5eybiF6QtKecq9jnsLPou5JhPt8VLcm/P4jms5r098hWcz3uVTBQ9haMnAsOcCaVuNbEyYSM7iFu61nKd6xh7+2DWXrJ6MmEnjFg0bjZNIWNjHl+KP8cKoNfx3+C7aQmkkbq9Ee6wUj5TLG+IMuAUeSTjId1LX88K8CPul0bilHLSFFegOl+AJZnHOl8vjtxh4LH0TU3XdfD9jNb8wzmFr3JgYZDxmRK6ux3CgF0+bh9ZmGy9PnEfhaDf3Ow4wWevlS3GFTDeW8kbyNHZ5cvFmWEm4YMJc3AUNLciVtegaW3CWJRLvicebYWVvxk3sSs8l19XMzIRyJhkqyFF3kqmCbFUrC/SNNNmgOiWO0mAyF3xOyrsTaei20N6lR/SqUXdrUPeaUPWCuk9B7VdQ+WXEkIwUkhHCMmJEjjniD51k9Mt5oyoRRd2fHqERiehFwnqBsFEgYoKwSSFsUZCtYUw2Py5LN1mWNkYYGsnRNuFRdZIsgVZQIQOtUYXCsJHjvkwOdmRSVJ+MVKXDXAmOyhDa6g6U5jbkQDBm4JibQU+ejY58ieAoP3OyS7gr4SiTtV4ADgYsvNo6nX1n8og/ocJT2INYWoMcCl+EjTOiLJx4ki85duFRKRwJWHixajENe1Px7PGjfr8cJIng5JgB48zZZ3ncuRmzoPBy+wze2DsDz+YIuuNlCEYDbXPc9C7u5cej1jBS3ccvOqawcfdEMrf0xUwY89OpLtDy0IxdLDFW89fukWzcM5Hsbd2DJSK7F/Xxi4x38cpqnjmzDPcWGbG0luCkHLoKfPzKvY7isJVXDs0ib3s3SjBI49x0ls86ylhNG58pu5uUrSJCTSPdc/PhnX/NNf6RYmDyo/RPbIemPgwFB0NSH0AZplJgMAViuJ+CMgAbopebNAr9739J5QeGlZO8VqgAl8CCwVKYV/JVGOh7pSoQ/X0vT4O4RrAAHw4XhvblQyb7XAU4DIvrKgd4JYAAl0OE4X0/BCRc8jmuVZUwsB5QDwzZv5KC4ZpgwlClgnARJlzVhFG6uD/cN2G44uDi/rBUB2HYemiqw8ByI27EjbgR1xj/FkAhWd1Nz6JebCUedIWVKJvzeDllNo/ad7NrQS4NlVnEbyjGvdnKD9wFjJlZy3MZ7/LJJZ/B2JiJ5lgJ7s35POdYRta0P/BUygY+vTiBjnY3cVtLSN7eRI0tne+vKOBZ5xZeHL2aL/vuRe3PxLyrhMRdtTRr0/imZiU/yX+TL8YfIzhbxZvKDNLJQXO0hPhdVQjRdF6ILsY3ZQeftJzjBc8aXlxYwCH9KFL0uRiOV6EqLMHdm05TdxKP37yCL4zZx8ctp/li3PvkTWzk54lzqHK4SErKwXKyGbmhCcOBbtwNKXTU2Vhz0zQOjsngrrRCCoznma71MyZpN0tsp1nvGcfO3By6ysxYytKwViShremAlnbk6npUdY0kFFuJS4wjkGKiL9lCscvKyeQsVA4/KYld5FpbyDM0k61tIkXVhV2KEC+KOCUFSdNLVOlBpi5WZx6FgKIQUATCikhYEQn1/8rIiojYP/LRIKMWYotOUNAJAmpidedFxMFSckFFpEeRqY6I1EesVIQcXOhzUuJ1UN9mI9KiR98kYmxUcDSG0dV7Eds6kbu8yFE5Zs7mSSHojsebqaE7G1TZPcz3lLE07iSTte2YBDXVEYEtffm8VTuB5jNJJJyG+NOdCJX1yKEQUoqT7nFJNE8WSZlUzxc9u1mgb6RPgT96R/PrszMx7jfh3t8FJVVgNOKblE79HBXTZ53lMecWkiSZVd2j+OnReTg3q4nb2w8TJudSvUTN3bMP8qX4o1SEdXyzaCWaDTbsO2tRgiF65uTStjTAz0evJk0K8p2mBVRvTcezvRElEKBzYS7qxa18O3U9dRE9zxUuw7MpilBWQ3ByLi1Lgvw4410aInpePF5A5iY/tHfRvjSP3AXlrDCf48ett6BsTkB/opjwKA/di/p4zLnlH+fl/n8QYYuCnJCK9WA1VbmZvJ08mocT97J3UTa+inQMB0tI25zHk547eHXkKp4cv4FnF99FbrMTw9EKDM5cnrbfzs8z3uaZcet4ou3jZLdnIp2twLMplx/ZFpB2azuftp2gYZ6Nnb0TSfelIJ0uw6PPZ5V+FtY5MVPW58e+yzcjdyJG04nfVYXucAnp5PKmPIPgLSq+bt/L085N/Hh+gA3aiaTqczAeqUR1vARPXwYNvak8estK/jt/B8uMlTyVvI3smS28Ej8Df6Kd5CNGVEU1cLqE5NYkTA3JnKgfyenxTj6e+T4rLO8zVdtHnnML82zneds9kRPZHow5CcQXWzGVemNgoboeTUMzSSXxxKcm0OvWU+tJ5/dpafw1dSKjHE1MsVYxVl9NusqLSyWRqe5lpq4Yn+U8rXaRpqiJ2nAC1cFE6gJxNPottPmM9Pi1BPwaZL8KISghhFSIIQEx2q9cki8O0hVRiSmXJJA1CopGQdHKiPogOn0Isz5IiqEPp76bVF0nHm0bLlUnKapu7JKMoR86BhSBtmiUqoieU34PR73pnGtJpq/OjLFWwlEtY6rxoa5rR27vQA5HEE1GhFwXvTlWOnNV9OaHmJhTzkrHCWbqa7GJKqojAmu7x/FGxQTC78fhLoxgOlNPtLE5BhvHZ9A8xUBgWi8PjzrAvZZT6ASBNb0Z/LhoHsreODx7uxEuVILBQN/UDOrmiSyeWcg3HDtQC/Cjtln9yoQI+kMlCAY9HXPS6Vzaxw/GrWGqtpNV3aNYtW8WGRvDSKfLEDwpVC+yUjDvBA/ZjrM/kMyPDi8gc2MYobia6OhMapaIPD9uHclSkC9XrkS/0YLhSAmkOalZpOGp8WuxiSG+XHQvqZtFxLJafDNyEQvaeCRxN2/3jI6pHQ5VEc1IpW6x/J8FFLgo+74k7eEDUh8GFQxwUV13iUoBBtQJQn+qw3CTRkUCorHJuCArKJKAEO2HCmLMhPQyqKBwZU+FwRQGrk2tMDQFYmgMAwvCYPfrBAsD/eDKcAGuPKm/kjKJ64QFw+Nq8GDw5B8CEWIf4Mr9rxckDD3mOv0SgGvyTFD6jxuECQN+NAMwYfCY4RDhKqBgaJ8hUOGyVIerpDlchAx/h8nmjbgRN+L/d/FvARQU4KmxG3l20cfJrjPi3NHC+qxJzL6tiKfT1rNyyecx16ajPlVB0qYRPOlcwR9yX+PxCZt4oWEFOS0p6I+Vk5CYy/9LvJPf5r3GC/mr+dzS+9F2ZaHfX0TaZj17LDfx66VdPBJ/lGcmruNJ/wo8/mwMB4pJ2t5AgyaFb0oreSn3bzyScJDoHJG3mUY6uWiPlWLbXYEYyeCnoQV4pxn4XNxRnnFt5OfzelljnIzTlIntcD1yUQXOXicdnUm83DWfCxOcfMGxiwJDC+nZb7Eq7mbWJd+EzenCXmhFVVqHUlRBYksclhonbVXJ/HTMQrbnjxisN3+LroexSTtYFneSzRlj2DMim6oKG+YKJ9YqO4aa/nrz3T0o7Z3oKtUYLGYSEmyEkoz4HHo6HEZ2J7rYmhhFHRfAYesl1dyFx9BBqqbzknrzBlHB0A8HzIKAKICEAkT7687HRkly/wgnCsiKQBgIKQpdCvhkgS5ZN1hvvi4UR7UvnroeGy1dJsKdOjRtEro2gYQWGUNLGE1zH2J/vXklFEZWqxBt1ov15tNj9eYtmZ0sSS1jkfUMYzXtWEUNzVGFjf7Ui/Xmz6rIOONHU9JItKMTwWQkOiqDpglGuiYFWTr6LJ9O3EeeWqYsLPGr1nlsLRxD0j6R+CONKHWNiPZEuqal0DgbVkw7wpcT96IT4Nedk3jl0CxStopY9leg+AOEpuRStVTNyjmHeSThILURDd8sXUlwgwPX9noUbze+m/OoWxLluxPXMUnbwcsdU9m1fRxZm7pQmtvwz8ynZUmQ3+avRidE+VLZx0jYqEN/rATFk0L1Yg1PTFwzmBvt2KhFffYC4bGZtC0O8mv3exwPJvPunink7WhBMBmpKdDz9Li/Ef57kiL/BeEw9VBXYMWzqp20rV5+mj2faXPKeS5/LQ8vfpC8OiemQ1U0uLP5qT2WonB8znH2NEwm9W89JO1soDwpk1/cNZNvJB7gv2bt4dX2OWR6nWhPlJFqzecJ2x38esKrfMOxg6YCMyW+XFLfC8dUDto8fqpegOGWEHeaSvnuhLU8Ia8AhkCFaA5rI1MJzlbzDccOvunYhWVOgNf003EZsmImnmfLSO1Lo6U7kWe9y6gcd4QHbUf4jPUMOeObeTl+LlWOlBhkfL8JubEZY5cXT2MabXU2/jD2VvaPzuI+1xFmG6pYZmxksvtddidmszZzHGdyUzGWJBBXasNU0YNQ30q0pRWxpRVbqQmbI4FAqoWeFCunU2wccWVjcvaSk9DKGGsDo/rVS3YpQqoKMlR+pmvrCJuq8clRehSBLllDR9REV9RAV9SAN2qgJ6rDH1UTlNUEZRWyIiAjIKIgCgpaMYJWDKOXwpilAFbJh61/iZd6sYkhzIKCQZRQIwEQBryyQm1EpDycyDl/Kme8Lkrb7fQ2mtA3qDDWK9jrw+jqOmMwtaeXKCBaLJBipyfTTGeORF9uiFFZlaxIep/ZhjKSJBUdMqzuTeX1hqmUnEsl/qSI61Q3YlktciCI5Eqme3wyzVNE0ibV8YhnJ7fqWuiS4XedU/jLyanE79PiOBDzVxATE+iakUbDXJl7px7k4YSDhJWYAePm3RPwbAnFlAkGPR1zMmhdFuD5CWuZqWvmrd4cfnpgAZ4NMtrjpeB0ULcokfyCUr7h2EFFxMATp+4gZaOEtrAEUpOpWWzggZl7mGuo44dtMynfkkn6znrQaqlbkMDiucdYYKjihZY5+DYnkXqoHNntpGaxyC9HrKU1quenh+eTt9ULskzdQiuPTN/M//wLr/PrDmFIWsPVUh/gYtUHGFQpXKJiGDzZMD8Fsb99qEmjGANm1w0VIHaMPFBdIua/gDxUvcD1pUDA1b0V+iey1wUW4NrgwmDfD4EM/8i40vtf7b2HQ4xrBQlwXaoEgI/kl3DJPtcFEy4xWBxqwigMW66mQhhu1jgcNAxLdVDE/u/tjbgRN+JGXGP8WwCFhpCVWfpqps47R1HpKBLfK8K9ycqTGbfz1oTf8eSEjTy/+GNkNyYSv7eGWlc6v0yYxX8n7uPM3GPsaJ6C+81eEnbXUmf38KKlgO+6NvPUpA0827WC7O4spJOlpG/I4S/GWTgWdHO3uYiu6Vv4YWAJGaGYCsG5VaJBcvKYuJKXst/iawn7kebIvCnMwK3KRX+kFMueMqRgFquCs+i+WceXE/fyqH0vjlt6+I15FiFzGvYDOpTqOhJ6feg63extu4nSqXYeSd/JXH0Tjzt2MXZaLX9wzqAqJQlHYTaWM+3IdY2ojnXjqnVgrbRTXZHBMyNcTM6p4k57IVN1tdyi62GCdg932ArZk57PrlG5VFfb0VfHYa62Ya4LomnohvZO5M4ulLYONBUqtEYjcVYTcpyJYIKOQLyBvjgTp23JnLAqRCxRJHMYgzGATR/ApvNj0/iwqIJYVH4MUqzevFqIohYumnCHFYmwIsXqzUc1dEf0dEe0dIUMdAX0dPl1+Pp0RHvUqLol1F4BbRckdMroOqJo23sRO3vB24vS1xcrMymJCCYjQqqTkMtCT6qWHreAPz2Mx9PA7UmlzDFdYKSmB5OgpjkKe/qSWN06geNl6RjPa/GcDWMsakBuakEWBMT0NLrHJNAyQcQ+oYkvew6yxFiGToilOPy8eg4NR1x4DkYwFlYid3kRPKm03GynfXaQz/eXiAso8FLrLaw5MBn3NiVWzSESwT89luZw9+yDPJJwkOaomkfL7sK70UnK1ibktg5Ck3OpWSry6IyNFBhqeLMnn7/smUnWRj+UVhMdm03NEpGnJ29gpNrLkw2L6NzkInV3NRgM1BXEs2zuUZYYy/hR2yxaNqfi3luFYk+gepGOJye+g1aI8tTZ2/BsjkBLO6235TN53gVm6at5tOZ24Df/ugv9OiNe9JG0sBpvqQfLjiJSNuXzVPodvJLzVz51y35WV9+K+7UuXNta2ZQ6iUm3VfJ1+y5OLkqlo8lN3KYLpG0x8bZ9GiMWN/Cg7TglCxyc6hxN6mo/5n0VBC3ZPG66k1/lv84zaev48uJ7aPK7cK4PYzhcRpomhxc0i9FMj3C7sQp54lqe5HYGoIL2WCnp0Wy2RibQPVvL487NfCXhMPEz+/iF8VZCRjf2/VqUylqSev3oulJ4tXMW5VPsfDl5B/P1bWRm/40/xM1kbdJYbMkpOAqtSMW1cKaUpKZELNXJNFR7+M6YZGbmlXK3/SiTte3cba5ilqGcfY4s1mWP5XRlKroyG9YKC+ZKP+qGDuS2DpTSKrTVavQ2K3KilYDTRF+ylZJkG6ccWeAIkpzoJcPSQY6xhWxdMymqTuxSH1YR7KKAS4oiqnuQhF6iioKMTBSFsBJDitF+iXMUGBiHSoKACKgFEQnhErWSjExYEehTFOoi0BrVUR+JoyyQRGmfg8rueJrbrSjNWvQtIoYmhcSmCLrGTsQ2b0y1FAojaNSx9KfUBLwZeryZIoHsIDdlVLHEcYbZhlJckoRPEdgTsPFm6xT2l2RjOq0j/VQQfVET0dY2MBiQx+XSNMFE1+Qgy8ec5r8S9pOtVjgb0vLzpnkcOpqPa7+C9UgtcmsbQpqL1puTaJ8X4JHxe/ik9QztUZEfNBVwYNdo0rcEY54JRgMdc9JpXRbguxPXskDfyNq+DF44vJi0DQKGw6UIVguNC5JJWFzPc+736FFUfLNkJcYNZix7y2KVWwrsTFlwlofijrK5L523d08jZ4sXpbOLzsUjsC5u5Ov2XWzzpbNx1yRyt7aCIFC/IJ77Zu1jpKadz5beQ8omCbG8ju65+aQsrOFey+n/LKAAXFKi8WqpD5cABRiEBwxp65/YXewoDKY3IAgg9Zs0ysogVBhaTlLg2qDC5SkP1+arAB9RrXCtYAE+HC4MHDMQHzTJv56KUNdyvqFxRd+ED4AIw465ZpAw9LgrqRKGtl+rX8L1wIQhfYbCBEXsT3UQhKsAhCv4JlxRwTAcNnB5qkM/XLgRN+JG3IhrjX8LoODv1rG2J4/HnFv42FIP1qp0dO9XotuQxwvORTyfspHj8wo5UDsR59tlpG5uZ41zKmOW1fLVxN1cWJxMa2saiRtKSNncyoG4MbxyRxufiztBwy27+VPPXLJ63Uiny0nX5/KSYRHmWX7uNhfRe4uO34bnkRnJRnW8BNdmgXohhUeX3cWL2W/ztcRDaOdGWKWZRZo6D+OhMoz7i8nwZ7PON5XGWVa+lbKJz9lOkTq1g5esC6iLc+A8YEA4X4VhfzEZrR6aWlw8Nv1O7ukvDXe3uYpxeTX8xT6Dde4xeNMd2E9a0Rc1ITc0oW9tJ60ymd6SOM6NyON4vocJmTUss59mhr6SSVof47UnWGEt5FhaOntG51LYmEZrrRljnQNTfSLGxhCa5l6EDi9yT2/Msb0adBo1er0OwWRENhmIWrSELRrCJg0hk44eg0CnAaLamMGirAFZraColJiMc4gUTpAFiIIQERDDMQNHKSggBUDlA51PwdIro+6VUXf7kLqDiL2+WK15fyCmQgAEjRrRYkaJtxJymOhzaehNEelLlTGkdTMhuZ45cUVM1lfhUSlICDREYaM/lfWtN1FY4UZfpCP1QgRTcStKXRPRUAjJnog/P5nWcVp84/wsH3GGT8UfJE8tUxsRecM7mdfOTcZ0yEDG4R7E4moUQB6XS+PNJoRZnTw3YitLDLXURlX8oGERR/aOIH17CN2JChAF+mbmUbtY4FMz9/Gl+KPURjQ8WnYXHetTSNnUjNLQTGRSLlXL1Xz+1h3cbS5ii8/NSwcWkfFeBNWpcsh2U7XcwH/duoslxkp+2zmJ/dvGkLW5FcXvp21ZHklLYt/3bb501uycSu6mdpRIhMaFycyfX8h8QwVPNSxGu96K7kQx4ZvS6V7ay+OuTazrHcHZzXn/smv8o0SfoubZjHe5e8kXMVWlYt1fRU16Fn9MnBLzUVmcSWdtOrYtF/BsNPOMazmvzfg9P8h5m08ufwhDS3Zswr8+h2cTlpF28yq+7drI55baaPGmYt9Qjn1HLQ1GN9/S3snLmX/jpey3+NLy+2gOpZG0uRrT/jJSxRyeFZbDtHXcbqxCnLSGJ8XbkaUMEnfXoj5WTHowm2P+0Tw2z8C33e/xaetZXFM6ed68iHprMs59euSiKiy7fOja0ylsG8lXptv5clYsT/4Jxx4mTK/it85bqExLwnEiF8upVuT6JrSHukitSaanIpHjo0dzeFQ687NKuCPuBOO0XdxtrmK2oYzDyR625I3iaK2HtgoT5ioDlupk9LU9CK0dMc+VljZ0ZWoMZhNKvJWw3YjfrsGXmERhQjKH4/OJxocxWgPYzb2kGL04dV6cGi+Jqu5BhYFRCKEToqgFUKMgCRcfnkaJzXUCskIYgbACAUWkT9EMKhzaIhYaQ1YaA1YafRaau830eXVIHWo0HSK6doXkNhl9axB1a9/Fe1goHAOOVgvY4/Gnmen2qOhJBymzlylp1RTEn2OarpokSYVPgYMBM+92TmR7eS6qcyZSzkYxn29BqWtEVhREdwrdY+20TBBxTGji6+l7WWSsRgRW93r4efkceg/ZyTgQQHO6CjkQRBmRRcMtVuTZXXxv5CYKDPVURNQ8U3MbpTszSd/Wh3QqZsDYNsdN59I+np+wdrDay7NHlpG6ToVpfymCQU/LgjQ0y1t5KfstdEKUr1behW99Mq7tNSiiQMu8VOKX1vOkaxPFYSvfOXobGevDMd+EyTm0LguyKucdWmUtzxxfTsaGIDS20FkwAvviOj4Xf4g/dk6hYbMb9/5yolmp1C2J8mbmGo4FHUDTv+oy/0ihSMQmvopw5dQHmYvtDF33Kw+G+SkMKBIu25YFBis/yAOTrEvLSV4RKvQzieuGCvDR1AqXtF8dLAycbzA+DC7AlQHD0OOHxrXCgQ+KD1I9XCmV4logwvBjrwUkDKyHqxKGtl+LX8KVYMJQA8bhMEG82OcSmCBefP2DDRkHjhn4zB8GE4a3x9LVuJHycCNuxI24jhCuxTznnx0Wo0uJ+/lXeXPur6gKJ/L/1txHzu+bESJRyh9M4Wt3rWWBsZhPnn8A1e8SMe8sIjQ+i8qHFP484xV0QoRPHn8Ix5/1GPcUER2ZTul9ep5euIYCQwXfa57HrjUT8bzTAs2t9M3Ko+7jYX447S1m6Jr5RccUXts2i4x3A6hOlSMk22lYnIxlaSM/yHmbTHWAVd6b+OWhuaRsFrEeqELu8xEdk0ndXCPO2XU8lbGe8do+3g8a+UHNIsoOeXDtj2AsrEHu8iK6kumalEzzFMidWMMXUnczQ9eKDOz2u/hzwwzOn3UTf0ok/pwPVXlj7Di9DlKS6cm10Zkbk/GOyGxgoeM8swwlZKoiqAWRLjlCcdjKcV8mhzoyKWp2EGo0YmiMPd0ztETQtQZiaoCePhSfHyUUig0IRCFWuk2jQdBqQKtB0WpQdGoUjQpZLaGoRGS1ePHHTiCWoyrHck7FsIwQkRHDUYRQBCEQRgiG+p3hQyihEEokcvH9NGk6/RUAACAASURBVBoEgx7MRuQ4EwG7Dp9DhS85Vmte4+wjP6mF6fEVTDJUkKf2YhNVhBWZioiKfb5ctraM5EKFC2OphrjiKOaSLqhvijm726xEMp10jDbQMVZm5Oga7ncdZLa+ARE4GLDz67rZlJxwk3QUbMdjIEe0Wemb4KZhpors6dV807158P/6XOUyGnenkrrLh3S6HNFowHtzOvUFMg/P2MkD1tMxz4TSlTFlwqZmlMYWImOzqLxDxycWxIDDwUAS3zh8FylvqzHtKYYkO9V3Ophz5wn+X9IOtvnS+c62j5Hzmh/pfBV9t+TT8oCfVye9QkBRcf/Bh8h4RUDzfjk9c/MJf6ad10b9iW19efzk7dvI+mMDikqi9KEkvnfn66Sr27h71xfJ+4WfbcefOaEoyqR/7RV/baHLdinHdors7MvnV68vJWNVNbLNTPHnrfxy8Z+Il3q598DnyPwNqM9W0VWQh+a/mngl71UOBzw8vfEucv7cg1hZh3dBPv5PdfGnm1YRUCQeOvkAlr9asG4rhgQbtSucjF1xnudT11MbMfDw6U+gXWPDvrUSJRym+9ZsGpZHeHraOpYZK9kfSOKJU3dg2GQmaWcDcnMrSl4G9fOtWOc18XT2OqbqujkeNPH9qiXU7U3DtS+I9lQlSiAI2W5aptromB5i5dhCPhV/iEwVFIdF/tIxg3UXxmAs1GM/GURX3Ei0rR1Rr0PxuPCOsNIxUkAY0cu89BIWx51igqYNs6iiS45wNpTArp4R7G/OpKE6AX2NGnOtgqkuhLapB9q7UHp6UcIRBElE0OtjcNFqipVsjFcTtEoErQJhM4TNChGTjGKIotJH0OlD6DVhDOowOlUYnRRBJUZRiRdnNhFZJCJLBKIqAhE1vrAaf0hNwK8h4lch+CRUfSLqbgF1D2i9ClpvFG1Hf+lKb28/dPSjRGUEtQrBbIIEG8FkM72pGnrSBPzuMC5POzOTKphjvsBoTTs2UUWPHOFUKIH1nePYUZWLcsFE/HkF6wUvQk0Tss+HlJhAIM9J21gtvRP8LB95ETZWROAvHdN55/QE4g5pcBzugrIaBJ2W0E3p1N+iwzWrjicyNjBJ28uRgIVny5bj3ZlMyg4vQlEVoiORljkuehf38sK4NczUNbO+L4NnjyzD9Z4ay54yBLWatgUZ+O/s4lc3vUaayscTdcs49e5I0tY0QVsn3gV5dN/bzSvjVqETojx4+gH0r8Zh3VaMnO6i9H4zzy55ixm6av6r5BMEX3Fi2xLzTqn4vMBrN/+eLtnAw5seJO93XsT2bqoeSOezn9jIAuMF7jr+WYo/9p3/mPuC1pOmOP/nqwhRASEi9Pt3gBAFMRrbR461if3bF30+BvaVwe2BfkL/b1mshOOl+xe3ldgxysB2f7sSS6cYMCeN+TcoF/v076MMHK9cvs/QPspFNYVycVsY3j50LV+lHS4xbxyIy8Z+w+HAB6kN/i/GjR/kw/BBFR34B4GE/vVlqoSB7Q/zS/h7YYIAl5SHHAYQLgUFArJ0aTqD3E95B9IXZCn22iX9JJAlpT+NIravqBQUKfbwqPrh//mPuS9YhHhlqnDFyrQ34kbciH9gbFfevuJ94d8CKFhVicroO76F7ksNvJLzV37UOps9r0zB+VYp0YxkSr6gZdXs3wPwwO7PkPNKBNW5SrwLRyB/upVVI/9MUcjOV3d9guw/h1GfriAwJYeqTym8fPPrjNG08WjN7RS/k0fqu/Uo3T10z8mh5WMBfjb5DSZoO/hZ+zTe3DqT9Pf8qN4vRXAl0bgwGe3SFn6Q/zYj1X2s7s3hxeMFJG7Vkbi3Drm1HXI8NN4ahzy3k8f6n2Q3ReE37bew9sR4HPtVJBxrQ6muR9DrCI9wxyoLTPJx14hC7ok7SqYKGqJRNvaO4vWqyXSeTST+LMSd70asbkLu6Y2BBaeDvqw4unJU9GRFcWS2Myu5nNmWC4xUt2GXYoKT1miE0nAcpwJuTng9FLc56Goxo25VoW8V0LUrsXSDzhCSN4DY50fx+SEYRAmFY/Xihw8uBkrAAZfVm6d/cHKlYyQJQaMGrRbBoEc26oladQTjNATiJQIJAn67QtgewWLvZYS9mfGWWsbrq8hRd17yN50PJ7K7ewT7mrJoqUjAXC5hK41gLO+ExpYYSDCbkD3JdI600DEa4ka3cY/nBMvMZ3BJEhUReKNzCm9dmID+uIGkoz7URbUoPj9Cmov2qXZabo5w+6T3+XzCXpIl2OhL48ULCxF3xuHc0wml1Yj2BNpnpdBaEOR/Jm5lpbmE82Ej3yxaSXCjA+eWppgyYXwOVbfpuWvBAb6WeIjCYDxfOX439nf0WHfGykfW3Z5C3spiXnKv5XwogYcPfIL010R0h0uIjMmk9AE1P53zGqM0Ldx/4X6UPzqwbblAZFQGpQ+pWDX790jIfHLPZ8n9TRipvJGmldnMfOg4jzp28dnSe/D9IgXz9gts8f7hP2aAYExMU25fv4jnU9fz39V3UP+rbOI2FeOfkkX7F/t4c9wrHAu4ee7du8j5YytCdy91H8/k5k8W8lTSdn7dOZW33rqV9DcaoaePltuycNxXzS8y/0ZpOI6Hj3yS1NdVGPYVQ2oyVR9LZPZthTyRtJ3isJWvnLwH8xozCdsrUSIRemZlU3dbhMenbeIuUxlHgnE8fm4FbInHub0Zpa4RwZNC4xw7oXleHhu1heXGGhqiAj9pns+Ow2Nw7lewHY0BCNGeSM9EF01TJVImNfBFz27m6huQgX1+J6/Uz6ToTBoJJ0USzvQiVjbE7gX933FvnpnOfAE5t49Z6RUUxJ9hsrYeuxQDb9URiaOBDPZ3ZXOyOYXeOgv6egljg4KxKYyu2YfY3o3S04MSCKJE5YuwT6dDMOpRjHqiRg1Ro5qIQSJsEInoxJh6SSMgq0FRcXFAKgxMtvoncBEQwyCFFKQgqAIyap+MyhdF6gsj9YUQ+vwofX6UQGAQcgqSiKDTIpjNyAkWgg4DvU41fS4Bf0oUY0oP45PrmGkrY4quEo8qiloQaY1GOBZMYUvHGPZVZSKWGIkrUrAW91y8l5pNyBku2seYaB8nkz+mlgdTDgzCxp1+F7+puZXa4ykkH45iPtGA3NqGmGSna4qLxpkC86ad4ZGkHaRJMuv63Lx4rgDNDivOXa2xe32qk8b5SVDQwQujYgaMb/Vm88LhxaSuU2HeW4agUtE+P4OeFT38bNwbjFR7ea55Prvfm0D66naobcQ3M4/a+yL8atqr5Kg7+VLFx2l53YPjvXIwG6m6x8ldd+3hC3FH+F7zPPa9OpHUv1WgWEyUftrOU3e8xWRdDfecfIj4XxnRHy2PVYn5Qjk/SV/DE3XLKPnNCE786Rv/MfcFrSdVcT72tVgVhigI0SHGoP37g9+/q66HwIKBdnlY+wBAUIa/dn1QIdYmfzBUgCuAhsuBwiCkGGi/0vpawMKw9g+FC4MdrzGl4VrGlR8EDC7pdxXVw/VChKHt1wAS4CqqhIHjhoODIX2uBBMUSWQgleajwoRL1ApXUidIw9qlYe2XrfthQj9wGNhHiilSaz7/zf+Y+8INoHAjbsT/TfxbAwWLKUWZYb6Duk9k87EHdnO/7Sj3nX8A9a8TMO0ppnd2HqHPdfDaqD+x25fN99euIGdVG0JnN40rMsn/ZBE/SFvH+t48frj+NrJf9yJU1dMzJ5+2+3z8fuIq7JKfr5R/nOa3Pbjeq0YJBOial0Pnyj5+PP5vg1Dhje03k7EuiKqwDDExnub5LkJLu3hh9BpmaDvY5nfy7NllaLZZSN7ZilLbgJjsoG2mk5bZYe6feIiH4o6gEwTW9Wbxs+I5RA/H4TzkR32uBqW3DyHVSfc4By2TRBzjmvm05yALjGVYRYmysMR73eNZU3kTwXM24s4r2Ip6EGtakLu7ETQaRHsCQU88XZlaejIhmh5gZGojsxJKmayvJFvdjU2MTcS75Ah1ET0loSTO+VMp7k6iuisOb6cRoUONpktE0w2abgVNj4y6r3+w7wsjBiMIoQiEIwiRKETlSwc3cPFHVhJRVBKoVTFVg1ZF1NA/CTGKhMwiIYtAyAIhm4wcF8YW34fH1kmepZlR+jpyNc2kqvyXfPaysIVj/gz2tedwvj4ZqVKPuQJsFUG01R3Ire0ooRCixYLsdtCVb6ZzpIB2VBe3pZ9lhfUE2eooXjnKtr5s/lg9g5aTSTiOy1hOxmTPgslIeJSbxml6xOmdfDVvF8tN5QQUhVc6p/LnE9Nx7FaTuL8RuakFIc1F0xw7oYXdPD16PQv0jRwMxvP42RVoNthI2t6A3NZBZEI2lcu1fHzeQb6WeIiTQRtfff8e4t4xYtteiqDT0bjcjX1lLS9nv0lrVM9nC+8n4XUj5p1FKB4XZZ+w8bVl67nddIFv1S3j/F9G4FxTgRJnofSBRL51+xpmG8r4xLkHUf8uAfOuInpvzSP8hXZeHbmKV7um8M6q2aS+VobsTmLb0W//xwwQrJokxfn4t/jafe8yTV/BysOfw/P/sXfeUVKU+fr/VFXnMKGnJ+dMzlmQLElBUZIiiqCu6+511/VuvuvdcDd61911gwEXRVwQEQNIkCQgGclpcs6pZ7qnp1NV/f6oYZiBgdW9+9uznMP3nDnV9Xb1AMP02+/7qef7PH+R0J8vo2FuLtkrtff9iw13smvtGJI2lKJazRQ9HMNT87fxgP083628m/Pr+pG4sRgMeiruT2b4wnP8NGEbh3yJfGffQjLWKxiO5UNmMiXzw5k55zjfif6Uc4FIvnlmoQYVdpeiBgJ4xmdRMVvlmfE7WRp2gbygmR8UzqfpkwSSdmmpIGJ0FE3jE6mbEmLFyM9YFnECPbC2bTCvnp2A7aCF2EOtCIXlCJKInJNC/Ug7raN8zB1wtusueZ0cYrNnAH8rHYnrrJOocyoRF67eYRftNtSkWNpywmjJFvFl++mXVs2M6IuMsxSQqgtiEfS0KgGKQxZOdqRztDWdCw1xuGrtGOt0mOsELA0KpsYghuYOxNZ2VI+3x+YeQJBEkCQEvQ50OgS9HnS6q+97QbgeNKoqgqxASIZQCDUY7DyGQJY1gAE9IYbNghJuJeAw43Pq8UaLdMSq+GNDRMS56R9dy+jwEoaZS8jQeQkXDXjVIGUhPYe82exo6MfF0gRMBUYiCxTC8tsQKus0kGCxoKbE4eofTtNAgfCBTSxJO9EFG6+oQz46P4jwYyZijruR8stRZQU1K4W6seF4xnt5YtABloSdAeAN1whePz6e2D06og5Wo9Q3Qk4aldMiiLqrmp9kfUA/fTtr2/rz+4PTSf5YwPZZIYLBQNPUNNz3uXlx8AYGGlr4VcMktn88kvRNrVBUQWBUDsWLRH41aQPjTFU8Xz2T4xsGkfxeBQSCVN+fQf8HL/LLpC1sdA/gL+/PInNNPYK7ncrFGUxbeoRvRu/nu5V3k7eqL9Ef5hEckErZUzIbx7zKkY4MXlx3Lxl/LWN7xe9vmXnBmJakxn3vmU51gnA9RLhyfuWx2m28B0BQr4EJ/0eooHa7VlVBvgYqqF9CrdAdBtxMrXBlrLfjtc/3eO7avgr1mtNe1oU3ggzwxUHDzerLGDByDUDQBq55jXj9+JcBCVfOe1MldJ5/Kb+E7jBBuj4a8jqYIAg9DBj/LkzoARWE6wGCRCfYuPJ1FSb0hAud7a2iSvkT37ll5oXbQOF23a5/Tf1bAwVTYrI62bQI1WQg78ko/nD3G9hFH4/sXUnuy37E0lpq789i6KPn+HHCdn7fOIEdb48l+Z0y0OsoeTCR+QsO8LTjMC81jeODTeNJe6cOml00z8gmuLiZ1we8hSiofC1vCd5344jdVoYaCNIyPRPXfVehwp+aR7F27wTSNgcxHtfMshonJ9Myy8sPh37MPdZyzgRs/KhwHs174kna49bkrVYLnhGpVN8pMXRcPs8mfEJfQ4DzASMv1Uzj2IkcYo9A5OcN2ibWaETJSqJhmI3moTIjBxSxNPYwY0wN6BG4GDTxgWs420r7EbgcRuQliChoR1dWj9LiAkCMjEBOiKI91UZbqoQnRcGQ1E7/uBpGR5Yw2FROpr4FhyhiFHT41RAuRaFBMVIadFIWcFLSEU15eyT17TZaPWYC7QYEr4TkFZF8IPkExKB2l1EMaXdfuvdzah9EAooOFL32JZtUZBPIFk0mbbAGCLd1EGP1kGJtId3cQKqhkTR9I9Gin4huf79mRaGoU11xtCWdC7XxBCqt2MpFwspkrGUepOqmHj+DUGoMrmwrrj6g79vGrLSL3BvxOf30PoKoHPFFs7ZuLMfPZ+I4JeE85UEqqET1+xGS4mkZHk3dGBg1Ip+vx+9igMHPpYCB39VM5/ODuSTsl7GdKNN6uPtlUDXZTuTUGp7P+ohhBjeb21P42ak5RGy3aNGQrW34R2RTOlfP0slam8NpfwTfOL2I8E02IncWIRj01M1MxbSgjj/3+RuKKvD4hYeR1jtwbC8ARwSlC2O55/5DfCPqM/7UPJZN704gfV01BIJULEpl+oPahuH56pmcemMgce8VoqTFkfekkTenrMKrGHl6y3JyX21G6PBT+FgChT+8de5Ehhti1NGDv0re02bWTXqFqlAk3/nwIXJWNSD4/JQsTWb5kh08YD/DVwoX07o6CcfHecjZSeQ/aubF6X+jn6GOJ/MfxLsmgaht+RAVScmiGO6+9zDPOg+wuT2HX+6+h8x3AuhOF6LmplJyn525s45opq+dUMH6URjRu8pQvR14x2RRPkfkkQkHeCLyGHWynp9U3M2lPdkk7fKiP1sMZhPeEalUTpYYM+4yz8XvIFUnc8jv4IWSGdQcTiDucAjr6QqUFhdibDTuIfHUjZAIH9bII+lHmG29hEPSION7rhF8WDwQ+Xw4URcUwi67ECrqNLBgsUBCDO0Z4bgyNfVSZFoLY+PKuDP8MgMNNSToBCQE3EqICtnIRX8ip9tTuOCKp6IpAn+jGUOThKlJwNiiYmqVMbSG0LkDiO1+hA4/+PwaFAiGNBWTqoKi9Nx8KD37rYUroEHQ1EroO2GEyYhqNqJYjYTsBgLhOnzhEv5IAb9Dxe+UMUT5SHG20D+ihiHWcvoZq0iW/NhFHTIq1SGVc4F4PmvL4WBNOi2lkZpqqSiEtbgzRrPz56Mmx9LWJ4Km/iLSgFbmZZzj/ogTXbBxs6cvb5aMofWkk9gTMvbTNZqKJDKC9iHJ1I7VET+2mufSdzDO2ExZSOK3tdM5dLAfSXtlLCfKoMNHaGAGFdMs5E4p4r9TPiJWCvJqyyjePDCBlI8VLEe0xIfGqal45rV1wYTfNk7go21jSH/fjZBXRmhIFkULDXx32mbusebz28YJbPlgLOnv1ENTC02zcjA/XMOruW9zMRDLN3c9SM7qDqSCSprn5BK+vJKXs9az0T2Y1etnkP5WBarJSP7KaH41720SdS0s+fRJcv/UgVjZwI7aP98y84IxLUmN+/4z2ub7hlBB6AkRelMqKFc/z/6/QYWu1345qAC9KRj+P4AF+LtwQRu6yTrxZqDhy9ZN/BN6jaK8EUS49rl/BkjoNq52fb9rxv4eTBCFLlhwU5jQTZlws3jIXn0QpF4UC92VC9cChV5hAiCplK+8DRRu1+26XT3r3xooxPSLUhMn/oDY9/LxD0qj9mkfG4e/xoGOLH777jwy36gBVaV4WSKPL9jOA2Fn+WrxAurfSMO5JR81IZqChyN5bs5H3G3L47+qZ3HynYEkbaoAf4C6ORnYF1fz5+x1eFUdT118CHWjk5jtJaiKQsvUjB5QYbVrCK/sn0LKls4FoNGAa0Ia1TNlvj56D0vDz1ErS/y8ajYn9+eStDeoGfQFQ4T6p1MzwYrujmaeyd3DbGsJPlVlY9sgVl0eh3QsjNjjPgwXK1Fb2xCjHHT0T6BhsAHv4A5m5F5ioeMYgw0eAC4GTXzUOoxPyvvgzo8kIh8iCq+5O280IkRFEkyIxJNkwpMk0p6oIMV3kB7TxKDIKgZaKsgx1BErdXRt4BUUfKqMV1VplvU0KRaaZBsNoTBaQlZaghbaQmbcISPekIGALBFUJGTl6oe2JCroRRmDJGPRBbB3pkJE6r1E6tqJ1rURJXmIEr04pCAWQcAkSIiIXYCjTtYUFOe8yZxtSaSkPgq5xoy1SsRWqWCr9KGvbkFtakHx+3uqNLKMuHLAmu1iZuol5oafpJ/eB8CZgI0NzaP4JL8v5tNmos8EMF+sQWlsQggPI9AvibqRJuRRbazsc4gHws5iEQS2tqfyYt40QgcdxB9oR3ehBPQ6fEPTqZxqYNideXw/cStxksza1oG8dHQKCdslIg6UovoDXRvOJyfuYXnEaU76HXzz1EIi3rcSubsYQRRpmJGO+kATL/dfi0UI8dWCJbjXJxD7cTEYDVTOT2bwwvP8PHErWzy5vPDxXLLXuhCq6mmck0PM8lL+nPEuG9sG8dq7M8lYUwVA0fIEnl3wIRPMhSw4+TixfzRhPFtK3fwcxj5+kr+MePuWWSDYopLV8czCMzEbnmrgzT5v8VrzOD5eM56kdUUocVHkrbTz0sw3SZRaefDzFcSuMmM+kk/H6GyqHg2yZvRf0Qsyj5xaTuRam6b8SEukaHE4j87ew8rIk6xtHcifPrmLzHc7kM4Xo/ZJo3i+jXkzNKhwMRjOs+cWot8cQewnV4FR2SwDsyef4JvRe1GA/62fxo4DQ0jeKWM5XgyBIKEB6VRNtBJ2Zx3fydrBRFM91bLAa00T+PDUEKIO64k+3gIlVQiCgJqRROOwcJqGKwwZWMyy+MOMM9WhR+Bc0MKmlhFsL+qLcNFO5CWFsHw3YoUm5RcMBkSng0CKg9Y0E+40AV+an7SkRsY6SxhlKyZXX0+cRA+AVxEKIz8QR0FHLAXuGCrawmltsyK36tG3SejcAnoP6L0qug4VnU9F8qmIQQUpoCCE1B6bpu6LZ1UnIBs0/xXZJBAyCoQsAkGLQMgKwTCVYJiMFB4kPKyd5LBWMm0N5FpqyTHUkqxr6wFEa2XIC8ZwzJPB4cZ0SiudmEqN2EtVwkt9GMo7ky0CAa21ITmOthw7LX1FlL4eZmRe4gHHcQbqvQRROeSLZU3NWE6fyyDqc5GoU22IRRXaBio9kYaRkTSNDTJv6GkejzpAgqSyzxfDrwpn0LY/lsT9XnTnNPWLd2QGldMk7rrzNN+K2YUIvNgwma2fDid1qxZFKoSHUT89Gf9cFy8O3EA/fSu/axrP+9vHkrHJg3C5FHlABkULzDx91ycsDT/HqpZhvLF1CpnrryrvWh728ObQ1QRViWVHHyPxDT3mowV0jMmhdoWPdSNWUSWH8/Xtj5C7yo1Y20TlkkzmLPuMxx2HWJ63FOXPMdj2FeC6K5ej65+7ZeYFY3qSGveD/9AMEWUBQkJPiNDNT4FuAKG7nwI9IMMXhwrX+ytcBQ2aIqd3qNDVqvBFoALcXK1At9ddecyXAAvdx659DF8IMGjD///Wjr3CA+2JnufdAcK1z/doe/gSIOHK8dr2hs7xHuCgt7FeYEJX60QvMOHaaMj/E0zo1uZwxS/hC/kmXGl1uOKfIKqgUylf/t1bZl64DRRu1+3619S/NVAYNEivmn/zLYwvObAcLaJ5Vg5JTxby29QP+HXdVA6+oaU7qPFO8lba+e2Mt8nWN7D0zHJsb4Rj33tZ6yd/2MALU9YzzFjNM6UPULkunfjNZSAI1NyTQsyCcv6QuQGXYuCp8w8hborSoEJIxjUlk8Z7O/j1iPcYb6rjHXcfXjg8g6SPJewHikGR8Y7KpGKGxD0TTvCM81MkAV5tHsvbR8cQv1ci8ogmeRUS42gaE0v9HTJzhp/hieh9pOpUzgTMvFo7iYNncnAek3CeakUorkQNhRASYvH0j6ZxoA55oIdZWReZH3mCfvp2JASKQzp2efqzraY/ZUUx2Ip0RBTLWEs8SDWNKG1uVFlGNJsQIiMIxkXQEWfCEy/REQv+2BCW6HaSI13khNWTba4n1dBAos6FQwxgFQWMgtiVB989Fi6oqshAsHNtJHfzjJZQO6PhtLg4vSD0iIkDCCLjVxXaFZVmxUBVKIKyQDQFHTHkt8VQ0RKBt8HaKcEGW62MucaHvtaF2uJC6fAhSBJimB053kl7mg1XpoQnM0RyRgNzEs4z2XaRbF0QGZWLQSubWkawrbAf0jkbznMhbBcaUKvrEHQ6bdM2NJzGkTJ3DMnnibhPGWzooCwksKpxAps/H6J5XxypQ62qRYyOomVsIjWTZZaMOspXog4hq/D7xklsPjCC5B0ylmNFIEq4J2RQOVvmuXE7WGS/zGe+WL79+XycH1iI2F2EoJNomJGOfH8TfxnwNhFigG8UL6Dm3TQSPioDWaZ2bjrxS0p5Kf1dzgTi+ObuB8l+K4DuQgnuyX3wPNrK2sGrKQhG8+yOh8h53YNY3UDN/Vncsfxzvh27m2fL7qXi1WyitubhHZ2J72stbBjwBunJtbfMAsGUmajekfI0+ouV1CzIZsqKI3zNuZ+nixfS8moKkdvz8A/LoPKJIH8btYoG2c5Tu5eR/UYA3eVyWqflEHikhTcGvEmtbOOJw8tIWavDfCgPuU8qhYutfGPGNhaFXWRVyzD+umMKme+1I14oQe2TRsm9NmbNPM5z0Z9SFrLwrcsLCWyOJm5nLWpNPfKgLCpmWOk/NZ8fJW8hWgyxpnUoLx+fSOzuqxJ4ITmB+vHRNN/p55EhR1gWcQy7KLDLm8RLJZNpOhpH3LEg1jPVV2FX3yQahppwD/ExtU8ei51HGGxoA+B8wM5m1xC2l/YlmBdGRB5EFHjRlzeiNLeAoiDY7RDjwJsShjtZhycZAkkBEuNbGBJVxQh7CX0MNSToOggXJfRIBJFxKzKNsp5aOYyqYCSVAQd1gTBqO+w0+6y0dpjo8OsJ+nUoAQmCorapk9ESWOeLsQAAIABJREFUXzqBgiqqWiKMpIJeQTTI6I0hzMYg4WYfDlM7cWY3sYY2kgzNJOpbiJPacEpB7N3+Pq2KTHXIzOVAPCc9qZxsTKa6NhJ9hQFbBdgrQljK26C+GdXtBlFEdEQSTHHiyrbgygV9bhvT0/K4N+IkAwxuAM4EwljfOIbdl3OxnzYRfcqH8XKVZoTrjKJ9UAJ1o/REjK7jaxmfMsNSjltRWeMaxZtnxuDYZyTmkOaNI8Y4abojgbqpIb4ych/Lwk/RrEj8uPJuzu3KJXlHO9LZQoT4GGqnx2G4p4H/7bOBDJ2XXzVMYuuOkWS8r8EEpX86xfOtLJ+pwa532vrxux2zyFrfjnS5jI5xuZQ/FOLVcWuIkzwsv7AM/ZtRhO/MQ85NJn+5kb9MXUOc1MaiY4+T9Koe48liXDNyiXiynD9lbOCPjXey569jiN9QQLBfEuVflSlc+KNbZl4wpiepcT/6OshCp4+C0OWnIIauqhQ0eHBVqYB6PVS4Chdu4qmg9jzvVanQC1ToAg/doUL3FogrvgpcGfs/qBW6Hf8uWLjy+it1M7gA1wOGG133z67eoMK1AOHa63qDCN3HvwhIuHL8B1QJwA39ErraGK6Agn8EJlzb9nCNZ8K1EKHr2K3VQZHULrCgiqDouvkmSKoWlSqpCJJK2SPfu2XmhdtA4Xbdrn9N/VsDhayBFnX15niW7nqS3L94kepbKFuaxuKH9vBQ+AmW5y0luCqO8J3aBqJshczfxr6GT9Wz/OBy0laLGE8W4huVTdkymVfHriFBcvNk3kP41sXh3FaEYDZRNTeJlPuLeTFtIw2ymacvLNGgwidlqH4/bZOyqJkX4PmRm5ltLWOHN4XnP78H58cmovZVoLa5CQ7KoGK6hX6TC/hB8sek6oJsaU/nNxemo98XTvx+FxSUIVgs+AanUDPOSMRYbVE63VJOQFXZ0Z7FayXjaTkZTcxJBfs5bbOLKCIkx9PWL5Km/hJqfzd3ZVzm7ojTDDG6MAoi1SGVo740tjcN4GR5MpRYsJdCWFkQc6UbGls0B3dZ1u5YhmmmZgGnlY5oPR1OEV8UBBwKamQAe3gHcXY3CdZW4o2txBjaiNa5iZDasYu+bvFwynXxcNAJGFQ64+FEfKpEu2rArZhwyVYaQnbqA2HU+MOpbg+n1m3H3WpGaDF0xsOBuVHB3BDE0NiO2NSmwZFAQDN0tNvAGUlHkp22VD3uNCDdy7CUCmZGnWe0qZQEnYBfVTjtj2CLawifFPdBuGgn6rxM2MUW1IoabZOVEIt7oBYPFzmsgcfSDzHbmo9BENjpTeGPxZNwHYkl/qAf05lyVK9XM92cEEFwUiv/2X8nd1tLKAvp+Z+KOVzcm03yTk3iLoTZaZqYTOMcHz8atqXr9+dHx+YS95GB8L2FCEYjDdNTke9v4k/91xEtdfCt0vsp2ZRJ0oeVqB0+GmdlYlhcx2t91lIn21h55BGS10iYjxbgH5ZF6XKF18e9iUX089Dhx0l5XcJ4spjWaTnoH69jde5a3m4dwfq3p5C6thQ5JpK8r1hYO/0VmmQb92WdvWUWCNkDzWpo5c/IfbkRIRiiYGU8P5z/LkNMlSw89jiJrxi6NkvGFTWsynmb3d4cfvPhPLLfaob6ZurnZuF8qJy/ZL7DSX8Cz326iKy3Q+hPFREclEHRYiPfnbqZe20F/KV5JGu3TyTj/U6okJtK6Vw7U2ad4ruxu2iQtTjQpm2JJG3XNpNkpVA5PZLI6TX8JOtDBhjc7PIm8fNLM6+aeBaWI4bZ8QxPoXq8RN+xJTyTtJNhBjcVsshfm8bz0bnBhB8zEnOysx2nw4cYG017vxgaBukJDvYwM0u7u95P3w5AXtDMtrbB7KjsS3OBg7BCkYiiIOYyF9Q3oXjaNRAXHoYSE0lHgg1Pog5vvEBHfAhLbDuZzib6htXS11xNhqGeOKmdCBGMnVAQwKfK+FQVryrgVvRd72+fYqBdMeBTDQRVCaVbHp0oKOgFGZMQwCoGMImBrvnELgaxCCqmTrUSgIyKX1VwKVArWykOxHCpI4FLbXEUNUbhrbdirtZhqVGxVYUwV3sQ61tQWts0kGqzQkwUHakRuDL1tGUpOLKbmZF0iVlhZ8jVdwB0wcatBf3Qn7URfSaI9WI9Sl0DgtmEnJlI/Qg7raP8zB14hseiPiNZUjgZsPP7yulcOpxOwmcyts/LUdrckJXSZcr7/b7bmWap5HzAzo8K59GyM56kndr/v5CaSNUMJ47ZVbyQ9S7RUoBf1k1jz7ahpH2ktTko/dMpvs/K0pn7eMpxnA882fxyzz1krvOjP1tMcGgmhQ/q+NXkDYw0VmkGjWtTifmoEGIcFD7s4Nm5HzHdmsfKbmkP/qEZVD4Z5N3Rr3Lal8TPNi0ge1UNql5H3pNO/jD3DeZmnr9l5gVjRqIa/99fRw0JPaDCTf0Urmt16Hm8AhV6qBf+L1BBpdOcUYMBV9ojroMKX1atQLfr4B8DC9c+vhFc6O286zX/BM+Ev1e9wQO4HjT8PYjQ/fE/ABKAf0iVcB1M6K5YkLoZM/YCE3r1TLj2vJsKoauV4kZtDtcoEXptdegOE3QqgqRQuvQHt8y8cBso3K7b9a+pf2ugYMpMVA/t0RzJX3znXjJWV6BazeStdPDru7XYuyVHV5L8qh7jqWLapuQQWtHE6n5ruBiI4z93LiH7TS9SfjnuyX1oXuph9bA3MKCw4vzD6Nc7cOwoQLDbqJyXSOb8An6T+j5NipGvXXwQ5X0nsdvLUTs6aB+XRflclefu2M4i+2VO+B185/x8pO0RxO2u0zb+mclUT3FgmNbID3K3MtFUz7mghV+Xz6LgYBoJ+4OYT3caMKYl0TDKQePYELOGnuNR5wFy9SHKQgLrW0axMW8IhlM2ok8HsFyu0xa2BgMkx9PWN4LmvhKBvl4mZBRxt+MMI03VODpj0fKCYezz9GF/QxbF5TGYyg1YK1TsVSFMNR7Extarm3NB0FzTrVbUMCuhCAuBCAP+iM54uDCBoE0lZFWRrQqCOYTeFMJkDGI2BDHpQuglGX0v8XBBRSIoS/hCOi0arvMOpurVIbWL6NoF9B4BfZuqxcO5ZAyuADqXF6GtHbW9XXOZV9WrEMQZji/ehjtRR3uygC8lQFpyA5NiCphou0yuvg27qKNZCXHcl8CW5sEcKM7EcMmC45JM2CUXVNRo0ufYaLx9YmkYYiAw1MMDuadZHHmMVJ1KXlDHG40T2HZqIM4jOqKPNqOWViLYrHQMSaH6Tj3Zd5Ty7ZRtDNR72eeL4X/yZhPY5SRhb+dmISGW2qmxhGa6+PWATYwwNmsKl4MzSd7SacJmNlM3IwXhvib+1P9tokQ/3ym/l4JNOSR9WI3a5u7h9xFA5LFTjxL5lg373svIOSkULLPwy7vWM8RYzSMXlyG97iRsdz6BIemUPyGzbsxrVIQcfGvzUnJXNSO0d1D8aDLPLPqQMeZiFh55gqLF/3XLLBAGDtKrC/42kw1vTiH57SJCKTHkP2Vg7cTXcCtmvrrjUXJfcyPUNFJzfxZDlmlmiy83j+X9dyaQtr4KgiGq5qcyaInWPrKjPYv/2TmPrHU+dBdKCAzPomiRjucnfcBsawl/aR7JW59MJGOTF+l8MWQmU3ZPBMNmXeTHiVvwqRLPV9zDxR05pGxvQ7hUghAfQ/3kODzTPXx/0DZmW8soDJr4ecUc8vank7gvgOl0qRafmptK7bgwvOM8rOh/mIVhp7CLAp/5Ynm5YiKFJ5OJPgmRp5uvgrDEONwDnDQOkFAHuJmZeYl7Ik4x2NCGXhApCwnsa89lW31/LpXGYy4yElaiYC/zYajq1ip0BdA5wgnG2PDGGvHGiHREgz86hN7hIy7STYq9hTRLEynGJhL1zUSJ7YSLfqyigkkQ0KOpkIAuFdLNSum8zRpUFYKo+FSVdkWkVTHSpFipCjoo90dR6o2i3B1JbYudYLMJY6OEuV7AUq9gqfOjr/dAc2sXML3S6hVIjMSdaqItXaQj00/ftBpmxVxgojWPVJ2msjofsPOBa5jWLnLejvO8jP1CE2plTRfIbRnsoGE4ZA2r4CvJ+xhvqsOtqGx0D2bVhTswH7QRd6gNIa8MwWjAPziNykkGcu8s4fvJH5Ol97HDm8LPzs7G+omNmL2akkXtk0b5zHD6zCjgpykfYRJknq+6m5Pb+pG62QVFFcgDMii5z8LSGRpM2Nqezo8/vZfMd0IYPi8k1D+dwsVmfnDXB8ywFvL9qtmcXTeAxE1loJMoXZLEvIWf8dWoQzxfPZOTawYR/95VVd9LM98kQvRqSTB/CaArr6fiwUwWPqpB+6yUW0e5ZMxIVON/8jVUWYCQqEGFm/kpKPRu0ngNZOgtTvIfgQpXlQlcnwDxRX0V4O8nQcCXAwu9PHfd4+uiI3tZH37ZNWN3+HAjSHCj+kK+CV8MIsCXAAmdx5smOPQY4+/7JVyBB1daHcQr1/7jMOG6eMhrgUI3ZYIqqTdIeOjpm4BOQZBURJ1CyZIf3jLzwm2gcLtu17+m/q2Bgi0yWR353kJWZf+N/62fyuFVw4jdVEgoJ5GirwisG/8qDbKdr32yjNzX2xHLammYm0PiI8X8If09Nnv68rvNd5P1NxdCZR2u6Tn4H2pm9cA1+FSJx88sw7o+XHPW74QKqfcV80Lae7gVPd/MX4T7w3gStlWhtrjwjciidK6Ohyd+xlcij1IhG/lB8XxqdiaTtLMzYzw6isYJidRPCfD48M9YFvE5QRXecI1mzckxOA8YiD7SpG1OrVb8A1OoHW1EGt3CY9mHmWc7T4QociZg462Gcey9nIv9jBHnWT+m/DqUhkYNLMTH0J7joLmPDk9OkJyMGmbFnWeCJZ9UXRC9INIsy5wLxHDEk8XhxnTKqqPQVRuxVAvYamTMdQH0jR4Elxu13YsaCGib985IR8FkArMJ1WJCsRiQLTpCZl1nz7N4NR5O6kbDO+vKXR1BvhoPp/MrSD4VXUcIyRtC9AYQvD7o8HW6x2vRlILQ6e5utaBG2Ak6bXTEGvDES3gTVEIJflITmhjlLOMOWz79DfU4JakzEk/PAW8O2+v6k1eUgC1fj+NyCGt+M9TUayAh2okvO5bGQUbcQ/xM7pPHw9GHGGzw4FIUPvQM4K8FY5GPRhJ31I/xQgWq24OQlkTDmCgaJwRYNuwIj0YcRS/AGtdwVp0cT/RuA84DVZqHRZ80KqeHEz+9gv/J2ESy5OflltG8tW88aR+FMJ0oRIiMoGZmApZ5dfw+dz12Mci3S+dT8kGmFmPq9uCalk374lZeG7wGkyCz4vwydG87iPwkHzUxhsKHIvnGPVu4x3aJ/yi5n6o3M4j+KB8lNY68FVb+eNcaoiU3Sw4+QcbLKvq8KurmZzF25Um+FbObJwqX0PHnBA5vvHVypZ19nerRT/R8q+w+al7OJHJbHt5xWbi/0sq6QavZ4enHnzbOIfPNalAUSpck8cDifTweeZTnq2fy+duDSNxUCgY9ZYsSmfLAcb4Xs5eN7v78fvssMt/RZOT+EdkUL5S6oMKqlmG8vmsyGe/70Z0uREiOp2KOk+TZpfwyfRN2IcT/1k9lx+5hpO7wYzhVhGA203pHKlXTVJaNPciKyKPIKrzWPI51J0YTs19H1GEtSlSMctA2IpHaMSLZo8p4OnkP44zNXb+TbxaOwXfKQfSpq606SBJCUhzuvg6a+kkE+nmZmFHIPVGnGWasxdEJ184FnOxsHcDBmgyayiKxlknYyxVsFT50da3Q0qrNAaqqbcjtNtRwG0GHBb/TQEekZowYiFAJhKuoYUFMtgDh1g4iTB04jF4iDB3YdT7skg+LGMAoBtELMgYh1PV/F1B1BFUJv6LHqxhwyybcIROugJlmvwWXz0xruxmfx4DQpsfQKmBwaYaQ5hYZY2MAfbMXodWD6vZoQEQQEKwWiAwnFBuOJ9mEO0WkPVUmKrWFO+KLmRJ2kSHG+q6fx0l/HJubhrCvOAvDRQtRF2Xsl5pRK2tBlrtazRqG6DANa+aRrCNdc/NRfyR/rJxC3rE04g4rhJ2oQmlqRkiIpXlMLHUTZZaMOMrjjkNIAloizOE7SNwlEH6wDLWjg8DQTMpmGJkxVXsfulUd3y+9j7Kt6SR/3IRaXk1oSBbF9xlZMW0vKyNPdsGEjHdljMcLkPukUrTIyjMzt/GA/QK/qJ/Mno0jSX2nCgJBquanMfyhs/w4YTuvt4xiw/pJpK2rBFGk6JEEnn7gY2bYLrLk7HJsr0RgPVhAy6xcYp8s4cW09/hJzSzWjF59y8wLpsxENeFnT6OEBFRZvKb1gRsoFXr6K/zToYKqdrVVXB3vBhW6j9+oBeJmagV6jsFNwEL387+nWrjZ4+7fr3t90TXjza67kUfCF7nuWuPGG7U83EiNcOXxTYwae2tvAL68KqE388VuMKHrKHUDDv9smHCtOuEamNDVmtbV6qAg6lREUbmlbkDcBgq363b9a+rfGiiE66PVtCe/z5QVR/iqcz8r8pYivxyLfW8+nonZBJ5oZk3/N9nTnsOL788lc00DgsdL5YI0xjx4iv+K28nrLaNY98EkMv5WD82tNM3KQv9gHa/0eRu3YmDl6WWEbbB3QYWqexKJu7eMFzPeJYjIt4vvp2ZzKolb61Gr65AHZVI6x8zEqWf5btwOZAR+VTOD/Z8OJGVnAOPJYpBEOkZkUDlJx/AJeTybsIMMXYDPfLH8tng6DYfiiT8cwHy2AqXNjZAUj2toNPUjtbtgjyV9xiRzNQBHfNH8rX4MRy9mEnZej/O8H1NhPUpDEwgCYowTX7oTV7aB1iwwZbZxR1Ixk8MvM9hYRZwEoiDQKMsUBKM46U3jhCuF/MYY2uusmOp0mBq09gJTUxBDiw+xrQPB49XUAYGAFuV2ZeEhCNomRpJAkuBKbFz3D2IAVdVeI3fGSsqy5gDf2/cyGBBMRlSbBSXMTCDShC+qsw0jGnyxIayx7eQ46xkRUc4wSynZ+iackoSiqtTKcMafyN7WPhyszMBXFEZ4IUQUBDCVNGqRbaqKGB2FLyuGxgFG2gYEGd2viAdjjjDG1ADApx0J/LVyPIUnk4k5DhGnOpM37DZ8A5OpucNI9Lgans3YyXhTHWUhPb+pnsnnB3JJ+jSE+UQxyAr+YRmUTzdw56RzfCd+BxIqv6ydwb7dg0jd2oHuTBFCQixVs2KIu6ec32RuRI/CN4sXUPtBKombO2HC1GzaFrl5ZchbRIh+nrz8EIF1sTi3FoIjnJIlMSy+71NWRB7jp7XTObJuqBaRaLNQtCya/7hvC9Otl1l24REMrzqw7SvAPSkH4Sv1rO7zFi83TWDX62OJfyePHQ2v3DILBHN8svrfu/sz23aeRSdXEvsnE8YzpTTenUPaynxeSPmQ3zZMYu+aUSRt6IzSXBbFt+Z+xAxrHl8vWUDtW2nEbCmCiDBKFsVw332f8fWoQ1qE49a7yNzgRswv74IK35u4hXttBaxtHcgfP51O+vshjMcLICaKmhnxWO6p5Rc5m8jWeVjtGs5rhyaStEPAfqgEAkECQ9KpmGak/4RCvpu8lQxdgD0dCfwmfwYdB5zEH/Siv1AGsoySnUzd6HBax/i4r/9pHnYcJl2vUBIUebtlDB/mDcJwxorzTBDrZU2WjyQhJMTSnu2gua8OT58A/TOrmBVzngmWApIlbbdRIYuc9iWxz9WHE7XJuKvCMFdK2KpUrLVBjLUexGY3qsdzVR2k0yGYTRrgs1mQ7UaCNj1Bu46gVSBoFQiZBUJmUAwgG1VUXbceXLH7nc5uPe0hkPwCYgB0HaDrUNG3q+i9Kvq2EHpPEMnt1+aidi9qh0/zlbmiqrLZUBx2/DFW2hMMeBIFOpJk7IltjIirYGLEZYaYKnv82w95M9lSP4gLRYnYLhtwXAphLWjW4IwsI8Y4ae8bS+NgPYHB7czLPcviyKNk6WXKQgJvNY/lvfNDCT9iIvZYG2J+OUgSoX6pVI+3YJ7QyH/m7GCKuZrikIFfV87i3P5sknf5MZwuAYMe97h0KmeorBi3nxURJygOWfh2/gN4t8QRv6MW6hrxj8ym5F4dX5u8k6Xh5/jAk80v9t1NxgYZ44kClJwUihbaWTlrF8vCT/FS0zje/2A86evrwdVG/d2ZxCwt408ZG9h5pd1nTRNCSxuVCzOYvOwYz0Z/yrcr5lL8Wi7OLVeNjzcMX8VWzwDeeHsGl3/+7C0zL5gyE9Wknz+FLIuosoDapVIQEEJCl5/CdRBB6SX54TrPBHokP1wHFdSeRo10P+8OFbpgAD0SIL50CwT0BAvXjME/BhbgBnDh2vNePRW+xJqxt9d/UZgAvac+3AggdDtXe1MtXHv8IiCh+/h1Y3zxFocr114TC3ktTFA7/4werQpC7zDhukSHG7Y5gCrewISxW0Sk1uqgqRMkSUGUFAoW3Dox07eBwu26Xf+a+vcGCuZ4dVz8gxSuSOR7C95jiLGCBYefJO0VAf2FchruySF9hbaBeLlpHB+tH0/q38q1yMglCcxfcICvOA7zYsOdbN84htR3axA83h7pDs2KiSdPP3wVKtis1MxKJHx+NS9mbcAihvhhxVwubM0l5WNNyk52KhUzI0iZUcpP0z4gQQpom4hjE4jfqSPyYIXWw5uVQs2kcNSJLTzXZyezrWU0yAJvtIxjw6kRmpP7MRcUVyJIIkpWMg3D7TQPDzFhYB6PxBxksKGNoKpy1B/H+vpRHL2cgf2CAcelIJaCRtS6RggGEcLDUJKi8aRrxoTt6SFiU5q5I7aYcfZC+hlqiZNAL4i4lRDVsoGCQCznO5K42BZHSUsUrmYrUpMeQ4uIsRUMrSpGt4zeLSN5Q0jeAIIviBDQIuIIhbTMeEXulFZ2kzAKovbBLEpaVr1OB3odqkGPatIjdyoegnYJv10iEC7gD4dApIIcFSTC0U56ZBP9wmoZYK4k21BHghTALuoIqgq1MlwMxHHIncWh+nRqy6KwluiIKJKxlXgQKxtQW9tAr0eIdeLNdtLcV4+7f4CRuSUsijnOOFM1ekHgTCCMN+vv4MC5XByf64j+3I1YWKH92zKSaBgZQdO4IA8M+ZzHHAeJllS2tqfywuXpCPsiif+0FaGwHDE8jJY7kqmZJvP46P0sj/icatnAf5XeS9knaaRs03w0yEqhfHYk/efk8bPkj/AqOr5ZuBDX+4kkbK1E9bTjmpZN20INJjhEX8+0B4uZ0kUJzHxAi4d8rWU0726YqEVHBkOUPZjCnMWHeDrqM54rn0fJX3OI/iifYN8USp5S2Tj2FU77k/nFxvvJer0a1aBnx+Vf3jILhHBzvOr45XP84Z43MAlBVn6ygj6veBAbXJQvSWPe0gM84TjMf5TcT/XqDJxb8lHSE8hbbuaFaevpZ6hl5eWlyG/F4NiejxofQ/HiSB6eu5cVESdY7RrO6q1TyNyoQYXA8CyK79fzzcnbWRR2UdvcfTaH1A/AcqgQwWalYWoynrvd/HzwB4w31bHDm8JPTs8hbIeVmE+1qEEyk6mZ5ECe7OK7/XYww1JOtSzxUt1Udh8fQOxBgcjjWvuUGB6Gd3AytaP0mEc0sSLrELOtl4gQRc4FLbzdOJZdeX2wnDXjPBfEklevgTPQIGOGk5ZsA605KuFZLdyZWMSUsIsMNNTj6FTzVMsSp31JHHNncqopkeqaSPS1Bsy1WjuBuSGIocmH5PKgeryoPh8Egxpk6AYDMei1yEeDHlWv6/yStEx1UdCMyDpLkBVtwyKrCEEZIRhCCIYgENSiJwPBHhBTEATtPWwyIdgsyBE2gg4T3hi91pYRpxKMC5AQ38LQqCpG2YsYYqokQZJ7qLT2tPVjf1UmrYWRhBcIROYHMBU39viZeXNjaBygxzu4g2m5l3nIeZiBei8uRWFre19eLxxHx4koYo8HsZ6t0mI942JoGRVH7XiVqSPP8/XY3SRIMju8Kfzq0l09/TJio6mfGE/rjHZ+OGQrs61lfOaL5ftn7sX6sZ2YXRWonna8Y7Mouxe+M34r8+35vNPWjxc/nUnGxiCGzwtRspMpWhDG8tl7WB7xOa+7RvDWR5PJWN+CUFNP88wcpIfrWdVnLRcDcTy3azG5qzsQS6ppnJND3GMl/DF9I682j+XDtRNIWVeKEh3B5SdtrLrrdYKqTouVfaWJHRd/ccvMC+asBDXpF0+hyCKKrKkUuvwUlJ4mjX8v+eFLQ4UryoMuoNDtvLsKQe4JFXrzVfjSagX4+2CBa6+/iSKhN7hw7bW9nd9o7GZ1TZzsF6ov0u7QWztD9/He4MONPBLgxiCh2/VfWJXQm19CN5igXjFL7FItdFcuXD1Xu51/WZigeSzcBCZcSXTo5psgSiqipKDTyVye/+NbZl64DRRu1+3619S/NVAwxyerkwwPoESFcfkpK6unvU67atAir15rQ2xspXJhGtOWHuGZ6P08Xz2L02sGkrCpCDUyjKKlTlbO+4QlYWf4ae10Dm0YSsp7VeDzUzcnHfsiDSq0KkaePLsU87vhOHYVI+j1XX3tv+u3nmSdl1/XTeWTXcNI29KBdLYIIdZJ7bQ4QjNd/Kz/h4wzNbCvI56fXJyDsDuS+H3NUFSB6HTgGpVAzUSYPuosT8fsJUGSOeqP4g9l0yg5nkzsUYWwUzWa87vdRrBPIvXDzLiH+pje5xJLoo4ywOAmqKqcDDjZ2DiSA0VZGC6ZicyTCStwI1Q1aG7mej1iVCSBJAfuVBPuVBFvSghnkothMRWMspfQ31hFkq4Du6gZn3kVmWZFoiIUQWnASZEvhjKvg2pPOM0eCz6PEdp1SB4RyScg+UDnAzEAYlBFDNFjIdX9g0/RgaIXUAwQMoFsAtmk+TFgC2Gy+XHYvCTYWkm1NJNpqifN0EiyzoVDlLF0/h3dikxlyMwFfyLH3OmcrE+msTJ6LduMAAAgAElEQVQCS7kOe1lnX3hlM0pTiwZY7HbUxGjasu205EgE+nUwIbOQB5zHGWZoRC8InA/YWdc0mp2X+2I/pTm6Gy5Voro9iDFO3EPiqB0jkT6ygqdT9jDO1EC1LPFywyS2Hx1M/H6BiKNVKI3N2mZxogN1ags/6vcxE801HPJF88ML89BtjyBuVy1qXSPywAxK77Fw17STfDt2NxUhC9+4uBj1/Shid5SjBoM0T8ugY0Erfx70Ng7Rx9cKF9P6TiKxW0rAZKT8/kTGLDjD8/E72NA2iFc+nEHm2kaEljaq52cyZNk5fpywjZcaJ/DJW2NJ2lCKEhVG3hPhvDTzTeyij0d2Pk7uy16kxlZKH07h8v/cOnciw/Ux6sgxz1DyNLw79hU+96Xy6433kbW6BlUSKXo0lm/N/5BJlgKWXXgE3V+jCNudT3BQGoWPiqy68w2iRC+PnVuG+a0IwvcUoCbFUrQ4gkfnaJu01a7hrN4+hYyNHqTLZQQHZVA838SKaXtZHvE5B3yJfP/4fGI/NBK+rxgUtSvJ49mxO1kUdpHLQSs/KryXxt0JJO3WeuzF8DBcY5Oonqxyz6hTPOXcR5Sksr09ld8XTMF3yEn8ER+G8xWoXi9CYhyuYdHUj4D0oVWsSPqMieaKLhC2vnEMewpyMJ83E3WhZ2uPEB6GkhxDW6aN1gwRb2aAtNQG7owp5A5rPtn6FhydKp9mRaEoGMkZXwpn2pLJb4mmsSEMsVGPsUnE1KxialExtIbQt2nKAdHrA38A1e/X4GIw1LmRUb5QdJwgCFrvtCAg6HWg0yEYjWA0oFhMmhIiTE8gXIcvUsDnEPBHKSjOIM7oNnIiGxgcVsFgUzmZ+hYcoogoCLQqMpcDkRxsz2F/fRalZdFYigyEFyuEFXmQKhtQXK09Wsea+uvoGNDBlOz8ruSMoKqyryOZ1yvHU3IqkZgTEHGyAbWqFsFiIdA/mZqxJkzjGnkmew8zrWU0yQKvNN3Jh0eHkbBXIOJwpQaXc1OpnBqGc2o1P8n6gD76dt5p68dvj0wncatE2P5iEAVaJ2ZQO9fPL0ZtYoKpitWu4VqbzSYf+rPFyH1SKb7fxvJZV39P39g6hcx1LoTyWlqn5dDxsIu/DlxDk2Jh5f5HyXxTxXCmhLapOYQea2JN/zf51JvNC+/PI2t1HYKsULg8nm8/8D7DTWUsPPIEaX8U0OVXsaP+L7fMvGDOSlBTf/0ksix2qRSUKyqFm5g08s+ACl0tD71ABbUXyHAjX4Uv0QIBcG0bhDb2BcBC9+M/Aheuvf5mY//s+gJA4R+CCN2ONwUJ3cevwIDO7/WPtjjcMMlBoHeY0PUc/yeYcNWwsXcTRjo9E66oE6ROoHBh3k9vmXnhNlC4XbfrX1P/1kAhul+UmnTnD4h9vxD/oBTqnvbxzrBVHPBm8buNc8l8owaA4mUJPP7Adu6zn+Xp4oU0vpmK8+NC1MRoCpaG8dzszcy25fH9yrs5924/kjZVQEimblYq9kXV/DF7Pe2qjqfOP4T0XhTROzXpcdPUdFrvbeeFoe8yzNDIatdwVu2fRMrHCpZjRQgGAy13plFzV4ivj97DkrCzVMsGflE5m7MHskn6NIjpZAmEQoT6pVE9wYrhjib+I2cvs60ltHcae/310jh0x+3EHvdhvFSF0uZGjHLg7RdH42ADHYM7uCvnEvc7jjPY0IYCXAzY+bh1MDvK+9CRH0F4AUQU+jGWNaN25q0LJiM4HQTjtL5iT6KIN1FBiveSEdPEwIhqBloqyDTUkyB5sYuau/oVZ3W3ouJSDDTJVhrkMJpDNhpDNlqCFtwhE+0hA96QAb+sI6SIyIqIogqIgookKuhEBaMUwqILYNUFsOt8ROq9OHUeHDoP0VIbUVI7EWIAe2c8pYSAT5VxKyrVsoWiQAznvMmccyVQXB+FXGPBUi1iq9T6v/W1rdDYjOrza60TTgf+VAeuTCOtOWDOcTEj5TJzws/Qz+BGRIuGe695JJ/k98V8xozzTADLxVqUpmbEMDv+vonUjTQRGunmsb6HeMB+BqsosLU9nT/kTyZwMIqEA+3oLpaCTodvSBqVUwwMmlDA95K2kiAFWNc2iJeOTSF+h47Iz8pRfT46RmZSNkfksYn7WBFxgjOBKJ49vYCwD2xE7SoBQegRHWkVQnytYDHuDQnEbi0DnUTlfckMXHiRnydtYasnlxe23kP22jaEqgYaZ2fhfFSTOb/vHsSr780k460aBEWl6JEEvr5gM5Ms+Sw6uZKYP5swnSmn7r4sRj9+ildGrL1lFgi2qGR1vDgb953ZSE/V8XruWl5tHs/2NeNIWl+MHBdF/kobv7vrLRJ1LpaeWEHc6ybMRwvpGJ1F1aN+Vo96A70gs/zkozjW2rB/mo+SlkDRoqt3fte2DeaVHdPJ2NiB7kIJcp9USubbmHfXEZ5xHuBiIJJvnVuAaXM4MbsrUVvb8A/PomyWntmTPueb0XsJIvC/ddPYfWAwSbtkLCdKIRggOCCd6gkWIibW8p+ZnzDeVEe1LPFqw0Q+Pj2IqCM6oo+3IJRWgyigZCbROCSMpuEyQweUsCz+MKONtV1g4f3mEXxSlIt0yUbkZYWwfDdiZT2q2331fZHioDXdiCdVwJ/mJzWxkbHOEkbZisnV1xMtqegFkf/H3ntHt3Gd6f+fGXSAAEGQIMHeqd5778UqLrIdW7asYtlO32w2ibPZFCdxsk7dbOKN11XFlqvcVSxZsmQVq/cusfcCdhAdmPv7YyiKpCVZzuabX3SO3nN0OJx7IVAENJj7uc/7PGGh4I5KVEZiKQy5KPQnUeRxUtNuo63NjGjXo22X0XkktF7QeQVav0AbEGiCAjmsoAkpSBHRw2SuuymZ0EpE9TKKTiZqkIgY1baJsEUiYoGwVRCxKUi2ELGxPlJs7eRZ3eSb6snX15Gubfvcz3sxnMihjhwONmVRWuVEX27AWiaILet1XbRaUdISaS+w0tJXJtqvg9m5F7nLcaSHImxd3ViOns4h/piGhOPtyMVVqmopO5XGkXE0joswf+gpHnPuIkUTZW8gid8Xz6Z1t4uU3T50Z0pBp8c3MouqGRqmTTrND1wfo0PwJ/c0Nu8aQebmMIZjJUi2GBpmpBFY2MYfB62nv76Fp5sm8t7WcWS/q0KtyIBsSu4x8ejsT1gae/yKkubNduSyGjxTC7qMh8NCw4pDy0ldY+h639c+HODVUS9RHbHzrx8/RMGqDjQ1TVTdl8Pspfv5WvyeK22FuwppnVnAwTe+f9NcF8z5ySL7D48RjcpEIjJKVNOpVJB6mjReI/mhe5zk51oaekGFHp4Kotdcpff5q0OFHr4Kl9UK0Z4tEDesVuDy+S9qebgOWIDrw4Xex1wFMlxlzt+1rgITRG+Fwxd4J1wvNvJzyoPOr9f2TuDLqRI6lQlX5vUGBp+HCVf8E7pDB3qc/5xnwlVgwuVIyN7xkJ+DCb1NGDUCWRNFq1WBgk4T5eTCX98014VbQOFW3ap/TP1TA4XBg3Ui/r//hdAzyVh3FdI2o4CYr1bxbN4bPNs8kY9eGU/6m2UocTYKV9j52fy3GWWs4JELSxBrErFvu4SSk8qlJRZ+NuddpphK+HHVQs6+1Y+09yshFKZ+XjbGe+t5pu9rKELiXy7dT8d7LpI/qkJ4fXgm5VF9Z5ifjdnIPEspm73ZPHlkPombDDh2VyB8foLDcqiYrWfi1DM87tqKVVZ4tW0Yzx2bRMIOAwn76hHVdchJTlpGJ1M3QTBx1Hm+kbSTProghRGdmihwaiBxh3U4T3ivRMQlJuDrm0TjYB3egQGmFBR27bIbJZnKqMweXz6b6gdxvjQFc5FedXIv86OraUZpblV37PV6pFgb0cRYAi4zHS4t/iQJf5KC7AzgcrSTE9tIgaWBbIObVG0LTo0XqxzFLKnu7Zfj4qIIFCEII4gKQef9F9Fub5nLMZIaQCOpDvCyJPX4O8JCwScEHkWDO2qhOhJHadDJJW8iJW0J1DXbUNxGTPUypnpBTF0EY50PTUMboq1dlUbrdMgOO+EUBx2ZJnUnNi9Ev+yaLkf3dI1CQChd6o7dhXmYT5tIOBVWEzQaGrui4dzDY2gZFea2wWdYnrCHfG2Yi2EDz9RPY+/hfrg+k4g7pErYpVQXjeOTaJwW4pHhqgGnR5H5Q91sdu8aRMbHqqeGZDTQPDWLhnlBfjpqE/MspWzxZvLzg7eT+oEO6+4iJIuZurlpmO6q53/6vI4sCb51cTG+t1wkbS4FvY7qO9Lpe98Fnkr7kD3+LH6+9R4K1nmRS6ppnVmAWO5mVb9XOBzI4Jeb7iF/dStySztVX8li7tJ9fM2xl68X30f7c+nYt1/CMzkf/TdrWV3wGtnpN4+buykvRYzJ+w7G4+U03JHHkEdO85PkLfyw8g7KXiwgYaPa3lHyGLw8QZVwP7xnBbmrFXSnyuiYkk/zUi9rh60mILSsPLKMxFdNxOy6iJKdRslXbCydr7Y/vO0ZwJ8+mUvuOyF0x4sROWmU3W5n7LzT/Cz5I9yKgR8W3UPzplRSP25EVNYiCjKonB1L+qxyfp71ITm6AOs9ffnT8ZnEfWLEubdB3eVOTlRN/CZHuWPEcR6N30OSRmFfwMnTFTMoP5xG0iEF24l6lLoGJLOJSEEa7qEWWoeEGTWghAeSDjLGUIdRkrkYNvCRZzAbKwbQdtFB7CWJuMJei2mLGeLjCKbZ8WTo6UiT8KdFiEtpY6CzluG2CvobqsnSteKQ6QKMPiVKqyLjVszUhOOoCcdRG4qlPmilMRBDW9BIR8BAMKQlHNKihOUri7juHyUSXTersk5Bp49g0EeIMQaJNQRIMHaQZPCQrG8jRddCiq4Fp+zDLiuYZU0XcGxWoCxs51wwlWPtGZxxJ9NSE4upSktMlcBaEcJQ3Qkbvb4esLEl36C2gvRpZkHGWW6znqKPLkhAKBwMunitfgyHz+ZgP6lei7WFNQivF9mVSPvQJOpHy2SOquKbGTuZaKynPiqzqmkC7x4dQeKeTpPN2gakVBfuiYm0zAjw3WHbudd6gbKInp+V3knltkzSt3UmQ6S5qJ7jxDG/mt/mvY1TDvKr2rns2zyYrA9bkUqqCA/LpXiRge/OVA0YX2odycubp5HzZjtyaRUdU/pQ/0CAVaPWYJQiLD+xnLi1McTsKiQ8OIviFTKrJq1GJ0VY+tlKcp4H3fkKGucXkPXoJX6b/gH/WTeH4y8MJvGDIgLDMmn8hvem2om05CeLvP96hHBUo6oUIjKKIl/fpFGBz8VJKjcOFborEnpDhR6gQfQ619tXoQs43KBaAb4cWOh+Hr5YtQDXjo28kdYHrgEb/sb6HDToepIbhAlfBBHgcy0Mnxv7ApDQdf4LVAk9IiGv4pfw+XaHbud6Q4PLEOIGYUKXZ0LX+I2ZMGq6wQSdNsrReTdPK9QtoHCrbtU/pv6pgULGQJv4cHMsXzn0KGnP6NCfraR+UR5DV5zmiZQt/EfVAi6s7kfi+0UoWS4urjDx51nryNI1s+zkcmLWxmLdeYlon3QKl5j4+cx3mGQqU6HC2/1Ie78a/AEaZ+cQuVfdFbZKYX5Yvojy93NI3VQPDY1d6Q4PT1V3ls+FY/nRhUWEP3KS/IkbUVEDeRnUTI9DP6ORn/bZyHijm2NBO0+VzqNuTyqpewLoT5V1mq5lUDfOim+cl6UDDrI49gixssSRoIMXaydx7FQu8Udl4k+2I5fVqmChu6HggDADCqq4K+k4400lpGglPEqUc6E4PvX0Y2ddPnVl8VjKtNjKO3fya1sRLW0Iv1+NQzMZkWxWoo4YggkmAvFa/PEyQYfqYyDsYcy2AAkxXhLNHlzGduJ1XhJ0HuwaH1bZj1EKY5TD6Imik6Jouq0cokiEhYYQGgKKjoDQ4VFMtEbNNIatNIUt1AVsNPisNHnNeNtMSK2d/g3NYGpSMDZFMDT60TR3INo9CH9AjcszmZDiYgkn2+lIN9KeKePNiuDKamKaq5Cp1vP017dglTXURxX2+HJ5r34YZy+lYTurI/5sEFOhamwpmYwoWck0DbHRNFxh+JBiHknew0hDM22K4PW2kbx8dgzm/RZc+z3IhaoJW2hQFjWTjCRNruZH2ZsZbmhlX8DJkxcXEPokgZQdndGRGSnUznCiu83NU33fpb+ujZdaR7Jq1xSyNkQxHiqExASq5yeRfkcpv896B4/Q8c2zDyKtj8e5tQRMRqruSKXfvSpM2BfI5Kfb7yFvXQDthQo80wroWNbG6sFrqYjE8Z3tS+izyo9cVkfDnXkULL/Ab9I38GTtHI6tGkzSu0WEBqRT+fUI68c8zz5fLt/st+umuUHoN9ggfP/2S/o8E0BT20zFg1nct2QHX4k9ysPnH4IXnNh2XMI3Ng/3Iz5eHb5K/b18soT8tUG0Fypon1GAZ0k7a4esoV0YePTwUpJeMxKzuxCR4aLkXjt3z/+Mb8fvY7M3j1/tWUjWu2A6cAmSnFTNTyRtoZruYJEi/KJmHoe2DSDjIzVWUnbGUz8tmY45VyIjz4Ut/Lp0ARW7M0j71I/uVBkA4YFZ1Ew0YRinqpfmmEsIA+961LSRyOE4ko6GMZ+tVdMErDGE81NoGmSiZUiUQf0quM91mPHGchwaDTURwT5/DhsahnCqNA1joUGV+5f60FY3o7S2qZDx8v8jVyy+FCMdyRr8LkEoKUxcooc8RyP9rHXkGurJ0jd2LeyNkoxOkrvAYkAoBAQEhIxPaAkILQGhIyy0hIQGpVuEpIyCXoqikyLq9UOKYJYiGCUFowRGSe4Cj2GhgsDLIKMslEBxMInzHhdFzQm0uK3o6nWYa9XUGnONqljqus7pdMj2WCKpDtqzzbTlyATygwzOrmJe4mkmmYpI0Uo0R6PsC2TyZt0oTp/PwH5KS8IpH7rCGrX9yRGHb0Ay9SP1aEepaTyLrGfQAVt9OTxdOJXAvgRS9vrRnel8TQdnUTXFRMaUCn6UtZmBeg+bvZn856nbiNkaQ9LOWhR3E9GBOVTcZmb0rLP8JOUjAkLDv5cuompDFmmbGqDejX9sAWV3wU8mb2CepYinm8bzzqYJ5KxX2xw6JudT/0CAF0a9jE0KsuLUMiyvxGL75BKRvhkULjPw5xnryNC28OCxh3G+aMZ8oAjPtAKUx9ys7vcKb7cN57VXZ5C5roxosoOL3zDy+tTnmJBdetNcF2IKXKLPf68kEpUJRzWdKoUr7Q8iKkNE6uanQE+lgvj7QoXP+yhAl1ljb8DQvQXi8phyg2oFus25GliA6ysTrgUXeh9/WT+F653/MnUts8brwYQviIy8KkToPX5VwEBPkNA5/kWqhB7Gi71aHHoDhC7zxaupFv5eMEHqqUzoggmygE7PhO4mjFqtgkZW0Guj6LURDsz53U1zXbgFFG7VrfrH1D81UDBkpIvXdyZglf08sm0lfZ/tQG5so+KBTO558FOW2A/xjaL7aX8pjbitlwj3z6ToYZnnJr2MXeNj+dEVJLxiJmZ3IZF+GRQ9aOTnM1So8NPqBZx8tz/p79dCWwetM3Jpu9fDX4a+QY62jV/W3sbBTYPI3KDuEEX7Z1E+z8KE2apzf1jIPFk9nxPb+5LxsQ/t6RKkWBstE9KonRFl6eh9LLcfRAFWt4zj1WNjcO7WkXCwEVFRg2yPxTs4lbqxOuJG1/PV7D3MNJegAfYEUllVNZHCU+k4TkrEn/aoYMHnR46zE8pOpKWvida+6i7bzLRLzLadpr+uDbOsoTEa5XTIxZ72AtWwsNKBqVKHpUoQUxvBWOdFbmpHeDyIQBBA3cEzm9SkhVgzEZuBkE1LyCoTipEIx0hEzBA1C6JGgWJQQK8g6RRkrYIsK8jd3NwVRercHZIRYRlCMnKw04PBJ6H1qVJpvUeg71DQt0XQtgeR23yqq7vPryoQQHV0t1pR4m0EXBY6krV40yT8aWGS0luYkFTCJNslBunrcMgyAaFwLhzLJ+0D2FrVl7aLDuwXJOIu+NGXNqC0tCKZTShZyTQPtNI0VJA/uJLlqfuYYqokCmz35fBC2USaDrpwHQxjOVmt9l1npNA4JgH35DAPDj/Iirj9yHTGgh4aT/InGuI+U+XvkUE5VMw2M3jGRZ5I24hOUvht7Rz2bhtE1iYvmnNliJw0yhfYGTn/DL9I2UxJJJbvnLwf63orcduLkawWKhalMGTROZ5M3cgefxZP7FhE/qshtOfK8U7Mx73Mx5oRq/EoRh7ZvZy8VQq6c+W0zC4g5pFqns17nXWto1n/2lQyX6tQPUm+FsOLs17Co5j43sYllP3rzSNt7jvYIJ58dyD//v6D5L/YAEJQ9HAS/3GXatz6wNGVJL1gxHSkhPap+YQebmbtgLUcC6bz0633UPCyF7mslrbp+QQeaualga/QLgw8duQhnK+bse4uRCQnUna3g1kLD/N44k4OBlJ4/NDdpLyjx7pHVZTUz05DWdjM7we8TR9dG2taR7JqzxQyNiuYD5UB4B2bTeUsidsnHOXbCZ9eea8cHkfiLh3xBzpNGBMTaB3pom6CxIiRhXwjeScD9R5qohpebRnLO+eHYj5qxnk8iPFirfoetsYQyU2meYCZ5oGCtL713Jl6kpkx57pUOefCsez09OeT2gLqyuKJKemEjBU+tHWtiNY29Rqg0SBbYxBxNjWmNVGPzykTSFB9C4QjRKzdR5LVQ7qllTRjC8n6VhK17dhlH1Y50AUGdNIVZZJ8lddPVTOpyqZwNxDhUYy0KmYaIjZqQ3aqAnFUeu3Ue6y0tZqRmvWqn0OjwOxWMDV0xt62tKN4OtS4R6MByR5LxGWnI8NMe6ZMR84V2DjDdpb+urYuddf2jv68Xz2EqgtJOM5IOM760BbXqiAhzk6gTzLuYQZ8I3zc3e8ED8YdIEUT5UzIyjO10zh6JB/XPrAf7vTASU6kaZyLhilhHhx5kJVx+1GApxun8uFnI0jfJrAcKAWh4BuTQ8U8mWUT97Ay7hAXw7H84Ow9yBscJH18RSFXsyjE78a8wxhjDb9rmMa2DaPIeqcZqbYBz+R8Gu73d8GElWcewrDOgf2TQpSsZC4ttfDknLcZbqhk2dll6Fc7sO0sxD8yh7pHgrw+8kVOBNP5z/fuJm9VPUgShSsT+c1dr5KqbbmpgIK1wCX6P72cSFRDKKIh0gkTohENiiJ9Pvnh/yFU6NkGcZWWh2u1QFzFsPGGwULnx+8XgYWuOb3HrjV+uXrfE96Ip8KXGe9e14II1xq/gbaHz0GEy2M3pFTgCkgAbrS9oYcqQaKXcqEXLOjd/tBLlfB5qPD/ACZoBFJnqoMsCzTaqOqboFFhglYTxaCJsmfWH26a68ItoHCrbtU/pv6pgYLNkirinvk2r095nuJwIr947yvkvVQPQlC83MV3F33IFHMhS88sx/hSHNZPLxEYkUPFCoVV41ajJ8qywytwvWLEsvcikf5ZFD1g5Gcz32O6uYRf181i73vDyHy3ARqb8UzOp/aeEL8dpd68PdM0nvXbJpD1oR/dqRJITaJ6rpO422r4dd67ZGp9rGkdyUv7JpP2sYRtv5oxHh6UQ9U0E2lTKvlx1iYG6j0cC9r5fflcKvankfxZBMuJzsjIVBctI9TIyH7Dy3ksdRdjjW5CQrDLn8kr1WO5dCYNxylZvdktUW92JZMRkZaEJ99GS74GX0GQAdk1zHSeZ7y5kBxtqMvl/GI4noPeXA42Z1FU5yRaa8Jcp7YRmBsiGBsDyC0d4PGCP9C1kEeWkbRa1cW90yxNGPUIvRbFqEXRygidjKKREFr5Cn2/vMsSUdQ+07CCHFGQAxGkUAQpELpi5hYKIyIRUNQ7GUmvB5MRrBaUuBgCCUb8Ti0+l4TPpaBJ9pPncjPGUcYYS3FXfGRYKJRE9Ozz5bPd3Y+zpSmYLxmIK4xiLWxHqqpH+APqIiyncxE2WCF/QDUPph5gurkMvSRxIODk+eopnD+eSeIhiDuqmrDJNiveoenUjteSMb6KH2RuYbihlTMhK0+VzaNiVwZpO/3oTpcgmUy0j8ukarYaDbfcfoSqiIl/L7qblo9SSN3ihup6IoNyKL3DxKJZ+/l2/F6OBF18/9C9JL+tx7q7EBIclC9KZPydJ/lp8lY+9WXx80/uJu+1INqzpfgmFFC7NMiqUWuIIvPwgeVkrNJgPFqCZ2oBgZUtvDxwDXv8efzxnTvIXVMHkkTRw0k8segtcnUNLN71GH2eCbHt0M0TA2XKSxH7d2jY3tGfl16dS9Yr5SgJsVx81Mozc9ZgloMs3/MwuS8o6C5U0jI7H/PDNfxv/uvs8eXy1OY7yVvnQa6opXVWAcEHVajgFToeO/4Q9jdiiN2h/v4r7kpk+B09YY/lPRsJ20sRikLb5GxqF4b52Wi1JWqHL40nTizEtsVC4qc1KI3NiL5ZVM2w4phWy09yNzLc0MrBYDy/L5lL/d4UVb10uhxCYZT8dBpG22gdG+TuQcd5yLGfdI3CxbCBl5smsOVcf9VA9GQAw6W6K3As00VrXyst/SS0/dqZkXmJOfbTDNE3YpU1NEejnAy5+LS9L/vqsnFXxmEuV9sDYqpDGOo8SM1tXQtzNBpVxWSNQYm1EI4zErTrCMbKBGMlwjYIxwiiMQrCHEFnCmM0hrEYQhi1EUzaMEZNGK2soJUUZEmgCAkFiVBUQyCqIxjV4gvr8Ab1BAI6wn4dkk81f9V1SOjawdAmMLQrGFrC6FoCyG1ehKdDVSt1/pyyNQbhiCWUFIMnzUBHmoQvI4Izo4XxrlKm2i4wRF+HQ6PBo0Q5E4pnc+tgPikvIHLBRtw5gf2CB7m8rgvaBgtcuIcY8QwLMLf/OZbGf0YfXZDKqBrduf70cOz7DSQeakcurAS9jtCgTGomGkmcVMMPcrYwxtDEsaCdXxUvoHlnMmmfeJAulCEnOGiYmkL7XC+/GJ5f68AAACAASURBVLqB6eYqtQXq0O0kb9QTu6sESZZpnJmN9652/jxEhdxP1Mzj2AcDyXhP/bxqm55P6/0dPD/sFSxSmEfPPoRunUNt9ctIpmiJlR/Ne59J5mK+XrgY7+oUHFsLCfdNp/hRmTWTVuFTDHxj63L6vOBBbmyj7KFMlj+4lTkxZ3ng2ErO33UTubn3SRJD/7qUYCdQuNz6EIloeiY/XDZp/L9AhV5goQdUEL3m94YG12iB6JEC0U2tcK0kCLgxsKAec1VlwvVbHq4cStcCC1e7T/w7tjp8rr5EXKTofr43ROj29dq+CVee8wtBQufYNRMcpCvjXSkO12hx6OGX0L3tobdq4Xrmi/8XmNAr0eFyq4NeG0UnKxi0EXZM/9PfdF2QJMkBvAlkAWXAV4QQLVeZNxf4MyqbflEI8ZtuY98GvgVEgE1CiMev95y3gMKtulX/mPqnBgqxOqcYNu17uL/p541hL3VlY2e9VolitXDpYTu/nv8mffV1qpRzlRnzviJ8Y/OoWRbk5dGriSLx8OHlKlT4rFBtf1hs5vFZG1gQc5E/uSezaeNYst9tQSqvITA6n9JFMj+cvIk7Yi7yQUcffrt3HhkbJCz7i5GMRpqmptM0L8BPh29krqWcAwEnT5y7HbHdQfLOZiivRkpKoHGCi8ZpIZYN289S+yE0ErzdPpjnzk7EuC8G18EONBcr1Yi0nDQah8fSOCrKqEHFPOzay3BDMyEh2BdI5bXasZy8kEFsp2TfWOxGcTcBICc4CGUk0JpnpD0Xojl+hqZXMcVRyChTCZlaP2ZZg0+JUhPVcyGUzAlvBqdbUyhvchBwmzA0ajA0SZ1u7lH0bWG0niCSN4DkDyKCIQiHeji5f+nq7uiu0yMZ9AiTAWExErEaCMXqCMRpOt3cBcGEKEann8z4ZgbZaxhqqaCvvpYUTajr31MeMXHYn8Ou5nxOVKahKTFhKwZ7UQB9RaOawABqy0iuk6YBBtoGhBnSt4IHkg8w3liNXpI4FnSwpn4CB0/lkXBYQ8KxNqSSKtBoiPZJp25MDIHxHXx1wF7usZ0iKuDl1tGsPT6OhJ16Ej5TUxzITKV2mgNpZjO/6P8hY41utngzefLYAhwfmUjYWYHw+/GOy6PidsH3J25hUcx59X22ez5Z7ymYDhYiMpIpW+Rg3kI1GnJjRx9+t20heW/40V6owDc+j9qlQV4Y9TJ6oiw9tIKUtQbMB4rwjcvDvVKV+l8KJ/KjTYspeKkVua2DsiUZLH1gGwusp1h84mES/seM8XgpWxufv2kWDjFx6WLoW4t5se86/sc9lT2rRpH8ThGR3GSKvqrhlUkv4lFMfH37MgpW+dGU1tE4P4+EZeU8nfMW27yqmWXeq51QYWYB3sVtrBqyligSXzu9BP2bcWrii9lE9cJUXHeW88ectwkIDd8vupeWD1NJ+agWGpsJjsijbIGOe6Ye4Jvxe6mLGtQ++e2ZpG33oLlQjuSw0zQhhfppEZaP2sdS+yGg8z10YiyOvQacB1ugtBrJaCQ0MJ26MUbEqDaWFhziLtsJHDKcC1t4tXEc2y70w3LKiPNUCNOlzvYdjQZcTnz5Dpr76PAURMjJq2N20nkmWi6Sr/OjQ6JZUbgQTmB/Rz4Hm7IoqU1ArjJirpOw1CqYG0Lo3D7kVg/C61PBn6KogFGvRjhiNCDMRhSznqhJR9SkIWKSieolonoJRSuhaK/c6F6urpi+CMgRgSak/tH6FTT+KBp/GNkXQvIFIBBEBAKIUPjK8xsMSBYzit1K2GnGl6jHmyzjcwmUtAA5yY2MiS9jXEwhfXWNOGSZMILCsIm93j58XN+PkiIX1ktaHBfDmAuboc6NiEaRnfH4CxJpHKSnY4iasPNgwn7667w0K/Be+1BevjQa6XAsroMB9OeqED4/ZKbiHhdH88Qgy4Ye6PHarjkynqQdWuI/q0E0t6L0yaRylpX0meX8Mvt9XJogzzaN581Px5O1UTVoJN5O7dxkYm+v4Y/5b2GUovyg9G5q3ssidUM1wueneWYOoftaeHbQOjQIHjm1FNNrduzbO2HCAza+P/9DZlku8p3Se2lYk0XCps7WwJUm/mfmy9hlHw/teYS85xW0RTXU3p3HpIcP8x3nTtWc8X+T2PfuD26a60Js3yQx8n8fJBjRErqsUlBUoBDt1frwd4MKSu/z10+A6AkUoHsLxFXVCt3nXU+tANdvhYAbVy3Q/fE3ABh6z7veub+1biTZ4QYBQo+511EjdM27RmtD9/FrqhJ6eyV0VyVco8Whh1/C5XO9lAlXjYv8O8GE3okO2sutDpooBm0EgybCR1Oe/luBwu+AZiHEbyRJ+ncgTgjxw15zNMAlYBZQBRwGFgshzkmSNA34MTBfCBGUJClRCNFwvee8BRRu1a36x9Q/NVCIcaSLidr5tE3Lw/y1Gp7Ne50/u6exe+0oUtcXE01P5OJKE/87cy1W2c+KgytIW63DeLQE77g8Gpb5WT1iTRdUuNwjreSlUXSfha/O3cZi20leahnNui1TyHmnA82lCtVN+04T98/ay9cc+zkWTOSHJ+7GujEG5w41zs0/KpeKuRoWTT7IN+L34BMafls7h/27B5C2I4zpWDkoUUKDsqiebCRpYg3/lv0xY41uKiM6nm2YxvbjA3Du15BwpBkqa0GnJZqbSuOwGJqHRxg3sIgHk/YzXK9mpZ8MxbO+cRS7ivPRnzPhuNi5+17dgPD5VRWB00Egw057th5PJkSyAuSnNDAmvozRlmJytM1d7ug+JYpb0VIWdlAUdHHRl0SJJ4G6disdrSakdh26dkndLewArU+g8wu0AQU5KNCEVOWBFOmUWEav3HEIjax+sGolFK2sOrobJCJGmbBJImKWCMeou5wRq0CJDRNj9+OyecixNtLHXE+eoY4sXTNOOYJZ1nS5uZdEHBzy5nKwKYvCmkS05UasZWArDWGsaAV3MyIYVFs4UhPx5Nto7qNGR07JLWRRwpGu3+mxUAKv1o9j/5k84o5rcR7rQFNcjQiF1faGkQ7cY6PMHH6WRxM/JUsb4nDv3eVTZSBrCAzLpHK6jnFTzvL95I+xShGeaZrEO3vGkPlRFNPhYiSzGff0dDwLOvjt0HcYbmjg2eZxvLFtIjnvd6YJFGRQcncMS+buYmXcId5qH8wzW2aT96YXuagK78R86pYEumDCw8eW4VxjxrK/iMCwbCofjrJm7Koei2ptRQPV9+YyeZm6YPha0WJ8z6YQu7OI9ql57F9/Ey0cdE6R/9CPKHjsPL9I3cgPyu+i+oU84j+6RGB4NrWPBlk38iUKQ0n8+KP7yF/rQa5x03B7LmlLSvhT1jts9vbjT5vnq1Chso72qXm0PtDBc0PV3d5vXlxMcH0SSVvKQZK6YmSf7v86Dk2AX1bP59jm/mRsakMurkTJT6dyTiy5c0r4ZcYHxMphXmgezxufjSNtu8B6oBwRDBEemEX1VBPJU6r4QdZWRhqaOROy8pfqGZw6mEfyfgXbMbW/Xk5w0DEomYaRWmJGNrI0+yDzYs4SK0ucC1t4u3kUWwr7oz1jIeFshJiLLZ2RkWHkODuR9ATa8sy05cmEcv0MyKhlesIFRplKyNH6MEoyXqFQFTFxKpjOiY4MTjWlUOuORao3YGyUMboFpmYFY3MIbVsQqcOP5PUjAkFVWRSNXoGLl4GhRqPekEty59duN/qXd02FAopARKM9AaUsq+oIrRbJaEBYTIgYE5FYAwGHHr9DbcMIOBVEUhCXs40h8TUMjalgsKGSNK0fi6S2PZVHTBzw57KjsS9nK5LRF5uILVKILfKhrWxUW5h0WkhOpKNPHE39tYQG+rit4Cz3OA7TX+elTRFs7hjAy6Vj8BxNIOlwhJjTtSiNzcjOeNqHJVM7Xmbg6BL+NW0bA/UejgQd/L5sDrW70kj9VPVVkAx6PGMzqZopcf+E/Tzq2EebouNnFXdQvDWH9K1tyIWVKLnpVMyPZfi8c/wsdRPNUSP/cv5+lHcTSNpaAULQMCcT/Vfq+Wuf1/EKHV87uYTYV63YPi1CSXdR9ICN787fyDzLeb5bdjeVr+bg+rAExRXPpeU2fn2bCuEfOLoS1/NGjMdKaZ6bT8pjxfw+8z1+UTOPC88NIGHDxZsKNNr7Joqxzy0mGNUSjKjJQz2VCqpJYw+o0N1T4bJB4zWgQo9IScFVFApXgQrdWh+um/oguo13Awm9vRW+NFiALtVCd7AA11YtXK4v9lT4/GvwOdDQvf5OLQ/iamNXAwjdjq8KG66hRuiaL3V/PF8OJHRXJcg9wcKV425woVeLQ/f2hqtGRvaGCZeBQecxPQwXrwIT5F4woZtvgiwrPRId9J1Q4TJMMGrCfDDpb4uTlSTpIjBVCFErSVIy8KkQok+vOeOAnwsh5nR+/yMAIcRTkiS9BTwvhNh+o895Cyjcqlv1j6l/aqBgzk8WIwu+i/lIGe6FefR79CxPpGzmp1ULKXypL84NRUQKUil6VMOqSauRJYUVn60ga7WM4XgJ3on5NCxVoQLAw8eWEf+aBeuuQkS6i5J7Y7l3vgoNPujoxx93ziP7nQiGY0WIjGTKFzoYPl+9sfMoOv6jZBG1mzNI3aqqEEReBlWzY0maVcUTOR+Sr+3gg44+/NfJmdh2mEnc2+mXkOSkeayLuskK80ec5JGE3aRpIxwMxvPXyukUHs4k8bBC7Ak3oqZeTRzIS6VxiIXmoVGG9C/ngeQDjDVWY5YkSiJ6PvYMYmPVQNwXE4i9JGEvDGEsbwF3k7oYNhggIY5Qqh1PeqcMOD2CNcVDf2c9w2yVDDRVkqVtwSFHMcuaLoO1VkWmWTFSF7F3c3O30RS00Bo00R4wEAjpCIe0RCNyt77Ubi+eTOcHleoQrNNHMOrD2IxB7AY/8QYvSYb2Ljd3l7YVhxzoMn2TJQmfEqVZ0VAWieOMP53j7emccyfhqbFirux0c68Koq9qhcYWFSLodeCMJ5AZR2u+nrYCgbNPIwvSzjDbepocbQifEBy4rPo4l4njhIaEk140RdVqW0RKEm1DnTSMkskdWcE30ncy3ui+Eut3dAiu3TKOA3Vq2kNGCg0TE2ib5ud7Q7dxR8xFSiJmflZyJ/Xb0kj7uA2pqAIyU6me4yBpXiW/yXkHuxziieoFHNvcn8wNqkImODyP0kVavjd9M3fEnOeFljG8sXEyOevbkCrr8EzJp+kBLy8MfxkNQoUJa81Y9hYSGppNyQpYM3EVipDVZIMXo+guVuNemEf+ygs8mbaBX9TM4/wLA3BuKMI/IovWr3s4dfuvbpqFgy0mVUyw3UXVfbnMXb6PlY7PrpgxflpIx8Q8Ola28crgNRzwZ/PUxrvIX9uC3NhC3R05ZC8p5PcZ77PV24c/fLSQvNc7kIur6ZiST939Af531KukaDz8oOxuqt7JJnVjNaLDR9vUHNyLAvxu5DuMNNTxQssY1u2YpO4sHy1CirNTPz0F/7x2nhi0kammGvb4k/nlufnI2+NwfapeN2RnPE3jXdRPjnLPyCM8Gr8XqyTY6svhL5emETwQj+tgEOPZKhRPB1JyIp7BiTQMl4kd1shDWYeYE3MOpyxREtGysX0o75cNxns+Dvt5iLvoRVvegNLWri7Mu0VGerIhlBUkP7WB8QklXW1DDlm9U/YIhZqIieJwIuf9KVzwJFHa6qClJQZadehbZfRtEvp2ga5DoPMpaL1RtP4ocrCzpSkchUhUBYyK0nMhIUkgyypw1GoQOo3aQmXQEjFpiFg0hM0y4RiJkE0iFCsI2RWwh4mL6yDb3kxBTAMDzNXk6hpI0fqxSurP3qwoFHa2d+1vyuZSVRL6MgPWUogtDWKo6Ey7iESQY21EMhNp6WOhtR9Y+rVwZ9YpFthOkKON4FYEWzv680rZaNpOJOA8pmA72YCobUC2xhAYkEbdGAOGsU18M38X8yxFeITES80TeOvIKJJ2aYjfV6eqyDJTqZvqIDqzhSf6b2KSqZZP/Sn84vQCTJttJO2oQbS0dildlkzfw6NxBzkSdPH4kbtxvmcidmcxksVE9cI0UhaV8cfst6mJWvn64QdxvWEkZlchSm4qRYtj+P5tG5hjucgPKu6kdF0+rg9LUeLtFC6L40cL3mOsqZSlp5dhedFOzN4iPFPyEY+pCTFrmsexae1E0t4oJpzj4pPPfnrTXBcc/Zxi4vP3EYhqCSuaLqXCZZPG3lBBufy51V2pcA2ocDlS8nNQQbk8Rg+o0MOQsTdQuEYLxOfUCldJgrgRsABcNxWiaxyuDhfodvw3tz18iRfuRutqhixfpt2h19yrQgS4Jki4amvD9UBCrwSHz6kSrtPicFW/hF7tD0oXOPg8TOgRDfkFMAGNQNZeHSZoNUqXMkEnRzFqIhi1YdaP/9tAoyRJrUIIe7fvW4QQcb3m3APMFUI80vn9Q8AYIcS3JEk6AXwAzAUCwPeFEIev95y3gMKtulX/mPqnBgr9B+tF8D+eIOsZ0BfVUv2VXGYsO8A3Enbz7ZKv0PxiBo6thYQGZVK6UrB6/GrCQsOje5eRvVZSocKEfGqXBHhx9MsYpTBfPfUQptft2D8phgQ7ZYucTLrjOD92beNwIIXHD95NyrudxmvWGGrnpmC4vYE/9FlPisbHnxunsnHHKDI/CmE4XoIUY6FpchoNs0P8y8gd3Gc9Q2XUwB+q53JibwGpn0YwHS+HYBAlP4Pa8VaCEzw81v8z7rKeQiddMQBsPJpE4hEF62n1xrUrgWCQleZBguT+DdyTfoxZlvOkaAStisLhYCofNQ9mX3k2FFmwFas3zz0W2VqtGhmZEEsgRY2M9CVLBFxRdE4/afGt9IltoMBcR5a+kRRtC/FyEKt8Je5REYIogoAQXUZqQaEhhExYaAgLLdEubSBoEOikCDopih4FgxTtMmwzdrq4X/57wwg8iqBJMVAXiaUklMgln4uLbYlUNdkJu00Y6zSY6y6bSnaLjoxErsCTNDtt2Qbac4E8L+MzS7nNcYpRhmrsskxNVGKbtx/vVg2j+mwSjtPdDC/9AXXhNiiRhhEyCSPreTRrLzPNJYQFvOcZzPPnJmD4zIprvwfNpQowGPAPy6R6qpahEy/x/dQtpGuCvOkZyF+OTidxq574vdWI9g41WnSunvkzDvOdhE+piZp5/NI9+D9IInlrLaLd02XA9tSYdxlrrObXdbPY88Ewst51Q2MrrdNz8T/QynODXyEgdDxyaCnJ69RWntDQbEqWSbwwaQ06KcrD+1eQ9aKE/nQ5LbPziX2kkr/mvskzjZP5ZO1YUteXEM5xUfpNWD/uOUZkVd40CwdDZpqYkvgImsZ2Spek89gDm5luucBDJ1YQ93wM5kMltE/NQzzi5sW+69jly+ePH95O3rorUCH9gRL+mPUOn/ry+PW2O8h7XU3M8I/Jo+w+hT9MWM9wQw2/qp3LgQ8Gk/lhE9Q04B+dS9kdMt+Z8jH3Wc+ww5/JE0cX4txgVGNkg0F8o3OomCtz98RDXeql/66fyc49g0jbGcVytAIRCBDpl0XtRAvaic18p88O5phL8AiJ11tHse7saMwHzSQd8aG9WIkIhpBcTjyDnDQMkzEPbuHe7OMssJ0kXaPgVsSVNJPCNGIu6ogrjGApbkeqc6sKJr0OyRFHKDUOT4YBT4aMLz2CLcXDoEQ1MnKgsZIsXSt2GQySTFgoeBSBWzFQE4mjMhRPVSiOar+den9nQovfQNivQwQ0SEEZOSQhh9W2BqkzNlISdN1sC41A0YKiA0UvEAYFyRhFZwpjMQWJt/hIMnlINbWSpm8hXd9EirYF5+VrkiQTFAqtihodeSaQzrH2DE43JNPeCRutFQrWiiD66hZEc4sKWc0mSEqgIy+WlnwtHX3CDMhX03ImmYtxyhKVUZmN7UNYXzoM36k4nCcUbKfciDo3kkFPpE869SPN+Mb4WDLgEIvth3vAoPDeeJL3eNGeL0MyGvGOyKBqmoYpE8/wb65tmKWoqlraO5qMrQrmgyVIBgPNkzNwLwjyi5EfMt1Uzpuegfx592yy3lcwHSqGlETKb49n7B2n+EnyFo4FU/j+Z/eS9aaM6WARkb4ZFC028uNZHzDVXMT3yu6m8rUcXB+WIhyxFD7k4Hu3q55Dj15YgnjJSezOInyjcmj5agevDF3NDm9fnn9tHtnrKok6bFz8qoWKrz5+01wXEvoliOmr7iYQ0RGIaglGtYSjGkJRDeEe7Q/S/x0qXAYL3aDC1VshruKrcBV1wlXVCuKKQqF3G8TfAhbU7zt/WV8EF7jymP9T28P1zt9I3WDCw437JVye8wUQ4fJj/i8goZc/wvVUCT2/5/p+Cb0VCpehRRdo+NthgkYjutocdNqoqlDQRDuVCSpMMGnCvDxm9TWvC5IkbQdcVxn6MbD2BoDCvcCcXkBhtBDi25IknQF2AN8BRqH6MeSIXgsWSZIeAx4DMGIeMVGad7Uf9Vbdqlv1d6x/aqCQN8gsnv8wnRXbV9LneXURWbYkg8WLr0TEiZecxO4oJDAih8rlEdaMXYVXMfC1zx5SocLJUnyjc6laEuGZMetwaT18/cIDhN9IwrmlBMwmqm5PIfuuYp7KfA+3YuY7p+9H914czu0VEInQOjmbutuDPDFyA7PMZWz25vHUsdtI2GwgfncVosNLeHAWlTOM9J9axL+nbyZdE2SDt4A/nZmBYbcV115VGi2ZTfiGpFM3To99TD3fyvmU6aZyAgI2e/uxpmQc7cfjSTyuYD3deSOr1SJSk2jvb6dpgIzU38Os7AsssJ+gv74FoyRRE9Wwz5fL9qZ+qpdAqQlrGVgrwhirO5AbW1C8PtUJ3WBAssWgxFkJJpjwO3X4E9TIyKBDgbgQVpsfl9VDiqWNZEMbifp2HJoO7BofNjmAWQ5ilKLoUNBLylU3DxQgJGTCyASEBp9ioF0x0ho10xyNoSFkozYYS403loaOGNrazNCqw9CkUaMjGxVM7jCGRj9yiwfR3qH2c2s0yBYzSkIcgdQYPBk6PFkQzVa9I2bGn2e8uZgUTZSAEJwLxbGxdSjbSvsizlmJP6tgO9eKVF2vAgmXE89AJ+5hMtbhTSzP2c88y3mMEuzwZ/JM6RSaD7hw7Q9hPlmJ8PlRctOpnxBLYIqH7w78hIWWS1RGDfymch5nd+WR/kkQ/cnSLuDkvi3If4z4iHmWIrb5svjFkYUkbTAQt6sUtFrcMzMI39XCnwa+RYrWw+Nliyh9P5e0D2rA58c9JwfN/Q081+9V3FELXz34EGmv6DAfKiY4JJvSZYJnJ7yCTQ6w9ODDXa0/bdPzkVaqu49vtY3g9denk7WugmhCLBe/amH1rBdpV4zclXfqplk45A0yC+XhJyl4sQki0a6Eh0GGKhYffIT0F3QYTpbRMjsf44panit4ja0d/Xl6wzxyO6FC/cIcEh8o579z1nM4kMFPdt5N3uthdKfKCA/Ooug+HT+cuokFMRd5tnkcb26ZSPYHPrTny4gWZFC2MIYZc4/zvcTtuKMmHi+8h7YtyaR+3ASVtSi56VTPjCVuZi1P5H1If10b23xZ/O7cHLQ7Y0neo6bHSDYrnhGp1I7X0G9sKd9K/YShhlYqIzpWN05i0+lB2I/oSTzWoSpogiGkpAS8/Zy4B2uJDu5gTu55FsUdpb/eQ1QILoZtfNQ+mG2VfWgrisNWJGMvCWMq72wH8vlVyGizEnXa8ada6EjRqJAxOYIl0UtOfBP9bHX0M9WQpWskSdPRQz0UFgphIQgI8AgtPkVHu2LEJwx4FUNXVGxYaFCETBQJDQJZUtBJ0a7IWYscxCwFO68pYaxSBKMEOkkFB91VU/XRGMrCCZz3p3C+3UVJUzzeBgvGWi3mWkFMTRRTtReNu1WNmY1EVIjgdODPtNOao6M9TyE2r4VZ6Re5zXaKPrp2NJLEuZCV91uH81FRfzSnYnCeimA570bUNyIZ9ETzUnEPs9AyKsz8QadZkbCHdG2Y0yEbT1fN5OzBHJL3RbEeqVafOyeN2kl2ItPaeLz/VmaZyzgXjuXJ4oU0bU8hdZv6eUB6MtWz4om9rZan8t/BpfHxx4aZfLJ1GFkfqi140b6ZlNxp4d45n/GN+H1s9hbw1M4F5L3Z7f26WMevpr3DKGMF/1pyLw2vZZK0UYUJRUscfPv2zcyJOcfXCxfjW5VC3MeFBAdnUflYmHVjXuJCMJlfvX8veasaQJK49FgCf7h9HXfnnbhprgvO/vFizuo7CUR1BKI6QlENwaiqUghfAyookW5+CpehgiL19FRQpCuAoJunQnflQW+FwrWUCldtgRDdfRMuj/UCDT38FL4EWKDXcW+40G2Oeu4acIFuc3sff9nWh7+x/pZWB/Vxl+deBSJ0zu0NEbrmST2PvxRI6O6bcHl+1/Hl81/c4nC1yMguhUL3sW6eCVcARC/PBLknTJA6gcIXwQS9JopRoxrtmjRhXhz1yv9fLQ9bgN8IIT7tHCsGxgoh3Nd6zlsKhVt1q/4x9U8NFAyZaeKDnTZ8wsD3Niyhz4vNSIEQJQ+l8I2vbGK65QIrzi7F8KID6241Cqt6RYiXR6/GK/Q8tm8pma9oMB4uJjAih9IH4c8TXydf18j3Su+hdn0WKRsqQFFomJOJ5h43f+n3OhYpwg/LFlGxIZu0zW6obSA0LJey+Xrumq56JtRHTfy09E5qt6WTtk3tfyUpAfekJFpm+vnWkE+5x3qGZkXLXxumse3QYFx7JOIOqzJ5OTGBthEu6sbIFIws57G03Yw31uNRBFu8/XilbAzNJ5wknBTYz7RAdR0iqiAnOPDnO2nuq6etX4Sc/Drmus4yxXKBLG0IGaiKaDkUyGZ3SwHHa1MJVFqxVMrEVCtYqoPoGjzQ2q4aioXDVxzdYywoNjMRm5FwrI6gTUPIpkZGhi0QMQuiZgVhVJAMUTQ6tZVBq42ikVTCa5zwzAAAIABJREFUfbkURSYqJCIRDZGwhkhIgwhqkAIyGp+M1ieh84KuQ6BvFxjao+jawmjbA8jtPkSH94qTu06nLgzsNsKJVrypBjpSZbxpCsYMD8OSq5kcd4nRxlLStBEASiJ69nr7sKluICWFLmLPa3FcCGEqdKM0NiNpZEh10TowjsYhEo6hbh7KOshcy3msssS+QBLPV03m0pFMXAcVYo/Vd71uraOSqZ0smDX6FN9M3IlDjvCeZwB/PjmNuO0mnHvqob4RJT+dqpmxJM+u5Mns90nR+nm6cRLv7RhD1qYQ+uPFkJxI1TwnGQtL+W3Wu3iFlu9cuJ/I+kQSt5aDLFOzMIPke1WZc2E4gX/9bDFZ68B4tITAiBzKlgpemLAWixRi6aEVpK7WYzpSgmdyPoGVLawZuJYd3r48s34+OS/XIIx6Lj7i4HcLXsOu8fLItpU31U5k/8F68S/rx/Ffb91J7ppqFIuJS4/Y+d2813BpW1n62UpyXgTd2QqabivAtryKv+a9wdaO/vxlwzzy1rUguZtpvC0X65Jq/ifvja7fa+Yb6o6vkpdG8d0xLLlN9bHY7C3gqd3zyXoPTAeLwOmg+rYk4ubX8Ju8d0jS+PmTexqbd468ol6ymGmZkE7trAgrR+9lqf0IHkXDX93T2LJ/CCm7IfZwDUpzK1Kai8bRCbjHR7ht+GlWJuwmUxvmXNjC2oaJ7Djdj7hjWhJO+NAW1SB8PmRHHP4+STQNMNA+MMyQggruTDrOeFMpTlk1XzwRTGFLyyD2V2cRKLFiLZWxlUcwV3qQG1pQOrw9IGM0wUbQacbn1OJPlAgkCMKOCEZHgKRYD2kxrWSYmkk1tODUtpOo8fSIjDRKV+IiNd0US70riuiKjwyIntGRDVEr7oiN6mAcFX4HVR126tusBJqN6Jq1GBslTA0CszuCwe1D09jeEzbGWFAS4/ClW2nP1OLJVjDmeBiXWsasuDOMMFTjkGXcimCfP5v364dx8lIGtrM64s8EMRU2qNcIs5lIXgqNQ820DI8wfdD5/4+9846Oo7zX/2dme5d2tSqr3iy59467DbZxoRgwGDAthPTkkntJcklyIdybctN7AgHTbAM24IIL4IJt3HuVbfWy6mV3tX135vfHSLIkyyak/S7n+HuOzs6O3lnJlvTu+37m+T4PK5P3MUTjpyqm4S8t09l6YjjO/WolDri2AdGegGecC/cMmD/5FF9y7sIixnmlYxx/OXwTaR+qSdxXg+wP9KiWbpl1nCeTd9As6XiqdBltm9NJ39oIzW2KYuZ2eGraFhaZL/b4/eSv60QsrSU4sYCq5RK/nKq8r325dDm+19JxbitHSkqk9P5Evrp4CwvN53ii9F68qzJwbL1EdHAWZZ8TePWmF2iOW/m3LfdT9HwHoj9I+cp0vnHPu0zQV3ymlEspQ+zyklcWEewCCqG4Rml7kFRdJo3qPu0P14QKcj+jRunKYx+o0Eup0DcmciDVgszAMOE6aoVrtEF8KrBAv3H0Ui3AdeFCz1jok9xwTcgw0PPu+ltaIAa6SwFXqxYGggdwNUCAa0OErq83kBqh53U/LUjo197wiaqEq6DC9c0Xe8b3JDx8AkxQdf2SXAMm9GlzUCsQQSsq7Q69YYJBFeU3Y9b+rUDhf4HWXqaM9v4pDYIgqFFMGecAdSimjPfJsnxOEIQnAJcsy98TBGEQsAPI6q9Q6F03gMKNulH/mvo/DRSs5nTZ/ocvs3ra85RE0vift++k4CUlK7v0oWS+efsGJhnKeej0Sswv2jDvLSU4Lo/alTH+MmkVAI8dWonrNS3G/aVEhyl3cp6Z/TbTDJU8W7+AI+8MJ+vdJmhtxzujgIY7w/x0/DrG6Br4VfN0Nn4wkdxNilke6anUznfgmF/HD/PfxqUO8pf2ibyyf6oSG3mwCjkSUYwYZ+rJnl7Ft7K3MkTr40jYwU8rbqH+gIu0/TGMp2qQOv0IGam0jXHQNAFGjKrgEddexuuaCMmwM1DA6roJVJ51YT8tYD/vR13ZqPRVG41IGcn4Ci20F4qEBoUYluNmXtIFJhpLe+BCmwQlESeH/fkcac2mrDEJ3HoMDSLGxq5FeUsQscN/JTYypmzKEQQlxlGrQdB2RUbqtMh6NZJWhawRiWtEJTKym6Z3Vc9dmZiEGJMRI3HESBwhFEMIRxBCESWeMhJVHrsXNmr1ldjIBBPhJAMBp5pAikAwVQJXiPyUFsY7qhhnqmCIthG7qKxXamIa9gcK2dFSzOnKdPSX9SRekrBc9iHWNimbMIuZWE4KbUNMtI2QyRnm5r70w8w2lqIX4Eg4mRfd0zh9Mpfkw2A/3qpsFMwmAiMzqZ+sIW1KHd/I+YBJ+mbORyz8qGoBlXuzyditGDQKWi3eSUps5INTPubRxEO4Ywb+s/x2mrZlkLm1FeoaiA3NpWKxgSXzDvE15x6Oh1P59yPLSHlbh3V3KdgTqL49hfG3n+F7aVvZG8zh+7vuoGB1FM3ZSgKTC6i7P9rndz19lQbD0XI6pxXge9jLyyNXcTCYx0/fWUrBqiaUyNUUvn3neoq19dy393MU/DHOjv2fnV7p7tjIzd6RrF49h+zXq4kn27j4mIk/zHsZvRDl4T0PU/hCHPWlOlrnF/RAhZ3+Qfz0vSUUrPYi1jbRPi+f+IpW/jzkNTokA184vgLHG0bl/z/ZQdXSJCYsPcPTaVu5HHXwbyfvwvquGccuBUS2z8ihcdEV9dIHgRyeO3ErCduNOD9SeuPjxdnUzjKTPLuOb+duYZSug/2hFH5adjNt+1Jx7QuhPVsFsRhSYRaNEyx4JwVZNuwEKxIP4lLFOR818WrzVD48X4zthI6k0yF0lxsUY0GjESknlfZiM+1DQFvkZW72RebbzjBM24pJUDbPJ8Mu9niKOdCQTXt1IsYaFeYaCbM7grbBh9Du7VExoVIpEM9iQrIZiSboCSeqCdlEIjaBqKU7NjKOYIyhNUQx6KIYdRGMmigGdRStGEMrxhEFRZkgySKSLCgbPElNMKYhENUQCGsJhjVEghrkgBpVp0oxgvWB1iOj90jo2mNoOkKIngD4/AoM7Y6NNBmRE61EUix0pmvpzBQJZMZJyOxgSlol020ljNK5cYoCflnibMTBNs9wdlQPIlxiI/ECJF7oRKxuRO70IybYCBem0jJCj2d0mLlDSnjA+TFDNH7ccRVr2yfwxrmxWA8aSDnkQ7xcDWo1kWHZuKfqSZzWwL/nv88UfSMnwwn8sGIhTTvTSd/d1QqRmEDzDBcdtwR4evR7Pb83zxxdTMpmHYkfVQLQOjsHz21+fjH6TQo1rfxPd/vNhhZoasU7s4CWuwP8cezrJIhBHj9/P+JqB/b3y5DTnVxeYeObt25ktukSXypdrsCEbYrv0OXHVLwwfRVRWc0XPlhJ0Qt+VI0dVN2fzX337WCR9RQrTjzC+due/czMC2lDE+W7XptPMK65CiqE42qiknhNqNCn/UHq1f7QDypcpULoDRp6mTVeGzD0ggZXAYW+wKBP8kMfaPDpwAL0uw4+GS70ej4gYIBrQ4bu+ienPAwED5TzAwOEPtdcAyL0XC/0Gvs3gISr2hv6jesDBAT6eSFco8Whu7Whd1tEVwvD1QkPcs/n+qQ5iAO3OfSHCRpRQqeK9YEJOjGOSR3GKEb48ai3/1ag4ADeBLKAauAuWZbbBEFwocRDLuwatxD4JUps5IuyLP9313kt8CIwCoigeCjsvN7XvAEUbtSN+tfU/2mgYNMky2Onf4O6L0ZZM+4FdgeK+PPaheS+Vods0HH5IQf/uWQ9o3Q1rDz1ELZVFsx7SwmNzaPqwTh/mfwyGiHG4ycewP6aGcuey0h56ZQuN/HFW95nmfU0f2ydwvotU8l924tY7iY8Jo+K29V8eeYH3G09zXZ/Ac8dWETGZhWWjysQ1GrapmfRuCDCf4zbzlLzRY5Hknjm4mJCO5y4dnW1NiTZaZ2cSuPMOHePO8Kj9o/RCzIbfEP5Y8lNiAdspB4MoCmpgVgMOSuNtlGJNI+TGDayipVp+5modwNwNJzK2qYJHLqYh+WsFvuFKMbSVmhsQZZlxAQb0awkPHkGvHkC4fwQxZkNzEi6zERjGXkaL5Yu5/PGuIZL0WROB7I463FR1uags9mEplV9JTayQ0LbEUPjiyB2KrGRhCPI0ajyvQ5ktvZJ1WXGJqhEUKsRNBroio2UzHqiFi2RBDWhBLEnNjLqiGF2+sm3tzLM5maEsZpBmiZSVFH0gohPliiPWjkUyOejlkJKalLRleuxlsnYyoNoqruc3AUBUpIIFDhoG6zBNzTCxOJylicfZpyuAYBDIRcv10/h7KlsnEdF7CfbEarrQa0mWpxJwyQj0mQPTxTvY6nlHKHeBmy7VTgONCiGb3kZuGcloJvbzPeLNjFG28Im/yB+fPQWkrfolD77WAzf1FxqF8V5evJmbjGV8qZ3BL/dPY/cd2Lojpcj5bmouN3Kbbce4EuOfazzjuD322+mYK0fsbwO3/RC2u5XMuijsprHDq4k62UV+mMKTPA85OPlkas4Gc7kuU13MuilVoRgmIr703nsnm3MNl3gvmOP4vqdFu3ZGrY3/W2uzf8/ypKQIQ9e+wAvDXmFF9um8v7Lk8l4s5xYdjKXHtPywqyXiMsin9+9ksIXo6gvu2mdX4DxQTe/L1zD/mAe/7P9NgpW+1GVu/HOKKD9PuX/Ui/E+NKF+5DedOLcXgE6Le6FGSTcXsdPC95ChcxT5XfSsDmL9C1N0NRKZGQuVQt1LJh9lK85d9EhaflB9WIu7swn8wM/6vOVCDYr7ZPSqZ8lsWzCET7n2IcGmTe9o3n+zFQs+4ykHPAgVtSCRku0OIPGCQZC4zu5d/Ax7rQdI1UV53LUwBttE9l6aSi600aSzkQxXlQ2mACkJBHMd9A+SIN3UJy0gmbmpl1kurmEIo0HkyDSIUlcjiZyOJDPwbZcLtUnI7kNGBrErtjIGNrmIKqOTmRfpxIZG4/TE/mq0ykJDHodklGHZFAT16uJ60XlQyMo/ggq4dqxkXEZMQqqqIwqJHV9xBCDMcRAGCEURg6FIRy+ElWrUiHotAgWM/EEMxGngUCyGn+qSDBNQnQFGZTWxCR7BeOMFRRpWkkQlSSLi1EbezqL+bC+iPpSJ9ZLKhIvRTGUKfMoAMkOAkVJtAzXEBoRYOGgc9xjP0ShJkhDXMV6z1jWXBiL7qiZ1ENBNCW1EI0g5WbQONmGb2qQz43Yx93WE0Tpmh8OTSBtt0jigTpkj5fYkBxq5poomlPGd7M2kSBG+FWXsiXnPaVNimQHdQuTSV1UzY/z1gPwjdK76XgnHdeWWghHaL45F/GeZn43eDUhWc3jJx4gcY1ZSXrIdXF5hYnv3PIuUwzlfLl0OZ0vpyswodDF5Ye1/GnWKlSCxGO7H2bQ8xHUVU3U3ZXHvIcO8Ij9Yx4+/yC6P9jZt/Gzo1xyDU2QV6ye1wUUtF1QQU1EUv/VUOGakZI90ZHCFe+EnrYH4ZpmjQOaMvYzZBxQrXCdNohPCxaAa6sWuo6VMVfDhZ5r+527JmSAPqDhWjUQgOgDCK5VYt9BA8IDuBog9Dp3PYjQc43YV8HwaUHCVe0Nn6BK6GPMOIApY3/zxT6xkH38EoBuZYIoXzca8q+BCVpR8U5QlAkRDKooRjHCsyM2fmbmhRtA4UbdqH9N/Z8GCqakTHmaajGB8Tl4n/Dy6ohVvOMdrfSBr65Bspi4/FAC31u0jhG6Oh458yCmlxKw7LlMZEQO5SsFfn/Ta6SqvHzu3AOoV9tJ/KAMOcVB5TI7Cxcf5GvOPWzpLOLHu28lb10c3Yly5Ow0KpcmMGXBab6Tto26uJn/KFlG+L1k0t5vgOZWosNyqZ5vYPzsC/yHaxsmIcYfW6ex7uB40ncI2A7VInd2IhVm4Z5mQZ7WwdeLd3KLqRSfJPJ6x0TWnB2H9aCB5MM+VGV1EI0hZ7loH5lAyxjIHqncPZ9pLMUmCpRG9Wz2jmJT5TACJQkklkDCpYCycfZ4ARDtCUTT7fiyDfiyRfzZMewZHYxJrmOStYyhuroeZ/Q4Mh5JpiFupDLq5FIolTK/k2pfIs1eMyGvDtGrRt0poPELqP2gDsqoQzKqCEpsZFRGiMkI8SuLnZ43UFVXbKRGIK4ViWshpheIGQRiJoiaZGJmGckaQ28N47R2kmVpJ9/UzCB9AzmaZlJVAWyiYuLY7UB/LpzOQW8+x5vSaatNwFitxlopYakKoqlrQ2rrAElCTEwgmpVExyAj7cVgLO7g1uxzLLGdoEATwifJPSqQqlMukk5A4skOhNp6UKmI56fTNF65W3zv8KOsSDiERZTY7i/gVxdnwZ5E0vYpBo2C2Yx3QgZ1c+DOyYd5wrEXv6zmJ+75HNk1mKytQTRnK8DpoP7mVHS3NvGT4nWkqzr5UcMt7NsykuyNHsRKN5FRuZTdpeabM7ey2HyB37RMY9OmyeS+1YbQ2Er73HxiK9p4fuirNMStfHHf/eS9LKM9XYlveiGdD3l4acTLnA6n8+zmZRSu6kD0+am8L5N7793J7dYTPHhmJZY/2DAeqaTl1gKOvfTkZ2aBYNM45SF3PIX5iTp+U/AGP2ucy5EXR5H2bjnR/LSe1JeIrFKgwksx1BdraL+5EPHBJv5c/Dpnwi6+vesuCl6LoLlQTWBCPjX3xfjFpDco1jYrHhZv55OxyY3sD9AxK4/W2wP8fOybDNG08NsWRb2Us7nr55qWjHueE8OCRp4b9C5FGg/rfMP49ZE5JH+owbHPjdzWgVSYSf10G8xo58niD5hnrKQxruEPzTN5//hwkj9W4TjWilxTj2gyEh6cTuM4PeGxnSwrOsmdCUfJVkdxxxWFxrrKUXSet2M/K5NQ0olY04Tc6Ucw6JFdTvx5VtoL1HTmxUjNbeWmlHKmWS5SrG3uUfY0x0UuR52cCmRxoiOT0tYk/E0mtC0q9C0C+lYZQ1sMbUcUlS+E2BlSlEyRiDJndUc/dlfPwl1UYF6/6nlvGSABQlCpQKNWlFEGPZJZT9yiJ5KgIWhXE3IobRiRpDimZD8FjhZGJ9Qw0lhNoaYZp0rqo8za6ytiX2MeDZUOzGVqEsrimMs8CO5mxYjVbELKTKaj2EzbUAHz0DaW5ZxkkfUULlWcqpiG9R3jWHdxFLpjZlKOhtBdqEPyBxAyUmkdl0TT1Dg3jznD486PcKkifBDI4Wcl85D3JOLa40W8VI1gT6B1qoumeVG+On4HyyxnuRi18fSl2whsSyH9faW1Ljosl8pFimrpy0l7OB9N4t+O3Y3jHSMJu5Q2mtrFLrLvKOenOespiTj5xsF7yFytxni4jOjgLErv1/LDWW8xXOfm8yUriL+STOL7l4kVZXL5IQ1/mKUYFD+y92EKno+jKaun/rY8xj9ykidTPuSrZXfj+0MGtp2XP1OxkRnDbPKja2YSkLRXQYVQXEO0y1Phb4IKvRUKceEq5YHYT71w3RYImavVCgPCBbkvPOhRLXw6sAD9roO/Di5A31aF/gqGXueuPB/4Z/O3eCoM6JkAfcEBMGDLwwAmjX8NROg57tMSwacDCX3GdD0OkOBwVQtEf2BwrRaH/uaLvT/6GC/+7TBB0+OZcDVMMKrCfGvo9s/MvHADKNyoG/Wvqf/TQCGhOFkeNOEp7NvL6JyaS/yJFl4ofo21nvG8/foMst64AhWeXvQ2Y/TVPHbuATSr7Nh2lSoLqAeUxdVIXR1fLbuH9rUZpGypAp2W2qUuiu68yHOZG7kcdfCNo3fjfNuI7aNyBKOB+ltcaJc092z8ftE0h/d3jCF7awjN6UpwJNA0IxXfzX6+PXIbtxjLORNJ5LmyRbTuTiN9TwD1+SoEnZbAyEzcN2nImFzH17I/ZJK+mZqYhlfbprDh9EgSjuh6jNeIRCEtGe9wBy0jRLQjOrgz9xQLrKfIU0fwSDJHQplsbBnFoYoctJcMJFyWsJb5UbvbrsCFrl7iYLqZznQ1nRkCYVcUe6qHoUkNDLfUMURfR6a6A7sY60lfCMkSPlmgQ9LS3NXP3Byz0BK10BYx0R4x0BnVEYhqCcXUPWZXsiwgy8p7uSDIPeY+enUMoyaCWRMmURvErvWTpPHhVPtwqr04VT4SxAgWQUbfBTpCskybpKYmlsD5UDpnfOmca0mlrcGGzq3BXCtjrothqOu80gsOShycy44330RHoUhkUJCJuZUsSTrJeH0NNlGJ3dzqHcnbFSMJnUnAeUrCeqYV6ptAqyGe56J5rJn2CREWDz/NSsfHZKqjHAw5+VXVXGoPpuPaF8N4sho5HCE2JJu66UYcM+v5Tv4WRmpb+SCQw3+fWojlfRPJHzVAawfRETlUzdczd65i5tcQN/Jkyd1ENjpJ2+5GDgTxTM+l+Y4Qvxj/BoWaVp6uWcLF9UWkb6pHCIZpXJhN4vJafp3/BmciaTy18x5lU1xSg2dWAZGV7fxl2CscD2Xx3OY7FJjg6aT63izuWPERy21HeKzkfsQ/ObHsK6ft5nxSH69g0/TffWYWCJaEDHmqbgltt+TjeryM/81+h2fcCzn/4lCSN5YRHZRO2aPiFaiw90EKVklozlXjnVlA4MEOnh/+Ks1xC1/8eAXZq0UMh8uIDsuhbLmWb83exHzTJX7ePJNtmyeQ+04HQlV9j3rpCzM/5F7rKXYGcnjmSJdMfU8lsiTROTmHmvnw6JQ9PJhwFHfMwP/U3Mql3Xlk7gyiOVuFoNHgH52Fe7qa4ikVfC3jA4ZrvZyJWPld3WxOHcsn5SAknGhWYgpNRsLF6TSP0uMbE2L+4PPcbT/MEK0PvySzP5TN+sYxnLiUjblEi70khqmsHRpakCMRBLMJOcVOINuKJ1dNZ7aEJsvPSFcdkxLKGaWvJlvtxdK1oO6GjGWRZEqCLkr9Tio9dto8JuIeLRqPCo1XQNMJar+MJiCjCUqoQjKqcBwxIiHEJYSYBHG5a3Mjdy22BVAJSpuUSkTSisR1KuJ6gahBJGoUiJkEomaIWmWitjgqWwS7zU+OrY0CUzPFBjf52qYe2Ajgk2SqYlZOhrI42JHH6XoXkSoz5ioRW0UMY5UXobFNgS1aLaQm4c9PpK1YTWdxhNGDqrgz5ThT9FWYRMWk8c22CWy7MATLCT3OEyF0JV0gIS2ZjtFOGifCyHFlfCl9J8O1Xs5HLPy89mZK9ufi2hPDdKIaORolOiyb2lkG8mdW8HTWZlzqoOKpcGAaGdtErAcqQRBon97VPjN+E7ONlazxjuQPu+f2qJbk7DQqbk/g5luP8M3kXWzzD+JHOxeTvzaC5mwlofH5VK6Q+M3U1aSrPDx69gH0ryRi21WqgIZHRP407RW0QlyJlP2LhOZSHU1L8il++ALPpG/m36tup+75AhzbSvFPzGXfps+OQiFrmFX+0ptTCMR1nwoqDJT+0B8qXAEKvQwZ+yVA9PZVuCrR4TpqhT6w4HptEH2AAX89WIC+qgV6XQtXwQW4DmCAASGDMuYaP5h/QsrDgMoD6OO7MCBA6POcqyDCleN+1/2VIKGvCSPXbm/oAxU+hSqhlz/CVUkOYm+FgvL568GEbgPGTwsTjGKErw7e9ZmZF24AhRt1o/419X8aKAwfoZGTf/UVAn90YdtdjmdmHtrHG/h94RpebZ/EptU3kfWmAhVKH0zk3xdvYKqhjM+XrCD2ajL298uQclK5fK+Jf5+/iXmmi3y/bhGn1w0h8103hCM03ZyN6i7FjFGFzJOX78azwYVrqxvZ56dzai41SySemrSVReaLfBjI47njC0naosextw650094ZC4187SMm17Ck67tOFUR1nhG8+eTN5G4W0/ygVaobUBwJNIxLpWGKQJjx1/m82m7Ga71Uh7V81rrFN47O4yEYzqcJ7qN14KIjkQCRcm0DNfSOTTM5EHl3OY8znhdHRZRoDam5uNgAdubh3K2Ih1duQ5buYSlMoTW3YHc7lE2FZru6EgroWQj/lQ1gVSBkFMCZxinw0eOrY08Yws5+hayNK04VT4sYhSjIPfABuhrqNa1liIu911niIBK6HrkaqO2bmgQkAV8kobmuIXqqIPKUBLlgSQqPXaaWy3QrEPfLGJskDE1xtA3dpmwebzI0RiCVouQaCPiSsCXo8ebKxLKDzMkx82C5LNMNZSSoY7hk2SOhNN5t3kMBy/nYTqrI+lMBOPFJqTWdgSjgViBi+bRRjrGhrl12Fnud+wnTxPifMTC7+tncexIIakHIOGo0t5AegrNk5NomxXi8VGK1NkjafiJez5H9xST+UEE3akKBKOR1hkZtCwI8/TY95hrLGdzZxE/PriAzI0i5o8rECwm3Atc2Ja6+Vnhm8QR+OqFe4mvcyrmjDotNbe5GLHsPM+kb+YDfxH/u30xhav9iJUNtN2cj/qBJv5U/DofB/P5301LKXilHdHnp/quTBau2M9Difv5culyQn92YdtVhndGHoYvuPljwRoGZTV8ZhYIxkKXPK7o6xiPVdF8az5Fj13ge+nv8b3axZS+WETy5itQ4flpq1Ah8+j+leSsEtGdqqRzaj7N9wd5YezLxBF54vj92NeYsH5UipSZSsUyK3fduo/H7QfY4BvKL3bN77Opq7o1gVELL/Dd9PfwyRr+s/wOGrZmkvF+G0J1PVJ+BrVzbTjn1vH9vE0UaLxs6BzML0/OwbrbQMo+ZT4g2UHbxBQap0ksGHuaR5P24FJFOBRO5Y81Myg7mkXyURnbyWZoaAadTjEJHGmkfWSc4UOquS/1EBP1NZhEgfKonu2+4bxXO5TWSw6sl0USSyPoK9uhtR05FEYw6MGRSMRlxZepozNDIJARw+LyUZzUxChrLcMMNWSp20lSRdF3LbJDsoxHUtEcN9EUt+COJlIfSaApbKE1bKIjZKAzrCUU0RCNqInHROSennSUVa/QtchVyQhqCZVaMXWMcDzuAAAgAElEQVTVa6OYdRES9EEcOj/JOh9p2g5cmnaSVT6cKj82Md7ne2mJa6iOJXI2mMlJbwYlLcn43BaMtWoFNtZG0NV5lH93MKRABKedUE4iHfkaPINkHINauTXjHLdYzpCnCeGXZA6FMlnbMIFT57NJPKUi6XQAdVk9BEOQ6sQzyknTOIH8cdU8kfkRE3UNuONaxaDx2AhS9orYDzcpbRQZqTRNdeCZFeTro3aw1HyB0qiVZ8oX07wjXTHzLatFzkqjbp6dlIWKeatNDPODuls5uXUw2Zu7YNboPCruUPONWdtYajnHn9sm89Z7N5G7zotY04BvegEt9wb409hXUSHx2LGVOF8zYP64jPCIHCoeUoxbAT6396EemNB8az75j17k2YxNPOdewPkXhpK8uYzAmGw8T/g4veS5z8y8kDPMLD+5bgIBSUsgrqMzriMY1xKW1H8VVIjHRWIx8QpUkBSwcCUBgq4EiG5PhSsQoQ8wGMhXoZ9q4Sq1gnztNoi/ByzAAKoFeo2l1/UwQHRk12t8kp8CDGy8+I9YR35SugP91AzXAwhwfYjQNb4PROh/7tOChGsqE66tShgwRrKfX8JV5otdc2s3bOgxXxT7wgS1WkKlkv4qmKATYxhUEcyqcA9MMIlhHi3a/5mZF24AhRt1o/419XcBBUEQKgEfEAdisiyPEwTBjpINmwNUAnfLstzeNf7bwKNd478qy/L2671+yhC7vHOboc8d1Y45+Zg+V8fvCtayqm0ym9bcRNYbNcgmA6X3O/jKUiUe6+vld9H8ajbJWxS36/Llidy3+CMeTjzM71pvYsPGKeS+3Y5Q10TnTfnULYvys4lvMVLbwM+a5vDh1jHkbOpEvFxNfFAWVbdamHDzWb6dto2wrOLZmkWUfFBI5gedqEqqIMlOy02ptM4N8ZXRu7jDcpbmuJZfNczl44NDcO2VsR5zI7d7ID2F1vFJNE2KM3PMBR5O3kuxxk9NTMPqtklsuDgCw3EjzpNhDBcbkdraFWluVgrtg820DVHk+/OzL3Cz9QxFGg9aQcAdU3MwmMfOtmJO1mQgVxkxVwtYa2IY3H5UTR5kn0/JZFerEYwGZKuZuN1E2K4j6FATThQIJ0LEJiHZYugsYRLMQeyGAHZdALvWT6ImgE0VxCiGMYphtEIcjRBHJUiISEiIxGWRqKwi0hUXGZB0eOIGPDEDLWEzbWEjbUEjHZ0Gwj4dokeN1iOi7QB9m4yhNYauLYyqzY/g7UQOBJUYOK0GwWIhnmwjmGbCm6WmM0tGyA4wKrOW2fYSJhnKcaljRGSZ0q4IvW1Vg5U2kQtgP9/LgK3LKb95lI7g6CBLi09xj/0QOeoIJVETLzVNY/eJwSQfUOE40gJ1jQiJNrxjXbinCUyddJ6vpX5IiiqiJD2cnE3ih3qcexugpY14cTY1c80Mmqf0TBuFGD9puIUD7w8je4sfVUkVUqESQzh3geL2fiqSypOH7iJ9nQbzvjJkl5OKO+0sXbKfLzn28VL7BFZvmkHeWiUCsWlhHo77q/lF3lt86B/MbzYspOC1VgR/kOp7Mll4734etX/Ml0qX438+nYQdfRU/L7ZN5eej3/qHLRD+2fPC0BFaWX72O6T8To/+XC0NS/IY9cgZnkrbztM1Syh/aRDJm8uIFbi4/LCaP8x8FYsY5OHDD+F6RYfxkJL6UrlC4vdTXydV5eXLF+8lsiYF5/sVyGYjNUtTGXp7Cc9mbOJy1MGTx+8i8R0T9l0VoNPSNCeD8JIOfjLsbYZoW/lL+0Re3XMTWVsljEcqEbQaPJMzqZsn8eCk/TyUcAifrOY3jXPYeWA4ro9krEeVvno5L4PGSTY6poS5b8QR7k04jF2Msz/k4vnaaZQez8R5DBJPK2kvCCJyZgodQxNoHSFgGtLOkpwzLLCcJk8T6opKVYwHd9UU4i+zYSkXsZVHMVZ7oaUdudMPoqiomBwJhFNNBFI1+NNEgskyUnKYpCQfeQmtFJkbydU1k6lpxanyYxFimEQBTS84GJVlokBUvhIVG+2Ki5R6mSiIgoQKGY0g9UTOagTQoERFdgPHaBdw7JDUNMdN1EQdVISdXOxMobzDQUuLBbFJh6FJUHwfGqLoGvyIrR2KWkmSEMwmSEokkGXFk6vBly9hyvcwK/My82xnGa5tQS8oIGarbwQbK4fjP5+I47RMwrkOhJpGkCVwpdA+0k7zWMgfXcvjmXuYonfTJqlY0zGB1afHk7BfR8pBT08UqHd8Bu4ZArMnn+ErKTuwCDFWdUzklYNTSP9AxHagBjkcJjAhj+oFIvdN28/j9gOcjzh46uwdaDcmkLxD8Uton5nb025TqGnle7WLOfdOMZkbGhA6AzTfnIvm3kZ+V7RGaYH6eAU5r4voj5UTmJCP+8EIL018CZ9k4AsfPUDhizHUpW6ab80n95FLPJe5kR/X38LJl4aTuqGc0NAMGr4Y4s2xLzAiu+4zMy/kDTfJT68fhV/S0RnXd4EF7SdChd6Rkkr7g4gUF5EkoUet0APG+rVA9DFr7N74d4GGa7VA9G+H6AsRrtEGMUA7wyeCBfqN7xoL14cLyue7nl8DMPS8BlefH/Dzf2cN2P4gXOPz1wMIcH2I0H3cT43Qe/wngYSrzg3U3tD//EBtDb2P+4GDHqVDb/PF3i0O3eC2ByTIiCoFJHTDhO5oyE+CCUZVBKMYwawKKTG/Yph7C4/dAAo36kbdqD71jwAK42RZbul17idAW69YmERZlp8SBGEIsAaYALiAD4FBsizHr/X6hpRM+YvbJ/OQfT8Pn3sQwx8TMR2s6IEKv85/g7We8axbO4OctXXIGjUV96aw4s6d3Gs7yndrF3N+7WDSN9Yga9TU3JHGhDtO83TaNrb7i/jJzkXkvxVBc7qS2JBsyu7U8/Dc3TyYcJRt/kH8cP9C5Q7y/goEs5HG2S5Ct3p5bvgGxukaeMc3lF8cnUPy+1ocH7uRPT5ig7OonWUieYabb+VtZaS2leORJH5eeTN1H2eQtj+C8XQtcjCInJVGy9hEWibGmTriEg+n7GW41ktzXGSDdxRry8cQOZ1A0mkJ6/l2qG9WIt6S7ATzHLQX6/AUxUkpaOFmVwmzzBco0HjRCwLNcYHzkVT2+wo41JxDnduOtk6DyQ2mBglDQwh1a+eVzXo8rvQ8azUIej2yyYBk0hM3a4ma1cRMIlGjSMyg+CBIOohrQdKArO56owPlzVfuUgzGQYgJivlaBMQwqEMy6iBoAhJqv4SmM4aqM4LoDyH4g8ihEHIkqmwIupzmZauZmMNMKEVHZ5oKvwsi6VHSXW1MdFYyxVLKEG0DTpWyCSmNWtnVOZj33cU0liZhu6gi8VIEQ2mLoixQqSDNiXdIIi3DVWhHtrM87ziLrKdIVcU5E7HyctNU9p4qJumQiqRjikGjYDAQGJFB/RQtaVPq+GbudsZoWzgVcfCj8gU0feQiY5cf9YVqBKuZ1pvSabo5wjfG7eB2yzmOhlP57tkl6DbbSNnpRu4M0Dkll5rFEt+euoX5pku80jGOlz6cSd7bITTnqhQZ/j1anpy9hYWmC/xPwy0ceHskWevrEcJR6m7LYsjyC/wgYxNrPON4/e3Z5K5uRIjGqFyezrLlSpvDV8vu6YEJ/km5BJ9o56Whr7CqbQrvvzKZs7/4t3/0xuGfNi9kDbPK699L5L7Dj5H5RzW6C3XU35bH6IfO8J20bfxn7RJKVxWRsqmcWE4Kl1bq+emcteRoWnjk1Eosr1qxflRKbFAGpSv0fG/OO0wxVPS0l2RsUNRLzfOyid/Zyq+HrsUiRvhWxR3UbcxRzBhb2giOy6NqkYqV0/fycOJhzkccfLdkKbFtSaTtbAF3I1JuBu5ZNnSzW/jPoi1M1DVwPJLE/5bPp3Gfi/S9IbRna0CKEy/MoGGimeAkPyuGHOFu21ESROlK8siZHBzHRRynfYiV9cjhSE+MbOsQLd4hUYYOqmVR8mmmGUtJUUn4JJnz0SR2eweztyGfxko7pio11ioJU20ITaMX2j1KRKsoIuj1YDMjJZoJJekJOVSE7CJhO4QTJbBFMVpDJJn9JBt9JOs6cWp92NV+bCo/pq47WHohikaIoUJJeOguqQsyRGU1IVmDX9Lhl7R44ibaYiaaIxaawmaaAhZa/Ub8HgN4NOjaRbTtYGiV0LfG0beEENs7wdOJHAop84VBD4k2oilW/Bl6vF0eMs7sdmaklTLTeoEhmhYsokBjXOTjYD4bG0dy7lIG1vMa7BciGC91xcrqtEg5abSOsNA6RmLE8MqeBJ4OSeRNzzhePz8ewyETqQc7UV2uBVFFZFgm7pv0JN1Uz1P5WxmjbeFQOJX/vriQ8M4kxbS3ohZcKdTPTkK8pYX/HryBIdpWXmqfwMt7ppG9OY7haDkk2albmEz6kkp+lPs2PknLV88tR7XegfMDRbVUu8RF0TKlbW9/MJdnd9xOweow6os1+KYX4H3Qy/MjX8EdS+QbH97HoJdDqCsbaVycR8FDijLhx/W3cOLl4aS9U054cDrVn4+xZuIL7A8U8vUhOz4z80LhcIP8g3eGEpB0+OIGBShcAyp0GzV2R0pG46p+ngr9oEKXMuGqWMle7RB9Uh4+qQWiv1qhH1QYqA3iemDh6sdrqBa48rWvBReUc93PBwYMfc71uq7Pz/tfChR6nb8eQOh93TUgQs/Xu54a4arHAUBC96a/DzzoN+6vUSUM1OLQGyL0Nl/sHQspygPChG7PBI0q3icasrcBY3+YYBQjWLpuIpnEMEvyz94ACjfqRt2oPvXPAAoXgZmyLNcLgpAG7JZluajrbgOyLP+wa9x24L9kWT5wrde3aVPkzK99i9sf/Ig7bcd46PRKLH+2YTqkQAXdo/X8vnAN671jWP3WbHLWNiDEJSrvcTF/2UG+mLSHXzXPYsf68WSva0AIhmm4NQvnPdX8LG8dlbFEvnZ4OWnrdFj2loMzkerFSRQvusQPMjfSLBl56uKdhDcmk/phI7R1EBqdS/UCDYtmHuUrSbtplXT8qGYh53cVXumRNhgUg74ZAnMmneGJ5F2kqCJs9xfw20sziR6wk3owhPZCreJinu2idXQCLeMkxows48HU/YzRNRGWYW8wjzV1E7h8Pp2EcyKOcyG0lc1KeoFWo6QX5NpoL9TgK4iTlNvGtNQyplkv9UQqRmUZd1zLubCL4/4cTrWlU9OciNygR98sYmiWlYV6WwR1RwjRF4RAEDkcUSIkpa4NQXdKg0qlJDWIXccqEUSx+xegZxGCJEFcgngcWZIgFlOOu1Miul9TrUbQacFoQLIYiCXoCdm1BB0iQafSliGkhsh0tjPSXscYUyVDdW5cqggaQaBNgvORFPZ6B7G3IZ+WCjuWUhUJpTFM5R1KGkYkimizEslNpm2InvZhEoVD6rg3/TDTDOUYBSUy8pWGKRw/nU/SERHHiQ6EKjfodEQGZ9AwSY9mchtfGLSHhaZLtMQ1/K5pNjsODif9IxnrYQUURYdkUzvHQNGsMr6TtRmHGOb3LdN596MJZG+LoT9WDvYEGuamoFvSxI+L1uMUA3y3ZgklmweRtakFmtvx3ZRH/V1hfjVhLTnqdp4sX0bzG1mkbqlB1mupWpbKnDuP8DXnLn7fMp1t6yaR84YbWSVSuTyV++7ayZ3W43y5dDnBF1wk7CgjMCEH7+e9rBrxMus9Y3nnlRlkrq1kW+2v/9kbh3/YvKBPz5R//GER4w3l3H/wUXL/JKC9VE/90lxGP6QoFZ5zL+Dsy0NJ21BB3OXg8gMWvjtf8Vn5Ysl9RF9PwfF+GXJaEmX32Hjw1l2ssB3lj2038e7myeSt9yDUNhKYmEfVMolnJm9gmqGS59um8OaHU8ndrPioyOkp1M63k7pAkas7VUF+0zKTTXvHkflBHOPRKgRBwD82i9pZKqZMVRQtTlWETZ2D+d35GWj2WftsSqNF6TRONBKe0MnyYiXhwSnGOB+1sbp5MjsvFGE9pSPpTBh9aRNSW4cCAdOdeAdZaS8SiRQHGZdTxXzHWcbrq3CqJCKyTHnMzNFAHntaCzlfn4JUa8RUJ2JySxgbI2ibOhE8nch+v5Ku0A0ZDQYFMlr0RK06ohYVUZNIxCwQMwrEDBDXg6STiWtlZI2MrO66W9Z9J7BrY4MkIMQEhKiAKiIghgVUIVAHQR2Q0fhltJ0SGl8cjTeM6OuCjcHgFdioUSOYTMg2M1GnCX+qDr9LxJ8uIWYEGJLWyFRHqZJyo+5EKwg0x0WOhLLZ1jqMo5XZaEsMJF6UsF7yItQ1I4dCiPYEQgXJtAzX4R0ZZvbgi9znPMAQjYdmSc16z1jWloxFd9hMyuGupAcpTjw/nYbJFqLTvHxpyEcsNl/oUajt3z+EjJ1xTMeqkWWZwNhsam5WsXia8h7SHDfw/YqluLdlkbG9DaGmkeiIHCoW6bl77sd8zr5fiYw9sJSs9SpMB8uQM1Iov9PGklsP8kXHXtZ4xrJqy2zy13oQ6ltom5eH+v4mfl+8mpOhDP5r+zIGveJD5W6lfmkuQx5U2oR6YMK7FUQK0qj4gsxrk/7CsVAOv3lrMZe/908Hjf+weaFouF7+6YZC/F2KuE8DFaJxBSz0bn+4AhVEpLjQz1PhCkjo46swUAvEtdQKMtc/3y/p4e8FC3AduMDV53s/DpT00AcoDJDscE1Phb+hBkyA6BMV2fsLXxsgKOd7qQ6uBRG6xv+9IOGa7Q391QfXOi9eo8XhWn4JvTwTxK4Wh/7KhL8XJpiECHPyLt0ACjfqRt2oPvX3AoUKoB3lbedPsiz/WRCEDlmWE3qNaZdlOVEQhN8CB2VZfq3r/F+ArbIsr+v3mo8DjwPotbaxM1Meovq+bJat2M3ttuMKVHjehulgBZ6ZefBoM38ufp0P/IP5w7sLyH+9FcEXoO72LEbce5bvu7awzjuav2yeS/4bHoS6Zjyz8vEs9/HbkWtIEIN8/fI9+NankbqtFmJxWmdl4bvdx89GrqNI08ovmmex9cNx5HSbMSY7qJ+TjDC/lf8avIkxuia2+wv4yembMe8wkbJXkcaTnkLTlCTapodZOeog9yYcQYPMhs5h/PnCTagOWkk9EkRTUgfh8BVp7RiBjJH1PJB5kJnGUowCXIxaebdjDNvLByOft5BYImG75ENV14Lk60TQ6yDZQTA7AU+OGl8OCNkBhqW7mWwvZ4yhkhy1B5soIAGtcYGamI3LkVQu+F1c9Cbj7rASaDOiblej8QhovaD1ymj9XWqCQFesWziGEI1DNIYQiytwQJL7LDaUmEgBRBFZrTi3yxoVkk6NZFATNSqqh4hJJGIViFghapOJJcYw2gO4ErwUWZsYbHJTqG0gU+3BoZIRUQzYymM2jgdzONCWx1l3GnKlCUsl2CpjGKo6oKkVORRGtJiJpyfhGWShvVhEGOLjlrwL3JZwnCKNl4AMuwMFvFozidpTaThPyCSebAN3I+h0RAel0zDRQHySl8eK93O75TRRBNZ0jOflU5Owf6Qjef+Vn3fjtCQ65/j5jxHvc4uplOPhZP7rwmLkbQ7Sdigxg9EROVQu0LNgrhIzeDnq4Junl2F6x0rSzipQq2iYn4HpjgZ+PWgtXlnHF0+uwPqGhYSdSsZ82T02Hl30IcusJ3jGvZDTa4aR/k41ssVI2QoHn1+6nVvM53i8ZAW8mIxtl6JM8H3Ow6oRL7PRO4q1r88me3U1sbREPjz0/X/kxuGfOy+oLWMzv/cM/3b3u4zQ1XD/gcfI/TNoL7ppWJLH4IcUg7mfNM7j4OujyXi7Gslmpuz+RL64eCsLzef4VtVtVKwtxLWxCtmgo+b2VCbdeYpvpW5nd6CA53YvUVJfjpcTL8yg4jYzi29RnPePh118+/htODYase9RYl89N+VQtyDO1yZ9yDLLWc5GHPzXpcUEP0jGtasDobIOkpNomZJMy8wIj4z5mHttR4kj8HrHBF47PQHbx3qSD3kRK91KXGlROk3jjHSOC3Lb4CutOO6Ymg3e0Yqp6NkEHGdlbCVehNpGRbVgtRDLTMKTb8RTKBIpCDI8082cpBLGG8rJVgd7QFx51M7xQA5HO7K42JxMoNGEvkGNoVnG2Cyhb42iaQ8hegMDQsbuVAbUagS1Wvk7V6t6QKMsin37nSUQeoFGIabMI3IspgDH7tQIuBo2Wo1EE/WEHBoCzi7YmBrDmOKnyNnEuIRqxhgrydO09YDUqpiBI8E8drQUc6bGhbbUgO2yhK0sgLqmBcnrQ9BpkdOT8Qy20TpUQDdcMcFdaj2BSx2jMqbljbaJvHthJOajBpKPBtBcrINYDCnHRdNEKx1Twjww8hArEg6jQmaNZxwvnphC0i4dSfuboKG5J1LWMK+J7w7azEhtC+t8w/jVwbmkb1Vh21cJKhVtM7JoXRLgh2PeZYzOzW9bprNp+0Ry31WgU3h0HuV3qXh65kZmGkv5Ubdq6W0FmruXZJO7/DI/yn6XLZ1D+f2mBeS/1o7Y4aPujmwm3n+C/0j5gGfcCzm3aiipG8qJFLoo/zy8PuUFTocz+flbS8l/yc228p99ZuaF1HTV2Nf35uOXtfh7gIKuD1RQgIJi1BiRVITiGiLd7Q9xpe0hMmD7g4gsccWssVux0N9Xoactotem/zpqhWu1QvQ3VrweWLgCGAYAC/QeNzBcUI6vqBSuUi9w5Xnv46uAQb814z8VKPRTLFwFD3odX6VC6D7uff46EKHn9XuDBPEakGEgkDAQLOh/fD1VQjdw6AYI3df190sQe5kvigwIE7RdRowaVRydKoa2q81BK8Z7DBh1YqwPTDCKYSyqYA9MsIghJuRU3wAKN+pG3ag+9fcCBZcsy25BEJKBD4CvABuvsUD4HXCg3wJhiyzL66/1+rrcDHma6wk07jaqlmdy130KVHjs3APoXrBj2VdO59RcOh/x8OLwVzgZzuQHW+6g8HVlo920MI+EFbX8Mv9NToYzeHrXneSvjaE9U0l4VC7ld4t8f8YGphnK+UXTHHa8N5bsDR7E6nrCI3OpXKLhwVl7eDjxMAdD6Xzv5BKs75lxfqSYMYbG5FI9T8OcGSf5avJORGT+0DKDzfvHkL4brEeUcVJBBvVTLURv8vL44H0sNZ8lisAG3wheKpmM6rCV5KNh9BfqkP0BhCQ7nUOTaR6lRh7hY0nBGZbYjpOnDhCQ4WAomw3Nozhalo3hop6Ey3Es5Z2o3K1InX4ElYiQYCOalog/04AvU8SfIaFJ9zMopZnRCTWMMNSQo2nBqYpgFBTI4Jdk2rqSHeqiiVRHHLhDCTSGLLQGjXiDeoJBLfGQGsIiQkREjKLcbexeCHVVz5uiWlbaIrQS6CRU+hgGQwSrIYTDECBF78Ol7yBd295jBGkXI5hExcQxIMu0xTWURZ2cDmZyoiOTS41OonUmjHUi1moJU20QjbsducODHJcQzSbiLge+PDMdhSqCRSHG5Vex1HmSSfoqLKLA5aiBjZ4xbCwdjnDagvNkDNOFZmhqRTAZCQ1Op2mcjvgELyuLDnG79WQfGKTZZyXtYx9iaS2C2YR3fDp1M2Hh5JN8wbkbEZlfNs1hx56RZH4Qw3CsAsFsonlGOt5bO3l21EYm6esUmfPu6eRuiKI7VYGUlUbVEhtzFh3jG8k72BvM45mPlpL7loT+RAWR4TmULVfz3Kz1jNLV8vWyu+l4PYPkrRXEU7vuxC98m1G6Gh49+wDGFxN7/k5Cn2vnhaGvXoEJa2uIpSVy6XEt1Q9/6x+5cfinzgs2Q5o8OfMBylam8uSyDQpUOPgoOc+L6C7U0bQwj8yHSvlR9rs833oTW9+cTPYbdchqFZV3p7J42X4et++7ol5a34jgD9K4IBvz3fX8svANWiUjXzu1HMs6C/adFWA04J7vwrK0np8UrsMoRnm2ZhEXtg4ic7tiriflZ1Bzs43MeVV8N2cTLlWAVzomsOrwVFJ3qrAfUNqipPx06qdZkaZ38JXi3cw3XaJDUvNy6xTePjUG+0ENziNdYEElKqkjY8y0j44xeVgpK1IOMFLbQlSGQ6FM1jWN5dilHCzntdhLohhL2xWgFoshWi3K30KuCU+uiD83hjOznUkpSqtQsbaBFFUUjSDgk2TcXekO54IZXPCmUtWeiLfdiKpNg7ZdROsBnadLQdAZR+2PIQaiiOEoRKIKIIjFr6iSJBnkXhODIIIoXFE3qVUKgNBqkHQaJKOGmElN1KwiYhYJ2wQiNogkSMTtMax2P9mJ7Qy2NjDUUEu+tgmXKoBFFIjKMo1xDSVdrV4HG3NorknEVKHGViFhqfArc6TXp8CPZAeBgkTaijX4hkQYO6iSZcnHmKivQSPAqUgSrzdO5sDZAhJPqHEe70RV7oa4hJTjonm8lbaJUe4YdZyVjv0kiDG2+Qfxm5KZ/6+9M4+Oqkzz/+etLZWqVPaFbCQUqyCLgjaLKM0iq3vjLoqjjtPz68Vux9HjGae7PX16dNruOfbpHscNwaUZNxRBEQRFBFFBgYBsIYTs+1ZJpZJa3t8f9yYUoRISyFLlvJ9z7smt996b+73vrfuk6pvnfV7EjngydujxIc5B/fQMyuf5uefynayI/5oyv40nC6+heEsO2ZuD3j8L4xi76Di/Gf4B7oCZR/Nv6iwSjLuVurkjaLrJxbNT1pJkcPPL47fQ/GY6aR+dQtqjOXVTWmfW0kt1M3nv7SvIfUsbAnXqlkwW3/wl9yd9waOnrqdo9SjSNmrDHArvD/Da9Jc40JbNM+9cx8hXKiDKwscHfx8xcWHCJIt85YN0XAFrp6kQnKngCZjPmP2hTTcUOkwFb8BIm8+EL2DA6zfg8xvxdxoLInSxxg4DIdD9EIhzZisEGw/BRsK5jAXJ2a+DMxC6y1qA0OYCQccStC0og0HbN+izYQij4Yx73g+mQsjshBDGgbavOKMt2EDouj2UidB5vjBVgBAAABq9SURBVJ6yEc4yF85+HcpICDnUIfiY7rISuhvi0JGREFwvoXOYw+lpIY2GACajH7NuKkSZfJgN/k4zwWr0EmXwnzGbg9XgDZmZ4DB4sAkfF+eUKUNBoVCcQb/N8iCE+A3QDNxPP6UwjpsUJVt//VvG/I8XU3k9Rbdkc+Md27k5bg//eOQO5EspxH1WgPuyXCpXelg19RUq/HE8tO02Rr3qxXy0lMY5Tlx3NPH8pNdokRb+ee/tpKy14dhRgMxMoeCmOJYt0f7zuMU9hj/sWErOe2D7ugBSEilZnELa0mJ+73wXu/DxVPlCvto6geGbWjEfOgXJCVRdmUbTghYenvwJS+zHOOqN4+nCxRTtGE7G521E5RUB4B2fRfmMaIzT6/mnMZ+z0H4UL4INrom8kv8jfHsSSP3Wi/1wFbK2HuGIod2ZRu3FVuon+Rk7tpTl6XuZGV1AklFS4Teyyz2STdUXc6AwE2u+ldiCALGFHv0LdpNWyDDKAglx+FJjcadH0TLMiDtd0p7qIzalmREJdYyNrWSktYpcczWpxmbiDF6sQiuUBnQWXfNIgUcacQfMeKSZdmnEI82dhRj9CIzIzgKNVuHFIvxYhRebwYtV+LEK2VmEreN3eyQ0BsxU+WMo9KZwwpPK0aY0TtYn0lQdg6XKRHSFIKbcj628DVOVPva7rV37L2Z8LN6MBJpyrTQ5DXhGeZiUW8qilIPMtJ1gmNFPrV+wq9XJOxWXcvhIFvF5JpLzWrEUVCJdzYjEeFrGp1F1qRnTtHruGfUVyxx5mJF83DKW/zk+G++XiaR/2Yr5+xIA2iYOp+zKKLJmF/MvOZsYb6nnw5YxPHNgPo4tdlK3V0JNPd4JORQtjOayeYd5LOMjWqSJfyu4gfKNw8naVANVtbgvd3Lqenhs9kYW2I7xt9rZrP9wOiPeacJQUoXrCidVt7byt2mvYxftPHDgThyvxxL3WQHesZnk32nhj3PXkmmqZ+Xee0hbZcX2TSFNVzmR92mZPG82TuucctWXFs+xB6NYPedFfjwif0A+IAxEXIgani3nJN6DaG3nxIo0HrppPVOsRdz9zUoyXzBjzSumboGTuJWambiu6RLWrJuHc201wu2h5PpsJt7yPU9kbuR91ySe//BqRr7pwnCqEtcVTiqWt/Ff+jCTfyu6lvz3R5O1oQrqGjtnfXlshlbz4n3XBP60ewFZG43EfnkKgMZZOZQuCHDPdO3LY6U/mqdLFnFoxygyP23HmlcMAUnbxOGUz4oicVYFP3duZaa1lEq/hdW1s/jgwGQSvjaTurcZw0ntS6zMTqN+Yjy1kwWpkyq5NXsvc+1HSDEGKPaZ2dZyER+UTqLkWCpxR43E53uJPlkPNXVaIVZbNCQn0JrlwJVtpjlb0JbVzrCMei5JLmVKTBHjosrINDZ3TiHZURixwueg2JtESXsiRa2JlLfGUuO209Ripb3VjGw1YfAYMHi0mikGr8Dgo1ujMWCCgFkzGwNWScAaQET7sER7ibV7SLa1kB7dxPDoOrIsdWSbaxlmchGvT28LWqZSqT+GI20Z7Gseznc1mVSUJRBVYiGmWOIo9hJd4tKKULpbtSFiyYm0jkigYZSZxrF+MkZXc01mHvNjDpFt8lLtN7CtZRxri6dSmZdG8j5JQp5eoNFoIDAig6qpMdRf7uWaSfu5O2knacZ2dnkyebZgHnU7h5G+U4/5BoFnYjalcyxMuDKfR7I2kWZs1Uym3bM6izMSCNA0I4eSpX5+NX0L1zkOaTV8vlzSOQsMiXGULE3Fed0Jfp/zHoW+BH759a0MeysKxxcFBHLSOLHcwQNLN3OjYz//XrqMvDfHk7WuGGmN4uRtqdx141ZuiP1OMyFfySZp8wnaLs6m+H4vay5fddpMWF2JjLZw7N54Cn/xcMTEhUmTzPLvG1JxS9NZpkJLR6ZC0JSSp4c/mGn3m/D4TXj14Q/egGYodNRVCARE93UVQg2B6FqcsadsheBMhWADoqtp0IOxELpI45nmQFdzAbpkLtC1vWP97CyF4Ge6x5kfumzvMyHMhFAFGCHIPAhq785A0LZxOhMheJ+gn52/4yzDQN/eWyMhOAOhqwnRQ1ZC12KM3Q5xCFEvwWCQGDuyEvTii1oRRj9Wow+L0RfSTAiezSGUmeAwBMjJjpxZoZShoFAMDudtKAgh7IBBSunS17cAvwPmAbVBRZYSpZSPCCEmAG9wusjSVmB0T0WWRkyMkas+SOfu7f/A6Od9mItrKL4lh4V3fMm9iTv5+YlbcK3KJPHjE7RfnE3BPfDcrFexCD/3f7WCzFfN2L4pwDMll5N3wJ+v+F+c5hoeyr+ZhjczGfZRMRgNlC3JIvHGEp4Z+RYt0szDR5fT/l4qwzZrUze6Zo2gZKmfh2d8zDUxh9nRmsPv9i0ldpNdq+Zf24BvfA4lP7aR+eNiHs/dyChzE9vcuTxzZAFyRwLpO7V0VWE24xmfRcX0KCw/quO+0TtZYj8MwDb3KFadmknlvjRS9kni8+qhrErrjPQUXGMTqB1vpH18KzOdJ7guaR9TospwGE6PD95WP45vSnLwFsbgOCVwFPuwlQTN8NAx1aLdRiDegTfZhifZTGuSAU+ioC1R4k/wYo1rI9HRQprNxbBoF2mWJpLNLuKNbhyG0+lvZuHHrFduBzAgCXRWfxd49dkeOtNQA9E0+G3UeB1UtsdS0eqg0u2gzmXH0xiFsd5MVJ3QZ3oIYK3xYq5xY2hwIVvcp6fA1Gd6cGfZcWWbcOVIzLnNXJZ1irkJRzrHjbsCkn1tGWyom8yOgpFYDtlI+t6P46he5BIgI5WGiQlUTxGkTalkZc4u5tryAfiw5SJePD6L9q8SGba7Dev3JUivF//oLMpnxcDseh4et4W5tkLyvbH8oXAJxZ8NJ2ubG9P3pxAJcVRdlU7TohaemLKR2dGn+KD5Iv64eyFZG4w4dp5E2KKpWJCB+fpqnhn3Jnbh5V8KfkLNu9lkfFgKPj8Vi7OJv7mUP496kwJvMg99cQsjXgfrvkJapzkpWeHlhR+twY/g/i/uxvkKWA4WU3f1SBz3agVMX66bxcevzyD7zSJ8mYkce8DC6jkvUuxNYsWYr/rlA8JgxIXRE6Ol98EnGftCI8LdRsFd6fzzTzYy03acu79bSfKLNmzfFNI4x4l/ZS3Pj3+N3a1Onv7wWka9oWUvVS9yYru9nGfHrOV4eyoPf3EzI9aCdW8BvnHDOfETKw8u2MJPHPt5vVEvlPl+G+YDhQScGRQtiePSxd93mkNPnLyeks05ZH2sFd2Tw9Mpm5uIZb5WjHFaVAW7PJk8dXQh7duTyfjcpcUDWzQtkzMpn2kia3opP8vZxrSoCmr8Zl6vn866w1OwfxNN6netWI6VaxlMSQm0jEuldqIZ98RWrhydzw1Je5kSVYUZKPDZ+MR1MZvLx1F+IgVHvpG4kz7shc0YKuu0LCYhEI4YAkmxeNJjaEk305IuaB0WwJTaSmZyAxfFVzLGVoHTUkWmqYF4Qzs2cbYR6JEG3NJEi7R0fnnzSDOegBmvNOIPGvNgJIBZ+LEavFiF9/SHVtGOTfiwisBZRqZbQkPAQqkvnoL2VI65h3G4IY3Smnh8VdFEVxiwl0vs5V6s5c0YapuQrmaklNosFmmJtOTE0Og04RrpJ31UNVenH2G+4yBOkxsvsK8tlXW1U/n8+ChsedEk5XmxH9GNXbuN9jHpVF0STfO0Vm4cv487EnaTbPSyp20Yfzk1l5LdmaTv8mHfX4p0t+IfnUXZlQ7MV9byyNjNXBFdzB69OGP7J8lkbNOnGB2RRcnVcWReXcSTznXYhY8/lC1m76bx5GxsxFBQhndSLgXXRbFy/mfcEbeHt12Tee6TBYx8y4PpSBGeqU5O3gpPXfEW4yyV/PzYrbjfSCdlUwH+9GTy73DwyNL1TI8u4IHv78S4Kkkz4qflUn2fmzWXrmJ360j+8vYynGsqkLYojt4fx18Wr+634muDERemTLbI9RuTcAUMvTIVOgwFbfiDCY9PGwbRYSq0+Y2dpkLwEAgZEJ11FQh0qa0gOT3rgz70odNgCJWtcIbRoPdVtzUVTrd1nb2hq7HQU9YChMpYCJG9oLd37h/0WmsLMRyCLmZDB+djKoQyEwyh9+lxlocuBsLpdc5YP9NY6CYboYuR0HU2iLOMgq7ZCYag6zhj+EPorAQ6zQR5ehYHwRm1EjCcrpcgDPKsegkdZkJnZoLBj9XkxWLw6cMctLoJvTUT7MJAcpbKUFAoFGdyIYaCE1invzQBb0gpfy+ESALeBIYDRcByKWWdfszjwL2AD/illPKjns4RlZUtX/w0k1xzNXd+9gBjnmvDVFpLyfJc5t+lFV38deFNlK1ykrwxH//IdI7dY+XP894g11TLvXkriH41nrhtxwk4Mzl+u51fLdzINTGH+Y/K+Wxfdyk566qhug7XlaOoXO7hj9PeYkpUFU9XzmPLx5eSu75Zn9ovm6JFcVy8+Cj/nrUBswjwVPlCdnw2kezN7UR9V4CwRtE0I4fSeXDt9L38NHk7ViH5e+MlvHDgCuI+t5K6uwEKSjDYbdr0XD+KwnR5PfeN3sWymEPYDYLdnhTWVMxk70EnifuMJOW5MRdUaKm6jhj8OWk0jI2h/iIwj23iquEnWBR/gImWKuINBlwywJH2BHa2jOGL6pGcLE3GXByFvQRiyv1El7diqnEhm1xadXe/H8za7A7CHk0gxoY/zkp7rBmvw0h7jMBrF/js6MXXJIEoScASALMEkzY1kRD6HzsJUuoftHwG8AoM7Qa9+JrQi6+BuVliaZaYXX4sTV6MjR4MzW6kPtsDXi8YjYhoKyLWgS/ZQWt6tDbTQxZ4s9sYkVnDFSknmGU/xjhLPQ5hoCEQIK89lc0NE/m0aBTeo7EkHIb4o80YT2nZCIZYB17nMGon2qib4mfqxQWsGLaL6dZqWgKSDc0TeDl/hmYkfNWG9VAJgRY3OLOomh5P45Ue7p/0BbfFfYdHCv5WcxXrd08lcyvEflWMdLfSdomT4qstzJ6jFQr0SgO/LVnGwU1jGf5RI4bjxQTG5nDy2hgWLPqWR9K2sq8tlYf3LCf1bSux2/MhKYFTN6Vy1Q3f8mjaJ3zYPJb//PgaRr/RgqGglKYfj6blrkZWTVpNkS+BX2y9k9Gr2zDll1GzdBQZKwt4JvcdnqudzeY1M8h6qxBfZlJnZkKxN4nfrLuZgn/9dX99cRjwuDBmolU+8/5ofrbxHsY9X49weyi4O5OfLt/IXPsR7ty/ktgXY7Hvyqdl5ijq7m3m1SmrKPQl8dDW2xm9pqMK/mjq7mzmpUvWYBAB7tu/gpi1ccRvPQGJcZy6MZXLr8vjifSP+N6bzK+/XU7iu3YSPjsJJhM1c4fjutbFf0x+l8uiqvh70yT+8uU8MjcZiNtZiPT5aJ06guL5Zq6ancevhm3BYfDzv02Tee67K0nYbiV1Vy2yuBxDfByuqRmUTzcy8vIifpr9KdOt1dT6BeuaLuG1Y5ch9saSss+L/fsKbSaCaCuB3HTqxzuomwCx42tZNvxQ5/SRAAVeK9tbxvFJ1TjyC9OIPmkhtjCAo7gNc1kj1DVoMUAIbZaE+Fj8yQ48yVbcKUY8KQJPosSX6MOa4CEltpmMmEYyrQ0Mi2okzdRIkqkZh8HTaQp0TAVpAIwh7p9eBL9ziskOM8IVsFLri6HSF0dFWxylnnjKmuOoborBU2/FVGfCWiew1khs1X6s1R6Mtc3Q4EK63doXoWgrJMbjzYjDlR1FU66B1hHtjMqtZH7qEa6yH8Fp9mAA8vXpIjcUTaDpcBIJhyDxkD6DRqsHQ3Ii7ouGUXWJGTm1idvH7OGm2G9JMkq+aUvir8VzOf51Dulf+nHsLdMK5WanUzUjifo5Hh6YosUHV8DInyoWsH3HRLK3+ojeU4AwmWiamUvJ4gA/m7GV22IP8E1bKo/uv5GYDxykbC1Cer00zHFSe6M2ZeR4cw2/K1/M1+9PJOe9aqhpoGHuSJpva+T5Sa8BcN++FSS8GoPj8+P4xmZzfEVU59/Du/atJPHlGO25mDGKhvtcvDHlZba1jOOvby9l5CulSJuVo/cn8OyyV7AKL1c7j0ZMXJg6OUpu/jCZFhnolanQFjB1Ziu06+ZCu9+oFWvUayp0TCsZslijPD2tpAyqqdA5C0TncIgeshVkUHtXE0GGaOtaPyEQZCx0zUDoo7kQch04a6aHrtuD2jrvd3efH3tjLIQwEqCLadBlv5DmAZxpIOjbu1/vnYlw1jCIbgoydpulEJytYJBnD4EIkZVw2kwIGuJgCJoWUpw9LWRH8UVzcM0Eg1Y3Idp42lCwGTrqJvTOTIgxRGHNOKkMBYVCcQb9NuRhIBBCVAMtQM259g0DkokMnRA5WiNFJ0S+1hwpZcpQiOkrKi4MGJGiNVJ0QuRrVXFhYIj090W4EilaI0Un/DDiwqkhlBDO91pp6zvhqguGXlvIuBAWhgKAEGJPJDihkaITIkdrpOgEpXWwiZRriBSdEDlaI0UnKK2DTaRcQ6ToBKV1IIgUnRBZWsORcO4/pa3vhKsuCF9tXUeqKRQKhUKhUCgUCoVCoVCcE2UoKBQKhUKhUCgUCoVCoegz4WQoPD/UAnpJpOiEyNEaKTpBaR1sIuUaIkUnRI7WSNEJSutgEynXECk6QWkdCCJFJ0SW1nAknPtPaes74aoLwlRb2NRQUCgUCoVCoVAoFAqFQhE5hFOGgkKhUCgUCoVCoVAoFIoIQRkKCoVCoVAoFAqFQqFQKPrMkBsKQohFQoijQoh8IcSjYaDnZSFElRDiYFBbohBiixDiuP4zIWjbY7r2o0KIhYOoM1sI8akQ4rAQ4pAQ4hdhrNUqhPhaCLFf1/rbcNWqn9sohPhOCLEhzHUWCiHyhBD7hBB7wllrX1Fx4bx1qrgwcHpVXBhiVFw4b50qLgycXhUXfsD01Edd9gsZm4QQvxFClOr9vk8IsSRo23n3cT/o+k8hxBEhxAEhxDohRLzeniuEaA3S+1wfNPUYn4XGs/r2A0KIS3uhs1fXOVDauoud+rZu7+1A69K3nfVM6+390md9Rko5ZAtgBE4ATsAC7AfGD7GmK4FLgYNBbU8Dj+rrjwJP6evjdc1RwAj9WoyDpDMduFRfdwDHdD3hqFUAMfq6GfgKmB6OWvXz/wp4A9gQrvdfP38hkNylLSy19vG6VFw4f50qLgycXhUXhnBRceGCdKq4MHB6VVz4AS/d9VGXfbqNTcBvgIdDHHNBfdwPuq4GTPr6U0H3PpegeNYHPeeMz8AS4CP9GZ8OfNULnee8zgHWFjJ29nRvB0OXvu2sZ7q/+ux8lqHOULgcyJdSFkgp24G1wHVDKUhK+TlQ16X5OmC1vr4auD6ofa2Usk1KeRLIR7umwdBZLqX8Vl93AYeBzDDVKqWUzfpLs77IcNQqhMgClgIvBjWHnc4eiCSt3aHiwvnrVHFhAFBxISxQceH8daq4MACouPB/gu76KJjziU0X2scXpEtKuVlK6dP32w1k9eHcoehNH1wHrNGf8d1AvBAi/RzH9uY6B0xbD7GzP7iQPuuJ/uizPjPUhkImUBz0uoT+u1H9SZqUshy0P8xAqt4eFvqFELnAJWhOflhqFVpa4D6gCtgipQxXrf8FPAIEgtrCUSdoH7I2CyH2CiEe0NvCVWtfiBStYd3XKi70KyouDD2RojWs+1rFhX5FxYUfPt31UTDn6q//p6ervxyUfn6hfdwfujq4F+2/4B2MENownu1CiNm91NObc3W3T0/H9uY6B1JbJ11iZweh7u1g6Qr1TEP/9FmfMQ3GSXpAhGiLpHksh1y/ECIGeAf4pZSySYhQkrRdQ7QNmlYppR+Yoo/TWieEuLiH3YdEqxBiGVAlpdwrhJjTm0NCtA3m/Z8lpSwTQqQCW4QQR3rYd6i19oVI0hqKIdev4kL/oeJC2BBJWkMx5PpVXOg/VFz44SCE+AQYFmLT4739FSHaOvrrv4En9ddPAs+gfYE/Zx8PsK6OczwO+IDX9aZyYLiUslYIMRV4TwgxQUrZdKHn6mGfgX6/XYg2bWOX2Kk3d3dvB0vXWc+0njU3JAy1oVACZAe9zgLKhkhLT1R2pL7oqSZVevuQ6hdCmNHe4K9LKd8NZ60dSCkbhBCfAYsIP62zgGv1wipWIFYI8VoY6gRASlmm/6wSQqxDS58KS619JFK0hmVfq7jQ76i4EB5Eitaw7GsVF/odFRd+IEgp53e3TQjRXR8F021/SSkrg37XC8CGcx0zGLr033E3sAyYJ6U24F5K2Qa06et7hRAngDHAHnqmN++Z7vax9HBsb67zXFyItu5iZ0/3dlB0dfNMf07/9FmfGeohD98Ao4UQI4QQFuBWYP0QawrFeuBuff1u4P2g9luFEFFCiBHAaODrwRAktH8tvAQcllL+Kcy1pojTFWSjgfnAkXDTKqV8TEqZJaXMRXsvbpNS3hluOgGEEHYhhKNjHa3AzsFw1HoeqLhwnqi40P+ouBA2qLhwnqi40P+ouPB/hu76KJhuY5M4c7z7DWj93vF7L6SPL1TXIuBfgWullO6OA/Tnz6ivO3VdBb3Q05v4vB5YITSmA416Sn5Px/bmOgdMWw+xs6d7Oxi6unumO4650D7rO3IQKj/2tKBVsDyGVuny8TDQ83e0lB8vmjP0D0ASsBU4rv9MDNr/cV37UWDxIOq8Ai3t5QCwT1+WhKnWScB3utaDwBN6e9hpDTr/HE5XbQ47nWhVYffry6GOZycctZ7n9am4cH46VVwYWM0qLgzhouLCeetUcWFgNau48ANduusjIAP4MGi/kLEJeBXI09/P64H0/ujjftCVjzY2vyMePKe336S/R/YD3wLX9EHTWecCHgQe1NcF8Fd9ex4wrRc6u32P9rG/zksb3cTOc93bQdAV8pnuzz7r6yL0kysUCoVCoVAoFAqFQqFQ9JqhHvKgUCgUCoVCoVAoFAqFIgJRhoJCoVAoFAqFQqFQKBSKPqMMBYVCoVAoFAqFQqFQKBR9RhkKCoVCoVAoFAqFQqFQKPqMMhQUCoVCoVAoFAqFQqFQ9BllKCgUCoVCoVAoFAqFQqHoM8pQUCgUCoVCoVAoFAqFQtFn/j+gNmSaJAa8hgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1296x432 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# optical parameters, same as always\n",
"T = 0.02 # size of window (meters)\n",
"N = 512 # size of window (pixels)\n",
"L = 10 # propagation distance (meters)\n",
"wvl = 550e-9 # wavelength (meters)\n",
"D, f = 0.0008, 0.0008 # aperture diameter (meters), focal length (meters)\n",
"k = 2 * np.pi / wvl # wavenumber (radians/meter)\n",
"\n",
"# Forming a spherical wave -- this is similar to the previous cases where we have a small aperture.\n",
"# In this case, however, it is ideally small.\n",
"sph_wave = ez.physics.sph_wave(N, T, L, wvl=wvl)\n",
"\n",
"# showing the spherical wave at the plane under consideration\n",
"plt.figure(figsize=(18,6))\n",
"plt.subplot(141)\n",
"plt.title('Incident wave')\n",
"plt.imshow(np.real(sph_wave))\n",
"\n",
"# showing the operation of the lens\n",
"lens_phase = np.exp(-1j * np.pi * ez.normgrid(ez.linspace(-T/2, T/2, N))**2 / (wvl * L))\n",
"plt.subplot(142)\n",
"plt.title('Lens operation')\n",
"plt.imshow(np.real(lens_phase))\n",
"\n",
"# application of the lens\n",
"sph_after_lens = sph_wave * lens_phase\n",
"plt.subplot(143)\n",
"plt.title('Visualizing the phase difference')\n",
"plt.imshow(np.real(sph_after_lens))\n",
"\n",
"# Taking the input wave (the spherical wave after the lens) and forming the PSF\n",
"xx, yy, psf = ez.physics.wave2psf(sph_after_lens, T, D, f, wvl, L)\n",
"plt.subplot(144)\n",
"plt.title('Output PSF')\n",
"plt.imshow(psf, extent=[xx[N//2,0], xx[N//2,-1], yy[0,N//2], yy[-1,N//2]])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}