diff --git a/rough_surfaces.ipynb b/rough_surfaces.ipynb index 4425481..02a83ac 100644 --- a/rough_surfaces.ipynb +++ b/rough_surfaces.ipynb @@ -1,578 +1,663 @@ { "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[0|1] WARNING: experimental MPI support\n" + ] + } + ], "source": [ "import numpy\n", "import matplotlib.pyplot as plt\n", "import tamaas\n", "\n", "from numpy import pi\n", "from IPython.display import display, Latex\n", "from matplotlib.colors import LogNorm" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "plt.rc('figure', dpi=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Generating Rough Surfaces\n", "\n", "*Before you begin: if you've downloaded this notebook, make sure you have the dependencies installed. `python3 -m pip install --user -r requirements.txt` should set you up nicely.*\n", "\n", "In this notebook, we'll see how to use Tamaas to generate random, periodic rough surfaces. The algorithms in Tamaas all expect a definition of the Power Spectrum Density (PSD), although the code is very flexible and gives a lot of freedom to the user in this regard. For starters, we'll use two classes shipped with Tamaas that define two different PSD.\n", "\n", "The first is the `tamaas.Isopowerlaw` class. It has three wavenumber parameters `q0, q1, q2` and a Hurst exponent. The second is the `tamaas.RegularizedPowerlaw` class, which has only two wavenumber parameters (and the Hurst exponent). Below is a graph showing the two power laws." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "q0 = 4\n", "q1 = 16\n", "q2 = 128\n", "H = 0.5\n", "\n", "def isopowerlaw(q):\n", " if q < q0:\n", " return 0.\n", " elif q > q2:\n", " return 0.\n", " elif q < q1:\n", " return 1.\n", " else:\n", " return (q / q1)**-(2 * H + 2)\n", " \n", "def regularizedpowerlaw(q):\n", " if q > q2:\n", " return 0.\n", " else:\n", " return (1 + (q / q1)**2)**-(H + 1)\n", " \n", "isopowerlaw = numpy.vectorize(isopowerlaw)\n", "regularizedpowerlaw = numpy.vectorize(regularizedpowerlaw)\n", " \n", "q = numpy.arange(1, 256)\n", "\n", "ax.plot(q, isopowerlaw(q), label='Isopowerlaw')\n", "ax.plot(q, regularizedpowerlaw(q), label='RegularizedPowerlaw')\n", "ax.axvline(q1, color='gray', ls='--')\n", "\n", "ax.set_xscale('log')\n", "ax.set_yscale('log')\n", "\n", "ax.set_xticks([q0, q1, q2])\n", "ax.set_xticklabels(['$q_0$', '$q_1$', '$q_2$'])\n", "\n", "ax.set_xlabel('Wavenumber [-]')\n", "ax.set_ylabel('Power Spectrum Density [a.u.]')\n", "\n", "ax.legend(fontsize='small')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The powerlaw exponent in the above graph is controlled by the Hurst exponent `H`.\n", "\n", "## Creating the spectrum objects\n", "\n", "Let's create a 2D surface. For that we'll need a `tamaas.Isopowerlaw2D` object and set its parameters." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "spectrum = tamaas.Isopowerlaw2D()\n", "spectrum.q0 = q0\n", "spectrum.q1 = q1\n", "spectrum.q2 = q2\n", "spectrum.hurst = H" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `spectrum` object can be queried to know some of the asymptotic properties of surfaces generated with it. For example, we can know in advance the root-mean-square of heights or the root-mean-square of slopes." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\sqrt{\\langle h^2 \\rangle} \\approx 46$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\sqrt{\\langle \\nabla h^2 \\rangle} \\approx 10855$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rms_heights = spectrum.rmsHeights()\n", "rms_slopes = spectrum.rmsSlopes()\n", "\n", "display(Latex(r'$\\sqrt{{\\langle h^2 \\rangle}} \\approx {:.0f}$'.format(rms_heights)))\n", "display(Latex(r'$\\sqrt{{\\langle \\nabla h^2 \\rangle}} \\approx {:.0f}$'.format(rms_slopes)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the surface generator\n", "\n", "To generate the rough surface, we need a surface generator object. Tamaas implements two methods with two separate classes: `tamaas.SurfaceGeneratorFilter` and `tamaas.SurfaceGeneratorRandomPhase`. The former generates a surface by the product of the Fourier transform of gaussian noise and the desired surface spectrum, while the latter generates uniform random phases without altering the power spectrum. This leads to a lower variance of statistical quantities in the surfaces generated compared to `tamaas.SurfaceGeneratorFilter`, but depending on the application adding noise to the power spectrum might be a desired effect. For simplicity, let's use the `tamaas.SurfaceGeneratorRandomPhase` class." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "N = 512 # Number of points (should be at least 2 * q2)\n", "\n", "generator = tamaas.SurfaceGeneratorRandomPhase2D([N, N])\n", "generator.spectrum = spectrum\n", "generator.random_seed = 42" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can easily generate a surface for the seed we specified." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "surface = generator.buildSurface()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Important**: the object `surface` is a *reference* to an array internal to `generator`. That means that if you change the `random_seed` or the `spectrum` and call `buildSurface()` again, the object `surface` will automatically change.\n", "\n", "Let's plot our new surface." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "image = ax.imshow(surface, extent=(0, 1, 0, 1), origin='lower')\n", "fig.colorbar(image).set_label('$h(x, y)$')\n", "\n", "ax.set_xlabel('x [-]')\n", "ax.set_ylabel('y [-]')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Statistical properties\n", "\n", "We can use the class `tamaas.Statistics2D` to compute stats on our surface. For example, we can check that the values of the RMS of heights and slopes are correct (i.e. close to the theoretical value from the `spectrum`)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\sqrt{\\langle h^2 \\rangle} \\approx 46$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\sqrt{\\langle \\nabla h^2 \\rangle} \\approx 10835$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rms_heights = tamaas.Statistics2D.computeRMSHeights(surface)\n", "rms_slopes = tamaas.Statistics2D.computeSpectralRMSSlope(surface)\n", "\n", "display(Latex(r'$\\sqrt{{\\langle h^2 \\rangle}} \\approx {:.0f}$'.format(rms_heights)))\n", "display(Latex(r'$\\sqrt{{\\langle \\nabla h^2 \\rangle}} \\approx {:.0f}$'.format(rms_slopes)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Although some of these statistics can be computed with Numpy/Scipy, `tamaas.Statistics2D` is the prefered way to do it because it handles cases when the program is run in an MPI environment. It can also be used to compute more advanced functions, such as the power density spectrum or the autocorrelation." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA3AAAAGGCAYAAAA6vmP6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsnXm8LFV177+/6nPvlVlEEQwgJvp8KiYqimiiEuWCUxKNMWKciGhUHOL8ghqH+IzmPSUEhZgQFSXR55A4oBIQFGMEJRAHrjhkEBSZZBAuwx1O13p/7F3Vu+t0n9NVPfdZ3/upe7p37araVd3Ve/9qrb2WzAzHcRzHcRzHcRxn9smm3QDHcRzHcRzHcRxnMFzAOY7jOI7jOI7jzAku4BzHcRzHcRzHceYEF3CO4ziO4ziO4zhzggs4x3Ecx3Ecx3GcOcEFnOM4juM4juM4zpzgAs5xHMdxHMdxHGdOcAHnOI7jOI7jOI4zJ7iAcxzHcRzHcRzHmRNcwDkziaRXSDJJW4bczxMlvXVEzZp5JL1VkjXctu+1knS5pNOHaZvjOM68I+nY2DcVy7KkKyV9SNIvTbt9o0DSgZJOlfQjSXdIulHSpZJOk3TgDLRvLvv1yvemLekmSd+R9DeSDp92+woknS7p8krZGyQ9ZUpNcnrgAs6ZVZ4f/z5A0sOH2M8TgbeMoD3rgdWu1VOBt0+wLY7jOLPMHwKPADYDpwHPBL4mabeptmpIJB0A/DvhvE4k9AvPBz4GPAz45em1rmSe+/VPEb43vwEcA3wEOBy4UNJfTbNhCW8n9PkpbwBcwM0QS9NugONUkfRQ4NeALwBPAo4DvjnVRo0RSbua2e11100SM/vWtNvgOI4zQ2wxs4vj669IagF/Shjk/sP0mrU2knYBtplZL2+NFwJ3BQ4zsx8n5Z8B/lzSXD34lyTgTmZ2x7TbErnWzL6RvD9b0knA3wKvkPQDM/vrKbUNADP7r2ke3xmMuboRnXXDcfHvnwAXAMdI2rVYKemI6IJwRLqRpINj+bHx/enAS+Pr1HXh4Fh2J0nvlPRjSTsk/UzSKZLuXG2QpD+QdKGkW+PybUnHVeo8P7pDbIsuJ5+WdL9KndPj9g+UdI6krcB5cd35krZIerSkCyTdDnww2fYZsQ23xX2cLenBa13MuN05kq6O7jDfl/Su9EnxANdqhQulpIMk/b2k6yRtj/t9TdrBJ5/JayW9Ol7rW+N5zIzLiOM4zpAUg/J7FgWSDpH02egqty32G89L1kvStZJOScpasX4u6e5J+asV3DXvnJQ9VNLnYn+zTdK3JP1+2ih1XD6PkvRBST8Hbgc29TmPfYAcuK7XSjPLk30X/dkDJJ0X+6afS3pf2mcn53p8vAZ3xHP8lKQVFj1Jj4/7u1nS7bFvOaE4Jqv3VRaP/2JJ3we2A8/TgOOGynn9z9jP3hb7zz+J6w+X9K+x/EfpZ9oEM2sDLwOuB15Xad+ekt6t7nHKSapYepPzfk68XrcrjEeeXKl3N0l/K+mnsd/+uaSvSzqycv6Xp/sGdovXsbje58drt1x8NpXjPDrWe/ow18bpjws4Z6ZQeDL4TODfzGwLQcDsATT5EXg7wV0BgstCsVwtSYQniq8FziBY+k4Engd8WVLZuUn6M8IT1auAYwmuBR+mu6M+AfgA8D3gd4E/Bn6V4BZxn0q7NgKfA74M/A7driD7A38PfJTgJnJq3P8bCC4slwG/DzwnXpevSbr/GtfhPsAXCcL48cBJcR9nDnKteu1Q0t0I4voowlPn3wbOBd4NvK/HJi8luOS8EngWoTP4oqS91mi74zjOPHDv+PfnAJLuS/iNfADwCkK/cBlwuqTXA0QL2JeBI5P9PBS4M7ANeFxSfiRwiZn9Iu7/N4Gvx7ovJvQl3wY+noqRhA8COwl9x+/F1724kDA2/CdJR0vac43z3kDoX84jWB/fB7wI+Hil3t8Q+p5zY73jCdfmgopQPS7uL4vn9VvAycABscogfdVTgJcAfwYcDXxtjXPod17/RPAE+h3gLOCdkv6c0P9/kDAW+CHhMz20wTFKooXwXOBeCm6sRBH8VcK45GTgCcBfEMYhn4vjmJQnEYTgm4GnATcCn66I5DMI1+fPCP33C+Jx91mleY8A7iB8LsX1Pt7MLieMZV6sYIFOeRlhzPTpgS6AUx8z88WXmVkInYsBL4rvdwe2Av+S1Dki1jmisu3BsfzYpOx9xH6yUvfoWPd1lfLfj+UvjO/vBSwDf79Km+9MeKL5hUr5gYRO+B+SstPj/v+wx37Oj+se22M/O4GTK+W7Ezqtjydlb+11vsl6EVynHx2P9atrXau47nLg9OT9O+P2h1XqnUp4evs/Kp/Jd4FWUu9hsfyYaX/nfPHFF18GXQiDZwMeHn9LdycMnK8DbgHuHut9LP7+H1jZ/ovAbcBe8f1xcX8HxvdvBL4PfBb4YCzbANwKvCPZz/cJc9WWKvs/kzBwzirt/fCA5yfg/UA7bpcThOeJwMGVukV/9opK+Rti+a/H94fH96+u1Dsg9p1/Ed/vDtxMEFxapY2r9VUG/ALYu1J+BIOPG4rz+t2kbCl+xgY8OCm/C2GM8J4Brq0B71tl/bvSfpXghdQGHlqp97RY7wmVfV8D7JGU3T1u/ydJ2VbgL9do5+nA5ZWyW0nGAD2u61OSsnsQxixvnua9uuiLW+CcWeM4wpOe/wdgZrcCnwQe1cOSNQyPjX9Pr5R/ktC5Fk8+NwMt4BT68whgl+q+zOynhKerj+uxzT/22ddNZvblStnRhM7jI5KWioUwOPgq4Qe0L5J+WdJHJV1D+DHfGbcDuF//LVflscBlZnZRpfx0wgDgsZXyL1hwEyn4bvx7TxzHceaPbxB+S7cCnycMnp9gZtfG9Y8Fzov9QMrpwK6EfgOC9QM6VrjNwJdi+eZY9giC18K5AJLuDfxP4ly7Sr/wRYInx30rx+3X53RhgRcTgpUcD3yIICBfBXxP0mN6bFad8/fR+Pc3498nEwb5f19p6zXAd+j0YY8E9gROtagEGvJlM7tpiO0htPeL5RuzZeA/gastmRNuZjcShN0o+rKqRe3JwBbg25XrdnZs3xGV+l8xs61J267t0baLgGMlvSm6gm4YpsFmdj7hM3xpUvzi2L6/HWbfzuq4gHNmhtgpPZrgsiBJd1bw9y/cJZ7fd+P67AMsm9nP08LYaVxDx53gbvHvlWvsC3q7G17FSteE283slj776rWPwr3k3wgDhnR5BmHCeU8k7U54mvlw4E2EH/yHEdx5IAjPJuzTp61XJetTbkjfmNn2IY/vOI4zTZ5L+C19MHAPM/tVM/t6sn6g30gzuwL4L+DI6DL3CDoC7oDoinkk4cHmBXHbok94Nyv7hFPjumq/0NMdvh9mdoWZ/bWZHWdm9yH0NXcC/m+l6rKZ3VApuyY9x9heAdf2aO/hSVsH6W8Hoda59uF2M9tWKdtBcEussoNwbYalEFrFd+TuhKkY1Wu2lXA9q59x9XOAMAcw7WefQXABfQHBXfZGSR+RtN8Q7T4ZeJyk+0ZB+ELgU2Z2zRrbOUPgUSidWeL5hB+l34tLledJehPB8gQrJ2H3FTI9uAFYknS3VMRFn/L9CGIJ4nwGgqtH9Ulqui8ITz2r3IMwMTlltSeLvdYV2/8ecMUq2/bisbENR5hZYXVDPQK11OQG+p8vrDxnx3GcReL71olC2Ys6v5HnEeZZPYbwYP18M9sq6SqCFe5I4GvJg69i23cS5mn14oeV98NYtDCzT8S53odUVi1J2qci4goxUJRdH4//KIKgqFKUpf3tUM3tUTaKccPYiPP/jwT+y8wKAXs9Qbj3e3hdu581s+sJc9FfKekgwvz1dwH7EubIN+GjhLl5LyVYpvdjda8lZwS4Bc6ZCeIE2OcRnkT+Zo/lPYTO8AmE+VgQnkyl/HaPXW+P+69aes6Lf59dKX8awVWlWH8Owe3wJas0/0LCj2zXvuJE5Mcm+2rK2QQf+18xs4t7LatsW3Rk1U7zRT3q9rtWvTgPuL+kh1TKnxuP+ZUB9uE4jrOonAc8VtI9KuXPJcz7SkPJn0uwtrwS+EbiBnceIVDGw+i4WmJmPwT+A/i1fn1C6kpXB0m9RGfhzXEgHetQyrMq7/8g/j0//v084eHsL/Vp66Wx3gWEOXAv7hGgI6VOX1Vwefw7yLhhosTxz/sIFsu/SFZ9HvgV4IY+1+3yYY5rZj8xs/cRLL7VvrxK1ZKX7mcbwV3yecCrgW9XrNHOGHALnDMrPIHwZPJ/RZ/qLiRtIUQ1Os7MPi/pXOAESTcRrFKPo+MWmFJ0DP9L0lkEMfZdwg/W2cBfxChbXyf8sL8N+BYhUhNmdnmMOvWnsbP4GKGDuT9wVzN7i5n9QtLbCTlyPhLr7EOILrkt7rMxsQ1vBt4Ro0n9M3ATocM/DLjNzPolNb0g1n2/pLcR3C+eRcizV6XntTKzHT3q/iVhIPKF2LYrCBP5jwf+2sx+1OBUHcdxFoW3EeYwfSVGMr6R8Nv7JOD1ZnZzUvfLhAdfR9Edlfhcgrtb8TrlRcBZks4mzKv7GSGgxv2Ah5hZ0/Dtb5T064Qokt8mPJy8F6H/3YdKmHuC++BrosD7N8I8tjcBZ5nZvwKY2dcl/S3wIYU8r/9CmGu+PyGh9aXRXfNWSa8B/g44V9JpBLfLexPE6sviMev0VcQ2XFNj3DBO7q6QQkeESNKHEPrSXyMEFzktqXsS4aHyv0j6S8LYJQMOInxX3mNmA+fIjVGfv0KwmP2A4Ir5MILlrZ8lt+BS4AhJv0VwUd0aHyQUnAq8HjiU4J7pjJtpRE7xxZfqQgg1ux242yp1PkYQIHcnmOg/SXDR+AVBcB3KymhSG4HTCBN587j+4LjuTgTXgcsJndBVhB+hO/c49nMIk3/vIPzo/Xt6nFjnOMJk3u2xTZ8B7l+pczpwa5/zO5+QHLbf+f8OoaO/mSAML4/X4HFJnbdSic5FmFNxAaHDvC5ejwfXvFaXU4lARehE/oHgxrGD0CG8lhj9LNY5OO7ntT3Ox4C3Tvu754svvvgy6EInquNDB6h7CCHM+i9iv/Dtar+R1P33uN9HJmX3iGXX0yMqI+Gh48cJImcHYWB9HjGKc932xvoPJ1iDvk3oX5djn3AWSdTDWPd0QnTCBxKEwe1xm1OB3Xrs+w8JlsdbY93/JAjUQyv1nhD7w1tjv/U9gugt1q/WV/WN9Mjg44bT6dFP06ePjv3j5we4tpYsbUJf/l1CioXD+2yzGyF1wg/ojC2+S4gKevfKvlecN0nfTXAf/WvCOOXm+Bn8gDBu2LVy/pdX9vNrwL/Gz8MIbr7VY30lXttdpn2frodF8aI7juM4juM4zkAoJNX+PTPbfdptcaaLpH0JVs33mtnrp92e9YC7UDqO4ziO4ziOU4s41/+XCa61OfBX023R+sGDmDiO4ziO4ziOU5cXEFxLHwA8y8x+Nt3mDIakJ0v6oaT/kDSXc/bchdJxHMdxHMdxnIUnJkO/jBDh/BbC/NOHW0jKPje4Bc5xHMdxHMdxnPXAYcD3zOxnFtJtfBE4esptqo0LOMdxHMdxHMdxZh5Jj5Z0pqSrJJmkp/Soc7ykH0vaJukSSY9KVt+DkHaj4Ergl8bd7lHjAs5xHMdxHMdxnHlgN0IqhJf1WinpGYQceu8gpEz6GiFn4kFFlR6bzd18Mo9COQCSRFDsW6fdFsdxnIbsAVxlI5j4LOlOhFxMTdlhZtuGbYfjLCI+5nAmxCz1CVW2m9n2XivM7CxCXkLCrbKCVwMfMLO/i+9fKelo4CXACQTrW2pxOwAYOCH6rOACbjDuQTCxOo7jzDMH0O06UpvYUd8xZDuukXQvF3GO0xMfcziTYiR9wn77tu645rp2013cClRzCb6NkGC8bls2EpKzv6uy6hzgkfH1RcAhkn6JEMTkicCf1T3WtHEBNxhbAa644C/Zc/ddpt2WlWRT8oTN8+kc13EGZRr3xgzeF7fcegf3fOSrYDRP9ONT1tYQu2jvF/fjAs5xVrIV4Kc//Sl77rnntNviLCC33HILBx54IIyoT7jmujZXXHIwe+5Rr8+9ZWvOPQ+9fHeCkEzb0tP6NgB3JXRO11bKrwX2AzCzZUmvAb5CmEr2f8zshobHmxou4Gqw5+67sOceMyjgCiY1WJ3BAarjrMok7o11d18I9ZxKsDo2f1MNHGcq7Lnnni7gnLlh9z3E7nvU6xPyTh+y1cxuGWFzqh2N0jIz+xzwuREeb+J4EBPHcRynAQI1WBqIPseZBJLeGqPapcs1yXrFOldJukPS+ZIeUNnH3pLOkHRzXM6QdOfJn43jTJa25Y2WEXM90CZa2xL2ZaVVbq5xAbdIrDsLgOPMCOvy3suGWBxnZvkesH+yPDBZ93pCgISXAQ8DrgG+JGmPpM5HgQcBj4/Lg4Azxt9sx5kuOdZoGSVmtgO4BNhcWbUZuGCkB5sy7kK5aBQDyXG5jK3Lgaoz9+T5eO4Jvx8cZ9FYNrNrqoUxMuQrgXeY2T/FsucRnur/AfA3ku5HEG2Hm9k3Y50XAhdKuq+Z/XBSJ+E4c8ZFknLgFDM7ZbWKknYH7p0U3UvSg4AbzewnwInAGZIuBi4E/gg4CHj/eJo+HVzALSrpwHIUA1cfqDrzzigfbvj9EGfANXOH9FlwzgxzH0lXEYIofBN4g5n9N3AvglvWOUVFM9su6auE6HZ/AzwCuLkQb7HONyTdHOv0FHCSNgGbkqI9etVznFkmJ6duz5hscViNOXAPJQQgKTgx/v0wcKyZfVzSPsCbCVb0LcATzeyKms2baVzArQd8sOk4Hfx+GA3K4py2upgrOGdW+SbwXOBHwN2BNwEXxHluxZyaXtHt7hlf7wdc12O/17FyTk7KCcBbGrbZcWaCthntminl6tYHMLPzWWMytZmdCpxae+dzhAs4x3EcpwEZzQKSuHpzZpOYILjgUkkXAv8FPA/4RlGtspkqZb2+4NU6Vd5Jx4oAwQLneeCcuaLJnLZRz4FbT7iAcxzHcWojZaihBa7BQ1fHmThmdpukS4H7AJ+JxfsBVyfV0uh21xAsd1XuxioR8MxsO0neq2b3leNMlxyj7QJuYng4MMdxHKcBrSEWx5l94ty0+xEE248JAm1zsn4j8Bg60e0uBPaSdFhS5+HAXixYBDzHqTILUSjXEy7gHMdxHMdZ90h6t6THSLpXFF6fAvYEPmxmBpwEvEHSUyUdApwO3E5IHYCZfR/4Z+A0SYdLOhw4Dfi8R6B0nFW5SNJlkl467YbMC+5C6TiO49RGElKTZ4AeRMaZWQ4APgbcFfg5Yd7b4Un0uv8D7EIIjrA3IejJUWa2NdnHs4CT6USr/Bwhb5zjLDRDBjGpE4XSwQWc4ziO0wCRIXficBYIMztmjfUGvDUu/ercCDx7pA1znDkgp/7jOX+c1xwXcI7jOE5tQhATF3CO4zgOtBsEMalb3+ngva/jOI7TgGyIZTAknSDp3yRtlXSdpM9Ium+lziZJ75V0vaTbJH1O0gGVOgdJOjOuv17SyTEARVrnMZIukbRN0n9LenHNC+I4jrNuaVuzxWmGCzjHcRynNoUFrslSg8cApwCHE6L/LQHnSNotqXMS8FTgGOA3gN2Bz0tqhXaqBXwB2C2uPwZ4GvCezrnoXsAXga8BDwb+HDhZ0tPqXxnHcZz1R95wcZrhLpSO4zjOTGJmj0/fS/pD4DrgUOBfJO0FHAc8x8zOjXWeDfwUOBI4GzgKuD9woJldFeu8Bjhd0hvjxPkXAz8xs1fGQ31f0kOB1wL/OObTdBzHcZxauAXOcRzHqc0ILHB7SNozWTYNcNi94t8b499DgQ10Iv4RRdoW4JGx6BHAlkK8Rc4GNsXtizrn0M3ZwEMlbRigXY7jOOuaHNGuueSUSes9jUBN3ALnOI7j1GYEUSivrLx/G6tE95Mk4ETgX81sSyzeD9hhZjdVql8b1xV1rk1XmtlNknasVie+XyKElL96rZNxHMdZz+QWlrrbRDyNQE1cwDmO4zi1GUEUygOANH/W9jXqvw/4VcI8trUQdIU36zWsWKuO+pQ7juM4FQqrWt1tnGa4gHMcx3FqMwIBt3XQJ66S3gv8NvBoM0std9cAGyXtXbHC7QtckNR5eGV/exNcL69N6uxHN/sCy8ANg7TRcRxnPeMCbrL4HDjHcRynNkKlG2W9ZfAOW4H3Ab8LPNbMflypcgmwkxChsthmf+AQOgLuQuCQWF5wFMHid0lSZzPdHAVcbGY7B26w4zjOOiU3NVqcZrgFznEcx6mN1CJG6h8npwB/APwOsFVSYSW72czuMLObJX0AeI+kGwjBTd4NXAqcG+ueA1wGnCHpdcBdYp3TEgvg+4GXSToROI0Q1OQ44JnjPkHHcZxFwC1wk8UtcI7jOM6s8hJC5MnzCYFEiuUZSZ1XAZ8BPgF8Hbgd+C0zawPEv08CtsX1n4j1X1vsIFr2nggcAXwb+FPgFWbmKQQcx3GcmcMtcI7jOE5tms+BGzwmiNna/jVmtg14eVz61fkJ8OQ19vNV4CEDN85xHMcpaZPRrmkXandeXiQpB04xs1NG27LFZC4tcJKOl/RjSdskXSLpUQNud4wkk/SZcbfRcRxnkcmG+Oc4juMsFtZg/lvyjO4wM7u/i7fBmTsLnKRnACcBxxPcYV4EnCXp/vEpa7/t7kmY9/C1iTTUcRxngZmEBc5xHMeZD3wO3GSZx0ehrwY+YGZ/Z2bfN7NXAj8lzJXoicJM+38A3gL892Sa6TiOs7gUAq7J4jiO4ywWbcsaLU4z5urKSdoIHEqIKpZyDvDIVTZ9M/BzM/vAuNrmOI3Isv6L48w0LdRggbFHrnQcx3EmTI7IyWouboFryry5UN6V0PtfWym/lpVJWAGQ9OuEcNAPGvQgkjYBm5KiPeo101k3jFNoDbvvPB9NOxzHcRzHcZyZYd4EXEF1EoV6lCFpD+DvgRea2fU19n8Cwd3ScbqZJ8tYta0u6JwR0tQdUj4HznEcZ+HwOXCTZd4E3PWEqKNVa9u+rLTKAfwKcDBwplR+STIAScvAfc3sv3ps907gxOT9HsCVjVvtONPGxZszYoRQAy984d9Fx3GcRaPJnLa2+QO9psyVgDOzHZIuATYDn05WbQY+22OTHwAPrJT9b4Ig+2NC8JNex9kObC/eJ+LPWa9kWbcIyvP5sMbNSzuduUNqEeJD1dzOLXCO4zgLR5gDV2+87HPgmjNXAi5yInCGpIuBC4E/Ag4C3g8g6SPAz8zshJjgdUu6saRfAJhZV7njrEoh3gpBNC+iaF7a6cwdzXO6+XfScRxn0cgbJPLOOw/0PJF3TeZOwJnZxyXtQ4gsuT9BoD3RzK6IVQ4C99FxRsgiiCCfD+eMmOZz4BbgfnIcx3G6GNKF8jAzu2XkjVpg5k7AAZjZqcCpfdYdsca2x46hSc48sQiCbFjqXAMXe47jOI7jODPDXAo4x+mLi7PRM+g1daG3rujkdau7nc+BcxzHWTSK3G71tvH+oCku4Oow7NwnH+DWw8XYfFH38/L7oT5N74kx3Es+B85xHMcpaJtoW800AjXrOx1cwE0Sd1vrxgXa+matz3893AMwt/eBR6F0HMdxCtoNgpi0vT9ojAu4WaXXoG4RBrRzOlh1pkD6XVmE7z4s1Pe/eR44f+LqOI6zaOSWkdcMYpJ7HrjGuICbJ4rB3zwOZhdo4OpMgXkXcwv4/XcXSsdxHKfALXCTxQXcvDCPg9YUTyjtDMs83wNp2/0+cBzHcRxnCFzAzTLzPGDtRXE+PoB16rJI98KCiLnmUSgX6LN0HMdxgJCAuW5QEu8NmuMCbtos0sB0UHqd8xwPZJ0Rst7uh37nOwf3g8gazoGb/XNzHMdx6tEsjYD3B01xATcs623AOS6GuY5zMNhdV/g9MTyjuIZjvi8ytcgaRKH0Z66O4ziLR9sy2jWDmCT1L5KUA6eY2Smjbtsi4gKuDnnug9NZZK3PxAXe6PH7YPZJP6OxfF7NLHAexMRxHGfxyBF5zSjDSf3DzOyWkTdqgXEB5yw+LjYcZ+RktMgazIEzt8A5juMsHENa4Jya+JVzVuKCx1kvjN1K5TiO4ziOM1rcArdeqDs4nePgCo7Tk37f6boizu8BADJrlgfO/Imr4zjOwtEsD5z3B01xAbeojMua4KkAnHlj1PdCdX/r9F4QahiFst4cCcdxHGf2yU3kddMI1KzvdHABt6hUB5VzENXOccZC8b0dlZDz+wAYZg5ck8iVjuM4ziyTN7DAeRqB5riAWy+kg866A1kfsDqLgN8DI8XzwDmO4zgFuWXkNV3k69Z3OriAW4/4YNRZ7/g9MDQZDefAuYBzHMdZONqIdk0X+br1nQ7ekzqO4ziO4ziO48wJboFzHMdxauMWOMdxHKfAXSgniws4x3EcpzaeRsBxHMcpaFPfJbI9nqasC1zAOY7jOLXxICaO4zhOgVvgJosLOMdxHKc27kLpOI7jFLQto11TkNWt73RwAec4juPURtEGV5fco445juMsHIZq/75bp/5FknLgFDM7ZdRtW0RcwDmO4zi1kamZC6W5gHMcx1k0hrTAHWZmt4y8UQuM2y4dx3Ecx3Ecx3HmBBdwjuM4Tm2yIf45zjwg6QRJJumkpGyTpPdKul7SbZI+J+mAynYHSTozrr9e0smSNk7+DBxncuSmRovTDHehdBzHcWqTNZwD12Qbx5k0kh4G/BHw3cqqk4DfAo4BbgDeA3xe0qFm1pbUAr4A/Bz4DWAf4MOAgJdPqPmOM3HaZLRrPqCrW9/p4AJuPZDnvcszv3EcZ1V63Tt+3wAu4JzFRdLuwD8ALwTelJTvBRwHPMfMzo1lzwZ+ChwJnA0cBdwfONDMrop1XgOcLumNPs/HWVSaWNTcAtccH4ksEnneexm0vuOsZwa9d+reZwuKSglXf3GcGecU4AuFSEs4FNgAnFMURJG2BXhkLHoEsKUQb5GzgU1xe8dZSHKyRovTDLfALRKFZWDQwaRbEqaHf0azR/Va1xFl6/Bzcgucs4hIOgZ4CPCwHqv3A3aY2U2V8mvjuqLOtelKM7tJ0o6kTvWYmwgCr2CPBk13nKnSNtEhIS0gAAAgAElEQVSuaVGrW9/p4AJuEVmHg8m5oa6lpqjvn+nk8WvuOOsKSQcCfwUcZWbb6mwKWPLeBqiTcgLwlhrHcxxnneMjFMeZB9ahi54z2zR3oPQnrs7MciiwL3CJpGVJy8BjgFfE19cCGyXtXdluXzpWt2uoWNpi/Q1ULHMJ7wT2SpYD+tRznJnFo1BOFrfAOc4kqeOm5xYgZ4aRhFS/85ULOGd2OQ94YKXsQ8APgL8gBCvZCWwGPgEgaX/gEOD1sf6FwBsl7W9mV8eyo4DtwCW9Dmpm2+N64j5HcS6OM1HMMvKaibytZn2ngws4x5kGg1jU3H3SmWF8DpyzaJjZVkJAkhJJtwE3mNmW+P4DwHsk3QDcCLwbuBQoAp6cA1wGnCHpdcBdYp3TPAKls8i0Ee2av+916zsdXMA5zqRo6gbpQs6ZQUQzH3zvrp0551XAMsECtwvBanesmbUBYi64JwGnAl8H7gA+Crx2Os11nMmQW/20AHm/WaHOmriAc5xxMsq5a9V9uaBzpojivybbOc68YGZHVN5vIyTk7puU28x+Ajx5vC1znNkib+BCWbe+08EFnOOMg0kEHXHLnOM4juM4zrrDBZzjjIppRYpMj+tizpkQmUTWINiCz4FzHMdZPHJEXvP3vW59p4MLOMcZllkK8e9WOWdCeBATx3Ecp8ATeU8WF3CO4zhObaSw1N5u9E1xHMdxpozPgZssLuAcZxhmyfqWkuduhXPGilvgHGe8/M6dn8eSNqxeybrD+H0p/+QYW+Q4/cmpn5jbXSib4wLOcYYhy2ZTxLl4c8aMaGiB87DRjjMQarWQWqvWsUoc9s2t309WhnUu6pxJYA3mwJkLuMa4gHOcYeknliYh7FyoOY7jLCatFqwm4HLrXm050IovrfRXroo6F3TODHKRpBw4xcxOmXZj5gEXcI4zLlJxNUox56LNmQHchdJxxkuYZ9r/flkxfSjvFCjr9DlWlFsOEpuzpwNumXNGS24NXCg79Q8zs1tG3qgFxkeCjjMJsmz1ZdB6Lt6cGSFT86UOkh4t6UxJV0kySU+prD89lqfLNyp1Nkl6r6TrJd0m6XOSDqjUOSge57ZY72RJG5teH8cZmlZr1UVLS8HNslyycumqV1nIwrK59fthyZ5eijrHaUoRxKTu4jTDLXCOMw36WeSq5S7YnBlF0qrWgdW2q8luwHeADwH/2KfOPwN/mLzfUVl/EvBbwDHADcB7gM9LOtTM2goTjb4A/Bz4DWAf4MMEJ7SX122w44wCbVhCtsYcuDSISXJvqas8j3UVq8V1po6rpeXB1dJdLJ2GDGmBc2riAs5xHMepTUYzF46625jZWcBZsKr4225m1/RaIWkv4DjgOWZ2bix7NvBT4EjgbOAo4P7AgWZ2VazzGuB0SW901x5nKigL1jKI89t6VEmKrZ/bfixXLCuNHnlWulqWbpbk7mLpNMITeU8WF3COM26Gmf/Wa1u3yjkzQOM8cOPpr4+QdB3wC+CrwBvN7Lq47lBgA3BOUdnMrpK0BXgkQcA9AthSiLfI2cCmuP1XxtJqx1mNLrf5bEXKAKArrKugI/SSG6200sWy0jqnvNsqF4OgWG5ukXNq4xa4yeICznHGwTgjULqbpbMY7FGxqG03s+0N9nMW8EngCuBewNuBL0f3yO3AfsAOM7upst21cR3x77XpSjO7SdKOpI7jTJZivlpKJW0AGd3WuWJAnAq7iqhLBV1/MRfr5uZCznFmEB/5Oc6omcW8cI4zYhSjUNZd1HGZuRK4OVlOaNIOM/u4mX3BzLaY2ZnAE4D/ATxpzVOAdDTcK0NdtY7jTIxinmnX0spWRgVSlizRNJ7WK9bF9+X81Sypn2VJeWcbla/lgU6cVSkscHUXpxlzaYGTdDzwOmB/4HvAK83sa33qvhB4LnBILLoEeIOZXTSJtjqO4ywiI3ChPADYmqxqYn1bgZldLekK4D6x6Bpgo6S9K1a4fYELkjoP726n9ia4XnZZ5hxnYrSylRY4oqtk+qAwsbZZOiDOO9a1sLLbOqeYViBsZ90ulspDWTlPrtWxxoUN3CLndOEulJNl7ixwkp5BiCj2DuDBwNeAsyQd1GeTI4CPAb9JmOfwE+AcSb80/tbOIYOEsfcQ96vj12HyDPu99c+sNiNII7DVzG5JlpEIOEn7AAcCV8eiS4CdwOakzv6Eh3qFgLsQOCSWFxxFEJWXjKJdjlObpVb/36ulpU6qgOS1lpZQloWlmlIgpg+glcUlTTWQxRQDWSX9QPV9q8si51Y5p8AtcJNlHi1wrwY+YGZ/F9+/UtLRwEvo4YJjZs9K30eL3O8BjwM+Mua2Tp5pD0R7Hb94Uli3be6KuDbT/ryHpU77e0RVm1pberHOvq+C1B2y1na16ku7A/dOiu4l6UHAjXF5KyG9wNXAwcCfA9cDnwYws5slfQB4j6Qb4jbvBi4Fzo37PAe4DDhD0uuAu8Q6p3kESmdqFG6O0DuASV6pW9Qptom/ScU9l0afLHeQlmU5yqM1LsvC9lnWHb0yWuRC1Mq8d7ucdYlRP6qkf3uaM1cCLiZVPRR4V2XVOYRoYoOwK8Et5sYRNm3yzNPAvWlbiw5kHpnntk+CJt+JWf/Or/bwYgFpkpS72K4mD6U7CuSJ8e+HCQ/uHkhwk78zQcR9BXiGmaXuma8CloFPALsA5wHHmlkbIOaCexJwKvB14A7go8Bra7fWcUZFL++AVDBllffp67zjElmUF0KscKE0U6hnObQUXCxlwbUyN2i1Oq6VZijPowhslYFOPMiJU+AulJNlrgQccFegxco5CWk0sbV4F/AzOk9eVyBpEyF8dMEeNdo4PmZ9AOs4gxKf7C48/fIyLQCTEnBmdj6rG+6OHmAf2wgJufsm5TaznwBPrtc6xxkflmVYq8/vZCLWlPcQcWWy7vg3j1Y1s25BJwOyON8tzH0rhFzYTZgnVwg5mUEh5PIMtQhCrt12IbfOcQE3WeZ1BFW1ug4UKUzS64FnAr8bO/R+nEB3dLQrG7bTGYZ5HvBOqu3zfI0cx3Gc/qRz3oqoQT0Wa2VYJizrX6cTkTIt6+y3O/pkJcJlVolaGSNWdj3FKSJdOo4zEebNAnc90GaltW1f1ogUJum1wBuAI83su2sc55103HQgWOCmL+KaziWbN+ZRlEyzzfOaF27cc9pmhXn8Pg+AqD+frdjOcZwBKIKNVKm6SibllrpVlpY267bMpVa5xM2ysMiVrpVh4zDqaq1ijWsVLpU5RsstcesUt8BNlrkScGa2Q9IlhGhin05WbQY+22+7OCn9TcDRZnbxAMfZThLSupJsdvrM4oB9rUHqIs0PmvV292rfLHxHVqPfNa37vZmV85z178gImOAcOMdZl9hSdKHs8XNSJuDuNw8uEW2WuFOuKea6hFxII0CRycAEtEPwIgW3SVotZIZFlScZ1gYEm7Onu4hbR7iAmyxzJeAiJxIihV1MCP38R8BBwPsBJH0E+JmZnRDfvx54O/AHwOWSCuvdrWZ266QbPxbWsmTUGRw3Pe4o684ii9L+WRE4g1L3uo/SqldXKM77d6QmZdLfBts5jjMAZVLu+D4RaoY6wq6whqVkAOq20FFEolT3vLmifrG/GIRLRf0iaqW1EzfJdud3sN0u72vDUBaCmxSpBlzErQ/M1J2HcMBtnGbMnYAzs4/HPD9vJiTy3gI80cyuiFUOovt51fHARuBTlV29jRB+erEYRlQNMuBdL4PURT3PWbTejou657qeHkiMgIxmk6gX+BvnOCPFsgzr87sls87NZBYEnRkkwq6sY7bCMmfR+lYKObOORa6fNY5WDHISXhfRKq3V6tQnDMrLKJUxuMmX2p8Y23VyZoMc1U4jULe+02HuBByAmZ1KCPfca90RlfcHT6BJi4EPSsd7DWYxz9h6mYcG/v0eMYVxoMl2juMMwJJWzoEr3CKLge8qoq00yuWJhS4VaYApL/dTuleuKuS0IlqlLO+KIlemG4hRKotUAy7iFht3oZwscyngHGcsjHqAP2pBNG63vfUS2t9xHGcOMOK0sxSpzBDQRYsg2vKwgWJdzCCrlEPM+xZSCJSiMAu6rGRNt8qYCDzPgsUNsCJKZSriYuLvzdnTAdyl0nFGgAs4Z30zSgE0DfFTPeaw5zOvc+WcieMulI4zXmwpw5aqFrjunElKrGmgcoqalW6TwTqnzDpWuULMVa1tVdfKtaxxMVhJGabSckSrE9yk3e4WcbGOs5j4HLjJ4gLOWZ+MQrjNosgZVeLo9eRa6TSjoQulT3lwnMGwViWRd5q8u5i6hiAr32AUog4gWutUuFP2FnO1hFw7h1YrBC5pZZW5cUWUylYsB7Xb0FKMfxItce5OuZC4C+Vk8ZGZs/4YVrwViVVnnTQJ7DD43DGnB0UagSaL4zgDkFWWlsIilYm7TXQSeGcCBTdGa4UE3Ca6k3Zn0c2xTOYN1kret7qThvdNDh73Vyb0Jh6nmvi7XMI6xb+FO6WzOBQWuLqL0wy3wDnriyZiZB7E2loM62rp8+OcCu5C6TjjJW9l5JUgJt3RJyFY2Sy8jFY3zDop3jJFA1pwp1Q7WNOKqJVqJ7ni4mtBf2tcsY6s41LZbodIlLmFuXhF4u+yPEdStzulyS1xC4Y1sMC5gGuOCzjHqbIehEpdQbcerolTC49C6TjjxZaELXXfMOkUsk5+7jinLbNS1AUBlkSqNEUxpnLenEylOCMvQv8blmWl0OsScuSoCHqi6E4Zb+iueXExoAoU8+BC/9HlTllEp/Q8cQuD0Z1TftBtnGb4qMxZX/QSIl1uHuv0lljtGqzXa+I4jjNFrOoqqejuGH2RrVW4UNJxnUzcKEszuRJXynJdWrbStbLbzbKPS2XqOln8jS6SZVnVnTKWAdGdUu5O6TgNcAvcouPzn1bigmRtFv0ajeL8FvHeqEHT+Ww+B85xBsNaYQlvOjeOlf9FERRdKGWExNoxeElqmVMeN8mFYh2yIoJl4lpZBDYhD3Xa1glyAt0uldCx0sV1Aow8pBmoulNKneiUhctlaLRb4haAHCFP5D0xXMDNK5MaYI8qquGiMMx1n2bkS//sJpOXr8oCX3fRLKCkd9eOMxj5ksgTF8quHG2F71nhHhlfKiteWynosGhRg+AmWeR3M8p5bCahdo5icm6LDloiT0QdHZfKPMdaWZgXl+ch+EmezKGrulOaOtEpYyoCy4hpB8BF3PzjaQQmy4I/Zl9QpmUdWXSrzGoM6145qoF80/2sdxfRabHA19yjUDrOeCncJ4unJYVFzrJomVOnjmXRDTKjdI0sXC5DlMmkvlRGnkxdKwu3zBCNUqX7ZeFiOZBLZVfEy8SdMo1OWST7LkRlUc+Za4o0AnWXWUTSpyXdJOlT025LP/yOmRdmZQA+7eNPklm55qNmUc9rNaZ9rgt4vTXEP8dx1qYQbPmSyFudpRBlhYXOlsCWQj0r13fEm2VJ3Zg2wLIYIKUV/loWUg9Y1tmGLIuvsxWvy3QDWcxVV01DkGUoSR8QyuP7rFOnO72Az4ebZ4rc8XWXGeVk4LnTbsRquAulU58sW2jXsJENtMd1jUaZZLvYflE/z1kTTQt07/gcOMcZL4VgK+gk76Yc+XbNdbNggZMZZgoul8XkOFPHZbJIB9CmjEopYoTLYkBdpAggK+fGKfpeGoqvCfvKsrDrXu6UZmXkyTDnLgsRKCGkF2i1MNqd8nbbXSnnlEVyoTSzr0g6YtrtWI0ZG904PZm1QSjMZptGwayLt3EdZ1E/z1nEr7XjOINQuEQWUSYTF8nCdTG4T8b1qZtkpsTlsnCR7GxbRrRUEr2yiFiZJgQvXSzVO0plL3dK6Crvel9EoCwscOXrWC+NYOk4PZD0aElnSrpKkkl6So86x0v6saRtki6R9KhptHWcuAVu1pnVwd6CWBFK5jkqYXHcUVjjFu1z9QTkY8ODmDjOeMlbIotRKEtPsyL6ZJHyzQj53MrX0EnkrY5VLo9BUEQn8Eke/sgI0SIBYt2O4S5a0/K4KVm0qiWvyx2FdpTBTmLUyTLZt2L0lFYIT6m8SGmQhaAmikm+88ytcHPIBC1wuwHfAT4E/GN1paRnACcBxwNfB14EnCXp/mb2k1jnEmBTj30fZWZXNWnUpHEBN+uManA+ijYsKpMOTtLkeIMcp1qnyXEW0aWy17lM635aoOvqLpSOM16K+W+dgvCnW7xZOY+oiOgvU5lru4xGKZXulbTVUWh5eG0CtTtumj1dKmPQ965UA6VrJTEtgDrRKSEk+47bq5WFAXu7HefD5TEKZTv8Jlt0scxyzOQibs7ITSGKac1tInuo2/K63cy299rGzM4CzgJQb2vtq4EPmNnfxfevlHQ08BLghLiPQ2s1dAbxR9PzQp5PZ/C3QAPOkVP32gwTyKLJtv7Z9cfvpaGJQetqL67fHGcwSpfJ0vWx1/sk2XcPV8syGmVZlrhWFom9iwiTZcLw7kiVaZTKLrfIfu6UBdXIlGV5Etwkqds1GPeolHPHkEFMrgRuTpYTmrRB0kbgUOCcyqpzgEc2OrEZxS1w88agg8BxWXnWK8OE7x8ldS1ko7DKLSqjssyt0/tGGOo4dtXaznGctcmXQEsdqxgQrGXxLxQuk51gJsqK9xbEGaC8Y5ErrW7FxoU1rnB+zGKQk3bnGFB5XbhTtuMDmcwSd8pYXYbaOWUKAgvulMrzkOjbOuVpfji3ws0vlgTUqbNN5ABga7Kqp/VtAO5KyD54baX8WmC/QXci6WzgIcBukq4Enmpm/9awTWPBBVwd5mmgNk9tbcIg5zfoYLxXVMdpJt2us++67VxNtDQ551F+DrPAot83I8RdKB1nvORLYQ5cr/lv5fu4BKFG4jqZiDlZx71SKt+D4hy4KORK38x4k+bljLbOKljhTllGp8yTPG8E66DIOqP0dpiTLLO+8+EUXT3Js3ii/ps8Lww5B26rmd0yyuZU3qtHWf+NzY4eYVvGwhyNrGaEwpUxXZzB6XX9Br2Wk7jmo9r/pETLqIKvjEu81dn/MN8Npxu/fo4z/6xwkey4SlaXLtfJLhfKTtTJrmTeXdErVbpXFtEsrXSZ7NTp507ZcaFkRWTKLtJ99EreHacKVBN8e244pwbXE+zHVWvbvqy0yo0NSRskHSjpvpLuMo5juAVuFDSZC7UeGKcoqLOvSV7vGseyAeqqjoVrkoP0aXy269kddAYFmEehdJzxkrdAG1hheSuiS4bXdFwmLYkgmRODlhTRJ6MbZT9rnIIFzkxky4YV/pcFa7lTRhdKIy9zx5VVY545yINBrbDCFa6VyqBFjFSpTkCTdhBxs5orzOmmMAjX3WakbTDbESNMbgY+nazaDHx2xIfrQtLuwLOAZwKHkUS5jG6Y5wB/OypXTBdw02CRB6IzONCcGKt8joOItUG36yvqJpUGYFY+40W9j2bl+q6Bu1A6zngp5sBBNfJkMncodZm0EDmyEEdFIm9Tqc8oE3l3/CG758BZPG6beJDV3SlVbJpZ6UJpRbCirDDlkVjeKBskCK6UrXisItpKnsf9ZOXJ+1y42WdIF8qLJOXAKWZ2ymrbRKF076ToXpIeBNwY0wScCJwh6WLgQuCPgIOA99dqXA0kvQp4I3A58DngXcDPgDuAuwCHAI8CviTpG8DLzew/hjmmC7hZYBZSBQzLnAw6x8YYxNtq+5u6iJtF5j3n25x9bhnNfPDn+BNynMmS3GSpYCtikXSJuThdTFkUc3lh4Uom//QUbXRMJ4XwKtwmEWTRspepmPCGoegdadF90mIy7ijCEjHXNR8uFXNFX5Wpk4Ou69yLtAIdG42LuBlnOBPcYTXmwD0U+Ery/sT498PAsWb2cUn7AG8G9ge2AE80sytqtq4OjwR+08wu7bP+IuCDkl4MHAc8BnABtzDM2wB0zgacY6HP5zVq0bba/leIuXG7VM6ySOwVkMYZC72muAy6neM4a5MvgVoryzv53lIXSkI+7eJ9rk5QE1m473pZ48qwlnH+mxkZlfLqwDy6bJZWvxjERCYsWs86Yk7BbTL9wSgsc9WAJsqQLPRvhRUuI+a1U6JinZmkgQWOBu6xZnY+a3jjm9mpwKm1d94QMxtoombMbTeSdrmAcxabcQ3ie+x3TdE2rO9Y3rvz6ivmxinkZlnEFczbA5E5w10oHWe85EtxDhzdkSe7xBuJoIsuk6WYy4vXgrZFMUcUaoVxrzM3LgMwkRNFXLTSdY4VXSjbFiNMdlw2yYTlhlrqng+XpAuwTOV8vK5ccplC1Mko+sL8vWCBU54HgecRKWeeSl63gbdZdCS9F3ibmV0/yv366GaW8MHmaJkV8dZ0pNtvP6vsq2c7/HvlOI6zJpJeIum7km6Jy4WSnpCs3yTpvZKul3SbpM9JOqCyj4MknRnXXy/p5JhcuDZWuFBmhMTbWafMYlkZNbJHNEpiJErrEXmSyjadhN6EgCdpeSU6ZZrsu4g8ab0SeYcL0rVYmdi7+BujTpaRK7OefZxHpHTmmPOBsyW9SdIuo9qpj+xmhXkcZM9ym8fRthjiuMCyrFy662kgsTVcW/rvv3ebstFfk1n+/GH221dlHJ/RGNEQyyIzifDRzti4EvgTwhybhwJfBj4r6QFx/UnAU4FjgN8Adgc+LwVHx/j3C8Bucf0xwNOA9zRpjG0w8mJZSl5vMPINYEuUf60Vljx93YrrltJyddWxLNTLWypfW0xfEF4r7CNLxFqrmoIg9EUWA5jQCnXIsiTFgFaIubRMqXhT1pk/l1UEnftgzyxFEJO6y6JjZv8IPBy4GfiGpBdIw3+R52e0sMjM0aBtBbPY9nEIlR7CrbvOmAXbavQ5dl8hN9Jjz6jomMU2DcqctL36nKLOsmhI2l3SiySdT+ikLwcuA34u6QpJp0l62DTb6KyNmZ1pZl80sx/F5Y3ArcDhkvYiBB94jZmda2bfAp4NPBA4Mu7iKOD+wLPN7Ftmdi7wGuCFkvas3Z4ovNLFNgTRtlLYdcRcvtQRb+XrVir0RN5Sp7wUckqEG3RyzinWSd938tIVlj4yYa2sY22TgpjrZ4VLRVqXVa5Ysi5xp/jj4Va4GaXbRDv4ErhI0mWSXjrNUxgXZrYM/BPhYc67gC2SnjjMPn0O3LSZk8Ha3DCN69l0RNpnTttQ+y7qJ/teEbVyHuavDcMi3FNz8Bl5FMrANMJHO+MnWtOeTrCmXQgcCmwg5HICwMyukrSFEIHubOARwBYzuyrZ1dmEfFCH0h05Lz3WJpKcUcAeAJYZ1ioiRaoTvj8POqeM8p+TvKETdCQPRel2FJEp498y5H/FTF6UdxKACzILc9iK8y/rhKiUMXtcLFdsRHFMdQKaNKWYC2e9wlY602bIOXB1olDOFZLOAu5HsPBfBLwc+BHwUkmbzexVTfbrAm6SLMLAshezMtgcs4tgT6tbHQYRbKttU+d4FSFXtF3VlBWj+twW9TswTXqdyyxc44hHoSyZePhoZ3xIeiBBsN2JYH17qpldFvNM7TCzmyqbXAvsF1/vF9+XmNlNknYkdXpxAvCWamG+wYJkpIj6WOy0CFgSg4JEMUZuncAlimIp7wSBJKMM2R+CmASR1QloEnVWEeXEYkGS9a1ITVAWtUMAE5mFYClFwJIY0KSwsITol3F9nvx4DBKRslAGRX8oeUqBWWS4NAKLzBuA75qtePLwfEk/AFzATY1FGjQ2Zdyh6wc59pj2NwnhVgirVYOhNBFzPYTc2Kxxi/QdmFUGPc8JfAYh1lz93lcL1mNPI3y0M1Z+CDwIuDNh/tqHJT1mlfqpwoHeQ9JqnSrvpJPLCoIF7krbaNjG2DcYIaJjHCRbHkST5d1irit1QEwlQA606RJqWGGQU3wdo1AWqQhQkvA7NF8W3C3VpiPUWlFcZoU5Lgq6eAxrKda3jrtclmFmg0ekjG6UZUoBN8DNJEMm8l4YJD0Y+J6Z7QCI7tb9aOxG6QKuDrM636cf03iCP2lLzCg/j7WiS45IuPVNwr3KuhXCrth3AyG3cNa4Sd2TKz6D2bGGrWDccx9xC1wvJB1oZj+ddjuc5sRB13/GtxfHuYt/DHwc2Chp74oVbl/ggvj6GkKwghJJexPsaF2WucoxtwPbk23Ciw15WCCIpdQqFi1yaqsUc7SjsCuscu0g8LJ2x7Wy1ExxtzkdAWgxUXexOYUlLr620k2zyPEWRKK1QpGIeQoU5tCRhwTfQeSp464ZTrIUZKVrZWGFK1wulUGWxwl5nlJgLlis53NNuRhoS/oh8B3g2/Hvd8zsurSimf1304PMkRpxBqIQmf0GbJMQoYPuP23rONvUcN+jFm/K81XF22o03W4FyXk0CnAy6GfV9POs+52YhHjr15ZJfHedeeMHkt4uabdpN8QZGSLMT7sE2AlsLldI+xPmOBYC7kLgkFhecBRBnF1S+8Atg15LFoRWSC8QysJ8OSDOmytSC4SUA9aVFqA7ZUBaLykrvB8r8+KAMq1AWlamG0h/DvtFj0yDmDjO4vFE4Cbge4QnDc8izIW9WtLVks6S9C5JzxzmIG6BmwfGFRIfxmdF6Lf/VfOl1WjTmkmz+4iTXvuua3lTss567K8i3kYlvnq6WebWX1z2a2em1V0qYe3PbZDPalBL3CDfieqxJiXcxlEXZtt6NyAexKQnm4G/BI6T9EYz+9C0G+QMjqQ/B84CfkpwYzwGOAJ4vJndLOkDwHsk3QDcCLwbuBQ4N+7iHEL00TMkvY4QxObdwGlNAjRkG9pkm9rROkYwfJkgD1Y3YpLu0qWwHUSY8hi5pB2tXkpcKgXZctxXK5534TZZzHcr5jIpHq/wvUysgMHqJpRZbFMRwCSIuOD62LEmFgY1y4uokonbZCH8YmPDfqIbZR7nwhXRKs2CNS/PfB7cjOEulCV/BbzAzM4sCiQdDZwCvB+4G/BrBGH3saYHcQE3i0zyiasevHoAACAASURBVP6khFzdbdYSBqM65ijF25iEW5V0v5Zlg7lThp6z8341EQf1xVe/uuOYYzduJi0O51TMNU0JsIhpBArM7ALg4ZKeC7xD0iuAV5nZ+dNtmTMgdwfOAPYnpIP4LkG8fSmufxWwDHwC2AU4Dzi2CE5gZm1JTyLMdfw6IRLpR4HXNmnMho3LZBuCOjODPA8mr9w6As7aWZh/ZoVlrPM6iDagcKEM0U1KMVjGPykMZ0XwE4vz3YyOO2Mh3Ewot3L/VoS5bKkroIkR/6Zz4HJ15sJlob5lCm6UUN8i5xa82WK4ICYXScqBU8zslFE2awrcE9iSFpjZ2ZJeDzzDzJ4xioO4gHNmj2EGtJMSb2tQV7ytmJfWhKo1zvLuNtcVcV37zt1V0Omi8Kxqst2iY2YfkfRJQnTBL0g6B3idmf3nGps6U8TMjltj/TZCCPCXr1LnJ8CTR9GeVstoLbWjZQOyLFo42mkIoSDDSoucEQKERAuZEcrKVAIx4IhiioHCQmfRJbNMUVDEJCk1YRRs8caXCmsfnZs66VOAKLAsSVVQVOxEk1whwoqHfmV0ytgIC+WSMGUoyz2YyczRpFco6y9SGoELgRcBf1Ip/xZw+qgO4gJuFpnkYHncT//rur2Nqz119zsmy1vPKJNd89JafefP9WKFW2XVGlcVccMwru/loPut4447ifasc4IFrv6M9UW2wFUQwaVuD+AVwBMknQK81cy2TrVlzlyw28YdaGP4LWrnIs8zchP5kmi3M8xEOxN5y7Bc2HK0xuXqzE0rg5Wo1EohWEnxhjIuSSHyrNWxuBG8FhOXSEICbyuiSnaiSRpWrldMT4AUuqBciShUklKATluGzRPnTBdPI1BwPPBNSXcluNR/n6C3Xk6YGzcSXMDNKnUER5PB5jiFW799j+qYqw2whzjGqiH8Yc35bgMJt65J3X2O11p5PEtmDvU6Tk8hl4q49Ji9zmNQZkVgV7cZteAadt9z6hZZB7fArSTmentYXO5HyLr1XcLch28T5jxcJumpZnbx1BrqzAW7b9pOtim6TJpYzoPVbWe7xXI7o51ntFsZy8tGnos8M/LlLIqlYKXrEkTRpGYtMBlZaeECWlGoEefDRWuaooADyjlwqZjrBC+JESnViUQZ1kd3yliHJAVBzHfQsQhCnA83SE64DGQ+D26WcAEHgJn9QNJhhLlwlwI7CCO7ncALRnUcF3CLQJ3B5iQtbrNOHUvLuMTbqnnfkmNXXVP6oDxfXYhWz2PA/TZmUt+HcVrNqukWVqvjrHfeCHwD+HD8e3EMEV/wQUlvILjRHDL55jnzxMZWm1ZruRRwrSyItqInaWXGjuUQUERRaVlmYUycRcGEyohDBqUgE9EFMj7TK90oExdJepXRCU5SiDVFS3wIVBL7lMqTmi7rW1FYdZ/0OW3OgmBmPwQeL+kA4CGEEd0lZnb1qI7hAq4OeT75SHh1mcZAclrHnNb1H1C4QRRvhXBTEnJ+kPDzxb6L710LsDLd6tpulfQQjmu0dVyBVybCuO/Nebw26XdoxHgQk5WY2YEDVPsA8PZxt8WZf+6y6TZam9rkJpYtYznPWLYWO9ottreXMBNLrRbbdy7RzjOWswx2trA8o03sA3Lr9AXtxPVRxLygMepj9LY3oitlBjEMZdd8uWLeW5cFrpgLR2XOXBG4JJ3zFstMhNx1cR5cZz5dEtCkSOq9ml+l5Fa4WaHMPVFzmwXGzK4ErhzHvl3ADcNag6JZFHijYhYGs9MQcf3EW6UtXVa3QrhlVQHXwyKXWsjyJMJj+fAgIwRBC53zam0orXGrpRroe55Dfr7T/n4MYjWbd6Z8jT2NQGOuAx477UY4s88+G25jadNyFHBBtO20jB35EtuWN7BsGa3lDWQy2nnG9p1hSJfHfqoNQSwVSb9FJy1AW9FtslhRdaEMbVBeiLlCuAlkXRY7qbCsRZdIJSkFZIgoxozSbZIi6Xc676143654hcSAJsXxlSQB90Ams0Ph3Vp3G6cZLuDGyWqh1eeVaQ/Mq0zJErdCOPUiFW9QEXDq40aZhN3P8k5ZeqzC5yVTbxGX7HMoEbcILIqQm7X7DkKI8gZBTJpss0iYmQFfnXY7nNln96XtLLUgN7HTWmQYmxB3RIGzo90ib4U5cjuBdiunHS0ayoSyGIUy6wgrMjoCKK+KMHq4UBbCrDrvjZjPrZNSoOd8ppiWIBV4EPPKtbvrdG0zyhQ0zmTwNAITxQXcNJhUNL26zMqPZb8gG/2CfkxCxK1meatQuk0W4m0p3mZLrW7R1q/N1RxhKubAZR1L3PJyrJv39i5JrsnERdxq36O6n+2oGEVy+EkxK/fhGrgFznHGy/4bf8HSxk3klrHNltieb2Cntbh1eRO3ZptYbrXYupyTydiZtcqosMvFQxITeSbyXFgxL80U3CWJ7pMZWPE6dYcsRFoWLXBd8+R6pxSIfpFBOObWPWeus7qcB1dGo4TSlTKlEJplQ+hhbisCnTjTZzgXykVKIzARXMDNAtMSdOMYKK4V4bA6UK8TEXG1kPhVS8swicBX7LuHeOuz/57irShrLfV2s1wFFe2tCrmiDe1O0BJV25Vcky4RBx0hN2gAk7WsyYN8l1b7rHutWy11w2p1m7JI9+EEKLydmmznOM7aHLh0I5s2LrHTltiWb+C2fBPbbAO7Zndi0/IyO63FUtYmk7EjC+GL8xjsJKQbyMO8t6WY+FvRZbINEFwXLesENCmtcllSnveY69ZljYsuk4n1rghmErrsOA+uEJVd7pPWSSNgyfp+miyLjTALfVo/UedMBVnnY66zzXoiWhnPJ+QFvWSYfbmAm0XmNRjDIGJsmBD2xfarDdZHfW69BE6vY1Q/p3TOW+ouGamKt9SqZxWRp9TCmAO0k/dZtMLV/BUclTVu0Ovd5HOvK+5htJa8cbpfzqloc5ozyo7bWR/s3bqNjdmGIOC0gUw5G/LgfdG2jO22xPZ8iV1aOwHYkbfZkLdDVoAsJ8tyzDLyzFBmYf4bdHK7qXCtrL5eOb+Ncl5bLB/mxHoJNI9I6awPng/cEzgZ+PVhduQCbtaZl3l0wwqzWaRGgm5IrG+tpY7bZMXyZolbY1eEwESAlFa3LMPiAok1LmVpKbhTZiE65QorXPE+tcL1OT+nD8O66C6oWBOGGiTxabLNgjCyjttZHxy8tIM7Le1kJ7A1b7E138g228AN7d3ZoDbb8w1l3Y1ZCHaSm8hk5KaQckAEF8qWgAzLLTwHNUJC7sJNsrCwGT3mulFa19JlhcjLeiT1Tue+Fa6V0LG6JUKtKx9crBNEo7tJzgWeB25NzOz0+PJtw+7LBdwsMm5xVsftbVB6RVEcB8NaWPpc2y5hU1imkhxpq4q3QmStiDjZEW8rhFt7GZbbnflsqQWp2H5pCbVaYfulpc4+UnG4HM+psMwV5zjQnK9V3ChHPYF82ATigx5j1IziXpx2bsYx4WkEViJpDzPb2mvdKDtuZ32wT2s39lwKvx+35zu4Ob+D2+0O7qSdbNAyt+ebyrq3tzeynLdYzrMyKuXyUpsdy9BqZTEyZY61o5DCUFud+W0ZHTfJNj2ClhR53zrvpSS4CZ1yZN2ucfEYKwKZlAFN1B2Jshdx+oBi0JSC4KqZeSqBWcDTCPRE0ovM7G9Gvd8ZM+OscwbJDTbrx1O2ciBdlPVb6uy7H10ui33Oq5eb47Ck+6iKN3WsaCVlEJI27NgBO3eg7dvRHXd0lu3bYeeOjrDL85UCMssqxwvHHGReXdhePV/33X61a7rWdS8Y9LNe6/vS7/s1SiZ5Lw5y7WaQQsA1WRaYr0nab9qNcBaPXbON7JVtZK9M7JHtYLdsO7tm29mU7WSTltmgNktZm42tNkvKyyixrSy+ho71LL4OFrSOCEujUFpat7otldc932vlPuqwlgtlNRWPM32s4bL4PELSe6UwUJF0X0lnDLtTt8CNi3kajNVp66DWglEJs9VYq92rra+4NIayHp1BtML1THKd7iNT90C8YnkD0PIy7NwJy8vojjvgtttg5060bUcoj8ezTZvQUgt22xXbdbfSHVPRCmdZ4mZp6fy4rNuVEgZ3/0uscSvn3dWck1kVrCmjElpN9jMP92STNk7JguculD25GPimpKPN7AdFoaQHA+8wsydOr2nOvLNrtpFd2UiL24Fb2aod7LQldlqLlnK250vsyEN/sa29xM5WCGzSauUsZzkiC3PhisAiWYg+WRrDKvPguoKSFLdtIso6LpTBkpZa5dLbPJ1DV/apEirTCxT7rvTBWQZtD1IyN7gLZU/M7FhJrwa+KOkXwH2A/zvsfl3A1WHaT8lHdexhBnz92jCpQeSw16BfFMgBnuStEDbQ7TpZRJws3B6L70thQWsvwx23ox074Rc3o5tuhu074ObbsTu2hx22WmiPXeBOG+DOe8Lebdi0qdyXILhTxuOrFW/hMsUAHRG3WnLxvtenh2Adxp1yNTE3LsZxj87CvdePuqJ6VId1F8oVmNkLJL2F/8/em4fLcpX1/p+3995n5CQchpBACOaiF5DZQAjIoGgi4hUZ9AKiCCogkzdwBS6gEFSEH49GBBIIwxUIInBlCmAGVEAkIYEoQ2QQMQwhJCGEnJycae/uen9/rKru1dXVQ1WP1f39PE893V21qmqt7q6u9e13gn8xs0cTinb/KfA44Ly5dk4sDXvXdtHiADvsEId9gwPJNgAOrm/jULKNlluwxDUSHDhi66ythSrLScOhkdZss9T3MRJucU24EH+Wi4dL+xC7TbZfl52M510p+7YRtUACrhAz+ylC3PPtgP8O/Ky7f3vc40rALQKzFoVF5xt3YjntJA8jWNMGHnfg/tENoqjMQRQL17UpduHoEoONYlfEZiuIt9Rlkn0H4NARkh8ewA9sQeLYtjU4soXt3h7qxu1IYxy2b4eNjc55MlHVaHSyKA8QWoX96VfSoZ+Ig9FS7Q9KvLPo9dhmFX86iJrGxImAu7/CzDaBjwNrwIXA/d39X+fbs+XEzF4PvMLdr593X2bJLttgyzbZYVvsaGyx5etsWIsGzoYlrFuLtUbSjomzNMd7XL+ty52SSCvFoqzAVbJLvPWZgHeVEmiXCCA60QDB5rltcYycWFaWuZD32cAfu/vfm9nJwIfN7Nnu/plxDioBV4Z5W+CmSdVxTWKyWfbcI8d5FbcrtET1c8nLJd/oEUJxYe6sUHfue2JZopLNTThwEDtwEK75Icm3fkjrR5scvso5tH8DTxps295k520Ps3Z0g/VDm5g1YM9u2NjAd+wIB1xfT8+T3gvX1sGSjqCLrHC974n1H2+ciCYSce0xZOMcRr7NtMtijNqPurDIFsSIWblQmtlDgRcAJwHHAY9x9w9F2w14OfB0YC9wKfBsd//3qM1eQvbHR6WrzgOe6+43Rm3uCbwBOBm4ATgH+BP3/GxyYF+PA14M/C7wFeCuwHsk3qbKJ4ELzeyDwF+4+6E592cm7GoEq9uexiZHNQ6TeIPtjS12rm2SYKw3EtYtoZWWEzBzGg2n1eUa6aFYdmRZC2a07D4RHmLLXJvoeVcSkwYhCUqeQaINukVakdVt2P5i/qiQdyHufkr0/DIz+yXg/wEPGue4pQScmd3R3b87zgkngZk9i3BDPw74d+B0d//0gPaPA/4EuDPwTeCl7v7Bafdz5IQSNaJfHNg8qPz+9hNu/axJFmLLwutcIezYIhYnLYmPm5YJsCNHgni78SaS793I4f84zMEfbvCf3781Vx/aQcuNPest7vzDfew9+iC3bOxnffeOEAOwexfs3gwWuSSBtex8UR/W16LSBHT3uWjMg8ZL9/5V3+u8G+c8WYnrcYbM0IVyN/BF4K+B9xdsfyHwfOApwH8Afwh83MzuEmWEfDdwPPCI9PWbgXOBXwYws6MIFrNPAPcnuLm8HTgA/EWJvv4X8DXg19z9Y2b2C8D7zOx4d///ShxHjIi7v9/MPgw8E/hsapF7WxnhXVd2Nbaxp3Fz2wq3I0tmYvlEJiGlf7bQziZp3da0KJlJj6tkTNE1HOurvNbqEntWPQ62YarbvcCokHcgjXn+d3ffLNru7t8zs4ePe56yFrivmdmZwKvd/cC4J6+CmT0eeC3wLOAzwDOA883sJ939OwXtHwi8F/gj4IPAYwg31Ae7+6Vlzu1lsvwtKYMKUM+rD5UZJt6y9V0WpD5CqFFwrHjfxEMM3NYWbDbxA1scvnGdH+3bxXcP7uTbBzfYSuBW29bYtb4bgFvs28faoSPY7h1h3yRXsDu1tg11dRxVvBWNN9u/Ys24HgveDFmFa3XUMfoUAs8a6VJlvzK4+/nA+ZAlS+iQWt9OJyQI+UC67reAa4FfB84xs7sRhNsp2W++mT0NuCQVeV8HngTsAJ7i7keAK8zsvwPPN7MzS4iBp7r7e6K+X2hmPwt81Mzu5O7PKjl8MQLu3jSzDwD7gDOB55nZC9z97+fctamzAWxYkw1r0rCEhnnPAgQXSiieMQ/7ecglLokPUSjwytBA7pHLgmLgMj4PtMzs64Q/H7+QPn7R3a8DcPfD456krIA7FfhL4HfM7KXu/tfjdqACzyf8u/bW9PXp6b+czyS4ruQ5Hfi4u78qff0qM3tYuv6JU+9tnjpG8A+YvE96kpyf6A89ftX3s0jI9LNIZW6J0F2vLd4nzkJpjd5jZaUDDh2GA4dp/WiLH/zwaL590x4u/9EG//Sj73Oz7ePujTsDuzjcWuO2P7iZbfsOYzu3Y5tbeKvVEVf5fjcaaRZKL+5zkVgdON5on8ylsizR92aY8J+p2KrjNQgLV3g9+3e/yn4T5ETgWOCibIW7HzGzTxHcU84BHgjsi/+wc/fPmtm+tM3X0zafSsVbxoXAq4AfA64cpTOxeIvW/auZPQhYejExD8zsfOBuwFXAZcBzCZbYZ5vZqe7+vHn2bxwat/s3OHjSwDYbZmxYizU8PFrCGkmPmIPOtZclKWknMMF6kpQUxbflrWdZJsmp0C/uTVY4sfg8EngnwUMwIfxB+BrAzew6ugXd31Y9SSkB5+4XAw8wsycDrzSz3wee5+6frNqBMpjZNkIcxKtzmy6ivy/pAwmiM+ZCgoDrd57twPZo1Z72s7pO/sahaMxTmkxWqmNWlqL4r1HPO0QIDex/akHzzSbJEefg5gb7m+t8/2CLL978Qbaa18Pe/8n9tu7K/uY6m0fWoBnaW7/3u9GAVtIpLZCtiwVSmfHGyVGSSKxWKcI9oFD4zATbMl2vCzaWCVjg9uQsakdyAmoUsppr1+bWXwvcKWpzXcG+10X7Hwt8q+AY2ba+As7MTijy/ohx92+Z2U+n7e/g7t8b1F70p8A96SXAl9w9P63/bTP7GlBbATcKa+kvfyNVOw06gi1mwn+cjE8DCbElo/1/QMl9lpC/An7X3T+SrUgNTWcBbwJuC9ybIOwqC7hKsyh3fychRuAjwMfM7INm9uNVO1GC2xCyehXdrPsVTz22ZHsIlrx90XJVe0vivYtYTcq6BUbWOjNYazhr5mxrGLt3HMvG+m3Yk+xlzWAtjVvI2o9FGfFVNKYq4q19vDlfH/M+/7yox2/UVXT/zhZ5UIxKfpB5+0HRmzCsjfVZn+dzZvaWNLtYIWZ2NPCrZnYF8NghxxOD+Txws5l92czeBfwc8LNmdkxB25Wru5dgJGUTSQghJsmdgCviFe5+ISFe+/7u/iJ3/0V3v+M4JxknC6URLF97gN8HftHMzgLOiALHp8Wwm/W47V9F8KPP2EMs4vJMaoI0j3/YJzy5m2asU5fVpqjfw2K1svc3doPMW5uKYsiy53khY9F+SQPWwvi9kVD430ijARvr2I4N1o5aY+/uQxy7tc499u4BHs3hXc4ddq9x4u4tjt1xmB1HN7HdO7AdG/j6Wh9LaNKpMxe97ulv3vWzyBVzlDGP+X0p+/3I4vsKC6nn2vWlap9nfT0urtAqxPr80z/KfinHA/G9oqz1DeCa9PFY4PvR+mPo/HF3DaH+Tp7b5trk/9TLBEH+D8A8dyNYgS4wsy2CwLgaOEzIivmTwN3T9S9IY/pEdWbinlQXtnASb5DQ6BJuiTfSx7DOo22exSrlLt/yCSjG+M1S3NvyMV4WymXiEkJ+jv+TW/9vhORYE6FsFsrfI2Touj/hptUCvkQwC36B8EP6FTN7jLt/flKdjLg+PWfRjbbfTbbfjbnvTTl142lPJjI3H0u81AS0tJtYDSZw88x6NzRuatj7l88gmcWGDSpYnRcy8TE8FWqZaIpFlOWOs74W6rjt3gVbTRq32cGtjz/Azp3BC+iOO7MslFvc+ZYhC+X22zewvbthz65QB25tPRwn1y/Lzu1Jb1+yPsdjzjYNGm/RmCsw7vcl23/YcUY5zypfj31dcMc5N9XcX6J99k8gbfSVhN/4Uwk3x8zV/mHAi9I2lwBHm9nJ7n5Z2uYBwNHAxVGbPzOzbZFr3mkEIfatQR1w9xuAPzCzPySIi4cQ4uZ2Eu5ZfwNc6O5X9D2IKMNM3JMWgeTa+8Kewb9bh9057Bsc9g22fJ2tZI0tXyNxo5kEUZe44enSM2F2K04+kbdNexBseZE3tmdmv5+wfr9ZNfhdXlmUxCTjWcClZnYbQgjXVwl667nAjyZ1krIWuJcCnwXekT5+Phez8H/N7CUEhXmPifQwwt03zexyws06LgNwKvDhPrtdQif5SsZpdG7cU6OKtWHWTEWQDSrkPEq7foyQCGMkK01ehMVWqSKLVJELYSaK4n1icRQfNy227evrsG0jJCU5agcbtz7ELra4/cH97Fhv0UqM3du2uPWtDrDjlk0aR++Andtg53bYttH7/nX1J5eh0nOv86UEBo03HnPuZtnv/R0522SZz7xskfAhTPXPlwkxzz9IyhInRyi7XxnM7BZA7KJ/opndB7jB3b9jZq8FXmJm3wC+QbCGHSSUDsDdv2pmFwBvMbNnpMd4M/DRNAMladuXA283sz8DfiI9zh+PmoEyzSr2gXQR06PQPcnMXgg83t0fP59uzZ6WJ2w5bPoaLW/QwmjRSC1yscUts8JlK6wj3HKMJNCWc9ItxkUCDgB3/1rqUv9XwJeBTUL41xahRuhEKJvEZBR/zbcRaq5NizOBc83s8wRx9nTgBMI/b5jZO4HvuXsWT/FXwD+b2YsIIu9XgJ8HHlz6zHnLxiAqTABrMXkbp4/jjm9IDbpRrTRdQq5tSaPbGpdRIGQyl76wfyrakiTNAplgzWYQa5muazRCse3t22H3Lrxh2O03WU8S1m53hONufYhj9h8IyR63G+u3XsdusYvG8XvhtrfEd+/Cd+4MIm5tPYw77Zc1m6FIeN761re/BaJ1hPEOo2+bWX1fRmlb4pqsxbWYMUpfpzCeGdaBux+hPltG5t7+DkLtt9cQrF1n0ynkfVrOlf9JhELeWbbK84DnZBvdfZ+ZnUqw4nye8C/pmXS70vfFzP4bcOUq1B5bAGbinlQHbkoOsz/Z4KBv50CyjSPJBkeSdba8QTNpBFGXNGglRpKkVriEyKJmndpd0eS7LdrKBKZk+yb9t4VjV7Ss+ULH8wpUBy4m/XPwEWZ2PPBThJni5e7+/cF7js44MXD9uA4Yu0BdP9z9vWZ2a+BlhELeVwCPdPdvp01OIDLKu/vFZvYE4E8JwvKbhH/pStWAK800JoCTsgrM0uo2afpZjErs3yXkelwiCygQM+1jEEQbzWbatwZYcGv0uL+NBmzbwHfvwjY28MSxtTXsyCaNYw6yfig1ZK+tYXt2wo4NuOVR+N6jg/DbubMj3uKxt10nPfQhe023CCkUcf1Ix9slYibx+c7jOzKp8y/ytTcnDK9UkLfsPmmW476yLxVNZ6RLvzY3AL8x5DxfBh5aqnMdvkG4H10HYGbvBX7f3YfFz4nyzMQ9adG5vnWAfYlzY3ILbmrtYH+yk4PJNjaTdQ61NthM1tlqrdFyo5U0UvGWuVHSsxjZc+sWck6PyMsLvCLBZw4k3hFs7p3tg/7ncO/dLuFWD8azwF1mZglwlrufNcluzRN3v4pBOTTGYOICLr2ZfmrSx82d42zCv61F236mYN3fAX83zT7NhEWb/M2jP0XJN8ruH7n7lXGV629l8mAcb/ctuFbGmXK80cCsARvbcMB27giCa8c2WF/DDu8IDdcbsHMHbFvHd4fYN8/cJxuNrv62Y98S73b37BOrOdJ4i26Uk7acTpv4fBJeU2OGFrg6kB/VIxkvq6bow6zckxaZLW+xP3EO+Hon9s3XQvxbshZcKNPYt1bSCPNqJxJvUSxcH5fJkS0j42irWNyJ+jOegDt5AjHRc2OUcjK59mOXk5mGBW55KeNCOQpzirMZiXlNWPtZhvK1zMYRctG+XZYpKIgTG2yNaucZb1gQZOvrwZUyTWJiRC6b6+vtR89cKltNOLwZHrNxbtuA9TV8+45geWs0YGMjcv0ckLgkFm/9hExRPFw01q7xVv0eDNpv1M94EkzYtXLmTOo6lAAVS8Qs3JMWlSO+xbWtI/wg2c7+ZAc/bN2Cfa1d7G/t4ObWdg61NjjcWudIa52tJLhQJkmDpNWxwrV9lJLUupau63KljK1t+efk3OXS5CaWWdl6RGHvrL7QlbLH8pZI3Im68DkzOw94S5YsK09aTuZ/Av8LOAd4/TgnlICbJ2MkZJjq+cdhnJphoxy3n5AblbwLZizioL+46Udm0cvi4ZrNXJ/X2yLOGw1sPXWDbFiIk0sS2NXsHl9qbWN9HdbWguVtvXOpWpJ04t6arY7rZKs1uvCKx9kv3m3SLpTDvhvjfneqCsBBY5vFtVhTcTUrF8qaUPTf81IOdJGYpnvSonEw2WRfsslBhx+0dnJdaw8Hk+3c0LwF+1o7OdjaxoHmdg42O+6TzdYam801Wq1gkfMESFLrW5IJN+u4SWbPkz7CLXaVHBYvl2WszLfLxNGT6wAAIABJREFUJ8bqJ9CGCbd84i4xd1Y8Bm7m5WQk4BaRIck6Jn78STEt8ZY/xziWmnzmxcI2PrymXO6YQaStdVvE0ni4WCR6o5Fa7dbDODxJrXY5a1nDwva8cMvGkMW9xZa4eIwj9bukWB2HOnw3ihjl+1L1uDVnVlkoa4IRMlhmWZl3AG8yswNxI3dXEW9RiiO+lbpMNrkxaXDQ17kp2cHBZDsHku0cTLZxsLWNI8k6R5J1mr4WxFuavMQhJDBJlziBSY84y03Ae4Qbectb1K69vbfUQLwt7FfgOtnveQ7Pxch54uAJH0/+X999xIxY4Tpw8ygnIwFXB4ome4vm9jWLCfoUGRYfNqxEAdARfFbgatsWbqlLZXy8PoK9MN4NgrtlXrxlrpNlvyt9a+1M2PpWZ8YRcUv83ikGrot35F6/ay69EEvFf24dYPtWyCp5wHexP9nJYd/gxtYubmzt4kiywQ3N3dzU3MFmss7B5gaHmhtstdY40kyTmLRS98lWKuBaFixtrdTTv+1GSbeIS+gSeJZ4ziqXibDwYHGSErrdLcOxvLMeukVaMkS8ZX9Y1nyesfSMFwO3FMyynIwE3CIybXGWz2Q4CTLLx7Af2LyFpOwP8jALyyTHlnMxbIu4PgWw2/FunnSyUmYWtNSdsicLZtznArpEXlHGyUzMjUCXQC1wn+xL0XjjbVn/BpFZG8sQf9Zlv1eTYBLX4SjHqKnIkwtlB3d/6rz7IJaPb23tZXtznS1f53CywYFkO4d9g5tbO9jX3MmWr3FTcwf7tnay2VrjwNZ2Dm1t0EwabDbXaDbXaLXSEgKtRiqkMvEW3Cc74s2C62Qk3CwSa0UZKbuyUxKLwMgtv0ioxT95kTXO8kLOHVXmqA8r7kIJgJk1COVtHkuwwDlwJSGR4rmTLDUjAbdIzNqqNk0hV7b9KJP7UcVb/vm4WQmL3Cn7iJpQPqDRyUoZx8hZdz96hFzuOF39L3KbzJUJKO57rzVvIiaQfJ8n9V3q9xlPQ6ANYpbX4jSuwxkgF0ohpsuNyS62tzZouXHYt3EwrfV2MAnPm8laKBnQWmMzWWcz6ZQNSDwINzxyncwSmBS4Tw58nlHoXtkd69YmX0KgiOwnT2UDloMVt8CZmRFqjD4S+CIhS64R4uPeThB1j57U+STg5smiuEEOjQmbwcSyaILeL3FJnmH9n4glJYi4LlfKQZaprO9xUpN4fdLolDPI75sXb0XCLe86md8vGvNA8TZqrN+o7+EgMVJkUZu1MMtYlGsvpqhPNRN1q4qZPRx4A3BKPhV2mnnsYuD33P3T8+ifqCff29rLts1ttLzBkdQK10waHEq2cXMzCLiDzW0cam6wmaxxuLnO4c0g+La2gvukJ4a3guskiWEtw2L3yST33DvP2yIu2pZ3tbSoTc96iERa1jYVdv3i4Pplp8zdBz1b58nwhCdCzIanEGqJ/py7fyLekN4jPmRmT3b3d07iZBJw02QRJ4lVmNfEcpTJ/UwtJR0RB3TcKaHHGuZk7pGRO2W72DfQiPz5WxRbItvuJjmLW1ZyoKjeW+796LhpLljg0ayEW92vwYHxi/MVd2ZhqbLfEnI6IX10Tx0jd99nZucAzwck4MTIXHvkKNY3tpO40fS1UBrAG2wm6xxubtD0BoeaGxxurtNKGhzZWmezuUaSNGg110iajWB1azbasW/WSl0lWx2XSUusS6BZl3DzLiHXHQ/nnXi42NUyu3dFFroea1ySW5cXcplIkzWuPlRwoVwmCxzwRODP8uINwN3/ycxeDTwJmIiAq/nsZoHIUr/HyzKz7OPrRz8hlHs/Olax7J/DosU7S6sVlnhd4T7RcYf0oUyR8omzCN+PRejDNCn6zZnhmA2nUWFZxhg44N7ABQO2XwScNKO+iCXhQFoa4EBzOzc3t6U13jY43IxqvbXW0qVBM6351mpZKNqddOq+Wdt9kk65AIdOSQE6LnAFsW5dyUrInuc6HMe/FYm2Iqtb/l4mwVZfvOKyPNyLwfeB8wn3iokgC1wZVkGYlaFfnNk8zj/T8xZY4groKhLeSKCVBNdJiCxxI1hYskfviLdhGTGrxLx1HXOQe+ioTOIYVc656hS9B1N4XxQD18XtgK0B25vAbWfUF7Ek3LC5m7X17QA0PSsN0GAzCaKt5cZmMzxPkgbNZrC8uRvJVgNvpnXeWp3EJda0jstki447ZewqGbtVeucx364rS2XbCkeXxa2r/pt726Uy70ZpidNrhYtdJ71dQiCzzHm6j0oILAhVBNly3Q5uBVw7YPu1hJpwE0ECbhmoMjmb9MR61mJuVhkCM/JZFKMsjoOEXDtRSexSCUHM2RCBU+RO2ec87V2GCbf8OKb9b+esRNw0hdsiXF8LiFwou/gecE/gP/tsvxfw/dl1RywDN23uoLG+IxThdqOZNHBIi3QHMddKhVuSGEnSaLtNejN1nUwIoq2ZuU6GhcyNshW5TvbExHlP7FvHMpe6RiYejpetj1wu2+UDIte6nvi3ohg4xbTVEmWhZI3wZ10/WkxQd0nALTrTmphOc2I9Str5PGX6UjZpyaTGWSUVfrZrbI2DIK5GOdaIwg2GiLdJx5xN6z2u8v2Y5jUyzX1rLvIyl8gq+y0hfw/8sZmdn9YBamNmO4FXAB+dS89EbTnSXKfRXA9aKM0u6W5BvLml7pJpnTcPyUq8FVnd2vFtWbybhaRZBe6RvQW9O66QXesK3Crb7VK6Y9ui1/FPXuyKmbe+tdsk7QQmnsbFtcMPVBNOLB4GvN3MjvTZvn2SJ5OAW0Rm5QY2zfTlZccwKQveIPexIcftKuadeH8LFnRuHiNa4vLrfcTw06HFwxnR6tZuPAG3yGkwi0yiZZjF+WpaPkAU8qeEFNH/YWZvAL5OmNLeDXg24Z/ZV86ve6KOHNjcRmNtGxAEXGaJSxILGSYdkqRTpNtbDcjcJjPLW5Ja2VppzbdmlMAkdp9sFVjhYstc7nk7aUmrk7wkLvbdTmgSOk9X9snMMpcXbm03y2S0+m+eyH1yebjMzBLgLHc/a96dqcg7RmgzkQQmIAEnYD6xSoMYpz9xZshhxy1o21fE5dPeF7lURgW/s2P1YxRhNgqlrG558VbCurdwLorTZNH6s6CYOVbB/6XKPouOu19rZg8C3gi8CtrVQRy4EHiWuw+KjRCih8Ob6zTWNoBM14S6bklU281bQcDhpLFuhrlBs1MuIC4dYC2j0aQ7li0TZpk7ZcsLBFwU45a5Vqauk92CLG2brusUAe+4R/Zkn4zdJpOkW9zFSb2y+DdPQvybWCzGi4E7uSiLb51w96fO8nwScItIXGdsludbFIb1Z5BIG2X7pBgg4oDumnETpnSGybLirUy/F+37My6z+v5k56opDatWnWLRKlpMCnf/NvBIM9sL/DhBxH3D3X8EYGb3cfcvzLOPol60mpk4C5Y3h/A8IRVwkctkAqTuknF9N0usJwFJW5il4qvrsZ87ZXu9F7pLdsW4RbFvnXI40cDy5QGqxr4pVm6hUAzcbJGAW2RGndxVnWxOe/JYNg6u7LHLirhBQiVqO9CVclgB6silEkazxpWlR7wNmxFPQrz1+1NhFLE9jFEEU9FxpimyxhVxNRZmoyILXDGpYPscgJkdbWbPAn6XkD56bZ59E/WitbVGsplO05xUyJEKttTqlgk2TzNNpta4rgQlmQtllMSkvb5f4pKh7pRZ5sg0hi3pWO3i2m89xbvb4i61xhUIuXaR7iSKf2vHwLmsb4vMCn80ZvYA4Fbufn607smEGOjdwIeA57p7vxi5UkjALQNlhNIsJpaTmNSPep5JFTrOHaudPTKfeCRjWCxZgTUuf+wy9LW4DRJvRX0cJN5GFVujUHaMVb4T07ZUDymSvgoibRDBAlf+br2sFrgYM3s48NuEuLhvA+8HfmeunRK1I9lao7GWxV1bZBXrPLfUApcJMuKi3Gm2yUYq5npi3aIyAtaCRiuzmsXizSPxVpB5Mo6Pcw/ul5mlLvEusdYu3p1fX6Vgt+LfFo/xXCiXgTOATxLqvWFm9wTeBrwd+CrwAuDqtN3YSMCVIcuAVJcYmVWYYE7y8xgmCPolNulHTsRllLHKVRJu/RhXvC0qs7om6/4eTRhZ4Loxs+OBpxCE227gfcAG8Dh3/8ocuybqShrTBgTRBh3hFlng2pavAvHWLuCdrY8tabFFLVfHLV/QO+9W2e4LBOtb7FqZf545rvRzk8wnL2kLvKQT/5ZtU/bJhUUulNwH+KPo9ROAS939aQBm9l2CNe6MSZxMAq4K80hpXgfmNcGdtCUmEgRdljioJuKy/XKUjmPLH3NUcufuEm+T/syW5TtQR+osMGuOmf098GBCqYDnAhe4e8vMfm++PRN1xrYaWNsCR1sUtcVbW4xZd1KSzIWyyzUydqfMizjvtcz1uFNG1rf2Nu8Sd+aRW2X2PLO6FSzWzxJXULy7i6y8gBCLxV66C3k/DLggev054I6TOpkE3KSZdtzaorIIk8cpWuMKXSphdDEVt6vivz+mxQ1mYHVbtu/AorAI72sBjXSpst8SchrwOuCN7v6NeXdGLAe2ZdiadYRb5ELZlXAkiR673Ckji1vq8thoW+ay9d7VJnueuVN2C7mobED7nJmQc2h5O97NoudEr9slBWLxFtPHwpZZ5jzdT+6TC4hcKK8FTgS+a2bbgJ8CXh5t3wNsTepkEnDzIp6U1X3CuUgTzElP4Ati47osZ0XxccOYZhBQgTicibvkMn8H5sEivZ99kAtlFw8huE5+3sy+BpwLvHe+XRJ1p7FlNBqR6yS0C3H3iDePLG7eEWNdcW/R8yxhSaMoNi5KSNIj3lILW0eUpevasW9EYi20Iyfeei1ukfsktN0nC4t3y4VyYZELJRcArzazFwGPBg4Cn4623wv45qROVvNZjhAFTNmyZElSIIoW4FdI4m05qMn7aeY0KizLKODc/ZI0zuE44BxC7MP3CPfYU81szzz7J+pJJz6tYxmLa7a1LW5RnTdylrQ4yQjtWLmOFa0wEUm2vm3x617ybpOQve6u8VYY81bkOjmk9lseWd8WlD7fl6HL8vCHQAv4FPA04Onuvhlt/23gokmdTAJuEcj+Yaobi9zvaYi4AiHX3Sa68cyKPufsEZnT+qxW5fOfFTXqd2aBq7IsK+5+0N3/r7s/GLgn8BfA/wGuM7Pz5ts7MQwze7GZfc7M9pvZdWb2ITO7S67NdjN7vZldb2YHzOy8NIFN3OYEM/tIuv16M3td6lJVrj9bnaWxlVrksqWZPQdrQqPZeWy0wvN4fcgyCY2m02h5JxYuykLZE/PW6rW+dbJQeifOLbOwZda3JOlY37IYuFbSEWR561u/0gEpXcW7Ffu2uKy4gHP3H7j7QwixcHvd/QO5Jr9GSGIyESTgFokaTd5qwbQES3TcTCgNFHOTEnUjHLO4L1P6Xi3693XR+5enZv1tUM0C11imO/YA3P3r7v5C4HjgifPujxiJhwFnAacApxLCTC4ys91Rm9cCjyFYWR8M3AL4qJmtAaSPHyNkIn1w2u5xBDFfCmtaTrQFIdcRdB1hZq1UrLW618XCzZrdwq0Rt0vdKbueZ26WTc+5UmavnU7tOMdaSbdocw/3o0i4ta1vwzJPQsc61459U+mARabLWlxiWRbMbJeZnQV8Bfi+mb3bzG6TbXf3G3IWubFQDJxYbqYVD1Vw3J6MlT375H6pRomFG1H4jVyQe1LUTGwIMS/cvUUo4PqhefdFDMbdHxG/NrOnAtcBJwH/bGZHE+r5/aa7/0Pa5jeA7wI/D1xISGjzk8Ad3f3qtM3/Bt5uZi9195tG7U87pg06Lo3pc4jdGGm7QnbFxkXJTbpKAmSulJEbpOXa5NdncW8dcZUdN32d9CnaXZW4dIAQ9eAVhFIyfwMcJvxx90aC5W3iSMCJ6rRT66/oZL5P6vqhQq69//g3pr615FZdvNU9iUkNMAtLlf2EqAlHp483pI8nEWr7teNY3P1qM7sCeBBBwD0QuCITbykXAtvT/T+RP4mZbU+3Z+yB1B1yLVqbF3GeE3FJt5jrpPSPxF1XjFwuDi7vQtmV0CRyqfSOFS6zqnWKdxNZ25LgOpla0toWusydMknwOEFJrnRAxzKXJi+RmFtsqrhELtdH+ljgd9z9PQBm9i7gM2a2lv6RN1Ek4BaBuk82u7Iy1mByP2mGCDkYQcyVYGAB8FV8/zOW5TqqyWdoDcca5e++VfYRYtaYmQFnAv/i7lekq48FNt39R7nm16bbsjZxLSjc/Udmthm1yfNiutONhz40wVIBFws3iyfKhSLOu5KTdNWBi4Vd1/pc5smsXECWeTIWdLlabnHcWxBt3W2GJy7JXCwLMk+CSgfUBQm4OxJlnXT3y8ysCdyeYKWfKBJw86buk848jUZtJqCzZGSr3JD9BzKr933RPuNlvIZgsd7jArKYtir7CVED3kBI+/3gEdoa3VPRoi95vk3MqwhiMWMPcFUssLqO6n0EXSa+Clwq8xklu2KQUsEXu01abE1rF+z29vouEQndcW8FSUq6EpfkGZR5UqUDaoPKCLAG5GPcmkxJa0nATZplm0xWIf8ezHMiOsvPo48lLmYkIVb1vLNk3iJuFa6zMmOcw2ehOnBiWTGz1wOPAh7q7ldFm64BtpnZ3pwV7hjg4qjNA3LH20twveyyzGW4+xHgSNQeiFwo00umWMg5PVa4vHhL6BZnsaUttsC1utf3uE3G9d7SpCXhedId99bP+pY9tlrBdRLoyTwZJzaJMk/K+lYDZIEzQqzrkWjdDuBNZnYgW+Huj53EySTgyrIKE8dJM60kItM47ySsHyMIuYkxiYl71TGPKuJ0zUyfYe/xFD4DCTixbKRuk68nZJn8GXe/MtfkcmCLkKHyfek+xwH3AF6YtrkEeKmZHefu30/XnUYQaJeX6k8LGluxNSpd38edMl+/rSPmuq1ynXIAdIRdVKS77WaZd5tsx70RxFsWA9fjQhnFvRVZ4QpcJ9vWtygrpTJP1gtZ4HhHwbp3TetkEnBlqOtEdFC/F9xNqy/D4u7Kflb59pMSctP8zozTt6J+VRlzPxFX12slYxmvGSHEMM4Cfh34FWC/mWUxa/vc/ZC77zOztwF/YWY/JCQ3+XPgy8A/pG0vIqQRP9fMXgDcKm3zljIZKKE7CUmbWMTFQi3dlmWtbLtB9ljhClwuc1kph7lNhnVZu85ju4h3TN6dMp9ZMk5c0rWffmdFvXD3p87yfBJwy0LVCXPRfnWboI4rFgbtP+77M80yBmUo04ey7pHLLNaqtK/b9VMRZaEUS8gz08dP5tY/FXh7+vx5hLiW9wE7gX8EnpJlmXP3lpn9EnA28BngEPBu4A/KdqbRjH5u+rhR9ljb+rpU5qxwHrlMZgIsE20t7wi1QW6TrbQTcdxbVLDbsudpm67EJUmalC9OXNJq9VjflHmyRsiFcqZIwNWFWU6SFymGbREpm3Uz36bKZ1nlM6i7sJom03xvVsR612g4jQoZJavsI8QscPehfy+4+2HguenSr813gP8xbn+6BBz0caH0AWKOVFz1ukt2CbesXStr2ynS3Ylh63ab7CoX0Hah7Ii0ori3dmmAKO4t3qeobIDcJ2vEeALuMjNLgLPc/axJdmtZkYCrA/OeiNckK15lxrGSVXlvpv0+jvt9WdbPed7XUdyHJXiPFQMnxHTpKuQNkVDz3GsK4uG80Do3TLy1J+GZeOvjNtmTtCQTalAc9waRQOv8BsSJS8KKNHEJSLzVDEuXsvuknFzWxXjVkYBbdBZh0pmxzJa5cV0d510Lb1Lfk2X6TGGxrp8lQy6UQkwXa0XCKiYTZT3Pi0Vbd1bKXuEGdCcrSToirJ3MJO82mT3P3Cbb1riOC2VX3Fu+YHer1T5OUeISuU7WELlQzhQJuEVnlhkNy7BsE32Y3Hs9SyuLhFv9WJL3WoW8hZgu1gpulO3X8aWTWbtiq9sg0RYJO0stXD2xbnmXyUzg5V0ls33bosw7GSe74tySSKh5iHuLSwbIdXKpUBbK2SIBJ0SeSSUemaaQm6SgXxJBUci0M4GuMHKhFGK6xGIrXgcMj4frI97iDJNd2wtcJrsKcWeuknTaxtstdo2MRB1kbpLRfSbpbGuLQGjXfBM1RRa4mSIBVxcWZSK6zJP9mElaPidd9HoSfVqVzxF07Qghakmj6TRil+NoshvHwbXj5Lx7fT6RSZFwyyxs2Xagk2kyq/3WzjCZyzaZd5uEThZKwv7e6ljVaLU6JQPikgLtgt2q+SbEqEjA1Yl4AjiPCekqTkAnkUEy22+SRbfLsoqfXcy8RNwSv++KgRNiulir2025b0KTLitc9rxXtIVjdOLcOha3TMx1C7fQPnOJjJ933B8L3SYz18h+4q3VUtzbsqKPcGZIwNWVWYu5JZ6IlqKqoJvU+1dGiOgz62aW8aSr8N5XjIFDMXBCjIS1wHI/V13FsovcKT1KelJkccuLtyKrW1bXDQqyTg5xm0z38a79UxfJvFtlHPeGsk7WHcXAzRYJuGVgGkWdV2ECOgnm8T7psxmPsn9+6P0uRDFwQkyXvAUOBiQygY5gg2LRBl2iqyvDZBTrZpHQipOYdLlNFlneIBTjbmXxbVHSklZsmYvWp/2ReFsCFAM3UyTgVpFVnpCOMvZFiJeaNcPel2V9T1b5WhgTs17rwKj7CSGG00icRis3w42SmvQmNPHu5+3YuJyrpA8QbnHGybzVLUm6a7y1hVoft8m0XEDb8hZnpMzEW9KSeFsSZIGbLRJwQuRZlKQXs2BUAbNK74kYCWtUFHD6GgkxGknH/bCoFlxY772v+wi3zvYSVrdYsBHtE6+LywFkbeJyAdk6aL9ux72J5UEWuJkiASdEEUXCZhkETFWL0zKMXQghakSj5TSsW6BltIVbV2KT2IVyiGgjEmrQyTAJ3fXd8vFucbbJ7HWR5S3nNkmStF0rvdVC9d6EGA8JOLFajFObbVIZKWfFpNwDF32cYi4oBk6I6WJNx2LlFiUwKYqFywu2drsua1m3q2Tv6z7CLe822Wp1rG5xFsk422TkNpkJvHa5gNb7pvCOiXkiF8rZIgEnVpNJpPWfZVbDssyzZIFYCeRCKcSUaWeELFjfft55WijcsvZJ1KaqeCvKNBmLtzjbZNTPLrfJfP/F8iAXypkiASdWl1igjCN4FsEyt2iFwsXy0/BqJQFURkCIkbBWx8ptedFTmMwkJ5CSOEYuJ9q61o0o3GKXyczaBqk7ZdJteZPb5OohATdTJOCEgPFcK/P0O8a4wmjaGRMl3EQJVMhbiOnSaCU0yP3u54VcLhauR5yl2wpFG3TuK2WEW97q5h2hli/SLbfJ1UEulLNFAk70kp/Ir1Kq9Um4VvZjUd/HVRRuq/wdnxByoRRiyuSzP8ZEP1lW1KbIbbK9PifUYCzxlheDHRfKjniT2+QKIAvcTJGAE4FBk/iibcs84Z2Ua+Uis0qibZSxrsJnLoSoFdZ0rCjVfl6oZeQtbfFjLn6ty+IWresr3KCduKT9PIt5y9b3sbzJbVKIyVMrAWdme4HXAY9KV50HPNfdb+zT/lbAK4DTgDsC1wMfAv7I3fdNv8czYh6T8bIWjLqKwLr2O09dBVvZ938S45zEMer4HSlLI12q7CeEGE6SgCXkvSghFxNX9DwvztLHQtEWt+9nccvaR8W4PXvu0fN4vYp0rxTm3hurOcI+ohq1EnDAu4HjgUekr98MnAv8cp/2t0+XPwC+AtwJeFO67len2tNZsEiT8ip9qavVY5LxctNkkb4fo1LWWrao1OU7MgZyoRRiulgrV0Ygo28cXB/rWybcsnV5d8p4fU9R7qT3+Em+aHfS2d4We8v72yf6IBfKmVIbAWdmdyMIt1Pc/dJ03dOAS8zsLu7+9fw+7n4F8Lho1TfN7KXAu8xs3d2bs+j7RKnD5LUKdYxJWjTrXF2/G3Xt9yjU9U+KEVASEyGmTGaBa78eIOYK4uBGFm3ZufpZ3aJYt54sk3KZFClKYjJbaiPggAcC+zLxBuDunzWzfcCDgB4B14ejgZsGiTcz2w5sj1btqdDfybPME908dbVgzHrCXufvRJ37LsCo5g4pASfEaDRb4K3ibUVCLV5fFAOXvc6JtrC6IEEJDBduaZvYnVLibUWRBW6m1EnAHQtcV7D+unTbUMzs1sAfAecMafpi4OWlejcLFrlwtBBlWLXvcN3+iBgBuVAKMWVisRVheUtcUQzcILfKqHRAXoiRt8AViLfOudKsk9E5JN5WF1ngZsvcb6VmdoaZ+ZDlfmnzoo/a+qzPn+co4GOEWLhXDGn+KoKlLluOH3lAsyBJOosQdWTZv7vxNbrsY50ife4P10TbLW1ztZkdMrNPmtndc8fYa2bnmtm+dDnXzG45+9EIUQ5LEqwVLc0W1mx1/7a0otfNViiqHT8mCTSboV366EkSlla6vyeQpPu0WqFNK0mXVrSusz4cJ01YkrT4eOt9Em9CzJBFsMC9AXjPkDbfAu4F3K5g222BawftbGZ7gAuAm4HHuPvWoPbufgQ4Eu0/pHtzZNKTw0UvNl0XZvU+JEl9rVmTfI+UOXL2zC4L5b8DPx+9jn3KXgg8H3gK8B/AHwIfT+Oi96dtyia/EmIxSFJh1Y++5QSSrnXeY43Lxbdl6+LkJHl3yWz/gtpuEm4CkAvljJm7gHP36wnp/QdiZpcAR5vZye5+WbruAQQL2cUD9jsKuJAgyB7l7ocn0vFlJT+JHXVirMlvB70Xsyd+z0f5zuozGpsZulA23f2a/EoL/6ydDrzS3T+Qrvstwh96vw6cUyX5lRALQyuBRp8Zbk9h76Rn/UDhlq0vcpXM2hTFuilRieiDXChny9wF3Ki4+1fN7ALgLWb2jHT1m4GPZjdhM7sD8I/Ak939stTydhGwC/gN4KhU0AH8wL1BsTNQAAAcnklEQVRfdLBoo4muqBv6zs6G8S1we3LeDUdS74c8P2FmVxP+hLsUeIm7/xdwIiH++aKsobsfMbNPERJbncPkkl8JMXtaSXESk5x48y7rW2yVKxBs8foii1v6fJBwA1ndRAGywM2U2gi4lCcRCnlnN+zzgOdE2zeAuxAEG8BJwAPS5/+ZO9aJBNdMISZLoyERIZYeaxjWKO9eHu1zVW7TK4AzcusuBZ5McI+8HcFF8uI0zi1LXpV3ob+WUPMTJpD8Soh54UmC56t4F5YSiBOLeG+7SLCFJgNEW9YuTlAii5sYEVnUZketBJy730CwpPXb/i2iJNXu/sn4tRAzY1Yirq7xb6L+GNV+XTv7HA/sj7b0WN/c/fzo5ZdTV/pvAr8FfDZrVnCGeF3l5FdCzJUkZ9IoKo7d40rpvW2LhFu2b/q80OKWHacgE6YQPfTJmjp0nwXDzO5IiJM+BmgCf+LuC/fvRa0EnBC1YtKFviXWxHKx391vKrODux8wsy8DPwF8KF19LPD9qNkxdKxy11Ax+ZUQcydp0c7ZU2R5g0KhBnm3yrwr5eiiTVY3sYI0gdPd/Qtmdgzwr2b29+5+YN4di5GAE2KWlC1QLtEmFpXZZaFsY2bbgbsBnwauJAi0U4F/S7dvAx4GvCjdpVLyKyEWgqQFrebAJoVCLWzoWV+U1MQLEpxItIkqLEsSE3f/Pumfgu5+nZndANwKWCgBp9mhEPNgFGEm8SYWmCwGrsoy8jnM/tzMHmZmJ6bC6++Ao4B3eJiNvhZ4iZk9xszuAbwdOEgoHYC7f5VQQuYtZnaKmZ0CvIUo+ZUQi4q3QlzaoKWrJlzmwpZb32kbFekusrhJvIlx8IpLSczsoWb2kbT+p5vZowvaPMvMrjSzw2Z2uZk9pMqQ0jrUDXf/bpX9p4kscELMCyU7EXVmNha444G/BW4D/IAQ93aKu3873f4aYCdwNrCXkPTktKgGHAxPfiXEYtJqgQ1Ilp27fwzLRllkbQO5SYrJYElYyu5Tgd3AF4G/Bt7fc0yzxxP+3HsW8BngGcD5ZvaT7v6dtM3lwPaCY5/m7lenbW4NvBP43Uq9nDIScEJMi3HF2Sj7y0on5oUZVMhCiY2+j7s/Ych2J2SuPGNAm4HJr4RYVLyV4AMFXM58EcXDeVEWSpCVTUyP8coIjFpWJktudT6AFd9Png+8zd3fmr4+3cx+AXgm8OL0GCcN6lbqrv9B4FXuvpDu9pr9CTEJYjeWbJnHeYWYEVkh7yqLEGIEEh+8pK6QsUtktgDRto5rpcSbmBZZDFzZJeUqYF+0vLhSH0Ic9ElE9UFTLiLU/hzlGEZwx/8ndz+3Sj9mgSxwQozDoommuD+yzolp0qhogauyjxAriLda+LB/PPKlBSI3Sok1MVPGKyMwtKzMiNwGWKO4PuiotT9/Gng88KUovu433f3LFfs0FSTghFhGJN6EEKLeJK2hJmuJNLEklC4rM4Rh9UH77+j+L9TAQ1ECTohxUCISsarIAifEVPnwvndy1FFHzbsbQozEgpQRuJ5QPDFvbYvrgy4FC68whVh4Fsna1WgsVn/E0qIYOCGEEG1mVEZgYBfcN4HLCfVBY05lyWp/ygInxCQoW6B7mn0QYhaYlcoo2bWfEEKIpWJMC9xlZpYAZ7n7WQP3MbsF8OPRqhPN7D7ADWmZgDOBc83s88AlwNOBE4A3levdYiMBJ8QkyYuoaQo6CTYxT+RCKYQQImO8JCYnl4iBux/wiej1menjO4CnuPt70xpuLwOOA64AHhnVD10KJOCEmCbTiJGTcBOLgAScEEKIlFnFwLn7JwlJSQa1ORs4u/zR64MEnBDTJhZcVcWcRJsQQgghhEACTojZUsbFUqJNLDKywAkhhMiokpRk8lkoVwYJOCHmxTBrXJJIxImFxcywCmLMlMRECCGWjgUpI7AySMAJMUvKulDG7SXmxCIhC5wQQoiMxMNSdp/AyFkoRUACbhkZVSRIEMyesuUG9BnNjzJiexU/Jwk4IYQQGeO5UJbJQimQgFs+ykw6Zd2ZH3q/F5OqSWZW0d1VAk4IIUSKUcGFcio9WQ1WbMaxAjQaqzeRFGJSVLl2dM0JIYQQYoZo1rGsZJPKURchREDXzmhkFrgqixALiJk91Mw+YmZXm5mb2aNz283Mzki3HzKzT5rZ3XNt9prZuWa2L13ONbNbznYkQsyBrJB32UVUYoVnH0IIISpjVn0RYjHZDXwReE6f7S8Enp9uvz9wDfBxM9sTtXk3cB/gEelyH+DcaXVYiEUhy0JZdhHVUAycEEKI0lijYhkBWeDEguLu5wPnQ2+5CwsrTgde6e4fSNf9FnAt8OvAOWZ2N4JoO8XdL03bPA24xMzu4u5fn9VYhJg54yUxURbKkkjACSGEKI+SmIjV4kTgWOCibIW7HzGzTwEPAs4BHgjsy8Rb2uazZrYvbSMBJ5YWc8dKukRG7ZWFsiQScEIIIcrToKKAm3hPhJgFx6aP1+bWXwvcKWpzXcG+10X792Bm24Ht0ao9/doKsbAk6VJ2H1EJ3UqFEEIIIUYjb2Kw3LoiE0S+TZ4XA/ui5apxOiiEWH4k4IQQQpRHWSjFanFN+pi3pB1Dxyp3DXC7gn1vS6/lLuZVwNHRcnz1bgoxHzIXyrKLqIYEnBBCiPJYyXIL2WK67YhaciVBoJ2arTCzbcDDgIvTVZcAR5vZyVGbBxBE2cX0wd2PuPtN2QLsn0L/hZguXnERlVAMnBBCiPIoiYlYMszsFsCPR6tONLP7ADe4+3fM7LXAS8zsG8A3gJcABwmlA3D3r5rZBcBbzOwZ6THeDHxUGSjF0lOlrpsscJWRgBNCCFEeCTixfNwP+ET0+sz08R3AU4DXADuBs4G9wKXAae4eW8yeBLyOTrbK8+hfV06IpaFKXTfVgauOBJwQQojyVC3KrULeYkFx908SEo702+7AGenSr80NwG9MuGtCLD7jWeBUB64kEnCrTtInh2tDcSpiBej3/QddA0IIIcRsUB24kkjArQqDJqqjtteEVtSZSVwDoOsgI0tKUmU/IYQQS4UlYSm7j6iGBNwyU3bCOsrxNPkSdWSS10J2rFW/FhQDJ4QQIkNJTGaKBJwohyavom5M+o+M+LirfB1IwAkhhMioUhZA+q0yEnDLTNXJ5apPTMVyMei7HH/X9b0vh1wohRBCpFQpzK1C3tWRgBO9aIIlVoX4u67vfTlkgRNCCJEhF8qZIgEnVpt5T9oXOQvitFwPhRBCCCFEZSTgylDkMqRJ7vyZt9AZh0Xu+zguuGL+TNu6KAucEEKIDAfK3v5lgKuMBNy4jDox0qS2GosscEQxo3xmuh6qsVDXQwOsSn8WaQxCCCEmwZgxcCrkXRIJuFkhodfLQk1GxUzR9dBL3a4HWeCEEEJkOBVi4NrPVMi7JBJwi0a/SdwyTGTrNkEV8yf+zizDNQDLcx00rGIWSgk4IYRYOpTEZKZIwNWFRmN5JrBCVKHu18CyCLcMWeCEEEJkJEDZn/ca39LnjQRcnaj7BFYIsTyoDpwQQogU1YGbLRJwi8oyCrX8mDSRE4NYtmug33h0HQghhBCiBBJw82bZJqllkKATeVbxeigacx2uBblQCiGEyFAM3EyRgCtDPNFKks4kaxUnndNg1PexDpNb0Y2ukXKM837lE79My/XaKpYRqFR6QAghxEIjATdTJODKkhdxYvaM+75LAJZD3/N6kf+8pvX5yQInhBAiQwJupkjAidVj0IR2lcWdhJoog5KYCCGEyFAWypkiASdEzCgipo4TUIkzMWkk4IQQQqQoC+VsqdWd1Mz2mtm5ZrYvXc41s1uOuK+Z2flm5mb26Gn3VSwZ2aSzbnGPdemnEEIIIVaVy8zsK2b27Hl3pC7UzQL3buB44BHp6zcD5wK/PMK+pwOS+qIadc2YWZd+ivphFWPgTDFwQgixdIwXA3eyu9806S4tM7URcGZ2N4JwO8XdL03XPQ24xMzu4u5fH7DvvYHnA/cHvj+L/gqxUKgIvJg0cqEUQgiRkThYSQGXyK5SldoIOOCBwL5MvAG4+2fNbB/wIKBQwJnZLuBvgee4+zU2wr+/ZrYd2B6t2jNOx8USUSdLnASbmCZm1axpssAJIcTyoSyUM6VOAu5Y4LqC9del2/rxl8DF7v7hEud6MfDyEu3FqhKLpHmLOQk2MUsaVtECJwEnhBDLRwUBp8imysxdwJnZGQwXS/dPH4s+aeuzHjN7FPBw4L4lu/Uq4Mzo9R7gqpLHEKuGBJRYJeRCKYQQIkMWuJkydwEHvAF4z5A23wLuBdyuYNttgWv77Pdw4M7AjTnXyfeb2afd/WeKdnL3I8CR7PUobpdCCCGEEEIIMW3mLuDc/Xrg+mHtzOwS4GgzO9ndL0vXPQA4Gri4z26vBt6aW/dl4HnARyp3WgghVp1GxSyUcqEUQojlI3FKu0QqiUll5i7gRsXdv2pmFwBvMbNnpKvfDHw0y0BpZncA/hF4srtf5u7XANfEx0mtad9x9ytn13shhFgy5EIphBAiw5OwlN1HVKI2Ai7lScDrgIvS1+cBz4m2bwB3AXbNuF9CCLFaSMAJIYTIUAzcTKmVgHP3G4DfGLD9W4SkJoOOIf8dIYQYF5UREEIIkSEXypmiv0KFEEKUxhuNyktZzOxZZnalmR02s8vN7CFTGJIQQoiqZBa4souohAScEEKIhcXMHg+8FngloSTMp4HzzeyEuXZMCCGEmBMScEIIIcpjjU4cXJnFSt92ng+8zd3f6u5fdffTge8Cz5z4mIQQQlTDqWCBm3en64sEnBBCiPJUEW/diU/2mNlR0bI9fwoz2wacRCdxVcZFwIOmO0AhhBAjM54L5WVm9hUze/Y8h1AnapXERAghxIIwfh24q3JbXgGckVt3G2ANuDa3/lrg2PInF0IIMRWSBChZFiBptz/Z3W+acI+WGgk4IYQQ5Rm/jMDxwP5oy5EBe+UdbaxgnRBCiHmhMgIzRQJOCCFEecyqxLPFZQT2j/CP6/VAi15r2zH0WuWEEELMCwm4maIYOCGEEAuJu28ClwOn5jadClw8+x4JIYQQ80cWOCGEEOUZ34VyVM4EzjWzzwOXAE8HTgDeVP7kQgghpoIKec8UCTghhBDlmZGAc/f3mtmtgZcBxwFXAI9092+XP7kQQohp4J7gXi6JSdn2ooMEnBBCiPKMn4VyZNz9bODs8icTQggxE9zLW9QUA1cZCTghhBDlmZ0LpRBCiEXHK7hQSsBVRgJOCCFEadwaeIUslFX2EUIIseAkCVhJl0i5UFZGAk4IIUR5rKIFTgJOCCGWD1ngZorupEIIIYQQQghRE2SBE0IIUR7FwAkhhEjxJMFLulAqC2V1JOBWkVEmUIkuKrEiDLsedC0UIwEnhBAiQy6UM0UCblkZd5LUb39NZkVdqXpNDNpvla8HCTghhBAZiYNJwM0KCbhlRBMkIbqZ1jWRHXcVhVzDKgq4CrXjhBBCLDbuQNkslBJwVdFMf9mYtnir+q+7EPNiFt/XVbwmzKovQiw5ZvYsM7vSzA6b2eVm9pB590mIaeKJV1pENVZw1rHEzGoSuYrWBlFf9H0VQswQM3s88FrglcB9gU8D55vZCXPtmBBiaZCAE+VZRWuDqC+z+r6u2nWRWeOrLEIsN88H3ubub3X3r7r76cB3gWfOuV9CTA9Pqi2iEoqBWwbmMSFqNGTZEIvNvK4LWI1rQ0lMhOjBzLYBJwGvzm26CHhQn322A9ujVXum0zshpocnjpdMYuKKgauMBFwJbrr50Ly70Mu8J0OrMFEV9WSe18aCXRfT+O266ebDld7jm24+PPG+CLFA3AZYA67Nrb8WOLbPPi8GXp5fedNNN022Z0KkTOO71fQjpS1qTbayp5eZWQKc5e5nTbpvy4hJ/Q7HzO4AXDXvfgghxJgc7+7fG+cAZrYDuJL+k9FRuAY40d2l5sRSYWa3B74HPMjdL4nWvxT4TXe/a8E+eQvcCcCXp91XIViMe4LuBxWQBW40rgaOB/bP+Lx7CMJxHueeFxrz6rCK457nmPcQfsvGwt0Pm9mJwLYxDrOpm7VYUq4HWvROZo+h1yoHgLsfAY5kr83sO+nTVfltXKV7wSKNdVHuCbofVEACbgQ8mCnH+oeiCtZJt73f3VfCl0JjXo0xw2qOe85jntj50putbrhC5HD3TTO7HDgV+GC06VTgwyUPtxK/jat0L1iwseqeUGMk4IQQQgghJseZwLlm9nngEuDpBLfIN821V0KIpUECTgghhBBiQrj7e83s1sDLgOOAK4BHuvu359szIcSyIAG32BwBXkHkG78CaMyrwyqOexXHLMTK4e5nA2dX3H3VfidWabyrNFYxRZSFUgghhBBCCCFqgiqqCiGEEEIIIURNkIATQgghhBBCiJogASeEEEIIIYQQNUECbsEws71mdq6Z7UuXc83sliPua2Z2vpm5mT162n2dFGXHbGa3MrPXm9nXzeygmX3HzF5nZkfPst9lMLNnmdmVZnbYzC43s4cMaf84M/uKmR1JHx8zq75OijJjNrOnmdmnzexH6fIPZnbyLPs7Kcp+1tF+T0iv3Q9Nu49CiMWl6m/IImFmDzWzj5jZ1UVzknS+cka6/ZCZfdLM7p5rU3k+NEvM7MVm9jkz229m15nZh8zsLrk229N5y/VmdsDMzjOz43NtTkjfswNpu9eZWdXi2GLJkYBbPN4N3Ad4RLrcBzh3xH1PB+qYlabsmG+fLn8A3BN4Srrf26bay4qY2eOB1wKvBO4LfBo438xO6NP+gcB7Ce/BvdPH95nZA2bT4/EpO2bgZ4C/BX4WeCDwHeAiM7vD9Hs7OSqMO9vvTsCfp+2FECtK1d+QBWQ38EXgOX22vxB4frr9/sA1wMfNbE/UZpz50Cx5GHAWcAqhYPs64f61O2rzWuAxwBOABwO3AD5qZmsA6ePHCO/bg9N2jwP+YkZjEHXD3bUsyALcjSDAHhCtOyVdd5ch+94b+C5wbNr+0fMez7THnDvOrxHS8q7Pe0wFfbsUeGNu3VeBV/Vp/17g/Ny6C4C/nfdYpjXmgv3XgJuAJ897LNMedzrWfwF+B3g78KF5j0OLFi3zWcb97VzEJT8nAQz4PvCiaN124EbgGenricwN5jTe26b9fGj6+mhgE3h81Ob2QAv4hfT1L6avbx+1eQJwGDhq3mPSsniLLHCLxQOBfe5+abbC3T8L7AMe1G8nM9tFsF48x92vmXovJ0ulMRdwNHCTuzcn3L+xSN0fTgIuym26iP7je2BB+wsHtF8oKo45zy5gA7hhgl2bKmOM+2XAD9x9IS3IQojZMKHfzjpwIuHP5vY43f0I8Ck645zU3GAeZOEc2f3rJML9LB7v1YQC7/F4r0jXZ1xIELYnTbW3opaokPdicSxwXcH669Jt/fhL4GJ3//BUejVdqo65jZndGvgj4JwJ9mtS3IZgYbk2t/5a+o/v2JLtF40qY87zauB7wD9MsF/TpvS4zeynCZa3+0y3a0KIGjCJ3846kI2laJx3itqMNTeYB2ZmwJnAv7j7FenqY4FNd/9Rrnn8ufbc9939R2a2yQKPV8wPWeBmQBqo60OW+6XNi2LYrM96zOxRwMMJ8W8LwzTHnDvPUQS/8a8Ar5jcCCZOfizDxle2/SJSaQxm9kLgicBj3f3wNDo2ZUYadxrr8S7gae5+/Sw6JoSoBcvw+z8Kw8ZZeW4wR94A3ItwDxvGMoxXzAlZ4GbDG4D3DGnzLcJFf7uCbbel95+qjIcDdwZuDH/8tHm/mX3a3X+mVE8nxzTHDLQnwBcANwOPcfet8t2cOtcT/Nrz/6AdQ//xXVOy/aJRZcwAmNkfAC8Bft7dvzSd7k2NsuO+M/BjwEeia7cBYGZNQpzHN6fSUyHEIlL5t7NmZKEexxJi4TLicV5DxbnBvDCz1wOPIsS+XRVtugbYZmZ7c1a4Y4CLozZdicrMbC/B9XIhxyvmiyxwM8Ddr3f3rw1ZDgOXAEfH6dPTzINH07nI87yaIILuEy0AzwOeOrVBDWHKY84sbxcRAoMftaiWGnffBC4nZKaKOZX+47ukoP1pA9ovFBXHjJm9gOAK+wh3//z0ejgdKoz7a4QsqvG1ex7wifT5d6fWWSHEwlH1t7OGXEkQLO1xpvF/D6Mzzkpzg3mQlkR4A/BY4OHufmWuyeXAFt3jPQ64B93jvUe6PuM0QnK2y6fVd1Fj5p1FRUv3ApxPSL17Srp8CfhItP0OhInfyQOOUZsslFXGDOwBPpu2uzPhX7xsWZv3eArG93iC0PxtQmatvyRYDe+Ubn8nUYYxQlBzE3gRcNf0cYsoG9eiLxXG/ELCjepxuc/zFvMeyzTHXbD/21EWSi1aVnYZ9htSl4WQJj/7Y8oJfyrfBzgh3f4iQtbJxxCEzLuBq4E90TEGzg0WZQHOTsfysNz9a2fU5o2EP+V+jlAe4h+BL2RzFkLs45cJcd/3Tdt9F3j9vMenZTEXuVAuHk8CXkcnW9F5dNdR2QDuQsjStyyUHfNJdFwN/jN3rBMJrpkLg7u/N0208jLgOELmqUe6+7fTJicASdT+YjN7AvCnwJ8A3ySkH76UmlB2zMCzgG3A3+UO9QrgjOn2dnJUGLcQQrQZ4TekLtyP4E2QcWb6+A5C7dbXADsJ4mcvoXzCae6+P9pn2NxgUXhm+vjJ3PqnEv6UgyBgm8D7COP+R+Ap7t4CcPeWmf0S4f34DHCIIGr/YJodF/XF3BUbKYQQQgghhBB1QDFwQgghhBBCCFETJOCEEEIIIYQQoiZIwAkhhBBCCCFETZCAE0IIIYQQQoiaIAEnhBBCCCGEEDVBAk4IIYQQQgghaoIEnBBCCCGEEELUBAk4IYQQQgghhKgJEnBCCCGEEEIIURMk4IQQQgghhBCiJkjACSGEEEKIWmBmdzWzT5jZYTP7DzN7hJklZnbSvPsmxKyQgBNiTpjZE9Mb0B2idW81sy+Z2dHz7JsQQgixaJjZXYDLgM8DdwdeALwTSIB/n2PXhJgp5u7z7oMQK4mZGfAF4NPu/hwzeznwu8Ap7v69+fZOCCGEWCzM7ELgand/arTuvcA93P3u8+uZELNlfd4dEGJVcXc3s5cCf2dmVwP/C3iIxJsQQgjRjZndETgNuHdu0ybwxdn3SIj5IRdKIeaIu38U+ArwcuAx7i4XECGEEKKXnwK2CPfMmHsSvFkws0vN7H7p83eY2TNn20UhZoMEnBBzxMx+AbgrsAZcO+fuCCGEEItKQrhXtr3H0nvovelY4P4EeImZ/W/gZnd/48x7KcQMUAycEHPCzH4K+CTwbOAJwEF3/7W5dkoIIYRYQMzs9sB/AW8EXg/cF3gN8N+A49z9mrTdF4DrgEe6e3NO3RViqsgCJ8QcMLMfAz4GvNrdzwVeBjxOaZCFEEKIXtz9akKir18FvkT44/NNwHWReDsZuCVwo8SbWGZkgRNixpjZrYDPAP/s7s+I1n8Y2O7uj5hb54QQQoiaYGavAe7t7r+QluQ5H/gV4APAr7v7V+faQSGmhAScEEIIIYSoHWZ2AcEa93Lgn4AXufs/m9kTgf/h7k+aaweFmBIScEIIIYQQonaY2feAF7r738y7L0LMEgk4IYQQQgghhKgJSmIihBBCCCGEEDVBAk4IIYQQQgghaoIEnBBCCCGEEELUBAk4IYQQQgghhKgJEnBCCCGEEEIIURMk4IQQQgghhBCiJvz/7dcBCQAAAICg/6/bEegLBQ4AAGBC4AAAACYEDgAAYELgAAAAJgQOAABgIjacsVqcNkLLAAAAAElFTkSuQmCC\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 2, figsize=(9, 4))\n", "\n", "psd = tamaas.Statistics2D.computePowerSpectrum(surface)\n", "acf = tamaas.Statistics2D.computeAutocorrelation(surface)\n", "\n", "# Plot autocorrelation (we use fftshift to rearrange data)\n", "image = axs[0].imshow(numpy.fft.fftshift(acf), extent=(-0.5, 0.5, -0.5, 0.5),\n", " origin='lower', cmap='magma_r')\n", "fig.colorbar(image, ax=axs[0]).set_label('ACF$(x, y)$')\n", "axs[0].set_title(\"Autocorrelation\")\n", "axs[0].set_xlabel('$x$')\n", "axs[0].set_ylabel('$y$')\n", "\n", "# We use a logarithmic color scale\n", "norm = LogNorm(vmin=(q2 / q1)**-(2 * H + 2), vmax=1)\n", "# Shift only along one axis due to r2c transform\n", "image = axs[1].imshow(numpy.fft.fftshift(psd, axes=0).real,\n", " origin='lower', norm=norm)\n", "fig.colorbar(image, ax=axs[1]).set_label('PSD$(q_x, q_y)$')\n", "axs[1].set_title('Power Spectrum Density')\n", "axs[1].set_xlabel('$q_x$')\n", "axs[1].set_ylabel('$q_y$')\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can look at our isotropic powerlaw in 1D by radially averaging the computed PSD with the function `tamaas.utils.radial_average`." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "from tamaas.utils import radial_average\n", + "\n", + "# Center PSD and select real values\n", + "psd_ = numpy.fft.fftshift(psd, axes=0).real\n", + "\n", + "# Construct q-coordinate space\n", + "qx = numpy.arange(-psd_.shape[0] // 2, psd_.shape[0] // 2)\n", + "qy = numpy.arange(psd_.shape[1])\n", + "\n", + "# Construct polar coordinates (must be within the qx x qy domain)\n", + "r = numpy.linspace(0, N//2 - 1, N * 2)\n", + "theta = numpy.linspace(0, numpy.pi, 100)\n", + "\n", + "# Do the radial average with nearest point interpolation\n", + "psd_iso = radial_average(qx, qy, psd_, r, theta, method='nearest')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0008038592127697014\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "# Plot theoretical PSD\n", + "ax.loglog(r, isopowerlaw(r), label='Isopowerlaw')\n", + "\n", + "# Plot averaged PSD\n", + "ax.loglog(r, psd_iso, label='Radially averaged PSD')\n", + "\n", + "ax.set_xlim(1, N // 2)\n", + "ax.set_ylim(1e-3, 2)\n", + "\n", + "ax.set_xlabel(\"$q$\")\n", + "ax.set_ylabel('PSD$^\\\\mathrm{iso}(q)$')\n", + "\n", + "ax.legend()\n", + "\n", + "print(numpy.mean((isopowerlaw(r)-psd_iso)**2))\n", + "\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Normalizing a surface\n", "\n", "Sometimes a specific value of the RMS of heights or slopes is derired for a surface. In Tamaas, these values can be enforced after the surface has been generated by normalizing with either the theoretical value (the preferred way when possible, because it is unbiased) or a value computed with `tamaas.Statistics2D`." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "New $\\sqrt{\\langle h^2 \\rangle} = 0.10$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "target_rms_heights = 0.1\n", "\n", "# Normalizing the surface with theoretical RMS heights\n", "surface *= target_rms_heights / spectrum.rmsHeights()\n", "\n", "display(Latex(r'New $\\sqrt{{\\langle h^2 \\rangle}} = {:.2f}$'.format(tamaas.Statistics2D.computeRMSHeights(surface))))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Custom spectrum\n", "\n", "Custom spectra objects can be created directly in Python by declaring a subclass to `tamaas.Filter2D`. This subclass will be queried for the Fourier coefficents of the power spectrum. For example, below is a class that computes these coefficents from a specified autocorrelation function." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "class AutocorrelationFilter(tamaas.Filter2D):\n", " def __init__(self, autocorrelation):\n", " tamaas.Filter2D.__init__(self)\n", " self.autocorrelation = autocorrelation.copy()\n", "\n", " def computeFilter(self, filter_coefficients):\n", " shifted_ac = numpy.fft.ifftshift(self.autocorrelation)\n", " \n", " # Fill in the PSD coefficients\n", " filter_coefficients[...] = numpy.sqrt(numpy.fft.rfft2(shifted_ac))\n", " # Normalize\n", " filter_coefficients[...] *= 1 / numpy.sqrt(self.autocorrelation.size)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's create a surface with a gaussian autocorrelation." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "sigma = 1e-4\n", "\n", "x = numpy.linspace(-0.5, 0.5, N)\n", "y = numpy.linspace(-0.5, 0.5, N)\n", "\n", "xx, yy = numpy.meshgrid(x, y, indexing='ij')\n", "acf = numpy.exp(- (xx**2 + yy**2) / (2 * sigma)) / (sigma * numpy.sqrt(2 * pi))" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "image = ax.imshow(acf, extent=(-0.5, 0.5, -0.5, 0.5), origin='lower', cmap='magma_r')\n", "fig.colorbar(image).set_label(\"ACF($x, y$)\")\n", "\n", "ax.set_xlabel('$x$')\n", "ax.set_ylabel('$y$')\n", "ax.set_title(\"Target Autocorrelation\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "spectrum = AutocorrelationFilter(acf)\n", "generator.spectrum = spectrum\n", "surface = generator.buildSurface()" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "image = ax.imshow(surface, extent=(0, 1, 0, 1), origin='lower')\n", "fig.colorbar(image).set_label('$h(x, y)$')\n", "\n", "ax.set_xlabel('x [-]')\n", "ax.set_ylabel('y [-]')\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 2, figsize=(9, 4))\n", "\n", "psd = tamaas.Statistics2D.computePowerSpectrum(surface)\n", "acf = tamaas.Statistics2D.computeAutocorrelation(surface)\n", "\n", "image = axs[0].imshow(numpy.fft.fftshift(acf), extent=(-0.5, 0.5, -0.5, 0.5),\n", " origin='lower', cmap='magma_r')\n", "fig.colorbar(image, ax=axs[0]).set_label('ACF$(x, y)$')\n", "axs[0].set_title(\"Autocorrelation\")\n", "axs[0].set_xlabel('$x$')\n", "axs[0].set_ylabel('$y$')\n", "\n", "image = axs[1].imshow(numpy.fft.fftshift(psd, axes=0).real,\n", " origin='lower')\n", "fig.colorbar(image, ax=axs[1]).set_label('PSD$(q_x, q_y)$')\n", "axs[1].set_title('Power Spectrum Density')\n", "axs[1].set_xlabel('$q_x$')\n", "axs[1].set_ylabel('$q_y$')\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recover our input autocorrelation!" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "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": "3.7.3" + "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 4 }