diff --git a/docs/01_basics.ipynb b/docs/01_basics.ipynb index df757a0..bee0b0d 100644 --- a/docs/01_basics.ipynb +++ b/docs/01_basics.ipynb @@ -8,9 +8,9 @@ "\n", "**Scott Prahl**\n", "\n", - "**April 2021**\n", + "**May 2024**\n", "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "testing support for jupyterlite" ] }, { @@ -18,26 +18,20 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import importlib.resources\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + " import pyodide # testing for jupyterlite\n", + " import micropip\n", + " await micropip.install('miepython')\n", + "except ImportError:\n", + " pass\n", + "\n", + "import miepython\n", + "%config InlineBackend.figure_format='retina'" ] }, { @@ -126,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -135,7 +129,7 @@ "[array([0.02452301+0.29539154j]), array([-0.02452301-0.29539154j])]" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -146,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -156,7 +150,7 @@ " (-0.024523008642026042-0.29539154027506076j))" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -176,18 +170,21 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -205,10 +202,11 @@ "h2o_mim = h2o[:,2]\n", "\n", "#plot it\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(h2o_lam,h2o_mre)\n", "plt.plot(h2o_lam,h2o_mim*3)\n", - "plt.plot((1,15),(1.333,1.333))\n", - "plt.xlim((1,15))\n", + "plt.axhline(1.333, color='black', ls=':')\n", + "plt.xlim((0.41,15))\n", "plt.ylim((0,1.8))\n", "plt.xlabel('Wavelength (microns)')\n", "plt.ylabel('Refractive Index')\n", @@ -223,18 +221,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 697 + } }, "output_type": "display_data" } @@ -253,6 +254,7 @@ "au_mre = au[1:N,1]\n", "au_mim = au[N+1:,1]\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(au_lam,au_mre,s=1,color='blue')\n", "plt.scatter(au_lam,au_mim,s=1,color='red')\n", "plt.xlim((0.2,2))\n", @@ -275,18 +277,21 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -294,8 +299,9 @@ "source": [ "mua = 4*np.pi* h2o_mim/h2o_lam\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(h2o_lam,mua)\n", - "plt.xlim((0.1,20))\n", + "plt.xlim((0.4,15))\n", "plt.ylim((0,1.5))\n", "plt.xlabel('Wavelength (microns)')\n", "plt.ylabel('Absorption Coefficient (1/micron)')\n", @@ -322,18 +328,21 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 678 + } }, "output_type": "display_data" } @@ -345,6 +354,7 @@ "\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(x,qsca)\n", "plt.xlabel(\"Sphere Size Parameter x\")\n", "plt.ylabel(\"bScattering Efficiency\")\n", @@ -369,18 +379,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 373, + "width": 833 + } }, "output_type": "display_data" } @@ -398,7 +411,7 @@ "x11 = rho/2/(m-1)\n", "qext, sca11, qback, g = miepython.mie(m,x11)\n", "\n", - "f, (ax1, ax2) = plt.subplots(1, 2, sharey=True)\n", + "f, (ax1, ax2) = plt.subplots(1, 2, sharey=True, figsize=(10,4))\n", "\n", "ax1.plot(rho,sca11,color='blue')\n", "ax1.plot(rho,sca15,color='red')\n", @@ -453,18 +466,21 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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ewWpTs5wJ0QIAAKCoIzELAAAyFBp1VS//tldrj0RluD2kUmm9dVdDtazOwl4oXpycLLq9cWX1aVhJS/ad0WfLj2Q4fcfWk5c0+NtN6lK3gp7rHayGVXxNiBYAAABFFYlZAABgx2o1NG1DqD5YclCJKdZ02z1dnfXULXU0ukMNuTo7mRAh4BhOThbd1qiybm1QSX/vO6NJyzIeQbv68HmtPnxetzeqrAm3BiuoXCkTogUAAEBRQ2IWAADYnLxwVc/N260toRcz3N6znr9eu6OBAst4OTgywDxOThb1aVRZvRpU0m87I/TxP4cVfik+Xb0/90Rq6f4zGtmuuh7vXke+Xq4mRAsAAICigsQsAACQ1Wrox80n9e7ig4pLSk23vZKPh167o4F6N6jIYkcosZydLLq7eaD6Ng7Qz/+e0mfLjyoqNtGuTnKqoSnrTmjetnA90aOOhrcNkpsLI8sBAACQnsUwMlpbGcVJQawaBwAoPiIux2vC/F1af/RChttHta+uZ3sHy9ud73OBtOKSUjRtfai+WX1MVxJSMqxTvZyXXuhTjy81AAAAiriCyK/xCQsAgBLKMAzN2xauN/7Yr9jE9EmlqmU99eE9TdSWFeeBDHm5uejRbrV1X5sgfb7yiKZvCFVyqv2Yh9ALcRo3a5taVy+r//atp8aBfuYECwAAgEKH+6oAACiBriQk6/HZOzRh/u4Mk7JD21TT4vGdScoCOeDr5aqXbq+v5U931e2NKmdYZ0voRd3x+Xo9+fMORUann58WAAAAJQ8jZgEAKGF2hl3W47O3K+xi+uRQZV8PvT+gsTrXrWBCZEDRVq2cl74Y1lz3n7yot/48oB2nLqer8+vO01q6/6we715H93esLncXZ8cHCgAAgEKBEbMAAJQQVquhr1cf0z1fbcgwKXtPi0AtebIzSVngJrUIKquFD7fX5CHNFFjGM932uKRUvb/koPp8slarD583IUIAAAAUBoyYBQCgBDgfk6in5+7U2iNR6bb5eLjog3sa69aGGd+CDSD3LBaL+jUJ0C31K+qHDaH6fOVRxdywQNjxqKsaOXWLetWvqJf71lfVsl4mRQsAAAAzMGIWAIBibt2RKPX5dG2GSdmWQWX01/hOJGWBAuLh6qyHutTS6ue6aUjrarJY0tdZuv+sen68WpP+OayE5FTHBwkAAABTkJgFAKCYMgxDX646qhFTNysqNtFum8UiPd69tn4e21aBZRilBxS0sqXc9O7djfTbox3UtKpfuu2JKVZ9uvyIen68Wn/vOyPDMBwfJAAAAByKxCwAAMVQTEKyHp61XR8sOSTrDfmdij7u+vGBNnqmV7BcnPlTAHCkxoF+Wvhwe31wT2OVK+WWbnv4pXg9NHObHvhhq8IvxZkQIQAAAByFT2MAABQzR8/F6q4v1mvJvjPptnULrqC/nuik9rXKmxAZAElycrJoUMuqWvFsV41qX13OTunnN1h+8Jxu+XiNvltzXCmpVhOiBAAAQEErsYnZ7du365133lGfPn1UtWpVubu7y9vbW3Xr1tWoUaO0du3afOln69atmjhxou699141btxYlStXlru7u0qXLq3g4GCNHDlSK1euzJe+AABYsveM7vpivY6dv2pXbrFIz/UO1vcjW6mct7tJ0QFIy9fTVa/d0UCLHu+o1jXKptsen5yqt/86oDs+X69dYZcdHyAAAAAKlMUogRNYdenSRWvWrMm23vDhwzVlyhS5uaW/zSynOnbsqPXr12dbb+DAgZoxY4Y8PDzy3FdmwsPDVbVqVUlSWFiYAgMD870PAIC5Uq2GPlp6SF+tOpZum5+Xqz69t5m61K1gQmQAcsIwDP2+67TeXHQg3ZzQ0rUvV0a2q65netVVaQ9XEyIEAAAo2Qoiv+Zy0y0UQREREZKkgIAADRw4UJ06dVK1atWUmpqqjRs3auLEiYqIiNDMmTOVkpKin376Kc99ubu7q0uXLmrfvr3q1aunSpUqqVy5cjp//rx27dqlr7/+WidOnNC8efPk5OSkn3/+Ob8OEwBQQsQkJOuJ2Tu08tD5dNvqV/bRN8NbqGpZFvgCCjOLxaI7m1ZR12B/fbDkoH7cfMpuu2FI0zeEasneM3rtjgbq3aCiLJb0UyAAAACg6CiRI2b79u2rESNGaMCAAXJ2dk63PSoqSh06dNDhw4clSWvWrFGnTp3y1FdKSopcXDLPf8fHx6tHjx7auHGjJGn37t1q1KhRnvrKDCNmAaD4Cr8UpzHTt+rQ2Zh02+5uVkVv928kT7f073UACrdtJy/qxYV7M/zdlqSe9SrqzbsaqLKvp4MjAwAAKJkKIr9WIueYXbRokQYNGpRhUlaSypcvr4kTJ9qez58/P899ZZWUlSRPT0+NHz/e9jwnUywAACBJO05d0l1fbEiXuHFxsuiNOxto4qAmJGWBIqpFUFkteqKjJtwaLHeX9H+yLztwVr0+XqOft5xSCRxnAQAAUCyUyMRsTnTt2tX2+Nix9PP15adSpUrZHickJBRoXwCA4mHR7tO699tN6eaiLFvKTT892FYj2lXnNmegiHN1dtIjXWtr6VOd1alO+XTbYxJT9MLCPbrv+80KuxhnQoQAAAC4GSRmM5GUlGR77ORUsC/T7NmzbY9DQkIKtC8AQNFmGIYmLz+ix37aocQUq922WhVK6ddHOmS4ujuAoiuoXCnNuL+1Pr23qcp7p1+Udv3RC+r9yRr9sCFUViujZwEAAIoKErOZWL16te1xfidLrVarzp49qxUrVqh///62xcWCg4PVu3fvfO0LAFB8JKak6pm5uzTxn8PptnWsXV4LH+mgauVY5Asojq4vDrbs6S4a0Dz9fGZxSal69fd9uvfbTToRddWECAEAAJBbWU+AWkJZrVa99957tueDBg3Kl3arV6+ukydPZrgtKChICxYsyHZO2oyEh4dnuT0yMjLXbQIACpeYhGSNm7VN649eSLdtSOtqeuPOBnJ15vtWoLjz83LTxEFN1LdJZb24cI8io+2nwdoSelG3frJGz/YK1v0da8jZiSlNAAAACisSsxmYNGmStmzZIknq37+/WrZsWWB9ubi46JVXXtH48ePl4+OTpzaurwgHACiezsckavT0LdobccWu3GKRXrqtnsZ0rMF8skAJ0y3YX0uf6qx3Fx/UT5tP2W1LTLHq7b8O6M89kfpoYGPV9i9tUpQAAADIisVgGVc7q1evVs+ePZWSkiJ/f3/t3r1bFStWzJe2Dx8+rKSkJFmtVl24cEHr16/XV199paioKA0ePFhffvmlvL29c91ubj6Mh4WFKTAw/e1vAIDC6dSFOA2fulknL9gv7OPl5qxP722mW+rnz3sUgKJr/dEovbBwt8Iuxqfb5u7ipAm3hmh0++pyYvQsAABAnoWHh9sGR+ZXfo3EbBr79u1Tp06ddOnSJbm7u+vvv/9Wly5dCrTPS5cuqXfv3vr333/VuHFjrVu3TqVL525UQ06mMmjdurUkErMAUJTsOx2tkVP/VVRsol15uVJumja6lRoH+pkTGIBC52piij78+5B+2BiqjP66b1uzrD68p4mqlmUeagAAgLwgMVuATpw4oY4dO+r06dNydnbWvHnz1L9/f4f0feDAAdWvX1+S9J///EfvvPNOvrZfECcOAKBgbTgWpbEztik2McWuPLCMp2aOaaMa5UuZFBmAwuzf0It6fv5uHc9gATBvdxe90q++BrYIZPoTAACAXCqI/BqrhEg6ffq0evbsqdOnT8tisWjq1KkOS8pKUr169VSnTh1J0vz58x3WLwCgcPprT6RGTf03XVK2XmUfLXy4PUlZAJlqVb2s/hrfSfd3qJFuW2xiiibM360HZ2zVuZiEDPYGAACAI5X4xGxUVJRuueUWHT9+XJI0efJkjRgxwuFxVKhQQZJ08uRJh/cNACg85m4N06M/bVdSqtWuvE2NsprzUFv5+3iYFBmAosLD1Vmv9Kuvnx5soyp+num2LztwTr0nrdFfeyJNiA4AAADXlejEbHR0tHr37q39+/dLkt577z09+uijpsQSEREhSXla/AsAUDzM2nRSE+bvTjc/5K0NKumH+1vLx8PVnMAAFEnta5XX4ic7aWCL9LfZXYpL1iM/bteTP+9QdFyyCdEBAACgxCZm4+LidPvtt2v79u2SpJdeeknPP/+8KbH8+++/tpGyjRo1MiUGAIC5vl93Qv/9dW+68qFtqumLYc3l4epsQlQAijofD1d9OLCJvhvRUuW93dJt/3XnafX5dI02Hb9gQnQAAAAlW4lMzCYlJal///5av369JGn8+PF66623ct3O9OnTZbFYZLFY9Nprr6XbvmXLFlviNzMREREaOXKk7fnw4cNzHQcAoGj7YuVRvblof7ryh7vW0tt3NZSzE4v0ALg5t9SvqL+f7KxbG1RKt+10dIKGfLdJH/59UMk3TKMCAACAguNidgBmGDJkiJYuXSpJ6t69u8aMGaO9e9OPUrrOzc1NdevWzXU/+/fv1+jRo9W+fXv169dPTZs2tc0lGxERoZUrV2ratGmKjo6WJPXs2VOjR4/OwxEBAIoiwzA0adkRfbb8SLptT/Wsqyd61GbldAD5ppy3u766r7l+3RmhV37bp5iE/y0waBjSFyuPad2RKH1ybzMWGQQAAHCAEpmYXbhwoe3xihUr1Lhx4yzrBwUFKTQ0NM/9bdiwQRs2bMiyzqhRo/TFF1/IyalEDmIGgBLHMAy9t+Sgvll9PN22F/qEaFyXWiZEBaC4s1gs6t8sUG1qlNPTc3dq0/GLdtt3hUfr9s/W6rV+DTSwZSBfDgEAABSgEpmYdZTBgwcrICBAK1as0IYNGxQREaFz584pKSlJPj4+qlOnjjp06KDhw4dnmxwGABQfhmHojUX7NW19aLptr/arr9Edajg+KAAlSoCfp358oK2+W3tcH/19SCnW/606GJeUqgkLdmvloXN69+5G8vNKPzctAAAAbp7FMG5c+xnFTXh4uKpWrSpJCgsLU2Bg+pV5AQCOYRiG3v7zgKasO2FXbrFIb9/VSEPbVDMpMgAl1Z7waI3/eYeOR11Nt62Sj4c+HtxE7WuVNyEyAACAwqMg8mvcNw8AgIMYhqEP/z6ULinrZJE+vKcJSVkApmgU6KtFT3TUkNbpr0FnriRo2JTNen8JC4MBAADkNxKzAAA4yKfLj+jLVcfsypws0if3NtM9LbibAYB5vNxc9O7djfTN8BYq4+Vqt80wpK9WHdO9325SxOV4kyIEAAAofkjMAgDgAF+uOqpPlh2xK7NYpEmDm+qOJgEmRQUA9no3qKQlT3ZWx9rppy7YdvKSbvt0rZbuO2NCZAAAAMUPiVkAAArYlLXH9cGSQ+nK3x/QWHc2rWJCRACQuYo+Hppxf2u9dFs9uTpb7LZFxydr7Mxteu33fUpMSTUpQgAAgOKBxCwAAAVo5sZQvfXngXTlb93VUINaVjUhIgDInpOTRQ92rqkFD7dXtbJe6bZP3xCqAV9tUGgGC4YBAAAgZ0jMAgBQQOb8e0ov/7YvXfmr/errvrZBJkQEALnTONBPi57oqNsbV063bW/EFfWdvE6/7YwwITIAAICij8QsAAAFYMneSP1n4Z505f/pE6LRHWqYEBEA5I2Ph6s+H9JM7/RvJHcX+48PsYkpGv/zTr2wYLfik5jaAAAAIDdIzAIAkM82HI3SE7N3ymrYlz9zS1091KWWOUEBwE2wWCwa2qaafnusg2pVKJVu+8//hunOL9bp8NkYE6IDAAAomkjMAgCQj3aHX9aDM7YqKdVqV/5ot1p6vEcdk6ICgPwRUslHfzzeUQNbBKbbdvhsrO74fJ3m/htmQmQAAABFD4lZAADyybHzsRo17V9dveF23qFtqunZXsEmRQUA+cvLzUUfDmyiSYObyMvN2W5bQrJVExbs1nPzdjG1AQAAQDZIzAIAkA8io+M14vstung1ya78tkaV9OadDWWxWEyKDAAKRv9mgfrj8Y6qV9kn3bZ528LV/8v1OhF11YTIAAAAigYSswAA3KRLV5M04vstirgcb1fesXZ5TRrcVM5OJGUBFE+1Knjrl0faa0S7oHTbDp6J0R2T12nJ3kgTIgMAACj8SMwCAHAT4pJSdP8P/+rIuVi78iaBvvp6eAu5uzhnsicAFA8ers56486G+nxoM5W6YWqDmMQUjZu1XW8t2q/kG+beBgAAKOlIzAIAkEcpqVY9+uN27Th12a68ZoVSmja6tbzdXcwJDABM0LdxgH57rKPqVvROt23KuhMa8u0mnYlOMCEyAACAwonELAAAeWAYhl79fZ9WHjpvV17Z10Mzx7RR2VJuJkUGAOap7e+tXx/toP7NqqTbtvXkJfWdvFYbjkaZEBkAAEDhQ2IWAIA8+HbNcf24+ZRdmZ+Xq2aOaa0qfp4mRQUA5vNyc9HHg5ro7f4N5eZs/3EjKjZJ932/WV+sPCqr1TApQgAAgMKBxCwAALn05+5Ivbv4oF2Zm4uTpoxoqdr+pU2KCgAKD4vFomFtgrTg4fYKLGP/ZZXVkD78+5DG/PCvLsclmRQhAACA+UjMAgCQC1tDL+qpuTvTlX88qIlaVi/r+IAAoBBrFOirRY93VPcQ/3TbVh46r9s/W6e9EdEmRAYAAGA+ErMAAOTQiairenDGViWl2K8s/kKfEPVtHGBSVABQuPl5uWnKiJZ6rnewnCz22yIux2vAVxu0YFu4OcEBAACYiMQsAAA5cPFqkkZP26JLccl25cPaVNNDnWuaFBUAFA1OThY92q22Zj3QRuW97RdHTEyx6pl5u/Tqb3uVnGrNpAUAAIDih8QsAADZSEhO1YMztir0QpxdebfgCnr9jgayWCyZ7AkASKt9rfL684lOalW9TLptP2w8qaHfbdK5mAQTIgMAAHA8ErMAAGTBMAw9v2C3tp28ZFfeIMBHnw9tLhdn3koBIDcq+njoxwfaamS7oHTb/g29pH6T16W75gIAABRHfJoEACALX60+pt92nrYrq+zroamjWqmUu4tJUQFA0ebm4qTX72yojwY2kbuL/UeSs1cSde+3G/Xj5pMyDMOkCAEAAAoeiVkAADKxbP9Zffj3Ibsyb3cXTRvdShV9PEyKCgCKj3taBGrBw+1Vxc/Trjw51dBLv+zVCwv2KCE51aToAAAAChaJWQAAMnDoTIzG/7xDaQdrWSzSp/c2VUglH/MCA4BipmEVX/3xeEd1qF0u3bY5W8M0+JuNOn053oTIAAAAChaJWQAAbnDxapIemPGvribZj9J6/tYQ9ahX0aSoAKD4KlvKTT+Mbq2HOtdMt21XeLT6TV6nTccvmBAZAABAwSExCwBAGsmpVj3y4zaFXbQfnXV3syoZJgwAAPnDxdlJ/7mtnj4f2kyers522y5cTdKwKZs1bf0J5p0FAADFBolZAADSeO33fdp0/KJdWdOqfnrn7kayWCwmRQUAJUffxgH69dEOCirnZVeeajX0+h/79fyC3UpMYd5ZAABQ9JGYBQDg/83cGKofN5+yK6vk46Fvh7eQxw2jtwAABSe4Umn9/lhHdQuukG7b3K3hGvLtJp2LSTAhMgAAgPxDYhYAAEmbjl/Qa3/stytzd3HStyNayN/Hw6SoAKDk8vV01fcjW+mJ7rXTbdt+6rLumLxeu8MvOz4wAACAfEJiFgBQ4p2JTtBjP21XqtV+3sKPBjZR40A/c4ICAMjJyaKnewXrq2HN0807e+ZKggZ+vVG/7YwwKToAAICbQ2IWAFCiJaak6uEftykqNsmu/LFutdWvSYBJUQEA0urTqLIWPNxeVfw87coTU6wa//NOvbv4QLov1wAAAAo7ErMAgBLtzUX7tePUZbuyrsEV9PQtdc0JCACQofoBPvr9sQ5qU6Nsum3frD6uMT/8q+j4ZBMiAwAAyBsSswCAEmv+tnDN2mS/2FfVsp76ZHBTOTlZTIoKAJCZct7umvVAGw1vG5Ru26pD59X/y/U6dj7WhMgAAAByj8QsAKBE2hsRrZd+2WNX5u7ipK/vayE/LzeTogIAZMfV2Ulv3tVQ7/RvJJcbvkQ7fv6q7vpivVYeOmdSdAAAADlHYhYAUOJcupqkcbO2KTHFalf+7t2N1CDA16SoAAC5MbRNNf30YFuVK2X/ZVpMQorun/6vvl1zTIbBvLMAAKDwIjELAChRUq2Gxs/ZqfBL8XblI9oF6e7mgSZFBQDIi9Y1yur3xzuqQYCPXblhSO/8dVAT5u9W0g1fwgEAABQWJGYBACXKJ8sOa83h83ZlLYLK6L+31zcpIgDAzaji56n549rr9saV022bty1c903ZrItXk0yIDAAAIGskZgEAJcaqQ+c0ecVRu7Ly3u76clhzubnwlggARZWnm7M+H9JMz/UOTrdtS+hF3fXFeh05G2NCZAAAAJnjUygAoESIjI7X03N32ZW5OFn05bDmqujjYVJUAID8YrFY9Gi32vr6vhbydHW223bqYpzu/nKDVrEoGAAAKERIzAIAir2UVKuemL0j3a2sL/QJUesaZU2KCgBQEG5tWEnzxrVTZV/7L91iEq8tCjZ9/QkWBQMAAIUCiVkAQLE3adlh/Rt6ya7slvoVNaZjDZMiAgAUpIZVfPXbox3UpKqfXbnVkF77Y7/+++teJaeyKBgAADAXiVkAQLG2+vB5fbHymF1ZFT9PfXRPE1ksFpOiAgAUNH8fD80Z21Z9M1gU7MfNpzRq2hZFxyWbEBkAAMA1JGYBAMXWmegEPTVnp12Zi5NFnw9tJl8vV3OCAgA4jIersyYPaaYne9ZJt2390Qvq/+V6nYi6akJkAAAAJGYBAMVUVvPKNqtWxqSoAACOZrFY9GTPupo8pJncXew//hyPuqq7vlivDUejTIoOAACUZCRmAQDF0qRlh7Ul9KJdWc96zCsLACVVvyYBmvNQO1Uo7W5XHh2frBFTt+inzadMigwAAJRUJGYBAMVOpvPKDmzMvLIAUII1reqn3x/roAYBPnblKVZDL/6yR6//sU8pLAoGAAAchMQsAKBYOR+TqGfm7rQruz6vrJ+XmzlBAQAKjcq+npo3rp16N6iYbtu09aEaO3ObriammBAZAAAoaUjMAgCKDavV0LPzdikqlnllAQCZ83Jz0VfDWujRbrXSbVtx8JwGfr1RZ6ITTIgMAACUJCRmAQDFxvQNoVp9+LxdWY8Qf+aVBQCk4+Rk0XO9Q/TxoCZyc7b/WLQ/8oru+mK99p2ONik6AABQEpCYBQAUC/tPX9F7iw/alVUo7a4P7mFeWQBA5u5uHqgfH2yjMl6uduVnriRo4NcbteLgWZMiAwAAxR2JWQBAkReflKrxP+9Q0g0Ltnw8qInKebtnshcAANe0ql5WvzzSQTXKl7Irj0tK1QM/bNWMjaHmBAYAAIo1ErMAgCLv7b/268i5WLuyBzvVUKc6FUyKCABQ1FQvX0oLH26v1jXK2pVbDemV3/bpjT/2K9VqmBQdAAAojkjMAgCKtH/2n9WsTafsyhoE+OjZ3sEmRQQAKKrKlHLTzDGt1b9ZlXTbpq4/oYdmblNcUooJkQEAgOKIxCwAoMg6eyVBE+bvsivzcHXSp/c2k7uLs0lRAQCKMncXZ308qIme7Fkn3bZlB85q0DcbdfZKggmRAQCA4qbEJma3b9+ud955R3369FHVqlXl7u4ub29v1a1bV6NGjdLatWvzpZ8rV67o559/1oMPPqjmzZvLz89Pbm5uqlChgrp27aqPPvpIly9fzpe+AKAksVoNPTN3ly7FJduVv9qvgWr7e5sUFQCgOLBYLHqyZ11NGtxErs72C0jujbii/l+s14HIKyZFBwAAiguLYRglbqKkLl26aM2aNdnWGz58uKZMmSI3N7c89bN48WL1799fiYmJWdarWLGiZs+erW7duuWpn+yEh4eratWqkqSwsDAFBgYWSD8A4EhT1h7XW38esCvr3aCivr6vhSwWSyZ7AQCQO5uOX9BDM7cpOt7+i0Bvdxd9PrSZugb7mxQZAABwpILIr5XIEbMRERGSpICAAI0fP17z58/Xli1btHHjRn388ceqUuXanFIzZ87UqFGj8tzPhQsXlJiYKCcnJ/Xu3VuTJk3SihUrtH37dv3+++8aPHiwJOns2bPq27evdu7cebOHBgAlwqEzMfpgySG7sko+Hnrv7sYkZQEA+aptzXJa+Eh7BZXzsiuPTUzRmB+2atamkyZFBgAAiroSOWK2b9++GjFihAYMGCBn5/RzEEZFRalDhw46fPiwJGnNmjXq1KlTrvuZM2eOVq5cqRdffFHVqlXLsM7kyZP1xBNPSJK6d++u5cuX57qf7DBiFkBxkpRiVf8v12vf6f/dQmqxSD8+0Ebta5U3MTIAQHF28WqSxs7Yqq0nL6Xb9mCnGvpPn3pycuLLQQAAiquCyK+VyMRsTixatEj9+vWTJD3xxBP69NNPC6yvVq1aaevWrXJyctK5c+dUrly5fG2fxCyA4mTi0kOavOKoXdmDnWropdvrmxQRAKCkSEhO1XPzd+uPXafTbbu9UWVNHNREHq4sPgkAQHHEVAYO1LVrV9vjY8eOOaQvq9WqEydOFGhfAFCUbT91SV+stE/K1vH31jO9gk2KCABQkni4OuvTwU31ePfa6bb9uSdSw7/frMtxSSZEBgAAiiISs5lISvrfH1ROTgX7MqVdHKyg+wKAoio+KVXPzN0la5r7PFycLJo0uCmjkwAADuPkZNEzvYL14T2N5XLD1AX/hl7S3V9tUNjFOJOiAwAARQlZwEysXr3a9jgkJMQhfbm4uKh27fTfvgMApPcWH9CJqKt2ZeN71FHDKr4mRQQAKMkGtqyqaaNbydvdxa78+Pmr6v/lBu0Ov2xOYAAAoMhwyb5KyWO1WvXee+/Zng8aNKjA+vrzzz+1e/duSVLv3r3l4+OT6zbCw8Oz3B4ZGZmn2ACgsFh75Lx+2Gi/6nWTqn56uGstkyICAEDqVKeC5o1rp9HT/tWZKwm28qjYRA3+ZpO+HNZc3UL8TYwQAAAUZiRmMzBp0iRt2bJFktS/f3+1bNmyQPq5ePGiHn30UUmSs7Oz3nzzzTy1c33iYQAojqLjkvXcvN12ZR6uTvp4UBO5OHPjBwDAXPUq++iXR9tr1NR/dehsjK08PjlVD8zYqrfuaqghrauZGCEAACis+ER7g9WrV+uFF16QJPn7++urr74qkH5SU1M1bNgwnTx5bQTYf//7XzVr1qxA+gKAouy1P/bZjUKSpP/0qadaFbxNiggAAHuVfT017+F2al+rnF15qtXQfxbu0Ud/H5JhGJnsDQAASipGzKaxb98+9e/fXykpKXJ3d9fcuXNVsWLFAunrkUce0ZIlSyRJt99+u15++eU8txUWFpbl9sjISLVu3TrP7QOAWZbsjdQvOyLsyjrWLq/hbYNMiggAgIz5eLhq+ujWen7B7nTvXZ+vPKrTl+P13oDGcnNhbAwAALiGxOz/O3HihHr16qVLly7J2dlZs2fPVpcuXQqkr//85z/69ttvJUkdO3bUvHnz5Oyc9xXFAwMD8ys0ACg0Ll1N0n9/3WtXVtrDRR/c01hON6yCDQBAYeDmcm2qnSp+nvp85VG7bQt3ROhsTIK+uq+FfDxcTYoQAAAUJnxdK+n06dPq2bOnTp8+LYvFoqlTp6p///4F0tf7779vW1isefPmWrRokTw9PQukLwAoyl7/Y5+iYpPsy+5ooAA/rpkAgMLLYrHo2d7Beqd/Iznf8EXi+qMXNOjrjYqMjjcpOgAAUJiU+MRsVFSUbrnlFh0/flySNHnyZI0YMaJA+vryyy9t89fWq1dPf//9t3x9fQukLwAoypbtP6tfd562K+tZz1/9m1UxKSIAAHJnaJtqmjKipTxd7e+MO3gmRv2/2KADkVdMigwAABQWJToxGx0drd69e2v//v2SpPfee0+PPvpogfQ1c+ZMPfbYY5KkmjVratmyZSpfvnyB9AUARVl0XLJe/GWPXZmPh4ve7t9IFgtTGAAAio5uIf6a81Bblfd2sys/cyVBg77eqPVHo0yKDAAAFAYlNjEbFxen22+/Xdu3b5ckvfTSS3r++ecLpK+FCxdq9OjRMgxDgYGBWr58uQICAgqkLwAo6t78c7/OxSTalb3ct74q+niYFBEAAHnXONBPvzzSQTUrlLIrj0lM0cipW7Rwe7hJkQEAALOVyMRsUlKS+vfvr/Xr10uSxo8fr7feeivX7UyfPl0Wi0UWi0WvvfZahnWWLl2qIUOGKDU1Vf7+/lq2bJmqV69+E9EDQPG18tA5zd9m/wG1a3AF3dOCRQ4BAEVX1bJeWjCuvVpVL2NXnmI19PTcXfp8xREZhmFSdAAAwCwuZgdghiFDhmjp0qWSpO7du2vMmDHau3dvpvXd3NxUt27dXPezadMm9e/fX0lJSXJ1ddWkSZOUnJycZV+BgYHy8/PLdV8AUNRdSUjWiwvtpzDwdnfRO0xhAAAoBsqUctPMMW30zNxd+nNPpN22j5Ye1tkriXrtjgbpFgwDAADFV4lMzC5cuND2eMWKFWrcuHGW9YOCghQaGprrfpYsWaK4uDhJUnJysoYNG5btPtOmTdOoUaNy3RcAFHXv/nVAkdEJdmUv3V5PAX6eJkUEAED+8nB11uQhzVTZ10NT1p2w2zZz00mdj0nUJ/c2lccNC4YBAIDiqUROZQAAKFzWHYnS7C1hdmUda5fXva2qmhQRAAAFw8nJov/2ra9X+9XXjTeELNl3RiOmblF0XLI5wQEAAIeyGExmVOyFh4eratVryY2wsDAFBjJXI4DC42piinpNWqOIy/G2Mi83Z/39ZGdVLetlYmQAABSsP3dH6qk5O5WUarUrr1vRWz/c31qVfblrBACAwqIg8muMmAUAmOqjpYfskrKS9J/b6pGUBQAUe7c3rqwf7m+t0u72M8wdPhuru7/coCNnY0yKDAAAOAKJWQCAaXaGXdb0DaF2ZW1rltWw1tXMCQgAAAdrV6uc5o5rJ//S7nblkdEJuufrjdoaetGkyAAAQEEjMQsAMEVyqlUvLNittBPquLs46b27G8uJFakBACVIvco+WvhIe9WsUMquPDo+WcOmbNbf+86YFBkAAChIJGYBAKb4bu1xHTxjf4vmEz3qqHr5UpnsAQBA8RVYxksLxrVXs2p+duWJKVY9PGubftx80pzAAABAgSExCwBwuNCoq/p02RG7spBKpTW2c02TIgIAwHxlSrnppwfaqkeIv1251ZBe+mWvPv7nsFi7GQCA4oPELADAoQzD0Eu/7lFiyv9WoLZYpPcGNJarM29LAICSzdPNWd8Mb6HBLaum2/bZ8iP6z8I9Skm1ZrAnAAAoavgEDABwqPnbwrX+6AW7spHtqqtpVT9zAgIAoJBxcXbSewMa6YnutdNt+/nfMI2btU3xSakmRAYAAPITiVkAgMNExSbq7b8O2JUF+Hro2d7BJkUEAEDhZLFY9HSvYL11V0PduCbmsgPnNGzKJl26mmROcAAAIF+QmAUAOMybi/brclyyXdlb/RvK293FpIgAACjc7msbpC+HtZCbi/1Ht+2nLmvA1xsUfinOpMgAAMDNIjELAHCIlYfO6bedp+3Kbm9cWd1DKpoUEQAARcOtDSvpxwfayMfD/ovM4+ev6u4vN+hA5BWTIgMAADeDxCwAoMDFJ6Xq5V/32pX5eLjo1X71TYoIAICipVX1spr/cHtV9vWwKz8Xk6hB32zUlhMXTYoMAADkFYlZAECBm7ziiMIvxduVvXR7PfmX9shkDwAAcKO6FUtrwcPtVcff2648JiFFw7/frGX7z5oUGQAAyAsSswCAAnX0XIy+W3vcrqx1jbIa1LKqSREBAFB0Bfh5av649mpVvYxdeWKKVQ/N2qZ5W8NMigwAAOQWiVkAQIExDEP//XWvklMNW5mLk0Vv39VQFosliz0BAEBmfL1cNXNMG/Ws529Xnmo19Nz83fpm9TGTIgMAALlBYhYAUGB+3RmhTcft57x7sHNN1alY2qSIAAAoHjxcnfX1fS10T4vAdNveXXxQ7/x1QIZhZLAnAAAoLEjMAgAKRHRcst7+84BdWRU/Tz3evbZJEQEAULy4ODvpw3sa66EuNdNt+3bNcT07b7dSUq0mRAYAAHKCxCwAoEB8uPSgomKT7Mpeu6OBvNxcTIoIAIDix2Kx6D996unF20LSbVuwPVwPzdym+KRUEyIDAADZITELAMh3O8Mu68fNp+zKetarqFvqVzQpIgAAirexnWvpo4FN5OxkP4f78oPnNGLqZkXHJZsUGQAAyAyJWQBAvkq1Gvrvr3uUdlo7T1dnvXZHffOCAgCgBLinRaC+Hd5C7i72H/P+Db2kwd9u1NkrCSZFBgAAMkJiFgCQr2ZtOqm9EVfsyp7oUUeBZbxMiggAgJKjR72KmvVAG/l42E8ddPBMjAZ8tUEnoq6aFBkAALgRiVkAQL45dyVBH/19yK6sjr+3xnSsYVJEAACUPK2ql9Xcce3kX9rdrjz8Urzu+WqD9kZEmxQZAABIi8QsACDfvPPXAcUkptiVvXlXQ7m58HYDAIAjhVTy0YKH26tG+VJ25ReuJunebzdpw9EokyIDAADX8UkZAJAvNh+/oF93nrYru7t5FbWtWc6kiAAAKNmqlvXSvHHt1LCKj115bGKKRk37V4v3RJoUGQAAkEjMAgDyQUqqVa/+vs+urLSHi168rZ5JEQEAAEkq7+2u2Q+2Vfta9l+UJqVa9chP2/XT5lMmRQYAAEjMAgBu2k9bTungmRi7smduqavy3u6Z7AEAAByltIerpo1updsaVbIrNwzpxV/26PMVR2QYhknRAQBQcpGYBQDclAuxiekW/AqpVFr3tQ0yKSIAAHAjdxdnTR7SXEPbVEu37aOlh/X6H/tltZKcBQDAkUjMAgBuykdLD+lKgv2CX6/d0UAuzrzFAABQmDg7WfT2XQ31RI866bZN3xCqp+buVHKq1YTIAAAomfjUDADIs93hl/Xzv2F2Zf2aBLDgFwAAhZTFYtHTt9TV63c0kMViv+23naf10Mxtik9KNSc4AABKGBKzAIA8sVoNvfr7PqWdks7LzVkv3hZiXlAAACBHRravrk/vbSZXZ/vs7IqD5zRy6hZdSUg2KTIAAEoOErMAgDxZsD1cO05dtit7rHttVfb1NCcgAACQK3c0CdCUka3k6epsV74l9KKGfLtJUbGJJkUGAEDJQGIWAJBrVxKS9f6Sg3ZlNcqX0piONUyKCAAA5EWXuhU064HW8vFwsSvfd/qKBn29URGX402KDACA4o/ELAAg1z5ddkRRsUl2Za/0qy93F+dM9gAAAIVVi6CymvNQO5X3drcrPx51VQO/2qBj52NNigwAgOKNxCwAIFcOn43R9A2hdmU96/mrW7C/OQEBAICbVq+yj+aPa6fAMvZTEp2OTtDArzdqb0S0SZEBAFB8OSQx+9577ykyMtIRXQEACpBhGHpz0X6lWv+34pebi5Ne7lvfxKgAAEB+qF6+lOaPa686/t525RevJunebzdp0/ELJkUGAEDx5JDE7IsvvqigoCD169dPv/76q1JSUhzRLQAgn604eE5rj0TZlY3tVFNB5UqZFBEAAMhPlXw9NPehdmpS1c+uPDYxRSOnbtHyA2fNCQwAgGLIYVMZpKSk6K+//tKAAQNUpUoVPfvss9q3b5+jugcA3KSkFKve/vOAXVklHw890q2WSREBAICCUKaUm358oI061C5nV56YYtXYmdv0644IkyIDAKB4cUhids+ePXryySdVvnx5GYah8+fPa9KkSWrcuLHatm2r7777TjExMY4IBQCQRzM3ndTxqKt2Zc/3CZaXm0smewAAgKLK291FU0e1Uu8GFe3KU62GnpyzUzM2hpoTGAAAxYhDErMNGjTQxx9/rIiICC1cuFD9+vWTs7OzDMPQv//+q3Hjxqly5coaOXKkVq9e7YiQAAC5cPFqkj5ddtiurElVP93ZpIpJEQEAgILm7uKsL4Y21z0tAtNte+W3ffps+REZhpHBngAAICccNpWBJLm4uOiuu+7Sb7/9pvDwcH3wwQeqV6+eDMNQXFycZs2ape7du6t27dp65513FBHBLTIAUBhM+uewriTYzw/+St/6cnKymBQRAABwBBdnJ30woLHGdKyRbtvH/xzWm4sOyGolOQsAQF44NDGblr+/v5599lnt3btXmzZt0tixY+Xj4yPDMHT8+HG9/PLLql69um677TYtWLBAycnJZoUKACXaoTMx+nHzSbuyO5oEqEVQGZMiAgAAjuTkZNF/b6+nZ3vVTbdt6voTmrBgt1JSrSZEBgBA0WZaYjat1q1b6+uvv1ZkZKRmzJihSpUqyTAMpaam6u+//9agQYNUpUoVvfDCC4qMjDQ7XAAoMQzD0Ft/7lfagTAerk56oU+IeUEBAACHs1gseqx7Hb15ZwNZbrhhZv62cD3y43YlJKeaExwAAEVUoUjMSlJoaKjef/99vfLKKzp79qws//9ubxiGDMNQVFSUPvzwQ9WuXVsff/yxydECQMmw8tA5rT0SZVc2tnMtBfh5mhQRAAAw0/B21fXJ4KZyuWE6o6X7z+r+6f8qNjElkz0BAMCNTE3MxsfHa9asWerRo4dq166tN954Q6GhoTIMQyEhIfroo4909uxZLVu2TEOGDJGLi4vi4+P13HPPadasWWaGDgDFXlKKVW8tOmBXVtHHXeO61DQpIgAAUBjc2bSKvh3RQu4u9h8nNxy7oGHfbdKlq0kmRQYAQNFiSmJ248aNGjt2rCpXrqyRI0dq1apVslqt8vT01KhRo7Ru3Trt27dPTz/9tCpUqKDu3bvrxx9/1KFDh9SsWTMZhqFJkyaZEToAlBgzN53U8airdmXP3xoiLzcXkyICAACFRfeQippxf2uVdrf/u2BXeLQGfbNRZ6ITTIoMAICiw2GJ2cjISL3//vsKCQlRx44d9f333+vKlSsyDEPNmzfXV199pcjISE2dOlXt27fPsI3q1avrvffekyQdPnzYUaEDQIlz8WqSPl1mf51tUtVPdzWtYlJEAACgsGlTs5xmj22rcqXc7MqPnIvVgK82KPSGL3gBAIA9hwx7uv3227V06VJZrVYZxrUVZPz8/DR06FA9+OCDatKkSY7bqlGjhiQpLi6uQGIFAEifLT+iKwn2c8S90re+nG6YTw4AAJRsDav4au64dho+ZbNOpxklG3E5Xvd8vVGzHmitkEo+JkYIAEDh5ZARs4sXL1ZqaqoMw1Dnzp01Y8YMnT59Wp9//nmukrKS5OXlpc6dO6tz584FFC0AlGwnoq5q1qaTdmX9mgSoRVAZkyICAACFWa0K3pr/cHvVrFDKrjwqNlGDv9mknWGXzQkMAIBCziGJWX9/fz333HM6dOiQVq1apfvuu08eHh55aisgIECrVq3SypUr8zlKAIAkfbDkoFKshu25m4uTJvQONjEiAABQ2AX4eWreQ+3UsIr96Njo+GQN+26TNh67YFJkAAAUXg5JzIaHh+v9999XnTp1HNEdACCPtoZe1OK9Z+zKRrevrqplvUyKCAAAFBXlvN01+8G2al29rF351aRUjZq2RSsPnjMpMgAACieHJGZdXFjBGwAKO8Mw9PZfB+zK/Lxc9Ui32iZFBAAAiprSHq764f7W6lK3gl15YopVD87YqkW7T5sUGQAAhY9DErOpqalas2aN1qxZo+jo6GzrX7582VYfAOAYf+05ox2nLtuVPdG9jnw9Xc0JCAAAFEmebs76bkRL9WlYya48xWroidk7NPffMJMiAwCgcHFIYnbZsmXq2rWrBgwYIDc3t2zru7m5acCAAerWrRtzyQKAAySlWPX+koN2ZUHlvHRf2yCTIgIAAEWZm4uTJg9ppntaBNqVWw1pwoLd+n7dCZMiAwCg8HBIYnbu3LmSpIEDB8rT0zPb+l5eXho8eLAMw9CcOXMKOjwAKPFmbjqpUxfj7MqevzVEbi4OeZsAAADFkIuzkz4Y0Fij2ldPt+3NRfv12fIjMgwj/Y4AAJQQDvnEvW3bNlksFnXv3j3H+3Tr1k2StGXLloIKCwAgKTouWZ8tP2JX1ryaX7rbDwEAAHLLycmiV/vV12MZzFn/8T+H9e7igyRnAQAllkMSs+Hh4ZKkGjVq5Hif6tWrS5IiIiIKIiQAwP/7YtVRRccn25W9dHt9WSwWkyICAADFicVi0bO9g/X8rSHptn275rhe/GWvUq0kZwEAJY9DErNxcdduj83NN6HX6165cqVAYgIASGEX4zR9fahd2W2NKqlFUBlzAgIAAMXWw11r6c07G6Qrn73llJ6as1PJqVYTogIAwDwOScxWqFBBknTw4MFsav7P9brlypUrkJi2b9+ud955R3369FHVqlXl7u4ub29v1a1bV6NGjdLatWvzpZ+UlBTt2LFD33zzjR544AE1btxYLi4uslgsslgsCg0NzZd+ACAvPvz7kJLSfAhydbZoQu/0o1kAAADyw/B21fXxoCZydrK/M+f3Xaf18KxtSkhONSkyAAAcz8URnbRq1UphYWGaMWOG7rvvvhztM336dFksFjVv3jzf4+nSpYvWrFmTrjwpKUlHjhzRkSNH9MMPP2j48OGaMmWK3Nzc8tzX22+/rddee+0mogWAgrEnPFq/7zptV3Zf2yBVL1/KpIgAAEBJcHfzQHm5ueiJ2TvsviBeduCc7p/+r74b0VKl3B3yURUAAFM5ZMTsPffcI0lavny5Jk6cmG39iRMnasWKFZKkgQMH5ns81+etDQgI0Pjx4zV//nxt2bJFGzdu1Mcff6wqVapIkmbOnKlRo0bdVF9pp2/w8PBQ27ZtVatWrZtqEwDyw/tL7O9iKO3hoie61zEpGgAAUJLc2rCSpoxsKQ9X+4+kG45d0H3fb1Z0XHImewIAUHw4JDE7ePBgNWnSRIZhaMKECRowYIDWrl2r5OT/vdmmpKRo7dq1uvvuuzVhwgRZLBY1bNgwxyNscyMkJERz5szRqVOn9Mknn2jAgAFq1aqV2rZtq6eeeko7d+5U3bp1JUmzZ8++qWkN2rVrp6+//lrbtm1TTEyMNm7cqI4dO+bXoQBAnqw7EqV1R6Psyh7pWltlSuX9DgEAAIDc6Fy3gmaOaaPSN4yO3XHqsu79bpOiYhNNigwAAMdwyP0hFotFv/zyizp06KDIyEj9+uuv+vXXX+Xq6qqyZcvKYrHowoULtkStYRgKCAjQb7/9ViCrgi9atCjL7eXLl9fEiRPVr18/SdL8+fPVqVOnPPXVu3fvPO0HAAXFajXSjZat6OOuUe2rmxMQAAAosVpVL6vZY9tqxNQtung1yVZ+IPKKBn29UbMeaKMAP08TIwQAoOA4ZMSsJFWvXl07duzQnXfeKela8jUpKUlnzpxRZGSkkpKSbLf933333dq+fbuqV6/uqPDS6dq1q+3xsWPHTIsDAPLbX3sjtSci2q7syZ515enmbFJEAACgJGtYxVdzH2qrij7uduXHo65q4NcbFRp11aTIAAAoWA6dUd3f31+//PKLDh06pL/++ks7duxQVNS1W2nLly+v5s2b6/bbb1edOubPcZiU9L9va52cHJa/BoAClZxq1Ud/H7Irq1mhlAa2CDQpIgAAAKm2f2nNH9deQ6dsUtjFeFt5xOV4Dfxmo2aNaaPgSqVNjBAAgPxnylKXwcHBCg4ONqPrHFu9erXtcUhIiImRAED+mfNvmEIvxNmVPdcrWC7OfAEFAADMVbWsl+Y91F73fb9ZR8/F2srPxyRq8Lcb9cPo1mpS1c+8AAEAyGemJGYLO6vVqvfee8/2fNCgQSZGk73w8PAst0dGRjooEgCFWVxSij5dfsSurElVP93asJJJEQEAANir5OuhuQ+104ipm7U34oqt/HJcsoZ+t0nfj2qltjXLmRghAAD5h8RsBiZNmqQtW7ZIkvr376+WLVuaHFHWqlatanYIAIqAaetDdT7GfnXj528NLpBFFgEAAPKqbCk3/fRgW42Z/q/+Db1kK7+alKqRU7fo6/taqFuIv4kRAgCQPxyemLVardq/f7+OHz+umJgYpaamZrvPiBEjHBDZNatXr9YLL7wg6dqcuF999ZXD+gaAgnLpapK+XmW/kGHnuhXUvlZ5kyICAADInI+Hq2bc30ZjZ27V2iNRtvLEFKsenLFVn97bTLc3rmxihAAA3DyHJWbj4+P11ltv6bvvvtOFCxdyvJ/FYnFYYnbfvn3q37+/UlJS5O7urrlz56pixYoO6ftmhIWFZbk9MjJSrVu3dlA0AAqjL1cdVUxiil3ZhN6Fe65vAABQsnm6OWvKyJYaP3unluw7YytPsRp6fPZ2JSQ30QAWMAUAFGEOSczGx8ere/fu2rJliwzDcESXuXbixAn16tVLly5dkrOzs2bPnq0uXbqYHVaOBAbyxwiAzEVcjtcPG0/ald3RJEANq/iaFBEAAEDOuLs46/OhzTRhwW4t3B5hK7ca0jPzdik+OVX3tQ0yMUIAAPLOIYnZSZMmafPmzZKkhg0b6rHHHlOLFi1UtmxZOTmZvxL46dOn1bNnT50+fVoWi0VTp05V//79zQ4LAPLFJ/8cVlKK1fbcxcmiZ3rVNTEiAACAnHNxdtJH9zRRKTcXzdxk/2Xzf3/dq4TkVD3QqaZJ0QEAkHcOSczOmTNHktS+fXutWLFCbm5ujug2R6KionTLLbfo+PHjkqTJkyc7dE5bAChIR8/FasH2cLuyoW2qKahcKZMiAgAAyD0nJ4veuLOBvNyc9c2a43bb3vrzgOKSUvV499osagoAKFIcMlz12LFjslgsmjBhQqFKykZHR6t3797av3+/JOm9997To48+anJUAJB/Ji07LGuaGWQ8XZ31ePc65gUEAACQRxaLRS/0CdGTPdP/LfPxP4f1/pJDhXbqPAAAMuKQxOz1ZGy1atUc0V2OxMXF6fbbb9f27dslSS+99JKef/55k6MCgPyz73S0/twdaVd2f8fqqlDa3aSIAAAAbo7FYtGTPevqxdtC0m37evUxvf7HflmtJGcBAEWDQxKzISHX3jTPnDmTTU3HSEpKUv/+/bV+/XpJ0vjx4/XWW2/lup3p06fLYrHIYrHotddey+coAeDmfLz0sN3z0h4uGtuplknRAAAA5J+xnWvpzTsbpCufviFU/1m4R6kkZwEARYBD5pgdNWqUNm3apHnz5unWW291RJdZGjJkiJYuXSpJ6t69u8aMGaO9e/dmWt/NzU116+ZtoZzY2FjNnz/fruzo0aO2x/Pnz1f58uVtz5s2baqmTZvmqS8AuG77qUtafvCcXdnYTjXl6+VqUkQAAAD5a3i76vJwddbzC3bbTd00Z2uY4pNTNXFQE7k6m7/YNAAAmXFIYvbBBx/UnDlzNGPGDPXs2VNDhgxxRLeZWrhwoe3xihUr1Lhx4yzrBwUFKTQ0NE99RUVFafTo0Zluf+655+yev/rqqyRmAdy0iUsP2T0vW8pNozvWMCkaAACAgjGwZVV5uDrrqTk7lZImO/v7rtNKSE7V5KHN5O7ibGKEAABkziGJ2bCwME2ePFljx47Vfffdp19++UVDhw5VSEiIvLy8st2/MM1NCwCF3YZjUVp/9IJd2SNda8nb3SGXfAAAAIfq1yRAHq7OevTH7UpKtdrKl+4/q7Eztunr+1rI043kLACg8LEYDli20snJSRaLRZJkGIbtcU5YLBalpKQUVGglQnh4uKpWrSrpWpI8MDDQ5IgAFBTDMDTgqw3afuqyrayij7tWP9dNHq58IAEAAMXX2iPn9eCMrUpIttqVt6lRVt+PasWX1ACAm1IQ+TWHTbhjGIau54CvP87pPwBAzqw8dM4uKStJj3evQ1IWAAAUe53qVNAPo1ur1A2jYzefuKjh329WdHyySZEBAJAxh3xlOG3aNEd0AwAlmtVqaOLSw3ZlVct6alDLqiZFBAAA4FhtapbTjw+21YjvN+tKwv/uvNxx6rKGfLtJM8e0VjlvdxMjBADgfxySmB05cqQjugGAEm3JvjPad/qKXdmTPerKzYXViAEAQMnRtKqffh7bTsO/36wLV5Ns5fsjr+jebzfpxwfayN/Hw8QIAQC4hk/rAFAMpFoNffyP/WjZWhVK6a5mVUyKCAAAwDz1A3w056G2quhjPzr2yLlYDfpmoyIux5sUGQAA/0NiFgCKgV93ROjouVi7sqdvCZazU84XWwQAAChOavuX1tyH2qmKn6ddeeiFOA36eqNCo66aFBkAANc4PDFrtVq1YsUKvf3223r88cc1ZswYRUZG2tVJSkpSXFycEhMTHR0eABQ5KalWfbbiiF1Z/co+6tOwkkkRAQAAFA5B5Upp3rh2qlG+lF15xOV4Dfpmo46cjTEpMgAAHJyY/fPPP1WnTh3dcssteuWVV/Tll19q+vTpunTpkl2977//XqVLl5a/v7+uXuVbTADIysIdETp5Ic6u7NnedeXEaFkAAAAF+HlqzkNtVbeit135uZhEDf52k/ZGRJsUGQCgpHNYYnbKlCm64447dOLECRmGoXLlyskwjAzrjhkzRn5+foqNjdUvv/ziqBABoMhJTrVq8g2jZZtW9VO3YH+TIgIAACh8/Et76Oex7dSwio9d+cWrSRr63SZtP3Upkz0BACg4DknMHj16VI8++qgkqXv37tq/f7/OnTuXaX03NzcNGDBAhmFo6dKljggRAIqkhdvDFXbRfvGKJ3vWkcXCaFkAAIC0ypZy048PtFXzan525VcSUjR8ymZtOn7BnMAAACWWQxKzn3zyiZKTk9WgQQP99ddfCgkJyXafTp06SZJ27txZwNEBQNGUlGLV5BVH7cqaVfNTl7oVTIoIAACgcPP1dNXMMW3UrmY5u/KrSakaOXWLVh8+b1JkAICSyCGJ2eXLl8tisejJJ5+Um5tbjvapVauWJOnUqVMFGRoAFFkLtocr/NKNo2XrMloWAAAgC6XcXTRtdCt1C7b/MjsxxaoHf9iqv/edMSkyAEBJ45DEbFhYmCSpadOmOd6nVKlrq2bGxcVlUxMASp6kFKs+v2G0bPNqfupcp7xJEQEAABQdHq7O+mZ4S93aoJJdeVKqVY/8uF2/7YwwKTIAQEnikMTs9dFbmS32lZHz56/dQuLj45NNTQAoeeZtC1PEZfvRsk/dwmhZAACAnHJzcdLnQ5vprqYBduWpVkNPztmpuVvDTIoMAFBSOCQxGxBw7Y3u8OHDOd5n9erVkqTq1asXREgAUGQlpqTqixtGy7YMKqOOtRktCwAAkBsuzk6aOKiphrSualduGNKE+bs1c9NJkyIDAJQEDknMdu7cWYZh6KeffspR/aioKH3zzTeyWCzq3r17AUcHAEXLvK3hOh2dYFfGaFkAAIC8cXay6J3+jTS6Q/V0217+da+mrD3u+KAAACWCQxKzY8eOlST99ddfmjZtWpZ1w8PDddtttykqKkrOzs62fQEA/z9adqX9aNnW1cuqfa1ymewBAACA7FgsFr3St74e6Vor3ba3/jygL1cdzWAvAABujkMSs61atdK4ceNkGIYeeOABDRw4UHPnzrVt3717t+bMmaMxY8YoODhY27Ztk8Vi0TPPPKPatWs7IkQAKBLm/humyBtGyz55Sx1GywIAANwki8Wi53oH6+lb6qbb9sGSQ5r0z+FcrZsCAEB2LIaD3llSU1N1//33a+bMmVkmEK6HM2rUKH3//fckG/JBeHi4qla9NmdSWFiYAgMDTY4IQF4kJKeq64erdObK/xKzbWqU1ZyH2pkYFQAAQPHz9epjem/xwXTl47rU0vO3BvM5FQBKoILIrzlkxKwkOTs764cfftC8efPUrFkzGYaR4b/69evrp59+0tSpU3mzA4A05m4Ns0vKStKTPdOP6AAAAMDNGdelll7tVz9d+derj+mNRfsZOQsAyBcuju5wwIABGjBggE6fPq2tW7fq3LlzSk1NVbly5dSsWTPVqpV+Th8AKOkSU1L11apjdmVta5ZVO+aWBQAAKBCjO9SQm4uTXvplr135tPWhSkqx6s07G8rJicFEAIC8c3hi9rqAgADdcccdZnUPAEXKgm0R6eeWZbQsAABAgRrWJkhuzk56fsFuWdMMkv1x8yklplj1/oDGciY5CwDII4dNZQAAyJvkVGu6lYBbVy+rtjUZLQsAAFDQBrasqkmDm6ZLwM7fFq6n5uxUSqrVpMgAAEUdiVkAKOR+3RGh8EvxdmWP96htUjQAAAAlz51Nq+iLoc3k6myfnP1912k9PnuHklJIzgIAci9fpzKYMWOG7fGIESMyLM+LtG0BQEmSkmrVlzfMLdusmp861i5vUkQAAAAl060NK+vr+5z08KztSkozSnbx3jNKmrVNXwxrLg9XZxMjBAAUNRYjH5eTdHJyksVikcViUUpKSrryPAV4Q1vIvfDwcFWtWlWSFBYWpsDAQJMjApBTv+6I0JNzdtqVTRvVSt1C/M0JCAAAoIRbc/i8xs7cqoRk+1GyneqU17fDW8rTjeQsABRHBZFfy/epDAzDUEa53uvlefkHACWR1Wro85X2c8s2quKrrsEVTIoIAAAAnetW0LRRreV1QwJ27ZEojZ6+RVcTGVgEAMiZfJ3K4MSJE7kqBwBkbvHeMzp6Ltau7LHutfN8BwIAAADyR7ta5TRzTGuNmvqvYtIkYjcdv6gRU7do2uhW8vFwNTFCAEBRkK+J2aCgoFyVAwAyZrUamrziiF1ZSKXSuqVeRZMiAgAAQFotgspq1gNtNPz7zbqS8L/k7LaTl3TflM2acX9r+Xm5mRghAKCwy/epDAAAN++fA2d18EyMXdnj3evIyYnRsgAAAIVFk6p+mj22rcqWsk/A7g6P1tDvNutCbKJJkQEAigISswBQyBhG+tGytf291adhJZMiAgAAQGYaBPjq57FtVd7b3a58f+QVDfluk87FJJgUGQCgsHNIYjYmJkZvvPGG3njjDZ05cybb+pGRkbb68fHxDogQAAqPVYfOa2/EFbuyx7rVZrQsAABAIVW3YmnNfaitKvl42JUfPhure7/ZpMhoPtcCANJzSGL2119/1WuvvaYff/xRlSplP+KrUqVK+vHHH/X666/rjz/+cECEAFA4GIahT5fbj5atXs5LfRtXNikiAAAA5MT/sXff0VHV+RvHnzvphJAAgVASCL1LDSQUwYKKigULTXrRVde+bHEVyxa76xYLvUhVURSsIB1CrwLSSSEQAgRCQvr9/cGPkZsQSpiZm/J+nZNzZj5zy2O5AR5uvrd+tYqa+2iMaocEWOYHUtL18CdrFH8yw6ZkAICSyiPF7Lx582QYhh5++OGr2t4wDPXr10+maeqzzz5zczoAKDlW7z+hLfGpltnjNzWUtxcrzwAAAJR0dapW0NzHYlS3agXLPP7kOfUbF6tDKek2JQMAlEQe+ZP+7t27JUmdO3e+6n1iYmIkSTt37nRLJgAoiT5cus/yPrxygO5vW9umNAAAALhWtUMCNPfRGDWoFmiZJ6ae08OfrNG+5LM2JQMAlDQeKWYTEhIkSTVrXv2P4l5Y8iAxMdEtmQCgpNkSn6pV+05YZo91byAf7pYFAAAoVcIq+Wv26Bg1CQuyzJPTstRv3BrtPnqmiD0BAOWJR/6073CcP01GxtWvqXNh29zcXLdkAoCS5sMl1rtlqwX56cH24TalAQAAwPWoFuSnWaOj1aJWJcs85Wy2+o2L1Y7E0zYlAwCUFB4pZi/cKbthw4ar3ufCtlfzsDAAKO32HkvTjzuPWWYjutaTv4+XTYkAAABwvaoE+mrmqGi1iQixzFMzctR/fKw2x52yJxgAoETwSDHbrVs3maapDz/8UDk5OVfcPicnRx9++KEMw1DXrl09kBAA7PXRsv2W95X8vTWwUx2b0gAAAMBVggN8NH1ER0VFVrbM0zJz9ciEtVp38KRNyQAAdvNIMTts2DBJ0t69ezVgwIDLLmmQkZGh/v37a8+ePZZ9AaCsij+ZoflbjlhmQzpHKsjfx6ZEAAAAcKUgfx9NHd5RnRtUtczTs/M0ZNI6rd6XYlMyAICdPFLMdu7cWf369ZNpmpo3b56aNm2q119/XcuWLdOePXu0d+9eLVu2TK+//rqaNWumL7/8UoZh6MEHH1T37t09EREAbDN+xQHl5ZvO9/4+Dg3tHGlfIAAAALhcBV9vTRoape6Nq1nm53LyNGzKei3fc9ymZAAAuximaZpX3uz6ZWZm6p577tGiRYtkGEaR212I07NnT82fP1/+/v6eiFemJSQkKCIiQpIUHx+v8HAeJgSUFMfTstT1zZ+VlZvvnA3tHKlX7mlhYyoAAAC4S1Zunp6YsVmLdlmfL+Dr5dAng9rrpqbVbUoGALgcd/RrHrljVpL8/f31ww8/6P3331etWrVkmuYlvyIiIvTvf/9b33//PaUsgDJv8qqDllLW22Fo9I31bUwEAAAAd/Lz9tJHj7TTXa1qWubZefkaPX2DfvzlqE3JAACe5u3JkxmGoaefflpPPfWUtmzZos2bNysl5fxaOqGhoWrXrp1at2592TtqAaCsOJOZo+lrDltm97etrVohATYlAgAAgCf4eDn0Qb828vYyLM8ayMkz9fiMTfpP/7bqVaC4BQCUPR4tZi8wDENt27ZV27Zt7Tg9AJQI09ccVlpWrvO9YUiP9WhgYyIAAAB4ireXQ+893EZeDkPzNiU657n5pp6ctVn/yjfVu3UtGxMCANzNY0sZAAB+k5mTp8mrDlpmd7SooQbVKtqUCAAAAJ7m5TD09oOt1bdDhGWel2/q6dmb9eXmBJuSAQA8gWIWAGwwd0O8Us5mW2aP92hoUxoAAADYxcth6J99WmlgpzqWeb4pPTd3qz7bEG9TMgCAu7l0KYNp06Y5Xw8ePPiS8+K4+FgAUNrl5OXrk2UHLLNujULVKjzYpkQAAACwk8Nh6G/3tZSPl0NTVh9yzk1T+sPn25STZ2pAgeIWAFD6GaZpmq46mMPhkGEYMgxDubm5hebFCljgWLh2CQkJiog4/6Mx8fHxCg8PtzkRUL59sTFBz3+21TKbNSpaMQ2q2pQIAAAAJYFpmvr7wl2asPJgoc9eu7eFBsdEej4UAECSe/o1lz/8q6ie14X9LwCUWvn5pj5att8ya1snRNH1q9iUCAAAACWFYRh68a5m8vF26KOl1t8zvjz/F+XkmRrRtZ5N6QAArubSYvbgwcJ/q3e5OQCUNz/tOqZ9yWctsyd6NCz2TxUAAACgbDEMQ2NubyIfh6F//7zP8tnrC3YqNy9fj3ZvYFM6AIArubSYrVu37jXNAaA8MU1THxa486FJWJBublrdpkQAAAAoiQzD0HO3NZG3l0Pv/bTH8tk/v9ut3HxTT9zEg2MBoLRzuPJg7dq1U/v27QvdIRsXF6e4uDjl5eW58nQAUKqsOXBCW+NTLbPf9Wggh4O7ZQEAAFDYU7c00h/vaFpo/vYPv+r9n/awZCAAlHIuvWN2y5YtMgxD586ds8wjIyPlcDi0bds2NW/e3JWnBIBS45NlByzvI6oE6O4batqUBgAAAKXB73o0kI+Xob8t3GWZf7B4r3Lz8/XCbU1YFgsASimX3jF74ReD/Pz8Qp/xN3kAyrPdR89o2Z7jltnobvXl7eXSb8MAAAAog0Z2q69X72lRaP6/Jfv1xne7+fM2AJRSLm0EgoODJUnx8fGuPCwAlHrjllvvlq0S6KsH20fYlAYAAAClzZDOkfr7/S0LzT9ZfkCvLdhJOQsApZBLi9lWrVpJkv72t79p9+7dhdaULUk/XrFp0yb94x//UK9evRQRESE/Pz9VrFhRjRs31tChQ7VixQqXn3P27Nm6/fbbVbNmTfn7+ysyMlKDBg1SbGysy88FoORIOn1OX285YpkNiq6rAF8vmxIBAACgNBrYqa7eeuAGFfyj9eRVh/Ty/F+Un085CwCliWG68K/Vpk+friFDhhQqYC+cojjFrGEYys3NdUm+C7p3767ly5dfcbtBgwZpwoQJ8vX1va7zZWZm6qGHHtKCBQsu+bnD4dArr7yil1566brOU5SEhARFRJy/My8+Pl7h4eFuOQ+AS/vHt7ssd8z6eTu0+k83q2pFPxtTAQAAoLT6YmOC/vD5VhXsYft3jNDf72vFw2UBwA3c0a+59I7ZQYMG6YUXXpDD4ZBpms6vCy6eXcuXqyUmJkqSatWqpaefflqff/651q1bpzVr1ui9995T7dq1JZ0vmocOHXrd5xsxYoSzlL3pppv01Vdfad26dZo4caIaNGig/Px8vfzyy5owYcJ1nwtAyXImM0cz18ZZZg91CKeUBQAAQLE90D5c7/dtI68CBeysdfEa88U25XHnLACUCi69Y/aChIQELVmyRImJicrKytKrr74qwzD02GOPqXr16td8vLFjx7o03913363BgwfrgQcekJdX4R8lTklJUZcuXbRnzx5J0vLly9WtW7dinWvZsmXq0aOHJKl379768ssvLedMSUlR+/btFRcXp8qVK+vAgQMKCQkp1rmKwh2zgH0+Xnb+gQwXGIa05PkeigwNtDEVAAAAyoKF25L09OzNyi1QxN7Xppbeeag1D5oFABdyR7/mlmK2IIfDIcMwtH37djVv3tzdp3OJBQsWqHfv3pKkp556Sh988EGxjnPXXXfp22+/lZeXlw4dOnTJ/2izZ89W//79JUnvvPOOnn/++eIHvwSKWcAe2bn56vbWzzp2Jss5u7NVDX04sL2NqQAAAFCW/PDLUT05c5Ny8qx/tL/7hpp6v28b+VDOAoBLlPilDM6cOaMzZ84UmtepU0d169a97rVaPenCXa6StH///mId4+zZs1q8eLEkqWfPnkX+B+vTp48qVaokSZo3b16xzgWg5Jm/JdFSykrS6Bsb2JQGAAAAZdHtLWro40fay7dAAbtgW5KemrVZ2bn5NiUDAFyJS4vZkJAQValSRTt37rTMX331Vb3yyivFWsbALtnZ2c7XDkfx/jWtW7dOWVnnS5nu3bsXuZ2vr6+io6Od++Tk5BTrfABKDtM0NX7FAcusY70qahMRYk8gAAAAlFm3NAvTuMHt5ett/bPrdzuO6vEZm5SVm2dTMgDA5bj8ZxoutTLCsGHDNHz4cCUkJLj6dG6zbNky5+umTZsW6xi7du266mNc+Dw3N1d79+4t1vkAlBxLfz2uPcfOWmaP3ljfpjQAAAAo63o0qa5JQ6Lk72P9Y/6iXcf02PSNysyhnAWAksalxeyFh1pdfLfpBR5YytZl8vPz9cYbbzjfP/zww8U6Tnx8vPP1ldaduLBGRcH9rkZCQsJlv5KSkq4tOIDr9sly6xIoDatX1E1NSs9PDQAAAKD06dooVFOGdVQFX+tDrpf8elyjpm3QuWzKWQAoSbxdebDQ0FAlJydr586datOmjSsP7VHvv/++1q1bJ0m6//771aFDh2IdJy0tzfm6YsWKl902MPC3J7SfPXv2MlsWdnGpC8B+W+NTFXvgpGU2ult9ORyGTYkAAABQXkTXr6qpwztq6KR1Sr+oiF2xN0XDp6zXxKEdVMHXpVUAAKCYXPrdOCYmRl999ZX++Mc/6vTp02rcuLF8fHycn69fv14pKSnXfNwbb7zRlTEva9myZfrTn/4kSapevbo++uijYh8rMzPT+fpKDz7z8/Nzvj537lyxzwnAfuOWW9eWrR7kp3vb1rIpDQAAAMqbqMgqmj6yk4ZMXKe0rFznfM2BExo6ab0mDYtSRT/KWQCwm0u/Ez///PP65ptvdOTIET355JOWz0zT1PDhw6/5mIZhKDc398obusAvv/yi+++/X7m5ufLz89PcuXMVFhZW7OP5+/s7X19qeYeLXXhImCQFBARc03mutPRBUlKSOnbseE3HBFA8cScy9N0O6/Ihw7rUk5+3VxF7AAAAAK7Xrk5lzRjVSY9MWKszmb/9mXrdoZMaMmmdpgyLUpC/z2WOAABwN5euMdulSxfNmzdPDRo0kGmazq8LLp5dy5cnHDx4ULfddptOnTolLy8vzZo1S927d7+uYwYFBTlfX2l5gvT0dOfrKy17UFB4ePhlv2rWrHltwQEU24SVB5R/0betQF8vDehUx75AAAAAKLduCA/RzFHRqlzBWsBuPHxKj0xcp9PncmxKBgCQXHzHrCT17t1bvXv3Vnx8vBITE5WZmambb75ZhmFo4sSJqlevnqtPed2OHDmiW2+9VUeOHJFhGJo0aZLuv//+6z7uxQ/8SkhIuOxatRff9cqasUDpdDI9W3M3WO9g79+xjoIDuBMBAAAA9mhZO1gzR0XrkQlrdSL9t5/k3BqfqoETYvXpiE4KqXD5pfcAAO7htkVlIiIiChWMHTt2VPPmzd11ymJJSUlRz549deDA+TUh//Of/2jw4MEuOfbF/6y7d+++7LYXPvf29lbDhg1dcn4AnjV9zWFl5uQ733s7DA3vWvL+MgoAAADlS7OalTR7dLT6j1+rlLO/LaO3I/GM+o9fqxkjO6lKIOUsAHiaS5cyKMrgwYM1ePBgVa5c2ROnu2qnT5/W7bffrp07d0qS3njjDT3xxBMuO35UVJTzoV/Lli0rcrvs7GzFxsYW2gdA6ZGZk6epaw5ZZr1b11KtkGtbMxoAAABwh0ZhQZrzaLTCKvlZ5ruSzmjA+FiduKiwBQB4hkeK2SlTpmjy5Mklaq3TjIwM3XXXXdq0aZMk6cUXX9Qf//hHl54jKChIt9xyiyRp0aJFSkhIuOR28+bN05kzZyTJJUsoAPC8LzYl6GS69SF/o7rVtykNAAAAUFiDahU1Z3SMagX7W+a7j6ap//hYHU+jnAUAT/JIMVvSZGdn6/7779eqVaskSU8//bT+9re/XfNxpkyZIsMwZBiGXnnllUtu88ILL0iScnNz9cQTTygvL8/yeUpKirMQDgkJ0ciRI685BwB75eebmrjyoGXWrVGomteqZFMiAAAA4NIiQwM159EY1S7wk117jp1V//GxSk7LtCkZAJQ/Li9m+/TpowceeKDIu0MzMjK0fPlyLV++/LLH2b17t6pUqaKqVau6OqL69++vH3/8UZJ08803a8SIEdqxY0eRX3v27Cn2uW6++Wb169dPkvT111+rZ8+e+vrrr7VhwwZNnjxZ0dHRiouLk3R+KYWSttwDgCtbtue4DhxPt8y4WxYAAAAlVUSVCpo9Olrhla3l7L7ks+o3LlbHzlDOAoAnuPzhX1999ZUMw9Drr79+yc8PHjyoHj16yOFwKDc3t8jj5OXlKTU1VYZhuDqi5s2b53z9888/64Ybbrjs9nXr1tWhQ4eKfb5JkybpzJkz+vbbb7VkyRItWbLE8rnD4dBLL72kRx99tNjnAGCfCSsPWN43Dquobo1CbUoDAAAAXFlElQqa82iM+o+LVdzJDOf8wPF09RsXq1mjolWjwJIHAADXsm0pA9M07Tq1xwUEBGjhwoWaMWOGevbsqerVq8vX11cREREaMGCAVq5cWeRSCABKtp1HzmjVvhOW2ciu9d3yl0oAAACAK9UOCdCcR6MVWbWCZX4wJV19x63RkdRzNiUDgPLB5XfMlgauKoWHDh2qoUOHXvX2AwYM0IABA1xybgAlw6RV1rVlQyv66p42tWxKAwAAAFybmsEBmj06RgPGx+pAym/Lcx0+kXH+ztnR0YXWowUAuEa5fPgXALhC8plMzd+SaJk9El1X/j5eNiUCAAAArl2NYH/NHh2tBtUCLfO4kxnq+8kaxV+01AEAwHUoZgGgmKbHHlZO3m934Pt6O/RIdF0bEwEAAADFU72Sv2aNjlaj6hUt84RT59RvXCzlLAC4AcUsABRDZk6ePo09bJnd36a2Qiv62ZQIAAAAuD7Vg86Xs43DrOVsYuo59f1kjQ6fSC9iTwBAcVDMAkAxzNuUqFMZOZbZiG71bEoDAAAAuEZoRT/NGhWtpjWCLPMjpzPV95NYHUyhnAUAV6GYBYBrlJ9vauLKA5bZjY2rqXFYUBF7AAAAAKVH1Yp+mjkqWs1qVrLMj57JVL9xa7T/+FmbkgFA2UIxCwDXaNne49p/3HqnwMiu3C0LAACAsqNKoK9mjeqkFrWs5eyxM1nqNy5W+5IpZwHgenm768B//etfFRISUmiemprqfD18+PAi9794OwAoSSauOGh53zisoro1CrUpDQAAAOAeIRV8NXNktB6ZuFbbE08758fTzpezs0Z1UiN+agwAis1txez8+fOL/MwwDEnS1KlT3XV6AHCLXUlntHJfimU2oms95/c1AAAAoCwJruCjT0d20uCJa7U14bdyNuXs+XJ25qhoNalBOQsAxeGWpQxM03TJFwCUNJNWWu+WrRroq3vb1LYpDQAAAOB+wQE+mj6yk9rWCbHMT6Rnq//4WO1KOmNPMAAo5Vx+x+zBgwevvBEAlELJaZmav+WIZfZIdF35+3jZlAgAAADwjEr+Ppo2vKOGTl6vjYdPOecn07M1YHysPh3ZSS1qBduYEABKH5cXs3Xr1nX1IQGgRPh0zWFl5+U73/t6O/RINN/zAAAAUD4E+fto6vCOGjZ5ndYf+q2cPZWRowHj12rGyE5qWZtyFgCulluWMgCAsiYzJ0+fro2zzO5vU1vVgvxsSgQAAAB4XkU/b00Z1lEd61WxzE+fy9GA8bHalpBqTzAAKIUoZgHgKny5OVEn07Mts+Fd69mUBgAAALBPoJ+3pgyLUkz9qpb5mcxcDZywVlviU+0JBgClDMUsAFxBfr6piQUe+tWtUShPnwUAAEC5VcHXW5OGRqlLQ2s5m5aZq0ET1mpT3Kki9gQAXEAxCwBXsHzvce1LPmuZjexW36Y0AAAAQMkQ4OuliUOi1K1RqGWelpWrwRPXaePhkzYlA4DSgWIWAK5g0qpDlveNqlfUjQV+8wkAAACUR/4+Xho/uIO6N65mmZ/9/3J2/SHKWQAoCsUsAFzGvuSzWr7nuGU2vGs9GYZhUyIAAACgZPH38dIng9rrpibWcjY9O09DJq1T7IETNiUDgJKNYhYALmPq6kOW9yEVfHRfm9r2hAEAAABKKH8fL308qL1ubVbdMs/IztOwyeu1en+KTckAoOSimAWAIpw+l6MvNiVYZv071lGAr5dNiQAAAICSy8/bSx8ObK+ezcMs83M5eRo+Zb1W7aOcBYCLUcwCQBHmro9XRnae872Xw9Cg6Lo2JgIAAABKNl9vh/43oJ3uaFHDMs/MydfwKesLLRMGAOUZxSwAXEJevqmpaw5ZZne0qKFaIQH2BAIAAABKCV9vh/4zoK3ualXTMs/KzdfIaRu09Ndkm5IBQMlCMQsAl/DTzmNKOHXOMhvWJdKeMAAAAEAp4+Pl0Af92ujuG6zlbHZuvkZP26ifdx+zKRkAlBwUswBwCZNXHbS8b1U7WO3rVrYpDQAAAFD6eHs59K++bXRvm1qWeXZevh6dvlGLdlLOAijfvD1xkptvvvma9zEMQ/7+/goODlajRo0UHR2t22+/XQ4HXTIA9/rlyGmtPXjSMhvWJVKGYdiUCAAAACidvL0ceu/hNvIyDM3bnOic5+SZ+t2MjfrfgHa6rcB6tABQXnikmF26dKkMw5BpmoWKDdM0Jemq5mFhYXr33XfVv39/NycGUJ5NWXXI8j60op/uKvAjWAAAAACujpfD0NsPtZbDYejzjQnOeU6eqcdnbNJ/B7TVHS35/TaA8scjxeyNN94owzCUlJSkPXv2SDpfuNavX1/VqlWTJB0/flwHDhxwlreNGzdWWFiYzpw5oz179ujcuXM6evSoHnnkEcXHx2vMmDGeiA6gnDlxNkvztx6xzB6JriM/by+bEgEAAACln5fD0FsP3CCHIc3d8Fs5m5tv6omZm/XvfuJmCADljkfWBVi6dKn+8pe/6Pjx46pSpYo++OADpaSkaO/evVq9erVWr16tvXv3KiUlRf/6179UuXJlHT9+XH/+85+1efNmnT59WnPmzFF4eLhM09SLL76onTt3eiI6gHJm1ro4ZefmO9/7ejk0sFNdGxMBAAAAZYPDYeiNPjeof8cIyzwv39RTszfrmwI3SABAWeeRYnb//v168MEHZRiG1qxZo9///veqXLnwQ3QqV66sp556SmvWrJFhGHr44Ye1Z88eeXt766GHHtLy5csVEhKi/Px8ffjhh56IDqAcycnL1/TYw5bZ3a1rqlqQn02JAAAAgLLF4TD09/ta6ZHoOpZ5Xr6pp2dv1vwtiUXsCQBlj0eK2XfeeUdpaWn605/+pEaNGl1x+0aNGmnMmDE6e/as3nnnHec8MjJSjz76qEzT1JIlS9wZGUA59O32JB07k2WZDe9Sz6Y0AAAAQNnkcBh6/d6WGhxj/cm0fFN6ds4WzduUUMSeAFC2eKSY/fHHH2UYhrp163bV+3Tv3l2StGjRIsv85ptvliQlJvK3aABca3KBh35FRVZWy9rB9oQBAAAAyjDDMPTqPS00tHOkZZ5vSs9/tlWfbYi3JxgAeJBHitkjR4q/TszRo0ct76tXry5JysrKutTmAFAsm+NOaUt8qmU2jLtlAQAAALcxDENjezfXiK7W33ebpjTmi22au55yFkDZ5pFiNjj4/B1nK1asuOp9li9fbtn3gvT0dElS1apVXZQOAArfLVsr2F+3NQ+zJwwAAABQThiGob/e1UyP3ljfMr9Qzs5eF2dTMgBwP48Us126dJFpmnrjjTe0f//+K26/b98+vfHGGzIMQ507d7Z89ssvv0iSwsIoTAC4xtHTmfp2e5JlNigmUt5eHvkWCQAAAJRrhmHoT72a6nc9GhT67E/ztmsW5SyAMsojrcMzzzwjwzB06tQpRUdH63//+59Onz5daLvU1FT997//VUxMjE6dOiXDMPTcc89ZtlmwYMElC1sAKK5PYw8rN990vvf3cah/xwgbEwEAAADli2EYGnN7Ez1xU+Fy9s/ztmvmWspZAGWPtydO0q1bN7322mt66aWXdPLkST311FN65plnVK9ePeeascnJyTp48KDy8/NlmucLktdff11dunRxHmf//v1auHChTNNUr169PBEdQBmXmZOnmQX+Bv7+tuEKqeBrUyIAAACgfDIMQy/c1kQOw9B/ft5n+ewvX25Xvmnqkei6NqUDANfzSDErSS+++KLq16+vZ599VsnJycrLy9O+ffucSxtcKGOl8w/4+te//qV+/fpZjtGgQQPl5uZ6KjKAcuDrrUd0Mj3bMhvWJdKeMAAAAEA5ZxiGnuvZWIZh6N+L91o+++tXO2SapgbFRNoTDgBczGPFrCT1799fDzzwgL788kstXrxYO3bs0KlTpyRJlStXVosWLXTLLbfo/vvvl5+fnyejASiHTNPUtDWHLLOuDUPVOCzInkAAAAAAfitnJX1QoJx9af4vMiUNppwFUAZ4tJiVJF9fX/Xt21d9+/b19KkBwGJzfKp2JJ6xzIZ2jrQnDAAAAACLZ3s2lmFI/1pkLWdfnv+LTFMawu/dAZRyPHIcQLk1bfUhy/vaIQG6qWl1e8IAAAAAKOSZWxvruZ6NC83Hfv2LJq86aEMiAHAdilkA5dLxtCwt3J5kmQ2KqSsvh2FTIgAAAACX8tQtjfT8JcrZV7/ZqUkrKWcBlF4eX8pAktLS0nTw4EGlpaUpLy/vitvfeOONHkgFoDyZsz5OOXm/PXTQz9uhvh0ibEwEAAAAoCi/v6WRHA5Db//wq2X+2oKdyjdNjexW36ZkAFB8Hi1mx48frw8//FDbtm276n0Mw1Bubq4bUwEob3Lz8vVpbJxl1rt1LVUO9LUpEQAAAIAreeKmhpJUqJz928JdkkQ5C6DU8Ugxm5eXpwceeEDffPONpPNPQgcAu/y085iOnsm0zIbwVFcAAACgxHvipoZyGIbe/H63Zf63hbtkmtKoGylnAZQeHilmP/74Y3399deSpLCwMA0bNkzt27dXlSpV5HCwzC0Az5q65pDlfds6IWoVHmxPGAAAAADX5Hc9GsgwpDe+s5azf/92l/JNU492b2BTMgC4Nh4pZqdNmyZJat68uVasWKHKlSt74rQAUMieY2mKPXDSMuNuWQAAAKB0eax7AzkM6R/fWsvZf363W+b/fw4AJZ1HblfdtWuXDMPQSy+9RCkLwFbTCtwtWzXQV71a1bAnDAAAAIBiG31jA714Z7NC8ze+260Pl+6zIREAXBuPriPQpEkTT54OACzOZOZo3qZEy6x/xzry8/ayKREAAACA6zHqxvr6612Fy9m3vv9V/1tCOQugZPNIMduoUSNJ0smTJ6+wJQC4zxcbE5SRned87+UwNKBTHRsTAQAAALheI7vV10t3Ny80f/uHX/Xfn/fakAgAro5Hitl+/frJNE0tWLDAE6cDgELy801NX3PYMruteZhqhQTYlAgAAACAq4zoWk9jexcuZ9/5cY/+vZhyFkDJ5JFi9qmnntINN9ygjz76SCtWrPDEKQHAYtX+FB1ISbfMBsXUtSkNAAAAAFcb1qWeXrlEOfveT3v0wSLKWQAlj0eKWT8/P/34449q3769evbsqTFjxmjLli3KzMz0xOkBQFNXW++WbVS9omLqV7UpDQAAAAB3GNqlnl67t0Wh+fuL9uj9n/bYkAgAiubtiZN4ef32YB3TNPXuu+/q3Xffvap9DcNQbm6uu6IBKAfiT2Zo8e5jltngzpEyDMOmRAAAAADcZXBMpAxJL83/xTL/YPFemZKevbURfxYAUCJ4pJg1TfOy7wHAnWasjdPF33aC/LzVp21t+wIBAAAAcKtBMZGSYeilr3ZY5v9evFcyTT3bszHlLADbeaSYHTt2rCdOAwCFZObkac76OMvsgfbhCvTzyLc/AAAAADYZFF1XDkN68csC5ezP+2RKeo5yFoDNKGYBlGnfbD2iUxk5ltkj0Tz0CwAAACgPBnaqK0OG/vLldsv8Pz/vU75p6oXbmlDOArCNRx7+BQB2ME1T09ZYH/rVrVGoGlavaFMiAAAAAJ42oFMd/bNPq0Lz/y3Zr7d/+JXlFgHYptwWs8nJyVqwYIFefvll9erVS6GhoTIMQ4ZhaOjQoS4/37Zt2zR69Gg1btxYgYGBqlSpklq0aKExY8YoLi7uygcAcM22xKdqe+Jpy2xwTKQ9YQAAAADYpn/HOnrzgVYqeHPsh0v3683vKWcB2KPcLrIYFhbmsXONHTtWr7/+eqFv9Dt37tTOnTv1ySefaMqUKbr//vs9lgkoDwreLVs7JEA3N61uUxoAAAAAduobVUeGDP1x3jbLw4E/XrZfpkz96Y6mLGsAwKNcWsxOmzbN+Xrw4MGXnBfHxcdyh4iICDVr1kw//vijy4/9xhtv6LXXXpMk1axZU3/4wx/UuXNnSdLq1av11ltv6ejRo+rfv79+/vln52cArk/K2Swt3JZkmT0SXVdeDn6jBQAAAJRXD0dFSIb0xy+s5ewnyw7INKU/96KcBeA5hunC+/UdDodzOYDc3NxC82IFLHAsVxk7dqyioqIUFRWlsLAwHTp0SPXq1ZMkDRkyRFOmTLnucyQmJqpBgwbKyspSrVq1tH79etWqVavQNh07dtSRI0fUunVrbdq0SQ6Ha1eYSEhIUEREhCQpPj5e4eHhLj0+UBL9b8k+vf3Dr873vt4Oxf75FlUJ9LUxFQAAAICS4PONCfrD51tVsBEZ1a2e/nJnM8pZAIW4o19z+Rqzpmlecm2WC/PifLnDq6++qrvvvtutSxrMnj1bWVlZzvMVLGUlqXbt2nr11VclSVu3btV3333ntjxAeZGbl69PY63LGPS+oRalLAAAAABJ0oPtw/XOg60LrTk7fsVB/W3hLtacBeARLl3K4ODBg9c0L+vWr1/vfN2rV68it7vjjjucrz///HPdddddbs0FlHWLdh1T0ulMy2xI57o2pQEAAABQEj3QPlwOh/T83K3Kv6iHnbjyoPJNUy/f3Zw7ZwG4lUuL2bp1L118FDUv606ePOl8fbk7cy/+bNmyZW7NBJQHU1db75ZtExGiG8JD7AkDAAAAoMS6v224DBl6bu4WSzk7edUhmaY0tjflLAD3cflSBpcSFxenuLg4S1FZHgQGBjpfnz59usjtLv7s0KFDysjIcGsuoCzbeyxNaw6csMy4WxYAAABAUe5rW1vv922jgs8JnrL6kF79ZifLGgBwG48Us5GRkapXr55mz57tidOVGM2aNXO+vtydsMuXL3e+Nk1TCQkJ13SehISEy34lJSVd+SBAGTFtjfVu2aqBvrqzVU2b0gAAAAAoDe5tU3Q5O/brXyhnAbiFS5cyKEpAQIAyMzMVFRXlidOVGPfee6/++c9/SpJee+013XnnnfL397dsk5mZqddee80yS0tLu6bzXHgiHFDencnM0RebrH+x0a9jhPy8vWxKBAAAAKC0uLdNbTkMQ8/M2aK8i9Y1mLbmsExTeu3eFixrAMClPHLHbO3atSVJeXl5njhdidGpUyfdc889kqStW7eqe/fuWrx4sTIyMpSRkaHFixere/fu2rp1q3x9f3ta/Llz5+yKDJRq8zYmKCP7t+8zDkMa2IllDAAAAABcnd6ta+mDfm3kVeDW2emxh/XS/B3Kz+fOWQCu45E7Zm+77TZ99NFHWrlypaKjoz1xyhJj6tSp6tWrl2JjY7Vu3TrdeuuthbaJiopSy5YtNXnyZElSUFDQNZ0jPj7+sp8nJSWpY8eO13RMoLQxTVPTYq3LGNzWvIZqhQTYlAgAAABAaXT3DbVkyNBTszdb7pz9NDZO+ab0t3tbylFwzQMAKAaP3DH79NNPKyAgQO+8844SExM9ccoSIyQkRMuWLdP777+v5s2bWz6rUaOGXnrpJa1YsUJnzpxxzitXrnxN5wgPD7/sV82arK+Jsm/VvhM6cDzdMhscw92yAAAAAK7dXTfU1H/6ty105+zMtXF68SvunAXgGh4pZhs1aqSZM2cqIyND0dHRmjlzprKzsz1x6hLB19dXzzzzjH755RelpqZqz549OnLkiI4cOaLXXntNfn5+2rZtm6Tzd8uGh4fbnBgofaauOWR537B6RcU0qGpPGAAAAACl3p2tauq//dvKu0A5O2tdnP7y5XbKWQDXzSNLGdx8882SpGrVqungwYMaNGiQRowYoUaNGqly5cry8ir6wTyGYWjx4sWeiOkRwcHBCg4OtsyOHTumffv2STq/rIHD4ZG+HCgzEk5laPGuY5bZkJi6LMwPAAAA4Lr0alVT/zUMPTlzk3IvKmJnr4+XaUr/7NOKZQ0AFJtHitmlS5daChLTNJWVlaUdO3YUuY9hGDJNs1wUK7NmzZJpnv8G//DDD9ucBih9Zqw9v9bTBRX9vHV/O+48BwAAAHD97mhZQ/8b2E5PzLCWs3M2xMuUqTf63EA5C6BYPFLM3njjjeWiYC2OM2fO6M0335R0fj3aAQMG2JwIKF0yc/I0e12cZfZAu9qq6OeRb28AAAAAyoHbW9TQhwPb6YmZm5ST91s5O3dDgvJN6c0Hbii0Hi0AXInH7pgti6ZMmaJhw4ZJksaOHatXXnml0DZJSUkKDQ2Vj49Poc/S0tL0wAMP6OjRo5Kkd955R0FBQW7NDJQ1C7Yl6VRGjmU2KCbSnjAAAAAAyqzbWtTQhwPb6/EZGy3l7OcbE2Sa0lsPUs4CuDbl9paylStXOtd1laSUlBTn63379mnKlCmW7YcOHVqs88yYMUPvvPOOhgwZou7du6tmzZo6c+aMYmNj9eGHHyou7vydfsOGDdOIESOKdQ6gPJtW4KFfXRuGqmH1ivaEAQAAAFCm9Wwepo8faa/ffbpJ2Xn5zvkXmxJkmqbefqg15SyAq1Zui9kJEyZo6tSpl/xs1apVWrVqlWVW3GJWOv9wr7feektvvfVWoc+8vb31/PPP6x//+Eexjw+UV1viU7Ut4bRlNjimrk1pAAAAAJQHtzQL08eD2umx6dZydt7mRJmS3qGcBXCVbCtmExMTdfToUWVkZKhDhw4KCAiwK4pb9enTR5mZmfr555+1f/9+JScny8/PT+Hh4brttts0YsQItWjRwu6YQKk0bfUhy/vaIQG6pVmYPWEAAAAAlBs3Nw3TJ4Pa69HpGy3l7JebE2Wapt59uA3lLIArMkzTNK+8mWukpaXpnXfe0aRJk3TkyBHnfPv27WrevLnz/ezZszVv3jwFBwdr/PjxnopXZiUkJCgiIkKSFB8fr/BwnlaP0i/lbJY6//Nny2+CxtzRRI/3aGhjKgAAAADlyZJfk8+Xs7n5lvm9bWrp3Yday9vLYVMyAK7mjn7NY98h9u3bp3bt2ulvf/ubEhPP/w1SUZ1wTEyMvvzyS02aNEkrV670VEQApcic9fGWUtbX26G+HSJsTAQAAACgvLmpSXWNG9Revt7WemX+liN6du5W5eblF7EnAHiomM3KytJdd92l/fv3q0KFChozZowWLFhQ5PZ169bVTTfdJEn6+uuvPRERQCmSm5evGbGHLbPeN9RS1Yp+NiUCAAAAUF71aFJd4wd3KFTOfrP1iJ6Zs4VyFkCRPFLMfvzxx9q7d68CAwO1YsUKvfHGG7rzzjsvu0+vXr1kmqbWrFnjiYgASpFFu5J15HSmZcZDvwAAAADYpXvjapowuIP8CpSzC7Yl6WnKWQBF8EgxO2/ePBmGoaefflpt2rS5qn1uuOEGSdLevXvdmAxAaTRtzSHL+9YRIWodEWJLFgAAAACQpBsbV9PEIVGFytmF25L09OwtyqGcBVCAR4rZnTt3SpJuu+22q96natWqkqTU1FR3RAJQSu09lqbV+09YZkO4WxYAAABACdC1UagmDY2Sv0+BcnZ7kp6atZlyFoCFR4rZtLQ0SVJwcPBV75OZef7HlH18fNySCUDpNL3A2rJVAn11Z6uaNqUBAAAAAKsuDUM1aUjhcva7HUf1+5mUswB+45Fi9sLdr8eOHbvqfbZv3y5JCgsLc0smAKVPWmaOvtiYYJn1i4qQv4+XTYkAAAAAoLDODS995+z3vxzVkzM3KTuXchaAh4rZC+vKLl68+Kr3mTRpkgzDUKdOndyUCkBpM29TotKz85zvHYY0MJplDAAAAACUPJ0bhGry0I4KKHAjyQ+/HNMTlLMA5KFitk+fPjJNU5988okOHz58xe1fffVVrV27VpLUt29fd8cDUAqYplnooV89m4epdkiAPYEAAAAA4ApiGlTV5GFRhcrZn3Ye0+MzKGeB8s4jxezQoUPVrFkzpaWlqXv37lq4cKFM03R+bhiG8vPztWLFCvXu3VuvvfaaDMNQVFSU7rnnHk9EBFDCrd5/QvuPp1tmg2Mi7QkDAAAAAFcpun5VTRkWpQq+1nJ20a5jenzGRmXl5hWxJ4CyziPFrJeXl77++mtVq1ZNcXFxuueee1SpUiXn571791ZwcLB69Oihb7/9VqZpqmbNmvrss888EQ9AKTB19SHL+wbVAtW5QVV7wgAAAADANehUv6qmDOt4iXI2Wb/7dBPlLFBOeaSYlaQGDRpoy5Ytuuuuu2SaptLTz9/5ZpqmDhw4oPT0dJmmKdM0ddttt2n9+vWKiIjwVDwAJVhi6jkt2mV9eOCQzpEyDMOmRAAAAABwbTrWq6KpwzsqsEA5+/PuZD02faMycyhngfLG25Mnq1Gjhr755hv98ssvmj9/vjZs2KDk5GTl5eWpatWqatu2re6991516NDBk7EAlHAzYg8r/7fVT1TRz1t92oXbFwgAAAAAiiEqsoqmjeioIZPW62xWrnO+5NfjeuzTjfr4kfbyL7AeLYCyy6PF7AUtWrRQixYt7Dg1gFImMydPs9fHW2Z92tVWRT9bvn0BAAAAwHVpX/f8nbNDJq2zlLNLfz2u0dM3atwgylmgvPDYUgYAUBwLtyXpZHq2ZTY4pq5NaQAAAADg+rWvW1nTRnRUUIEbTpbvOa5R0zawrAFQTnikmHU4HPL29tbOnTuvep/9+/c79wNQfk1bc8jyvkvDqmpYPcieMAAAAADgIu3qXLqcXbE3hXIWKCc8dsesaZpX3siF+wEo/bbEp2prwmnLbHBMpD1hAAAAAMDF2taprOkjOynIv3A5O3LqBp3LppwFyrISu5TBhUKWp64D5VfBu2VrBfvrlqbV7QkDAAAAAG7QJiJEn44oXM6u3JeiEVPXU84CZViJLWZPnDghSQoMDLQ5CQA7nDibpQVbkyyzgdF15e1VYr9tAQAAAECxtI4I0YyRnVSpQDm7ev8JDZ+yXhnZuUXsCaA082jDcbV3v6anp+s///mPJKlBgwbujASghJq9Pl7ZefnO975eDvWLirAxEQAAAAC4zw3hIZo5KlrBAT6W+ZoDlLNAWeWWJ2vVr1//kvPbbrtNPj4+l/zsgqysLCUnJys/P1+GYah3797uiAigBMvNy9fMtXGW2d2ta6pqRT+bEgEAAACA+7WsHawZIztp4IS1On0uxzmPPXBSQyev1+ShUQr04yHpQFnhlqv50KFDhWamaSoxMfGajhMdHa0xY8a4KBWA0mLx7mQlpp6zzHjoFwAAAIDy4EI5+8jEtUrN+K2cXXfwpIZNXq/JwyhngbLCLVfykCFDLO+nTp0qwzB0zz33KCQkpMj9DMOQv7+/atasqc6dO+vmm2/m4V9AOVTwoV+tw4PVJiLEliwAAAAA4Gktawdr5shoDZwQq1MXl7OHTmro5HWaPKyjKlLOAqWeYZqm6e6TOBwOGYah7du3q3nz5u4+HQpISEhQRMT5tTnj4+MVHh5ucyKgaPuS03Tre8sts3cfaq0H2vP/LQAAAIDyZVfSGQ2csFYn07Mt8w51K2vKcMpZwJPc0a955OFfL7/8sl5++WVVr17dE6cDUIpNX3PY8r5KoK/uuqGmTWkAAAAAwD7NalbSzFGdVCXQ1zLfcPiUhkxap7TMnCL2BFAaeKSYHT58uIYNG6bKlStf9T75+fmKi4tTXFzclTcGUCakZebo840JllnfqAj5+3jZlAgAAAAA7NW0RiXNGhWtqgXK2Y2Us0Cp55FiNjIyUvXr19evv/561fscPHjQuR+A8uHLzYlKz85zvncY0sBOdWxMBAAAAAD2a1IjSLNGRyu0orWc3RSXqsGT1ukM5SxQKnmkmJWk4i5l64ElcAGUAKZpalqBZQxubRam8MoVbEoEAAAAACVH47AgzRpVuJzdHJeqQRPX6fQ5ylmgtPFYMXutLhSyDkeJjQjAhdbsP6F9yWcts8ExkfaEAQAAAIASqJGznPWzzLfGp2rwxLWUs0ApU2Jbz6SkJElSUFCQzUkAeMLUNYcs7+tXC1SXhlXtCQMAAAAAJVSjsCDNHh2takEFytmE0xo0ca1OZ1DOAqWFR4tZwzCuuE1OTo52796tv//975KkJk2auDsWAJslpp7TTzuPWWZDYiKv6nsGAAAAAJQ3DatX1OzR0apeoJzdlnBaj1DOAqWGW4pZLy8vy5d0fmmCli1bFvqs4Je/v79atGihn376SYZh6MEHH3RHRAAlyIzYw8q/aDnpQF8v9WlX275AAAAAAFDCNahWUbMuUc5uTzytgRNjlZqRbVMyAFfLLcWsaZqWr6LmV/p66KGH9Mwzz7gjIoASIjMnT3PWx1tmfdqFK8jfx6ZEAAAAAFA6NKh2/s7ZsErWcnZH4hkNnLCWchYo4bzdcdCxY8da3r/66qsyDEOPPfaYqlevXuR+hmHI399fNWvWVOfOndWgQQN3xANQgizclqQT6dbfLAyOqWtTGgAAAAAoXepXq6jZo2PUf1ysjp7JdM5/OXJGA8av1YyRnVQ50NfGhACKYpgX39LqJg6HQ4ZhaPv27WrevLm7T4cCEhISFBERIUmKj49XeHi4zYmA39z735XamnDa+T6mflXNGh1tYyIAAAAAKH0OpaSr//hYJZ3OtMyb1aykGSM7qQrlLHBd3NGveeThX5MnT9akSZMoBAFYbI47ZSllJWlI50h7wgAAAABAKRYZGqjZo6NVK9jfMt+VdEYDxsfqxNksm5IBKIpHitkhQ4ZoyJAhqlSpkidOB6CUmLbmsOV97ZAA3dqs6OVOAAAAAABFq1s1ULNHx6h2SIBlvvtomgZOWEs5C5QwHilmAaCg42lZWrgtyTIbGF1H3l58WwIAAACA4qpTtYJmj46+ZDk7YPxapVDOAiWGWx7+dSWnTp3S1q1blZKSonPnzulKy9wOHjzYQ8kAeMrsdXHKzst3vvf1dqhfVB0bEwEAAABA2RBR5Xw5229crBJTzznnvx5LU/9xsZo5KlrVgvxsTAhA8nAxu3TpUo0dO1YrV6686n0Mw6CYBcqYnLx8zVgbZ5nd07oWi9EDAAAAgItcKGf7j49Vwqnfytm9yWfVf3ysZo7qpOpB/pc5AgB389jPDH/00Ue69dZbtXLlSpmmeU1fAMqWH385pqNnrE8KHRITaU8YAAAAACijLpSzEVWsyxrsSz6r/uNilZyWWcSeADzBI8Xsrl279NRTT8k0TbVq1UpfffWVFi5cKOn8HbH79+/Xhg0b9PHHH6tdu3aSpK5du+qXX37RgQMHPBERgAdNXXPI8r5dnRC1Cg+2JwwAAAAAlGHhlSto9ugY1alSwTLffzz9fDl7hnIWsItHitn//Oc/ysvLU2hoqFasWKF77rlHder8tpZkvXr11K5dO40ePVrr16/XH/7wB61cuVK///3vVbduXU9EBOAhu5LOaN3Bk5bZkM6R9oQBAAAAgHKgdkiAZo+OvmQ5229crI5RzgK28Egxu2zZMhmGoaeeekpBQUGX3dYwDL355pu6+eabtWTJEk2aNMkTEQF4yLQCd8uGVvRTr5Y17QkDAAAAAOVErZAAzXk0WnWrWsvZAynn75ylnAU8zyPFbEJCgiQ5lymQzhewF+Tk5BTaZ/To0TJNU59++qn7AwLwiNMZOfpyc6JlNqBTHfl6e2y5awAAAAAot2oGB2jO6BhFXqKc7TcuVkdPU84CnuSRNiQz8/yFXatWLecsMDDQ+frUqVOF9mnYsKEkaefOnW5OB8BT5m6IV2ZOvvO9t8PQwE51LrMHAAAAAMCVagT7a/boGNULDbTMD6akq9+4NUo6fc6mZED545FitkqVKpKk9PR056xatWrOu2b37NlTaJ+UlBRJUmpqqvsDAnC7vHxT02MPW2Z3tKyhsEr+NiUCAAAAgPLpfDkbrfoFytlDJzLUb1ysjqRSzgKe4JFitmnTppKkvXv3OmcVKlRQo0aNJElff/11oX0uzKpVq+aBhADcbdmeZMWdzLDMeOgXAAAAANgjrNL/l7PVrOXs4f8vZxMpZwG380gx27VrV5mmqeXLl1vmffr0kWma+ve//61JkyYpPT1dx48f1zvvvKNx48bJMAzdfPPNnogIwM2mrLbeLdu8ZiV1qFvZpjQAAAAAgOr/X842KFDOxp3MUL9xa5RwKqOIPQG4gmGapunuk6xdu1YxMTGqUqWKEhIS5O9//keXT5w4oSZNmlxyjVnTNBUQEKANGzaoWbNm7o5YpiUkJCgiIkKSFB8fr/DwcJsTobw5cPysbn53mWX25gOt1DeK9WUBAAAAwG7JaZkaMH6t9iWftczDKwdo1qhoRVSpUMSeQPnhjn7NI3fMdurUSZMnT9abb75pKWGrVq2qH374QZGRkTJN0/JVvXp1ffnll5SyQBkwbY31btngAB/d07q2TWkAAAAAABerHuSvWaOi1ah6Rcs84dQ59RsXq/iT3DkLuIO3p040ZMiQS87bt2+v3bt36+eff9Yvv/yi3NxcNWrUSLfffrsqVOBvZIDS7mxWrr7YmGCZ9YuKUICvl02JAAAAAAAFVQvy06zR0RowPlZ7jv1252xi6vlydvZo7pwFXM1jxezl+Pj46Pbbb9ftt99udxQALvbl5kSlZeU63xuG9Eh0XRsTAQAAAAAuJbSin2aOitbA8Wv167E05/xCOTtrVLTqVKWcBVzFI0sZACifTNPUtNWHLLNbmobxt6wAAAAAUEKdL2c7qWmNIMv8fDm7RodPpNuUDCh7PFbMxsXFKS4uTllZWVfcNjMz07k9gNJrzf4T2ltg8fghnblbFgAAAABKsqr/f+dswXL2yOlM9RsXq0MplLOAK3ikmF25cqUiIyPVqlUrZWRcecHoc+fOqWXLlqpfv77WrVvnlkzJyclasGCBXn75ZfXq1UuhoaEyDEOGYWjo0KEuP9/OnTv1+9//Xq1atVKlSpXk6+uratWq6aabbtL777+vtLS0Kx8EKGWmFLhbtn61QHVpEGpPGAAAAADAVasS6KtZo6LVrGYlyzyJchZwGY8Us3PmzJEk3XfffapcufIVt69cubIeeOAB5efna/bs2W7JFBYWpt69e+v111/X999/rxMnTrjlPJL07rvvqnXr1vrvf/+rHTt2KC0tTTk5OUpJSdHSpUv13HPPqVWrVtq2bZvbMgCelnAqQ4t2HbPMhsREyuEwbEoEAAAAALgWlQN9NXNkJzUvUM4ePZOpvuPW6CDlLHBdPFLMrlmzRoZhqGfPnle9z2233Sbp/N227hYREeE8n6vNnTtXL7zwgnJzc+Xr66tnn31WCxcu1Nq1azVz5kx17dpVknT48GHdcccdOn36tFtyAJ72aWyc8s3f3gf6eqlPu9r2BQIAAAAAXLPKgb6aOaqTWtSylrPHzmSp7ydrtP/42SL2BHAlHilm4+PjJUlNmjS56n0aNmwoSUpMTHRLppdfflnffPONjh49qri4OH3yySduOc/rr7/ufD1v3jy99957uvPOO9WxY0f1799fK1asUJ8+fSRJSUlJmjhxoltyAJ6UmZOnOeuta0Q/2D5cQf4+NiUCAAAAABRXSAVfzRjZSS1rW8vZ5LQs9R8XSzkLFJNHitkLd4F6eXld9T4XtnXXEgOvvvqq7r77boWFhbnl+JJ05swZ7dixQ5LUrl073XXXXZfcbuzYsc7Xq1evdlsewFO+2XpEpzJyLLNBMZH2hAEAAAAAXLeQCr6aMSJarWoHW+bJaVnqNy5W+5IpZ4Fr5ZFiNjT0/MN+Dhw4cNX7XNj2atakLamys7Odr+vXr1/kdg0aNHC+zsrKcmsmwN1M09TUNYcss64NQ9WwekV7AgEAAAAAXCK4go8+HdlJrcOt5exxZznLg82Ba+GRYrZNmzaSfnsI2NW48NCvli1buiOSR4SGhqpKlSqSLl9K79+/3/m6cePGbs8FuNOmuFTtSDxjmQ3pHGlPGAAAAACASwUH+GjaiE5qHRFimaecPV/O7j1GOQtcLY8Us/fee69M09S8efP02WefXXH7uXPnat68eTIMQ/fdd5/7A7rR6NGjJUmbNm3Sd999d8ltLqxD6+XlpZEjR3osG+AOU1cfsrwPrxygm5tWtycMAAAAAMDlggN8NH1ER7UpVM5mq//4WO2hnAWuikeK2aFDhyoyMlKmaWrAgAF6/vnnnQ8Eu1h8fLyee+45DRw4UIZhKCIiotQXlS+++KJuvfVWSdL999+vF154Qd99953Wr1+vOXPmqEePHvr888/l5eWlf//732rWrNk1nyMhIeGyX0lJSa7+xwIuKflMpr7dbv3/bVB0XXk5DJsSAQAAAADcoZK/j6aN6Ki2dUIs85Sz2eo/Lla/HqWcBa7EME3T9MSJtmzZohtvvFFnz56VYZwvaerUqaOaNWvKMAwdOXJEcXHnn+JumqYqVqyoZcuWqW3btp6Ip0OHDqlevXqSpCFDhmjKlCkuO3Zubq6mTJmiN954w7JswQV9+vTRmDFj1KlTp2Id/8K/z6sRHx+v8PDwYp0HuJJ/Ldqjfy3a63zv5+1Q7J9vUeVAXxtTAQAAAADcJS0zR0MmrdOmuFTLvEqgr2aO6qSmNSrZEwxwsYSEBEVEREhyXb/mkTtmpfPrzMbGxqpNmzYyTVOmaerw4cNau3atYmNjdfjwYee8ffv2WrduncdKWXfbsGGDZs2aVeQ6s4sWLdLUqVN15syZS34OlAZZuXn6NDbOMruvTW1KWQAAAAAow4L8z685276u9eHtJ9PP3zm7K4muAyiKtydP1rx5c23atEk//vijFi5cqM2bNyslJUXS+QdltWvXTr1799Ytt9ziyVhu9fnnn+uRRx5RVlaWbrjhBr366qu68cYbFRQUpPj4eM2ZM0evv/66PvroIy1fvlyLFi1SjRo1rukcl1oW4mJJSUnq2LHj9fxjAFe0cFuSUs5mWWaDO9e1KQ0AAAAAwFMq+nlr6vCOGjppnTYcPuWcn8rI0YDxsZoxMlrNa3HnLFCQx5YyKOncsZTBsWPH1KBBA6Wnp6tFixZau3atAgMDC223ePFi9ezZU6Zp6sEHH7yqB6RdC3fcag1czDRN3fPfVdqeeNo561SviuY8GmNjKgAAAACAJ53NytXwyeu17tBJyzykgo9mjOykFrWCbUoGXL9SvZRBeTR79mylp6dLkv7yl79cspSVpFtuucV5l/C8efN06tSpS24HlFQbD5+ylLKSNKxLPZvSAAAAAADsUNHPW5OHRaljvSqWeWpGjgaMX6sdBf7cCJR3JaaYPXHiRJkrJHft2uV83a5du8tu2759e0lSfn6+9uzZ49ZcgKtNXnXI8j68coB6Ng+zJwwAAAAAwDaBft6aPDRKnQqUs6fP5WjgBMpZ4GK2FrPHjh3T6NGjFRoaqurVqys0NFSVK1fW0KFDFRcXd+UDlHDe3r8t4Zubm3vZbXNyci65H1DSHUk9p+9/OWqZDYmJlJfDsCkRAAAAAMBOgf9/52x0/cLl7IDxsdqeQDkLSG4oZo8ePapatWqpVq1a+uijj4rc7sCBA2rfvr0mTpyokydPyjRNmaap06dPa/r06Wrbtq22bNni6ngedWHNWklasWLFZbddvny5JMkwDEVGRrozFuBS09YcVl7+b0tVV/D10sNRETYmAgAAAADYrYKvtyYP7ajODapa5mcyczVwQqy2xqfaEwwoQVxezC5btkxHjx7VyZMn9fDDDxe5Xb9+/XTkyBFdePZYRESEOnXqpKCgIJmmqVOnTql///5XvNPUTlOmTJFhGDIMQ6+88kqhz++66y4Zxvm7Bv/+978rMTHxkscZN26cNmzYIEmKjo5W1apVL7kdUNKcy87TrHXWu9sfaBeu4AAfmxIBAAAAAEqKAF8vTRwSpS4NC5ezj0xcqy2UsyjnXP4z80uXLpUk3XTTTUUWjAsWLNCGDRtkGIYqV66smTNn6rbbbpMknTt3Tk8++aQmT56sPXv26IsvvlDfvn1dHVMrV67Uvn37nO9TUlKcr/ft26cpU6ZYth86dOg1n6Np06YaNmyYJk2apMTERLVt21bPPPOMunXrpqCgIMXHx2v27NmaOXOmJMnLy0v/+Mc/ivXPA9jhqy2JOn0uxzIb0jnSnjAAAAAAgBInwNdLEwZHadS0DVq577fuJS0zV4MmrNW0ER3Vtk5lGxMC9nF5Mbt161YZhqGePXsWuc2MGTOcr999911nKStJAQEBmjBhgjZs2KAdO3Zo/vz5bilmJ0yYoKlTp17ys1WrVmnVqlWWWXGKWUn68MMPlZ6erjlz5uj48eN68cUXL7ldYGCgxo0bpx49ehTrPICnmaapyasOWmY3Nq6mhtUr2pQIAAAAAFASBfh6acKQDho1bYNW7L2onM3K1aCJ6zR1eJTa161ymSMAZZPLlzI4duyYJKl169ZFbnPhrtrg4GANGDCg0OeGYWj48OEyTVNbt251dUSP8vPz0+zZs/Xzzz9r8ODBaty4sQIDA+Xt7a0qVaooJiZGL730knbv3n3JfxdASbV6/wntOXbWMhvWJdKeMAAAAACAEs3fx0vjB3fQjY2rWeZns3I1eOI6rT900qZkgH0M88Iiry4SFBSkjIwMbdq06ZLl7IEDB9SwYUMZhqG7775b8+fPv+Rxli9frh49eig4OFinTp1yZcRyJyEhQRER5x/GFB8fr/DwcJsToSwYOXW9Fu1Kdr6vHxqoRc91l8Nh2JgKAAAAAFCSZebk6dHpG7Vsz3HLvIKvlyYNjVJ0fZ67g5LJHf2ay++YvfCwruzs7Et+vnbtWufr9u3bF3mckJAQSVJ6errrwgFwicMn0rV4d7JlNrRLJKUsAAAAAOCy/H289Mmg9rq5aXXLPCM7T0Mnr9Pqi9ahBco6lxezoaGhkqQ9e/Zc8vM1a9Y4X3fo0KHI46SlpUmS/P39XZgOgCtMWX1IF99rH+TvrQfacSc2AAAAAODK/H289NEj7XRrszDLPDMnX8OmrNeKvceL2BMoW1xezF5YvuCLL74o9Jlpmvrmm2/On9jhUJcuXYo8zuHDhyVJYWFhRW4DwPPSMnP02YYEy6xvhwgF+rn8WYIAAAAAgDLKz9tLHw5sp9tbWHufrNx8jZi6QUt/TS5iT6DscHkxe++998o0Tc2fP1/Tpk2zfPb222/r8OHDMgxDt9xyi4KDg4s8zoU7a5s0aeLqiACuw+cbE3Q2K9f53mFIQzpH2hcIAAAAAFAq+Xo79N8B7XRnqxqWeXZuvkZP26gluylnUba5vJgdOHCg6tatK0kaNmyYOnXqpIEDB6pdu3b685//7NzuueeeK/IYpmnqq6++kmEYio6OdnVEAMWUn29q6upDltmtzcIUUaWCPYEAAAAAAKWaj5dD/+7XVr1b17LMs/PyNXr6Bv2085hNyQD3c3kxW6FCBc2ZM0dBQUEyTVMbNmzQ7NmztXXrVpn/vyjl8OHDddtttxV5jG+//VaJiYmSpFtvvdXVEQEU05Jfk3XoRIZlNqxLPZvSAAAAAADKAm8vh95/uLXua2MtZ3PyTP3u0436fsdRm5IB7uXyYlaSOnbsqI0bN+qhhx5SQECATNOUaZqqW7eu3nnnHY0bN+6y+7/++uuSpBo1anDHLFCCTF51yPK+aY0gRdevYk8YAAAAAECZ4e3l0LsPtyn0YOncfFNPzNykhduSbEoGuI/bntbToEEDzZkzR/n5+Tp+/Lh8fX1VuXLlq9p38eLF58N58zAhoKTYcyxNK/elWGbDu9STYRg2JQIAAAAAlCVeDkNvP3iDvB2G5myId87z8k09NXuz8kxT9xRY8gAozdzefDocDoWFhV15w4sEBga6KQ2A4ip4t2yVQF/d04ZfEAEAAAAAruNwGPpnn1ZyOAzNWhfnnOflm3pm9mbl55u6r21tGxMCruOWpQwAlC2pGdn6cnOCZTagYx35+3jZlAgAAAAAUFY5HIb+fl9LDYqua5nnm9Kzc7fo840JRewJlC4UswCuaNa6eGXm5DvfezsMDYqpe5k9AAAAAAAoPofD0Gv3ttDQzpGWuWlKf/h8q+auj7/0jkApQjEL4LJy8/I1fc0hy+zOVjUVVsnfnkAAAAAAgHLBMAyN7d1cI7rWs8xNUxrzxTbNXBtXxJ5A6UAxC+CyfvjlmI6czrTMhnWJtCcMAAAAAKBcMQxDf72rmR69sX6hz/7y5XZNjz1sQyrANShmAVzW5FUHLe/bRISobZ3KNqUBAAAAAJQ3hmHoT72a6vEeDQp99tJXOzSlwJ9bgdKCYhZAkbbEp2rD4VOWGXfLAgAAAAA8zTAM/eH2Jnrq5oaFPnvlm52asOKADamA60MxC6BIE1da/9axRiV/3dmqpk1pAAAAAADlmWEYeu62Jnr21saFPvvbwl0at3y/DamA4qOYBXBJiann9O32JMtsSOdI+XjxbQMAAAAAYJ+nb22kF24rXM7+49vd+nDpPhsSAcVDwwLgkqauPqS8fNP5PsDHSwM61rExEQAAAAAA5z15cyP98Y6mheZvff+r/rN4rw2JgGtHMQugkLNZuZq1Ls4ye7hDuIIr+NiUCAAAAAAAq9/1aKAX72xWaP7uT3v0/k97ZJrmJfYCSg6KWQCFfLYhXmmZuc73hiEN61LPxkQAAAAAABQ26sb6evnu5oXmHyzeq3d/pJxFyUYxC8AiL9/UpFXWh37d2ixMkaGBNiUCAAAAAKBow7vW02v3tig0/++SfXrz+18pZ1FiUcwCsPhp5zHFnzxnmY3syt2yAAAAAICSa3BMpP5+f8tC84+X7dc/vt1FOYsSiWIWgMXElQcs71vVDlbHelVsSgMAAAAAwNUZ2Kmu3nyglQzDOh+/4qBeW7CTchYlDsUsAKct8alaf+iUZTaiaz0ZBX9VAwAAAACgBOobVUdvPXBDoXJ28qpDGvv1L5SzKFEoZgE4TVxpXVu2RiV/3dmqpk1pAAAAAAC4dg91iNB7D7eWo0A5O23NYf31qx3Kz6ecRclAMQtAknQk9Zy+3Z5kmQ3pHClfb75NAAAAAABKl/vbhuv9vm0KlbMz1sbpL19up5xFiUDjAkCSNHX1IeVd9AtTgI+XBnSsY2MiAAAAAACK7942tfXv/m3lVaCdnb0+XmO+2Gb5MzBgB4pZADqblauZ6+Iss4c6hCu4go9NiQAAAAAAuH5331BL/+3fVt4FytnPNyboD59tpZyFrShmAeizDfFKy8x1vjcMaViXejYmAgAAAADANXq1qqkPB7aTj5e1nJ23OVHPzd2i3Lx8m5KhvKOYBcq5vHxTk1cdssxubRameqGB9gQCAAAAAMDFbmtRQx8/0l6+XtYqbP6WI3p6zhblUM7CBhSzQDn3085jijuZYZmN7MrdsgAAAACAsuWWZmH6ZFD7Qg+5XrgtSU/N2kw5C4+jmAXKuYkrD1jet6xdSR3rVbEpDQAAAAAA7nNT0+oaP7iD/AqUs9/tOKonZmxSdi7lLDyHYhYox7bGp2r9oVOW2ciu9WUYRhF7AAAAAABQunVvXE2ThkbJ38dai/2485h+9+lGZebk2ZQM5Q3FLFCOTVx50PK+RiV/3dmqpk1pAAAAAADwjC4NQzV5aEcF+HhZ5ot3J2v0dMpZeAbFLFBOJZzK0MLtSZbZkM6RhdbaAQAAAACgLIppUFVTh3dUBV9rObt8z3ENn7JeGdm5NiVDeUEDA5RTk1YeUl6+6Xwf4OOl/h0jbEwEAAAAAIBndaxXRdNHdFRFP2/LfPX+Exo6ab3OZlHOwn0oZoFy6HRGjmavj7PM+kZFKKSCr02JAAAAAACwR/u6VfTpyE6q5G8tZ9cdOqnBE9fqTGaOTclQ1lHMAuXQjHWHlZH923o5DkMa0bWejYkAAAAAALBPm4gQzRwVrZAKPpb5prhUDZqwVqczKGfhehSzQDmTlZunKasOWWZ3tqqpiCoV7AkEAAAAAEAJ0LJ2sGaNilbVQOtPk25NOK3+42N1Mj3bpmQoqyhmgXJm/pYjSk7LssxG31jfpjQAAAAAAJQczWpW0uzR0aoW5GeZ70w6o/7jYpVyNquIPYFrRzELlCOmaWr88gOWWXT9KrohPMSeQAAAAAAAlDCNwoI0Z3S0alTyt8x/PZamfuNilXwm06ZkKGsoZoFyZOmvx7U3+axlxt2yAAAAAABY1a9WUXMejVbtkADLfF/yWfUdF6uk0+dsSoayhGIWKEfGFbhbtlH1iurRuLpNaQAAAAAAKLnqVg3UnEejFVHFWs4eTEnXw5+sUfzJDJuSoaygmAXKie0Jp7XmwAnLbFS3+nI4DJsSAQAAAABQsoVXrqC5j8aoXmigZR5/8pz6jYvV4RPpNiVDWUAxC5QTnyzfb3lfLchP97atZVMaAAAAAABKh5rBAZozOloNqlnL2cTUc+r7Saz2Hz9bxJ7A5VHMAuVA/MkMfbs9yTIb2jlSft5eNiUCAAAAAKD0qF7JX7NHx6hJWJBlfvRMpvqNi9XeY2k2JUNpRjELlAMTVx5Uvvnb+wq+XnqkU137AgEAAAAAUMpUC/LTrNHRal6zkmV+PC1L/cbFalfSGZuSobSimAXKuNSMbM3dEG+Z9Y2KUHAFH5sSAQAAAABQOlUJ9NWsUdFqHR5smZ9Iz1b/8bHakXjapmQojShmgTJuxto4ZWTnOd97OQwN71LPxkQAAAAAAJRewRV8NH1kJ7WrE2KZp2bkaMD4WG2JT7UlF0ofilmgDMvKzdPkVYcssztb1VRElQr2BAIAAAAAoAyo5O+jaSM6qWO9Kpb5mcxcPTJhrTYePmlTMpQmFLNAGfbV5kSlnM2yzEZ3q29TGgAAAAAAyo6Kft6aMixKnRtUtczPZuVq0MR1ij1wwqZkKC0oZoEyKj/f1PgVBy2zmPpV1arAOjgAAAAAAKB4Kvh6a9LQKN3YuJplnpGdp6GT12nVvhSbkqE0oJgFyqglvyZrX/JZy2x0d+6WBQAAAADAlfx9vDRuUHvd0rS6ZZ6Zk6/hU9Zr6a/JNiVDSUcxC5RRnyw/YHnfOKyiehT4GzwAAAAAAHD9/H289NEj7XVHixqWeVZuvkZP26hFO4/ZlAwlGcUsUAZtijuldQetC42P6lZfhmHYlAgAAAAAgLLN19uh/wxoq7tvqGmZZ+fl67FPN+q77Uk2JUNJRTELlEEfL91veR9WyU/3tqltUxoAAAAAAMoHHy+H/tW3jfq0tf4ZPDff1JOzNuvrrUdsSoaSqNwWs8nJyVqwYIFefvll9erVS6GhoTIMQ4ZhaOjQoS45x9KlS53HvNqvHj16uOTcKL/2JafpxwI/IjGya335epfbyx0AAAAAAI/x9nLo7Yda6+EO4ZZ5Xr6pZ2Zv1hcbE2xKhpLG2+4AdgkLC7M7wiU1adLE7ggo5T5ZZl1btpK/t/p3qmNTGgAAAAAAyh8vh6E3+twgHy+HZqyNc87zTemFz7cqNz9ffaP4s3p5V26L2YtFRESoWbNm+vHHH1163KioKG3fvv2K2z355JNatmyZJGnIkCEuzYDyJen0OX21JdEyGxwTqYp+XOoAAAAAAHiSw2Hob/e1lI+XQ1NWH3LOTVP64xfblZ1nalB0XfsCwnbltq15+eWXFRUVpaioKIWFhenQoUOqV6+eS88RGBioli1bXnab1NRUxcbGSpIaNmyozp07uzQDypeJKw4qJ890vvfzdmhol0j7AgEAAAAAUI4ZhqGxvZvLz9uhT5Zbf8L1pa92KCc3X8O7uraPQulRbovZV1991e4IkqQ5c+YoKytLkjRo0CCb06A0S83I1sx1cZbZwx0iFFrRz6ZEAAAAAADAMAz9qVdT+Xg59N8l+yyfvbZgp7Lz8vVY9wY2pYOdeBqQzaZNmybp/EVKMYvrMW3NYWVk5znfezkMjb6xvo2JAAAAAACAdL73eeH2JnquZ+NCn73x3W59sGivTNO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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -481,6 +497,7 @@ "\n", "qext, qsca, qback, g = miepython.mie(mm,xx)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(lambdaa,qsca)\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Scattering Efficiency\")\n", @@ -497,18 +514,21 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -521,6 +541,7 @@ "\n", "qext, qsca, qback, g = miepython.ez_mie(m_sphere, d, lambda0, n_water)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(lambda0,qsca)\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Scattering Efficiency\")\n", @@ -539,18 +560,21 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 366, + "width": 640 + } }, "output_type": "display_data" } @@ -567,11 +591,12 @@ "xx = 3.5 * np.random.rand(N, 1) - 1.5\n", "yy = 5 * np.random.rand(N, 1) - 2.5\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(xx,yy,s=40,color='red')\n", "for i in range(N):\n", " plt.plot(scat*np.cos(theta/180*np.pi)+xx[i],scat*np.sin(theta/180*np.pi)+yy[i],color='red')\n", "\n", - "plt.plot([-5,7],[0,0],':k')\n", + "#plt.plot([-5,7],[0,0],':k')\n", "\n", "plt.annotate('incoming\\nirradiance', xy=(-4.5,-2.3),ha='left',color='blue',fontsize=14)\n", "for i in range(6):\n", @@ -593,11 +618,18 @@ "plt.axis('off')\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -611,7 +643,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.3" }, "toc": { "nav_menu": {}, diff --git a/docs/02_efficiencies.ipynb b/docs/02_efficiencies.ipynb index 8d2afa1..a42cbbb 100644 --- a/docs/02_efficiencies.ipynb +++ b/docs/02_efficiencies.ipynb @@ -8,9 +8,7 @@ "\n", "**Scott Prahl**\n", "\n", - "**Jan 2022**\n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { @@ -18,26 +16,13 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import importlib.resources\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", + "import miepython\n", "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "%config InlineBackend.figure_format='retina'" ] }, { @@ -49,18 +34,21 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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OiEURsXNE7BQRO0TElwafPWs77u1r1lbquRJ4BLhJ0n8CL1UWusew9cm9fc3aSj1BYHF+rZlfZv1zb1+ztjJgEIiIMxqRERsl/Hxfs7ZSawC5X1Kjh29EHFhIjszMrGFqXQmc2bBcmJlZU/QbBCLit43MiJmZNV49t4iamdko5SBgZlZidQcBSeOLzIi1IHf8Mhv1BgwCkvaUdC9wf56fLunCwnNmzVfp+HWG7xI2G63q6Sx2DjCb/HjJiOiUVPOpYjZKuOOX2ahX11DSEdFdecB8tqqY7FhLcccvs1GvniDQLWlPIPKzgk8A7is2W2Zm1gj1NAwfCxwHbA48CczI82Zm1ubquRJQRHyg8JyYmVnD1XMl8DtJv5Z0dH5WsJmZjRIDBoGIeBNwKrA9cJekayQdUXjOzMyscHV1FouIOyPi08BuwNPA9wrNlY0sd/oys37U86D59YD3AIcB2wBXk4KBtQs/7cvM+lFPw3An8DPgSxHhn5LtyJ2+zKwf9QSBN0ZEvw+XsTbgTl9m1o9+2wQknZsnfyHpNa/GZK+JnngCJLjiCpg1C8aPh+nT4f77Yd482HvvtGy33WDx4mbn1sxsSGpdCfwg/y3nE8Y6O9Pfiy5KdeobbgjvfS8cdVQ6+X/tazBxIrznPXD22XDuuc3MrZnZkNR6stj8PDkjIs6rXifpBGB0P3ls4UJYf/10JbDJJmnZfvvB5Zenq4GNNkrL9tkHlixJ0zfcAAsWwGc+05Qsm5kNVj23iH6oj2VHjXA+Wk9nJ8yZ0xMAIFX7HHxwTwCoLNt66zQ9a5YDgJm1lVptAodL+iWwda/2gBtJfQVGt4ULYY89Vl+2YEFqZK3W2Qk775ymDzwQurp6pk84Ie1j6lS480446CDYcku4cJiPY/B9/2Y2Qmq1CdwKLAE2Bs6qWr4SWFRkppruhRfg4Yd7Tu4ATz0F3d2rL+vuTssry+6/H6ZNS9NdXemkf9558PGPw2c/C9dcA8uWwaGHpmVD5fv+zWyE1GoTeBx4XNIHgD9GxF8BJK0DTAYea0gOm2FRjnEzZvQsW7gQ1loLtt9+9WXrrgvbbgsrV8Laa8Maa6TpCDj66J60xx+fGpKXLoX11hte/nzfv5mNkHraBK4EXq2aXwX8uJjstIjOTthuO5gwoWfZggWwww4wbtzq6aZPhzFj4J57egLEPffArrv2pOvqgt13T9N33w077ji8/FXu++9dNWVmNkj1BIFxEfG3ykyeXrO4LLWAY49NVTvVTjwx9Q+oduqpcMstabqrq+fk3tUFO+3Uk+6JJ2Dy5NemMzNrsnqCwDJJB1ZmJB0ELC8uS22qqytdKVSmK0Gguxu22GL1dA4CZtYiNNCIEJK2AX4IbAYI6AY+GBEPjXRmOjo6Yl7vX9tmZtYvSfMjomOo2w84dlBEPAzsIWndPP/8UA9mZmatpZ4B5JB0AOmhMmtLAiAivlRgvszMrAEGbBOQ9A3gUOCTpOqg9wJbFpyvcnInMDNrsHoahveMiA8Cz0TEGcBM4E0DbSRpC0k3SrpX0j15vCGrpdIJ7Iwzmp0TMyuJeqqD/pr//kXSZsBTwKZ1bPcK8JmIuEvSRGC+pOsi4t4h5nX0cycwM2uweoLALyVtAPwf4C4ggIsH2igilpCGnSAiVkq6D9gccBDojx/+YmYNVjMISBoDXB8RK4CfSroGWDsinh3MQSRtBewM3NHHumOAYwCmTJkymN2amdkw1WwTiIhXgQuq5l8aQgBYF/gp8KmIeK6PY8yNiI6I6Jg0adJgdm1mZsNUT8Pw9ZL+WZV7QwdB0hqkAPDDiLhq0LkzM7NC1RMEPkoaMO4lSc9JWinpNb/oe8tB41vAfRFx9jDzaWZmBaj1UJm35slJETEmItaMiPUiYmJE1DMW8luBI4FZkhbm17tGItNmZjYyal0JnJ//3jqUHUfELRGhiNgpImbk1/8byr7amjuAmVkLq3V30MuS5gKTJZ3fe2VEHF9ctkYRPwXMzFpYrSAwB9gXmA3Mb0x2RiF3ADOzFlbr8ZLLgcsl3RcRnQ3M0+jiDmBm1sLquTvoRUnXS7obQNJOkk4tOF9mZtYA9QSBi4FTgJcBImIRcFiRmTIzs8aoJwiMj4g7ey17pYjMmJlZY9UTBJbnR0wGgKRDyAPDmZlZe6tnFNHjgLnANElPAo8CHyg0V2Zm1hADXglExCMRsS8wCZgG7APsVXTG2oI7gplZm+v3SkDSeqSrgM2BnwO/yfOfARYBP2xEBluaO4KZWZurVR30A+AZ4DbgI8AXSM8Yfk9ELCw+a23AHcHMrM3VCgJvjIgdASRdQmoMnhIRf62xTbm4I5iZtblabQIvVyYiYhXwhAOAmdnoUutKYHrVcwMErJPnBUSdw0mbmVkLqzV20NhGZsTMzBqvns5iZmY2SjkImJmVmIOAmVmJOQj0x72BzawE6hk7qJzcG9jMSsBBoD/uDWxmJeDqoH48scVMdO2vuGLxTGbNgvHjYfp0uP9+mDcP9t47LdttN1i8uNm5NTMbmpYKAg8+2DpV8J35qcoXXZQuBu64A156CY46Ck46Cb72tZTX5cvh7LObmlUzsyFrqeqg555LVfGtUAW/cCGsvz5ccQVssklatt9+cPnl6Wpgo43Ssn32gSV+xI6ZtamWuhJYb73WqYLv7IQ5c3oCAKRqn4MP7gkAlWVbb/3a7VetKj6PZmbD1VJBYLvt0sCcrWDhQthjj9WXLVjw2vx1dsLOO6fpAw+Ej38cdt0VvvOdVL11wAGwyy6pDWHp0oZk3cysbi0VBFrFCy/Aww/3nNwBnnoKurtXX9bdnZZXlnV1wdSp8Pvfw5FHpoDwzW/C/Pnw/vfD3LmNfR9mZgNpqTaBVrFoUfo7Y0bPsoULYa21YPvtV1+27rqw7bawcmWqAjrhhLTuZz+De+5JVUrQ06hsZtZKHAT60NmZqqYmTOhZtmAB7LADjBu3errp02HMmHTC33PPnnVdXXDWWXD44Y3Lt5nZYLk6qA/HHpvuAKp24ompf0C1U0+FW25J011dsOOOPeve8IaeDsfQc3VhZtZKyhsERnhsoN5B4F/+BVasgGnT0tXCpZeOyGHMzEZUW1QH3XZb6j9w2mkjePfQCI8NdP75q89PmJDaBczMWllbBIFCxnLz2EBmZu0RBAo5X8+c2Rpdk83MmqiwICDp28AcYGlE7DCcffl8bWZWjCIbhr8L7F/g/s3MbJgKCwIRcTPwdFH7NzOz4Wv6LaKSjpE0T9K8ZcuWNTs7Zmal0vQgEBFzI6IjIjomrVjROg8UMDMrgaYHgdVUHihgZmYN0VpBoJUeKGBmVgKFBQFJPwJuA6ZKekLS0QNu1EoPFDAzK4HC+glEhMfPNDNrca1VHWRmZg01uoPACI8UamY22rR1EBjwHF8Zec53HJmZ9aktBpDrz4Cji3qkUDOzmto6CAx4jvfIc2ZmNbV1EPA53sxseNq6TcDMzIbHQcDMrMQcBMzMSsxBwMysxNojCLjTl5lZIdrj7qABOwSYmdlQtEcQcKcvM7NCtEcQcIcAM7NCtEebgJmZFcJBwMysxBwEzMxKzEHAzKzEHATMzErMQcDMrMTaOwi4J7GZ2bC0Rz+B/rgnsZnZsLR3EHBPYjOzYWnvIOCexGZmw9LebQJmZjYsDgJmZiXmIGBmVmIOAmZmJeYgYGZWYqM6CLgvmZlZbe19i+gA3JfMzKy2UX0lcNppMHt2333JfJVgZjbKg0ClL9nMma9dV7lKOOOMvrd1kDCzMhjV1UG1DDTihKuSzKwMRvWVQC21rhKgdlVSha8WRr92/YzbNd/WeIUGAUn7S3pA0kOSTi7yWCNtoCABA1cpweC+jPWmHewXfKgnhKFsNxInn+HuYyRPgPV8xkNR9Em6qHz3p1lBp5WCXSvlZVAiopAXMBZ4GHgjsCbQCby51ja77LJLtJNbb42YPTv97c/s2RGQ/g6k3rSD2edQ0g9nu6EeayT3MRJ5qKjnMx6KkcxjX4rKd3+Kfj+tdtxWygswL4Zzrh7OxjV3DDOBa6vmTwFOqbVNuwWBegzmy1hv2sF+wYd6QhjKdiNx8hnuPhp9AhyKdsjjYDTr/bRSOTYrL8MNAkr7GHmSDgH2j4gP5/kjgd0j4hO90h0DHJNndwDuLiRD7WdjYHmzM9ECXA49XBY9XBY9pkbExKFu3PS7gyJiLjAXQNK8iOhocpZagssicTn0cFn0cFn0kDRvONsX2TD8JLBF1fzkvMzMzFpEkUHg98B2kraWtCZwGPCLAo9nZmaDVFh1UES8IukTwLWkO4W+HRH3DLDZ3KLy04ZcFonLoYfLoofLosewyqKwhmEzM2t9pe0xbGZmDgJmZqXWsCAgaW1Jd0rqlHSPpDPy8q0l3ZGHlrgiNyIjaa08/1Bev1Wj8tooksZKWiDpmjxfyrKQ9JikLkkLK7e7SdpQ0nWSHsx/X5eXS9L5uSwWSXpLc3M/siRtIOknku6XdJ+kmWUsC0lT8/9D5fWcpE+VsSwAJP2vfN68W9KP8vl0RM4XjbwSeAmYFRHTgRnA/pL2AL4OnBMR2wLPAEfn9EcDz+Tl5+R0o80JwH1V82Uui3+MiBlV936fDFwfEdsB1+d5gHcC2+XXMcBFDc9psc4DfhUR04DppP+P0pVFRDyQ/x9mALsAfwGupoRlIWlz4HigIyJ2IN1ocxgjdb4YTnfjob6A8cBdwO6kXn/jotdQE6S7imbm6XE5nZqR34LKYDLpn3gWcA2gEpfFY8DGvZY9AGyapzcFHsjT3wQO7ytdu7+A9YFHe3+2ZSyLXu//HcDvyloWwOZAN7Bh/v5fA8weqfNFQ9sEcvXHQmApcB1pgLkVEfFKTvIE6Q1Dzxsnr38W2KiR+S3YucBJwKt5fiPKWxYB/FrS/DyMCMAmEbEkT/8J2CRP/70ssupyandbA8uA7+RqwkskTaCcZVHtMOBHebp0ZRERTwJnAouBJaTv/3xG6HzR0CAQEas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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -79,15 +67,16 @@ "ag_mre = ag[1:N,1]\n", "ag_mim = ag[N+1:,1]\n", "\n", - "plt.scatter(ag_lam*1000,ag_mre,s=2,color='blue')\n", - "plt.scatter(ag_lam*1000,ag_mim,s=2,color='red')\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.plot(ag_lam*1000,ag_mre,color='blue')\n", + "plt.plot(ag_lam*1000,ag_mim,color='red')\n", "plt.xlim(300,800)\n", "plt.ylim(0,5)\n", "\n", "plt.xlabel('Wavelength (nm)')\n", "plt.ylabel('Refractive Index')\n", - "plt.text(350, 1.2, '$m_{re}$', color='blue', fontsize=14)\n", - "plt.text(350, 2.2, '$m_{im}$', color='red', fontsize=14)\n", + "plt.text(350, 0.2, '$m_{re}$', color='blue', fontsize=14)\n", + "plt.text(350, 1.2, '$m_{im}$', color='red', fontsize=14)\n", "\n", "plt.title('Complex Refractive Index of Silver')\n", "\n", @@ -148,18 +137,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 704 + } }, "output_type": "display_data" } @@ -176,16 +168,19 @@ "scatt = qsca * geometric_cross_section\n", "extinct = qext * geometric_cross_section\n", "\n", - "plt.plot(ag_lam*1000,absorb,color='blue')\n", - "plt.plot(ag_lam*1000,scatt,color='red')\n", - "plt.plot(ag_lam*1000,extinct,color='green')\n", - "plt.text(350, 0.35,'$\\sigma_{abs}$', color='blue', fontsize=14)\n", - "plt.text(350, 0.54,'$\\sigma_{sca}$', color='red', fontsize=14)\n", - "plt.text(350, 0.84,'$\\sigma_{ext}$', color='green', fontsize=14)\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.plot(ag_lam*1000, absorb, 'ob', markersize=3)\n", + "plt.plot(ag_lam*1000, absorb, lw=0.5, color='blue')\n", + "plt.plot(ag_lam*1000, scatt, 'xr', markersize=3)\n", + "plt.plot(ag_lam*1000, scatt, lw=0.5, color='red')\n", + "plt.plot(ag_lam*1000, extinct, lw=0.5, color='purple')\n", + "plt.text(350, 0.20, r'$\\sigma_{abs}$', color='blue', fontsize=14)\n", + "plt.text(350, 0.60, r'$\\sigma_{sca}$', color='red', fontsize=14)\n", + "plt.text(330, 1.00, r'$\\sigma_{ext}$', color='purple', fontsize=14)\n", "\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Cross Section (microns²)\")\n", - "plt.title(\"Cross Sections for %.1f$\\mu$m Silver Spheres\" % (r*2))\n", + "plt.title(r\"Cross Sections for %.0fnm Silver Spheres\" % (r*2*1000))\n", "\n", "plt.xlim(300,800)\n", "plt.show()" @@ -282,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "hidden": true }, @@ -291,15 +286,15 @@ "name": "stdout", "output_type": "stream", "text": [ - " unpolarized = 0.09847897663825851\n", - " |s1[-180]|**2 = 0.09847897663825851\n", - " |s2[-180]|**2 = 0.09847897663825851\n", - " |s1[ 180]|**2 = 0.09847897663825851\n", - " |s2[ 180]|**2 = 0.09847897663825851\n", + " unpolarized = 0.09847897663825855\n", + " |s1[-180]|**2 = 0.09847897663825854\n", + " |s2[-180]|**2 = 0.09847897663825854\n", + " |s1[ 180]|**2 = 0.09847897663825854\n", + " |s2[ 180]|**2 = 0.09847897663825854\n", "\n", " Csca = 0.0011392154570613175\n", " Cback = 0.0014098056923279032\n", - "4*pi*Csca*p(180) = 0.0014098056925207429\n" + "4*pi*Csca*p(180) = 0.0014098056925207435\n" ] } ], @@ -367,18 +362,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 704 + } }, "output_type": "display_data" } @@ -390,15 +388,16 @@ "m = ag_mre - 1.0j * ag_mim\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(ag_lam*1000,qext - qsca,color='blue')\n", "plt.plot(ag_lam*1000,qsca,color='red')\n", "plt.plot(ag_lam*1000,qext,color='green')\n", - "plt.text(350, 1.2,'$Q_{abs}$', color='blue', fontsize=14)\n", - "plt.text(350, 1.9,'$Q_{sca}$', color='red', fontsize=14)\n", - "plt.text(350, 3.0,'$Q_{ext}$', color='green', fontsize=14)\n", + "plt.text(350, 0.6, r'$Q_{abs}$', color='blue', fontsize=14)\n", + "plt.text(350, 2.4, r'$Q_{sca}$', color='red', fontsize=14)\n", + "plt.text(320, 3.5, r'$Q_{ext}$', color='green', fontsize=14)\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Efficiency (-)\")\n", - "plt.title(\"Mie Efficiencies for %.1f$\\mu$m Silver Spheres\" % (r*2))\n", + "plt.title(\"Mie Efficiencies for %.0fnm Silver Spheres\" % (r*2*1000))\n", "plt.xlim(300,800)\n", "plt.show()" ] @@ -436,18 +435,21 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 707 + } }, "output_type": "display_data" } @@ -460,10 +462,12 @@ "qext, qsca, qback, g = miepython.mie(m,x)\n", "qpr = qext - g*qsca\n", "\n", - "plt.plot(ag_lam*1000,qpr,color='blue')\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.plot(ag_lam*1000, qpr, color='blue', lw=0.5)\n", + "plt.plot(ag_lam*1000, qpr, 'xb', markersize=4)\n", "plt.xlabel(\"Wavelength (nm)\")\n", "plt.ylabel(\"Efficiency $Q_{pr}$ (-)\")\n", - "plt.title(\"Radiation Pressure Efficiency for %.1f$\\mu$m Silver Spheres\" % (r*2))\n", + "plt.title(\"Radiation Pressure Efficiency for %.0fnm Silver Spheres\" % (r*2*1000))\n", "plt.xlim(300,800)\n", "plt.ylim(1,2.5)\n", "plt.show()" @@ -480,24 +484,29 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 692 + } }, "output_type": "display_data" } ], "source": [ - "x = np.linspace(0.1,4,50)\n", + "x = np.linspace(0.1,4,499)\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "\n", "m = 3.41-1.94j\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", @@ -526,7 +535,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -540,7 +549,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/03_angular_scattering.ipynb b/docs/03_angular_scattering.ipynb index 29ba3c5..3545899 100644 --- a/docs/03_angular_scattering.ipynb +++ b/docs/03_angular_scattering.ipynb @@ -2,15 +2,21 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "# Mie Scattering Function\n", "\n", "**Scott Prahl**\n", "\n", - "**April 2021**\n", + "**May 2024**\n", "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "Mie scattering describes the special case of the interaction of light passing through a non-absorbing medium with a single embedded spherical object. The sphere itself can be non-absorbing, moderately absorbing, or perfectly absorbing." ] }, { @@ -18,45 +24,66 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", + "import miepython\n", "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "%config InlineBackend.figure_format = 'retina'" ] }, { - "cell_type": "markdown", - "metadata": {}, + "cell_type": "code", + "execution_count": 7, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on function mie in module miepython.miepython:\n", + "\n", + "mie(m, x)\n", + " Calculate the efficiencies for a sphere where m or x may be arrays.\n", + "\n", + " Args:\n", + " m: the complex index of refraction of the sphere\n", + " x: the size parameter of the sphere\n", + "\n", + " Returns:\n", + " qext: the total extinction efficiency\n", + " qsca: the scattering efficiency\n", + " qback: the backscatter efficiency\n", + " g: the average cosine of the scattering phase function\n", + "\n" + ] + } + ], "source": [ - "Mie scattering describes the special case of the interaction of light passing through a non-absorbing medium with a single embedded spherical object. The sphere itself can be non-absorbing, moderately absorbing, or perfectly absorbing." + "help(miepython.mie)" ] }, { "cell_type": "markdown", "metadata": { - "heading_collapsed": true + "editable": true, + "heading_collapsed": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] }, "source": [ "## Goals for this notebook:\n", "\n", "* show how to plot the phase function\n", "* explain the units for the scattering phase function\n", - "* describe normalization of the phase function\n", "* show a few examples from classic Mie texts\n" ] }, @@ -77,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": { "hidden": true, "tags": [] @@ -85,44 +112,52 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 330, + "width": 640 + } }, "output_type": "display_data" } ], "source": [ + "fs = 10 # fontsize\n", "t = np.linspace(0,2*np.pi,100)\n", "xx = np.cos(t)\n", "yy = np.sin(t)\n", - "fig,ax=plt.subplots(figsize=(10,8))\n", - "plt.axes().set_aspect('equal')\n", - "plt.plot(xx,yy)\n", - "plt.plot([-5,7],[0,0],'--k')\n", "\n", - "plt.annotate('incoming irradiance', xy=(-4.5,-2.3),ha='left',color='blue',fontsize=14)\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.gca().set_aspect('equal')\n", + "plt.plot(xx,yy, color='green')\n", + "plt.axhline(0, color='black', lw=0.5)\n", + "\n", + "plt.annotate('incoming irradiance', xy=(-4.5,-2.3),ha='left',color='blue',fontsize=fs)\n", "for i in range(6):\n", " y0 = i -2.5\n", " plt.annotate('',xy=(-1.5,y0),xytext=(-5,y0),arrowprops=dict(arrowstyle=\"->\",color='blue'))\n", "\n", - "plt.annotate('unscattered irradiance', xy=(3,-2.3),ha='left',color='blue',fontsize=14)\n", + "plt.annotate('unscattered irradiance', xy=(3,-2.3),ha='left',color='blue',fontsize=fs)\n", "for i in range(6):\n", " y0 = i -2.5\n", " plt.annotate('',xy=(7,y0),xytext=(3,y0),arrowprops=dict(arrowstyle=\"->\",color='blue',ls=':'))\n", "\n", - "plt.annotate('scattered\\nspherical\\nwave', xy=(0,1.5),ha='left',color='red',fontsize=16)\n", - "plt.annotate('',xy=(2.5,2.5),xytext=(0,0),arrowprops=dict(arrowstyle=\"->\",color='red'))\n", - "plt.annotate(r'$\\theta$',xy=(2,0.7),color='red',fontsize=14)\n", + "#plt.text(0, 1.5, 'scattered\\nspherical\\nwave', ha='left', color='red', fontsize=fs)\n", + "plt.annotate('',xy=(2.5,2.5),xytext=(0,0),arrowprops=dict(arrowstyle=\"->\",color='black', lw=0.5))\n", + "plt.annotate(r'$\\theta$',xy=(2,0.7),color='red',fontsize=fs)\n", "plt.annotate('',xy=(2,2),xytext=(2.7,0),arrowprops=dict(connectionstyle=\"arc3,rad=0.2\", arrowstyle=\"<->\",color='red'))\n", - "\n", + "plt.text(0,-0.4,'$m_{re}-j m_{im}$',ha='center', color='green',fontsize=fs)\n", + "plt.text(1,-1.8,'$n_{environment}$',ha='center',color='blue',fontsize=fs)\n", "plt.xlim(-5,7)\n", "plt.ylim(-3,3)\n", "plt.axis('off')\n", + "#plt.savefig('mie-diagram1.png', dpi=300, transparent=True)\n", + "#plt.savefig('mie-diagram1.svg')\n", "plt.show()" ] }, @@ -135,26 +170,29 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 330, + "width": 640 + } }, "output_type": "display_data" } ], "source": [ - "fig,ax=plt.subplots(figsize=(10,8))\n", - "plt.axes().set_aspect('equal')\n", - "plt.scatter([0],[0],s=30)\n", + "fs = 10 # fontsize\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.gca().set_aspect('equal')\n", "\n", "m = 1.5\n", "x = np.pi/3\n", @@ -164,30 +202,34 @@ "mu = np.cos(theta_r)\n", "scat = 15 * miepython.i_unpolarized(m,x,mu)\n", "\n", - "plt.plot(scat*np.cos(theta/180*np.pi),scat*np.sin(theta/180*np.pi))\n", + "plt.plot(scat*np.cos(theta/180*np.pi),scat*np.sin(theta/180*np.pi), color='red')\n", "for i in range(12):\n", " ii = i*15\n", " xx = scat[ii]*np.cos(theta_r[ii])\n", " yy = scat[ii]*np.sin(theta_r[ii])\n", "# print(xx,yy)\n", - " plt.annotate('',xy=(xx,yy),xytext=(0,0),arrowprops=dict(arrowstyle=\"->\",color='red'))\n", + " plt.annotate('',xy=(xx,yy),xytext=(0,0),arrowprops=dict(arrowstyle=\"->\",color='black'))\n", " \n", "\n", - "plt.annotate('incident irradiance', xy=(-4.5,-2.3),ha='left',color='blue',fontsize=14)\n", + "plt.annotate('incident irradiance', xy=(-4.5,-2.3),ha='left',color='blue',fontsize=fs)\n", "for i in range(6):\n", " y0 = i -2.5\n", " plt.annotate('',xy=(-1.5,y0),xytext=(-5,y0),arrowprops=dict(arrowstyle=\"->\",color='blue'))\n", "\n", - "plt.annotate('unscattered irradiance', xy=(3,-2.3),ha='left',color='blue',fontsize=14)\n", + "plt.annotate('unscattered irradiance', xy=(3,-2.3),ha='left',color='blue',fontsize=fs)\n", "for i in range(6):\n", " y0 = i -2.5\n", " plt.annotate('',xy=(7,y0),xytext=(3,y0),arrowprops=dict(arrowstyle=\"->\",color='blue',ls=':'))\n", "\n", - "plt.annotate('scattered\\nspherical wave', xy=(0,1.5),ha='left',color='red',fontsize=16)\n", + "plt.annotate('scattered\\nspherical wave', xy=(1,1.5), ha='center', color='red', fontsize=fs)\n", + "plt.plot([0],[0], 'ok', markersize=10)\n", "\n", "plt.xlim(-5,7)\n", "plt.ylim(-3,3)\n", - "#plt.axis('off')\n", + "plt.axis('off')\n", + "#plt.savefig('mie-diagram2.png', dpi=300, transparent=True)\n", + "#plt.savefig('mie-diagram2.svg')\n", + "\n", "plt.show()" ] }, @@ -227,20 +269,23 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "hidden": true }, "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 446, + "width": 789 + } }, "output_type": "display_data" } @@ -248,23 +293,28 @@ "source": [ "m = 1.5\n", "x = np.pi/3\n", - "theta = np.linspace(-180,180,180)\n", - "mu = np.cos(theta/180*np.pi)\n", - "scat = miepython.i_unpolarized(m,x,mu)\n", + "theta = np.linspace(-180, 180, 180)\n", + "mu = np.cos(theta / 180 * np.pi)\n", + "scat = miepython.i_unpolarized(m, x, mu)\n", + "\n", + "plt.figure(figsize=(8, 4.5))\n", + "plt.suptitle(r\"m=1.5, Sphere Diameter = $\\lambda$/3\")\n", "\n", - "fig,ax = plt.subplots(1,2,figsize=(12,5))\n", - "ax=plt.subplot(121, projection='polar')\n", - "ax.plot(theta/180*np.pi,scat)\n", - "ax.set_rticks([0.05, 0.1,0.15]) \n", - "ax.set_title(\"m=1.5, Sphere Diameter = $\\lambda$/3\")\n", + "#fig, ax = plt.subplots(subplot_kw={'projection': 'polar'})\n", + "plt.subplot(121, projection='polar')\n", + "plt.plot(np.radians(theta), scat)\n", + "plt.gca().set_rticks([0.05, 0.1, 0.15])\n", + "plt.gca().set_yticklabels([]) # omit radial labels\n", "\n", + "# Cartesian plot\n", "plt.subplot(122)\n", - "plt.plot(theta,scat)\n", + "plt.plot(theta, scat)\n", "plt.xlabel('Exit Angle [degrees]')\n", "plt.ylabel('Unpolarized Scattered light [1/sr]')\n", - "plt.title('m=1.5, Sphere Diameter = $\\lambda$/3')\n", - "plt.ylim(0.00,0.2)\n", + "plt.yticks([0,0.05,0.1,0.15])\n", + "plt.ylim(0.00, 0.2)\n", "\n", + "plt.tight_layout()\n", "plt.show()" ] }, @@ -277,20 +327,23 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "hidden": true }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 446, + "width": 787 + } }, "output_type": "display_data" } @@ -305,23 +358,29 @@ "\n", "Ipar, Iper = miepython.ez_intensities(m, d, lambda0, mu)\n", "\n", - "fig,ax = plt.subplots(1,2,figsize=(12,5))\n", - "ax=plt.subplot(121, projection='polar')\n", - "ax.plot(theta/180*np.pi,Ipar)\n", - "ax.plot(theta/180*np.pi,Iper)\n", + "plt.figure(figsize=(8, 4.5))\n", + "plt.suptitle(r\"m=%.2f, Sphere Diameter = %.0fnm, $\\lambda$=%.1f nm\" % (m, d, lambda0))\n", "\n", - "ax.set_rticks([0.05, 0.1, 0.15, 0.20]) \n", - "plt.title(\"m=%.2f, Sphere Diameter = %.0f nm, $\\lambda$=%.1f nm\" % (m, d, lambda0))\n", + "plt.subplot(121, projection='polar')\n", + "plt.plot(np.radians(theta), Ipar, color='blue')\n", + "plt.text(0.3, 0.12, r'$I_\\parallel$', fontsize=12, color='blue')\n", + "plt.plot(np.radians(theta), Iper, color='red')\n", + "plt.text(1.5, 0.10, r'$I_\\perp$', fontsize=12, color='red')\n", + "plt.gca().set_rticks([0.05, 0.1, 0.15, 0.20]) \n", + "plt.gca().set_yticklabels([])\n", + "plt.gca().set_xticklabels([])\n", "\n", "plt.subplot(122)\n", - "plt.plot(theta,Ipar)\n", - "plt.plot(theta,Iper)\n", + "plt.plot(theta, Ipar, color='blue')\n", + "plt.text(40, 0.12, r'$I_\\parallel$', fontsize=12, color='blue')\n", + "plt.plot(theta, Iper, color='red')\n", + "plt.text(55, 0.15, r'$I_\\perp$', fontsize=12, color='red')\n", "\n", "plt.xlabel('Exit Angle [degrees]')\n", - "plt.ylabel('Unpolarized Scattered light [1/sr]')\n", - "plt.title(\"m=%.2f, Sphere Diameter = %.0f nm, $\\lambda$=%.1f nm\" % (m, d, lambda0))\n", + "plt.ylabel('Scattered light [1/sr]')\n", "plt.ylim(0.00,0.2)\n", "\n", + "plt.tight_layout()\n", "plt.show()" ] }, @@ -337,18 +396,21 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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JV69eAQBWrlyJpk2bYvDgwZnu98GDB+jQoYP4uaxQKNCwYUPUqVMHJiYmePnyJby9vREdHY1Xr16hU6dO+Oeff9CuXTuxDQsLC0ycOBHAx+/ctFFrbm5uMDc3V9tn+fLl1cqmTZuGlStXitvW1tZo3rw5ypUrh4SEBNy8eRP37t2DIAjYunUrXr16BXd392ynDAwPD0eXLl0QHBwMIyMjtGnTBpUqVUJ0dDSuXr2a5X0LG7m/XwMCAiSfR40aNdJq/w8ePPik/RIRERVrsqY2iIiICiGonKVmYGAglC9fXrh06ZKkTkpKivDtt9+K9aysrIT58+cLAARnZ2fh+fPnkvoRERFCu3btxPrOzs6Z7j88PFyYOHFirl5Wrlyp9XEoCCMXEhIShMePHwsbNmwQqlatKsZSunRpISgoKMP7XLt2TRJ3XFxctvuJjY2V3MfHxye3H0qGVM9+BSDUr19f2Lt3rxAdHZ2jdtO/ho2MjDI82/rq1auSM5sdHBwyXNBSEKRniRsaGgq6urrCb7/9pjZ6JDg4WKhbt65Yt127dpnGGRoaKpQpU0as+8UXXwgvXrxQq/f69Wuhb9++Yr169eoJKSkpavVUz25OO0vczs4uwzOh087OFgRBmDt3ruS1tX//frUFzgXh4wLMqmc979+/P9PHpon077FSpUoJK1asEF69epWjdrMbuaCpwYMHi+2UKVNG7XNNEOQ7doKg/ciF+vXri/UdHR3F8sTERGHEiBGCp6enkJSUlOF9ExIShGXLlgl6enriZ35W71PV51VPT0+wtLQUjhw5kmG7qr766ivB3d0908+tlJQUYdu2beKCtvr6+sKzZ88yjUP1/W1gYCBYWFgIx44dU6u3atUqSby//vqr+F5LP1ooISFB+PLLL8X6VapUyXQ0SmxsrFCrVi3JyIiAgAC1epGRkZJRRmXLlhUiIiKyfUyaLui8ZcsW8T5mZmbC+vXrMxyZcO7cOckolsxGh6h+dqe9JgYMGCC8e/dOUi81NTXT11R2du3aleu/BR49evRJsaSR+/t1//79ks8kTfj7+0v2//btW632qXpfjlwgIqLiiMkFIiIiLan+I2lsbCzcv38/w3qpqamSThMAQp06dTLtnA0ODhY7IRQKRaYdiNpO/6DJpW3btlofBzmSCyEhIdk+FkdHxww7OdN4eHiIdS0sLDTet7m5uXi/f//9NzceTrY+fPggVK5cWe0x6uvrC46OjsKECROErVu3Cg8fPtSq3fTt7du3L9O6AQEBkumZ/vjjjwzrpZ9KZ+PGjZm2effuXUGhUGT7Wh85cqTY3ujRo7N8TCkpKZIEXUaPKf17x8TEJMOOzPT3SUtEmJubCw8ePMiy/tmzZ8X2a9WqleMpfvr06aP2fCkUCsHBwUEYOnSosGrVKuHatWuZTgGWkdxILixatEhsw9DQULhy5YpaHbmPnTbJhZMnT0qO8ffff/9J+/z555/FNrKayiz985ndtGPa2rdvn9j+d999l2k91Y54hUIhnDt3LtO6Li4ukrhtbW0z7YiNjo4WrK2txbpXr17NsN5PP/0k1unSpUu2r2M3Nzex/s8//5ztY9IkuRAVFSVYWVkJwMekY3bPxf3798Wpo6ytrYXY2Fi1OukTw507d84wqZYTqu/j3LrktHNc7u/XdevWie3Ur19fo/uEh4dLjkFOvk+ZXCAiouKICzoTERHlwPjx4zOdpkRHRweurq6SsqVLl8LIyCjD+nZ2dmjZsiUAQBAE3LhxI3eDLeKMjIywYsUK+Pj4oGLFipnWi4mJEa9rM8WQal3VNvKSlZUV/vvvP9SrV09SnpycDF9fX6xbtw4jR45EzZo1Ua5cOUybNg1PnjzRah+fffZZltO31KhRA9OmTRO3N2/enG2b9erVw9ixYzO9vW7dunB0dASQ+Wv93bt32LNnD4CPU9T8/vvvWe5TV1cXS5YsEbfT7puVSZMmoUaNGlnWWbVqFVJTUwF8nF6mZs2aWdZv3749XFxcAHycYuPmzZvZxpGV3bt3q32OCIKAgIAA7Nq1C1OnTkWzZs1QokQJfPnllzh//nyO9qeJI0eOYO7cueL2li1b0Lx5c7V6ch87TR07dgxDhgwRtw0MDDBhwoRPamvEiBHi9TNnzmh0H1dXV3z22WeftL/MDBgwAGZmZlrF0adPH8lUQ+ml/5yYPXs2SpUqlWFdMzMzdO/eXdz29fVVq5OcnIy1a9cC+Ph9uWHDhgynslO1dOlScfotTd7jmti6dSsiIiIAfFwAOLvnolatWhg2bBiAj1Me/fvvv9nuY+XKldlOn1QUyP39+in7T18vv77fiYiIigquuUBERJQD/fv3z/J21XnLjY2N0bVr12zre3t7AwACAwMzrFO5cmUIgqBlpEWDmZmZOK82AERHRyMwMBC+vr5ISEjA9OnTsXPnTmzatEnsvE4vISFBvG5gYKDxvg0NDcXr8fHxnxD9p6levTpu3LiB7du3Y/369Zl2uIaGhmLlypX4448/MGPGDCxcuFCjziw3N7ds6wwbNgyLFy8GANy+fRsfPnxAiRIlMq2fvjM8I40aNRLXdAgKClK7/cyZM0hMTAQA9OjRQ+wozUqzZs1gYmKCuLg4XLx4Mdv6n3/+ebZ1PDw8tKoPfOwkP3XqFADg4sWLGs07nhlTU1McOHAA//33H1asWIEzZ84gJSVFrV5MTAz27t2LvXv3olevXti+fXuWz9GnunXrFoYOHSp+Bv3www+Zzqcv97FLH0tYWJikLCIiAr6+vnj06JGk/Pfff4ednV2G7SiVSty4cQO3bt3CixcvEBUVheTk5Azr3rp1S6PYND026d29exd+fn4ICgpCVFSU+H5Jk9YJf/fuXSiVymw/D7T5PgOAfv36aVw/o++z69ev4+3btwCAFi1aoFKlSlm2BwDlypVDzZo18eDBA9y7dw8RERGwsrLK9n5Z+dTX6caNGwF8fJ1mdSzq16+fJ2ulbN++Hdu3b8/1dnNC7u/XT9m/6r5zun8iIqLiiMkFIiKiHKhTp06Wt6t27tWoUSPbszJV66ctYEv/Y2VlJZ7pqur9+/f45ZdfsHz5cty6dQtt2rTBiRMn0KlTJ7W6qiNHkpKSNN63asddbi+qnB19fX2MGTMGY8aMQWBgILy8vHD16lX4+fnhzp07kseRnJyMJUuW4MWLF9ixY0e2bWd0xnl69vb2sLa2Fhcdv3XrVpZnOKcfaZERa2tr8XpkZKTa7VeuXBGvP3r0CJMmTcq2TeB/HaofPnxAbGwsTE1NM6ynr6+fbZzh4eGSjufff/89w0WL07t//754PSQkRJOws9WpUyd06tQJ4eHhOH/+PC5fvgw/Pz/4+fmpHb/jx4+jTZs2uHLlSoaL2X6q169fo1evXoiNjQXwsTN64cKFGdYtSMcO+HjmfEZnz6syNzfHqlWrJKMP0qSkpGDNmjVYsWIFXrx4odE+0yczMtOkSRON6qXZsWMHlixZopYUyUxycjIiIyOzTTZp831maWmZ4aLImdXP6PtM9T0eFham8Xs8bZSBIAh4+fJljpMLqnHs3LkTR48ezfY+qq+B7F6n2j6/hZnc36+fsv/0Sbn8/n4nIiIq7JhcICIiygFLS8ssb1dNJmRXN339zM6GJXUlS5bEL7/8AltbW0yfPh2JiYkYPHgwnjx5AgsLC0ld1TPgtTlDUbWuJmfR55UqVaqgSpUqYgdofHw8vLy8sHnzZhw5ckSst3PnTvTu3Tvbs4uzmkJKlZ2dHcLDwwF8nLIoK5q81vX19cXrGb3WX716JV7XpGM4Ix8+fMg0uVCiRIlsk32hoaGS7XXr1n1SDLnJ2toa/fr1E5/XtDPpd+/ejc2bN4uvU39/f/zwww9YvXp1ruw3ISEBffr0ETtSGzdujJ07d2aaMCiIxy49MzMzWFtbo379+ujYsSPc3Nwy7KhOTExEr169cPr0aa3aj46O1qheZlMLpScIAkaNGoVt27ZpFUdaLNklF/L7+0z1PR4QEICAgIBs20wvp6+RmJgYyfO0a9euXI9B0+e3KJD7+/VT9p++npzf70RERIVR0Z/4kYiIKA9pcibup9SlTzN16lTY29sD+NgBvnPnTrU6qmfMR0VFSaZRyExcXJykA6pkyZK5EG3uSJtu6/Dhwzh48CB0dXXF21atWpXt/U1MTDTaj2onfXadprnxWs9oNIO2Mpo+KI0mZ6fmdQy5QUdHB46Ojli1ahVu3LgBW1tb8TbVZENOjRo1CteuXQMAlC1bFsePH8/ytVPQjt28efMgCILkEh0djaCgIBw/fhxTpkzJ9Az4BQsWiIkFHR0dfPnllzh48CAePHiAyMhIJCUlSdpNo+n0dZqeKb1582ZJYqFHjx7YtWsX7t27hw8fPiAxMVESh+o0Q0qlMtv28/v7rCC8RvIjhuJ0Jrzc36+q+3/z5o1G93n9+rVkuyB9vxMRERUGHLlARERUyLx//x4//vhjrrZpb2+PqVOn5mqbctDR0UGHDh3w+PFjAMClS5fUptpwcHCQbD9//lytLL3g4OAs2ygoBgwYgJEjR4qLLl+5cgUpKSlZnqEfFxen0dQ5aVPhAMjVqXYyo5rMWLlypSyvT9UYrKys8vxM+pyqVasWfvvtN3ENhISEBPj6+uZ4seBFixbhr7/+AvCxo/TYsWPZTolT2I5dZhITE7FmzRpxe+fOnZmuMQFoPlrhU/z666/i9cWLF2P27NlZ1s/LWHKD6mvk66+/znbR9ryOAfg45ZImozIKgt27d+Pq1au52qZqgv5TyP39qnrft2/fIiEhQTJVUnb7L1myZLEaaUJERJQbmFwgIiIqZKKiovDHH3/kaptt27YtEskFQDrPd9o0PqosLS1RtmxZcdqWmzdvZtuZ4efnJ14vX7682lRLBUnXrl3F5EJycjLCw8NRpkyZTOsHBwdnO9c6IJ1X3MbGJueBZkM15rRkUX5TjSEiIgLv3r0r8B1P6ReNTz89kbYOHTokJjMVCgW2bduW6WLpqgrjscuIj48PYmJiAHxcSySrxALwsTM1L4SEhIjvgxIlSuC7777Lsn5UVFSBT+gUhPe4lZUVDA0NxXn3Hz9+jKZNm8oSi7bOnDmj0bo62hgwYECOkgtyf786ODhAR0cHSqVSXB8ou3WFVPefFwtvExERFXWcFomIiIiKFNXO1MymN1BdjNjLyyvbNs+fPy9eb9++/acHlw/Sn6VpaGiYZX3VxUwz8/jxYzFRo1Ao0KhRo08PUEPNmjUTr586dSrP95eRsmXLStak0HbOfTlo+/xn5ebNm3BzcxOn95k3bx4GDRqk0X0L47HLiOq6AJok4by9vfM8DgcHh2zXC7l48aLG0zLJRfU9fv78ebWFdT+VtlM2OTk5idfl+qwpSuT8fjUyMpIkE4ra9zsREVFBxOQCERFRIVO5cmW1ucNzetHkH/DCICkpSdKJmdlZiH369BGv79+/P8t56ePj43HgwIEM71sQ3bp1S7xubm6e6TzyaTRZwHT79u3i9QYNGmS7MGxucHFxETtQnzx5gpMnT+b5PjPSvXt38frKlSsLfIet6vMPaL5gd3qhoaHo1asX4uLiAACDBg3CvHnztGqjsB27jOjo/O/fpbRjkRmlUolNmzbJHgcArF+/Pk/iyE2tWrUSP59iYmLEEVc5pZpgy2gh6fR69OghXt+wYYNG6wQUBNu3b8/13wLOzs45jkvu71fVNlS/uzLy4sULnD17Nlf3T0REVNwwuUBEREQFVmRkJFJTUzWuP3fuXMkZvv369cuwXq9evVChQgUAH6dsWbx4caZtLly4EBEREQCASpUqSTqi8tq0adMQEBCgcf03b95g9erV4naXLl2yvY+3tzf279+f6e2PHz/GypUrxe3Ro0drHE9OlC9fHkOGDBG3x48fj5cvX2p0X6VSiXfv3uVKHN988424SPb169exYMECje+bfqFQba1YsQJnzpzRuH5KSopkPZYyZcqgYcOGWu83ISEBffr0wYsXLwAAjo6OkoWENSXnscstVatWFa+fP38+ywWAly9fjtu3b+dJHFWqVBHPyL937x6ePn2aad39+/fLlozThqGhIb7++mtxe/bs2bh7967G989swV7VRX01+cwYN26cmOR48eIFJkyYoHEiLCwsTKvvqOJA7u/XYcOGiWtpBAQE4M8//8y07nfffSc+fy1atEDjxo1zvH8iIqLihskFIiIikkXlypWhUCigUCgwf/78DOt4enqiTp06WL9+fZadxc+ePcPQoUOxbNkysWzIkCGoV69ehvUNDQ0lHZ0///wz1qxZI+lQUiqVWLVqFX755Rex7KeffoKBgUGmccyfP198TJUrV860nqb27t2L2rVro0ePHjh48KA493t6giDgn3/+QatWrcROWR0dHcycOTPbfRgYGGD48OHYvXu32m0+Pj7o1KmTeKa0vb09Ro0alYNHpJ0lS5agbNmyAD52Ejo6OuLvv/+GUqnMsP7Lly+xatUq1KxZM8uEiTaqVauGOXPmiNsLFizA8OHDxY739FJTU3HmzBm4ubnluKMq7fg3adIEa9asyXL9hHv37qFr166SZMTMmTMlZ7xrasSIEfDx8QEAVKhQAceOHYOxsbHW7ch57HJLo0aNxMWrIyMj4erqKklgAh8Xff7xxx/x/fffqy0QnFtsbGzEaYSUSiVcXV3VEo9KpRJ//PEHhg4dCl1d3WwXsi0IvvnmG3G6qejoaLRu3RqbN29GUlJShvXDw8Px559/okmTJli+fHmGdVQ/91XPis+MpaWlZDHpbdu2oWfPnnj48GGG9QVBwJUrVzBp0iRUqlQpyzPzi6O8+n51dnYWv1+HDx+eab3SpUtj+vTp4vaUKVPUXgdJSUn4/vvvsXfvXrFs6dKlGj0+IiIikuKCzkRERJStH3/8EcePH5eUpe/ozugM6Z9++gm9evXK0b4DAgIwYcIETJo0CdWrV0ft2rVRsmRJ6Ovr48OHD/D394e/v7/kPq1atcK6deuybHfkyJHw8vLCrl27kJqaiilTpmD16tVo3ry52Hn07Nkzsf6IESPg5uaWo8fyKZRKJdzd3eHu7g5dXV3UqVMH1atXh7W1NQRBwOvXr3H9+nW1M72XLVuGJk2aZNv+8uXLMXXqVAwdOhTz589HixYtYGBgAH9/f1y7dk2sZ2Jigp07d+Zrh2XZsmVx7NgxdOvWDWFhYQgNDYWrqytKly6NZs2aoUyZMlAqlQgPD8e9e/fw7NmzPJl6Z968eQgKChIXT92xYwd2796NRo0aoWbNmjAzM0NUVBSeP3+O27dvi+8N1TOoc8LPzw9+fn6YMmUKKleujHr16sHGxkZ8D9y5c0eto7lv376YPHmy1vt6/vw59u3bJ27b29tneeaxqm7duqFbt26SMrmPXU7p6Ohg4cKFGDlyJADgv//+Q40aNdCyZUtUqlQJ4eHh8PLyEhdP3rRpU7aLPn+qRYsWoXPnzlAqlbh58ybq1auHVq1aoWrVqoiJicGFCxfEBNTixYuxadOmPFtgOreYmZnh+PHj6NixIwIDAxEVFYWxY8dixowZaNGiBcqXLw+FQoH379/jwYMHCAgIEJOLqnP7q+rfvz82bNgA4OP0UH5+fmjcuDFMTEzEOl999RWqVasmbg8fPhzPnj3DwoULAQDu7u7w8PBA3bp1UbduXVhYWCA2NhYvX77EzZs3xbPtKWNyf7/OnTsXly5dwrlz5xAfH49BgwZh0aJFaNy4MRISEuDt7S1J1i5YsABt27bNss3jx49LRoZlZPTo0TAzM5OU9erVCz/99NOnPxgiIqKCTiAiIiKtABAv2fH09BTrtm3bNtv68+bNE+vPmzcv58HmkmHDhkket6aXbdu2ZdpmpUqVsn2sHh4eWu3PwMBAmDVrlhAXF6fR40pMTBQmTZokKBSKTNtUKBTClClThKSkpGzb+/HHH8X7Va1aVaMYsjJhwgShRIkSWh2DChUqCH///XeW7aZ/Dc+bNy/LY2Brayt4enpm2Wbbtm3F+tnVTdunpq/1oKAgoUOHDhofgzJlygj//vuvWjuBgYFinUqVKmUbY3pr1qzR+PlQKBRCr169tN6Hqk2bNglVqlTR6vk3NjYWfvrpJyE5OTnTdlXfz+nfo6rHSNtLVs9jfh87QZC+JnP6eTp79uwsYzYyMhLWr18vCIJm3xGa1MnI+vXrBT09vUzj0NHREX788UdBqVRKPmMDAwMzbE+TOmm0ff9s27ZNrD9s2LAs64aHhwuurq5Zfg6pXqysrITt27dn2t6QIUOyvH9mn1H79+8XypUrp/Fr3snJSUhISFBrp6B+l+en3P5+VX0/Z/d6EgRBiIiIEAYOHJjl86evry8sXrxYo8ej+nrW5qJJrERERIUZRy4QERFRgdW1a1eEhITg9OnTuHr1Ku7evYvAwEBEREQgNTUV5ubmKF26NBo0aIC2bdti0KBBWp3xbGBggDVr1mDo0KHYunUrvLy8xDm6y5cvD2dnZ4waNQqOjo4atac6X/gXX3yh3YPNwB9//IFVq1bhypUruHDhAq5fv46AgACEhoYiOjoaenp6sLCwQKVKldCwYUN0794dXbt2zXJqiYzMnz8fXbt2xcaNG3HhwgW8evUK+vr6qFatGvr27YtJkyZluzB0XqpUqRLOnDmDK1eu4ODBg/D29kZISAg+fPgAPT09WFtbw97eHk2bNkXnzp3h7OwsLgadmyZNmoRhw4Zh165d+O+//3D79m28e/cOCQkJMDc3R4UKFVCnTh04OzujW7dusLOzy9H+xowZgzFjxuDevXs4f/48rl69iocPH+L58+eIjIyEIAgwNzeHra0t6tevj/bt22PAgAH5suC2tvL72OW2xYsXo2vXrli7di0uXryId+/eiXF36dIFo0aNgr29fZ7HMX78eLRq1Qq///47PD098erVKxgbG6N8+fJo3749Ro4ciUaNGuV5HLmtZMmSOHDgAO7du4e9e/fCy8sLgYGBCA8Ph46ODqysrFC9enU0btwYHTt2RKdOnbIcRbVz5050794de/bswa1btxAWFqbRQs0DBw5E7969sW/fPpw6dQq+vr549+4dYmJiYGpqivLly6NWrVpo06YNunXrhho1auTmYShScvv7VVuWlpbYv38/xowZgx07duDKlSsIDQ2Fvr4+7Ozs4OLiglGjRqFWrVp5sn8iIqLiQiEIeTB2nIiIiKiYEQQBNjY2eP/+PSwsLBAYGIiSJUvKHVaG0haGBZAn0wgRERERERFR0ccFnYmIiIhywa1bt/D+/XsAwNSpUwtsYoGIiIiIiIgoNzC5QERERJQLPD09AXycimHatGkyR0NERERERESUt5hcICIiIsoFacmFr7/+ukDOeU9ERERERESUm7jmAhEREVExwzUXiIiIiIiIKKc4coGIiIiIiIiIiIiIiLTC5AIREREREREREREREWlFT+4AiIiIiCh/cSokIiIiIiIiyimOXCAiIiIiIiIiIiIiIq0wuUBERERERERERERERFphcoGIiIiIiIiIiIiIiLTC5AIREREREREREREREWmFyQUiIiIiIiIiIiIiItIKkwtERERERERERERERKQVJheIiIiIiIiIiIiIiEgrTC4QEREREREREREREZFWmFwgIiIiIiIiIiIiIiKtMLlARERERERERERERERaYXKBiIiIiIiIiIiIiIi0wuQCERERERERERERERFphckFIiIiIiIiIiIiIiLSCpMLRERERERERERERESkFSYXiIiIiIiIiIiIiIhIK0wuEBERERERERERERGRVphcICIiIiIiIiIiIiIirTC5QEREREREREREREREWmFygYiIiIiIiIiIiIiItMLkAhERERERERERERERaYXJBSIiIiIiIiIiIiIi0gqTC0REREREREREREREpBUmF4iIiIiIiIiIiIiISCtMLhARERERERERERERkVaYXCAiIiIiIiIiIiIiIq0wuUBERERERERERERERFphcoGIiIiIiIiIiIiIiLTC5AIREREREREREREREWmFyQUiIiIiIiIiIiIiItIKkwtERERERERERERERKQVJheIiIiIiIiIiIiIiEgrTC4QEREREREREREREZFWmFwgIiIiIiIiIiIiIiKtMLlARERERERERERERERaYXKBiIiIiIiIiIiIiIi0wuQCERERERERERERERFpRU/uAIiIiIiIiAqShIQE3L17FwBQqlQp6Onx3yYiIiIiylspKSl49+4dAKBevXowMjKSOaLs8VcyERERERGRirt378LJyUnuMIiIiIiomPLx8YGjo6PcYWSL0yIREREREREREREREZFWOHKBiIiIiIhIRalSpcTrPj4+KFu2rIzREBEREVFxEBoaKo6eVf09WpAxuUBERERERKRCdY2FsmXLokKFCjJGQ0RERETFTWFZ84vTIhERERERERERERERkVaYXCAiIiIiIiIiIiIiIq0wuUBERERERERERERERFphcoGIiIiIiIiIiIiIiLTC5AIREREREREREREREWmFyQUiIiIiIiIiIiIiItKKntwBEBEVRkqlErGxsYiOjkZ0dDRiYmIy/Kt6PTExEUqlUnJJTU0VrwuCAB0dHfGiq6urtm1qagozMzOYm5tn+lf1uqGhIRQKhdyHi4iIiIiIiIiIihgmF4iIACQmJuL169cIDQ1FaGgoXr16JV4PDQ3F69evJcmC2NhYuUPWiK6uriTZUKJECZQtW1a8lCtXTrJtbW0NHR0OaiMiIiIiIiIioqwxuUBERZpSqcSrV68QFBQkSRakTx6Eh4fneF+6urowNjaGiYmJ5GJmZgYTExMYGhqqjUZI68iPiYkBAJibm4txq14EQUBKSgri4uIQExODuLg4xMbGIi4uDvHx8eIlvdTUVERERCAiIkKjx6Cvrw9bW9sMEw/lypVDuXLlULVqVVhYWOT4eBERERERERERUeHF5AIRFQnv37/Ho0eP1C6PHz9GXFycVm1ZWFjAxsYGNjY2KF26NMqWLQtbW1tYWVnB3NwclpaWsLS0hIWFBaysrGBlZQVLS0uYmJh8Uuzx8fE4ffo0AKBz584wNjb+pHZSU1MRHR2NDx8+IDIyEpGRkYiIiEB0dDQiIyMRFRWF8PBwhIaG4s2bN3j37h3evXuH8PBwJCUlAQCSk5MREhKCkJCQLPdla2uLGjVqwMHBATVq1BAvVatWhYGBwSfFT0REREREREREhQeTC0RUaMTFxeHJkycZJhGyG3mgUChgZWUFGxsblCpVCqVLlxbP0K9QoQIqVKiASpUqoVKlSjAyMsqnR5S7dHV1xWSHNpRKJd6/f4/nz5/j+fPnePHihTiy482bN3jz5g3CwsIQHh4ujo54/fo1Xr9+DW9vb0lbOjo6qFKliiThkHapUKECp1wiIiIiIiIiIioimFwgogJHEAQ8e/YMN27cgJ+fH/z8/PDw4cNsz6YHgNKlS6NixYqoWrUqatSogVq1aqFevXpwcHDgGfWZ0NHREUdqNGnSJMu6YWFhuHfvHu7du4eAgAA8efIEgYGBCAkJQVxcHJRKJZ4+fYqnT5/in3/+kdzXyMgI9vb2qFu3Lpo0aYImTZqgUaNGsLS0zMuHR0REREREREREeYDJBSKSlSAIePr0KW7cuCFe/Pz8slwjwMLCAhUrVkSVKlVgb2+PmjVrom7duqhTpw7XAshjNjY2cHZ2hrOzs6RcqVQiJCQEd+/exf379xEQEICnT58iKCgIL1++REpKChISEnD37l3cvXsXe/fuFe9bvXp1MdnQpEkTNG7cWOvRF0RERERERERElL+YXCCifJN2Vnv6REJkZGSG9U1NTVGzZk3Ur18f9evXR+3atVG/fn3Y2trmc+SUHR0dHXFaqR49ekhuS0lJQUBAgDji4fbt2/D390dQUBCUSiWePHmCJ0+eYP/+/eJ9qlWrppZwKFGiRH4/LCIiIiIiIiIiygSTC0SUZyIiInDhwgV4e3vj+vXr8PPzQ1RUVIZ1zczMULNmTTRo0ACOjo5o2bIl6tSpwzn6iwA9PT3UqVMHderUwaBBg8TymJgYXLp0CVevXsXNmzdx7949BAYGSqZWOnDggFi/atWqaNKkCZo1awZnZ2c0bNgQurq6cjwkIiIiIiIiIqJij8kFIso1ackELy8veHl54ebNmxAEQa2eubm5JJHQqlUr1KpVi4mEYsbMzAwuLi5wcXERy2JjY3HlyhVcuXIFfn5+YsIhNTUVz549w7Nnz3Dw4EEAH6fH+uyzz8RpmphsICLSTHBwMFavXg13d3cEBwfD0NAQ1atXx8CBAzFhwgSYmJh8ctspKSm4e/cufHx84OvrCx8fH9y/fx+pqakAgMDAQFSuXDnbdgICAuDh4YHz58/j9u3beP36NRQKBcqUKQMnJye4ubmhW7duUCgUnxwrERERERHljELIqOePiEgDmiQTDAwMULduXTRt2lRMJDg4ODCRoCI+Ph6nT58GAHTu3BnGxsYyR1SwxMbG4urVq2LC4caNGwgODlarZ2lpiTZt2jDZQESUBXd3dwwePDjTKQkdHBzg4eGBqlWrflL7CxYswPz58zO9XZPkwrBhw7Bz585s9+Xi4oJ9+/blyTo9L168gJ2dHQAgJCQEFSpUyPV9EBERERGpKoy/QTlygYg0pmkyoV69emjVqhU6deqE9u3b5+gMSCJTU1N06NABHTp0EMuCgoLwzz//4Ny5c7h27RpCQkIQGRmJkydP4uTJkwA+JhtURzY0aNCAyQYiKtZu376NgQMHIi4uDmZmZpg1axbatWuH+Ph47Nu3D5s3b0ZAQAC6d+8OX19fmJmZab0P1d8FRkZGaNiwId69e4enT59q3MbLly8BACVLlsSAAQPg7OyMypUrQ09PDzdv3sSKFSsQEBCAU6dOoWfPnjh//jxPWiAiIiIikgFHLhBRppKTk3HhwgV4eHjA09OTyYQ8wpELORcYGAgPDw94eXmJyYb00pINHTp0QM+ePT/5rFwiosKqXbt28PLygp6eHry9vdGiRQvJ7cuXL8d3330H4OMIhB9//FHrfZw6dQpBQUFwdHRE/fr1oaenh+HDh2PHjh0ANBu5MHz4cLRs2RLDhg2DoaGh2u1xcXFwcXHBxYsXAQA7d+7E0KFDtY41K4XxrDEiIiIiKtwK429QJheISCIiIgL//PMPTpw4AQ8PD7VpE/T19cVkQseOHdGhQweYmprKFG3RwORC7tMk2VCnTh306tULvXr1gpOTE896JaIizdfXF05OTgCAcePGYcOGDWp1lEol6tatiwcPHqBEiRJ48+YN9PX1c7xvbZMLmrh37x7q1asHAOjVqxeOHTuW4zZVFcZ/7IiIiIiocCuMv0E5LRIR4dmzZzh+/DhOnDgBb29vpKSkiLcpFArUqVMH7dq1YzKBCo0qVapg4sSJmDhxIgDg6dOn+Oeff+Dp6Qlvb2+EhYXB398f/v7+WLp0KUqXLo0ePXqgZ8+e6NSpE1/jRFTkHD16VLw+YsSIDOvo6OjAzc0Ns2bNwocPH+Dl5YVOnTrlU4TaqVu3LmxsbBAWFqbVlEtERERERJR7mFwgKoZSU1Ph4+MjJhT8/f0ltxsZGaF58+bo0aMHBg0aVCgypURZqVatGiZNmoRJkyZBqVTiwoULOHjwIE6fPo3Hjx/j7du32Lp1K7Zu3QpDQ0N07NgRPXv2RM+ePVGuXDm5wyciyrELFy4A+LiOTZMmTTKt17ZtW/H6xYsXC2xyAQCSkpIAgCPPiIiIiIhkwuQCUTERGxuL//77D8ePH8fJkyfx7t07ye02NjZo164d+vbti169evHMbSqydHR00LZtW7ED7fHjx9i3bx/++ecf+Pr6IjExEe7u7nB3d8f48ePRtGlT9OzZE7169UKDBg2gUChkfgRERNp78OABAKB69erQ08v8X4CaNWuq3acgunnzJqKiogBIYyYiIiIiovzD5AJRERYbG4tjx45h7969+O+//5CYmCi53d7eHi4uLnB1dUXr1q155h8VS/b29pg7dy7mzp2LiIgI/P333zh+/DjOnz+PqKgoXL9+HdevX8e8efNgZ2eH/v37Y/DgwWjSpAkTDURUKCQkJCAsLAwAsh2NWKJECZiamiI2NjbD9WoKiiVLlojXBw4cqPX9X7x4keXtoaGhWrdJRERERFTcMLlAVMSkpKTg7Nmz2L17N44cOYLY2FjxNn19fTg6OqJr164YNGgQ7O3tZYyUqOCxsrLC6NGjMXr0aKSkpOD06dM4fPgw/vvvPwQHByMkJAQrV67EypUr4eDggCFDhuDLL79E1apV5Q6diChT0dHR4nUzM7Ns66clF2JiYvIyrE926NAh/P333wCAJk2aoH///lq3kbZQHhERERERfTomF4iKAEEQcOPGDezevRv79u3DmzdvxNsMDAzQtm1bDBw4EAMGDICVlZV8gRIVInp6eujWrRu6desGALh9+zb27t2Lw4cP4/HjxwgICBBHPLRs2RKDBw/GwIEDYWNjI3PkRERSCQkJ4nUDA4Ns6xsaGgIA4uPj8yymT/Xw4UNxQWpjY2Ps3LmzSI0iUyqVALiOBBEREVFBkJqaCl1dXbnDKNCYXCAqxJ49e4Y9e/Zg9+7dePTokViuo6ODJk2a4PPPP8ewYcNgbW0tY5RERUODBg3QoEED/Pzzz/Dx8cGWLVtw7NgxvHnzBpcvX8bly5cxdepUdOnSBUOGDEHPnj1hYmIid9hERDAyMhKvpy2CnJW0aRSNjY3zLKZP8erVK3Tt2hXR0dFQKBTYsmULateu/UltZTflU2hoKJycnD6p7Zzw9/dH06ZNYWdnh0qVKqFSpUqoWLEi7O3t0aVLF/6mI6ICKTo6GleuXMGFCxdw48YNSVLbzMwMTk5O+Oyzz+Dk5CT5TiIiKihevnyJ06dP4+nTpwgODsbz58/x/PlzvHz5Eh8+fNBo9G9xxeQCUSHz7t07HDhwAHv27MGVK1ckt9nb28PV1RWjR49GlSpVZIqQqOhzcnKCk5MT1q1bh3///Rfbt2/Hv//+i5iYGJw8eRInT56EmZmZuD5D+/btebYDEcnG3NxcvK7JVEdpUyoWpH+i3r9/j86dOyMoKAgAsGrVKnzxxRef3F52a0/IJTg4GElJSXj69CmePn0quU1fXx9du3YVE9jsoCMiOQmCAA8PD/z666+4cOECUlNTM6174sQJAB9Hz7m4uGDmzJlo1apVfoVKRJShqKgoHDp0CLt374anpycEQciwXnBw8Cef0FIccLwtUSEQHx+Pffv2oWfPnihXrhwmTZokJhbKlCmDcePGwdfXF48ePcLixYuZWCDKJ7q6uujevTsOHjyId+/eYevWrejQoQP09fURExODHTt2oHPnzrCzs8P06dPh5+cnd8hEVAwZGRmJU7Zlt5Dxhw8fxORCQVmXIDo6Gl26dIG/vz8AYOHChZg8ebLMUeWN58+fZ3pbcnIyjh8/joEDB6JKlSrYtWtXpv8EExHlldTUVOzfvx8NGzZEjx494OXllWViQVVSUhJOnDiB1q1bo23btjh16hQ/x4go3yUnJ+P333+HnZ0dRo4ciXPnzmX5WRQcHJyP0RU+TC4QFWAPHjzA119/jXLlyuGLL77AyZMnkZKSAnNzc7i6usLd3R2vXr3Chg0b0LRpU7nDJSrWjIyMMGLECJw5cwavXr3CsmXL0KRJEygUCoSGhuL3339HkyZN0KRJE2zevLnALpRKREVTrVq1AABPnjxBSkpKpvUePnyodh85xcfHo2fPnvD19QUAzJgxA3PmzJE5qryTVXJB1evXr+Hm5oY2bdrg1q1beRsUEdH/e/bsGT777DN8/vnnuHPnTo7a8vb2RpcuXdCnTx+8e/culyIkIsrauXPn0LBhQ0yfPh1RUVEa3UfT32fFFadFIipgEhMTcfjwYWzYsAHe3t5iub6+Ptq2bYvBgwfj888/51B4ogLMxsYGM2bMwIwZM/DkyRP8+eef+Pvvv/H06VP4+flh7Nix+OabbzBkyBCMGzcODRo0kDtkIiriWrdujQsXLiA2NhY3btxAs2bNMqx3/vx58brcU1YkJyejf//+Ykzjx4/HsmXLZI0pr82YMQN9+vSRzPX77NkzeHp6imthqLp06RKaNGmCOXPmYN68eVwImojyhCAI2L17NyZOnIjo6OgM6+jr66Np06Zo06aNOPJNEAQ8efIEFy5cwO3bt8VF61UdP34c9evXx/bt2+Hi4pKnj4OIiq/ExERMnjwZmzdvzrSOubk52rVrh8qVK0vWvqpRo0Y+Rlr4KASOQSMqEJ48eYJNmzZh27ZtCAsLE8srVqwINzc3TJo0CWXKlJExQsor8fHxOH36NACgc+fOBW4BTco9Xl5eWLNmDTw8PCQL3TVv3hzjx4/HwIED+fwTUZ7w8fEREwrjxo3Dhg0b1OoolUrUrVsXDx48gJWVFd6+fQt9ff0c73v48OHYsWMHACAwMBCVK1fO9j6pqan4/PPP8ffffwMAhg4dih07dkChUOQ4Hk28ePFC7BwLCQmRfY2GyMhIHD58GDt27JAkgFT169cPO3fuhKmpaT5HR0RFWVxcHEaPHo29e/dmeHvNmjXx/fffw9XVFSYmJpm2ExkZiR07dmD58uWZTtE3ffp0LFu2jGuVEVGuevv2Lfr374+LFy9meHuPHj3g5uaGHj16yP7/eEH7DaoJntpCJCOlUgl3d3d07doV9vb2WL58OcLCwqCnp4cuXbrg2LFjCAwMxMKFC5lYICoCnJ2dcejQIbx48QI//fQTqlatCgC4evUqhg8fjvLly2PGjBkIDAyUOVIiKmqcnJzQpk0bAMCWLVvEtZtU/fbbb3jw4AEAYOrUqWqJhe3bt0OhUEChUGD+/Pl5FqsgCBgzZoyYWOjfvz+2bduWb4mFgsjS0hIjRoyAl5cXTpw4gWrVqqnVOXz4MFq3bs15gYko10RFRaFr164ZJhaqVauGQ4cOwd/fH8OGDcsysQB8/BybMmUKnj59ij///BOlS5dWq7NixQoMHjwYycnJufYYiKh4u3PnDpycnDJMLDRu3BiXL1/GiRMn4OrqKntiobDiyAUiGXz48AHbtm3DH3/8gWfPnonl5cqVw5AhQzB58uRCkZ2k3MGRC8WXUqnEf//9h7Vr1+L06dNISkoCACgUCvTs2ROTJk1Cx44di3WHGhHlnps3b6JVq1aIj4+HmZkZZs+ejXbt2iE+Ph779u3Dpk2bAAA1atTA9evXYW5uLrn/9u3bMWLECADAvHnzMkwwxMTEiEmBNH/++ScuXboEAFi+fLm4uDQANGzYEA0bNpTU/+abb7BixQoAQN26dbFjxw4YGBhk+djq1q2b/QHQQkE/aywhIQHLly/HggUL1BZStbW1xfnz5zmEn4hyJDw8HF26dMH169fVbhs5ciRWrlyp9j2hjTdv3mDkyJHw8PBQu6179+44ePAg/y8iohy5dOkSunTporbeoYmJCX799VeMHTu2wI2UKui/QTPC5AJRPrp79y7Wrl2L3bt3Iy4uDsDHTsSWLVti8uTJGDBgQIH7YKO8x+QCAR8X51y5ciW2b9+ON2/eiOUODg6YNGkShg0blqN/4IiIAODEiRMYMmRIpgvY1ahRA+7u7qhevbrabZokF4KCglClShWN48moncqVK2u9cF5u/0tTWP6xO3PmDFxdXRERESEpt7Ozw4ULF1CpUiV5AiOiQi00NBSdOnWCv7+/pNzS0hKbN2+Gq6trruxHEAT88ccf+Oabb8STbNK0bdsWx48fh4WFRa7si4iKFz8/P7Rr107tN6+dnR2OHz+udnJLQVFYfoOq4rRIRHlMEAScOnUK7du3R/369bFp0ybExcXB1NQUw4YNw+3bt3Hx4kUMGjSIiQWiYszW1hY///wzXrx4gR07dsDJyQkAEBAQgMmTJ6N8+fKYPn06Xr58KXOkRFSY9ezZE3fu3MG0adNQo0YNmJiYwMrKCk2bNsUvv/yCmzdvZphYoIKpY8eOuHbtGhwcHCTlISEh6NChA0JDQ2WKjIgKq8jIyAwTC6VLl4a3t3euJRaAjyfaTZo0Ce7u7mrTKp0/fx79+vXjFElEpLX79++jc+fOaomFFi1awNfXt8AmFgorjlwgyiOpqak4fPgwli5dips3b4rlVatWxejRozFhwgRYWlrKGCEVFBy5QJm5ceMGfv31Vxw7dgzx8fEAAH19fbi5uWHmzJmwt7eXOUIioqKpsJ01FhERARcXF/j4+EjK69Spg/Pnz8Pa2lqmyIioMElOTkaPHj3E/03S2NnZ4cyZM3k63drly5fRrVs3REZGSspHjx6NTZs2cZpQItLIs2fP0KZNG7x69UpS3rNnTxw8eBCGhoYyRaaZwvYbFODIBaJcl5SUhC1btqB27doYOHCgmFho3rw5jh49isePH2PWrFlMLBBRtpo0aYK9e/ciJCQEP/zwA2xsbJCcnIwtW7bAwcEBgwYNkiQviYioeLKyssI///yjtvaEv78/+vfvj5SUFJkiI6LCQhAETJ48WS2xUL16dVy8eDHP13Fp2bIlvLy8UKpUKUn5n3/+ieXLl+fpvomoaIiOjkb37t3VEgsdOnTAgQMHCnxiobBicoEol8TGxuL3338XRyY8evQICoUCHTt2xPnz53HlyhX07t0bOjp82xGRdqytrbFo0SKEhIRg2bJlqFChAgRBwIEDB9C4cWN07doV3t7euT7nOBERFR4lS5bEf//9pzat1fnz5zFr1iyZoiKiwuK3337Dxo0bJWWlSpXC6dOnUbFixXyJoWHDhnB3d1cbyT1z5kz8/fff+RIDERVOgiBgxIgRePjwoaS8RYsWOHr0KIyMjGSKrOhjLydRDr1//x4//fQTKlWqJM6Hrqenh759+8LPzw///fcfPvvsM7nDJKIiwMjICDNmzEBgYCA2bNggTov077//om3btmjdujVOnjzJJAMRUTFla2uLM2fOqA2h//XXX9kxR0SZOnPmDL777jtJmZGREY4fP44qVarkayyOjo7YvXu3Wrmbmxvu37+fr7EQUeHx22+/4dChQ5Ky+vXrw8PDA2ZmZjJFVTwwuUD0iV69eoVvv/0WlSpVwrx58xAeHg4jIyO4ubnhwYMHOHz4MBeJIaI8oaenh3HjxuHhw4fYv3+/+Flz+fJl9OzZEw0aNMDevXs5DQYRUTFUqVIlHDp0CAYGBpLyESNG4MGDBzJFRUQFVVhYGNzc3NROTtm5cyeaN28uS0z9+vXDL7/8IimLj4/Hl19+iYSEBFliIqKCy9PTEzNnzpSUlSxZEseOHYOVlZU8QRUjTC4QaenJkycYO3YsqlSpgt9++w0xMTEwNzfHpEmT8OzZM+zYsUNtODoRUV7Q0dER13b5999/0bp1awDA3bt38eWXX8LBwQEbN27kP2FERMWMk5MTVq9eLSmLiYlBv379EBcXJ1NURFTQCIKAkSNHIjQ0VFK+aNEiuLq6yhTVRzNmzMCoUaMkZbdv38b3338vU0REVBC9fv0an3/+OZRKpVimUCiwZ88eVK5cWb7AihEmF4g09PTpUwwePBgODg7YvHkzkpKSYGNjg9mzZyM4OBhr1qxB2bJl5Q6TiIopFxcXXLhwAZcvX0bXrl2ho6ODZ8+eYfz48ahSpQpWr16NxMREucMkIqJ8MnbsWAwfPlxS9vDhQ8yZM0eegIiowFm/fj1OnDghKXNxcSkQ67QoFAqsWbNGbaH6VatWwcPDQ6aoiKggEQQB48ePx9u3byXl8+fPR5cuXWSKqvhhcoEoG69fv8bEiRNRs2ZN/PXXX1AqlShfvjx++eUXPH/+HIsXL+YwKyIqMFq0aAEPDw/cuXMHrq6u0NfXx+vXrzF16lTUrFkTu3fvlpzVQURERZNCocC6devUpulcuXIlLl68KE9QRFRg3Lt3D998842krFSpUti+fTt0dApGV5GxsTH27t2rthDriBEj8ObNG5miIqKCYu/evTh27JikrFu3bjyRIp8VjG8MogIoMjISc+fORbVq1bBu3TqkpKSgXLlyWLt2LYKCgvDdd9/BxMRE7jCJiDJUp04dHDhwAI8ePcKQIUOgp6eHoKAgDB06FI0aNYKHhwcXfiYiKuLSOuYMDQ3FMkEQMGLECE6PRFSMpaamYsSIEWpTZ27fvh22trYyRZWxunXr4rfffpOUvX37FhMnTpQpIiIqCF6/fo3JkydLygpagrS44NEmSichIQErVqxAtWrVsGjRIsTFxaFEiRJYuHAhnj17hokTJ0JPT0/uMImINFK5cmXs2rULd+7cQffu3aFQKMTrzs7OuHLlitwhEhFRHqpZsyYWLlwoKXvy5Al++OEHmSIiIrmtW7cO169fl5RNmTIF3bp1kymirH311Vfo1auXpOzQoUM4efKkTBERkZzSpkN6//69pHz9+vUoVaqUTFEVX0wuEP2/1NRUbN++HQ4ODvjmm28QHh4OU1NTTJ8+HYGBgZgzZ47krC8iosKkVq1aOHnyJC5duiQu/Ozt7Y2WLVuiT58+uH//vswREhFRXpk+fTqaN28uKVu1ahWnRyIqhl6+fKmWXKxZsyZ++eUXmSLKnkKhwJYtW2BjYyMpnzhxImJjY2WKShqHQqEQL/Xr15c7JKIiLaPpkAYOHIj+/fvLFFHxxuQCFXuCIOD48eNo0KABRowYgeDgYOjr62P48OF4/PgxfvvtN1haWsodJhFRrmjRogUuXLiAkydPigvkHTt2DPXq1cPIkSMREhIic4RERJTbdHV1sW3bNrXpkSZOnIiUlBQZIyOi/DZ16lRER0dLyjZu3Ki2rkFBY2NjozY9UnBwMBYsWCBTRP9z8+ZNyXajRo1kioSo6IuKisL06dMlZaVKlcLatWtlioiYXKBi7eLFi2jTpg169+4Nf39/6OjoiNe3bduGsmXLyh0iEVGe6N69O27fvo0dO3agcuXKUCqV2LZtG+zt7fHtt98iPDxc7hCJiCgX1axZE4sWLZKU3blzB5s2bZIpIiLKbydPnsShQ4ckZSNGjMBnn30mU0TaGTp0KNq1aycpW7FiBW7fvi1TRIBSqcSdO3ckZUwuEOWdhQsXqi3ovm7dOk6HJCMmF6hYunv3Lnr27Ik2bdrg0qVLAIC2bdviypUrOHr0KOzt7WWOkIgo7+no6MDNzU0cpVW6dGkkJibit99+Q9WqVbF48eICMdSciIhyx9dff602XcecOXOYUCYqBuLi4jBp0iRJmY2NDZYvXy5TRNpTKBRYv349DAwMxLLU1FSMHz8eSqVSlpgePXqk9nuZyQWivPHw4UOsXLlSUtajRw8MGDBAnoAIAJMLVMyEhYVh7NixaNCggbj4U8OGDfHvv//Cy8sLTk5OMkdIRJT/9PT0MH36dDx79gyzZ8+GhYUFoqKiMGfOHNjb22PPnj0QBEHuMImIKIf09PSwevVqSdmHDx8wd+5cmSIiovyycuVKPH/+XFL266+/wtraWqaIPo2DgwNmzZolKbt69SoOHDggSzzpp0QCPvYxEFHuEgQB06ZNk0znqK+vjxUrVsgYFQFMLlAxkZqaio0bN8LBwQGbN2+GIAioVq0a9uzZgxs3bsDFxUXuEImIZGdqaorFixfj2bNn+Oqrr2BkZITQ0FAMGTIEzs7OuHfvntwhEhFRDrVt2xYDBw6UlG3cuFHWaUWIKG+9ffsWP//8s6Ssbdu2cHNzkyminPn+++/VZhuYNWsWEhMT8z2W9MmFqlWrcs1Gojzg7u6Of//9V1I2ffp0zjxSADC5QEWej48PmjVrhvHjx+P9+/ewsLDAzz//jICAAHz55ZfQ0eHbgIhIlbW1NdatW4f79++ja9euAABvb280bNgQ06dPR1RUlMwREhFRTixfvhzGxsbitlKpxJQpUzhKjaiIWrBggWQRZ4VCgZUrV0KhUMgY1aczMjLCsmXLJGVBQUGyLOjKxZyJ8l5SUhKmTZsmKStbtix++OEHmSIiVexVpSIrLCwMY8aMQfPmzXHjxg0oFAq4uroiICAAM2fOhK6urtwhEhEVaFWqVIGHhweOHj2KKlWqIDU1Fb///jscHBw4VRIRUSFWsWJFtWlFvL298c8//8gUERHllYCAAGzcuFFSNnTo0EI/dU/v3r3RunVrSdmiRYvw/v37fI2DyQWivLd582Y8efJEUrZs2TKYm5vLFBGpYnKBipzU1FRs2LABNWrUwJ9//glBEFC7dm2cO3cOBw4cgK2trdwhEhEVKr1798aDBw/www8/wNjYGK9fv+ZUSUREhdy3336LSpUqScp++OEH2RZFJaK8MXPmTKSmporbRkZGWLRokYwR5Q6FQoFff/1VUhYREZGvjy0kJATh4eGSMiYXiHJXbGwsFi5cKClr3rw5Bg8eLFNElB6TC1SkXLt2Dc2aNcNXX32FDx8+wMLCAr/88gvu3LkDZ2dnucMjIiq0DA0NsWjRIvj7+3OqJCKiIsDY2Bg//fSTpOzWrVv4+++/ZYqIiHLbhQsXcOzYMUnZtGnTYGdnJ1NEuatZs2YYNGiQpGzt2rV49uxZvuw/o8WcmVwgyl1r167FmzdvJGXLli0rtNO6FUVMLlCRkNUUSN999x2nQCIiyiVpUyUdO3YMVatW5VRJRESF2ODBg1GrVi1J2dy5c5GSkiJTRESUWwRBUJuP3MbGBjNnzpQporyxZMkS6Ovri9vJyclqidO84ufnJ9kuU6YMypYtmy/7JioOIiIi8Msvv0jKunTpgjZt2sgUEWWEyQUq1NJPgQSAUyAREeWDXr164cGDB5gzZw5MTEw4VRIRUSGkq6urNtXAo0ePsHPnTpkiIqLc4uXlhQsXLkjK5s2bB0tLS5kiyhtVq1bFpEmTJGW7d+9Wm589L6QfudC4ceM83ydRcfLbb7/hw4cPkrKiMK1bUcPkAhVa169fV5sCadmyZZwCiYgonxgYGGDhwoXw9/dHt27dAEinSoqJiZE5QiIiyk6/fv3QpEkTSdn8+fORmJgoU0RElBsWLFgg2bazs8PYsWNliiZvzZo1CyYmJuJ2amoqFi9enOf75WLORHnn7du3+P333yVl/fv3V/vNQvJjcoEKncTERMyePVsyBdLAgQMREBCAGTNmcAokIqJ8VrlyZbi7u+PEiROSqZLq168PLy8vucMjIqIsKBQKtU64kJAQcVQwERU+Xl5eOH/+vKRs9uzZMDAwkCmivFWqVClMnDhRUrZr1y48ffo0z/YZHh6OkJAQSRmTC0S5Z9myZYiNjRW3dXR08m3KM9IOkwtUqFy/fh1NmjTB0qVLkZqaCnt7e3h6emL//v2cAomISGY9evTAgwcP8MMPP8DQ0BCBgYFo164dJk+eLPlhSEREBUvnzp3x2WefScqWLVuG5ORkmSIiopxIP2qhQoUKGDFihEzR5I9vv/02X0cvcDFnorwTHh6ODRs2SMqGDh2K2rVryxQRZYXJBSoUEhMT8cMPP6B58+bw9/eHnp4epk6dirt376Jt27Zyh0dERP/PwMAAixYtgq+vLxo0aAAAWLt2LerXr692Bh0RERUMCoVC7WzA4OBg/PXXXzJFRESf6vz582ojR2fPng1DQ0N5AsonpUuXxoQJEyRlO3fuxLNnz/Jkf+mTCxYWFqhatWqe7IuouFmzZo3aqIW5c+fKGBFlhckFKvBu3LiBpk2bYsmSJeJoBS8vL6xcubLI/0AiIiqs6tWrhxs3bmDu3LkwMDDAs2fP4OzszFEMREQF1GeffYaWLVtKyn7++WcolUqZIiKiT5E+UVihQgWMHDlSpmjy14wZM2BsbCxu5+XohfTJhYYNG0KhUOTJvghYv349FAoFFAoFtm7dKnc4ajZt2iTGt3nzZrnDyVWxsbHQ1dWFQqFQG+WYF6Kjo7F69WpJ2RdffIFq1arl+b7p0zC5QAVWYmIi5syZg2bNmuHevXvQ09PDlClTcPfuXbRq1Uru8IiIKBu6urr46aef4OPjozaKwdvbW+boiIhIlUKhwKxZsyRlDx8+xNGjR+UJiIi05uPjg3PnzknKvv/++2JzUl5Goxd27dqFly9f5vq+uJhz/lI93gXxWPv7+4vX69atK2Mkue/mzZviiQb5cew3bdqEDx8+SMq+//77PN8vfTomF6hAShutsHjxYqSmpqJ69erw8vLCqlWris0PIyKioqJBgwa4ceMG5syZI45iaNu2LaZOncpRDEREBUj37t1Rv359SdnSpUshCIJMERGRNn799VfJdrly5TBq1CiZopHHjBkzYGRkJG4nJyernQWdU3FxcXj06JGkrCB2eBclackFfX191KlTR+Zo1KkmFwpifDlx48YN8Xpev84TExPx22+/Scp69epV5BI2RQ2TC1SgJCUlYe7cueJoBV1dXUyePBn37t3jaAUiokJMV1cXCxcuxLVr18SOq9WrV6NBgwYcxUBEVEBkNHrh+vXrOHPmjEwREZGmnj17hkOHDknKpk6dKuloLw7KlCmD4cOHS8o2bNiAqKioXNvH7du31aaMY3Ih76SkpODevXsAPnbcGxgYyByRurTkQsWKFWFhYSFzNLkrP5MLO3bsQGhoqKQs/e8SKniYXKACw8/PD02bNsWiRYskoxVWr17N0QpEREVEw4YNcePGDfzwww8wMDDA06dP4ezszFEMREQFhKurK6pXry4pW7p0qUzREJGmfv/9d0mHt7m5OcaNGydjRPKZPn26ZP2DqKgo/Pnnn7nWfvopkQwNDVG7du1ca5+kHjx4gISEBAAFN4kTGhoKQRDw/PlzuUPJdWnJBQMDgzx9naempmLZsmWSsvbt26N58+Z5tk/KHUwukOySkpLw448/wsnJCXfv3oWuri4mTpyIu3fvonXr1nKHR0REuUxPTw+LFi3CtWvXUK9ePQiCII5iuHjxotzhEREVa7q6uvjuu+8kZZ6enrh165Y8ARFRtsLDw9UWuR0zZgwsLS1likhe9vb26NOnj6Rs5cqVSE5OzpX2/fz8JNt169aFnp5errRN6gr6egtFWWxsLB4+fAjg4+tcX18/z/Z14sQJPH36VFLGUQuFA5MLJKugoCB89tlnWLhwIVJTU1G1alV4enpi7dq1xW74JhFRcdOwYUP4+flh1qxZ4iiGtm3b4qeffkJqaqrc4RERFVtubm6wtbWVlK1atUqmaIgoO+vWrUNcXJy4raenh6+//lq+gAqAGTNmSLZDQkJw4MCBXGk7/ciFxo0bZ3ufuLg46OrqQqFQoEWLFtnWnzhxIhQKBRQKBa5fv652e48ePcTbw8LCAAB37tzB1KlTUbt2bZiZmcHc3BytWrXC3r17s93f6NGjxfb8/f2RkJCAP/74A926dUOFChVgZGSEEiVKoG3btvjrr7+ybU/V5cuXMW7cODRo0AAlS5aEiYkJ7O3tMW7cOAQEBGR7f02SC1FRUdi7dy/GjRuHZs2aoVSpUjAwMICpqSmqV68ONzc3XL58WaN4BwwYIB6LFy9eAAD+++8/fPnll6hSpQoMDAygUChw8uRJtfoZLR6+ePFi8XZNL1m9Rvz9/fH999/D0dFRfJxlypRB9+7dcfDgQY3XSVIqldi7dy969OiBcuXKwdjYGDVq1MB3332Ht2/fAgBu3bqVb4s5r1y5UrLduHFjdOjQIU/3SblEIJLJoUOHBEtLSwGAoKOjI3z11VdCfHy83GER5bu4uDjh6NGjwtGjR4W4uDi5wyGSxY0bN4TatWsLAAQAQrt27YRXr17JHRYRFVMhISHi51FISIjc4cjip59+Eo8BAMHAwEB4/fq13GERUTrx8fFCqVKlJO/XwYMHyx1WgdCyZUvJcWnYsKGgVCpz1GZSUpJgaGgoaXfdunXZ3u/KlSti/fHjx2dbv0WLFgIAQVdXN8P/Ee3s7AQAQtmyZYXY2Fhh0qRJgkKhkMSlepkzZ06W+3N0dBQACEZGRoKvr69QuXLlTNsCIIwaNSrbx/D8+XOhbdu2Wbajp6eX7fFLa0OhUAhRUVFqt/v5+ak9JxldFAqF8MMPP2Qbd/Xq1QUAgpWVlRAeHi707ds3w/aeP38uqW9tbZ1hewMHDsw2tvSXcePGqbUTGRkpDBkyJMvnGYDQo0cPITY2NsvH+OzZM6FJkyaZtlGxYkXh4cOHwqpVq8SytWvXZnvsPpWfn59aDLt27cqz/RVkhfE3KMdtUb5LSEjAjBkzsHbtWgCAtbU1tm7dil69eskcGRERyaVx48bw8/PDhAkTsHXrVnh6eqJBgwbYvXs3OnfuLHd4RETFzrhx47B48WIkJiYC+DiV6YYNGzBv3jyZIyMiVbt378a7d+8kZd9++61M0RQsM2bMQN++fcXtW7du4dy5czk6G/r+/fvi52IaTc7oVp1aLrv6SqUSd+7cAQDUqFEDxsbGkts/fPiAkJAQAB+ngOrZsyfOnTsHW1tbdO/eHZUrV0ZYWBiOHj0qrgGwZMkSDBkyBA4ODhnuL23BZAsLC3Tr1g3v3r2DmZkZ+vbtixo1auDDhw84cuQIAgMDAQBbtmyBs7MzhgwZkuFjuHv3Ljp27CieAW9paYnevXujWrVqSE5OhqenJy5duoSUlBRMmDABNjY2cHV1zfLYVa9eHebm5mq3+/j4IDExEYaGhmjevDnq1auH0qVLQxAEvHz5Ev/++y+Cg4MhCAIWL16Mxo0bo1+/fhnuKyYmRpyap3LlyujSpQt8fX1RsmRJ9OzZE9WrV0d0dDR8fHxQsWJFSf0GDRpk2GavXr3g6OiY4W1poqKi8PPPP4tTd7Vs2VJy+9u3b/HZZ5+JIz2srKzQvXt31KhRAwkJCfD394e7uztSU1Nx8uRJjBs3Drt27cpwX48fP8Znn32G169fA/jYJ9e7d29UqVIF4eHhOHToEIKDg/Hll1+iVq1a4v3ycuRC+tGRtra2GDhwYJ7tj3KZ3NkNKl4ePXokNGrUSMzCtWzZstBk4ojyCkcuEEnt2bNHsLCwEL8rvv/+eyEpKUnusIioGCmMZ43lhZEjR0rOIixdurSQkJAgd1hE9P+USqXQoEEDyfu0Y8eOcodVYKSkpAj29vaS49OnT58ctblt2zZJezo6OtmeJS4IgjBu3DjxPteuXcuy7v3798W6gwYNUrvd09NTcja+QqEQZs2apTYTRHx8vODk5CTWXb58eYb7e/DggdpZ4wMHDhQ+fPggqZeQkCD06NFDrFO/fv0M23v58qVga2srGamR0TFat26dWKdcuXIZzmTx9OlTSUwZ2blzp3DgwIFMn4fU1FRh2bJlYjvt27fPsJ4gCMKlS5fUjsXw4cOFiIiIbOtPmzYt03azEhkZKTRr1kxsZ+rUqZLbExMTJaNwvv32WyEmJkatnTt37ggVK1YU6/n5+anViY2NFerWrSvWmTx5stpxj42NFdq1ayfg/0fOpL3Oo6OjP+nxZSc0NFQwMDCQHPOFCxfmyb4Kg8L4G5RrLlC++euvv9C4cWPcvHkTurq6+P777+Ht7Y0KFSrIHRoRERUgX375Jfz8/NCwYUMAwM8//wxnZ2cEBwfLGxgRUTEzdepUyfbbt2+xb98+maIhovQuXbqE27dvS8qK+1oLqnR1ddU+x44fP56j35Tp11twcHCAiYlJtvdLO/teV1cX9erV03gfGZ0Nr/qcC4KA5cuXY8mSJWrrVhoZGeGbb74Rt9NGO2TVHgAMHjwY+/btg5WVlaTc0NAQW7duhaGhIYCPazykHzUDfFxMPO2s+BkzZmD9+vUZHqOvvvpKHEXy6tUrnDlzRq2OJustDB06FK6urpk+Dzo6OpgxY4Z43NMvyK0q/bEYN24ctm3bluni6Kr1Mxu5kJWoqCi4uLjg2rVrAIApU6aorT3w/fffi+tFrF27FsuXL4epqalaW/Xq1RNnCAGAI0eOqNWZNm2aOEpl+vTpWL16tdrrxsTEBOvWrYOurq64Dp69vT3MzMy0fnya2LBhA5KSksRtQ0NDjBs3Lk/2RXmDyQXKc3FxcRg9ejQGDx6MmJgYlClTBh4eHli6dCl0dXXlDo+IiAqgatWqwdfXV1zM7vLly2jYsCGOHz8ud2hERMVG/fr10b59e0nZypUrNV4skojylmpHIgBUrVoVXbt2lSmagsnNzU0ylY5SqcSGDRs+ub30yQVNpopRKpW4e/cugI/JiPTTHKWn2vmdXXKhffv2kgRCeuXLlxev6+vrZ1hHtT07Ozts2rQJCoUiw7qlSpVC69atxe1Hjx5Jbv/vv//g4eEBAGjevDmWLl2aaWwA0LNnT/F6RgtXa5Jc0FSZMmUAALGxsZnWUZ2+ysHBAWvWrMmyTdX62iYXoqOj0aVLF1y9ehUAMHnyZLXpgQIDA/HHH38AAFxdXTFx4sQs21SdTvbBgweS2548eYItW7YA+PjYfv7550zbqVmzpniiF5B3UyIlJCRg/fr1krIhQ4agVKlSebI/yhtcc4HylL+/PwYNGgR/f38AgLOzM/bt2yd+qBMREWVGT08Pa9euRfv27TF69Gh8+PABvXv3xtdff41ffvkFBgYGcodIRFTkff311zh37py4fevWLXh7e6Nt27YyRkVEr169wqFDhyRlEydOhI4OzyFVZW5ujmHDhkkSMZs3b8aPP/6odsZ2dgRBUDuzXZNO10ePHiEuLk7j+qod6vXr11e7XTWGOXPmZNnWixcvxOuZzRqRvr3sRmJUrlxZvB4TEyO5La0jHPi4zkN2J5Ta2dmJ19+/f692u+qxUO3szkhiYiLu3buHR48eISIiAnFxcZJkeFpbJUuWzLQN1WMxf/78TBMy6evr6+ujdu3aWdZVlZZYuHLlCoCP793Vq1er1VuyZAmSkpKgUCiwePHibNvV19cXRxykT6IsXbpUHImwYMGCbB9btWrVcOPGDQB5l1zYv3+/uC5HmvSjjajgY3KB8oQgCNi2bRsmTZqE+Ph46OnpYc6cOZg7dy5/7BARkVb69esHR0dHDBgwAD4+Pli5ciUuXryIffv2oVq1anKHR0RUpHXv3h3VqlUTF6wEPk5hwOQCkbw2bdqElJQUcdvY2BgjRoyQMaKCa8KECZLkQlhYGA4cOAA3Nzet2nn69CmioqIkZdou5pxdB7lq/ZIlS6olBFJSUnD//n0AHxfidXZ2zrKttClwAGS4mDPwvw5yExMTfPHFF9nGp1QqxeuqHfXR0dFwd3cH8DEB0a5du2zbUn0NZzTtTlpCoFy5cpmepHrr1i0sW7YMR48eRXx8fLb7rFGjRoblqgtbW1paShYDz65+zZo1NT7xKSYmBl27dhWnOkr/+lRt/+jRowA+9rFlFndmVKdyUm3L2to628eWXl4lF9KPWujQoUO204ZRwcNeXsp10dHRGDJkCEaNGoX4+HiUL18eZ8+exbx585hYICKiT2JnZ4fLly/j22+/hY6ODq5fv47GjRvjwIEDcodGRFSk6ejoqE3DcOjQIbUzDYko/yQlJWHjxo2SsiFDhqBEiRIyRVSw1apVS5zbP01GnbnZST8lEqB9ciG7+kFBQeIZ/BlNsxMQEICEhAQAQKtWrTKdviijfWfU3vv37/Hy5UsAQMuWLSVTSGXm1atX4nXVDv8rV66IyYJOnTpl207a/tOknwrn7du3CA0NBZD5cZs3bx6aNm2KvXv3apRYAIC6detmWP748WPxbP/WrVuLa0tkRrW+plMixcTEoEuXLrh06RKAj4kF1dEeqq5evYqwsDCN2s1IlSpVxOs+Pj7ise7QoYNGiZC0dTMAzZJi2rp586a41kSa7KZ9ooKJIxcoV92+fRuurq54/PgxAKBLly7Ys2dPlsPOiIiINKGrq4vly5ejQ4cOcHNzw7t37zBo0CCcO3cOq1atyvYfACIi+jTDhg3DrFmzkJiYCABITk7Gtm3bMHPmTJkjIyqejhw5Iun4A9gpl51Jkybh7Nmz4ravry98fHzg5OSkcRvpkwsVK1bUqK9Dm5ELqustZDclkjaJjVKlSqFcuXJZtqfJsRAEAb6+vgCAEiVKSNZ0uHPnjng9sw789FTv07hxY8ltqscio8c6f/58/PTTTwA+Ll79xRdfoHv37qhbty7Kli0LU1NTcVqmVatWiYudZ3bcVI9Fs2bNso1dtb4mne8xMTHo1q2bmFgYP358lkku1VEnX375pdajB1QTPKqxOjo6ZnvflJQUcUqkChUq5MkaCOkTpOXKlZOswUGFB5MLlGsOHToENzc3xMXFwcDAAIsWLcI333zD0QpERJSrunTpgjt37mDgwIG4cOECNm7ciDt37uDw4cOwtbWVOzwioiKnZMmSGDRoEHbu3CmWbdy4ETNmzOBvfSIZpD/TuU2bNlovJlvc9OjRAxUrVkRwcLBYtnbtWsnnWnY+ZTFn4H8duxUqVIC1tXWWdS9cuCBez+g5Ve2Mz65DOzw8XFxzIbPXh2qnc9myZbNsD/h4Nn3aGfCdOnWSrKnw7t078Xp2jzPN+fPnAQAGBgZo2rSp5LasFnN+8uSJuAZBmTJl4OnpiVq1amW6H9W1gzI7btomC1TrZ/f+i42NRbdu3cTnd9y4cVi3bl2WI09UE4gjRoxAx44ds40pM2/evBGva/L/0vnz58VRGXkxJVJ0dDT27NkjKRszZgz09NhNXRjxlyDlmFKpxPz58zFgwADExcWhfPny8Pb25j8bRESUZ2xtbeHl5YXZs2dDR0cHV65cgaOjo3iGDRER5a7x48dLtgMDA/Hff//JFA1R8fXgwQNJBzTw8ax8ypqenh6++uorSdnBgwfx4cMHjdv4559/IAiCeEmbwz4rHz58EDuJMxqJoCo1NRV///23uJ1Rh7U2Ixc0GTGh2l52UywBHxfDTtOvXz/JbWmLBWvqypUr4voR3bt3h6mpqeT2rJILe/fuFadgWrhwYZaJhXfv3uHUqVMAPo6EzmxO/09dGwPIOrmQPrEwduxYrF+/PtvjHRERIV5XXZj6U6i+ztMWF8/Kpk2bxOt5kVzYs2ePZDFwXV1djB49Otf3Q/mDPb+UIzExMXB1dcWCBQsAfBxGd+PGDY2GkBEREeWEjo4OFi9ejH379sHU1BQvXrxA69atsW/fPrlDIyIqcpo3b67WebJhwwaZoiEqvv7880/JdunSpdGnTx95gilkRo4cCX19fXE7ISFB7ezp3BYSEiJez2xB4jRbtmwRRxro6uqidu3aanXSkgElSpRApUqVsmxPtXNek+RCUFBQlu09ePAAu3btAvBxcWhXV1fJ7apT56iOEMmIIAj47rvvxO0xY8ao1UmL39LSUrJ+AAAxKQFAbcRDegsXLhSn9XNwcICRkVGG9dKOhbW1Nezs7LJsU7V+2bJlM502KC4uDt27d4e3tzeAj49zw4YNGiVyrKysxOuqUyR9CtXFsgMDA7Ose/36dRw8eFDczu3kgiAIar8fevbsqbZ4ORUeTC7QJwsKCkKrVq1w+PBhAICbmxsuXLiQ7RcmERFRbnJ1dcXFixdRsWJFJCQk4IsvvsAPP/wApVIpd2hEREWGQqFQG71w4sQJsSOMiPJeYmIiduzYISkbPny4Rouz0sdETO/evSVlmzdvzvFZ4VlJO7seQJafl7dv38a3334rbmfUCf7u3TtxgWNtz6zPqH5KSoqkk/7EiROZjj6Ij4/H8OHDJaMF0s9UoXqS6cmTJ7OMbf78+bh48SIAoGPHjujatavk9ujoaDx9+hRAxp3bqos3qy4wnd7hw4cl04hl1lEeHh4uLmytybFVrZ/ZqIW0xELa1E+jR4/Gxo0bNUospI9j48aNYoIkOxn9D1SzZk3x+r59+5CcnJzhfSMiIjBs2DDJeyK3kwvXrl2TJLUA9dGRVLgwuUCfxNvbG46Ojrhz5w709PSwbNky7Nixgz9qiIhIFg0bNsSNGzfQsmVLAMCSJUvQt29fREdHyxwZEVHRMXjwYMnZj6mpqWpnURNR3jl69CjCw8MlZZxKRDvpz5C/c+eOuEBxXlA9G/vcuXNqU1oBwIEDB+Ds7CzpMM/plEjA/5ILRkZGks7lNA8fPhQ7rBUKBQICAvDzzz+r1Xv58iW6desGHx8fAB9fc+lHLQBA69atxdEUly9fznCx4vj4eEydOlVciNnGxibD75Fbt26JHdwZPVYHBwfx+pIlSyTHDviYOFmxYgUGDRok6WzPLHGQ21MixcXFoUePHvDy8gLwcdTMpk2bNE4sAB+TLqVLlwYABAQEYODAgVlO4/Xw4UN89913WLRoUYZtpY3aCQoKEmcfUfX48WN06NBBknDSZISMttavXy/ZrlKlimTxaSp8uFIGaW3Tpk2YOHEiUlJSUKJECfz111/o0qWL3GEREVExZ2Njg/Pnz2PcuHHYunUrjh8/jhYtWuD48eOoWrWq3OERERV65ubmGDx4MDZu3CiWbd26FXPnzpUs6klEeUN1vnsAcHZ2hr29vUzRFE4dO3ZE5cqVJVMAbd68GU5OTnmyv9KlS6N58+a4evUqUlNT0a5dO3Tr1g01atRAVFQUzp8/j0ePHsHa2hozZ84UFynOaH0GbRYcTkhIQEBAAACgbt26GX5Gq7Y3depUrFq1CnPmzIG7uzs6duwIHR0d3Lt3DydPnhSTEK1atcKaNWsy3Keenh5+++03DBgwAAAwefJk7Nu3D+3atYOBgQGePn2K48ePix3kJUqUgIeHR4ad11mttwAAw4YNw6+//gqlUonLly/DwcEBffv2RZkyZRASEgIPDw8EBwfD3t4edevWxZEjR7I8brm9mPM333wDT09PAB9fAzVr1sRvv/2WbbtfffWVuPaEiYkJVqxYgSFDhgAAjh8/jooVK6J79+6oVasWDAwMEBUVhcDAQNy4cQNPnjwBAOzevVut3TJlymDkyJHi9/fixYtx+vRpdOnSBQqFArdu3YKHhwdSUlLg4OAgvnZye9RCZGQkDhw4ICkbN24c12st7AQiDSUlJQkTJ04UAAgABHt7e+HRo0dyh0VU6MXFxQlHjx4Vjh49KsTFxckdDlGRsHLlSkFfX18AIJQsWVI4d+6c3CERUSESEhIi/uYNCQmRO5wCxc/PTzw2aZfTp0/LHRZRkffkyRO1996ePXvkDqtQWrhwoeQ4mpqaClFRUXm2v+vXrwtmZmZqz1/axdHRUbh//74we/ZssczDw0OtnaFDh4q33717N8t9+vr6inVHjx6dYZ0ZM2ZI2ps/f36mMQIQBg8erNH/q6tWrRJ0dHSybKtZs2ZZ9icNHz4828f6+++/CwqFItN9dO7cWXj58qXQtm1bsezdu3cZtuXm5qbxsU1f39/fX+32+vXrZ/n4M7qYmJgIqampam1t3LhRMDY21qgNCwuLTI9rdHS00LJlyyzv36JFC+Hw4cPi9jfffJPtsdDGxo0bJfvT09MT3rx5k6v7KOwK429QpoZII+Hh4XBxcRHnquvUqROuX7/OsySIiKhAmjp1Kjw8PFCyZEm8f/8enTp1wrp16/J0Tl0iouKgUaNGamd1bt26VZ5giIqR9O+zEiVKoF+/fjJFU7iNGDFCcqZ0bGws9u/fn2f7a9KkCXx8fPDFF1+gTJky0NfXR4UKFdCjRw/s27cPV65cQa1atXD37l3xPlmNXMhsmiNVmkzzc+fOHQCAvr4+HBwcMG/ePJw8eRIuLi4oU6YMDA0NUalSJbi5ucHb2xu7d++GsbFxto93ypQpuH37NkaNGoUqVarAyMgIVlZWqFOnDoYPH46zZ8/iypUrWfYnpY1cMDQ0zPSxfv311zh16hQ6d+4MS0tLGBkZoUqVKhg0aBBOnDiBU6dOoVy5cvD39wcAlC9fHjY2Nhm2pc2xTV9fdYomAEhKSsKDBw+ybSO9OnXqZHgG/9ixY/H48WPMmzcPrVq1go2NDfT09GBkZISyZcuidevWmDJlCo4cOYI3b95kelzNzMxw7tw5LF++HA0aNICxsTFMTExQuXJluLq6Yt++fbh06ZJkwWdNRnFoI/3nWM+ePcWpn6jwUgj8L5uyce/ePfTq1Uv8gJk2bRp+/fVXDlsiyiXx8fE4ffo0AKBz584a/WAjIs08ffoUPXr0wMOHDwF8HHa7evVqrhFERFl68eIF7OzsAAAhISGSObMJWLNmDaZMmSJuGxoa4tWrVyhZsqSMUREVXSkpKahYsaK4mC/wsQN31apVMkZVuPXq1QsnTpwQt52cnHDt2jUZI8p/ZcuWxevXr1G3bl1JYoMoL/j7+6Nu3bqSshMnTqBHjx4yRVQwFcbfoOwdpiylzVcdGBgIY2NjbN26FStWrGBigYiICoVq1arB19cXXbt2BQBs3LgRnTp1wrt372SOjIio8Pryyy8lSdrExETs3btXxoiIirZ//vlHklgA1BcmJu2kP34+Pj7FqoP97du3eP36NQCodfgS5YVt27ZJtm1tbbl+axHBHmLK1O+//44+ffogJiYGtra2OHfuHEaMGCF3WERERFoxMzPDyZMn8d1330GhUMDb2xtOTk549OiR3KERERVK1tbW6NOnj6SMUyMR5Z3t27dLtps1a8YO4Rzq2rUrypUrJynbsWOHTNHkP9UFiflaoryWnJyMXbt2ScqGDRsGPT09mSKi3MTkAqkRBAEzZ87E9OnTIQgCGjVqBD8/PzRv3lzu0IiIiD6Jjo4OfvnlF+zatQvGxsYICgpCq1at4OvrK3doRESFUvqTjvz8/CSdVUSUO8LDwyXT9wDq7z/Snp6eHoYOHSop2717N1JSUmSKKH+pfl7Xq1dPxkioOPDw8MDbt28lZfwcKzqYXCCJ5ORkjBgxAsuWLQMAuLi44PLlyyhbtqzMkREREeXc4MGDcfr0aZQoUQJhYWFo166duOYJERFprlOnTihfvrykLP2UB0SUc/v27UNycrK4bWhoiEGDBskYUdExbNgwyfabN2+Kze9Cjlyg/JR+dGOrVq3UFsKmwovJBRLFxsaiT58+4lDAwYMHw93dHUZGRjJHRkRElHtat26NCxcuoFy5coiNjUX37t3x119/yR0WEVGhoquri+HDh0vKdu/ejcTERHkCIiqi0k/V06dPH1hZWckTTBFTq1YtODk5ScqKy9RIackFU1NTVKlSReZoqCh7/fo13N3dJWUjR46UKRrKC0wuEICPQy07duwIDw8PAMC3336LnTt3QldXV+bIiIiIcl+dOnVw9epV1KhRAykpKRg8eDB+//13ucMiIipU0icXwsPDxf8niCjn7t+/rzaFY/qz7Sln0h/Po0eP4sOHDzJFkz+SkpLw8OFDAEDt2rWhUChkjoiKsr/++gupqanitqmpKVxdXWWMiHIbkwuE4OBgtG7dGlevXoWOjg6WLVuG5cuXQ0eHLw8iIiq67OzscOXKFTg6OgIApk+fjpkzZ0IQBJkjIyIqHKpXr442bdpIynbv3i1TNERFT/qz6G1tbdGpUyeZoimaPv/8cxgYGIjbSUlJ2L9/v4wR5T0DAwMkJSVBEAT4+PjIHQ4VcekXch4wYADMzc1liobyAnuPizl/f3+0bNkSDx8+hIGBAbZv344ZM2bIHRYREVG+KFmyJLy9veHi4gIAWLZsGUaMGCGZ25iIiDKXfkHUkydPFvmzfonyQ2pqqlqybsiQIdDT05MpoqKpZMmS6Nmzp6SsuEyNRJTX7t27h1u3bknK0v9uoMKPyYVi7NKlS2jdujVevnwJMzMzHDt2jG9yIiIqdoyMjODu7o7BgwcD+PgPZZ8+fRAbGytzZEREBZ+rq6vaWb8HDhyQMSKiouHMmTN49eqVpIxTIuWN9Mf16tWrCAgIkCkaoqIjfYK0XLlycHZ2licYyjNMLhRTJ06cQMeOHREREQEbGxucPXsWXbp0kTssIiIiWejq6mLnzp345ptvAAAeHh7o2LEjwsPDZY6MiKhgs7KyUjvrl1MjEeXczp07JduNGzdG3bp1ZYqmaOvSpQtKlSolKUt//IlIO0qlEnv27JGUDR48mGu7FkFMLhRDW7duRd++fZGQkIBKlSrh8uXLcHJykjssIiIiWeno6ODXX3/FsmXLoKOjg6tXr6J169YIDg6WOzQiogIt/ejnixcvIjAwUKZoiAq/mJgYHD16VFLGUQt5R19fXxzBmuavv/7iOlxEOeDl5YUXL15IyjhbStHE5EIxIggCli5dilGjRiE1NRV169bF1atXYW9vL3doREREBcaMGTOwfft2GBgY4OHDh2jZsiX8/f3lDouIqMDq2rUrrK2tJWUcvUD06Y4dO4a4uDhxW1dXF59//rmMERV96Ts9g4KCcOXKFZmiISr80v8OqF+/PurVqydTNJSXmFwoJgRBwLfffovZs2cDAFq1aoVLly7B1tZW5siIiIgKnqFDh+LYsWMwMzPDy5cv0bp1a/j4+MgdFhFRgWRgYIBBgwZJynbv3s2zfok+0V9//SXZ7tSpE0qXLi1TNMVDo0aN4ODgIClL/zwQkWbi4uLw999/S8o4aqHoYnKhGBAEAVOnTsWKFSsAAL169cK5c+dgYWEhc2REREQFV5cuXXD27FnY2NggIiICnTp1wtWrV+UOi4ioQBoyZIhk+9GjR/D19ZUpGqLC6927dzh16pSkLP2UPZT7FAqF2nHev38/kpOTZYqIqPA6fvw4oqOjxW2FQoEvv/xSxogoLzG5UMQplUpMnDgRa9asAQB8/vnnOHLkCAwMDGSOjIiIqOBzcnKCt7c3ypQpg6ioKHTu3BmXLl2SOywiogKnefPmqF69uqSMUyMRae/gwYNITU0Vt42NjdG7d28ZIyo+vvjiC8l2WFgYzpw5I1M0RIVX+u//Dh06oFy5cjJFQ3mNyYUiTKlUYvz48Vi/fj2Aj2c77NmzBzo6fNqJiIg0VatWLXh5eaFs2bKIjo6Gi4sLvL295Q6LiKhAUSgUaqMXDhw4IOkkJaLspZ+Kp3fv3jA3N5cpmuKlevXqaNasmaSMUyMRaef9+/dqo6/S/z6gooW9zEVUamoqRo8ejc2bNwMAhg0bhp07dzKxQERE9Alq1qyJ8+fPo1y5coiNjUXXrl3h6ekpd1hERAVK+rN+37x5Ay8vL3mCISqEgoKC1EZIciqR/JX+eB85cgSxsbEyRUNU+Bw6dAgpKSnitpGREfr27StjRJTX2NNcBKWmpmLEiBHYtm0bAGDUqFHYunUrEwtEREQ5YG9vD29vb1SoUAFxcXHo3r07h8oTEamoUaMGGjduLCnbt2+fTNEQFT579+6VbJcsWRIuLi4yRVM8DRo0SNJ3EhsbixMnTsgYEVHhkv57v3v37lzztYhjb3MRk5qaiuHDh2PXrl0AgPHjx2PTpk1MLBAREeWCatWqwdvbGxUrVkR8fDx69uzJBAMRkYrPP/9csn3o0CEkJSXJFA1R4SEIAvbs2SMpc3V15XqJ+axMmTLo2LGjpCz980JEGQsNDVUb3Z3+dwEVPexxLkKUSiVGjRolLpwyaNAgjB49GgqFQubIiIiIig4bGxssXboUFStWREJCAnr16sUpkoiI/t+gQYMk2x8+fMDp06dlioao8Lh37x78/f0lZYMHD5YpmuIt/XH/999/8f79e5miISo8Dh48CEEQxG0zMzN0795dxogoPzC5UEQolUqMHTsWO3bsAPBxjYUvvvgCL168gJ+fn+TNTURERJ8mOjoaly5dgqmpKZYsWSKOYOjRowcXeSYiAlCxYkW0atVKUsapkYiyt3//fsm2nZ2d2nuJ8kefPn1gZGQkbqekpODIkSMyRkRUOKT/vu/Tpw+MjY1liobyC5MLRYAgCJgwYQK2bNkCABgzZgy2bt0KBwcHAGCCgYiIKBekJRYSExNhYGCAnj174vz587Czs0NcXBy6deumtggjEVFxlH4KhKNHjyIuLk6maIgKPkEQcODAAUnZwIEDOb2xTCwsLNCtWzdJWfrnh4ikgoKCcOXKFUkZp0QqHvhNVcgJgoDJkydj48aNAIARI0Zgw4YN0NHRQc2aNZlgICIiygXpEwutWrWChYUFKleuDE9PT5QvXx6xsbHo0qWL2o9qIqLixtXVVW1BVHd3dxkjIirYbt26hcePH0vKBg4cKFM0BKgf/7Nnz+Ldu3cyRUNU8KUffVWyZEl06tRJpmgoPzG5UIgJgoBp06bhjz/+AAAMHToUf/75p+SHPBMMREREOZNZYiFNtWrV4OnpibJlyyImJgZdunSBj4+PjBETEcmrTJkyaN++vaRs7969MkVDVPClPyu+SpUqcHR0lCkaAoAePXrAxMRE3E5NTeXUSERZSP89379/fy5IX0wwuVCI/fjjj1i1ahUA4IsvvsD27dszHDbJBAMREdGnyS6xkMbe3h6enp4oU6YMoqKi4OLiorYoIxFRcZJ+KgQPDw9ERUXJFA1RwSUIgtoZvwMHDoRCoZApIgIAU1NT9OjRQ1KW/nkioo8CAgJw+/ZtSRmnRCo+mFwopNauXYtFixYBAAYMGIDdu3dnOR8jEwxERETa0TSxkMbBwQGenp6wsbFBREQEXFxcEBwcnI8RExEVHP369YO+vr64nZiYiJMnT8oYEVHBdP36dQQGBkrKOCVSwZD+efDy8sKbN29kioao4Dp48KBk29bWFm3btpUpGspvTC4UQgcOHMCUKVMAAB06dMDevXs1WuiJCQYiIiLNaJtYSFOrVi24u7vDzMwML1++hIuLC8LDw/MhYiKigqVEiRJqcy2n73wgIvUpkapXr45GjRrJFA2p6tatG0xNTcVtpVKJQ4cOyRgRUcGU/vu9f//+0NXVlSkaym9MLhQyZ8+exZAhQyAIAho3bozjx49DT09P4/szwUBERJS1T00spHFycsLBgwdhYGCAhw8fonv37oiNjc3DiImICiZXV1fJ9j///IPo6GiZoiEqeARBUEsucEqkgsPY2Bi9evWSlHFqJCKpR48e4c6dO5Ky9N//VLQxuVCI+Pn5oW/fvkhOTkb16tVx6tQpyQJDmmKCgYiIKGM5TSyk6dKlCzZv3gwdHR1cu3YNAwcORHJych5ETERUcPXu3VtyIhSnRiKSunbtmtoUioMGDZIpGspI+ufjwoULePXqlUzREBU86UctlClTBq1bt5YpGpIDkwuFxNOnT9G1a1dER0fD1tYW//33H2xsbD65PSYYiIiIpHIrsZDGzc0NP//8M4CPC5mOGTOG37VEVKyUKFECHTt2lJRxaiSi/0k/asHBwQH16tWTKRrKiIuLi+T3oCAInBqJSEX67/V+/fpxSqRihsmFQuDNmzfo3Lkz3r59C0tLS/z777+oXLlyjttlgoGIiOij3E4spJkxYwa++eYbAMCOHTswa9asHLdJRFSYZDQ1UkxMjEzREBUcgiDg8OHDkjJOiVTwGBkZoXfv3pKy9M8bUXH1+PFj3L59W1LGKZGKH80n6ydZREVFoWvXrnj27BmMjY1x9OhRNGjQINfar1mzJgAgICAAL168AAA0btyYP2iItCQIAlJTU5GSkiL+zeySmpoKpVIp3k91qpQHDx5AT08PCoVCvOjo6EBPT09y0dXVVSvT09PTaHF3IpLKq8RCmmXLluH169fYs2cPfvnlF5QpUwbTpk3LtfaJiAqyPn36YNy4cUhJSQEAJCQk4OTJk/j8889ljoxIXjdv3sTz588lZQMGDJApGspK//79sWvXLnHb29sb7969Q6lSpWSMikh+6UctlC5dGp999plM0ZBcmFwowBITE9G3b1/cvHkTenp62LFjB5ydnXN9P0wwEGVOEAQkJiYiISFB/Jv+klaeGyN/QkJCcnR/PT09GBkZiRdDQ0PJdlqZvr5+jmMlKgryOrEAADo6OtixYwfCwsJw6tQpTJ8+HaVLl8bgwYNzdT+U/9q3b5/n+1AoFDh79mye74cor5QsWRIdOnTAqVOnxLKDBw8yuUDFXvqz36tVq8YpkQqozp07w8TEBHFxcQAApVKJ48ePY9SoUTJHRiSvv//+W7LNKZGKJyYXCqjU1FQMHToU586dg0KhwOrVq/N0aBETDFScKZVKxMXFISYmBrGxsYiJiRGv5zRpkH60gb6+PnR1daGjoyO+v5RKJV6/fg0AsLW1ha6uLgRBEC9KpTLDERBpox9UpaSkiPFnRVdXFyYmJjAzM4OZmRlMTU3F6wYGBnzvU7GQH4mFNLq6ujh69CjatGmD69evY/jw4ShVqhQ6d+6cJ/uj/OHl5QWFQpEn00qmtcvPYyoKXF1dJckFDw8PxMTEwMzMTMaoiOSVft7+fv368TO/gDI2Nka3bt0kHamHDh1icoGKtadPn+LmzZuSMk6JVDwxuVAACYKAqVOnisOL5s6di6+++irP98sEAxV1ycnJiIqKQnR0tNgBHxMTg7i4OI06hvT09DIdCWBkZAR9fX21ZIIm75/4+HgxuVC/fn0YGxtr9HiUSqVkCqbk5GQkJSWpjahQ3U57nKmpqYiOjkZ0dLRau/r6+pJkg5mZGSwsLGBmZsbPAyoy8jOxkMbIyAinTp1CixYt8OjRI/Tr1w+enp5wdHTM0/1S3mvatClMTU1ztc3Y2Fhcv349V9skkkva1EipqakAPk6N5O7ujkGDBskcGZE8Hjx4gIcPH0rK+vXrJ1M0pIl+/fpJkgtnzpxBZGQkLC0tZYyKSD7pRy2UKlWKUyIVU0wuFEBLlizBH3/8AQAYO3YsFixYkG/7ZoKBiork5GRERkYiIiJC/KvJ2fyqZ/GbmprCxMRETCLo6RWsj0wdHR3o6OhoPMWRIAiS5EP6URppw3yTk5MRERGBiIgIyf11dXVhZWUFS0tL8a+5uTk/H6jQkSOxkKZkyZI4c+YMmjdvjlevXqFbt264dOkSatSokS/7p7yxfft21K5dO1fb9Pf35/QYVGRYW1ujQ4cOOH36tFh25MgRJheo2Eo/JVL58uXh5OQkUzSkie7du8PAwABJSUkAPv7P5O7uji+//FLmyIjkkf5zrF+/fgWuz4TyB5/1AmbHjh2YM2cOAKB3795Yv359vsfABAMVNikpKWJneNolNjY20/rpz8pP2zYyMirSr3OFQgFDQ0MYGhpmeIZNamqqmHBQTTzExMQgKSkJqampCA8PR3h4uHgfXV1dSbLBysqKCQcq0ORMLKSxs7PD6dOn0aZNG4SFhcHFxQXXrl1D6dKl8zUOIqL81K9fP0lywcPDA4mJiTA0NJQxKiJ5pO+U69u3L3R0dGSKhjRhYWGBTp06wd3dXSw7fPgwkwtULL148QI+Pj6SMo6+Kr6YXChALl++jLFjxwIAWrVqhQMHDsj2A4MJBirIUlJS8P79e4SFhSEsLAwRERGZTmtkbm4OKysr8WJhYcFseiZ0dXVhYWGh1tEqCAISEhIkyZvIyEgkJiYiNTUV79+/x/v378X6BgYGsLa2ho2NDWxsbJhsoAKjICQW0tSpUwfHjh2Di4sLgoKCMGDAAJw5cwYGBgayxENElNd69+6Nr776SvzNFh0djbNnz6Jbt24yR0aUv4KCguDn5ycpY6dc4dCvXz9JcuGff/5BXFwcTExMZIyKKP8dPXpUsm1paQlnZ2dZYiH5sYetgAgJCUG/fv2QlJSEqlWr4uTJk7J3MDDBQAWFJskEhUIBc3Nz8ex5JhJyj0KhgLGxMYyNjVG2bFkA0oRD2rRTERERSExMRFJSEkJDQxEaGgqAyQYqGApSYiFNmzZtsGnTJri5ueHChQuYNGkSNm7cyPdHIaJUKvOs7Tp16uRp+0T5zdbWFi1atMDly5fFsiNHjjC5QMVO+lEL1tbWaNOmjUzRkDZ69eoFHR0d8fs5Li4Op06dQt++fWWOjCh/HTlyRLLdo0cP2fswST7sdSsA4uLi0KdPH7x58wYWFhY4efIkrKys5A4LABMMJA+lUokPHz7gzZs3WSYTSpQoIXZYlyhRgomEfJRRwgH4+HkWFhaG8PBwhIWFIS4uLtNkQ6lSpVCmTBme6UN5riAmFtIMGTIEd+7cwfLly7F582Y0aNAAEydOlDssKuKCg4OxevVquLu7Izg4GIaGhqhevToGDhyICRMm5OhzOSUlBXfv3oWPjw98fX3h4+OD+/fviwv5BgYGonLlyhq3Fx4ejtWrV+Po0aMICgqCIAioUqUK+vTpgylTpsDa2vqTY6X817dvX0ly4dixY9iwYQN0dXVljIoof6VPLvTu3Zv/xxQSNjY2aNu2LTw9PcWyw4cPM7lAxUp4eDjOnz8vKePoq+JNIWQ2lwjlC0EQ8MUXX2D//v3Q1dXFoUOH0Lt3b7nDUvPw4UMEBAQAACpUqMAEA+W65ORkvHv3DqGhoXj79q24UFYa1WSCtbU1SpYsWWR+hMfHx4tzEHfu3BnGxsYyR5R7Mko2pGdpaQlbW1uUKVMGVlZW/GyhXFWQEwtplEolevTogX/++Qe6uro4ffo02rdvL3dYlAPBwcEAADMzM5QsWVLmaKTc3d0xePBgREZGZni7g4MDPDw8ULVq1U9qf8GCBZg/f36mt2uTXPD19UXv3r3F5HR65cqVw7Fjx9C0adNPiDRrL168gJ2dHYCPI4wrVKiQ6/sojp4+fYrq1atLyry9vXnWNhUboaGhKF++vOTEKXd3d47gKUT++OMPTJo0Sdy2tLTE27dvedY2FRs7duzA8OHDxW0jIyOEhYXB1NRUvqCKkML4G7Ro9MwVYkuXLsX+/fsBAD/99FOBTCwAHMFAeSMuLg6vX78WRyikn/7BysoKpUuXLnLJhOLExMQEFStWRMWKFQH8L9kQFhaGt2/fIjExEZGRkYiMjERAQACMjIxga2sLW1tb2NjY8ExGypHCkFgAAB0dHRw8eBCOjo548OABXF1d4ePjg2rVqskdGn2iypUrQ6FQYM2aNZgwYYLc4Yhu376NgQMHIi4uDmZmZpg1axbatWuH+Ph47Nu3D5s3b0ZAQAC6d+8OX19fmJmZab0P1Q4zIyMjNGz4f+zdd1xT9/oH8E8S9lRkiIAsmeJiyhAQFRy4O+ywQ29v29vdWttfW+2uHdpxW61d1y7tbbVaFVyoKIIiIjhQQFkyZIsgG5Lz+yPNuZwElBFyMp7365WX5EvIeVrCycn3+X6fZzJqa2tRWFg4oOepqKjA/PnzUV1dDT09Pbz44ouIj48HACQkJODTTz/F9evXER8fj7Nnz8LBwWHAsRLVc3d3x4QJE3Dx4kV2bNeuXZRcIDpj9+7dnPOkubk5ZsyYwWNEZKAWLVrESS40NjYiOTkZcXFxPEZFiOrIl0SKi4ujxIKOo5k6Hu3evRuvv/46AOCee+7Ba6+9xnNEt0cJBjJUDMOgsbERlZWVqK6uVlg1KRKJYGNjw65iNzIy4ilSMlx6JhsYhmHLX1VVVaGpqQnt7e0oKSlBSUkJ5/Vgb29Pq4HIgGhKYkHG1NQUe/fuRXBwMG7cuIEFCxbg1KlTah0z6ZuxsTHa29sRFBTEdygczz//PFpbW6Gnp4dDhw4hNDSU/V5MTAw8PDywevVq5OXl4dNPP8XatWsHfIzQ0FBs3rwZQUFBmDhxIvT09PDII48MOLnw+uuvo7q6GgCwbds23H333ez3pk2bhsDAQNxzzz2orq7GmjVr8J///GfAsRJ+LFmyRCG5sGHDBvpMQXSCfEmk+Ph4GBoa8hQNGQwHBwdMnToV6enp7NjOnTspuUB0QktLCw4ePMgZo7JghMoi8SQnJwehoaFobm7GlClTcOrUKY25qKASSWSgWlpaUF5ejvLycjQ3N3O+Z2hoyFmprou7E7S5LNJAyHayVFVVoa6ujrOqSyAQwM7ODo6Ojhg9ejTtaCC3pWmJhZ4OHz6MuXPnoqurC/Pnz8dff/0FoVDId1hkgDw9PVFYWIi0tDRMnTqV73AASEsMBQcHAwAef/xxbN68WeExEokEfn5+yM3NxciRI1FdXQ19ff0hH/uRRx7BTz/9BKB/ZZGqq6vh4OAAsViMuLg4HDhwoNfHzZ49GwcPHoRIJEJFRQXs7OyGHKuMJm5J1xTnz5/H5MmTOWPZ2dkKY4Romxs3bsDOzg7d3d3s2Pbt23HXXXfxGBUZjE8++QSrV69m79va2uL69ev0GYVovZ07d2Lp0qXsfZFIhJqaGrUrA6rJNPEalD6t8qC+vh4LFixAc3MzRo8ejb1792pMYgGQ7mDw8vICIH3RZ2VlKTTbJaSzsxPFxcU4ceIEDh8+jLy8PDaxYGFhAU9PT0RGRiIuLg6TJ0/G6NGjdTKxQP7HxMQEbm5uCAsLw5w5cxAYGAhHR0fo6+uDYRhUVVUhMzMTBw4cQHZ2Nmpra+ncQxRocmIBAGbOnIlPPvkEALB3716sWbOG54jIYMTGxgIAUlNTeY7kf/766y/260cffbTXxwiFQjz00EMAgIaGBhw7dkwFkSnas2cP2wC6r1gBsPV+xWIx9uzZo4rQiBJMnDgRrq6unDH5EguEaKO9e/dyEgtGRkaYPXs2jxGRwZJfqV1TU4O0tDSeoiFEdeTfr6OioiixQCi5oGpdXV24++67UVxcDGNjY+zatUsja8RSgoH0RiwWo6KiAqdPn8aBAwdw4cIF3LhxA4C0RISHhwemT5+O6dOnw8fHByNHjqRdL6RX+vr6cHBwQEBAAOLi4hAcHAx7e3sIhUJ0d3ejtLQUJ0+exKFDh3Dp0iU0NjbSOYhofGJB5rnnnsOKFSsAAB988AF+++03niMiA/Xcc8/B2NgY69evR0VFBd/hAABOnDgBQFqCKyAgoM/HRUVFsV/zlRyRxQpw45GnDrGSgRMIBAoTc5RcILpAviRSXFzcoHrbEP6NGzcOEydO5IzJ/34J0TZdXV1ISEjgjFFJJAJQckHlXnjhBSQnJwMANm7cqDZb5QeDEgwEkPZRqK+vR3Z2Ng4cOIDMzExUVVWBYRjo6+vDxcUFERERmDVrFnx9fTVyoo/wSyQSwd7eHsHBwZg9ezYmT54Ma2trAEB7ezsKCgpw7NgxJCcn4+rVq+jo6OA5YsIHbUksyHzzzTcICwsDAKxYsQJnz57lOSIyEB4eHti2bRtaW1sxdepUbNu2DZ2dnbzGlJubC0A6IXK7nYKyHls9f0bVZMe1tLTE6NGj+3ycvb09+3fOV6xkcOQnIy5evDjgvhyEaJLm5maFOuU9S4sQzSP/+9u5cyfNhxCtduzYMdy8eZMztmjRIl5iIeqFapCo0DfffIONGzcCkDbUu902b01BTZ51V1dXF8rKylBSUoJbt26x40KhEKNHj4ajoyNsbW2p7iRRKn19fTg7O8PZ2RltbW1sL4+mpibcunULly9fRm5uLsaMGQMXFxeMGjWKzkc6QNsSCwCgp6eH3bt3IyAgAKWlpVi4cCEyMzNvO9FK1EdMTAwAwMbGBsXFxVi+fDlWrlwJDw8PjBw58rbvjQKBAEeOHFFqPO3t7airqwOAO9ZtHTlyJExNTdHS0oKysjKlxtFfsuP2p8ask5MTLl26NOBYZdetfamsrBzQ85GBCQ0Nha2tLWpqatixXbt2YdWqVTxGRcjw2b9/P2cBjJ6eHuLj43mMiAzVkiVL8Oabb7L3y8rKcPbsWQQGBvIYFSHDR36XYVBQkEb0AyDDj5ILKpKSkoKnn34aADBr1ixs2LCB54iUhxIMuuXmzZsoLi5GRUUFWw8ZAKysrDB27FiMGTNGKc0fCbkTWaktDw8PNDY2ory8HKWlpejs7ERFRQUqKipgZmYGFxcXjB07ll6XWkobEwsy1tbW2L17NyIiIlBRUYHFixfj2LFjGtWnSVcdO3aMcx3EMAw6OjqQk5PT588IBAIwDDMs1089FwH0pwSHLLkg65WkarJ4+xsrgAHHKmuUR/ghEomwcOFCfPfdd+wYJReINpMvmRMTE4ORI0fyFA1RhvHjx8PDwwNXr15lx3bu3EnJBaKVJBIJp38XQCWRyP9QckEFrl+/jrvuugvd3d3w8PDAjh07IBRqV0UqSjBoN4lEguvXr6O4uJjtoQBIV9w4OTnBxcVFaybziGaytLSEpaUlfHx8UFlZiZKSEtTV1aG5uRk5OTnIzc2Fk5MTXF1d6bWqRbQ5sSAzefJkbNmyBcuWLUN6ejqeffZZfPPNN3yHRe4gMjJSra6B2tvb2a8NDAzu+HhZAqutrW3YYrodWbyaECsZvMWLF3OSC6dOnUJVVRXt0CJap729XaFO+ZIlS3iKhiiLQCDAkiVL8NFHH7Fjf/75J95//321ugYgRBkyMjIUdnVScoHIUHJhmInFYjzwwAOora2FhYUFEhMTtW7iQ4YSDNqnvb0dJSUlKCkp4WzjtbS0hKurKxwcHG5bt5kQVRMKhXBwcICDgwNu3bqFa9euobS0FF1dXexr2draGq6urrC3t6fzkwbThcSCzN13343s7GysW7cO3377LWJiYnDvvffyHRa5jWPHjvEdAoeRkRH7dX96P8je842NjYctptsxMjJCa2vrsMZ6pzJKlZWVCA4OHtBzkoGJiYmBubk5u1OFYRjs3r0bjz/+OM+REaJcR44c4eyuEggEWLhwIY8REWWRTy5cuXIFly9fxvjx43mMihDlky+J5O3tzenTRXQbzQoOs/fee4/9gPn111/Dw8OD34CGGSUYtENrayuuXr2K0tJSSCQSANKLYAcHB7i6umLkyJH0OyVqz9zcHH5+fvD29kZ5eTmKiopw69Yt1NXVoa6uDqampvDw8ICTk5PW7SbTdrqUWJB57733kJqaihMnTuCxxx5DYGAg3N3d+Q6LaAhzc3P26/6UD2ppaQHQv7JEw8Hc3Bytra3DGivVCOafoaEh5s2bh//+97/s2K5duyi5QLTO7t27OffDw8Nph46WkNWc79nHZ8+ePZRcIFqFYRiF5ALtWiA90WzKMDp27BjeeecdAMCKFStw//338xyRanh7e8PLywuAtFleVlYWGIbhOSrSH01NTTh79iwOHz6MkpISSCQSGBoawtvbG7GxsQgICICVlRUlFohG0dPTg4uLC6ZPn47w8HDY29sDkE5InTt3DklJSSgsLER3dzfPkZL+0MXEAiDdlfPHH3/AxsYGt27dwr333svZUUbI7RgZGcHa2hrAnRsZNzQ0sBP2fPUlkE383ylW4H87EKiHgmaSn5w4evQoGhsbeYqGEOWTSCTYu3cvZ2zRokX8BEOUrrddKHv27OEpGkKGx+XLlzm9RQBKLhAuSi4Mk9raWtx///2QSCTw9fXFpk2b+A5JpSjBoFlu3LiB06dPIzk5GeXl5WAYBiYmJpg4cSJmzZoFLy8vTkkFQjSRQCCAtbU1goODMWPGDDg7O0MgEKC9vR05OTlISkpCfn5+v8pwEH7oamJBZvTo0fj5558hFApx9uxZvPrqq3yHRIago6MDR44cwe+//46MjIxhP56Pjw8AoKCg4LbJ1Ly8PIWfUTVfX18AQGNjI6qqqvp8XGVlJZqamgDwFysZmjlz5nCa1Hd1dSExMZHHiAhRrjNnziicxxYsWMBTNGQ4yP8+T58+fdv3LkI0jfyuBUdHR2pcTjgouTAMJBIJHnroIVRWVsLU1BR//vkn56JZV1CCQb0xDIOamhqkpaXhxIkT7AWQubk5/P39MWPGDLi6ukIkEvEcKSHKZ2ZmhsmTJ2PWrFlwd3eHSCRCZ2cn8vLycOjQIeTk5FBzUDWj64kFmdmzZ+PFF18EAHz++ee0Ok5NXbt2DatXr8bq1atx8+ZNhe+np6fD3d0dsbGxuP/++xEaGoqgoCCUlpYOW0wREREApLu2zp492+fjjh8/zn4dHh4+bPHcjixWgBuPPHWIlQyNubk5Zs6cyRmTn8QgRJPJv097e3trfalkXRMVFcUpP8gwjEIDb0I0mfz78qJFi6iaBeGg5MIwWL9+PQ4cOAAA+Pe//63TTU4owaB+GIZBVVUVjh8/jlOnTqGurg4AMHLkSISEhGD69OlUg57oDGNjY/j5+SE2NhZeXl7Q19eHWCxGYWEhDh8+jPPnz1OSQQ1QYoHrww8/REhICADgkUceGdYJaTI4u3btwvr163H06FGMGDGC871bt25h0aJFqKysBMMw7O3s2bOYN2/esJVo61mGY8uWLb0+RiKR4OeffwYAjBgxAtOnTx+WWO5kwYIF7HVIX7ECwI8//ghAWjaMVgJrLvnSCvv376f3XqI15JML1MhZ+xgaGmLOnDmcMVr8QbTFtWvXkJWVxRmjkkhEHs0eKtmpU6fw2muvAQDuv/9+rFixgueI+EcJBvVx48YNpKam4vTp02w9W1tbW4SHh2PatGkYPXo0ZaCJTjIwMGB7i/j5+cHIyAgSiQQlJSU4fPgwLl26ROWSeEKJBUUikQjbt2+HlZUVGhoacN9996Grq4vvsEgPSUlJEAgEvdbV/vbbb1FTUwMAePbZZ7F7927861//AiCtafvTTz8NS0zBwcGYNm0aAOCHH37AqVOnFB6zYcMG5ObmAgCee+456Ovrc77/448/QiAQQCAQ4K233hqWOAFpCbAHHngAAHDw4EHs2LFD4THbt2/HwYMHAQDLly+n5qgarGcyCZDurjly5AiPERGiHEVFRcjJyeGMUSJUO8n/XpOSktDa2spTNIQoj3yizMrKCpGRkTxFQ9SVHt8BaJOGhgYsW7YMYrEYHh4e+O677/gOSW3Idm/k5+ezzfn8/f1pIltFmpqakJuby6n9OHr0aHh5eSmsqCREl+np6cHd3R0uLi4oKytDfn4+2tvbUVBQgGvXrmHcuHFwc3ODnh69faoCJRb65uTkhO+//x5Lly7FyZMnsXbtWqxbt47vsMjfioqKAAABAQEK3/vjjz8gEAiwePFifP755wCA+fPno7a2Ftu3b8eOHTuwcuXKYYnriy++QHh4ONra2hAbG4vXXnsN06dPR1tbG/773//i22+/BQB4enripZdeGtQxmpubFZIBBQUF7Nc7duxgm0sDwOTJkzF58mSF53n//fdx4MAB1NbW4r777kNmZibi4+MBAAkJCdiwYQMAwMbGBu+9996gYiXqwcbGBhEREUhJSWHH9u7dy/6+CdFU8o2cbWxs2J2HRLvMmTMHIpEIYrEYANDe3o7Dhw9TMoloPPkSX/Hx8fRZmCigV4SSMAyDFStWoLS0FMbGxti+fTtMTEz4DkutUIJB9VpbW5GXl4eysjJ2zMrKCr6+vhg1ahSPkRGi3kQiEVxcXODk5ITi4mJcuXIFXV1dyM3NRXFxMby8vDB27FgqHzaMKLFwZ4sXL8a//vUvbNy4ER9++CGio6MRFxfHd1gEYHcm2NnZccabmprYreWPPvoo53vLli3D9u3bcf78+WGLa8qUKfj999/x4IMPoqmpid1t25OnpycSExM59aMHoq6uTuG/raeXX36Zc//NN9/sNbng5OSEvXv3YtGiRaiqqsJHH32Ejz76iPOY0aNH46+//oKjo+OgYiXqY/78+QrJha+//preZ4lG2717N+d+fHw89bPTUlZWVpg2bRqOHTvGju3evZuSC0Sj3bp1i/OaBqTv14TIo6s1Jfnqq6/w119/AQA++eQTTJo0id+A1BSVSFKNjo4O5OTk4MiRI2xiwdzcHCEhIYiIiKDEAiH9JBKJMG7cOMyaNQseHh4QiURob2/H+fPncfToUVRUVNA5bBhQYqH/Pv/8c0yZMgWAtDTM9evXeY6IANLXMAB2BaNMWloaxGIxRCIRoqOjOd9zcnICIC1hOJzmz5+PCxcu4IUXXoCnpydMTEwwYsQIBAYG4qOPPkJ2djbGjRs3rDH0V0hICC5evIg33ngDfn5+MDMzg5mZGSZMmIA33ngDOTk5tApYS8hPwFVWVirUeCZEkzQ0NHASZgCVRNJ28r/fvXv3KlwHEKJJDh8+zCkNrKenh9jYWB4jIuqKdi4oQVZWFlatWgUAWLp0KZ566imeI1JvtINh+IjFYhQUFKCgoIBtCGlsbAwfHx84OjrS/2NCBklfXx++vr5wc3NDfn4+rl27hpaWFmRmZmLEiBEYP348p8wHGTxKLAyMnp4etm/fDn9/f9TW1uLBBx9EUlISrYzkmaWlJW7cuKGQ7JGt/po0aRJMTU17/VkjI6PhDg/Ozs749NNP8emnnw7o5x555BE88sgjt32Mi4uLUpOu1tbWePfdd/Huu+8q7TmJ+vH09ISnpyeuXLnCju3ZsweBgYE8RkXI4O3fv58zsWxkZIRZs2bxGBEZbgsWLMCLL77I3q+trUVGRgZCQ0N5jIqQwZMv7RYVFUWfy0ivaOfCEDU1NeHee+9FZ2cnXF1d8eOPP/IdkkagHQzKV1VVhaNHjyIvLw/d3d0wMDCAn58fZsyYAScnJ0osEKIERkZGmDRpEmJiYuDg4AAAuHnzJtLS0pCZmYm2tjaeI9RslFgYHHd3d2zevBkAkJycjPfff5/niIifnx8AYNeuXeyYWCxm+y1Mnz5d4WcqKioAKJZSIkRX9LbqlxBNJd8EdebMmX0mlYl2cHd3x/jx4zlj8q8DQjSFRCJBYmIiZ4xKIpG+UHJhiJ566ikUFBTA0NAQf/zxB8zMzPgOSWNQgkE5WlpakJ6ejtOnT6O1tRVCoRCenp6YOXMm3N3dafUqIcPAzMwMgYGBiIqKYncsVFRU4MiRIygoKIBEIuE5Qs1DiYWhue+++9gmwG+//TZOnDjBc0S6bfHixWAYBr/88gteeeUVJCQk4P7778e1a9cAAPfcc4/Cz2RmZgIAxo4dq9JYCVEX8pMW586dQ2lpKU/REDJ4nZ2d2L9/P2eMSiLpBvnfMyUXiKbKzMxke4jJxMfH8xQNUXeUXBiCv/76C7/++isA4N1336Vtu4NACYbBE4vFyMvLw9GjR1FdXQ1A2tgwJiYGPj4+0NfX5zlCQrTfiBEjEBYWhsDAQBgZGUEsFuPSpUtITk5GbW0t3+FpDEosKMfGjRvh6+sLiUSCRx99FC0tLXyHpLMef/xx+Pj4gGEYrF+/HgsXLsSOHTsASCdQe7tm3LVrFwQCgUIvBkJ0RVhYGKysrDhjCQkJPEVDyOClpKSgqamJM0aTcrpBPrlw+fJlFBQU8BQNIYMn//7r7e0Nd3d3nqIh6o6SC4NUX1+PJ554AgAwbdo0vPTSSzxHpLkowTAwDMOgsrISR48eRX5+PiQSCUxMTBASEoKQkBDabkuIigkEAjg4OCAmJgbjxo2DQCBAc3MzTp48SaWS+oESC8pjaGiIX3/9FQYGBigsLMRrr73Gd0g6y9DQEEeOHMGSJUugp6cHhmGgr6+P5cuX45dfflF4fEpKCi5fvgwAVJOb6Cw9PT3MnTuXM0arfokm2r17N+d+cHAw7O3teYqGqFJwcDBsbW05Y3QeI5pIPrlACVJyO5RcGKRnnnkG1dXVMDMzw08//QShkP5XDgUlGPqnubkZp0+fRkZGBlsCydvbGzExMRg9ejTf4RGi0/T19TF+/HhER0crlEq6evUqlUrqBSUWlG/KlClYtWoVAODf//43jh8/znNEumv06NHYsWMHmpqaUFFRgaamJvz0008wNzdXeKyTkxOSk5Nx9OhRBAUF8RAtIepBftVvcnIybt26xVM0hAwcwzAKk8lUEkl3CIVChRJvlFwgmqaiogLZ2dmcMUoukNuhGfFB2LlzJ3777TcAwPvvvw9XV1eeI9IOlGDom0QiQX5+PpKTkxVKIHl5eVFfBULUiIWFhUKppMuXLyM5ORk3btzgOzy1QYmF4fP2229jwoQJAIAVK1ZQeaRhdqcSaIaGhrC3t4eBgUGfj3F1dUVUVBSioqIgEAiUHSIhGiMuLo5T2rOzsxOHDh3iMSJCBubChQsKvUIouaBb5H/fqampqK+v5ykaQgZOfteCrBQwIX2h5MIA1dXV4cknnwQAREZG4umnn+Y5Iu1CCQZFjY2NSElJQV5eHiQSCUxNTTF16lQqgUSIGuurVNKJEydw6dIliMVivkPkFSUWhpeenh5+/vlnGBgYoKioCK+++irfIWk1e3t7hIeHY926dcjJyeE7HEI0moWFBaKiojhje/fu5SkaQgZOfpW6q6sr/Pz8eIqG8GHmzJkwNjZm74vFYoUG34SoM/nkwuzZs6mnJ7ktSi4M0NNPP42amhqYm5tTOaRhQgkGKdluhePHj6OxsRECgQAeHh6YPn067Ozs+A6PENIPPUsljRw5EgBQUFCAY8eO6ewuBkosqMbkyZPx8ssvAwC++uorHDt2jN+AtJhEIsGpU6fwxhtvYNKkSXB1dcUzzzyDQ4cOoauri+/wCNE48qt+ExMTdT4pTzRHbyWRaEeabjExMVHon0SlkYimaG1txeHDhzlj8qW+CJFHM+MD8Oeff+L3338HIC2H5OLiwm9AWkzXEwxNTU3sbgWGYWBubo5p06bB19eXSiARooEsLCwQEREBX19fCIVCnd3FQIkF1Xr77bcxceJEANLySM3NzTxHpJ1SU1Px6quvwtfXFwzD4Nq1a9i0aRPmzJmDUaNGYenSpfjxxx/vWD6JECIlP4lRV1eH9PR0nqIhpP8qKiqQmZnJGaOSSLpJ/ve+f/9+dHR08BQNIf2XnJyM9vZ29r5QKMTs2bN5jIhoAkou9FNtbS1bDikqKgpPPfUUzxFpP11MMMh2Kxw7dgyNjY0AAA8PD0RFRbGrngkhmkkoFLJ/zyNGjACgW7sYKLGgeiKRiC2PVFxcTOWRhklYWBg++OADXLx4EUVFRfjiiy8wc+ZM6Ovro7m5Gbt27cLKlSthb2/PeSwhpHcuLi5s3xgZKo1ENIH869TS0hLTpk3jKRrCp/j4eM6OlebmZtpFSjSCfEmk8PBwWFlZ8RQN0RSUXOinp59+GrW1tTA3N8ePP/5I5ZBURJcSDL3tVoiMjKTdCoRoGQsLC0ybNg0+Pj46s4uBEgv8mTRpEl555RUAwMaNG5GcnMxzRNrNxcUFzzzzDA4ePIi6ujps374dDz30EKytrSGRSJCeno41a9Zg8uTJ7GOpfBIhiuR3L1BJEaIJ5F+nc+fOpTrlOsrOzg4hISGcMTqPEXXHMIxCciE+Pp6naIgmoRnyftixYwf++OMPAMAHH3xA5ZBUTNsTDAzD4OrVq2xvBYB2KxCi7YRCITw9PXvdxXDz5k1eY1M2Sizw780338SkSZMAUHkkVTIzM2NLIlVVVSEtLY1TPqm0tJTKJxHSB/mSIrm5uSgoKOApGkLurLm5GUeOHOGMUUkk3Sb/+9+zZ49WzWMQ7XPhwgWUl5dzxii5QPqDkgt3UFtbi3/9618AgOjoaPZrolrammBob2/HqVOncPnyZUgkEpiZmdFuBUJ0SF+7GIqKirTiHEeJBfUgEonwyy+/wNDQECUlJexOBqI6AoEAoaGhbEmk4uJi/Pvf/+6zfFJoaCjWrVuHa9eu8R06IbwICgqCnZ0dZ4xKIxF1lpSUhM7OTva+np4e1SnXcfLJhfLycpw7d46fYAjpB/n3WVdXV/j4+PAUDdEklFy4g6eeegq1tbWwsLCgckg807YEQ21tLY4dO8auUHRzc0N0dDTtViBEx/TcxWBubg6JRIKLFy/izJkznA+pmoYSC+plwoQJbFJh06ZNOHr0KM8R6TZnZ2c8/fTTnPJJDz/8MFs+6fTp03jjjTfw008/8R0qIbwQCoUKqyUpuUDUmXwpkcjISHZ3KtFNvr6+cHNz44wlJibyFA0hd9ZbSaSevUMI6QvNlN/G9u3bsX37dgDSckjOzs48R0S0IcEgkUiQm5uLkydPoqOjA/r6+ggODsaECRNotwIhOszCwgKRkZHse01lZaXGNnumxIJ6Wrt2LSZPngwAWLlyJZVHUhOy8klbtmxhyye98sorGD9+PH2gIzpNvu9CSkoKGhoaeIqGkL5JJBKFSWP51y/RPQKBQCFJKj95S4i6qK6uRkZGBmeMzmOkvyi50IeGhgY89dRTAKTlkJ588kmeIyIympxgaGtrw8mTJ3HlyhUAgJWVFaKjo2Fvb89zZIQQdaCnp4fJkycjICAAIpEIbW1tSE1NxdWrVzXmPEeJBfUlXx7p9ddf5zskIkdWPmndunW4cOECXn31Vb5DIoQ3M2fOhJGREXtfLBbjwIEDPEZESO+ysrJQXV3NGZs3bx5P0RB1Iv86yMjIQE1NDU/RENK3/fv3cz5vykp2E9IflFzow5o1a1BbWwtTU1Mqh6SGNDHBUF1djWPHjqG+vh6AtGlzeHg4TExMeI6MEKJuHB0dER0dDUtLSzAMg8uXLyM9PR0dHR18h3ZblFhQf35+fnj55ZcBAF999RUuXLjAc0TkdvT19fkOgRDemJqaYsaMGZyxPXv28BQNIX2TX43u6ekJDw8PnqIh6iQqKgqmpqbsfYZhsH//fh4jIqR38uex2NhYGBoa8hQN0TQ0Y96L7OxsfP311wCAl19+mcohqSlNSTBIJBJcunQJ6enp6OzshKGhIUJDQ+Hr60tJK0JIn8zMzDBt2jS4uroCAGpqanDs2DHU1dXxHFnvKLGgOdasWQM3NzdIJBI89dRTavneqYtqamqQkpKClJQUvkMhRG3IN0Tdv38/urq6eIqGkN71VqecEAAwNDREbGwsZ4xKIxF109nZiYMHD3LG6DxGBoJmNuXIPmhLJBJ4eHhQyQA1p+4Jho6ODpw8eRIFBQUAAGtra0RHR8PW1pbnyAghmkAkEmHixIkICgqCvr4+2tvbkZaWhoKCArU611FiQbMYGBjgiy++AACkpqbi119/5TkiAkgnTaOjoxETE8N3KISoDfnJjcbGRqSlpfEUDSGKKisrcfbsWc4YTcqRnuRfDwcPHkRnZydP0RCiKCUlRaEX29y5c3mKhmgiSi7I+fnnn3Hq1CkAwJdffgk9PT2eIyJ3oq4JhsbGRhw/fpwtg+Tt7Y2wsDBO7VhCCOmPMWPGIDo6GiNHjgQAXLp0CdnZ2RCLxTxHRokFTRUfH89+aHj55ZfR2NjIc0RERh2uYQhRF2PGjEFAQABnbO/evTxFQ4iiffv2ce5bWFggIiKCp2iIOpKfpL116xZSU1N5ioYQRfLvq8HBwbCzs+MpGqKJKLnQQ0NDA1avXg1AugU3Li6O54hIf6lbguH69es4ceIE2traoKenh6lTp8LLywsCgYC3mAghms3ExATh4eEYO3YsAKCsrAxpaWlob2/nLSZKLGi2jRs3wsTEBNXV1XjzzTf5DocQQno1f/58zn0qKULUifzrMS4ujvrlEI7Ro0cjMDCQM0bnMaIuGIZRSC7Q7isyUJRc6GHt2rVsE+evvvqK73DIAKlDgoFhGOTl5eHMmTMQi8UwNTVFZGQkZX0JIUohEokwefJk+Pn5AZAmxY8fP46GhgaVx0KJBc3n4uKCF198EYC0ufPFixd5jogQQhTJT3JcuXIFV65c4SkaQv6nvb0dSUlJnDGalCO9kX9dUHKBqIu8vDwUFxdzxuST+oTcCdX8+du5c+ewadMmANLyAE5OTjxHRAbD29sbAJCfn4/y8nIAgL+/v0p2DHR3dyMrKwuVlZUAABsbGwQGBsLAwGDYj00I0R0CgQDu7u4wNzdHZmYm2tvbkZqaiilTpsDR0VElMVBiQXusWbMG27ZtQ1FREZ566ikcP36cdtkNkJubm1KeR77WLSFEasqUKbC3t2evsQEgMTERnp6ePEZFCHD8+HG0tLSw9wUCAebMmcNjRERdzZs3D2+99RZ7/+rVq7hy5Qqdxwjv5BNdDg4OmDRpEk/REE1FyQVwmziPGzeOmjhrOD4SDK2trTh9+jSampoAAO7u7vD19YVQSJuDCCHDw9bWFpGRkTh9+jSam5tx9uxZNDU1wcfHZ1jPd5RY0C6y5s7z58/HiRMnsHXrVjz44IN8h6VRSkpKIBAIhrxbkpI6hPROKBRi3rx5+P7779mxvXv34oUXXuAxKkKkSa6eQkJCYGNjw1M0RJ35+/tj9OjRqKqqYscoSUrUgXxyIT4+nq5JyYDRzCeAX375BSdPngRATZy1hSpLJNXV1eH48eNoamqCUChkS5ZQYoEQMtzMzMw4pdeuXr2KjIwMdHV1DcvxKLGgnai5s3KYmZnB2dl50DcrKyu+/xMIUVvyJUVOnDiBmzdv8hMMIZCWw+1tUo6Q3siSpD1RaSTCtxs3biAtLY0zRucxMhg6P/t58+ZNvPzyywCkdcVmz57Nc0REWVSRYCgvL8fJkyfR2dkJQ0NDhIeHw9nZWanHIISQ29HX10dISAjGjRsHAKiqqkJqaira2tqUehxKLGg3WXPnqqoqzrZ9cmcuLi4AgLCwMBQXFw/6tn79en7/QwhRYzNnzoShoSF7v7u7G4cOHeIxIqLrcnNzFeqU06QcuR3510dKSgot6CC8OnDgAMRiMXvfyMgIMTExPEZENJXOJxd6NnHeuHEj3+EQJRvOBENhYSHOnj0LhmFgaWmJqKgoWnVICOGFQCDA+PHj4e/vD6FQiKamJqSmpiqthjslFrRfz+bOX375JTV3HoCgoCAwDIPMzEy+QyFEa5mamipMeNCqX8In+ZJIjo6OmDhxIk/REE0wc+ZMTj/G7u5uhYbghKiS/PvojBkzYGJiwlM0RJPpdHLh3LlzbEJh1apV1MRZSyk7wcAwDC5duoScnBwA0sbN4eHhMDY2Vkq8hBAyWE5OTggNDYWenh5aW1tx4sQJNDQ0DOk5KbGgO9asWQM3NzeIxWI89dRTw1ZOUNsEBwcDABoaGlBUVMRzNIRoL/lVv/v27eOsuCREleQn5ebNm0d1ysltmZmZITo6mjNGSVLCl+7ubuzfv58zRruvyGDpbHJBIpHg6aefZps4v/baa3yHRIaRshIMEokE2dnZKCgoAAA4ODhg6tSp0NfXV2q8hBAyWNbW1oiIiIChoSE6OzuRlpaGmpqaQT0XJRZ0i6y5MyCtZ75t2zaeI9IMsuQCAGRkZPAYCSHaTb5eeX19PdLT03mKhugyqlNOBouSpERdnDx5UqF3EZ3HyGDpbHLht99+Yy8IvvzyS872NKKdhppg6O7uRkZGBsrKygAAbm5uCAgIoMbNhBC1Y2lpiWnTpsHU1BRisRjp6ekoLy8f0HNQYkE3xcfHY86cOQCkuzqVVVpLm/n7+yMqKgqRkZFD+v8VERGBLVu24D//+Y8SoyNEezg7OyuUnaFVv4QPBw8epDrlZFDkk6S1tbU4c+YMT9EQXSb//jl58mQ4OjryFA3RdDo5K9rR0YHXX38dADB37lxq4qxDBptg6OzsxMmTJ1FdXQ0A8PX1hZ+fH219JYSoLVNTU0ybNg2WlpZgGAZnz55FYWFhv36WEgu6bdOmTTAyMkJVVRW7k4H0zdTUFMnJyUhOTsY//vGPQT+Pu7s7Hn74YTz88MNKjI4Q7SK/qpKSC4QP8v0WYmJiqE456Rc3Nzf4+PhwxuRfT4Sogvz7J+1aIEOhk8mFzZs349q1a9DT08OGDRv4Doeo2EATDG1tbWzdcoFAgMmTJ8PDw4MSC4QQtWdoaIjw8HDY2NgAAHJycnDp0qXbnvMosUBcXFywYsUKAMDHH3+M+vp6niMihBAp+cmPnJwclJSU8BMM0UlUp5wMFSVJCd8KCwuRm5vLGaPzGBkKnUsu3Lp1C++99x4A4L777oO3tzfPERE+9DfBcOvWLaSkpKC5uRkikQjBwcFwdnZWdbiEEDJo+vr6mDp1KhwcHAAABQUFOHfuXJ/nPEosEAB45513YGFhgaamJnzwwQd8h0MIIQCkPU6sra05YzQxR1QpPT0dN27c4IzJl7oh5HbkJ3HPnTs34PKlhAyF/PumjY0NgoKCeIqGaAOdSy5s2LABdXV1MDY2xrp16/gOh/DoTgmGpqYmpKWlob29Hfr6+ggLC8Po0aP5CpcQQgZNKBQiICAAbm5uAIDS0lJkZWVBIpGwj6HEAulp1KhReOaZZwAAX331FUpLS3mOiBBCAJFIpDCRS8kFokryr7eJEydi7NixPEVDNFFYWBhGjBjBGaPSSESV5M9j8+bNo16iZEh06tVTU1PDlkF67LHH2FWcRHf1lWCQJRZkk2wRERGwsrLiOVpCCBk8gUAAPz8/hXOeRCKhxALp1WuvvQY7Ozt0dnbizTff5DscQggBoLjqNzk5mZrPE5WRnwSmXQtkoPT09BT6flJygahKU1MTjh8/zhmbP38+T9EQbaFTyYX33nsPzc3NGDlyJN5++22+wyFqQj7BkJ6ejrS0NHR2drL1ymmSjRCiDQQCAby9vdmSgBUVFUhPT0dqaiolFogCExMTvPLKKwCAn3/+GZcuXeI5IvXzzjvv4J133kFdXZ3Sn7u2tpZ9fkLI/8TGxkJPT4+939nZiaSkJB4jIrqipKQEOTk5nDGqU04GQ/51c/jwYbS1tfEUDdElSUlJ6OrqYu/r6+tj1qxZPEZEtIHOJBeKioqwefNmAMBzzz2nsA2N6LaeCYaamhpKLBBCtJqXlxd8fHwASCcwOzs7oa+vT+c8ouCZZ56Bq6srJBIJXnvtNb7DUTtvvfUW3n77bdTU1Cj9uWtqatjnJ4T8j4WFBaKiojhjVBqJqIL86vJRo0YhJCSEp2iIJps9ezanDE1bWxuSk5N5jIjoCvn3y+joaJibm/MUDdEWOpNcWLt2Lbq6umBvb8+uwiOkJ3t7e84b/IgRI2BmZsZjRIQQMnzs7e0hEonY+3TOI73R09NjJ7f37NmDtLQ0niMihBDFEg6JiYmcPkKEDAf5Sbm5c+dyrqUI6a9Ro0YhLCyMM0ZJUjLcJBKJQpKUdl8RZdC780M03/nz57Ft2zYA0vrBRkZGPEdE1E1TUxNOnjwJiUQCPT09dHd3o7q6GllZWfD394dAIOA7REIIURpZjwWxWAyRSASxWIza2lr2nEcNvUhPDzzwANavX48LFy7g1VdfRUpKCr0vyjlz5ozSSyMVFxcr9fkI0Sbx8fF4/vnn2fvV1dU4e/YsgoKC+AuKaLWWlhaFleXUb4EMxbx585CamsreT0xMBMMwdI1Fhs2ZM2dQW1vLGaPzGFEGnUgu/N///R8YhsG4cePw5JNP8h0OUTO3bt3CyZMnOaWQKioqkJ+fj/LycgCgBAMhRGv01ry5uroaly9fRkVFBQQCAZ3zCIdQKMS6devYD8H79u2jDyJyVqxYwXcIhOgUd3d3eHt7Iy8vjx3bu3cvJRfIsDly5Ag6OjrY+yKRCHFxcTxGRDRdfHw8/u///o+9X1paipycHEyYMIHHqIg227t3L+e+j48P3N3deYqGaBOtX5p4/Phx7N+/H4C06R5tWyQ9tbS0sJNsssSCubm5QpPnrKwsMAzDc7SEEDI0vSUWLCws4OHhwTZ5Li8vR3Z2Np3zCMfcuXMREREBQLpoQywW8xyR+mAYZthuhJC+yZdyoJIiZDjJv76mTZtGfRzJkIwfPx7Ozs6cMTqPkeEk//qikkhEWbR65wLDMGx/hSlTpuDee+/lOSKiTtrb23Hq1Cl2ki0sLIzTyEY20UY7GAgh2qCvxIKMl5cXGIZBfn4+ysrKYGhoiPHjx/MYMVE3n3zyCcLCwnDx4kVs27YNy5cv5zsk3lHzRUL4M3/+fKxfv569n52djYqKCjg4OPAYFdFGDMNQnXKidAKBAPHx8di4cSM7lpiYyNnNQIiylJWV4fz585wx+f5FhAyWVicX/vrrL5w+fRoA8OGHH1INacLq6upCeno6WlpaIBKJEBoayplkk6EEAyFEG9wpsSDj5eWFrq4uFBUVoaCgAEZGRrRVlrCmTp2KefPmISEhAWvWrME999wDQ0NDvsPiVVRUFN8hEKKzwsLCMGLECNy8eZMdS0xMxD//+U/+giJa6dy5c7h+/TpnjMoDEmWYN28eJ7lw6tQp1NXVwdramseoiDaST5COHDkSoaGhPEVDtI3WzrZ3d3fj9ddfBwBER0cjNjaW54iIuhCLxcjIyEBjYyMEAgGCg4Nvu6WVSiQRQjRZfxMLgHQFlZ+fH7vqMycnB2VlZaoMl6i5Tz75BHp6erh27Ro2b97MdziEEB2mp6eHOXPmcMbk60kTogzypUTc3d3Zz4eEDMX06dNhYmLC3pdIJDhw4ACPERFtJX8emzNnDvT0tHq9OVEhrU0u/PHHH8jNzYVQKORslyW6jWEYZGVloa6uDgAQEBAAW1vbO/4cJRgIIZpoIIkFGVlDZxsbGwDSMhM1NTWqCJdoAG9vb9x3330ApLtC29vbeY6IEKLL5EvTHD58GK2trTxFQ7RVb3XKaSc7UQYjIyPMnDmTM0Z9F4iytba24siRI5wxKu1GlEkrkwsMw+DDDz8EAMTFxSEgIIDniIg6YBgGFy9eZLe0TpgwYUA1WSnBQAjRJINJLMgIhUIEBQXB0tISDMMgIyMDDQ0Nwxwx0RTvvvsuDAwMUFVVhR9//JHvcAghOmz27NkQiUTs/fb2duqFQpSquroaZ86c4YxRSSSiTPKvp4MHD6Krq4unaIg2OnLkCGdBkEgkQlxcHI8REW2jlcmFxMREXLx4EQCwdu1anqMh6uLKlSsoLi4GAHh4eMDNzW3Az0EJBkKIJhhKYkFGX18foaGhMDU1hVgsRnp6Opqbm4cpYqJJnJ2dsXjxYgDAxx9/jO7ubp4jIoToKisrK4SHh3PGaNUvUab9+/dzPu+ZmZkhMjKSx4iItpFPLty8eRNpaWk8RUO0kfz7Ynh4OKysrHiKhmgjrUsuMAyDDz74AAAwbdo0TJ06leeIiDq4du0a8vLyAABjx46Fj4/PoJ9LExMMDMOgq6sLXV1dkEgkah8vIepALBajs7MT3d3dGvV3o4zEgoyhoSFCQ0NhaGiIzs5OnDx5Em1tbUqOmGiiN998E0KhEMXFxfj999/5DocQosPkSzskJCRozHs2UX/yk3KzZs2CoaEhT9EQbeTg4IApU6ZwxuSb7xIyWAzD9FrajRBl0rruHSkpKTh16hQAsA2diW6rqqrCuXPnAACjR4/GpEmThlwj09vbGwCQn5+P8vJyAIC/v7/Sa28yDIMbN26goqIC169fR319PW7evImGhgbOv7Jba2srOjo60NnZiY6ODvbW2dmp8NxCoRBCoRAikQhCoRD6+vowMTGBqalpr7eRI0fCysoKo0aNwqhRo9ivraysYGtrCwsLC6o9SngnkUhw48YN1NTUoLq6GjU1Nairq0NjY2Ovt6amJs7fSs+/H7FYrPD8AoGA/dsRCoUwNDSEmZkZTE1NOf/Kvpb9fdjY2Cj8a2ZmpvS/GWUmFmRMTU0RGhqK1NRUtLW1IT09HREREdDX11dS1EQT+fj4YPbs2di3bx8+/PBD3HfffRAKtW7NCiFEA8THx2P16tXs/fLycpw/fx6TJ0/mLyiiFTo7O3Hw4EHO2Pz583mKhmiz+Ph4ZGdns/cTEhLwySef8BgR0Rbnzp1jS4PL0HmMKJvWJRfWrVsHAJgyZQrVECNoampCZmYmAOm26YCAAKVNfigjwdDV1YXi4mJcvXoVV69eRVlZGZtIkP07XM0yJRIJJBIJW86ira0NTU1Ng34+ExMTjBkzBvb29hgzZgz7tZOTE5ydneHi4gI7OzuafCKD1tzcjPLycpSVlaGsrIzzdWVlJaqrq1FXV9drUkBZGIaBWCxmj9HR0THovxsjIyM4ODjAxcUFrq6ucHFxYW+urq4YPXr0gP5ehiOxIGNpaYmQkBCcOnUKTU1NyMrKQnBwMCUUddzatWuxb98+5OTkIDExkT6oEEJ44e3tDTc3NxQVFbFjCQkJlFwgQ5aSkqJQEnLu3Lk8RUO0WXx8PN599132fl5eHgoLC+Hu7s5jVEQbyO9acHd3ZytxEKIsWpVcyMrKYlcWvPrqqzxHQ/jW2dmJ06dPQywWw8TEBCEhIdDTU+5Lvr8JhtraWly8eBFXrlzh3IqKioZ1IlSVWltbUVBQgIKCgj4fY2hoCGdnZzbZMG7cOHh5ecHLywtubm4wMDBQYcRE3TAMg4qKChQWFqKwsBBFRUUoKipiv66rq+M7RKVqb29n/1t7Y2BgADc3N/j5+XFu7u7uCuey4UwsyFhbW2Py5MnIyspCVVUVcnNz4evrq9RjEM0SEhKCyMhIpKSkYN26dYiPj6eEEyFE5QQCAebPn48vvviCHUtISMAbb7zBY1REG8hPygUHB8POzo6naIg2CwwMhK2tLWpqatixxMREPPvsszxGRbRBbyWR6HqdKJtWJRc+/PBDANJmvXfddRfP0RA+SSQSnDlzBq2trRCJRAgJCRm2ieueCYaysjLU1NSgq6sL2dnZyMrKQnZ2NsrKyobl2Jqmo6ODTazIE4lEcHNzY5MNnp6e7Nd2dnb0BqhFurq6UFhYiNzcXM4tLy8PLS0tfIenNjo7O5GXl4e8vDzs2LGDHTcwMICPjw/8/PwwYcIE+Pn5oaOjAyKRaNgSCzJOTk5oampCQUEBrl69CgsLCzg6Og7LsYhmeP3119mSlCkpKYiKiuI7JEKIDoqPj+ckFzIyMlBdXU0TwWTQeqtTLt94lxBlEQqFmDt3Ln788Ud2LCEhgZILZEiqq6uRkZHBGaN+C2Q4aE1y4cqVK+zky6pVq6j0io7LyclhVzkHBAQM20RbS0sLO6GSnJyMixcvorGxUenHEQgEbJ32kSNHYuTIkRgxYoTCv6ampjA0NISBgQHnX0NDQ7Y+ukQigVgsVvi3s7MTra2taGlpUbg1NzejoaEBN27cQH19Perr69mvlVW2SSwWs+Wh5C/kLSws2ESDn58fJk6ciAkTJsDBwYGSDmqstbUVeXl5CkmEgoICdHV1DfvxR44cyf7djBgxAhYWFrC0tOTcLCwsYGxszP6dyP/diEQiMAzDlhHreROLxWhvb2f/Rnr+29LSglu3bqG+vh41NTWoqalBbW0tampqhvw309nZifPnz+P8+fPsmFAohLOzMyIjI1FZWYmpU6fC29t7WN4LfX19cevWLVRXVyM7OxtmZmYYMWKE0o9DNENsbCz8/f2RlZWFdevWUXKBEMKLyMhImJmZsSVsGIbBvn378Oijj/IcGdFUV65cUdhdSpNyZDjFx8dzkgvHjh3DrVu3YG5uzl9QRKPJNwY3MzNDZGQkT9EQbaY1yYWPP/4YDMPA0dERK1as4DscwqOSkhIUFxcDkDactLe3V9pz37x5E2lpaUhJScHx48dx9uxZtmfBUFhbW8PT0xOurq5wcHDAmDFj4ODgwN7s7e3Vtnlqa2srqqqqcP36dVRWVnL+raioQGlpKa5duzakyeSmpiacOXMGZ86c4YyPHDkSEyZMYG8TJ06En58fXYCpWHd3N65evYqLFy8iJyeH/bewsBAMwyj9eFZWVnBycoKjoyOcnJzYr+3s7GBra8smFNSxzBbDMGhubkZtbS2qq6tx7do1lJSUsOct2de9NWG/HYlEguLiYhQXF+Onn34CIE3KycrWzJo1CwEBAUopDScQCBAQEMDWIT59+jSioqJgZGQ05OcmmunVV1/FPffcg4MHDyIrKwv+/v58h8Q7V1dXCIVCHDx4EOPGjevXz5SWliI6OhoCgaDPcmmEkN4ZGBggLi4Of/75JzuWkJBAyQUyaPKLncaMGYMpU6bwFA3RBbNmzYK+vj77ubmrqwtJSUlYsmQJz5ERTSV/HouLi1PLz8hE82lFcqG8vBw///wzAODZZ59Vel19ojnq6upw4cIFAICDgwM8PDyG9Hzt7e04fvw4Dhw4gGPHjuH8+fODniw1MjKCt7c3PD09OTcPDw9YWVkNKU4+mZiYwM3NDW5ubn0+RiKRoKqqip04vXbtGgoLC3HlyhXk5+dzaksORENDA1JSUpCSksIZd3V1VUg6eHh40LlhiBiGQVlZGZtAkCURcnNzBzwZfjvGxsZwd3dnX1c9v3ZycoKpqanSjqVqAoEA5ubmMDc3h5ubG0JDQxUeI/t7KS4uRm5uLnJycpCTk4NLly6hqqqq38dqampCUlISkpKSsGbNGlhaWiImJgazZs3CzJkzMW7cuEHv/NHX10dISAhSUlLQ3t6OjIwMhIeHQyQSDer5iGZbunQpPD09ceXKFaxbtw7bt2/nOyTeXbt2DQKBYEDnxq6uLpSUlNCOPEIGaf78+ZzkwqFDh9DR0QFDQ0MeoyKaqreSSHR+JsPJwsICUVFROHz4MDuWkJBAyQUyKB0dHTh06BBnjHZfkeEiYIZjWamKvfjii/jss89gbW2NsrIyWj2po1pbW3H8+HF0dnbC0tISERERg5pMvn79OhITE5GYmIjDhw8Pqga8mZkZnJ2d4e7ujoCAACxZsgTe3t40ud2HmzdvIj8/X+F29epVdHR0KOUYhoaG8PHxYUsqyZrjqkNppba2NvaNPzY2FsbGxrzGAwD19fWcXQiyf5uampR2DDs7O3h7e8PHx4dzU4ffibqqq6vDmTNnkJiYyDaDLi4uHtQOKmdnZ8yaNQtxcXGYPXs2zMzMBvwcNTU1OHXqFABpP4YpU6bQ705Hff/993jssccgEAiQm5sLLy8vvkPilVAohEAgwMWLF/vd+LywsBAeHh4QCAQQi8XDHCG5k/Lycjg5OQEAysrKqL+MBqipqcHo0aM5C4EOHjyI2NhYHqMimujmzZuwtrbmnIt3796NBQsW8BgV0QVffPEFnn/+efa+ra0tKisrqew3GbBDhw4hLi6OvS8QCFBVVQVbW1seoyL9oYnXoBo/01lfX49vv/0WAPDEE09QYkFHdXd34/Tp0+js7IShoSFCQkL6PZEva/6cmJiIhIQEZGdnD+jYenp6CAwMxLRp0xAUFAR/f3+4urqyq/IBsM1WSe9GjBiBkJAQhISEcMYlEglKS0vZZMPly5dx4cIF5OTk4NatWwM6RkdHB86dO4dz585xxi0tLdlEQ8+btbX1UP+zNEJraysuX76ssBuhsrJSKc8vEAjg4uKikEDw9vbW6B07fDE0NIRAIMCsWbMwb948hIeHQ19fH9nZ2UhPT2dv/Wkif+3aNXz//ff4/vvvYWhoiLi4OCxduhTz58/HyJEj+xWPra0t/Pz8kJOTg7KyMlhYWPS7BAzRLo8++ijeffddlJaW4uOPP8YPP/zAd0gaR9azycTEhOdICNFMtra2CAkJQXp6OjuWkJBAyQUyYAcPHuQkFgwNDTFjxgweIyK6Ij4+npNcqKmpQWZmJoKDg/kLimgk+d1XISEhlFggw0bjkwtffvklWlpaYGFhgVWrVvEdDuEBwzA4d+4cmpqaIBQKERwcfMeV3wzDIDs7G7/99ht+++03VFRU9Pt4hoaGmDp1KiIjIxEZGYnQ0NBey7R4e3sDAPLz81FeXg4A8Pf3p1W9AyAUCuHi4gIXFxdO1p1hGFy7dg0XLlxgJ8QvXLiAK1euDHi1Z2NjI9LS0pCWlsYZt7Ozw/jx4+Hl5YVx48bBw8MD48aNg6urq0YmMZubm9lSVD13IyizL8KYMWPg5+fH7gyZMGECfHx8aKJMSW7duoW0tDR0dHTAwMAA4eHhbLP6sLAwhIWFsY+9fv06Tp8+jePHjyMpKQmXL1++7XN3dHRgz5492LNnD/T09BATE4MlS5Zg0aJFsLOzu+3Purm5oampCaWlpbh06RJGjBihM8k58j8ikQjPPvssVq1ahV9++QVvv/22RqyyUSe//vorAOmuIkLI4MTHxyskF7744gu6/iYDIj8pFxMTo9FlOYnmcHd3h7e3N/Ly8tixxMRESi6QAWEYRuE8RiWRyHDS6LJIzc3NcHZ2xo0bN/Dss8/iiy++4DskwoNr166xq9EnT5582w/lV69exW+//YZt27axuwruRCAQYOrUqZgzZw6io6MRHBw8oNqteXl57LEcHR0pwTCM2tvbkZeXp5B0UNYqfED6ehg7dizGjRvHucmaCtvY2Ax426oyyiJ1dnaivLwc165dY5tol5SUoKCgAAUFBUr9f2BhYcFJIMh2e4waNUppxyBct0ss9Mf169dx+PBhJCUl4fDhw/3u3SAQCBAREYEHH3wQ9957LywtLXt9nFgsRlpaGhoaGmBkZITo6Giqca2D2tvbMXbsWNTW1uL555/HZ599xndIKhMTE8O5f+zYMQgEAgQGBt5xQqqjowNFRUVs/6HnnnsOn3766bDFSvpHE7ekE+DChQuYNGkSZ+zSpUv9Lk9GiFgshp2dHerr69mxjRs34l//+hePURFd8vLLL2P9+vXsfX9/f5w9e5bHiIimuXz5MsaPH88ZO3funML7I1FPmngNqtHJhY0bN+Lpp5+GsbExiouL77i6kmifpqYmHD9+HBKJpM+J++vXr+P333/Htm3bkJmZ2a/ntbS0RFxcHOLj4zF79mzY2NgMKU5KMPCrvr6eTTTIVu3n5OSgublZ6cfS19eHvb09xowZAxsbG4waNQrW1tYYNWoURo4cCVNTU/ZmYmICg7o6dHV04OK5cxACmDJ5MgQGBuhgGOlNIkGrRIKbzc1obGxEY2Mjbt68idraWlRVVaG6uhrV1dWcD0DKYmBgAB8fH7YxtiyZ4OjoSK9fFRpqYkEewzDIyclBUlISDhw4gOTk5H71bDA2NsaSJUvw6KOPYvr06QpJtNbWVhw7dgxdXV2wtbXF1KlT6XWig9auXYt3330XpqamqKio6DMhpW1kPRaGelnt5uaGU6dODfm6gwydJn6wI9L3OGdnZ055wA8//BCvvPIKj1ERTXLy5EmEh4dzxkpKSmhXGVGZY8eOYfr06Zyx8vJyODg48BQR0TQfffQRXn31Vfa+o6MjSktL6bOZhtDEa1CNTS4wDANfX1/k5eVh2bJl+O233/gOiahYd3c3jh8/jubmZpiamiI6OprtsyCRSHDkyBFs2rQJe/fu7VepHC8vL8yfP59Tx1yZKMGgXhiGQWlpKZtokN1yc3OV1kRaUwgEAri7uyvsRvDw8KAm5DxTdmKhNzdu3EBCQgL+/PNPHDx4sF+vf2dnZzz88MN45JFH4Orqyo5XVlYiIyMDAODr6wsPDw+lxkrU382bN+Hg4IDW1lZ88cUXePbZZ/kOSSWio6M57+nHjx+HQCBAQEDAbXcuCAQCGBkZwd7eHmFhYVi2bBmV3lATmvjBjkj961//wtdff83ej4iIwIkTJ3iMiGiS1157DevWrWPv+/n54eLFizxGRHRNV1cXbGxs2F5MAPDtt9/iscce4zEqokmmTZuG1NRU9v4TTzzBeV8k6k0Tr0E1Nrlw+PBhzJo1CwCQmZmJgIAAniMiqpadnY3S0lIIhUJERkbC0tIS9fX1+PHHH7F582YUFBTc8TmcnZ1x//3347777sOECROGPWZKMKi/7u5uFBUVIScnB5cvX2bLChUUFKC6uprv8IbM0dGR3Y0gSyT4+vpSXwQ1pIrEgrzm5mbs27cPO3fuRGJiYr9290yfPh3//Oc/sXTpUujr6+PChQsoLi5mSypR427d8+CDD2Lr1q3w9PREbm7ugEvFaQPZToaLFy9SORYNpYkf7IjUvn37MG/ePPa+UChETU0NlW8k/TJx4kROMuHVV1/lJBsIUYVly5bh999/Z+8vWLAAu3fv5jEioinq6+tha2sLiUTCjiUkJHDeF4l608RrUI1NLixcuBB79uxBUFAQu0qS6I6ysjJkZWUBACZMmIDq6mps3rwZv//++x1X3drY2ODee+/F/fffz0vZDkowaKDCQmDWLDQVF6MQQAGAq3//WwCgCEAVgIG1kh4eZmZmcHZ2hnNpKcbeugU3AB4AxgFw19eHsZ8fEBgovQUFAX5+gJJ36ZCh4yOxIK+9vR0HDx7ETz/9hL17996xdJKjoyOefvpprFy5Ejk5OWhsbISxsTGio6NhYGCgoqiJOsjOzoa/vz8A4MCBA4iLi+M5ItV75JFHIBAI8MEHH8De3p7vcMggaOIHOyLV3t6OUaNGobW1lR379ddf8cADD/AYFdEE165dg4uLC2csNTVVoUwSIcPt119/xfLly9n7JiYmqKurG1RvPqJbtm7digcffJC9b2xsjPr6enrtaBBNvAbVyORCSUkJ3NzcwDAMfvrpJzz00EN8h0RUqLm5GceOHUNnZydycnKwa9cutqFzX0xNTXHXXXfh/vvvR0xMDO+lXijBoGYYRppAGDMG6G0Ff1sbYGYG9Mj+yxMDqAZQ8fetCkA9gDoAdRMmoM7BAU1NTWhpaUFLSwuam5vR0tIC8a1bkACcmwEAwx7/GgOwBDDi738tAYwCMPq++2A3bx7s7OxgZ2cHR0dHjBgxAgIAsLAA+tNTwtBQmmSIjJTewsIAc/N+/E8jw0UdEgvyampqsHXrVmzZsuWOpQFMTEzwwAMPIDAwEHZ2drC3t0dQUBCd43RMaGgo0tPTER8fj7179/IdDiEDpokf7Mj/yBaiydx7773473//y2NERBNs2rQJTz31FHvfysoKNTU1EIlEPEZFdFFdXR3s7Ow4q8/37duHOXPm8BgV0QT33Xcf5/1u/vz5nPdDov408RpUI4tpb9q0CQzDYPTo0bj//vv5DoeokFgsRlpaGhISErB7925UVVXd9vHjx4/Hk08+ieXLl/M+OdeTt7c3ACA/Px/l5eUAQAkGVauqApKSgKNHgSNHgLIyYM8eYP58xccaGwNeXkBubp9PJwIwxtAQY8aORZCTE+DoCNjZAdbWwLRpQGho7z/Y1oa2jg4kHTkCRiBAbGwsjPX0gI4OoLNT+m9LC9DYCNy8Kb01NAA1NcBddwE+PorPWVvbv8QCIH3+1FTp7YMPAKEQeP55YMOG/v08USp1TCwAgK2tLV544QU8//zzOHv2LLZs2YJt27bh5s2bCo9tbW3Fd999h++++w6BgYFYsGABRo0aBXd3d9UHTnjz1FNPIT09HYmJiSgqKoKbmxvfIRFCdEh8fDxnMuXAgQPo6upSek81ol0SEhI49+fOnUuJBcILa2trhIaGIi0tjR1LTEyk5AK5ra6uLhw4cIAzFh8fz1M0RJdoXHKhtbUV33//PQDg4Ycf5n0FOlGdpqYmrF27Fj/99FOvE1oyBgYGuOuuu/DEE08gIiJCbSfsKcGgYgwDZGcDe/cCCQlAZqbiY44c6T25AACTJ0uTC/r6gLe39ObpKU06eHoCrq6AjQ0w0N/f39sTGdm5TCQCjIykt8EyMAA2bgTy84FLl4CcHKC//SIkEmDcuMEfmwyauiYWehIIBAgMDERgYCA2bNiAv/76C19++SVOnjzZ6+MzMzORmZmJLVu24N1338X9999P5zgdsWzZMqxevRqVlZXYtGkT1q9fz3dIvLp16xaKi4tx69YtiMV3LqIXGRmpgqgI0V5z587l3G9sbERaWhqio6P5CYiovZaWFhw9epQzRpNyhE/x8fGc5EJCQgK+/PJLupYmfUpLS1OYK6NeC0QVNK4s0n/+8x+sXLkSBgYGuHbtGkaPHs13SGSY1dbW4osvvsCXX36JpqamPh/n6uqKxx9/HI8++ihsbW1VGOHQUImkYSSRACdPAn/8Afz5J3D9+u0fP2ECcOFC79/LyQHEYulOASXXj29ra8OhQ4cAQLpzYTjqIdbXAxcvAmfPShMrmZlAX03PCwuB3lYZMwxwzz1AeDiweDHg7Kz8OHWUJiQWbicjIwOfffYZtm/fftuJU39/f7z99tuYN28ened0wGuvvYZ169ZhxIgRqKio0MnG8d999x02bdqEC329t/RCIBDcsccJGX6auCWdcAUEBLA92gDgpZde0vlEJ+nbnj17sHDhQva+SCRCXV0dRowYwV9QRKddvHgREydOVBjz8/PjKSKi7latWoUNPSoQTJkyhfM+SDSDJl6DCvkOYKC+/vprANLVKJRY0G4NDQ1YvXo1nJ2d8f777/eZWAgJCcFff/2FgoICvPLKKxqVWACkOxi8vLwASE8iWVlZ0LCcn3phGOD0aWlpHycnaUmiL7+8c2IBAOrqpCWIeuPnB0yapPTEgsqMGgVERwMvvQT89htw9Spw4wawbx/w6qvSXgv6+oCHR++JBUCakNixA3jhBcDFRZpk+Ppr6f83MmianlgAgODgYPz2228oLi7G6tWr+/wgnpWVhfnz5yMkJAQHDhygc52We+6552BgYICbN2/i999/5zsclRKLxVi0aBGeeOIJXLhwAQzDDOhGCBm6+XK7UeVL3hDSk/zrIyIighILhFd+fn4YO3YsZ4zOY+R25F8ftPuKqIpG7Vw4e/YsAgMDAQDJycm0rVVLtbe346uvvsIHH3yAhoaGPh83c+ZMvPbaa4iOjtaKFbC0g0FJHnwQ2Lq1f481NwdiYoAZM6Q3H5+BlzVSApXsXOiP1lagokKaYOjNa68B69YpjuvpAbNnAw8/DCxYoLkJGB5oQ2KhN83Nzfj555/x+eef4+rVq30+LjQ0FO+88w5mzJhB5zstJWuqGhISgvT0dL7DUZmNGzfimWeeAQDY2dnh0UcfRUBAAKysrCAU3nltT1RU1HCHSO5AE1eNEa7MzEwEBQVxxq5cuQKPvq5ziM5iGAaOjo643mMx0ieffIJVq1bxGBUh0h5WmzZtYu+Hh4cjNTWVx4iIurp69So8PT05YxkZGQrvg0T9aeI1qEYlF/75z3/iu+++g6enJzsJS7SHRCLB1q1b8cYbb6C0tLTPxy1ZsgSvvvqqVp4kKcGgBN9/Dzz2WN/fd3eX9lWYPx+IiFCLiXC1SS7ciY8PkJd3+8fY2gKPPAL84x99JykIAO1NLPQkFouxfft2vPXWW7d93542bRo+/fRTdgEB0R6HDh1CXFwcAOnOlSlTpvAckWqEhITgzJkz8PX1xYkTJzBy5Ei+QyIDpIkf7AiXRCKBg4MDqqqq2LFPP/0UL7zwAo9REXWUnZ0Nf39/zlhubi7bI48Qvuzfv5/TQ0YoFKK6uhrW1tY8RkXU0eeff855f7Ozs8P169f7taiFqBdNvAbVmFdZU1MTtm3bBgBYsWIFz9EQZWIYBgcPHoS/vz8eeuihXhMLQqEQc+fOxaVLl/Dnn39qZWIBoBJJ/XbjRt/fu/tutkkyy88PeOcd4PJlaTmgzz6T7lhQg8SCxmAY4KOPpIkDK6u+H1dTA3z8sbTJ9YwZwO7d0l4VhEMXEguAtF7xsmXLcOnSJXz77bewt7fv9XEnTpxAcHAwVqxYwZkEIppv5syZGPd3k/hvvvmG52hUJzc3FwKBAGvWrKHEAiE8EQqFCo0sqaQI6Y3868Ld3Z39TEYIn6ZPn87pWSWRSHDgwAEeIyLqSv48Nm/ePEosEJXRmFfa1q1b0dLSAhMTEzz++ON8h0OU5MKFC5g1axZmz56N8+fP9/qYsLAwfP3119ixYwd8fX1VHKHqUYLhNi5elJbesbcH+mpMZGkJLFki3aGwdq20EfPFi8CaNbyVPdIKAoG05NGWLUBlJbBnj7S5s5FR3z9z9CiwaBHg5QX89JPKQlV3upJY6EkkEuGxxx7DkSNH8Mwzz8DOzk7hMQzDYMuWLfD09MT69evR2dnJQ6RE2YRCIR599FEA0mu5W7du8RyRatHkFCH8ku+7kJKSgsbGRp6iIeqqtzrltHucqAMjIyPMnDmTM5aYmMhTNERdNTU14fjx45wx6rdAVEkjkgsMw2Dz5s0ApH8g1FhJ8zU3N2PVqlXw9/fHkSNHen1MaGgoPv74Y6xevRpxcXHqWypmGFCCoQeGAZKTgblzgYkTgZ9/Bjo7gR61JxVs2iTdofD228D48aqLVVcYGEjLSv3+O1BdLU04RET0/fjCQqCsTHXxqTFdTCz05OXlhaVLl2Ljxo144YUXFJrUAdL/Ry+//DL8/Pzow5OWeOKJJ2BsbIzm5mZ2F6q2k9V0v3G7nXaEkGE3Y8YMGBoasve7u7tx8OBBHiMi6qa6uhoZGRmcMZqUI+pE/vV44MABdHV18RQNUUcHDx5Ed3c3e9/AwEAhKUXIcNKI5MLp06dx4cIFAMCzzz7LczRkqHbv3g1fX19s2LAB4l7KpYwfPx67du3CmjVr4OnpCTs7u14noLSdzicYGAZITARCQqQljPbv535/2zagr4bfFha0Q0FVLCykpZJOnAAuXQJeeEGxbJKhIUA7znQ+sQBIV7H7+/vDwMAAUVFR2LVrFz788EOYmZkpPPbq1auIj4/H3LlzkXenXh9ErVlZWbGlSb755hudeC9btmwZGIahEiyE8MzMzAzTp0/njNHfJelp3759nPtmZmaIjIzkKRpCFPXsuQAAN2/exMmTJ3mKhqgj+fe16OhomJub8xQN0UUakVz47rvvAEgnncPDw3mOhgzWtWvXsHDhQixatAhlvaxidnBwwA8//IDz589j7Nix6OzshJ6eHiZNmqSz21J1MsHAMMC+fdKkQnw8cOZM74+TSIDTp1UbG7k9X1/g00+BigppGaTJk6XjDz4I2Nj0/jMtLTqxq4ESC/9jbm7ONkgsKyvDY489hitXruCRRx7p9fH79+/HxIkT8e6779IqLQ32zDPPAJA2zTx79izP0Qy/Z599FhMnTsTXX3+NEydO8B0OITpNftXvvn37el3gRHST/KRcbGwsDKgvG1EjDg4OmDJlCmeMkqRERiwWKyRJafcVUTW1Ty60tbVhx44dAIDly5fzHA0ZjK6uLqxfvx6+vr7Ys2ePwvcNDAywdu1aXLlyBStWrEB9fT2bfJgwYYJOlUPqjU4lGJKTgalTgXnz+k4qjBoFvPmmdEJ69mzVxkf6x8gIeOghaV+M48eBV17p+7H//jfg4QG8+CJQW6u6GFWIEguKxo0bxza5zc7Ohp2dHbZs2YLTp08jJCRE4fFdXV1Yu3YtgoODce7cORVHS5QhMjKSLRW0detWnqMZfoaGhjh06BACAgIwa9YsrF69GufOnUN7ezvfoRGic+QnWerr63GaFqgQAB0dHTh06BBnjCbliDqSf11ScoHIZGRkoK6ujjNG5zGiamqfXEhISEBTUxP09fWxYsUKvsMhA5SVlYWAgAC8/PLLaG1tVfh+TEwMLly4gLfffhsmJiYQi8VsCSxbW1s4OTmpOmS1pPUJhpwc6S6FmBhAruYpy80N+OoroLQUeOutvlfCE/UhEACRkdLkQW8aGoCPPwY6OoDPPpP+jt98U7qbQUtQYqF3AoEAU6ZMgUAgQHNzMwoLCwEAwcHBOHnyJH7++WfY29sr/Ny5c+cQFBSEtWvXoqOjQ9VhkyG66667AAC//fYbpy6sJhOJRH3e7O3tcerUKXR2dmLDhg0ICAiAqanpbX9GJBJBT0+P7/8sQrSKs7MzJkyYwBnbu3cvT9EQdXLixAk0NzdzxuRL0BCiDuQni/Py8tjrZ6Lb5Bfw+vr6wtXVladoiK5S++SCbHVbREQEbGgyUWOIxWKsW7cOISEhuHjxosL3bW1t8euvv+Lw4cPspDkAFBYWoqWlBUKhEBMmTNDZcki90coEQ1sb8I9/AJMmSfsr9GbcOGmJnfx84KmnABMT1cZIhs/69cDNm/+739wMvPMO4OkJ/PKLtPSVBqPEwu2Zm5vD3d0dAJCfn4+2tjYA0r4My5cvR35+PlavXg2RSMT5ue7ubrz77rsICAjAmb52OBG1tHLlSggEAlRXV+Po0aN8h6MUDMPc8dbfx8n/DCFEeWjVL+mN/OsgODgYdnZ2PEVDSN8CAwNha2vLGUvs6/Mz0SnyyYUFCxbwFAnRZWq9NOrGjRts7bAHH3yQ52hIf5WUlGD58uVITU3t9fuPP/441q1bx5bEkGltbcWVK1cASEtm9NbgU9fJ6pTn5+ejvLwcAODv76+5SRgjI6CkpPdJZHd3YM0a4IEHAFrFqZ26uwF9fUC+jv7169KySv/+N/D554AG9tqhxEL/eHl5oby8HO3t7cjJyUFQUBD7PXNzc3z00Ue4++67sWLFCoVE9aVLlzB16lS8/PLLeOutt2BkZKTq8MkAubu7IyAgAJmZmfj1118RGxvLd0hD9uabb/IdAiGkH+Lj47Fu3Tr2fk5ODkpKSuDi4sJfUIRXDMMo7GChUiJEXQmFQsybNw9btmxhxxISEvDss8/yGBXhW2FhIS5fvswZo+QC4YOAUePlUd988w2eeOIJmJqaoqamBia0YlmtMQyDX375BU8//TRu3bql8P2JEydi8+bNCA0N7fXnMzIyUFlZCWNjY8TExFBZgNvIy8tDfn4+AMDR0VGzEwyXL0t3LshKZNjZScserVwpnXjWAW1tbWy919jYWN3qM1JcLP19//KLtJl3b1asAD76CLC2Vmlog0WJhYGpqKhAZmYmACAsLKzXXYqdnZ14//338cEHH/RaTmf8+PH4448/4OvrO+zxkqH59NNP8dJLL8HMzAxVVVUwNTXlOyRCelVeXs6W5ywrK4OjoyPPEZGhEIvFGD16NKcu9VdffYWnnnqKx6gIn/Ly8uDj48MZy8rKUmicS4i62LlzJ5YuXcre19fXR319PczNzXmMivDp888/xwsvvMDet7W1xfXr1xV2fhPNoonXoGpdFunXX38FAMyePZsSC2ruxo0buPfee/Hwww8rJBaEQiFef/11ZGZm9plYqKmpQWVlJQDAz8+PEgt3oFUlknx9gWefBUxNpfX2CwqAJ57QmcSCznN1lZa9unABmDWr98f85z+AtzewZYval0qixMLAjRkzBtZ/J44uXLgASS+/YwMDA7z99ts4c+ZMrx/6L126hKCgIPz444/DHS4ZoocffhgGBgZobm5W2MZNCCHDRSQSKdTSp74Luk2+JNKYMWMwefJkfoIhpB9mzZoF/R6fkbu6upCUlMRjRIRv8tfS8fHxlFggvFDb5EJJSQlbVuehhx7iORpyO0eOHMGECROwfft2he+5uroiJSUF7733HueNsCf5Js69NfEkijQmwcAw0lXpp071/Zg33wSuXpWuYKdyWLrJzw84eBBISAB69GFh1ddLdzBER0tfK2qIEguDIxAIMHHiRIXmzr2ZPHkyTp8+3et7SmtrKx599FE88sgjaNGipuDaZtSoUYiKigLwv75ahBCiCvIlb5KTkxWa+RLdIZ9cmjdvnubuBCc6wdzcnL2GkqEkqe5qaGhASkoKZ2z+/Pk8RUN0ndomF7Zt2wZAOtk8b948nqMhvWEYBh988AFmzZqF69evK3z/kUcewblz5xB+h3rpsibOAoGAmjgPkNonGEpLgdmzpfXzV64EOjp6f5yFBaDFSSWGYdDR0YHGxkbU1NSgtLQUxcXFKCoqQkFBAYqLi9nHFhcXo6CgAIWFhSgqKkJJSQkqKipQX1+P5ubmXkvCaA2BAJg3D7h4EfjsM6C3Lb4nTgATJwLp6aqP7zYosTA0fTV37o2+vj5ef/11ZGdnY9KkSQrf/+mnnxAUFIScnJxhi5cMjayP1oEDB1BbW8tzNIQQXREbG8vZHd3Z2YnDhw/zGBHhS319vUJ/QOq3QDSB/ORxQkICxGIxT9EQPu3fv5/zuzc0NMSsvioBEDLM1LL2DMMwbEmkBQsW0LYeNXTr1i08/PDD2LVrl8L3rKys8M033+Cuu+664/NQE+ehU8smz7LdCs88AzQ1Scdyc4EPPgDefpu/uIaJLHHQ1taG9vZ2hVtHR0e/kz5X+7EqX09PD0ZGRjAyMoKhoSH7tZGREczMzGBhYQGhUG1zx3emrw88/zxw993ACy8A8ruifHyAgABeQusNJRaUo2dz50uXLiEwMPC2jx8/fjzS09PxwgsvYPPmzZzv5ebmIjg4GF999RUeffRRSlqrmXvuuQfPPPMMmpqa8Pvvv+Ppp5/mOySle+eddwb8MwKBAEZGRrC0tISHhwcCAgLoXEKIEllaWiIqKgpHjhxhxxISErBo0SL+giK8SExM5JRhNDY2xsyZM3mMiJD+WbBgAZ577jn2fl1dHU6dOoWIiAgeoyJ8kN+1MnPmTOplRnijlsmFc+fOITc3FwDwj3/8g+doiLz8/HwsXryY/R31NGvWLPz4448YM2ZMv57r0qVLEIvFMDY2hqenp7JD1RlqlWCoqwMefxzYuVPxe+vWSXcwjB2r+riUpKOjAzdv3sTNmzfR2NiImzdv3naVtTyRSAQjIyOIRCIIBAIIhUIwDIObN28CAEaOHAmBQACJRAKGYSCRSNDZ2YmOHrs+uru70dzc3OdWfqFQCHNzc4wYMYK9mZuba16i1sEB+OMPYP9+4KmnpM2f9fWBH39Um54clFhQHj09Pfj5+SEzMxMVFRVwdnbutblzT0ZGRvj6668xffp0/OMf/+D0/Glra8PKlSuRnJyMb775hno3qREjIyPMnj0bf/zxB7Zu3aqVyYW33npryO/B+vr6WLhwId5//32MGzdOSZERotvi4+MVkgsSiUSzF2WQAdu9ezfnfmxsLF0nEI3g4uKCiRMnsmWlAenrmZILuqWzsxP79+/njC1YsICnaAgBBIxa1VCReumll/Dpp59i3Lhx/VrFS1Rnz549WL58OZpkq9H/JhQK8f7772P16tX9vji/ceMGTpw4AQAICgrqd0KC9C0vLw/5+fkAAEdHR9UnGJKSgOXLgepqxe+NGQNs2gQsXKi6eIaos7MTDQ0NbDLh5s2baG9v7/WxQqEQJiYmve4m6Dmmp6en8Dtpa2vDoUOHAEg/3BgbGys8v6y0Us/dEL3tkugrPoFAAAsLC4wYMQKWlpZs0kFjVnS3tAD/93+AnR3w+ut8RwOAEgvDgWEYnDx5EnV1dewK0/6+RgsKCnDPPfcgOztb4XuBgYHYs2cP9fRRIwcOHMCcOXMASHdsadvkec9rIYFAcMfda309RiAQwNjYGLt378aMGTOUHifpW3l5OZycnAAAZWVlcHR05DkiogwFBQXw8PDgjGVkZCAoKIiniIiqtbe3w9ramtOf6YcffsCKFSt4jIqQ/luzZg3ee+899r6npyc7B0B0w5EjRxR2W1VUVNCcmpbQxGtQtdu5IBaL8dtvvwEAli5dynM0REYikeCtt97Cu+++q/A9Kysr/Pbbb4iNje338zEMg8uXL7M/TxM+ysHbDobubmlT5nXrpCWR5D30EPDvfwOWlsMbhxI0NzejqqoKVVVVqK+v7/UxQqGQnaiXTdYPdykiWbkMIyOj2z5OVqKp5+6K1tZWMAyDxsZGNDY2so81MDCAnZ0dRo8eDRsbmz6brqsFU1Ppa+h2E3QFBUB5ubTp8zCjxMLwEAgEGD9+PI4fP47GxkZcv34dDg4O/frZcePG4eTJk1i1ahU2btzI+V5mZiaCg4OxZ88eTJkyZThCJwMUGxuL0aNHo6qqCtu2bcPatWv5DkmpJBIJSktLsWzZMqSnp2Px4sV46KGHEBgYCBsbGwgEAtTU1CAzMxM//fQT/vrrL4SEhGDbtm2wsrJCTk4Otm3bhm+//Ratra246667UFBQgFGjRvH9n0aIRhs3bhy8vLw4E3EJCQmUXNAhR48e5SQWBAIB9VsgGmXhwoWc5MKVK1eQl5fHzgUQ7bdnzx7OfVqsS/imdsmF5ORkVFZWQiAQUEkkNdHU1IT7778fiYmJCt+bNGkSdu3aBVdX1wE9Z01NDTtx6+vrqzmrpzWAyhMM5eXA/fdLG+3KGzUK+PZbYMmS4Tm2EkgkEty4cQPV1dWorKzkfNgApIkES0tLzmp/c3Nztd0+b2hoCFtbW9ja2rJjnZ2dCqWcWltb0dnZibKyMpSVlUEoFMLa2ppNNqjt1vC+XsddXdLX4dmzwPvvA6tXA8P0O6LEwvAaMWIEHBwcUFFRgdzcXNjb2/f7783IyAhfffUVoqOjsXLlSs4uu/LyckRERGDbtm1YqEE7qLSVUCjEokWLsHnzZvz6669Ys2aNVl0L3Lp1C7GxsSgqKsL27dt7XTDj4OAABwcHLFy4EH/++SeWLVuG2NhYZGZmIjw8HOHh4ViwYAHi4+PR1NSEjRs3al0ShhA+xMfHKyQX3tbCnmCkd/KTcqGhoZzrZkLUnb+/P8aMGYPr16+zY3v27KHkgo5gGEah34J8o29CVE3tZse2bt0KQHrC1LYt8pqoqqoKUVFRvSYWHnjgAZw8eXLAiYWeuxbs7OxoFd4w8Pb2hpeXFwDphFpWVla/GwoPyNGjwJQpvScW5s4FcnLUMrHQ1dWFiooKnD17FgcOHEBaWhoKCgrYxIKJiQnc3NwQGhqKefPmITIyEpMmTYKzszMsLS3VNrHQFwMDA9ja2sLT0xNBQUGYNWsW4uLiMHnyZIwePRoikQgSiQQ1NTW4ePEikpKSkJycjNzcXDQ0NAzPa0fZ3nwTOHMGkEik5ZMWLwb+7mOhTJRYUA1vb28IBAK0tLSgtLR0wD9/11134fTp03B3d+eMt7a2YvHixVi/fr1mvK61nGwRydWrV5GZmclzNMr1+eef48qVK3jyySf7tRN36dKlePLJJ1FYWIgNGzaw43FxcXjggQfAMIxCbV1CyODIT8JkZWWhoqKCp2iIKkkkEoXkAi04IJpGKBQq1NeX7yNCtNelS5dQXFzMGaN+C4RvajVD1tbWhj///BMAcO+99/IcDbly5QrCwsJw7tw5zrhIJMJnn32GX375ZVCrm8vLy9nVpD4+PsoIlfRiWBMMDAN89hkwa5a0gXNPenrAhg1AQgIwerRyjqcEDMOgpqYGZ86cwYEDB5CZmYny8nJ0dXUBkDZS9vHxwfTp0zFz5kxMmDABtra2GpdI6C8jIyM4OzsjJCQEs2fPRkhICJydnWFoaAhAumPpypUrSElJQVJSEvLy8tDa2spz1H3IzAQ+/JA7tmcPEBgI9Gh2NlSUWFAdMzMzODs7A5D2kunu7h7wc3h7eyM9PR3Tpk3jjDMMg5dffhmPPfYYOjs7lRIvGZyAgAD2ferXX3/lORrl2r59OwQCARYvXtzvn1nydzJ+586dnHHZxFdBQYHS4istLcWqVavg4+MDU1NTWFlZITg4GOvXr1fquf6///0v4uLiYG9vDyMjI7i4uGD58uVIT0/v188zDIPt27dj0aJFcHJygpGREbsAYNmyZTh48KDSYiW6IywsDCNGjOCM9baQimifs2fPorKykjNGk3JEE8m/bk+dOoWamhqeoiGqJJ8gHTt2LCZOnMhTNIRIqdWsWVJSEm7dugU9PT08+uijfIej086cOYPw8HCFjKi1tTUOHz6M559/flDlCyQSCfLy8gBIGw5bakANfk02bAmGP/4AXnxRukq8J2dnIDVV+j01KW/R1taG/Px8HD58GKdOncL169chkUggEokwevRoTJ48GXFxcYiMjISnpycsLCy0qjRHf+jp6fX5/wL43//DpKQkzv9DteHvD7zzjuJrrrAQCAsD/vpryIegxILqeXl5QSQSoaOjA0VFRYN6DmtrayQlJeHhhx9W+N4PP/yAuLg4NDQ0DDVUMgSyVf1//vmnVu0mkV0/DeQ8IXvstWvXOOOyRFvPMl9DkZiYiIkTJ2LDhg1s4rihoQFnzpzByy+/DH9//0H/zcm0t7dj/vz5uO+++3Do0CFUVVWho6MD165dw6+//orw8PBe+3j11NjYiJiYGNxzzz3YvXs3ysvL0dHRgba2NhQXF+P333/H7NmzsWzZMkoUkgHR19fH7NmzOWMJCQk8RUNUSX51t6enJ5WSIRopJiYGZmZm7H2GYeg8piPkkwsLFizQufkLon7UKrkg+yMJDAyEtbU1z9HorgMHDiA6Ohp1civS3d3dcerUKUQPoVlqSUkJWltbIRAI6EJORYYlwXDXXYDchzLMnw9kZwMhIUN7biVgGAb19fXIyMhQWHVvY2ODwMBAzJkzh12tf6cmybpEIBAo7OLw8vKCsbExALC7Pw4dOoT8/Hx0dHTwHDGkvRXeeAM4eBCQf+9oaZGWSOqr2Xg/UGKBH0ZGRmxZo6tXrw568tDQ0BBbtmzBunXrFL537NgxxMTEoLa2dkixksG7//77AQAVFRXIzs7mORrl0dfXBwBcvHix3z8je6zsZ2VkyVz5ldaDcf78edxzzz1obGyEmZkZ3n//fZw8eRJHjhzBY489BkDas2nevHlobm4e9HFWrlzJTnJMnz4df/31FzIyMvDDDz/A3d0dEokEa9euxffff9/nc9x33304duwYAMDV1RWbNm3CiRMncPToUXzyySfsZ4Xff/8dL7zwwqBjJbpJvoHv4cOH0dbWxlM0RFXkkwtUEoloKkNDQ4UkKZVG0n5VVVU4ffo0Z4x2XxF1oDbJBYlEwn4ImTt3Ls/R6K6ff/4Z8+fPV9gS7+/vj7S0tCH1wejq6mKbp7m6usLU1HRIsZL+U3qCQSQCtm0DZPXM33pLujp85MghxzoUYrEYpaWlOH78OFJTU1FZWQmGYWBoaAgPDw/MnDkTYWFhcHBwgEgk4jVWTWFqagpvb2/MmjULU6dOxejRoyEQCNDR0YG8vDwcOnQIWVlZaGxs5DtUaZmurKzeE1yvvQYsXw60tw/oKSmxwK9x48bBwMAA3d3duHr16qCfRyAQ4NVXX8Wff/7JJspkzp07h6ioKE5TPKI648ePZ3s3yTen02QTJkwAwzBYv3492vtx3mlra8Mnn3wCgUCACRMmcL5XWFgIQJocH6rnn38era2t0NPTw6FDh/Daa68hNDQUMTEx+Pbbb/Hxxx8DkJYj+/TTTwd1jOPHj2Pbtm0ApLXtk5KSsHDhQgQFBWHFihVIT0/H2LFjAQCrV6/GzV7645w9e5btMeHm5obz58/jySefREREBKZPn45Vq1bh7NmzbMJl8+bNlCQkAzJnzhxO6cu2tjYcPXqUx4jIcCsqKkJOTg5njCbliCaTf/0mJSWpbxlbohTyJfzMzc0RFRXFUzSE/I/aJBfOnDmD6upqAMCyZct4jkb3MAyDjz/+GA8//LBCbetZs2bh2LFjsLOzG9IxCgsL0dnZCZFIBE9PzyE9Fxk4pScYRo6UJhR275Y20+WxN4Fs4jEpKQnZ2dnsRPeoUaMQFBSE2NhY+Pr6UkJrCAQCAezs7BASEoLY2Fh4eXnB0NAQEokEZWVlOHbsGFJTUxV2PKmckxNw/DjQSxkcbN0q3XHTz0bPlFjgn76+Pjw8PABIJwWGuqp0yZIlOHHiBOzt7Tnjubm5mDZtGkpKSob0/GRwZs2aBUBxm7cmW7FiBQDg8uXLiImJwaVLl/p8bE5ODmJiYnD58mUA0lX/PR0+fBgCgWDI9XTPnDnD7gRYuXIlQkNDFR7z0ksvsf2wPv/8c7Yv0UDIEhQikQibNm1SSOZbW1vjo48+AgA0NDTghx9+UHiOtLQ09uvnn38e5ubmCo8ZO3YsW0ZVIpEorOQj5HasrKwQHh7OGaOSItpN/j3G2tq61/MgIZpi3rx5nPfYtrY2HD58mMeIyHCTP4/Nnj0bBgYGPEVDyP+oTXJB9kfi4eHBTiQQ1XnnnXfwyiuvKIw/8MADSEhI6PVD3UB0dnayjQjHjRvHNo0lqjWoBMPtJhb8/AAeV/xIJBKUlJTgyJEjuHz5Mjo6OiAUCuHk5ISoqChERERgzJgxWtuUmS9GRkbsboYpU6awvVPq6+uRlpaGU6dO8buTwdAQ2LIF+OQTxT4Mx48D06YB5eW3fQpKLKgPV1dXGBsbQyKRsLvfhiIgIACpqalwcXHhjBcVFSEyMhJXrlwZ8jHIwMgaGWdlZaH8Dn+bmuLhhx/GvHnzwDAMTp8+jYkTJyIgIAD//Oc/8cYbb+CNN97AP//5T/j7+2PSpEnIyMgAIC3V8tBDD7HP09jYiO3bt4NhGMyZM2dIMf3Vo/9MX73NhEIhe/yGhgY2GdFfzc3NOHLkCABp0sjR0bHXxy1ZsoQ9p8o3sAbAKYPm5ubW5/FkpdMAqEeZPqJR5EsjJSQkaFXvF8IlPykXHx9PO5mJRrOyskJERARnTJsWahCu1tZWJCUlccZo9xVRF2oz4ybbCh8bG8tzJLrnvffew1tvvaUw/tJLL+Hnn39WSia0qKgIYrEY+vr6nA+CRPUGlGBYvx6IiABu3VJhhHfGMAyuX7+Oo0eP4vz582hvb4dIJIKHhwdiY2Ph7++vlNrU5PZEIhHGjh3LJnJk9a9rampw7NgxnD17Fi0tLfwEJxAAq1YBe/cC8snRnBwgNBToYyUxJRbUi0gkYs9ZpaWlSqmJ7ebmhpSUFIVddGVlZYiMjFQom0CG18yZM9lztjatHN65cyfbx4BhGJw7dw4//PAD1q1bh3Xr1uGHH37A+fPn2ffgf/7zn9ixYwfnObq7u7F7924kJyezSZjBOnHiBABpubuAgIA+H9dze31qauqAjpGRkcFO8t9um76BgQGmTp3K/oz8Domef5u3ay4tKxkl/zOE9Id8cqG8vBwXLlzgKRoynG7cuIGUlBTOGPVbINpA/nW8d+9eiMVinqIhw+nIkSOcz0EikYhKyhO1oRbJheLiYraJ3d13381zNLrlo48+wpo1axTG169fj/Xr1ytlxXd3dzf7wdDNzU2hUSFRvTsmGBgGePVV4OWXgYwMaUNcNVkRWFtbi5SUFJw5cwYtLS0QCARwcXHBzJkz4evrS7tieCAQCDBq1CiEhYUhNDSU3clQXl6OI0eO4MKFC/ytKJ03D0hJAUaP5o6XlwMPPqjQ5JkSC+rJyckJRkZGYBiGM5k41OdMSUmBn58fZ7y6uhpRUVE4e/asUo5D7kwkErET0dq04k5fXx/ffPMNMjMz8fjjj8Pd3R0Mw3Bubm5u+Oc//4kzZ85g8+bNCtdIo0aNQlRUFKKiooZc2i83NxeAdAepnp5en4/z9vZW+JmBHkP+eW53nN56gk+r8QABAABJREFUqsTFxbG7i7744oteE9Xl5eX48ccfAQChoaEKvSoIuRMfHx+FnTHa1PuF/M/+/fs5E65GRkZsST5CNJn8yvWamhp2NyTRLvLXyBEREbCysuIpGkK41CK5ILuIs7a2xrRp03iORnds2LABr776qsL45s2b8dJLLyntONeuXUNXVxdEItFtt7YT1eozwSCRAE88AfxdDxkAcOQI8MAD0u/x5ObNmzh58iROnjzJNn8cM2YMYmJiMGnSJBgZGfEWG5ESCASwtbVFVFQUAgICYGJiAoZhUFxcjKSkJOTl5Q2qfveQTZ4MnDoF/P16ByBNNmzfzimbRIkF9SUUCjFu3DgAQElJCadkylDY2dnh2LFjCAwM5IzfuHEDMTExyMrKUspxyJ3JVt4dOXIEzc3NPEejXFOmTMHXX3+NK1euoK2tDZWVlaisrERbWxuuXr2KzZs3w9/ff1hjaG9vZ3vi9FWqSGbkyJFsIqOsrGxAx+n5+Dsdx8nJqdefAwBDQ0Ns3boVVlZWKCwsxKRJk/DNN98gLS0Nx44dw4YNGxAQEICGhga4uLhgy5YtA4oTkF773O5WWVk54OckmkUgEPRaGolon927d3Puz5w5k3qxEa3g7u6O8ePHc8bkX+9E80kkEoX3JyqJRNSJWiUXpk+fTrXRVeSLL77AqlWrFMa/+uorPP7440o7jlgsZnstuLi4ULMZNaOQYDhzBszKlcC33yo+ODSUl6bNbW1tyMzMxPHjx1FbWwsAsLGxQVRUFIKCgmBmZqbymMjtCQQCODo6YsaMGZgwYQIMDQ0hFouRn5+Pw4cPo6ioSPU1jV1cgLQ06et41Cjg8GHg78lqgBILmsDZ2RkGBgYQi8W3LZMyUKNGjcLhw4cVatY2NTVh9uzZ1INBRZYsWQJ9fX10dnYq1JPVJoaGhrCzs4OdnZ1Kd9rd6lHesD/vm7JJt4EmegZynJ4Te70dJywsDNnZ2XjppZdQWlqKJ554AhEREZg+fTpWrVqF1tZWvP322zhz5gx7LTMQTk5Ot70FBwcP+DmJ5pFPLpw+fZoSS1qmo6MD+/fv54xRSSSiTeRfz5Rc0D4ZGRmoqqrijM2fP5+naAhRxPtMfmNjI9ssbtGiRbzGois2btyI559/XmH8s88+w1NPPaXUY5WXl6O9vR0CgYB6LagpNsEgFsPm1Vch+LvEAEsoBP7zH0CJu1n6g2EYXLt2DUePHkVFRQUAwNLSEqGhoQgLC6OeChpAKBTCzc0NM2fOhLe3N/T09NDZ2YmLFy8iNTVV9auTZUmFEyeAHit8KLGgGfT09Njdb0VFReju7lbac1taWuLAgQOYOXMmZ7y2thazZs3SmibD6szS0hJBQUEAtKs0krpob29nv+7PQg9Z4mOgPU4GcpyeyZXejsMwDHbs2IEdO3b0uuutubkZ//3vf5GYmDigGAnpKSoqSuE9nybmtMuxY8c415y97VghRJPJr2DPy8ujxTFaZufOnZz7Pj4+8PDw4CkaQhTxnlw4cOAAuru7YWRkRCsIVOC7777D008/rTC+fv36XhMOQ8EwDFtDd+zYsTA2Nlbq8xPl8fbwQPRPP2FscjL3G/r6wI4dwKOPqjSetrY2nD59GufOnUN3dzcMDQ0RGBiIqKgo2NraqjQWMnR6enrw8vLCzJkz2RraN27cwLFjx1BYWKjaXQwmJoCPD3uXEguaxdXVFSKRCF1dXSgpKVHqc5uammLv3r2IiYnhjJeWliIuLg719fVKPR5RNG/ePADSsiTUjFC5epYO7E9ZMVmfnIFeuw3kOD178cgfRyKR4N5778VLL72Ea9euYeXKlcjKykJbWxuam5uRmpqKBQsWIDc3F4888sigynmWlZXd9kY1q3WDgYEBe+6RkZ/EIZpNPlkUEhKC0fK9uAjRYEFBQQqvaVqooT0YhsGuXbs4Y0uWLOEpGkJ613c3NxWRlUSaOnUq1T0cZgkJCXjiiScUxtetW6fUHgsy169fZxvwjetRfoSoGYYBHn8clnIXIBJ9fQj+/BMCFW63YxgGZWVluHjxIrsq2dHRERMmTKCSWlrA0NAQkyZNgoODA7Kzs9Ha2oqcnBxUVlZiypQpKn8P6DWx8PXXQFgYQP1/1JKBgQFcXV1RUFCAwsJCNtmgLEZGRvjrr78QExODzMxMdvzy5cuYN28eDh8+TKXYhtG9996L119/HXV1dTh9+jTCwsL4DumOZMkogUCAI0eOKIwPhvxzKYO5uTn7dX92jcmu3wb6eh/IcXo2aZY/zqZNm7B9+3YAwFtvvYU333yT8/3w8HDs3r0bDz30EH755Rd8+umniImJUZgkvp079YQgumPJkiX47bff2PvJycloaGjAyJEjeYyKKAPDMAqTrFSnnGgboVCI+fPn47vvvmPH9uzZ02sZbKJ5cnJy2FLjMosXL+YpGkJ6x2tyobu7G/v27QOgWO+SKFdWVhbuvfdeSOQa8r777ru9NnUeqp67FhwcHGgyRl0xjLTc0Q8/cIbFenrIeOUVGIwZA3+GgaBH09vh0tbWhvPnz6O6uhqAdCJ68uTJtLJIC1lbW2P69Om4fPkyiouLUV9fj+TkZPj6+sLV1VUlrzeFxEJYGCw++QR47z3AzExaPikkZNjjIAPn5uaGoqIitLe3o7y8HM7Ozkp9fnNzc+zbtw/Tpk1Dfn4+O3769GksWbIEe/fuVWmtfF3i7u4OLy8v5OfnY8+ePRqRXJCV9pQ/bx07dgwCgWBAO7Nkjx+Oc6CRkRGsra1RV1d3xzJfDQ0N7MR/z6bL/dFzwr68vFyhWXpPPZs4yx/nh7+vS8zNzW97nfrBBx/gl19+AQB8//33A0ouECIze/ZsGBoasrtpuru7kZCQgOXLl/McGRmqrKwstryqDFVLINpo4cKFnORCWloa6urqYG1tzWNURBnkd9ONHTsW/v7+PEVDSO94TS6kpaWhoaEBAoEA99xzD5+haLXS0lLEx8ejtbWVM/7aa6/hjTfeGJZj1tbWorGxEQCoFpw6e+894LPPuGMGBrj+5ZeosbMD/p6A8Pf3H7YJX9luhZycHLamMu1W0H56enqYOHEi7O3tce7cObS2tuLixYu4fv36sO9i6DWx8P77wCefSB/Q3AzMnQukpnJKKBH1YGxsDCcnJ1y7dg1Xr17F2LFjlX5+srGxwaFDhxAeHs6ZiE1KSsJDDz2Ebdu2KXXHBPmf2NhY5OfnY+/evfjwww/5DueOIiMje3399TXOJx8fH5w4cQIFBQXo7u6Gnl7vHwPy8vI4PzMQvr6+vT7P7Y6jp6ensMM1NzeXfb7bJfMcHR1hZ2eH6urqOx6PkL6YmZkhLi6Os8J9586dlFzQAvIlkcaNGzfg8xohmmDGjBkwMTFh53wkEgn27t2LR1Vc3pgoX28lkdTtGpMQXpMLsgu48ePHD3hlFOmfxsZGzJs3D5WVlZzx5cuX47333hu248p2Ldja2sLS0nLYjkOGYONGYO1a7phIBPzxB5wWLkRLXh7y8/PZibXhSDC0t7fj3LlznN0KkyZNgr29vVKPQ9SXjY0Npk+fjkuXLqGkpGTYdzH0WgrJxAT4+5zFunEDiIsDTp4EqHSG2vHw8MC1a9fQ0tKCyspKjBkzRunHGDt2LJKSkhAREcHpt/DHH39gzJgx+Ew+MUuU4u6778aXX36Jy5cvo6CgQO3LKsp2LvR3nE8RERE4ceIEWlpacPbsWYT0sTvr+PHj7Nfh4eEDOkZQUBAMDAzQ2dmJ48eP97nroLOzE+np6Zyf6UlPTw8dHR39atwuW5jQV7KEkP5YsmQJJ7lw4MABtLS0UNleDffnn39y7i9YsIAm5YhWMjIyQlxcHGcieufOnZRc0HBFRUU4f/48Z4xKIhF1xGtDZ1m/hdmzZ/MZhtbq6urC3XffjZycHM54dHQ0vv/++2G7sGpqakJdXR0A2rWgtnbvBp55RnH8xx+Bv7cKe3t7w8vLC4C0tEFWVpZSG+/evHkTx48fZxMLjo6OiImJocSCDtLT08OkSZMQFhYGExMTiMViXLx4EVlZWUpt6tpn82Y9PeC//wXk34vKyqQJhhs3lBYDUQ5TU1M2oVBUVDRsx/H29sb+/fsVSvt9/vnn+Omnn4btuLosPDwcNjY2AP53nUiUY9GiRezXW7Zs6fUxEokEP//8MwBgxIgRmD59+oCOYW5ujhkzZgAADh8+3GcJpp07d6KpqQlA7x+SXV1dAUjrDN+8ebPP4+Xk5ODG3+do2c8QMhjz58/n7Ehrb2/HwYMHeYyIDFVeXh4uX77MGaMmqESbyb++Dx06xL7XEs0kv2vBxsZmwAs/CFEF3pILsnIGAL3JDweGYfDkk08iKSmJM+7t7Y2dO3cOa7mZ4uJiANIPmKNGjRq245AhsLEBrKy4Yxs3Ag8+yBkargRDeXk5Tpw4gfb2dujr6yM4OBgBAQFUBknH2djYIDo6GmPHjgUgfZ2kpqaira1tyM/dZ2JBxtAQ2LFDsc/C5cvAokXA33WYifpwc3MDANTX17Nl+IZDUFAQ/vrrL4Xz0+OPP47Tp08P23F1lVAoRFRUFAAovamxrgsODsa0v5vV//DDDzh16pTCYzZs2MCWJHruueegr6/P+f6PP/4IgUAAgUCAt956q9fjyBpIdnd346mnnlJIEtfV1eGVV14BIE1g/OMf/1B4jvnz5wMAOjo68OKLL/Z67dHe3o5nn32WvU/928hQWFlZITo6mjMmX+eaaBb535+9vT1CQ0N5ioaQ4RcfH8953+7s7GR7nBLNJH8eW7hwIZVmJWqJt+SCbMu1hYUFgoOD+QpDa3344YdsMzwZW1tb7Nu3DyNHjhy243Z2drIN+tzc3GjbqboKC5OWe/l7cg5vvw3861+9PlSZCQaGYXD58mWcPXsWEokEZmZmiIyMpN0KhKWvr4/Jkydj4sSJEAgE7A6XhoaGQT/nHRMLMqamQGIi4O3NHT9xAvjnP6UN0InasLKyYn+PsqT2cJkxYwa+/fZbzlhHRwcWL16M69evD+uxdVFMTAwA4MSJE/0qi0P674svvoCxsTG6u7sRGxuLdevWIT09HcnJyXj88cexevVqAICnpydeeumlQR0jJiYGy5YtAyAtgTpr1izs2bMHmZmZ2LJlC6ZOnYrS0lIA0uvV3q5LX3zxRdja2gKQ7rKIjIzE1q1bcfbsWWRkZOCbb75BQEAAkpOTAUh7QzzyyCODipcQGfkFbwkJCejs7OQpGjJU8iWRFi9eDKGQ18INhAyrESNGYObMmZwx+b8DojkqKytx8uRJzhgtzCbqird3V1kt2oCAAMq8KdnBgwfx+uuvc8aMjY2xd+/eYd8yXlZWBrFYDH19fThSnXL15ukJnDoFfPghsGbNbR+qjARDV1cXMjIy2B1LdnZ2iIyMVCg3QohAIICrqytCQ0Ohr6+Pjo4OpKamsonLgeh3YkFm1Cjg4EHAwYE7/vPPwLp1Az4+GT4CgYDdvVBeXj7sE0APP/wwnnvuOc5YZWUlli5dig7a2aJUc+bMASAts3ju3Dl+g9EyU6ZMwe+//w4LCws0NzfjtddeQ2hoKGJiYtgEmqenJxITE2Fubj7o4/znP//B3LlzAQDJyclYuHAhgoKCsGLFChQWFkIoFOLNN9/E448/3uvPW1tb4+DBg+x1a2pqKh588EEEBgYiJCQETzzxBFvuZPLkydi/fz/tfiRDtvDv0qAyjY2NbAKLaJbi4mJkZWVxxpYuXcpTNISojvzrfN++fWyTZ6JZ5BvSm5ubswtwCFE3vCUXZBdqsq3vRDnKysrwwAMPcCZ+BQIBtm7dOuw7RBiGYVePjh07lhrraQJbW+CVV4B+7DAZSoKhpaUFJ06cQFVVFQBg3LhxCAkJUSi3QEhPNjY2iIqKgrm5OSQSCbKysnDp0qV+v+4GnFiQGTsWSEiQ7mTo6fXXge3bB/FfQoaLg4MD9PX1IRaL2ZXQw2n9+vUKF/Xp6el48sknldqTRte5uLiw5dHUsTFyTyKRSOm34b5+mj9/Pi5cuIAXXngBnp6eMDExwYgRIxAYGIiPPvoI2dnZQ26kbWxsjMTERGzduhWzZs2Cra0tDAwM4OTkhPvvvx+pqal9llWSmTx5Mi5evIiNGzciNjYWo0ePhoGBAQwNDeHk5IQFCxbgl19+QUZGBpydnYcULyGA9D1l6tSpnDEqjaSZ5H9vo0aNQmRkJE/REKI6Cxcu5OzQaW1tpf4xGkr+PBYfHw9DQ0OeoiHk9gQMD5+GS0pK2JVI6enpCJGvcU0GpaurC9HR0Qpbpz7++GO8/PLLw378mpoatn7vjBkzaEW6lsrLy0N+fj4AaRNmf3//25a/qq2txZkzZ9DV1QWhUIjJkyfDyclJVeFqhLa2Nhw6dAgAEBsbC2NjY54jUi9dXV3Iyspik1N2dnYICAi4bXJq0ImFnvbskfZb6Pk2aWICpKcDEyYM4r+EDIecnBwUFhbC1NQUM2bMGPZyfPX19QgKClIoxfTvf/8bzzzzzLAeW5fcc8892L59O+bNm4eEhAS+w+nTcJTYEAgESm1mTwanvLycvV4pKyujHbk64uOPP2Z7ggDSa46Kigraaa9hwsLCOH1lVqxYoVAymBBtFRMTw9l19cADD+DXX3/lMSIyUA0NDbC1teWUB92+fTvuuusuHqMiqqKJ16C8LC3v2W8hKCiIjxC00v/93/8pJBYWLVrENtYbbiUlJQCkq40psaBGfv8daGoCHntMKU/n/Xc9+vz8fJSXlwNAnwmG4uJiXLx4EQzDwNDQECEhIcPa84NoJ1nT77y8PFy5cgXV1dVISUlBSEhIr+capSQWAGDBAuCTT4Ce59DWVmDJEuDMGWDEiMH/RxGlcXFxQWFhIVpaWlBXVwcbG5thPd6oUaOwe/duhIaGoqWlhR1/4YUXMHHiRNqRqSQxMTHYvn0723dBXXdDvvnmm3yHQAhRosWLF3OSC9XV1Th16hQiIiJ4jIoMxPXr1xUa1lNJJKJLli5dykku7N27Fx0dHbTqXYMkJCRwEguGhoaYPXs2jxERcnu8fFKTbXEPDAykpkpKsnv3bmzYsIEz5ubmhi1btqikqXJbWxu7qtjFxWXYj0f66fJlYMUK6YTo+fPAZ58BSihF1J8EQ35+PvLy8gBIm0sFBwfTinwyaAKBAD4+PjA3N0d2djaam5uRmpqKsLAwTuJAaYkFmRdfBHJzgZ6r3QoKgIceAv76C6D3MN6ZmZnB2toadXV1KCkpGfbkAgBMmDABP/30E2f1kFgsxoMPPogLFy5QElUJevZdyM7OVtvFKJRcIES7eHh4YMKECbh48SI7tmvXLkouaJBdu3Zx7ltYWGDGjBk8RUOI6i1evBhPP/00e7+pqQlHjhxheyER9SdfEikuLo4W8BK1xsusiCy5QHUPlaOoqAgPP/wwZ8zAwADbt2/HCBWtrC0tLWVXp48ePVolxyR30NIC3H23NLEAABs3AnFxQHu7Up6+rx4MDMMgNzeXTSyMGTMGERERlFggSuHo6Ihp06bBwMAAHR0dSEtLQ2NjI4BhSCwA0n4kX30F9JzYFImAmJh+9SohqiFLaldWVqJdSee4O1m6dCnWrFnDGSsvL8fjjz9O/ReUwNnZWWP6LhBCtMvixYs593fu3EnndQ3y559/cu7Pnz+fVmwTnTJmzBiEhYVxxuT/Loj6amlpUeiTIf++RIi6UXlyoaSkhC2fQ9t6hq69vR133303O7km88UXX8Df318lMTAMg2vXrgGQTgbQbhQ1wDDAk09Kdy70NG4cYGSktMPIJxjOnj2LnJwcXLlyBYB0IjggIIDq1BKlGjFiBMLDw2FoaIjOzk6kpaWhoqJC+YkFGSMj4M8/AWtraRP0I0eA55+n5IIasbe3h6GhIRiGUUljZ5m33noLM2fO5Ixt374dP//8s8pi0GaynlyUXCCEqNKSJUs490tKSnDu3Dl+giEDUltby5ZglqGSSEQXyb/ud+/ezSmzQ9TXwYMH0dbWxt4XiUSYP38+jxERcmcqnwWmfgvK9corryArK4szdt999+Hxxx9XWQx1dXXsyc/Z2VllxyW3sWUL8Msv3LHJk4F//1vph+qZYKioqEBRUREA6WvB39+fkk1kWFhYWCAiIgJGRkbo6upCZmbm8CQWZJycgL17gbNnAaqpr3aEQiGn6ZWqVpgKhUL8+OOPsLKy4ow//fTTKCwsVEkM2iwmJgYA2L4LhBCiChMnToSrqytnTL7UDlFPu3fvhkQiYe+bmJggLi6Ox4gI4Yd8krS+vh4pKSk8RUMGQv79Jjo6GqNGjeIpGkL6R+WzfrLGMtRvYehSUlLwb7nJYi8vL3zzzTcq6bMgI6u5P2rUKJiYmKjsuKQPV68Czz7LHbOwALZvV+quhZ68vLw4NcZNTU0xceJElb4Oie4xMzPDlClTOGMTJkxQfmJBZupUwNFxeJ6bDJksudDc3Kywm284OTg44Ntvv+WMNTc3Y/ny5TQhPkSyvgu3bt1CdnY2z9EQQnSFQCBQmJiTr39N1JN86Ze5c+fS51Oik1xcXBAQEMAZo9JI6q+zsxN79+7ljFFJJKIJVD67T/0WlKO1tRUrVqzgjBkZGWHHjh0wNzdXWRxisRjXr18HIC2BQ3jW1QU8+KC030JP//mPtCTSMGAYBpcvX0ZDQwM71tLSguzsbKpPS4bVrVu3FHZuXbhwQaUTy0R9WFhYsIklWdJbVZYuXYqVK1dyxk6dOoX3339fpXFoG+q7QAjhi3xy4dKlS2zZT6Kebt68iSNHjnDG5H+PhOgS+df/rl27ODt7iPpJTk5W+Cy7aNEifoIhZABUmlwoKSlha/PLVqORwXnjjTcUSi588MEH8PPzU2kc1dXV6O7uhlAoxJgxY1R6bNKL994DMjK4Y48/DgxjrdH8/HwUFBQAkK6Q8PT0BMBt8kyIssk3b546dSpbIunkyZNoampSbUBXrgB/lwQj/JHtXigvL1f5uefzzz/HOLkk7jvvvINTp06pNA5tM3XqVACUXCCEqNbUqVMxevRozhiVRlJvCQkJ6OrqYu8bGBhg3rx5PEZECL/k+y5UVlbSdamak3+fCQkJgYODA0/RENJ/Kk0uyD4YWlpaIjAwUJWH1ippaWn4/PPPOWOhoaF4Vr4UjgqUlZUBAOzs7GBgYKDy45MeTp+WJhd68vQENmwYtkNevXoV+fn5AKSTehMnToSPjw+nyTMlGIiyyScWwsPDYWdnx2nyfPLkSTQ3Nw9/MBIJ8MUX0p4mDz0EiMXDf0zSJ9nFd0dHB2pra1V6bDMzM2zdupXTwF4ikWD58uWcpmxkYKjvAiGED0KhUGG1KJUUUW/yv5/Y2NjhK5VJiAbw8vLC+PHjOWN0HlNfYrEYf/31F2eMdl8RTcFLcoH6LQxeW1sbVqxYwZmsNTQ0xH/+8x/OhIYqdHZ2orq6GgCVROJdRwewYoV0olNGTw/YuhUwNR2WQ16/fh2XL18GIJ3QmzJlCttjoWeTZ0owEGXqLbEg++BoZmaGsLAwGBgYoKOjA6dPn+asYFO6ykpgxgzg+eeBtjYgLQ2QS/wS1TI2Noa1tTUA1ZdGAoDg4GC89dZbnLHCwkJ88MEHKo9FW8ydOxcA9V0ghKie/KTOmTNnUFJSwk8w5Laam5tx4MABzpj8qm1CdJH838HOnTvpc7maOnHiBDu/JkP9Foim4CW5QP0WBu/NN99UqPf5zjvvwNvbW+WxXL9+HQzDQF9fH3Z2dio/PunhvfeAvyf6WW+9BQzTDqHGxka21r2NjQ38/f0VmjdTgoEo2+0SCzIWFhYIDQ2FSCRCc3MzMjMzh+91Z24O/F3qj/X668Dfu3kIP2TJ7srKSl5Wuv/f//0fwsLCOGMfffQR8vLyVB6LNnBycoKzszMAaR1aQghRlejoaFhZWXHGtm/fzlM05Hb279+P9vZ29r6enh4WLFjw/+zddXgUVxcH4N/EBZKgAUIIEiA4BLdihQItxSkORQulpVDkg9JixQpFi2txKS0uLRQo7i6B4BojRnSz2e+Pm9nszEo2yezObHLe58nTzM3uzCnJ2j33niNjRIQogzi58Pz5c1y9elWmaIgpO3fuFBxXq1YNZcuWlSkaQjLHasmFd+/eafsttGjRwlqXzVEuXryIX0UlbmrXro3Ro0fLEg+/KrRYsWJW3zVBdNy4AcyeLRwLDATGj7fI5fgV4Wq1Gu7u7iZ3IlGCgUjFnMQCz8vLCzVq1AAAhIaGanfYSC5PHuD33wHdxFpSEutzQn/nsilWrBjs7OyQkpKit/rHGuzt7bFy5Uo4ODhox1QqFYYPH07Pf1lUu3ZtAOx9ECGEWIujo6Pe7gVKLiiTuNRLs2bN9BJDhORGVapU0esJRqWRlEetVuv9Xrp16yZTNIRkntWSC3x21MnJSfshkZgvJSUFgwYNQqpO2RsnJyesX79eMIFhLfHx8YiIiABAJZFkpVYDgwYBuqtzHRyAdevYfyWWmpqKy5cvIyEhAQ4ODqhbt26GvTYowUCyKzOJBZ6Pj4+2uXhwcLC2P4zkGjcGRo0Sjp06Baxfb5nrkQw5Ojpqm3DKURoJACpXrqyX+D9x4gS2bt0qSzy2LjAwEABopR0hxOrEkzuXL1/G06dPZYqGGJKYmIiDBw8KxqgkEiEMx3F6j4fdu3fT53GF+e+//xAaGioY69q1q0zREJJ5Vksu8CVU/P39qfFvFqxevRp37twRjE2ePFmvQY+18BM2rq6uKFCggCwxEAB2dsDo0UDaRBoAYMIEoFo1yS+l0Whw69YtbVKpZs2ayJs3r1n3pQQDyaqsJBZ4AQEB2knmGzduIDIy0jJBTpsGpJVt0RozBhC9QSTWwye9Q0JCkJSUJEsMP/30E0qUKCEYGz16tOX+DnMwvszU8+fPta9BhBBiDc2aNdP7rEO7F5Tl77//xocPH7THHMehffv2MkZEiLKId2A9evRIb26JyEtcEqlGjRpUEonYFKsteedXm1WuXNlal8wxoqKi8OOPPwrGqlWrhrFjx8oUEeu3ALDVweJa+8SKOA7o2RP47DNg8mTg+HFW890Cnj17pi1tVrFiRe2krbn4viBBQUHa5JShXg2E8LKTWADYh8vAwECcPn0asbGxuHjxIpo0aQJXV1dpA3V3B5YvB9IazwIAIiNZgmHjRmmvRczi7e0NR0dHqFQqvHv3Tluz35rc3d2xePFidOjQQTsWGhqKH374AcuWLbN6PLasbt26cHBwQEpKCq5du4aWLVvKHZLWtGnTLHLen376ySLnJYRkjoODAzp16oTVq1drx3bu3Ilx48bJGBXRtWPHDsFxo0aNMv05hZCcrHbt2vD19RXs5N6xYweqVKkiY1SEl5KSQiWRiM2zenKhloUazOZk06dP11upt3DhQjg6OsoST0JCAqKjowGw2tZEATw8gAULgORkwAI7g8LCwnD79m0AbEWwuG6juSjBQMyV3cQCz9HREXXr1sWpU6eQlJSES5cuoVGjRtL3iWnTBvjiC0D3A+6mTcCwYUD9+tJei2TIzs4ORYoUwcuXL2VLLgBA+/bt0a5dO+zfv187tmLFCvTv3x916tSRJSZb5OLigtKlS+Phw4e4evWqopILU6ZMschrGCUXCFGObt26CZILV69exZMnT1C6dGkZoyIAK9W7b98+wRhNyhEixHEcunbtivnz52vHduzYgenTp9PncAX477//EBYWJhijkkjE1lilLFJoaKh2IrE+TbJkyqNHj7BkyRLBWMeOHdG0aVN5AgJrzg0Azs7O8PLyki0OYoAFEgtxcXG4fPkyNBoNvLy8UL169Wy9CaESSSQjUiUWeO7u7qhduzY4jkNUVBRu3Lhhmb+5hQtZok/XyJGATq8cYj38qsWwsDCo1WrZ4liyZAnc3Ny0xxqNBsOHDxf0UCIZ41fXKbHvgkajMfmVldsQQpSjadOmKFiwoGCMSiMpw6FDhwQlkezs7NClSxcZIyJEmbp37y44Dg4O1pYuJ/ISl0QKDAxEmTJlZIqGkKyxSnKB/yDo6OhIzZwzaezYsVCpVNpjR0dHzJ07V8aI0pMLRYoUoUx3DpeamopLly5BpVLB2dkZderUkWTFNyUYiDFSJxZ4hQoV0k5Ovnr1yjLNGIsUYeXJdF2+DPz+u/TXIhkqVKgQ7OzsoFar9VYDWZOfn5/eKvSrV6/qbX8mpim1qXNqaqrRrydPnqB27drQaDRo06YNdu3ahefPnyMxMRGJiYl4/vw5/vjjD7Rp0wYajQa1a9fG06dPKfFEiMLwpZF0iSeDiDzEJZGaNm1KJZEIMaBWrVp6u63Ejx9ifVQSieQUVk0u+Pv7w9nZ2RqXzBGOHz+OvXv3Csa+++47WbOYKpUK4eHhAFhNayIDndU5lhYUFISYmBhwHIc6depIWqueEgxEzFKJBV7JkiW1DXbv3buHuLg4yc6tNWIEkPZ3rTVhAhAbK/21iEmOjo7aJpx8Ulwuo0eP1j7f8X788UekpKTIFJHt4Zs6P336FO/fv5c5moxFR0ejVatWuHbtGjZu3IiDBw+ic+fO8PX1hZOTE5ycnODr64tOnTrh4MGD2LRpE65evYqPP/5YW3qSEKIc4smea9euITg4WKZoCMDeNx44cEAwJl6dTQhhOI7DF198IRjbsWMHff6W2cmTJ7XzazwqiURskVWTC9TM2XxqtRqjRo0SjBUqVAg/WKhZr7nCwsKQmpoKOzs7FCpUSNZYcqXERKBqVaB3b+DFC4teKioqCo8ePQIAlCtXDvnz55f8GpRgIDxLJxYA9qa6SpUqcHNzg1qtxvXr16X/e3NyYuWRdIWEADo1Ton18KsX3717J+tzi6OjI37++WfBWFBQEDZSw2+z1alTBw4OrFWYLWzjX7BgAYKDgzF48GD07t07w9v36tULgwcPxuPHj/Hrr79aIUJCSGY0adJE77PP9u3bZYqGAMD+/fuRmJioPTa0w4QQkk6cXHjx4gUuXLggUzQEALZt2yY4rlmzJvXzITbJqskFauZsvvXr12sb6PKmT58OT09PmSJi+NWfhQsX1n7IJ1a0ZAnw9CmwZQtbHT1xIqBTNksqarVaO9Hv4eGBcuXKSX4NHiUYiDUSCzwHBwfUqFEDABAREYEnT55If5HWrYFPPxWOzZsH0Gpkq+OTC0lJSYiKipI1ls6dO6NmzZqCsSlTpggmRohxbm5uKFWqFADllUYyZPfu3doGiubiV0b/+eeflgqLEJJFDg4OerX8t27dSu9ZZSRO7rRs2VK7Y5EQoq9q1aoICAgQjFGSVD5JSUl6JZFo9xWxVRZPLoSFheHly5cAqJmzuVQqFWbMmCEYq1KlCgYOHChTRIxGo0FISAgAKokki5gYYPbs9OPERODsWcACSZ6HDx8iNjYWHMchMDAQdnaWfaqgBEPuZc3EAq9gwYLaScr79+8LGgFKZtYsgO9J07gxcPQoIHNyODdyc3PT/j3JXRqJ4zi91/aXL19i5cqVMkVke/gdsLaQXHj27BkAZGpRCH/b58+fWyIkQkg29ezZU3B8//593Lp1S6ZocrfIyEgcOXJEMCZelU0IETJUGmnXrl1Qq9UyRZS7HT58WFAKk+M4Si4Qm2Xx5IJuM+c6depY+nI5wtatW7UfSnnz5s2TfafA+/fvkZycDADUKEsOCxcC4jrT8+alT2BKRFwOyVq7ZSjBkPvIkVjgVaxYUVse6caNG9L/rVWpAkyZAhw4AJw6BaTViyfWp1saSW6tWrVCkyZNBGMzZsxALPXkMItSmzob4ujoCAB6u1BN4W/L35cQoiwNGjSAr6+vYExc0oJYx549e6DS2b3t5OSEDh06yBcQITZCnFx4+/YtTp8+LVM0uZv49aNx48YoXry4TNEQkj1WSy6UKVOGmjmbQa1WY+bMmYKxevXqoWXLljJFlI6fmPHy8oKLi4vM0eQy798D4hrMHTsCtWtLehndckienp4WLYdkCCUYcg85EwuAlcoj/fQTK48kcQKQZA6fXIiJiUF8fLyssXAcp/caHxYWhoXiPh3EIH4H7JMnTxAZGSlzNKZVq1YNGo0Gc+bMMevvLj4+HnPmzAHHcahataoVIiSEZJadnZ3eqtJt27YhNTVVpohyL3EplzZt2shePpgQW1ChQgW99xlUGsn6YmNjsW/fPsFYjx49ZIqGkOyzWnKhSpUqlr5UjvDHH3/g4cOHgrFJkyaBU8DkFF8SiXYtyODXX1lZJB7HAVOnSn4Z3XJINWrUsHg5JEMowZDzyZ1Y4FmlPBKRnZeXl3ZxgxJ2LzRo0ACfffaZYGzevHmIiIiQKSLbUa9ePdjb2wNQflPnQYMGAWCNu5s2bYobN24Yve3NmzfRrFkzPHjwAAAwZMgQa4RICMkCcWmkFy9e4Pz58zJFkzu9e/cOx44dE4xRSSRCzCdOku7atUtboYJYx969e/Ua0ov7+hBiS6yWXOBXiBLjUlNT8fPPPwvGqlevjrZt28oUUbrExERt2Qbqt2Bl0dHAb78Jx7p1Y2VXJBQZGakth1S+fHlZV/9QgiHnUkpigadbHun69ev0d5YDcRynfd0KDw+XORpmxowZgkUDMTExWL58uYwR2QZ3d3ebaercq1cvdOrUCRqNBlevXkXNmjVRvXp1DB48GD/88AMmTZqEwYMHo3r16ggMDMSVK1cAAJ06ddKbvCSEKEe1atX0GqJSaSTr2rFjh2C3iLu7Oz7//HMZIyLEtoiTC+/fv9frYUIsS/y60apVKxQsWFCmaAjJPosmF8LDw/HixQsAbKUeMW3//v24c+eOYEwpuxb4CRkHBwfacmpty5fr71qYMkXSS6SmpmonVj09PVG2bFlJz58VlGDIeZSWWACE5ZHev3+Pp0+fWv6iGg2QlGT56xAt/s16eHi4Ip5HqlatqvfBbunSpUiiv4sM2VJT5x07duDrr78Gx3HQaDS4desW1q1bh9mzZ2PWrFlYt24dbt++rf2bHDFiBE1SEqJwHMfpJQB37tyJlJQUmSLKfTZv3iw47tixI9zd3WWKhhDbU6pUKTRs2FAwJn5cEcsJDw/H33//LRijhSXE1lk0ucBPlNvZ2aFu3bqWvJTN02g0mDFjhmCsQoUK6Nixo0wRCfHJhYIFCyoi2ZFrJCSwRs66unQBRCumsuvly5eyl0MyhBIMOYcSEws83fJIQUFBggaBktJogMOHWXPnSZMscw1iEJ9cUKlUiNFN1spo7NixguN3795hx44dMkVjO6pXrw4gc42S5WJvb48lS5bg+vXrGDZsmDZxr9FotF/+/v4YNmwYrl+/jsWLF8PBwUHmqAkhGRHXxQ4LC8Px48dliiZ3CQoK0u704vXu3VumaAixXeLHzf79+xXzHjmn++OPPwQJaVdXV7Rv317GiAjJPovOIPK9A4oWLUoNgDPwzz//4PLly4KxH374QTGTvLrJBWJFv/8OpPW60Bo/XtJLqNVqbZ3nEiVKKG5nCiUYbJ+SEwu8gIAAODg4IDk5GY8fP5b+AjduAHXqAG3bAhcuAKtWCXckEYtydXXVrmpUSmmkGjVqoEmTJoKxBQsW0PNbBipWrAgAePz4MdRqtczRmKdKlSpYunQpgoKCEB8fj7dv3+LNmzdISEhAUFAQli5dSk2cCbEh/v7+qFWrlmBsy5YtMkWTu4j/nQsXLowWLVrIFA0htqtr166CBQ2JiYn4888/ZYwo9xA/j7Vr1w558uSRKRpCpGGV5IKfn58lL5MjzJ07V3BcpkwZxTSmSkhIQFxcHACgQIECMkeTi6SmskbOulq2BGrWlPQyT548QWJiIuzs7LST+EpDCQbbZQuJBQBwcnKCv78/ACA4OFjQYEsSefIAumVcYmKAdeukvQYxiX/9UlLj5NGjRwuOb9y4gZMnT8oTjI3gJ+GTk5O1pTdtibOzM7y9vVGkSBFto3FCiO0Rl7D4888/8eHDB5miyR00Go3epFyPHj1oxxchWVCgQAG93p5UGsnynjx5gjNnzgjGxLvhCLFFVkkulClTxpKXsXnBwcE4duyYYOx///ufYt4o8RMxjo6OilvVnqMdOQIEBwvHJN61oFKptE2cS5cuDVdXV0nPLyVKMNgeW0ks8MqUKQNnZ2eo1Wrt65dk/P2BDh2EYwsXAlSj2WqU1ncBAD777DNtUou3YMECmaKxDf7+/nBycgIA6R+nhBBiph49egh2mMfFxeGvv/6SMaKc78KFC3jy5IlgrFevXjJFQ4jtEz9+/v33X7x580amaHIHcQInf/78ekkeQmyRVZIL5cqVs+RlbN7q1asFx/nz51dU7Ui+hESBAgWo34I1LV4sPK5aFWjeXNJLPHr0CCqVCo6OjpI1cf77b6BbN6BFC7bJolMn47d99Qr46itgwgRg3jxg1y7A1IJxSjDYjswkFlJSgH//BTZvBubOBUaNMl0xqHt3oG5doGlTVmVIqoXeDg4O2r+vZ8+eaXdsSUa0Sh3PnwN79kh7DWKUEvsu2NnZYeTIkYKxAwcO0KS5Cfb29ihevDgA20kuBAcH46effkLLli1RpUoV+Pv7I1i0eODOnTs4dOgQTp06JVOUhJDMKFKkCD755BPB2MaNG2WKJncQT8qVK1dOrzwVIcR87dq1Q968ebXHGo0G27ZtkzGinE2j0ei9TvTo0UO7aIYQW2axpfEpKSnautV8fVyiLzk5GevXrxeM9evXT1E9KqjfggyePgWOHhWOffMNIGFyJyEhQbv6p2zZsiZf1DQa4OFD4Px54OJFoHx54LvvDN/2xQuWJODFxxuP4cULYOVK4Zip+dykJJZgAFhDt1evXgEAAgMDKfGlIJndsZCaypJRugYOBCpXNnz7W7eA+/fTj7/80ngsv/zCqhFVr86+atUCChUyfns/Pz88fvwYcXFxePDgAWpKWYasYUPWd+HSpfSxFStYk3ZicXzfhbi4OISHhytmJ17//v3x448/IioqCgD74LFo0SIsXbpU3sAUzM/PD0+ePFF8ciE1NRXjx4/HwoULkZqaqk2GcxyH5ORkwW1fvnyJzz77DA4ODnj69Cl8fHzkCJkQkgl9+/bF4cOHtcfHjx/Hq1evtAlQIh2VSoUdO3YIxnr16kXv/wnJBldXV3Tu3BkbNmzQjm3ZsgXff/+9fEHlYOfPn9fr7de3b1+ZoiFEWhbbufD8+XNtB/QqVapY6jI276+//kJYWJhgbMiQITJFo4/6LcikZEk2k9+zJ+DoCOTPz76XUFBQENRqNVxcXFC6dGmTtx01CggIYJO4K1YA+/YZv23+/MJjUxsL3r8XHhctCri5Gb5tRAQrW1+jBrBgQQCePauFpCR72sGgMHxiISEhCa9eFcDdu00xZIgHypYFRHNpWk5O+hP+pnbkihNWpqp5HT4M7NwJTJzIdjksW2Y6fjs7O20C69WrV4iOjjZ9h8zgOODbb4Vjx4+zzB2xCiX2XciTJ4/e6/6GDRu0yQaijy8lpfTkwtChQzF//nyo1WoUK1YMXUwkEtu0aYPSpUtDrVbjjz/+sGKUhJCsat++vWDxhKGeAEQahw8f1nvtppJIhGSfuGLG9evXcfv2bZmiydnEuxbKlSuH2rVryxQNIdKyWHKB/8Dn7OxMPRdMWClatt2kSRPtxJYSUL8FmXAcUK8esGULK52yY4fxWfcsiI2N1TbCLF++POzt7U3ePjBQeJzWpsGgzOSgIiOFx6ZyHFevsvI5N24Aq1YBo0b5wNeXSiQpie6OheRkd4wY0Qhjx7pixw7WPkS3n7FYsWLC48wkF4w9NDQa4OZN4Vj16sbPm5DA/uvj46N9vrt3757xO2RF5876D5JVq6S9BjFKiX0XAGDEiBGC5+H4+HiaYDaBL1+m5OTCyZMnsXbtWgDAxIkT8ezZM+zcudPkfbp27QqNRoMTJ05YI0RCSDa5urqia9eugrGNGzcq6vUlp9BdWQ0A9evXpzkGQiTQtGlTFBN9EBM/3kj2JSUl6e2+6tu3L+2+IjmGxZMLvr6+gmZXJN3Dhw/1PkAOHTpUpmgM45ML1G9BRkWLAh9/LOkpHzx4AI1GA3f3PHj+vAT69DG9MaJBA+Hxq1fGyxf5+wM//AD8+iuwfj2roW+Mvz8wbBirod+0KVC/vvHbXrkiPA4MBOrXL2uwB0NqKiu1Q6xHXAqpTZs6qFRJeJvTp43fPyAAqFiR/an37Qv4+Rm/7bJlwJo1wJIlwJw5gLF2IS9f6iewTCUXvviC9QmZP59DvnysJlNoaKi2NJwkXFz06zitX2+62QiRjG7fhdjYWJmjSefr64t27doJxjZt2iRTNMpXKe3J5fnz50hU6GNnxYoVAIC2bdvi559/zjCJDwB16tQBANy9e9eisRFCpCMuaXHv3j1cv35dpmhyprCwMOzfv18w1r9/f3mCISSHsbe313se27x5M1QqlUwR5UwHDhzQ25WspD6rhGSXxXou8MmFkiVLWuoSNm+VaLVqgQIF0MlU91sZ8E+A+fLlkzcQIpno6Gi8efMG9+/nx9q19RAczJJ/zs7Ahw+s9JBYmTJAwYKsfE2DBmxiX602fH4fH+Dnn82LpX590wkFXeLkQqtW7L+GejBERgZiwAAOX3zBavcraDNQjpCSwlqCbNjAftfFihnusdC4MaA7R3b6NDBunOFzbt9u/vXNbVGQNy/bFHDzJtvx8vIlUKKE4dtGRLASSikpwLVrAMcVwLhxlVC//l08ePAAjRo1Mj/AjAwZwjqY896/B/bvB0SrH4n0XF1d4eLigsTERERFRZnsBWJtffr0wR6dBt///fcfnj17Ru+jDODLbWo0Gjx+/FibbFCS8+fPg+M4DBw40Oz78HXa3717Z6mwCCESa9SoEUqWLIlnz55pxzZu3IhA8bZfkmVbt27VllsGABcXF3zxxRcyRkRIztK/f3/Mnj1bexwaGoojR47oLXwhWScuidS0aVP4mVpNR4iNsfjOBb4uLhFKSkrS227Wv39/ODs7yxOQAampqYiJiQEAeHl5yRsMkQzfxLlECQcEBztqx5OSgL//NnwfjmMNdF+9Ys2aJ0wArD0nt3Ej8N9/bCdE69ZAmzbpPwsICBDsYFi6NBwvX7L52woVgB49rBtrTvbjj4CvL/DZZ8AffwCrVycZbd7cuDErddWvH9tpsGCBdWPNlw8YPBj47TfgzBng2TPjPdF372aJBZ69PYfevdPr80ta/75sWaBZM+GY6A0nsRz+9UxpPQ0+/fRTvUQ+1e42rGjRosiTlglXammk0NBQAECpUqXMvo+DA1vzQ6sFCbEddnZ26NOnj2Bs69at9DiWkPgzc6dOnahcLyESKl++POqLVvytX79epmhynrCwMBw6dEgwRo2cSU5j8eQCP+FHhAw1pVJSI2cAiImJQWpabRl6A5czJCUlaVf3N2xYTLv6n7d3r/H7FixofGLWGvLkYZPVY8awFeaNGwt/zicYVCoOx48L/14z6FdNMuHFC0B3Ue2GDRrEx+snFgCW1Hn8mO1wGDiQlcGSk6m/3yNHhMfduwOVKnlpn/v4pJxkxG8ojxwB0iYjiWXxv1OlJRecnZ3RrVs3wdimTZuodrcBdnZ2KJG2DUmpyQXXtE7z8eImMSbwvZBotyghtkWcXAgLC8OBAwdkiiZnuXHjBm7cuCEYo5JIhEhP/Ljav38/wsLC5Akmh9m0aZPe7qvOnTvLGBEh0rNIciEhIUH7AalixYqWuITN2717t+D4o48+Qrly5WSKxrDo6GgA7AOyknZU5FgaDfDNN6x5cyYmI0x58oTtNuA9f/4cqampcHJyQvHixcHns8qVY6v858yR5LKyCQgIwIcP1REb66Qds7PTQGF5O5s2erTwOCLCBXfvFtNLLADyJqMya9cu4J9/WDsEDw9g1CiA4zhts8DXr19ra7sHBwNr1xovDWaWzp2BtMlHAGzbRGZqQ5Es43cu6CbQlUI8QRUUFIQr4ppwBEB62U2lJhf4HQuZqb3OT0bSe2dCbEvZsmXRQNSgjG/oTrJHvGvB19cXzZs3lycYQnKwL774Ai4uLtrjlJQUbN26VcaIcgaNRqP3etC5c2dFlWYlRAoWSS4EBwdrv69ataolLmHTkpOT9ZpSdVVgrW1+VSeVRLKS27dZ/Zbu3YHChVmH5SyurE1MBKZOZQ1yp05lY6mpqXj69CkANiljb2+Pzz8HTp4EHjwAvv8eKFJEmv8VOfXrVwJ79z5Fhw6P4OGRhEaNolGihPGVv4sWAa9fWzFAG6DzFK6nWjWgWTO28qJs2Uh8/fVd9OtX3ubfINnbs2bS69YBYWGsrwgAFCtWDM7OzkhNTdXWU54wARg0iDWHPnyY5QUzLW9eQNxjZ/Pm7PwvEDPxr2lqtRofPnyQNxiRBg0aoLRoqxU1djasbFond6UmF1q1agWNRoNVq1aZlcS6evUqNm3aBI7j0Lp1aytESAiR0qBBgwTHhw8fxmt6g5ktycnJeuUB+/btC3t7e5kiIiTn8vT01Ov/KU7ukcy7cOEC7t27JxgTv14QkhNYJLnAf9Dz8PBAkZwwWymx48ePa3cF8Dp27ChTNMbxyQUqiWQluquW4+JYkfgsTNieOwdUrgxMmcL6KGzYwGrNv337FomJieA4Trvi09ERaNLEtlaYZ4TjgM8/L4VZs9RYu/Zv9O9/EdeuXTNYWuT0aeC771gJ/MmT2T97bnblCvDJJ6xPhbEqQLGxsejW7QIWL/4XixZdwMyZvihRwrYTC2JO6RtfYG9vr328PHv2DGfPpuKPP9jP7twB2rYFZs7M4oV0V6l7eQGVKgkbPxCLcHFx0e7GU1ppJI7j0Lt3b8HY9u3bqXa3AQEBAQCUm1wYMWIEXF1dcfv2bQwePNjk73D37t1o3bo1kpOT4eHhobgymYSQjHXt2lXbCwZgi3poYi57Dh48iPDwcMEYlUQixHK+/PJLwbGhsmQkc8S7FsqUKYMmTZrIFA0hlmPR5AJfD5cIiUsi1a9fHz4+PjJFYxg1c7YyjYaVQ9LVvTtgl/mHaN68LJnAS0kBZs+GdtV1sWLFtLWgc7KAgABUrlwW+fMn4tWrVwYTDNOns/8mJADTpgE1a2az1I2NUqtZ0+XatVlT75QUlmwRi42NxdmzZ1G0aAT8/ZMMlkLKiUqWLAmO45CYmIRRo4QThHnyAL16ZfHEzZsDX3/N+i2EhADr1wNpDV2JZSm1qTMAveRCWFgY/vnnH5miUa5KlSoBYI2Tlfh79PHxweLFi6HRaLBhwwaULl0aw4cP1/587dq1GDZsGMqWLYtu3bohIiICHMdh1apVtKiDEBuUJ08edO/eXTC2bt06xZXfsyXiSblGjRrBX+4GXoTkYM2aNYOvr69gjEq8ZV1sbCy2i8reDhw4EFxOWtlJSBqLlkXy8/OzxOltWkpKCvbs2SMYU2Izl9jYWO2bYUouWMGdO/pLxb/4IkunqlIFGDky/djODnB1Tdau/MlNj0u+yTMAvQTDxYusxr6ufv1YeZzcxt5ef/fKli3sz5LHJxaSkgw3b87JXFxcUKRIEXAc0KvXY1Srlv6zuXOBtI0NmefoyEqhffKJcLsEsTj+dU28i1AJypYti3r16gnGDh48KFM0ylWlShXt948fP5YxEuMGDhyINWvWwNXVFa9fv8bKlSu1HygXLlyIVatW4fHjx9BoNHB2dsa6desUWSaTEGKegQMHCo6fPHmCkydPyhOMjXvx4gUOHz4sGBOvqiaESMve3h79+vUTjG3atAnxEvWDzG127tyJOJ3SCHZ2dnr/voTkFBZJLrx58wYAULx4cUuc3qadOnUKERERgjFxbTsl4FcBUjNnK9m7V3js55de9D0LpkwBihUDGjQArl0DBg9mCT93d3cULFgwG4HaHmMJBh8fYMiQ9M0hfn6siW9u9csvgO5i2SJF0puB5+bEAo9PypUs+QinT8djwwa2uWjoUHnjIlmjm1wwVDJNbu3btxccHzp0SJFxysnLywvu7u4A0t93KtGAAQPw4MEDjB49GmXKlIFGoxF8+fj4YNiwYbh//z594CTExtWtW1e7q4pHq36zZu3atYJdH3nz5sUXWVx4RQgxn3hlfXR0NHbu3CljRLZL/Pzftm1bFCtWTKZoCLEsiyQX3r59CwAoWrSoJU5v08QlkQIDA1GqVCmZojGO+i1YmTi58Pnn2WqEkDcvcPYs6ylQpUoqXrx4AYCVKsuN2/AMJRh8fDRYuRK4eRNo1YqVjnJxkTlQGRUuDMyYwdp8zJ7Nmjq3bk2JBV7hwoW15cRevXqOfv2AbdtMP0xv37ZScCTT+Nc2tVqN2NhYmaPR17ZtW8Hxs2fPEBQUJFM0ylWgQAEA6e87lap48eKYN28eHj58iKioKDx8+BD3799HaGgoXr58iaVLl2p7uxBCbBfHcXq7F3bv3o3IyEiZIrJNKSkpepNyvXv31iaUCSGWU7JkSXzyySeCsVWrVskUje26d+8ezp8/LxijRs4kJ7PozgWl9RGQW2pqKv766y/BWJcuXWSKxjTqt2BFr1+zTrq6RKtWxYKCWLl2U/MpJUuyVfkhISFISkoCx3G5ug+KsR0MlSsDR4+arkL14AHwv/8ByclWCtZC7t0z/Tfz1VfAw4fA+PGAmxslFnRxHKfdvfDixYsMV5EfOwZUr852NiQlWSFAkim6TZ351zslqVKlit57KHF5CAIUKlQIgDJ3LjRv3hzNmzfH+vXrBeMeHh7w9/dH+fLlc91OQkJygz59+sDR0VF7nJSUhM2bN8sYke05dOgQXr9+LRgbSltFCbEa8ePt/PnzuE2rpjJlzZo1gmNvb2+9xUOE5CSSJxdUKhXCwsIAQK8ZTG53/fp1vHv3TjCmxH4LAPDhwwcArDkZsTDxhJGnJ/DRR0ZvfvYsK3d04gTw6adA2q/KKH5FZ+HCheGSm5fmw3QPBmMr0BMTWeJhzhygYUO2ot/WaDTA0qWs0tagQezYEHt7wNubfU+JBX38a1piYqLJBrJPn7K/mdRUYNUqtjMmU/PXycm5s7O4FXEcp319+5DRk6gMOI5D69atBWOHDh2SKRrlKly4MABl7lw4ffo0Tp06RTsSCMllChYsiA4dOgjGli9fTqXtMkG8SrpOnTqoptvwihBiUZ9++qleFRLavWC++Ph4bNiwQTDWr18/QeKZkJxG8uRCSEiI9vvcvEraEHFDr3LlyqFcuXLyBGNCcnIyktOWaFNywQrEXYU/+YQ1ejVy0xYtgPfv2fH160C3bkBKiuFTazQa7WOSypQxphIMhowZA9y6xb6/coVN0F+4YI1IpREXB/TuDYwYwVbQHzoErF5t+j6UWDDMzc1NW05HnCjmqVRAx47pj1EA+O8/YNasDE7++jWwZg3QqRNQsCBw6pREURNj+Nc33UZrSiJe3fTff/8pMhEiJ++0bKgSkwt84oN2gBKS+4hX/d6/fx+n6HXdLIYaOdOuBUKsy9HRUa/EGzV2Nt+OHTv0yuENGTJEpmgIsQ7Jkwu6H/D4EhKEEScXmjVrJk8gGdCdaKHalhaWmgocPy4ca9nS6M2rVwfEfdJDQ42vin7//r02UcRPwhDzEwzPn7P5Xl1+foAtLZ4KCQEOHhSOjR4NPHli+PaUWDCtSJEiAIwnFxwdWQmttPYMANjOhcmTMzhxhw7A4MHAX38BsbHAkSPSBEyMUvLOBQD4+OOP4eDgoD1OTk7Gv//+K2NEysM3xVNicoFfZfvw4UOZIyGEWFvz5s217zN5y5Ytkyka2yJu5Ozh4UGNnAmRwaBBg6ixcxaJn+9bt26NMmXKyBQNIdYheXKBr3ubN29euLm5SX16m6VWq/Hff/8Jxpo2bSpPMBngJ1pcXFwEExvEAq5fByIihGMmkguFCrEqSmk9LNG2LXDyJJA/v+Hb8xOgXl5eub4kkpg5CQY/P+DiRYD/fOjqCmzfLpw4VrrSpYGNG4VjgwcDhjayUGIhY3ySLiYmxujqne7dWfmywoWBpk1ZviDDh5+oBA5EyWgiPT55/uHDB0WWq/Dw8ECjRo0EY9R3QYhPLiix58KgQYOg0WiwYsUKuUMhhFgZx3EYNmyYYOyvv/5S5HOVkqhUKmrkTIhC+Pn56ZXopPc0Gbt8+TKuiPppDh8+XKZoCLEei+1cKMDPfhIAwI0bN/SaRjZp0kSmaEyjfgtWdOyY8LhsWTajbULZssD+/azMzd69gKlfE59c4FdbEyFzEgzVqgFXrwIDBgCLFgGVKskRafZ8/jkwYQLg4QHs2QMsWKCfIKHEgnl0E3XGdi8AQI0aLMGwbx9rjp0h8U62q1cz2aiBZBb/GpeSkoIkhXbdbtOmjeCYkgtCxdO28oWEhECtsD4lnTp1Qu/evXHq1CkMGDBAseW3CCGW0a9fP7jqvNlKSUnRa/BJhPbs2aPXyJlKiRAiH/Hj7+LFi7h8+bJM0dgG8a6FEiVKUCNnkitIviydTy4ULFhQ6lPbNHFJpPLlyyu2Bj7/AZiSC1Yg2s2Cjz82627167MvUz58+KBNFFFywbiAgAAAQFBQEF69egUACAwMFGwDdXcHRAupbM706cDQoYZzV5RYMB/HcfD29sbz58/x7t07lC5d2uht/f0zceL69QEnJ9bMGWAl086cYduTiEXoroSMi4tT5O6u1q1bY/z48drj58+f4/Xr1/Dx8ZExKuXge3up1WqEh4crqvzfxo0b0aJFC9y6dQu///479u7di3bt2qFq1arIly8f7O3tTd6/b9++VoqUEGIJXl5e6NWrlyChsHLlSkyYMIGaehqxePFiwXH9+vWpkTMhMvrss89QvHhx7WdkAFiyZAk2irfFEwBAREQEtm/fLhgbOnRohu/5CMkJLJZcUNIHPCUQJxeUWhIJoJ0LVpOaCpw7JxyTcDcLv6ra1dWVJoozYE6CISM7d7JSQ40bWyTEDKnVQHg4YOyp196eEgtSKVKkCJ4/f47w8HCoVKosTxLcuMH6qABgW0nq1RMmHE+coOSCBdnZ2cHd3R1xcXH48OGDIndcVq5cGR4eHoKdj5cuXULHjh1ljEo5dHt7vX37VlHvPfv37y94DYmMjMSmTZvMui/HcZRcICQHGDZsmCC58ObNG+zfvx+dOnWSMSplun79Os6cOSMY+/bbb2WKhhACAA4ODhg+fDgmTpyoHdu+fTvmzp2rqPdcSrFhwwYkJiZqjw01xpZMairb6X77NmvCqdGw2tkVKwJ167JGgIRYkcV6LtBK6XS21G9Bo9FokwtU39LCUlKA+fOBgQPTi/o3bAgAUKnY8L17WT+9bkmkzEyS51bmNnk25PBhoFcv1rhX3DzZGlJSgP792dz0y5fm348SC1lTqFAh2NvbQ6PRIDQ0NNP312iA2bNZ6aSlS3V+IH5dOHs2W3GSjOn2XVAiOzs71K5dWzB26dIlmaJRnvz582vLjiixlrlGo9F+iY8z+iKE2L7AwEDUq1dPMLZU8MJPeEuWLBEcFytWDJ07d5YpGkIIb/DgwXB2dtYeq1QqrFq1SsaIlCk1NVWvJ0WXLl2kT8J8+ABMnsxWNdapwyaNJkwAJk5kZQoaNwYKFgS++w4IC5P22qacPAlwXPa/suLrr4XnqFpV0v81Yh6L9VxQaskfOdy8edNm+i0kJiZq6xbTzgULc3ICvvwSWLMGePCALTtPqx/9v/8B69ax14udOzN/6uTkZLx//x4AJfoyIysJhnPngM6d2QR/YiLQqRNw9Kg1omVSUoA+fYDNm4Fnz1jpflG5WoMosZB19vb2KFSoEADTfRcMUamAIUPYe0AAGDWK7WAAoE0ual27ll4miVgE/zqn1OQCANSpU0dwfPHiRZkiUab8+fMDSH//qRRPnz7N8teTJ0/kDp8QIhFxI89///0Xt27dkikaZQoLC8PWrVsFY8OGDaPyUYQoQMGCBdGrVy/B2PLly5FMn1EEDhw4gODgYMGY5I2cr1xhOxOmTWO7FYyJiWHNIgMCgCNHpI1Bia5fFx7XqCFPHLmcxZILVA84nXiLpy30W+A4Dm5mdSElkkkryfHHH2xDAwDExQFffMFWOWdGSEgINBoNHBwcqP9JJmU2wbBqFZCQkH6cnAyYWflCEqNHA7qlHR8/Btq0YWWSjKHEQvbxSbuQkBCkpqaafb8TJ1g+kadSAT17pv0NiVaoIykJoAkIi+KTC0putlu3bl3B8ZUrVxTXvFhO/Guc0pILfn5+2foihOQMXbt2ReHChQVjCxYskCkaZVq9ejWSkpK0x05OTtTImRAF+eabbwTHb9++xe7du2WKRpnm8xM4aapVq4aG4oVj2XHxIltFaKhMgbMzK7Er9v490K4dsG+fdHEoTWqq/udlSi7IQtKeC2q1GiEhIQAAX19fKU9t027evCk4rp9RJ14Z8RMsbm5usLOTPPdEMpCaCkyaJBxzcgJatMjcecLStsAVKlSIfo9ZkJkeDGvWsDI3fF+rnj2BDRusFSlb+X74MMAvlHB2Bn75hfVYMIQSC9Lgt7iqVCpERUVpV09npFUrYNw49jviNW+e9k2+fEC5csDDh+k/vHgRqFVLoqiJGF8WKS4uDhqNRpEl5MQ7F2JjY/HgwQNUqlRJpoiUhX8sKi25QAghAODi4oLhw4djypQp2rEtW7Zg5syZil1sZk0qlQrLli0TjHXv3l0vIUMIkU/16tXRuHFjnD59Wju2ePFi9OjRQ8aolOPq1as4deqUYGz06NHSfa4ICwM6dmQlkXgODsCIEcCwYYC/PysH9OIFsHYtW6nKL5xKSWH1m69eZZ8zraVsWbYK0tIePkz/f+VRckEWkiYXQkNDtSs4S5QoIeWpbdrt27cFx1UVXAOMb0Dj4uIicyS5k50dcPo08P336avflyzRX9CckaioKABQZINSW2FugsHBgZWwUqsBFxdg5UrjE/uWUKoUcOYM263w4AFbmPDxx4ZvS4kF6bi4uGibAUdHR5udXACA6dOBY8eAV6+A9etFPZvr1hUmFy5dYnUkiUXwr3WpqalISUlRZAmGokWLwtfXFy91VipdvHiRkgtp+OSCEnsuEEIIwEpjzJo1S7s6X6VSYenSpfj5559ljkx+u3fvxmtRPU9q5EyI8nz77beC5MKFCxdw8eJFvR22uZF410LRokXRvXt36S4wZQqgu4jG2ZmVu/jsM+Ht/PxYyaRPP2WTA5GRbPzDBzbRf+CAdDFlpFgx4KuvLH8dcUkkAKhe3fLXJXokXdKsu2qMtnQzarUad+/eFYxVqVJFpmgyxr/p1W3aQ6yrUCG2Cv7vv9lrwODBmbt/SkoKYmNjAQCenp4WiDD3MLdEkr09262wapV1Ews8b2/WQ+nffymxYE1eXl4A0pN55nJyAnbtAm7fFiUWANZoRZdo5xuRlu5rHZ9cVyLxBzdq6pyOX/mr5J0LwcHB+Omnn9CyZUtUqVIF/v7+enV579y5g0OHDumtfCOE2L5ChQqhb9++grHly5cjPj5epoiUQaPR4BfdrZwAGjRogJo1a8oUESHEmA4dOqB4Wn9Invjxmxu9fPkSO0VNMr/55hs4OTlJc4Fnz4Q1dQFg6lT9xIKuunWBpUuFYwcPAufPSxOTkoiTC6VLAzQHJgtJkwuRaZkxJycnmrRK8+TJE703jkpOLtDOBSuJimJb1Exo2RL49Ve2wy0zdJuHU3Ih+8xNMDg4sJ0ncvHwAOrVM/wzSixYBv/4ymxyAWDvewzu+BfvbLt3jzVmIBbh5OSk3Y2k5OQCNXU2ju+5wL8HVZLU1FSMHTsWFSpUwIwZM3D8+HHcvXsXT58+1WuE+PLlS3z22Wdo2bKl3ipeQojt++677wTH79+/x0a+pmYudezYMVwXTQyJ/50IIcrg4OCgt6vor7/+QlBQkEwRKcNvv/2GFJ15HTc3NwwdOlS6CyxYwJo68kqVYmUuMtKjB9CokXBszhzp4lIKauasGJJOhfGrpV0NNRPJpcQlkQoVKqTdwq9ElFywkgkT2Gxw/fqs5MnJk5Kdmp/ozJMnjyJLfNiizDZ5NuTGDQsEZgZKLFgOv3MhNjZWuga74uSzSiUsk0QkxXGc9vXOlpILd+/epabOafjnsw+6dWgVYujQoZg/fz7UajWKFSuGLl26GL1tmzZtULp0aajVavzxxx9WjJIQYg0VK1ZEmzZtBGMLFizQlhTOjeaIJrr8/f3RqVMnmaIhhGRkyJAhgs+RGo0G8+bNkzEiecXGxmLlypWCsf79+2eqXG6G9uwRHg8cyFY1mmPIEOHx338DOW3HHCUXFEPS5AL/wY6SC+lsqd8CkF4WiZILFnb/PpCQAFy4ACxbJukWNT65wE98EmlkNcGQksIa+Naokd5HIytUKlY+8Z9/zL8PJRYsi3+MaTQawY6hbMmXDxBtOYbodYRIyxaSCxUrVhQcq1QqQQ+G3Ix/TuMXuCjFyZMnsXbtWgDAxIkT8ezZM71t82Jdu3aFRqPBiRMnrBEiIcTKRouaWz58+BB79+6VKRp5Xb16FcePHxeMjRkzBvZy1BclhJjF09MTw4YNE4xt3LhR0aUpLWnNmjWIjo7WHnMcJ+3uq+vXWZNmXV98Yf79O3cWJiISEliCIad4+RKIiBCOUXJBNhbZueDm5iblaW3arVu3BMdKLomk0Wi0kyvUc8HC7t/XfhuOAkCFCpKdmk8uUEkk6WU2wfD2LdCiBTB3LjseOhS4cydr1/7pJ+DQIaB1a7Y7MqO8BiUWLM/R0RHu7u4AslYayZCnT4EvnPfgYdvvgBkzgP37jTfSIJLgX+/45LoSFSxYUO/xK67Zn1vp7lzI7I4yS1qxYgUAoG3btvj555/NmjDjd6iIe3URQnKGFi1a6C00+/nnnxX13GUt4l0L3t7e6Nevn0zREELMNXLkSEE/geTkZCxcuFC+gGSSmJiIufyH/DTt2rVD2bJlpbvIv/8KjwsXBvz9zb+/m5t+c2NRUtemGWrmTMkF2Vhk5wI/2UL0dy4oObmgUqm0W3Np54IFvX8PhIYCAKLgibJ4hA6/tZCkbI5uM2fauWAZmUkwnDwJ/Pdf+nFCAtCrF5DZOcxjx9JLJKamskbfkyYZvz0lFqyHT+LprlrJipgYYPx4ICAA2Pm4JhaVXABMnMiadaXVlCeWYQs7FziOg7/owwQlFxj+MajRaBTVHPX8+fPgOA4DBw40+z58o8R3795ZKixCiIw4jsP48eMFY9euXcORI0dkikgewcHB2L17t2Bs5MiR9PmTEBtQtGhRvUTgihUrsv1ZyNasW7dOb8fG//73P2kvcu+e8Lhu3cyfQ9yUUWeRq827dk147O0NFC0qTyyEdi5YUkJCgt6HfyUnF3QnVujNnQU9eKD99jeMQBTyYe/xvKhRA+jSJcM+zyZRM2frMDfB0KMH263As7cHOnXKfOPnGTOEOxUcHdl5DKHEgnXxSbzs7lyYOxf45Zf0fl0bNrA8JLE8W0guAKDkghG6r3VKKo0UmraIoFSpUmbfxyFt67qKmrgTkmN98cUXeitbp0+fnqt2L8ybN0/QayJv3rx6pVYIIco1duxYcBynPY6JicHy5ctljMi6kpOTMXv2bMFYixYtUL9+fWkvpDNvBAAoXTrz5xDfR3xOS1KpgCtXgL/+AtatA3buZDsnnj6V5vzinQuBgdKcl2SJRZILtHOBefnypd4bxQoSlr+RGj+xYmdnR42ALenJEwBAKjisxmDBj+zszO/PYwg/wenu7k6/QwszN8GwcCFQtSqrfHXhAjB5MksOZMahQ8D//seSEwAwezZQs6b+7SixYH38xGZMTEy2GuwOGZL++wVYr63Vq7MbHTEHJRdsm+4uPSU1deb7j2VmN8WLtLq6+fLls0hMhBD52dvbY8KECYKx8+fP55peK8+fP8e6desEY1999RXtuCbEhpQtWxadO3cWjP3666+KWuRhSZs2bdLrfTbJVFmBrHr4UHhcokTmz+HrKzx+/RqIi8t6TOa6fBnw9ARq12arIgcOZP0iPv6YJTyKF2dj2ektSM2cFYXKIlnQ69evBceenp7IkyePTNFkTLeZs24mmkjs+XMAwA1UxysIG7eKdkpnGr8dkd6gW4c5CQYXF2DfPuDqVaBWraxdx9UVmDWLvUZ/9x37EqPEgjykaurs6wt07cq+d3IC+vcH2rbNfnwkY5RcsG26E/FK+lDL71i4bqgerBEHDhwAoN/AmxCSs/Tu3Rt+fn6CsenTp8sUjXXNmDFDsDvLyclJ2gaohBCrEJcACg8Px2+//SZTNNaTkpKCmTNnCsYaNWqEJk2aSH+xyEjhcZEimT+HoTJB4vNaQnw8qwltzOvXbDdD1arsQ3BmY4qIYA2ddVFyQVYW2bmg5Al0axInF3x8fGSKxDx8ckG3QQ+xgGfPAACBuI7n8MOM2nvg7w9Uq5b9nVz8Y5Amla3HnASDnx9LEGRXjRqsmbO4rBIlFuTj5OSkXaGc3VXTY8awxt3PnwPr1wMKrqKXo/ANndVqdbZ2n1iauIzG48ePBWUlcis3NzfYpT0pKmnnQqtWraDRaLBq1Sqzfk9Xr17Fpk2bwHEcWrdubYUICSFycXR01JuYO3nyJM6cOSNTRNbx5MkTrF+/XjD21VdfoVixYjJFRAjJqpo1a6Jdu3aCsblz5+b43gvbt2/Hk7RKFLxJkyZJvzg3IQEQfy7JSvl5Q5MQCnq/DAD44w/WeDozuxiombPiUHLBgmwtucBPqlA5HQtL27kAAMXxGhM73sfDh8CRI0B2X5P4lbeuUsxkE7Nlpsmz1CixID+pVr7XrAlMnWpgUUpCAlv9QSzCQacWXUp2mt5YmHjnQmJiot77jNzIzs5O+5qnpJ0LI0aMgKurK27fvo3Bgweb7KOwe/dutG7dGsnJyfDw8MCQIUOsGCkhRA5ffvml3qT65MmTc3TvhenTpwteZ11cXKRvgEoIsZqpU6cKjiMjI7Fo0SKZorE8lUqlt8usdu3aaNWqlfQXM1S6KCt9UQ3NC1myLFK+fKzx5Nq1rOxCWBhrKhgby8qD79gB9OypXwv8xQugTRu2o8Ec4uSCh0fWelIQyVikLFLevHmlPK3NsrXkAv9mz1638DeRXlpNZS0/P3Bc1na56dJoNILSVsS65EgwUGJBGSxSVuf779nWhfz52SoVUX1iIh3d1zwlJxe8vb31yk6KV07lVlLtHpKSj48PFi9eDI1Ggw0bNqB06dIYPny49udr167FsGHDULZsWXTr1g0RERHgOA6rVq0SNKkmhORMzs7OGDdunGDs33//xT///CNTRJb18OFDbNy4UTD29ddfo6ihkh2EEJtQo0YNdOrUSTA2f/58RFqj7I4M1q1bh4eiPggW2bUAGC4plJUKI2k7tDM8d3YVKwZs3gy8fQts3QoMGMBqQhcsyBpO5skDlCoFdOsGbNnCGkvXri08x+vXQK9e5l1PnFyoXj37K3VJtlhk5wIlFxhbTS44ZKejMMnYu3fCY4m2AqtUKm3pBUouyCOzCYYbN4B27YDgYOEL4aNHQEZ5CUosKAf/eOOTe5J48QK4cye9/iStULcY3dc8JZdF4jhObxImIiJCpmiUxS1tm7iSdi4AwMCBA7FmzRq4urri9evXWLlypfYD6MKFC7Fq1So8fvwYGo0Gzs7OWLduHbryzVcIITnekCFD9D4f/u9//8uRJe+mTp0q+P9yd3fXS64QQmzPlClTBJPr0dHR+PXXX2WMyDLi4uL0dmrUqlVLrzSUZAzN5yQnZ/48hj6fWmKuqFw5lhgwlMwwpEwZ4PRpoGFD4fipU8ChQxnfn5o5Kw7tXLAgSi4QPUlJgLgOobe3JKfWXTVNyQX5mJNgePoU6N2bvQYeOADMmpX+mAsNZYn3Bg2Ao0cNJxkosaAsfM1+SXcuiF8vKLlgMbZSFgkA8ufPLzh+//69TJEoi1KTCwAwYMAAPHjwAKNHj0aZMmWg0WgEXz4+Phg2bBju37+Pfv36yR0uIcSKXF1d9Sarrl+/jh07dsgUkWXcvn0b27ZtE4x98803KFy4sEwREUKkUqVKFXTr1k0wtmjRIoSEhMgUkWUsWrQIb9++FYzNmTPHMrsWALbSXywrnzUN7VJQShl7Z2dg1y5AtDMbS5eavl98PCDaQULJBflZZOcCTXIxlFwgekJD9cckemPNT2za2dnR71BmGSUYVqxguwF5O3faIzSUlfX47TcHxMcDFy4ArVsDTZoAuvOdlFhQHouURRLXSQsPl+7cRIDjOG1pJEou2Ca+XJSSyiLpKl68OObNm4eHDx8iKioKDx8+xP379xEaGoqXL19i6dKlKFmypNxhEkJk0K9fP1SoUEEwNmnSJCRnZYWqAmk0GowePVrwPjhv3rwYM2aMjFERQqQ0efJk2NmlTy1++PABP/74o4wRSSsiIgJz5swRjH3yySdo3ry55S7q6gqIy5VnpQefkpMLAFC0KCDuNXbypOEdF7ybNwHxDj9KLsiOkgsWolar9TKblFwgCA3FRdTBRdRBCuxZI5t8+SQ5NT+x6eLiYrkMOjGbqQTD2LGsjD5Preawb18ZJCbaY+1a4eOvTJn0fkeUWFAmqZMLKhVw+n0l/IrR6IYdKIcgJIUrb0V2TsK/7lFywTYpeeeCmIeHB/z9/VG+fHkULFhQ7nAIITJzcHDAzJkzBWNPnjzBqlWrZIpIWgcPHsSxY8cEY6NHj0aBAgVkiogQIrUKFSqgT58+grG1a9fi1q1bMkUkrZkzZyImJkYwNmvWLMtf2MtLeCwur20O0ZykwfPKTVxaKj6elQc2RlwSydkZqFhR+rhIpkiWXEhNTUVcWtdxakQHREVF6dVuVnrDKkouWEF4OBZgFOrhIgoiHJ3s9+Lkf9I8DHWTC0QZjCUYChYEBg9mt8mXD/jmmxS0afMMr17lhfjh97//sf9SYkG5+MecWq2GSqXK9vni4oCP5rbDGPyKXeiGRyiHW++odIAl2WpyIac2zMusPGkrsJS0c2HAgAEYOHCg3kITU8LCwrT3I4TkHu3bt0f9+vUFY9OmTUO0uJSqjVGpVPj+++8FYz4+Phg7dqxMERFCLGXGjBnaxR4Amx8U71qyRU+fPsVSUZmenj17ooY1VsqXKyc8fvEi8+d4+VJ4XKyYsnYuAIYTA4YqfvCuXRMeV64MvUkUYnWSJRcSdLbb5FHaH6sM4g1sWXIX1xJTGEouWIG/Px4UbQYAiIYX/kpqiwcPpDk130zW2dwmOsQqjCUYRo8GNm5kpfTnzFHBx+cD/P2jEBSUiHXrgKpVgbZtgfLlKbGgdLoJPSmaOnt5AQEl4gRjFyP8s31eYpytJhdo5wLDf5hVUnJhw4YN2LBhQ6YSQDExMdr7EUJyD47j9EpuhIWF4aeffpIpImksW7YMD0V1sWfNmqX4z8SEkMzz8fHB+PHjBWPHjx/H/v37ZYpIGiNHjhR8vnN0dMT06dOtc/GAAOHxkyeZP8fTp6bPqQSizzcAAFPvn8U7FwIDzbvOoEEAx7Gvu3dZD4ulS9mkS/HirNF1vnysLvXWreadMyYG2LYNGDoUqFsXKFQIcHJifST8/YG+fYFz5zI+T5cu6bG9egUA+BjAFgBFGjRg5+Q41rBToSRLLuiu0nd0dJTqtDYrwUBtM1dXVxkiMR8lFyxPXbIMgiKFDZxFZVazjHYuKJehBIOvrwZ9+rByirpcXIAvvwRu3GCvaZRYUD4nJydtKTKpSiPVqSpMUlyLDzDc3ZtIgpILto3vmZEqrr9KCCE2onHjxvj8888FY7/99htu3rwpU0TZExERodesulatWujVq5dMERFCLG3MmDEoXry43pit9pDZv3+/XnJk+PDhKF26tHUCEK/ov3Qp8+e4cEF4LNXkk5SiovTHjFXDUalYYkCXubtI+DJdLi6sF0WFCsCIEcDhw2zFZ1ISi+W//4BevVgywpTr11n/1J49gVWr2O8nPJzFGB8PPH4MbNoENGoETJpk+lz8a72XF+DmhgKDB+MfAD0BOLx8yc4JsBWoCiXZLLLuBzp7ceORXEicXLCzs1N80oWSC5b37h1gJ0rpSZU8puSCsgWk/aKDgoLwKi0bHRgYaLQ/BscBdnaUWLAFHMfB2dkZiYmJkiUXPm6iQvSBPfDBa/jgNWrjMpDUg70ZIpKj5IJt45sI2npygX/+oB2IhOROCxcuxN9//619LkhNTcXw4cNx+vRpQbNUWzBp0iS9nVsLFy60uf8PQoj53NzcMHv2bPTu3Vs79ujRIyxcuBDjxo2TMbLMS0hIwMiRIwVj3t7emDJlivWCEDeMDgkBgoPZinhzxMezFYu6WrSQJDRJPXqkP1bYSEnge/f0mz2bk1xITU3v4+DhwXYrhIWxElEdO7ISVJGRwF9/pe/2WLsWaNoU0Pl7Frh0icXi7AzUqwdUqcLi1mhYsuLIEVbKSqMBZsxgOyw6ddI/z4cPLBEBACVLAq1bw/XyZUQA2A+g45gx8LSzY9crUSLj/1eZSNpzQXtSetOgl1xwdXVVfJNd/ndIvz/L8fEBYmOB58/Zc82SJcafNzOLr/Xu5OQkzQmJ5Ew1eRajHQu2hZ8MlKLnAgD06ZGCPeiIpRiBiZiFljjGVlgQi+AXRYh7JSmNOLkQEREhUyTKklOSC2fPngXAPrwSQnKfUqVKYcKECYKxc+fOYePGjTJFlDWnT5/GihUrBGPdunVDw4YNZYqIEGItPXr0QJ06dQRjkydPRnBwsEwRZc3s2bPxVFRSaO7cufCyZjPkwEDA11c4tmOH+ff/88/0Fe8AW6TWqpU0sUnp0CHhsaOj8RW44pJIdnbmreZ/+DD9s3RoKEssdOvGelJs3Mh2Fvz6K3D/PvDZZ+n3mzvX+Dnd3ICdO4H374GTJ9nk3o8/Aj/9BKxcyZIUv/ySfntR7w6tW7fSKxTcuAFcvoy4rl1RGsCXAGJHjgTmzAFOnMj4/1NGFtm5QJPThpMLSsdPcio9CWLr7OxYwrFECeCTT6Q7LyWHbIOhHQwVRNsTKbFge/jnTckmNw29ZiQksDqQJNfSbZQHSFeGy9YpIbkwbdo0g+PLli1D4QxWESQlJeHx48fYt28fOI6jCThCcrFx48Zh48aNeMyvYkwba9++PfLZwHuAxMREDBKVknBzc9PrKUEIyZns7OywePFi1K9fXzu/lJiYiCFDhuD48eM2MdcUHBys95zVuHFjwY4Mq+nQgU1a89auBcaPN6+B8apVwuOWLVkvACWJigKWLROONWwI5M1r+Pbi5EL58mySPyPiEoO9erGSReK/R2dnYN06ltRJSmIT/2FhrJeCWJ8+pq9pZweMHcuuc/u2fiNqY7ENHYrISZMQs2uX6fMrDJVFshBKLhBro9+f7RAnGHRXS79+HYdHj64gOZkSC7aEf9wZ24mSacaSC8QiJP/9WQg9vxumhOTClClT9H4/Go0Gy5cvN/scGo0GLi4uGDt2rNThEUJshIuLC5YsWYK2bdtqx8LCwvDdd9/h999/lzEy80yfPl2vifPPP/+MkiVLyhMQIcTq6tatixEjRmCJzqT4iRMnsHbtWr3ko9KkpqZi0KBBgibO9vb2WLp0qTzvw0eNAlasSN+B8PQpW2Evap6tZ/t24PRp4Zg5palOngSaNROOrV8P9O9v/D4ajf4kvTnUajZBL27ebOpa4uSCuf0WdCfwfX1Z4sVYzIUKsT4Jx4+z44cPDScXzOXtzZILcXGGf65buqp8eZZMCgnJ+vVkYpHkAtXsB+7w9bzSvHz5UqZIMo8mL2wTJRdsC59guH8/CLNm5cP16+WRnGyPkBB3rFrFoVgxSizYEn5yU7LJaUO9FWiVusXYSnKBGKaE5AIg/PvJzN+Ui4sLihYtigYNGmDMmDGoVq2axWIkhChfmzZt0LFjR/z111/asY0bN6J9+/boZKhes0LcvHkTv+iWgABQp04dfPvttzJFRAiRy8yZM7F37168ePFCOzZmzBi0bdsWxYoVkzEy0xYsWIBTp04JxkaOHIkqVarIE1CpUsDAgSzBwJsyBahcGfj0U8P3uXQJ+Ppr4VibNmzC3BJGjmS7B777DihSxLz7hIcD/frpl0SqUsX4jgCNRn+Vf1aSC5MmZbzbQTch/uGD6dsmJbF+Dg8fsp0Y8fHpZY6A9ISIqLytwdimTGFloWyQRZILKpVKb+V+brNt2za9MSX/m+h++E1KSlJ0rLbMYc4c2P/xB9vG5uAAdceOSBk9WpJz849BevzZDj8/PyQnq7BnT1nB+J9/BmD9elc4OjrS79JG8LXvw8PDUbx4cUnOKd67kJiYCA39PVhEeHi49r9KfswliRuYQdnvLazlZtqb8iNHjsgWgzixYWdnB47jcOfOHVSsWFGmqAghtmrRokU4fvw4YmJitGNDhgxBgwYNUMTcyRsrSk5OxsCBA5GSkqIdc3BwwJo1a6iqASG5UJ48ebBixQrBLqzo6GgMGzYMe/bsUeSCyDt37mDixImCMT8/P0yePFmmiNJMnQrs2QO8e8eOExNZuaQRI4Dhw1mDZ45jzYPXrmU7G3RXybu7A/PnWy6+mBi22n7ePKBJE+Dzz4GaNVkCRLdHRUICcOUKsHcvsHo1u58uT09g82ZWTsiQx4/175PZ5IKbG9CjR8a3131fbywpcOMG66mwZ495FQbKlTN8HX5huqcnay5toyySXLh06ZJe85PcJkb8Rw/g77//liGSzLt06ZLcIeRY+c+9AIIKIC7FFbHICwfuHewqS/t3cevWLdy6dUvScxJLE66ESEzkcP78eZliIdkRGhoq2XN9e9HxuXPnEJvWp4NYxocPHxT9Wn379m3BcXJysqLjtZbraSuC4uPjZY4kXYkSJcBxHJycnOQOhRBig3x9ffHbb7+hb9++2rGIiAgMHDgQBw4cUNzE3P/+9z9cvXpVb0y21b6EENm1adMGvXr1wpYtW7Rj+/btw2+//YZvvvlGxsj0JSUloXfv3khOTtaOcRyHjRs3yl9JoHBh1py5Zcv0pEFKCrBwIftydmYT8oYmuO3tWc1/Yw2SpaRWA//+y754Dg6AhweQnGx6B4CXF5ukN9WcWVwSCTAvufD+PfD6Nfu+QQPj/Rx0vXmT/r23t/7PJ08GZsxg/8/mqlxZf+zRo/TfaaNG7HdpoyTr/Kq0NziEKNH6R+3wUcoptMERdMMubH3bTu6QiAJ06PBI+z3HadCtW5CM0RAlUKk49Cz7t+ArzN50U1hCcitHBW4ffvbsGZ4+fQp/f3+5QyGE2KjevXujc+fOgrFDhw5hlbhJp8z27t2LBQsWCMYCAgIwadIkmSIihCjFwoULUUhUr/7777/HlStXZIrIsMmTJ2t3wvK+//57fPTRRzJFJFK/Ppu0N7RDPinJcGIhXz62S0DO1fApKWxy31RioXlz1ji5SRPT5xInF0qUML6rQJfu77VOnYxvr9EAly+z7/PlA3x8hD+fMgWYNo0lFlxcgC+/BP74A3jwAIiOZv/PGg37Wrgw/X6GEiG6sdWtm3FsCibZzgU7na0rtWvXRjlDWz5ykSpVquDJkyeCsVatWskUTcY0Gg3++ecfAKw2ppfu9iUimSsFTwDP0o81DvnQqlVjSc596tQpJCUloWrVqorcLk30xcXF4fLly+jRIwgaDYfXr/OgVavnKFIkHkWLFkXlypUpcWsjLl++jMjISPj7+6N06dLZPl9cHND1kbAw0k/NE+HnRz0BLOH27dt4+/YtfH19UaFCBbnDMcpF1IvDyclJ0e8trKVnz574/fff0VFBW4mbN28OjuOwbt06+Pn5mXWfN2/eoHfv3uA4Dsf5JnKEkFyL4zisWLECZ86cQYhOc8eRI0eiRo0aqGPOJImFPXv2DP1FzTednZ2xbds2ONvwCkxCiDQKFiyIDRs24FOd/gAqlQrdunXDtWvXFDHv9Ndff2HOnDmCscqVK2P69OkyRWREnTrAvXusFM/KlUBYmOHbeXiwfgaTJrFdD5Y2ahTg5wecOgVcuwbExmZ8n/z5gdatWVmnhg3Nu44UzZyLFs349hcusIQIwHaL6Jb2Cw5mOxYAtqPhxAnA1GdH3V0c1aubjs3Qz22IRZIL9vb2cHUVV4vOXQYMGIC9e/dqj0uVKmUz/yZOTk42E6ut8XQTbpuKVblK9m/N1zN1dHSk358NiI2NxZUrV5CQoEKePA7o3/8u3rzJg/Dw8li3rgAGDLgLe3t7BAYGUoLBBvC/I2dnZ0kef5GR+mP58rmAHtqWwb+HcXBwUPTzp6GJGiXHa212xmq0yuDkyZPgOA5xujVvM5CQkKC9HyGEAGxibu3atfjss8+0Y0lJSejQoQOuXLkia2PU5ORkdO/eHVFRUYLxRYsWobqNT5IQQqTTtm1bjBs3TtDw/enTpxg0aBB27dol6/ue27dvo4+ogbCjoyM2b96st6hHEfLmBaZPZ6vnr15lK/7Dwtgq+fz5gYoVgXr1gKyW5WzaVNiM2BzVqrEvgN33yRPWH+H1azZJn5DAmhTny8dirFKF9R/I7O/98OHM3Z6nO4FvzjVXr07/vlMn4c+2bWM7EwD2ezCVWAgLA44eZd/b27P/b7EbN9K/t/HXTYskF9SZqTuVQ4k/7NtCw0WO4wSNnYn0PF2TkRcxyItYeCAGvq7hkp2bf1EWN5UkyhMbG4uzZ88iKSkJmzdXxZEjJZGQIHyha9fuCQBWX58SDMrHP3dK9Xviy0LyHBwA0Y5iYgH0OLNN/OuekpILhBAilU8//RTffvstFi9erB17+/YtOnbsiFOnTskyAZaamoqBAwfi4sWLgvEvvvgCQ4YMsXo8hBBl+/nnn3HmzBmcO3dOO7Z7925MnjwZ06ZNkyWm8PBwtG/fXm8hyC+//IJq/GS5Utnbs50MCtjBJsBxQJky7EspdJMLz56Zvu39+6xHBQCULw907Sr8+b176d/XqmX6XNOns5JV/LkMvVbzsRUoAPj6mj6fwkn2KUz3Ax1NbtpmcoFHCQbLGVz7BmLgidcojvuoiDU1lkp2bn5SjH5/yqabWHB0dMK9eyX0EgsA8OIFa2b06tUrXLt2jX6vCse/7kk1Oe3jw0o0jh0L9OwJdOjA+nQRy7CVx1cKv1ImDU2mMzklucB/uLXGROGLFy8wZswYVKhQAe7u7sifPz/q1KmDefPmSdoYe/v27fjkk09QtGhRuLi4oGTJkujTpw8uXLiQqfPExcVh6dKlaNGiBXx8fODs7Axvb28EBgbim2++ocbmJMebN28emjdvLhi7dOkShg4dKstr2IQJE7B582bBmL+/P1atWkWJekKIHkdHR2zfvh35RTXyp0+fjuXLl1s9Hr4009OnTwXj/fr1w8iRI60eD7GQlBRhQmD/fuNNmBMSgP79hTsTxJ8tdOd1dZs+i/35J7BUZ67PUAmniIj0FYU2vmsBsNDOBUou2GZywc7ODmq1mn5/liTuTG+qsU0m8WWRxJNPRDl0Ewus/FhjBAXZG7zt6dNF0LNneQQFBeHVK9rBoHT8jj17e8O/z8wqVgyg97XWYyuT05Gieln58uWTKRJl4R9/Sv/9ZeRw2nbv4oaa9Uno4MGD6NWrF6Kjo7Vj8fHxuHz5Mi5fvow1a9bg0KFD2eofk5iYiK5du+LAgQOC8efPn+P58+fYunUrpkyZgh9//DHDc504cQJffvklnj9/LhgPDQ1FaGgorl+/jtOnT1P/EZKjOTo6YufOnahdu7ZgMmzjxo3w8vLCwoULrfYeceHChYLyJgDg5uaGXbt2wcPDwyoxEEJsj6+vLzZt2oR27doJ5py+/vpreHt7o5O4BI2FqFQqdO/eHSdOnBCM161bFytWrKDP2znJgwfpuwc4DggKAmbPBn74QXi716+B3r2BS5fY8aBB+rsWALYDgTdzJmtGrTv3m5ICLF4MjB8P6M6rGkoe5KCSSACVRbIYcXIhOTkZarVasoknS3BwcIBarabJaUsSv+GOiZHs1Hwt7iT+yZMoijix0LBhQ2zalAd2dsLXHS8vDXr14tC/PxAQEAAAlGCwAYmJiQAM18Qnyse/7jk4SPa2yCLe883F0ohXf+VWSkgODRgwwOD4pEmTMmxWmJSUhMePH+Py5cvgOA5NmjSxQITMzZs30a1bN8THxyNPnjyYMGECmjVrhoSEBGzfvh2rV69GUFAQPv30U1y+fBl58uTJ0nUGDhyoTSw0a9YMI0eORLFixXD79m3MnDkTjx8/xk8//YSiRYti0KBBRs9z7NgxtGvXDomJicibNy+GDBmCFi1awNvbG2FhYXj27BkOHz4saHZLSE5VoEAB7N27F/Xr1xeU8eDLJVkjwbBp0yaMGjVKMGZvb48//viD+iwQQjLUtm1bLFu2DF999ZV2TKPRoGfPnjh48CBatGhh0evziYU///xTMF60aFH8+eefyuyzQLJOtyTSyJHAokWs0fXBg8DHH7OdCXfuAAcOpCchGjYEliwxfL5+/YB589gEzrlzLNnQsSNr7vzyJXDoEPDiBVC2LFC5MvDXX+x+ObyZM0DJBYsx1GAxMTER7u7uMkRjHlr5bgXinQuxsZKdmn8h5Cc5iXIYSix4eHjg669ZuZv161VYsiQZrq4puHHDCV5e6c8flGBQvpSUFO3zpmRvSM+dA1q1Yk2v8ucHihdnb3qIRfC/PyUvAAAouWAMXxJEzuTChg0b9J6XNRoN9u7da9b9+f+H/PnzY8KECZLHx/vuu+8QHx8PBwcH/P3336hfv772Z82bN0fZsmUxbtw4PHjwAPPnz8dPP/2U6WucOnUKW7duBQC0a9cOf/31l/axVbt2bXz++eeoWbMmXrx4gXHjxqFLly4GEzBhYWHo3r07EhMTUaFCBfz9998Gd3UMHToUycnJmY6TEFtUpUoVbNmyBZ06dRKs/LV0gkGj0WDu3LkYP3683s/WrFmDNm3aSH5NQkjONHToULx9+xZTp07VjiUlJaFNmzb4/fff0aNHD4tc11hiwc3NDXv27EGxYsUscl0iI90J/IEDAS8v1gz7/Hn2JdarF2vobOwzfcWKwK+/AqNHs+bVL1+ynQq6WrUC1q9ntY15uSC5INmnMN3VmrZQAsjSDCUXlP7vwq/YpOSQBVlw5wIlF5TJWGKB5+MDfP99ClauPIZ58/6DoYXvAQEBKJ+2BY96MCiP7mNOsuTC+/dAXBx7w3LzJnDrljTnJQbxr3u0c8E2KWHnUIkSJQRfAOvBUrRoUb2f6X75+fmhfPnyaNasGX744QfcunULpUqVskiMly9fxsmTJwGwnQW6iQXe999/jwoVKgBgk5QqlSrT1+HLpdjb22PZsmV6SbuCBQtizpw5AFipr7Vr1xo8z4QJExAREQFnZ2f89ddfJstFOTk5ZTpOQmxV+/btsWXLFr2E6uLFi9GzZ098kLDsKsBeI7/99luDiYWZM2eif//+kl6PEJLzTZ48GYMHDxaMqVQq9OzZE3PnzpX8s25oaChat25tMLFw8OBB1FFaY2QiDf4ztKMj22UweTJbsPfJJ2y3gbMz4OcH9O0L/PcfsHmzsMyRId99Bxw9ypIInp4sEVGqFPDFF6ynw9GjrMbx3bvs9j4+QMGC+ufhkwsuLkDaglJbJtmnaCcnJzg5OSE5OVlQwzW3MlRvMiIiAgUN/VEpBD+pQjsXLEi8Mk80UZQdlFxQnowSC7o4DnB0NN7vhHYwKJduKTLJJjfFzw00iWxRtloWiXouMHx5kLzi3YFW9OzZM8ExP+n3999/o2LFijJEpG/Pnj3a77/88kuDt7Gzs0Pfvn0xYcIEREZG4uTJk2jZsqXZ1/jw4QOOHz8OAGjZsqXRhECnTp3g4eGBmJgY/Pnnn/j+++8FP4+KitLufujRo4c2wU4IYbp37w4A6NWrl2AHw/bt23Hz5k3s3r1bmyjMjpCQEAwaNEivfwoAjB49Gv/73/+yfQ1CSO7DcRyWLVuGqKgo7Nq1S/CzcePG4eHDh5g/f74k7+3Onj2Lbt264Y2oAS+fWGjatGm2r0EUip/AL1+eJRgA4NNP2Vd2tGzJvkwJCzP9c92eCzmApPvH+bqslFxgT1TiLd6v+U7gCkXJBSsoXBgAkAQnnEQT/BA7Hg3qqSXp68wnF6jngjJkJrFgLtrBoEy6q6alSPYkJgKaCEouWJOtJhdo5wLDJxey2h/AEj766CN89NFHiiqHefr0aQCAu7s7atasafR2uj0fzpw5k6lrXLp0Sfs+xFTvCCcnJ9SrV097H/EOif3792t3/HbVaagXGxuLR48eITQ0NFNxEZITde/e3eAOhvv376N27dpYtWpVlj/XaTQabN68GRUrVjSYWPjll18wb948WuRCCMkyBwcHbNu2Dd98843ez9asWYPKlSvj6NGjWT5/QkICZs6ciaZNm1JiITcKDQXevWPfV64sbyy5gKTJBT6rGCthHXlb5uPjIzim5AKBtzeS4ARvhKAZTmImfsD5i/b477/sn5pfMZ2cnCxYwUSsT+rEgm7+gBIMysMnF6QqidS7N+Dz0wB0wF+Yhf/hFqpQcsGCNBoNJRdsXHx8PAB5dy6InTx5EidOnICfn5/coWjdv38fAODv72/ybz1AZ2s2f5/MXkN8HlPXSUlJwaNHjwQ/u3Dhgvb7+vXr48iRI9rX0nLlysHb2xvFihXD6NGjER4enqkYCclJunfvjr1798LT01MwHhcXh6FDh6Jq1ar466+/zH6vqNFocPr0abRt2xZ9+vTRe91xdHTE1q1bMXbsWEosEEKyzd7eHosWLcLcuXP1fvbixQu0bt0avXr1wo1MrPJOSUnB2rVrUa5cOfzwww9681s+Pj44fvw4JRZyOt2eBpRcsDhKLlgQJReIHk9PODsBVXBbMPzPP9k/te7EJpVGkk9GiYWgIMDcEtapqcCmTUCtWsL2HJRgUBYpkwvx8cDhw8DbDx7Yiw6YiFm4jNpA0aLZPjcxLDU1Vfv4oeSCbVLizgWlSUxM1E7Cm+pdALByW/yOi5cvX2bqOrq3z+g6vr6+Bu8HAPfu3QMAeHp6apvFnjt3TnCbt2/fYsGCBahRo4b29pnx6tUrk19v377N9DkJkcNnn32Gq1evorqBhpD3799Hp06dULVqVfz000+4dOmS3iIklUqFu3fvYtmyZahWrRo++ugjHDlyRO9cBQoUwNGjRy3WbJUQkjtxHIcxY8Zg27ZtcHNz0/v51q1bUaNGDTRs2BC///47Hj16ZPB57OTJkxgzZgzKly+PQYMGaUsJ6/r4449x/fp17e5JkoPpJheqVJEvjlxC0k/R/Ic6Si4wlFwgejgOKFwYH786hjNorB3etw+YP5/9OKvEyQVDL8zEsjJKLMTEAM2aAXnyAD//DHTtavx3fv486xV06RI7njEDSOt/CYB6MCiJlMmFI0dYgoFnjxS0x17AZ0y2z00M033NU3pyQbxCm5ILjBJ3LiiN7ntzc5Iw7u7uiIuLy3Rj2MxcR7dklPg6fCItISEB48ePh7OzM6ZOnYrevXujUKFCePToEX755Rds3LgRr169Qvv27XH9+vVMJZh0kxtKFP3vVQzrFY0SLqHwcwlFWbfXaJzvDpztzFyh8PvvhhPTDx8CI0ZkPbDFiw03HgwNZVvvsmraNMDQZE9SEtCuXdbPO3o00Lq14Z99/jmrRZgVAwey5o2G9O2bXoohs7p0AYYMMfyzb75hq1QMKAPgXP78+KZYMawVlf8AgDt37uDOnTuYPn063N3dkT9/fm0J36B795CsVpsMq5u3N5YEBKDwrFnArFnpP6hdm71JNeTXX1ljy6woWxZYutTwz9asAXbuzNp5CxUCtmwx/LNdu4DVq7N2Xicn1iTUkH/+AQysyjbb3r2GG4xeugRMmpT181rhOeLxY9Y/NW9eoE5ADBrv+hZlXN9k7TMvPUcwWXyOyNDHHwPjxhn+2Y8/AhcvZu28mXiO6A6gTo0aGHTvHk5ERurd/Ny5c9qFBm4ODihXuTJUKhWioqIQERGR4QLLSaVKYQoA+169jN+IniPS2fr7CN3kwi+/AL/9lrXzrlkDlCiR9bhyCUk/RdPOBSFKLhCDfHzQ7tV+TMFU+HPBGNAlFn0X1MhWYgFgTRj5puq0c8H6zCmFNHkywC+E/OIL9hr3zz+AoTnpWbPSEwsAsHAh0L8/oNubjxIMysDXF5ciuRAczHpN8btbmuIkCiICEL2eEOnovubZ29vLGIlp8fHxeCf6IFqsWDGZolEWvja/EncuJCcnY8uWLdizZw9u3ryJ8PBwbbzGcBwn+Xsx3fcFTk5OGd6eL7WYUazZuQ5/DUPX4XejJCcnAwA2bdok6L1QqVIl/P7773BxccGqVasQHByMFStWYMyYnJOIfXovAdveNReMbUFP9MQ2805g7HcXE5O9LbPGeuslJmbvvN9+a3g8NTV7501rfGzQv/8CaX9rmdaihfGfnTkDPH2atfNWrWr8Z5cuCd8cirgCWAOgG4D/Abhu5HZxcXGIi4sza2dSEQDLAXQICQFCQvRvYOp18+7drP/uRDv1BB49yvp5TSUVnz/P+nlNvQd8+zZ7f8PGEj8REdk7r0TPEangYAedHdQ6zxEREenztCvgAWADTqApmuJU5uOl5wgmG88RJhUpYvxn169n/d84k88RpQEcB7AawBgAxmYW41NSzC6V1AzAbAB1nj7N+N+dniPS2fr7CD654O4OnD1r9G4qOCAE3igOI/O1WX0OyGUs0tCZkguMrSYX1BmsXCHZtGABapxfjguHIvAwpQwm7Kwh2bwhNXWWhzmJhevXgSVLhPcrXBgQ9X3XmjcP0F1EnZwMHDyofzsqkSQ/3YbO2TVuHFu0sdF1KNpjD3piK/sBJRcsRvc1T8k7F548eaI3VqZMGRkiUR5+YlppOxcePnyI6tWrY9CgQdi/fz9evHiB+Ph4aDSaDL+kppv85CfsTeHfR7gaWgkn0XV036uIr6N7nnr16gkSC7pmzpypfe7dts3MSfc0L1++NPl1KasTNBJ5ESb8N3HHB7aTjZAMtAJwBcB2AP5ZPIc/gF8BPADQQZqwSA5zGo3QFgcxBVPMvo8DVKiNy5YLiuQIHIAhAB4BmAwgq8VhawA4CpasqCNNaMRWJCcDDx6w7430ANOALdoohafojc3Wiy2HssjOhTjK7ACw3eSCOR86STbUrw8OQF0LnNrV1RUxMTGZLmNAss7c5s2+vkDHjsAff7BjZ2eWbDC2yaBcOWDUKLZDsnRpYNUq4wtgaAeDfFJTU7UlWaQqRealiUSfhFXog1Xpgwov32HL+Nc8juMUnVwQN7wtVqyYoKxMbpWcnKz9HSopuRAXF4c2bdrg6dOnsLOzQ/v27VGoUCGsXr0aHMdh0qRJiIyMxJUrV3DhwgVwHIf69eujZcuWFolH99/GnPcIWe1jkZnr6H5eEF9H9zxt2rQxeo4CBQqgVq1aOHv2LG7evAmVSgVHR0ezYs2oJ4TcnocKkwsd8RfcEW/k1oQI2QH4AkAXAGcAHKhYEfvVagSZKJlSHEA9AIMAtITEqxBJjhGB/BiCVfgTnQEA51EfYzAPHkbXmKeriav0PEbM5g1gCoAfAOwFsB7AZQBhJu5To0YNtHN1xWfnzqEWWKKC5EJOTizBALAdGKLP6fcRgKFYidP4CADwGsXxAr4ogcz1GiPpLJJcoIlNRpxcePfuHdRqtWLLLvCrxKikju3y9PRESEgIoo1tNSOSMjexAAAFC7LysNu2AV9/zfopZLToeMoUwMODJRkymkOkBIM8Pnz4oF357unpKc1Jg4OFx/b2gJ+fNOcmenR3nij58RIs+rsoW7asTJEoi+7rnZLKIq1YsQJPnz6Fvb09jh49iubNm+Pu3btYnVard+rUqdrb3rhxA71798aFCxfQvXt3jMhOHVsjXFxcULBgQYSHhxtscKgrMjJSO/Gf2b4EuhP2r169Qq1atYzeVrcki/g6vr6+uHDhgt45DeHvq1arERERgSKmSjvYkBrNvPD9gyt4HumBx+Ge6P2pOxAw3+Btk1PssPdOGXSp9ih90YKxniy+vqzRV1YZqzvs5ZW981asaHjc0TF7561jYr3q7NnpdQgzq1Ej4z+bNMl42YeM1Kxp/GfffZfpOu32AJoAaFKhAua2bo3nz5/j5cuXiI6ORlRUFBITE+H/9i2qAMiflYR1yZLGf9a9e9abaBYubPxnn31muoSLKaaS0E2bZv1vzdTn+1q1svc3bKzEXEBA9s6bxeeI7Weq4c8/00u2RSEfVnx2EOOaX2EDOs8RRYsC48ezt7an/0tF40oOwOfGn8cehuVD5aIRhi9MzxGMxM8RWrq1d8UGDTJd5skUCZ4jHMESpV3SjkNiY3ErPh7P/f3h7u4OLy8veHp6onTp0uw9wOnTwJUrWYuXniPS5eD3EUmvC+Hs/EbQrei27dMtGN/CwN+NqdcjomWRhs60c4ERfxhSq9V48eIFSpUqJVNEpvHJBZVKpegkCDGOb8wWFRUFjUaj6IkyW5eZxAKP44CePYEmTVivqIy4uWWuBxMlGKwvKioKAHv+lKLnAgD95IKfn/E3jSTb+NIsUpS1siRxcsHfP6vFLnIW/jEIKGvnwv79+8FxHLp164bmzZubvG316tVx4sQJVKtWDaNHj0b9+vVR09TkQRZVqFABp0+fRnBwMFJSUozu1HnAbyNPu09mVNT5YKd7HlPXcXBw0Pt7rlSpEnbt2gUg43KdtlLaLLMadSuGRt10+6p0Mng7jQYYNghYtxH46ivWJ9Hk5g1vb7ZqQWr8agipOThY5rxA9hpSmjJggGXO26NHtk/h5+cHP2stWGjVin1JrXFj9iW1WrXYl9QqVjQ+6ZUdpUpZ5rGRwXPEsJHAnk+AY8fSxzY/b4yx3zXW25Ht68vm5wFAo7FDUlItwMXwv/HkCcCvC9ntR40yvrtbDz1HpJPgOcKgDh0sc94sPkd4g+2uMoqeIxiZniOyzIrvI6oDGJYILF2aPnY3f2NglAX+bnIJSXc7UlkkoUKFCiFfvnyCsdu3b8sUTcZ0J8aoZr98slNqmU8uqNVq2kFkQVlJLOjy8bHcXDH1YLAufmLTy1jzjKwQJxdohbpF8TsXJEsOWQglFwyLjIzUfq+knQv37t0DAHTs2NHgz8XPy4UKFcLo0aORkpKC3377zSIxNUpbRRkXF4erV68avd2pU+mNNhs2bJipa9SuXVvbyFn3PGLJycnanQm69+F99NFH2u8fP35s8pr8z11dXZHf2Cq7HGzRImDdOvb9ihVsnibCyMJfQgjJLjs74Pff2aLmggVZQvPChYyTARxnvKftyZPAnDlsk8D337N5wNRUyUMnhBCt6dPZc1ipUsC+fex5jWSdRZILfP3p3I7jOFQRbfNScnJBd9UmlUayvqQkYNkyoHbtrDekd3Fx0X5A113NSaST3cSClIw9TCnBYD384yw7JZEuXgTev9cZePhQeAOaRLYoSi7YtpiYGO33Skou8M8NuiuEdd9nGVoAwE/km5qUz44OOisP169fb/A2qamp2LhxIwCWNG3WrFmmrpE3b160SCudcOzYMaMlmP7880/t785QAuajjz5CobQtfnv27DH6Gvb06VPcuHEDANCgQQPY2eWuKvGPHwNjxgjHLl0CMqh8RQgh2VKsGLBnD3D7NvDNN3rlzDMlMhLo00e4wG7RIuDw4WyHSQghRuXLBxw9Cty9C7Rrl4ndUsQgSd+B8x/qKLmQzpaSC3Z2dtqJaUouWFhyMnsW++MPaKZNx4rvHqBsWVaL/+pVYMGCrJ2W4zjtCmrquyA9cxMLGg3bYhebcV+zLPv3X9bo+fx5wz+nBIPlpaamaifHsrpz4cMHoFMntjlhyZK0sq537ghvlPZ7JJZhC8mFxMREQX16gJILPP61ztnZ2exGvtbAN3jXLUun+zzx4sULvfvwt32X1XrJGahTpw4ap5UJWLt2Lc4beAH59ddfcf/+fQDAyJEj9f5NN2zYAI7jwHEcpkyZYvA6Y9Jmu1NSUvD111/rlTUKDw/H+PHjAbB/k0GDBumdw97eXnueoKAgzJkzR+82KpUKw4cPR2ra8tavvvrK6P97TlWmDLBli3A18MaNQLVq8sVECMkZ4uJM76hv3DjrrS90ubuz5ILuxN7//gd8+mn2z00Iyd3evAFMVdcMDARcXa0XT05GOxcsrGrVqoJjJScXAGrqbDV9+wKVKwNdu4Kb/BP271VDd97o55+BR4+ydmrdvgtEOpnZsfDLL6xEZ+PG0q8e1GjYJHSrVsDbt0DHjsCzZ4ZvSwkGy9Jt5pzV5MIvv7A3Pe/fA99+C1StCrxfvgPYvh2YOJEtozDVaI5kmy0kF548eaL32C2TUUf4XIJPLiip3wIAbX+tN2/eaMcKFiyoLdtz9uxZvfvwpYrEJYKktGjRIri6uiIlJQWtWrXCrFmzcOHCBZw4cQJDhw7FuHHjAADlypXD999/n6VrNG/eHN27dwcA7Nu3Dy1btsS+fftw5coVrF+/HvXq1dMmV2bPnq1XQpT37bffIjAwEAAwYcIE9OnTB0ePHsW1a9ewc+dONG7cGEeOHAEAtG3bFp07d85SvLbuiy9Y78pixYBp04Bc+s9ACJFQYiLwySesGbOlPzo4OQEzZ7JEqb09MHw4OyaEkOx48QKoV48lL7Pal52YzyINnRMSEqQ8rU0T71wICgpCUlKSYhtHuri4ICYmhnouWJqoQeLPBRbiyIvV2tqSajVw5kzWSq3z5Vmio6OpqbNEMpNY2LmTrbYBgJs3gbp1gYMHgerVpYll1y42Cc0LCWGJhvPngQIF9G9PTZ4th0/gOTs7Z2li+vFjYN484ZifH5C/XjmgXjk2Y0QszhYaOl+7dk1wXLRoUcVNpsslNm2LmNL+PWrVqoVbt27hypUr+Pzzz7XjLVq0wK5duzB37lx07twZBdKeuJ89e4Y5c+aA4zhUl+oFw4AaNWpgx44d6N27N2JiYjBx4kS925QrVw4HDx7M1r/punXrEBMTg0OHDuHEiRM4ceKE4Od2dnb48ccfMXToUKPncHFxwYEDB9CuXTtcvXoVmzdvxubNm/Vu17ZtW2zfvj1Xv67VqsXecxh6H0AIIZmh0bB+w2fPsi9PT+CHHyx/3R49gHLlgBo1qDwJISR73r0DWrQAXr4Etm1j1QJ27jTe94Vkn6Q7F/jJtoSEBKSkpEh5aptVuXJlwbFardZuN1cifnKFdi5YWI0awsNHO/HtN2xZSJ06rDTSl19m7dT8CuqUlBRq6iyBzCQWUlIAcZWIt2+BJ0+ki6dTJ5ZM0NW4MXvjbwztYLAMfsV0VnctFC/OVmfx7O2BX3+VIDBiNrVaDVXaUhYl71y4ePGi4LgO7WbR4pN8SksutGzZEhqNBvv27ROMf5uWHX7y5AnKlSuHrl274tNPP0W1atW0CeAhQ4ZYNLZ27drh1q1bGDVqFMqVKwc3Nzd4eXmhVq1amDNnDq5fv57tsluurq44ePAgtmzZgpYtW6Jw4cJwcnKCr68vevbsiTNnzhgtq6SraNGiuHDhAlasWIEmTZqgUKFCcHR0RJEiRfD555/jzz//zHYiJKcoWJAm5Agh2Td5MpuM402aBKxebZ1r16zJGkYTQkhWqVRs879uu7r9+9MXgBLLkHTngre3NwBAo9Hg1atXKFmypJSnt0l58+ZFqVKl8PTpU+3Y7du3LboqLTuoLJKVpG3z14qJwfQvn6BCxTIYOJBNMmaVq6srnJyckJycjOjoaPrAnQ2Zbd7s4AD88w/LkgcFsbFffmEJAak4OAA7drCEwp07wIQJwIwZGU8o0A4G6fGTmllNLjg7s50LbdoA/fqxEleVKkkXH8mY7msdJRdsE9+fgH8PqhSfffYZPvroI6jVajx+/Fhbxqphw4b46aefMG3aNERGRuLPP/8EAG3C98svv0TPnj0tHp+fnx/mz5+P+fPnZ+p+/fv3R//+/c2+fc+ePbP9/+Pg4IChQ4ea3OVATEtKAk6eZGVOCCHEGI2GlUTSlTcv24ktN40GePqU9ZwjhBBjHByAQYPYjk6+HFKlSsCPP8obV04naXKhaNGi2u9fvHhByYU0VapU0UsuKBUlF6zExwcoXBgIDdUO5Qm6iiFDsl9Dm2/qHBoaisjISBQvXjzb58yNMptY4Pn4AKdOAS1bAo0aAVksWW2Slxdw9CgrtzR4sPn3owSDdFJTU7U7FzxNbRsxQ4sWwK1bLNlArEv3tU6pZZGSkpJw48YNwVhdJXzKVwg+uaD7HlQJ3NzccPLkSYM/mzJlCho3bow1a9bg7t27SElJQdmyZdG3b99c2zeAWM6rV0CXLsDly8CRI+z9CSGEGMJxbGGUvz/bXavRsEVNojaSVpeUBAwcCBw6BNy4AZQoIW88hBDl4jhg6FBWlrpLF9bX5Z9/qHSkpUmaXHB3d4eHhwdiYmK0jdoIa+qsuy2eb9inRHxyISEhger1WxLHsd0LaY0IAbBPfd26SXL6/PnzIzQ0FGFhYZKcL7fJamKB5+3NmivmyWO5EgXFimUuscCjBIM03r9/r23mzDdozQ4JTkGygO8R5ezsDDuF7sO/ceOGtnQTwBLItWrVkjEiZQkJCQEAFCtWTOZIMqdFixZo0aKF3GGQHO7ff4Hu3QH+7WCPHsC1azQxRwgxbcgQoFQp4NkztsNWTuHhbHfvmTPsuHdv4MSJ7O30J4TkfHXrsvc8kZGAwtYg5UiSf5LmV469fv1a6lPbLPEkwPnz5xXbMJlvyq1SqZCcnCxzNDlc7drC47NnTd48M+0TihQpAoBNklPfhczJbmKB5+kp75vesDDW7NkQ6sGQffxq6fz580u34v3NG+DAgfRZIGJx/PMj/9qnRJcuXRIcBwQEZHu3TE7CJ9GVtnOBECW4eFH4khIRwVbxpeXGCSHEqJYts7aQSWpTp6YnFgC2gGvWLPniIYTYjkKFWKN4YnkWSy68efNG6lPbrMaNGwtWBSckJODy5csyRmScu7u79vu4uDgZI8kFGjUSHl+5AqStohXbto2tMjt82LxTe3h4wNXVFUD6qk6SscwkFpYsARYtsnKAZoqPZ02M6tUDHjwwfBtKMGSdRqPJdJ13tZr1x3j71sSNDhxgv7jChdlysVGjJIiWmMK/zik5uUD9FkyLiIgAQMkFQgwZPx5o3z79uHhxYPp0WvFLCLEdP/8M6FbbdnJiJWIJIYQoh8WSC29NzqDkLvnz50e1atUEY8bq8MrN3t4ebm5uAEAr3i2tXj1AtwyHSsUSDBAOffcd0LMn287VqROr558RjuO0k578JCgxzdzEgkoFDBsGfPst+91s3Gj9WE1Rq4FevdhqxWfPgAYNgP/+M3xbSjBkzYcPH7ST0vwuIVM0GmDMGGD2bPawv3PHyA11H9zPngH02LU4W9i5IE4uUL+FdMnJydrG6kpLLrx8+RLNmzdHixYtzFpw8/r1a22ppFCdfkyEZIedHfD770DZsqy54Z071NSZEJIuMhJITZU7CtM8PYGtW1lStGJFVkl4xAi5oyKEKMXNm5mr8kEsQ/LkAl/zlj4YCTVt2lRwrNTkApC+e4GSCxbm4QFUqSIc093zCWDVKuHq+MREtrA5rVS+SfxES0REBJW4yoC5iQWNhv37r1iRPjZgALB/vxWDzcCMGcCePenHkZHAuHEsdkMowZB5fMLOzc0NefPmNXlbjQYYOxZYuJAdv3gBNGzImkrp3VD8uiB63SDS0mg02tc53V17ShIREYHg4GDBGCUX0r18+VL7fKW0ngu7du3CyZMnoVKpzIrNx8cHKSkpOHnyJHbu3GmFCElu4ekJXL8OrF7NvieEEIC99ezSBWjdOoOdtQpQvz77vHX5svzNpQkhyhEZyfrCVKtm3iJcYjkW27lAyQUhcXLh3Llziu+7QMkFKxCXRvr3X8HhsGFAnz7Cm0ycyLa1Z6RAgQKwt7eHRqOhx6MJmSmFxHH6PbfVahMr0WUwdKiwnUe+fKyslql+zZRgyBw+uVCkSJEMG2EnJwNXrwrHEhLYlm6B4GDWc0EXJRcsKikpCSkpKQCUu3Ph+PHjgmMXFxdUESelc7Hnz59rv1fazoUDBw6A4zh07NjR7Pt06tQJGo0G+/bts2BkJDdSaP6UECKjzZvZR89//mET9gcOyB2RaW3aAGkFFgghBACrIvz2LfDkCfvo/M037PM3sT6LJRfCw8OlPrVNs6W+C/wkC/VcsILmzYXHp08L+i7Y2QHr1gH83MRvvwH/+595p7a3t0fhwoUBUGkkY7LSvHnAAFYOCQBcXNg23QkTLB+ruby9gRMn2A4LjmMfHEqVyvh+lGAwT1JSEt6/fw/AvJJIzs5spVX9+uyY49hjukkT0Q3FuxaKFqXuUxam+xqn1J0Lh0WNdpo0aQJHR0eZolGeV2nb+Dw9PbV9hpTi2bNnAIDAwECz71O9enUAwNOnTy0QESGEEMK8fw98/336cXg4MHw4oNC1j4QQoufgQVb6UVdwMEAfleRhseRCZGQkUpVewM+KbKnvgu7OBZpctLDmzYV9F5KSgLNnBTdxcGArzw8fBr7+OnOn5yc/Q0JC6PEokpXEAm/uXKB/f9bLoEcPy8aZFe7uwF9/AUePAm3bmn8/SjBkjG+Q7uDggAIFCph1nzx52OO3bl3Wo6N3bwM3EtdJatrU9HYTkm26JZHs7CR/O5RtqampOHLkiGCsbWYe0LkAn1xQ2q4FIL33mFcmuk7ytzWnRwMhUgkPV37NdUKItG7f1l/d+9tvbFGMLaKPK4TkPvnzs3JIPA8PVgKSPkLLw2I9F1JSUqips0gT0VJVpSYX+BWcqampSNBZRU8swMtLWMMGMFCMnb3Ra90686fnmzqnpKQgIiIiCwHmTBklFjQa9qbbGAcHYP16/V+dktjbAy1bGv+5RgNMmQK8fCkcpwSDafwuIG9v70xNSHt6sryhwcSCSgX8/bdwrEWLbERJzKH0fgs3btzQ23XWpk0bmaJRJv59ptL6LQDpf1eZee3lb+ukVzeNEOmpVKwfkL8/sGWL3NEQQqypSRPgwYP0RVIdOgCffy5rSFl25gz7TPb4sdyREEKsqX59Vn54+XKWaFiwwLzy4cQyLLZzAUjfEk4Ycd+Fs2fPKrL0kJubm3bSjPouWEHLliy9WqsWa6jQtWumT3HxItCqFfD6tXDc2dkZ+fPnB0ClkXgZJRZevQLatwdq1ACuXZMxUAtbswaYOpX1FF+5kvWO4FGCwTC1Wq3tX2KoJNKJE6a3k9vbG/nB+fNAdLRwjCaRLY5/fVNqvwVxSSR/f3+ULVtWpmiUiU8uKHHnQsmSJQFkbiHJiRMnAAAlSpSwQESEpDt9mq32GzWKvfyMHw/ExsodFSHEmooUYeVdjx4FFi+WO5rMe/8eGDwYaNyYTTAOH047GAjJbeztga++YsnFL7+UO5rcTfLkQt68eeGW1mmH365OmCZNmsBeZ3YpMTFRb/JACTiO0664o+SCFXz7LRAWBly+DMyYwZIMmRAdDXTvzjY8VKum34yLnwR98+ZNrp8gziixsHEjUKkSq5GvVgMDB7KVfTnNkydsQgFgfz9ffcX+X3VRgkFfSEgI1Go1OI7T9jMBgPh4YPRoVuXs66+z8MHm0CHhcfXqgAJXYuc0fHLfVpILtGtBH1+mTInJhY8//hgajQZLly41ayfv69evsXTpUnAch48//tgKEZLcLDoauH8//fjtW/YWlBCS+7RqBfj6yh1F5s2dyxZL8f7+m5UhJYTkPl5eVA5JbpInFziO037Io+SCUL58+dCsWTPB2B9//CFTNKbxky0xMTEyR5ILFCoEmFm7XUyjAYYMAfhNQhERrJGv7lxl8bS9YYmJidqJmNzInB4LiYmA7p/8jRvAvHnWjdMaJkwAxJumBg/Wvx0lGISeP38OgJVE4suW3L3LcgELFrDbrF0LrFiRyRMfPCg8prr6FqdWqxW9c+H9+/c4f/68YIySC/rCwsIAKDO5MGzYMDg6OiIqKgotWrTArVu3jN725s2b+PjjjxEVFQUHBwcMHz7cipGS3OjTT/U3yIWH06pfQojtmDgR8PERji1ZIk8shBCS21mkgyFf+5Ya0unr3Lmz4PjgwYNITEyUKRrj+KaCUVFRssZBTAsNBS5cEI41asRWoPBcXV21vRf4ydHcxtzmzQMGAJUrpx8XLgyUK2fFQK1k5UqgT5/04/79gYYNDd+WEgxMfHy8tiQSX+4EYFvKxRWNvv1WuCLUpIcPgTt3hGOUXLC46Oho7d9xZhruWss///yDVJ0Oqy4uLnqlFUl6jwIl9lzw8/PDjBkzoNFoEBQUhMDAQLRo0QJTp07FqlWrsHr1akydOhUtWrRAzZo18fDhQ3Ach2nTpqFMmTJyh09yOI5jSXFHRyAwkPUEWrOGVv0RQmxH3rzAzJnsew8PYPZs4M8/5Y2JEEJyKwdLnJRfQUbJBX0dO3bE8OHDtZMaHz58wN9//43PFdZBiZ9siY2NRWpqaqYalxLr8fZmq+sHDWJvpvLlY035HESPbD8/P4SEhCAkJAQJCQlwdXWVJV45GEos5M2rn1gA2L/b/PksOdOvH/Drr1neVKJoXl6sBFS/fsCPPwJz5hi/bXg4ULJkAAAgKChIuyMtMDAQXC6ahXjx4gUAlqzTLYlUoADbqdCpEzt2dmb/ngEBZp54927hcZEiQL16EkRMTIlOywi5u7vD0dFR5mj0HRKVymrWrFmuet42R0pKCt6/fw9AmTsXAGDMmDFISEjA1KlTkZqaipMnTxrswaDRaGBnZ4epU6di/Pjx1g+U5Erly7NGqDVrmugJRAjJEV6+ZGtZWrfOWUnE3r2BN2/YZ+GCBeWOhhBiSTt2AI8eASNHsuQiURaLzBj7+fkBSJ+MIem8vb3RuHFjwdhu8eSSAnh6egIAUlNTqTSSwuXLB/zxB7B8ObBuHWCoD6S3tzdcXFwQFeWYqx6X4sSCm1tj9OvngWnTjN+nZUvg+nVgw4acmVjQ1aIFcO4c26FhzLffAqVKAbt3B6Bw4QoAct8OBo1Go931U6JECb2kSseOQI8eLCdw4wZ7w2P2BzdxabyOHWmWxwr4XXn8a52SJCQkYM+ePYIxKomk79GjR9rdHUpugPzjjz/i8uXL+OKLL+Dp6QmNRiP48vLyQq9evXD16lX88MMPcodLcpk6deglh5DcYNIktjG2VSv2XjWnsLMD/vc/SiwQktMlJQHjx7OFkWXKAAsXspLWRDkssnOhXFodkWd8IXgi0LlzZ/z333/a43379iE5OVlbw1sJnJ2d4erqioSEBERHRyuybESOpdEAt28DFy8aLoRvAMexprzG2NnZITKyHAYOLIFPPnmD335LRcmSOXs3im5i4d27/NiypT5On2ZPeSdOAN99BxibV6xe3WphKtrNm8C2bez7SZMAN7dyWL3aGe7uN3LNDgaNBti2LRJLl1bGN99c1ybPxVatAlxdMzlJ8/QpcO2acKxLl6wHS8zG71xQ4mvbvn37BEl9juPQid8aQ7TupJUTc3Z2VnRyAQBq1KiBbdu2QaPR4OnTpwgPDwcAFCxYEKVKlcrRz6GEEELkdeMGsGkT+/7YMVYKbcMGoG9fOaMihBDzrVkD8BW+w8KAUaOAChWATz6RNy6SziKzi3xy4d27d4rsJyA38SRBVFQUTpw4IVM0xlHfBSuLiQGmTwcqVQKqVWPZgnfvJDv9+vUlkJJij4MHfVGuHIdff5Xs1Ioj3rHQrFl1nD+fnkuNjqaGX+aYNEl47O4OdOrkl2t6MGzZwnpw9OqVH+fO+eDYsepGS9PkyZOF1Z98TSW+4UXBgsBHH2UvaJIhtVqtnbxXYnJhEz8DkKZFixbwEXcsJLh37x4AwN/fH/Y2svSa4ziULl0aderUQZ06dVC6dGlKLBBCCLGoH38UNmvPk4eVRyKEEFugUqX3V+GJ+4wS+Vk0uZCamqr98EfSFS9eHHXr1hWMKbk0EiUXrMTBAfjll/ROsKmpwK5dkpz60iXg77/TJ19UKg4KLVGdbYZ6LJQrlxfihb+//87+iYlhCQnsS9eIEYCLi+EmzwkJGuS0HMOlS4DuS9i2bT54+1bCC3h4AEOHsqLXwcHA+vX6DVOI5GJiYrQJMaWVRQoNDcWRI0cEY310u68TrYcPHwJIf89JCJHOs2fAhQtyR0EIyS6NBmjenPXp4/3vf6ZLouYUqalAXJzcURBCssvRETh0CGjXLn1s5syc1T8mJ7BIcsHb2xt50zps8NvWiVDnzp0Fx7t27UKCeCZPZvyKzpiYGG1dY2JBbm5A+/bCsY0bJTn1jRuAbtWtvHmT0aJFtMHbajRAbKwkl7WKt2/Z1t62bYEFCxL1EgseHqx58/Dh7PaFCgGzZgFXr7I6ncQwV1e2dfrqVaBnT9Y0adiw9J+LEwzDh7+Dr68Gw4cDR46wuoi2jvVOSM+YxMdzmD/fQhcrUwb47DMLnZzo4hPmbm5uiipHCADbt2+HWq3WHru5uVFJJCOePHkCwDaTC+fOncOoUaPQrl07tG/fHt99950id7CS3OfdO+Cbb4By5YB+/YCUFLkjIoRkB8ex8iFPngALFgBVq7L3tzlZaiqwcyf7f50wQe5oCCFSqFYN2LeP9YucOBEQtbElCmCRqTWO47Qf9u7zq7CJQNeuXQXHUVFR2CXRKnWp8MmF1NRUxNrSbLMt69lTeHzlCnDrVrZPO2QIe1M5YoQGjo6paNbsBV6/fmzwtnfvsuosbdqwii1Kbp2yeDFQrBjw5ZfA4cPAmjUJBhMLAKs28+efwMuXbMWOzo+ICYGBrDzQq1csMaOLTzCo1cC+fV54/ZrD8uXpfztKFR8P/P03MG4c+/97/drw7YoXT0bduqw0WdmyyVizhlUuI7ZNyf0WNooSyh07dkSePHlkikbZ+CbrSkguJCUlYeLEiZg4cSKOHj1q9HZqtRoDBgxA48aNsXjxYhw6dAgHDhzAkiVL8PHHH6NTp05IygmZWWKT7t4FSpcGfvuNlSB4+BDYvFnuqAghUnBzY/3mbtxgZU5zqsuXgSpVgC++YM9pq1YBb97IHRUhRCr16wMzZsgdBTHEYut2+Q97jx49stQlbFrJkiXRsmVLwdjKlStlisYwvqkzQKWRrKZVKzZbrmvdOklO7eMDLFnC4ezZN+jQIRivX79GfHy83u327gWSk9nq82HD2Mo1uahUwIMHxn8eGCg8vncvH6KiPPQSCwBbudOxI+DsbIFAcwFjyZiAgABERATi/XthL4LPPzd8e5UKOHiQJa3k2BCl0bDJk08+AebOBa5fB44fN3zbJ0+e4IsvHmDatMu4d88eAweyslDEtvGvZ0pLLty/fx9Xr14VjFFJJMPi4+MREhICQBnJhQsXLmD27NmYM2cOChQoYPR248ePx4YNG6DRaAx+7d27F4MHD7Zi5ISkq1iRfemaPRvQ2UxFCLFxOb2MiLc3oDv9lJQEzJkjXzyEEJJbWDy5wG9bJ/qGDh0qOD537pziykhR3wUrc3AA+vcXjm3aJGmNmcDAovDxsUNqaioeGJi537tXeFy/vvFzLVsGfP01sGgRsH+/8RXgmRETA3z6KRAQwBqOVakCGOsLX7cukDevsND/y5f19RILxLLu3PEVHPv7x6NkScMNGB4+ZNV/SpUCPD3Z79DYn7dGA7P7OLx8yXYjrFsHTJ0KGGtjw3FAgwbCsWPH9G+XlJSE4OBglCoVg27dPODgYBsNY4lpus2cldZvQdzIuUiRImjRooVM0SjbvXv3tOUalZBcOHnyJACWbK1Vq5bB2zx69AiLFi0Cx3HgOA7du3fH8ePHcf/+fWzcuBElSpSARqPBli1bcP36dStGTwjDccC0aenHDg5Aw4ZUs5wQYjtKlAAGDBCOnT9PSVJCCLE0iycXXrx4YalL2LzPP/8cRYoUEYwpbfdC/vz5AQAREREyR5KLiN8RvX/P6vlIxN7eHgEBAQCAly9faifaACAyErh5U3h78USsrn37WILhu+/YSvXDh43ftmFDtpqkSBG2Cv7yZcO3y5OHrSQPCmI7KFJSjFeGSkyMRaVKoXBzU6F+/XdYvToeI0fS0nJrW7iQNT4ePToU5cu/R2DgS1y7dk3bNFfX3bvp33/4wBJSxnaTbNzIJjfy5GGlutq2NR7DokVsN8LAgcCUKaYfMh9/LDw+dkw/iREUFAS1Wg1nZ2eUKVPG+MmyYuJEdlHqZWN1kZGR2r/LfPnyyRxNupSUFL3kQs+ePeFADb4Nun37NgCWICokrtcmg3PnzoHjOLTT7TQnsnbtWm0/jUGDBmHr1q1o1qwZypcvj969e+PUqVPafmVbtmyxStyEiLVpw973jRzJymmuXUtlJAkhtmXCBNYAtmpV4I8/WHN6e1ojRAghFmXx5EJERAStejfC0dERA0QTyZs2bTJYqkYuBQsWBADExsZSHWBrKVMGaNpUOPbbb5JewtfXVzuJodsXJV8+IDQU2LGDtX8oVAioV8/4eR4+FB6bqAaB8HB27pAQ1jD6/XvDt7OzY2VrdF25on+72NhYnD17Fl99dQ07dhzHkSNuGDTIDWn/W8SKOA6oUAH49dfC2LMnFD16PMCrV68MJhjEm7MqVTJ+3sRENv8eFwdERLBdLcYULy48fvXK+G0//ph9yKhfH/jxR2D7dmFyIS4uDs/Smo2UL19e2gneW7dYR/GWLYHy5YF584CEBOnOT0wKDw8HwEoiOTo6yhxNut27d+OV6I+WSiIZx++6K1euHDgF1Hjgf3d169Y1epvDadl3Ozs7TJkyRe/nfn5+GDhwIDQaDc6fP2+ROAnJCMcBp0+zRQO+vhnenBCiQEFBbJFNbl2t7+cHXLzISp927sw+WxJCbMv69cDw4cDTp3JHQsxlsafasmXLar+/JUFD2pxq8ODBgg/G0dHR2LFjh4wRCXl6emon1vhJGWIFw4YJj8+dA0S1uLOD4zhUTCus++7dO7zXmen39AS6dWNNfENCgMKFDZ8jKUm/2bOp5IJ4ZXhkpPHbipML4hcVPrGQlJSEwoWBjz5qQKWQFCIgIAABAeUBwGCCQa0GdEvdV65s/FziOXdT/Q4yk1woW5Ylt86dYyUgPvpI+MHjwYMH0Gg0cHd3h5+fn/ETZcXy5enfBwcD8+ez7RnEKvjXMT5xrgQajQbz588XjNWrVw/Vq1eXJyAbwPfzUkJJJAAIDQ0FABQXPxGliY6Oxp07d8BxHGrVqoWiRYsavF3z5s0BAMHBwZYJlBAz0EQcIbZt9mw2qR4QwN525sY1LDVq0HMZIbYqJQWYPp09f5UtC/TtK+ylQpTJYk+5np6e8Pb2BgDc1a2DQQRKliyJTz75RDCmpNJIdnZ22uaElFywoo4dWQdmXUuWSHoJb29vbdmre/fuGSxhY2pBqErFnvT79mV183192U4Hc5lKLnz9NSuJc/YsW7E+d276z3QTC05OTgabNxN5BQQEoHx5wwmGGTPYxP6rV8DRo8CXXxo/j7jXhqur4dsB7O+vQAGgWjXW0+Gzz4zfluOMl3mIjo7WrkIOCAiAnZSfTCIigN9/F44NGsT2bhOLU6vViEx74jHVdNfazp8/j0uXLgnGRo0aJVM0toHv56WU5EJ0dDQAwMnJyeDPL126pH0OrGdiO6BP2ut+jKltWoQQQogRb96wBWIAW8MyfDjw66/yxkQIIZmxY0f64lK1mrUgfflS3phIxiy6XLJs2bIICQkx2DSWpBs6dCiOHDmiPb548SKuX7+OGjVqyBhVugIFCiAkJIT6LliToyPbvTBpUvrYtm3AnDmscYEE+N0LZ86cQUREBEJCQvR6gJiSJw/www/mX+/33wG+4pezM2BqTqhNG8PjlFiwHXxfj6CgIO1kfWBgYFozU5Y7E+fPxAYOBFq3ZkmGxES2q8aYunVZ6a3s4suEeXp6aif6JLNihXD5mIMDMGSItNcgRkVGRmqbACspubBgwQLBcYkSJdCpUyeZorENfD8vpSQX8ubNi6ioKLx9+xbVqlXT+7lu8sjUjpRU6sNCCCEkGxYvZgvAeC4u9FaTEGI7NBrgl1+EY3XrAs2ayRMPMZ9FN4vxH/oe0R4Wkz777DMUK1ZMMDZnzhyZotFHfRdkMmSIsNNtcrLkuxcKFCigTSjcv3/f4O4FqdSvD7Rowb4aNTJebskYSizYHlM7GMxRqBBQvTrr+9G0KdvibEnh4eEICQkBAFSsWFHaWu5JSfq9U7p316/nRCxGif0Wnj17hj9F3ce//fZbauRsQkREhHYHilKSC/7+/gCA//77z+DPjx07pv2+QYMGRs/DP/8oqdk4Ibz792nlICFKV6cOe+/M69cv85+5cjK+nxshRJk4Dti9G/j2W7aYFQAmTjRdUYMog1WSC8/EhdmJgIODA7766ivB2M6dOxEUFCRTRELUd0EmhQoBvXoJx377zXRX2yyoUKECAFaGQdxQVCkosWC7sptgsBaNRoN79+4BYAnVQpmp8WWOrVuBd++EY6NHS3sNYpIS+y0sXrxYsFo9T548GDRokIwRKd/t27e13+v295JT06ZNodFosGLFCrx580bws1u3buG///4Dx3EoU6aMyZivpvVWKi1uPESITFJTgSNH2C7CihVZLXdCiHJ16gRcuwYcO8Yet1RlkXn/Hpg5EyhZEti/X+5oCCGm+PsDixaxMsqrVpkud0yUwyrJhRcvXtBW7wx88803gslSjUaDWbNmyRhROuq7IKOxY4Vp2rx5Je9m4+HhAV9fXwCska1arZb0/NlFiQXbZwsJhnfv3mlXQ0u+a0GtBsTP582aWX4rBtFSYr+FmJgYrFmzRjA2YMAAeJqq/0Vw584dAEDRokWRN29emaNhBg8eDAcHB0RHR6N+/fpYvnw5/vnnHyxevBgtW7bUPt8NHjzY5HmOHj0KjuMQGBhojbAJydC8eaxU5dGj7HjDBtM9swgh8uM4tlP88GEg7e13rrZgAVCiBCvnGxLCntcIIcrn6QkMHkzN2W2FRX9NfM3tuLg4bfM9YpiXlxe+/vprwdjmzZvxlO9kIjN+Mob6LlhZQADQoQNQoQL7RPf4MVCzpgUuwxrXxsfHK2bHDECJhZxEyQkGlUqFW7duAWATlpKXJNmxQz8pOGaMtNcgJimx38K6desQGxurPeY4DiNHjpQxItvA71zg32Mqgb+/PyZPngyNRoNXr15hxIgRaN26NUaNGqVdlOHv748RI0YYPcfjx49x7tw5AECTJk2sEjchGenZE7C3Tz+OjwdEOVFCCFG0ggWBuLj04zNngIsX5YuHEEJyIovvXHB3dwcAnDlzxpKXyhFGjRoFV1dX7bFarVZM7wXquyCjtWuBO3dY0UwnJ4tcws3NTdAjJVIBy9IosZDzKDXBcOfOHSQmJsLe3h6VK1eW9uRqNfDzz8KxwEDjXcuJRSit30J8fLze63uHDh2oHI4Zbt68CQCKW93/ww8/YM6cOXBxcYFGoxF8Va1aFYcOHRK8xxP7Ja17nZOTE1q1amWtsAkxqXhxoGvX9OMCBQAFPIUSQojZDLU4o9JIhBAiLYsmF+zt7VE9raPQ5cuXLXmpHKFQoUJ6vRfWr1+P169fyxRROt2+C2FhYTJHk8vky2eVvWBly5bVluO4fv26rOWRKLGQcyktwRASEoIXL14AACpXrgw3NzdpL7B7N+uCqeunn6grlZXxr1tK6bewZMkSvBP14Pj+++9lisZ2pKam4n7a46mmBXbxZdfYsWPx8uVLbN26FbNmzcKvv/6Kf//9F9evX0eZMmVM3rdWrVpYsmQJNm7cqJhyT4QAwHffAZUqAatXs4bO330nd0SEEGI+R0fgm2/YGr3evYELF4Dp0+WOihBCchYHS1+gZs2aOHv2LG7cuGHpS+UIY8aMwdKlS5GcnAwASE5Oxrx587BgwQJZ47Kzs0PhwoXx5s0bvHv3DsXF6X9i8+zs7BAYGIiTJ08iNjYWQUFBqFixotXjoMRCzseXMwkKCtI2EQ8MDJS2z4EZVCqV9rWpUKFC8PPzk/YCKSkskaCralXg88+lvQ4xKSkpCe/fvwcAFC5cWOZogKioKL1dC5988gkaNmwoU0S249GjR4iJiQGgzOQCAOTPnx/du3fP9P0y6sdAiFzq1gVu36acOCFKdfIkUKsWkCeP3JEo11dfAf37Awp4G0gIEVGpgOHDgb59gUaN6P2GrbL4cmj+w9998cpNYlCxYsUwcOBAwdjKlSsRGhoqU0TpvL29AbCVvtSgO2fy8PDQriqXozwSJRZyDyXsYODLITk4OKB69erSJzc2bADEPUx+/JHeMVlZSEgIAMDR0VER/RbmzZun99w6Y8YMmaKxLXyJzbx588Lf31/maAjJPehlixBliohglTaLFwdGjdJv8UUYDw9KLBCiVHv2sH5OH33E2otu3AgooHIyySSLJxf4mriRkZF4/PixpS+XI4wbN05bgggAEhISMG3aNBkjYvjkQkpKCjV2VoKzZ4F16yQ/rW55pGvXrlmtPBIlFnIfORMMuuWQKlWqJH05pIQEYMoU4VhgINCpk7TXIRniyw8VLlwYdlYoMWdKSEgIFi5cKBjr0qWLYlfhKw1fYrNGjRqy/y4JIYQQua1bByQmAtHRwMKFQJUqQFSU3FERQoj5li9P//76dXZMixpsj8U/mQUEBGgb2J09e9bSl8sRSpYsiT59+gjGVqxYgbt378oUEePs7Kxd9SmuFU2s6PFjoEsXtmdsxAggrayMVPjySHZ2dvjw4QMePHgg6fkNocRC7iVHgsHi5ZAAwNkZmDcP0G3QO3u2VfqnkHRqtVq7869IkSIyRwPMnDkTcXFx2mM7OztFLB6wFXwzZ0rGEEIIye3UauGkHMDWsHh5yRIOIYRk2oMHwIkTwrFvvpEnFpI9Fp/l4MtNANTUOTOmTJkCFxcX7bFarVZEs0d+98K7d+9kbcKaa4WHsyUpu3ez44QEYNIkyS+jWx4pODhYW6/cEiixQKydYLB4OSSAJRG6d2fNnH/7DejZE2jZUvrrEJPCw8OhVqvBcZz29Usuz58/x4oVKwRj/fr1Q4UKFWSKyLYovZkzIbmNRgMooGorIblWZCRQubJwhe+IEfLFQwghmVW4MDBnTvp6vIIFgc6d5Y2JZI1VllDyHwKpqbP5SpQogTFjxgjGjh49isOHD8sUEcOv/IyPj0dsbKysseRKBQuyTje6Nm4Erl2T/FL+/v7wSlv6cv36dYuUR6LEAuFZK8GgWw6pcuXK0pdDEnNyAr7+GtiyxbLXIQbxu+wKFCgAR0dHWWOZMmUKkpOTtcdOTk6YPHmyjBHZlsePHyM6OhoAJRcIkVN0NMuZV6kCNGtGdZEJkUvBgsC+fWxT+5gxQIsWQP36ckdlO+7cAYYNA8aOlTsSQnKv/PmBceNYv5gjR4D581kBAGJ7rJpcoKbOmTN+/HgULVpUMDZ69GioVCqZImJNFN3d3QFQaSTZTJ0K5MmTfqzRAN9+C0jcZNvOzk5b1/rDhw+4ceOGpJO9lFggYpZOMMTFxeFaWiKucOHCKFGihGTnJsqj0Wi0r1Nyl0S6cuUKfv/9d8HYV199ZZmSXDnU6dOnAQB58uRBuXLlZI6GkNwpKAgoVoyVLLh7F7h3D0jrs04IkUmpUsDcucA//1CdcnPcvg00bcoSpCtWACtXAh8+yB0VIbmbnR3wySeAqDo8sSFWTS5ERETg2bNn1rhkjpAnTx7MmjVLMPbgwQO9sgrWxk/SUHJBJt7ewIQJwrGzZ9kOBol5eHigUqVKANhkb3BwsCTnpcQCMcZSCQaVSoWLFy8iOTkZzs7OliuHRBQjOjoaiYmJAORNLqjVanz11VeCv2N3d3dMnDhRtphsETVzJkR+5coBxYsLx8Q13wkh8qC3tebx8gLS1isAAGJjgV27ZAuHEEJyBKt8OqtQoYK2qfMZWt6SKX369NHb/j958mSL1sDPCD9JExkZqZ24IVY2erSwUSzA9pNFRkp+qVKlSmlX1967dw8hISHZOh8lFkhGpE4waDQaXLt2DbGxsbCzs0OdOnW0r0mSCgqSfAcRyTo+Aa67404Oy5cvx9WrVwVjEydOlL0HhK2hZs6EyI/jgKFDhWO3bgEpKfLEQwghmeXrC7RuLRxbvVqeWAghJKewSnLBwcEB1apVAwBcunTJGpfMMezs7LBgwQLBWGRkJKZMmSJPQADy58+vrV2d3YlmkkUuLsCSJcKxsDDghx8kvxTHcahatSoKFCgAgJX3yGq/DUosEHNJmWB48OCBdqK5evXqyJ8/v2RxaoWFAQ0aAA0bsv3WRHZKKIn09u1b/CB6Xq5QoYJeTyViGjVzJkQ5+vVj1Tm7dAGOHWPJBQcHuaMihBDzDR7M/lukCCsIsGmTvPEQQoits9q+cmrqnHWNGzdG165dBWPLli3DlStXZInHzs5OO1nz+vVrWWIgANq2BTp0EI6tWMFKJEnMzs4OtWvXhqurK1JSUrTlZTKDEgsks6RIMLx+/RoPHz4EwJqU+/r6Sh4nAOD774H374ELF4DAQPZJhXYxyObDhw/a5r/i3kXW9P333yMmJkYwtmzZMjg5OckUkW16/PgxoqKiAFBygRC5FSgAvHnDyoi0aMHqJBNCrCeLa7yIjk8/BfbuBV68AGbOBMqUkTsiQnKPuDhg/37a9ZjTWD25QE2ds2bOnDlw1mmbrlar8eWXXyIpKUmWeIqnFVwNCwtDQkKCLDEQAAsXArrlXTQaYOBAwALlqpydnVG3bl3Y29sjLi4OV65cQaqZk6eUWCBZlZ0EQ1RUFK5fvw6ANXCuWLGiZYI8dky45CklBXjyhGZcZPTq1SsArLeBl5eXLDEcO3YM27ZtE4z17dsXTZs2lSUeW8aX1HR3d6dmzoQoQN68ckdASO705g1rv9elC3D0KK1jySpHR+Dzz9l/CSHWtXs3e/z5+gLjxwMPHsgdEZGC1Tax8smF8PBwPH/+XFvDnZinVKlSmDhxIiZPnqwdu3PnDmbMmIFp06ZZPZ6CBQvC2dkZSUlJeP36Nfz9/a0eAwHg5wdMmwaMHZs+FhTExmbOlPxynv9n777jqqr/OI6/7mUvGSIiggMRQXHg3lsbasMytWXaLyuzssyfTRvWr102LCtNG1pmpbkyZ+49cYADVIZMZW/u/f1x5AqCCngv597L5/l43IdwuNzzsfBy73l/v5+PuzsdO3Zk7969pKSkcOzYMdq2bXvd75FgQdyskJAQAKKiogwXjTt27Hjdgcz5+fns3r2bkpISXF1d6dy5s2kGOGdmwn/+U/6Yuzt89pnxzyWqRK/XExsbCyhBuBqDu/Pz85k0aVK5Y56ennz44Ye1Xos1KDvM2cbGRuVqytuyZYtJHrdv374meVwhhBCWa/58yMtTLs798QeEhcHhw7KeRQhhOb7/XvkzMRE++EBpr/j33+rWJG5erYULrVu3xsnJiby8PDZu3Mj48eNr69RW46WXXuLPP/80DDUEePfddxk5ciQdOnSo1Vq0Wi2NGzcmOjqauLg4CRfUNGUK/PYbXL74AijP0vfcAyZoH+Hn50erVq2IiooiOjqaevXqXTMslGBBGEt1AoaSkhL27t1Lfn4+dnZ2dOvWzTAnxuimToVz58ofe/99pYmrUMWlS5fIzc0Fruyyq20ffPABp06dKnfsvffew8fHR5V6LF3pQGxzbInUv39/owdYGo2GYtkrLoQQogydDubNK3+se3cJFoQQluP0adi8ufyxCRPUqUUYV639KrK1taVHjx4AbNq0qbZOa1Xs7OyYP38+tmWmphUXFzN+/HiKiopqvZ7S3uUZGRkVekqLWmRrq8S/ZS+elpTAQw/B5QtsxtaqVStDH/PDhw+TnJxc4T4SLAhjq0qLJL1ez6FDh7h48SIAnTt3xtXV1TQFrV4Nc+eWP9a//5UpcUIVpeGTp6en6f7fX8eBAwd4++23yx3r3r07/7l6h4uokoKCAsOiCnNdza/X641+E0IIIco6ehQuv8QxkJecQghLcumSEoqW8vJSWiQJy1drOxdAWd21ceNGdu3aVZuntSrh4eG8+OKL5S5cHDp0iPfee4/XXnutVmtxd3fH1dWV7Oxs4uLiTNfPXNxYWBi8+iqUaZuFs7MyYNbZ2ein02g0dOzYkW3btpGRkcGePXvo3r073t7egAQLwnSut4OhNFgoPR4WFma6leJpaRXbIbm6KvvVZQmZanQ6HfHx8YA6uxZyc3N54IEHygX+Wq2Wr7/+Gq38XNTIv//+a5gvZY7hwvUWzBQWFvLqq6+yd+9eGjRowH333UfXrl1p2LAher2e5ORk9u7dy2+//UZycjJdu3bl7bffNt1OKyFM5MwZ5dffqVOweLHa1Qhhndq1gwsX4Ndf4YcfoKAAunRRuyrrodPBli2Qng533aV2NUJYpy5dYOdOOH5ced3g6gplRssKC6bR1+LyqG3bttGnTx80Gg0XLlygYcOGtXVqq1JQUECnTp04duyY4ZidnR379++/Yf97Y4uKiiIyMhJnZ2cGDx6sSm9rcVlhIfTsCQcOwEsvKUGDvb1JT5mfn8/27dvJzs7GxsaGnj17YmdnJ8FCNeXl5bF27VoAhg4dilPZId2iUpGRkURFRQHKReTw8HAiIiI4e/YsAMHBwYSGhprm5Hq98q5j+fLyx7/9VpaQqSwxMZHdu3ej0Wi45ZZbcKjlV6uTJk3i66+/LnfspZde4n8mmIFTV0ydOpVPPvmEtm3bcuTIEbXLqTK9Xs+wYcP4559/mDBhArNmzcLFxaXS++bm5jJlyhTmzp3LrbfeyurVq2u5WlGZuLg4wy7d2NhY1dqsmbO4OHjwwfItDiIj4fImQyGECWVmgrzFunkJCTBnDvz0E5w9q4w0jI6WtUJCCPVY4mvQWn3K7NKlC05OTuj1ev6WiR015uDgwPz588utgiwqKmL8+PEUFhbWai2lP+S5ubmGNiRCJfb2sHCh8g7vnXdMHiwAODo60rNnT1xcXCgpKWHnzp1s3bpVggVhcle3SNq0aZMhWAgKCjLscDCJ2bMrBgu33lpxJ4OodaW7Vho0aFDrwcKKFSsqBAudO3fmjTfeqNU6rM22bdsAGDBggMqVVM+8efNYs2YNgwcP5rvvvrtmsADg7OzMt99+y5AhQ/jnn3/49ttva7FSIWquYUM4caL8sfnz1alFiLpG3mIZR2IizJypBAugjFLbskXVkoQQwuLUarjg4OBAz549Adi4cWNtntrqdOnShWnTppU7tn//fl588cVarcPFxQUvLy/gykUdoaJWraBPn1o9pZOTEz179sTR0ZHi4mKKioqwtbWVYEGYXEhICMHBwQBkZ2cD0Lx5c1q3bm26XVSHDilDnMtq0ECZeyI7t1RVVFREYmIicGUmUG1JTEzk0UcfLXfM2dmZhQsXYl8LQa+1KjtvoX///uoWU00LFixAo9EwadKkKn/PU089hV6v54cffjBhZUIYj52dsnOhrB9+AJlHLoSwFOHhSofhsuTXsBBCVE+tb/YqfXMocxdu3htvvFFhde6nn37K0qVLa7WO0t0L8fHx6HS6Wj23MA8lJSUV/t8XyztLYWJ6vb7Cz5lJd29lZsLo0UoLsrJ++AEuDzgX6rlw4QIlJSXY2Njg6+tba+fV6/WMHz+elJSUcsdnzZplCL9EzZj7vIXriYyMBKBJkyZV/p7SUKz0e4WwBOPHK396e8PTTysb+2xs1K1JCCGqSqOBceOufN6mDXTurF49QghhiVQLF06fPk1SUlJtn96qODo6snDhwgqtH8aPH8+ZM2dqrY7GjRuj0WgoKiriwoULtXZeUU1ZWco8BqM/rDK8ubCwEDs7OxwcHCguLmbHjh2kpqYa/XxCgHJB9/Dhw0RHRwPg4eEBKCHngQMHMPo4Ib1euYJy8mT541Onwm23GfdcokbOnz8PQKNGjbC1ta21886ePZs1a9aUO3bXXXfxH2mTddNKZ9G0a9eO+vXrq1xN9eTn5wNKn9SqKr1vaaAihCUIC4NNm5S+5Z9/rgxrlI18QghL8sADSji6bx9ERMBTT6ldkRDWRV7aWr9aDxfKzl2QgXU3r2PHjnz22WfljmVkZHDfffcZ3tiamr29PY0ur9ot7XkuzMyRI8oSjFtuudJQ0ghKg4XSGQu9e/emb9++hhkMu3btIjk52WjnEwKUYOHgwYOcO3cOgMDAQPr27VtuBoPRA4aSkoq7Ezp3BhnUaxaysrJIS0sDoGnTprV23kOHDlVoUdioUSO+++4707XmqkO2bt0KWF5LJFBmvwDMmTOnyt9Tet8WLVqYpCYhTKV/f6VFkhDCuPR6eOgh+PFHyMlRuxrr1aiREo526iThqBDGduoU+PjAhAnKYgRpdmKdaj1ckLkLxjdx4kTuv//+cscOHDjA888/X2s1NGvWDIDU1FRD73NhJubPh27dlBXXqalw551GeXV6dbBQOmPB2dmZXr164erqaggYSi8CC3GzioqK2LVrl2GFb8uWLQkLC0Oj0VQY8mzUgMHWFr78EhYsAEdH8PKCJUtqZXC6uLHSYNvV1bXWVrinpKRw5513VgjyFyxYgLe3d63UYM3y8/M5cuQIYJnhwqhRo9Dr9fzzzz9MmjTpugs+CgoKmDx5MmvWrEGj0TBmzJharFQIIYS52rYNfv5Zadvj66tsopWQQQhhSRYuVLoLz58PAwcqOxyN3WRAqK/WwwWAAQMGADJ3wVg0Gg3ffPNNhfkLX3/9NYsWLaqVGry9vXFxcQFk94JZ0evhr7+g7EWNI0fgkUdu6hn9WsFCKScnJ3r37o27uzt6vZ5Dhw4REREhMznETcnOzmbLli2G3TAhISGEhoaWWyFu0oABlHd3O3YowcLlUFWoq6SkxBA2NWvWrFZ2DBQVFXHvvfcaWjGVmjJlCkOHDjX5+esCS563ADB16lRatWqFXq/nm2++ITAwkClTprBw4ULWrVvH+vXrWbhwIVOmTCEwMJCvv/4agFatWtXq4hAhhBDmq+xg4exs2LULnJ3Vq0cIIapDr1cC0rJ69ZIdQtao9poSl1G6Au3MmTMkJibW6uBFa+Xq6srvv/9Oly5dyMvLMxyfOHEiHTt2rBA8GJtGo6FZs2YcO3aM2NhYQkNDsZFpburTaJRXpd27Q9kBkb//DjNnwowZ1X7IGwULpRwcHOjduzcHDhzgwoULREdHk5WVRefOnbGX1d6impKTk9m3bx9FRUXY2NgQHh5O48aNK71v6fNdVFQUcXFxgNJCzmgXncPDjfM4wigSEhIoKipCq9UaBuKa2nPPPceWLVvKHevVqxfvv/9+rZy/LrDkeQugzMXauHEjw4YN49ChQyQmJvLFF19Uet/SADQ8PJyVK1dWmKUlhBCi7snPV96ylTVunFyUE0JYjuPH4fKIRIOHHlKnFmFaquxcKDt34e+//1ajBKvUpk2bCr19c3JyuPPOOw29qE0pICAArVZLYWEhCQkJJj+fqCJ3d1i+HC4PvDV4/XVlj1o1VDVYKGVra0uXLl0MK8lTUlLYsmULWVlZ1f1biDpKr9dz5swZdu7cSVFREY6OjvTu3fuawUIpk+9gEGYjJiYGgMaNG9dKcDl37lxmz55d7pi/vz9//PGHBKdGtG3bNsAyWyKVatSoEXv37uWzzz4jNDQUvV5f6S00NJTPP/+cPXv2GGZYCWHJ9HrYuxc2bFC7EiEsl0YDX3wBt94KNjbK5w88oHZVdUtRkdLORQhRM23aQGwsfPghtGsHwcHK2EJhfVQJF0ovSoLMXTC2hx9+mP/85z/ljp08eZK77rrL5AOeHRwc8PPzAyD66nhSqKtlS1i8GLRX/ZMfP16ZqlMF1Q0WSpX2wu/SpQs2Njbk5OSwZcsWkpKSavI3EXVISUkJBw8e5OjRowB4enrSr18/PK4Oyq6hxgGDXg8vvwyHD9e0dFFLLl26xKVLl4Ars39MaceOHUyaNKncMUdHR5YuXUrDhg1Nfv66wtLnLZRlY2PD008/zbFjx4iPj2fNmjX88ssvLFq0iDVr1hAfH8+xY8eYPHmy7PgUFi8hAd5+G0JDoWtXkA5fQtScg4OywvfvvyE+XnkrV0sbNOs0vR62b4enngI/P+U5TQhRc40bwwsvKG+td+6U3VfWSpVwAa68WZS5C8b3+eefE35V245t27YxYcIEk/e8DwwMBCA9Pd1wwUeYiaFD4eOPyx8rKoK774Zjx677rTUNFsry8/OjT58+ODk5UVxczK5duzh16pSsJheVys/PZ/v27YZe+gEBAfTq1QtHR8dqPU6NAoYZM+Ddd5WGkCtW1Kh+UTtKdy14eHjg5eVl0nPFxcUxcuRIioqKyh2fO3cunWUJjlFZ+ryFa2nUqBFDhw5l9OjRjBkzhqFDh8pOBWFVoqLgtdeUP0EZ83U5JxRC3ISGDWHUKLWrqBvefRd694avvoLUVPjlF5CxgUIYh4nfrgkVqR4ulM5dEMbj5OTEihUrKrQN+eWXX5hRgx771eHp6YmnpycguxfM0rPPwjPPlD+WkQG33QZXDSYtZYxgoZS7uzv9+vUz9M8+fvw4Bw4coKSkpEaPJ6xTeno6mzdvNgSUYWFhhIeH13hVb7UChi++uLJEKScH7rxTOSbMTkFBAfHx8QA0b97cpOfKycnh7rvvrrDj6oUXXuAB6VFgdJY+b0GIuqpfP/D3L3/s6kGOQghhzu64o/zncXGwdas6tQghhKVQLVzo0qULzs7O6PV6li1bplYZVqtx48asWrUKV1fXcsffeecd5s2bZ9Jzl17kSUhIMKw8FGZCo4FPPlF2K5QVGwtDhsBVF86MGSyUcnBwoGfPnjRt2hRQLvb++++/stNFoNPpiIqKYsuWLeTn52NnZ0ePHj1o0aLFTQ9jrlLAsHixEsCVpdHIHnQzde7cOXQ6Hfb29jecwXEzCgsLGTlyJPv27St3fOjQobz33nsmO29dtulyuz5Lb4lUSqfTsXHjRt555x2efvppHn30US5cuFDuPoWFheTm5srrJmHRtNryPeGbNlVWXAshhKUIC4O2bcsfuzwGSgghxDWoFi7Y29szZMgQAJYvX65WGVatffv2LFmypMJq38cff9ywKtAU/Pz8cHBwQKfTGVpWCDNiY6MsI+vevfzxkyfhllsgPR0wTbBQSqvV0r59e9q2bYtWqyU7O5stW7Zw7Ngx2cVQR2VmZrJ161YiIyPR6/W4ubnRt29ffHx8jHaO6wYMK1YojW2vDhzmzIG77jJaDcI4SkpKDL9fmjZtarJe9SUlJTz88MMVfmcGBQXx66+/So98E0hMTDTMWxg2bJjK1dy8VatW0bJlS4YMGcKMGTP46quvWLBgQYVAfd68ebi5ueHj40NOTo5K1Qpx8x56SNkku2MHxMTA1KlqVySEENXzwAMQEgIzZ8Lp0/DKK2pXJIQQ5k21cAHgjst7zrZt20ZhYaGapVitW2+9la+++qrcsZKSEu69914iIiJMck4bGxvD7oXo6GiKi4tNch5xE5ydlYuprVuXP374MAwbRlZSksmChVIajYbAwED69euHu7s7AKdPny7XDkdYP51Ox8mTJ9m8eTPpl4OtoKAg+vXrV2HnlTFUGjD8/Tfce68yg6SsmTPhsceMXoO4eXFxceTn56PVak3WEkmv1zN58mQWL15c7nj9+vVZsWKFoQWgMK7ffvsNnU6Hm5sb/fr1U7ucmzJ37lzuuOMOYmJi0Ov11K9f/5ot2R599FE8PDzIzs5m6dKltVypEMbTpg189hn06CFDG4WoiYgIpde/UM/zz8Px4/Dqq9CihdrVCGF5PvgA/voLZENu3aFquDBs2DA0Gg1ZWVmsWbNGzVKs2sSJE5k+fXq5Y1lZWQwdOpSo0olrRta8eXNsbGwoKiri7NmzJjmHuEne3rBuHVx1Ya6wRQu2799v0mChrHr16tG3b19CQ0MNzwdbtmzh+PHjsovBypXuVjhx4gQ6nQ5XV1f69OlDmzZtTLoivGzAkL9qFfq774arA+7Jk2WZkpnS6/WcOnUKUAZ9Ozk5meQ8M2bMYM6cOeWOubi48PfffxMSEmKScwpYcXmI+q233oqDg4PK1dTc6dOneeqppwAYOHAgx48fJzk5+Zr3t7e355577kGv15t0d6kQQgjz9uij0KgRjBihDBOWzWy1z85OwlEhaiotTXkbfdddSmvECRMgIUHtqoSpqRouNGzYkG7dugHw559/qlmK1fvf//7HfffdV+5YYmIiAwcO5PTp00Y/n729vWE16ZkzZ+Qisbny84P165U/gaIHHmDjmDEUFBXVSrBQSqvVEhwcTP/+/Q27GE6dOiW7GKzUtXYr9O/fHy8vr1qpISQkhPCLF+n2v/+hvXpJxfjxyrJLeVdhlhISEgxtY4KCgkxyjlmzZvF26WDvy+zt7Vm2bBldunQxyTkF5Ofns2PHDgBGjBihcjU3Z9asWRQVFdGmTRtWr15dpUCqT58+ABw6dMjE1QkhhDBHp0/D3r1QXAwrV8L990u/fyGEZfnjD+U5DCAjQwlJ3dzUrUmYnqrhAlxpjbRhwwaVK7FuWq2WBQsW0KtXr3LHExISGDBgANHR0UY/Z2BgIFqtlvz8fGJjY43++MJIAgNh3ToKn3ySDWPH1nqwUFbpLoaQkBDDLoatW7fKLgYrUvr/tLZ3K1SwahVNnnwS26uCBf2DD8J33ylTKYXZKbtroXHjxiZpnfXTTz/x3HPPlTum1WpZtGgRgwcPNvr5xBUrVqwgNzcXrVbL7bffrnY5N2XDhg1oNBqmTJmCvb19lb6nxeXeC+fPnzdlaUIIIczUVZ0Y8fGBQYPUqUUIIWri11/Lfz58uIQLdYHqV09Kw4XS3tfCdJycnFi1ahWdO3cudzwuLo4BAwYYvX2Rk5MTAQEBgNIe4Fp9hoX6sgIC2HjHHRQUF6sWLJTSarW0atXKsIuh9GLixo0biY2NlZ8jC5Wfn8+RI0fYtGmTarsVDP74A+6+u0ITyPiePTkweTJ6CRbMVnJyMhkZGQC0bNnS6I//+++/M378+ArH58yZwz333GP084nySmcN9O7dm/r166tczc0pXVTRoUOHKn+Pi4sLALm5uaYoSQhV6XQg60SEuL70dCjbEfDee8HWVrVyhBCi2u67Dy5vxgVg7Fj1ahG1R/UrKK1btza0z7l6aKIwPnd3d9auXUt4eHi54+fPn2fgwIFG32FQevEnJyeHBGm0ZpaysrJuPLz55Ek4d65W6yq7i0Gr1ZKbm8uBAwf4999/SUpKkpDBQhQVFXHixAnWr19vGGqq2m4FgB9+UF7xXDW8OfPWW9n//PPEJSYqQ57l58ssle5aaNiwoaGFmrH8+OOPjB49usIuqXfffZfHZLC3yel0OjZu3AhYfkskAM3ltmrVeS5JSUkBUC3cF8LY9Ho4cAD++19lxNeqVWpXJIR5+/BDSE6Gn35SVvuOGaN2RQKUtw3//AP/+Y/S5kUIcW1PPAFbtsD58/Dxx3DbbWpXJGqD6uGCRqMx7F74559/VK6mbvD09GTdunW0b9++3PGYmBgGDBhAfHy80c7l4uJC48aNATh58qRcsDMzVQoWYmNhyBDo1QuOH6/V+kp3MQwaNMiwCyYzM5Ndu3axfft2Ll68WKv1iKorKSnhzJkzrF+/npMnT1JSUoKDgwPt2rVjwIABtb9boVRGhrJ8sqxx46i3YgXBbdoAV3bSyfOVebl48SJpaWmA8XctfP3114wbNw7dVT8bU6dOZfr06UY9l6jc7t27SUpKAq7sarVkfpdnGZ08ebLK37N582YAmjVrZoqShKh1Dz4InTopF0zPn6/YKkEIUVG9esq/nRUryq/+FbVPr4enn1YGbN96K8ybB8uXq12VEJYhIACefx6cnNSuRNQG1cMFuLJCLSIiggsXLqhcTd1Qv3591q9fT1hYWLnjZ86cYcCAAUbdwVB6ESgzM5Pk5GSjPa64OVUKFlJTYehQ5R1hfDz07q3E0LXM2dmZjh07MmDAABo2bAhAWloaW7duZffu3WRmZtZ6TaJyer2e8+fPs2HDBo4ePUphYSG2traEhoYyePBgmjdvjlbNtkPPPAPTpl35/Mkn4fvvwdaWkJAQWrVqBUjAYI5KL9J6eXkZtWXOxx9/zKRJkyocnzRpEh9++KFhBbowrSVLlgAQHBxMcHCwytXcvL59+6LX61m0aFGV7p+amso333yDRqNh4MCBJq5OiNrRs2f5z//6C6TrlxDCUmg0cPYsXF7bAlSciyGEEMJMwoW+ffvi7u6OTqeT1ki1yNvbmw0bNtC6detyx0+dOkWPHj04evSoUc7j7u5uuCBc2tJCqKtKwQLA1KkQGXnl80uXlF0MCxfWXrFl1KtXj+7du9O7d2/DyvfExEQ2bdrEwYMHycvLU6UuoYQKFy5cKPf/QqvV0qJFC4YMGUJwcDC25tI09r334IEHlJBh9uxyw5slYDBPmZmZhlXtxrrwrNfreeutt3jhhRcqfG3atGl8+eWXEizUotLdq9awawFg4sSJAKxevZr58+df975xcXHcfvvtpKamYmNjY/heISzdqFHlfsWSmwsbNqhXjxBCVNfo0eU/X7tWeUsshBDiCrMIF+zs7LjtciOuFStWqFxN3eLj48OGDRsMF9NKxcfH06dPH7YYaZV66e6FtLQ0Q09hoY4qBwsAn34K3buXP1ZYqOzVfestZa+oCurXr0/v3r3p1q0bbm5ugDI3ZP369Rw8eNAw8FWYXklJCbGxsWzevJk9e/aQlZUFQJMmTRg0aBBhYWHY29urXOVVtFpl9sIHHyhLkq4iAYP5ibwcctarVw8fH5+bfjy9Xs+LL77I66+/XuFrb775Ju+//74EC7Xo7NmznDhxArCecKFLly488cQT6PV6/vOf/zBq1Ch+++03w9ePHDnC4sWLefTRR2nVqhX79+9Ho9EwdepUgoKCVKxcCOPx8YH+/SEoCF56SZm/MHy42lUJIUTV3XHHlSHbXbvCu++WD02FEEKARm8mV0wWLVrEAw88gJOTE6mpqTg7O6tdUp2SkJDA4MGDDW/uSzk4OLBo0SJGjhx50+fYsWMHKSkpeHh40LdvX7lwo4JqBQulcnJg7Fil8efVRo9Wmk+6uJim4CrQ6/XExsYSGRlZbueCt7c3gYGB+Pr6mv3PWl5eHmvXrgVg6NChOFlAY8L8/HzOnj3L2bNnKSgoMBz39fUlNDRU/YGku3cre5hvv73GDxEZGUlUVBQA/v7+dOzY0ex/lqzRpUuXDEF3ly5dDL3sa6qkpIRnnnmGr776qsLXPvroI6ZOnXpTjy+q74MPPmD69Ol4eXmRlJRkPrucblJJSQkTJkzgp59+uu5zR+lL8UceeYR58+bJ84yZiIuLM8x7io2Nxd/fX+WKLFN6Ori7V5rlCyGERfjjD+jYURlML4SoKCsLbGxALuMahyW+BjWbzPW2227DxsaGvLw8Vq5cqXY5dY6fnx/btm2j51XNUQsKCrj33nv5+uuvb/ocoaGhAKSnp8tsDRXUKFgAJThYuhSefbbi1xYvVhrqxsQYv+Aq0mg0hlXy4eHhuLu7A0r/6j179hgGCufn56tWo7XQ6/Wkpqayf/9+1q1bR1RUFAUFBWi1WgICAujXrx/dunVTP1j46Sfo108JvyIiavwwsoNBfXq9nuOXB8l7enrSqFGjm3q8rKws7rzzzkqDha+//lqCBZWUvu4bNmyY1QQLADY2Nvzwww8sWbKE8PBw9Hp9pbfWrVuzaNEivv/+ewkWhNXx8JBgQYjrOXwYBg2Cb79Vxt0J83PPPRIsCHE9336r7FYcPRp+/13mK9VFZrNzAWDgwIFs2rSJ0aNH8+uvv6pdTp2Ul5fHmDFjWL58eYWvvfbaa7z55ps39cZ37969JCQk4OLiwsCBA9Ud7FqH1DhYuNoXX8CUKaDTlT/u5QW//qrMY1CZXq8nLS2N6OjociGWRqOhYcOGNGvWDB8fH7O6gGPuOxcKCgqIjY3l3LlzZGdnG447ODjQrFkzmjVrhqOjo4oVXlZQoPx8zplz5VjTprBnj/Jqp4ZkB4N6kpOT2blzJwC9evXC29u7xo917tw5RowYQcRVgZNWq2X+/Pk8/PDDN1WrqJns7Gzq169PYWEhS5Ys4d5771W7JJNJSEhg3759JCcnU1JSQv369QkPD6dFixZqlyYqYYmrxoQQlueVV+B//1M+trGBRx6BuXNVLUkIIaqle3elcUCpxx5TAgdRM5b4GtSsloeNGDGCTZs2sXHjRnQ6nVx4VoGTkxN//PEHkyZN4rvvviv3tZkzZxIfH8/XX39d4x7qoaGhXLhwgZycHM6fP0+zZs2MULW4HqMFCwBPPw0tWsD990PZuQYXL8Ktt8KMGfDqq8orY5VoNBq8vb3x9vYmNzeXs2fPcv78eQoKCkhMTCQxMREnJyf8/Pzw9fXFy8tLnmsqUVBQQFJSEhcuXCApKanciv369evTtGlT/Pz8sFHx/3U5584pkyP37q14/KOPlPkKNRQSEgJAVFQUcXFxABIw1IKyuxZ8fHxuKljYvXs3d955p2EodCl7e3sWLlxo1Re0zd3SpUspLCzEzs6OoUOHql2OSfn5+VnNTAkhhBDG8eefVz4uKVHWbAkhhKU4f758sABghK7qwsKY1RW1O++8E4CUlBTWrVuncjV1l62tLd98802lgy6///57BgwYUOO2Rq6urjRt2hRQVgMXFxffVK3i+owaLJS6/XZlJfjlNlcGOh288QYMHQpm0vbK2dmZ1q1bM3ToULp27UrDhg0BZafAmTNn2L59O2vWrGH//v3Ex8dTVFSkcsXq0ev1ZGZmcurUKbZu3cqaNWs4ePAgiYmJ6PV67O3tCQoKYuDAgfTu3ZuAgADzCRZWroROnSoGCwBPPQXvvHPTp5AWSbUvPj7eMJy9devWNX6cxYsX069fvwrBgre3Nxs2bJBgQWW//PILoOxeVb2lmhBCCFGLTpyAyMjyx+RliRDCkuzaVX7Iuaen0upN1C1mFS4EBgbSrVs3AObPn69yNXWbRqPhjTfeYM6cORVWde/YsYNOnTqxY8eOGj12cHAwNjY2FBQUEKNir35rZ5JgoVRwsBJP33VXxa9t3AirVhnnPEai1Wpp1KgR3bt3Z+jQobRu3Rqvy8uCioqKiIuLY9++ffz9999s376dM2fOkJOTo3LVpqfT6UhJSSEiIoINGzawadMmjh8/zsWLFwGws7PD39+fLl26cMstt9CmTRvc3NxUrrqMvDyYPBlGjFCGN5fl5AQ//ghffgl2dkY5nQQMtUen03HixAlAaUVVOkulOvR6PW+99RZjxowpN3QclF10u3fvpnfv3kapV9RMRkYGmzZtAuD+++9XuRrjGjhwIAMHDmTChAnl2sldz9mzZxk4cCCD5B2ZsGI6HWzfrvyKFqKuCwiAX35RNt+6uIC/P3TurHZVoioKCyExUe0qhFDfffcpa0vnzFFChXvvNdrbb2FBzGrmAsCXX37J008/Tb169UhOTsbBwUHtkuq8ZcuWMXbs2AoDce3s7Pj88895/PHHq90e5Pjx45w6dQo7OzsGDx5c4zZLonImDRbK0umUdjOvvqrs4wXl1fHixRYxva+09U9iYqKhB3ZZbm5u+Pj44OHhgYeHBy4uLiZphVNbMxeKi4vJzMwkPT2dixcvkpSUVGH3kIuLC76+vubfMioiAsaOhWPHKn4tKEjZY962rUlOLTMYTC8mJoYjR46g0WgYNGgQLi4u1fr+7OxsJk6caFgVX9aQIUP47bff8PDwMFK1oqa++OILnnnmGZycnEhKSjKv8PImabVaw/NC69atWb58Oc1vMA3y2LFjtG3bFo1GU+H3kah9ltjv1pzFxysvGf/4Q/nY1RWSk5W1AEIIZc3M6dMme/kqjCA3F/75R3mbsWKFciH1jz/UrkoI86LXW8SlILNmia9BzS5cSE5Oxs/Pj5KSEn766ScefPBBtUsSwKFDh7j77rs5e/Zsha9NmDCB2bNnV2uga1FREevWraOoqIigoCDatGljxGrrtloLFsratk250GtvDwcOQA1WGautpKSE1NRUw1yGq8M0UFqGeXh44O7ubtTAwRThQnFxMRkZGaSnpxv+zMrKqvS+Xl5ehkDB1dXVvC+UFxfDxx/D668rA5yvNnIkfP+9yX8GJWAwneLiYtavX09BQQHNmzenXbt21fr+o0ePMmrUKCKv7jMAPPnkk3z++efY2prVyKk6q1evXuzYsYMxY8ZUGgRZstJwofRldv369fn999/p16/fNb9HwgXzYolv7MxZYiL4+SkXHUotXVr5JlghhDBH8+fDhAlXPndygtRUcHZWryYhhPWxxNegZvfu2sfHh1tuuYXVq1dLuGBGOnTowL59+xgzZgzr168v97Xvv/+eiIgI/vjjD8M/gBuxs7MjODiYY8eOER0dTWBgoMlWa9clqgQLAL17w8GDyhK0a13U1euV/aNmuhvJxsaGhg0b0rBhQ9q1a0dGRgaJiYlcvHiR9PR0ioqKKC4uJjU1ldTUVMP32draGsIGV1dXHBwccHR0xNHREQcHB5Ou/C8qKqKgoID8/HzDLSMjg4yMjGsGCaDMPnF3d8fHx4eGDRtazg6xEyfgkUeUmR9Xc3KCWbPgscdqZamEDHk2nTNnzlBQUICNjQ3BwcFV/j69Xs/333/P5MmTK4SDWq2WWbNmMXnyZPl/ZCZiY2PZtWsXgFW/1nvttdf46KOPSEtLY+jQoXzxxRdMnDhR7bKEqHW+vtC3L2zefOWYhAtCCEsyYgTY2FzZsJ+XB2vWyPBaIYQwu3AB4IEHHmD16tX8+++/XLx40dAbXairfv36rFmzhldeeYX333+/3Nf27t1Lp06dWLBgAbfffnuVHq958+ZER0eTl5fHsWPH6CwNJm+KasFCKW9v5XYtCxYo++HnzoVevWqtrJrQaDSGnQmgXLTMy8sjPT3dcMvIyKCwsJDi4mLS0tJIu7rn/2WlYcPVoYOtrS0ajQatVltukHRycjJ2dnbodDr0ej06nY7CwsIKIUJ+fn6VVra6uroa/i7u7u64u7tjZ4lNEIuLlWHileyeon17pWHt1UPGTUwCBuPLzc3l1KlTAAQFBVV5R1x2djZPPPEECxcurPA1Nzc3fv311yr/bhK1Y+7cueh0Ory9vRk6dKja5ZjM6NGjGTFiBHfffTfx8fE8+eSTHD16lFmzZplv2zkhTOSee66ECyEh0Lq1uvUIIUR1eHtDv37KiMFShw5JuCCEEGYZLtx55524uLiQk5PDDz/8wHPPPad2SeIyGxsb3nvvPTp16sT48ePLDb1NSUlh2LBhTJo0iQ8//BDnG+wPtLGxoU2bNuzbt4/4+HiaNm1KgwYNTP1XsEqqBws3kpgIzz8P6enKLodJk+Ddd8GcarwOjUaDs7Mzzs7O+Pn5AeUDh9K2Q3l5eeTn55cLCwoKCioMk72eQ4cO1ai+0vDi6jDBatq/2NoqOxPKLnHUaJSfq3feUW1HjAQMxnXs2DFKSkpwcnIiKCioSt9z5MgRRo0axcmTJyt8rWPHjvz222+0aNHC2KWKm/T7778DysV3iww8q6Fz587s3r2bu+66i3379jF79myioqJYvHixzP4QdcrIkZCdDXffrYQLQghhae67T9mQP3Kk8rbEArqVCCGEyZndzIVSDz30ED///DNdu3Zl9+7dapcjKnH06FHuvvtuTp8+XeFrrVq14ueff77hbgS9Xs+OHTtITU3F1dWVAQMGyEq+ajL7YAGUV2FLlpQ/1rChspPhwQfByv6fl5SUVLrTID8/33C8pKQEvV5v2J1QGkDY29sbenWX/luwt7cvt+uh9OPSm729fd25mP3gg7BwIQQHK41Pe/ZUuyJAZjAYQ3JyMjt37gSgS5cuhiDvWvR6Pd999x3PPvtspTNSnn76aT788EPLaftVhxw6dIjw8HAAduzYQY8ePVSuyPhKn8cjIiJofXl5dn5+PuPHj2fx4sVoNBpatmzJihUraNmyJSAzF8yNJfa7FUJYhuPHoX595e2QEEJYovffh2bN4LbbLGbNqMWwxNegZruk9cEHH+Tnn39m3759nD17lmbNmqldkrhKWFgYe/fuZdy4cSxfvrzc16KioujRowdvvvkm06dPx8bGptLH0Gg0tGvXjk2bNpGdnU10dHSVV6sKCwkWsrIgOrri8aQkGDcOvvkGvvwSLl9osgY2NjaGnQ5VUXagc//+/ev2/JHiYmV2x7UuLH/+OQQGwksvKXMWzITsYLg5JSUlHDlyBIAGDRrQqFGj694/Pj6eJ554gpUrV1b4mru7O/PmzeOee+4xSa3i5s2bNw+AwMBAunfvrnI1tcfR0ZFffvmF1q1b88Ybb3Dq1Cm6devG4sWLGTJkiNrlCSGEqCXPPKO01unTR1kBf999cIOXPkIIYTYyM2HGDGWkpr09DB6svE2XzeJ1l9kuFx40aBA+Pj7odDrmzp2rdjniGjw8PFi2bBnffPNNhQupxcXFvPLKK/Tr14+YmJhrPoabm5uhZUVkZCR5eXkmrdlaWESwAODmBrt2wccfV34xeMcO6NxZGcSbkFD79QnzsWYNtGun9EvQ6Sq/j5cXvPWWWQULpUJCQmjVqhWgrDY4cOAAZro50OycOXOGnJwcNBqNYeV2ZUqHNrdp06bSYKFz584cOHBAggUzptPp+PPPPwFlxlZdDOBee+01fvvtN5ycnEhPT2fYsGF8/vnnapclhBCiFqSlwb//Kq11tmyBKVOUt0NCCGEp/v5bCRZA+XPduuuP3xTWz2zDBVtbW8aOHQvAkqvbqQizotFomDhxIgcPHqRLly4Vvr59+3bat2/Pd999h+4aFwyDg4NxdHSkpKSEY8eOmbpki2cxwUIpW1ulN/7RozB8eMWv63TKoOegIHjtNSUKF3XHwYNw663KnsoTJ2DPHmVAswWSgKH6cnNzDfMSgoKCcHNzq/R+58+f59Zbb+XRRx8lIyOjwtefffZZtm3bRmBgoEnrFTdn/fr1JFwOkh944AGVq1HPPffcw9atWwkICKC4uJjnnnuOKVOm1Nr5z58/zwsvvEBoaCguLi54eXnRtWtXPvroI3Jzc412nl9//ZVbbrmFRo0a4ejoSLNmzXjooYfYtWtXjR/zq6++QqPRGG4LFiwwWr1CCGFqK1ZA2c53Tk7Ky2AhhLAUS5eW/3zgQHB3V6cWYR7MNlyAK286T548yf79+1WuRtxIcHAw27dvZ8aMGRXmJmRlZTFx4kT69u3L0aNHK3yvnZ0dYWFhgNLuIiUlpVZqtkQWFyyUFRiovKJesaLyPXN5efD220rI8NlnyufCekVGKvvAO3aEf/4p/7UXXwQjXuCqTRIwVE/ZIc7BwcEVvq7T6ZgzZw5t2rQxtA8rq2HDhvz111/MmjVL5itYgNILwZ07dzb8O6mrwsPD2b17N127dkWv17Nx48ZaOe+qVato164dH3/8MZGRkeTm5nLp0iX27t3LtGnT6NixI9GVtTOshvz8fEaMGMHYsWNZu3YtiYmJFBQUcO7cOX7++Wd69erFzJkzq/24CQkJvPTSSzdVmzA/19qsKIQ1Sk0FV9crn996K7i4qFePEEJU17BhynOXnZ3y+d13q1uPUJ9ZhwudO3c2XGiQ1kiWwc7OjjfffPOaq0e3b99OeHg406dPJycnp9zX/Pz88L68lyoiIuKauxzqMosOFsoaPlzZxfD221DZXIKUFGWPcMuWsovBGp0+DRMmQJs2FQd9l/LxgcTE2q3LiCRgqJrk5GTDKvawsDBsbcuPgoqOjmbw4ME8+eSTZGdnV/j+hx56iOPHj3PHHXfUSr3i5hQUFLB69WpAma0lwNfXl82bN3P//ffXynPE4cOHue+++8jIyMDV1ZV33nmHHTt2sGHDBh577DFAmR0zbNiwSv/NVdWjjz5qaF02YMAAli1bxp49e5g3bx4tWrRAp9MxY8aMar++nzx5MpmZmfj4+NS4NmEeioqUNgpPPgn+/srGRSHqghdeUN7qrFgB48eD/Dq0bDk58Mcf8NRTSqsrIeqChx5SWiOlpMCiRRIuCDMPFzQajeHN57Jly+RiswXp0aMHhw4dYsKECRW+VlxczAcffFChZ3bZXttZWVk3vWrO2lhNsFDK0RFeeUW50DxxImgreTrq2RMs+e8oyjt6FO6/H1q1gvnzK1+q6OurfG3vXmWniwWTgOH6rjfEOScnhxkzZtCmTRs2bdpU4Xv9/PxYsWIFP/74I15eXrVWs7g5f/zxBxkZGdjY2DBmzBi1yzGpmJgYoqOjK92NczUHBwd+/vln5s2bx+uvv86MGTNMVteUKVPIzc3F1taWtWvX8vLLL9OjRw8GDhzIt99+ywcffAAoM7A++eSTGp1j8+bNLFq0CIARI0awbt067rzzTrp06cKECRPYtWsXTZo0AeC///0v6enpVXrcv/76i6VLl9KgQQOmT59eo9qE+ejUCYYOhTlz4MKFii0WhLBmjo7KWqvvv1cGOgvLk5Oj/L9r0ADuvRe++kp5+yJEXeLuDmPHKusCRd1m1uECwP333w9AYmJipe0QhPlyc3Nj3rx5rFmzptJdDOfOnWPEiBGMHDmSuLg4AOrVq1duuPPVuxvqKqsLFspq1Ai++QYiImDEiCvHNRow4QUWUUv0eti6Fe66C9q2VWYpVBYqeHjAu+8qYdMjj1QeNlkgCRiu7dSpUxWGOOv1en799VdCQkKYOXMm+fn5Fb7v0Ucf5dixYwyvbH6LMGs//fQTAIMHD6Zhw4YqV2NaTZs2pWnTphV241zP+PHjef3113n99ddNUtPevXv5999/AeXfUY8ePSrcZ+rUqYSGhgIwa9YsioqKqn2e0oDCxsaGr776Chsbm3Jf9/b25v333wfg0qVLzJs374aPmZWVxeTJkwH46KOPJFS0An37lv9cwgUhhCVxdoZjx8p38f3zT/XqEUIINZn91ZsWLVoY3vxIayTLdMstt3D06FFeffVV7EqbspWxdOlSQkNDefvtt8nJySE4OBgnJydKSko4dOhQnb8QZ9XBQlmtW8Py5bBtGwwZAqNGweU5HBXk5sIzz8Dhw7Vbo6ie1FTo3Fm5gvDXX5Xfx9lZ2cESE6PMWbDCprMSMFSUkZFhGOLcsmVL3NzcOHDgAH379mXs2LGGwLmsJk2a8M8//zB37lw8PDxquWJxs1JTUw27UKQlkjqWLVtm+Hj8+PGV3ker1fLwww8DyoX/0jCiqrKzs9mwYQMAQ4YMwd/fv9L7jRw50vBa5s8qXI156aWXiIuLo3///ob6hGW7uoXCvn1wuUueEEKYPY2m4q6TP/6Q1khCiLrJ7MMFgEceeQSA1atXc/HiRXWLETXi5OTEzJkzOXLkCP3796/w9ezsbF577TVatmzJggULDMOdU1NTOXv2bO0Wa0bqTLBQVq9esHYt/PDDte8zfz588QV06AC9eyuN/goKaq1EUUX160NJSeVfc3WF//4XoqOV2RtWfrFYAoYrdDqd4e9fr149PD09eeyxx+jcuTPbtm2rcH8bGxsmT55MREQEQ4cOVaFiYQxfffUVBQUFuLm5cdddd6ldTp20detWAFxcXOjUqdM179evXz/Dx5X9m7yePXv2UHD593HZx7mavb093bt3N3zP9XZI7N69m6+//hp7e3u+/vrratUjzFffvuDlBV27KhsXIyPBz0/tqoQQoupKwwUbGxg0CJ577tpvfYQQwppVfa+2isaOHcvUqVPJzs5mzpw5vPzyy2qXJGooJCSEjRs38tNPPzF16lRSU1PLff3ChQtMnDiRkJAQJk6cSPPmzTl27Bg+Pj64WOGK5uupk8FCWY6OlR8vKYGyfaC3b1duU6Yok4XGj7/2jgdRuzQa5f9L2RWyXl7w7LMwebLycR0SEhICKMNSS1fmd+zYEY1Go2ZZte7kyZNkZmZSUFDAli1buPvuu8nIyKj0voMGDWLWrFmGwFlYJp1Oxw+XA+OHHnoIV1dXlSsyntLZUhqNplx7n8pmTlXV1Y9lLCcuT8wNCgq6brum0ueqst9T3XNc/TjXOs/atWspLi7m1KlTtG7dusJ9ioqKeOyxx9DpdEybNu2Gjyksh52dsmmxLr20FUJYl86d4eef4dZblTVVQlgzvR6ys8HNTe1KhDmyiHDBzc2NBx98kDlz5rBgwQJefPFFtFbSj7su0mg0PPzwwwwbNowXX3yRefPmVVjBGxkZyfPPP0+bNm146KGH8PT0pGfPnnXmIlydDxau588/ldXuV0tJUUKHTz5RpgSOHw+jR4O3d+3XWBfo9bB7NyxcCIcOwZYtSphwtTFjYPp0pd3RM8/Ao4/W6VckdT1gyMjIICIigr///pvly5eTlpZW6f2aN2/OJ598wp133lln/ttYs3Xr1hF9+Xn78ccfV7ka41qwYIHhZ7RsIFD2eHXo9XqThAv5+fmGBR3XalVUytPTExcXF3JycoiNja3Wecre/0bnCQgIKPd9lYULH374IREREQQGBvLKK69Uq5Ybqaz9WlkXLlww6vlERfLSVtQVRUVwxx1K59eRI6FZM7UrEsag0cADD6hdhRC14/Bh6NYNBg9WWhvecYcMchZXWES4APDEE08wZ84cTp06xcaNGxk8eLDaJYmbVL9+fb777jsmT57M9OnT+eeffyrc59ixY7z44ot0796dV155pU4M8JRg4Qb69IE33lCGQF/rjf/+/crt2WeVPaqjRysDhevYSnmj0+vhyBGloeiiRXDmzJWvbdkClbXAcHRUvhYUpOwZFnU2YMjNzeXVV19l4cKFXLp0qdL7uLi48Morr/Dcc8/heK3dS8LifPHFFwD07NmTdu3aqVyNcTVp0qTSf7vXOq6WrKwsw8dV2TlSGi5kZ2eb7Dxld6RWdp7Tp08zc+ZMAGbPno2Tk1O1armRsuGGEEKY0pYtsGaNcps6FTp2hK1bldFjQghhCZYuhcJCWL1aub3/Ppw6pXZVwlxYTLjQvn17unXrxu7du/nyyy8lXLAi7du3Z82aNWzYsIH//ve/HDhwoMJ9du3axYgRIxg6dCivvvoqffr0UaFS05NgoQp8feH11+Hll2HZMpg9GzZvrvy+JSXK/Ia1a+Hxx5WYffZsCAys1ZItmk4HO3cqryaWLq181wjAt99WHi4AXJ41IK6oSwFDQUEB8+bN46233iIpKema93vooYd49913ady4cS1WJ0wtMTGRdevWAda3awG45lwoc5sXlZ+fb/jY3t7+hvd3cHAAIC8vz2TnKT3Htc7zxBNPkJ+fz6hRo7j11lurVYcQQpiTv/4q/7lGI8GCEMKy/Pln+c/vuEOdOoR5sqjeQk888QQAf//9NykpKSpXI4xt0KBB7N27l0WLFtG8efNK77N27Vr69u1Lnz59WL16tVUNRJVgoZrs7GDUKPj3XzhxQmm906jRte9fXAzr10ubpKq4cEEZqH3//cpex9694eOPrx0sgLKb4Rp980XlrH3Ic3Z2NrNnz6Zly5Y89dRT1wwWhg0bxt69e/nxxx8lWLBCX375JYWFhXh6ejJq1Ci1y6mzyu4EKiwsvOH9S4cyV3e3QHXOU3qOys6zYMECNmzYQL169Zg1a1a1aqiq2NjY69727NljkvMKIeoWvb5iuHD33erUIoQQNZGYCFFR5Y/J85goy6LChfvuuw93d3cKCwv58ssv1S5HmIBWq2Xs2LGcOHGCWbNmUf8ak5G2bdvGsGHDCA8PZ/HixZSUlNRypcYlwcJNCgmB996D8+fh77/hvvugsgsi/fpdu8Hv2rXK3r49e5T9fnXRZ59B+/bg5wePPAK//ALX6Ilv0LKl0qYqIgLc3WujSqtijQFDbGws06dPJyAggMmTJ1+zZ/stt9zCrl27WLlyJZ07d67lKkVt0Ol0/PTTTwCMGzfO6G1tRNW5lZl1U5VWRzk5OUDVWijV9Dyl57j6PCkpKbzwwgsAzJw5Ez8/v2rVUFX+/v7XvTW63oIFYRKFhcrLsUo2MQthsXQ65SX2+PHQoIFyTFb8Wre8PCizkU8Ii+frq4y4XLRIWd/ZogX06KF2VcKcWExbJABnZ2fGjRvH559/zoIFC3j99ddlsLOVcnBw4Nlnn+WRRx7hyy+/ZNasWYZBhGUdPnyYMWPGEBQUxOTJkxk3bhweHh61X/BNkGDBiGxt4dZblVt2NqxaBb/9pjQFzM+H683s+OEH5bclKHMCOnVSfmP26AGdO0NAQOUDiy1NScm1Zx/ExyszFW6kaVNlGt3Yscp/G2v476Iia2mRtGfPHj799FOWLFly3cB30KBBvPnmm/Tq1asWqxNqWLZsGefPnwessyWSJXF0dMTb25vU1NQbDjK+dOmS4cJ/decSlB3iHBcXd93gsGzwWPY8c+fOJS0tDQ8PD+rXr8+vv/5a4Xt3795d7uPSHRMDBw7ER6YLWpytW5VRWitXKpsgH3gAfv5Z7aqEMA4bG2X02113KS/D9+2DsDC1qxLGlpysvPVcvlwJSb/5Bh58UO2qhDAed3fl7f/YsUpoKpdiRVkWFS4APPnkk3z++eecP3+epUuXcs8996hdkjAhd3d3w3DPb775hnfffbfSllinT59mypQpvPTSS4wdO5YnnniCLl26qFBx9UiwYEKursog59GjIStLCRiudTFTr4eNG698np8P27crt1Kensqq/g4doF07ZY5Aq1Zwjd01qtPplJ0cx47B0aNX/kxLg7NnKw8E+vaFDz+s/PHatFH2Po4cqfw3sLAL3+bOUgOG4uJili1bxqeffsqOHTuue9/OnTvz0Ucf0e9aszmE1Skd5Dxo0CDDz7hQT2hoKFu3buX06dMUFxdja1v524DIyMhy31MdrVu3rvRxrnceW1tbgoKCDMdL2yWlp6fzYBWuzMyZM4c5c+YAsGnTJgkXLNCRI7Bw4ZXPV65UdjFUYTyIEBbFxga6dVO7CmEKjz2mBAulli+XcEFYLwkWxNUsLlwICQlhyJAhrFu3js8//1zChTrC2dmZ5557jgceeIB33nmHP/74g/j4+Ar3y8vL4/vvv+f777+nU6dOPPnkk4wdOxZnM5yYJcFCLXJzU0KGazlxQmkkeD2XLinzHf79t/zx+vXhzTfhqacq/76iImU+hLFlZyuzERITlT/j45WZCDExV/681n7c+Hgos7rUoFcvJTTQ65X2UYMGwS23KLdmzYz/dxDlWFLAcOrUKRYsWMCPP/54w1XQnTt35uGHH+app56S3YZ1SGRkJFu2bAFg8uTJKldjOoGBgUZ/TI1Gw5kzZ4z+uL1792br1q3k5OSwf/9+ul3jCtfmzZsNH1d3h1GXLl2wt7ensLCQzZs38+KLL1Z6v8LCQnbt2lXue0TdddddUPZpIiNDebk1dKhaFQkhRPXccUf5cGHNGigoAAcH9WoSQojaotFbYHPnFXK+NjIAAMr7SURBVCtWcMcdd6DVajl69Gi1V1UJy3bmzBkOHz7M7t27+fvvv4mIiLju/d3d3Rk3bhwTJkygXbt2ZnGhToIFM3P6NHz6KWzapAQN1TVvHkyYUO6QXq8nNzubVA8P0pycSHVzI9PZmRw7O3JsbcnWasnVainWainS6UjPykKH0q/aQavFQa/HYcAAHPz9cXJywt3dHQ8PD9zd3XGPjaX+2LE0oIYJ8dKlyjv5ynzzjbJLoVs304Qi4oYiIyOJujwxy9/f32wChqysLJYsWcL8+fPZtm3bde/r7OzMLbfcwuDBg2nevDkDBgwoN+hVWL/HHnuMuXPn0qRJE6Kjo7G5Vjs2C2eKwEyj0ZhkltSePXsMgcLjjz9uWO1flk6nIywsjBMnTuDh4UFycjJ21fxdcPvtt/P3339ja2tLTExMuVZJpX799VfGjh0LwAcffMC0adOqdY4FCxYwfvx4AObPn88jjzxSre+viri4OEO7ptjY2Er/HsJ4unVTxl6B0ply5ky47TZ1axJCiKpKSoJGjZQ1WqCs7N6+Hbp3V7cuIYTlscTXoBa3cwGUNy3NmjXj7NmzfPTRR8ybN0/tkkQtCgwMJDU1lZ49e9KnTx9sbGxYsGABf/75J8XFxRXun5GRweeff87nn39OaGgo999/P2PHjqVFixYqVC/BglkKCoLZs5WPL16E3bth507ltnevsoTuKrnAGeA0EH3gAPFHjxIfH09cXBzx8fEkJSWRX7pzICdHuVXXoUPX/bIG8AYaAr5AY6Ap0KTMn82ACutB9+27drggfdFVZ047GPR6PVu3bmX+/PksWbKk3ADWyjRu3Jinn36afv36kZSUBECnTp0kWKhjsrOz+e233wCYNGmS1QYLoAyqthRdu3alT58+bN26lXnz5jFu3Dh6XDWN7+OPP+bE5ZD92WefrRAslL2o//rrr/PGG29UOM8LL7zA33//TXFxMU899RR//vlnuZ+B1NRUpk+fDoCHhwf/+c9/jPnXFBbqhReUl2DDh0PjxmpXI4QQ1dOwobLp291d2cVw++3g7a12VUIIUTssMlywsbHhqaeeYtq0aSxZsoTPPvsMV1dXtcsStUSj0RAeHs6///5LXl4erq6uLFq0iJSUFObNm8e3335rGCB5tRMnTvDaa6/x2muv0bVrV+6//35Gjx6Nr69vrdQuwYIF8PJSlsrddhs5OTmcPnWK0zt3cnrXLk5FRHA6NpbT6enElw2ySoOJWqYHUi7fjl7jPlqguaMjrRo0oFWLFrQKD6dVjx4EJyTQqFEjs1gRLypSM2DQ6XTs2bOHP//8k99//52YmJgbfk/Xrl2ZMmUK9957L+np6Yb5Cy1btpT+53XQN998Q2ZmJo6OjlZ/4Xj+/Plql1Atn332Gb169SIvL4+hQ4fy8ssvM2DAAPLy8vj111/59ttvAQgODmbq1Kk1OsfAgQMZM2YMv/76K8uXL2fIkCFMmTIFPz8/IiIieOeddwyv09577z08PT2N9vcTlmvUKLUrEMK48vIgNRXKzKsXVm7tWhlLJ6zL/v3K2Mbbb4cGDdSuRpgzi2yLBHDx4kX8/f3Jy8ur0XZqYfkuXrzItm3b0Ov1BAYG0rZtWwBKSkpYvXo1X3/9NWvWrOFGP+JarZaBAwcyatQohg0bRmMTLZeSYMF85eXlERkZydGjR8vdrhVSWQs3NzeCg4Np1aoVoaGhhIWF0aZNGwIDA616pbElqa0WScXFxWzbto0//viDpUuXVjrT5mre3t48+OCDjB8/nnbt2gHKINZNmzZRUFCAl5cXvXr1kjkLdYxOpyMkJIRTp04xfvx4vv/+e7VLEldZsWIFDz74IJmZmZV+PTg4mFWrVpUbslyqKjsXQPm9eu+997J69epKv67Vannttdeu+f03Im2RhBDm7s8/4Z57IDxcWcl+553Kx0IIYSmefBLmzFFCs+7dlTGTDzygdlXWzxJfg1rkzgUALy8vHnjgAebOncs333zD1KlT5QJGHePl5UVoaCjHjx8nOjoab29vGjVqhI2NDSNGjGDEiBHExMTw3XffsXDhwmteKNbpdKxfv57169cD0KFDB4YPH86wYcPo0qWLUS6ySrBgHoqLizl16lSFEOH06dPodDqTndfGxob6rq54ODriam+Pi40NLjY2OGs02F8eoFyQm4sWcHZyokSrpUCvp7BxYwocHMjJySEjI8Nwu9YFoerKyspi//797N+/v9xxR0dHWrdubQgbwsLCCAsLIyAgQHY61DJT7mDIy8vj33//5c8//2TZsmWkpqbe8HtsbGy47bbbGD9+PMOHDy83hFWv13PgwAEKCgqws7OjU6dO8nu5Dlq7di2nTp0CrHuQsyUbMWIER44c4bPPPmPVqlXExcVhb29PUFAQo0aNYvLkyTg7O9/UOZycnFi1ahWLFi1iwYIFHD58mPT0dBo2bEifPn2YPHlyhZZMQghhTUqH+x48qNy2b4d169StSQghqkqvh5Urr3y8c6cSkgpRGYvduQBw5MgR2rdvDyiD4UaPHq1yRaK26fV6du3aZRg42L9//0rfEOt0Onbu3MmiRYv47bffqnQRDaBBgwbcdtttDB8+nKFDh+Lu7l7tGiVYqH16vZ4LFy4QERHBkSNHiIiIICIiguPHj1NYWGjUczVu3JigoCACAgJo3Lix4ebn50eDBg2oX78+7u7u170YnJeXx9q1awEYOnQoTk5O1z1nSUkJaWlpJCYmkpSURFJSEhcuXCA2NpZz585x7tw5zp8/z6VLl4z6d3VzcysXNpR+3LBhQwkdTMwYOxh0Oh2HDh1i3bp1rFu3jm3btlFQUFCl7w0NDWX8+PE8+OCDNGrUqNL7nDp1iuPHjwNKm6Rr3U9Yt759+7J161Z69ep1w8HfQpgzS1w1JoQwD8XF4OsLaWlXjn3+OTz9tHo1CSFEdRw+DB06lD929Ci0aaNKOXWKJb4GtehwAZThzn///TcdOnTg4MGDapcjVFC2DYe7uzu9e/fG1vbam3KKiorYsGEDixYtYunSpWRnZ1fpPFqtlvDwcPr160ffvn3p3bs39evXv+73SLBgetnZ2Rw7dqxciHDkyBEuXrxotHMEBATQsmVLgoKCCAoKMnwcGBh406s7ofrhQlVlZGRw8uRJoqKiiIqKMnx88uRJ8vLyjHIOgPr161fY5dCmTRu8vLyMdg5Rs4Dh7NmzrF+/nnXr1rFhwwbSyr7LvYGQkBDuueceRo4cSXh4+HXPlZyczM6dOwHKtakTdcuuXbsMq9FXrFjB8OHDVa7IvJw9e5bU1FTy8vJu2LKxb9++tVSVuBZLfGMnhDAPJ08qLUTKrvM5exaaNlWtJCGEqJZDh+DNN5UdVzk50Lw5nDkjc0VqgyW+BrX4cGHr1q2GN2Br1qzhlltuUbkioYbU1FR27NiBXq+ncePGdOrUqUqrenNzc1m5ciVLly5lzZo1pKenV+u8YWFhhrChT58+5VbqSrBgXMXFxZw5c6ZCiBAdHW2Ux9doNAQGBhoujpdeIA8KCjLaxf5rMVW4cC06nY64uDhD6BAZGcnx48eJiIio8q6eqmjUqFGF/56tW7fGzc3NaOeoa64XMOTn53Pw4EF27dpluFV3bkh4eDgjR47knnvuITQ0tErfk52dzZYtWygqKsLT05NevXrJzI46qnTBR9u2bTl8+LDsaEJpafa///2P5cuXV7mlnUajobi42MSViRuxxDd21iI7WxmMunw52NjAvHlqVyRE9RUXK62Q/voLoqNh2TK1KxK17eJFWL0afHxg6FC1qxGiZvLzYfNmyMyEUaPUrqZusMTXoBYfLgD07t2b7du307t3b7Zu3ap2OUIlMTExHDlyBFBaeAQHB1fr+4uLi9mxYwcrV65k1apVhvYe1dG4cWM6duxI69atcXBwICAgAD8/P3r37i3BQhWlpqaWW2Vfejt9+jRFRUVGOUejRo1o27ZtuQvfrVu3xsXFxSiPX121HS5cT3JyMseOHSs3k+LYsWNkZGQY7RzNmjWrsNMhJCQER0dHo53DmpWGQYmJiVy6dImkpCR2797NwYMHq/1vRKvV0r17d0aOHMndd99NYGBgtb6/qKiILVu2kJ2djaOjI/369ZP/j3XUsWPHaNeuHTqdjoULF3L//ferXZLqli1bxgMPPEB+fv4NdyqUpdFoKCkpMWFloios8Y2dNVi/HoYNg9Iulk5OSmsZFV8aCSFEtaxZA++9B9u2QUkJ3HKLckwIIarCEl+DWkW4sGrVKsPW+x07dsiAuDrs8OHDnD17Frj5nt8xMTGsWrWKlStXsmnTphr36vfy8qJTp06Eh4fTpk0bgoODCQ4OrtMtY/Ly8oiJiSkXHpTejNnOyMXFhbZt21a43aidVW0zp3ChMnq9nvj4+HJhQ+mfxmqvpNVqCQoKMgQNgYGBtGjRgsDAQBo3blxnV8Lr9XrOnz9f7r/70aNHOX78eJXnJVytZcuWDBkyhCFDhtC/f388PDxqXNvu3btJSkpCq9XSu3dvPD09a/RYwvLdd999LFmyhMDAQKKioq7bnrAuiI2NJTQ0lNzcXBo3bsy0adNwdnZm4sSJaDQa1q9fz6VLl9i3bx8//vgjCQkJ9O7dmzfeeAMbGxv69eun9l+hzrPEN3bWIC1NWeWr0105tmIFSJc1IYSl+O03KDsO1M4OUlNB1hoKIarCEl+DWkW4oNfr6dChA0eOHOHWW2/l77//VrskoZLSwc2pqanY2NjQt29fo+wYyMvLY/fu3WzZsoUtW7awY8eOm76oWr9+fUPQUHpr3rw5jRs3pkGDBhZ7MVWn05GSkkJCQgIJCQmcO3eOs2fPGv48e/YsycnJRj2nVqslODiYtm3b0q5dO0OI0KxZM7RarVHPZQrmHi5ci06nIyYmpsJOh8jISKPtMgGwt7enWbNmBAYG0qRJEwICAggICMDf39/wsaX8N6tMfn4+586dIyYmxvBvJCYmhpiYGCIjI8nKyrqpx69fvz6DBw9m8ODBDBkyhKZGavh77NgxTp8+DUCnTp0s4kWPMI2zZ88SHBxMUVERc+bM4fHHH1e7JNVNmzaNjz/+GDc3N06cOIGfnx/Hjh2jbdu2FXYm5OXl8eijj7J48WLGjBnDwoULVaxclLLEN3bWol8/2LLlyucTJ8I336hXjxBCVEdmJnh7Q9m3Q0uWwL33qleTEMJyWOJrUKtYVqbRaHjxxRe5//77Wbt2LUePHiUsLEztsoQKtFotnTt3ZsuWLeTm5rJ792769euHvb39TT2uk5MT/fv3p3///gAUFhayf/9+Q9iwbdu2KvdSLpWWlsbOnTsNQ1DLsrW1xdfXl8aNG5e7+fj44OHhgaenJx4eHoaP3dzcTHIRXafTkZubS05ODhcvXuTixYukpaWRlpZW7uPExEQSEhK4cOECiYmJJm3n4OvrWy5AaNu2LaGhoRZ9cdlSabVaWrRoQYsWLbjjjjsMx4uKijh9+nSF1kqnTp1CV3YpYhUVFhZy8uRJTp48ec37eHl50bBhQ3x8fPDx8Sn3cYMGDfDw8KBevXq4u7sbbg4ODjX6e99IcXExOTk5ZGVlkZaWRnJyMsnJyaSkpJT7OCkpiXPnzpGYmGi0c2s0Gtq0aUP37t3p3r073bp1o3Xr1kZ/foiNjTUECy1btrSIFzzCdN5++22Kiorw9fVl3LhxapdjFtavX49Go2HSpEn4+fld975OTk78/PPPnDx5kl9//dUw90SIumrECNi5UwkZRoyAMi8xhBDC7NWrBwMGKLNjnJxgyBAlbBBCCGtlFTsXQLmY06pVK6Kjoxk1ahS//fab2iUJFWVmZrJlyxZKSkrw9vamR48eJl3Bnp6ezm+//UZkZCTnzp0jJSWFI0eOGLVP/fVoNBrc3d1xcXHBwcEBe3t7HBwcDLfSz/V6PTqdjpKSkgp/FhUVkZOTU+5mrJY31WVnZ0dQUBCtWrWqcDO3lkbGYKk7F6orPz+fyMjICi1+SluZ1TYHBwfc3d1xdHSs9N+Lg4MDtra26HS6a97y8vLIyckhOzvb8GdNW6jVhI+PD23atMHPz4/g4GDDgHlTDtK9dOkS27ZtQ6fT0bBhQ7p16yaDe+uwlJQUmjZtSl5eHh988AHTpk1TuySz4OnpSWZmJsuWLWPEiBEAHD9+nLCwMDQaDQUFBRVaR/3444888sgj3HbbbaxatUqNskUZlrhqzFpkZIBGIy1EhBCWa+NGZTj94MHg7Kx2NUJUnV6v/A4W6rHE16BWsXMBlJXe//3vf3niiSdYtmwZZ8+epVmzZmqXJVRSr149OnXqxJ49e0hNTeXo0aO0a9fOJOfKyspi165dNGzYkICAAHr16kW9evXQ6/WcPXuWAwcOcODAAQ4fPsypU6eIjo6muLjYqDXo9XrS09NJT0836uOamq+vb6UBQrNmzep8v25r5OjoSIcOHejQoUO549nZ2Rw/ftwQOpw5c4bo6GjOnDlDbm6uyeopKCgweosuU3F3dy83gLxNmza0adMGHx8fQBnyHBUVRXp6OgcOHKBjx44mueCfn5/Pnj170Ol0uLm50alTJwkW6rh3332XvLw8PDw8eOKJJ9Qux2zk5OQAGN4YADiXubqQkZFRISxv06YNoMyPEqIuc3dXuwIhamb1ajhwAO68E8LC5AJdXTZwoNoVCFEz//2v8jw2fLhya9lS7YqEJbCqq3fjxo3jzTff5MKFC8ycOZN58+apXZJQUaNGjQgJCSEyMpKYmBjc3Nxo3ry5Uc+RlZXF9u3bKSgowN7e3hAsgLKboHnz5jRv3rxce4OioiLOnj1raPNy8uRJTp06xcmTJ0lISDBpS6HapNVqadiwIf7+/jRr1qzcrWnTpjRt2hRXV1e1yxRmwNXVla5du9K1a9dyx/V6PcnJyYawISYmhri4OGJjY4mNjSUuLs7iArXrqV+/Ps2bNzf8O2nevDktWrQgLCwMPz+/617EDwkJASAqKoq4uDgAowcMxcXF7N69m/z8fOzs7OjWrRt2dnZGe3xheTIzM/n+++8BmDx5Mm5ubipXZD7c3d25ePEi+fn5hmNlw4QzZ85UCBdK2yumpqbWTpFCCCGMau5cWLoUXnsNmjWDGTNg/Hi1qxJCiKrR6+HPPyE6Wtl98/zzMGsWPPus2pUJc2dV4YKjoyPPP/8806ZN45dffuG9996jQYMGapclVBQcHExWVhbx8fEcOXIEBweHG/Y+rqrrBQvXY2dnR8uWLWnZsiXDhg0r97WSkhKSk5NJSEggPj6+wu3ixYukp6dz6dIl0tPTa9S//ma4urpSv3596tevj5eXl+FPHx8f/Pz88PPzo1GjRvj5+eHj42OxQ6mFedBoNDRs2JCGDRvSs2fPSu+TlZVFXFwcCQkJhnkGpbekpCSSk5NJTU0lIyODjIwMow6argqtVou3tzcNGjQwzH8o/bNBgwb4+/vTvHlzmjZtetMXZk0ZMOh0Ovbt20d6ejoajYYuXbrg4uJy048rLNsnn3xCRkYGTk5OPPPMM2qXY1ZatWrFzp07iY6Opnv37gC4ubnRtGlTzp8/z9q1aysEquvXrwfAw8OjtssVQghxk/Lz4Z9/rnx+9iyYsCuvEEIYXWSkEiyU1bevOrUIy2JV4QLA448/zv/+9z8uXbrE//73Pz799FO1SxIq0mg0hIeHk5+fT1paGvv378fe3h7vm5yoVNNg4UZsbGxo1KgRjRo1olOnTte9r16vJysry9AO6dKlS+Tl5VFQUEBhYSEFBQWGW+nnGo0GGxsbtFpthT9tbW1xcXG55s3Dw+OmB2MLYWxubm6EhoYSGhp6w/vq9XoKCgoMQUNGRgaZmZnk5+dX+DdTeisuLjb8Gym9lX6u0WhwdHTE1dXV8O+k9OPSP+vVq1erIZspAga9Xs+hQ4dISkoCoEOHDhLcCwoKCvj6668BeOyxx+Rn4io9evRg586d7Nq1i/vvv99wfPjw4cyePZsPP/yQnj17MvBy34Tff/+dWbNmodFo6NWrl1plCyGEqKFNm6BsN0+tFm6/Xb16hBCiulauLP+5nx9c1dFYiEpZzUDnsmbMmMHMmTOpV68esbGxRrnoKyxbUVER27ZtIzMzE1tbW3r37o17DRu6mipYEHVXXRnoLGpP6QwGAH9//5sKGI4dO8bp06cBaN26NS2l8aZA2bUwdepUbG1tiY6OLjdbQMCmTZsYNGgQfn5+nDt3zhAynj9/ntatW5OXlweAl5cXBQUF5OTkoNfrsbGxYevWrYbdDkI9ljhMz5rl5sLhw9Cjh9qVCFG5o0dhzhzl4ty5c9CzJ2zfrnZVwtzIsFxhzrKzYcMG5Xls5Uq44w745hu1q6p7LPE1qFVu1HvmmWdwdnYmMzOTjz76SO1yhBmws7Oje/fuODk5UVxczM6dOw3DFqtDggUhhCUICQmhVatWgPLi5MCBA9RkLcHp06cNwUJgYCBBQUFGrVNYppKSEj777DMAHnroIQkWKtG/f39ef/11xo8fT3x8vOF4kyZNWLJkCe7u7uj1etLS0sjOzkav1+Pg4MB3330nwYIQl+XkKD3s77gDvL2hf3/IylK7KiEqFxYGX34JMTEQEQEff6x2RcJcREfDF1/ALbfArbeqXY0Q1+bqqgyk/+47iI8HuZwqqsoqdy4ATJkyhc8++4wGDRpw9uxZnJ2d1S5JmIHs7Gy2bt1KYWEhLi4u9OnTBwcHhyp9rwQLwlRk54IwlZvZwRAbG8uBAwcAaNy4MZ06dTLqgGhhub777jsmTpyIRqPhxIkThiBLVN3FixdZsmQJx44do7i4mJYtW3LffffRuHFjtUsTl1niqjFrk5mphAplxyX9/jvcc496NQkhRHWsXw9Dhlz53MYGUlLA01O9moQQ5s0SX4Na5c4FgKlTp2Jvb09KSgr/+9//1C5HmAlXV1e6d++OjY0NOTk57Nq1q0oDXiVYEEJYopruYEhOTubgwYMANGjQwGiDoYXlKyws5O233wbg3nvvlWChhry8vHj88cf5/PPP+eqrr3juueckWBDiKvXqQb9+5Y8tX65OLUIIURM9ekDZtYwlJXB5TZkQQlgNqw0XAgICeOqppwD44osvSEtLU7kiYS48PT3p2rUrGo2G9PR09u7di06nu+b9JVgQQliy6gYMly5dYs+ePej1ejw8POjSpQtardW+XBDVNGvWLM6fP4+NjQ0zZ85UuxwhhJW7444rH2u1Sj9oIYSwFC4uMHBg+WNXD80VQghLZ9VXC15++WXq1atHZmYmr732mtrlCDPi4+NDeHg4ACkpKde82CbBghDCGlQ1YMjKymLXrl2UlJTg4uJC9+7dsbOzq+1yhZnKzs7mww8/BGDChAmya0EIYXIjRsB998FPP0FyMvzxh9oVCSFE9QwfDg0awLhxsGSJMptDCCGsia3aBZiSt7c306ZN47XXXmP+/PlMnz6dpk2bql2WMBMBAQEUFBRw7Ngx4uPj0Wq1hIeHG1p/SLAghLAmISEhAERFRREXFwdQrt1RdnY227dvp7CwEAcHB3r06FHlmTSibpg5cyapqak4Ojry+uuvq12OxdDpdBw/fpzo6GiysrIoKSm54fc8/PDDtVCZEOavWTNYvFjtKoS4tvx8cHRUuwphzh59FB5/XJm3IIQ52rkTGjeGJk3UrkRYKqsOFwCee+45vvzyS5KSknjxxRf55Zdf1C5JmJGgoCCKi4uJiooiNjYWjUZDhw4dDBfZJFgQQliTawUMOTk55Z7zevbsiYuLi5qlCjOTkpLCV199BcCzzz4r8wGqIDc3l7fffpu5c+dWqz2nRqORcEEIISzE+PFw8KCyOn34cOjVC2TTpyhL1uoIc/foo3DiBLRrpzyPPfaYEu4LUVUafVUmO1q4r776iqeeegpbW1sOHjxIWFiY2iUJM6LX6zlx4gSnTp0CwM/Pj9TUVAoLCyVYELUiLy+PtZcnew0dOhQnJyeVKxLWLjIykqioKAB8fX1JT08nPz8fOzs7evXqhbu7u8oVCnMzceJEvvvuOzw8PIiOjsbT01PtksxadnY2AwYMqPIQ9bI0Gk2VdjcI04qLiyMgIACA2NhY/P39Va5ICGFuiorAxwfS068c++47+M9/VCtJCCGq5cwZCAoqf2zXLujWTZ16hGW+BrX6nQsAjz32GJ988glnzpxh2rRp/P3332qXJMyIRqMhNDQUvV7P6dOnSUhIADBcZJNgQQhhbcruYEhMTASU57yePXtKsCAqOHPmDD/88AMAL774ogQLVfD222+zf/9+ALp3787EiRNp3749Hh4eMiBdCCGsxI4d5YMFgNtuU6UUIYSokVWryn/eoAF06aJOLcJy1Ylwwc7OjrfffpuxY8eyZs0atm7dSp8+fdQuS5gRjUZDQEAAMTExhtWCDRo0wM3NTeXKhBDCNAICAjhz5gzFxcUAeHp6SrAgKvXiiy9SWFiIn58fTz/9tNrlWITff/8djUbD7bffzl9//SWBghBCWKH168t/Hh6u9C0XQghLUVAAXl5w8aLy+bBhIC9bRXXVmR+Z++67j/DwcAD++9//qlyNMDdZWVns2LGDkpISwwWAhIQEDh06VO12BkIIYe6ys7PZtm0bxcXFhue85OTkGrVwEdbt4MGD/PnnnwC88cYbODs7q1yRZYiPjwfgmWeekWBBCCNKSYEff4QxYyA7W+1qRF335puwZw/MmAGdOsGIEWpXJCxFQgJIQw1hDqZNg6Qk2LYNXnwRHnhA7YqEJaoz73a0Wi3vvfceALt27eKvv/5SuSJhLrKyssoNMu3bty9Bl5vOnT9/noMHD8rFNiGE1cjKymLbtm2GGQt9+vShVatWgNLfUQIGUda0adPQ6XS0atWK8ePHq12OxfDx8QHA29tb5UqEsA46HfTvDw0bwrhxsHhxxVXjQtQ2rVZpH/Lmm7BvH7z+utoVCXOWmqr8jHTqpOxwuftuyMlRuyohwNZWGUb/7rsweLDa1QhLVGfCBYAhQ4YwcOBAAF566SV0Op3KFQm1XR0slA4ybd26NS1btgSUASr79++XnxchhMXLyMio8Jzn4eFBSEiIBAyigo0bN7JhwwYA3nnnHWxt60Q3TaPo2rUrgGFwuhDi5mi1YGMDZX81rVypXj1CVEY2qonrsbGBd96BAweUzwsKYONGdWsSQghjqFO//jQajWH3wokTJ5g/f77KFQk1VRYslA5vLh3yXHqxLT4+nl27dlFUVKRmyUIIUWOpqals27atQphaSgIGcbXp06cDyoXykSNHqlyNZXnuuecA+PLLL+XfkRBGMnx4+c9XrVJ2NAghhCXw9ITevcsfk5BUCGEN6lS4ANClSxfuvfdeAN566y0KCwtVrkio4XrBQimNRkNISAht2rQBICUlhR07dlBQUKBGyUIIUWMJCQns3LmT4uJinJyc6NOnT4XnPJCAQVyxZMkS9u3bB8B7772HRqNRuSLL0rNnT95//3127NjBmDFjSE9PV7skISxeabjg7Ax33QVvvw0lJaqWJIQQ1VI2JK1XDxwc1KtFCCGMpU7ub3/77bdZunQp58+fZ9asWTLguY6pSrBQVlBQEA4ODhw8eJD09HS2bt1Kjx49cHFxqcWqhRCiZmJiYjhy5AgA9erVo3v37jg5OV3z/iEhIYDSziUuLg6Ajh07ysXlOqSkpIRXX30VgFtuuYUBAwaoXJFleuGFFwgKCuI///kPAQEBDBkyhODg4CoNxZ4xY0YtVCiEZWnZEjZsgJ49wdFR7WqEEKL67rwTEhOVkKFXL7CzU7siIYS4eRp9HV2SOHHiRL777js8PT05deoU9evXV7skUQuqGyyUlZSUxN69eykpKcHBwYEePXqUaykiRE3l5eWxdu1aAIYOHXrdC79CVJVerycqKsrQ871+/fp069YNuyq+i4mMjDR8r7+/vwQMdcinn37K888/D8CBAwcIDw9XuSLLlJyczAsvvMAvv/xS7blNJbIcW3VxcXEEBAQAyvwtf39/lSsSQpiLpUvBz08Z5ixzFoQQlmjcOAgKUoKuDh1A3uaZD0t8DVpnfxW+9dZb1KtXj0uXLhn64grrdjPBAkDDhg3p1asX9vb2FBQUsG3bNlJTU01YsRBC1Ixer+fIkSOGcMDX15cePXpUOVgAaZFUV6WkpPDWW28BMG7cOAkWaigtLY2+ffuycOFCSkpK0Ov11boJIYQwTzodTJoE3btDo0bwyCNw8qTaVQkhRNXFxcGPP8KMGdCxIwQEwOnTalclLFmdDRd8fX158803AVi4cCG7du1SuSJhSjcbLJTy9PSkd+/eODk5UVxczM6dO0lISDBBxUIIUTMlJSXs3buXs2fPAtC0aVO6du2KjY1NtR9LAoa6Z8qUKaSnp+Pu7s4HH3ygdjkW63//+x8nT55Er9czatQoNm3aRFpaGiUlJeh0uhvehBBCmKcDB5S2NgDJyfDDD7LiVwhhWa4eJJ6TA82aqVKKsBJ1NlwAmDx5MmFhYeh0Op544gl5M2eljBUslHJzczMMQ9XpdOzdu5eYmBgjViyEEDVTWFjIzp07uXDhAgCtWrWiffv2N9XOSAKGumPbtm38+uuvAMycORMfHx+VK7Jcy5cvR6PR8NBDD7F48WL69euHp6entBYTQggLd/VFueBgZR6IEEJYiqufx267DWzr5EReYSx1OlywtbVl9uzZABw+fNjwsbAexg4WSjk5OdG7d2/DrI4jR45w5MgRCaiEEKrJyspiy5YtpKWlAdCuXTtCQkKMcjFTAgbrp9PpmDRpEjqdjvbt2/Pkk0+qXZJFi4+PB2DChAkqVyKE9cvIgMJCtasQdUWDBhAaeuXz4cPVq0UIIWpi6lR45hlo3lz5fMQIdesRlq9OhwsAffv25YEHHgDg9ddfN1yUEZbPVMFCKTs7O3r06IGfnx8AMTEx7Ny5k0J5dyOEqGVJSUls2bKFnJwcbGxs6NKlC81LXy0aiQQM1u2zzz4jIiICgNmzZ2Mry5duire3N6DsdhRCGN+pU/DppzBoEHh7w/r1alck6oqnnoLjx+HMGfj8c3jwQbUrEpZKr4ejR+G992DoUAlJRe0ZMAA++0x5Hjt+XEJScfPqfLgA8OGHH+Lm5salS5d4/vnn1S5HGIGpg4VSNjY2dO7cmZCQEABSU1PZsmULmZmZRj+XEEJcTa/Xc/r0aXbt2kVxcTFOTk706dPHEHoamwQM1unqIc69evVSuSLL16dPHwCOHj2qciVCWKcJE+D552HjRiguhhUr1K5I1DWBgfD00xAernYlwhLl5io/Q23bwksvwbp1sG2b2lWJukajUXZiyVoYcbMkXAAaNWpkGO78888/y3BnC1dbwUIpjUZDq1atDANTc3Jy2Lp1K4mlk76EEMIESkpKOHDgAMeOHQPAy8uLfv364e7ubtLzSsBgfcoOcX7//ffVLscqTJ06FTs7Oz766CPy8/PVLkcIq3P1KsuVK5VVwEIIYQmcnZVdV2Vd3QdfCCEshYQLl5Ud7vzkk09K73wLVdvBQlmNGjWib9++ODs7U1xczO7duzl58qRcdBNCGF1eXh7btm0jLi4OgCZNmtCrVy8cHBxq5fwSMFiPq4c4N2zYUOWKrEPHjh2ZO3cuJ0+eZOjQoZw8eVLtkoSwKlf3h05OhpgYdWoRQoiauDokXbVKnTqEEOJmSUPdy+zs7Jg9ezb9+vXj0KFDzJ49m6efflrtskQ1qBkslKpXrx59+/Zl7969pKWlceLECTIzM+nQoYP0rxZCGMWlS5fYs2cP+fn5aDQawsLCaN68uVEGN1dHaTu4qKgoQ8jRsWPHWq9D1JxOp+Opp55Cp9PRrl07GeJsRKWDnFu3bs22bdsIDQ2lffv2BAcH4+zsfN3v1Wg0zJs3rzbKFMJihYZCz57Kn8OHw+DB4OqqdlVCCFF1w4fDG29AkybKx8OHKzuw5KW0EMLSaPSy1LCcBx98kIULF+Ll5cXJkyepX7++2iWJKjCHYKEsnU5HREQEZ8+eBcDd3Z2uXbve8IKCqJvy8vJYu3YtAEOHDsXJyUnlioS5io2N5dChQ+h0Ouzs7OjcuTM+Pj6q1hQZGUlUVBQA/v7+EjBYkFmzZvHcc88BsHXrVnr37q1yRdZDq9WW+3eg1+ur9O+i9H4lJSWmLE9UQVxcHAEBAYDy3Ovv769yRUIIIayJTgfHjkFYmAQKonacPQtNm8rPm7mzxNegspT6Kh9++CHLly/n4sWLPP/88/zwww9qlyRuwNyCBVAuKrRv35569eoRERFBRkYG//77L+Hh4TRq1EjV2oQQlqe4uJiIiAjOnz8PgKurK926dcPVDJZpyg4Gy5SammoY4vzwww9LsGBkTZo0kX8DQghhJfR66N8fWrdWVpcPHAiyFkjcLK1WGegsRG1ISlKGiLdocWWnTL9+IA02hDHIzoVKfPLJJ0ydOhWtVsv27dvp3r272iWJazDHYOFqqamp7Nu3j4KCAgACAwNp3bo1NjY2KlcmzIXsXBDXk5mZyb59+8jKygKU+S7h4eHY2dmpXFl5soPBspTu1KxXrx4nT56UWQtCXMUSV40JIUzj+HFo0+bK546OyrHmzdWrSQghqmP+fLjctRNQWgmmpYG9vXo1icpZ4mtQGehciaeffpo2bdrIcGczZwnBAoC3tzcDBgwwtC6Jjo5m69atZGdnq1yZEMKc6fV6zp07x5YtW8jKykKr1dKuXTu6dOlidsECyJBnS7J9+3Z++eUXQIY4CyGEEDdy9aBdb29o1kyVUoQQokZWriz/+S23SLAgjEfChUqUDncGOHToEB9//LHKFYmrWUqwUMrBwYHu3bvTunVrNBoNGRkZbN68mfj4eLVLE0KYoaKiIg4cOMChQ4coKSnBxcWFvn37qjK4uTokYDB/xcXFTJw40TDEedKkSWqXZJW0Wi02NjZ88MEHapcihBDiJl19UW7YMOlZLoSwHHq9Mt+jrOHD1alFWCcJF66hX79+jBs3DoA33niDU6dOqVyRKGVpwUIpjUZDy5Yt6d27N05OThQXF7Nv3z7DxUMhhABIT09n8+bNhvkF/v7+9OvXD3d3d5UrqxoJGMzbyy+/zPHjx9FoNMyZMwdbabRqEvaXl4L16dNH5UqEqDvOn4evv4YDB9SuRFibr7+G99+HPn2UPvlyUU6Y0pkzIJcHhDFpNHDihPL78a23oGtXuO02tasS1kTChev49NNP8fPzIzc3l4cffljaI5kBSw0WyvLy8qJ///74+voClGt7IoSou/R6vaFtWk5ODjY2NnTo0IGOHTuaZRuk65GAwTzt27ePWbNmAfD888/To0cPdQuyYn5+fgAyX0mIWjB3LnToAE2bwqRJ8MMPalckrE3r1vDf/8KWLZCSAkOGqF2RsCZ6Pfz7L7zwAoSGQlAQ7N2rdlXC2mg0EB4Or70Gu3eDdEUVxiThwnV4enry7bffArBr1y5pj6QyawgWStnb29O1a1fCwsLQaDRkZmayefNmoqOj5QKcEHVQXl4eu3fvJiIiAp1Oh5ubG3379qVp06Zm3QbpeiRgMC+FhYU8/PDDFBUV0apVK2bOnKl2SVatb9++AByQJdRCmFxiIhw+fOXzFSuUi3VCmIKXFzg4qF2FsCYaDTz1FHz8MURGKseunvMhhBDmTMKFGxg2bJi0RzID1hQslNJoNLRo0YI+ffrg4uJCSUkJERER7Nixg5ycHLXLE0LUAr1eT2xsLJs2bSIpKQmAJk2a0LdvX4t/jgMJGMzJK6+8wokTJ9BqtcyfPx8nJye1S7JqTz/9NDY2Nnz00UdkZmaqXY4QVu3qFjUxMVcu0AkhhCUYNqz851fP+RBCCHMm4UIVzJo1y9Ae6aGHHpL2SLXMGoOFsjw9PenXrx/NmjUDIDU1lU2bNskuBiGsXH5+Pnv27OHAgQMUFRXh4OBA165dCQ8Pt6o++BIwqG/Pnj3SDqmWderUiS+++IJz587Rr18/duzYoXZJQlit9u3B31/52NMTHnhAdi4IISzL1SHphQsgaxOEEJbCeq5emJCHhwffffcdw4YNY/fu3Xz00Uf897//VbusOsHag4VSdnZ2tG/fHj8/Pw4ePEheXh4RERFcuHCBDh064OLionaJQggj0ev1xMXFERERQVFREaAMbW7btq1hCKy1CQkJASAqKsowqLpjx44W2/LJkpS2QyouLqZVq1a89dZbapdUJ0yYMAGAVq1acfjwYfr06UNAQADt2rXD09PzurMYNBoN8+bNq61ShbB4Gg189hk0aAA9eoAV5fNCiDqiZ0/o3x/69lWChk6dlOHhQghhCTR6WT5YZePHj2fBggU4Oztz6NAhWrZsqXZJVq2uBAtXKyoq4vjx45w9exZQhkG2adOGZs2ayYU4K5WXl8fatWsBGDp0qLQrsWL5+fkcPnyYxMREABwcHGjfvj2NGjVSubLaERkZSVRUFKAEKhIwmN7UqVP55JNP0Gq1bN++ne7du6tdUp2g1WrL/WyXvty+0c+7Xq9Ho9FQUlJi0vrEjcXFxREQEABAbGws/qVL44UQdcaOHdClC9jZqV2JEEJU38WL8OGHSmDVvTtcZ22LMCOW+BpU1nVUw6effsq6deuIj4/noYceYseOHWglTjaJuhoswJVdDI0aNeLQoUPk5eVx5MgREhISCA8Px9nZWe0ShRDVVNluhcaNG9OuXTur3a1QGdnBULt27drF559/DighgwQLtadJkybycy2EEBYsJgZ69YJ69eCWW5SLc2PGQB162SaEsHBr1sB77ym3+vXhnnvgm2/UrkpYIwkXqqG0PdLtt9/O7t27+fDDD5k+fbraZVmduhwslOXj48OAAQM4duwY586dIzU1lY0bNxISEkJgYKAEW0JYiJycHCIiIgwDmx0cHGjXrh1+fn4qV6YOCRhqR2FhIY888gjFxcWEhIRIO6RaVrr7UAghhGVatUr5MzMTliyBTZuUeR5CCGEpyg4GT0tTZnkIYQpydbKabrvtNsaPHw/Am2++aWjvIIxDgoXy7Ozs6NChAz169MDJyYmSkhKOHTvGv//+S2pqqtrlCSGuo6SkhMjISDZu3GgIFho3bsyAAQPqbLBQSoY8m96LL75IVFQUWq2WBQsW4OjoqHZJQgghhMUoe1EO4PbbpaWIEMJyFBfD33+XP3b14HAhjEXChRr45JNPaNy4MXl5eTz00EPodDq1S7IKEixcW+kuhhYtWqDRaAz/rfbt20deXp7a5QkhrpKYmMjGjRuJiopCp9Ph7OxMt27d6Ny5Mw4ODmqXZxYkYDCdXbt28cUXXwDwwgsv0K1bN5UrEkIIdcivFVETOh3k5JQ/JhflhBCWJC8PJk2Cdu2uHBs2TL16hHWTcKEGStsjAezdu5f3339f5YosnwQLN2ZnZ0dYWBj9+/fH29sbgPj4eDZs2MDp06cl5BLCDOTk5LBr1y52795Nbm4uWq2WVq1aMXDgQHx9fdUuz+xIwGB8BQUFjBs3juLiYkJDQ3nzzTfVLkmUUVxcTEpKCikpKRQXF6tdjhBWR6+HQ4fg7beV4ZUvvqh2RcISabWwdSskJMC8eTByJAwdqnZVoi7R6WDPHpgxAyIj1a5GWCI3N3jnHTh8GM6dg0WLoHFjtasS1krChRq67bbbmDBhAgAzZ87kxIkTKldkuSRYqJ569erRs2dPOnXqhIODQ7lWSSkpKWqXJ0SdVFkLJF9fXwYOHEhISAg2so/+miRgMK7p06dz8uRJaYdkRk6cOMHTTz9NaGgojo6O+Pr64uvri6OjI6GhoTzzzDMcP35c7TKFsArvvw/h4fDaa7B7N/z1l9oVCUvWqBFMmAB//AHu7mpXI+qKV15Rfva6dYOZM+HPP9WuSFi6Jk1g7Fi1qxDWTMKFm/DJJ5/g7+9PXl4eo0aNoqCgQO2SLI4ECzWj0Wjw9/dn0KBBBAUFGVol7dixQ1olCVGL9Ho9Fy5cqLQFUrdu3XBxcVG7RIsgAYNxrFmzxtAOadq0aXTt2lXlisRLL71Eu3bt+OqrrwzPEXq9Hr1ej06nIyoqitmzZ9O+fXtefvlltcsVwuINHFj+86goOHVKnVqEEKImMjMhOfnK51fP/xBCCHOj0cu795vy77//MmjQIHQ6HY8++ihz585VuySLIcGC8WRmZhIREWEY8qzVagkMDKRly5bY29urXJ24kby8PNauXQvA0KFDcXJyUrkiURUXL17k+PHjpKWlAcq/u+DgYIKCgmSnQg1FRkYSFRUFgL+/Px07dkSj0ahclWVITEykffv2JCcn07FjR3bs2CHzPVT29NNP89VXXxmCstDQULp164avry96vZ6kpCT27Nlj2LWg0WiYPHkyn332mZpli8vi4uIICAgAIDY2Fn9/f5UrElWh04GfH1zeRAjAp5/ClCmqlSSEENXyzz9w661XPtdolOe0Bg3Uq0kIUXss8TWordoFWLr+/fszY8YM3njjDebNm8eQIUMYPXq02mWZPQkWjKu0VVJCQgJHjx4lPz+f06dPc+7cOVq2bElgYKBc7BTCSLKysjh+/DiJiYmGY76+voSFhclOhZsUEhICQFRUFHFxcQASMFSBTqdj9OjRJCcn4+bmxuLFiyVYUNn27duZPXs2Go2G1q1b8+2339KzZ89K77tz506eeOIJIiIi+PLLLxk9evQ17yuEuD6tVhlYuWkTjBih3Pr0UbsqIYSoun79wNkZcnMhNFQZJl5SonZVQghxbRIuGMGrr77Kv//+y7///svjjz9O586dadGihdplmS0JFkxDo9HQuHFjfH19iY6O5tSpUxQVFXH8+HGio6MJCQkhICAArVa6oQlRE3l5eURGRnL+/HnDMS8vL1q3bk39+vVVrMy6SMBQfW+88QZbtmwB4NtvvyUoKEjlisQ333wDQPPmzdm+fTvu12nW3aNHD7Zs2UKnTp2IiYlhzpw5Ei4IcRO+/BIcHZXVvkIIYWkcHeHXX6F1a5DLSqK6iouVoF0u+4jaJD9uRmBjY8PChQtp0KABGRkZjBo1iuLiYrXLMksSLJiejY0NLVu2ZMiQIbRs2RIbGxvy8/M5dOgQmzZtIiEhQXqZC1ENhYWFHDt2jPXr1xuCBTc3N7p27Urv3r0lWDABmcFQdRs3buTdd98FYOLEiYwZM0bligTA1q1b0Wg0vPjii9cNFkq5u7szffp09Ho9W7durYUKhbBeTk4SLIiaSUyEceNgyRLIyFC7GlGXjRghwYKomWXLwN8fHnsM/voLcnLUrkjUBRIuGImfnx8//vgjAAcPHuS5555TuSLzI8FC7bKzs6N169YMGjSIpk2botFoyM7OZu/evWzdutUwn0EIUbni4mJOnjzJunXrOH36NDqdDicnJ8LDwxkwYACNGjWS1fQmJAHDjaWlpfHQQw9RXFxMWFgYs2bNUrskcVlp27Tw8PAqf0/Hjh0BSCrbLF4IIUStWb0afvwR7rsPvL3h7rvVrkgIIapn5Uq4cAHmzoW77lKez4QwNQkXjOjWW29l+vTpAMyePZulS5eqXJH5kGBBPU5OTnTo0IEBAwbg5+cHwKVLl9i+fTvbtm0jOTlZLtgJUUZRUZEhVDhx4gTFxcXY2dkRFhbGoEGDaNKkiYQKtUQChmvT6XSMHTuWhIQEnJ2d+e2332QYvBlxdHQEIKcay8Wys7MBZF6GEEKoZOXKKx8XF4OtNJEWQliQkhIlJC2r7HBwIUxFwgUjmzlzJj169ECv1/Of//yH2NhYtUtSnQQL5sHNzY0uXbrQt29fvL29AWXV686dO9m8eTPx8fFy0U7Uafn5+Rw/fpy1a9dy4sQJCgsLsbGxITg4mCFDhtCiRQsZjK4CCRgq9/7777Nu3ToAvvrqK0JDQ1WuSJTVvHlzAJYvX17l71mxYgUAgYGBJqlJCCHEtRUUwNq15Y8NH65OLUIIURMHD0JKSvlj8jwmaoNk8UZmZ2fHL7/8Qnh4OBcvXmTUqFFs3769zl6QkmDB/Hh6etKrVy/S0tI4efIkycnJZGRksG/fPlxcXGjZsqUMfhZ1Sm5uLqdOneL8+fPodDoAbG1tCQwMJDAwUFYRmwEZ8lzezp07eeONNwB4+OGHGTdunLoFiQpuv/12Dh06xJdffsltt93GoEGDrnv/DRs28MUXX6DRaLj99ttrqUoh6ga9HqKilAsuffqoXY0wV8XF8N57yu6FTZugqAhuu03tqoS4Qq9Xfk7t7NSuRJirzp2V33crVijPZZcuweX1LhXodLB/P0REQHKy8vNVv74ySLxbN/k5E9Wj0cvyP5P466+/uOuuuwCYNm0aH3zwgboFqUCCBcuQkZHBqVOniI+PNxxzdHQkKCiIpk2bYiv7gU0uLy+PtZeXSg0dOlRam9SSzMxMw89+6a9CBwcHWrRoQbNmzbCTV1RmJzIykqioKAD8/f3rZMCQkZFBu3btOH/+PK1atWLfvn24urqqXZa4SmpqKkFBQWRlZWFjY8Njjz3GhAkTCA8PN4T3Op2OgwcPMm/ePObOnUtxcTHu7u6cPn1aBsWbgbi4OAICAgCIjY3F399f5YpEdZ06BV99pVxgOX0a2raFI0fUrkpYguxs2LsXBgxQuxJR1+XlKWHXypXK7fnnYcoUtasSlqKy9m7Z2fDhhzBnjhIqVKZePRg/Hl55BRo0MH2dAP/+a5zn3Jpc4X7qKeX1Qim1Xy9Y4mtQCRdMaMqUKXz22WdotVpWrVrFrXWo2ZkEC5YnOzub06dPExsba1i9bWdnR2BgIM2bN5fV2yYk4ULt0ev1XLx4kdOnTxsGrgI4OzsTFBREkyZN6uxOM0tR1wOGO++8k+XLl+Pg4MDu3btp37692iWJa1i7di133HEHhYWFhp9Re3t7vLy80Gg0pKWlUVhYCCjPTfb29qxcuZLBgwerWba4zBLf2Inytm+H3r3LHzt7Fpo2VaUcIYSotokT4bvvrnw+aBCsX69ePcKy7dsHI0dCVbu3e3nBwoW1M7dBzXChZ0/YufPK5w8/DD/8cPO11JQlvgaVvicm9P7779OxY0d0Oh3jxo0rdyHLmkmwYJlcXV3p0KEDgwcPNvSWLyoqIioqirVr13LgwAEuXbqkdplC1EhJSQnnzp1j8+bNbNu2zfB8XK9ePTp16sSgQYNo3ry5BAsWoC7PYJg1a5ahh/+sWbMkWDBzQ4cOZdeuXXTu3Bm9Xo9er6egoIALFy6QkJBAQUGB4XiXLl3YvXu3BAtCGFH37sqFkbLKDuwVQghzd3Vrrs2bITNTnVqEZdu9W7l4X1mw4OAAla1vvHgRRoyAaowQszg6XcVdCuHh6tRiyaTfiQk5ODiwePFiOnbsSHJyMqNHj2bTpk1W3cteggXL5+TkRFhYGMHBwcTExBAdHU1hYSGxsbHExsbi6elJ8+bN8fPzkwuxwuzl5uYSExPDuXPnKCoqMhz38vKiZcuWNGzYsE6tercWdXEGw4EDB3jppZcAGDVqFI8//rjKFYmq6NChA3v27GHv3r2sX7+eo0ePcvHiRUB5HgoLC2Pw4MF06dJF5UqFsD42NnD77fDzz8rnjRopFxGEEMJSDB4M9vZweaMjxcVKm6Q771S3LmFZUlLg7ruVlkilbG1h8mR48kkICgKNBs6fh3nz4JNPICdHuV9xMTzwgDKfITi49mpu2VJpA2ZqJ09e+buWknCh+iRcMLGgoCC+/fZbxo4dy5YtW5g2bRoff/yx2mWZhAQL1sXe3p5WrVoRFBREQkIC0dHRpKenc+nSJS5dusTRo0dp0qQJTZs2lX7fwqzodDqSkpI4d+4cSUlJhuNarRZ/f3+aN2+Oh4eHegUKo6hLAUNaWhp33303+fn5NG/enO+++84q/57WrEuXLhIgCKGCceOUCxTDhysXC+SpUwhhSdzclFZIWVnK89jw4crAXSGq44034MKFK587OMDvvys/T2U1bQpvvQXDhim7ZkobV2RnKxf6a3P3n58fPPGE6c9z8GDFYx06mP681kbChVowZswYtm3bxuzZs/n0009p27YtjzzyiNplGZUEC9bLxsaGgIAAAgICuHTpEtHR0SQkJFBYWMjp06c5ffo0DRo0oFmzZvj6+lr1zhxh3vLy8jh//jxnz54lPz/fcNzJyYnmzZvTtGlT7O3tVaxQGFtdCBiKi4u54447OH/+PI6OjixZsgR3d3e1yxJCCIsweLByE+Ja8vOVHS3OzmpXIkTlVqxQdmIJcS1HjkBiIvTrpwQHZZ09C3Pnlj/25psVg4WyunWD2bPh/vuvHFu1SplL0KOH0co2C1eHC4GBIG+1qk+uAtaSTz/9lP79+6PX65k0aRK7d+9WuySjkWCh7vD09KRTp04MHTqU1q1b4+LiAkBKSgp79+7ln3/+4fDhw1y8eLHO9EAX6ioqKuLcuXNs376dtWvXEhkZaQgWfH196d69O0OGDKFly5YSLFgpa5/B8OSTT7Jjxw4Avv/+ezp16qRyRUIIIYT1WLoU6tdXVup+/bXSFkQIcyLBgriRL7+EW25RnstGjoQ1a6587dNPr7TVAmjeHKZOvfFjjh0LvXuXP/b++8ap15xcHS5IS6SakZ0LtcTOzo4lS5bQtWtXYmJiuPvuu9m/fz+NGjVSu7SbIsFC3eTg4EDLli0JCgoiJSWFc+fOceHCBQoLCzl79ixnz57F2dkZf39//P39cXNzU7tkYUVK2x7FxcWRmJiIrkwDZUdHR5o2bUrTpk1xqmwqlbBK1rqD4fPPP2fu5aVGL730EmPHjlW5IiGEEMK6rFyp7F5YvVq5DRsmg7+FEJZDr7/ynJWTowSmvXrBrbcqx5YtK3//Rx9V5i1UxcSJsG3blc/XroXcXOva6SXhgnFIuFCLvL29Wb58OT169ODChQsMHz6cHTt24HD1viULIcGC0Gg0+Pj44OPjQ0FBAfHx8cTFxXHp0iVyc3M5efIkJ0+exN3dnYCAABo3boyjo6PaZQsLpNfruXjxInFxccTHx5cbzmxjY4Ofnx/+/v54e3tLa646ytoChg0bNvDCCy8AMGLECN5++22VKxLXYmPkJYUajYbi4mKjPqYQQoiKiovh77/LH7teqxAhhDA3Bw+Wn6cAV57HDh6suBtr9OiqP/Y998CECcpzJUBenhIw3HVXjcs1K7GxkJZW/piECzUj4UItCwsL4+eff+auu+7iwIEDPPLII/zyyy9ql1VtEiyIqzk4OBAYGEhgYCDZ2dnEx8cTGxtLTk4OGRkZZGRkcPToURo0aEDjxo3x9fW12GBN1A69Xk9GRgYXLlwgLi6O3Nxcw9dKgy1/f398fX2xreryC2HVrCVgOHPmDKNHj6aoqIjWrVvz888/S2hmxqypDZcQQtQlx45BZmb5Y8OGqVOLEELURG6uMgdh1y5lF0OLFhAcrHxt48by9/XxgaCgqj+2s7My3HjfvivHNmywnnChsmHOEi7UjFyNUcGdd97J22+/zauvvsqvv/5K27Ztefnll9Uuq8okWBA34urqSqtWrQgODiY9Pd2w2rygoICUlBRSUlIA8PLywtfXF19fX1xdXS3uAqAwvpKSElJTU0lMTCQxMbHcYGZQ5n74+/vTuHFjCadEpSw9YMjJyWHEiBGkpaXh6enJ8uXL5XesmRs3btxNfb9er2f16tWkpaVJUCGECZWUKBdfVq6Ec+dg0SK1KxJqa98eUlLgn3+Un4uEBAgIULsqIa6vqEhpVePgAD17ql2NUFvv3rBjByQnK0OXNRrlBnD8ePn7dutW/cfv3r18uHDiRM1rNTcHDpT/vGFDsPDO9aqRcEElL7/8MhERESxevJgZM2YQFhbGHXfcoXZZNyTBgqgOjUaDp6cnnp6etGnThpSUFOLi4khKSqKoqIiLFy9y8eJFjh8/jouLiyFo8PLyklW6dUhBQQGJiYkkJSWRnJxMSUlJua+7ubnRuHFj/P39DUPEhbgeSw0YdDod9913HydOnMDGxoYlS5bQokULtcsSNzB//vwaf++yZct4/fXXSSuzJztArmwJYXSRkcoFmLLtDz76CPz81KtJmAdPTxgzRrkJYc62boUvvlDCsMxMpfXNihVqVyXMhY8PjB9f/lhkZPnPAwOr/7hXf8/Vj2lKRUVw+LDSvujSJXB1VYZWBwYqg6lv1tU7Fzp2vPnHrKskXFCJRqPh+++/5+TJkxw8eJCHHnqI3bt3Gy6ImCMJFsTN0Gq1NGzYkIYNG6LT6UhLSyMpKYnExERycnLIycnhzJkznDlzBjs7O8N9GzRoICvUrYxeryczM5OkpCSSkpK4ePFiua9rNBq8vb1p2LAhvr6+EiiIGrHEgOHll19m9erVAMyaNYtBgwapXJEwldWrVzNjxgwOXn5Xo9fradSoES+//DKPPfaYytUJYX1atLjSM7rUqlUg/9yEEJYiLg6WLLny+fr11jdcVxjXyZPlP2/SpPqPcfWal/h4ZXC0qd+i790L7u7KnIfKNG4Mt9wCU6ZA27Y1O4cMczYeCRdU5OzszF9//UXnzp1JTk5m2LBh7N+/Hw8PD7VLq0CCBWFMWq2WBg0a0KBBA9q0aUN2drahDc7FixcpKioiLi7OcEHQzc0Nb29vvL29qV+/voQNFqY0TEhNTSUtLY3U1NRyA5kBQ6Dk6+uLj48PdnZ2KlUrrIklBQwLFy7kgw8+AOCxxx7jqaeeUrkiYQrr1q1jxowZ7NmzB1CeH318fJg+fTpPPvkkjo6OKlcohHWys4Nbb4XFi68cW7lSwgUhhOW45RbQakGnUz7Pz4dNm2ROiLi2S5fKf+7rW/3HqKxN0KVLpg8XyoxbrFR8PHz/vXK791749ltlJ1pVpaUpOyLKknCh5iRcUFlAQABLly6lf//+REdHM3LkSNatW4eNjY3apRlIsCBMSaPR4ObmhpubGy1btqSgoMCwo6G0RU5WVhZZWVnExMQAEjaYO71eT1ZWFqmpqYZAobCwsML9pBWWqA2WEDDs37+fiRMnotfr6d27N19++aVZ1Sdu3ubNm3nttdfYvn07oDxP1q9fn2nTpjF58mScZdmhECY3fLgSLrRtq3x8551qVySEEFXn5QW9eintkQC6dlXCBiEqk5enzBoqqyYvN52cKh7Lzq5ZTaby+++wZ4+yaKCquxhkmLNxSbhgBnr27MmcOXN49NFH2bRpE1OmTOGLL75QuyxAggVR+xwcHGjSpAlNmjRBp9ORnp5uWO2elpZWadhQr149vLy88PDwwMPDg/+3d9/hUVRdHMe/qSQhhNB7NXQQkCIICIhU6bwgvXcbCmIHrNhQsQKCNKnSOwiGJmDo0jvSS6SnkLL7/jFmSUjdkGSyye/zPPuwszNz5+zdzbI7Z+652bJl04nqNBQWFsbt27e5desWN2/ejDeZ4OXlZUsK5c6dG8+4vqmIpIL0nGC4evUqbdq0ITg4mKJFi7Jw4ULc3d3NDktSyLZt2xg1ahT+/v6AkVTw9fXltddeY9iwYXh7e5scoUjm0aYNnDkDxYubHYmISPIMGwbdukGrVpozRhIWFBT7seQMkI3rJ3tcbaeUHDmMkYbPPguPP278n509O9y/D9evG+WSli6F+fNjljs8dw6aN4e//jJKJiXm4eSCj0/y5qQQg5IL6UTfvn05cOAA33zzDd9//z0VK1Zk0KBBpsakxIKYzdnZmZw5c5IzZ05KlSoVb7Lhzp073LlzJ8Z+2bNnJ3v27Eo4pLCwsDBu3brFrVu3bAmF4HjGLEZPJuTKlUtX5oqp0mOC4f79+7Ru3ZqLFy/aSiXmzZvXtHgk5ezcuZNRo0axbt06wEgqZMuWjWHDhvHaa6+RPXt2kyMUyXyyZTNuIlu3wrFjxgiWfPnMjkYk6dq3NzsCSS9eeQWuXoXWrY2T6g+XBIprroLkXL8UV5GI+OZBeBQFC8KvvxoljuI6ppubMaFziRLQqRN88AF06WIkG6JcvGgk3zZuTPx4DycXqlSBdHDdmcNSciEd+eKLLzh06BC///47L730Evnz56eNSeN1lViQ9Ci+ZENgYCA3b97k1q1bhIaGYrFYuHnzJjejFRl0dnbGx8cHX19ffHx88Pb2xtvbGw8Pj3Rx9XJ6ExkZSVBQEPfu3ePevXu2ZEJ8iQQnJydb/+bKlUvJBEmX0lOCwWKx0KFDB1vt/RkzZlClSpU0j0NS1r59+xg9ejQrVqwAjKRC1qxZefHFF3n99dfJmTOnyRGKiMhPP8Hs2caJpFq14NVXoWNHs6MSEUmayEiYNcuYN2DePHB1hblzoUOHB9vENUohjuICibp/P/ZjqTFFWOnSxi2pHnvMKBHWqBH8V3UUgE2bYNUqaNEi4f01mXPKUnIhHXF1dWX+/Pk8/fTTHDhwgK5du7J27Vrq1q2bpnEosSCOInqyIUpoaKjtivqoW1TCIWo5OhcXF7JmzWpLNkS/n9FLk1itVoKDg20JhOjJhJAELkeInkiIGh3i4+OTruaKEYlPekkwDBgwgJUrVwIwduxYOkT/NSAO59ChQ4wePZrFixcDxuerp6cnQ4YM4c033yR37twmRygiIgDh4caJJwCrFbZvh+7dzY1JRMQe27cbiYUoERFQrVrMbeKqvBkaav+x4jotkF6qembJAr/9BqVKxSzV9MMPCScXgoPh+PGYjym58GiUXEhnfH19WbNmDU899RT//PMPrVu3ZsuWLVSoUCFNjq/Egjg6Dw8PPDw8yBdtjPP9+/djJBuiTqRbrdY4yypFcXd3x9PT09ZmlixZbPejP5beyi1ZrVYiIiIIDQ3l/v37hIaG2m5RyyEhIYSEhGCxWBJsy83NDW9v7xjJBCUSxNGZnWB4++23+eWXXwAYNmwYb7zxRpocV1JH165dmT9/PlarFavVSpYsWRg0aBBvvvkm+fPnNzs8ERGJZssWeOhaI1q3NiUUEZFkWbYs5nLU3ATReXqCi0vMSZ3jKUKQoPScXAAoUAAGDoSvv37w2MaNxoiLuMorAezfDw+fBlFy4dEouZAOFSxYkLVr11KnTh3+/fdfmjZtyo4dOyhcuHCqHleJBcmosmTJQr58+WIkHCwWC8HBwTGu1o9KOkRdtR8WFmabrDgh7u7ueHh44Obmhqura7w3FxcX231nZ2fbiczokx/fvn2b0NBQ20kqMEoURUREJHiL2iYqeRAZ/VtEIpydnWON2ohadnd3V9koyZDMSjB8++23jB07FoAuXbowbtw4/Y05uLlz59ru58mTh1deeYXChQvb5ltIjp49e6ZEaCKSCKsVjh6FcuXMjkTSio+PUQJp9Wq4d8+42jeVf2aLiKSoYcPAz89IMmzYYEzwHRdf35gjHK5csf9Yly/H3W560qpVzORCcDAcPBh7NEeUh0siZckC5cunXnyZgZIL6VSZMmVYtWoVDRs25OLFizz77LPs2LED31T6K1ZiQTKbqBPq3t7eMZIOABEREbZyQSEhIbGu+g8NDSU8PNy2fVQSIiX89ddfKdJOFCcnp3hHXHh5eeHt7Y2np6dObkqmlNYJhnnz5vHaa68B0LhxY6ZNm5buRj5J8kS9ZwIDA3nvvfceuS0lF0RST3i4cWJ5xQpYudI4cXLlCuTNa3ZkkhaqV4f5842rWjdujHlVr4gjuXMH1q6FpUuNq8sXLjQ7IkkrBQsaV+sPHGiUA4prXgQw5jDYvv3B8rlz9h/r/PnYx05PIxcg7sTAtWvxb79nT8zlihWNeSsk+dR96VjNmjVZuHAhrVq14tixYzRt2pRNmzbhkcKzpyixIBKTq6srPj4+Cf4dREZGxio5FB4eHmMUQUIjDBIrRxRd9BEPCY2GcHV1tY2iiLpp5IFIwtIqwbBhwwZ69+5NZGQk1atXZ+HChRl+XpfMJGqkmYikfxYLdOtmXLUeZfVq6NXLvJgk7WXJAk2bmh2FSPL8+Sc888yDCXpdXODmTciRw9y4JO1lzWrc4lK2bMzkwunT9rd/5kzsNtObaFNw2ty8Gf/2D49ceOKJpB2nf3+YMsW4f/CgMan0lCnGhQp//w2BgUY5qscfh0GDoGvXpLULcOgQzJxpjEQ5fboAcB+4Sa9ePgweDP/7HyT08/R//3uQYDx/3hiR9/vvMHWq8R64eNG4uGL5cmjZMulxJZWSC+lcs2bNmDp1Kj169CAgIID27duzfPnyFKt3rsSCSPK4uLjg5eWFl5fXI7VjtVoJCQnh999/B+DZZ5+1tamkgEjaSO0Ew969e2nfvj2hoaGUKlWKlStXki1bthRpW8zn7+9vdgh2O3fuHN9++y0rV67k3LlzZMmSBT8/Pzp16sTQoUMf+f+2KHPnzmXq1Kn8/fff3Lx5k/z581OvXj1eeOEFatWqleC+x44dY9WqVWzatIn9+/dz5coVnJycyJcvHzVr1qRnz560aNFC/1eK3bJkgSZNYNGiB4+tWKHkgog4jipVIPrg18hIY6Lybt1MC0nSoYev6A8IsL+NHTtiLqfHMoIPz6MDkD173NuGhxsn8qNL6nwLf/9t/OvhYYwWKlcOzp6Nuc39+7B5s3H74w+YPDnhNu/cgRdegFmzjFKNBpf/bvn44w+jnZYtYd48iO8r+v79xr++vsY27dvD4sWxt3v88aQ8U/s5WXWplUP46quvGD58OAA9evRIkVIKSiyIpA8hISG22txNmjTB09PT5IhEMqejR49y7NgxAAoXLpwiCYZTp05Rp04drl69Sv78+dm2bRslSpRIiXBFkmXlypV069Yt3vmEokpzlixZMtnHCA0NpWPHjqxYsSLO9c7OzowZMybeElK9evVixowZiR6nadOmzJ07N1XKhl64cIEiRYoAcP78+VSf+0zS1tSp0Lfvg+UnnoBduxK+KlBEJD1p1cpIjEbp2NEo+SUSZc+e2PMOnDhhzNeQFMHBxsnqaBWhWbQI2rVLsRBTxLZtUKdOzMcCAqBGjdjb7t9vJOei274dErnmBYvFKAcVEmKUUbRa4fp147F27YwSVDdvGif0o4/2mDkTunePu81r1+Dpp+G/n5/4+sJzz0H+/LcZN+4HoAIuLq2JjDS+nHTvbrT3sHv3jPmErFbjubm5wc6dxoiOVq2M1/vuXaNPUuuaKBX6dRCvvfYar7/+OgAzZ87krbfeeqT2lFgQERGJqWzZspQpUwYwTizu2bPnkcrdXL9+nSZNmnD16lV8fHxYs2aNEgtiqv3799OpUydu376Nt7c3H3/8Mdu2bWPDhg0MGDAAMEYMPPfcc9yLXjPGTv369bMlFho2bMiSJUsICAhgypQpPPbYY1gsFkaNGsXkeC7nunjxIgA5c+Zk4MCBzJ49m23bthEQEMDEiRNtf6dr166lVatWdpUaFAFo0QIaNIAvvzQmdFZiQUQcTZs2xknEJk3ghx9g3DizI5L05okn4L/rJGzmzUv6/osWxUwseHgY77f0ZtWqmMtubvGXb3q4JJKzc9Ku5j9+3EgsgJEUuH4dOnUyShDNmAHvvmv8DR45ErPs0BdfxN1eWJiRlIhKLIwYARcuwK+/wrBhd4F3gLasXn2VokWNbX79NXb8YIyoiPrJum+fkVjo3dsogzVtmhHbZ5+lXmIBNHLBoVgsFvr06WO7kmvcuHG2iSHtocSCSPqikQsi6UtKjGAICgqiTp067N+/nyxZsrB27Vrq16+fGuGKJFnDhg3ZuHEjrq6ubN68mdq1a8dY/8UXXzBy5EgA3n//fUaNGmX3MTZt2kSDBg0AaNWqFYsXL45RzjMwMJBq1apx7tw5cuTIwenTp2ONPOjduzdPPfUUvXr1IkuWLLGOERwcTNOmTdm6dSsAM2bMoEePHnbHmhCNXBDJWCIjjbr0IhnFvXvG+zq+8i+S8Wzfbkw+bE911Zdfhu++e7BcooRxojwpExg//TRs2fJguVUrWLYs6cdOC7duQcmSMedYaNAg/hPpr7wC3377YLlcOTh8OPHjzJsHnTs/WO7WzRhFENdPxOvXjaRO1ETb165Bnjwxt3ntNfj6a+P+998bpZGiPPwddO/ewrRubax77z344IOYbf30Ewwd+mB50CCYMCHx55SSNHLBgTg7OzN58mSaN28OwOuvv86vv/5qVxtKLIiIiCTsUUcwRERE0LJlS/bv34+TkxOzZ89WYkFMt3PnTjZu3AgYIwseTiwADB8+nHL/FdP95ptvCI9+uVoSff7554AxN9GPP/4Ya56w3Llz89lnnwFw8+ZNpkTNjBfNtGnTGDhwYJyJBQAvLy9++ukn2/KCBQvsjlNEMpe2bY0TZV9+aZQFEXF03t5KLGQm9+8bowZy5zYmo//hh7jnGnjYq68aV/JHOXMmaaNc5s6NmVgA+O/6kwRt3GiccI9+mzYt4X2Se8l7ZCT06BF78ubevePf5+Er/5M630LUnAZgJA4mTYp/xGOePFC37oPl48djrj9zxnj9wChnFj2xEJfoo0WOHIm9ft++B/fLlImZTEorSi44GDc3N3777Tdq1aqFxWKhX79+rF27Nkn7KrEgIiKSNMlNMFgsFrp06WI7ifvjjz/Svn371AxVJEmWLFliu9+nT584t3F2dqZnz56AceI/6n2cVPfu3WPDhg0ANG7cON6r/du3b2/7Droo+qy6dqhYsSK5c+cGjLlNRETic+8erFtnnCh7/XWjNnZ6u/pWRCQhmzYZn2VhYcbn2UsvPbgyPiElSkC/fjEfGzMGVq6Mf5+AgNgnvJs3j3nCPCW98gq8+SZcuZL0fQIDoXXrmPOOAFSqZCQc4mK1xkwSQPKSC+++G//EylGKF39w/+FKo598YryOTk7w8ceJH9vN7cHIu6CghGMbMyZmMimtKLnggLJmzcqKFSsoW7YsYWFhdOjQIdEff0osiIiI2MfeBIPFYqF37962q6jHjBnD4MGD0yRWkcRs+e/ys6xZs1Lt4dn9ook+yiaq7FBSBQQEcP+/X7oJjdZxd3en1n8z5wUEBCRrhARAWFgYYCRFRETis3atcSInipsbaEChiDiShxOiTz4J+fIlbd/334f8+R8sh4Yao7lefdUYyRX18+bcORg9Gp55Bm7ceLB91qzw1VePFH6C7twx5gQoXBgaNYLx42Hr1tgjM0JCjCTxiBHw2GOx51rInt2YlyC+r4WnThnHis7e5IKXF3Tpkvj20acDy5kz5uNR1/tYrUay++GRHkWKFAasgJUiRQrj4mKM0oDYo5UsFjh48ME6sybb1jdxB5UrVy7Wrl1LsWLFCAoKolWrVmzevDnObZVYEBERSZ6kJhgsFgv9+/dn5syZALzwwgvJqlcvklqO/DeO2s/PD9cECu2WjTYD3pG4xl4n4RgPt5PQcSIiIjiRjBole/fu5c5/vxATO5aIZG4PX6HboIHKyYiIYwkKinlFeqtWSd83b15jcuasWR88FhEB33xjnNz29DROmhcrZtTzj351vIuLMbdAWnzVioyEP/6AYcOgXj3IkcN4zrlyGfNMeHkZ5e3GjYudJPD1haVLE56cOa7JkJOSXLhxAy5eNO4/9VTS5ry4dOnB/ehJoB07jFEXyVWiRMzlEycevF5160I8FUVTXRKm8JD0qmjRovzxxx/Ur1+fCxcu0LJlS1atWkXdaGOVlFgQERF5NFEnLo8dO8aFCxcAYkzybLFYGDx4MFOnTgVg0KBBfPvtt3ZPAi2SWkJDQwn875dMYhMT58iRg6xZsxIUFMT58+ftOk707RM7TtREdVH7lS9f3q5jffLJJ7b7nTp1smtfwPa3HJ/Lly/b3aY4rvv3jRMaixbB2LFGTWvJOH74Adq3N678XbYM2rQxOyKR1HHvnjHpb+PGZkciKW3qVOOK/rVrjc+xtm3t2792beP/uQ4d4OGvQPGVV8qRw0gsPPdcskJOERERMUdRxOWZZ4x5HaJ9tYzTw8mFokVjjiqIT/SyQzVrJr691Qo7dxr3c+SAQoUerIsaZQDQtWvcyY1bt27x8ccfAfDOO+/i6+trW/fw33b02J58MvHYUouSCw6uZMmS+Pv7U79+fS5dusRzzz3H2rVrqVWrlhILIiIiKSShBMNLL73Ezz//DBgT5f74448q0yLpyt27d233vb29E90+Krlw7+EisSl4nKzRLp+z9zgLFy60lR+rVq0aHTp0sGt/iJnckMxtwACYP//BVZBPPQXxTEsiDsrTE1q2NG4TJkAyK7GJpEv378P06cYJ5/XrjeWzZ42r0CVj8fExJgDu2DF5+9esCYcPw+efw8SJcP16/Mfp1cuYWyBv3uTHm1Svvmq8Xzdtgj17INrXyXjlzAnNmsHQoVCnTtKOkxKTORcokPj2O3Y8SIg0bvxgvgSIOa9Enz7w7LOx979w4R4ff2zMuj148DAKF/ZNUmxVqiQeW2pRciED8PPzsyUYrly5QrNmzVi6dCkhISFKLIiIiKSQuBIM06dP58cffwSgV69eTJo0SYkFSXdCQ0Nt993d3RPdPst/Y6pDQkJS7ThZoo3btuc4R48etU1I7enpyYwZMzRKSB7JjRsxyyssWqTkQkbm7Gxe2QiR1ODiAm+9FfPq7uXL4cUXzYtJ0q9s2eDDD42Jf3fvhr//NpIMVqtxwr58eahVC5LwdTFODRo8mMMhqSpXNm5g7Hv6tDE/wsWLxvs6JMQoj5QjhxFjpUoP5iqwx+rV9m0fJfoJ/KQc879rzgBj1Fx00eeRsLef4rJv34P7Si7IIytdurQtwXDt2jXatm3LRx99RMmSJZVYEBERSSHREwzffPMNv/76KwDdunVjypQpSixIuuTh4WG7HxZ9VtN4RE3K7OnpmWrHuR9tDH5Sj3Pp0iWaN2/O3bt3cXJyYsqUKXaXU4qSWMmny5cvUzMpY9/F4bVrZyQUovz+u3HVZFJqKouImM3V1Shb89+0X4BRe17JBUmIi4sxkiG9fdVxcjIma37sMbMjeSB6cuHs2YS3PXLkwd9imTKxR5lEq3DEwYOPXsIsKrZcuRIvC5Wa9As4Aylbtix//PEHuXPn5tatW7z77rt4eXkpsSAiIpKCypYty4oVK2yJhc6dOzNt2jRcoo95FUlHskU7S5qUEkRB/80Ml5QSSsk9TlC02QKTcpwbN27QpEkTzv73q278+PF06dLFrviiK1y4cIK3AkkZ9y4ZQsuWxsk5MGpSf/ghWCzmxiQiYo/o84i4uBifafocE3l0ERFGKakoy5cbE0/HJSQEevc29gHj+8TD151FH10wcWL88108LK6/53//fTDRtJmjFkDJhQynQoUK/PHHH+TJk4dbt27Rpk0bduzYYXZYIiIiGYLFYuHFF19k8uTJgDGR7MyZM3F11WBQSb88PDzI/d8MtYlNZHzz5k3biX975yWIPolzYseJPnIgsePcvXuXZs2acejQIQA+/PBDXnrpJbtiE4mPry8sXGj8QN+2DV5/HbJnNzsqEZGka9oUunSBWbOMEjerV8c+qSki9jt69EECwMkJjh2DTz+Nvd3Fi9CiBQQEGMv9+8c9N8azzz6Yx+LYMejUCW7ejP/4J0+6MnIkfPRR7HXppSQSqCxShlSpUiX8/f155plnuHbtGk2bNmXlypXUrVvX7NBEREQclsVi4YUXXmDChAkAdO3alenTpyuxIA6hXLlybNmyhZMnTxIRERHv+/bo0aMx9rFH9BJF0dtJ6Diurq74+fnFu11ISAitWrVi586dALz++uu8++67dsUlkpjWrc2OQFLDlCnw9NNQqpTZkYikLm9vmD3b7CgkpV24AP36GeX72raF/PnNjijziV4S6ZVXYPx4Y6LrlSuNRIGzs1HeaMWKB0mIOnXgu+/ibs/LC776Crp3N5aXLYOiRY3SZuXKGXNdXLzoA8wBqtGwofGi/zdgPt7YzE4uKJeZQVWoUIGNGzeSP39+7ty5Q4sWLdi8ebPZYYmIiDgki8XCoEGDbImFHj16MGPGDCUWxGFEXWQSFBTE7t27491u06ZNtvt16tSx6xg1atSwTeQcvZ2HhYWF2UbWRt/nYeHh4XTo0MHW1uDBg/n888/tiklEMqezZ40rR0uXhscfh/ffhyRUhRMRSTeWLIF162DIEChYEFq1MjuizCf6Cfx+/WD0aOP+9u1G2aP33zdGP0YlFrp1M+ZuijYNWSzduhklkaKmHLt3D+bNMybZfvtt+OEHH6AzYGTGfXzinhtDyQVJE+XKlWPTpk0ULFiQu3fv8txzz7Fx40azwxIREXEoFouFfv362Uoh9enTh6lTp2qOBXEobdu2td2fOnVqnNtYLBZmzJgBgK+vLw0bNrTrGNmyZaNRo0YArF+/Pt7SSIsWLeLOnTsAtGvXLs5tIiMj6dq1K6tXrwaMhN6PP/5oVzwiknlFn6T7wAHjKtKETvaIiKQ30T/HrFbIkcO8WDKrv/82/nVzMyZoHj3aGKXQtCnkywdZskCxYtCzJ2zebIwwiEoaJGTgQDhxwmivTh3InduYK8XDA/LmjQS2AOP5+edArl6NewReVHLBwwPKlk2pZ5w8Si5kcKVLl2bTpk0ULlyYe/fu0bJlS9auXWt2WCIiIg4hMjKSHj16MG3aNAAGDBjA5MmTlVgQh1OzZk3q1asHwJQpU9i+fXusbcaNG8eRI0cAeOWVV3Bzc4uxftq0aTg5OeHk5MSYMWPiPM6IESMAiIiI4IUXXiDyoVnvAgMDeeONNwAjgdG/f/9YbVitVgYMGMCCBQsA6NChA1OnTsXJycmOZywimdnChTGX27R5MHG3iEh6FxhonKyOrn17c2LJzKJO4JcpYyQYwChhtGYNXLkCoaHGSLnp0+G/r9lJVqiQMVph61ZjrpTwcGNS6N27LwNPA8No1iw03sT4vn1G0ikkxPz/35RcyAT8/PzYtGkTRYsWJSgoiNatWzNr1iyzwxIREUnXQkNDadmyJbP/K2I7ZMgQJkyYgLNmyBMHNX78eDw9PYmIiKBJkyaMHTuWHTt24O/vz6BBgxg5ciRgXJwyfPjwZB3jmWeeoXPnzgAsW7aMxo0bs2zZMnbt2sXUqVOpVasW586dA+DTTz8lRxyX4Y0YMcI2uqJixYq8/fbbHDlyhIMHD8Z7E0lp9+/DjRtmRyHJYbEYJSKiJs0EnZQTEceSNSvMmWNM1J0tm3E1fJMmZkeVuVy7ZiQQACpWNDeW9E65+0yiZMmSbNmyhaZNm3L06FF69uzJ1atXee2118wOTUREJN25desWTZs2JSAgADAmkf3ss8905bQ4tKpVqzJv3jy6d+/OnTt3ePvtt2NtU7p0aVauXEm2bNmSfZxffvmFO3fusGrVKvz9/fH394+x3tnZmffee49BgwbFuf/CaJccHzx4kGrVqiV6TKvVmux4RaLcuwerV8PixUbZgz59jMkbxbE4O8MPP8C338K2bUbd8mefNTsqkbQTGAhLlxojeIYN00lpR+TpCR07Grf7941Jg728zI4qc4k+p4GSCwnTpXeZSNGiRdm6dStPPvkkFouF4cOHM3LkSCwWi9mhiYiIpBsXLlygdu3atsTCuHHj+Pzzz5VYkAyhVatW/P3337z66quULl0aLy8vfH19qV69Op999hl79+7Fz8/vkY7h6enJypUrmTVrFo0bNyZv3ry4u7tTpEgRunbtytatW+MtqyRipq+/hk6djKtF79416l0rb+W4XFyMMhXjxhl1sUUyg1dfhfz5jQnNV6+G+fPNjkgeVZYskITrLCSFRU8uVKpkXhyOwMmqy3wynaCgIDp27BhjgjxNTClinpCQENatWwdAkyZN8EzKDEAikiqOHDlC48aNuXjxIq6urkybNo1u3bqZHZaIpLELFy5QpEgRAM6fP0/hwoVNjkjSwsGDsU8gBARAjRrmxCMiYq9x4+C/6Y8AyJXLKO1idk12EUfTo4cxQTPAqVNQsmTaHNcRv4Nq5EImlDVrVpYuXUrPnj0BmDlzJi1btiQ0NNTkyERERMzz559/UrduXS5evEjWrFlZsWKFEgsiIplIhQpQqtSDZScn2LnTvHhEROz18Pwi//4be2JgEUlc1MiFrFmhRAlzY0nvlFzIpNzc3Jg2bRqvv/46AGvWrKF+/frcunXL3MBERERMsHTpUpo0acKNGzfInTs3f/zxB02bNjU7LBERSUNOTkZZpMaN4aef4OJFGDrU7KhERJKuRAl44gmjPn+HDjB7tkZfidgrLAyOHjXuly9vfD+Q+GlgVCbm5OTE559/Tv78+Rk+fDgBAQHUrl2b33//3SGG3YiIiKSEyZMnM3ToUMLDwylWrBhr166lTJkyZoclIiIm+PBDnURwVFarXjsRMOaNKVxYEwA7orNnjTkWChQwO5LMzd3dSDBI0mjkgvDaa68xc+ZMXF1dOXr0KLVq1eLIkSNmhyUiIpLqPvnkEwYNGkR4eDiVKlVi27ZtSiyIiGRiOjntuGbPNkpbjRpllLPQ7JKSWZUurcSCo/roIyhUCJ56Cr78Ev75x+yIRBKn5IIA0L17d5YvX46XlxcXL16kbt26/Pnnn2aHJSIikiosFgsvv/wy77zzDhaLhXr16rF582YKFixodmgiIiKSDAsXwuHDxuiTKlVgwACzIxIRSbqICFi61EiMbt8Or78OCxaYHZVI4pRcEJtmzZrxxx9/kCtXLm7cuEGTJk1YunSp2WGJiIikqIiICDp37sx3330HQNu2bVm7di2+vr7mBiYiIiLJEhQEa9bEfKxOHXNiERFJjj//hMDAmI+1a2dOLCL2UHJBYnjyySf5888/KVq0KMHBwXTs2JFJkyaZHZaIiEiKuHPnDk2aNOG3334DYODAgSxYsABPT0+TIxMREZHk+v13CAl5sOziAq1bmxePiIi9/vkHfHweLFeuDCVLmhePSFIpuSCxlClThm3btlGxYkXCw8MZNGgQL730EpGRkWaHJiIikmwnTpygevXq+Pv7AzBq1CgmTJiAi4uLyZGJiEh6dfcuzJ8PY8aYHYkkpHVr46rf116DYsWgYUPIlcvsqETSj6tXISDA7CgkIT17wrVrsGoV9O8PffuaHZFI0jhZrZrmSOJ269YtOnXqxO+//w5Aw4YNWbx4MdmzZzc5MpGMJSQkhHXr1gHQpEkTXUEtkgrWrl1Lly5duHnzJq6urvz4448MUDFmEYnHhQsXKFKkCADnz5+ncOHCJkckae3CBRg6FNatg/v3jYmeL1wATc2T/lmtcOsW5MhhdiQi5rp+HebMMeYj2bIFSpWCo0c1cb1IeuaI30E1ckHi5evry6pVqxg2bBgA/v7+VKtWjaNHj5obmIiIiB3GjRtHy5YtuXnzJrlz52bDhg1KLIiISIJy54aNG43EAhgnrBcuNDUkSSInJyUWRABOn4ZXXoHNm43PsOPHjUnPRURSkpILkiBXV1e+/vprpkyZgpubG6dOnaJWrVqsWLHC7NBEREQSFBYWRs+ePRkxYgQRERE8/vjj7Ny5k6efftrs0EREJJ3z8IA2bWI+Nn++ObGIiCRHjRrw8EXPSpKKSEpTckGSpG/fvvj7+5M3b15u375N27ZtGTt2rNlhiYiIxOnq1avUq1ePmTNnAtC+fXv+/PNPihcvbm5gIiLiMDp1Mv51dYXmzY0a2CIijsLZGdq3f7CcNSuEhpoXj4hkTEouSJLVqVOHnTt3UrVqVSIjI3n77bfp0qUL96PGCouIiKQDu3fvplq1agT8N2vd6NGj+e233/D29jY5MhERcSRNmsCUKcZEqKtWQa9eZkckImKfzp2NiYKXLjXmYPjkE7MjEpGMRskFsUvRokXZunUrnf67jGfu3LnUqVOHy5cvmxyZiIgIzJ49m6effpqLFy/i5eXFb7/9xpgxY3B21lceERGxT5Ys0Lcv5MxpdiQSn/nzISDAqCcvIrHVrg3Tp0Pr1uDpaXY08jCLBVq0gE8/hVOnzI5GJHn0S1vs5uXlxdy5c/noo4+AB1eI/vXXXyZHJiIimZXFYuHNN9+ke/fuBAcHU7RoUf7880/+97//mR2aiIiIpIKwMBg8GJ58Eh57DN56C3TNm4g4ku3bYfVq4/PLzw+qVYNbt8yOSsQ+Si5Isjg5OfHOO++wePFivL29uXz5Mg0bNmTGjBlmhyYiIplMUFAQrVq14rPPPsNqtVK3bl127txJlSpVzA5NREREUsnvv8PNm8b9M2eMK3/Dw82NSUTEHvPnx1wODQVfX1NCEUk2JRfkkbRt25Zt27ZRokQJQkJC6N27N8OHD8disZgdmoiIZAKnTp2iRo0arFq1CoD+/fuzYcMG8ubNa3JkIiIikprmzYu5/NRTULSoObGIiNjLYoEFC2I+9l8FchGHouSCPLJKlSoREBBAgwYNsFqtfPXVVzRs2JArV66YHZqIiGRgCxcupEaNGhw5cgQXFxe+++47Jk2ahLu7u9mhiYhIBnb9uspWpAcVK0KpUg+Wn3/evFhERJJj5kyjvFuePMZyx47mxiOSHEouSIrInTs369atY+jQoQBs3ryZypUrs3btWpMjExGRjCYsLIyhQ4fSsWNHbt68Sc6cOVm7di0vvvgiTk5OZocnIiIZ0N27xkmg5s2hQAGYPNnsiGTkSDh2DPbsMe7rpJxI4s6fh3HjoEYN2LfP7GgyN2dneOYZ+OknuHQJtmyB8uXNjkrEfkouSIpxc3Pjhx9+YM6cOWTLlo1r167RokULRo4cSWRkpNnhiYhIBnDy5Elq1qzJTz/9ZJtfYd++fTRq1Mjs0EREJAMbPhx69oQ1ayAyEubMMTsiAXBygqpV4bPPjKSPiMSva1ejdNiIEbBrV+zSYmIeV1eoW9fsKESSR8kFSXGdO3dmz549PPHEE1gsFr744gvq1q3LhQsXzA5NREQc2K+//kq1atXYv38/Tk5OvPPOO/j7+1OkSBGzQxMRkQzu4TrYe/YYV82LiDiKh78yz50LVqs5sYhIxqHkgqQKPz8/tm3bxssvvwzAjh07qFy5MkuXLjU5MhERcTShoaH06dOHHj16cOfOHfLmzcvatWv56KOPcHV1NTs8ERHJBBo2hHz5Hix7ecHff5sXj4iIvTp3jrl89izs3GlKKCKSgSi5IKkmS5YsjB8/nsWLF+Pr68uNGzdo3749L730EhEREWaHJyIiDuDIkSNUq1aNadOmAdCoUSP2799P48aNzQ1MREQyFRcX6N4dWraEWbPg6lXV+BcRx1KlijEJuq8v9O0L69bBE0+YHZWIODolFyTVtW3bln379lG7dm0sFgvff/89Tz75JKdOnTI7NBERSccmT55MjRo1OHz4MM7Oznz00UesXbuW/Pnzmx2aiIhkQl98AcuXG3XLvb3NjiZzun8fwsPNjkLEMTk5wcqVRnJ0yhRo3Nio9S9p6++/Yf9+laSSjEPJBUkTxYoVY9OmTbzxxhsA7Nmzh2rVqjFPMwiJiMhDgoKC6NKlCwMGDCAoKIhChQrh7+/PO++8g4uLi9nhiYhIJuXkZHYEMn06FCoEL70Ef/2lk3Mi9ipVCtzdzY4icxszxhhFUrEifPQR/POP2RGJPBolFyTNuLm58emnn7J69Wpy587N7du36dy5MwMGDOD+/ftmhyciIunAvn37qFq1KnPnzgXgueeeY9++fTz99NMmRyYiIiJmmzULrl+H77+HWrXgxRfNjkhEJOlu34ZVq4z7hw/De+/B+vXmxiTyqJRckDTXrFkz9u/fT4MGDQCj7EX16tU5evSouYGJiIipvv32W5566ilOnDiBq6srX375JcuWLSN37txmhyYiIiIm++cf2Lw55mOagklEHMnixUZ5tyhubtC+vXnxiKQEJRfEFAULFmT9+vWMGTMGJycnDh48yBNPPMHYsWOxWCxmhyciImno/PnzNGrUiFdeeYWQkBCKFy/O1q1bGT58OM7O+qoiIiIi8McfMZd9faF5c1NCERFJFldXKF78wXLz5pAjh2nhiKQI/WIX07i4uDB69Gg2bNhA4cKFCQkJ4e2336Z27docO3bM7PBERCQNTJgwgYoVK/LHf2cMOnbsyN69e3nyySdNjkxERCRh16/Dd9/BM89AaKjZ0WR8ffrAiRPw/vtG3fhOnSBLFrOjEnF8hw/DjBlmR5E5dO8Op04Zo7D694e+fc2OSOTRKbkgpmvYsCEHDx6k73+fqgEBAVStWpXPPvtMoxhERDKoCxcu0KhRI4YMGcKdO3fInTs38+bNY/78+fj6+podnoiISLwiIqBtWyhYEF5+Gfz9YcUKs6PKHPz8YNQoOHYMvv7a7GhEHNfdu/DVV/DEE1ChAvTrB4GBZkeVOTg7Q7168PPP0KaN2dGIPDolFyRdyJ49O1OmTGHVqlUUKlSIkJAQ3nzzTVvtbRERyTgmTpxIhQoVbKMVOnTowKFDh+jUqZPJkYmIiCTO1dWYlDMi4sFjuuo3bTk5gZeX2VGIOLZ334W9e437EREwf7658YiIY1JyQdKV5s2bc/DgQfr06QPAX3/9RZUqVfj88881ikFExMFduHCBxo0bM3jwYO7cuUOuXLmYO3cuv/32G3nz5jU7PBERkSTr2TPm8urVcO2aObGIiNgrWzZo3TrmY7NmmROLiDg2JRck3fH19eWXX35h5cqVFCxYkODgYN544w3q1KmjUQwiIg5q0qRJVKxYkfXr1wPQvn17Dh06xPPPP4+Tk5PJ0YmIiNinQwfw9DRuXbrA8uWQM6fZUYmIJF337g/uFyoE9euDrukUEXspuSDpVosWLTh48CC9evUCYMeOHVStWpUvvvhCoxhERBzExYsXady4MYMGDeL27dvkzJmTOXPmsGDBAvLly2d2eCIiIsni4wOrVsGVKzB7NjRrZpRLEhFxFE2bGhMKr1kD//wDn3xizAcgKSsy0riJZFT62JB0LUeOHEybNo0VK1ZQoEABgoKCGDlyJPXq1ePkyZNmhyciIgn4+eefqVChgm20Qrt27Th8+DCdO3fWaAUREXF4DRoYSQZJPbdvQ9euRiIn+hwXIvLo3NxgyhQjyeDiYnY0GdeaNVCkCLz+Ohw4YHY0IilPyQVxCM899xyHDh2i53/FTbdt20aVKlUYN26cRjGIiKQzFy9epGnTpgwcONA2WmH27NksXLhQoxVEREQkyebPhzlz4LnnoGhReO89syMSEbHPjBlw+TJ8+SU8/jj07m12RCIpS8kFcRg5cuRg+vTpLF++3DaKYcSIEdSoUYO//vrL7PBERDK9yMhIxo4dS7ly5Vi3bh0Abdu25dChQ3Tp0kWjFURERMQuU6c+uH/5Mhw6ZF4sIiL2unULli6N+VjNmqaEIpJqlFwQh9OyZcsYoxj27NlDnTp16N27Nzdu3DA5OhGRzGnDhg1UrFiRt99+m7t375IzZ05mzZrFokWLyJ8/v9nhiYiIiIM5dgy2b4/5mK74FRFH8scfcP/+g2U3N3j+efPiEUkNSi6IQ4oaxeDv70/58uWJjIxk+vTplC5dmu+//16lkkRE0sjly5f53//+R+PGjTl69ChOTk4MHDiQ48eP07VrV41WEBGRTOXYMZg50+woMob8+eHHH6FGDWM5b15o3tzcmEQyA4vFmKxeHl379sb/C2+8AfnyQatWkCuX2VGJpCwlF8ShNWjQgH379jFu3Di8vb35999/eemll6hevbpKJYmIpKKIiAg++eQTypQpw8KFC7FarbYydRMnTiSXvjWLiEgmERoK06dDvXpQtiz06wfXr5sdlePLnh2GDIGAADh4ECZPNq76FZHUceoUjBoFJUoYJ8UlZZQuDZ9+CufPw08/mR2NSMpTckEcnpubG6+99hrHjh2ja9euAOzdu1elkkREUklUCaR33nnHVgJp0qRJ7NixgxpRlxeKiIhkEiEhMHgwbN1qLIeHa/RCSqtQwbjiV0RSx+bN4OcHH34I584ZJcmOHTM7qozFzc0YgSWS0Si5IBlGwYIFmTVrFv7+/lSoUMFWKqlUqVIqlSQikgIuXrxIhw4daNy4MceOHcPJyYlBgwZx/PhxBgwYgLOzvlaIiEjmkyMHdOgQ87EpU8BqNSceERF71a4d+8T3L7+YE4uIOBadBZAMp0GDBuzdu5dx48aRLVs2bty4wUsvvUS1atVUKklEJBmiSiCVK1eORYsWxSiBNGHCBJVAEhGRTK9//wf38+SBFi1iTuIpIpKeublB9+4xHztyxJxYRMSxKLkgGVJUqaSjR4/aSiXt27ePp556il69evHvv/+aHKGIiGNYv369SiCJiIgkon596NsXFi6ECxfgiy/Aw8PsqEREkq5/f/DxgaFDYd8+WLbM7IhExBEouSAZWlSppI0bN1KhQgUsFgszZsygdOnSfPHFF4SFhZkdoohIunTixAnatm1LkyZNVAJJREQkEU5ORimk9u3B3d3saByXxQLTpsHt22ZHIpL5lCsHV6/CDz9A5cpmR+O4Tp+Grl3hjz+MzzSRjE5nBiRTqF+/Pnv37uWrr76ylUoaOXIkpUqV4pdfftF8DCIi/7ly5Qp9+/alYsWKLF261FYCKSAgQCWQREREJFX98Qf06QMFC0K/fhAQoLkrRNKSRlw9ul9+gTlzoFEjY5Lsb781OyKR1KXkgmQabm5uvPrqqxw7doz+/fvj7OzMuXPn6NevH48//jjLNOZPRDKxO3fuMGLECPz8/Jg6dSphYWEULlyYKVOmsGPHDqpXr252iCIiIpLBTZpk/BscbJyg69fP3HhEROwRFgaTJz9YPnMGTp40Lx6RtKDkgmQ6BQoU4Oeff+bQoUO0b98egEOHDtGmTRvq1KnDn3/+aXKEIiJpJywsjE8++YSSJUsybtw4goKCyJEjB1988QXHjx+nb9++KoEkIiIiqe7qVVi8OOZjgwYZJadERBzB4sXGZ1l0AweaE4tIWtHZAsm0ypYty8KFC9mxYwcNGjQAYNu2bdSrV48WLVpw6NAhcwMUEUlFFouFSZMm8dhjj/HOO+/w77//4unpyVtvvcXp06cZMWIEnp6eZocpIiLi0CIj4e+/zY7CMdy7B61bg4uLsezpCd27mxuTiBhUnixpmjc35qyoUMFYrlcPKlY0NyaR1KbkgmR6Tz75JH/88QerV6+mSpUqWK1W2/2uXbty/vx5s0MUEUlRixYtokKFCgwaNIgLFy7g4uLCoEGDOHnyJJ988gm+vr5mhygiIuLQAgPh88+hVCmoWRP+/dfsiNK/xx6DhQvh/Hn4+GN49VXQVxIR81it8NdfRnmyNm3MjsYx+PjA0KFw4ABs2gRjx5odkUjqU3JBBHBycqJZs2bs3r2b2bNnU7JkSSIiIpgzZw5lypThxRdf5MaNG2aHKSLySDZv3syTTz5Jhw4dOHr0KACdOnXi8OHDTJgwgYIFC5ocoYiIiOMLCoKSJeGNN4x62/fvw9SpZkflOAoUgLffNhIMImKOkyehShWoVcuY/2T5cjh82OyoHIeTEzz9NNSpY3YkIqlPyQWRaJydnenSpQtHjhzh+++/J2/evISEhPDDDz9QsmRJRo0aRXBwsNlhiojYZf/+/TRt2pT69esTEBAAwLPPPsvOnTuZN28epUuXNjlCERGRjCNrVmjVKuZjP/0EFos58YiI2KtwYbh0KeZj331nTiwikr4puSASB3d3d1544QVOnTrFBx98QLZs2bh9+zYffvghJUqU4P333+fevXtmhykikqA9e/bQpk0bqlWrxrp16wCoVq0av//+O7///jvVq1c3OUIREZGMaejQmMs+PnDlijmxiIjYy8PDmFA9ugULjJFYIiLRKbkgkgBvb2/ee+89Tp06xbBhw3B3d+fatWuMGTOGIkWKMHz4cAIDA80OU0Qkho0bN/LMM89QvXp1li1bRmRkJH5+fsybN4+AgACeffZZs0MUERHJ0J56yphroUcP2L4d9uwBVR8UEUcyZIgxwXrRovDpp3D0KGTJYnZUIpLeKLkgkgR58uTh66+/5sSJE7z88st4enpy69YtvvrqK4oVK8aAAQP4559/zA5TRDIxi8XC4sWLqVmzJg0bNsTf3x+r1Uq5cuWYNm0ahw8fplOnTjg7679+ERGR1ObkBNu2wYwZRs1yJyezI0qf7txRHXeR9KpQIfjzTzh1yphDJlcusyNKn/78E779Fu7eNTsSEXPoDIOIHYoWLcr48eP5559/ePfdd8mePTvBwcFMnjyZ0qVL8/zzz3PkyBGzwxSRTCQyMpKpU6dSqVIl2rdvz86dOwGoUaMGixYt4uDBg/Tq1Qs3NzeTIxUREclcXFzMjiD9++UXqFABGjeGZcsgMtLsiEQkuiefBFdXs6NI3z7+GF55BYoUgZEj4fx5syMSSVtKLogkQ548efjwww85d+4cn332Gfny5SMsLIz58+dTsWJFWrRowV9//WV2mCKSgd2/f59vvvkGPz8/+vbty+H/Lvtr1KgR69ev56+//qJdu3YaqSAiIiLpksUC339v3F+/Htq0gZdeMjcmERF7HD4Mq1cb92/fhi++gFWrzI1JJK3pjIPII/Dx8WHkyJGcPXuWn376iRIlSmCxWFi9ejW1atXi6aefZu3atWaHKSIZyL179/jggw8oVqwYr776KmfPngWgXbt2/PXXX6xfv55GjRrhpPoLIiIiko6tWmWUW4muSxdzYhERSY5vvom5nCuXMdeOSGai5IJICvDw8GDw4MEcP36cWbNmUalSJQC2bNlCs2bNeOKJJ5g/fz4Wi8XkSEXEUQUGBjJixAiKFCnC6NGjuXr1Kq6urvTq1YvDhw+zaNEiatasaXaYIiIikojr1yEszOwozBccDAUKPFiuXBnq1jUvHhERe/XsaYy6irqua8gQ8PIyNyaRtKbkgkgKcnV1pWvXruzfv5/ly5fz1FNPAbB3716ef/55ypYtyxdffMG9e/dMjlREHMWBAwfo2bMnxYoVY9y4cdy6dQsPDw9efPFFTp48ybRp0yhXrpzZYYqIiEgijhyBQYOgaFGYO9fsaMzXqROcOQOTJ0OZMjBsmCa+FknvwsNh5kyoVg3OnTM7GvPVrQtLlsCxY/DCCzB0qNkRiaQ9J6vVajU7CJGMymq1smXLFsaOHcuaNWtsj/v4+NCxY0dGjBhB2bJlTYxQ0oOQkBDWrVsHQJMmTfD09DQ5IjFbZGQk8+fP5/vvv2f79u1E/VedPXt2XnjhBV555RXy5s1rcpQiIhnXhQsXKFKkCADnz5+ncOHCJkckju7dd41JP6NUrgx79+pkehSLxbhp4liR9GviRPjkkwdJhWHD4OuvTQ1JJMNxxO+gGrkgkoqcnJx4+umnWb16NXv37qVv3754eHhw584dpkyZQoUKFWjQoAGLFi1SySQRITAwkPfee49ixYrRtWtXtm3bhtVqxc/Pj6+//pp//vmHjz/+WIkFERERB/Nw5cL9++H3382JJT1ydlZiQSS9O3gw5miFn3+GGzfMi0dE0gclF0TSSJUqVZgyZQoXLlzgs88+o1ixYlgsFjZt2kSHDh0oWbIk77//PoGBgWaHKiJpbOvWrXTq1IkiRYrw0UcfcfHiRQCaN2/OqlWrOHbsGMOGDSN79uwmRyoiIiLJ0bIl+Pk9WPb0jD2ZsYhIejZ8OLi4PFgOCoJffzUvHhFJH5RcEEljuXLlYuTIkZw6dYolS5bQqFEjAP755x/GjBlD4cKFadeuHX/88YfJkYpIarpz5w7jxo2jQoUK1KtXj99++43Q0FB8fHwYNmwYJ06cYNWqVTRv3hxnZ/13LSIi4sicnWHkSPD2Nv49c8aY+FNExFEULw7PP2/cf+opWLoUXnzR1JBEJB3QnAsi6cDhw4f58ccfmTlzJnfu3LE9XqpUKfr06cOQIUPw9fU1L0BJVZpzIXPZtWsX33zzDUuWLCEoKMj2eOXKlRk8eDDdu3fH29vbxAhFRMQR691K+hcWBnfvQq5cZkdinj17oFIlcHMzOxIRSY7jx+HaNWMi48woMhLeeAP69YNy5cyORjIiR/wOqkshRdKB8uXL8/3333Pp0iWmTJlCjRo1ADhx4gRvv/02BQsWpFOnTqxdu1ZzM4g4oBs3bvDVV19RpUoVatSowaxZswgKCsLDw4PevXuzfft29u7dy+DBg5VYEBERyaDc3TN3YuHqVahXzygP9e23RkkVEXEspUtn3sQCwIIFMG4cVKgAHTsa8+eIZHYauSCSTu3Zs4eJEyfaTkJGKViwIG3btqV///5UrVrVxAglpWjkQsZ0//595s+fz8yZM9m0aRNhYWG2deXLl2fQoEH06NGDHDlymBiliIjExRGvGhNJ74YPh6++erCcN68x74SuqxARR2CxQOXKxsTWUZ54AnbtAicn8+KSjMURv4Nq5IJIOvXEE08wceJELl26xE8//cSTTz4JwKVLl/jxxx954oknKFeuHO+99x7//POPydGKCIDFYmHt2rU8//zz5M2bl549e/L7778TFhZG1qxZ6dGjB5s3b+bgwYO8/PLLSiyIiIhIpnDpEvz4Y8zHnntOiQURcRzLlsVMLAC8844SCyJKLoikcz4+PgwePJgdO3Zw/PhxxowZg5+fHwBHjx7lo48+omTJktSuXZvx48dz69YtcwMWyYT27NnD0KFDKVy4MM2aNWP+/PncuXMHFxcXWrRowezZs7l69SozZsygXr16OOkbqIiIiPzHYoEtW8yOInUFBcUspeLqCu+9Z148IpLywsPNjiB11asH774LPj7Gcvny0LatqSGJpAsqiyTigKxWKzt37uTXX39l7ty5XL9+3bYuS5YsNGzYkB49evC///0Pd3d3EyOVpFBZJMd09uxZJk+ezIIFCzh27FiMdbVq1aJbt2506tSJvHnzmhShiIgklyMOSRfHtGGDMTno7t2wbRvUrm12RKlr82YYNQrKlIGJE82ORkRSwvXr8NlnsHChcWV/1qxmR5S6bt2CH34wkgvt2pkdjWQ0jvgdVMkFEQcXHh7O+vXr+fXXX1myZAnBwcG2ddmzZ6dFixb07t2bZ599FmdnDVZKj5RccBy3bt1i2rRpzJkzh127dsWYYL1UqVJ069aNbt262UYXiYiIY3LEH3bieLp1g9mzHyzXqwebNmX8EhtWK4SFQZYsZkciIo/CYjHKAn333YMJ2j/91EiYikjyOOJ3UJ1pFHFwbm5uNG/enFmzZnH16lVmzpxJ06ZNcXZ25vbt28yZM4emTZtSsGBBunbtym+//UZoaKjZYYs4jDNnzjB27Fjq1atHvnz5ePXVVwkICMBisZAnTx5eeukl/vrrL44dO8bo0aOVWBAREZEkqVEj5vKWLbBqlTmxpCUnJyUWRDICZ2c4cOBBYgHg88+NK/tFJPPQyAWRDOrKlSvMmzePX3/9lV27dsVY5+XlxVNPPUXLli15/vnnyZ8/v0lRCmjkQnpjsVjYvn07v/32G+vWrePIkSMx1nt5edGuXTu6devGs88+i5ubm0mRiohIanHEq8bE8dy/b5QH+ucfY7lMGfj+e3j2WXPjEhFJqt27oXr1B8uenrBkCTRpYlpIIg7NEb+DKrkgkgmcOHGCpUuXsnz5crZu3RqjlIuzszOPP/44zZo14/nnn6dKlSrmBZpJKblgvtDQUJYvX86iRYv4448/uHbtWoz1uXLl4rnnnqN169Y0bdoUb29vkyIVEZG04Ig/7MQxzZwJb74JY8ZAnz7GRMciIo6kfXtYvBh69IBPPoGM9F+m1ZrxS9VJ+uKI30GVXBDJZP79919Wr17NsmXLWLNmDXfv3o2xvmjRojRq1IgOHTrQtGlTXPULJ9UpuWCOy5cvM3/+fJYvX862bdsICQmJsb5s2bK0atWK1q1bU7t2bVxcXEyKVERE0poj/rATxxQZaYxg8PIyO5KUZbHA66/DoEFQurTZ0YhIajp9GgIDoWZNsyNJWVeuQPPmRgK4Y0ejDJRIanPE76BKLohkYmFhYWzatIlly5axfPly/okak/0fHx8f6tWrR5s2bWjbti158uQxKdKMTcmFtGGxWNizZw8LFy5k9erVHDhwIMYoHhcXF+rWrUvr1q1p1aoVpUqVMjFaERExkyP+sBNJT6ZOhb59jZEYL7wAo0ZBzpxmRyUiknTdu8OsWcb9J56Azz5T2TpJfY74HVTJBREBwGq1cuDAAZYvX86yZcsICAiIsd7JyQk/Pz9q165No0aNaN68uZINKUTJhdRhsVjYt28fq1atYvPmzezatYubN2/G2MbHx4dmzZrRunVrmjdvTk796hURERzzh51IenHvHpQqZVz1G6VuXWPCahERR7BpEzRoEPOxPn3gl19MCUcyEUf8Dqp6JyICGMmDxx9/nMcff5x33nmHy5cvs3LlSpYtW8b69esJCQnhxIkTnDhxghkzZsRINjz77LM0a9ZMyQYxVVQyYc2aNWzatImdO3fGSiYAFC9e3Fbu6Omnn8bd3d2EaEVEREQypkmTYiYWAN55x5xYRESSY+XKmMvZs8PYsebEIpLeaeSCiCTq/v37BAQEsHHjRjZu3Mi2bdsIDQ2NsY2zs3OskQ25c+c2KWLHopELyZPUZEKhQoVo2LAhDRo0oGHDhpQoUQInzcolIiIJcMSrxiRjuXUL3n0XGjWCdu3MjsY+YWHw+efw4YfG/WbNYPVqs6MSkbRmscDkydCyJRQsaHY09lu9Gl56CU6dgu+/N0q8iaQ2R/wOquSCiNgtKtng7+9vSzbcv38/xjYPJxueeeYZChUqZFLE6ZuSC0kTERHBnj17WL9+PZs3b2bnzp3cuHEj1nbRkwkNGjSgZMmSSiaIiIhdHPGHnWQMFgvMnGlMhnz9OhQpAkeOQNasZkdmvyNHjJNx338P5cubHY2IpKXjx2HAANi82UiQLlpkdkTJExpqlEIaNAhcXMyORjIDR/wOquSCiDyy0NDQWCMbHk42AOTNm5fy5ctTuXJlatasSb169WwfmpmZkguxRUREsHv3brZt28auXbs4cOAAJ06ciDViBoxkQlQioWHDhkomiIjII3PEH3aSMaxZA82bx3zs5Zdh/Hhz4hERsdeKFfC//0H0UwILFkCHDubFJOIoHPE7qJILIpLikppsAMidOzfly5enSpUq1KxZk7p161KsWLE0jthcmT25EBYWxu7du9m+fXuMREJ875mCBQvGGJnw2GOPKZkgIiIpyhF/2EnGYLXCs8/CH388eCxfPmMUQI4c5sUlIpJUgYFQrpzxb5T8+Y3yQl5e5sUl4ggc8TuokgsikurCw8M5dOgQu3fvtt32798f78njXLlyUa5cuRgJhxIlSqRx1GknMyUXwsLC2LlzJ9u2bWP37t0cOHCAkydPEhYWFuf2+fPnp1q1ajFuBQsWVDJBRERSlSP+sJOM49gxqFLFKMfRpo0xQXLevGZHJSKSdHPmQNeuxv3ixY3PscaNTQ1JxCE44ndQJRdExBTh4eEcPnw4VsIhrrI3AD4+PhQpUoQSJUpQqlQpypYtS4UKFahUqRI+Pj5pHH3KymjJBYvFwrlz5/j77785cuQIx44d49SpU5w9e5ZLly4RERER534FChSIM5EgIiKS1hzxh51kLJMmgZsb9O4N6f2aitmzoWFDKFDA7EhEJL2wWqFtW3jsMWNy9/Q8b0xkpDGnwtCh8MQTZkcjmZ0jfgdVckFE0o2IiIg4Ew4hISEJ7pcnTx6KFi1KyZIlKV26NOXKlaNixYqUK1cOd3f3NIo++Rw1uRAYGMjff//NoUOHOHbsGCdPnuTMmTOcP38+0desUKFCtgTCE088QbVq1SigX6QiIpJOOOIPOxEzbNoEzzwDuXPDrFlGSScRETBO2jvCJMiffw5vvAGurjB6NLz5pnFfxAyO+B1UyQURSdciIiI4evQox44d4/jx4zFugdGLOMbBxcWFggULUqxYMYoVK0aBAgUoVKgQhQoVomjRohQrVoy8efPi7OycRs8mbukxuXD//n3OnTtnu128eJHLly9z8eJFzp49y7lz57h582aCbbi4uFCiRAlKly5tu5UqVYpKlSqRL1++NHomIiIi9nPEH3Yiae3aNaN80+XLxrKTE4wZA6NGmRmViEjSbdxolGuKPri+c2ejrJOIGRzxO6hycSKSrrm6ulKxYkUqVqwYa92NGzc4ceJErKTD8ePHCQ4OJjIykvPnz3P+/Hm2bt0aZ/tubm7kzJmT3LlzkydPHvLly0fBggUpUKAAhQsXpkiRIhQvXpwCBQrg4giXXSQiODiYf/75h3PnznH+/HkuXLjA5cuXuXLlCteuXeP69esEBgZy584dkpp7LliwYIwEQtStRIkSDjFyRERERMTRRESYf2XtyJEPEgtglEHJAF+XRSQTmTcvZmLByQleeMG8eEQckZILIuKwcubMyZNPPsmTTz4Z43Gr1cqlS5dsiYZjx47xzz//cPnyZdstajLp8PBwrl69ytWrVxM8lrOzM15eXnh6euLl5WW7eXt72/719vYmW7ZseHt74+Pjg4+PD9myZcPHx4fs2bPj6emJq6srzs7OuLi42P4NDw/nxo0bAJw+fRp3d3ciIiKIjIwkMjISi8WCxWIhPDycO3fucPfuXW7fvm27f/fuXe7du2f7NygoyHYLDg623UJCQuKd0yIhOXLkoECBAraki5+fH2XKlKF06dL4+fmRLVs2u9sUEREREftFRsLbb8O+fbBypbkJhnHjIDDQiAOMq3/fesu8eETEcfz0k/F59uKL5sbx449QuDC8+66x/M47ULeuuTGJOBqVRRKRTMdqtXLz5s0YyYao26VLl2IsBwUFmR1uqsmTJ0+MpEH0W9Rj+fPnx8PDw+xQRURE0pQjDkmXjO/WLejaFVavNpZfe804wW8miwW++gq++w527oS8ec2NR0TSN6vVKJ320UfGKIF586BjR7OjgmXLjFhmzgSTqyZLJueI30GVXBARScDdu3e5dOkSV69etY0SeHikwMOPxbU+MjIyxWLy8PCwjZDIli1bvPfjeixqFEK+fPlwc3NLsZhERMRxnDt3jm+//ZaVK1dy7tw5smTJgp+fH506dWLo0KF4eXmlyHHmzp3L1KlT+fvvv7l58yb58+enXr16vPDCC9SqVStJbfz77798++23LFmyhLNnz2K1WilRogRt27bl5ZdfJleuXCkS68Mc8YedZGxWKzRsaEygHN2XX8Lw4ebEFF1ICKSDacNEJB2zWmHgQJg8+cFj7u6wdi00aGBaWCLpiiN+B1VyQUQklVmtVkJDQ7l//76txFHULXrZI4vFYiuXFL10UvRb1qxZcTW7wK6IiDislStX0q1bN27fvh3n+jJlyrBq1SpKliyZ7GOEhobSsWNHVqxYEed6Z2dnxowZw3vvvZdgOzt37qRNmzZcjl7UPZqCBQuydOlSqlevnuxY4+OIP+wk49u2zUgwhIUZy97exigGlfAQEUfx0Ufw8H//Y8fCm2+aE49IeuOI30GVXBARERERyQT279/PU089RXBwMN7e3rz11ls0bNiQkJAQ5s6dy88//wxA2bJl2blzJ97e3sk6Trdu3Zg9ezYADRs25JVXXqFgwYIcOHCATz75hFOnTgHw888/079//zjbuHjxItWqVePq1au4urry2muv0bJlSwBWrFjBV199RUREBPny5WP37t0UKlQoWbHGxxF/2EnmMHUq9O2b9omFZcugUSPImjVtjiciGZPVCkOHwoQJRvmhH3+EQYNS/7gWC3zxhTFyIkeO1D+eSHI54ndQJRdERERERDKBhg0bsnHjRlxdXdm8eTO1a9eOsf6LL75g5MiRALz//vuMGjXK7mNs2rSJBv/VNmjVqhWLFy/GxcXFtj4wMJBq1apx7tw5cuTIwenTp/H19Y3VTu/evZk+fToA8+fPp+NDBZl/++03OnXqBECfPn345Zdf7I41IY74w04yjx9/hMcfT5vEgtVqXFX8zjvQogUsXWruJNIi4vgiI6FnT2OuhbZtU/949+5B//7GnApPPAHr1yvBIOmXI34HVXJBRERERCSD27lzJzVr1gRg0KBBTJgwIdY2FouFihUrcuTIEXLkyMHVq1ftnp/nueeeY9WqVbi4uHD27Nk4fxDNnTuXLl26APDll18y/KGC8VevXqVQoUJERkbStGlT1qxZE+exmjVrxtq1a3FxceHixYvky5fPrlgT4og/7ERSWmgovPgiTJny4LH+/WHSJGMiVhGR9O7iRWjcGI4cefCYEgySnjnid1DNgS4iIiIiksEtWbLEdr9Pnz5xbuPs7EzPnj0BuHnzJhs3brTrGPfu3WPDhg0ANG7cON4fQ+3bt8fHxweARYsWxVq/bNkyIiMjE4wVjNENAJGRkSxbtsyuWEUysp9+guXLjVEHj8LVFf7+O+ZjkycbJ+VERFLTlCmwe/ejt5M3L+TMGfOxv/+GXbsevW0RMSi5ICIiIiKSwW3ZsgWArFmzUq1atXi3q1+/vu3+1q1b7TpGQEAA9+/fj9XOw9zd3alVq5Ztn/Dw8DhjTaydR4lVJKPavBleeglat4YGDWD79uS35eoKv/wCUQOYnJzgm2+Mq4BFRFLLwYMwZAg8+SSMGAEXLiS/LTc3oxxS3rzGcvbsRnk3fY6JpBwlF0REREREMrgj/9UD8PPzwzWBgully5aNtY+9x3i4nYSOExERwYkTJ+JsJ3v27OTPnz/eNgoUKGAbAWFvrCIZ0ZUr8PzzRj1zMBINPXs+WI7Pv//CQzk+m4oVjfkWPD2NE3SvvJKyMYuIRBcZCf36GZ9JkZEwbpwxN0NCrFY4dgzOno17faFCMGcOVK8Oe/YY88eISMrRVEwiIiIiIhlYaGgogYGBAInWbc2RIwdZs2YlKCiI8+fP23Wc6NsndpyoWrJR+5UvXz5WO0mpMVukSBEOHTpkd6wXErkMMnp7ly9ftqttEbOMG2ckGKJ79VWI6y189Sq89hocP27s89NP0LJl3O326AGNGkHx4o92BbGISGLmzIGAgJiPdewY92fPnj3w3ntw/brxOdevH4wZE3e7pUvDwoXg7KzPMUnfon/vjIiIMDGSpFNyQUREREQkA7t7967tvre3d6LbRyUX7t27l2rHyZo1q+3+w8eJaiepscbVRmKiJzcSEzURtogjeuEF45aYIUOMm4hIejN8uHFLzJQpMSegF3F0169fp3jx4maHkSiVRRIRERERycBCQ0Nt993d3RPdPkuWLACEhISk2nGijhHXcaLaSc1YRURERETk0WnkgoiIiIhIBubh4WG7HxYWluj2UZMye3p6ptpxoo4R13E8PDwIDg5O1VgTK6MUGhrK0aNHyZcvH3ny5ElwngqJ3+XLl20jPwICAihQoIDJETk+9WnKU5+mLPVnylOfpjz1acpTn6aMiIgIrl+/DkClSpVMjiZp9C1ZRERERCQDy5Ytm+1+UsoHBQUFAUkrS5Tc40QdI67jZMuWjeDg4FSNNSnzOfj5+dnVpiSsQIECSep3STr1acpTn6Ys9WfKU5+mPPVpylOfPhpHKIUUncoiiYiIiIhkYB4eHuTOnRtIfCLjmzdv2k7Y2zMvAcQ8YW/PhMkPHyeqncTaiN6OvbGKiIiIiMijU3JBRERERCSDK1euHAAnT54kIiIi3u2OHj0aa5+kKl++fJztJHQcV1fXWCMEotq5ffs2V65cibeNy5cvc+fOnWTFKiIiIiIij07JBRERERGRDK5u3bqAUUZo9+7d8W63adMm2/06derYdYwaNWrYJmGO3s7DwsLC2LFjR6x9Ho41sXYeJVYREREREXl0Si6IiIiIiGRwbdu2td2fOnVqnNtYLBZmzJgBgK+vLw0bNrTrGNmyZaNRo0YArF+/Pt6yRosWLbKNOGjXrl2s9a1bt8bZ2TnBWAGmTZsGgLOzM61bt7YrVhEREREReXRKLoiIiIiIZHA1a9akXr16AEyZMoXt27fH2mbcuHEcOXIEgFdeeQU3N7cY66dNm4aTkxNOTk6MGTMmzuOMGDECgIiICF544QUiIyNjrA8MDOSNN94AjARG//79Y7WRP39+unXrBsDatWtZsGBBrG1+++031q5dC0CPHj3Inz9/vM9dRERERERSh5ILIiIiIiKZwPjx4/H09CQiIoImTZowduxYduzYgb+/P4MGDWLkyJEAlC5dmuHDhyfrGM888wydO3cGYNmyZTRu3Jhly5axa9cupk6dSq1atTh37hwAn376KTly5IiznY8//pg8efIA0KVLF9588022bt3K1q1befPNN+natSsAefLk4aOPPkpWrCIiIiIi8mhczQ5ARERERERSX9WqVZk3bx7du3fnzp07vP3227G2KV26NCtXriRbtmzJPs4vv/zCnTt3WLVqFf7+/vj7+8dY7+zszHvvvcegQYPibaNIkSIsX76ctm3bcuXKFT777DM+++yzGNvkz5+fJUuWULhw4WTHKiIiIiIiyedktVqtZgchIiIiIiJp459//mH8+PGsXLmSCxcu4O7ujp+fHx07duTFF1/Ey8srzv2mTZtGnz59ABg9enS8pZGizJ49m2nTprF//35u3bpFvnz5qFevHi+++CK1a9dOUqyBgYGMHz+eJUuWcPbsWQBKlChBmzZtGDZsGLly5Ury8xYRERERkZSl5IKIiIiIiIiIiIiIiNhFcy6IiIiIiIiIiIiIiIhdlFwQERERERERERERERG7KLkgIiIiIiIiIiIiIiJ2UXJBRERERERERERERETsouSCiIiIiIiIiIiIiIjYRckFERERERERERERERGxi5ILIiIiIiIiIiIiIiJiFyUXRERERERERERERETELkouiIiIiIiIiIiIiIiIXZRcEBERERERkSS7d+8emzdv5ssvv6RTp06UKFECJycnnJycKF68eJLaOHv2rG2fxG69e/dOUptz586ladOmFChQAA8PD4oXL06PHj3YsWNH8p9sGkmJPo3u0KFDDB48GD8/Pzw9PcmTJw9PP/00EydOJCIiIsntOHKfJqZBgwZJfg8mRUr1uSM7d+4cI0aMoFy5cmTNmpWcOXNSs2ZNvvzyS4KDg80OL91I6vuuQYMGiba1Zs0a2rdvT+HChcmSJQuFCxemffv2rFmzJvWfSBq5du0aK1asYNSoUTRv3pzcuXPb/f9DdCnRZ8HBwXzxxRfUrFmTnDlz4u3tTbly5RgxYgTnzp2zO6a0lhJ9Om3atCS/l6dNm5Zoe47ep5maVURERERERCSJGjRoYAXivBUrVixJbZw5cybeNh6+9erVK8G2QkJCrC1btox3f2dnZ+sHH3zw6E88FaVEn0aZPHmyNUuWLPG2V6tWLWtgYGCCbWSEPk1M/fr1k/weTExK9LmjW7FihTV79uzx9kGZMmWsp06dMjvMdCGp77v69evH24bFYrEOHDgwwf0HDhxotVgsaffEUsmj/P8QXUr12cmTJ61lypSJt43s2bNbV65c+YjPOnWlRJ9OnTo1ye/lqVOnJthWRujTzMwVERERERERkSSyWq22+zly5KB69eps376de/fuJau9jz76iDZt2sS7PkeOHAnu369fP1asWAFAw4YNeeWVVyhYsCAHDhzgk08+4dSpU4waNYoCBQrQv3//ZMWY2lKqT9euXcvAgQOxWCzky5ePd955hyeffJIbN27w888/s2jRInbs2EH79u3x9/fH2TnuYgYZoU+Tqnr16kydOjXZ+6dUnzuy/fv306lTJ4KDg/H29uatt96iYcOGhISEMHfuXH7++WeOHTvGc889x86dO/H29jY75HRhyJAhDB06NN71WbNmjXfdu+++y6RJkwCoWrUqI0eO5LHHHuPUqVN8/vnn7N27l0mTJpEnTx4++uijFI/dLEWKFKFcuXKsW7fO7n1Tos/u3btHy5YtOXbsGAADBgygc+fOeHp64u/vz9ixY7l9+zYdO3Zk+/btPP7448l/smnkUfo0ytq1aylYsGC86wsXLhzvuozYp5mO2dkNERERERERcRwTJ060zpo1y3rixAnbY8WKFUv2yIXErmhMyMaNG23ttGrVyhoRERFj/fXr161Fixa1AtYcOXJYb968mexjpaaU6NPw8HCrn5+fFbD6+PhYT548GWuboUOH2vpr+vTpcbaTUfo0MVEjFxK6OjwxKdXnji5q5I2rq6t127ZtsdZ//vnntj54//33TYgwfYnqi9GjRydr/xMnTlhdXV2tgLV69erW4ODgGOuDgoKs1atXt70mcb0vHcmoUaOsy5cvt165csVqtcb8/yOpV9mnVJ+NHj3aduzPP/881vpt27bZjtOwYUP7nmgaSok+jT5y4cyZM8mOJaP0aWam5IKIiIiIiIg8ErOSCy1atLACVhcXF+v58+fj3GbOnDm2Y3355ZfJPlZas7dP58+fb3ueY8eOjXOboKAga44cOayAtWLFinFuk5H7NLqUSC6kVJ87soCAAFsfDBo0KM5tIiMjreXKlbMlpMLCwtI4yvTlUZML0RNW27dvj3Ob7du327Z58cUXHyHa9Cc5J8JTos/CwsKsvr6+VsBarlw5a2RkZJztDBo0yNbOrl27kvy8zGRWciEj92lmkvHG44mIiIiIiEiGd+/ePTZs2ABA48aN4y270L59e3x8fABYtGhRmsWX1pYsWWK7H9+EnF5eXnTq1AmAgwcPcuLEiRjr1af2SYk+d3TR+6BPnz5xbuPs7EzPnj0BuHnzJhs3bkyDyDImq9XK0qVLAShbtiy1atWKc7tatWpRpkwZwHiNrNFKr2U2KdVnGzdu5NatWwD06tUr3hJn0T8LMvPnY1KoTzMGJRdERERERETE4QQEBHD//n0A6tevH+927u7utpNJAQEBhIeHp0l8aW3Lli0AlClThvz588e7XfS+2rp1a4x16lP7pESfO7qoPsiaNSvVqlWLd7uM3Adp6cyZM1y8eBFI+G80+voLFy5w9uzZ1A4t3UqpPot6ryfWTvXq1W3zZei9njD1acag5IKIiIiIiIiY5rvvvqNEiRJkyZKF7NmzU6FCBQYPHsyePXsS3O/IkSO2+2XLlk1w26j1ERERGe7KcTBGHFy4cAFIel9AzD58eDmz9OnRo0epUaMG2bJlw8PDg8KFC9OmTRtmzJiRYNIkpfrc0UU9Hz8/P1xdXePdLiP3QXL99ttvlClTBk9PT7Jly0apUqXo1asX/v7+8e6TnL/Rh/fLbFKqz5LajqurK4899licbWRUvXv3Jl++fLi7u5M7d25q1arFu+++a0vqxEd9mjEouSAiIiIiIiKm2bNnD2fPniUsLIw7d+5w+PBhJk6cSLVq1Rg8eLDtSvqHnT9/3nY/vvI9UYoUKRLnfhnFhQsXbCU8HqUvMmOfXr16lV27dnHv3j3u37/PxYsXWbZsGb169aJKlSrxnshKqT53ZKGhoQQGBgKJ90GOHDlsVx5npD54FIcPH+b48eOEhoZy7949Tp48yYwZM3jmmWdo164dt2/fjrVPZvwbfVQp1WdRy1mzZsXX1zdJ7Vy/fj3e/8Mykk2bNnHt2jXCw8P5999/+euvv/j444/x8/Nj4sSJ8e6nPs0Y4k8ri4iIiIiIiKQSX19f2rVrR4MGDShVqhQeHh5cvnyZdevWMWXKFO7du8fEiRO5e/cus2bNirX/3bt3bfe9vb0TPFbUSU0wrjjPaFKqLzJTnzo7O9OoUSNatGhB5cqVyZUrF3fv3mXPnj1MnDiRI0eOcPjwYRo2bEhAQABFixaNsX9m6qv42NMHYPRDUFBQhuqD5PDy8qJ169Y0atSIsmXL4u3tzfXr19m0aRMTJkzg33//ZcmSJbRp04bff/8dNzc3275639kvpT8fk/pej95OlixZkhSroylZsiTt27endu3atpP/p0+fZuHChSxYsIDQ0FAGDx6Mk5MTAwcOjLW/+jRjUHJBRERERERE0lTBggW5ePEiXl5eMR6vWrUqLVq04IUXXuDZZ5/l3LlzzJ49m+eff57WrVvH2DY0NNR2393dPcHjRT8JERISkgLPIH1Jqb7ITH26aNGiOK+UrVevHkOHDmXAgAFMnz6dq1evMmzYsFiTiGamvoqPPX0AD/ohI/VBcly8eDHO917jxo156aWXaN68OXv37mXTpk389NNPvPzyy7Zt9L6zX0p/PtrzXo+rnYyiXbt29OrVCycnpxiP16hRg+eff54VK1bQvn17wsPDefXVV2ndunWsuWnUpxmDyiKJiIiIiIhkMBERETg5OT3ybdq0aakSn7u7e6zEQnSlSpWKMVrhu+++i7WNh4eH7X5YWFiCx4teQsHT09OeUG3Sc5+mVF+kdZ8mJjX7PKESHG5ubkyePNlWA3zx4sWxaoent74ygz19AA/6ISP1QXIk9N7Lly8fCxYssJ1sffizT+87+6X056M97/W42skosmfPHiuxEF3Lli0ZPXo0AMHBwUyZMiXWNurTjEHJBREREREREUl36tatS4UKFQDYunUrFoslxvps2bLZ7idW8iMoKMh2PynlFxxNSvWF+vQBV1dX+vXrZ1vetGlTjPXqK/v6AB70Q0bqg9RQsmRJGjduDMDJkye5dOmSbZ3ed/ZL6c9He97rcbWTmQwYMMCWgHj4MxTUpxmFyiKJiIiIiIhkMK6urvFORGuPAgUKpEA0yVe+fHkOHTpEaGgo//77L3ny5LGtiz4x54ULF6hevXq87USfmDP6hJ32SM99+nBfJCShvkjrPk2M2X1evnx52/2HRy6kVJ87Mg8PD3Lnzk1gYGCifXDz5k3bycGM1AeppXz58qxcuRIw3nsFCxYE9L5LjpT8fPzrr78ICgri1q1bCY5AiWonT548mXpugLx585I7d26uX78e6zMU1KcZhZILIiIiIiIiGVBUSRdHZrVa410X/cTv0aNHE2wnar2rqyt+fn7Jjie99qm3tzdFihTh/PnzSe4LgHLlysVYZ0afJsbMPk/o/ZdSfe7oypUrx5YtWzh58iQRERG4usZ9mikj90FqiO+9l5y/UcjcfZ5SfVa+fHkWLlxo265WrVpxthEREcGpU6fibCMzSuz/cfWp41NZJBEREREREUmXDh8+DBgTOebKlSvGuho1atjqksdVbiFKWFgYO3bsiLVPRlO3bl0Ajh07xpUrV+LdLnpf1alTJ8Y69WlMUe8/wHbleHQp0eeOLqoPgoKC2L17d7zbZeQ+SA3xvfdKlChhW07obxRg8+bNABQqVIjixYunfJAOIqX6LOq9nlg7u3btso3Syezv9WvXrvHvv/8CCX+GgvrUkSm5ICIiIiIiIunO1q1bbSfY6tati7NzzJ+v2bJlo1GjRgCsX78+3nIXixYt4s6dOwC0a9cuFSM2V9u2bW3345s0Ojg4mPnz5wPGFaOlS5eOsV59+kBERAS//PKLbfnpp5+OtU1K9Lmji94HU6dOjXMbi8XCjBkzAGMy44YNG6ZFaA7r9OnT/P7774Ax/0KhQoVs65ycnGjTpg1gXOkdleR72I4dO2xX4bdp0ybBiXczupTqswYNGpA9e3YApk+fHu8V+dE/CzLq52NSTZo0ydZP9evXj7VefZpBWEVEREREREQeQbFixayAtVixYknafvHixVaLxRLv+hMnTliLFi1qBayAdeHChXFut2HDBts2rVu3tkZERMRYf/36dVs7vr6+1hs3biT5OZnN3j4NCwuzPvbYY1bA6uPjYz158mSsbYYOHWrrr6lTp8bZTkbu0yh//PGH9ebNm/GuDwsLs/bq1cvWD61atYp3u5Toc0dXr149K2B1dXW1btu2Ldb6zz//3NYHo0ePTvsA05Fly5ZZw8PD411/5coVa9WqVW39NW7cuFjbHDt2zOrq6moFrNWrV7cGBwfHWB8cHGytXr267TU5fvx4ij8PM505c8bWP7169UrSPinVZ++9957t2J9//nms9du2bbMdp379+vY+NdPY26dnzpyx7tmzJ8Ftli9fbnV3d7cCVg8PD+uFCxfi3C6j9mlm4mS1JlD8SkRERERERCSakydPsnXr1hiPjRgxgn///ZdcuXLx5ZdfxljXrFkz8ufPH+MxJycn/Pz8aN++PTVr1qRw4cJkyZKFS5cusW7dOiZPnmwrgdCpUyfmzZsXbzxdunRh7ty5ADRs2JBhw4ZRsGBBDhw4wMcff2yr0zxhwgQGDRr0yM8/NaREnwKsWrWKVq1aYbFYyJcvH++++y41a9bk5s2b/Pzzz7ba1nXr1mXjxo24uLjEGU9G6NOE9O7dm4ULF9K6dWsaNGhAmTJl8PHx4d69e+zevZuJEyfaJpLOmzcvO3bsoESJEnG2lVJ97sj27t1LnTp1CAkJwdvbm7fffpuGDRsSEhLC3LlzmTRpEgClS5dm165dZMuWzeSIzVO8eHHCw8Pp0KEDtWvXpnjx4nh6ehIYGMjGjRuZMGGCrYxM3bp1Wb9+fZyT17711lt8+umnAFStWpU33niDxx57jFOnTvHZZ5+xd+9e23affPJJ2j3BVLB161ZOnjxpWw4MDOT1118HjBI5/fv3j7F9796942wnJfrs7t27VK9enePHjwMwcOBAOnfujKenJ/7+/nzyySfcu3cPT09Ptm3bRpUqVR7lqaeaR+3TjRs30rBhQ2rXrk2rVq2oUqUKefPmxWq1cvr0aRYsWMCCBQtsIxG+//57XnjhhThjySh9mqmZm9sQERERERERRzJ16lTbVYZJufn7+8dqI6n7DhkyxBoaGppgPMHBwdYWLVrE24azs3O6v1o6Jfo0yqRJk2xXi8Z1q1mzpvX69esJxpMR+jQh0UclJHSrVKmS9dChQ4m2lxJ97uiWLVtm9fHxibcPSpcubT1x4oTZYZouakRSYrcOHTokOLomMjLS2rdv3wTb6NevnzUyMjLtnlwqSerfa9QtPinVZydOnLCWKlUq3jZ8fHysy5cvT+luSFGP2qf+/v5J2s/Ly8s6ceLEROPJCH2ambkiIiIiIiIikoaWLVvG9u3b+euvv/jnn38IDAwkKCgIHx8fSpYsSb169ejbty8VK1ZMtC1PT09WrlzJ7NmzmTZtGvv37+fWrVvky5ePevXq8eKLL1K7du00eFbpw4ABA6hduzbffvstGzZs4NKlS2TNmpVy5crRrVs3+vfvj6trwqcCMnqfvvHGG1SpUoXt27dz+PBhrl+/zo0bN8iSJQv58uWjevXq/O9//6Ndu3ZJGmmQEn3u6Fq1asXff//N+PHjWblyJRcuXMDd3R0/Pz86duzIiy++iJeXl9lhmm769Ols2rSJ7du3c/r0aQIDA7lz5w7e3t4UKVKEp556il69eiX69+Xs7MyUKVPo0KEDkyZNYufOnQQGBpI7d25q1KjBoEGDaN68eRo9K8eQUn3m5+fH3r17+eGHH/jtt984efIkYWFhFClShBYtWvDKK69QrFixNHhG5qlWrRq//vor27dvZ9euXVy+fJnAwEAiIiLIkSMHFSpUoFGjRvTv35+8efMm2p761LGpLJKIiIiIiIiIiIiIiNjF2ewARERERERERERERETEsSi5ICIiIiIiIiIiIiIidlFyQURERERERERERERE7KLkgoiIiIiIiIiIiIiI2EXJBRERERERERERERERsYuSCyIiIiIiIiIiIiIiYhclF0RERERERERERERExC5KLoiIiIiIiIiIiIiIiF2UXBAREREREREREREREbsouSAiIiIiIiIiIiIiInZRckFEREREREREREREROyi5IKIiIiIiIiIiIiIiNhFyQUREREREREREREREbGLkgsiIiIiIiIiIiIiImIXJRdERERERERERERERMQuSi6IiIiIiIiIiIiIiIhdlFwQEREREREREYexceNGnJyccHJyYuPGjWaH47DGjBlj60czRcUQ/dagQYNHarN48eI4OTnRu3fvFIlRUkaDBg3ifL1FxHEpuSAiIiIiIiIiiYp+Uj+pt2HDhpkddqro37+/7Tk+9thjZocjIiJiCiUXRERERERERCTDSO0r8kNDQ1mwYIFt+fTp02zdujVVjpWZDBkyhAMHDnDgwAGmTp1qdjiSCqZOnWp7jYcMGWJ2OCKSAlzNDkBEREREREREHMuQIUMYOnRootvlzp07xY/doEEDrFZrirebVEuWLOH27dsAZM2alaCgIGbMmEHdunVNiykjyJs3LxUrVjQ7DElFJUqUsN3PmzeviZGISEpRckFERERERERE7JKZTwTPmDEDgMqVK1O/fn2+/fZb5s+fz7fffouHh4fJ0YmIiKQdlUUSEREREREREUmCK1eusG7dOgC6detGt27dALh9+zbLli0zMzQREZE0p+SCiIiIiIiIiKQ6q9VKs2bNcHJywsXFJcF5CsaPH2+bN+Gdd96JsS76xNIbN260PT5t2jScnJx4//33bY/FNcn02bNnk/0cZs2aRWRkJM7OznTt2pWaNWtSunRp4MGIhoQUL14cJycnevfuDcDRo0cZMGAAxYsXJ0uWLOTLl4927dqxY8eORNsKDw9n/Pjx1KhRg2zZsuHr60v16tX5+uuvCQsL4+zZs7bnPG3atGQ/54iICKZMmUKLFi0oWLAgWbJkIXfu3Dz99NN88803hIaGJrvt5Fq1ahXNmzcnT548eHl5Ubp0aV577TUuXbpkVzvHjh3j5ZdfpkKFCmTPnh1PT09KlixJnz592LNnT6L7P+pr0Lt3b5ycnChevDgAly9f5o033qBChQpky5Yt1nscjL+jBQsW0KFDB4oUKYKHhwc5cuSgZs2afPjhh9y6dStJz/3333+ne/fulChRAk9PT3x8fKhcuTIjR47k8uXLCe576dIl3nzzTZ544gmyZ8+Ou7s7+fPnp1KlSnTp0oVp06Zx586dJMUhIg7OKiIiIiIiIiKSCH9/fytgBayjR49OVhuXL1+25s6d2wpYixcvbr19+3asbQ4dOmT18PCwAtbq1atbw8LC4o3D39/f9vjUqVNtjyd0O3PmTLJit1qt1scff9wKWJ955hnbY++//74VsLq6ulqvXr2a4P7FihWzAtZevXpZFy5caPXy8oozRhcXF+vcuXPjbefmzZvWmjVrxvsca9asad27d69teerUqbHaGD16tG19fE6ePGktX758gv1ZqlQp6/HjxxPvvHjY+5565ZVX4o0lb9681l27dsXo5/h88MEHVldX13jbcnJyso4aNSre/VPiNejVq5cVsBYrVsy6fft2299G9Fv09/i1a9esderUSfD1yJcvn3XHjh3xxn3v3j1ru3btEmzD29vbunz58jj337x5s9XHxyfRv7P49o+SlPefiKR/GrkgIiIiIiIiImkif/78TJkyBYCzZ8/ywgsvxFgfFhZG165dCQ0NxcvLi1mzZuHm5pakttu2bcuBAwcYMmSI7bEDBw7EuhUqVChZse/fv5+///4bgO7du9sej7ofERHB7Nmzk9TW33//Tbdu3ciXLx/ff/89O3bsYPv27YwZMwYPDw8iIyMZOHAg169fj3P/zp07ExAQAEDt2rWZM2cOu3btYvXq1XTr1o2AgAAGDx6crOcZ5fLly9SpU4fDhw+TLVs2hg8fzurVq9mzZw/+/v689dZbeHl5ceLECZo1a2ab5Do1jRs3jvHjxwNQsGBBvvvuO/766y82bdrEyJEjuXXrFv/73/8IDg5OsJ1Ro0YxatQoIiIieOqpp5g8eTLbt29n165dzJo1i9q1a2O1Wvnggw/47rvv4mwjJV+De/fu0aFDB0JDQ3nnnXfYuHEjAQEBTJkyhQIFCgAQFBRE/fr1+fPPP3F3d2fQoEEsXbqUPXv2sGXLFj7++GNy5crF1atXad68Of/880+s40RGRtKqVSsWL16Mk5MTXbp04bfffmPXrl1s376d8ePHU7RoUVs8u3fvjrH//fv36dy5M3fu3CFbtmyMHDmS1atXs3v3bnbs2MG8efMYNmwYRYoUSdLzFpEMwOzshoiIiIiIiIikf9FHDAwZMsR64MCBRG8PjzqIMnDgQFtbc+bMsT0+YsQI2+MTJ05MNI7oV3VHSa0rol999VUrYPXw8Ig14qJ27dpWwFq1atUE24i6oh6wVqtWzXrr1q1Y2/z666+2bb766qtY6xctWmRb36ZNG2tERESsbb788ssYV5EnZ+RCy5YtrYC1SJEi1lOnTsW5zZ49e6xZs2a1AtZ33303wecen6gYEhu5cOXKFdtIj2LFilkvX74ca5sNGzbEGI0Q18iFgIAAq7Ozc4IxR0ZGWrt3724FrNmyZbPevHkzxvqUeg2iRi7w32iBffv2xfv8X3zxRStgzZ49u3Xnzp1xbnP27FlrgQIFrIC1e/fu8cbk5uZmXbVqVZxt3Lhxw1qhQgUrYK1bt26MdRs2bEjSyITw8PA4RyVFp5ELIhmDRi6IiIiIiIiIiF1++uknKlWqlOjt4sWLce7/9ddfU6ZMGQCGDBnCuXPn8Pf3Z9y4cQC0bt2agQMHptnzSUxkZCRz5swBjNh8fHxirI8avbB3714OHjyYpDZ/+eUXsmfPHuvxrl27UrBgQQC2bNkSa/3EiRMB8PDwYOLEibi4uMTa5rXXXuOJJ55IUhxxOXjwICtWrADg+++/p2TJknFuV7VqVdvok19++SXZx0uK6dOn20YkjBs3jvz588fa5plnnmHAgAEJtvPZZ59hsVioVq0aH3zwQZzbODs7891335ElSxbu3r3LggULYqxPjddg5MiRVK5cOc51gYGBTJ48GYAPPviA6tWrx7ldsWLFeO+99wCYN29ejBEc4eHhtr+vF198kebNm8fZRo4cOfjiiy8A2Lp1KydPnrStu3Lliu3+008/He9zcXV1jfU3IiIZk5ILIiIiIiIiIpKmopc8unXrFt26daNXr15YrVby589vO5GaXqxdu9Z2YjV6SaQozz//vK1808yZMxNtr1KlSjz++ONxrnNycqJq1aoAnD59Osa6iIgINm/eDECzZs3Ily9fvG306NEj0Tjis3TpUsB4nZ577rkEt406yXzp0iXOnz+f7GMmZv369YBx8rtNmzbxbte3b99414WHh7N69WoA/ve//+Hk5BTvtr6+vlSqVAmA7du32x5PrdegW7du8a5bu3atbeLsTp06JdhO1OsRHh4eo6xRQECAbaLmpLYBMZ97VIkmgKlTpybYhohkDkouiIiIiIiIiIhdRo8ejdVqTfRWvHjxeNuIfuX41q1bbSemp06dSp48edLiaSTZ9OnTAciVKxfNmjWLtT7647NmzcJisSTYXtmyZRNcnzNnTgDu3r0b4/FTp04REhICGP2XkPiubk+KXbt2ARAcHIyrqytOTk7x3lq2bGnbL/qV7SntwIEDgDFawtXVNd7tqlSpgru7e5zrDh8+bLua/6233krweTk5Odn6IfrzSo3XwNvbO97RIfDg9QDjBH9CMVesWNG2bfS4o7dRu3btBNvw9vaOs426deva4hw2bBg1a9Zk7NixbNu2jbCwsCQ9VxHJWJRcEBERERERERFTjBw5ktKlS9uW+/fvH+fJezPdvn2bZcuWATFHKDwsakTDxYsX2bBhQ4Jtenl5Jbje2dk4XRMZGRnj8Zs3b9ru582bN8E2HiVBc+3atWTtl9hEyo8i6rkn9rxdXV1tyZmHpcTzSo3XwNfXN8H1KRF3SrTh5ubG8uXLKVeuHAA7d+7k7bffpk6dOvj6+tK8eXNmz54d630rIhlX/KleEREREREREZFUtGbNGo4fP25b3rp1KyEhIXh6epoYVUzz58+3laT58ccf+fHHHxPdZ8aMGTRu3Di1Q0s1USeHS5QoYUusJEWJEiVSKySbhEoZRbFarXE+Hv2k9xdffJHkRFbWrFmTFlwyxTVnQ3RRcbu7u8codZSYwoULx2oDYOPGjeTKlStJbTycQClfvjwHDhxg+fLlLF++nE2bNtlGc6xZs4Y1a9bw1VdfsWrVqkSTLyLi+JRcEBEREREREZE0d/36dVt9fB8fH+7cucPRo0cZMWIEP/zwg8nRPRBVEskeixcv5t69ezHKy6SEHDly2O4ndiX69evXk32cqBPPV69epWzZsgmWIUorOXLk4MqVK1y9ejXB7SIiImKMLogu+gn18PDwGCWE7IkjSmq+BtFFxR0WFkauXLlizH1gbxtgJCmS89yjuLi40LZtW9q2bQvA5cuXWb16NT/++CO7d+9m9+7dDBo0iMWLFyf7GCLiGFQWSURERERERETSXL9+/bh69SrOzs4sWbKEzp07A8bogKhJd5MjKVe2J9Xp06f5888/AejcuTNz5sxJ8DZ27FgAgoKCWLhwYYrFEeWxxx7Dw8MDiFlDPy6JrU9I1ITSwcHBtudvtqjJlfft20dERES82+3fvz/e+v8VKlSwzcewbt26ZMWRVq9BdFGvByQ/7pRoIz4FChSgb9++bN++nSeeeAKAFStW2OamEJGMS8kFEREREREREUlTEyZMYPny5QAMHz6chg0b8tNPP1GkSBEA+vTpk+yrvqNO/ALcv3//keKcMWOG7f6IESPo3LlzgreRI0eSL1++WPumFFdXV55++mkA1q5dG+9V/FarlZkzZyb7OG3atLHd//zzz5PdTkp69tlnAbhx44btvROXX375Jd51Xl5eNGrUCDBKAwUEBNgdR1q9BtE1b97cNtfH119/nWByJT5169a1zUUxYcIE7ty5kyKxRefm5kb9+vUBYwTJrVu3UvwYIpK+KLkgIiIiIiIiImnm+PHjDB8+HIDKlSvz0UcfAcakttOnT8fZ2ZmrV68yYMCAZLUfvWTMqVOnHinWqJPDxYsXp1q1aolu7+zsbCsVs3HjRs6fP/9Ix4/LoEGDAAgNDWXQoEFxTp771VdfsWfPnmQfo0aNGjRp0gSAVatWMXr06AS3P3v2LHPmzEn28ZKiV69etrk4XnvttThP6m/atIlJkyYl2M4777xjG93SuXPnBN8jkZGRzJ49mwsXLsR4PC1eg+gKFSpEnz59AGNkxqBBgxJMMFy7do3JkyfHeMzDw4MRI0YAcOXKFTp37kxQUFC8bdy9e5fvv/8+xmNbtmzh5MmT8e4TFhbGpk2bAPD29n6kScVFxDEouSAiIiIiIiIidrl27RoHDx5M9Pbwidvw8HC6detGcHAwHh4ezJo1y1amBqBhw4a89tprACxdupSff/7Z7tieeuop2/1XX32VzZs3c+LECU6ePMnJkyeTfNX3li1bOH36NAAdOnRI8vGjtrVYLPz66692RJ407du3t534X7p0KfXq1WP+/Pns2bOHtWvX0qNHD0aMGEHNmjVt+ySnVNTUqVNtiZoPPviAWrVqMWnSJLZv387evXtZv349X331FU2aNMHPzy9VykBFly9fPj788EPASGZUq1aNH374gZ07d7JlyxbeeustmjZtSqFChRI8qV2nTh1GjRoFwJkzZ6hSpQrDhg1j1apV7N27lx07djB37lxeeeUVihYtSrdu3WJdgZ9Wr0F048aNs82T8Msvv1C5cmXGjx/P1q1b2bdvHxs3buSHH36gXbt2FClShAkTJsRqY+TIkbaRG6tXr6Z8+fKMHTuWjRs3sm/fPrZs2cLkyZPp3r07BQoUYMyYMTH237BhA2XKlKFBgwZ88cUXrF27lj179vDnn38ydepU6tWrZ0uo9O/fP13M1SEiqcwqIiIiIiIiIpIIf39/K2DXrXLlyjHaePvtt23rxo8fH+dx7t+/b61cubIVsGbNmtV64sSJeOPw9/ePs41OnTrFG9OZM2eS9Hz79+9v22f79u1J2sdqtVrDw8OtOXPmtALWcuXKxVhXrFgxK2Dt1atXgm306tXLCliLFSsW5/qbN29aa9asGe9zrFq1qnXXrl225blz58ZqY/To0bb18Tl79qy1Ro0aSXqt+/Tpk2jfxCVq/9GjRydp+5dffjneGHLnzm3duXNnkvr566+/tmbJkiXR5+Xu7h7rPWi1psxrkNjr/LB///3X2qxZsyS9Hg0bNoyzjeDgYGvPnj2T1EaJEiVi7Bv9PZPQrX379taQkJAEn0tS3n8ikv5p5IKIiIiIiIiIpLqtW7fy6aefAtCkSRNeeumlOLdzd3dn1qxZeHh4EBQURPfu3e2uMf/rr7/y+eefU7NmTbJnz46zs32nP0JDQ/ntt98AoyTNk08+meR9XV1dbXMWHDlyhJ07d9p17KTw9fVl69atfPPNN1SrVg1vb2+yZctGlSpVGDt2LNu2bcPFxcW2ffbs2ZN1nGLFivHXX3+xePFiOnfuTIkSJfDy8sLNzY08efLw1FNPMXz4cDZt2sSUKVNS6uklaPz48axcuZKmTZuSM2dOPDw88PPz4+WXX2bv3r1Ur149Se0MGzaMU6dO8d5771GrVi1y586Nq6srWbNmpXTp0nTo0IEJEyZw8eJF/Pz8Yu2fVq9BdDlz5mT16tVs2LCBPn36UKpUKby9vXF1dSVnzpzUqFGDF154gVWrVvH777/H2YanpyfTp09n165dDBkyhAoVKpA9e3ZcXV3x9fWlSpUq9OvXjwULFnDkyJEY+44cOZJVq1bx6quvUqtWLYoWLYqHhwceHh4UL16c559/npUrV7Jw4cIYc5+ISMblZLVarWYHISIiIiIiIiIiKefXX3+lR48eAJw8eZLHHnvM5IjiFlUuaPTo0bHK8Dg6R3kNzDBmzBjef/99wJj8WkQck4qfiYiIiIiIiIhkMFETLOfJk4eSJUuaHE3ioubxAMiaNSslSpQwOaJH52ivQWo7c+aMbRLpa9eumRyNiKQEJRdERERERERERBzIxYsXyZkzJ56ennGunzJlCqtWrQKgZ8+ejzyZcFr46aef+OmnnwCoX78+GzduNDegRGTE1yC19enTh02bNpkdhoikICUXREREREREREQcyO+//87IkSPp3LkzDRo0oFixYlgsFk6dOsW8efNYsmQJAPny5ePNN980N9gMSq+BiIjmXBARERERERERcSjTpk2jT58+CW5ToEABVq5cSdWqVdMoqsxFr4GIiJILIiIiIiIiIiIOJTAwkAULFrBmzRqOHDnC9evXuXv3Lr6+vpQrV45WrVoxePBgsmXLZnaoGZZeAxERJRdERERERERERERERMROzmYHICIiIiIiIiIiIiIijkXJBRERERERERERERERsYuSCyIiIiIiIiIiIiIiYhclF0RERERERERERERExC5KLoiIiIiIiIiIiIiIiF2UXBAREREREREREREREbsouSAiIiIiIiIiIiIiInZRckFEREREREREREREROyi5IKIiIiIiIiIiIiIiNhFyQUREREREREREREREbGLkgsiIiIiIiIiIiIiImIXJRdERERERERERERERMQuSi6IiIiIiIiIiIiIiIhdlFwQERERERERERERERG7KLkgIiIiIiIiIiIiIiJ2UXJBRERERERERERERETsouSCiIiIiIiIiIiIiIjYRckFERERERERERERERGxi5ILIiIiIiIiIiIiIiJil/8DQWOLtflrhkUAAAAASUVORK5CYII=", "text/plain": [ - "
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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 446, + "width": 779 + } }, "output_type": "display_data" } @@ -362,14 +424,21 @@ "iper = miepython.i_per(m,x,mu)/2\n", "iun = miepython.i_unpolarized(m,x,mu)\n", "\n", - "fig,ax = plt.subplots(1,2,figsize=(12,5))\n", - "ax=plt.subplot(121, projection='polar')\n", - "ax.plot(theta/180*np.pi,iper,'r--')\n", - "ax.plot(theta/180*np.pi,ipar,'b:')\n", - "ax.plot(theta/180*np.pi,iun,'k')\n", + "plt.figure(figsize=(8, 4.5))\n", + "plt.suptitle('m=%.2f, Sphere Size Parameter = %.2f' %(m,x))\n", + "\n", + "plt.subplot(121, projection='polar')\n", + "\n", + "plt.subplot(121, projection='polar')\n", + "plt.plot(theta/180*np.pi, iper, 'r--')\n", + "plt.plot(theta/180*np.pi, ipar, 'b:')\n", + "plt.plot(theta/180*np.pi, iun, 'k')\n", + "\n", + "plt.gca().set_rticks([0.05, 0.1,0.15]) \n", + "plt.gca().set_yticklabels([])\n", + "plt.gca().set_xticklabels([])\n", "\n", - "ax.set_rticks([0.05, 0.1,0.15]) \n", - "plt.title('m=%.2f, Sphere Parameter = %.2f' %(m,x))\n", + "#plt.title('m=%.2f, Sphere Parameter = %.2f' %(m,x))\n", "\n", "plt.subplot(122)\n", "plt.plot(theta,iper,'r--')\n", @@ -378,582 +447,16 @@ "\n", "plt.xlabel('Exit Angle [degrees]')\n", "plt.ylabel('Normalized Scattered light [1/sr]')\n", - "plt.title('m=%.2f, Sphere Parameter = %.2f' %(m,x))\n", "plt.ylim(0.00,0.125)\n", "plt.text(130,0.02,r\"$0.5I_{per}$\",color=\"blue\", fontsize=16)\n", "plt.text(120,0.062,r\"$0.5I_{par}$\",color=\"red\", fontsize=16)\n", "plt.text(30,0.11,r\"$I_{unpolarized}$\",color=\"black\", fontsize=16)\n", "\n", + "plt.tight_layout()\n", "\n", "plt.show()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Verifying normalization numerically\n", - "\n", - "Specifically, to ensure proper normalization, the integral of the scattering function over all solid angles must be unity\n", - "\n", - "$$\n", - "a = \\int_0^{2\\pi}\\int_0^\\pi \\, p(\\theta,\\phi)\\,\\sin\\theta\\,d\\theta\\,d\\phi\n", - "$$\n", - "\n", - "or with a change of variables $\\mu=\\cos\\theta$ and using the symmetry to the integral in $\\phi$\n", - "\n", - "$$\n", - "a = 2\\pi \\int_{-1}^1 \\, p(\\mu)\\,d\\mu\n", - "$$\n", - "\n", - "This integral can be done numerically by simply summing all the rectangles\n", - "\n", - "$$\n", - "a = 2\\pi \\sum_{i=0}^N p(\\mu_i)\\,\\Delta\\mu_i\n", - "$$\n", - "\n", - "and if all the rectanges have the same width\n", - "\n", - "$$\n", - "a = 2\\pi\\Delta\\mu \\sum_{i=0}^N p(\\mu_i)\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "hidden": true - }, - "source": [ - "#### Case 2: m=1.5-1.5j, x=1\n", - "\n", - "Aagin the total integral `total=` in the title should match the albedo `a=`. \n", - "\n", - "For this non-strongly peaked scattering function, the simple integration remains close to the expected value." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "hidden": true - }, - "outputs": [ - { - "data": { - "image/png": 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f4qFOMXXH6ahvb635AnwVtoiMMcbw4rwtZKQlRaRxukaoBPE20EFVl9ZeICKfhSsgY4xp69bkF7NgUyF3nTWEmAg0TtcImiBU9boQy64ITzjGGGNenOd06x2pxukani5zNcYY0zxKy6t4ffFWzj2yJ2nJzdOtdzChutpYXNfKXsoYY4zx7s0l29hfUc1Vx/SLdCgh2yCOqGNoUcG589kYY0wTUFVemLeZoT1TGN23c6TDCZkghnhY33pYNcaYJrJo817W5Jfwp4uObNZuvYMJ1Ui9uTkDMcaYtm7avM10TIjj/FG9Ih0KYI3UxhjTIhSUlvPeinwuHtuHpPiG9oLUtCxBGGNMC/Dygi1UVPsieud0bXUmCBG5RURSmyMYY4xpiyqrfUybt5njB3VhYLeOkQ7nG15qEN2BhSLyXxE5U1pCy4kxxkSRd1fsYGdxOdcemxnpUA5RZ4JQ1d/gjP3wFDAFWC8ifxSRw8IcmzHGtAnPfrWJ/l2SOenwbpEO5RBeBwxSIN99VAGpwKsi8nAYYzPGmKi3NG8fS7bsY/Ix/SLa71IgdTaVi8itwDXAHuBJ4FeqWikiMcB64PbwhmiMMdHrmS830iEhjovH9ol0KN/h5VqqNOCi2vdFqKpPRM4NT1jGGBP9dhaX8c7yHVx9TD86JraLdDjf4eUU04DayUFEpgGo6tdhicoYY9qAF+dtplqVycdkRjqUgLwkiGH+EyISC4wNTzjGGNM2lFVW8+L8LUwc3I3MLsmRDiegUL253iUiJcAIESl2HyXALuB/zRahMcZEobeX76BgfwXXHts/0qEEFTRBqOqfVLUj8GdVTXEfHVU1XVXvasYYjTEmqqgqz3y5kUHdOnDswPRIhxNU0EZqERmiqmuAGSIypvZyVbWxIIwxpgHmbyxk1fZiHrhweIvotTWYUFcx3QbcADwSYJkCE8MSkTHGRLn/zMklLTmei8e0vEtb/YXq7vsG9+/JzReOMcZEt5xdJXyyZhc/O3UQie1iIx1OSF4667tURDq6z38jIq+LyOjwh2aMMdHnyc83khAXw9XjIz+kaF28XOZ6j6qWiMhxwKk4fTI9Ed6wjDEm+uwqKeP1xdu4ZGwf0jskRDqcOnlJEDXDip4DTFXVd4D48IVkjDHR6fmvNlPp83H98QMiHYonXhLENhH5N3AZ8K6IJHhczxhjjOtARRXT5m3m9KHd6d9Cb4yrzcsX/feBD4AzVHUfTt9MvwpnUMYYE21mZG+l6GAlN5zQOmoP4G08iAM4d07vF5EMoB2wJtyBGWNMtKj2KU9+kcuYjM6M7ZcW6XA889Ld9y3A74CdgM+drcCIMMZljDFR4/2V+eQVHuTXZx8R6VDqxUt337cCg1W1INzBGGNMtFFVpn6eS7/0JE4b2iPS4dSLlzaIPKAo3IEYY0w0mptbwLK8fVx//ABiW9iIcXXxUoPIBT4TkXeA8pqZqvpo2KIyxpgo8c9PN9ClQwKXtsAR4+riJUFscR/x2P0Pxhjj2dK8fXyRs4e7zhrS4rvVCKTOBKGqvwcQkST3iiZjjDEe/PPTHFIS47iyFXSrEYiXvpiOEZHVuJe2ishIEfln2CMzxphWbN3OEj5cvZMpx/anQ4KXkzUtj5dG6r8BZwAFAKq6DDjBy8ZF5EwRWSsiOSJyZ4DlCSLyirt8vohkuvMzReSgiCx1H9b3kzGmVfnXZxtIio/l2gmZkQ6lwTylNVXNqzWoRXWwsjXcsav/AZwGbAUWishMVV3tV+w6YK+qDhSRScBDOF16AGxQ1VFe4jPGmJZkS8EBZi7bzrUTMklNbr1Nt54ucxWRCYCKSDsR+SXwtYf1jgZyVDVXVSuA6cD5tcqcDzznPn8VOEVa8vBKxhjjwb/nbCBWhB+2om41AvGSIG4EfgL0BrYBo4CbPKzXG+ceihpb3XkBy6hqFc79FjUDtPYXkSUiMltEjg+0AxG5QUSyRSR79+7dHkIyxpjw2lVcxozsrVyS1YfuKYmRDqdRvJxiGqyqV/rPEJFjgS/DExIAO4AMVS0QkbHAmyIyTFWL/Qup6lRgKkBWVpaGMR5jjPHkyS82UuXzceMJh0U6lEbzUoN43OO82rYBff2m+7jzApYRkTigE1CgquU1XXuo6iJgA3C4h30aY0zEFJSWM23uZs4b2YuM9KRIh9NoQWsQInIMMAHoKiK3+S1KAbzc8bEQGCQi/XESwSTgilplZgKTgbnAJcAsVVUR6QoUqmq1iAwABuHc0W2MMS3W1M9zKauq5uaJgyIdSpMIdYopHujglunoN78Y58s8JFWtEpGbccaSiAWeVtVVInIfkK2qM3GGL50mIjlAIU4SAecy2vtEpBKnB9kbVbWwfi/NGGOaT0FpOc9/5dQeBnbrEOlwmkTQBKGqs4HZIvKsqm5uyMZV9V3g3Vrzfuv3vAy4NMB6rwGvNWSfxhgTCVPn5FJeVc0tUVJ7AG+N1AkiMhXI9C+vqhPDFZQxxrQme0rLeX5udNUewFuCmAE8ATyJhxvkjDGmrfmPW3uIlraHGl4SRJWq/ivskRhjTCsUrbUH8HaZ61sicpOI9BSRtJpH2CMzxphW4Ju2h1Oiq/YA3moQk92/v/Kbp0DrvofcGGMayak9bOL8Ub05rGt01R7A23gQ/ZsjEGOMaW3+PXsDFVU+bp44MNKhhEWoG+UuCrWiqr7e9OEYY0zrkF9UxvNzN3NBlNYeIHQN4nshlilgCcIY02Y9Nms9PlV+flr09gIU6ka5a5szEGOMaS027dnPfxfmccW4DPqmtf4+l4LxchWTMcYYP49+tI52sTFR2/ZQwxKEMcbUw+rtxc5occdm0q1j6x7voS6WIIwxph7+8uFaUhLj+FEUjPdQlzovcw1yNVMRsEJVdzV9SMYY0zJlbypk1ppd3H7mYDoltYt0OGHn5Ua564BjgE/d6ZOARThDgt6nqtPCFJsxxrQYqsrD76+lW8cErp3QNm4P83KKKQ44QlUvVtWLgaE4l7mOA+4IZ3DGGNNSfLZuNws2FXLLKYNoH+9lzLTWz0uC6KuqO/2md7nzCoHK8IRljDEtR7VPeei9NWSkJXFZVt+6V4gSXk4xfSYib+N0+w1wsTsvGdgXrsCMMaaleHVRHmvyS/jnlWOIj2s71/Z4SRA/wUkKx7rTzwOvqaoCJ4crMGOMaQn2l1fxyIfrGJPRmbOG94h0OM3KS2d9CrzqPowxpk35z+e57Cop519XjUVEIh1Os6qzriQiF4nIehEpEpFiESkRkeLmCM4YYyJpZ3EZ/56dyzlH9mRsv9RIh9PsvJxiehj4nqp+He5gjDGmJXn0w3VU+XzcceaQSIcSEV5aW3ZacjDGtDVf7yjmv4vymHxMJhnp0dshXyheahDZIvIK8CZQXjPTxoMwxkSzP777NSmJ7aK+Q75QvCSIFOAAcLrfPBsPwhgTtT5bu4vP1+/hnnOH0jkpPtLhRIyXq5hsXAhjTJtRUeXjvrdXk5mexNXj+0U6nIgKNeTo7ar6sIg8jlNjOISq/jSskRljTAQ8P3cTubv38/SUrDZ1U1wgoWoQNQ3T2c0RiDHGRNqukjL+9vF6Th7clYlDukc6nIgLNeToWyISCxypqr9sxpiMMSYi/vz+Wsqrqrnn3KGRDqVFCFl/UtVqvu1iwxhjotbSvH3MWLSVHxzXnwFdO0Q6nBbBy1VMS0VkJk5nfftrZtplrsaYaOHzKb+buYquHRO4ZeKgSIfTYnhJEIlAATDRb55d5mqMiRqvLd7Ksrx9PPr9kXRI8PK12DbYZa7GmDatuKySh95fy5iMzlwwqnekw2lRvHTWd7iIfCIiK93pESLym/CHZowx4ffoh+so2F/OvecNIyambfXWWhcvF/n+B7gLd/Q4VV0OTApnUMYY0xyWb93H83M3cfX4fozo0znS4bQ4XhJEkqouqDWvKhzBGGNMc6n2Kb9+YyXpHRL45RmDIx1Oi+QlQewRkcNw76YWkUuAHWGNyhhjwuz5uZtYsa2I3547lJTEdpEOp0XyOuToVGCIiGwDNgJXhjUqY4wJo/yiMh75cB0nHN6Vc0f0jHQ4LZaXBKGqeqqIJAMxqloiIv3DHZgxxoTLfW+vorLaxx/OH9bmhhGtDy+nmF4DUNX9qlrizvM0PrWInCkia0UkR0TuDLA8QURecZfPF5HMWsszRKRURKyrD2NMk/h0zS7eXZHPLRMH0i89OdLhtGihenMdAgwDOonIRX6LUnBungvJ7cfpH8BpwFZgoYjMVNXVfsWuA/aq6kARmQQ8BFzmt/xR4D2vL8YYY0I5WFHNPf9bycBuHbjhhMMiHU6LF+oU02DgXKAz8D2/+SXADz1s+2ggR1VzAURkOnA+4J8gzgfudZ+/CvxdRERVVUQuwGnv2I8xxjSBv3y4lq17D/LKDePbfFfeXoTqzfV/wP9E5ARVneO/TES8dODXG8jzm94KjAtWRlWrRKQISBeRMuAOnNpH0NNLInIDcANARkaGh5CMMW3V4i17efrLjVw1PoNxA9IjHU6r4CWF/i3AvMebOI7a7gX+qqqloQqp6lRVzVLVrK5du4Y5JGNMa1VWWc3try6nZ0oid5w5JNLhtBqh2iCOASYAXUXkNr9FKUCsh21vA/r6Tfdx5wUqs1VE4oBOOB0DjgMuEZGHcU5x+USkTFX/7mG/xhhziMdnrSdnVynPXnsUHe2eB89CtUHEAx3cMh395hcDl3jY9kJgkHtJ7Dac7jmuqFVmJjAZmOtuc5aqKnB8TQERuRcoteRgjGmIlduKeGJ2LpeM7cNJg7tFOpxWJVQbxGxgtog8q6qb67tht03hZuADnBrH06q6SkTuA7JVdSbwFDBNRHKAQqyPJ2NME6qs9vGrV5eTlhzPPefYKHH15eVGuQMi8mecS16/ubxVVScGX+WbMu8C79aa91u/52XApXVs414PMRpjzHc88dkGvt5RzNSrx9IpyU4t1ZeXRuoXgTVAf+D3wCac00fGGNNifb2jmMdn5XDuiJ6cPqxHpMNplbwkiHRVfQqoVNXZqvoDDh1dzhhjWpTyqmp+/spSUtq3477zh0c6nFbLyymmSvfvDhE5B9gOpIUvJGOMaZxHP1zHmvwSnp6SRVpyfKTDabW8JIj7RaQT8Auc+x9SgJ+HNSpjjGmgebkFTP08lyvGZTBxSPdIh9OqeRmT+m33aRFwcnjDMcaYhispq+QX/11Gv7Qkfn32EZEOp9XzMib1cyLS2W86VUSeDmtUxhjTAL9/azU7ig7y6GWjSE7wcoLEhOKlkXqEqu6rmVDVvcDosEVkjDEN8P7KfF5dtJWbTx7ImIzUSIcTFbwkiBgR+eZoi0ga3toujDGmWeQXlXHX68s5sncnbjllUKTDiRpevugfAeaKyAxAcLrEeCCsURljjEfVPuXW6Usor/Lxt0mjaBdr3Xg3FS+N1M+LSDbOvQ8KXFRr0B9jjImYx2etZ/7GQh65dCSHde0Q6XCiStBUKyJJItIOwE0IH+F04Gd95RpjWoR5uQU89sl6LhrTm4vH9ol0OFEnVF3sfSATQEQG4vS4OgD4iYg8GP7QjDEmuILScm6dvoTM9GT+YHdLh0WoBJGqquvd55OBl1X1FuAs4JywR2aMMUGoKr+csYy9Byp5/IrRdklrmIRKEOr3fCLOKSZUtQLwhTMoY4wJ5akvNvLp2t385pwjGNarU6TDiVqh0u5yEfkLzmA/A4EPAfxvmjPGmOa2YGMhD763hjOGdefq8f0iHU5UC1WD+CGwB6cd4nRVPeDOHwr8JcxxGWPMd+wqLuMnLy2mb1oSf750JCIS6ZCiWqgR5Q4C32mMVtWvgK/CGZQxxtRWWe3jJy8tprSsiheuG0eKjS0ddtayY4xpFf747tcs3LSX/5s0isE9OkY6nDbBbjk0xrR4/1u6jWe+3MS1x2Zy/qjekQ6nzbAEYYxp0dbml3Dnays4KjOVu60L72YV9BSTiLzFoZe6HkJVzwtLRMYY4yrcX8EPn8+mQ2Ic/7hijPWz1MxCtUHUXKl0EdADeMGdvhzYGc6gjDGmosrHj19YRH5xGdNvGE+3lMRIh9TmhLqKaTaAiDyiqll+i95yO+8zxpiwUFV+N3Ml8zcW8n+TRtn4DhHipb6WLCIDaiZEpD+QHL6QjDFt3dNfbuLlBXn85OTDrFE6grxc5vpz4DMRycUZD6If8KOwRmWMabM+XbuLB95ZzRnDuvOL0wZHOpw2zct4EO+LyCC+7eZ7jaqWhzcsY0xbtH5nCT99aQmDe6Tw6PdHERNjd0pHUp2nmEQkCfgVcLOqLgMyROTcsEdmjGlTdhaXMeWZhSS0i+XJyVnWQ2sL4KUN4hmgAjjGnd4G3B+2iIwxbU5JWSVTnlnI3gMVPDPlKHp3bh/pkAzeEsRhqvowUAngdtpn9T5jTJNwLmddzPqdJfzzyjEc2ce6724pvNThKkSkPe5NcyJyGGBtEMaYRvP5lNtfXcYXOXv4y6UjOWlwt0iHZPx4SRD34gw/2ldEXgSOBaaEMSZjTBvx8AdreXPpdn51xmAusTGlWxwvVzF9KCKLgPE4p5ZuVdU9YY/MGBPVnvpiI0/M3sBV4zO46aTDIh2OCcDLVUyfAONU9R1VfVtV94jI1GaIzRgTpaYv2MIf3l7NmcN68PvzhtvAPy2Ul0bq/sAdIvI7v3lZwQobY0wo/1u6jbveWMGJh3flsctHE2v3OrRYXhLEPuAUoLuIvCUidomBMaZBPlyVz23/XcbRmWk8cdVY4uOsd9aWzMu7I6papao3Aa8BXwB2qYExpl4+X7+bm19awvDenXhqylG0j4+NdEimDl6uYnqi5omqPisiK4CfhC8kY0y0mZdbwA3PL2JA12Seu/YoOthd0q1C0BqEiKS4T2eISFrNA9gI/NLLxkXkTBFZKyI5InJngOUJIvKKu3y+iGS6848WkaXuY5mIXFj/l2aMaQm+zNnDlGcW0Du1PdOuG0fnpPhIh2Q8CpXGXwLOBRbh3CTn35KkwIBAK9UQkVjgH8BpwFZgoYjMVNXVfsWuA/aq6kARmQQ8BFwGrASyVLVKRHoCy0TkLVWtqt/LM8ZE0px1u/nh89lkpifzwvXj6NoxIdIhmXoINWDQueJce3aiqm5pwLaPBnJUNRdARKYD5wP+CeJ8nBvxAF4F/i4i4nbnUSOREEOfGmNapk/X7OJHLyxiQJdkXrx+HOkdLDm0NiEbqVVVgXcauO3eQJ7f9FZ3XsAybu2gCEgHEJFxIrIKWAHcaLUHY1qPj1fv5EfTFjGoWwde/uF4Sw6tlJermBaLyFFhj6QWVZ2vqsOAo4C7ROQ7A9KKyA0iki0i2bt3727uEI0xAcxctp0fv7iII3p25KXrx5OabG0OrZWXBDEOmCsiG0RkuYisEJHlHtbbBvT1m+7jzgtYRkTigE5AgX8BVf0aKAWG196Bqk5V1SxVzeratauHkIwx4fTslxu5dfoSRmekMu36cXRKahfpkEwjeLnW7IwGbnshMMgdw3obMAm4olaZmcBkYC5wCTBLVdVdJ89tpO6HM5rdpgbGYYwJM1Xlrx+t47FZOZw+tDuPXT6axHZ2n0Nr56Wzvs0AItINp8HYE/fL/WbgAyAWeFpVV4nIfUC2qs4EngKmiUgOUIiTRACOA+4UkUrAB9xkHQQa0zJV+5TfvLmSlxds4bKsvjxw4XDiYu0O6WggTjt0iAIi5wGPAL2AXUA/4Gu3faDFyMrK0uzs7Aatu35nCYO6d2ziiIyJfmWV1fxs+lLeX5XPTScdxq/OGGwd77UyIrJIVQP2r+clzf8Bp6vvdaraH6dfpnlNGF9ELdq8l9P+Oocr/jOPz9fvpq6EaYxx7Cop47Kp8/hgdT73nDuU288cYskhynhJEJWqWgDEiEiMqn5KFPXmOrhHR+4+ewg5u0q5+qkFnPf3L3l3xQ6qfZYojAlmTX4xF/7jK9bll/DEVWO57rj+kQ7JhIGXRup9ItIBmAO8KCK7gP3hDav5dEiI44YTDmPyhEzeWLyNf8/J5aYXF9O/SzI/OmEAF47pTUKcNbYZU+PTNbu4+aXFdEiMY8aNxzC8t3XwHK28tEEkA2U4XW1ciXMp6oturaLFaEwbhL9qn/L+ynz+NTuHlduK6Z6SwPXHDeDycRnWwZhp01SVZ7/axB/eXs0RPVN4avJR9Ojk+boV00KFaoOoM0G0Fk2VIGqoKl/k7OFfn23gqw0FdGrfjsnH9GPyhEy7K9S0OQcrqrn7jRW8sWQbpw3tzt8uG0Wy/WCKCg1KECJSwqF9IAnfdtqnqpoScMUIaeoE4W/Jlr08MXsDH6zaSWK7GC4Z24cfHNufAV07hGV/xrQkmwv286Npi1i7s4SfnXI4t0wcSIyNAhc1rAbRRHJ2lTB1Ti5vLtlOpc/HKUO6cd1xAxg/IM2u3jBRadaanfxs+lJEhL9NGsXJg22ssGjT6AQhIiOB493JOarqpauNZtUcCaLG7pJyXpi3mWnzNlO4v4JhvVK4/vj+nHNkLxtC0USFqmofj32ynsdm5TC0ZwpPXDWWjPSkSIdlwqBRCUJEbgV+CLzuzroQmKqqjzdplI3UnAmiRlllNW8s2cZTX2wkZ1cpPVISmTwhkyuOzrA+aEyrtXXvAX42fSnZm/dy8Zg+3H/BcBseNIo1NkEsB45R1f3udDIwV1VHNHmkjRCJBFHD51Nmr9/NU59v5IucPbRvF8v3s/ow5dj+9O+SHJGYjGmIt5dv567XV6AK918wnAtG1+6h30SbUAnCy2UIAlT7TVdz6OhybV5MjHDy4G6cPLgbX+8o5qkvNvLSgi08N3czJxzelcnH9OOkwd2ItYY900IdqKji9zNX80p2HiP7dubxSaPtlJLxVIO4DafH1TdwEsP5wLOq+rewR1cPkaxBBLKrpIzpC/J4cf5mdhaX0ye1PVeP78f3s/pa//imRZmfW8Dtry1nS+EBbjrpMH526uG0s8722oymaKQeg9PDqgJfqOqSpg2x8VpagqhRWe3jo9U7ee6rTczfWEhCXAznjezFNcdkcmQfuwPVRM6Biioefn8tz361iYy0JB6+ZATjB6RHOizTzBp7iumb7fDtfRDGo3axMZx9ZE/OPrIna/KLmTZ3M68v3saMRVsZndGZa47px1nDe1rf+aZZzcst4PZXnVrDlAmZ3H7mYJLi7cY3cygvp5h+C1wKvIaTHC4AZqjq/WGPrh5aag0ikKKDlby2aCvT5m1m4579dE5qx4Wje3P50Rkcbt2OmzDau7+Chz9Yy8sLttAvPYmHLx7BOKs1tGmNvYppLTBSVcvc6fbAUlUd3OSRNkJrShA1fD7lyw17mL4wjw9X5VNZrYzO6MzlR2Vw7sie9ovONBmfT5mxKI8H31tDcVkV107I5BenD7bLV02jTzFtxxlJrsydTuC7Y0ubBoiJEY4f1JXjB3WloLSc1xdvY/rCLdz+2nLue3s13xvZi8uP7suRvTvZndqmwVZtL+KeN1eyeMs+jspM5Q8XDGdIjxbVU45pobzUIN4EjgI+wmmDOA1YAGwFUNWfhjdEb1pjDSIQVSV7815eXrCFd1fsoKzSx9CeKVya1YfvjexFF+so0Hi0q6SMv360nlcWbiE1KZ67zz6Ci8b0th8b5hCNPcU0OdRyVX2uEbE1mWhJEP6KDlYyc+k2pi/MY9X2YmJjhJMO78qFY3pz6hHdrWHbBLS/vIr/fJ7L1Dm5VFT5uGp8P35+6uF2d78JyDrriwJr80t4fclW3lyyjZ3F5XRMjOPcET25cHQfjspMtV+FhqpqHzMWbeXRj9axu6Scs4/swe1nDCHT7uY3ITS2BnEscC/QD6fNoqa77wFNHGejRHuCqFHtU+ZuKOD1xVt5b2U+Byur6ZvWngtH9ebckb3sKqg2qLLaxxtLtvH3WTlsKTzA2H6p3H32EYztlxrp0Ewr0NgEsQb4ObAIvy43onVEudZkf3kVH6zK5/XF2/hywx5UYVC3DpwzoifnjujJwG6WLKJZZbWPNxZv4/FP15NXeJDhvVO49ZTDOfWIblajNJ41NkHMV9VxYYmsCbXFBOFvV0kZ76/M5+3lO1i4qRBVGNKjI+cc2ZNzRvS0wY2iSGl5FTOy83jqi41s3XuQEX06cespg5g4xBKDqb/GJogHgVic7r7La+ar6uKmDLKx2nqC8LezuIz3Vuzg7eU7yN68F3CSxelDu3Pa0B4M751iXySt0PZ9B3nuq028tGALJWVVjO2Xyk9OPoyTB1tiMA3X2ATxaYDZqqoTmyK4pmIJIrAdRQd5Z/kOPly1k+zNhfgUeqQkcurQbpw2tAfjB6SREGdXQ7VUqsr8jYW8OH8L763YgU+Vs47syfXH9Wd0hrUxmMazq5gMAAWl5Xy6djcfrc5nzro9HKyspkNCHCce3pVTjujG8YO60rWj3WfREhSUlvPa4q1MX5BH7p79dEyM4/tZfZkyIZO+adYNt2k6DUoQbjff/hTYg9Ob68amDbHxLEHUT1llNV9t2MNHq3fy0epd7Cl1zh4O7ZnC8Yd34cRBXRmbmWq1i2ZUVlnNZ2t3M3PZNj5avZPKaiWrXyqXH53B2Uf2tG4xTFg0NEH8LsDsNOAM4F5Vnd50ITaeJYiG8/mU1TuKmb1uN3PW7WbR5r1U+ZSk+FjGD0jn+EFdGD8gncHdOxJjgx41qapqH19tKGDmsu18sDKfkvIq0pPjOW9UL644OoNBdtmyCbMmPcUkImnAx6o6pimCayqWIJpOaXkV8zYUMGe9kzA2FRwAoFP7dhyVmca4/mmMG5DG0J4pxNnAMvVWUlbJ5+v38PHqncxau4t9ByrpmBDHGcN7cN7IXkw4LN2Oq2k2TTUeBACqWih2yURU65AQx6lDu3Pq0O6AM4j9go2FzM8tZP7GAj7+euc35cb2S2VMRioj+3ZiZJ/ONlpeAD6fsnZnCV9tKOCztbuYl1tAZbXSOakdEwd34/Rh3TlpcDfrOsW0OPVOECJyMrA3DLGYFqpPahJ9UpO4aEwfwLmMdv7GQhZsLGDBxkL+9sluaiqi/dKTGNmnM6P6dmZk304M7pFCh4S21W15tU/J2VVK9uZCvsopYG5uAYX7KwAY0CWZa4/tz6lHdGdMRmerKZgWLVQbxAqchml/aTjdf1+jqmvCHFu92CmmyCkpq2TFtiKW5RWxLG8fy7buY0dR2TfL+6a1Z3D3FI7o2ZHBPToypEcKmelJUfHlqKps23eQ1duLWZq3j6V5+1i+tYjS8irAuaR4wsB0JhzWhQmHpdOrc/sIR2zMoRp6iuncWtMKFKjq/iaLzESFjont3C/ALt/M21lcxoqtRazJL2ZNfglr8kv4dO0uqn3Ob452sULf1CT6pSeR2SWZzPRk53l6Mj07J7a4q6fKq6rZvq+MvMIDbNhdytr8EtbuLGH9ztJvkkFcjHBEzxQuHN2b0RmdGZ2RSmZ6kt3EZlqtoAlCVTc3ZyAmunRPSaT70MRv2jHAuYwzZ1cpa/JL2LC7lM0F+9m05wDzNxZyoKL6kPXTkuPpkZJIj06JdE9JpEdKIukd4unUvh2dk9rRub3zvFNSO5LjY+tdG1FVyqt8HKyoZn9FFfsOVFKwv4I9JeUU7C+noLSC3SXl5O09QF7hQXaWlOFf2U5NasfgHh25eExvBvdIYXCPDgzr1cnaEUxUaVsnh01EJbaLZXjvTgzv3emQ+arK7tJyNhccYNOe/ewoKmNHURk7i8vILypjWd4+Ctxz+MHExQjxcTEkxMWQEBdLQrsYYkXwqeJT8KmiClU+HwcqqjlQUf1NbSaQ+LgYunZIoHdqe44d2IW+ae3pm5pE37QkMrsk0bVDgtUMTNSzBGEiTkTo1jGRbh0TOSozLWCZ8qpqig5Usu9gJfsOVFJ0sJJ9ByooOljJgYpqyquqKa/0UV7lc55X+aj2KbExQowIIhAjQqwI7eNjSU6IJSk+jqT4WJLj40hpH0eXDgmkd0igS4d4OiTEWQIwbZ4lCNMqJMTF0i0llm4piZEOxZg2o/VfRmKMMSYswpogRORMEVkrIjkicmeA5Qki8oq7fL6IZLrzTxORRSKywv3bonqONcaYtiBsCUJEYoF/AGcBQ4HLRWRorWLXAXtVdSDwV+Ahd/4e4HuqeiQwGZgWrjiNMcYEFs4axNFAjqrmqmoFMB04v1aZ84Hn3OevAqeIiKjqElXd7s5fBbQXEeuH2hhjmlE4E0RvIM9veqs7L2AZVa0CioD0WmUuBharanmt+YjIDSKSLSLZu3fvbrLAjTHGtPBGahEZhnPa6UeBlqvqVFXNUtWsrl27Nm9wxhgT5cKZILYBff2m+7jzApYRkTigE1DgTvcB3sDp92lDGOM0xhgTQDgTxEJgkIj0F5F4YBIws1aZmTiN0ACXALNUVUWkM/AOcKeqfhnGGI0xxgQR1jGpReRs4G9ALPC0qj4gIvcB2ao6U0QSca5QGg0UApNUNVdEfgPcBaz329zpqrorxL52A43pP6oLztVTLY3FVT8WV/1YXPUTjXH1U9WA5+jDmiBaExHJDtblbSRZXPVjcdWPxVU/bS2uFt1IbYwxJnIsQRhjjAnIEsS3pkY6gCAsrvqxuOrH4qqfNhWXtUEYY4wJyGoQxhhjArIEYYwxJqA2kyBE5FIRWSUiPhEJejlYsC7K3Rv+5rvzX3Fv/muKuNJE5CMRWe/+TQ1Q5mQRWer3KBORC9xlz4rIRr9lo5orLrdctd++Z/rNj+TxGiUic933e7mIXOa3rEmPV0O7tHeX3eXOXysiZzQmjgbEdZuIrHaPzyci0s9vWcD3tJnimiIiu/32f73fssnu+75eRCbXXjfMcf3VL6Z1IrLPb1k4j9fTIrJLRFYGWS4i8pgb93IRGeO3rPHHS1XbxAM4AhgMfAZkBSkTC2wABgDxwDJgqLvsvzg38gE8Afy4ieJ6GOeOcYA7gYfqKJ+Gc1Nhkjv9LHBJGI6Xp7iA0iDzI3a8gMOBQe7zXsAOoHNTH69Q/y9+ZW4CnnCfTwJecZ8PdcsnAP3d7cQ2Y1wn+/0P/bgmrlDvaTPFNQX4e4B104Bc92+q+zy1ueKqVf4WnBt/w3q83G2fAIwBVgZZfjbwHiDAeGB+Ux6vNlODUNWvVXVtHcUCdlEuIgJMxOmSHJwuyi9ootD8uzz3st1LgPdU9UAT7T+Y+sb1jUgfL1Vdp6rr3efbgV1AOHpzbHCX9u786aparqobgRx3e80Sl6p+6vc/NA+nr7Rw83K8gjkD+EhVC1V1L/ARcGaE4roceLmJ9h2Sqs7B+UEYzPnA8+qYB3QWkZ400fFqMwnCo2BdlKcD+9Tpktx/flPorqo73Of5QPc6yk/iu/+cD7jVy79K042b4TWuRHG6XJ9Xc9qLFnS8RORonF+F/h0+NtXxakyX9l7WDWdc/q7D+RVaI9B72pxxXey+P6+KSE2Hny3ieLmn4voDs/xmh+t4eREs9iY5XnGNCq2FEZGPgR4BFv1aVf/X3PHUCBWX/4SqqogEve7Y/WVwJPCB3+y7cL4o43Guhb4DuK8Z4+qnqttEZAAwS0RW4HwJNlgTH69pwGRV9bmzG3y8opGIXAVkASf6zf7Oe6rN16PyW8DLqlouIj/CqX21pCGHJwGvqmq137xIHq+wiqoEoaqnNnITwbooL8CpusW5vwIDdV3eoLhEZKeI9FTVHe4XWtAOCYHvA2+oaqXftmt+TZeLyDPAL5szLlXd5v7NFZHPcDpefI0IHy8RScHpEfjXbtW7ZtsNPl4B1KdL+61yaJf2XtYNZ1yIyKk4SfdE9RuQK8h72hRfeHXGpaoFfpNP4rQ51ax7Uq11P2uCmDzF5WcS8BP/GWE8Xl4Ei71JjpedYjpUwC7K1Wn1+RTn/D84XZQ3VY3Ev8vzurb7nXOf7pdkzXn/C4CAVzuEIy4RSa05RSMiXYBjgdWRPl7ue/cGzrnZV2sta8rj1eAu7d35k8S5yqk/MAhY0IhY6hWXiIwG/g2cp369JAd7T5sxrp5+k+cBX7vPPwBOd+NLBU7n0Jp0WONyYxuC0+A7129eOI+XFzOBa9yrmcYDRe6PoKY5XuFqfW9pD+BCnPNw5cBO4AN3fi/gXb9yZwPrcH4B/Npv/gCcD3AOMANIaKK40oFPcLo2/xhIc+dnAU/6lcvE+VUQU2v9WcAKnC+6F4AOzRUXMMHd9zL373Ut4XgBVwGVwFK/x6hwHK9A/y84p6zOc58nuq8/xz0eA/zW/bW73lrgrCb+f68rro/dz0HN8ZlZ13vaTHH9CWcc+mU4PzKG+K37A/c45gDXNmdc7vS9wIO11gv38XoZ5yq8Spzvr+uAG4Eb3eUC/MONewV+V2g2xfGyrjaMMcYEZKeYjDHGBGQJwhhjTECWIIwxxgRkCcIYY0xAliCMMcYEZAnCGGNMQJYgjDHGBGQJwphmJCLtRWS2iMS607Ei8n/ijF2xQkQGiEi8iMxxu+YwJmIsQRjTvH4AvK7fdvZ2F5CrqsOAx4Cb1Oly+hPgsiDbMKZZWIIwph5E5Bq3K+plIjLNnXebiKx0Hz9z5yWLyDtuuZXy7ah2V+L2HyUiycCFqvp/7rKNwED3+ZtuWWMixqqwxngkIsOA3wATVHWPOMOfjgWuBcbh9IszX0Rm4/RFtV1Vz3HX7eR2BDdAVTe5mzwV6CsiS93pNJw+ksDpK+qoZnhZxgRlNQhjvJsIzFDVPQCqWggch9MF+35VLQVeB47H6TjtNBF5SESOV9UioAuwz297o4DfquooVR0FfIjTcR7uKagKEenYHC/MmEAsQRgTBqq6Dmcs4RXA/SLyW+AgTu+uNVKBAwBug/TpOAPm1EgAypolYGMCsARhjHezgEtFJB1ARNKAz4ELRCSppk0B+FxEegEHVPUF4M/AGHXGBo4VkZoksQ5noHmAnwPvqDM+Ne4+9qjf4FDGNDdrgzDGI1VdJSIPALNFpBpYoqpTRORZvh3s50lVXSIiZwB/FhEfTl/+P3aXf4hzWupjnL7+3xORHJxBaG7w293JOCPiGRMxNh6EMc1IRMYAP1fVq+so9zpwp3uqypiIsFNMxjQjVV0MfFpzo1wg7tVOb1pyMJFmNQhjjDEBWQ3CGGNMQJYgjDHGBGQJwhhjTECWIIwxxgRkCcIYY0xAliCMMcYE9P8FQ+jvCmtFbAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "m = 1.5 - 1.5j\n", - "x = 1\n", - "mu = np.linspace(-1,1,501)\n", - "intensity = miepython.i_unpolarized(m,x,mu)\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "a = qsca/qext\n", - "\n", - "#integrate over all angles\n", - "dmu = mu[1] - mu[0]\n", - "total = 2 * np.pi * dmu * np.sum(intensity)\n", - "\n", - "plt.plot(mu,intensity)\n", - "plt.xlabel(r'$\\cos(\\theta)$')\n", - "plt.ylabel('Unpolarized Scattering Intensity [1/sr]')\n", - "plt.title('m=%.3f%+.3fj, x=%.2f, a=%.3f, total=%.3f'%(m.real,m.imag,x,a, total))\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Comparison to Wiscombe's Mie Program\n", - "\n", - "Wiscombe normalizes as\n", - "\n", - "$$\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = \\pi x^2 Q_{sca}\n", - "$$\n", - "\n", - "where $p(\\theta)$ is the scattered light.\n", - "\n", - "Once corrected for differences in phase function normalization, Wiscombe's test cases match those from `miepython` exactly.\n", - "\n", - "### Wiscombe's Test Case 14" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MIEV0 Test Case 14: m=1.500-1.000j, Mie size parameter = 1.000\n", - "\n", - " 0.0° 30.0° 60.0° 90.0°\n", - "MIEV0 0.18109 0.15027 0.09218 0.05789\n", - "miepython 0.18109 0.15027 0.09218 0.05789\n", - "ratio 1.00000 1.00000 1.00000 1.00000\n" - ] - } - ], - "source": [ - "\"\"\"\n", - "MIEV0 Test Case 14: Refractive index: real 1.500 imag -1.000E+00, Mie size parameter = 1.000\n", - " Angle Cosine S-sub-1 S-sub-2 Intensity Deg of Polzn\n", - " 0.00 1.000000 5.84080E-01 1.90515E-01 5.84080E-01 1.90515E-01 3.77446E-01 0.0000\n", - " 30.00 0.866025 5.65702E-01 1.87200E-01 5.00161E-01 1.45611E-01 3.13213E-01 -0.1336\n", - " 60.00 0.500000 5.17525E-01 1.78443E-01 2.87964E-01 4.10540E-02 1.92141E-01 -0.5597\n", - " 90.00 0.000000 4.56340E-01 1.67167E-01 3.62285E-02 -6.18265E-02 1.20663E-01 -0.9574\n", - "\"\"\"\n", - "\n", - "x=1.0\n", - "m=1.5-1.0j\n", - "mu=np.cos(np.linspace(0,90,4) * np.pi/180)\n", - "\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "albedo = qsca/qext\n", - "unpolar = miepython.i_unpolarized(m,x,mu) # normalized to a\n", - "unpolar /= albedo # normalized to 1\n", - "\n", - "unpolar_miev = np.array([3.77446E-01,3.13213E-01,1.92141E-01,1.20663E-01])\n", - "unpolar_miev /= np.pi * qsca * x**2 # normalized to 1\n", - "ratio = unpolar_miev/unpolar\n", - "\n", - "print(\"MIEV0 Test Case 14: m=1.500-1.000j, Mie size parameter = 1.000\")\n", - "print()\n", - "print(\" %9.1f°%9.1f°%9.1f°%9.1f°\"%(0,30,60,90))\n", - "print(\"MIEV0 %9.5f %9.5f %9.5f %9.5f\"%(unpolar_miev[0],unpolar_miev[1],unpolar_miev[2],unpolar_miev[3]))\n", - "print(\"miepython %9.5f %9.5f %9.5f %9.5f\"%(unpolar[0],unpolar[1],unpolar[2],unpolar[3]))\n", - "print(\"ratio %9.5f %9.5f %9.5f %9.5f\"%(ratio[0],ratio[1],ratio[2],ratio[3]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Wiscombe's Test Case 10" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MIEV0 Test Case 10: m=1.330-0.00001j, Mie size parameter = 100.000\n", - "\n", - " 0.0° 30.0° 60.0° 90.0°\n", - "MIEV0 419.22116 0.08742 0.01235 0.00118\n", - "miepython 419.22168 0.08742 0.01235 0.00118\n", - "ratio 1.00000 1.00000 1.00000 1.00000\n" - ] - } - ], - "source": [ - "\"\"\"\n", - "MIEV0 Test Case 10: Refractive index: real 1.330 imag -1.000E-05, Mie size parameter = 100.000\n", - " Angle Cosine S-sub-1 S-sub-2 Intensity Deg of Polzn\n", - " 0.00 1.000000 5.25330E+03 -1.24319E+02 5.25330E+03 -1.24319E+02 2.76126E+07 0.0000\n", - " 30.00 0.866025 -5.53457E+01 -2.97188E+01 -8.46720E+01 -1.99947E+01 5.75775E+03 0.3146\n", - " 60.00 0.500000 1.71049E+01 -1.52010E+01 3.31076E+01 -2.70979E+00 8.13553E+02 0.3563\n", - " 90.00 0.000000 -3.65576E+00 8.76986E+00 -6.55051E+00 -4.67537E+00 7.75217E+01 -0.1645\n", - "\"\"\"\n", - "\n", - "x=100.0\n", - "m=1.33-1e-5j\n", - "mu=np.cos(np.linspace(0,90,4) * np.pi/180)\n", - "\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "albedo = qsca/qext\n", - "unpolar = miepython.i_unpolarized(m,x,mu) # normalized to a\n", - "unpolar /= albedo # normalized to 1\n", - "\n", - "unpolar_miev = np.array([2.76126E+07,5.75775E+03,8.13553E+02,7.75217E+01])\n", - "unpolar_miev /= np.pi * qsca * x**2 # normalized to 1\n", - "ratio = unpolar_miev/unpolar\n", - "\n", - "print(\"MIEV0 Test Case 10: m=1.330-0.00001j, Mie size parameter = 100.000\")\n", - "print()\n", - "print(\" %9.1f°%9.1f°%9.1f°%9.1f°\"%(0,30,60,90))\n", - "print(\"MIEV0 %9.5f %9.5f %9.5f %9.5f\"%(unpolar_miev[0],unpolar_miev[1],unpolar_miev[2],unpolar_miev[3]))\n", - "print(\"miepython %9.5f %9.5f %9.5f %9.5f\"%(unpolar[0],unpolar[1],unpolar[2],unpolar[3]))\n", - "print(\"ratio %9.5f %9.5f %9.5f %9.5f\"%(ratio[0],ratio[1],ratio[2],ratio[3]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Wiscombe's Test Case 7" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MIEV0 Test Case 7: m=0.75, Mie size parameter = 10.000\n", - "\n", - " 0.0° 30.0° 60.0° 90.0°\n", - "MIEV0 4.57673 0.27755 0.01976 0.00282\n", - "miepython 4.57673 0.27755 0.01976 0.00282\n", - "ratio 1.00000 1.00000 1.00000 1.00000\n" - ] - } - ], - "source": [ - "\"\"\"\n", - "MIEV0 Test Case 7: Refractive index: real 0.750 imag 0.000E+00, Mie size parameter = 10.000\n", - " Angle Cosine S-sub-1 S-sub-2 Intensity Deg of Polzn\n", - " 0.00 1.000000 5.58066E+01 -9.75810E+00 5.58066E+01 -9.75810E+00 3.20960E+03 0.0000\n", - " 30.00 0.866025 -7.67288E+00 1.08732E+01 -1.09292E+01 9.62967E+00 1.94639E+02 0.0901\n", - " 60.00 0.500000 3.58789E+00 -1.75618E+00 3.42741E+00 8.08269E-02 1.38554E+01 -0.1517\n", - " 90.00 0.000000 -1.78590E+00 -5.23283E-02 -5.14875E-01 -7.02729E-01 1.97556E+00 -0.6158\n", - "\"\"\"\n", - "\n", - "x=10.0\n", - "m=0.75\n", - "mu=np.cos(np.linspace(0,90,4) * np.pi/180)\n", - "\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "albedo = qsca/qext\n", - "unpolar = miepython.i_unpolarized(m,x,mu) # normalized to a\n", - "unpolar /= albedo # normalized to 1\n", - "\n", - "unpolar_miev = np.array([3.20960E+03,1.94639E+02,1.38554E+01,1.97556E+00])\n", - "unpolar_miev /= np.pi * qsca * x**2 # normalized to 1\n", - "ratio = unpolar_miev/unpolar\n", - "\n", - "print(\"MIEV0 Test Case 7: m=0.75, Mie size parameter = 10.000\")\n", - "print()\n", - "print(\" %9.1f°%9.1f°%9.1f°%9.1f°\"%(0,30,60,90))\n", - "print(\"MIEV0 %9.5f %9.5f %9.5f %9.5f\"%(unpolar_miev[0],unpolar_miev[1],unpolar_miev[2],unpolar_miev[3]))\n", - "print(\"miepython %9.5f %9.5f %9.5f %9.5f\"%(unpolar[0],unpolar[1],unpolar[2],unpolar[3]))\n", - "print(\"ratio %9.5f %9.5f %9.5f %9.5f\"%(ratio[0],ratio[1],ratio[2],ratio[3]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Comparison to Bohren & Huffmans's Mie Program\n", - "\n", - "Bohren & Huffman normalizes as\n", - "\n", - "$$\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 4 \\pi x^2 Q_{sca}\n", - "$$" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Bohren & Huffmans's Test Case 14" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "BHMie Test Case 14: m=1.5000-1.0000j, Size parameter = 1.0000\n", - "\n", - " 0.0° 30.0° 60.0° 90.0°\n", - "BHMIE 0.17406 0.14780 0.09799 0.07271\n", - "miepython 0.18109 0.15027 0.09218 0.05789\n", - "ratio 0.96118 0.98353 1.06296 1.25600\n", - "\n", - "Note that this test is identical to MIEV0 Test Case 14 above.\n", - "\n", - "Wiscombe's code is much more robust than Bohren's so I attribute errors all to Bohren\n" - ] - } - ], - "source": [ - "\"\"\"\n", - "BHMie Test Case 14, Refractive index = 1.5000-1.0000j, Size parameter = 1.0000\n", - "\n", - "Angle Cosine S1 S2 \n", - "0.00 1.0000 -8.38663e-01 -8.64763e-01 -8.38663e-01 -8.64763e-01 \n", - "0.52 0.8660 -8.19225e-01 -8.61719e-01 -7.21779e-01 -7.27856e-01\n", - "1.05 0.5000 -7.68157e-01 -8.53697e-01 -4.19454e-01 -3.72965e-01\n", - "1.57 0.0000 -7.03034e-01 -8.43425e-01 -4.44461e-02 6.94424e-02\n", - "\"\"\"\n", - "\n", - "x=1.0\n", - "m=1.5-1j\n", - "mu=np.cos(np.linspace(0,90,4) * np.pi/180)\n", - "\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "albedo = qsca/qext\n", - "unpolar = miepython.i_unpolarized(m,x,mu) # normalized to a\n", - "unpolar /= albedo # normalized to 1\n", - "\n", - "s1_bh = np.empty(4,dtype=complex)\n", - "s1_bh[0] = -8.38663e-01 - 8.64763e-01*1j\n", - "s1_bh[1] = -8.19225e-01 - 8.61719e-01*1j\n", - "s1_bh[2] = -7.68157e-01 - 8.53697e-01*1j\n", - "s1_bh[3] = -7.03034e-01 - 8.43425e-01*1j\n", - "\n", - "s2_bh = np.empty(4,dtype=complex)\n", - "s2_bh[0] = -8.38663e-01 - 8.64763e-01*1j\n", - "s2_bh[1] = -7.21779e-01 - 7.27856e-01*1j\n", - "s2_bh[2] = -4.19454e-01 - 3.72965e-01*1j\n", - "s2_bh[3] = -4.44461e-02 + 6.94424e-02*1j\n", - "\n", - "# BHMie seems to normalize their intensities to 4 * pi * x**2 * Qsca\n", - "unpolar_bh = (abs(s1_bh)**2+abs(s2_bh)**2)/2\n", - "unpolar_bh /= np.pi * qsca * 4 * x**2 # normalized to 1\n", - "ratio = unpolar_bh/unpolar\n", - "\n", - "print(\"BHMie Test Case 14: m=1.5000-1.0000j, Size parameter = 1.0000\")\n", - "print()\n", - "print(\" %9.1f°%9.1f°%9.1f°%9.1f°\"%(0,30,60,90))\n", - "print(\"BHMIE %9.5f %9.5f %9.5f %9.5f\"%(unpolar_bh[0],unpolar_bh[1],unpolar_bh[2],unpolar_bh[3]))\n", - "print(\"miepython %9.5f %9.5f %9.5f %9.5f\"%(unpolar[0],unpolar[1],unpolar[2],unpolar[3]))\n", - "print(\"ratio %9.5f %9.5f %9.5f %9.5f\"%(ratio[0],ratio[1],ratio[2],ratio[3]))\n", - "print()\n", - "print(\"Note that this test is identical to MIEV0 Test Case 14 above.\")\n", - "print()\n", - "print(\"Wiscombe's code is much more robust than Bohren's so I attribute errors all to Bohren\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Bohren & Huffman, water droplets\n", - "\n", - "Tiny water droplet (0.26 microns) in clouds has pretty strong forward scattering! A graph of this is figure 4.9 in Bohren and Huffman's *Absorption and Scattering of Light by Small Particles*. \n", - "\n", - "A bizarre scaling factor of $16\\pi$ is needed to make the `miepython` results match those in the figure 4.9. " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "x=3\n", - "m=1.33-1e-8j\n", - "\n", - "theta = np.linspace(0,180,181)\n", - "mu = np.cos(theta*np.pi/180)\n", - "\n", - "scaling_factor = 16*np.pi\n", - "iper = scaling_factor*miepython.i_per(m,x,mu)\n", - "ipar = scaling_factor*miepython.i_par(m,x,mu)\n", - "\n", - "P = (iper-ipar)/(iper+ipar)\n", - "\n", - "plt.subplots(2,1,figsize=(8,8))\n", - "plt.subplot(2,1,1)\n", - "plt.semilogy(theta,ipar,label='$i_{par}$')\n", - "plt.semilogy(theta,iper,label='$i_{per}$')\n", - "plt.xlim(0,180)\n", - "plt.xticks(range(0,181,30))\n", - "plt.ylabel('i$_{par}$ and i$_{per}$')\n", - "plt.legend()\n", - "plt.title('Figure 4.9 from Bohren & Huffman')\n", - "plt.subplot(2,1,2)\n", - "plt.plot(theta,P)\n", - "plt.ylim(-1,1)\n", - "plt.xticks(range(0,181,30))\n", - "plt.xlim(0,180)\n", - "plt.ylabel('Polarization')\n", - "plt.plot([0,180],[0,0],':k')\n", - "plt.xlabel('Angle (Degrees)')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## van de Hulst Comparison\n", - "\n", - "This graph (see figure 29 in *Light Scattering by Small Particles*) was obviously constructed by hand. In this graph, van de Hulst worked hard to get as much information as possible " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "x=5\n", - "m=10000\n", - "\n", - "theta = np.linspace(0,180,361)\n", - "mu = np.cos(theta*np.pi/180)\n", - "\n", - "fig, ax = plt.subplots(figsize=(8,8))\n", - "\n", - "x=10\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "sone = 2.5*abs(s1)\n", - "stwo = 2.5*abs(s2)\n", - "plt.plot(theta,sone,'b')\n", - "plt.plot(theta,stwo,'--r')\n", - "plt.annotate('x=%.1f '%x,xy=(theta[-1],sone[-1]),ha='right',va='bottom')\n", - "\n", - "x=5\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "sone = 2.5*abs(s1) + 1\n", - "stwo = 2.5*abs(s2) + 1\n", - "plt.plot(theta,sone,'b')\n", - "plt.plot(theta,stwo,'--r')\n", - "plt.annotate('x=%.1f '%x,xy=(theta[-1],sone[-1]),ha='right',va='bottom')\n", - "\n", - "x=3\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "sone = 2.5*abs(s1) + 2\n", - "stwo = 2.5*abs(s2) + 2\n", - "plt.plot(theta,sone,'b')\n", - "plt.plot(theta,stwo,'--r')\n", - "plt.annotate('x=%.1f '%x,xy=(theta[-1],sone[-1]),ha='right',va='bottom')\n", - "\n", - "x=1\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "sone = 2.5*abs(s1) + 3\n", - "stwo = 2.5*abs(s2) + 3\n", - "plt.plot(theta,sone,'b')\n", - "plt.plot(theta,stwo,'--r')\n", - "plt.annotate('x=%.1f '%x,xy=(theta[-1],sone[-1]),ha='right',va='bottom')\n", - "\n", - "x=0.5\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "sone = 2.5*abs(s1) + 4\n", - "stwo = 2.5*abs(s2) + 4\n", - "plt.plot(theta,sone,'b')\n", - "plt.plot(theta,stwo,'--r')\n", - "plt.annotate('x=%.1f '%x,xy=(theta[-1],sone[-1]),ha='right',va='bottom')\n", - "\n", - "plt.xlim(0,180)\n", - "plt.ylim(0,5.5)\n", - "plt.xticks(range(0,181,30))\n", - "plt.yticks(np.arange(0,5.51,0.5))\n", - "plt.title('Figure 29 from van de Hulst, Non-Absorbing Spheres')\n", - "plt.xlabel('Angle (Degrees)')\n", - "ax.set_yticklabels(['0','1/2','0','1/2','0','1/2','0','1/2','0','1/2','5',' '])\n", - "plt.grid(True)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Comparisons with Kerker, Angular Gain\n", - "\n", - "Another interesting graph is figure 4.51 from [*The Scattering of Light* by Kerker](https://www.sciencedirect.com/book/9780124045507/the-scattering-of-light-and-other-electromagnetic-radiation). \n", - "\n", - "The angular gain is \n", - "$$\n", - "G_1 = \\frac{4}{x^2} |S_1(\\theta)|^2 \n", - "\\qquad\\mbox{and}\\qquad\n", - "G_2 = \\frac{4}{x^2} |S_2(\\theta)|^2 \n", - "$$" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "## Kerker, Angular Gain\n", - "\n", - "x=1\n", - "m=10000\n", - "\n", - "theta = np.linspace(0,180,361)\n", - "mu = np.cos(theta*np.pi/180)\n", - "\n", - "fig, ax = plt.subplots(figsize=(8,8))\n", - "\n", - "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", - "\n", - "G1 = 4*abs(s1)**2/x**2\n", - "G2 = 4*abs(s2)**2/x**2\n", - "\n", - "plt.plot(theta,G1,'b')\n", - "plt.plot(theta,G2,'--r')\n", - "plt.annotate('$G_1$',xy=(50,0.36),color='blue',fontsize=14)\n", - "plt.annotate('$G_2$',xy=(135,0.46),color='red',fontsize=14)\n", - "\n", - "plt.xlim(0,180)\n", - "plt.xticks(range(0,181,30))\n", - "plt.title('Figure 4.51 from Kerker, Non-Absorbing Spheres, x=1')\n", - "plt.xlabel('Angle (Degrees)')\n", - "plt.ylabel('Angular Gain')\n", - "plt.show()" - ] - }, { "cell_type": "code", "execution_count": null, @@ -964,7 +467,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -978,7 +481,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.12.3" }, "toc": { "nav_menu": {}, diff --git a/docs/03a_normalization.ipynb b/docs/03a_normalization.ipynb index fd1ca69..5f1efa4 100644 --- a/docs/03a_normalization.ipynb +++ b/docs/03a_normalization.ipynb @@ -17,24 +17,44 @@ "metadata": {}, "outputs": [], "source": [ - "#!pip install --user miepython" + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import miepython\n", + "\n", + "%config InlineBackend.figure_format='retina'" ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", + "## Normalization of the scattered light\n", "\n", - "try:\n", - " import miepython\n", + "Mie scattering is used in a wide variety of disciplines to describe the scattering pattern from spheres. Not surprisingly a bunch of different normalizations have arisen that can be described based on the integrating the scattering function over all directions ($4\\pi$ steradians).\n", + "\n", + "Integrating the scattering phase function all solid angles suggests the following dimensionless possibilities which have been chosen by one or more authors for their convenience. `miepython` now supports all of these.\n", + "\n", + "$$\n", + "\\begin{align}\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = a \\qquad&\\qquad \\mbox{albedo (default)}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 1 \\qquad&\\qquad \\mbox{one}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 4\\pi \\qquad&\\qquad \\mbox{4pi}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = Q_{sca} \\qquad&\\qquad \\mbox{qsca}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = Q_{ext} \\qquad&\\qquad \\mbox{qext}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 4\\pi x^2 Q_{sca}\\qquad&\\qquad \\mbox{Bohren}\\\\[2mm]\n", + "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega =\\pi x^2 Q_{sca}\\qquad&\\qquad \\mbox{Wiscombe}\\\\[2mm]\n", + "\\end{align}\n", + "$$\n", "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "where $x=2\\pi a/\\lambda$ is the size parameter of a sphere with radius $a$ at wavelength $\\lambda$.\n", + "\n", + "The single scattering albedo is $a$, defined as\n", + "\n", + "$$\n", + "a = \\frac{Q_\\mathrm{sca}}{Q_\\mathrm{ext}} = \\frac{Q_\\mathrm{sca}}{Q_\\mathrm{sca}+Q_\\mathrm{abs}}\n", + "$$\n", + "\n", + "and $Q_\\mathrm{sca}$, $Q_\\mathrm{ext}$, and $Q_\\mathrm{abs}$ are the scattering, extinction, and absorption efficiencies." ] }, { @@ -72,39 +92,6 @@ "where $\\mu$ is the cosine of the angle between the incoming light and a ray to the center of the detector." ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Normalization of the scattered light\n", - "\n", - "Mie scattering is used in a wide variety of disciplines to describe the scattering pattern from spheres. Not surprisingly a bunch of different normalizations have arisen that can be described based on the integrating the scattering function over all directions ($4\\pi$ steradians).\n", - "\n", - "Integrating the scattering phase function all solid angles suggests the following dimensionless possibilities which have been chosen by one or more authors for their convenience. `miepython` now supports all of these.\n", - "\n", - "$$\n", - "\\begin{align}\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = a \\qquad&\\qquad \\mbox{albedo (default)}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 1 \\qquad&\\qquad \\mbox{one}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 4\\pi \\qquad&\\qquad \\mbox{4pi}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = Q_{sca} \\qquad&\\qquad \\mbox{qsca}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = Q_{ext} \\qquad&\\qquad \\mbox{qext}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega = 4\\pi x^2 Q_{sca}\\qquad&\\qquad \\mbox{Bohren}\\\\[2mm]\n", - "\\int_{4\\pi} p(\\theta,\\phi) \\,d\\Omega =\\pi x^2 Q_{sca}\\qquad&\\qquad \\mbox{Wiscombe}\\\\[2mm]\n", - "\\end{align}\n", - "$$\n", - "\n", - "where $x=2\\pi a/\\lambda$ is the size parameter of a sphere with radius $a$ at wavelength $\\lambda$.\n", - "\n", - "The single scattering albedo is $a$, defined as\n", - "\n", - "$$\n", - "a = \\frac{Q_\\mathrm{sca}}{Q_\\mathrm{ext}} = \\frac{Q_\\mathrm{sca}}{Q_\\mathrm{sca}+Q_\\mathrm{abs}}\n", - "$$\n", - "\n", - "and $Q_\\mathrm{sca}$, $Q_\\mathrm{ext}$, and $Q_\\mathrm{abs}$ are the scattering, extinction, and absorption efficiencies." - ] - }, { "cell_type": "markdown", "metadata": { @@ -135,13 +122,10 @@ ] }, { - "cell_type": "code", - "execution_count": 3, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "## Phase Functions\n", - "\n" + "## Phase Functions" ] }, { @@ -157,20 +141,23 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": { "hidden": true }, "outputs": [ { "data": { - "image/png": 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z6+PIznPzzz//tNXzz+jn1ltvNc+cOZPpWNeXTpk3b16mr3UFChQwf/7550zHBJC7cQtcAMjlJk2apP/+97+SpCZNmqhevXoyTVOrVq3SwYMHJUkzZsxQjRo19Pzzz6tXr15asmSJ/Pz81Lp1a1WpUkWXLl3SsmXLdO7cOZmmqaefflrNmjVT69atPXlquVJcXJzmz5+vrVu36sKFCwoODlbp0qUVHh6uBg0aOPS126ioKJ08edJab9y4cZb7pO5z/PhxXbp0SYUKFbL12bVrV7bGLFOmjEqVKqXTp09b+1erVi3L/Vwpu+fg4+OjevXqWbM+d+3aZZVNcMfxHXkMszvmtX779u1Ls396Y5YuXTrDkg/Xj5ne/rnBRx99pFWrVmnfvn06cOCAnnjiCWvGWmpLlizRhx9+KOnqrNHp06erWLFibo42d9mzZ481g9MwDDVq1CjLfRy5FrJ73abuk5ycrL1796pevXpZ7ucMBw8eVOfOna3noXS1hEujRo2UnJys9evXa+/evXr11Vezdb089dRT+uCDD6z1YsWKqUWLFipbtqzi4+O1efNmbd++XaZp6quvvtKJEye0cOFC2/vA3Xffrbp160q6+l58+fJlSVL//v1VsGDBDI995swZXblyRZJUvnx51a5dW6VLl1ZgYKCio6O1a9cu/f333zJNU1u2bFGbNm20ZcuWXPN8KFSokB577DFJjp13uXLlbviYycnJ6tWrl5YtWyY/Pz+1bNlSVatWVXx8vFatWmXNMl28eLGefvppTZo0KcOxdu3apXbt2tnK2dSrV8/69sDmzZu1bds2SVdnuLZq1UorV65UWFhYlnGuXbtW48ePV2JioooVK6a2bduqePHiOnPmTIYlUyIiIvTss88qMjJSpUqVUtu2bRUSEqJ9+/Zp5cqVSklJUUREhLp166bt27fr+++/t0q11KxZU02bNpWfn582btyof/75R5K0Zs0ajRw50lYW6XrXHjN/f3/VqVNH1apVU+HChWWapk6ePKm//vpLkZGRSkxM1HPPPSdJGj16dJaPwY3o3LmzgoODs+xnmqamTp2quLg4SUp3lnxERIRM05RhGKpRo4Zq1KihYsWKydfXV+fOndPmzZutb9F8//33ioqK0s8//5xmrGvP8/Xr12vDhg2SpGbNmql58+ZpjtmiRYtsn7MkrVy5Ut26dVNsbKzV1rx5c9WpU0cJCQn6888/rVh//fVXtW7dWqtXr1aJEiWyHHvZsmUaPny4kpOTVaFCBYWHh6tQoUI6dOiQVqxYoaSkJMXFxal3797avn27KleunKNzAOBZJHgBIJcbOXKkypUrp//973+2r5MnJyfr+eef1zvvvCNJevvtt5WYmKglS5aoffv2mj59uipUqGD1j4qK0t13363ly5dLkl566SVr+Xrnz5/X2LFjnXoe1atX15NPPunUMV1h/fr1uuuuu9LdVrlyZY0ePVrDhw/P9CvSe/bssa2n/j1k5Po+e/bsUbNmzTIct2LFilmOeW3ca0mR3bt3q3v37g7t5yo5PYdrCd7du3d75PiZPYY5HfOa9M7JFWN6UlBQkL777ju1bNlSiYmJmj59um6//XZbaZKzZ89q4MCB1tehn3rqKd16660Zjvn44487NcZixYrZvn6bW6S+FkqWLKmAgIAs90l9LZw/f15nz561JQHOnDljlUqRHLvGAgICVKJECSshtnv3brcleIcOHWo9B4sWLarvv/9eXbp0sfWZOXOmBg8e7HDy6auvvrKSu8HBwXr77bc1ePBg+fn52fotX75cDz30kI4fP67FixfrnXfesR0j9fvazz//bCU6X375ZVWqVCnD45crV05vvPGG7r333gw/eDt06JAeeeQRLVmyRMeOHdNzzz2nL774wqHzc7WiRYvqk08+kZS9874Rs2fP1pUrV9StWzd9/vnntqRxUlKSxowZY/1NNGXKFD333HPpxpKQkKA+ffpY13KJEiX0zTffpLmmli5dqr59+yoyMlKnT59Wnz599Oeff8rX1zfTOMeNG6fk5GS9+uqreu6552z9ryX1r/faa68pMTFRr732mp577jlbve81a9aoW7duunz5snbv3q0333xTb7zxhgoXLqyvv/46zXvSxx9/rP/85z+SpC+//FIvvPBChgm7e+65R3feeac6dOigAgUKpNmenJysr7/+Wo8//rhiYmL04osv6r777nNpArBfv37q169flv3++9//WsndwMBAPfHEE2n6NGnSRLfddpvuvPNOFS9ePN1xVq1apcGDB2v//v1atGiRvv322zTHv/Y8Hz9+vJXgvf32251W6ujChQt68MEHreRu1apVNXPmTDVt2tTW79tvv9WwYcMUFxenvXv3asiQIbZyThl57LHHFBAQoMmTJ6tv3762v2F37Nihrl276vjx44qNjdWrr76qr776yinnBcDNPDd5GACQEV33lamdO3em2y85OdmsVauWrX+dOnXMuLi4dPsfPXrU9PHxMaWrXznN6Gvf2f3qpSM/OSl94IkSDY78dOvWzbx8+XKG4y1atMjqW6hQIYfjKFiwoLXf4sWLbdtiY2NtMfz9998OjZm6XMfzzz/vcCzXc1aJhpIlS1rj/PDDDw7t88QTT1j7PPDAAzk+tqsew+bNm1vbHS1/8u6771r7tGjRIs320aNHW9t79Ojh0JibNm2ynV96X6H39B3A33jjDev4ISEh5pEjR6xtd9xxh7WtYcOG6X4dPjVnv0Zd/xV0R7ijRMOnn35qjV+/fn2H9jl37pwtrt27d9u279y507b9/PnzDo1br149a5/Jkydn+1xyYsmSJdYxDcMwV65cmWHfmTNnpvm9pufSpUtmSEiIKV0tN/HHH39kGsPOnTvNgIAAU5JZrFixDL/Gff1Xop0hISHBrF+/vinJDAgIyPB35e4SDam54ryvSV2iQZLZpk0bMzExMd2+KSkptpID//d//5duv6+++srq4+vra27cuDHD469fv976u0mSOX369HT7Xf8V/tdeey3Lc7u+FMH48eMz7Jv6tVOS6eXlZa5YsSLD/l26dMnycciO1M+t0aNHZ9jPGSUaHPHNN9/YXhfmzp2bo3GuOXTokPUcb968eYb9chK7I/uMHTs2w/fG6/3www+2ayGj16/Uz0vDMMxffvklwzF//vlnq29wcHCGzzEAuRs3WQOAXG7EiBGqVatWutu8vLx033332dreeOONDGd4hYaGWrOATdPUpk2bnBtsHlaqVCk9+eSTWrhwoY4cOaK4uDjFxcVp3759+uyzz1S7dm2r7y+//KIHHnggwxvfREdHW8vpzYjJSOq+qcdIb93RcTMb0xNy8tg46xxc9Ri64pxudMyMxvW00aNHq0OHDpKkixcv6qGHHlJKSoo++eQTLVy4UNLV8/juu+/SzKTMr1xxLeSl15PUM1bvv/9+tWnTJsO+WW2/5quvvrJmMA8cOFBt27bNtH+tWrU0YMAASVdvyLZ48WIHIncOX19f9e3bV5IUHx+v1atXu+3YudH7779vm92ammEYthtSXptpeb0pU6ZYyyNGjFCTJk0yPF6zZs00bNgwaz2zsg/XlCtXzipn4KhSpUppzJgxGW6///77bes9e/ZUu3btMuz/wAMPWMsZPQ7Zce+991plE3777bcbHu9G/Pnnnxo6dKi1/uqrr+qee+65oTErVapkvTdt2LBBly5duqHxssM0TX322WfW+ksvvZTpN7/uvvtudevWzVp35Jq88847ddttt2W4/fbbb1fp0qUlXX1tz23fAgLgGEo0AEAu16tXr0y3X6v9J1395zv1H30Z9V+5cqWkq1//TE+lSpWydRfqvK5p06Y6evRougmlatWqqVq1aho4cKAee+wxq5bdwoUL9e233+qhhx5Ks098fLy1nJ0klb+/v7V87WuH6Y2ZnXEzG9MTcvLYOOscXPUYuuKcbnTMjMb1NC8vL82YMUMNGjTQ+fPntXLlSg0bNkzfffed1efdd9/N8EOt1PLLa5QrroW89HqyYsUKazm919vr9e/fX6tWrcq0z6JFi6zl1ImwzHTs2NFKDK5evfqGE0qpXbx4UX/++ad27Nihc+fOKTo62vYBYupky5YtWzxeasdTqlSpkmkyVpKtRvXhw4fTbI+OjtbGjRut9cGDB2d53KFDh1pJtA0bNigmJkZBQUEZ9u/Vq1eGSeiMdO/ePdPnYeXKlRUUFKSYmBjrGJlJ/bdhRn/rXW/btm36+++/dfjwYV26dClNOYlrX+vftm2bUlJSHLongbNFRETo7rvvtl7D+vbta92nIitHjx616nVfvHhRcXFxtveRa4+TaZraunWrQx8WOcOuXbt06tQpSVffI699mJSZoUOH6pdffpFkf43MyPWTQa5nGIYaNGhgxXH48GHbNQQgbyDBCwC5XJ06dTLdXqRIEWs5LCwsy38qUvd35wyF3MyRm3n4+vpq8uTJ2rt3r/744w9J0ptvvpluwiH1DOqEhASH40j9z9T1M+qun5Xt6LiZjXnNwIEDNX36dEfDdKj23vLly9W+ffs07QEBAVaNOWeegyNc9Rjm5Pft6jEzGjc3KF++vD7//HMrQZG61l/37t31yCOPeCq0XMkV10J6zwVHavs667noqOPHj9tugnXLLbdkuY8jNzhat26dtTxjxgz9+OOPWe5z7NgxazkiIiLL/o44duyYnn/+ec2ZMyfD2qzXi4yMdMqx8yJHaj6nvgldVFRUmu1bt25VcnKypKvv/fXr189yzIYNG1rJ1eTkZG3dutV2T4TrZZWETk9Wf+tJUkhIiJXgTf2tovRk52+96dOn6/XXX9fevXsdiFRKTExUVFSU7RjuEBMTox49elhJyPDwcH355ZdZ7rdu3To9//zzWrVqlcMfDLrzeZb6xns1a9Z06EaKrVq1spZPnTqlEydOqGzZshn2d8ZzB0DuR4IXAHK5woULZ7o9dUI3q77X909MTMx5YPmQl5eXxo4dq06dOkm6emOKiIgIhYaG2vqlThhnZ5Zb6r7XJ52vX3d03MzG9ITg4GArwevuc3DVY5iT37erx8xo3Nzinnvu0dChQ21fvy9durRD/6znN664FtJ7LjiS4HX360nq5G5gYKBDiY/rX4+vFx0dbd0QTJK+/vrrbMd14cKFbO9zvc2bN6tTp07ZHit17PmNI3/jpL6hWXp/46S+pkJDQx2aherl5aXQ0FBrJnVWyb/UNzR0VHb/fsvO34YZ/a1nmqaGDBmiqVOnOhjlvy5fvuzWBK9pmurXr5+2bNki6eqNJOfNm5fm2wrX++qrrzR06NBsf+PDnc+z1NekozdVLVWqlAICAqyZzJGRkZkmeJ3x3AGQ+5HgBYBcLvWdbp3ZFznTpk0b+fr6Wn/87tq1K01CIXUS4tKlS4qPj88yeRIbG2v7h6Jo0aK27QUKFFCBAgWsBMu1O8pn5dpMl/TGvKZz585ZJmuWLVtm/XPbv39/FSxYMNP+qe9unlqxYsV05swZSc49B0e46jFM/fvOLWMGBgZm+Y+vp5UqVcq23qpVqxwlRm52N3otSGmvsesTpadPn3YoWeOs56KjUtf5DQwMdGifzL46LzlnZlpSUtIN7X/lyhX16tXLSu6WKlVKI0aMUIcOHVS1alUVLVpUBQoUsN7Tp02bZtWWzaj2e37gjL9xUl9TWV0rqaXum1XyLyez27N7bs54LD7//HNbcvfOO+/U/fffr0aNGqlcuXIKDAy0lY2oVKmSjhw5Isn91+ELL7xgzbQPDg7WggUL0ryHXG/Xrl0aPny4ldytX7++hg4dqvDwcFWsWFEFCxa0/W2W+ttM7jy/G7kmryV4s7om+f8AyB9I8AIA0jh//rzGjh3r1DGrV6+uJ5980qljeoKvr6+KFy+ukydPSrp6w53r1ahRw7Z+5MiRNG3XO3r0aKZjXGu7Nnvl2j9ZWUk9bs2aNdPt069fP/Xr1y/TcQYOHGgleF9++WVVqlTJoeNfr0aNGtq1a5ck555Ddo7v7MewRo0aVi08Z455jSceJ1dbtWqV/u///s/WNnfuXM2aNSvNzYQy8vjjjzs1pmLFiunll1926pjOkPpaOHPmjEMfGKW+FooWLZomcV6yZEmFhIRYNxo7cuRIltdMfHy8baaZO66x1B88XZv5n5VrX2HPyPUJlIsXLzo0u82Z5s6da9X7LF++vDZu3JhpssoVswnza6I49TWV1bWSWuq+WX3AmVe888471vKECRP0wgsvZNrfU7PHv/nmG+v9wsvLS99++61DpTXef/9968OY22+/XT/++KNtlur1PHV+XJMAnIUELwAgjUuXLmnixIlOHbNdu3Y3RYJXsv9Rnd5si8KFC6tMmTJWEnjz5s1ZJnj//vtva7lcuXIqVKhQmj61atWykpOpa7Zl5OTJk7YZf47cuMrVatWqZc3CceQckpKStH37dtv+N3p8Zz+GqdscGVOy/76zGvPUqVM6deqUdYfrnI6ZW0RFRemhhx6y6mDWrFnT+vBgxIgRatmyZZZfs5fk9NeoihUr5toEr5eXl1JSUmSaprZs2ZJlnVlHroVatWpZtWg3b96srl27Ojymt7e3wsLCHD2FHEudmI6NjdW5c+eyLNOQVX3ckJAQ+fv7WzVv9+3bp6ZNm954sNmwbNkya/mpp57KciaiIx/ypE5cOTLDOL/W2Ex9TUVERMg0zSxnN6akpNiuq+LFi7ssPneJiIjQvn37JF2t1zt69OhM+1+6dMkppUmya926dRo6dKi1/sYbb6hHjx4O7Zv6efbqq69mmtyVHP8w1dlSX5PXf9ifkWsf9l1zM1yTAG6c+299CQBAHnbo0CHbDUvKlCmTbr8OHTpYy47c4fjajdukq3drd8aYqfuEhoaqWrVqWe7jaqnPYd26dVneNOraHculqzeGCg8Pd9rxnfUYph5zz549VmI/IydOnLD+sb5+/2uqV6+u8uXLZytWR66h3OCRRx6x/pGuW7euNm3apLZt20q6OpvyoYceyrezC9MTEBBgS+h66vUk9ZgtW7Z0SwmQcuXK2ZIff/75Z5b7ONKnefPm1vKSJUtyFtwNOHHihLXsyM21Vq5cmWWf1DP40vtmyfW2bduWZR9H5aWvfzdo0EDe3t6Srn413pHHYevWrdb7kLe3txo0aODSGN0h9TVYo0aNLG/Qu3r16mzXsb1RR48e1d133219GDNw4MAsE9GpZed5FhUVpX/++SfLMV1xrTdq1Mha3r17t86fP5/lPmvWrLGWS5cunWn9XQD5BwleAEAalSpVkmmaTv1xJIGQF3z11VfWcqFChWx/mKfWs2dPa3nWrFmZ3hwpLi5O//vf/9LdN7UePXpYN4TZs2dPlomMadOmZTmmu7Vv3976OvSlS5f0ww8/ZNo/9Tnceuut2apPlx5XPIbVq1e33dH8Wg2/jKTeXq9ePVWtWjVNH8MwbLOUUseRnnXr1ll3QPfy8lL37t0z7e8pX3/9tb7//ntJkr+/v7799lsFBgbq66+/VkhIiKSricTryzekx9mvUYcPH3bhmd+Y1NdeVtfCsWPHbDPXMrpuU7f/9ttvOnbsWKbjpr5u3fl60r59e2v5m2++ybJ/Vs8/6Wqt0WsmT55smwnnDqlv7JVV6YlNmzZpw4YNWY5ZuXJla/natxQyk/o950alLhmS22/OFBwcbJuxndXzSZKtTm3z5s1v+H0oN8jONShJkyZNcmU4acTExKhHjx7WN2hat26tKVOmZGuM7JzjF1984dC164prvVatWtY3dJKTkx16nUt9Tab3ITGA/IkELwAgX4uNjXV4tuCff/5pq1l3//33ZzjrpUePHtYMzIsXL2rChAkZjvvqq69atTArVqxoSz6kVqpUKd1zzz3W+ujRozOcUbN06VItXbpU0tUZRyNGjMj4xNzI19dXw4YNs9bHjh2bYfJ7+/bttn++H3vssRs+vqsew0cffdRafueddzK8GdapU6ds11Bm5zRixAjrH9QlS5bo119/TbdfSkqKbVZT7969c+XNyg4dOmSrm/t///d/Vh3FChUqaPLkyda28ePHa+PGjW6PMbcaMGCAlVTas2ePvvjiiwz7jh492ip/ER4ersaNG6fbr1mzZmrWrJmkq0mF559/PsMxP/vsM+3Zs0fS1Zmi/fv3z9F55MSQIUOs5VmzZmnVqlUZ9p01a5ZWr16d5ZjDhw+3PlA4duyYHn30UYdnJ0ZGRlqPb05VqVLFWv7pp58y7BcbG6uHH37YoTGbNWtmzS7866+/rFrn6fn000+1Y8cOB6PNWuqyGcePH3fauK4yfPhwa3nixImZztzcvHmz7bUpt7yX3qjKlStb18v27dt14MCBDPvOmjVLP//8s7tCk2ma6tu3r7Zu3Srpaqzz5s2z3fDNEY4+z/bt2+dweR5XXOuGYdie56+88kqmYy9cuFALFiyw1m+WaxLAjSPBCwC4aVWqVEmGYcgwDI0fPz7dPuvXr1edOnU0efJk2w2EUrty5Yo+/fRTde7c2ZrpVahQoUxvROfv72/7h+H//u//9PHHH9uSCCkpKfrwww/15ptvWm2vvPJKpv/EpK4jt2rVKg0cODDNTTmWL1+uPn36WOv9+/e3zTD1tOeff95Kruzbt089e/ZM85XirVu3qnv37lYJhw4dOmRaI3TatGnW7zqrr1C64jF8+OGHrZm4586dU7du3dLU0jty5Ii6detmff0yLCzMlry6Xr169dS3b19rvU+fPmlmwsfExGjAgAFWUsvPz0+vvvpqhmM6avz48dZjmdMb6qWWnJysfv36WeVNbr311jQ1ue+//3499NBDkq7OjHrwwQezdcOZvKh9+/bW4zxw4MAM+5UsWVJPP/20tf6f//wnzQzMhIQEPf/889YMaelqvcrMpN7+7bffasyYMWlmpc2aNUsjR4601keNGpVpvcfsPBcd0aVLF7Vr107S1cRPz549rQ9eUps5c6YGDRrkUBKocOHCev/99631qVOnqnv37lYt6OuZpql169bp8ccfV8WKFTP9RoYjUn+IN2PGDL377rtpksb79+9Xly5d9Pfffzs0Y7R06dLWTD7TNNWnT580s7KTkpL07rvv6j//+Y9TS2zUq1fPWnbmzGBX6du3r1VmISEhQV27dtXy5cvT9Fu2bJluu+026znRuHFj2/tCXla8eHHdcsstkq7+LXLfffdZH+Jck5KSookTJ+qhhx6St7d3ljd3dJYxY8ZYCdlChQppwYIFOaoxm/p59vTTT6dbjmXZsmVq3769Ll++7NDzLPW1vmTJEqfVsh45cqTKlSsn6erfEJ06dUp3Jv71NyLt3r27VeIIALjJGgAgVxg7dqzmz59va4uOjratN2zYMM1+r7zyisM33MjI7t279cgjj+ixxx5TWFiYateurSJFiki6WsNt3bp11gxb6Wry9ocffrDVSE3P4MGDtWLFCn399ddKTk7Wf/7zH3300Udq0aKFlTA4ePCg1X/QoEFZzoyrWbOmJk2aZN10ZMaMGfr555/VsWNHFSxYUDt27ND69eut/vXr19eHH36Y3YfEpYoVK6aZM2fqzjvvVFJSkpYuXaqKFSuqc+fOKl68uPbv36+VK1dayfBy5co59JVFR7niMfT19dXcuXPVunVrRUdHa/PmzapWrZo6deqk8uXLKyIiQr///ruVKChYsKDmzp2bZd3DTz75RH///bd27Nihc+fOqUOHDmrRooVq166tqKgo/f7777Yb33z22We5otby9V599VWtXbtW0tXf//Tp09NN/k2cOFFr1qzRwYMHtW/fPj355JOZzlZ1p8mTJ9tm8klKU0P69ttvT5NgHDFihFNmWL300ktas2aNfv/9d8XFxen+++/Xa6+9psaNGys+Pl4rV6601X9++eWXrcRoRjp16qQXX3xRr732mqSrH0TNmDFDbdu2lb+/vzZt2mS7yeGtt96qF1544YbPJTsMw9CXX36p8PBwnT17VufPn1fXrl3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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 700 + } }, "output_type": "display_data" }, @@ -199,17 +186,15 @@ "norms = ['albedo','one','4pi','qsca','qext','bohren','wiscombe']\n", "expected = [qsca/qext,1.0,4*np.pi,qsca,qext,4*np.pi*x**2*qsca,np.pi*x**2*qsca]\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(mu,intensity)\n", "plt.xlabel(r'$\\cos(\\theta)$')\n", "plt.ylabel('Unpolarized Scattering Intensity [1/sr]')\n", "plt.title('m=%.3f%+.3fj, x=%.2f, default normalization'%(m.real,m.imag,x))\n", "plt.show()\n", "\n", - "\n", "print(' Normalization Total Expected')\n", - "\n", "for i,norm in enumerate(norms):\n", - " \n", " intensity = miepython.i_unpolarized(m,x,mu,norm)\n", " total = 2 * np.pi * np.trapz(intensity, mu)\n", " print(\"%14s %8.3f %8.3f\" % (norm, total, expected[i]))" @@ -228,20 +213,23 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": { "hidden": true }, "outputs": [ { "data": { - "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 700 + } }, "output_type": "display_data" }, @@ -270,6 +258,7 @@ "norms = ['albedo','one','4pi','qsca','qext','bohren','wiscombe']\n", "expected = [qsca/qext,1.0,4*np.pi,qsca,qext,4*np.pi*x**2*qsca,np.pi*x**2*qsca]\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(mu,intensity)\n", "plt.xlabel(r'$\\cos(\\theta)$')\n", "plt.ylabel('Unpolarized Scattering Intensity [1/sr]')\n", @@ -277,9 +266,7 @@ "plt.show()\n", "\n", "print(' Normalization Total Expected')\n", - "\n", "for i,norm in enumerate(norms):\n", - " \n", " intensity = miepython.i_unpolarized(m,x,mu,norm)\n", " total = 2 * np.pi * np.trapz(intensity, mu)\n", " print(\"%14s %8.3f %8.3f\" % (norm, total, expected[i]))" @@ -299,20 +286,23 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": { "hidden": true }, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 700 + } }, "output_type": "display_data" }, @@ -343,6 +333,7 @@ "norms = ['albedo','one','4pi','qsca','qext','bohren','wiscombe']\n", "expected = [qsca/qext,1.0,4*np.pi,qsca,qext,4*np.pi*x**2*qsca,np.pi*x**2*qsca]\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(mu,intensity)\n", "plt.xlabel(r'$\\cos(\\theta)$')\n", "plt.ylabel('Unpolarized Scattering Intensity [1/sr]')\n", @@ -350,9 +341,7 @@ "plt.show()\n", "\n", "print(' Normalization Total Expected')\n", - "\n", "for i,norm in enumerate(norms):\n", - " \n", " intensity = miepython.i_unpolarized(m,x,mu,norm)\n", " total = 2 * np.pi * np.trapz(intensity, mu)\n", " print(\"%14s %8.3f %8.3f\" % (norm, total, expected[i]))" @@ -393,18 +382,21 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 711 + } }, "output_type": "display_data" } @@ -415,6 +407,8 @@ "theta = np.linspace(0,180,1000)\n", "mu = np.cos(theta* np.pi/180)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "\n", "d = 1700e-9 # m\n", "x = 2 * np.pi/lambda0 * d/2\n", "geometric_cross_section = np.pi * d**2/4 * 1e4 # cm**2\n", @@ -439,7 +433,7 @@ "plt.semilogy(theta, sigma_sca*1e6, color='green')\n", "plt.text(130, sigma_sca[-1]*1e6, \"(x10$^6$)\\n%.0fnm\" % (d*1e9), color='green')\n", "\n", - "plt.title(\"Refractive index m=1.4, $\\lambda$=532nm\")\n", + "plt.title(r\"Refractive index m=1.4, $\\lambda$=532nm\")\n", "plt.xlabel(\"Scattering Angle (degrees)\")\n", "plt.ylabel(\"Diff. Scattering Cross Section (cm$^2$/sr)\")\n", "plt.grid(True)\n", @@ -467,7 +461,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -521,7 +515,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -575,7 +569,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -642,7 +636,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -721,18 +715,21 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 777, + "width": 802 + } }, "output_type": "display_data" } @@ -744,22 +741,24 @@ "theta = np.linspace(0,180,181)\n", "mu = np.cos(theta*np.pi/180)\n", "\n", - "scaling_factor = 1/4\n", - "iper = scaling_factor*miepython.i_per(m,x,mu,'bohren')\n", - "ipar = scaling_factor*miepython.i_par(m,x,mu,'bohren')\n", + "scaling_factor = 16*np.pi\n", + "iper = scaling_factor*miepython.i_per(m,x,mu)\n", + "ipar = scaling_factor*miepython.i_par(m,x,mu)\n", "\n", "P = (iper-ipar)/(iper+ipar)\n", "\n", - "plt.subplots(2,1,figsize=(8,8))\n", + "plt.figure(figsize=(9,9))\n", "plt.subplot(2,1,1)\n", "plt.semilogy(theta,ipar,label='$i_{par}$')\n", "plt.semilogy(theta,iper,label='$i_{per}$')\n", "plt.xlim(0,180)\n", "plt.xticks(range(0,181,30))\n", + "plt.gca().set_xticklabels([])\n", "plt.ylabel('i$_{par}$ and i$_{per}$')\n", "plt.legend()\n", - "plt.grid(True)\n", "plt.title('Figure 4.9 from Bohren & Huffman')\n", + "plt.grid(True, axis='x')\n", + "\n", "plt.subplot(2,1,2)\n", "plt.plot(theta,P)\n", "plt.ylim(-1,1)\n", @@ -768,6 +767,8 @@ "plt.ylabel('Polarization')\n", "plt.plot([0,180],[0,0],':k')\n", "plt.xlabel('Angle (Degrees)')\n", + "plt.grid(True, axis='x')\n", + "\n", "plt.show()" ] }, @@ -800,7 +801,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -814,7 +815,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.12.3" }, "toc": { "nav_menu": {}, diff --git a/docs/04_rayleigh.ipynb b/docs/04_rayleigh.ipynb index df44b8f..f911334 100644 --- a/docs/04_rayleigh.ipynb +++ b/docs/04_rayleigh.ipynb @@ -8,9 +8,7 @@ "\n", "**Scott Prahl**\n", "\n", - "**April 2021**\n", - " \n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { @@ -18,25 +16,11 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { @@ -62,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -194,39 +178,44 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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f4tixY4iKikJ8fDwGDBiAUqVKoWrVqin+WdRZtGgRxo8fDwCoWLEiSpcuDUmScOrUKTx58gSA+AwvWrQoxowZg7Zt2+LgwYOws7NDjRo1UKBAAYSHh+Po0aMICQlRlBXy9vZGjRo1DBprSl29ehXv378HIBoEanr/p1VRUVHYvXs3rl+/jtDQUGTJkgU5c+ZE1apVUbZsWYv5O5YSMpkM1apVw969eyGXy3H06FF07NjR3GEREaV/ZkyGExERpWmJRyllz55dmjNnjhQcHJyq/W7evDnJyLCwsDCVdcLCwqRu3bqprLdt2za1+zPkCOmVK1eqHHP48OFSdHS0yjqPHj2SKlasqBjJmbCuMUZIS5IknT17VrGsT58+arcrVKiQBEBycXGRoqKiJEky7Ajp5cuXK9bLkiWLYvR2YseOHVMZhThjxozk/QekQmpHSEuSJP39998q+7h//36SdQICAqRx48ZJN2/e1LifN2/eqIyyr1evntr13r17J9nY2ChGaK5atUrjKPjg4GDpzz//lJYtW6b2eeXXd6ZMmSRHR0dp7dq1SfZ369Ytld9R7969Nf4ct27dkjJnzqxYd+jQoVJISEiS9R4/fizVqFFDsV6TJk3U7i86OloqVqyYYr18+fJJFy9eVFlHLpdLf/zxh2RlZaXy/jLHCOnFixerrK/tdz5z5kxp5cqVWkcXnjx5UvFeBSCtXbtWZ5zaZkYk+PPPPxXr169fX+06+owqfvXqlcrI9c6dO6sd8f769WupdevWivVKly4txcXFqd2nPv/fY8eOVRmpPH/+fLWv2+LFiyte37p+FuWfN1OmTJK1tbU0e/ZsKTY2VmW9oKAgqVSpUop1fX19NcaZHMo/t52dnZQ7d27pzJkzKuvExcVJI0eOVKzn4uIiTZ48WQIg1alTJ8no+I8fP0q+vr6K9evUqaPx+CEhIdLAgQMNeps7d67G4y1cuFARV9u2bVP1f2eOEdLabvnz55cWLVqk831oSKYcIS1JkjRu3DjFNsOGDUtZ0ERElCxMSBMREWnRqlWrJF/OZDKZVLRoUal79+7SvHnzpPPnzyf5kq9JfHy8lD9/fpUvrpq+5Mnlcqlly5aKdQsWLCjFx8cnWc9QCem4uDgpT548inX69u2rcV/v379PMv3bWAlpSZKkIkWKSAAkZ2dnKTIyUmWbM2fOKLbp16+fYrmhEtLh4eGSi4uLIll04sQJrT/DnTt3FKVY3NzcNJYmMDRDJKT9/f1V9nHy5MlUxdSkSRPFvu7cuZPk+T179iie79q1a6qOpfz6lslk0oEDBzSuu3fvXpULDJrev3Xr1lWs9+uvv2o9fkREhCJhCEAKCAhIso5ywt/BwUF68OCBxv1Nnz5d5Xdh6oR0cHCwlCtXLsW6VatWTfXxJUm8ThPeHz4+PhrXS3jPA5AOHz6sdZ/K5TU2btyodh19EtJ9+vTR6/NPksTnpXJydNOmTWrX0/X/HRISopJgnj17tsZjvnjxQvFZlJyENADp77//1rjfmzdvKsqtyGSyVF90lSTVn9vBwUHt+1+SxN9E5fcNAKlkyZKKC4uJBQUFKS5iaYs18eehIW7akpv9+/dXrKeprJC+0lpCOuHWpEkT6dOnT0aLR5mpE9Jr165VbGOoizJERKRd+p17Q0REZADr1q1D+/btVZZJkoT79+9j7dq1GDJkCCpXrgxXV1d06dIFJ06c0Lq/Q4cO4enTpwBEOYr58+drbHYlk8mwcOFC2NraAhCN5g4fPmyAn0q9gwcPKho5Zs6cGTNnztS4rpubG37++WejxZJY9+7dAQDh4eGKqfkJlJsdGqNcx4oVK/Dx40cAQK9evVCrVi2t6xcvXhw9e/YEIBog/vvvvwaPyViyZs2q8jg0NDRV++vVq5fi/pEjR5I8n1AWAQCyZ8+eqmMpa968udaGeE2bNkXOnDkBABEREbh3716Sda5fv45jx44BAIoUKYIxY8ZoPaajo6NKaYn169cnWWfZsmWK+0OGDEHhwoU17m/EiBFGa6aqSWxsLJ49e4ZFixahUqVKipIdOXPmxMqVKw1yjHz58sHX1xeAaGSp/BpQ1rdvX8X95cuXa9zf5cuXce3aNQBAtmzZVBqUJce7d+8Uv7OsWbPqLJFkbW2NadOmKR6r+33rY8OGDfjy5QsAoECBAhgyZIjGdXPnzo3//e9/yT5G6dKl0a9fP43PlypVCt7e3gDE37fLly8n+xjaDBgwQGNJEysrqyR/Y3/77TfY29urXT9v3ryoVq2a0WJNqYS/6wCQJ08eM0aSPB4eHhgyZAj27duHwMBAREVFISoqCg8fPsSSJUtQokQJxboHDhxAp06dUt0wNC3KnTu34r7y75KIiIyHCWkiIiItHB0dsWXLFhw6dAiNGzeGjY369gsRERHYuHEj6tSpg5YtW2pM5CUkuACgSZMm8PT01Hr83LlzqyTWjh8/noKfQj/K+27WrBlcXV21rt+hQwdkypTJaPEo6969uyJxr5yA/vLlCzZv3gwAKFiwIKpXr27wY+/fv19xv1OnTnptU7duXcX906dPGzwmY8mSJYvK40+fPmldPzIyEseOHcO8efPw008/YciQIRg0aJDitnHjRsW6CUlDZd98843i/j///IPXr1+n7gf4T+IEV2IymQxly5ZVPH727FmSdZR/7+3bt4e1tbXO42r7vX/69EkleZZwkUUTGxsbdOnSRecxU0Mmk6nc7OzskD9/fvzwww+KZHS9evXg7++PokWL6r3foKAgbNu2DdOmTcOoUaMwePBglddFQsJHkiRcv35d7T569eoFOzs7AMCOHTvw4cMHtesl1DwHgG7duqX4M+nIkSOKxHDz5s2TvBfUqVy5MjJnzgwg5e9zf39/xf0OHTrofJ117do12cfQ9X4AgPLlyyvuq3s/pEbbtm21Pl+qVCnFfQcHBzRp0kTv9TUlD/PlywdJzAY22E35d5XYmzdvFPfd3Ny0xp9WVKpUCUFBQZg7dy6aNm2Kb775Bvb29rC3t0ehQoXw3Xff4dq1a/juu+8U2+zbty/FF1/SMnd3d8V9Q/0dIiIi7djUkIiISA8NGjRAgwYNEBISghMnTuDs2bO4cuUKrly5grCwMJV1d+/ejZo1a+LcuXNwcnJSee7q1auK+/omT6tXr449e/YAAK5cuZLKn0Qz5YRh5cqVda6fJUsWlCpVyiQj1Ly8vFCrVi2cOHEChw8fxuvXr5EzZ07s3r1bMXpZV4Ivpc6dO6e4v2bNmiQjtNVJGGkOiGZvliJxAtrZ2Vnteh8+fMDEiROxZs0anUnrBAkNv5RVrlwZXl5eCAwMxPPnz1GyZEn07NkTfn5+qFKlChwcHJL/Q0CMCNVFOWmU+D0MqP7ez507h0GDBuncp/RfY00g6e/9xo0bipGFzs7OejXBq1Klis51jKlatWpYs2YNcuXKpdf6586dw5gxY3Dq1CmV/wtt1L0uADFivmXLlti6dSu+fPmC9evXY/DgwSrrREdHY8OGDYrHyqOqk0v59/3gwQO9ft8AFBfKQkND8fnzZzg6OibruMqfuz4+PjrX9/LyQvbs2fHu3Tu9j2GI90NqlCxZUuvzyhc/ixQpovHCr7r1NY2wN7WEJqUAUvy5ZWr6XHSxtbXF4sWL8eDBA8UMsBkzZhjt7625KP/OoqOjIZfL03UjRyKitIAJaSIiomRwc3NDmzZt0KZNGwCAXC7H5cuXsW7dOixduhRRUVEAgNu3b2P8+PH4888/VbZXTiJ4eXnpdcx8+fIp7mtK3hiCcmzKI1e1yZs3r8mmTPfo0QMnTpxAfHw81q9fjxEjRihGS8tkMqN8QY6IiFBJuK5duzbZ+0ht2QtTSpyIypYtW5J1AgMDUatWLQQFBSVr3+oS17a2tli3bh2aNWuG8PBwfPjwAX/88Qf++OMP2NnZoUKFCqhVqxaaNWuGmjVraixvk1ji0iPqJJTCAUSpisQSRggDYmaD8uwGfST+vSu/v/LkyaPXz5I3b95kHTO5Bg4cqLgvl8vx6tUr3Lp1C48ePQIAnD17FlWqVIG/vz8KFCigdV8rVqxA37599U5EJ9B2QaNfv37YunUrAFG2I3FCevv27YoLUt7e3nolXjVR/n1fvHgRFy9eTPY+QkNDk52QVv5M17fUQ+7cuZOVkDbE+yE1dB1fOQGtT6zK6xs6VkPQ93PKUlhZWWHixImoV68eAHF+8/z58ySfT7ou4hQuXFhrSRpzSu7nFhERpR4T0kRERKlgZWUFb29veHt7Y8CAAahbt65iuufSpUsxY8YMlZE3ERERivv6Ji6U19N3NGpKKMeWMA1dl+QmX1Kjffv2GDx4MCIjI7FmzRp0795dUZ+5Ro0aOhNmKWGIkYJxcXEGiMQ0EtdSTqizrKxr166KZLSzszO+++47NGzYEEWKFEH27Nnh4OCgGFnm7++vqBesqe5ojRo1cP36dfzyyy/YvHmzYqRhTEwMAgICEBAQgJkzZ6JIkSKYPn26XjWCDZEQSu3vPj4+XuVxWnx/LViwIMkySZKwe/du9O7dG6GhoXj+/DnatGmDCxcuKEpoJHb37l30799fkdQpU6YM+vbti6pVq8LLywtOTk4qNYF79eqF1atXA9D8ugBEuZCCBQvi8ePHuH79Oq5cuYIKFSoonleuLZ2a0dGA+d7rpnhdmDtBmpzjmzvWlFL+nURGRpoxEuOoWbMmbG1tFRcA7t69myQhvXDhQq37qF27dppNSEdHRyvu29vbc3Q0EZEJMCFNRERkIMWLF8fs2bMVNT6jo6Nx8eJFlSZ4ylNklaf4aqO8XuISIIakHJu+X6j1/RkMwcnJCa1atcKGDRtw48YNjB49WpEAMkYzQyBp4ufjx496jeCzVOfPn1fcz549OwoWLKjy/NmzZ3HmzBkA4vdx/vx5FCtWTOP+9L2Aki9fPixfvhwLFizA2bNncfLkSZw6dQoBAQGKWQcPHjxAmzZtMHv2bAwfPjy5P1qyKf/ud+7ciZYtW6Zqf2n9/ZVAJpOhZcuW2LlzJ3x9fSGXy3H9+nX89ttvmDRpktpt/vjjD8V7sWnTpti5c6fKiNvE9H1dyGQy9O3bF2PHjgUgEtAJCemnT58q6t5nzpxZ7/rumij/vufOnWuyxJmjo6Oi7ERafl1YmoSyQoakbYRvzpw5FfXQjTmTyVxsbW3h7u6OV69eARANe9MT5RkHunp7EBGRYTAhTUREZECJmzElfHlLkD17dsV9fUseBAYGKu4rN94xtJTEZur6yD169FDUjF21ahUAMZpJn6ZdKeHi4oJMmTIpmp09fPgQlSpVMsqxzC06OlpRqxwQI5cTO3r0qOJ+r169tCajAdXXrj4cHBxQr149xdTwqKgoHDhwAD///LMi2TN27Fh07NgRuXPnTta+k8vDw0Nx/+HDh6nen/L76/nz55AkSedoUHPWH69VqxYGDRqkKDs0a9YsDBgwQOX/JYHy6+KXX37RmowGkve66N27NyZOnIjY2Fhs2LABs2bNgoODA1auXKkYkd2+fXuN9c71Zejft77c3d0VCekXL17A29tb5zYvX740dlgWLzw8XOeI3eTSNsJXubSWcg+B9ET5Qoi6UfqWXPZC+T2l/LskIiLj4VwUIiIiA1Kelg4AmTJlUnlcvnx5xf2zZ8/qtc+EEakAVKarG1q5cuUU9wMCAnSuHxERgVu3bhktHnXq16+fpMFay5YtjTpqWbnR2MGDB412HHNbvXq1yqg3dSNOlevs6mpUBgAnT55MVUwODg5o06YNjh8/rigfEhMTY5Lfg3JjT0Mcr0yZMopp4J8+fcKdO3d0bqPP+9CYJk6cqEj0RkRE4LffflO7XnJeF2FhYbhx44beMXh4eMDPzw+AmKGwfft2yOVyxQUpIPXlOgDD/771pfy5e+HCBZ3rBwYGJqt+NJlG2bJlFffv379vxkiM4+nTpyoNJNPbKGLlclXK70kiIjIeJqSJiIgM6Nq1ayqPEzcHrFu3ruL+/v378fbtW637e/36taJOcuLtDS2h1m9CbB8+fNC6/ubNmxUjh03F2toaXbp0UVlmrHIdCZo3b664v3jxYpVak+nFo0ePMGrUKMXjokWLol27dknWU66rqau8QHBwMHbv3m2Q+FxdXVGtWjXF4zdv3hhkv9oo/96PHj2Kmzdvpmp/Tk5OqFixouLxunXrtK4fFxenmA1gLm5ubiqNBJcsWaL2/z45r4tly5YluxFdv379FPeXL1+Ow4cPK0aPFy1aVO1o/uRq1KiRolneo0ePsHfv3lTvUx916tRR3N+yZUuS2uOJrV+/3sgRpQ/58uWDJEkGvfn7+2s8nvKFy4TZHOnJihUrFPednZ1VLq6nB8oXyZQvThERkfEwIU1ERKTBnDlzcOTIEb3Xj4uLU6lZ6eHhkWSkTcOGDZE/f34AwJcvXzB06FCN+5MkCT/++CNiYmIAAAULFkT9+vX1/wGSqVGjRooyCJGRkRg9erTGdUNCQjTWkzW28ePH4+LFi4pbo0aNjHq8/v37w8XFBYCYiv3DDz/oPTX5/fv3OhNM5nbp0iXUq1dPMfrNysoKc+fOVdvUSblx5K5duzTuMz4+Hv369dN5wSI5dUiVy8gol78wFh8fH0WyUJIkdOvWTWWEoDYxMTEIDQ1Nsvzbb79V3P/zzz+1loaYPXs2nj59mrygjWD48OGK2vVRUVGYPXt2knX0fV08fPgQU6ZMSXYMDRo0UEyj9/f3x+TJkxXPKf+fpkbu3LnRrVs3xeMBAwboXRpDLpeneNRyly5dFDNpnjx5oiiRos7Lly/x+++/p+g4ZFzly5dXlNR69OiRSS6apUZkZKTWhqLKAgICMGvWLMXjjh07Ki7epAeSJClmrFlZWSlKRhERkXExIU1ERKTBhQsX0KBBA1SsWBHz589PUg9a2a1bt9CkSROVBPbo0aOTJPWsrKwwffp0xeONGzfiu+++Q0REhMp6nz59wrfffoutW7cqls2YMcOond+tra3x888/Kx4vW7YM//vf/xQJ8QRPnjxBo0aN8PLlS9jZ2RktHk1cXFxQqVIlxc3a2tqox8uaNSv++OMPxeOVK1fCz89PZYqvMkmScO7cOQwaNAheXl6KpnyJ9erVCzKZDDKZTGWUpCnI5XJcunQJvXv3RvXq1VWSvbNnz0bjxo3VbtesWTNF3eMTJ05g5MiRSX6+169fo23btti3b5/aOqPK5s+fj3LlyuGvv/7S+P769OkTRo8ejUuXLgEQr1NjX4RQji+hGeGNGzfg4+Oj9SLVo0ePMHXqVOTPn1+l1E6Cnj17okiRIgBEQqhRo0aKnyuBJEmYN28exo0bZ5b3V2LZsmXDwIEDFY8XLVqU5EKC8mjy4cOHqy15cfToUdSpUwefPn3S+bpIzMrKSpF4liRJUcrExsbGoDMkpk2bpihF8PLlS3h7e2Pbtm0aE3cvX77EvHnzUKxYMWzevDlFx3Rzc1OpS/y///0PCxcuTHLR6/bt22jQoAE+fvyYpBQUmZ+VlRWaNm2qeHzs2DGzxZIvXz7F3xblizfKLly4gJIlS2Lx4sUaL6Z8+fIFf/31F+rXr6+YGeTs7GzwZpHmdu3aNcWMsCpVqhi1VwcREX2Vfi5tEhERGcmVK1dw5coV/Pjjj8iXLx9Kly4Nd3d32NraIjQ0FDdu3EhSM7J169YqU92VdejQASdPnlQ0XFq2bBk2b94MX19feHh44O3btzh27Bg+ffqk2Gbo0KFo27at8X7I//Tp0wf79u3D9u3bAYhGZqtWrYKvry+yZs2Kp0+f4sSJE4iLi4O3tzcKFy5s9rICptCrVy88efIEv/zyCwBg37592L9/P0qVKoVSpUrB2dkZnz9/xsuXL3H16lV8/PjRvAEDmDRpkmJkKyBG7X78+BHv3r3DlStXkoz2dXFxwcKFC5OURFFWrFgxdO/eHWvWrAEgktcbNmyAt7c3cuTIgWfPnuHkyZOIiYmBk5MTfv/9dwwYMEBrnNevX8fAgQMxaNAgFCxYEKVKlYK7uztiY2MRHByMs2fPqjTTGjNmDPLmzZuS/5JkK1WqFDZu3IiOHTsiMjIS9+/fR4MGDZA3b154e3vD3d0dMTExePfuHa5fv66zmZm9vT1Wr16NevXqITIyEk+fPoWPjw+qVKmC4sWLIzo6GqdOnVKUo5gxYwaGDRtmih9VqxEjRmD+/Pn4/PkzIiIiMHfuXMV7AQCGDRuG5cuX4927dwgNDUXjxo1RoUIFlChRAjKZDFeuXMHt27cBiJkYOXLkwNq1a5MVQ58+fTBlyhTExcUplvn5+altsphSnp6e2LVrF5o2bYr379/j1atXaN++PXLkyIHKlSvDw8MDcrkcISEhuHXrFp48eWKQRm6TJ0/G0aNHcfnyZcTHx2PQoEGYOXMmqlevjsyZM+PBgwc4c+YM5HI52rRpg5CQEJw4cQIAjHqRkpKna9euis/GnTt3onPnzjq3mThxYpLSRokvUKurafzzzz+jRYsWKQ8Wom7y999/j4EDB6JIkSIoUaIEXF1dAYiSS+fOnVP5W5YpUyZs374defLkSdVxE1u8eDEWL16ssizxhfCmTZsmuUA3YMAAnX9f9LFjxw7F/a5du6Z6f0REpB8mpImIiDSoV68eLly4oDJt/tmzZ3j27JnGbRwcHDB27FiMHTtW65TWBQsWIGfOnPj111/x5csXfPr0SW29XXt7e0ycOBFjx45N1c+SHBs3bkTv3r0Vieb379+rjNQGRDmD7du3Y/z48SaLy9x+/vlnlCpVCsOGDUNwcDAkScLNmze11hb28fGBra2t2ueUE1nGGOWdkBjRxc3NDd27d8eIESP0SjQsWrQIr1+/xqFDhwAAr169SvLazZMnDzZt2qSzVrBywlySJDx69AiPHj1Su66dnR3Gjx9v8tF5zZs3x9mzZ/Htt9/i8uXLAIDnz58rksbq5MuXT+P/ZZUqVbBnzx507twZb9++VYyoP3funGIdW1tbzJ07F02bNk0TCWl3d3f88MMPinIR8+fPx8iRIxXNRHPkyIFdu3ahRYsWeP/+PYCvF/KUtWrVCqtWrVIZEayvXLlyoVmzZiolQQxVrkOZt7c3Ll26hG+//RZHjx4FALx9+xZ79uzRuI2HhwcKFy6c4mM6ODjg0KFDaN26taIRaFBQkMrMBUAk4FeuXIkmTZoolim/h8i86tWrBy8vLwQGBmLfvn2IiIhQzLDQJCgoSGfNaXXP6+rxkBxyuRz37t3TOOsHECVJVq1ahTJlyhjsuAlev36t8//g7t27arczhITzGwcHB7XNfImIyDiYkCYiItLgu+++w3fffYdbt27hxIkTCAgIwL179xAYGIiwsDBIkgQnJyfkzJkTZcqUQd26ddGuXTvFCCNdfvrpJ3Tv3h3Lli3DwYMH8fTpU3z8+BEuLi4oUKAAGjVqhL59+yZpjGhsdnZ2WL9+PXr06IGlS5fi3LlzeP/+Pdzc3FC0aFF06dIFPXv2TBPlBEytQ4cOaNmyJTZt2oSDBw/i4sWLePfuHSIiIuDo6IjcuXOjePHiqFmzJpo2baooz6COciJbn5F0qeXo6IisWbMia9asKFCgACpWrAgfHx/Ur18/WSUAMmfOjAMHDmDDhg1YvXo1rl69ivDwcLi7u6NAgQJo27YtevXqBVdXV61NwAAx8rZt27Y4fPgwzp49i5s3b+LZs2cIDw+HlZUVXFxcULx4cdStWxc9evSAl5dXKv8XUqZs2bK4dOkSDh06hJ07d+LMmTMIDg5WlE/Inj07ihQpgipVqqBRo0aoWrWqorSJOnXr1sXdu3cxf/587NixA0+ePIFcLkeePHlQr149fP/99yhVqpTWi1+mNnLkSCxcuBCRkZEICwvDn3/+iQkTJiier1q1Km7fvo25c+diz549ePLkCQAx6rhixYro1q0b/Pz8UhVD27ZtFQnp3Llzaywtk1peXl44cuQIzp07h61bt+LkyZN4/vw5QkNDYWNjAzc3NxQuXBiVKlVCw4YNUadOnVTX1M2WLRv8/f2xYcMGrF27VjHTwsPDA2XKlEGvXr3Qtm1byGQylWRkQn17Mj9ra2sMHjwYI0eOxOfPn7Fp0yb07dvX3GGpVbNmTVy6dAlnz57F2bNn8eDBA7x//x4hISGIjY1F1qxZ4eXlhSpVqqB169ZGbahsTqdPn1Yk4rt3745s2bKZOSIiooxDJhlinhkRERER6S00NBTu7u6Qy+XInz8/7t+/r3EkNREJvXr1wurVqwGI5qa//vqrmSMyvaioKDg7OyMuLg6ZM2dGeHi40evok/7Cw8ORP39+fPjwAeXKlcPVq1fNHVKGc+zYMUVjwvr16+Pw4cMa1+3SpQs2btwIa2tr3LlzR+tFZCIiMiwWHSMiIiIyMX9/f0WjtJ9++onJaCIdwsPDFVPrZTIZ+vTpY+aIzGP79u2KOtoVKlRgMjqNcXZ2xv/+9z8AolleQmkjMh3l/hvaSto8ffoUW7ZsAQD06NGDyWgiIhNjQpqIiIjIxI4fPw4AKFCgAHr06GHmaIjSvmXLliEyMhIA0LBhQxQoUMDMEZnex48fVcqkmKLUDyXfkCFDFKW2fv75ZzNHk/E8ePBAcT9//vwa15s6dSri4+OROXNmTJkyxRShERGREiakiYiIiEwsISE9YcKEVNeeJUrvnj17hqlTpyoeDx8+3IzRGMcPP/yAVatWISIiQu3z58+fR82aNRVNdj09PdGtWzdThkh6cnBwwOzZswEAZ86cUWnEScYVGRmJtWvXKh5XrVpV7Xp3797FqlWrAADjxo1D3rx5TREeEREpYQ1pIiIiIiJKU0aOHAkACA4Oxp49exSJWl9fXxw7dsycoRlFnTp1cOLECdjb26N8+fIoVKgQMmfOjLCwMFy9ehX3799XrGtjY4M9e/YYrakjkaUZNGgQwsLCcPz4cbx8+RIA4OHhgadPn8LBwcHM0RERkTpMSBMRERERUZoik8mSLMuRIwcCAgK0TsO3VAkJaV1y5MiB1atXMxlNpCTx54WdnR22b9+OZs2amSkiIiLShQlpIiIiIiJKUxISTNbW1siZMycaNmyIyZMnK2rzpjevX7/Gjh074O/vjwcPHuDdu3cICQmBlZUV3NzcULZsWTRu3Bi9e/dG5syZzR0uUZoik8lgZ2eHnDlzonbt2hg5ciTKlClj7rCIiEgLJqSJiIiIiIiIiIiIyCTY1JCIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCSakiYiIiIiIiIiIiMgkmJAmIiIiIiIiIiIiIpNgQpqIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCRtzB0AZS3R0NG7evAkAyJ49O2xs+BIkIiIiIiIiIiLSV1xcHN69ewcAKF26NOzt7c0cUfIwG0gmdfPmTfj4+Jg7DCIiIiIiIiIiIot34cIFeHt7mzuMZGHJDiIiIiIiIiIiIiIyCY6QJpPKnj274v6FCxfg6elpxmiIiIiIiIiIiIgsy6tXrxQVCJRzbZaCCWkyKeWa0Z6ensiTJ48ZoyEiIiIiIiIiIrJcltifjSU7iIiIiIiIiIiIiMgkmJAmIiIiIiIiIiIiIpNgQpqIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCSakiYiIiIiIiIiIiMgkmJAmIiIiIiIiIiIiIpNgQpqIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCSakiYiIiIiIiIiIiMgkmJAmIiIiIiIiIiIiIpNgQpqIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCSakiYiIiIiIiIiIiMgkmJAmIiIiIiIiIiIiIpNgQpqIiIiIiIiIiIiITIIJaSIiIiIiIiIiIiIyCSakAQQFBWHkyJEoXrw4HB0dkS1bNvj4+GDWrFmIjIw02HE2bdqERo0awdPTE/b29siXLx+6d++OgIAAvfcREhKCSZMmoWzZssiaNSucnZ1RtmxZTJo0CSEhIVq39ff3h0wm0+s2efLkVP60RERERERERERERKpszB2Aue3btw9du3ZFWFiYYllkZCQuXryIixcvYtmyZdi/fz8KFCiQ4mNER0ejffv22Lt3r8rywMBABAYGYsOGDZg8eTImTJigdT8XL15Ey5Yt8erVK5XlN27cwI0bN7Bs2TLs2rULlSpVSnGsRERERERERERERMaSoRPS169fR4cOHRAZGYksWbJg7Nix8PX1RVRUFDZt2oSlS5fi/v37aNasGS5evIgsWbKk6DjffvutIhnt6+uLIUOGIFeuXLh58yamTZuGx48fY+LEifD09ETfvn3V7uPly5fw8/PDmzdvYGNjg+HDh6N58+YAgL1792LOnDkIDg5G8+bNcfnyZeTOnVtrTCtWrIC3t7fG53PkyJGin5WIiIiIiIiIiIhIkwydkB46dCgiIyNhY2ODQ4cOoWrVqorn6tati8KFC2PUqFG4d+8e5syZg4kTJyb7GCdOnMCGDRsAAH5+ftixYwesra0BAN7e3mjRogUqVqyIoKAgjBo1Cu3atYOLi0uS/YwfPx5v3rwBAGzYsAHt27dXPFezZk1UqlQJHTp0wJs3bzBhwgSsWLFCa1z58+dHqVKlkv3zEBEREREREREREaVUhq0hffHiRfj7+wMQI5iVk9EJRowYgeLFiwMA5s6di9jY2GQfZ+bMmQAAa2tr/PXXX4pkdAJ3d3fMmDEDABAaGorly5cn2cebN2+wbt06AECjRo1UktEJ2rdvj0aNGgEA1qxZo0heExEREREREREREaUVGTYhvXPnTsX93r17q13HysoKPXr0ACCSxQkJbH1FRETg6NGjAIAGDRogT548atdr06YNnJ2dAQDbt29P8vzu3bsRHx+vNVYA6NWrFwAgPj4eu3fvTlasRERERERERERERMaWYRPSp06dAgA4OjqiYsWKGterXbu24v7p06eTdYwLFy7gy5cvSfaTmJ2dHapUqaLYJvFI7IRYde0nNbESERERERERERERGVuGTUjfvXsXAFCoUCHY2GgupV2sWLEk2yT3GIn3o+04cXFxePjwodr9ZM2aFTlz5tS4D09PT8VIa12xjhs3Dnny5IGdnR1cXV1Rvnx5DBs2DA8ePNC6HREREREREREREVFKZcimhtHR0Xj//j0AaCyjkcDV1RWOjo74/Pkznj9/nqzjKK+v6zh58+ZV2a5EiRJJ9qNrHwn7uX37ts5Yz507p7j/8eNHXLt2DdeuXcOff/6JCRMmYNKkSZDJZDqPl9iLFy+0Pv/q1atk75OIiIiIiIiIiIjShwyZkP706ZPifpYsWXSun5CQjoiIMNpxHB0dFfcTHydhP/rGqm4fCTw9PdGmTRvUqFEDBQoUgI2NDYKCgrBnzx6sXbsWsbGxmDJlCmJiYjBt2jSdx0tMObFOREREREREREREpCxDJqSjo6MV9+3s7HSunylTJgBAVFSU0Y6TcAx1x0nYT2pj9fb2RmBgIGxtbVWWV6hQAa1atUL//v3RsGFDhIWFYfr06ejQoQPKlSun85gpFR4OyOWAVYYtHENERESUNkgSEB0tzs0Sy5wZSMHEOSIiIiIygvh44ONHc0eROhkyIW1vb6+4HxMTo3P9hMaEDg4ORjtOwjHUHcfe3h6RkZGpjlV5FLY6Pj4+WLhwIbp16wZJkrBw4UIsXbpU5zGV6SoV8urVK/j4+AAASpYUy5ycgKxZAWdnccudWzxXqpT4t3BhIFEOnYiIiIiS6d074No14Plz9TdNkwEjIwF1p8Hh4cCOHYCXF1C+vDifIyIiIqKUkyTNAwF69AC2bwc+fzZtTMaQIRPSTk5Oivv6lOH4/N9vWp+SGSk9zmelV1Pi4zg5OSEyMtKosSbo2LEjBg4ciLCwMJw4cSLZ2+tT5zqxT5/ETdk//3y9b2sLFCkiEtSVKgHNmwM6ekQSERER0X/mzAEWLQIePTLsfu/fB3r1EvdlMnGuVrUqUK2a+LdwYY6sJiIiItIkPh64eBE4fBi4ehW4dQvo0AH49Vf168fFpY9kNJBBE9L29vZwd3fH+/fvdTbhCw0NVSR5k1sfWTk5++LFC1SqVEnjusojixMfJ0+ePHjz5o3OWJX3k9JazjY2NihSpAguXryIly9fpmgfhhYbC9y+LW6bNwOBgcD8+eaOioiIiMgyfP5s+GQ0IEZVJ5Ak4OZNcVuyRCxzdxeJaT8/oHVr8ZiIiIgoI3v1Cjh4EPj3X+DQISA0VPX5Gzc0b5ueZqNl2Oq9xYsXBwA8evQIcXFxGte7d+9ekm30VaJECbX70XYcGxsbFCpUSO1+wsLC8Pr1a437ePXqFcLDw1MUqzJJklK8rSk0bqz5uWSW+SYiIiKyaC9fAvPmAcOGaV6nWjXjHFtHpTa8fw/s2QP06wfkzAk0agQsXw6EhBgnHiIiIqK06OFDYPx4oFw5IFcuoHdvMeAycTIaEIMxNXF2NlqIJpchR0gDQI0aNXDq1Cl8/vwZly9fRuXKldWup1y2onr16sk6hre3N+zs7BATE4MTJ05gzJgxateLiYlBQECAyjaJY127dq0ino4dOxo81gRxcXF48OABACBXrlwp2oe+AgJEk5zwcCAsTPwbGgo8ePB1RHRwsOo2dnZAnTrq9xcbCxQqBFSsCPTtCzRtCthk2Fc4ERERpVfv3wMbNwJbtgCnT4tlVlbAmDGAh0fS9X18xPNyuTj3KlwYyJs36S1XLvV9O5R6b6twdBT9Ph4+BHS1OomPF6OADh0CBgwA6tcH1q0D3NyS97MTERERWYKoKFGOdtkyIDkVcZ88EbPb1LWB698faNVKJKYjI8U5nqXKsOm6Vq1a4bfffgMArFy5Um1CWi6XY82aNQAAFxcX+Pr6JusYTk5OqFevHg4cOIAjR47gxYsXamssb9++XTGyuXXr1kmeb9GiBb7//nvI5XKsXLlSY0J61apVAAArKyu0aNEiWbEm2LRpkyKW2rVrp2gf+sqdG9BVcjo09Gty+soV4MsX9W9KANi7VySwg4PFaBxPT1HX8NtvgYIFDR4+ERERkUndvQvMnQusWQNER6s+J5eLJjfff590OycnYO1aoHhxoHRpw12w79tX3KKjRd3Ds2e/3rRM6kNcnKiR6OpqmDiIiIiI0pK//wZGjxaDL/VRooS4WF+unOjJoWkwQIEC4gYAelT1TdMybMkOHx8f1KxZEwCwfPlynDt3Lsk6s2fPxt27dwEAQ4YMgW2iISOrVq2CTCaDTCbD5MmT1R5n5MiRAMTI44EDByI+Pl7l+ffv32P06NEARNK7b9++SfaRM2dOdO3aFQBw8OBBbNu2Lck6W7duxcGDBwEA3bt3R86cOVWeDw0Nhb+/v9oYE1y4cAGDBw8GAMhkMgwYMEDr+qbg6grUqCGuAv39N/Bfzl2tZctUH796Bfz2mxg13agRcOqUUUMlIiIiMjhJAo4eBZo1E19WlixJmoxOsGWL5v106QKUL2+c2WP29qJW9IgRYiRQcDDw9KkYAd2+PeDgkHSb9u3FqG0iIiKi9CZHDu3JaGdnoG1bYOlSIChIDMKcN0+U8vD2zhiz/TPAj6jZvHnzUL16dURFRaFhw4YYN24cfH19ERUVhU2bNmHJfx1ZihQpghEjRqToGHXr1kWnTp2wadMm7N69Gw0aNMDQoUORK1cu3Lx5E1OnTkVQUBAAYPr06XDVMFRk6tSp+Pfff/Hu3Tt07twZly5dQvPmzQEAe/fuxezZswEA2bNnx69q2nGGhYXB19cXZcqUQatWrVCxYkV4enrC2toaQUFB2LNnD9auXYvY2FgAIpGurQljWhMe/nXKqjoJU0Tr1QMmTQL+uxZBRERElCbFxIiyHHPmaG9uA4gGN61aARom0ZmcTAbkyyduXbuKaaf79omE+b59IqHeoYPm7efNA/LnB5o3Z9KaiIiILE/z5qKM2ps3X5e5uQE9egBt2gCVK6svk5aRyKS03sHOyPbs2YNu3bopylQkVqRIEezbty9Jo0FAjJDu3bs3AGDSpEkaR0lHRUWhXbt22L9/v9rnraysMGHCBI3bJzh//jxatWqlsbFhzpw5sXPnTrXlR549e4b8+fNr3T8AWFtbY8KECZg4cSJkMpnO9ZPrxYsXyJs3LwDg+fPnakuYpNSnT6Io/LJlwPnz2tdlYpqIiIjSIkkCtm4Fxo4VNQQ1sbUF2rUTI58bNNA8tTOtiYgQXeXbthWJ68TevQO++UYkrcuXB2bNAurWNX2cRERERJpIErB7t5i9Vriw+nXGjAFmzBDnad99B7RoYdjzNWPm10whw4858PPzw40bNzBs2DAUKVIEmTNnhouLCypVqoQZM2bg6tWrapPRyeHg4IB9+/Zh/fr1aNCgAXLkyAE7OzvkzZsXXbp0wenTp3UmowGgcuXKuHnzJn766SeUKlUKWbJkQZYsWVC6dGn89NNPuHXrlsbmjLly5cLWrVsxfPhw1KhRA/nz54eTkxNsbW3h7u6O6tWrY/z48Xj06BEmTZpklGS0sTk5iTqGAQFiJNGQIZprEx49CtSqJRLTZ86YNk4iIiIiTfr3FyOdNSWjXV2BceOAZ8+ADRvECBxLSUYDQJYsIpGu6VRz8eKvJUmuXhXnas2bA3fumC5GIiIiInUSEtEVK4rZaVOmaF536FBxPnfokChVZknna6aQ4UdIk2mZ+gpOVBSwfLmoJR0crHm95cuBPn2MGgoRERGRTsePqx8RXLgwMGyYmOqpqcGzpYuOBry8gLdvkz5nZSUGHkyZAiRqlUJERERkdA8eAIMGAYcPf11mZSXqPxcrZvp4OEKaKA1zcBAfGI8fA/PnA7lyJV3HzQ1o2dL0sREREREl5usrRgQnqFIF2LULuHcP+P779JuMBgBra+D339V/qZPLRUPHQoWAn38GIiNNHx8RERFlPJGRwE8/AaVLqyajAXF+oqaNG+mBCWnKEOztNSemp08XSWkiIiIiU0koS6HOzJkiKbttG3D2rKg5mBGa+9naihHgN2+K0h05ciRd5/Nn0QekTBngxAnTx0hEREQZR0Kd6KlTRcPpxIoWVR1IQPrLAKe2RF8pJ6bnzgUaN9ZeqiM+3mShERERUQbw5o2oodypk6hDqE7x4mL6p6bGf+mdjY2opf3oETBhgpjxltjjx0CdOsDAgaKxNREREZGhPH0K+PmJ2fSBgUmfz50bWLtWnK916mT6+NIDJqQpQ7K3F00P9+/XPOLozRtxtWvnTpOGRkREROmQJAHr1olRNv/8I8pwbN6sef2MMCJaFycnUZ7j4UMxgEBdcv6vv9RPoSUiIiJKLkkS5xYlSwJ79yZ93sYGGDkSuHsX6NZNlBujlOGpLmVo2kYd/e9/YvRN69ZAv35iiigRERFRcr18KcpudO8OfPjwdfngwcC7d+aLy1Lkzi0aUF+7BlSrlvT5wEAxUjo21uShERERUTrx5o0YFT1wIBAVlfT5WrXEucjvv4uL5pQ6NuYOgCgtOnFCTL9IsHQp4O8PrF8PeHubLSwiIiKyMOvWiXJhYWHqn79/H8ie3bQxIS4OCA4Gnj8HgoK+3l69Et151LGxEZnhb75RvXl4mGw4d5kywMmToh/IuHGqXxaXLRM1qImIiIiS68ULoGJF4O3bpM95eACzZgFdu2bMUmrGwoQ0kRrqpmY8fChG5UyZAowezakZREREpFlUFPDjjyJRqk7HjiKxavRkdFwccOMGcPo0cOYMcP68SEQrJ55dXIC8eUXXZxsNXw8+fwbu3BGJa+VpY7a2QP78QJUqQPXqQI0aoiOjkZLU1tbA0KFiBFPfvmLAwMCBYtQSERERUUrkzi1OY3bsUF3+/ffAtGniVIkMSyZJmtqpEBneixcvkDdvXgDA8+fPkSdPHjNHpJ4kAStXii+S6kp11KwpRlB7eZk+NiIiIkrbHj4E2rcHrl9P+pyHB7BokSgJZhSxscCpU2Io8ZkzwLlz4mTGzg6oVAmoWhUoXPjrCOe8eQFnZ/33L0nAx4+qI6vv3QPOnhXzWOVywNVVfKurXl10HvTxMUqCWi4HVq8W/9dZshh890RERJSBhISI2VjBwUCOHCIn1LSpuaPSzFLya5owIU0mZWlvmEePRKH68+eTPufiAmzcCDRubPKwiIiIKI3atk004Pv0Kelz3bsDc+cC2bIZ+KByuUg+b9wIbN0KvH8vDpKQFK5RQ8xDtbc38IET+fRJnDSdOSNGZAcEABERIvHdqZO4lStnsvmukgSMGCGS/zVrmuSQREREZMGOHBEz2JYuFUnptMzS8muJMSFNJmWJb5jYWOCXX4CpU5OWVbSyAqZPF11WWUuIiIgo44qJEQ2R//wz6XOOjsCSJUCXLgY8oCQBV66IJPTmzaL4YZ48XxO/5cubrLazRnFxIjm9aZNIlIeEAEWLAp07ixiLFjXq4ZcsAfr3F2U+pk0T52vm/i8hIiIi84mNFc0LLSAVpZMl5teUMSFNJmXJb5gzZ8Ro6WfPkj7XubOoEZk5s8nDIiIiIjMLChJlIy5cSPpcyZJi1HSxYgY6WFQUsGaNGGp9754oQt2+vTgZqVYt7WZcY2PFsKONG4GdO8Voah8fMYS5TRvNtatT6OpVUZ3ky5evy5o3F/91rq4GPRQRERFZgHfvxCnTy5finM3SzwcsOb8GAGn0jJUo7aleXZRGbNcu6XMbN4rZsIGBJg+LiIiIzEwuV3/BukcPUcHCIMnoDx/EdK18+USHnZIlgX//FYUOFy4UJyJpNRkNiOaHTZqIjPCbNyJL7+QkujsWLSp+hshIgx1u0SLVZDQgmlZXqQI8fmywwxAREZEFuHZNtNI4cUKUZu3SBYiPN3dUGVsaPmslSnuyZgW2bBHfBxOX6Lh6FRg71jxxERERkfnkywfs3v21RLO9PbB8ObBqlSjXkSqBgcDQoaIO8y+/iNHE9++LhG6jRgYfWWwSDg5A27ZixPSlS4C3t+gk/c03wOTJogZ2Ki1aBEyZkvR87cEDoHJlMfONiIiI0r9Nm8QksqCgr8v+/ReYONF8MRET0kTJJpMB48YBe/aoNqUvWBBYsMB8cREREZH5VK4MrF0LFCkievn16ZPK/hJBQWKIdcGCYlTx8OFi2aJFQOHCBovb7CpWFN8UHz4UZUdmzhSJ6aFDRc3pFLK2Fl80Dx9O2pQoJASoW1fMcCMiIqL0SS4HxowRpxdRUarP5ckjmh6T+TAhTZRCzZqJabhFi4rRTzt3iob2RERElDG1awfcugWULZuKnUREABMmiBOMw4eBOXNEIvrnn9N+u/fUKFBAtLUPCgJGjwZWrBCJ9z//FPWnU6hePeDy5aS/k5gYMV33l19Ef0giIiJKP758Abp2BWbMSPpc9erAxYuihAeZDxPSRKlQrJhISh84AJQqZe5oiIiIyJg+fgT++EN7AtPWNoU7l8uB1avFEOvffxcjoh88EKUssmRJ4U4tkLs7MGmSGDHdrp0YKV26NLB/f4ozx3nyAKdOAU2bJn1u4kSgV6+k9aaJiIjIMoWHiwGEmzYlfa5fP+DYMSBnTtPHRaqYkCZKpaxZgZo1NT//5Qvw+bPp4iEiIiLDe/ZM1B8cPhz47TcD7/z0acDHR2RGa9UC7t0TDSucnAx8IAvi4QEsWSKadOTKJb5ZNmkC3L6dot05OQG7dgGDBiV9bs0aoGFD0TeSiIiILNebN0CdOsDRo6rLbWxE1bO//wbs7MwSGiXChDSREcXHA927i+miBujPQ0RERGZw966Y3nn3rng8fjywebMBdvzunShsWLOmKDh96pQYzpMvnwF2nk6ULSu+Ve7cCTx6JB4PHQpERiZ7VzY2oirIvHlJ63ufPCm+wL55Y4igiYiIyNQePxbna1evqi53dAT27QMGDDBPXKQeE9JERiJJ4vvS1q2irEeNGkBgoLmjIiIiouS4dk0MWg4OVl0+Zkwqyzzs3CnqfR0+DKxa9fVkgZKSyYCWLcXo6N9+E8ObypUDzp5N0e5+/FGMlnZ0VF1++zZw4ULqwyUiIiLTunJFzGR7/Fh1efbsgL+/mAlFaQsT0kRGMmcOsGDB18f374sPyJs3zRcTERER6e/cOcDXN+ksp5IlxZebTJlSsNPQUDF9qnVroEoV0QWxZ0/AiqflOmXKBPzvf+IqgZubGFk+ahQQHZ3sXfn5iQHpuXJ9XbZ8uVhOREREliMgAKhdG3j7VnV5/vzAmTNsXphW8cyXyEiaNgXy5lVdFhwsRlldumSemIiIiEg/x44BDRqIRobKKlcWiUwvrxTs9N9/xajoPXtEA8OdO9lVJyWKFhV1t6dNE/U3KlYELl9O9m7KlxdfVAsWFIMIevUyfKhERERkXEWLJj0vS5hIVbiwWUIiPTAhTWQkxYuLD8CSJVWXf/wovuAyKU1ERJQ27dsnLiwnbkpcp46osOHqmswdhocD330nmvKVKiVGRffokbSQMenP2hoYPVokojNlElcKJk0CYmKStZt8+YDr14GBA40TJhERERmXq6u45p8wINDXFzhxgtf80zompImMKE8eMYoqcUnIjx+B+vWBixfNEhYRERFpsGUL0KpV0vrQTZsC+/cDTk7J3OH162Io7saNovbxv/+KEwQyjFKlRP3tCRPEiOkaNYCgoGTtInEt6cTCw1MRHxERERldnjzAwYPi+v+BA4Czs7kjIl2YkCYyMldX4NAhMSpaWViYWMbmOURERGnD2rVA585AXJzq8nbtgB07AAeHZO5wzRpRJ9rZWSSm+/XjqGhjsLUVo6PPngXevBElPI4cMciuDx8Wo6iPHTPI7oiIiMhIihcHlixJYY8PMjkmpIlMwMFBdHNP3NmVSWkiIqK0YfNmUUNYLldd3rOnGNxsZ5eMncXEiBoQPXsCHTuKRGnBgoYMl9Tx9hYlPCpUABo1AqZPByQpxbs7fVqMlg8NFc0Oz5wxXKhERESUfJcvJz1XI8vEhDSRiTg4iN5FjRqpLg8PF0np8+fNEhYREVGGt2sX0LVr0i84AwcCK1YANjbJ2NmLF6LV+7JlwOLFwMqVKRhaTSnm7i5qq4wbB4wdC7RpI0YAJNO9e0CzZkBkpHgcGSlKgLPcGhERkXns2CEmnvXvz6R0esCENJEJaUtKN2wIBASYJSwiIqIM7dUrID5eddmIEcD8+YBVcs6Wjx8Xo3NfvBBNJPr3Z4kOc7C2Bn75Bdi9W/xOvL1FI8lkKFgw6cy2T5/EOdz16waMlYiIiHT65x+gQwdRVm3ZMmDAACalLR0T0kQmZm8vktKNG6suDw8X00E/fTJLWERERBnWgAFiJHRC7njwYOD335ORS5Yk4I8/RMfi0qWBK1cAHx+jxUt68vMDLl0SJ1+VKwPbtum9qa0tsGGD2IWy0FAxs+3uXQPHSkRERGrt3w906qTa42PpUmDTJvPFRKnHhDSRGdjbi+kmTZp8XebgIJopOTmZLy4iIqKMqndvYP16kZyeOzcZyej4eGDIEGD4cDGs+uBBIHt2Y4ZKyVGoEHDuHNCiBdC+vbhwoCdbW2DLlqQjpd+9A+rVAx49MnCsREREpOL0aaBt26QNp/v3F0lqslxMSBOZib09sH070LQp4OIimsEnHjVNREREptO5M7BoUTLKdERFiSTnwoWiXvTMmcksOE0m4egorjaMGSMuHAwdmrRGiwYJgwhq11Zd/uqVSEoHBho+XCIiIhIlspo3B6KjVZd//z3w11/JLKtGaQ5/fURmZG8vaiEFBADVqpk7GiIiovRPkgy0o/fvRUby4EHRFbF/fwPtmIzCygr47Tdx8WD+fKBjR3FBQQ+ZMwN79ohGSsqCgsRLIDjYCPESERFlYI8eib4NifsS9+wJLFjAZHR6wF8hkZnZ2wNFi5o7CiIiovQvMBCoWBG4fDmVO3r8WFxJfvQI8PcXw3fIMvzwgxjyvH+/qPkdEqLXZk5OwIEDomelssePRQm2xF+YiYiIKGWCg0W/hjdvVJe3aCEaGjIZnT7w10iUxp0+DXz5Yu4oiIiILNuHDyJxePWqKL/w778p3NHFi0DVquL+uXOAt7fBYiQTadECOH4cePBAXFh4+lSvzVxcgEOHgFKlVJffuAG0aQPExBg+VCIioozkwwcxMvrZM9XltWqJJoasjJZ+MCFNlIatWQPUqQN066Z3qUMiIiJKJCpK5CDv3hWPP38G/PyAffuSuaP9+8Uf5oIFgbNnxb9kmSpXFhcU4uNFLY4rV/TazM1N9P0oXFh1+bFjQK9egFxu+FCJiIgygs+fxaSzW7dUl5cvD+zeDTg4mCcuMg4mpInSqLlzRX2k+Hhg2zYxw9RgdS+JiIgyiPh4cWH3zBnV5UWKJLN/w44dQMuWoszD0aOAu7tB4yQzKFRIJKW9vIC6dYHz5/XazMNDjLDPkUN1eXQ0EBtrhDiJiIjSudhYoG1b8WdZWeHC4m9u1qzmiYuMhwlpojQoOBiYMEF12ZIlwMyZ5omHiIjIEkkSMGQIsH276vJcuUQ9YFdXPXe0ZQvQvr2oy7Btm+hyR+lD9uxiyHOpUqJgZeIrFxoUKCAGzDs6iscDBwJbtwKZMhkxViIionRq4EDRJ1pZ7tzA4cNJLwBT+sCENFEalCsXsGsXYGenunzMGPGdmIiIiHSbORNYuFB1mbOzSEZ/842eO1m/HujcGejUSdy3tTV4nGRmzs5i+FWFCqJw5YkTem1WsaK4PjF9OjB/PmBtbeQ4iYiI0ql69VQv6mbLJvo2eHmZLyYyLiakidKounWBjRsBmUx1eY8eSaexEBERkaq1a8WFXGW2tsDOnUCZMnruZPVqoHt38cd39Wp20knPsmQRQ56rVhXdL48e1Wuzxo2B0aOTnq8RERGR/jp2FH963dxErej9+4ESJcwdFRkTE9JEaVibNsDvv6su+/JFNGZ68sQ8MREREaV1R48CffokXb5mDeDrq+dOli4FevcG+vYFli/n8NeMIHNm0TWpdm3RVenff80dERERUYZRvToQEAD884/oPUzpGxPSRGnc8OHAgAGqy96/B5o2BT58ME9MREREadX9+0C7dkBcnOry2bNF1Q29/PUX0K+f6Ci8eDFgxVPmDMPBQQyjb9BANLHcuzfFu/rwQVzTeP/ecOERERGlZ4UKiYlKlP7x7JoojZPJRF3Cxo1Vl9+/L0ZQx8SYJy4iIqK05sMHwM8P+PhRdfnw4eKmlwULRGedoUPFH2AmozOeTJlEcehmzcTJ1p49yd7FvXtidNeqVUDbtjxfIyIiSiBJ5o6A0gKeYRNZABsbYPPmpDUvT5wAvvuOH+hERESxsUCHDsDDh6rL27ZNWv5Ko9WrgcGDRfZ6zhwWBs7I7OzEyZefH9C+PXD8uN6bnjkDVKkCPHokHp88KQbb83yNiIgyupgYcb33n3/MHQmZGxPSRBbC2VnMGvX0VF2+Zg3w66/miYmIiCitWLgwaR+6ChVEjlmvQc47dojC0337ArNmMRlNogvmhg2ipnSLFsCFC3ptVqCA6JGobPlyYO5cw4dIRERkKSRJDKg7cEBc6/39d16szciYkCayIHnziqR05syqyydOFN+jiYiIMqoffgC+/fbrY09PYNcuwNFRj42PHBEFptu1EzWjmYymBJkyAdu3i2lqTZoAt27p3MTTU/RGdHBQXT5ypPgSTkRElBHNmSMG1AEiET1qFDBhgnljIvNhQprIwlSoAGzalPS78unT5omHiIgoLbCzA5YuFV92HB1FX7o8efTYMCAAaNUKqFsXWLsWsLY2cqRkcRwdgX37xMiAhg2BJ090blKhgng5KZPLgY4dgdu3jRQnERFRGnXokEhAK3N0FKXVKGNiQprIAvn5AbNni/u2tmIwV8JjIiKijEomA4YNE/lCHx89NrhxQ4x6LV9eFDO0szN6jGShXFyAgwdFLY769YHgYJ2btG0L/Pyz6rJPn8R53Pv3xgmTiIgorXn8WExEk8u/LpPJRFWs8uXNFxeZFxPSRBZq6FDRc+nYMaB/f3NHQ0RElHbkyKHHSo8eidGu+fOrr4dFlJiHB3D4sOig2bAhEBKic5OffhJfwpU9fSqS1TExRoqTiIgojfj0CWjZEggNVV3+88+iPQNlXExIE1komUyMiq5Rw9yREBERmVZ8PBAdnYodvHwpRrm6uAD//gtkzWqo0Ci98/ISSem3b8Xo+k+ftK4ukwErVgDe3qrLT54UAwuIiIjSK7kc6Nkzaamqtm2B8ePNExOlHUxIExEREZFFmTIFqFkTCAxMwcbh4SKRKJeLxKJew6mJlBQrJsp33L8PdOgAxMVpXd3BQTTYzJ1bdfnChV+bOxEREaU3v/4K7Nihuqx0aWDVKvaPJiakidKtR4+A69fNHQUREZFh7dkD/PILcOkSULEicORIMjaOjQXatweCgoADB0STOqKUSKg7fuQIMHAgIElaV/f0BHbvBuztVZf37w9cvWrEOImIiMxg1y5g0iTVZdmyiabTWbKYJSRKY5iQJkqHDh0SU0P9/MSMUiIiovTg4UOgW7evj0NCgObN9eovJxKGP/wgmi9s3w6ULGm0OCmDqF8fWLJE3H7/XefqFSqIVZVFR4upyx8+GClGIiIiE7tzR/V8DQCsrIDNm4ECBcwTE6U9TEgTpSOSBMyaJWYif/wIPH8uBoLpmElKRESU5n3+DLRpIypuKJs+HciVS48dTJ8OLFsmbnXrGiVGyoB69wYmTABGjwa2bNG5evfuYkC1MmdnICLCSPERERGZUFgY0KpV0r9rs2aJ67hECZiQJkpH4uPFVGa5/OuykydFh3ciIiJLJUlA377ArVuqyzt1AoYM0WMHGzcC48aJuaM9exolRsrApkwRQ8F69ADOnNG5+pw5QLVq4n737sDZs8A33xg5RiIiIiOTJODbb8WMNmXdugFDh5olJErDmJAmSkdsbICtW5OWxJwxQ9QtJCIiskTz5gGbNqkuK1VKDHbW2RTn1CmgVy+R+UtczJDIEGQy8WKsUgVo2TLpN/FE7OzE+drffwOrVwOZM5soTiIiIiOSJKBECdVlFSuKclVsYkiJySRJRwcOIgN68eIF8v6XLX3+/Dny5Mlj5ojSp/PngZo1Re+mBC4uwOXLrNlERESW5eRJUWEjPv7rMmdn0dSwcGEdGz94AFStCpQtC/z7r8gEEhlLaKgY+hwXB5w7B7i7mzsiIiIikztw4GsN6StXAC8v88aTXll6fo0jpInSocqVxXRQZR8/inrS0dFmCYmIiCjZgoOBDh1Uk9EAsG6dHsnod++Apk0BDw/gn3+YjCbjc3UF9u8Xhc5btuRJFxERZUhNmgBXrwI7djAZTZoxIU2UTg0cCHTsqLrsyhXWbiIiIssQFydqRL95o7p8wgTAz0/HxrGxQLt2wKdPIkHo6mq0OIlU5M8vGnpcuQL06yfmLydTbCywebMRYiMiIjKRb74BatUydxSUljEhTZROyWTA0qVA0aKqy//+G1i71jwxERER6WvyZFH+WVnjxnqWgR46VJRM2L4dyJfP8MERaePjAyxfLk645s5N1qaBgaLsWqdOor40ERERUXrEhDRROubkJGYpJ26WM2AAcOuWeWIiIiLS5fBhYNo01WXffAOsXw9YW+vYeMkS4K+/gIULgerVjRYjkVZdugCjRgEjR4oXtB727gXKlRO9QADghx+AO3eMFyIREVFqHD8uSnMQpQQT0kTpXMmSwOLFqssiI7/OZCYiIkpLgoOBrl1VKx3Y2IgSBtmy6dj49Glg0CCRyfvuO6PGSaTTtGlAw4aihtrjxzpX//xZ9PxIEBkpaqhHRhovRCIiopQIChI9qqpWBZYtS1GFKsrgmJAmygC6dwf691dddv9+iksbEhERGY2NDVC2rOqy6dOBKlV0bPj8OdC2rfhmlMwyCURGYW0NbNgAuLuLJoc6RgJ07ChmsSm7fRv48UcjxkhERJRMsbHib1ZICPDlixgD0KuXuE+kLyakiTKIuXOBChVUl23aBOzcaY5oiIiI1MuRA/j3X+CXXwArK6B5c2D4cB0bRUUBrVsD9vbAtm2Ara1JYiXSydUV2LVLDCXr0QOQy7Wu/scfSS/ILF8OrFtnxBiJiIiSYeJEICBAdVl4OGBnZ554yDIxIU2UQSR8R3dxEY9lMmDcOPFFn4iIKC2xtgZ++knUJly1SvzN0kiSxNCcO3dE4i97dlOFSaSf4sVFAfRdu8SVFi3s7YEtW4AsWVSXDxgA3LtnxBiJiIj0cOQIMGOG6rICBYCVK3WcrxElwoQ0UQaSP78YZePpKfrrTJ3KQWRERJR21aoFuLnpWGn2bJHsW7lSdIQjSov8/EQyevJkYMcOrasWKSJ6cyr7/FnUk46KMl6IRERE2rx9K8qBKpf9tLUVfT4SBr4R6YsJaaIMpk0b4MEDoF49c0dCRESUSocPA6NHA2PHimKGRGnZuHGiA1SPHmJEvxadOyfty3nzJjBkiBHjIyIi0kAuB3r2BF6/Vl3+229ApUrmiYksGxPSRBlQ4mmgRERE5rJvn85eb+q9eAF06QI0aKCzDAJRmiCTiZH8Xl6iAWdEhNbV580DSpdWXbZ0qSjpQUREZEp//CF6fChr3BgYNsw88ZDlY0KaiIiIiMziwgWgVSugfHlxX2+xsaJ+gYOD6PZmbW2sEIkMy9ER+OcfcUHlu+9U5z0n4uAgks+OjqrL+/UTPRKJiIhM4dIlMRlNWc6cwOrVogE1UUrwpUNECjduAH37AvHx5o6EiIjSu0+fxADnuDjg8WOgevWkTXI0Gj1afDvasgVwdzdqnEQGV7QosGwZsGkTsGiR1lWLFUu6SlgY0K0bz9eIiMj4wsOBTp3EWIAEMhmwdi2QI4f54iLLx4Q0EUGSgIULAR8f0fTw11/NHREREaV3gweLRHSCuDg9G7b984+YNzp7NlClitHiIzKqjh3Fm2DoUJ3TA7p3FxdvlJ06Jd4CRERExiJJwA8/qJ6vAWJcQP365omJ0g+ZJGmZJ0ZkYC9evEDevHkBAM+fP0eePHnMHBEB4vvQggVfH1tZAcePA7VqmS8mIiJKvzZvFqNtlFWrBpw4AdjYaNnw4UOgYkWgSRMxulQmM2qcREYVEyNOtl69Aq5cAdzcNK4aFgaUKwc8eyYe16sHrFkD5MplkkiJiCgDWr0a6NVLdVmVKsDJk4CtrVlCIiWWnl/jCGkiQpcuquU35XIxFfTjR7OFRERE6VRgINC/v+oyZ2dRClprMjoyEmjXTmTgli1jMposn52dKDvz+TPQo4c4AdMga1Zg/XpRV/r334FDh5iMJiIi43nxAhg0SHWZszOwYQOT0WQYTEgTEapWBX7+WXXZ8+dJ/wARERGlRny8KD8QFqa6/K+/gPz5dWw8aJAYIb1tG+DkZLQYiUzqm2/E1ZgDB4Dp07WuWq2auKAzciSbSBERkXHlzg389htgb/912dKlepyvEemJpzJEBEDUgfL1VV22fr2YEU1ERGQIv/0mat8q69pV3LRasQJYuRL4+2+gVCmjxUdkFo0bAxMmiNuxY1pXzZ7dRDEREVGGJpOJsQBXrgDlywPffgt06GDuqCg9YQ1pMilLr3GT3j1/DpQpo1qqw8UFuHED+O/XRkRElCLnzgE1a4pR0gny5QOuXRPlCDS6fl0ULOzRQySkidKj+HiRmL5xQ7wpPD3NHREREREA0fIgLg7InNnckZAyS8+vaavUl2x9+vQx5O7UkslkWL58udGPQ5QR5c0LLFoEdO78ddnHj0DPnsCRI5weSkREKRMeLkZBKyejra1FHUKtyejPn0X3w6JFgXnzjB4nkdlYW4upaeXKiYsvBw8m68QrLAyYPx8YO1a1LwgREVFq2dmJG5EhGTQhvWrVKsiM2GBGkiQmpImMrFMnYM8ekSRIcPw48McfwIgR5ouLiIgs17BhwNOnqssmThQ9DLQaMgQICgIuX1YtYkiUHuXIAaxdCzRoIDoXjh6t12Znzohm1M+eicagY8YYN0wiIiKi1DJoyQ4rKyvIZDJ4enrC1sBtN2NjYxEcHAyZTIZ45eE1ZFEsfUpBRvHxoyjd8fz512V2dsDFi2I5ERGRvnbtAlq1Ul1WvTrg7y+SZxpt3iyuki5fDphgFh5RmjFunEhInz4NVK6sddWFC4EffwTkcvHY1ha4cEEMtCYiItLX4cPivCxxXylKuyw9v2aUhPTNmzdRokQJQ+0WAHDr1i2UKVOGCWkLZ+lvmIzE3x+oWxdQ/oQoVUokpTlIjYiI9PH2rfjb8e7d12VOTqJMbr58WjZ8+lRk1Jo0ATZuFJ11iDKK2FigVi3gzRvg6lWtdW3OnQNq1PiakAZ4vkZERMnz9i1QurQ4XxsxAvj1VyBTJnNHRbpYen7NYirCGrMUCJnJypXAqlXAtm3AgQPAqVPipPvVK9UsKJlFnTrAyJGqy27dEoN2iIiI9GFnBzRqpLps3jwdyejYWKBLFyBbNtHEkOeAlNHY2oraaSEhwIABWs+Lq1ZNWqLj1i1REoeIiEgXSQL69hVJaUkCZs0CfHzEnyBKA+RyMXX98mXgxAlg/35gyxZgxQpxs2AWM0L69u3bKF26NEdIWziVKzh2dsgTE6N+RUdHoEABoGDBr7dChcRoqezZTRdwBvfli5gpev266vIrV4Dy5c0TExERWZ5t20RerXp1YOdOHTnmceOAmTNFuYIqVUwVIlHak1C2ZsUKoHdvjavFxIjztWvXvi6TycRst1q1jB4lERFZsKVLgX79VJf5+YmSaxwTYEIvXogphI8fA48eiX8fPxazBr98Ub+JvT3yRkcDsMwR0gZNSAcGBgIAcufODRutRQGTLy4uDi9fvgQAeHl5GXTfZDpJphTkzAl8/gxERHy9vXjx9c2X8EZ89gxIuBBRuLD4Rlutmvi3WLFkdSGn5Ll9G6hYUXwGOjoCc+cC337LP05ERJQ8r16J2oRarysfPSoauk2bxs5sRIAYtrZxoxgZVayYxtVu3RLna8pjPfLlE99tnZyMHyYREVmeJ09Ej6jPn78uy5EDuHlT/EtGEhcnRv2dPSs6E589+7WBV6ZMQP78XwdlJgzQ9PQEsmQRN0dHwNERL169suiSHQZNSBPpkuIaN3FxIil98eLXN+3162L6gouLmK/YuDHQujXw3/7JcObNE9+F1q0Tn4lEREQG9+4dULYsUKIEcOgQLzYTASJLULGiKAgdEKC1MPSsWcD//qe67NtvgWXLjBwjERFZHLlcNDA8eVJ1+Z49QPPm5okpXbt3D9ixQ3SPPH8eiIwUte0qVRKDLatVE3/v8+TR+xzY0mtIMyFNJmXQN0xEhGgjfuaMqD/t7y/qTlaqBLRpI5LTWkaSkP7kcnEz8MQHIiIiQS4X80MvXBAXnHPlMndERGnHtWuiJseAAWKUgAbx8SK5cOqU6vJdu4AWLYwbIhERWZa5c4Fhw1SXffcdsGSJWcJJfyRJzG7asUPc7t4VI5vr1xfdiKtVAypUSFUHYiak9WBlZQUrKytMmzYNo0aNMvbhKA0z6hsmLEwUeN++XTRJ/PxZJKTbtAF69ACKFjXcsYiIiCiJR4+AzJlTkE9esAAYPBjYuxdo1swosRFZtPnzgR9/FOe6TZpoXO3pUzH9OiLi67IcOURJD7ZhISIiQAzWLV8e+K/8MACWeTKYS5eAtWtF05SgINGku0ULMWCyQQPAwcFgh7L0hLRJ5kLa2dlBkiTUrFnTFIejjCprVqBzZ2DrVjHtd/du0Qxp8WKRmK5XTzynqZEiERERpVhsLNCxI1C6tGj+rbe7d0WdgYEDmYwm0mTQIFGerk8f4P17javlzy9GvSl7+xbo318M1iIioowtLg7o2VM1GQ0Aq1YxGZ1iERGiPlalSoC3N/DPPyIJffQo8OYNsHKleGzAZHR6YJKEdK7/hslYW1ub4nBE4o3u5yfe+MHBwPr14ptyhw6ixvS4cWIICaXa8eNiQBsREWVs06YBV64AHz6IxHSXLkB4uI6NYmKAbt3EsJyZM00RJpFlksmAFSvEe0ZHdrlPH3EarGzHDmDDBiPHSEREad7MmaJCmrIhQ4Datc0Tj0W7eVMMqMiVC+jXTzQe3LsXCAwUM5vq1mXdUy1MkpCuVasWAODKlSumOByRqkyZxLfikyfFfMWOHYG//hKdSps2FbWnKdk+fxYzR+vWBXr1Al6/NndERERkLteuAb/+qrrs+nXRq0Wrn38W80PXrhW1PohIM09PUdxz+3Zg9WqNq8lkwNKlgLu76vLBg4FXr4wcIxERpVk3bgCTJ6suK1JEDCogPcnl4u9w9eqiRtaOHSKj//Sp6AjZrBnAwbh6MUlCevDgwbC2tsasWbMQrnOoDJERlSwJ/PmnGDW9fLk4K/f1FZcDjx7lXEY9hYQA5cqJi34JjzkVlIgoY4qJEVM/4+K+LrO2Btas0dGn5exZ4LffgEmTxBRHItKtbVvxhvvxR62z/Tw8RNU6ZZwtTESUccXEiNZasbFfl1lZieubHBOgh/h4UZOubFnxt9jODti2TYyG/uUXwMvL3BFaHJMkpCtWrIj58+cjMDAQtWvXxtmzZ01xWCLNMmcGevcWc4v37AEiI792Oz14kJlVHbJlEwlpZbt3iwFuRESUsUydKkbcKBs7FqhYUctGnz4B3bsDlSsDY8YYNT6idOfPP8XJWI8e4guyBm3biomBCTOIV60CXFxMFiUREaUhv/wiZq8pGz1atN0iLeLjRc2r0qXFH9VcuYDTp0Xt0rZtAVtbc0dosWSSZPzMW58+fQAAFy5cwJ07dyCTyZA3b16UKVMGrq6uWmtLy2QyLF++3Nghkomk2S6gkiQS0VOmAAEBohD9xIliuoVMZu7o0qR374BSpUSjnARZs4qqKGnl10pERMZ19Srg46M6Orp0adFgXGu5jm+/FaNMrl0TJbSIKHlOnRIz/KZN03pR58MHcSrr6mrC2IiIKM3ZvVuUOX7zRjwuXRq4eFFUOCU14uNFL7KpU4EHD0S51wkT0lQGP83m1/RkkoS0lZUVZEpJvYRDynQk+iRJgkwmQ7yWK/9kWdL8G0aSROmOKVPEVa86dUSr8rJlzR1ZmrRzJ9C6teqyRo2AAweYxyciSu9iYsT1W+XR0dbWolFOhQpaNkz447FsmUhME1HKjBkDzJkDnD8PlC9v7miIiCiNe/8e+OEHUfb44sWks57pP8ePA0OHipPcFi1EIjoNlpdL8/k1HUySkM6XL5/O5LM2T7XURyPLYjFvmIQR08OGiath330n5rhkz27uyNKcHj2SlupYsUJURCEiovRr4kTxp1HZhAmiT6FGr1+LITnVq4tvQ7x6SZRyMTGi7M2XL8DlyywQTUREerl7Fyhe3NxRpEFPngD/+59oWli1qhic6ONj7qg0spj8mgYmSUgTJbC4N0xsLPDXX6IVrSSJxksDB+qYh5yxfPwoekUGB39dljUrcPs2kDu32cIiIiIjunJFnJ8rT2IrU0aMttH4J1KSAD8/sdLNm0COHCaJlShdu31bFGzv3x+YNy9ZmwYHi2tCnp5Gio2IiMgSfPokGm3PmQO4uwMzZwKdO6f5gRMWl19LxCRNDYkslq0tMGQI8PAh0KULMHKk+MZ94IC5I0szXFyAv/9WXRYWBgwYwN6QRETp0ZcvQK9eqsloGxvRpV3r9drly4F9+8S/TEYTGUbJksD06aLR4bFjem0iSWJ2W8mSQN++PF8jIqIMSi4H1qwBihYF/vhDdHm8f1/kftJ4Mjo9YEKaSB/u7mKk9NWroqtq06biitm7d+aOLE1o3hzo1k112d69ohktERGlL7/8IgY4Kxs/XkcdwsBAYPhwoE8f8UeDiAznxx9Fg8M+fcQoLy3evgVathQl1z5+BPbvFxeTiIgofbl3z9wRpHFPngD16wM9ewI1a4r/sClTAEdHc0eWYaSphPTjx49x/vx5vElo+0mU1pQpI5oerlsHHDoElCgBbN7MoSUQs0Q9PFSX/fijKBdKRETpw5UrYjCmsrJlgXHjtGwkSaJ5oYuLmApJRIZlZSUaeLx/L2pfamFjI6rmKBs6FHj50njhERGRaV2/Llp2tG8vLkSSkvh4kbwoXVokpQ8dEjkdLy9zR5bhmCQh/e7dO/z111/466+/EBYWluT5R48eoWLFiihSpAiqVauG3Llzo127dvj48aMpwiNKHpkM6NoVuHMHqFMH6NQJaNs2w2des2UDFi1SXfbhgyi5zXw9EVH6cPq06me6jQ2wapWOUh2LF4uLucuXiyYDRGR4BQoAv/8u6qgdOqRxtWzZ1Jda++EHnq8REaUHsbFA795AXBywbdvXMXQEUY6jVi1xJbZPH+DWLaBBA3NHlWGZJCH9zz//YNCgQZg/fz6yJvoi8uXLFzRp0gTXrl2DJEmQJAlyuRw7duxAq1atTBEeUcp4eABbt4rbmTPik37Nmgx9Nt+6NdCxo+qy7dvFfxEREVm+H38Ezp4Vf/IAPUp1JHQr79+fJ/xExta/P1CvnpiRoGYQUIIWLZKWWtu9mwkLIqL0YOZMUWk0QUhI0lJrGU5cnPiPKVtWDBk/cQKYPx/IksXckWVoJklIHzp0CDKZDG3btk3y3KpVq/D48WMAQIsWLTBv3jz4+flBkiScOnUKW7ZsMUWIRCnXrp0YLd20qag/1Lw5kIHLzsyfD2TP/vWxpyc/54mI0pPKlUXpjrlzdZTqkMvF6JPs2cXITSIyLisrMRMhLAwYNkzrqnPnJu0tOngw26MQEVmy27eBn39WXVayJDBhgnniSRMePACqVQPGjgUGDRL1TGrVMndUBBMlpO/fvw8A8PHxSfLcxo0bAQB169bFzp07MXjwYOzatQv169eHJEmK54nSNDc3UVd6927g8mVx5e3IEXNHZRbZswMLFoj7PXuKP4pNm5o3JiIiMqxMmYAhQ3SU6liwQIxAWbECcHIyWWxEGZqXl6jVvnIlsG+fxtXc3L6eryV4/168r4mIyPLExYlSHTExX5dZWYk/B5kymS8us1q7FqhQQXTxPXMGmDULyJzZ3FHRf0xWQxoAcuXKpbI8KioK586dg0wmQ79+/VSe69OnDwDgypUrpgiRyDD8/IBr10Tzw4YNxdCx2FhzR2Vy7duLhjmrVgGuruaOhoiITO7hQ2DMGDESxdfX3NEQZSzffgs0bgx89x0QGqpxtXbtRLk1ZRs3Anv2GDk+IiIyuD/+SNq0duRIwNvbPPGYVUSEGB3Xo4fo93XlClClirmjokRMkpBOaE5oZaV6uICAAMTGxkImk6F+/foqz+XPnx8A8JYtQcnS5MwJ/PsvMG2aqFNUpw4QGGjuqExKJgMqVTJ3FERElFopaosQHw/06gXkygVMn27okIhIF5kMWLoUiIwUhd+1rLZwIeDiorp8wAAxmIyIiCzDo0fAxImqy4oWBaZMMU88ZnXtGlCxIvDPP8Dq1eLGGqJpkkkS0ln+++W/fv1aZbm/vz8AoESJEnBNNIzS1tYWAGBjY2P8AIkMzcpKjAw7eRJ48UJ0fNq+3dxRERER6U2SxMSfWbNEjllvc+cC586JOaKOjsYKj4i0yZMHmDdPlJTbuVPjap6eYlSdsuBgYNQo44ZHRESGIUmip2109NdlMpmomGZvb764TE6SxFXWKlVEWY4rV8QIaUqzTJKQLlasGADg33//VVn+zz//QCaToXbt2km2SUhee3h4GD9AImOpVk1cofP1FVNFBg1SLeqUQX34YO4IiIhIl6VLRQna//0PqFoVuHVLj43u3wfGjweGDgVq1jR2iESkTY8eotl2//5ASIjG1Xr2BBo1Ul22dClw7JiR4yMiolRbtSrp5/XgwSIVkWGEhX3Nt/TrJwZGFCli7qhIB5MkpJs1awZJkrBkyRIsWrQIt27dwsiRI3Hnzh0AQJs2bZJsk1A7Ok+ePKYIkch4XF3FdJGFC4ElS4B69YA3b8wdlVm8eiXqFVaponoFl4iI0pYXL0TdwQQXLwJt2ugYKS2Xi9q1efMCv/5q9BiJSAeZDPj7b+DLF2DYMJ2rJZ7R3Lcv8PmzkWMkIqIUe/0aGDFCddk332Sw07D794HKlUVWfscO4M8/M9jQcMtlkoT0oEGD4OnpiZiYGAwaNAhly5bFH//NDatatSp81TS72bNnD2QyGWpydA2lBzIZ8MMPgL+/KPBUqRJw6ZK5ozIZSQKWLQOKFxe5+YcPgV9+MXdURESkjiQB338PfPqkunzBAsDaWsuGCxeKDubLl7ODOVFakSsXMGcOsHYtsH+/xtW8vJKWfA8KEqeuRESUNg0ZkrR37eLFgJOTeeIxuf37AR8fkW+5cAFo1crcEVEymCQhnTVrVhw5cgQVKlSAJEmKW82aNbFly5Yk61+/fh0X/2sP2qBBA6PHFxQUhJEjR6J48eJwdHREtmzZ4OPjg1mzZiEyMtJgx9m0aRMaNWoET09P2NvbI1++fOjevTsCAgL03kdISAgmTZqEsmXLImvWrHB2dkbZsmUxadIkhGiZiqeNXC5H1apVIZPJFDcykmrVRCLa01NMZV6/3twRmYRcLhLSYWFfl82cCdy4Yb6YiIhIvS1bgL17VZf16gU0bKhlo2fPgLFjxcXXWrWMGB0RJVvv3kCDBqJ0R3i4xtW+//5rpZ2yZcV3+2bNTBQjEREly5494pxNWZcuQJMm5onHpCRJXEVt3hyoXRs4f54lOiyQTJJS1D89xZ4+fYrXr1/D09MT+fLlU7vO9evXce3aNQBA165djdrYcN++fejatSvClDNlSooWLYr9+/ejQIECKT5GdHQ02rdvj72Jv939x8rKCpMnT8aECRO07ufixYto2bIlXr16pfb5XLlyYdeuXahUqVKy4luwYAEGDx6sssxYL4sXL14gb968AIDnz59n3JIs0dGihfnq1WJO9PTpOoadWb6bN4EKFYC4uK/LvL1Fead0/qMTEVmMjx+BYsVUK0vlzAncuSMqUKklSSJb/eCBKDSdYYblEFmQZ8+AUqWA7t2BRYs0rvbgAbBtm6gd/1+PeSIiSoN8fVVnsbi5AXfvAtmzmy0k04iMBPr0ATZvBn76CZgyBbAyyVjbNMfS82sGT0jL5XJYWciL4fr166hWrRoiIyORJUsWjB07Fr6+voiKisKmTZuwdOlSAKIp48WLF5ElcWE1PXXt2hUbNmwAAPj6+mLIkCHIlSsXbt68iWnTpuHx48cAgKVLl6Jv375q9/Hy5UtUrFgRb968gY2NDYYPH47mzZsDAPbu3Ys5c+YgLi4OHh4euHz5MnLnzq1XbC9fvkSJEiXw6dMnuLm54f379wCYkDYJSRLdz0eOFHWlN23S8m0/fZgwIWk9qz/+EL2viIjI/AYMELVklW3bJvrEaLR8uSg2+++/STujEVHasWCB6HR1/DhQp465oyEiolSIjBS52NmzRY+P1atFL9t0LTBQlOV4+FD8wFpPUNM/S8+vGTwhnS1bNjRp0gTNmzdHkyZN4OLiYsjdG5Svry/8/f1hY2ODkydPomrVqirP//777xg1ahQAYMqUKZg4cWKyj3HixAnU+e+Ez8/PDzt27IC10nDQ9+/fo2LFiggKCoKrqyuePHmi9v+sV69eWL16NQBgy5YtaN++vcrzW7duRYcOHQAAvXv3xooVK/SKr3Xr1ti5cyf69OmDx48f48SJEwCYkDapo0eBDh3EJc0DB4CCBc0dkdFERwPlyom+AwkyZwZu3wY0TJggIiITOXMGqFFDdZmfH7BrlyjNp1ZwMFCihPhysGqVkSMkolSRy8XU5levRN001nonIrJ4V68Ca9aIdgHpuvpqQADQooXowLtrF1C6tLkjMjtLz68ZPCFtZWWlqEFsbW2NatWqwc/PD35+fiiShmq6XLx4ET4+PgCA/v37Y/HixUnWkcvlKFWqFO7evQtXV1e8efMGtsmcu9asWTPs378f1tbWePbsmdoXyKZNm9C5c2cAwKxZszAiUZvUN2/eIHfu3IiPj0ejRo3w77//qj1W48aNcfDgQVhbW+Ply5fw8PDQGtv27dvRtm1buLu74969e2jbti0T0uby5AnQtCnw4YMo3PnfazM9OnUqaXnRRo1ELj5d/wElIkrDYmJEWaXbt78uc3QUpTq++UbDRpIkEtEXLogNs2UzRahElBoPHogC0QMHArNmmTsaIiIi3XbtAjp3FierO3cC7u7mjihNsPT8msFra6xbtw4dO3ZE1qxZERcXh5MnT2LUqFEoXrw4ihYtihEjRsDf3x/x8fGGPnSy7Ny5U3G/d+/eatexsrJCj//mPISGhsI/mW2mIyIicPToUQCiOaOmF0ebNm3g7OwMQCSJE9u9e7fi/0tTrIAYRQ0A8fHx2L17t9bYwsPD8eOPPwIQI8Hd3Ny0/zBkXAUKiKFphQuLKZQ6fn+WrGZN0VNH2cGDwH9VbYiIyAxmzVJNRgPAL79oSUYDonbf7t3AX38xGU1kKYoUEXO8//hDNIHSU1wc8PvvGaYfNxERpRULFwJt2ogBfEeOMBmdjhg8Id2lSxds2LAB7969w7FjxzBs2DAUKlQIkiTh4cOHmDt3LurVq4fs2bMr1g0NDTV0GDqdOnUKAODo6IiKFStqXK927dqK+6dPn07WMS5cuIAvX74k2U9idnZ2qFKlimKb2NhYtbHq2k9yYh0zZgxevnyJWrVqKRLZZGZubuIDtmlToHVr8QU/nZoxA/D0VF02ZAjw7p154iEiysgePRLJZ2UVKohSsxq9eydWaN9e/M0iIssxfDhQvrxoCvXfdxVtLl8WjahHjQJ+/BF4+9YEMRIRUcYmlwOjRwODBolkwZYtgL29uaMiAzJa90Fra2vUqVMHs2fPxv3793Hv3j38/vvvqFmzJqytrfHx40ds2rQJ3bt3h4eHh2LdBw8eGCskFXfv3gUAFCpUCDY2NhrXK1asWJJtknuMxPvRdpy4uDg8fPhQ7X6yZs2KnDlzatyHp6enYqS1tljPnTuHv//+G7a2tlikpcs2mYGDgxhxNniwmEo5Zoz4IE5nsmZNmm8PCRHfj4iIyHQkCfj+e1HjP4GVFbBkCaDl9EhkpSQJmD/f6DESkYHZ2AArV4qmUFOnal31/n1RSe7aNfH4wwdg2DDjh0hERF/J5cDQoaLqUobw5QvQtauYmjNnjrhZGS19SWZist9okSJFFOU63r59i/Xr16NTp05qS3sor2uM0h7R0dF4//49AOisseLq6gpHR0cAoiZLciivr+s4CXVf1B0n4bE+9WCU68eoExsbi379+kEul2PkyJEoUaKEzn0mx4sXL7TeXr16ZdDjpUvW1sDcueJDd8YMoHt3vUavWJpWrZI2xV23DtBQIp2IiIxg/XoxOUfZjz8CWiaPiV4HmzaJv1U6+lUQURpVujQwbhzw22/AzZsaVytaVEyEULZhg+j9QUREprFoETBvHlCmjPjYTjSpPn35+FE0mdqxQ4yK5lXQdMsslxhcXFzQuXNnRWmP48ePY/jw4YrSHo8ePVIp7ZGwblhYmEGO/+nTJ8X9LFmy6Fw/ISEdERFhtOMkHEPdcRL2Y4hYZ8yYgVu3biF//vyYMGGCzv0lV968ebXefNJxsz6DGzZMfAD/8w/QpAmg9HpKL+bPF6OllQ0YACTzrUZERCnk7Q0oVwPLkwf4+WctG3z6JIZUN2okRq4QkeUaO1b0L/nuO0DLIKC5cwEXF9Vl338PfP5s1OiIiAjA8+di4jQgxqmNGwd06mTemIwmOBioUUNcKD1yBGjXztwRkRGZfcy7tbU1ateujVmzZqmU9qhVq5aitMfmzZvRvXt3zJs3zyDHjFaal2pnZ6dz/UyZMgEAoqKijHachGOoO07CflIb68OHDzH1v2l5CxYsgIODg879kZm1bw8cOiSK9zVoAJih3roxeXqKWTjKAgPFFx8iIjK+okWB48eBFStEX8KFCwEnJy0bjB8v5uwvXgzIZCaLk4iMIFMmYOlS0dxQS++SnDlF41NlgYHAxIlGjo+IKIOTJOCHH5IO2Bo0yDzxGNXTp0DNmkBYGHDmjEhMU7pm9oR0YgnlOo4fP64o7dGxY0e4JL4snwr2SoXQY2JidK6f0JgwuQnc5Bzni1JJhsTHSdhPamPt378/oqOj0bZtWzRt2lTnvlLi+fPnWm8XLlwwynHTtVq1gGPHRNepOnWAN2/MHZFBffvt19F5NjbATz8BI0eaNyYiooxEJgN69waePAFatNCyYkAAsGAB8OuvQL58pgqPiIypenUx3HncOCAoSONqffqozqYAxACCy5eNGx4RUUa2ZYuolKasb1/A19c88RjNvXsiGS2TAadOATp6sFH6oK1djdkllPbo3Lkz4uPj8eHDB4Ps10lp6I8+ZTg+/zcfTZ+SGSk9zmelOW+Jj+Pk5ITIyMhUxbpixQocP34cTk5OBhtpro4+da4pBSpWBE6cAOrXFwnqI0cApbrjliyheVa/fqKER+nS5o6IiChjSlxCSUVMjPgGVLGiKDJNROnHb78Bu3aJYXh79qid/SCTifO1MmW+tjaRy0W1jwsXdDRBJSKiZPvwIekpl4cHMHOmeeIxmmvXgIYNgRw5gMOHxTRqyhAs5tTB2toa2bNnN8i+7O3t4e7ujvfv3+PFixda1w0NDVUkefMmMwGonJx98eIFKlWqpHFd5SaEiY+TJ08evHnzRmesyvtJvI8ZM2YAAGrXro1Tp06p3fbt27eK+5s2bQIgalL7+fnpPC6ZQMmS4mph/fri6uGRI0ChQuaOyiCKFAH8/c0dBRERaTRzphi9cvmyaL5LROlH1qyiZEerVmI4XseOalcrUkTMZFNuQ3P1qhgpzdltRESGNXIkoJSiASAmqrm6miceozh3DmjaFChYEPj3X8Dd3dwRkQml2YR0ZGQk3r9/DwD45ptvDL7/4sWL49SpU3j06BHi4uJgo+Gy/r1791S2SY4SJUqo3Y+249jY2KBQoiRjiRIlcPnyZYSFheH169fImTOn2n28evUK4eHhamNNKOWxd+9e7E0850ONzp07AwC8vLyYkE5LChVSTUofPgyUKmXuqIiIyEK8eiWakyWrCtn9+8AvvwD/+x9QtqyxQiMic2rZEmjbVgzHa9BAFJVXY9QoYNMm4Pbtr8smTgTatAEKFDBRrERE6dyRI8DKlarLEj6m042jR8UPVb68qEuidaoepUdproZ0gq1btyJ//vwoYKQzmxr/FUj//PkzLmspfnbixAnF/erVqyfrGN7e3opGhMr7SSwmJgYBAQFJtkkcq679pCZWsiB584qktIeHKOZ36ZK5IyIiIgsgSUCXLmLK/ZEjem4kl4uaSt98ww5mROnd/PmiHoeW4c52dqIPonJVj6goYMAA8RlDRESpExkJ9O+vuszZWTSeTjf9pPfsAZo1E30MDh5kMjqDSrMJaQCQJAmSkc5sWrVqpbi/MvGlp//I5XKsWbMGgKhn7ZvMyvFOTk6oV68eAODIkSMaS25s375dMbK5devWSZ5v0aIFrKystMYKAKtWrQIAWFlZoUWirkTPnj1T/H9qutVW6lSSsOzZs2d6/7xkQjlyAMePi7mT9eun66T0gwfA/v3mjoKIyPKtXi3KIz16JAZAdu8OhIbq2GjZMuDkSeDvv5M5rJqILI6npyjPs3KlaKitQdWqoty0ssOHgfXrjRwfEVEGMGWKaDStbMYMIHdu88RjcLt2iWk1TZsCu3cDmTObOyIykzSdkDYmHx8f1KxZEwCwfPlynDt3Lsk6s2fPxt27dwEAQ4YMga2trcrzq1atgkwmg0wmw+TJk9UeZ+R/Iwzi4uIwcOBAxMfHqzz//v17jB49GoBIevft2zfJPnLmzImuXbsCAA4ePIht27YlWWfr1q04ePAgAKB79+4ay3pQOuLqKq4mFi8uMgvprM35ly/ij3Hp0kDXrsCbN+aOiIjIcr17B4wYobrs1Ckx2lGjV6/E/PzevYG6dY0aHxGlEX37igba/fqJoc8aTJuWNDkybBjwX8VFIiJKgRs3gNmzVZfVqCE+ktOFPXuA9u1FqY7Nm4FMmcwdEZlRhk1IA8C8efPg4OCAuLg4NGzYEL/99hsCAgJw/Phx9O/fH6NGjQIAFClSBCMSf4vTU926ddGpUycAwO7du9GgQQPs3r0bly5dwsqVK1GlShUEBQUBAKZPnw5XDRXqp06dqmjq2LlzZ4wZMwanT5/G6dOnMWbMGHTp0gUAkD17dvz6668pipUskLOzKP5ftKhISl+9au6IDCI8XJQpnTwZiIkBPn5MmkghIiL9jRghurUr++svwNFRy0aDB4svCrNmGTU2IkpDrKyAJUuAFy/EyAANEqaPKytXDoiONm54RETplVwuSnUoj2G0tRUfyVbpIXO3bx/Qrh3QvDmwcaP44ShDM3hTw7oGGkHz+vVrg+xHm/Lly2Pz5s3o1q0bwsPDMW7cuCTrFClSBPv27YOTk1OKj7NixQqEh4dj//79OH78OI4fP67yvJWVFSZMmID+iQsFKcmbNy/27NmDVq1a4fXr15gxYwZmzJihsk7OnDmxc+dO5MmTJ8WxkgXKmlWMlG7QQJTvOHpUfCOwYM7OQIUKoo9WgvXrgZ49xY9JRET6O3oUWLtWdVmHDmKmpEb79gH//CO+MGhobkZE6VTRosBPP4mEdNeuYrqaGi1bilnXJ04Af/wBdOuWjuqbEhGZ2JIlwH+txRTGjhUToi3egQPiD0aTJqIzLpPRBCMkpP39/SGzoDMRPz8/3LhxA/PmzcO+ffvw4sUL2NnZoVChQmjfvj0GDRqEzKmsaePg4IB9+/Zhw4YNWLVqFa5fv46PHz/Cw8MDNWvWxKBBg1C1alWd+6lcuTJu3ryJefPmYefOnYr6zvnz50fLli0xdOhQuLm5pSpWslBZswKHDolsbb16ou5f2bLmjipV5swRf7c+fvy67PvvgZs3WcaUiEhfCc3GlGXNCsydq2WjyEhg0CDxN6VjR2OGR0Rp1f/+J0YD9O8PnD6tcXjeX3+Jp/6byElERCkkl4tyypGR4nHhwiIhbfEOHgRatwYaNQK2bNFRL44yEplk4K6BVlZWkMlkBmtGKJPJktRdJsv14sUL5M2bFwDw/PlzjuY2tNBQMUo6MFAkpcuUMXdEqfL330kTKT/9BPzyi3niISKyND/9BEydqrps0aKkn60qxo0TVwVv3hTfhogoYzpxAqhTR5yQpZsCpkREaVdgIDBwoJiodvRoOmjhcegQ0KKFGOSwbRtrRhuYpefXDF6JxtPTE4AYeSyXy1N8W7lypaFDI0r/XF1Fm/O8ecVI6Vu3zB1Rqnz3nejkrmzGDODOHfPEQ0RkSW7fBmbOVF1WtaqOvNLdu6Jm9NixTEYTZXS1awO9egGjR7O7NBGRCXh5ib5/58+ng2T0kSOitlO9ekxGk1oGT0j7+PhAkiRcvHjR0LsmIn1kyyY+/HPnFqOlHz0yd0QpZmUlBuXYKBUXio0VI/vkcvPFRUSU1iU0xomN/brMxkZHYxxJErWRvLxEAoqI6PffAWvrFHWXjoxUbc5FRES6yWSAj4+5o0ilM2fEyOg6dURPEiajSQ2DJ6S9vb0BAG/evMGLFy8MvXsi0oebm5ge4+IiktIW/F4sXRoYOVJ12alTwKpVZgmHiMgiLFsmvgso+9//gFKltGy0dq2Yov/XX4C9vVHjIyIL4e4uktLr14sBD3r691/xebNkiRFjIyKitOfaNaBZM5FV376d55SkkVFGSCfgKGkiM8qR4+sXhwYNgHfvzBtPKkyYAOTPr7ps5Ejg7VvzxENElJa9fp10gHOBAuKzVKMPH8QHa6dO4m8GEVGCXr2AWrWAH34AoqO1rvr6tfgYadIEePoUGDMGCA42TZhERJYkLs7cERjB/ftAw4ai7Nvu3YCDg7kjojTMKCOkvby88M033+Dp06cp3k+5cuUwadIkTJw40YDREWUwefKImtKhoUDjxkBYmLkjSpHMmYGFC1WXhYYmHTlNRETAsGHAx4+qyxYt0vGdYNw44MsX0cyQiEiZTCZqqD17Bvz2m9ZV794FNm/++jg8HBg61KjRERFZHLlclFYeOhT49Mnc0RhIUJAY1JA9O3DgAODsbO6IKI2TSZIkmTsIyjgsvQuoxbpxQzSmKV1azKHMnNncEaVIp06qX3IAMQi8Xj3zxENElNZcvQpUqKC6rEsXMdteo4AA0e3wzz+BwYONGh8RWbAJE0Sn1Bs3gKJFNa7WqxewerXqsr17xQxuIiICli792mQ6Tx5g/nygVSuzhpQ6b94ANWuKYd+nTol+VmR0lp5fY0KaTMrS3zAWLSBA1JOuVQvYuROwszN3RMn26hVQvLjqQO/ChcX3IpamIiIS9u4FBg4UA1VcXYF790QVJ7Xi4oBKlUTHw/PnRfMyIiJ1oqLE4Ia8eYFjx8TIaTXevweKFQNCQr4u8/ICbt8GHB1NFCsRURr15o34jFSezVagAHDnjoX2/gsNBXx9RT3N06fFD0MmYen5NYOX7CCiNKpKFZGIPnoU6N7dItuee3omnSn66pUYEUhERELz5iLxM2IEMHu2lmQ0ACxYIK7qLV7MZDQRaefgIOr/+PsDa9ZoXM3dHZg1S3VZYCAwZYpxwyMisgTDh6svrWaRyejPn8X0l+fPgUOHmIymZOEIaTIpS7+Cky7s2AG0bw98+61IQGgY3ZJWyeVAtWpiIF+rVmKG+X8vKSIiSo4XL8S0kx49khbqJyLSpEsX0aPk3j3AzU3tKpIkBsydOPF1mbU1cPkyULasieIkIkpjDh0CGjVSXaaztFpaFRMD+PkBZ8+KQW8+PuaOKMOx9PwaR0gTZTStWwPLlgFLlgA//2zuaJLNykrU3NqxQ9yYjCYiSqFhw8T8+alTzR0JEVmSOXOA2Fhg1CiNq8hkYtyDcoW4+Higf3+LnKRHRJRqUVHADz+oLnNxsdB+0nK5GOB2/DiwaxeT0ZQiBk1Ir1mzBmvWrEF4eLghdwsACAsLU+yfiFKpVy+RgJg8WWR3LUzp0hbe9IGIyNwOHAC2bRPfglxczB0NEVmSnDmB6dOBFStE8yoNihUDxo5VXXb+PPD330aOj4goDZo6FXj8WHXZjBmAh4d54kmVsWOBdetE+aa6dc0dDVkog5bssLKygkwmw82bN1GiRAlD7RYAcPv2bZQuXRpWVlaIi4sz6L7JdCx9SkG6IknAoEFi+MrOnWK6DRERWZTgYDElvlOnZFRgiooCSpUC8ucX0+4trHQTEaUBcjlQvbroNH3tmsZm2dHRokTHgwdflzk7A3fvArlymSZUIiJzu3MHKFdOTC5JUK2auKZnZWl1C/78ExgyRAxqGDbM3NFkaJaeX7O0lz5Y8prIQGQy8cekVSugY0cgIMDcERERUTL9+KOoPdikCfDkiZ4bTZsm6kcvXMhkNBGljJWVGOr84EHSDoZK7O3F2Adl4eHA0KHGDY+IKK2Qy0W5IuVktI2N+Ai1uGT0li3iA3zECCajKdVsjLHTV69eIUuWLAbdZ3BwsEH3R0QQ3WXWrQMaNgSaNwfOnAGKFjV3VCkWFgaMHw+0bSsa6RARpWd79gD//CPuHzwIlCwpHjdtqmWje/fE/NAxYyz6856I0oAyZURC4pdfxOCGggXVrubrC/TsCaxe/XXZ1q3Avn1As2YmipWIyExWrgROn1ZdNnKkmKxmUfz9ge7dgc6dgZkzzR0NpQNGKdlhLJIkQSaTIZ6dMCyWpU8pSLdCQ4EaNYDPn4Fz5wBPT3NHlCySJEqhDhkCvHoFFCkC3LgBZMpk7siIiIwjIkIkoIOCvi5zcxP5Znd3DRtJElCvHhAYCNy6BTg4mCRWIkrHPn8GSpQAihcXtek1fBd8/17UlA4J+brMywu4f5/na0SUfr19Kz77QkO/LsufX5yGZc5svriS7eZNoGZNoFIlYP9+jWWayLQsPb9m8AkCkiQZ7UZERuLqCvz7LxAXJ+Z9G6ExqTHt3g106CCS0YCYPTpjhnljIiIypkmTVJPRADB7tpZkNABs2CC6oS9cyGQ0ERmGo6P4TDl4UEzl1sDdXbWyR/78Yro6k9FElJ6NGKGajAaAv/6ysGR0UBDQuLH44N6+ncloMhiDjpBerTwPy4h69uxpkuOQ4Vn6FZx079YtMVLax0fMo7S1NXdEeomPB6pWBS5e/LrMzk5cyC1SxHxxEREZw5UrgLe3qEmYwNcXOHpUS0nojx9FiY7atbUmjYiIUqRtW+DsWdGt0MVF7SqSBDRqBFSsCEyYYGEJGSKiZDp6FKhfX3VZp07Axo3miSdFwsJEA9uICIucSZ3eWXp+zaAJaSJdLP0NkyEcPy5qSvfuLYauWEjDq2vXxAwi5Yo+desCR45YzI9ARKRTXBxQpQpw+fLXZZkyiTJFWi/ADRwIrFkjanrkzm30OIkog3nxQpTt6NFDjJjWQC63wCZeREQp8P49MGqUqCENAFmzitOwnDnNG5feYmNFof+LF8UFx+LFzR0RJWLp+TWeDhCRKl9fYOlScdPSNT2tKVcuacf2Y8dEz0YiovRi4ULVZDQgmrlqTUZfuAAsWgT8+iuT0URkHHnyiM+YRYvEZ44GTEYTUUbh7g6sWCHGexUtCkyfbkHJaEkCfvhBBP/PP0xGk1FwhDSZlKVfwclQfvoJmDpVtEFv187c0eglIkL01Xn+/Osyd3dxJdrNzXxxEREZwvPn4jMuIuLrsuLFgatXtdRhjY8XZZjkcjHCxcbGJLESUQbEzxsiIrW+fBHVMC3motzMmcDo0SKj3ru3uaMhDSw9v2YpbwciMrWffxZFrrp3B86fN3c0esmSJeks0YSpUkRElm7wYNVkNP7P3p3H2VT/cRx/3ZmxjH3fyV5EilBIVFqUlEhl9yOUFlJSChWVJSVJpFSUFkTZ2uyyRZFI9rUsyT7DzJzfHx8zZszOvffcO/N+Ph73YZx77jmffj8zc87nfL6fD2kYCjZmjGWsx45VckhEfCs01H7W/PZbim07kuI4VognIpIRZcsWRMnor76yZPTzzysZLT4VLN8SIuJvISHW8KpmTbj7bti+3e2I0qRZM2jRIuG2Dz6ARYvciUdExBumT4cZMxJu69IFbrghhQ/t22c3E926Qd26Po1PRASwiavdu9vUwn370vSRv/6ywV833QTffuvj+EREJHkrVlhB2gMPWIGaiA8pIS0iycueHb7+GnLntoEG//3ndkRp8tZbVi0dX7dutlRKRCTYHDtm1dHxFSkCr7+eygd794bwcBgyxGexiYgkMmSI/ezp1SvVXUeNgurVbe4H2PzVkyd9HJ+IiA8cPgz//ON2FJdg+3YrRKtZ0wrTgqakW4KV/oWJSMoKF4ZZs+Dvv62X9NmzbkeUqlKlrP11fJs2wbBh7sQjInIp+veHvXsTbhs5EgoUSOFD330Hn39uw2nz5/dpfCIiCeTLByNGwBdf2M+iFOTNm7BgYNcuGDjQp9GJiPhE795wxRUwfry10g8q//1nBWi5c1tBWvbsbkckmYAS0iKSussvt/XiixZZ6UoQzEJ99FGoVSvhtldesWWhIiLBIjISlixJuO3WW+HBB1P4UESE/RBs1AjatvVleCIiSWvTBho3tp9FERHJ7ta+vf2oim/kSPj1V59GJyIu2LBhA927d6dixYqEh4dTuHBhGjZsyHvvvUdUVJTPzrtu3TqyZMmCx+PB4/HQsWNHr59j/nz4+GPL6z78MDRsCFu3ev00vhEVBfffbwVos2ZZQZqIHyghLSJpc+ONMG6cPfJ9+223o0lVaKiFG3+lUWQkPPJIUOTTRUQAG4KzYoW15wgPt4KVMWPA40nhQ6+9Bjt3wrvvprKjiIiPeDz2w2rnTvuZlMJuY8dC1qznt0VHW6u16Gg/xCkifjFhwgRq1arFe++9x9atW4mIiODQoUMsXryY7t27c8MNN3D48GGvnzcmJoaHH37YpwnvyEhrnR/f+vWQI4fPTuldvXtbRv2rr6wQTcRPlJAWkbTr2BGeesp6As6b53Y0qapZEx5/POG2smXVS1pEgkuWLPDMM7BhA3zyCVSokMLOf/0Fr75qH7jiCr/FKCKSyBVXwNNP28+kFJaoXX45PPdcwm0rV1qiWkSC37x583j44YeJjIykaNGijBo1ihUrVjBnzhxanJtGv3z5clq0aEGMl3tdjB49mhUrVlCkSBGvHje+116DzZsTbnv1VShe3Gen9J733rNis7fftsmyIn7kcRzVCor/7Nmzh9KlSwOwe/duSpUq5XJEkm7R0TbsYOlSWL484BMex49D1aqQJ4/9vm3QwO2IRER8xHGsn8fWrZa9Dg93OyIRyexOnYIrr4RKlayYIZlVG5GRcNVVCZM6uXPbDJASJfwUq4h4XVRUFFWqVGHLli3kyZOHNWvWUOGCJ+uPPvooY8aMAeCjjz6iffv2Xjn3nj17qFq1KidOnGDixIl06NABgA4dOjBx4kSvnOPPP+1n15kz57fVrWu3yqGhXjmF78yfb9eN3bsHxQpoSSzY82t+qZC+6aabuPnmm9m5c2eaP7Nv3764z4lIAAkNhc8+g5IloVkz+PdftyNKUe7c8P33sHatktEiksF9/jn88AOMHq1ktIgEhhw57GfS99/bkMNkZMtmhQPxHT8OTzzh4/hExKemT5/Oli1bAOjXr1+iZDTAsGHDyH9uAPMwL06hf/TRRzl+/DgdO3akYcOGXjtuLMexXG78ZHRoqP0sC/hk9JYt0LKlNfEfOdLtaCST8ktCesGCBSxYsICTJ0+m+TOnT5+O+5yIBJg8eeCbb+DIERuAcPas2xGl6IorEvYmFBHJcI4etXZK990HTZu6HY2IyHl33gn33ms/o44dS3a3Ro2sO1x8X30F337r0+hEgtZnn30WN6ivW7duye63a9cu8uXLh8fjoXLlyunKy1yqr7/+Ou7r5IYJ5siRg/vvvx+A33//nb+8MIX+q6++YubMmRQsWJChQ4de8vGS8vHHcGG66sknoUYNn5zOe44etRXPBQvag8KwMLcjkkxKPaRF5OKUL293CQsX2m9eERG5ZP/9B3fdBWvWpPOD/fvDiRPw5ps+iEpE5BK99ZYlo198McXdhg2zHEl8jz5qP95EJKEHH3yQNm3aADBu3DhmzJiRaJ+YmBjat2/P0aNHCQsLY/LkyeTMmdNvMS5evBiAyy+/nGLFiiW734033hj39ZIlSy7pnEePHuXxc4OEhg4dSqFChS7peEk5dMhGK8VXpgwMGuT1U3lXdDQ8+CDs328FZucq00XcELAJ6dindtmzZ3c5EhFJVqNGNkE99hWEIiLcjkBE5Lx+/WDWLKhd22500pSE+eUX+xk8aBAEWe84EckkSpeGgQOtT+natcnuVqgQjBiRcNuuXfZREUlszJgxlC1bFoAuXbrw999/J3h/2LBhLFy4EICBAwdSu3Ztv8V24sQJ9uzZA8AVqcwdiv/+xo0bL+m8ffv2Zf/+/TRo0IBOnTpd0rGS06cPHD6ccNs774Afc/0X55ln4LvvrDL68svdjkYyuYBNSM+ZMwcg6Jpyi2Q6XbvC44/b66ef3I4mzaKjLX9TtmyKg99FRPzm559h7Fj7OiYG3njDfrSmKDraGhhWr56GnUVEXPTEEzZpukcP+yGXjPbtoXHjhNvefDPFPLZIppUnTx4++eQTQkNDOXToEJ06dcJxHADWrl3Li+dWJTRo0IBnn302yWMMHDgwrvXHxb5ik+Lx7dmzJy6W1PI6sYPZwIazXaylS5cybtw4smTJwtixY/EkM0j1UsyfDx99lHBby5a2wi2gffihXVyOHAlNmrgdjQg+aRbTuXPnJLf379+ffPnypfjZyMhItm7dyqpVq/B4PAmWbohIgBoxAjZutH7Sq1ZBuXJuR5Si336Dbt1gxQr7e48eNmvHB9crIiJpcvYsPPxwwm05cqS6ut0y2KtXw7Jl6gEoIoEtSxb7mdWgAYwfbxdjSfB4bLfq1c8PC4uOhlGjLJ8iIgk1aNCAfv368corrzB37lxGjx5Nly5daNOmDWfOnEmQtPan48ePx32dK1euFPeN30bkxEX26Dlz5gwPP/wwjuPQu3dvrrzyyos6TkoiIqwOIL48eawrUUBbvtwC79oVevZ0OxoRwEcJ6YkTJyZ6EuU4TpI9jZIS+xStQIEC9OvXz+vxiYiXhYXBlCm2xvzee2Hp0oBer/TRR+eT0QA//giTJ0Pbtu7FJCKZ2/Dh8PvvCbcNGmSrOJL199/w3HN2c3H99b4MT0TEO+rXh86d4dln7ZqxSJEkd6tcGZ5/HgYMsEvKl17SIhCRlAwYMIDvvvuOlStX8swzz/DTTz/Ftb545513kqxgjvXII4/QsmXLSzp/1iQmyEfE642Y1PvxZcuWLe7r06dPX1QMr732Gn/88QeXXXZZXGW4t736KmzenHhbiRI+OZ137N8PLVrAtdfC6NGqwpKA4ZOEdJkyZRIkpHfu3InH46F48eJkyZIl2c95PB6yZ89O8eLFqVevHj169KBEQH9ni0icAgXg668tKfK//8FnnwXsL7uXXrJ5jPFXg/XqBXfckXiQjoiIr23daj+X4qtRIw3zYp96CrJmhdde81VoIiLe9/rrds349NOJ173H07cvHDhgLU/LlPFfeCLBKHZg4dVXX83Jkyf5+uuvAXjggQdom0rVTZEiRSiSzMOhSxF/HtiZ2OUOyYiMjIz7Ojw8PN3n+vPPPxkyZAgAo0ePJkeOHOk+Rmr+/dcKCOKrWzfZxR6BITLSktEeD0ydateNIgHCJwnpHTt2JPh7SIi1qv7uu++oWrWqL04pIoGgenW7sWjZEq65xu4kAlCuXPZwuHnz89sOHbIbngkT3ItLRDIfx7G2QfEHrHo8MG5cKh04fvgBPv0UJk60B4IiIsGiUCEYOhS6dLFq6WRaNGbLZtdrIpI2FStW5Nlnn+WFF14AoFChQrz77ruuxZM7d+64r1Nrw3Hy5Mm4r1Nr73Ehx3Ho1q0bkZGR3Hvvvdzlo2bOBQrYvI9u3awDRmioXa/5uRNK2jkOPPqoNeBftAiKFXM7IpEE/NJssGHDhng8ngR9gUQkg7rvPltj2a8fXHWVlR0HoLvvtpWi06ef3/bBBzZIR63rRcRfPvvMetjH17Mn1KmTwociI+0Go2FD+6ElIhJsOnWyKoAePeDXX1W1J+IFJ06c4MN4jdYPHz7MmjVruOmmm1L83IEDBzhw4MAlnTtr1qxUrlw5wbb4gwz37NmT4ufjDzKMP+AwLZYvX87ChQsBqFevHlOmTEm0z8GDB+O+3r59e9w+1apVo1q1amk+11VXWXfK996zgqarrkpXqP717rv2c/bDD1O5sBRxh18S0gsWLPDHaUQkULz0kk0OfPBBG3JYqZLbESXp7betyDDevA26dbPQ47UxExHxiX//TdyWo2RJeOWVVD44dChs22ZP1AK0NZKISIpCQmxyYc2a8MYb1lNaRC7JY489xrZt2wCrTj5+/DgdOnRg3bp15M+fP9nPjRkzhkGDBl3SuS+77LJEK+Vz5cpF6dKl2b17N5s2bUrx8/Hfr1KlSrrOHb/dx9NPP53q/osWLWLRokWA9d5OT0Ia7MdXjx7p+oj/LVoETzxhzfc7dnQ7GpEkhbgdgIhkQCEhMGmSLQtq3hyOHXM7oiSVLAmDByfc9uef1tpQRMTX+vaFeAU7gD0oy5MnhQ9t2WI/uPr0AbVBE5FgdtVVljB56SW4IJGVmlWr7OeliJipU6cyceJEADp27MgXX3wBWGVy9+7dXYurQYMGgPV4/vvvv5PdL7bCGaB+/fo+jytD273bWmjecEPiptciAcTjOI7jxomPHTvG8ePHiY6OTnXfMppikWHs2bMnbgnO7t27EyzjkQxo0yab9NC4MUybZonqABMdbXMYV606vy1rVli/3ia8i4j4wuLF1nEjvubNbc5XshzH2iBt2gR//AE+GNgjIuJXx49DlSpWKT1zZqq7HzsG/ftbb2mPB1avtrElIpnZvn37qF69Ov/++y/ly5fn119/JXfu3Dz22GOMPteI/eOPP6Zdu3Z+j+2LL76gdevWALz66qs8m8RqiFOnTlGqVCmOHDlC1apV2bBhg9fj2LFjB+XKlQOgQ4cOccn7DOf0aWjQAA4fth+QhQq5HZH4ULDn1/yaHfr++++59957KVSoEPnz56dMmTKUK1cuxVf58uX9GaKIeNMVV8DkyXaDcWEpcoBIahjFmTPQvbvlfkREvC0yEh5+OOG2XLnSUO331Vcwb55lYpSMFpGMIHdueOst+OYbmDEjxV3PnLHk89tv2zVaTIz9LE1DfZNIhuU4Dh07duTff/8lNDSUSZMmxQ0THDp0KFXPrabq2bMnO3fu9Ht89957LxUqVAAsIb1169ZE+zz99NMcOXIk7uukDBw4EI/Hg8fj8Vsy+fRpGDXKfvYEBcexm9iNG63CQcloCXB+S0g//vjj3H777cycOZN///0Xx3HS/BKRIHbXXTBggL3mznU7miRdfXXiPq7z58PHH7sRjYhkdEOHWpFzfK+8AinO8Dl2zJa233OP/VwVEckoWrSw1R+PPw4nTya7W9as0KFDwm2rV8OYMT6OTySAvfnmm3x/bjryc889x/XXXx/3Xnh4OJMmTSJr1qwcO3aMdu3aERMT49f4smTJwqhRowgJCeHYsWPUr1+f0aNHs3LlSubNm0fLli0Zc+6buEGDBq5UcSdnyBC79LrmGliyxO1o0mDsWLuBHT/ebnBFApxfWnZ8+umntG3bFoDs2bNzzz33UKtWLQoUKEBIGpbwd7jwykOCVrAvKZCLFBMDzZrBzz/DL7/AueVSgeTECbjySti16/y2ggUtaaSHyyLiTZMm2Q3Ov//a32vVghUrEq7USOTJJ+0GY+NGUCszEclotm2zC7HHH09xmEdkpOVZ4j/Uy53buhjptkIym/Xr11O7dm0iIyOpU6cOS5cuJSwsLNF+r7/+elyrjCFDhtCvXz9/h8r48ePp2bMnZ5IpN65Tpw6zZs2iUDI3XgMHDowbvPjhhx/SMZ2D+tLbsuOPP+xnzdmz57eNGAG9e6frtP6zfLn1guve3cq6JVMI9vxa4p9WPvDee+8BULp0aX766ae4JRsikkmEhMAnn8C119qAhSVLIDzc7agSyJUL3nnH8uaxDh+GZ56BDz5wLy4RyXjatoXbboOnn7bk9IVtgxJZu9bWqL/+upLRIpIxlS8Pzz8PgwZBu3ZQrVqSu2XLBu+9BzfeeH7b8eP2kG/qVD/FKhIAIiMjadOmDZGRkeTMmZNJkyYlmYwGa4MxZ84cFi5cyIABA7j11lupVauWX+Pt2rUr119/PaNGjeLHH39k37595MyZkypVqtCmTRu6dOmSbPz+FhMD3bolTEaHhUGTJu7FlKIDB+weu3ZtDTGUoOKXCun8+fNz7Ngxxo8fT+fOnX19Oglgwf4ERy7R2rVQrx48+CBMmGDTaAJMq1bWphWgfn276bnySndjEpGMa+tWSPE5fXS0/dw8dQrWrIEsWfwWm4iIX0VGQo0aUKQILFyY4nXi//6XuGBgxgy4+24fxygiGd7770PXrgm3PfssvPqqO/GkKCoKbr3VSrrXrIESJdyOSPwo2PNrfukhffbco6VrNAJZJHO75hrrbfXhh/abPgC99RaULWsr4xctUjJaRHwr1UVj48fDypX2s1PJaBHJyLJls4bQixenOshj6NDELdV69rQWbCIiF+uff2wFW3zly8MLL7gTT6qef95uWj//XMloCTp+SUiXLVsWgBO6QhCRDh2st1XPnrBqldvRJFKiBPz1F3TpYp1GRERc888/0K+flQLWr+92NCIivnfTTfDQQ9Cnz/lG+0koWBDeeCPhtt27bYa2iMjFeuop+O+/hNvGjIEcOVwJJ2VTp9rTuaFDE/YxEgkSfkm3tGjRAoAff/zRH6cTkUD35ps2JeK+++DQIbejSSRA2peJSAaRQk4lZX36WHPpFAZ8iYhkOCNGWPPWVAavtW1r+ev43nzTOsSJiKTX99/D5MkJtz34oM39CDibNkGnTtZvslcvt6MRuSh+SUg/9dRTlClThjfffJNN8Ucii0jmlC2bNWqOiLDf8tHRbkckIuITx4/b87eHHrKZM2k2f75NPBw61EoBRUQyi2LFYPBgm/i6fHmyu3k88O67dlkZKyYGHn5Yl5Yikj6nT9si3vjy5YORI10JJ2UnTkCLFlCqVMDOZRJJC78kpPPmzcvcuXMpWrQo9evXZ8yYMRw5csQfpxaRQFW6NEyZAj/9BC++6HY0aXL6tLVyFRFJq/79bRn5Z59BlSowcSKkOk46MhJ69IAGDaBjRz9EKSISYLp3h2uvtT+jopLdrXJla6Ea3+rVtsReRCStBg6EbdsSbhs6FIoWdSWc5DmOtXLbvRumTYPcud2OSOSieRwn1duiNCtfvnyK7586dYoDBw7g8XjweDwUKlSIHKk04/F4PGzdutVbIYrLgn0KqPjA0KHQty98/TU0b+52NMlauNCmLR84YEOMNTNCRFKzfDnUq5cwAX3zzbYkNMVilsGD7c5o7VqoVs3XYYqIBKbVq6FOHWsW/eSTye4WGWkrUeIvxM2d267XdKshIqlZs8Z+1MRfWVG/vs0KDLiZQiNHQu/ettr4vvvcjkZcFuz5Na8mpEN88N3q8XiI1pqrDCPYv2HEBxzHfpn++KPdeFSq5HZECURHW6Hi+PHnt917rz2QFhFJzpkzUKsW/P77+W3h4bB+PVSokMIHt22DK6+Exx6zB3YiIplZz57w0UeWbS5ZMtndFi1KONOrUCH48kto1Mj3IYpI8IqKsmR0/N7zWbPa36tWdS+uJC1aZI3ze/fWNaIAwZ9f8+rorg4dOnjzcCKSGXg8toa9dm3rhbV8OeTM6XZUcUJDrVVHfNOnW0L63LxWEZFEhg1LmIwGK3pOMRntOJZ8KVIEBgzwZXgiIsHhlVesErBXL/jii2R3a9gQOneGDz6wP9V+X0TSYsSIxINQn38+AJPR+/bB/ffDDTfAkCFuRyPiFV6tkBZJTbA/wREf2rAB6ta1th2TJgXUcIZDh6z366FD57cVKwYbN9qwCxGR+DZvhquusmXksa6+GlatgrCUSgGmToWWLQO+hZGIiF9Nngxt28LcuXDbbcnudviwPQiMXyktIpIcx7EfLZ9+en7blVdaC4+sWd2LK5EzZ6BxY9i5E375JQAbW4tbgj2/FmgdcUQks7rySpsS/OmnMHq029EkUKgQvPVWwm1//w1PP+1OPCISuGJi4OGHEyajQ0Lg/fdTSUYfPw5PPAHNmikZLSIS30MP2TL1Rx9NvGwtnoIFlYwWkbTzeOx519SpVmzk8dj1WkAlowH69LGqhi+/VDJaMhQlpEUkcLRubUsye/eGpUvdjiaBBx+Epk0Tbnv/fZg/3514RCQwffCBDUGN78knrZ90igYOhCNH4O23fRSZiEiQ8njgnXdg1y547TW3oxGRDKZFCxuC+tlncN11bkdzgcmT7drwzTfh+uvdjkbEq9SyQ/wq2JcUiB+cPQs33wxbtth6qWLF3I4ozq5dVsh94sT5bRUrwrp1NqxMRDK3/futvc/Ro+e3lS1rS8hTbI3/22+WsR48GPr29XWYIiLBqX9/a9C/fj1Urpzuj8fE2IoVEZGgsG6dZchbtrThrgHU0lICQ7Dn1/ySkP7444/T/RmPx0P27NnJmzcvlSpVoly5cj6ITPwt2L9hxE/+/htq1oRKleCHHyBLFrcjijN6NDz2WMJtffuqYEdEoFUrm70VXyotTy1D0qCBZbHXrg3AdaIiIgHi9GmrDKhQAb77Ls3Jmf37bV7s1VfDCy/4NkQREa/47z+oXRty5ICff7Y/RS4Q7Pk1vySkQ0JC8Fzi05zChQvToUMH+vbtS4ECBbwUmfhbsH/DiB8tXQqNGlkLj6FD3Y4mTnS0DTf++efz20JDYeVKy6GLSOY0c2bi1s9t28Inn6TywfHjren0woXQsKHP4hMRyRBmz4Y777S19Q88kOKujmNtlPr0sdxO1qzw66+2kkVEMifHCYJCY8exPiLz59sQwwoV3I5IAlSw59f8tmjJcZxLeh04cIDhw4dTvXp11q1b56+wRcQt9evD66/b0syZM92OJk5oqPWOjl+0HR0NXbpAVJR7cYmIe44dg0ceSbitYEF4441UPnjggC2x6NhRyWgRkbRo2tQSNb16JeyPlIRNm6BbN0tGA5w5A1272sIUEcl8/vvPOqRNnep2JKkYORK+/tradCgZLRmYXxLS27dvZ+3atdStWxeAmjVrMnLkSBYvXsymTZvYtGkTixcvZuTIkdQ8V2JYt25dfvnlF9auXcsnn3xC06ZNcRyH/fv3c+edd3Ly5El/hC4iburVC+65Bzp0gO3b3Y4mTtWq8PzzCbetXZuG5JOIZEjDh8PevQm3jRwJhQun8sFnnrE/A2gViIhIwHvzTTh+PNX+G1Wq2Jzs+JYuhbFjfReaiASup5+2e7aWLe251r59bkeUhGXLrFihT5/ES+9EMhi/tOw4e/YsN9xwA6tWrWL48OH06tUrxf1HjBjB008/Ta1atVi6dClZz/VTnDBhAl27dsXj8TBs2DB6X3iFIQEv2JcUiAtiH2UXKABLlkC2bG5HBFiVTc2asGHD+W3Zs9ucnYoV3YtLRPzv1CkYONAeSkVHQ5MmMG9eKktCFy60tkTjx9sSCxERSbsRI+yh3qpVKfZMO3UKrroKtm49vy1XLvjjDzh3SyIimcD8+XDTTQm3tW4NU6a4E0+SDh6Ea66BcuXgp58Cao6SBKZgz6/5pUL6nXfeYeXKlbRp0ybVZDTAU089RZs2bVizZg1vvfVW3Pb//e9/NG/eHMdxmBlAS/hFxIfy5YMvv7RMbwA9hMqa1fJI8RNOEREWqohkLjlyWJHzqlXWY37s2FSS0WfOQI8ecP310Lmz3+IUEckwHn/cBhz26GFPApORIweMG5dw24kT1mbJ92VZIhIITp+2cR3x5coVYAvUoqNt+MiZM5YlVzJaMgG/JKQnT56Mx+Ohbdu2af5Mu3btcByHKRc8snrg3PCKjRs3ejVGEQlgNWvCW2/BmDEB9Rj7+uvhscfs65IlYcYM6NfP3ZhExD3XXAOLFkH58qns+MYbsHmzZa5D/DbOQ0Qk48iSBd5916ZKjx+f4q433ZT42d+338Lnn/swPhEJGIMGwZYtCbe9+iqUKeNOPEl65RX4/nv49FO7sRTJBPxyF7Tl3Hd/4VSbKZ4Xu+/W+OurgArnmrr/FzudQkQyh4cfhocesqXtmza5HU2cwYPh2Wetdcfdd7sdjYgEvG3b7M7oySdtHbmIiFyc+vXhf/+zaoB//klx1+HDoWjRhNsefxwOH/ZhfCLiujVr7Ps/vuuvTzyM2lXff2/XhgMGwC23uB2NiN/4JSEdfW4Z1V9//ZXmz8QmsS9scR1yrpIod+7cXopORIKCxwPvvWePslu1sqaAASBXLnvCnjev25GISMBzHLsDKlLEbjxEROTSvP46hIbatLIU5M8Po0cn3HbwoM3PFpGMKSrKapnid/XJmhXefz+AFqjt3Qtt2lgiun9/t6MR8Su/fBteccUVALz99tuJEsxJiYmJ4c033wTg8ssvT/Dezp07gfRVW4tIBpErF3z1lVUYqvmfiLhk6tSLXKjx+ec27fCddyBnTq/HJSKS6RQsaI1gP/kEFixIcdf77oPmzRNu++QTmDXLd+GJiHveeAPWrk247fnnoWpVd+JJ5OxZm6yYNStMnmwP10QyEb8kpNu0aYPjOCxbtoyWLVty8ODBZPc9ePAgLVu25Oeff8bj8dCuXbsE7y84d6FRpUoVX4YsIoGqalXru/rRR/DBB25HIyKZzLZt0L49XH01vPaaVd+kyZEj1qajZUu46y4fRigiksl07GjtOx55xAaCJcPjsXEkF65q69YNjh71bYgi4l9btlgHjPiuvNJaLQaM556DFSvgiy9ABZeSCXmctJQsX6KoqCjq16/PqlWr8Hg8ZM+endtvv51atWpRpEgRAA4cOMDq1auZN28eEREROI5D3bp1WbJkCaHnnhRFRERw2WWXcejQId59910evnBUqgS8PXv2ULp0aQB2795NqVKlXI5IgtbDD1tZy/LlUKOG29Ek4jg2f/G33yxpJSLBz3Hg5pth/vzz2669FhYvhuzZU/lw9+42qGbTJihRwqdxiohkOuvW2RDsl19OdcL0Bx9Y6+n4Hn7YOsOJSPBL6nrN44Fly+C669yLK4EZM+Cee2DECOjd2+1oJEgFe37NLwlpgKNHj9K6dWu+++47O7HHk+R+seHceuutfP755+SN9wh73759fP/99wA0a9aMAgUK+Dhq8bZg/4aRABIRYRMpTp6E1ashTx63I4qzaxf06AGzZ9vf58+HRo1cDUlEvGDcOKuki++RR6wDR4qWLbPqvdGj4dFHfRafiEim1qePlUBv2ADlyiW7m+PAbbfZHLH4Fi2CG27wcYwi4nMTJljv6PgefxzeesudeBLZts0eoN10k/WBSyY3JpKaYM+v+S0hHWv69OmMGzeORYsWcfr06QTvZc+enYYNG9KtWzfuvfdef4YlfhLs3zASYLZsgVq14NZbbalTAPwyj4y0e6D9+89vq1DBCndy5HAvLhG5NLt321LP48fPbytTBn7/HVKcs3z2rN105MhhiWn1BxQR8Y0TJ6BKFeupNHNmiteFO3dCtWr2kbAw6yv73HPWylVEgte+fXa99t9/57eVKWPPqXLlci2s8yIirEjhv//gl18gXz63I5IgFuz5tTB/n/Dee+/l3nvvJTo6mq1bt3LkyBEA8ufPT4UKFeLac4iIpKpiRfjwQ5tS8/bb9ujbZdmy2Q3NY4+d37Z1q93ojBzpXlwicvEcxyqj4yejAcaPTyUZDbYUc+NGu+nQNY6IiO/kymUlkPfdd345fDIuuwxef90qKT/4ICC7v4nIRXjkkYTJaLB2PAGRjAbo1cuy4z//rGS0ZHp+r5CWzC3Yn+BIgOrVy9bML14Mdeu6HQ0xMbbkc9my89s8HlsK2qCBe3GJyMX5+GPo0CHhtk6d0jBXdds2K9N57DEYOtRn8YmIyDmOY4Nj16+HP/5IMQsVEwPR0ZAlix/jExGfWrXKrtE2bLC/t21rY4cCwuTJFtB771njepFLFOz5NSWkxa+C/RtGAtSZM3DjjbZGa80aKFjQ7Yj4809bMRoRcX5bpUrw669q3SESTPbvh6pVE1bbFC9uNzr586fwQceBO+6wIYYbNkDOnL4OVUREQA8DRTK5yEibb/rRRzZgPiBGj/3xB9SuDS1aWKVDALSalOAX7Pm1ELcDEBG5ZFmzwuefWyPA9u2t5MVll18Or7yScNtff8ELL7gTj4ikn+MkvfRz7NhUktEAU6bAvHk2YEvJaBER/ylfHvr3t15p69e7HY2I+Fm2bHYftmlTgCSjT5yAli2hbFm7iFQyWgTwcoV0586d7aAeDxMmTEi0/WJceCwJbsH+BEcC3Jw50LQpDBkC/fq5HQ3R0daiY/ny89s8HliyBOrVcy8uEUmbzz+HBx5IuO3BB+HTT1P54JEjcMUVtnLjiy98Fp+IiCQjMhKuucZ6tC5ZAiHpq8Nav96u466+2ifRiUhm4TjQrh18/bX1E6lSxe2IJAMJ9vyaVxPSISEheM497YmOjk5ye3o4joPH40lwLAluwf4NI0Ggf3949VX46SdLBrls0ya7mYmMPL+tcmVr3REe7lZUIpKaf/6xFd+HD5/fVqiQrbgsXDiVD3frZhXSGzdCiRI+jVNERJKxeDE0bGgrVXr0SNNHzpyxy8jBg2129po1kD27j+MUkYzrvfege3frH/3QQ25HIxlMsOfXwrx5sDJlyiSZeE5uu4iI1w0aZNMEH3gA1q6FYsVcDeeKK+Cll6Bv3/PbNm+GF1+EYcPci0tEkuc4llOOn4wGePvtNCSjly6FceNs0KqS0SIi7rnhBujaFZ59Fpo3T/Vn8p49cOedsG6d/X3jRrteUxtqkcDkODB1KtxzD4R5NbPlJWvWwOOPW0JayWiRRDTUUPwq2J/gSJD4+29bplmlCnz/PYSGuhpOVBTUrw8rV57fFhJiK0ivv969uEQkabFD0OO77z748stU2v6dOQM1a0KuXJaYdvlnj4hIpnfkiF0PNmgAX32V4q5nz9p12S+/nN+mVmsigeuzzyzPW7s2TJxoQ6gDxn//2TVh/vx2TailFuIDwZ5f01BDEcl4ihWzK5SFC2HAALejISwMPvzQZi/GiomBTp3g9Gn34hKRpHk8kDv3+b8XLgzvvpuGGTQjRlifnvfeUzJaRCQQ5M8Pb75pZZTffJPirlmywEcfJbxecxzo2BFOnfJplCKSTv/8Az172terVlkt0pgx7sYUx3HsRu/ff62aQclokSQFbEJ669atfPzxx3z88cduhyIiwahRIxuvPHiwDTt0WdWq1k0kvj//TLxNRNz30EPw++9wyy3293ffTUOrjq1brT9P795Qo4bPYxQRkTRq3RruuAMefRROnEhx1yuvtB/l8f31Fzz/vA/jE5F0cRxrC//vv+e3nTkDRYu6F1MCI0faEMOPPoLy5d2ORiRgBWzLjo8++ohOnToREhJCVFSU2+GIlwT7kgIJMjEx0KwZLF9uUwTP/dtzS1SULQVdvdr+XrMmfPyx3fyISOBxHOv6c+utadjx9tvtKdOGDZAzp1/iExGRNNqxwy64Hn7YkkUpiIqyDh8rVpzf5vHAggU2I1FE3DVpErRrl3Db/ffD55+7E08Cy5bBjTfCk09qYJD4XLDn1wK2QjpWgObLRSQYhIRYxjdXLrtKOXPG1XDCwqy/WY4cNiRn+XIlo0UCmceThmQ0wJQp8N13tlZUyWgRkcBTtqwtSxs16nxlQDLCwqywMf4q+9gV+KkUWIuIj+3Zc75VR6xChWD0aHfiSeDgQbvnvO46GDLE7WhEAl7AJ6RFRC5JwYLwxRc2oaZvX7ej4corrUhn0CDrVSgiQe7IEauCadUKmjZ1OxoREUnOk0/CVVdB165WBp2Cyy+3rm/xbdsGzz7ru/BEJGWOA//7Hxw9mnD72LFpaK3ma9HRNhH7zBkrVNCNnkiqlJAWkYyvbl0YPvz8UBuXuX7BJCIJ/P33JXz42WchIsJ+voiISOAKC4Px42HdOnjrrVR3f+IJa90R3zvvwE8/+Sg+EUnR2LG2IC2+Nm3gvvvciSeBwYOtz9unn0LJkm5HIxIUlJAWkczhscegZUvo3Bm2bHE7GhEJEDt2QOXK1lb0+PF0fnjpUhg3Dl59FUqU8EV4IiLiTddea9eEL75ovwBSEBoKH34I4eEJt3fuDMeO+S5EEUlsyxbo0yfhtpIl4e233YkngR9+gIEDYcCA8xOxRSRVSkiLSObg8cD770ORIpaYPn3a7YgSiYwMkGEcIplEdDR06GCJ6PHjoXr1dFS+RURAly7WJ7BbN5/GKSIiXvTyy9Z0tls36wGQgooV4fXXE27buRN69fJhfCKSQOz12qlTCbd/8AHkz+9OTHH27oWHHrJEdP/+LgcjElyUkBaRzCNvXvjqK/jzT3j8cbejSeC336BOHXjggYDoKiKSKYwcCYsWnf/7zp220jJNBg+GrVvtQVdoqE/iExERH8id+/za/08+SXX3Rx+FRo0SbvvgA/j6a59EJyIXGD4cli1LuK1HjzQOnvals2ft5i1LFpg0SdeDIumkhLSIZC41algDwPfftxHqAWDUKKhd21oaghXs/POPuzGJZHTr1sHzzyfcVrYsvPFGGj68fj289ho895xNKhURkeByxx3WfLZXLzhwIMVdQ0KsdUfu3Oe3FShg20XEt9avtw478VWoAMOGuRNPAs8/Dz//bEtcixRxOxqRoKNfoyKS+XTuDJ062aP19evdjob8+e0Be6zDh62fbSqrSEXkIkVGnh+EHsvjgY8/hjx5UvlwdLS16qhcGfr182mcIiLiQyNH2g//J55IddeyZa2AACyX/fvvcPfdvg1PJLM7cwbatUt8vfbRR5Azp3txATBzpmXFX3st8fRTEUmTMG8f8KWXXvLKcX799VevHEdEJEmjR8Pq1dCqFaxalbDsxc/atoXp0+0Va+ZMmDjR8uYi4l0vvJD4WdQzz8ANN6Thw6NG2c+MpUshWzafxCciIn5QuDC89ZZdiLVpA3fdleLuHTpYEeQdd1hSTER868QJmxn922/ntz39NNSv715MAGzfbj8QmjeHp55yORiR4OVxHO/W4IWEhODx0m9ox3HweDxER0d75Xjivj179lC6dGkAdu/eTalSpVyOSDK1zZtt2vodd8CUKa7eXRw8aCv/Dx48vy1XLrsAK1/etbBEMpyFC6Fx44QrEGrUgBUr0pBf3r4dqlWzCum33vJpnCIi4geOA3feaU8pN2xIwzIZEfEnx7FOi71720qF1atdrgeIjLSK6MOHYc0ayJfPxWAkswv2/JpPWnY4juOVl4iIT1WuDBMmwBdfWF9pFxUuDOPGJdx24oQV7URFuROTSEZz9Ci0b58wGZ01q82hSfXmxnGswXuhQjbQUEREgp/HA+++C0eOwLPPuh2NiFzA44GuXa1IZ8qUAFic1ru3DSL58kslo0UukddbdsyfP9/bhxQR8Z1WreDxx+3iok4de7nknnusRceHH57f9vPPMGRI4mEeIpJ+jz8Ou3Yl3Pbqq1b0nKqPP4bvv4c5c2z5goiIZAyXXWa/DB5/HB566KL7wW7cCFWqeDk2EQECZMXolCkwZow9xKpVy+1oRIKe11t2iKQk2JcUSAZ15gw0bAj799vSq4IFXQvl+HG45hrYuvX8ttBQWLIErrvOtbBEgt5XX9nzp/gaN4YffoCQ1NaL/fOPZRnuvBM++cRnMYqIiEuio22QwL//wq+/Qvbsaf7of/9Bz56Wq/r5Z6hd22dRiohbNm2yVo/Nm9vSOjWSlwAQ7Pk1n7TsEBEJKlmzWtuOEydsPX9MjGuh5M5t1zihoee3RUfbrJ3jx10LSySo7d9v3Tbiy5PHBoemmowGeOIJ+6YcOdIX4YmIiNtCQ2H8eNi2DV55Jc0f++knqF4dJk+267V27eDUKR/GKZKB7d0Lhw65HUUSTp6Eli2hTBl47z0lo0W8RAlpERGwC4xJk2D2bHj9dVdDue66xC06tm2znJiIpE9MjD1n+vffhNvfece+7VM1cyZ8/rkNMSxUyCcxiohIALjySnj+ebsO/PXXNH1k4ULYs+f83//8E3r18k14IhlZdLR1zKleHb77zu1o4nEceOQRG2z91Vdq2ybiRUpIi4jEuuMOuxHp3x8WLHA1lOeeg3r1Em778EO7DhKRtPvnH9i9O+G2Vq1s1UGqjhyB7t3hrrvgwQd9Ep+IiASQfv2sRVOnTnD2bKq79++fuEXHuHEwbZqP4hPJoIYNg0WL4O+/4bbb7MFORITbUQETJtgckbFjoWpVt6MRyVCUkBYRiW/QIGjUCB54wNb5uyQszFrV5s6dcPvDDyesxBGRlBUvDr/8Al262N9LlrRZNGlabdmrl629HjtWyzNFRDKDrFmtAmD9+jStmMuSxRbY5cyZcHuXLokfhopI0n75BV54IeG26dMhMtKdeOL8+qs1iO/a1frxiIhXKSEtIhJfaCh8+qk1ln3wQYiKci2U8uVh9OiE2265BXLkcCcekWCVM6e1Bv3yS/v2TtPc0jlz4KOP4I03LIstIiKZQ61a8Mwz8NJL8Pvvqe5euTK8/XbCbUeOQNu21oZARJJ38qStWot/yxUSYg968uZ1Ly6OHrUldVWqwKhRLgYiknEpIS0icqGiRW1U+pIliZs5+1m7dtC6tbUrmzjRWtkWKOBqSCJBq2VLaNgwDTsePWrVMLfdZsu2RUQkc3nxRahY0X4HpKE4oWNHu16Lb9EiGDLEN+GJZBS9e1vv9fj69YMGDdyJB7C+0f/7Hxw4YP0Ss2d3MRiRjEsJaRGRpDRsaHcRr74Ks2a5FobHY+0FfvsNOnRQ1wARv+jTB44ds0ag+qYTEcl8sme31h1r1sCIEanu7vFYd6fLLku4fdAgWLbMRzGKBLkvv7RLrfhq14YBA9yJJ86oUTB1qv0MqFDB5WBEMi4lpEVEktOnDzRrZmXKO3a4Fkb+/Na+Q0RSd/DgJXba+f57eP99m65TpozX4hIRkSBTt66Vbw4YAJs2pbp7vnzWFio09Py26Gh46CH47z+fRSkSlLZtOz/fI1aOHDB5svVmd83y5XYP2KsXtGjhYiAiGZ8S0iIiyQkJsR6yefNaD7GAGPUsIsk5e9aeId1440U+Qzp+3O6ObrrJJoiKiEjm9tJLVvbcqVOaGkLXq5e4unPnTuje3boAiAicOWPz448dS7h9zBioVMmdmACrarj/fivTTsNQUxG5NEpIA7t27aJPnz5UqVKFnDlzUqBAAerUqcPw4cM5deqU184zZcoUbrvtNooXL0727NkpW7Ys7dq1Y/ny5Wk+xuHDhxkwYAA1atQgb9685MmThxo1ajBgwAAOHz6c4md37tzJ+PHj6dq1K3Xq1OGyyy4jR44chIeHU7p0ae6++24++eQTzp49e6n/qSIZR/78tmRr/Xp4/HG3o0lkzx6YOdPtKEQCw4ABsGKFLY+++mrruZ4uffvC4cNWIa1WHSIiEh4OH3xgv1zeeitNH3nuucTzCj7/3GaBiIj1iF61KuG2du2sPaFroqJsoH1EhH3DulqmLZI5eBwncz+rnTVrFm3atOHo0aNJvn/55Zcze/Zsyl/CevmIiAhatWrFt99+m+T7ISEhDBw4kBdeeCHF46xatYrmzZuzf//+JN8vUaIEM2bM4Nprr03y/f79+zN48OBU461evTozZsygXLlyqe6bXnv27KF06dIA7N69m1KlSnn9HCI+8cEHNtzi/fftzwDw7bc2ROfECVi5Eq66yu2IRNzzww9w660JK9AqVbJnSdmypeEAP/0EN98Mb78NPXv6LE4REQlCTz4J770H69alqYRz926oUQOOHDm/LUcOWL0aqlTxXZgigW7WLLjrroTbKleGX36xIe6u6dcPhg61C8rGjV0MRCTtgj2/lqkrpH/77Tfuv/9+jh49Sq5cuRg8eDDLli3jxx9/pGvXrgD8+eef3HnnnZw4ceKiz/O///0vLhnduHFjvv76a1auXMmECROoUKECMTExvPjii7z//vvJHmPv3r00a9aM/fv3ExYWxjPPPMOiRYtYtGgRzzzzDGFhYezbt4+77rqLvXv3JnmMkJAQatSowaOPPsr48eP59ttvWbVqFT/99BPjx4+nXr16AKxfv54mTZp4tTpcJOh17mxL+B991O4mXOQ48NRT1prg8GGIjLTJ7idPuhqWiGv27bMenfGT0VmywGefpTEZffKktepo2BAeecRncYqISJAaPBhKlLCihJiYVHcvXdpqGOKrXBmyZvVRfCJBYM+exFXQ2bJZQbKryejp0+G11+ylZLSI33i1Qrpz587eOlQcj8fDhAkTvH5csOTwggULCAsLY9GiRVx//fUJ3h82bBjPPPMMAIMGDeLFF19M9zkWLlxIo0aNAGjWrBnTp08nNN6ki0OHDlGrVi127dpF/vz52bZtG/ny5Ut0nI4dO/LRRx8B8MUXX9CqVasE73/55Zfcf//9AHTq1IkPPvgg0TGioqIICwtLMd4nn3ySt84tRxs1ahSPPfZYmv9b0yLYn+BIJhcZCTfcAP/8Y4/xCxVyLZQnn0y8crRjRxsGLZKZREVZYfOiRQm3DxtmM2nS5NFH7Ztn3TqoWNHrMYqISAawcCE0agQjR9qFWBp0726F1d26wZtvQvbsvgxQJHAld702erRdhrnmzz+tZ/Stt8KXX6plmwSVYM+veTUhHRISgseL38CO4+DxeIhOwwCJ9Fq1ahV16tQBoFu3bowdOzbRPjExMVSrVo2NGzeSP39+/vnnH7Kks5fQnXfeyezZswkNDWXHjh1J/gOZMmUKDz74IADDhw/nqaeeSvD+P//8Q8mSJYmOjua2225j7ty5SZ7r9ttvZ968eYSGhrJ3716KFi2arlhjz1WsWDEAWrZsyZdffpnuY6Qk2L9hRNi9G2rWhGuugTlzEo5S96PISKhf3/Li8X3yCbRt60pIIq547jl49dWE2+66C2bMsLmkqfr+e7sJcf2OSEREAl6vXjB2LKxdC1dckerup0/Dd99B8+Z+iE0kgEVF2YzQV145v6Lt3nttVI9rOeATJ6BuXVv1sHIl5M7tUiAiFyfY82tebdlRpkyZFF+FChXCcZy4V5YsWShatChFihQhS5YscdsBChUqxGWXXUaZMmW8GWKcr7/+Ou7rTp06JblPSEgI7du3B+DIkSMsWLAgXec4ceIEP/74IwBNmjRJ9h9HixYtyJMnDwDTpk1L9P7MmTPjkvLJxQpWRQ0QHR3NzIuccpYzZ864ryMiIi7qGCIZWunSMGUK/Phj4jHqfhS7vO3C66bu3WHzZndiEvG3OXMSJ6PLlIGPPkpjMvq//6wdz803Q48evghRREQykiFD4LLLoH17y7ClIjxcyWgRgLAwS0h//z0UK2bfRhMmuJiMdhxrwbNrl7XsUDJaxO+8mpDesWMH27dvT/I1depUcubMSVhYGD169GDVqlWcPHmSffv2sX//fk6ePMnq1avp0aMHoaGh5MyZk6lTp7J9+3Zvhhhn8eLFgCVga9Wqlex+N954Y9zXS5YsSdc5Vq5cSWRkZKLjXChr1qxcd911cZ85e/ZskrGmdpxLiTXWZ599Fvf1FWl46i+SKd18s92QDB5sZZguqVABxo1LuO3kSbjvPvWTloxv9+7EqwGyZIEvvoACBdJ4kCefhGPHbGhpmjLYIiKSqYWH21PPX36xfrMiki433wy//gozZ0L+/C4GMnKkXTROnJim1Q4i4n1+ufvav38/TZs2Zf/+/cybN4933nmHWrVqJeilHBoaSs2aNXnnnXf4/vvvE3zGFzZu3AhAxYoVU+yrHD8pG/uZ9J7jwuOkdJ6oqCj++uuvJI+TN2/euHYaSSlevHhcpXV6Yj1y5Ahr166ld+/ePHpuuXLWrFnp3r17mo8hkuk884ytM2vfHi74nvWnBx6wWWzx/f67VUp7ryGTSGA5e9YGef77b8Ltw4bZyss0mTHDkgpvvWVl1SIiImlRty706weDBllm7SJFRNj4Al2vSWZTtChcdZWLASxcaPdyTz9tlTwi4gq/JKSHDx/OgQMHePLJJ2mchqmlN954I08++SQHDhxg2LBhXo8nIiKCQ4cOAaTaYyV//vxxbSx2796drvPE3z+188T2fUnqPLF/T0s/mPj9Y1LSsWNHPB4PHo+HAgUKULNmTUaOHMnZs2cJDw9n0qRJVKhQIdXzXWjPnj0pvnz1gEHE7zwee6JevDi0aOFqSfJbb0H16gm3TZpkLQ5FMqLnnoOff064rUULePzxNB7g4EF4+GFo1izxuHcREZHUvPgiVK1qhQnnVsSmx9atUK+edY26cLWbiPjQ3r1w//3QsKGteBUR1/glIf3tt9/i8Xi488470/yZ2H1nzZrl9XiOHz8e93WuXLlS3T82IX3ixAmfnSd+7+YLzxN7HF/GGqt169Zs3LiRVq1aXdTnS5cuneIrdpCkSIaQJw9Mmwbbt1uZskslLjly2ECQcwsk4jzxBKxY4UpIIj4zcyYMH55wW/ny6ehD6DjWLzo62rIAmqYuIiLplTWrTZLetAkGDkzXR2fMsPnYa9fa35944vzXIhnFzJmJiwdcd+YMtGxp379TplhjaxFxjV8S0nv27AEge/bsaf5M7L6xn/Wm+MP6smbNmur+2bJlA+D06dM+O0/sOZI6T+xxvBnr4MGDWb9+PevXr2fp0qW8++671KxZk88//5y2bdsmahsiIsmoWtXWW06ZAqNGuRZGpUrWfSC+s2ftmuvgQXdiEvG2bdsSFzRnzQpffgn58qXxIJ99Zk9w3n3XpuqIiIhcjKuusrYdQ4emK/PmODa+IFZkpF2vHTnigxhFXLBxI7RpAzfeCKNHB1Bbmt69Yc0a+OorKFLE7WhEMj2/JKRjq3ZXrVqV5s+sXLkSgBw5cng9nviJ8TNnzqS6f+xgwvDwcJ+dJzLeUq8LzxN7HG/GWrJkSapVq0a1atWoV68e3bt3Z+XKlXTr1o0lS5ZQt25dfvvtt1TPd6Hdu3en+Ir9/1UkQ2nVCp56Cvr0gXhDSP3tnnusHVp8e/bAQw9ZMahIsCtcGG66KeG2N9+0SrM02bcPHn3Umq9f5EogERGROE8/DbVr29PSNLZvu+ce6NUr4bZt2yyBp+s1CXYnTlhb5hMnrDjmscdsCPXZsy4H9skn8M47VkCU5oEjIuJLfklIX3vttTiOw5AhQziYhlK9AwcO8Oqrr+LxeKhdu7bX48mdO3fc12lpbXHy3MVFWlpmXOx5Tsa7gLnwPLHH8WWsYIMlR40aRenSpTly5Ag9evRI9zFKlSqV4qt48eLpPqZIUHjtNWjQwHqSudgrffBgaNQo4bYffrCiUJFglzu3FbUMGWKdNlq3tgGeaeI41lone3Yr1xEREblUYWG2RG3PHnj22TR/7LXX4LrrEm6bMwcGDPByfCJ+FHuptXFjwu3ZsrncHePXX212SMeO9qeIBAS/JKR79uwJwL59+6hbty5ff/01MTExifaLiYlhxowZXH/99ezduxeAx9M8oSjtsmfPTqFChYDUW4IcOXIkLskbf/BgWsQfQpjaeeIPIbzwPLHHSUv7ktjjpDfWWFmzZuX2228H4Oeff2bfvn0XdRyRTCcszNp2hIZa5WUaVjT4MozYZz8hIXbT89BDroQj4nUeD/TrZw9axo9PRwvosWPtbv/996FgQZ/GKCIimcjll9vF1ujR8N13afpIbLupC7sGDB4M06f7IEYRPxg1Cj7/POG2q6+2wmTXRnYcOWIl21WqwJgxmh0iEkD8kpBu2rQpjz/+OI7jsHPnTu677z6KFClCkyZNaNOmDW3btqVJkyYULVqUFi1asH37dsCS0bHJUW+rUqUKAFu2bCEqKirZ/TZt2pToM2lVtWrVJI+T0nnCwsKoWLFiksc5evQof//9d7LH2L9/P8fONSRLb6zxFS5cOO7rnTt3XvRxRDKdokXt7mLlSlvC6XIYJUrA999D376WmBbJSG66ySqm02TTJmur0707pGPAsoiISJr07AlNmljrjkOH0vSRUqXseu3CytH27RNXmIoEuqVLrXthfPny2diOdHY+9Z6YGOsXcuSIy4GISFL8lqJ48803GTZsGOHh4TiOw7///stPP/3ElClT+Oyzz/jpp584fPgwjuMQHh7O8OHDGTlypM/iadCgAWAtLn755Zdk91u4cGHc1/Xr10/XOWrXrh03iDD+cS505swZli9fnugzF8aa2nEuJdb4YqvT4eJaf4hkatdfb01tR42CTz91LYz69WHr1sT9dkUynTNnrDFnmTIwYoTb0YiISEYUEgITJ1qj3IcfTvMUt4YN4Y03Em47ccL6TB896vUoRXxi1y5o0QIurPP75BMoX96dmAB4+WVbHffZZ1CunIuBiEhS/Foz99RTT7Ft2zZef/31uIrorFmzkjVrVooWLUqTJk14/fXX2b59O7179/ZpLPfcc0/c1x9++GGS+8TExPDxxx8DkC9fPho3bpyuc+TOnZubb74ZgB9++CHZlhvTpk2Lq2y+9957E71/9913E3KuvDG5WAEmTpwIQEhICHfffXe6Yo118uRJ5syZA9hgxAoVKlzUcUQytR49rLylSxdYt861MOLNVRUJOqdOQbdukMLCoLR58UX7Ppw8GXwwKFlERASwpWnjx1vPjQ8+SPPHeva0y8b4Nm+Gdu2swFMkkJ06ZQ9QDhxIuP355+Guu1wJycyeDYMGwUsvwW23uRiIiCTH74u4ixQpwtNPP828efPYt28fp0+f5vTp0+zbt4958+bx9NNPU+TCZlo+UKdOHW644QYAJkyYwM8//5xonxEjRrDx3HqpJ554gixZsiR4f+LEiXg8HjweDwMHDkzyPH3OrVuJiori0UcfJfqC0cmHDh2ib9++gCW9u3TpkugYxYoVo02bNgDMmzePr776KtE+X375JfPmzQOgXbt2FCtWLNF5pk6dmmSMsSIiIujcuTMHzv02ue+++8ihm3eR9PN44N13rafgvffCv/+6HVEi556BiQQkx7ECs3HjoFYtOLeIKP0WLIChQ61CplYtb4YoIiKS2L33wv/+B088AX/9laaPeDw25qBmzYTbv/nGfn2JBCrHgc6dYe3ahNtvu81ywa756y8boHPnnfDccy4GIiIp8ThOGtcTZUBr166lfv36nD59mly5cvHcc8/RuHFjTp8+zZQpUxg3bhwAlStXZvXq1eS+oFnlxIkT6dSpEwADBgxINin94IMPMmXKFAAaN27Mk08+SYkSJVi/fj2DBw9m69atAIwdO5Zu3boleYzdu3dTq1YtDh48SFhYGE899RR3nXvk+O233zJixAiioqIoXLgwa9asSTBQEWDHjh2UK1eOihUrct9991GnTh1KlixJtmzZOHToECtXrmTChAls27YNgJIlS7Jy5UpKlChxEf/LJm/Pnj1xAxd3796dKE6RDGXHDrj2WrjmGlsu5up46fMWL7bZHm+/Da1bux2NSGJvvgm9ep3/e9asMGmSzQtNsyNHoEYNW6L50082cFRERMTXTpywa78CBWDJErigqCk5O3faZeOFLahnzICLXPwq4lNDhlgldHyVK8OKFdY/2hXHjsF119nyghUrIG9elwIR8b1gz69l6oQ0wDfffEPbtm3jWmZcqHLlysyaNSvRoEFIe0L69OnTtGzZktmzZyf5fkhICC+88EKyn4+1YsUK7rnnnmQHGxYrVoyvv/6aunXrJnovNiGdFtdffz2TJk2ivA8aPgX7N4xIus2fb0NuHn88cZNAF4wfD488Yj3ewsMtOa3CUQkk8+ZZQUv8BUW5c8OqVbboIE0cxypj5syxdh1lyvgkVhERkSStWGEDPZ57zloGpFHsZWP834GNG8OPP1oltUigmDHDWnXElzev/dNP8/Wat8XE2CqFBQtsyLxrgYj4R7Dn1/zesmP+/Pm0b9+eSpUqkTt3bsLCwvjjjz8S7LN48WLGjBnDpEmTfB5Ps2bNWLduHb169aJy5crkyJGDfPnyce211/L666+zdu3aJJPR6REeHs6sWbOYPHkyTZo0oUiRImTNmpXSpUvz0EMPsWTJklST0QB169Zl/fr19O/fn2rVqpErVy5y5cpF9erV6d+/P7///nuSyWiAMmXKsGLFCl577TXuuOMOrrjiCvLnz09YWBj58uXjqquuonPnzsyZM4elS5f6JBktkik1bgwjR9rrXE96tyxaZG0QYgeOnD5tF5KX3KNXxEs2bID77094Iw5WHZ2ue4rJk2HKFFsDrWS0iIj4W926MGAADB4MS5em+WONG8OwYef/3qKFte5QMloCye+/Q9u2CbeFhNjsQFdzwAMH2jeM64GISFr4rUL61KlTdOjQgWnTpgEQe1qPx8P69eupWrVq3L7Lli2jQYMGeDweNm3aRKVKlfwRovhBsD/BEbkojmP9BD/91LLCdeq4FkaPHvDeewm3X3+9VeRky+ZKWCKADcOpW9c63cT34ovp7EO4Y4e16rj7bhvvLiIi4oaoKLjxRti3D377DfLkSdPHHMeGHJYqZfnsEL+XkImk7J13bBhnfMOGwbnxWe6YOhVatrQ+Iv36uRiIiP8Ee37Nb7/eWrduzbRp03Ach9q1a8cN+0tKvXr1qF69OkCqg/hERAJe7JDDa66xZWT797sWxqhR0LBhwu0//wzdu9sNkIgbIiLsW+PCZPT991uBWZpFRUG7dpA/P4we7c0QRURE0icszJb4HD4Mjz2W5o95PPDRR/Dqq0pGS2B69FHL/+bIYX9v1w6eesrFgNavhw4dbDjOs8+6GIiIpIdffsVNnz6dWbNmATBu3DiWL1/O0KFDU/xMixYtcByHhQsX+iNEERHfypbNrtwcxyYKRka6EkbWrPDVV3DZZQm3T5yYcImoiL/ELiBYtizh9jp17N9lum7GX37ZDjRpkobYiIiI+8qVs3LSjz+2301ppES0BLoWLeySq1UrGDfOxbYyhw9D8+ZQsSJMmKD+NiJBxC+/6j766CMA2rZtS5cuXdL0mVrnpmxt3LjRZ3GJiPhViRIwfTr88ouVFrhUkly4MMycCTlzJtzety98/rkrIUkm9vLL1s0mvjJlbFhOeHg6DjR/vh1s0CBo0MCrMYqIiFy0du2sB0f37rB58yUf7vRp6wAn4rYaNeCLLyB7dpcCiIqyqujjx+HrrxPf3IhIQPNLQnrVqlV4PB5at26d5s8UL14cgIMHD/oqLBER/6tb15o4T5hgFTMuueqqpGcstm8Pixf7Px7JnKZMSdySI1cum0dTrFg6DnTgALRpY9Og1DdQREQCzTvvWFPo1q2tT9VF+vtvaNQImjRJvLJIJNN5+mlYsAC+/BLKlnU7GhFJJ78kpA8fPgxAyZIl0/3ZmJgYb4cjIuKujh3hySft9f33roXRokXiNh1nztiqt02b3IlJMo/ly+1bIb6QEKvSv+qqdBwoJsb6BkZF2XLo0FBvhikiInLpcuWyX3AbN1oS7SKsW2ftrFautOu1e+6B7du9G6bIhRYssEVoAWf8eHjzTXjrLXtKIyJBxy8J6dy5cwNw7NixNH9m69atABQsWNAnMYmIuGrYMCtvadXK1ezvU09Z95D4jhyBO+6Af/5xJybJ+HbsgLvvTtxKfeRIaNo0nQcbMQLmzrWS/3Orq0RERAJOjRrwxhs2dHf69HR//JNPYPfu838/eNCu1w4d8mKMIvFs2GAPPm67DSZPdjuaeBYsgEcesdeFNzIiEjT8kpCuVKkSACtXrkzzZ6ZOnQpAjRo1fBKTiIirwsKsX0GJEtCsGfz7rytheDxWWNCsWcLtO3bAXXfByZOuhCUZXLFicOONCbc98gg89lg6D7R8OTz3HDzzDNx+u9fiExER8YkePWy4defOsHNnuj766quWgI7vzz91vSa+sW+f/Xs7ehTOnoW2bWHIENdG4Jy3ZYt9DzVqZBXSIhK0/JKQbtq0KY7jMGbMGCLS0DNr7ty5TJ06FY/Hw1133eWHCEVEXJA3rzXLPXLEKqXPnnUljNBQ+OwzqF074fbVq+HDD10JSTK47NnteUyPHvb3W2+1ByPpGoz+33/w4INw7bXwyiu+CFNERMS7PB54/327BnzwwXRd+8XWMlSrlnD7ihWuXkZKBnT8uD3oiF+RD3Zv4GpC+r//rIqmUCGbppgli4vBiMil8ktCumfPnuTLl48dO3bQokWLuJ7SF4qIiGDEiBG0aNGCmJgYihUrRqdOnfwRooiIOypUgGnTbJLgY4+5dpWXM6flxsuVO79t0CCtghPfCQ21GU9jx9osmrCwdHzYcaBLF7sx+ewz3ZCIiEjwyJfPMsurVsGLL6bro3nywOzZNh8xvjlz4H//s7EKIpciKgruvx/Wrk24/brrbFRHiF8ySEmIirKhoP/8A99+C/nzuxSIiHiLX36c5MuXj0mTJhESEsK8efMoU6YMTeM1iXz55Ze54447KFKkCM888wwRERFkyZKFyZMnkz17dn+EKCLinoYN4d134b33rK+gS4oWtRuaokVh4kS7R0pXxapIOnk80K2b3WCny9ixMHUqTJigqeoiIhJ8rrsOBg+G116D775L10dLl7aPFCiQcPsnn0Dfvl6MUTKdmBjrJjN3bsLtFSrAzJmQI4c7cQHQuzf8+CN89RWcawkrIsHN4zj+K8f7/vvvadeuHQcOHLCTX5DpiA2lUKFCfPbZZ9x8883+Ck38ZM+ePZQuXRqA3bt3U+rCx/simVmfPjbVbfZsmx7ikhMnbBi8iDc4Dpw+7cWbmF9+gfr1rRTsnXe8dFARERE/i4mBO++032tr1iQue07Fzz/DzTfb79j4hg2zS0qR9HAc6NkTxoxJuL1gQfu35moOeOxY6/P27rvQvbuLgYgElmDPr/l1wUWTJk3Ytm0bb7/9Nrfccgt58+bFcRwcxyE8PJz69evz+uuvs3XrViWjRSTzef11mx5y//2wcaNrYSgZLd40aJDlj//+2wsH+/dfaNkSqleHESO8cEARERGXhIRYWXP27NYE+syZdH38+uut5VVoaMLtTz8NH3/sxTglU3j++cTJ6OzZraWfq8noH3+0TPljjykZLZLB+LVCOilRUVFER0eTLVs2N8MQPwn2JzgiPnfsmGXvTpyA5cutf0YA2bABNm+Ge+91OxIJBmPGnO9DXr68LTGuUOEiDxYTYxN2VqywSrLLLvNanCIiIq5ZsQJuuMGSbaNGpfvjH38MHTok3BYaCjNmWAG2SGpeew369Uu4LUsW+zd0xx3uxATAH39AvXpQty7MmpXOgSMiGV+w59f8UiFdvnx5ypcvz+gkeqOGhYUpGS0iEitPHrvgioiAu++GU6fcjijO6tVw441WwD1rltvRSKD74IOEQzG3bbP77ePHL/KAr7xiTQ0//VTJaBERyTjq1oW33oK337ZBvenUvj0MHZpwW3Q03HcfLFnipRglwxozJnEyOiQEJk92ORn999/QtCmUKQNffKFktEgG5JeE9J49e9i5cydXX321P04nIhLcypSxjO+GDdC2rd1VuGzRIrjpJjh82IZct2wJCxa4HZUEqo8+gi5dEm9/8UXInfsiDjhvHgwcaC8X+6uLiIj4RPfu0K6d/fL8/fd0f7xPH5v5Fl+NGlCtmpfikwzpk08SFg/EGj/eusi45uRJaNbM2tjMmgV587oYjIj4il8S0sWKFQMgPDzcH6cTEQl+NWvClCm2Vu7pp92OhpkzE1a2RkTYdeLKle7FJIFp8mTo1MmG48Q3aNBFtv7buRMeeghuvx369/dKjCIiIgHF47HBbRUqWGnzsWPp/viwYVYtDXDdddYmK18+74cqGcMff9j12oXefBM6d/Z7OOdFR0ObNjZPZ9YsONeOQEQyHr8kpOvWrQvAhg0b/HE6EZGM4a67rJfgyJG2jNNFQ4cm7k944oTlCNescScmCTyff243wxcmo597Dl544SIOGBFh5fh58sCkSbaGVEREJCPKkQOmTrVWBUk92U1FSIi1y3rlFVtYpKJSSUnVqvZvJb6XXoInnnAnnjhPPWWTFL/4Aq65xuVgRMSX/HJn16NHDxzHYeTIkZw9e9YfpxQRyRgefdTWYD75pF2cuSQkBN5/34p24jtyxFp5rFjhTlwSOKZOtYKWmJiE2595xm54PJ6LOOiTT8L69XbwAgW8EaaIiEjgqlTJphROmwYjRqT746Gh8Pzz9hxXJDXPPgvvvGNfP/VUACxEe+ut8/3UmzZ1ORgR8TW/JKRvuukm+vXrx2+//cZdd93F7t27/XFaEZGMYdgwaN4cHngAfvnFtTDCwqwdw623Jtx+9Cg0aaLBOZnZjBn2z/PCdue9etnk9otKRn/0Ebz3nt0p1azplThFREQCXvPm0LevZQu9PLAjMtJaNYjEeuQRWLbMbjcu6nrNW2bMsAvHPn0sKBHJ8DyOk861QBfhpZdeAmDatGmsW7eO0NBQ6tevz1VXXUX+/PkJDQ1N8fMvvviir0MUP9mzZw+lz/WB2r17N6VKlXI5IpEgceoUNG4Mu3bB8uVw2WWuhnL33fDjjwm358wJ334LjRq5Epa45JtvrHL+wgVQjz1mRS4XdXOzahU0bGgl1++/75U4RUREgkZUlFUA/P67/U70wnVfbBesJUvghx/g2mu9EKeIN6xaBTfeaFXRX3yhFm0iaRTs+TW/JKRDQkLwxLsjdRwnwd9TE31hyZUErWD/hhFx1T//wPXXQ9asdjdRqJBroZw+DS1awNy5CbeHh1uBQ5Mm7sQl/jV5svUWv/DXdI8eVth8Ucnoffugdm0oUwbmz4fs2b0Sq4iISFA5dMh+H+bNC0uX2pP/i3ThdVvu3DawWkUEmcPEiVC5MtSr53YkSfjrL6hf3wZ6/vST3UyISJoEe37Nb4+eHMeJe13499ReIiICFC1qU2r+/dcGHp486Voo4eHw9ddWKR3f6dPQrBnMnu1KWOJH334LbdsmTkZ37QqjR19kMjoiAu691z48bZqS0SIiknkVKmRZ4y1b7OnvhUMa0uG11xIWERw/boOpZ870QpwS0N5912Zk3nEHrFzpdjQX2L8fbrsNCha0C0slo0UyFb8kpGNiYi7pJSIi51SqZNne33+HVq0S90nwo2zZ4MsvEw86jIyEe+6xhLVkXLfcYqsr4+vcGcaOvciVlo5j2ex166zMvnhxr8QpIiIStKpXh0mTbLjvyy9f9GGefTbxDJDISKua/vjjS4xRAtZbb51vx3zsmOV+16xxN6Y4R49alvzMGSu4KVjQ7YhExM/UnEdEJNhcey1Mn24NALt0sUSeS7JmhSlT4MEHE24/ezYAqzDEq7Jnt8qq2HmDvXrB+PGX0PZv+HC76f7wQ6hVy2txioiIBLV77rFk9MCBlpi+COHh9ju7RYuE26Ojrfj6zTcvNUgJJI4Dzz8PTz6ZcPt//yVut+eKiAj7d71zpwVUpozbEYmIC5SQFhEJRk2awEcfWVnLs8+6GkpYGHzyid3QxGrTBl55xb2YxD/y5LH7iHfegREjLiEZPXs29O0Lzz0HDzzg1RhFRESC3vPPQ+vW0L49/PbbRR0iWzb4/HP43/8Sv9erF7zwgqs1DuIlZ87YP5MhQxK/99JLdqnlquho6/m2fLlNxq5WzeWARMQtYW4HICIiF+nBB+HAASt/KFbM7iZcEhoKH3xgFdNbttjXGpCdORQufH456EXZuNH+Ld999yUtRxYREcmwPB67uLrhBvt9uWoVFCmS7sOEhdlqpgIFYNiwhO+98oqNKXn7bV3DBaujR62V3o8/Jn7v1Vddr2GxJx6PP24rPadNgwYNXA5IRNzk91818+fPp3379lSqVIncuXMTFhbGH3/8kWCfxYsXM2bMGCZNmuTv8EREgssTT9jVZe/eMHmyq6GEhMB771mxQ9asroYiXvT331aUdeCADw7+7792Y126tJXZ6w5YREQkaTly2ICOyEjLOp45c1GH8Xhg6FAbdHihMWPs0CdOXFqo4n979tjziguT0aGhdn3uejIa7KnHmDEWUPPmbkcjIi7zW4X0qVOn6NChA9OmTQPAObceyOPxJNo3NDSUnj174vF4qFu3LpUqVfJXmCIiwWfIEPjnH+jY0QaC3H67a6F4PJAzZ/Lv//EH5M0LJUv6Lya5eL/+avni3bth7167ycmWzUsHP3MG7r/fktKrVkHu3F46sIiISAZVurRVlzZqBD16wPvv28XXRejbF/Lnh+7dE7bq+PprK1ydOVOtfYPF+vU2H3Dv3oTbc+SAL76AO+90J64Exo6FF1+0pHSXLm5HIyIBwG+lSK1bt2batGk4jkPt2rXp06dPsvvWq1eP6tWrAzD1Igc3iIhkGh4PjBsHTZvCvffCwoVuR5SkPXtswvt118Hvv7sdjaRm+nSoX9+S0QBLl9q9r1f6SzoOdO0KixfbgKby5b1wUBERkUzg+ustEf3BB5c8sOPhh+GzzyBLloTbf/sN6tSxRKcEth9/tAcIFyajixSxW4KASEZ/8on1d3vssQBoYi0igcIvCenp06cza9YsAMaNG8fy5csZOnRoip9p0aIFjuOwMEATKyIiASUszCbVNGgAd90FK1a4HVECR49avnzvXktMX3/9RQ+KFx9zHCu6b9ECTp1K+N78+XDokBdOMnCgDeT88EOr8hIREZG0a9fO5i68+KINub4ErVvDnDlWLR1foUJw2WWXdGjxIceBt96yhZHHjiV8r3Jl+PlnuPZad2JLYOpUW8XZqRO8+eZFV/SLSMbjl4T0R+d+SbZt25YuaVyeUatWLQA2btzos7hERDKU7NltnWWNGnZ1epFT2H2hT5+EVTYnTkDLlrZcNCrKvbgkoYgIu8d9/vnE7zVoACtX2hDDSzJhgo15f/VVeOihSzyYiIhIJvX889b6oEsX+OGHSzrUzTdbLcPll9vfCxa0lh158nghTvGJX36xueYXXkfXrw/LlgXI4rM5c2xwdatWtppTs0JEJB6//ERYtWoVHo+H1q1bp/kzxYsXB+DgwYO+CktEJOPJmRNmzbKr0CZNYNMmtyMCbHBOvXqJtw8dCrfdBvpR7759+6xYOanZmJ062b3uJSej586Fbt2s90ffvpd4MBERkUzM47EBcbfcYsua1q27pMNVqgTLl9tCu2nTAiShKcm69lro3z/htvvug++/twcKrluwwP5d3n67tewIDXU7IhEJMH5JSB8+fBiAkhcxxSomJsbb4YiIZGx588K8edY87uabYds2tyOiYEFLaLZvn/i9n36CmjWt+lbcMWcOXH114k4vHg8MH25FzZc8zHDtWquQueMOGDVKSzZFREQuVZYsNrWuYkXrjbZnzyUdLl8++OYbaNgw+X20si1wDBxohR1gBfNffAHh4a6GZGKfbDRoYEFd2KRcRAQ/JaRz584NwLELmxulYOvWrQAUDIjHeyIiQaZQISuRyJHDKmcu8QbFG8LDYeJEK+a58Lp0zx644QZbzeeVoXmSJmfOwNNP2z3shVXquXLZct2nnvJC7njnTjvJFVfAlCnW81xEREQuXe7c8O23VoHatKkN7vCRkyehVi0YOVLXa4EgNNRWts2aZfMtA6Ijxq+/WvHB1VdbK8Hs2V0OSEQClV9+ZFWqVAmAlekof5t6btpVjRo1fBKTiEiGV7y4jd6Ojrak9D//uB0RHo91a1i4EEqUSPjemTPWzaF9e/jvP1fCy1S2bbPCleHDE79XtqwNw7nrLi+c6MgRuzEJD7cb5pw5vXBQERERiVOiBMyeDbt22ZCOM2d8cpqePa0zSO/e0KyZWq75w969Kc+tLFjQnkMEhI0b4dZboUIFy5Lrmk9EUuCXhHTTpk1xHIcxY8YQERGR6v5z585l6tSpeDwe7vLK3bCISCZVpoz1yjh2DBo3hr//djsiAK6/HtasgRtvTPzepElQvfolz+eRFGzebIUrq1Ylfu/uu2H1aqhWzQsnOnUK7rnHHobMmQNFi3rhoCIiIpLIlVdaRerChdC5M3i59eWkSbbSLdasWXYtsWCBV08j5ziO/W9erZr937lsmdsRpeKPP+xeo2hRmxmSN6/bEYlIgPNLQrpnz57ky5ePHTt20KJFi7ie0heKiIhgxIgRtGjRgpiYGIoVK0anTp38EaKISMZVqZLdLRw9aheK+/e7HRFg16s//GAtIS60Z4/NZOzXz/9xZQaVKtkAw/iyZoW337Z7Wa90yzpzxqq0Vq+2hpSXX+6Fg4qIiEiyGjWyLOZnn8Gjj3q1r8b27Ym37dsHN90EL74IZ8967VSZ3sGDdgnVrp2tGoyJsRWEJ0+6HVkyfv/d/u0VLWrDYQoVcjsiEQkCfklI58uXj0mTJhESEsK8efMoU6YMTeOtK3n55Ze54447KFKkCM888wwRERFkyZKFyZMnk109h0RELl3lypaUPn7cLhj37nU7IsBaCQ8fbvNO8uRJ/H7lyv6PKTPweODDDyF21nDlyjbQsGdPL80ajIqCNm2sZcyMGVCvnhcOKiIiIqm6/34YPx7GjoW+fb2WlH7hhfMzs+NzHHj5ZRtQvXy5V06Vqc2YYVXR06Yl3L51q/WJDjjr1lnBS8mSdt1XuLDbEYlIkPBb2/umTZsye/ZsChcuzOnTp5k7dy6ec3e9X3zxBd999x0nTpzAcRwKFSrE7NmzaXRh+ZaIiFy8SpVsGefp05aUDoBBh7FatYL1663KJlazZtCxo2shZXgFC8Knn9r/xr/8YstuvSImBrp2henT7UnDLbd46cAiIiKSJp072+TBYcNgyBCvHfbWW+G332wV24V+/92eP/fsaZ3iJH2OHoVOnazT2YEDid9v0waeecbvYaXs11/t4r10aUtGqzJaRNLBr3NYmzRpwrZt23j77be55ZZbyJs3L47j4DgO4eHh1K9fn9dff52tW7dy8803+zM0EZHMoUIFq5Q+c8aS0rt3ux1RnDJl4PvvYdQou64dN85L1bqZVEwMvPcefPxx8vs0bGiV0rlyeemkjgO9etn0nY8+gubNvXRgERERSZcnn4SXXoL+/e3iykuKFbMWwa+/bivd4nMceOcdqFrVWoBJ6mJirDf3FVck7NEdq2BB+PJL68SSP7+/o0vBmjVw8802CfvHH6FAAbcjEpEg43EcLzaWughRUVFER0eTLVs2N8MQP9mzZw+lS5cGYPfu3ZQqVcrliEQyqR07bHmdxwPz58Nll7kdUQKRkZDcrwXHgWeftSqSK67wb1zB4o8/4OGHYelSmymzcSMUL+6HE7/wgq0nffdd6N7dDycUERGRZDmOldUOHw4ffGAXT160ejV06WJV00m5916bTxHbIkwSWr4cHn886SHTYKsFx42zhwAB5ZdfbAVcpUrw3XeQL5/bEYlkSsGeX/NrhXRSwsLClIwWEfG3smWtfYfHY5XS27a5HVECKf1amDIFhg6F6tVtIOJ///ktrIC3fz888gjUqGHJaLAloE884YeTDx1qyeihQ5WMFhERCQQej/1efvhhyxx/+aVXD3/ttZZMHToUwsMTvz99Olx/vY2WkPP27rWBhddfn3QyOk8eW8E2Y0YAJqNXrLBk9OWX29JGJaNF5CL5JSF90003cfPNN7Nz5840f2bfvn1xnxMRER8oU8bad2TNCvXr21CSAHfy5Pn+eVFR8MYbNpBv/HiIjnY3Njf9+69VjVeoYMXJF974ffklrF3rwwDGjLHBSf37w9NP+/BEIiIiki4ej/2efuABa0Q8a5ZXD58li/3q37ABbrst8fuPPJK4tUdm9vPPlsudNCnp95s2tUvyjh0DsHXdd99Zm44rr7Sv8+Z1OyIRCWJ+SUgvWLCABQsWcPLkyTR/5vTp03GfExERHyldGhYvhhIlrKHwkiVuR5SiUaMSz2I8eNAKfy6/3JY1Rka6E5sbTpyAwYOhfHnr5Xj6dOJ9ype3ApZrrvFREKNGwaOPnu9VKSIiIoElNNQaFN91l/XRmDHD66coVw7mzIHJk6FwYdtWrBg89pjXTxXUatZMuur58sth9mx7XhBgnfTMF1/Yv58bb7RkdJ48bkckIkHO9ZYdIiLisiJFrI/0NdfY+HQvV854U8+e0K+fFXVfaOtW6NbNboiGD4fjx/0fn78cOwZvvmkV0f37W1uOC2XLZv9brV9vKyt9Ytgw6wfy9NNWrh5wpTwiIiICWCnz55/DPfdAy5Zeb98Bdhnw0EM2u6JLFxgwAHLmTHrfv/+2HHlEhNfDCGjZssGIEef/niePXUKtWwd33OFeXCkaO9Yq7Fu3tmmVOXK4HZGIZAABm5COrabOnj27y5GIiGQCefJYWcttt0Hz5lbeEoBy54YhQ2xo3z33JL3P/v2WH73sMnjxRTh0yK8h+tTvv0OPHlbQ3qsXHDiQeJ/QUKsY37LF/rfy2T3DK69Y/5T+/a08W8loERGRwJYlC3z6qSUWH3jAZ9d7BQtaO7WURkoMHmwzFkuXtrZjO3b4JBRX7NxpSWfHSfr9u++2GpCuXeGvv+yaLqliC9c5jv0f1aOHlbp/9JH9GxIR8YKATUjPmTMHIOimRIqIBK3s2a1apn17aNvWWjEEqAoVbFDO999DrVpJ73PkCLz8srXKbtMGfvzRvzF62+nTUK+eFakk1wHrgQesKum998Bnvz4dB154wV4vv2wvJaNFRESCQ1iYJRY7dLDJeh984PcQtm+3axWwwoHXX7dru+bNrRtETIzfQ7pkERF2GX333VCxIvTpA4sWJb2vx2MLEseNs4WKASkmBnr3tsKDl16ypXkhAZs+EpEg5JPxAp07d05ye//+/cmXyhTWyMhItm7dyqpVq/B4PNx4440+iFBERJIUFgYTJlhpyxNP2F3CoEEBm3C85RabTv7DD/Dqq9Z55EKnT1sxUEiIzWEJVuHh9qzgnXcSv9e0qRWwXH21j4NwHBteOGwYDB2qAYYiIiLBKDQU3n/f+kf8739w5kzK5cxeNnAgnD2bcFtMDMycaa9KlWyoX/PmULVqwF6GEhMDS5fCJ59Yi+ULW6gNGWItl5MS0IMez561niuffGIDMXv0cDsiEcmAPI6T3EKSixcSEoIn3m+N2FN40vibJHb/AgUKsGrVKsqVK+ftEMUle/bsoXTp0gDs3r1bFfAigWzoUEs+duhgZSzZsrkdUaqWL4fXXkt6Vs+8ebY88kKOA9HR7t8YREbCTz/Z9PXkZgP+8YcNNgdLsDdvbsUrDRr4IUDHscGFo0bBW2/B44/74aQiIiLiM45j/SLeesuvv9tnzYKRI9O2ei22crp5c1spFgjXaytWWCX35MmptxpZvTr51XwB6b//oFUrWLjQEtKtW7sdkYgkI9jzaz5JSJctWzZB8nnnzp14PB6KFy9OlhR6Dnk8HrJnz07x4sWpV68ePXr0oESJEt4OT1wU7N8wIpnO5MnQuTNcdx1Mm2aV00FgwwZb/vnZZxAVBcWLw+7dVhCU1L716kHDhtCoETRuDDVqJL2vN50+Db/9BmvWWGX33Llw4oS9t3mzVQcl5cEH7easWzfru+gXZ89adcyECdYzpFs3P51YREREfMpxrInz0KHWhuv55/1WkrxxoxXgfvRR2oZRFyxoldPDh/s8tDhnzthqvAUL7Hpt2TK7hktNeLj1iO7b12Z/BIVt2+Cuu2zi5LRpdmEsIgEr2PNrPklIXyi2Ynr9+vVUrVrV16eTABbs3zAimdLSpTZBMF8+K2mpXNntiNLswAGYMsWqiXv2THqfd95J/F6+fFCnjiWFK1Y8/ypXLv2F4qdOWRy7d8PatfDLL5aE3rjRKrOTMmyY9R4MCCdOwP33W8PuCROsb4iIiIhkHI5jw4pffNEmI7/zjl9LkY8fh0mT7LQbNqS8b7Nm1tYjKXv22H9K4cI2GsUb3n0XHnkk7fs3bmytue+7z2aGB40gvt4XyayCPb/ml98yDRs2xOPxkDNnTn+cTkREvKl+fVubeNdd5yulg6RiokiR1FefJtV3+r//bCnmd98l3B4SYlXJBQtaYrpRI+sPmJRbbrH2G6dOpT/umTMDJCH9999w5502An72bGjSxO2IRERExNs8HhtWXLq0lfXu3WtP9HPl8svpc+e2hVjdu8PixdaPecYMSzBfKKX2Fw8/DHPmnD9mkSKWnC5SxJLDkZEJXxER9ueBA3aZc9VViY+ZlkveKlUsCd2mjQ3TDjqffgqdOgXdikgRCW5+SUgvWLDAH6cRERFfKV/e1ii2amWNmN97zy5cg5zjWIu8tIqJgZ077QXWCiQ5kZHpT0Z7PHD99dYn0XFcHuKzaRPccYetVV282PqYiIiISMbVsaP1l7jvPsvEzpoFRYv67fQej7VQa9gQ3n7bVpbNmGGv336zfWrWTPqzjmOr0GIdP26vrVvTdu4tW5JOSF9xBRQrZs/o48d59dVw003WSq1mzcAdvJgix7HBJQMH2syYceMga1a3oxKRTMIvCeny5cvj8XiYN28eFStWTNNndu3aRaNGjfB4PGxN628RERHxnXz5rHzkscesr/Sff8Lgwb5vtuxDHo/d4CxcaJXS8+fbDUlapdS+o0iR1D8fEmI3OjVr2n3fXXf59b4veUuWwN13203pwoVBWu4jIiIi6XbrrfYgumlTe0o+Zw5cfrnfw/B47PqoZk0YNMiGB86cCXXrJr3/vn1W6Xyxkks5eDyWeF6/3tpxNG5sCfMCBS7+XAHh9Gno0sWqo4cMsT7iQZlVF5Fg5ZeE9I4dO/B4PJw5cybNnzl79mzc50REJEBkyWLN9CpXhqefttKVyZOhUCG3I7toJUpYdcuDD9rf9+yxNnqbN1tyOvaV1E1OehLSWbOeTz7XqmV/1qgBAdfN6quvoG1buwmdPt0eRIiIiEjmcfXV1nfsjjts8vPMmdbCzUVly6bchm3jRquRSG4+R2pSKkj4+OOgrr9IbNs2q4LftMn6o7Rq5XZEIpIJ+W9SgYiIZAweD/TubesaY9cpfvWVTQHMAEqVgtatE28/dsyqZ7Ztszl/kZE29DA5Tzxh/QRj+xfmyRPghSeOY9MUn30WHngAPvww/RMcRUREJGO47LLzg+5uvhk++AAeesjtqJJ1yy3WZey//6yI4OBB+zP265Mn7bImWzYbeBj7dbZsdo1WvXryx85QyehvvrEL1EKFYPlytWQTEdcEbEL66NGjAOTIkcPlSEREJEm33GIV0q1aQYMG8OabNpEmoLOuFy9PHrjmGnulxRVX+DYerzp+3NqwfPUVPPccvPyy9RMRERGRzCt/fpvw3KWLTexbtQqGDrUVcwEoJMRaaRQoEGTXYf4QFQUvvgivvmrDSiZO1Co4EXFVwN5tTpo0CYDLLrvM5UhERCRZpUpZj+Hu3eHRR63i4uRJt6OS9PjzT2vIOHcuTJ1qfcGVjBYRERGwEuKPP7Ypg6NHW0FC/Al/57blSQABAABJREFUEvgOHIDbboPXX7eXWrKJSADwSYX0TTfdlOT2Tp06kTOVZpmRkZFs27aNAwcO4PF4uPXWW30RooiIeEvWrDBqlPUc7tIFfv0Vpk2zPtMS2L7+Gtq3h5IlrepJ5UQiIiJyIY8Heva03tKtWtkwjK++sms/CWzLlsH998PZs/DjjzZFW0QkAHgcx3G8fdCQkBA8Hg+Xeujy5cvz888/U7hwYS9FJm7bs2cPpUuXBmD37t2UKlXK5YhExKs2bLAhKXv3WguPzp0zbAuPoBYdbcs2hwyBFi1s2Wbu3G5HJSIiIoFu/35LSq9cCW+9ZavkdK0XeKKirBp64EBbCffFFzbJW0QyjGDPr/mkQrphw4Z44v1SWrhwIR6Ph1q1aqVYIe3xeMiePTvFixenXr16PPDAA6lWVIuISAC58kqrtH3ySauWnjkTxo+3yX4SGA4dsj6QP/wAr70GzzyjG0kRERFJm+LF4aef4Kmn4JFHLDE9ZgyEh7sdmcT66y9bAbdypQ2rHjgwYPt+i0jm5ZMK6QvFVkyvX7+eqlWr+vp0EsCC/QmOiKTDjBnQtat9PX68DVARd82eDf/7ny3bnDLF+kCKiIiIXIxPPoGHH4ayZa3PdO3abkeUuTkOjB0LffrYg4OPP4Z69dyOSkR8JNjza36ZWtS+fXvat29P/vz5/XE6EREJBM2bw++/W3/Be+6x9h3HjrkdVeZ04oQtqb3zTuv/uG6dktEiIiJyadq1gzVrIGdOu94bNMgeeov/7dsHTZta1Xq7djbTRcloEQlgfqmQFokV7E9wROQiOA58+CE88QQUKmT9im+80e2oMo9ly2zZ5v79MGIEdOumFh0iIiLiPWfPwiuvwODBULOmVU5ffrnbUWUOjgNffgk9etig8QkTLDEtIhlesOfX/FIhLSIimZjHY9XR69ZB6dI23btzZzh40O3IMrYzZ+C55+CGG6BwYauU0eAhERER8bYsWaw6etkyOHoUrrkGRo+GmBi3I8vYtm2DZs2gdWto3BjWr1cyWkSChk+GGqZFdHQ0R44c4fTp06RWpF2mTBk/RSUiIj5TrhzMnw/vvw/9+sHXX8OQIdZnOjTU7egylrVrLen/++/w0kvQty+EufYrX0RERDKDOnXsGqRvX3jsMZsn8t57UL6825FlLBERMHQovPqqFR1MnQr33quiAxEJKn6tkD506BADBgygRo0aZM+enaJFi1K2bFnKlSuX7Ku8fnmJiGQcoaHWMuLPP+3CuUcPuO46WL3a7cgyhsOH7X/TWrUgKgpWrIDnn1cyWkRERPwjRw54+22YNw82bYKqVeHFF+HUKbcjyxjmzoVq1eDll60d3saN0KKFktEiEnT8lpBetmwZ1apV45VXXmH9+vVER0fjOE6aXiIiksEULmw97pYutdYSdepYIvXIEbcjC07R0TZVvXJl+PRTeOMNGzJUs6bbkYmIiEhmdOutlpB+6il4/XWoUgWmTbOex5J+u3fDfffBHXdAmTLWCu+112ygpIhIEPJLQvrw4cM0b96cAwcOkDNnTp588kkGDhwIgMfjYcKECQwfPpwHHniA8PBwPB4PDRo04MMPP+SDDz7wR4giIuKGevXgl19g5EiYPBkqVrSblpMn3Y4seCxbBrVrW0K/eXPYvBmefNL6OYqIiIi4JWdOG3S4YQNUr24J1VtvtapeSZvDh60FyuWXw88/W+HBjz9agl9EJIj5JSE9evRoDh8+TLZs2fj555954403uO++++Le79SpE7179+bTTz9l69at3HjjjSxdupQ//viDDh06+CNEERFxS1iYLTn880944AF44QWoUAFGjbIeeZK0XbugQweoXx9CQuwm5YMPoGhRtyMTEREROa9iRfj2W/jmG9i+Ha66yiqnDx92O7LAdfQoDBhgM1jGjLH/vTZtggcfVHsOEckQ/JKQnjNnDh6Ph86dO3PllVemuG+xYsWYNWsWFSpUYPjw4fz000/+CFFERNxWvDi8845V+DZtCr16QaVKMG4cnD3rdnSBY9s2GwRZsSLMnm3/+6xYYb24RURERALVXXfZwOVBg2zYYdmyVv174IDbkQWOkyetFUe5cja4sFs3u/Z7+WXIk8ft6EREvMYvCektW7YAcMstt8Rt88R7qhcdHZ1g//DwcHr16oXjOIwdO9YfIYqISKAoW9YqfTduhBtugO7d4YorbFtmrpjevBk6drQ+0TNnwpAhVmXUtasNixQREREJdNmzw3PP2TXMY49Z9W/ZslYBvH+/29G55+hRGDECype3IZAPPWSJ6GHDbPaKiEgG45eE9LFjxwC47LLL4rZlz5497uvjx48n+sy1114LwIoVK3wcnYiIBKTYAX2//QY1asD//gelSkG/ftauIrP44w9o08Z6BX73HQwfbjdxffpArlxuRyciIiKSfoUL28P1nTvh6adt2HW5cvD447Bnj9vR+c+GDfDII1CyJDz7rFWR//UXjB5tqwdFRDIovySkc527YY6KiorbVqBAgbivd+zYkegzEeeq4A5o+Y6ISOZWvbpNZd+8Gdq1s0qacuWgRQv46aeMOa09IgKmTIEmTaBaNVi82Hpqb9tmAwtz5HA7QhEREZFLV6CAtfDYsQP694dJk+w67777YM4cuGA1dYYQFQXTp8PNN9t13vTplpTftcsS8/EK+UREMiq/JKQrVqwIwK54FW358uWjWLFiAMyfPz/RZ5YtWwZAzpw5/RChiIgEvEqVYORI2Lv3fK/p2Av5t97KGNU069bZgMeSJW1oTUQEfPghbNkCjz5qy1xFREREMpp8+SwhvXOnta746y+bKVK2rA283r7d7Qgv3ebN8MorNry7RQu7zvvsM/tvHjBAFdEikqn4JSFdt25dAFatWpVg++23347jOAwdOpTNmzfHbV+5ciVDhw7F4/FQu3Ztf4QoIiLBIlcu6yu9fr1VSF9xhVWVlC4N9erBG2/YhX2w2LcPxo6FOnWsNcmUKdaeZONGq4zu0AGyZnU7ShERERHfy53b2nb89husXAl33mmrxMqXt0KESZPg33/djjLt/vgDXnoJrroKLr/cBhbefDP88gssXQoPPKDrPBHJlDyO4/u1zt9++y133303FSpU4K+//orb/vvvv1OzZk2io6MJDQ2lRo0anDp1is2bNxMdHY3H42HWrFncfvvtvg5R/GTPnj2ULl0agN27d1OqVCmXIxKRDOG//+Dbb+Grr2DuXIiMhNq1oWVLq66pWhVC/PIMNnVnz8KyZbYMde5cu+EKCbE4//c/u/HKksXtKEVEREQCw6lTdo03YQIsWmTXTXXrwh13wO23Q61agXWd9+uv8M03FvPGjZZkv/tuuy697TYID3c7ShHJAII9v+aXhPTZs2fp2rUr0dHRvPTSS5QrVy7uvQkTJtCjR48E/aVjDRo0iBdeeMHX4YkfBfs3jIgEgePHYdYsuwmYPRtOn7ZloNdfbxXU9etbNbK/WkKdOmXVMb/8AvPmwQ8/WIyFC9tN1O23w623QqFC/olHREREJFjt2WMP9OfMsWuqY8fsmuq22+CWW+Caa2z1nL+qjv/7D37+2aqdly61qu5Tp+zas3lzS0I3aQLZsvknHhHJNII9v+aXhHRq/vzzTyZOnMiGDRuIioqiUqVKtGvXjmuvvdbt0MTLgv0bRkSCzKlTsGLF+ZuEn3+Go0chNNRuWKpXt8E58V/FiqW/ysZxLMl84IBVwvz2m/WDXrfOeiDGxCSs5rnjDqhZM3CqeURERESCzdmzdm03Z469fvvNtmfJAlWqWJuM2Nfll1viOkcO8HjSd57oaJthsn17wteaNVZ04DhQpIgVPcQWP9SqpVYcIuJTwZ5fC4iEtGQewf4NIyJBLibGbhyWLrW2GZs22Q3FwYPn98mWzQbo5MtnX1/4yprVks+HDsHhw+f/PHv2/DHy57d+0PFvhKpW9V9VtoiIiEhmc/SozRiJLQpYt87+fuLE+X2yZ4eCBW1lWuyfOXJYu7cLX2fO2HXezp0Qf0V38eJWxHDllZZ8rl/fBhWmN9EtInIJgj2/poS0+FWwf8OISAZ14kTCipcdO2wJaHI3J7lzJ7yRif2zUCGrwClZUjclIiIiIm6LibHrur/+SlhIEP/PU6eSLkLIls2KDOKvpLvsMvWAFpGAEOz5tTC3AxAREXFdrlzWvqN6dbcjERERERFvCQmB8uXtJSIiAcMvzSs3b95M+fLlqVy5Mvv27Ut1/71791KxYkUqVKjAzp07/RChiIiIiIiIiIiIiPiaXxLSn3/+OTt27KBixYqUKFEi1f1LlixJ5cqV2bFjB1OmTPFDhCIiIiIiIiIiIiLia35JSM+bNw+Px0OzZs3S/JnmzZvjOA6zZ8/2YWQiIiIiIiIiIiIi4i9+SUjv2rULgKuuuirNn6lWrVqCz4qIiIiIiIiIiIhIcPNLQvrAgQMA5MqVK82fid3377//9klMIiIiIiIiIiIiIuJffklI582bF0hfcjl23xw5cvgkJhERERERERERERHxL78kpCtVqgTA3Llz0/yZOXPmAFChQgWfxCQiIiIiIiIiIiIi/uWXhPRtt92G4ziMGzeOjRs3prr/hg0bGD9+PB6Ph9tvv90PEYqIiIiIiIiIiIiIr/klId2jRw9y5sxJREQEN910E998802y+86cOZNbbrmF06dPEx4ezqOPPuqPEEVERERERERERETEx8L8cZJChQoxduxY2rVrx4EDB7jnnnsoV64cN9xwA8WLF8fj8bBv3z4WL17M9u3bcRwHj8fDu+++S9GiRf0RooiIiIiIiIiIiIj4mF8S0gBt2rQhOjqaRx55hFOnTrFt2za2b9+eYB/HcQDImTMn7777Lm3btvVXeCIiIiIiIiIiIiLiY35p2RGrffv2/PXXX/Tt25fq1asDloSOrYi+6qqreP7559myZYuS0SIiIiIiIiIiIiIZjMeJLUt2QVRUFP/++y8ABQoUICzMbwXb4pI9e/ZQunRpAHbv3k2pUqVcjkhERERERERERCR4BHt+zdUMcFhYGEWKFHEzBBERERERERERERHxE7+27BARERERERERERGRzMvVCmnHcfjss8/48ssv2bJlCyEhIZQrV4577rmH9u3bExKifLmIiIiIiIiIiIhIRuH1hPSJEyd4+OGHAWjRogUtW7ZMcr9Tp07RvHlzfvrppwTbf//9d7755hveffdd5s6dS/78+b0dooiIiIiIiIiIiIi4wOsJ6aVLlzJlyhQ8Hg8DBgxIdr/u3bvz448/4vF4SGqu4urVq3nooYeYM2eOt0OUADFqFBQuDFmznn9lywa5ckHBglCgwPlXtmxuRysiIiISvBwHjh+HAwcgMhKuvDLp/davh2+/Tbzd44GcOSF3brtWi33lzm2vokXtfRERERG5eNHREBqa9HvffANbt8KZM3DwoH/j8javJ6QXLFgAQM2aNbn88suT3Gft2rVMmjQJj8dDSEgITz/9NF27dqVEiRKsWrWKJ554grVr1/Ldd9+xaNEiGjZs6O0wJQAMG5b2fXPmtMR08eLQsye0a+e7uERERESCzX//wZYt8NdfsG0b7N9vr7//ttf+/XD6tO1brJj9PSlr18Jzz11cDLlzw/LlULVq4vdiYuz8SlqLiIhIZuQ4lkTeuRN27Ur85z//wOHD8PDD8NZbSR9j3LikCweCkdcT0itWrMDj8XDnnXcmu8+HH34Y93Xfvn155ZVX4v7eoEEDvv/+e6pWrcrBgweZMmWKEtLCyZP22r3bbriS0727/Vm1qlX+VK1qN10ej1/CFBEREfGLyZNh3jxLQG/ZAocOJb9vGGcpyj8UZz9F+YciR47CeyesZPr4cThx7utTp2iwzWFSEseIIYST5OQ4uTlBLo6TO+7ro+Tlb4qx73gJCuQtDCQu69m6FSpXtuKCSpWgYkX7e40acM01VmEtIiIikhHs2gUbNpx//fGHvU6cSP2z//6b/HtZs3ovRrd5PSG9/1y5xbXXXpvsPt999x0AWbJkoU+fPoneL1CgAF27dmXw4MGsWrXK2yFKkLvssqS3Ow58+qndT8WXPz9cfTXUqWOvunWhZEmfhykiIiJy0aKjrbI5uWuWNWvgk0/s6+ycphpbqMRfVGYzFdlCSfZSgn0UZz+FOEQI8VrkRYLzSAie2H4bsb03cuQg/L8QiidxvlCiyclJcnOcXJyI+zPBcQGnTIhll4sXt1epUlCpEkePVaYyldm+vxz792dl0aKExy9WzK7XrrnG/qxZEypUUFGBiIiIBJ+bbrKH8Rfj8OHk38tI7Wy9npA+cOAAACVKlEjy/UOHDrF582Y8Hg/XXXcd+fLlS3K/G264AYAdO3Z4O0QJELfean1xzpyxXoaxfx47Zt+Ax44l/bkyZZLevnt34mQ0wJEjMH++vWKVKHE+QV2/viWpM9I3toiIiASX06dh1SpYssRey5ZBkSKweXO8nSIjrcxm7Vq6rlvLHWyiEn9xGbvidvmPvPxFJfZQiiU0YD/F4177KMHfFONkaF72H8lOrtyJs72b5sNbbyaOLzraVqvFFlOfOAEnjjtEHz9FXucIxfibqvn28/Hr+2HfvvM9Q5Yvh08+4dpTp/gTiCKUHZTlLyqxkSqsoSZrqMmff1/O3LmhzJ17/pyFC0ODBvbq0MFmjIiIiIi45eRJu077+Wdbld+qVdL7XXnlxSekU6qQrlYNbr7Z8lfR0bZaLlh5PSF94lz9uSeZcoYVK1bEfV2nTp1kj1OkSBEAjiWXlZSgN2GCFc0k5+xZa8/x77+WoD50CPbutSWeSfnjj7Sfe98++PprewGEh8PYsdC+fdqPISIiInKxIiJg8WL44Qf7c/Vqu/aJFcZZ8h1dS8Qbq8n+xxorif79d9spJISy5a5gPVWZTBs2U5m/qMQWT2VylS1EhYoeypSxquPixeGac38WK2av8PDkK48bN7ZX2nhwnJwcP56Tf/4pZcUEtZLYzXHo33kfSyZaBXdsJXdzZtCbkQCcIpzfqBGXoF5FbX4/WI3p00OYPh0efDAd/+OKiIiIeEFkpD1b/+kne61Ycf567Z57kk9IV60KM2cm/V5YmOXCypSxDgCxf5YoAYUKpdzG7Lnnzs/62LMHSpe+6P8013k9IZ03b14OHz7Mnj17uOaaaxK9Hz8hXbNmzWSPc+bMGQBCkxstKRlelixWGVO4cNr2r1QJXnvNEtMbNsDGjXDqVNo+e/o0lCt38bGKiIiIpMRxrNp53jyYOxcWLDg/ZBCs7UY9VnADi2nIIuqxjJycIqZvFqhezXpYdOlif151FaFZcrCotz2ob1XRroPKlvV/b0GPB/LksVdKOz0/piTb+pTkr78asWULzP4Lhv4O2389SqVTv55LQ6+hEQvozlhCieEI+VjMDfxR4AaK72oIhWraBWI8f/4JixbBbbclv4pOREREJC0cBzZtgm++ge+/t2roiIik9125MvnjVK0KefOen28WO+OsShVLPCvVCR7HcZzUd0u7hg0bsnTpUh555BHefvvtRO/XqVOH1atX4/F42LlzJ6WSKZGdMWMG9957LyVLlmT37t3eDDGRXbt2MWrUKGbNmsWuXbvIli0bFStW5P777+eRRx4hR44cXjnPlClT+PDDD1m3bh1HjhyhWLFi3HDDDTz66KNcd911aTrG4cOHGTVqFF9//TU7duzAcRzKlSvHPffcw+OPP07BFNYyRkVFMX/+fL777juWL1/Opk2b+O+//8iZMyfly5fnpptuokePHlSoUMEr/71J2bNnD6XPPcLZvXt3sv//e0NMjE0rXbfOlsCuWGF/Hj2aeN/wcGvtkVTbjoMHrb1I06bQrJm1+QgJ8VnYIiIikoFs2mST0ufOhfid6EKJoi4ruIM5NGIBdVhJVs7GJWFjXw+PuYbOPTJuX7HoaFvSunYt/Pqr/fnnmpOUObiahiyyV9gyskWdghw5oF49K+Fu2hRq1OCllz0MGGDHqloVbr8d7r0Xrr9eN3siIiKSurNnbbXaN9/YKz2tNnbvTnrlf1SUXYf4chaGP/NrvuD1hPRLL73EwIEDCQ8PZ+XKlVx55ZVx782fP5+bb74Zj8fDVVddxdq1a5M9Tv/+/RkyZAiNGjXip59+8maICcyaNYs2bdpwNKksJXD55Zcze/Zsypcvf9HniIiIoFWrVnz77bdJvh8SEsLAgQN54YUXUjzOqlWraN68edzgyAuVKFGCGTNmJDlQ8uDBg1SpUoXDKXVHB7JmzcrQoUN54oknUtzvYrn9DRMTY9PoV660BPWSJfDbb9CkCZybtZnIRx9Bx47n/16kCNx5J7RoYYnqjDTlVERERLzrl18g9tKsMAe4nbk0ZTa38h0FOMIhCjKfxizkRpZ4GhJaoxr1bwihQQObc5EZBzE7Dmzffr6fdtMmZ7mnzBorhV640F4nTkDx4nwTfQcfHbiD72nCMfLGHaNYMVtK26IFNGqUqLBaREREhA8/hF69ki5cTE5YGNSubc/In3wy5Va0vuR2fu1SeT0hvW/fPi6//HJOnTpF7ty56datGxUrVmTjxo289957nD59Go/Hw7vvvsvDDz+c7HGuueYa1q1bR+/evRk2bJg3Q4zz22+/Ua9ePU6dOkWuXLno168fjRs35vTp00yZMoXx48cDcMUVV7Bq1Spy5cp1Uedp06YNn376KQCNGzfmiSeeoESJEqxfv54hQ4aw9dzjl/Hjx9OlS5ckj7F3715q1arFP//8Q1hYGL179+auu+4C4Ntvv+WNN94gKiqKokWL8ssvv1DygruX+P9Qr776apo3b07dunUpWrQoR48eZc6cObz99ttEnFuL8N5776X4/8/FCsRvmEOHrE915cpJv9+yJUydmvR7+fPbjc4DD9jNTpjXm+CIiIhIoDt50lZPhYcnfs/Z8Adv1P+Khke/oTarAVhJbeZwB3NoSkida7mpSSgNG8J116XS+kLMmTOwZAkR0+ewdfRsruQPzhLGMuoxk7v5ipbs4rK43fPnh7vvhvvus9YeKiYQERERsFZqt9+e8j4ej3VMa9wYbrrJhi3nzu2f+FISiPm1dHF84IMPPnBCQkKSfHk8HqdOnTpOVFRUsp9fu3at4/F4nJCQEOfbb7/1RYiO4zhOo0aNHMAJCwtzli1bluj9oUOHOoADOIMGDbqocyxYsCDuGM2aNUv0333w4EGnTJkyDuDkz5/fOXLkSJLH6dChQ9xxvvjii0Tvf/HFF3Hvd+rUKdH7e/bscZo0aeL8/PPPyca6fPlyJzw83AGcvHnzOseOHUvff2wa7N69Oy7O3bt3e/343hYR4Ti5cjmO1eqk/CpSxHEeecRxFi1ynOhotyMXERERX4qKcpzvvnOcdu0cJ2dOxxk//twbMTGOs36947z4ouNUqeI44JzKmsf5jNZOWz52qhX5x+nY0XGmTHGcQ4dc/U8Iejt2OE7r1o5TPc8OpxvvOjNo5pwmm+OAs4LaTh+GOpexPcH1WsGCjvPoo46zfLn9XyUiIiIZ15kzjjN7tuOcOpX0+8nlfEqVcpzu3R1n+nTH+fdfv4acZsGWX7uQTxLSjuM4n3/+uVOiRAnH4/EkeDVr1sw5lMrV9/333+94PB4nd+7cTkREhE/iW7lyZdz/cd26dUtyn+joaKdKlSpxyeIzZ86k+zxNmzZ1ACc0NDTZfyCfffZZXCzDhw9P9P7ff//thIaGOoBz2223JXuu2267Le5cf//9d7pjdRzHeeqpp+JimTZt2kUdIyXB9g0TFeU4ixc7zjPPxN1TpulVtqzjDBrkODt3uv1fICIiIt7022+O06eP45QokfB3f7taGxznhRcc54orbEPevI7Tvr3jzJzprF0e4bz2mn1WSVDvi4qyBPOLLzpOnSrHnNZ85nxFC+cU2R0HnJVc6zzN604ZdiT4/+z1192OXERERHxhwwbHeeopKxwEx/nqq+T3bdHC9rn2WsvjrFkTHNdrwZZfu5DXW3bEFxMTw8qVK9m5cydZs2blmmuuoWzZsql+bs6cOcTExJA/f37q1avnk9ief/55hgwZAsDy5cupW7dukvu99tpr9OvXD4DvvvuOJk2apPkcJ06coFChQkRGRnL77bczZ86cJPc7c+YMhQsX5tixY9SrV4+lS5cmeH/8+PFx7TOmTJlC69atkzzOlClTePDBBwEYN24cXbt2TXOssWbNmhXXCmTYsGH06dMn3cdISbAvKdi61Zrcf/UVXPB/U5LatoVPPvF9XCIiIuI7R4/CpEkwfrzNnohVgMM8wBQ6MpHarCYmd15CWtwDrVrBLbckPS1ZfG7zZpg2DeZ8eYJia2bRii9pymxycJofuYmJdGQaLVj9R06qVHE7WhEREfGGY8dgyhT44AObGRZfy5bw5ZdJf27zZsiVC0qU8H2M3hTs+bUQnx48JITrrruO1q1bc++996YpGQ1wxx13cOedd/osGQ2wePFiAHLmzEmtWrWS3e/GG2+M+3rJkiXpOsfKlSuJjIxMdJwLZc2aleuuuy7uM2fPnk0y1tSOcymxxoqNF+z/P0moQgVrWr9kCezcCcOGQQr/fPjf//wWmoiIiHiR48CqVfa7vEQJ6NnTktFhnOVOvuVLWrKf4rzJk+yjBPd5pvH5qH9g4kSbfqxktGsqV4Znn4WFv+Ri2M7W7H3zK+6ue4D2fIQHh09oz4GQYlQZ1tkGJcbEJPj80aOwaZNLwYuIiEiaOY7lZzp0sIHG3bolTkYDfPstHD+e9DEqVw6+ZHRGkGkzjhs3bgSgYsWKhKUwie6KK65I9Jn0nuPC46R0nqioKP76668kj5M3b16KFSuW7DGKFy9OnnOTcNIba6yFCxemOebMrkwZ6NMHVq+2J2ovvwxVq55/v3x5aNgw6c+eOWOVOxc8exARERGXHT8O771nD5zr1LEqm1OnoBzbeI2+7KY039KMimzhGYZy25V72TpiBqP33suDHZWEDjRlysATT8APy3MxYEt7Fg/8iRvLbGf9bU/DwoVw441QsSIMHgz//APAhx9ClSo2vGjKFIhXryEiIiIB4NQpeP99uOYauOEG+PhjOH06+f1r1IB9+/wXn6Qu+UxsBhYREcGhQ4cAUi1pz58/Pzlz5uTkyZPs3r07XeeJv39q54kts4/9XNV4mc3Y46Sl/L506dJs2LAh3bEC7N+/nw8//BCAQoUK0bhx43QfY8+ePameIyOqVAn694fnn4dffrGb18svh+SKzKdNgwcfhJIloXt36NoVihb1b8wiIiKS0G+/2U1NbAVNCNHczlweYQx3MIej5OUjOjC7cEeu6XQ1XdpBtWruxixpV6ECDBgAL75YlqioFyHsBSur+uADS0gPGoTTsiWrlj4C1GfBAg8LFkDhwtCjBzzyiK7XRERE3LRtG4wZY7+6jxxJed9ixaxyulMny89IYMmUCenj8er0c+XKler+sQnpEydO+Ow8OXPmjPv6wvPEHietsSZ1jNQ4jkP37t3jzvXCCy8QHh6ermNAwsR6ZuTxwLXX2islo0fbn3v3wgsvwEsvwf33WzuQ1D4rIiIivnHllVCgAGQ7fpDOfEB3xlKOHfxCTR72vM/JZg/Q8ZEcPHYLhIa6Ha1cLI8HsmQB8NgTiBtugDfegIkTiRgxhsl7b6Av1RnDI0yiLQcP5uKll+C11+Chh+x6rUYNl/8jREREMpnvv4fbbrM2HckJC4O77oLOneGOO+zvEpgyZcuOiIiIuK+zZs2a6v7ZzvUAPJ1S/f8lnidbvD6DF54n9ji+jHXIkCHMnDkTgMaNG9OzZ890fV7Sbu3axAMRz56FyZOhdm246SaYMyflH7IiIiLifWGbfufbwp3YQykGMYCF3EjzYiuY+/JqXt7bmc9m5OC225SMzpDy54devZgx9E9a5vmOrVTgHR5lHyUYQW/KsJMzZ6xF+NVXw803Wz/KC9pPi4jI/9m77/ga7y+A45+bHRESK/Zesaq2WkVtSpUOW39abWmpUatWtSilVKtG1e5ArdqjpbTUJvYmQWLFTGQ+vz+O7Jvp5iaR8369nte97rO+QZLnOc/5nqNUKqlXTxIHzCleHCZNAh8fWLUK2rTRYHR6lykD0k5OTpHvg4ODE90+otFfcjOGk3Oe6M0EY58n4jipNdalS5cycuRIAIoWLcrPP/+c4oaG3t7eCS779u1L0XGfJ0FBkFC/zr/+gpYtoVIlqYOUhH92pZRSSiXBo0cwZUqspsOGAdu3SxpNxYqUu76VL53G0auZD3nWL2ClTw1GfGYiX740G7ayorc62bD0ZhOe/LyKt2peZgYf0YMFXKAES+lEFQ4C8OefcrPr6SnThvV6TSmllEpdTk5S7jS6Fi1g/Xo4dw4GD9bSWhlJpgxIu7q6Rr5PSmmLx48fA0krmZHS80Scw9x5Io6TGmNdv349PXv2xDAMPDw82Lp1a4KNExNTsGDBBJd8ejdHrVqSIX3woEwjifbcIobjx6XeUfHi8PXX8XeEVUoppVTC7tyBMWOiGhL/9BOcOvZ0elKVKvDKK3DjBixZgs3lSwzy+5Qlm3LRsqVmQ2dGjo7S62P53kK8euxLRnT1ZpDdNGqxl4NUYzuNaMEGTIRz9qw84ChRAr79VhtWK6WUUil186b05ho0KP5t3n9fsqQ/+QTOnoUNGyShL4U5lSoNZcp/MicnJ3LlygUk3oTP398/Msib3PrI0ZsQJnae6E0IY58n4jiJHSP6cZIy1h07dtChQwdCQkJwd3dny5YtlCxZMtH9LOavvyQjadcu2LsXDh0CLy+4dAnu3Xvu50BWqQLz5smUkgkTiDfz6to1edJXtKj02wkIsOowlVJKqQzr+nW5qSlSBMaOleY3zgTwMdPxqFMCunSRVJqtW6WmVufOYG9PtmxpPXKVXlSsCD8scmH4tb4sGXWO/2VbjguP2UArvKhIFxZjSyg+PvDDD/oAQymllEouX18YODAq5jFjhuQJmFOkiKybOhVKlbLqMK0vLAzu3oULF+DYMclq3LMH/v4btm2TmFoGlmkrqnh6erJr1y7Onz9PaGgodvEUlzl9+nSMfZKjXLlyZo+T0Hns7OziBIXLlSvHwYMHuX//Pr6+vvFmMN+4cYMHDx4kaaz79u2jTZs2PHnyhKxZs7Jx40YqVaqU6NdkUd26JbzeZILs2aWmn5ubvHp4QMGCUKBAzNe8eTNsgaCcOWHoUHnCt3SpZEOfOhV3u7t35QfzgAHWH6NSSimVkVy9CuPHw/z5UaUUXHjE+8xiMJPJyR1+C+zEq7sH4VrHytc/KkPKkwdGjbXlybAO/PrL6/zw5W5evzCJxXRjNGOZwDBeHtQVG5vEe74opZRSSpLvJk2COXMgWgs2goNl1tGECeb3S0J7tfQrOFgyJnx85C8g+uvNm5Kc6e8vr0/je8+rjBnBs4C6deuya9cuHj9+zMGDB6lZs6bZ7Xbu3Bn5vk6dOsk6R/Xq1XFwcCA4OJidO3cydOhQs9sFBwezd+/eGPvEHuvixYsjx/Pmm28+01iPHTtG8+bNefToEU5OTvzxxx/xfv2pat8+yJVL5jYGB8trUJAUeIz+TRjxeveufOPu2yffsNF/YtnYyKOy0qWhTBl5jVgKFcoQ8zccHaWER48eUgNp8mRJHo/u008hmaXMlVJKqUzj2jW5eZk7NyoQ7coD+vA9A5lCdu6zgB7sbzyMd74ojmuttB2vynicnKBHTxPde9Rj8+Z6/G/4YVoe/oJ59MIYNw5ChkLPnnJhF01goF7DKaWUUgDe3jBxIvz4Y/w9GGbNgtGj4y9xmq6FhsLly1JT5MwZeY1YYlc+cHGRJMuIhMsKFaISMqO/urhIJN7BAezt5fXWLahRw/pfn4WYDMMw0noQaWHfvn2RQdjevXsza9asONuEh4dToUIFTp06hZubGzdv3sTe3j5Z52nZsiUbN27Ezs6OS5cuxSjjEeHXX3/l7bffBmDSpEkMHjw4xnpfX18KFChAeHg4zZo1Y9OmTWbP1bx5czZv3oyNjQ3Xrl0zm0l99uxZ6tevj5+fH/b29qxevZqWLVsm62t6Fj4+PpHlRLy9vc3+fSSJYUiAOuJJko8PnD8f9Q1/4UJUET8nJ/mmfvHFqKVSJciSxUJfVerZu1d+UK9ZA7lzSzUTFxfz24aGZtgkcaWUUuqZ+PrK78tZs+TZNkA27tOP6fRnGi485if+x+m2Q+g1rggVK6bteNXzZdcuCD/qRYPdX8KyZZA/PwwZIp2XnJw4fhwaNID+/aFfP7QkjFJKqUzpxg344gtJHIiv54KdnVRU+/RTaRyc7t2/D0eOSOm3iNdTp2LGo6InTBYvLkmTEQHobNmkOkAKWCy+llaMTKxevXoGYNjZ2Rn//vtvnPWTJk0yAAMwRo8eHWf9/PnzE1xvGIaxffv2yG1effVVIzQ0NMb6W7duGYULFzYAw83Nzbh7967Z43Tt2jXyOMuXL4+zftmyZZHru3fvbvYYV65cMQoVKmQAhq2trdnjpDZvb+/IcXp7e6feiUJCDOP8ecPYsMEwpk41jG7dDKNiRcOwtTUMMAwbG8Pw9DSMzp0NY8YMwzh0yDBi/dukJ4cPG8aaNfGv9/ExjAIFDGPSJMN4/Nhqw1JKKaXS1O3bhjF4sGE4O8uvdzCMLDwyPmWicQd3IwAn41ubfsaQLj7G+fNpPVqVKZw6ZRhdu8q1ZsGChjF3rvHGa8GR/z9z5DCMCRMM4+HDtB6oUkopZR137hjGp5/GvF6LvdjZGca77xrGxYtpPdoEPHliGP/+K4GX1183jOLFo74AR0fDqFZNvogZMwxj61bDuHLFMMLCUm04VouvpRKLZkgvWrTIUoeKoVtitYZT6PDhw9SpU4fAwECyZs3K8OHDadiwIYGBgfz666/MmTMHgNKlS3PgwAFcXV1j7L9gwQJ69uwJwOjRoxkzZozZ87z99tv8+uuvADRs2JD+/fuTP39+vLy8+PLLL7lw4QIAs2bNonfv3maP4e3tTdWqVbl16xZ2dnYMHDiQ1q1bA7Bu3TqmTJlCaGgouXPn5tChQ3GejNy5c4fatWtz7tw5AD799FO6du2a4N+Pu7s7BQoUSHCb5ErzJzhPnsCJE/LU6vBhKQp/6JA8vcqaFWrXhjp1ZKlVSz7LAN5/H2bPlvf58sGoUdLxPZkJ/UoppVSGcu6cZM+EhYE9wbzLXD7jC3Jyh3k273Gtxwg++DwfFr6cUSpxZ8/KXONff+UspRjF5yzjDYynPeXz5JHrtXffzeC1MJVSSql4PHoE06ZJOdL4yiHb20vsYuhQqcKarty9C//+C7t3wz//wP79MhUvSxaoXh2qVImahV+2rNWnrKd5fO0ZWTQgbWNjgymFqebxMZlMhIaGWvSY0f3xxx906dIlshlgbKVLl2b9+vVxGg1C0gPSgYGBdOjQgQ0bNphdb2Njw8iRI+PdP8J///1Hu3bt8PX1Nbs+b968rF692mw96B07dtCwYcMEjx9b9+7dWbBgQbL2SUy6/IYJDIQDB+QHTMTi7y9t0mvWhKZNoUkTqc2TDmtinD8vN+Oxv02KF4exY6FTpwxRQlsppZRKkV49QglduITRjKUwV1lq6srZt0fTe2Ixnl5yKJVmFg04gvs3I2nDOo5SiRF8yXpaAXLPVKIEfPkldOyo12tKKaWeL3v3Ss6fOY6O8lD2009JP9drT55I8HnrVlkOH5bP8+WLSlysUwcqV04X2X/pMr6WDBa/7DEMw+JLamrTpg3Hjh3jk08+oXTp0mTJkgU3NzeqVavGV199xeHDh80Go5PD2dmZ9evXs3TpUpo0aUKePHlwcHCgUKFCdOrUid27dycajAaoWbMmXl5efPbZZ1SoUIGsWbOSNWtWKlasyGeffcbx48fTpjlhRufsDPXqySO5P/6A27cli/q77+QHz7Rp8kMnZ0547TX44QepUZ1OrF8fNxgNcPEidO0KVavC9u3WH5dSSimVqgwDVq9m5u6KLKAnh6jKmPZe1L+4gC+WajBapQ/dplamyNE/GFb/H/xxZx1t+Ic61GE3IJeUb70lORB//pnGg1VKKaUsqFYtaNMm5me2thKIPncOZsxI42C0YYCXF0yZAs2bSwPBJk1g4UIoXx4WLJBf1NeuwfLl0gyievV0EYx+Hlg0Q/rKlSvxrvP396d3797s37+fChUq0L17d2rUqIGHhweGYXDz5k3279/PwoUL8fLyokaNGsyePRs3NzeKpLu8fZVSGfIJTliYZFBv2SJPyfbskQiwpye0bStLjRppmtayfz+MGCHDi0/LljBpkvxcVUoppTKKv/6CmTNh6dJopQ3274eBA6Wb3CuvsK7OBDy7VqNEiTQdqlIJOnTQYOWH23ht31Cqcojfac9QJnKeUpHbNGsmDTorV067cSqllFKWcuyY/E4zDHkA+/nnUKpUorulnpAQ+PtvWLMG1q6FK1ckSbF+fQlGN20KFSqkuNGgNWXI+Fo0Fg1Ixyc4OJg6depw6NAhxo4dy4gRI+It7WEYBuPHj2fkyJFUq1aN3bt346CF1Z4bGf0bBoCHDyXleM0aWLdOMqrz5oVXX5XgdKNG0kk1Dfz1FwwfLlNjzLGxkfpMn38uQ1ZKKaXSq3PnYNAguVcAmbjUp9Vl+UX3yy9ys/D11xLBUyoD+XtHOH/2+pl3LgwnHzeYyYeMYyR3yAXIPfA778AXX+j1mlJKqfTt3Dn46ScYPz7+GO7UqRImSbOHrQ8fwqZNEsNZvx7u3YOCBSV+8+qrEoxOoxjOs8jo8TWrBKSnTJnC4MGDeeONNyKb+yXmrbfeYvny5UycOJHBgwen8giVtWT0b5g4wsKkyP2aNbB6tUznyJoV2rWTx39Nm1p9OodhSOWRYcPg5Enz27i4SK2mQYOkHr9SSimVXvj7w7hxEoAOCZHPsnOPcc4T6Bs+HZO7u0TqevSQeZ9KZUCGAWt/C+T8R9N59/Z4wrHhS0Ywg48IQm6Ku3WTWcNKKaVUenP7tiS6/fCDTCD/7Td44420HlU0AQESGPn1V9iwAYKD4YUXoma5v/hihsiCTkhGj69ZJSBdtWpVjhw5wvr162nevHmS9tm8eTMtWrTgxRdf5ODBg6k8QmUtGf0bJkGGIRHg33+XH3qnTkGOHNChgwSn69e36o1zaCjMnw8jR4Kfn/lt3nxThqqUUkqltdBQmD0bRo+GO3fkMxvCeI85jGMkzgRytOmnvPT7QHn4q9RzIDQUfp5+i7BRY+kaMAsfCjKIr1nn8DpnzprQyoVKKaXSk9BQCUKPGiWJxhGKFZMQiKNjmg0NgoKk1Oovv8gUu8ePpbzqm29C+/ZQtGgaDs7yMnp8zSpFby88bQDn4eGR5H3y5MkTY1+l0j2TSQo0jxolTRGPHoX33pMfiI0aSbX+Tz6Rz63Azk6aBZw/L0OKnQltYyN9HJVSSqm0tnmzJK307RsVjK7PTg5RhR/4kC1Or/L7hHNUXzdag9HquWJnB90G5uaNm98x5+MTnLStyAo6cjJvI4o88Err4SmllFKRtm2TshsffxwzGA1w6RLMmpUGgzIM2L0bevWKKqV6/LiUeDt/Hv77DwYMeO6C0c8DqwSkI5Kwz507l+R9Ira1QgK3UpZnMkGlSjBhAly8KI0Q33gDfv5ZfoJXrSpzke/eTfWhZM0KY8dKbaf//S9qVsq772rDHKWUUmnr4kWZNdm8eVSZqUJc5VfeZCcvE2jKwoyu+2jl+xPdhubXpubqueXiAh9OL8OL3n/ww6sbKeJ4Qy7U+vaNc724bx/cupU241RKKZX5XLwIr70mPf9OnIi73tERhgyB7t2tOKhr1yTeUqYM1KsHf/4JffpIMPrYMQlIa7frdM0qAWlPT08Apk2bRnh4eKLbh4eH880338TYV6kMy2SCWrVg2jTw8ZF60xHZ0vnyyfSRzZulHnUqyp8ffvwRjhyRXybjxsW/7aVLUXU7lVJKKUsLCJDZO+XKRTUtdCKQUYzlNGWpxy6+rbaIPGf/4aNF1cmePW3Hq5S15MsHH6xpju3xYzBpEixeDKVKwcyZEBrKo0fw+utQujR8/71MnVZKKaVSw+PHMGKEXK+tXm1+mzffhDNnYOJEcHNL5QEFBcHy5dCyJRQuLEGNWrXgr78kG/qLL2TWusoQrBKQ7tq1K4Zh8N9//9GuXTt8fX3j3dbPz4/27dvz33//YTKZ6NatmzWGqJR12NvLFJLVq6Oe6J04IalhxYrBl19CAt8fllCpEqxcCblzm18fHAwtWkCVKvD336k6FKWUUpnQ+vXg6Sn3EEFBAAZtWc0pPBnOeJZ5fMyljWf4eH9Xipe0yqWqUumPgwMMHAhnz0qz7L59oWpVlnz4Dz4+MlX66Ufs2pXWg1VKKfU8MQxpjeXpCePHR1yvxVS5ssQLfv2V1O93cOECfPopFCggM8/v3ZP6IL6+sGgRvPyy1CRVGYpVmhqGh4dTv359/v33X0wmE46OjjRt2pTq1auTJ08eTCYTfn5+7N+/ny1bthAUFIRhGNStW5cdO3Zgo/+xnhsZveh6qjAMOHAA5syBpUslNfn11+HDD2XqiZU7v37zjZRYitC1K0yeDMkoAa+UUkrFa8EC6NlT3hfjIt/yMa1Zz1aHltwfM432Q0rpPYVSsR04QOD/+uB8bB8/0ZMhfMVtorILOneWhOr8+dNwjEoppTK8c+fgo49kErc5uXJJkPqdd8DWNhUHEhYGGzbIDKHNmyX9umdPqT1atmwqnjjjyOjxNasEpAEePXpEp06dWLdunZw4niBbxHDatGnD0qVLyaqNa54rGf0bJtXduwcLF8oP3bNnZbrJhx9Cly6QLVuqn/7mTZkCev9+zM+zZZPZLx98IM13lFJKqZQKD4eXawdRf99kRvAlt8jN1tbf8vqitri5W/chrFIZyY1r4Wx4bS6v7R8GwFAm8iO9MJ5OenV1leu1Dz/U6zWllFIpM3EiDBsW93M7O5mZM3p0KpfmuHkT5s2D2bPhyhWoXl1+sb35Jjg7p+KJM56MHl+zWv5J1qxZWbt2LWvWrKFFixY4OztjGEaMxdnZmRYtWkRup8Folem4uUG/fnD6tLSwLVNGWtgWLChpy5cvp+rp796VyiGxPXggw6heXfozKqWUUills30rW3wrMpqxrCrUjwd7T/G/P9ppMFqpROQrYMP/9vXm9KrT/O3eljn0Zg+1eZFDADx8KJeRNWpI40OllFIquQYMkDBEdI0bS5/Ab75JxWC0l5ekXRcqBJ9/Do0ayS+zffugRw8NRj+HrJYhHVtYWBgXLlzA398fwzDIkSMHJUqUwDZVc/5VWsvoT3DShI+PZEzPmiWpy6+/Lr8latVKldOFhsIPP8Bnn0kg2pzeva3UtEAppVSG5OMD69bB++9H+/DGDejfH5YtgwYN8PpgJhXeKGftylRKPRdCQ2HNoF2UnfEhZcNPMpMPGcGXPERm1JlM8v03frxerymllEqebdugSRMpAzV1qpRtTpXrNcOQchxTp8LWrVIj+uOPoVcvyJEjFU74fMno8bU0C0irzCmjf8OkqcePpWD/N99IYafatSUw3a5dqszL9PWVvgGLF5tfny8fzJgB7dtbvcy1UkqpdCo0VH43jBoFjx7Bzp1Qv2649EkYOlQatU2dKgVv9ZeHUs/s5rUQ/nrtW1rtH8093PiIGazmtcj1Hh4wZQp06qTfckoppURYmCQe164d/zaLF0uowdU1FQYQGCj9s775Bk6elA69AwdChw5gb58KJ3w+ZfT4mraMUSqjcHGRIs6nT8PateDoCB07ynyaWbPgyROLni5vXol/79wppaxju3FDfl+89ppkwimllMrcDh6U0k4DBkgwGuDrnicIr1tPfn916CC/w7p00ciYUhaSp4A9b+4byMllJ7iQtTKraM9KXqMAcnHm5yffcu+8k8YDVUpleidOnOD999+nZMmSODs7kzt3burXr8/s2bMJDQ195uPv3LmTCRMm8Nprr1G+fHk8PDxwcHAge/bsVKxYkQ8++ICDBw9a4CvJ2A4ehJo1oUEDOHEi/u26dk2FYPT9+zBhAhQtCu+9Jw2s/v4b9u+Ht9/WYHQmY/UM6QcPHrBixQr27NmDr68vAQEB/PTTTxQpUiRym+vXr3Pv3j2cnJwoXry4NYenUllGf4KT7hw6JC3Vly2TFJgBA2R+poV/c4SEwLffSsZbQEDc9a6uMH26NL1VSimVuQQESIObqVOlYSGAI08YzniGMpFHuYuRY/kcufNRSqWa4CCDDe+soPbPH+FMAMOYwCzeJxxb1q+Hli3TeoRKqcxq3rx59OnTh6CgILPra9Wqxbp168iZM2eKz1GwYEGuXbuW4DYmk4m+ffsybdo0bGwyV37mo0cwcqTc10dcr9WtKwloqf5X4ecH06ZJKdInTyRwMGgQlCyZyid+vmX0+JpVA9Lff/89I0aM4OHDhwAYhoHJZMLLy4ty5cpFbvfLL7/QuXNnnJyc8PHxIYfWjnluZPRvmHTr3DkJTC9cKJnUfftKV5tcuSx6msuXpcHtxo1x1y1YAN27W/R0Siml0rnt2yXB5eLFqM8asIPZ9KYYl9j84jBe+mMYOQs4pd0glcpkrh67x8lXh9L8ymz2UpPVLecycX3FtB6WUiqT2rx5My1btiQ8PBwPDw9GjBhBzZo1uXv3LnPnzmXlypUA1K9fn7/++ivFgeIyZcpQrFgxateuTalSpciXLx/ZsmXD19eXffv2MXv2bPz8/AAYMmQIEydOtNjXmN6tXy+T1by9466bMwfefTeVTnz5Mnz9NcybJ2VGP/gAPvlE6n+qZ5bR42tWC0iPGTOGcePGYRgGjo6OVKxYkQMHDpgNSIeHh1OoUCF8fX2ZNWsW76bad4eytoz+DZPu+fhIitrs2fLn3r2lEHTevBY7hWHAb79JvPvmTfmscWPpQaAzsJVSKnPw95fElp9+ivrMlQdM4lPeZzYHs9TFNHs2VbqUi/8gSqlUtWvCbgqMfY9iYecwjRgBw4dLHXellLKS0NBQPD09OX/+PNmyZePQoUOUKFEixjZ9+vRh5syZACxcuJBu3bql+Fx2CfRWunPnDjVq1ODixYvY29vj6+v73Cc/3r4t/aSXLjW/3tNTAtJ161r4xOfPwxdfwJIl0lm3Xz9JmnN3t/CJMreMHl+zyhyFw4cPM27cOAC6dOkS+YQq3kHZ2NCxY0cMw2Dr1q3WGKJSz4eCBSUgfeVKVKSgWDEp5eHra5FTmEzw1ltw6pTUI3R2lhLWGoxWSqnnn2HAihVyAxM9GN2UzRynAl1YwsbW31Pxzk4NRiuVxuoNq0uxe4cxDRsGX34J1apJ8dCnDAP69JHynUoplRpWrVrF+fPnARg2bFicYDTA5MmTcX8aqJw8eXKKz5VQMBogZ86cvPfeewCEhISwZ8+eFJ8rvTMM+PVXuV4zF4x2dJR48ZEjFg5Gnz8PPXpA2bKwZQtMniyxiZEjNRit4rBKQHrGjBkYhkHt2rVZtGgR2bNnT3Sf2k/bfXp5eaX28JR6/uTKBWPHyhSZIUNSJTCdI4fMvDl3LuHSTz/+CHfvWuSUSiml0tC1a9LItmNHKQUI4IY/83iHzTTH160svluP0+KPD3Fwylx1GZVKr0xOjvD559IwytZWOlkNHw5PnrB0qZTzbNBAWpDcv5/Wo1VKJccvv/yCyWTCZDLRu3fveLe7evUqbm5umEwmSpcuzePHj602xtWrV0e+79Gjh9ltsmTJwhtvvAHA8ePHOXfuXKqNx8XFJfL9kydPUu08aenaNWjXTnoE3r4dd33jxnD8OIwYYcFJM7ED0VOnwoULUp4j2t+5UtFZ5W5h586dkcXjk6po0aIAiRalV0olwM0NxoyJCkzPm2fxwHSBAvGv27xZ6lF5esIvv8iTWqWUUhnPzp1QrhysWRP1WWv+4ATleZ3f+avTXKrd3kzJV4qm2RiVUgmoXBn27ZPrwq+/JvSFKizuszdy9ezZcb/HlVLp29tvv03nzp0BmDNnDmvMfAOHh4fTrVs37t+/j52dHUuXLo0RlE1tu3btAqS+c94Eykg2iNb4ePfu3akylvDwcJYtWxb557Jly6bKedKKYcDcufKzfO3auOvd3GD+fCm1abFegvEFoj/+WKZSK5UAqwSkb9y4AcgPoaRydHQEiLcLq1IqGcwFpkuUkAwZf/9UOeXjx5JtA1JrulMneVL79MeBUkqpDKRSJciSRd7n4A6L6cIfvMq1PC/y+L8TNFzaCxtbrd2kVLpmbw+ffQaHDuH3KCsbHtRhMoNwIhCA69flWq1jR4vlLSilUtnMmTMjk/l69eqFb6xv3smTJ7Nz505A+npVr17damN79OgRPj4+QOLB3+jrT506ZbExhIWFce3aNdatW0ejRo0iA+SNGzemfPnyFjtPWrtyRTKf33sPHjyIu/611+DkSYkdW6TUpo+P9KvSQLR6BlYJSDs8nQcQEhKS5H0igthubm6pMSSlMid396jAdL9+MH06FC8OEyZIBNmCvvxSThPd2rXyxHbxYs2WVkqpjMTdHb77DtrzOycpR2vTev77cCHVbqwjf42M1UBFqUyvQgXyXvyXPa9OoC/fcZQXqENURmL0OvF6vaZU+pYtWzYWL16Mra0tt2/fpmfPnhhPv3EPHz7MqFGjAKhbty5Dhw41e4wxY8ZElv5I6RIRFI/Ox8cnciyJNVuLaMwG0pztWUWMy87OjoIFC9KmTZvIwHzlypVZsGDBM58jvdm/P+5nHh7yM33lSsiXzwInuX0bBg6UFOvff4evvtJAtEoxqwSkI374nDhxIsn7bNmyBYCSFptLoJSK5O4O48fLL48uXWD0aMmYnjEDLDQr4cMPoW3buJ/fuwfdukGbNlLfSimlVAZw8ybtf3uD3+mAT6HahHudpOb33TDZaFa0UhmRraMdddd8yp1tRwh1y8Xf1Gc6H5MFSVC4dw/+9z9o2lQy75RS6VfdunUZNmwYAJs2beK7774jMDCQzp07ExwcHCNobU0PHz6MfJ81a9YEt41eRuTRo0epMp4sWbIwc+ZM9uzZk2iAPKMpUgQmToz5WffukhX9+usWOMGDB5LYVqwYzJkDQ4fCxYsSnNZAtEohqwSkGzVqhGEYzJ8/P0nbX7x4kXnz5mEymWjSpEkqj06pTCxvXglCnz0LzZtD//5QpgwsWgRhYc906IIFYdUqeSKbJ0/c9evXQ/nysGCBZt8opVR6EBoKU6bArVvRPjQMaQJQrhymP/8kdPEvVL2yihzlLZFmo5RKawUal8Xz1i4OdZ5KL37Ei4q8zF+R67dtg4oVpS6pXq8plX6NHj2aGjVqAPDpp5/SqVOnyNIX33//vdkM5ggffvghXl5ez7REJBRGF71poEMi3fMiSrYCBAYGJudLNytiXEeOHGHz5s0MHToUBwcHBg8ezLBhw5I1ez+j+OADqFsXCheGjRvlPjtHjmc8aFCQlOMoXlwi3r17w6VLEpzOls0Co1aZmmEFZ86cMezt7Q0bGxtj9OjRkZ+bTCbDxsbGOHHiRORn+/fvN0qUKGGYTCbD2dnZuH79ujWGqKzE29vbAAzA8Pb2TuvhqNhOnDCM9u0NAwzjhRcMY/Nmixz21i3D6NRJDmtuadHCMPS/g1JKpZ1TpwyjRg35mdyx49MPr183jLZtoz7080vLISqlUtntveeME3kaGAYYM3nfcOV+jOu1pk0N48qVtB6lUio+586dM1xcXCLvtwHjrbfeSrPx7Nu3L3IcQ4YMSXDbgICAyG1bt26dKuO5evWqUaxYMQMwmjRpYoSGhqbKeVLT4cOG8fhx/Ou9vQ3jwQMLnCgszDCWLjWMokUNw9bWMN59V2/Y06GMHl+zSoZ06dKlGTlyJIZhMG7cOGrWrMmkSZMi12/atImvvvqKxo0bU7NmTS5duoTJZGLixInks0ihG6VUkpQrJ7Wg/v0XsmaFZs1krubhw8902Fy5YOlSyZj28Ii7fuNGyZbWWoVKKWVdYWGS+PLii7Bvn3y2fDn82+83+cG8Z49MdVm2zPx0F6XUcyNnzZKUu/Enxz/4nm6mxXGypbdsgQoVzNcpVUqlvZIlS8aoE50rVy5++OGHNBuPq6tr5PvEynA8jtbPKLHyHilVqFAhvv/+ewC2bt3KvHnzUuU8qSE4WKpsVqsGT6uzmFWwIET7a0+ZP/+E6tWhc2d44QXw8pIyHc9ZmROV9kyGYb3wz6hRoxg/fjzh4eGY4mntaRgGJpOJUaNGMXr0aGsNTVmJj49PZMMCb2/v565203PFMKQL4ZAhUtKjSxcYN04KVD2Du3eln+KSJebXN2sm04vy5n2m0yillErEhQvSbX13VC8z3PDne/rQiV8Ibd8Ruzk/QM6caTZGpVTaeHDsMteb9aSs7w6m0Y9hTOAJzlSoAAcOQLTZ9UqpdOLRo0e88MILXLx4EZDGftu2baNRo0YJ7nfz5k1u3rz5TOd2cHCgdOnSccYTEZRu27Ytq1evjnf/w4cPU6VKFQAGDx4cI4HRksLCwnB1dSUwMJAmTZqYLTWS3hw9KtdrR45EfbZjBzRoYOETeXnJvf/GjVCrFkyeLDVAVLqV0eNrVsmQjvD555+zd+9e2rdvj7OzM4ZhxFjs7e1p0aIFu3bt0mC0UmnNZJKuhMePww8/SFpMmTLSwODBgxQfNkcOWLxYYt3mJkCcPAlZsjzDuJVSSiUoPBxmzoRKlWIGoxuzDS8q0tpmA+fGLMFuxW8ajFYqk8pWqShlr23n5Lvf0JvZHOZFatnsY8ECDUYrlV599NFHkcFoV1dXDMOge/fu+Pv7J7jfzJkzqVix4jMtTZs2jXPcrFmzRgbLTp8+neAYoq/39PRM7peeZLa2tri7uwNwJZ13bA0JgS++kGTl6MFogJ49wWK9H319oVcvyYY+d05mxv37rwajVaqzakAaoFq1aqxYsYJ79+5x5MgRtmzZwsaNG9m3bx/+/v6sX7+el156ydrDUkrFx85OmhecPy/B6G+/hdKlYd68Z2p82KYNnDgh3X+jmztX+yMopVRquXJFKjH16QMBAfKZMwFM52O20YSAQmWxP+VFqdGd5cGkUirzsrGh3Jz+hOw9hGNOV3YbL1F1zSiZO66USld+//13FixYAECPHj1YtmwZIBmU77//fpqNq+7ToOaZM2fw9fWNd7udO3dGvq9Tp06qjSc4OJjbt28DqVcaxBJOnIDatWHkSAlMR2drC127QiJ9IhP35Al89ZXc269aBdOnS3bY66/rNaCyCqsHpCPY2dlRqVIlXnnlFZo1a0a1atVwdnZOq+EopRKTNat00z1zBho3lqeo1avDrl0pPqS7u5TnWLcO8ueHd96Rkh1KKaUsyzDkOWLFirB9e9TnVTnAQarynmku5z+aRunLW3AuXSjtBqqUSney1fSk2I1/sRk9CiZMkKncx4/H2ObECe0FolRauX79Ou+99x4AxYsX59tvv6V58+b07dsXgGXLlrF48eJ49x8zZkyc2evJXS5fvmz22O3atYt8HxEwjy0gICAygF6uXLk4pT8sac2aNQQ/fahWsWLFVDtPSoWGSoy4ShU4eDDu+goVpOfH2LHPEJA2DFi5UvpHffaZ3ISfOwcffQT29s80fqWSI80C0kqpDKpQIelQ+O+/kj1dvz688QbEcxGSFK1ayY3M1Knxb+PrCz4+KT6FUkplWtevQ+vW8hzx4UP5zJZQRvI5e6iNS64shO07RMlv+4GNXhoqpcywt8c0ehTs3QtBQVC1qtQXDQsjNFTqm/7vf3JNd+1aWg9WqczDMAx69OjB3bt3sbW1ZcmSJZF1mydNmkS5cuUA6Nu3b5qUqHjttdcoUaIEABMmTODChQtxthk8eHBkWZHBgwebPc6YMWMwmUyYTCazge1t27Zx/vz5BMdy8uRJPv7448g/d+3aNalfhlWcPi1VMoYOjTsRxcYGhg+XGv5PS22nzJEj0KiRZEGXLSt1o6dNk7qaSlmZVe46ihcvTvHixWnUqBHXkniFcu7cOYoXLx75w0splc7Uri03JQsXShHSsmVhxIgUF7Nyc4Ps2c2vMwy5yalQARYt0uwbpZRKqp9/lp+dGzZEfVaKs+ymLqMZi3enoRS+tgeXaqlXr1Ep9RypWlXS9j76SJpfvfwyc4Ze5MABWb1xI5QvL5eHer2mVOqbNm0aW7duBWD48OHUrl07cp2zszNLlizBwcGBBw8e0LVrV8LDw606Pnt7e7799ltsbGx48OABderU4bvvvmPfvn1s3ryZDh06MHPmTEDKe6Q0SLx7927Kli1Ls2bNmDp1Ktu2bePw4cPs37+fFStW8N5771G1atXIsiE9e/akcePGFvs6n0VYGEyZApUrw3//xV3v6Ql79sCXXz5DDf+bN+G99ySa7esrF4YbNsg9vFJpxbACk8lk2NjYGDY2Nkb+/PmNffv2JbrP8ePHI/dTzw9vb28DMADD29s7rYejLOXhQ8P47DPDcHIyjLx5DWP+fMMIC7PY4efNMwy5rZGlbVvD8PW12OGVUuq5NWhQ9J+f4cb7zDQe42z4upY0Hm7dk9bDU0plZDt3GiGFihoPcTHeY5YB4TGu11591TBu3EjrQSr1/Dp27Jjh6OhoAEaNGjWMkJAQs9tNnDgx8h58/PjxVh6lmDNnjuHg4BA5jthLjRo1jFu3bsW7/+jRoyO3nT9/foLrE1psbW2NwYMHG6Ghoan41Sbd2bOGUadOzHvdiMVkMozBgw0jMPAZTvDkiWFMnmwY2bIZhru7YUyfbhjBwRYbv0pbGT2+ZtV5mYZhcOPGDRo0aMDPP/9szVMrpVJT1qwwbpzMM6pfX9r+1qwJ//zzzIe+ehX694/52Zo1kn2zfPkzH14ppZ5r48ZJZk0+rrOBlvzAh9xs0QOPG0fI+kqttB6eUiojq18fuxPHuNO0E7N5nw20JB/XI1evXSszNPR6TSnLCwoKonPnzgQFBeHi4sKSJUuws7Mzu+3gwYNp0KABAKNHj+agueLEqezdd9/l4MGDvPvuuxQvXhwnJydy5sxJ3bp1+eGHH/jnn3/IlStXio8/YMAA1qxZQ79+/ahduzZFixbF2dkZR0dHPDw8aNCgAaNGjeLMmTNMmjQJW1tbC351KffVV+ZvmUuVkknIkyaBk1MKDmwYUTfNQ4dCt25SJ/rjj7VOtEo3TIaR+pOpbGxsMJlMzJw5k1GjRnHr1i1MJhNDhgxh/PjxZvc5ceIEFStWxGQyERYWltpDVFbi4+NDoULSLMnb25uCBQum8YhUqti9W6LIBw/CW2/Jb9rChVN0KH9/mRW6dKn59W++Cd9/Dzlzpny4Sin1PLswcTluw97HxskB2wU/ke3NFmk9JKXUc+bhbxsI7dkLI/AJHzKT33grxnq9XlNKqbj8/SVmfOOG/NlkktvoL76ALFlSeFAvL/jkE+li3bSpNGoqX95SQ1bpSEaPr1k1Q7pevXrs27ePChUqYBgGX331Fa+99hqPHz+25jCUUqmtbl1p//vTT7BjB5QpA59/Dk+eJPtQ7u6wZIk0As6dO+76336T369r1z77sJVSKqMy26fo3j3o0oUSw97Avmkj3H2OazBaKZUqXN9sibu3FwF1mvArb7OUTrjhH7n+t98kW/qPP9JwkEoplc64u8PcufK+RAnYuVPixykKRt+7J5lclSuDtzesWwebNmkwWqVbVm+lXqRIEfbs2UObNm0wDIO1a9fy0ksvcfXqVWsPRSmVmmxspHTH2bPQr5885i1fHtavT9HhXnsNTpyQhsCx+flB27bS4f3evWcatVJKZSj378uP2rJlpWpSpO3boWJFuRlZvJhsm5ZpaqJSKnXlzEnB3b/xYNbPtLXfgBcVacy2yNW+vvDqq/DOO/KzSymlMouEJv23aiUJWEePQr16KTi4Ych04rJlYcECqfPh5SUHNplSOmSlUp3VA9IALi4urF69msGDB2MYBsePH6d69ers3r07LYajlEpNrq4wcSIcOwbFi0Pr1hI9vnQp2YfKnVvqEP78szxNjm3hQom/bNligXErpVQ6t2WLZBwuWCATULp3h9CHgTLX85VXoHRpuSHp0kVvSJRSVpOt99tkOe+FXfmybKMJ0+iHE4GR6+fPl+u17dvTcJBKKWUF0WPFvr7xb9e5M7i4pOAEp09D48ZyrVe/Ppw6BQMHgoNDiseslLWkSUAawGQy8dVXX7Fw4UIcHBy4desWr7zyCj/99FNaDUkplZrKlpXoyfLlcOgQlCuXojIeJhO8/TYcPy4PfWPz8YFmzeD99+HhQwuNXSml0pGHD+VnXLNm8jMvQui+g9wrURVmzYJvvoGtW+FpXTmllLImU+FC5D22hftjp/GBzWwOUpUqRDVS8/aGCxfScIBKKZXKbt2Cjh0lVnz+PPTuLQFqiwgIgBEjoFIluHoVNm6EZcsgg9UQVplbmgWkI3Tt2pU///wTDw8PgoODeffddxkwYADh4eFpPTSllKWZTNChgzy5fcYyHvnzSx3Cn36CbNnirp89G+bMscCYlVIqHdm5E154QX7GRbAllBF8wV5qYcriLA/9+veX0klKKZVWbGzIPqof9scO4VHYib3UYjhfYksozZrBu++m9QCVUip1rFolt7m//x712dq1MqP3ma1bJwefMkWC0sePQ/PmFjiwUtaVLu5Uateuzb59+3jhhRcwDIPp06fTuXPntB6WUiq1ZM1qkTIeJpPUTvXyktnp0VWpAh9/bMExK6VUGgoIkBjzyy/H/FFZknPsoh5jGU1A3yHkPLtHZqAopVQ6YSpfjpzn9hLQdwifM4p/beuz4LPzWklIKfXc8feHrl2hfXvJkI5t795nOPiVK9CuHbRpE1WWbfRocHJ6hoMqlXbSRUAaoFChQvzzzz+0a9cOwzA4ceJEWg9JKZXaLFTGo3BhOczMmVJ7y8FBnj7b26fSuJVSyor27JGG6dOnR//UoDezOEJlPHPfxuaf3WSf8YXWDFRKpU8ODmSf8QWmXbuonN+PvM0ry1Q2M/PXtde9Uioj2rRJenssWRJ3Xc6ccss7a1YKDhwcDF99JffKBw7IgTZtglKlnnnMSqWldBOQBsiSJQsrV65k2LBhGBYrrqOUSteil/Ho3z/FZTxMJvjgA0m6XrhQLgbioz9elFIZwZMnMGQI1K0L585FfZ6XG6ynFbP4gLC3u+J28TCml2qn3UCVUiqJbOq+hMPJo9CpkxRUbdMmRqevbdugRAn47DOJwSilVHr38KH8OGvRAq5fj7u+bVs4cUJueZNtxw7JShgxQhqInDolB9IpJuo5YDLSaeT3r7/+4urTx+Pdu3dP49EoS/Hx8aHQ0wZL3t7eFNSi+yq206fho4/kjuTVVyUlsGhRix3+6FEp8zF3LlStarHDKqWURR08CN26wcmTMT9/nRXMpjdOrg44/zwPm9Yt02aASin1rP74A3r1gvBwmDOH+41eo2JFaXgIUi9/4UJ5VUqp9GjnTujRAy5fjrsue3b49lsp4ZHs+LGfHwwaJOnWL70EP/wgDQyViiajx9fSVYZ0dA0bNqR79+4ajFYqszFXxmPCBIukyQQHS4Dn8GGoWVNKbmn2jVIqvXn4UOriRw9GZ+cei+jKCjri0LQhLhe9NBitlMrY2rSRZlx160L79hyr/g73vB9Erj56FKpXh/HjITQ0DceplFKxBAbCJ59Ibw9zwegmTaTEc7duyQxGh4VJHcoyZWDjRpg3D3bt0mC0ei6l24C0UioTi17Go08fGDlS0mP+/POZDjtunJT0APld//nnUKuWXCwopVR64eoqz+EiNORPjlGJjo5rCZu/CNdNyyFXrrQboFJKWUru3LByJca8n6hxZTlHeYF6/B25OiREZqrXqSOT6JRSKq0FB8vDsmnT4q5zcZFk5s2b4WniatIdOCA3p336QMeOcOYMvPMO2GjYTj2f9H+2Uir9ypoVJk+WlOZcuaBxY+jSJUatwaQKCZELg9gOH5bSHRMmaPaNUir96N0bWjUKZCqf8CeNyVGjJE5nvbDtkZJ5n0oplY6ZTJje6Ynj6WPkfrEgO3iZiQzBgaDITfbtgxdfhG++kQofSimVVhwcoH37uJ/XqyczO95/P5mXavfuSRC6Rg25af33X6kvmTOnpYasVLpk0RrSjRo1koOaTGzfvj3O5ykR+1gqY8voNW5UGjIMKSQ4eLA8lv7yS+liaGub5EOEhMhuX35pPvhcs6acokwZC45bKaVS4vBhQt7sgunSBUwTJmA7oJ9myCilnn9hYYRO/BpGjeREuCddWMJxKsbYpH59mD8fihdPozEqpTK94GC5dzxyBBwdpbRQv37JujWV+9ulS2HgQAgIkOm8ffuCnV1qDVs9ZzJ6fM2iAWmbpzdKJpOJsLCwGJ+bTCaSc6qI7WMfS2VsGf0bRqUDd+/C8OEwZ450HJ41S54mJ8PBg9C9u3Q7js3JKeqCQmM/SqnUEhYmUz1v3ICvv462IjQUvvoKxoyBChWkmU358mk0SqWUSiNHjhDQoSt2F88yzBjPN3yCEW1yr4uL/Ozs3VsnjSil0oaXl+RHzZ0Lnp7J3PnUKfjwQ9ixA958E6ZMgQIFUmOY6jmW0eNrFg1Iv/zyy5ieXhH89ddfZj9PiejHUhlbRv+GUenIf//JFcCRI/DeexJFzpEjybsHBUlTw8mTzU/9rFdPsm9KlLDckJVSCuDCBenIvnu3/HnbNqlIxPnz0v3mv/9g6FD5IeXgkJZDVUqptPPkCSFDP8N2+lT+pj7dWchVisTYpGlT+PHHFNRqVUqpRJw+LWWdu3SJfxvDSOZDsceP4YsvJABdpAh8/738IFMqBTJ6fM2iAWmlEpPRv2FUOhMaKl0jPvtM5kpNnpzsVsZ79ki29Llzcde5uMghk10HTCmlzAgPl8bpQ4bIzMwIhQsZnB4wB+cRAyBvXli8GF56Ke0GqpRS6clff/Hkre6E3LpPH2MGi+kKRF2YVaggTav1Wk0pZQnh4fDttzBsmMxoO3gQKlZMfL9ErV0LH38s/ZCGD4dPP5XpuUqlUEaPr+mEdKVUxmVnBx99JI+vmzSRlMMGDeD48SQfonZtSbLu1y/uusePZSbVm29abMRKqUzqwgVo1Eh+ZEUPRuflBjO9W+P8yfuSgnP0qAajlVIquoYNcTrrhdNbbVlEd5bTkZzcjlw9ZYoGo5VSlnHpklyvffIJPHkiPYi6dpWa0Sl2+TK8+iq0bSu1PU6cgFGjNBitMj2rBKQ///xzPv/8czZv3myN0ymlMpt8+aQhxPbtcPOm1JYePBgePUrS7lmySC3XHTugWLG461u3tuRglVKZSXg4zJgBlSrBzp0x17Xnd07YVKRJjoOwbh3Mng1Zs6bNQJVSKj3Lnh37nxfB8uW86voXJ2wq0pyNfPCBznZXSj07w5DLsIoV416vHT0q13LJFhwMEyZAuXJw6BCsWAEbNmhNSKWeskpAesyYMYwdO5agoCBrnE4plVk1aiRXDOPGST0uT09YuVKuMJKgQQPZvXfvqM/atpWn4koplVwXLkDDhjI7M3pWdDbus4Du/E4HsrVugMNpL2jVKu0GqpRSGUWHDjicOU6OhpXZSEumB38gU9qUUiqFLl2CV16RMo3mfpz06yeti5Llr7/ghRdg5EiZcnvqFLz+uk7nUCoaqwSkc+bMCUDhwoWtcTqlVGbm6CgFv06ckEzp11+XQM+FC0na3dUVZs2CzZtl99mz9bpBKZU8EbUHK1WCv/+Oua4x2zhpW5HOWVbBwoXYrV4BuXOnzUCVUiojypcP+60bYOZM7H9eCC++KM1gozEM6NlTSrYqpZQ54eHw3XeSFf3nn3HXFykin0+bJjNqk8TXV0qwNWoEOXPC4cPw9ddyk6mUisEqAemSJUsC4Ovra43TKaWU1N744w9Ys0aC0xUqSOb0kydJ2r1pU5lZ5eER/zazZ8OtWxYar1LquXD+PLz8smTTRM+KzsJjZtCXbTTBo24p7E56JbsJq1JKqadMJklZPHIE3NygTh0YPVoKvgLz5sGCBTLTrUsXuH07oYMppTKb8+dlFttHH5nPin73XfDykm2SJCxMZuiWLSuZTfPnS1aCRbohKvV8skpA+s0338QwDJYtW2aN0ymlVJRXX4WTJ6F/f/j8c0lZ3LIlSbsmFCdat06mdZUvD6tWWWaoSqmMbft2+RGza1fMz2vzL8ftKvOB408wYwZ2f26VtBullFLPpnRp+OcfmRb/5Zfw0kv4bD/DJ59EbbJ0qZRwXbYsyVXclFLPqbAw+OYb87PYAAoVgo0bYc6cZCQ1798PNWtC377w5ptw+jT06AE2Vgm3KZVhWeU75MMPP+SFF15g0aJFLFy40BqnVEqpKC4u0lDi6FEoUACaNZOLhWvXUnS4O3fkqTlIhnT79tCpk2ZLK5XZVasmszMjOPKEiQxht6kehV/Mhe2xI3KzojcoSillOfb2kh29Zw88eECe5i/S/dF3QFT0+dYtufR7/XW4cSPthqqUSjuXLkG9ejBgAAQGxl3fuzccPw7NmyfxgP7+Uh+6Zk2JdO/ZI1Noo18MKqXiZZU7Il9fX3788UcqVKjAO++8Q9OmTVmwYAGHDh3i0qVLXL16NcFFKaUsolw5KQS2ZAns2CFTqr75BkJDk3WY4cOlPFh0v/wiPRSXLtXsG6Uyq+zZ4ccf5f2LHOKofTUG20/DZsJ4bPfslkw+pZRSqaN6dTh8GPv33uE7PmKbXXMK4BNjk1Wr5HJwwQK9XlMqs3F0lN6CsRUtCtu2SR+hbNmScCDDgEWLoEwZua+cNk2ypGvVsvCIlXq+mQwj9X8V29jYYHo6990wjMj3SWEymQhNZrBIpV8+Pj4UKlQIAG9vbwoWLJjGI1KZ1r178NlnMHOm1Pb64Qd46aUk7ernJ0/Q16wxv75FC7mg0T6uSmVCISGsqTWB1kfGQYUK2C5ZpPUDlVLK2jZvJqzHOzy5/Zi+od+wgB5AzHvQZs1kWr5erymVeSxYIA1PI/TtKxNps2ZN4gFOnJCs6L//hrfegilTIH/+1BiqUonK6PE1q80ZNQyDiNh3xPukLkopZXFubtJWef9+cHCQZji9eiWp642Hh2TYLFoE7u5x12/cKLWlv/9eujcrpZ4fwcEwfjxcvGhm5cmT8NJLvHr0c2yHD8V2/38ajFZKqbTQrBm2J4+TpVNb5vMOW+xbk5+Ypdo2b5brtR9+0Os1pTKL7t0leahECdi5E2bMSGIw+vFjGDoUKleWuj9btsgUWQ1GK5ViVsmQfta60d27d7fQSFRay+hPcNRzKiwM5s6FYcOktutXX8E77ySpzquvr3RnXrHC/Pq6deXQZctaeMxKKavbu1fqxx8/Dq+8IvciJhPyM2T6dKnnU6wYLFwINWqk9XCVUkoB/PEHYb3e44n/Ez4MmcYiuhE7W7p+fZg3D0qWTJshKqUs5+hRmflgLnEIpKa8iwtkyZKEgxmGTIvt1w9u3oQRI2DwYKn/oVQay+jxNasEpJWKkNG/YdRz7uZN+PRTCSbVri0pMy+8kKRdV62S2Vuxa0uDJGCPHi3XLvb2Fh6zUirVPXwo9x/ffRez5ujChdCt7kXppL57N/TvD19+Cc7OaTVUpZRS5ty9KwGlJUvY6tia7kGzuUHMzEZnZ9i1C6pWTaMxKqWeSUAAjBkDU6dC164wf/4zHvDSJfj4Y1i3TtKqv/sOihe3xFCVsoiMHl/TNu9KKRUhTx4pLLZzJ9y/D1WqwCefwIMHie762msyW/9//4u7LjhYglnVq8OVK5YftlIq9axfL1O6Z8yIGYw2Ec7JPt9jVKoE3t7w119yB6TBaKWUSn9y5IDFi2H1ahpn3885h/J0YTEQ9YO9UiWZja+Uyng2b4YKFWDyZJm4tmCBlFFMkaAgqc9WvjwcOQIrV8oFoQajlbIoDUgrpVRs9evLxcfEidLtpmxZ+O23RNuxu7vDjz9Kl2Zz1yuBgVJ/WimV/vn5wdtvQ+vWEm+OrhRnOeDyMhMf9cXUpQscOwYNGqTNQJVSSiVd27bYnDyBS4eWLKYbW5zbkZcbODjATz+BrW1aD1AplRx+ftCpEzRvLgnN0b37ruQYJcuff8oM2dGjpePhqVOSeWQyJb6vUipZNCCtlFLm2NtLjY1Tp6BWLemi3KwZnD2b6K6NG4OXFwwcGLMM9Y8/gpNTKo5ZKfXMDEOmeHp6wq+/xlxnSyjD7CZzwu4FXvS4Jjcts2aBq2vaDFYppVTy5cwJS5fCypU0zrqX847lWd5uKeU8tZKlUhlFeLjcW5UtK70FY3NwkH71Sb738vGR+73GjWXW7OHDMGlSEjseKqVSwuo1pB8+fMi2bds4evQot2/fJjAwkISGYDKZmDdvnhVHqFJTRq9xozKx9eule+G1azBkiDRATMLU/P37pYxHvXrw/fdWGKdSKsUuXIDevWH79rjrynOcFa7vUObRAUz9+8O4cdIRRymlVMZ1+7Zc3/36K7RrJ/1D8uaNscnOnTL9f/JkyJUrTUaplIrm1Cm5Xtu1y/z6evVg9mxJLkhUcDBMmwaffy7B50mTpAC1ZkSrDCCjx9esFpAODw9n3LhxTJkyhcePHydpH8MwMJlMhIWFpfLolLVk9G8YlckFBsKECfDVV1CggDS2aNky0d2CgyE0NP5OzkePSoWQbt302keptBAaKuWfR4+GJ09irrMnmLFOE/k05AtsSpfENG+eND1VSin1/Pj9d/jgAyk++913kilpMhEUJLP3z5yRYPTUqdCli16vKZUWgoLkVmz8eAgJibvezU0eHL3zTsxZqvHatk0eSJ07J69jxkD27BYetVKpJ6PH16xWsqNHjx58/vnnPHr0CBsbG3Lnzh2ZGV2wYEFcXFwwDCPys1y5clGkSBEKFy5srSEqpVTCnJ3l6fmxY1CiBLRqBe3bxy0wG4uDQ/zB6LAwecLfowc0agSnT1t+2Eqp+BkGvPKKTHyIHYyuygHOZa/G0JDPsR36KabDhzUYrZRSz6PXX4cTJ+QXQqdO0LYt+PgwYYIEo0GSqbt1gyZNklTBTSllQTt3ysOhsWPNB6Pfflvuo3r1SkIw2tsbOnaUb+bcuaU8xzffaDBaKSuzSkB68+bNLFmyBJDA9M2bN9m2bVvk+itXrvDgwQNOnz5Nv379sLGxwd3dnY0bN3IpdmV6pZRKa2XKwJYtMr1z716ZDzZ5svmro0TMnQv//Sfvd+yQDu+jRkkytlIq9ZlM0qsmOicC+c51KPttalKkmC2m/fvhiy/A0TFtBqmUUir15c4tTax//x3278coX56HX8/GRHiMzbZvh4oVYeRIvV5TKrUZBrz/Prz8ctTDoeiKFoWNG+Hnn5PQPD4ixbpsWdi9G5YskUh3xYqpMHKlVGKsEpCeP38+AOXLl+enn37C3d0dk5l5TqVLl+abb75h1apVXLhwgZYtW3I/2W1RlVLKCkwmePNNeRT/7rswdCi8+CL8/XeSD3HvnuwWXUiIlKatWBE2bbLskJVS5vXpA5Ury/u67OayW2U+DPoG07hxsG+ffG8rpZTKHNq3h5MnMXXsyJTH73MsVyNKETMlOjhYnlOWLy9tRpRSqcNkgmzZ4n5uayv9548fh+bNk3CgLVsk82fkSIlwnzkDnTtr/R2l0pBVAtJ79+7FZDLRp0+fJG3funVrunfvzpUrV/j2229TeXRKKfUMsmWTKV4HD4KrKzRoIPU3bt5MdFc3N3kwb64y0YUL0KKFZG5evmzpQSuVOcXXNcPODmZPecSSnB/zt6k+Hp45MR05AsOHg729VceolFIqHXB3hx9/hO3bqZDNm1P2lRifbSJ2xJwNd+kStG4t12tXr6bRWJV6zo0eLZnQEapXhwMHpP9gov2lr16VkjzNmkH+/NK8Z8oU81FupZRVWSUgffNpYKZ06dKRn9na2ka+DwoKirNPhw4dMAyDVatWpf4AlVLqWVWuDP/8IzU4/vhDynrMmiVFohPQujWcPAmffipP+mNbvRrKlZMsnNj1bZVSSfPgAQwcCP36xbPBpk3U+F9FOgXOwzR1qrRtT1JrdqWUUs+1Ro3Aywvbfh8x9NEILuepSU3bA3E2W71afm1MnChVAZRSluPiAj/8ILk/334Le/ZEzWyLV1AQfPmllOfYswd++QX+/FOmNSil0gWrNTUEyJEjR+R7V1fXyPc3zWQS5smTB4DLmhqolMoobGykk8aZM/Ik/oMPoGZNCW4lwMUFvvpK+mmY65cWGCizyypWlBppSqmkCQ+HBQugdGmYOhW++04qcES6cQPeekumI5QogcnLC/r3N/90SCmlVOaUJQtMnozpv/8okN9gj1GT5fn74cqDGJsFBMCwYVChgpbxUCo5wsNh4UJpyROf5s1l1uhHHyVymWYY8oSoQgUYM0bqsp05I9d7Wp5DqXTFKgFpj6fV5e/evRvjMwcHBwCOHTsWZ5+rT+c8PdGUQKVURpMrl0zz/OcfufCpXx/eeEPmdSagYkXprzFvnhwitvPnoWVLaNcOLl5MnaEr9bzYvx9eegl69gQ/P/nMMOQ5UVhIuMxg8PSU7lSLF8PWrVC8eNoOWimlVPpVrRrs349p0iRev/cjN9zL0T3bKiBmPajz5+XZZgp6XSuV6Rw+LLdKPXrAiBFw9mz820bLbzTv6FFo3Fhq6BQvLn+ePFlSq5VS6Y5VAtIVn3YtPXnyZORndnZ2vPi0SVBE08PoZs+eDUCRIkWsMEKllEoFL70E//0nj/z/+UeCX8OHw8OH8e5iYwPvvCMXY336yJ9jW7MGXnkl0WogSmVKfn7wv/9BjRry7RebccyLwCp1JDLdoYM0Ju3SRbNmlFJKJc7ODgYOxHTyJC4vVWbBg/YcKdqOwsQsID1tmrYgUCohvr5yvVa1qtwmgTzE+eij+Ht+xMvPD957T5pQ37ghUxQ2bZK6h0qpdMsqAemXX34ZwzDYtm1bjM+7dOkSWSe6W7durF+/nuXLl9OmTRs2b96MyWSibdu21hiiUkqlDhsb6NZNpop9+qk0QCxVCn76KcGIsru7lBc4cMB8GY8xY7SqgFLRBQdLWY7SpeXbK7YsPGZ5yaEcpApZQ+/Bzp0ykyFnTquPVSmlVAZXpIj0DFmxgheCD3DRuRzTC0/BjhBatoRWrdJ6gEqlT0FBUqow4notdvB5y5aoAHWinjyRg5UqBStWwPTpcOyYTCnVRAOl0j2TYST7+VOyXbp0iRIlSuDo6Mjly5cjS3iEhoZSq1YtDh06hCnWDwzDMChSpAiHDh3C3d09tYeorMTHx4dChQoB4O3tTcGCBdN4REpZ2dWrUmDw55/lKf4330CDBgnuEh4OixZJPPvWLcn83LPHfPa0UpmNYcCqVfL9ceGC2S3ok28Vk0P74/zgJnz2GQweDI6O1h6qUkqp59GDBzBiBMb333OvQAUeffU9hTrVM7vpsWNw756UKFAqM4ko7TxoUPylB4sXl6aFiT7QMQxYuVKu565elWmlo0cnoaaHUs+XjB5fs0o4o1ixYly8eJHjx4+TLVu2yM/t7OzYunUrnTt3xs7ODsMwiIiPt2rVil27dmkwWin1fClcGJYuhX//BQcHePllKRuQQFFoGxupq3b2LHzyiUwDjS8YfelSoqWqlXpu7N8vz3Nef918MPqFLOe4WLoF3914HefqFeHECQlIazBaKaWUpWTLBjNmYNq/H/cCWSjUub7MjvP1jbGZYUDfvvJ7q317qTWtVGZw+LCUG2zf3vwtj4sLfPmlXKYlGow+dCjq/snTE7y8JDNag9FKZThWyZBOiocPH3Lu3DlCQ0MpWbIkOfQHynMpoz/BUcqiwsPhl19gyBBJff7kE6kxHe3BXXK9+qqUTOvbVxqDaDUC9TwyDHj3XWkAao4zAfxSYTyvnp2MKX9+uVFp00anbyqllEpd4eFSh2DoUCmIO24cfPgh2NmxcqU8QI1gby/XayNHSqk2pZ43V65IHsCSJfFv0707jB8P+fMncrAbN+Rg8+dLIHrqVGjWzKLjVSqjyejxtXQz4dvV1ZUqVapQo0YNDUYrpTIHGxvo3FnqSw8fLnPUSpWCuXNT1LFw504pZxgSIpVASpSASZMgMDAVxq5UGjKZ4kuEMfi09Gru5i1H27OTMQ0ZIuk2r76qwWillFKpz8YGevWSa7u334b+/aFqVUJ2/MOnn8bcNPr12tSpUg5XqeeBYUiFwjJl4g9Gv/SSzHRbsCCRYPSTJzBhghSdXrNGmuwcParBaKWeA+kmIK2UUpmWi4vUPTt7Fpo2lS7RlStLh+gkTmIxDCmjFt39+5J8XaaM1KBOQYxbqXRr+PCYMwCa5j/OjYpN+ersazi9WE4C0Z9/DlmypN0glVJKZU45c8KsWfDff+DggH3Dumxw70Qld+84m/r7w8CBEm+bP1+v11TGZzLB3bvSwDC2QoVkguju3VCtWgIHCQuDhQvlG2PUKJkad+5c5IwDpVTGpwFppZRKLwoWhMWL5eYlZ05o3RoaNpQ/JyIoCOrVk7LUsXl7y3S4KlVg7dokx7iVSnOhoRAQYH6dmxuMHQtFst7hYO2+bPKrTN7Ay/KffP16KFnSmkNVSiml4qpeXa7j5s2jtPefHHlShs0vjSW7fdxfbt7e8M47UKmSNH/T6zWVkY0ZEzMnwNVVSnOcPg1vvZXAxDXDgI0bpfl7jx7Szf3ECZlGoLVtlHquWLSG9Oeff26pQ8UwatSoVDmusr6MXuNGKauJuBgbMgSOH5fGHePHS0mPBFy6JOXVfv45/m1q1oQvvoDGjbWKgUqfIpqnjxgBbdvCV1+Z2SgkhLDvZ2EaOxqb8DApwvnxx+afyiillFJp7cED6dw2bRqhOT34vsgk+u99EzB/MVarFkycKE0QlUqPwsMleSC+S6/Ro+X25YMP5DItd+5EDrh/P3z6KezYAfXrywVgrVqWHrZSz42MHl+zaEDaxsYGUypEN8J03tJzI6N/wyhldWFhUnxt5Ehp5vHuuzJtLW/eBHc7eFBKePz1V/zbNGgggem6dS08ZqVSyDAkuXnMGPk/DODkJDM0Y/y62LJFmoCeOgX/+5/8R/bwSIshK6WUUslz4QIMGgSrV/OwUh0G2U1jzqH4axe88oqU8tDbJpVeGIb0rRk5Et54QxIIzHn4EPz8kjBp7fx5OciyZVC+vDyJadVKM2eUSkRGj69ZvGSHYRgWX5RSKtOytZV6G2fOSIrBL79A8eLSvf3OnXh3q1oVtm+HDRugQgXz2+zcKWU+WrSQzGql0ophwLp1MrO5TZuoYDRIL5vICVgRTWyaNYNcuWTDuXM1GK2UUirjKFECVq2CbdtwDb/P7EPVudawM63Kmb8YO3lSfuUpldYMAzZvltmWbdvCsWMwebLUQTfH1TWRYPTVq5JsU7Ys/Psv/PSTXOu1bq3BaKUyAYsGpMPDw1NlUUqpTM/ZWVKeL12CAQOkw3Tx4lJE98EDs7uYTBJsPnJEkqxLlDB/6H//hWzZUm/oSsUnoUB0dH77rxLetbvUE7x8Wep57Nghf1ZKKaUyosaN4fBhmDuX/Kf/4o/zZTnVciBVit6NsdmwYTJbSKm0EnG9Vrs2NG8ulTUi3L8PU6Yk84C+vlJmrVQpWLNGotrnzkHPnpKMo5TKFLSpoVJKZSRublKe4OJFKVUwYYIEpidPjrf7m60tdO4s1Q3mzpXu1tENGCA9FJWylvBwuf+oUSPhQHTVEvc49eoQVp8qjc2WTfD991JT/bXXNHNGKaVUxmdnB716wblzmEaOpOzfczhwrwT/tv+aonmfkD+/rI7P8ePa/FClnvBwWLFCnv+3aRN/n/Xt22XbRN29K7M8S5SARYukDOHFi1KGTZ+6KJXpaEBaKaUyojx5pNv0hQvQsSMMHy4Xd9OnQ2Cg2V3s7SPvefj2W6lykCMH9O8f/2lOntQbHWU5wcGwYIGUkWnXDg4cML9d+RJPONBpKvv9S1B223eYhgyR+oIffCD/kZVSSqnniYuLdKW+cAFT587UXjuMC/Zl2PPBIpzszfdTOnECKlaEOnXkIa9OLFaWEhoqsysrVJDbjKNHzW9XsiQsXQq7d4NNQpElf39pEFKsmMzy/OQTmfU5YgRkzZoaX4JSKgPQgLRSSmVkBQrADz9IjelmzWDgQMmY/uabeDOmHR3ho48kIWHDBsie3fyhr1+HKlUkK2LxYgkmKpVS27fLM5OePSVb35xyJYPZ02MWXk9KUvW3TzG9/roEoseOlUKESiml1PMsTx4J2J04gU31ahQe2V2igsuXx4k4T54sr3v2yEPeChVg4UK9XlMp9+gRzJgBZcpA167xX68VKyazLk+ehE6dEqiyceeOPGgpUgQmTZLZnRcvymxPd/dU+zqUUhmDybBy18CwsDBWr17Ntm3bOH78OHfvSo2sHDlyUKFCBV555RXatWuHrdYOei5l9C6gSqV7Fy5IGY+FCyX9edAgySpNQfbBwIGShB2hQAEp9/bee1I5RKnkOH9ebnDMZXCVKRHKvIZLeGnbWExXrsjdzejRUltQKaWUyqwOHICRI2HTJqhcGcaNg1atuOptokQJyWSNrVAhKcf2v//ps1yVdCtWyDV+fA0KQXoPDh8Ob78t1WbideuW3ER8951c+H34odyTaBNqpSwqo8fXrBqQ3rRpE++99x7Xrl2L/Czi9KZotSALFizInDlzaNasmbWGpqwko3/DKJVhXLoEEyfC/PmSAj1woFwMJrF74a1bULSo+STrrFnlJqd/f9lGqaR6801YtizqzxXLh/Ndg+XU2z4a05kz8Prrkg1dvnzaDVIppZRKb3bvlkzTnTuhZk2OvfEFbaY15qp3/P0UXF3hnXegb18praBUQo4cib9XdKVK8t+vfftEeg76+UmHw5kzpddH377ydCR37tQYslKZXkaPr1mtZMfixYtp3bo1165dwzAMDMOgSJEi1KpVi5o1a1KkSBFAAtTe3t60atWKpUuXWmt4Sin1fClWDGbPloLRHTtKtmnhwtKq3dc30d29vSG+32ePHkmp6hIlJH64fbvWmVaSpbV8udSIjs+QIfJav04YBwf/ylGbytSf+RamEiUkC2zFCg1GK6WUUrHVrQt//QVbtwJQaWATLhVpwNZBm6lQ3vxF2MOHcr1WurQ0pNu6Va/XVPwqV4ZGjWJ+Vr06rF0rweqOHRMIRp8/D++/L6U5Zs2SrJXLl2XWpgajlVLxsEqG9JUrVyhbtixBQUG4uLgwbNgwevXqRZ48eWJsd+vWLX788UcmTJjAo0ePcHJy4vTp0xQuXDi1h6isJKM/wVEqw7p2DaZNkyB1cDD06CFT5xJImQkPhz/+kESHXbsSPnyZMlIZpHt3LeeR2dy8CT/9BN9/Dz4+ct9x9Wo8zdJDQvCZuISCiyfIw5JmzaTD+ksvWX3cSimlVIZkGLB+vZTv2LcPo1o1Djb/jAF/tWHXPwnnm3l6Sh+Rnj3j+T2tnlvXr8OPP0LevFKaw5wNG6BVK3mAMXAg1K8vic7xOnQIvvpKEgpy5YJ+/eSGQOtDK2UVGT2+ZpWA9IABA5g2bRpZs2bl77//pnLlygluf/ToUerVq8fjx4/p378/U6ZMSe0hKivJ6N8wSmV49+5JE8Tp06Uux+uvS9pq1aoJ7rZvnwSmV6xIuIu7s7OU/x0zJv4Ma5XxhYdLptXcubBmTdwalgsWyMOJSE+eSNR60iS4ckW6L40YAdWqWXHUSiml1HPEMGDbNvjySynlUaECZ14fzvAjb7D6D9t4r9dy5JA8BQ1IP/8MQxLrf/gBVq+W67WiRSWh2Vy2c3i4tKNJsIWHYcCff0ppwG3bpJn64MFy4efsnEpfiVLKnIweX7NKyY4tW7ZgMpkYPHhwosFogBdeeIFBgwZhGAabN29O/QEqpVRm4eYmZTsuX5b6bocOSVCwQQNYtQrCwszuVqMG/PabXKT27x9/j8TAQFi8GBwcUusLUGnJx0cSsooXh+bN4fffzTdUmj796bTge/dg8mQpIfPRR5IJ7eUl/9c0GK2UUkqlnMkETZrAjh0yla1gQcqM7cTvJz3x+2IuQ/s/MTtrrWtXDUY/765elecUZcpA48aSUBJxvXb5svTINMfGJoFg9JMn0pvmxRfhlVfgzh349Vc4c0bKdWgwWimVTFYJSF+9ehWAV155Jcn7NGnSJMa+SimlLMjJCXr3lovI5cslJaJ9eynhMXWqBBLNKFoUvvlGApMzZsjUz9g6dIBYFZlUBhYQIPcbrVtLacBRoyTJOT61asGY7pfkyUWhQpIJ3aIFnD4NP/8MFSpYbexKKaVUplC3LmzcCPv3Q4UK5BrRmwlLC+P34Vjmf3UzxvXau+/Gf5jp06UaSEhI6g9ZWdbjx7BkicSKixaVJoTnzpnfdubMZBz4xg25+CtcWLpkFiwo0+QOHpRu1XZ2lhi+UioTskrJDhcXF548ecKePXuoUaNGkvbZt28ftWrVIkuWLDx69CiVR6isJaNPKVDquXbwoNyJ/PqrpDj36AEffyzdcOJhGPD333Jhu3KlZF/s3g116pjfftAg2aZTJ2mUkmBdOpWmduyAefMkmfnx44S3dXKSZjdDGuyl/Oapkjrt5iZ1BPv0gXz5rDFkpZRSSoFEIqdNk4zW8HCMrt3YU+sT1p7zZOJE87vcvCmxxpAQyJkT3ngDOneG2rUlc1alP6Ghch2+dKnklzx8mPD2WbLINfgHH0CVKokc/MABuS/47Te5L3jnHZntlmA9D6WUNWX0+JpVfrUUKFAAgH///TfJ+0Rsmz9//lQZk1JKqViqVoVFiyT9dcAAWLZM5vo1aSJz/cyky5hMUu3jt99keuB338Xfn+7RI2m8PX061KwpVRwGD5b61Nr1Pf35/XfJtEkoGF25MvwwPZjbM5ex6PxLlO9VW1qxf/ed/If44gsNRiullFLWVqqUdBv29oZRozCt+4OXepVjolcr2LzZbEOQhQujLvXu3JG6w3XrSpmuYcPg6FG9XktPhgyBAgWkJMdPPyUcjC5bVq6/r12T/h/xBqMfP5ZshBo1JHNk925pWnjtGnz7rQajlVIWZZWAdMOGDTEMg4kTJ3L9+vVEt/fx8WHixImYTCYaNWpkhREqpZSKlC8ffP65BBQXLpSaDR07SvmF4cPh0qV4d+vTJ/6s599/jxncvHIFvv46Kjg9aBD891/CTROVZQUHx7+uUyfzn7u6SrWXo39c5VDLz3h/fGFc3nkT7O2lw+Hp05J64+KSOoNWSimlVNLkzCnXbpcvyzXdtWvSBKJ0aenxcPs2IIHmH380f4grV6R/XeXKUKKE5Czs3Gm+h4SynmvXJKs9Ptmzw3vvwb//wsmTMunRXE1xAI4dk4v4/PmlpkuuXNIF8fx5+OQTOZhSSlmYVUp2HD9+nMqVK2MYBvnz52fq1Km0b98e21itXcPCwvj9998ZOHAg165dw9bWlsOHD1NB600+NzL6lAKlMq3jx2H2bOlY+OABNG0qUclWrZLcwbBRI+n0nRgPDyk53LKlnEavgS3L3x82bJDY8caN0mOwaNG42xmG3HheuiRTdV95BTq/FUbHbJtxXvCDHMTFBbp1k/8LFSta/WtRSimlVDIYhkQoZ82SmXAAHTsS+u4HzDr2Ej//YmLPnqQdKmdOaNMG2raVyXT6HNqy/PykakarVubXr1kD7drF/MzGRq6du3eXf5cE+ww+eiQzIGfPhr17IW9e+N//oFcv8xeGSql0J6PH16wSkAaYMGECI0aMwPQ0dc7NzY0XX3wRDw8PTCYTvr6+HD58mHv37hExpPHjxzN06FBrDE9ZSUb/hlEq0wsIkPocs2dLOnPOnPD22xKUrFYtwaLQZ89KPPu33+JvshKbra1MF23ZEgYOlD+r5AkOhj17pP/Mtm3S7yh6Fvq0adCvn/l9f/xR/snfqn2FPJsXyzTOy5clTeqDDySNOmtWK3wVSimllLKo27elxvTs2XDhgjxY7tWLy7XfZumW3CxdCqdOJe1Qr74qAVKVcqGh0s5lwwZZDhyQ695bt8DdPe72T55IE/GHD+HFF6W/YJcuUsYjXuHh0iRk4cKoqYtNmsD778vTBXv71PrylFKpIKPH16wWkAaYOXMmn376KQEBAXLyWIGLiKFkyZKFyZMn88EHH1hraMpKMvo3jFIqmuPHpeb0kiXSgbtsWQlMd+ki5T3iYRgyM3D5clnOnk38VGXKSCUIlbjQUPmn+esvCUDv3JlwHeiGDeHPP82siMicWbhQbl6yZJHSLR98ILUFtSOlUkoplfGFh8sFw6xZ8Mcf8lnLlhjdunOsUCuWLHdk2TKp5BafhB5uX70ql4V62RBTSIgEoHfulGX3bvN1oH/7TRpMmrN2LZQrByVLJnKyU6ckK2TJEqkrXqpU1DW7ZkMrlWFl9PiaVQPSALdv32b+/Pls27aN48ePc/fuXQBy5MhBhQoVeOWVV+jZsye5cuWy5rCUlWT0bxillBlhYbB9uwSnV66UlI2XX5ar5/btJX0jHoYhJSOWLZPY55kz5rcbMACmTDG/btYsCbhWry4ZIq6uz/4lZTQ7d0oG9J49krieUAA6Nnt7SZLKlg35t4yeORMQIBHr7t3l3zIz/uUqpZRSmcXt2/DLL3JNd+AA5MgBb72F0a07Rx2qs3qNidWrpcFhdMePQ/nycQ8XHCzXFy4uUKsW1K4tS40ame+S4s4dCUDv3w9//w3//JO067Xu3WHBghSc8PJlubj+7Tf5t3Rzg7fekkB0rVr6hECp50BGj69ZPSCtMreM/g2jlErEgwcSlF66VFJ0DQMaNIAOHSSgmTdvgrufPy91jTdskN2DguTzbduki7g5np5R2dMmk/TpqVYNqlaVpXLlp8HW51iXLvJXnlSOjjJDs21baNMiFI+zu+SmZeVK8PWVzJnu3eXARYqk3sCVUkoplT6dOBE1E+76dSheXK7nOnTgcq5qrFkrwemLFyX2aS6++d9/EvuMzcYGKlSQ67SKFaFSJXlNIIchwzIMeOEFScBILldXqYw3e3YSd7h0KWoK4oEDcsHXooVcz7VuLX9WSj03Mnp8TQPSyqoy+jeMUioZbt+GVask0Ll9u0wJrV8fXn9dLoqLFUtw98ePJSi9eTN8/bX5a2g/v0Rj3IA0DS9bVkp/lCkT9b5wYbkpSk8CAuR+4tIluck7e1ZuYsLDYdcu8/t8/z307ZvwcatUkcaETZpAnRohOP+3Q/5tVq2SAoWFC8u/zRtvQM2amjmjlFJKKZk99eefUQ+ub9+Wa4anwengF2vi4GT+YmraNPjkk6SfysNDAtMVK8qz8R49EmnMl4ZCQ+Va7fRpmeFXtKj8lZhTv37813CxeXpK75SWLaWPSoK9ww1DHhysWyf/PgcPgpOT7Nyxo3REzGyp6EplIhk9vqYBaWVVGf0bRimVQnfuwOrVkrGxfbtcxXt6yoVyq1ZQp06KGqksXx5/Xb2kWLfOfPfysDApg5E9u8xwzJ5dlmft9XL/vty43LwpMeBbt+S9r29UANrPz/y+trYSpDcXmD90SLKMoiteXKptNGki2eW5THdgy5aobjl378pDgY4d5Q4qkaaUSimllMrkQkMlsrp8uQSn/fyki17r1pKJ27hxjGbH770Hc+em7FQ2NhAYaD4ge/CgJC3kzi1LnjzymjOntLxIabJBUBDcuyfXaxGLnx9cuwY+PjFfb9yI2SS6TRup6WzOgAHwzTfm15UvL5MJGzSQwHWiiRYBAfLFr18vy9WrErWPHoTWhtNKZQoZPb6WJjWkFy5cmGAN6e7du1u1hvTVq1f59ttvWb9+PVevXsXR0ZGSJUvyxhtv8OGHH5IlSxaLnOfXX39l/vz5HDt2DH9/f/LmzUu9evXo06cPtczNZTLjzp07fPvtt6xevZrLly9jGAbFihWjXbt2fPzxx+TMmTPB/c+fP8/+/fvZt28f+/bt4/DhwwQGBgIwf/58evTo8axfZoIy+jeMUsoCHjyQgscRgVFfX6mp0bSp3Mw0bJho9nSE/fvlRmf/fqlfGBqavKEcOSLTKGPz8THfl9HZWQLTjo4SII6+2NnJDVBQkJRhzp077v5r1kC7dskbY1LGGxoqf3VVq0ptxlq1wCN3uESqI2qg7Nsnd04vvCA3K6+/LkW3NQitlFJKqeQKC5NCyCtXynXGuXPy5L5+fbkoadECo6wnV71N7NlD5HL4cNKu1woXhitXzK/7+msYPDj+fR0d5Zot+uLgIEMuWlSux8zp21dmnaVE6dLx90JZulSqZjg5SSm56tWjAtDmrhdjMAxpSvjXX/L3/Oef0q+lWLGoxI6XX5aDK6UylYweX7NqQHratGmMHDmSgIAAAGKf2vT0pjhLlix88cUX9IuvVa8FrV+/ns6dO3P//n2z68uUKcOGDRsoXrx4is/x5MkTOnbsyLp168yut7GxYcyYMYwcOTLB4+zfv5+2bdty48YNs+vz58/PmjVrqFatmtn1O3fu5OWXX473+BqQVkpZXXi43JlEZHns3y8X3kWKyMX1yy9LgDoJdYyfPJHSFgcPStm8gwcTD1LfugXmnn/u3SuB3ZS6eNF8TP3ffyUZPKUWL5YbGrPCw+HkSemU8/ffcuNy86YE+5s0kZvD5s0lk0kppZRSypKiNwLZsUMuzIoUkeu4+vVlKV6cwCemyOZ+Xl6yHD8um0f38styKWPOkCEwaVLKhplQ4HjECBg/PmXHtbWV5GVzGd1370qyg6dnEmbbGYZMp9uxI2q5eVMyH+rViwpClymjSQVKZXIZPb5mZ60TDRgwgOnTp0cGod3c3HjxxRfx8PDAMAxu3rzJkSNH8Pf35/HjxwwYMIArV64wderUVBvT0aNHeeONNwgICCBr1qwMGzaMhg0bEhgYyK+//srcuXM5c+YMrVq1Yv/+/WRN4dSX//3vf5HB6IYNG9KvXz/y58+Pl5cX48eP58KFC4waNYp8+fLRq1cvs8e4du0abdq0wc/PDzs7OwYMGEDr1q0BWLduHVOnTuX69eu0bt2agwcPUsBMwCH6AwAbGxs8PT1xcXFh3759Kfq6lFLqmdnYRHUfHDUK/P1lKuhff8kF+KJFcmFetKhchNeoIcsLL8SpXeHkJBkn1atHfRYUJPdHZ87ItX1Enb/Tp2VdfJNKrl17ti/r6cSTOJLTrMfDQ4LaxYrJdM5KlWI1BgoOhmPHogLQu3bJHY+dnfwlvPOOBKBfeunZa40opZRSSiWkZEn46CNZAgPlOm7TJrlGWbhQrufy58e5fn3q1q9P3Sb14GNPsLUlLAwuXJDLGi8vSQiuVCn+U928mfJhhoXFvy579uQfL1euqN4k8QWkc+SQxaxHj2RG2/790gXy77+lTkjE9VyvXhKdf+klcHFJ/gCVUiqdskqG9KZNm2jZsiUABQsWZMqUKbz22mvY2cWMh4eFhbFy5UoGDx7M1atXMZlMbNy4kaZNm6bKuBo2bMiOHTuws7Pj77//pnasdLjJkyfz6aefAjB27FhGjRqV7HNEz0pu06YNq1atwtbWNnL97du3qVq1KlevXsXd3Z2LFy/i5uYW5zg9evRg4cKFACxbtoyOHTvGWL98+XLeeFpItWfPnvz0009xjnHu3DnWrFlD9erVqVq1KlmzZmXBggX07NkT0AxppVQ6dPduVLbvv//C0aMQEiIB1sqVJThdvbp07CtdOsndww1DylrHVx1q4UIYNEhqB4aEJH/YBw7ErekMcjwPj6hah9HrHhYpIsHn4sUl/h7jniMoKCr9+9AhefXykqC0k5Okc0dkH9WqJQUUlVJKKaXSg3v3pLxHxEP0AwdkCluWLHI9F5GcUKWKpBHbJZw39/XX0vQ6ej+OpJZtK1pU+naYM3s2vP++vHd0lAB1zpwyuaxgwbivhQvHn9xgVkCARNsPHpRSavv2SVPC8HCpK1KliiRgvPyyTKnTWtBKqQRk9PiaVQLSrVq1YuPGjeTPn5/9+/eTL1++BLf39fWlWrVq3Lhxg+bNm7N+/XqLj2n//v3UqFEDgN69ezNr1qw424SHh1OhQgVOnTqFu7s7fn5+2Cczy6xVq1Zs2LABW1tbLl++bPY/yK+//srbb78NwNdff83AgQNjrPfz86NAgQKEhYXRrFkzNm3aZPZczZs3Z/Pmzdja2nLt2jU8PDwSHZ8GpJVSGUpQkASlIy7i9+2Lmndpayst2cuVk5TiiKVkyRTX1TMMSfKJ3tzm/n2JA4eFmV8cHKRChrkblIjfuPHOsHz8GM6ela8pYjl1Kqr2iK2tfH0RN24RS4It2JVSSiml0pHHj+UaLvqD9rNnZZ2Tk6RHe3pK2nHEUrJkvIkHhiHXZ/7+ct0WECCvEUtAgCQY2NqCqyu8+qr5YT18KNtmz/6MJZkfPZKv58SJmMvlyzJYW1uoUCFq5l+NGnJ9l0ggXimlosvo8TWr/MTbv38/JpOJYcOGJRqMBsibNy/Dhg3jo48+Yv/+/akyptWrV0e+jwjIxmZjY0O3bt0YNmwY/v7+7NixgyZNmiT5HI8ePWL79u0ANGnSJN7/HO3btydbtmw8ePCAlStXxglIr127lrCnc4viGytIFvXmzZsJCwtj7dq1vPvuu0keq1JKZQiOjlEX7hHu3ZNs4ZMnoy74586VZokR8uaVFOSiRWO+5ssnadK5cklmSiwmkyTvZMkimz6T8HBMN29KPZDobdqvXQNvb7lx8fGJ2j5PHrkBq15d2tRXqSI3aGbGqZRSSimVYbi4SG3phg2jPnvwQLo3Hzok/UVOn5bug/fuyXobG7l+K1UqKk356WIqWBC3AgVwK5rzmeoqu7rKEi/DkGD67dsy1e7aNQkyX7kS8/XOnah9CheWYHP79pIoUa6cBKO1/IZSKpOzSkD68ePHANSsWTPJ+0RsG7Gvpe3atQsAFxcXqpqbV/1UgwYNIt/v3r07WQHpffv2ERQUFOc4sTk4OFCrVi22bNnCvn37CAkJiZGJHTHWxI4Te6wakFZKZQpubjK9sV69mJ/fuSNB6gsXYt4k7NsnAeDYczuzZIkKTufMKXckTk7mF5D9w8JivoaGSnrNvXuSqhP7NTw86nx2dpA/f9S8z27dorKASpcGd/fU+htTSimllEpfsmWLKj8WwTCkJkf0mWPnz0ux6Y0bJfkg9rVV9uxybRjxGvE+a1ZZb2sb99UwpKuiueXBAwlARyxP7+8jOTpK0LloUXjxRXjtNUl6iJi1l2CEWymlMi+rBKQLFizI+fPnI4OzSRGxrbnmfJZw6tQpAEqWLBmnlnV0ZcuWjbNPcs8R+zjxnWfLli2EhoZy7tw5ypUrF+c42bNnJ2/evPEeI1++fJGZ1skdq6X4RM/uM+PGjRtWGolSKtPLmdN8oBokgHz9ujSNiX6TEZHxcvu2TLe8ezfmTUlgoLyaTOZvauzs5MYje3ZJqfb0jHljlC9fVFZPnjyS7aOUUkoppeIymeR6KU8e89dzoaESlI6YcXbjRswaaxEJATduyHVd9ASC6EkFIDPQYicgODvL9WSZMlFJC9GTF/Llk+Ygej2nlFLJZpWAdKtWrZg+fTobN26kTp06Sdpnw4YNkfta2pMnT7h9+zZAojVW3N3dcXFx4fHjx3h7eyfrPNG3T+w8EXVfIvaLHpCOOE5S6sEUKlSIEydOJHuslhL961BKqXTL1hYKFZJFKaWUUkplPHZ28qA/g9VNVUopBVZ5lDdo0CBy5crF1KlT+eeffxLd/t9//+Wbb74hd+7cDBo0yOLjefjwYeT7rEnoXOvytL7To0ePUu08LtFqSMU+T8RxUnOsSimllFJKKaWUUkopldqsEpDOnz8/GzZsIG/evDRu3Jj+/ftz5MgRwqPVezIMgyNHjvDJJ5/QqFEj8ubNy8aNG1OlZMeTJ08i3zs4OCS6vePTbr6BgYGpdh7HaB2DY58n4jipOVZL8fb2TnDZt29fmoxLKaWUUkoppZRSSimV9qxSsqN48eIABAQEEBwczIwZM5gxYwYODg7kyJEDk8nEnTt3CA4OBiQ4HRAQQIcOHeI9pslk4sKFCykaj1NEQyqIPGdCIupZOzs7p9p5otfXjn0eJyenyL+7xKR0rJaSlLIiSimllFJKKaWUUkqpzMkqAenLly/H+LNhGIAET+Nrcnfz5s0Ej2kymVI8HtdonW6TUtri8ePHQNJKZqT0PBHnMHceV1dXAgICUnWsSimllFJKKaWUUkopldqsEpDu3r27NU6TZE5OTuTKlYvbt2/j4+OT4Lb+/v6RQd7kNuyLni3s4+NDtWrV4t02ehPC2OcpWLAgfn5+iY41+nG0uaBSSimllFJKKaWUUiq9sUpAev78+dY4TbJ4enqya9cuzp8/T2hoKHZ25v8qTp8+HWOf5ChXrpzZ4yR0Hjs7O0qWLBnnOAcPHuT+/fv4+vqSN29es8e4ceMGDx48SNFYlVJKKaWUUkoppZRSKrVZpalhelS3bl1ASlwcPHgw3u127twZ+b5OnTrJOkf16tUjGxFGP05swcHB7N27N84+scea2HGeZaxKKaWUUkoppZRSSimV2jJtQLpdu3aR7+PL4A4PD2fRokUAuLm50bBhw2Sdw9XVlcaNGwOwbdu2eEturFy5MjKz+bXXXouz/tVXX8XGxibBsQIsWLAAABsbG1599dVkjVUppZRSSimllFJKKaVSW6YNSNeoUYN69eoBMG/ePPbs2RNnmylTpnDq1CkA+vXrh729fYz1CxYswGQyYTKZGDNmjNnzDBo0CIDQ0FD69OlDWFhYjPW3b99myJAhgAS9e/XqFecYefPmpXPnzgBs3ryZFStWxNlm+fLlbN68GYCuXbvGW9ZDKaWUUkoppZRSSiml0opVakhHd+fOHfbs2cPFixd5+PBhnACtOaNGjUqVsUyfPp06deoQGBhI06ZNGT58OA0bNiQwMJBff/2VOXPmAFC6dGkGDhyYonM0atSIt956i19//ZW1a9fSpEkT+vfvT/78+fHy8uLLL7/k6tWrAEycOBF3d3ezx/nyyy/ZtGkTt27d4u233+bAgQO0bt0agHXr1jFlyhQAcufOzRdffBHveFasWMGjR48i/7x7926z70EC4c2bN0/R162UUkoppZRSSimllFKxmQzDMKxxops3b/LJJ5+wYsUKQkNDk7VvUoLWKfXHH3/QpUuXyJIZsZUuXZr169fHaTQIkiHds2dPAEaPHh1vlnRgYCAdOnRgw4YNZtfb2NgwcuTIePeP8N9//9GuXTt8fX3Nrs+bNy+rV6+mZs2a8R6jaNGiXLlyJcHzRGjQoAE7duxI0rZJ5ePjQ6FChQDw9vamYMGCFj2+UkoppZRSSimllFLPs4weX7NKhrS/vz9169blwoULWCn+nWRt2rTh2LFjTJ8+nfXr1+Pj44ODgwMlS5akY8eO9O3blyxZsjzTOZydnVm/fj0///wzCxYs4OjRo9y7dw8PDw/q1atH3759qV27dqLHqVmzJl5eXkyfPp3Vq1dz+fJlAIoVK0bbtm3p378/OXPmfKaxKqWUUkoppZRSSimlVGqxSob0kCFDmDx5MgBNmzZlwIABVK1alRw5cmAymVL79CodyehPcJRSSimllFJKKaWUSksZPb5mlQzpNWvWYDKZaNWqFWvXrrXGKZVSSimllFJKKaWUUkqlMzbWOElE074+ffpY43RKKaWUUkoppZRSSiml0iGrBKSzZs0KgIeHhzVOp5RSSimllFJKKaWUUiodskpAumLFigBcuXLFGqdTSimllFJKKaWUUkoplQ5ZJSDdu3dvDMNg8eLF1jidUkoppZRSSimllFJKqXTIKgHpN954g7fffptVq1YxceJEa5xSKaWUUkoppZRSSimlVDpjZ42T/P333/Tq1YsrV64wYsQIVq5cSadOnShbtixZsmRJdP/69etbYZRKKaWUUkoppZRSSimlUpNVAtIvv/wyJpMp8s8HDx7k4MGDSdrXZDIRGhqaWkNTSimllFJKKaWUUkopZSVWCUgDGIZhrVMppZRSSimllFJKKaWUSoesEpD+66+/rHEapZRSSimllFJKKaWUUumYVQLSDRo0sMZplFJKKaWUUkoppZRSSqVjNmk9AKWUUkoppZRSSimllFKZgwaklVJKKaWUUkoppZRSSlmFBqSVUkoppZRSSimllFJKWYXFa0gXL148WdubTCZcXFzIkSMHlSpVonHjxrRp0wYbG42VK6WUUkoppZRSSiml1PPE4gHpy5cvYzKZMAwjyfuYTCYAdu3axffff0/RokWZP38+9evXt/TwlFJKKaWUUkoppZRSSqURiwekCxcuHBlgTgrDMHj8+DH37t0jLCwMgEuXLtG4cWP++OMPmjdvbukhKqWUUkoppZRSSimllEoDqZIhnRLBwcEcPXqUxYsXM3v2bEJCQujcuTOXL1/G1dXVsoNUSimllFJKKaWUUkopZXXpplCzg4MD1atX59tvv2Xjxo3Y2dlx7949fvzxx7QemlJKKaWUUkoppZRSSikLSDcB6egaNWpEt27dMAyDjRs3pvVwlFJKKaWUUkoppZRSSllAugxIA7z66qsAnDhxIo1HopRSSimllFJKKaWUUsoS0m1AumDBggDcvXs3jUeilFJKKaWUUkoppZRSyhLSbUA6NDQUADs7i/ddVEoppZRSSimllFJKKZUG0m1A+uzZswDkzp07jUeilFJKKaWUUkoppZRSyhLSbUB6yZIlmEwmqlevntZDUUoppZRSSimllFJKKWUB6TIg/dVXX7FlyxYA2rVrl7aDUUoppZRSSimllFIpduLECd5//31KliyJs7MzuXPnpn79+syePTuyZOuzuHXrFvPnz6dbt25UqFABV1dXHBwcyJs3L82bN2f27NkEBgZa4CtRSlmCyTAMw5IHvHr1arL3CQgIwNfXl0OHDvHLL79w6NAhDMOgXLlyHDt2DBubdBk3Vyng4+NDoUKFAPD29o5sXqmUUkoppZRSSqnnz7x58+jTpw9BQUFm19eqVYt169aRM2fOFB1/7ty5fPDBB4SFhSW4XalSpVixYgWVKlVK0XmUSk8yenzN4h0DixYtislkeqZjGIZBnjx5WLVqlQajlVJKKaWUUkoppTKgzZs389577xEeHo6HhwcjRoygZs2a3L17l7lz57Jy5Ur27t1L+/bt+euvv1IUA/Lz8yMsLAwHBwdat25N06ZN8fT0xNXVlQsXLjB37ly2bNnCuXPneOWVVzh06FCGC94p9byxeIb0swaQ7ezs6NChA1OnTiVv3rwWGpVKLzL6ExyllFJKKaWUUkolLjQ0FE9PT86fP0+2bNk4dOgQJUqUiLFNnz59mDlzJgALFy6kW7duyT7PN998g5+fHwMHDiR37txmtxk4cCBTp04F4J133mHevHnJPo9S6UlGj69ZPCDds2fP5A3AZMLZ2ZkcOXJQqVIl6tevj4eHhyWHpNKRjP4No5RSSimllFJKqcQtX76cN954A4AJEyYwdOjQONsEBARQsGBB/P39qVChAl5eXqkyluDgYIoWLcqNGzdwc3Pj7t27zzy7X6m0lNHjaxYv2TF//nxLH1IppZRSSimllFJKPfXLL7/QqVMnAN577z1mz55tdrurV69SqVIl7t+/T6lSpTh8+DAuLi5WGePq1asj3/fo0cPsNlmyZOGNN95g9uzZHD9+nHPnzlGqVCmLj8XBwYE6deqwYsUK7t27x507d8iVK5fFz6OUShot0KyUUkoppZRSSimVgbz99tt07twZgDlz5rBmzZo424SHh9OtWzfu37+PnZ0dS5cutVowGmDXrl0AlClTJsGSrA0aNIh8v3v37lQbT/SmitqvTKm0ZfEMaaWS6p13wNUVbG3Bzk6WxN47OUGrVlClivljXrwIjo7g4iKLvb11vyallFJKqdQWHg6PHsHDh7JEfx/x5+BgCAmBHj0gR464x/D2hlGjZJuQENk+NBRMJrCxibvE/nzQIKhYMe5xDQO+/hqcnc0vWbJEvXdxATc3ub5TSimVfDNnzuSff/7h8uXL9OrVi5o1a8YI/E6ePJmdO3cCMGbMGKpXr261sT169AgfHx8AypYtm+C20defOnUqVcYTEhLCnj17AMiTJw85zP1yVMqCQkPluuzBAyhcWK6lYvP2htWrIShIlidPzL8PCZFrrPDwqCUgwOpfkkVpQFqlma1bU7Zf3rzxB6SrVIH796P+bG8PWbPKzU6OHLK4u0e9j75UqACx+isopZRSSqWKkBC4exfu3JGlXj3z2/3zD3z0UcyAc0CAgTOBuPLQ7JKVRzgShD0hhFwLBvfgqKjz00i1i28wdZeH4EAwDgRjTwj2hGBgIhybeJeI9Tlu2EChp9FpW9vIKHOoQxZ8xzoTiCwBZIn3/WNcuIcbdo52uLvL9drIkfB0Bnoc69eDg4Nct3l4QJ488mellMqssmXLxuLFi3n55Ze5ffs2PXv2ZMOGDZhMJg4fPsyoUaMAqFu3rtn6zSCB6rFjxz7TOIoUKcLly5djfObj40NEy7LEattG1MEFqYWbGubMmcPt27cB6NixY6qcQz2//Pzg+HG4dUuWO3ck0Hz/fvyvjx9H7R8QIJdKsZ07Bx9/bL2vIz3RgLTKcLJmjX9d9G94kHsvf39ZLl1K+LjjxsFnn5lfN2yY3ADmyydL3rxR73PnlvswpZRSSmVuoaFyw3LtGly/LkvE+1u34PZtWe7cgXv3DLLyiFzcJhe32bXyNk6Pbkdt9HTxvHyfHw7HDTrbEp7gWIKehpqdf7QHZwd5Su8Q9Zol3IFy2BOMAyFPX0Of3hrYEZpASDocEwYu18Lh4dMUndBQCAyEwEBsHwcwmkCyEIAdYUn6e3sYlBV/X3fu+bqRe6w7/OYmGQQRUeqnr4s/cMcnwJ075MSXvNzDDXd3Ex4eJLrkzSuz6JRS6nlTt25dhg0bxhdffMGmTZv47rvv6NWrF507dyY4ODgyaG1r5ZvWhw8fRr7PmtBNPMQoI/Lo0SOLj+XixYuMGDEicizDhw+3+DlUxhEUJNdmPj7yevOmXKc9egRTp5rfZ9066NUr5ed88MB8QDozX5toQFqlmdKcxoaHhGJHGLZmX2N/ZmBDfCWvIqaaplRCM3aWLpWpFObY2EiGTkSAOl8+mY5RpIi8enrKTZBSSimlMq6HD+VaoFw58+uXLoWuXcHFeEgBrlGAa+TnOgW4RhWukYebkcHniMWR4KgDtH/66uICuXLJkjMn5MiJF0XjyYU2vzzGBeNpq5h928DcDO0bl+Cl4in/+9j2LTRuHPdz3+tQoIC8tyOEiFzpLATEeZ+VR7hxD3f8I19fzXsPQv0lZcjfH+7dkyUwkF9jnSsIB/z8PfDz98D3dF788MCXvPjiwRGi/uyHB4M/z8ZnI83MlQWOHoXs2WXcWu5NKZURjR49mi1btrBv3z4+/fRT/vzzz8jSF99//z1FixaNd98PP/yQDh06PNP5HcxMV3ny5EmC66NzjBaVCwwMfKaxxBYQEED79u25/3Qq9YwZM8ifP79Fz6HSj8BAuHpVEgJ8fMwvt27Fv/+kSVIuNrbcuZ9tXPfvywPy2OKWLTNwIBhHgmIsdoRiwoiRHBDKDU4/27DSlAakVZrZThMSnrgTV4iNA6YuWcA1i9ywZYl6NTm4sPTp9M+AWK/3yc5dcuCPe4zlMS6A3JzEF5A2DPD1jX9M4eGy3tcXDh+Ou37gQKmlaM5//0nGd5EiCWd+K6WUUip1PX4Mly9HLZcuxXzvfzccD/y4uusq9jevRaU+X5P3bc9e455xnWw8jHHcu7hznfz4kpdb5OYUnrHC0rIs2ZiLCg1yxkmfuXka3vVMeOyOjtKXI2tWyPX01clJgqvxPch3d4cBA6ISpx0com7AotcnjL5Er11YpIj549raQvPmEQnT9gQG2hMQkI3AQLgvSdREi1HEUW40FG4U93P/G08om/8+7viTi9tPw85+MV4r4kUTtuKBH04Exdg/dJwTLCwg2QKFC0OhQpHvP+lRmP98CxNociFfvqhVEa9Fi0pZt+LF5dJTKaXSm4iGhZUrV+bx48esXr0agLfeeosuXbokuG+ePHnIkyePxcfkFC3SFhwcnMCWMZsNOptLI02h0NBQOnbsyNGjRwHo3bs3PXr0sNjxlfUFBMjlV8mS5tfPnw99+qT8+HfumA8cx/4WcSCIbDwwu7jyMM5nuXs/ANsHkoYdURg6KIgXAoLwtw/CPjwIByMI+/CEv1ei8wEKJbpV+qUBaZV21qyRzJ/QUAgLS/w1JAT7oCC5YwwIiPNq//gxb73sS/iDx4Q/ls9NgQHYPH6E7ZPHZocQYrLnga0790zu5BrnDotzRE0RfVqg8JFLXqqHRGTc5CWA5HUlju+GDaBzZ7hwQd7nzCk/VCOWUqWiXrXfglJKKWUZly/Dli3y+zd64PnWLQN3/CnGpcilUbT3RbiCM08gotazgwPkzy9ptQUKEJj/Bb5akv9pbrQsN8hHIIlHMLNnB38XwMw9eIECsHBhVMDZ1TVqifhzSrJ63dxgypTk75cYDw/YuDHhbcLDJSj96FFUAnTEYq5RIkCg4YR7GSf8/T04f0cuDeNnkJ37eOAXGawe2d2XijmuSdrUuXOwfbvc0YaH8+fTve4YObh6vbAs/xXmKoX5l8IspRjnKYk/OciXT4LTEUuLFlCtWjL/kpRSKhWULFmSoUOHMnLkSABy5crFDz/8kGbjcXV1jXyfWBmOx9FqbyZW3iOpDMOgR48ebNiwAZC60TNnzrTIsVXqCQuTX88XL0Ytly5Fvffzk4fDjx6ZbxKYSLlys0yERz7wfrTpFh7Zb0fVWnv6WunKLQ7Z3iaP6Rbu4bfJEm4+xgQQbmNLuEs2wl2zYXJ1xcYtGzaO2SB7TnnS7egYudg5OuIW7c/xLnZ28tQ/eofpW7egdevkf8HphAakVdqpUiVlPy0SYPN0iSMkRO5yIgpK+/vD3bvY+/uT09+fnHfvRn3u7S1zN+/ehZs3cQ0N5Z9oh3psk5WbJg+uheWNnAYaEaz2w4Mb5MObQtwkDwY28Qakw8NjlgGJaGr0339xt3V3jwpQRwSpa9fWJoxKKaVUbHfuwPnzULOmmZVhYZxcd4VVH52hJOepySXeihZ0zs6DyE0f4Bq5ZhPNI99/sagIlVoUkCfJ0e+EbsGUJfLW3l5i1ZXzR8WsPTxiVuKIrMiRI+HGfK6u0K2bZf5u0gsbG7mZzJIlbsZRfPLnh9NP56WGh8tlmq+v3JjGXUz4+bnh5+fG3ptlCAmBgb2A2P8nQkK4fuA6b750lcJcpRDeSBj6Kg3YSWGu4kZUt+y7uHP+Rkku3CjB+d0lOU9JLt0pSbWCJeQfONad8dq18vWVLSsPAJRSKjU9evSI+fPnR/75zp07HDp0iEaNzEw7iebmzZvcvHnzmc7t4OBA6dKlY3wWvZGhj49PgvtHb2QYvcHhs+jTpw9Lly4FoEWLFixduhQbG7PRApUGHj4ELy84cyZqOXtWruESSagnIEDqPpvLZI4ZYjLIyZ1oqQJR5dQKcI2CpusUsLmOW9idqL4XPZ7uajLJRVquXJA7N1ly5eLFd16M/DM5c0pGgasrZMsWY7FxdsbGXLTc0hL5vkrvNCCtMgd7e/mhkdzCP+HhEqSOqMnh54eLry/FfH0p4utHyFVfwm6cx/aWL/b3bmFjRDUYCjY54E0hPMYVgt9jTg2lUCH87AsTHOyawMmj+PvDvn2yRJg8GQYNMr+9r6/cAOnvW6WUUs+jkBC5YTlxQoKUZ89K0uvZs3D3rkEubnN+3Rmy+52NusN5epfTMjiYlkj94csU5RLF2ENtfqZTtNB0Me6Sg4iyXtG96waVcsUdU86ccOSIBE5z5tTfwanJxiYquF+hQsLbGoZcR5lNuLO3x9exCIeyFGF3gPn9s3Gf4lykJOcpwQUkDH2eeuyiINdgOrK4uERlDpQogVGiJN/1K8uhJ57cIRd580pgOvri6Sk3zvp/RSllCR999BEXL14EJDv54cOHdO/enWPHjuHu7h7vfjNnzmTs2LHPdO4iRYpw+fLlGJ9lzZqVQoUK4e3tzenTCVe6jb7e0zOROlVJMGTIkMjs8Pr16/P7779jr00CrC4kJP5ZXGvWSO+NlLp4wcDD3j9mjTUfH8pdvM4urlHI5hr5jOs4GFHRbcNkItjNg/B8BbArUgC7wrUwFcgvwZOIQHPEa44ckpGsUo0GpJVKiI2N3FXmzAnly8dcBcRoiBoWJlM6rl8Hb28crl6l+FVv8L4qd81//hk5NRQgH+BvcuOqUYirFOYKRbhIcS5QgguU4CLFEywPEl/NJMOQG5zgYLnZKVdO/uzpKe9LlDBfpF8ppZRKb4KDowLPJ09GvZ49C4QEU4pzlOMkZTjDK5ylNGcpwxncuQetkeyWIkWgdGnpwPfBBwQWLkPZtqXxplBk47/oPDygVFEoVkxqB0csxYrJM+W4zWeEjQ288EJq/U2olIpIcIpPlSoy7ffuXZm55u0tVT0i3l+5kp2LF1/kyI0X4+zrTADH116iePh5+Y96/rzUglm+HK5cYcvTa75b5OKUryenfctyaocnG/FkKp54UwjnLDaUKRMVoC5bVi45S5XSBotKqaT7/fffWbBgAQA9evTgzTffpEWLFvj4+PD+++/z22+/pcm46tatyy+//MKZM2fw9fUlb968ZrfbuXNn5Ps6deo80zm/+OILJk2aBED16tVZt26dRetSq7iCg+Xa7MQJOH5cXk+ckBIbd+5I4nBsZcokftxs3KcYlyjK5cjXiPeer1yGwGh9O1xcoGBBHAsUoObbxbEvUi9GaTUKFMDk4YGj/nJNN0yGYRhpPQiVefj4+EROwfH29o4xjSdTCA2VoHTEnc7Vq4RevMqTc94Yly7hdP0i9sFRKTrXyRcZoI697PTKSfkKcTO3fH0hX774h2BvL/fl5cpBpUpSq7FSJblf1wwdpZRS6cX+/fDSS2CEhlKS85TnBBU4TnlOUJ4TlOYs9oQCcJucnKU0ZygT+dr9i9K0HVAiTpNAgKZNZZZlsWIxA89FimjTOmVeQIDcWF+4EBV3vnBBMrzMPaTYtj6Ifq3P48mpGEsZzpCFQAAek4XTlI1ce5qynKQc5yjFTwvtnrtSLUqp1HH9+nUqVqzI3bt3KV68OEeOHMHV1ZWPPvqI7777DoBFixbR9VnSUVNo2bJlvPnmmwBMmDCBoUOHxtkmICCAggUL4u/vT7ly5Thx4kSKzzd9+nT69+8PQMWKFdmxYwc5tCGTxYSGyu++6IHn48clGB0aan6f/fvN91p48ACyZzfwwI9SnKM0ZynFOUpxjuJcpCiXJcHgqRB7Z57kLQrFiuFUtij2pYrFzBrIkcN8UennWEaPr2lAWllVRv+GSXWGIcUPn97phJ29QMDxC4SduYDjtQs4P7odtWm2bJhKlJAUmrJliUiv+du3NA1aJb8RRNasMu110iSoVy/x7ZVSSqmU8PODY8ekXcOxYzBu3NMGwGFhEvF7mlYTdPA4Z1adoAxncESmW94iF8ep8DQkLctJynGHmDU07Oxg4kQYODANvkClgHXrpLTa+fMxGzCaCKcIV+IEqj05RQ78AXiCI+FlPMlSo2JU5kDFipAvHw8fmWjWTK7ZKlSQjytUSH5VOqXU88EwDJo1a8bWrVuxtbVl165d1K5dG4DAwECqVavGyZMnyZYtG8eOHaNIfA2OUklISAienp5cuHCBbNmycejQIUrEaoTUp0+fyGaD8+fPp0ePHnGOM2bMmMiyIvFtM3/+fP73v/9hGAalS5fm77//xsNckWGVLJcvw2efSeD59GkICkre/kuWQOeW/jHrqz19fXj4HK6GZDmHY+JxriKEFiuFo2dxnD2LYSpWNCrgnDt3pgs4Jyajx9d04r5S6YnJBHnzylK3LrZAjCrTDx5EpuSYIlJzzp2Dv/+W1GigPnCFQpyhDKcpG7mcoQzXKIC5epgg01X37o1/emhQEKxYIfdEnp5a9kMppVTCgoLg1CkJOkcPQN+8Cdm5RyWO8QJHMa4fhftH5U7nyRPZ2d0dx/LlOeRchzmB70UGn28RswNevnxQuZw8ky1dWpZSpeTeRX9PqbTUurUswcHynOXUKbmRP33ahtOni7H7VDE2PmwZbQ+DPNykHCepZPJiyktecNILfv9d0rMBcuQgvGgl3jpUEa89FfmZihynAo/JioeHlIx58UWoXFleS5bU8pdKPe+mTZvG1q1bARg+fHhkMBrA2dmZJUuWUKtWLR48eEDXrl3ZsWOHVRv72dvb8+2339KmTRsePHhAnTp1+Oyzz6hRowb+/v7MnTuX33//HZDyHinN4l69ejXvvvsuhmGQLVs2pk+fzq1bt7h161a8+xQrVgwXl/hLZGYWwf9v777jo6jzP46/0jYJCZBAQg899BYCEWyACMdZEQWxAmcXPL2zeyrq6amn/jz1bCgHKio2LICIioCIIAQChN5L6IGEkELq/P6Y7GQ3O7sphITA+/l4zGNnd77znZnd7OQ7n/3O55tn/o9q29Ycn6+0oCAoHhvSJz+KaM1OurCeLqy37grqedtmyDlSUrBpU7PB1rs3YdeOhg6x0KED/m3bUtdbXjQ5I6mHtFSr2v4Lzmnt2DHYtAljw0YyEzeSs2ojAVs3Uf/QFgKL8gE4Tjib6MgmOrKeLlYvsx20oQjziiUjw/4fUVKSmWcRzFtTu3c3L3acU48etndFi4jIWSAjA1auhBUrzMc1a8zgW2FBEW3YQU9WW1MvVtGaXYA5sODRJl1pOqynGU3r1s1MoNukCfj5MWgQLFhgpgDs2tVMN+V87NIFfIzRJHJaMwyzL0FJoNqc1q0z22HW+F5FReaATcnJkJzM9m/WkLcymVi2EICZo3obbVlDD1bRiyTiSCKOFFoQFuZHjx7uQeqePZWbWuRMkZycTN++fcnNzSUhIYHFixcTaPNr7IsvvmilyvjXv/7Fo48+Wt27ynvvvceECRPIy8uzXZ6QkMDs2bOJirIZNZiye0iPHTuWDz74oEL7NH/+fAYOHFihdWq71FSzg8Dq1eZAzKtXm/+H8vNh9my45BLPdQzDzIaRnm4+DySfdmyjMxus4LNzPA9nSqoTjrocb2EOjFC3dywh3Yt7DLRvbx9skEqp7fE19R0ROVPUrw8JCfglJFB3jEvP6oIC80Jm40b8V26ixfKNtNi4katSvqdObjoA2YSyni7sDu9K3Xe6lQQEYmKs22KSk0s2deKEmQtq+fKS1wICzMwhrkHquDiIiKiOgxcRkZqSm2sOSE5+Ht1YSzwruJNV9GQ1PVhDPcxbMQ/SiNX05AtGspqerKIXm+jIZf2C+HqKfd1Tppj/R/S/RM40fn5mJ7GmTeGii9yX5eS4PPH3N0ekbtcOhg/ntVR4fSWEkEMX1tOdZLqTTE9W81depyFHATOv+qqsXiQtiSNpSRyvFn/fdqcE0Lx59R2niJwaubm53HDDDeTm5hIWFsa0adNsg9EADz74IHPmzGHhwoVMnDiRoUOHEh8fX637e9ttt9G/f39ef/115s2bx759+wgLC6Nz587ccMMN3HrrrV73Xyrn4EGzo4BzSkyEvXu9l1+1qlRAuqAAtm7Fb80aXqm7jvB0MwDdgc04MDu8ZQVHcjymK3Tpi1+/MRBv9hgIad6cEKXXkDKoh7RUq9r+C84ZxTBg/36M5LUcW7KOzCVrqbNjHQ32rzPzd4D562XXrtCtG99u68Yb87uyhh4et0z70qaNGZj+3//MmLmIiNQeGRnmHTKJiRAfD1ZHooICWL/eXJCYyNqpicTmrCaYPArxZyOdrD7Rq+jFanpykCZWvXXqlKTGHTAAbrihRg5PpNZZtgwWLjQz3CQnm1/DknyeBi1IIY4kerGquK90knVHQjahhJ7TAz9nd+m4OPOLGBrKL7/A66+796Z26ZcgIiKnOcOAf/3LapqRklLuNWnCASZcmMw/rkg2b3Mr9Q/mRL1GHGncBbp2oX6/LoQnFN+q1qiR/lHUoNoeX1NAWqpVbf/CnBWKimD3bo+hc/PXrCeo0PyHtJ8mVoDBGWzYQiyFXm66qFvXvMXHLl3ZwYNm/LttW/0vExGpSa7BZ2dvms2bwZ9COrCZhy9KZGzX5WaBVavMbpx+ftC5M4tz+zB9Wx8S6cNqepJDHaveNm3MwHPPnuZjjx5mZ89qTGEpcsYqLDQHTlyzxvz+rlplPhYPLQJABGn0YhWjOyRxxznFBTZsMFcOCICuXVkVEM+kpD6sIJ7V9CSXEBo2NH+Iio+HPn3Mx5Yt1V4TEalJzlO3ndhY83+CN3XIoivr6E4yPVhj3WUTTWpxgTpmhzTnYLrOSSPnnpZqe3xNAWmpVrX9C3NWKyyEbds4vngNqT+vojBpNRG7VhOVvQeAHEJYSze33nBr6EEG9bngAnPcRTsvvQQPPWTejt27d8mFT3y8GbDQRY+ISNXzFnz2o4h2bMMMLZtTb1ZSl+I7Z2JjoW9fMzrVp4/ZlbJuXd58E/72NzPjU3x8Sa7a7t2hXr0aPVSRs9KBA2Zw2hmgXrUKRoyA558vLpCTY3Y6KD4BbPtiBS3T1xBEAfkEspZurCDeOhMk0508gomKKglOO08DzZurvSYiciocOVKSbsP5eM018Mor9uWvuw6mTzfnG5Jq3SnTm5XEkUQsW/DHoAg/DtWPJbN1dwJ7dyd6UHfC+vcwe4mpx0CtUdvjawpIS7Wq7V8YsXH0KDlLV3Ng7mpO/LGKsC2raZq2jiDDzCu1g9Ycb9uLHjcVD1jVqxe0bm1duVx/PXz6qX3V9eu7B6l79zbHQdD/SBGRynn+eZg61Qw+g0FrdroFn+NZQQTHANhOG5clfVjn6M2e4xE4HJ71ZmVBYCAEB1fn0YhIRRiG98Bx27awb8cJupNMPCusb3431hJIIXkEkUx3EuljBarX0o18HJx3Hvz2W/Uei4jImeboUc/g865dnuUGDDAHfLYYhpkceuVKFv83idSfzOBzS8yOY9n+4exv0ov8rnHUvaAXjYf0ILBHF7M3tNRqtT2+poC0VKva/oWRcsrPJz95I/vnrCJj0Wpijq6m/o5V5rC+YHaXK75/+4mvejHnQC/W0o1cQsqsul49s+ddfDwMGgSXXXZqD0VEpDbJyDBzBnbpUmqBYUBKCh/ck0jKtyVhZucAaLuJcQs+ryCeozQEICjI7OkcHw8vvGCOtC4iZw7DgGnTzJ7Uzt7U6enmshBy6MEa6werPiTSlXUEUEQuDtbQg2Oxfbj4oeIu0127mieNYnPnminn+/SBxo1r5PBERE47aWmeweedO8tez48ieoZtY8V7K/FfXXzSXrnSus4uqN+QrfV6U9A9jvoD42h2WW8COqpH15mqtsfXFJCWalXbvzByEooHUWT1avNKZ/VqjFWrKdq0mQCKyCeQDXQuvqnInFbRiwy8j4Q4YgR89VX1HYKIyOkkI8O8BnEdPX3LFjNn8/bF+0tGtXFOhw4B5jgAy+nrFnw+hBkpcg0+O6fu3dXzWeRsYhhmrzzXc0tiohlAAQglm56stoLUlzVJJOrQBnMckuBg8464vn2hb19ueq0PnyR1oogAWrRwT/URH6+0pCJydpowAd5803eZQPLpzAa3lBu9WEU9jpsFWrQwe2r17l3y2KKFciidRWp7fE0BaalWtf0LI1XPyMrm4E9rODAnifzlSdTfnkTLY8mEYA6guI22bkHqJOI4QFMAnnsOHnvMvt6rrzZjL65BlY4dvQ8AISJyOisdfHbmfAaI4rDbLfZ9SKQFe4sXFid8Lc77vDOqD23OawaYKTacwWdncEjBZxGxYxiwY4d7b74VK+DYMXOckAt6Z5kdDpYvNxcsXw6bNgGQSRgr6c1y+lo/hm2jHeBHy5buAer4eGjYsEYPVUSk0tLSStprBw96z/U8dSqMG1fy3Hk3imvwuTsl18S7Q2JJbRFHUa/eNLw4jpgr4ghsql/0zna1Pb6mgLRUq9r+hZHqYeTlc3DhRvbNTuLE0iTCtyTRKm0V9Q0zr+kBGpNEHB2vjaPt1XHmL8IuAzAYhhmDOXrUvd6wMDOFtWtO6k6dzKCMiMjpZPdu+PLLkqCPM/gcQZpH8Lk1ZoLBNCKsVy95og89b+kDLVu69ZQxDHj/ffO0qeCziJyMoiLYvt3skBdik3Vt4x/HuKvfSvqynD4k0pfltGEnAEeJtM5XziB1Ci0AP1q3NgPUd94JgwdX5xGJiJRfenpJ8NnZXtu2rWS5v7/ZoSAszHPF7TNW8cYtJQMOdmIjgRRSQAA76nTlSMs4iOtN1NA4Wl/Rk8AGGiFaPNX2+JoC0lKtavsXRmqOUWRwcOkO9nyXRPbiJOpsSqK3fxIBB/ebBerWNaPNcXGkxsQx+ME41tOFAoJ81hsa6h6kjo+Hzp0VpBaRmvXLLzB8cAa9WekWfG6PeaWTQV1rYDHntJ22gB9BQfD223DLLTV7DCJydktMhL//3QzYZGWZrznv6HANUjfDbMsdoLEVnF5OX8b9tw8jxzeyrfv4cbPpJyJSHY4dM89lzsDzihWwdWvZ6/3x3UESgorzPDvzPW/fDkAOIWwL60la6zj84+OI/lNv2lzejaC6ZY+rJAK1P76mgLRUq9r+hZHT0MGD5i2izpF4kpLMJKpALg7W0s0t3ccaepBFuM8q330Xbr+9GvZdRM4qdmk3Zs2C2FjMaE1SkpWstXBZIgFbzNvds6jDSnq7BZ+3EIuBv3I+i8hpr7DQvMvDNaV9UhLk5JjLm7HXCk47H50DrtKypZVyiL59IT6e4wERRESYN8e5phzq3Rvqex96RESkwlauhGuvLU/w2aAVu9xSbsSRRHP2mYvr1zdvT3NOvXtT2L4jAcHqBSWVV9vjawpIS7Wq7V8YqR3Sdh9nw/TVHFuQRNDaJJocSKJD/joc5FOEH5vp4JGX+ghR1vqJieaFTWknTsD995sXPPHxHgPJi4hYfOV8duYJ7EMiD1y4nDZHEmGDy4BgcXHQpw8Pfd6H2Yf6sBFzQDAFn0XkTFFQABs3ug+auGqV2dYCgy6hO0n+33L8Vywv6ZJ43BzIK7tFLF+nlOSjTiKObMx74jt0cA9Sx8VBPd3pLiJepKWZP5DFxUFkpOfy/fuhWTP31/wppAObrStJZwC6AebIrwdozPb6cRxr25uWV8bR9abe5ojTGmxQqlhtj68pIC3VqrZ/YaT2Org7ly3friftlyT8VyfRaG8SnfJWU5dMAPbQwuxB7R/Hw9PjCEqI88i9unw5JCSU1BkcDD16uAeHunYFh6O6j05EatKhQyU3aKxcaU7OHIJB5NGdZLe0G91YSxAF5BHEwcY9iBnep2RUL5dfuh5/3H1wVgWfReRMVlAA69ebseejR81OAJaiIvNXveXLSZq0nJzfEokjiVBOUIg/6+niNmjiGnqQRzB+fmaQ2hmg7tMHzjlHbTWRs9HBg+5ttRUrYOdOc9nXX8Pw4TYr5eUxtPk6YlJXWsHnnqwmjGwAdtKaHRFxZMT2JqRfHM0u603HgU11jpFqUdvjawpIS7Wq7V8YObMcOlDExllbSf05CVYm0XBPEt0LkmhQcNgsEBnpdmvVZ5t6ccM/O1KI91urHA7PHozduimIJHKmKiw0e99lZ4ODXLqTTG9W0puVxLOCHqwhmDwKCGAt3dzSbiTTnXMHBjN/fk0fhYhI7XHTTTBtGgSSTxfWF4ehzXQfPVhj/eC3hh5uQer1dKGQQA4cgMaNa/ooRORUMQzYu7ck8Oyc9u71vs4TT8AzD2XCmjUlUeukJFi7FvLNu2w30YmdDeLI7NCbOufG0eKyXnQ+r4GCz1Jjant8TQFpqVa1/QsjZ76cbIPQtH3uOamTkqyfz7MJJZnubuk+kunOCUK91um8zf6XX5TbUKS2KCoy8wU6r0f69YOrrnIpkJ1tXrSsWMHMp1fS4vBKq+ezs7feSnpbgZDV9OQEoQQFmT9SOXvrnXOOObCqiIiUT14erFtXkskjMdE8HefnQzAn6MEat3zUXViPPwZZ1GG9I46+dxXno46Lg44dISAAgNmz4Z13zHOyc2rTBvz9a/JoRaS8nnoKli41226HD/sqadCEA/RilTWdH5ZE8+ytZjTbefFW3ClpY53e5MT2oEvfMHUyktNKbY+vKSAt1aq2f2HkLJaWxtx/r+LAnCTqbUsiNjOJTmwkkEIKCGAjndyC1KvoRToliciiosxb7+1Sh+3aZd5C1qMHhGhQZZFql5dnpnB27RCzahVkmhl9COc4Dw9dxeOXuNzj6cz5HBTE7vrd+DHV7Be9gniS6U4OdQgMLLljwhmAVtoNEZGql5trdmR05qNesQKSk800IGFkEkcSfVnO8BaJXBiyvGSEstBQswEWF8eMnXE8/4PZ0SAXs0FWrx707OkepO7aVedxkZpw4oTZNouKsl8eF2e231z5U0gsW6zAcxxJ9GIVjTkEQDr1We3Xi/RWvbhyYi/zS96li/L6SK1Q2+NrCkhLtartXxgRp7Q0WLUkhz1zksldkkTYliTaZSTRgzWEcgKAHbS2AtR+cXE8MzPOHBWjVFT62WfN28QCA82LHOcgPN27m1ODBjVxhCJnHsMwB6dZs6ZkSk42Y8v5+WaZ+qRbOQLjWUFvVtKBzfhjlCSOd45s2rs3dOvG5GnB3HOPeQ3jMni6ghYiIjXoxAnzHO8apL7uOnj4YSA93YxcudwNV7huAwGG2dFgA509OhocIwIw22udO5vnemeQumdPtddEqoqzvbZ6tTmtWWM+btoEY8bA5Mn26901JpuVHya7BZ57sIY65ACwi5YkB/TiUNNeFPaII2JgLzoMaUWXrn4aqF5qpdoeX1NAWqpVbf/CiPiSng5JywvYMXcz2YuTCN2YROv0JLdRl4mOdstLTVwcIx5qz9ffer8ftFmzkuC0c+rcWb2pRSpq3DiYOtX5zCCGPfRkNT1YQ09W05uVtMccjTCLOqyiV3E26N6s8o/n97TOhNbzvGLJzTUDFMV3fYuISC3UpkkOUQfXuoShk9yCWdtp4xakTiKO/TQF/OjbF5Ytq9n9F6mNcnJg48aSoLMzAJ2aal8+Ph4Slxuwb5/5i5Mz5/OqVRRt2oy/UUQBAaynC+uCenG0ZRx+cb2Ivrgn3S5sQIcOaq/JmaO2x9cUkJZqVdu/MCIVdewYJK00aMlu2h4rlZc6JQWATL9wVhk93S5w1tOFPLx3rQwIgNhYuPpqs4e1yNkqNxc2bzZ7Oa9fb7721FOlCuXkwNq1zPrXGrZ/s9oKQkeSDkAaEayhh5VyYyW92URHigigSROzt3NcHDzwAEREVOPBiYhItSgqgunTzU7Tzo7TqakQQAEd2ExvVrqFop3/Pw7SiFX0wugZx7BHi29vi43FtbvlQw/B9u3m+AHOqX1784dMkbPR9Onw6admLvjt280e0d7UJYNurKU7yXQnmZ5+yZwfkYxfWnFnn7p1zVsU4uLYG92LGdt70eziLvTqF6Ic8HLGq+3xNQWkpVrV9i+MSJU6fJgTS1fxxl+SaJFqXuA4UwMUEMBW2rOWbqyjK+voylq6sYVYCii5yPnLX7zftjZjBhQWmr2pY2OVOkBqt+xs81bN9evdp23bzL9zk0G3+imsmbYGvzUu3Ww2b4aiIgw/PzYZHVhDD8ywdE/W0IM9xAB+tGlTkm7DeRND06Y1eNAiIlIjjOIOmM4AtXMyU08btGKXW4B6UOQqwtPMjgY4HNCpk3Vb291vd2fmru6k0ALws4p07mwGp7t2Nec7dYK2bZW6Vmq33FyzvXb4MAwebF/m6ac9Ow8EkUdHNlmB5+4k0421tGYXAAUEsImOJNOdi//WnaiBxbeNtmqlqLOctWp7fE0BaalWtf0LI3KqHD9u9sZZ83smRxesgbVrabB/LZ2LzHB0Ew4CkEcQm+lgBagTxnXl8oe7Qrt2Hl1tevUy43FgttPatjUveFynTp2gfv1qPliRMuzeDfPmlfR63rABduxw7UFj0IIUurKOLqwv/snGnK/HcbNI/fpmj5kePazHXXW70bpLHcLDzWuYHj1Kpm7d1PtZRER8y8gwf+d0DVInJ8PChdAv9oj5JDnZHGExORlj7Vr8jpv/l9Kpz1q6WeE257zrINgBAWaTrmNHs412xRVw/vk1cqgiXhkGHDhgBp43by553Ly5pKNAdLQ5oLuHnBx+/O9mpjy0ns5soDMb6MJ6YtmCA3NAjz20IJnubAzqzvFW3Qno1Z3oCzrRvU8w3bubnaJFpPbH1xSQlmpV278wItUpPx+2bDGva7b9kUrmH+sI3LSOxkfW0Y21dGUdURwxCwcHm1cunTpBx44UxXbk/Fs6siavI1mE+9xO06bQoYN5AdS+vTklJJgdDkROhaNHzV5mfft6jPEJwOefw7XXQnkCz1nUYQOdzVyBxSUemNqdgTe39KjcMMxbQ3ULp4iIVJX8fPN/il1e2vXrDC7ptsvq7ens+dmJjQRRAMBemrGRTmygMxvpZM3voxkvveTHAw/Yb3fBAoiKMv+nhYWduuOTs1d2ttkpoHTQefNmszONL3XJYNecDUTuL+5Z4Oxl4NLDYD9NWE8XNtCZgw26UNilO3X7d6Njv0h69lR7TaQstT2+poC0VKva/oUROR0cP27mXFubbHDNhYeI2LvO7Imzbp3ZWty4EQ4etMqn0JxNdHSbNtKJ3bTEwL6V99JLeL0ASk42B1ps0MA+mChSVGT2nNm1C3buNIPPW7aUTEeKf0c5fNi8mCYz01xQfJVzdOlmtny/mc5ssALP2YSyni5ugef1dGEnrTHwJyYGunQxe/6PG2f2ehYREalJqanw3XclnabXrjX/PwaRRwc2051kurKuOAy9kQ5stnqJHiecwvadiOjfuaTTQefO0K4dRpCDunUhK8vcTpMm5p1w7dp5PjZurPaa2CssNIe0aen5Gz4AH38MN97off0g8mjDDmLZQnu2EssWOrCZLqynOfvMQn5+0Lp1ye2ZXbpQENuZZ77oTLv4CCtljX5UEam42h5fU0BaqlVt/8KI1BYb/zjGf+/ZRMDWTUSnmWHoTmwkli2EkAtADiFsIZZNdGQb7dhOW+vxP1/GcOXVnqPtGAbWBVBEhNmLumXLksn1eZMmGsX6THfkCMyZYwadncHnXbvMKS/PvWwQebRlOx3YbE3Xxm2m/oHNsH9/ScGoKArbdeCjP2LZQGe3wDN+/rRubQaeXadOnaBeveo7bhERkcpKTS3uWGBm9WDjxpK+BAEU0IYddGIjndnAP67eSP19G83epenpZgUBAeS3ascP2zuwjXZspT3baMc22rGT1uTjnoQ6NNQ9SN26tZkKpE2baj90qWaGYf74v2OH/bR7t9nD/9AhM8VGacuXw7kJ+bRmJ7FssSZn8Lk1OwmgCDCvK7bSns10sHo8X/NEZwbc3hHq1KnmIxc5O9T2+JoC0lKtavsXRqQ2ysgwO05v2AAb1xWSunI3RRs2UXffJmINM1jdlu20ZLfVqDQCA/Fr1cq8cnG5ikmt15a2Q9txnLKjf4GB0KKFe5B69GgzV6+cvnJyzPjw/v3mgE7795vpMxo39iy7erWZq9xk0IhDtGYnrdlJG3ZYj+3YRht2WH9fmYSxmQ40SIil9dAOZs6YDh3M0TcbNABgwACIjDQHe3IGnjvqmkZERM5Q6eklN7pt2mROn31WPESIYZhRw+Lo9e4fN5A8Ywvt2EZbtlu9qgvxZw8xbkFq1ykTM/nunDkwbJjnPuTlwRNPmO23mJiSx+hopU44nR04YPZm3rvXbLvt3Vsyn5tb1toGK2YfpHfDXe49DHbsoHDTFowdOwnEHD36BMFspT1bac8WYtkVFMuJmFgCO8cS3bMZHTr506GD2eNZHQVETr3aHl9TQFqqVW3/woicSfLyzFQKGzeaA5Ds2JTH8XW7MbZt53//2IYjZbuZcHfbNnPKzLTWTaUhO2jDblqSQgv2EGNNKbRgH80oxLOH9bffmr1ySsvJgeHDzaBnkyb2U2SkbjmtrMJCs+fVkSPmdPhwSbC59GNamuf6v/wCgwYa5srFFyns3Enupp3Mm7zDCkLXIcdaJ42I4ldbs522bKKj1Td6P00JDPTjxRfh73+vvvdBRETkTPDVV3DPPeb/bX8KaUGKW+i5PVuteWuwX+AgjdhJazoNiaF+1xizt0BMjDm1bMnOnMa0aecZeXY4zDZa48bQqJHn5Hy9Qwf9cHwysrPNHvSHD5uTcz411fw94p//NNvEpSUne09V5kcRTThgtdVascttvhW7COVEyQr16pnd6Fu3hvbtefj9WPbWicW/YywNerQgtqM/HTuan3WLFvqhQqQm1fb4mgLSUq1q+xdG5KxlmMHIee9tZ8rj22hVtJ22bKcFKVYoui4lAetC/NlPUytA7QxW//XfMbQ5v3nJVU1xwridO8u+dTQw0EwTEhnpOf31r2baBrvdzsgwL46Cgqru7ahuhYVmmpSsLPN3AeeUkVESZD5yBG65xf593LvXvGjwpg5ZNGOfNTVnr9vzuMb7qJuxz/zlwKluXWjThu/Xt2ZLgXlps4M2VhD6GBE4HGYP+TZtzM7PrlPr1rX7MxEREalp2dnmb8TbtpX0IXA+7tgBeXkGUaS6BapbspsxA3cTuH8P7NljVlKsKDCIXQXN2U1Lq+3mnN9PUw7SmEM08kgL4vTrr3DBBZ6vHz4Mzz4L9eubU0SE+6PrfHDwKXmrqkVRkdk+Cw21b+OkpcFbb5V0DigddHb5KGwtXgznnlv8xDDMUaL37SNj837+ek1Ju60p+93mnT3oAY7QgF20stpru2jFhTe15uq/tzIbZxERbtssKCjupS8ip53aHl9TQFqqVW3/woiI2TDdvdu82Nmzx5zfvcsgddsxCnamELh/D00KzMsY14B1DHvcetACZqS4cWOOhzXml7WNrAudgzT2mE8nwusgjL4ugBo1MucDA83NlXcKCoI77rAP8GZlwbvvmjmy/f3NR+dUUGBO+fklj67zBQVw221m+onSDh2CK68sCTg7A9A5OZ5l7cyeDZdcgrmho0fNq5sjR8jbl8qE61JpyBGiSCWaw25B5/pkuNWTQV320Yy9NGcfzeg4sBkJw5uZUe02bcwLluIu6yNGmBdQzs40rVqVPDZpop4zIiIiNaGoyPxBevt292B1air8+GNxIWdQs7hBl/j1Hn6euoeW7Lbabi1IsVI2OKURYbXPXKcJzzSmSc/G7t2p69Rh1SqIiyvffoeEmJ10Q0PNKSTETEfRpYtn2SNH4LnnSso5HObddGVNYD5efbU5UHdphw/DCy+YdxPm5ro/us5nZZmDjWdkmI/Omwl//x369/es13cHAYMwsqy2WkOOuM1Hkcrwcw7Qwn9fyW1tpQbsOEwU+2nq0qWgGftpSop/K/KatSaofSuaxNalTRvcpuho3YUoUhvV9viafusSEZEKCQwsSS1dwg+IACIoKurG4cPFgerdkLwbZu2C/fsMpr+dht++vWb+iEOHrMejyw4SyEHiSLIua4Jxb2QX4s8x6pNOhMfU+b0ImB9h9upwmbLSI2hDODmEklMQSk5GKBkZjuL9Ldull9oHpDMy4P77K/zWWS66yD4gHRgIy5YWEk4m4WTSgOO0JJO6HKcuxwkvNV+fY24XLJ3HHYHcVDh2zK1eB/AOfhylAalEcZho9tGMNfRwCzw7L1wyqUtoqHmR1rQp3DYOEm62P5YZMyr/PoiIiMip4e9fko1jwAAvhfz8oGFDc+rVi8x6sCoHZhZ3nt63D4zCQppwgCYccAs/N+KQNd+ZDTTmINETU80gt6vgYLrUiWBDcZstjUjbtpz1+okIjp2oTzZ1OEwoOYRSmB8KNp0SUlPh1Vcr/x7FxdkHpI8fh//7v4rUZBDCCaKL22fGquNQlFkSpS5+jEo9znNk0oCjHgHnhhyxBh53lYuDVKI4QkMK05tCvw4wcKC5486GWrNmjH2kCQUBwTRvjjV1KX5s1kwDjYvI6Uc9pKVa1fZfcETk1Ni8Gb75xhyU5cABOLDfIHNfBsbBQwQfMy96ojlMfY7ZXMKk0zc2naDMdHNEoDK6ExfhxwlCzCC1jymfIC662J/oaD/zqs5lysrx5+Pp/hRhTgZ+1nwgBTjII4h869F13kEe3Tvm0yA8r6T7dG4uZGZiZGbiV8b9moX4k0l4cVi6rnWRkkoUvS5qSJ9hURAVZV5cujy27hXBrpQAIiLMl4uvX7w+1qun3jIiIiJns8JCs12WklLSl8B1cn0tIwOyMwrwO5JqLnAuTEtjw5J0vv/Us/0WSRoRpFOfY9bAx145HCXdpounbEJZsb6k7ZZLMIUEuLXL7NpqzmnECD+aNvc3g+j5+WaP4/x8stPz+GFWvkd7rvRjHbKtTgSle5F7CA7GqFuXnanhpBFptd+cbTjXx2MBDSlqEIV/dEPCGoUR3ciPqCi46iq4+OKq+3xFpHar7fE19ZAWEZEa16EDPPSQ6yt+QH2gPrm5sRw8aPaCSUsrmVLSILl4Pu5VCAotXjU31+whnJ7Oku/T+MffssoIPdtPdTmOI70ICg3zvleXKfCEQc9SlzV+GPhTRAGB5BNEHo7iULQ5f4IQMqhHPkG0ahZEgw4OMy+Io/gxPBy/unW57f66HCs0A86ugWfnfA6hBAb6UbcuhIdDgwZmzLlBA2h0E2AzaCTAqmSzvPIAioiISHkEBJT0ti1LURH4+QeWjEbtIqs/bKhjNc84dsx9Pi+3iHAy3YLVrm2yN1/KoUFojtnpwGU6vjOH7etLykWQ7tEus2urOad6a4pga3H/PGd7LCiIQByEFLffnJ0UnO061/ZdDqEe7bRMwrnv8bpcfl04VmMtPByCgvADHh1tpheJjjY7CERHQ+8o9+f166tTgIic+XRZKiIip7XgYHMQ+JYtK7BC8bDvvVvBh9eYOY7Lmo6Uep6fD+2ehvptPTeRdgCeuNm8+CosLJmKisyLt6AgM/BbfF3jMd/pbmjd1373zyse0CcsrOQapvTksB9LyKdSY9SIiIiIVBlfY0b06QPvv+99+YkT/hw7Vq94aklGBpw4YcadT5yA0KuBUM/1jm2GhZElZfPyzM7OviYomf/vf6FrV896C7Lhi/Fmeys42P6xTjA0DDXvKKtb1/0xOtp+fwGmT/f+PoiInE2UskOqVW2/pUBERERERERERKQm1fb4mo/fMUVEREREREREREREqo4C0iIiIiIiIiIiIiJSLRSQFhERERERERGRU2bdunXceeedtG/fntDQUKKjo7nwwgt59913KSgoOOn6c3NzWbp0KW+88QY33XQTHTt2xN/fHz8/P/w0SqTIaUeDGoqIiIiIiIiIyCkxefJkxo8fT25urvXaiRMnWLRoEYsWLWLq1KnMmjWLhg0bVnobd955J1OnTq2CvRWR6qAe0iIiIiIiIiIiUuXmzp3L7bffTm5uLo0bN+b111/njz/+YM6cOYwYMQKApUuXMmLECIqKiiq9HcMwrPm6desyYMAAmjRpctL7LyKnhnpIi4iIiIiIiIhIlSooKGDChAkUFRVRr149Fi9eTLt27azlw4YNY/z48bz11lv8+uuvTJs2jZtvvrlS2/rzn//MwIED6du3L507d8bf35+BAwdy4MCBqjocEalC6iEtIiIiIiIiIiJV6uuvv2br1q0APProo27BaKeXXnqJyMhIa76yrr32WsaOHUvXrl3x91eoS+R0p2+piIiIiIiIiEgt8umnn1oD9t1xxx1ey+3evZuIiAj8/Pzo0KEDWVlZ1baP33zzjTU/duxY2zJ16tRh1KhRAKxdu5YtW7ZUw56JSE1TQFpEREREREREpBa57rrruOGGGwCYNGkS3377rUeZoqIibr75Zo4dO0ZgYCAff/wxYWFh1baPixYtAqBjx44+8zkPGDDAmv/tt99O+X6JSM1TQFpEREREREREpJZ56623aN26NQC33nqrR77kl156iYULFwLw1FNP0bdv32rbt8zMTFJSUgDo1KmTz7Kuyzds2HBK90tETg8KSIuIiIiIiIiI1DL16tXjo48+IiAggNTUVMaNG4dhGAAkJSXx5JNPAnD++efzyCOP2Nbx1FNPWak/Kjs5g+KuUlJSrH1p0aKFz+OIiYmx5vfs2VOZt0JEahkFpEVEREREREREaqHzzz+fRx99FIAffviB//73v+Tk5HDDDTeQl5fnFrSuTsePH7fmw8PDfZZ1TSOSmZl5yvZJRE4fgTW9AyIiIiIiIiIiUjkTJ07kxx9/ZNmyZTz00EP88ssvVuqLN99807YHs9Pdd9/NNddcc1LbdzgcHq+dOHHC53JXwcHB1nxOTs5J7YuI1A4KSIuIiIiIiIiI1FLOAQt79epFVlYW33zzDQCjR4/mxhtv9Lluo0aNaNSoUZXvU0hIiDWfl5fns2xubq41HxoaWuX7IiKnH6XsEBERERERERGpxdq3b++WJzoqKoq33367xvanbt261nxZaTiysrKs+bLSe4jImUE9pEVEREREREREarHMzEymTJliPT9y5AgrV67koosu8rneoUOHOHTo0Elt2+Fw0KFDB7fXXAcyTElJ8bm+60CGrgMcisiZSwFpEREREREREZFa7J577mH79u2A2Tv5+PHjjBkzhjVr1hAZGel1vbfeeounn376pLbdqlUrdu7c6fZaeHg4MTEx7Nmzh40bN/pc33V5586dT2pfRKR2UMoOEREREREREZFa6quvvmLq1KkAjB07ls8//xwweybfeeedNbZf559/PgCbNm3iwIEDXsstXLjQmj/vvPNO+X6JSM1TQFpEREREREREpBbat28ft99+OwBt27bl9ddfZ9iwYUyYMAGAzz//nI8++sjr+k899RSGYZzUVLp3tNPw4cOteWfAvLTs7GwrgN6lSxeP1B8icmZSQFpEREREREREpJYxDIOxY8dy9OhRAgICmDZtmjWY4L///W+6dOkCwIQJE9i1a1e1799VV11Fu3btAHj++efZtm2bR5kHH3yQtLQ0a97OU089hZ+fH35+fl4D2yJSuyiHtIiIiIiIiIhILfOf//yHn376CYDHHnuM/v37W8tCQ0OZNm0a/fr1IyMjg5tuuokFCxbg7199/RKDgoJ4/fXXufzyy8nIyOC8887j8ccfJyEhgbS0NN577z2++uorwEzvcdNNN1V6WwcOHOCHH37weM2pdCD7/PPPp3379pXenoicHAWkRURERERERERqkeTkZB599FEAEhISePLJJz3KxMXF8cwzz/DII4+waNEiXnzxRWud6nLJJZfwzjvvMGHCBA4ePMg999zjUSYhIYGvv/6agICASm9n48aNjBs3zuvy0sumTJmigLRIDVLKDhERERERERGRWiI3N5cbbriB3NxcwsLCmDZtGoGB9v0NH3zwQQYMGADAxIkTWbFiRXXuKgC33XYbK1as4LbbbqNt27aEhITQsGFDzj//fN5++20WL15MVFRUte+XiNQcP8MwjJreCTl7pKSkEBMTA8CePXto0aJFDe+RiIiIiIiIiIhI7VHb42tK2SE1Ztky2LUL/PzKnqBkvlUriIy0r3PjRveyzsnfHwICSia758HBEBRUPccuIiIiZzfDgMJCKCry/VivHtSpY1/Hpk1QUGDW5ayz9Ly3Zc2amZOdVasgO9u9vJO/v31bzfl6dDQUXxt52LULcnK8r+ur7RYSAmFh5X57RURERE6Ks+3k2jYrPR8UBMXjiHrYtw8yM93LFxX5brc55+vVg44d7evduhUOHjSn2kw9pKVauf6CA3uAiv+C8/HHcP319ssCA80ve2W88gr8/e/2yzp0gP37PYPZzvnSF02BgeaJKTAQxoyBCRPs6338cfPizLW887Gs17p0gYED7etduRLS082yDkfZU1CQeQwiIiI1qagIcnMhLw/Cw83/qaUdPw4rVphlnGULCkqm/Hzvz/Pz4bbb7AOmR47AffeVXYe31yZNgosv9qw3Px8iIjwDzeU1aZK5z3YaNoSjR8tfl6tnnoEnnrBf1qmTGeyujLvvhjfftF82YAD8+mvl6h0xAorHvfJw443wxRfubTFvnRBKL+vbF6ZMsa/3/ffh++8922NBQd7nnY9RUXDzzfb1btliXkza1VlW2+0k0quKiIhUCWcU0dl5sLTVq0vaaK6T62ve2lYXXQQuY3O6efhhOHTIc73yTGPHwv3329c7aJDZYdI1aFxY6P6DvDc33wwffGC/7LLLYPbssuuwM3QozJ1rv+yWW+B//wNIAdRDWqTCZnIpjQjGwM/nBLg97/KcH0y270Y9u9CPIps6ivCnkAAKCfA63+9Lf9hqc/Xi78+EfQEcy/K9vut8AYHkE0QBgTRsHgjN7CPLuz8PZP0Ws5zrOs5Hu/ki/AE//vIX7wHpRx+FH3+s2OcREGBe6Fx6qXlRZ+fZZ+Gnn7wHtX1dQLVoAaNH29e7dav566GzbHCw5/rO14KCvP/jExGRiktPh507vV8wlPX6xInmObq0xETzh9ey6nB97hqo3bYN2rb1rHfzZvPCwZ5BIAUEkV/8n9N9PpAChnfKJ6aHZ2TZOFDAwWnuZcNKreur3pi38+GnQo9uzgEFhbySXUQAhfhThD8l8+V57PxKEXxs34V63jGDouLWDuDW+nF9bjcf/boBH2PbPWfubigoVZdTEf5e22xF+BM53Q9+te8C/e5mP47brOOtLme7qpAAGi8JgOH20eZbfgtgYF6AW3lvU+l6W+cEwH8CbKPLfl8GUjQ3iEyX9lnptpq311q3D+Lmq13qdGm8TJ8ONmOPlUuDBuaPJ3a++gqef957W8yufeU6PfCAfcD7wAEzuFCeOpxlFDgXEakaBQWwZ499u6w8bbZrroF27TzrzcmBceMq1/bLyzODsDfdZL/P/frBiRPlP0Y/iqz2VJ2nCujf0b4XQNK0Ag7uK3Brf7lODgqo42VZqx8KIMQ+Wn3jliIuKtVWc22PlZ53fd5uURHcYN+F+snEIu6yWbc87bTIPww4D9t22j+2wx0YHCKXy8v/Np92FJAGdu/ezeuvv87s2bPZvXs3wcHBtG/fnlGjRnH33XdTx9t9khU0ffp0pkyZwpo1a0hLS6NJkyZccMEFjB8/nn79+pWrjiNHjvD666/zzTffsHPnTgzDoE2bNgwfPpy//vWvNGzYsFz1LFmyhLfeeotFixZx4MABIiMj6dmzJ2PHjmW0t6hhFVtHV/YT5jMcDXi81ra+AdGG7b2omV7qCaAQB3nWicP1Qs85NUopgpxSF5LF88NzCqHUOr7qCqCo5EC/LZ5sfFjJ9y6PIPgwEL6w70Y9aX8QGcUXRHk4PCbb1wsd5OU4aJccBM/aR5zrf+8gaknJOtm+6iv1ep9+QYwebd8N+6234NVXy3/8QUElF0SxsbB0qX256dPhww89L558BbydU1iY9574R46YPeZ91aegucjZKyMD0tLKbsjbLXM44K677Ov94Qez8V/RC4bcXPNfZW6ufb2zZ5s9TH3xo8jtDB9MrjX/8KV5BAd7RpkdiXlEzrVfpzzPG43NgyDPertl5rGr1H8cZ3DY7f+vNzfYvxwFlPVbbiH+bj8UuwYhGywKhDWBHrdP+fn707c4CFpUzscCAq3n2eEB0Nzf89Ysf3+S1vpzotD9h3vw/tx1vn+sH1HnYpsfbe57fhw56rmes1bnxZTdFBdTRLMBpdppxfe7btxncDDTcx27+kq3rQy/QvPCMTfXrY1GYSFNjxcSWq5wtGebzbGrEB4vLLngLSr5G7qleKqUrUC4y3N/f6ut9kBhEHd4CWh7a1M5J/9sB9xlHxVustxB/xVmuVyC3dbL9lKfa7kHb3VASHF9gYHW38Vvv8HIkRU7fH//kjbSpk3QuLFnmdWrzbsSvLWnymqvjRplBuhLy8mB5OSy6/My/puInOEKCsy2WnnaUHbLr7/eTKdQ2s6d5o+Clf2B/+efIT7es96UFPsf6MviXxwD6dkql3Z1PXfCLyOP3Z+VtMFCyKOel/8+pdtoDvLo8788WGh/UD/l5xFQRj2uwWJ/1x+/nyqebFSwz52bonn+8GupToKBgRAQwKWpAZxwCRk722Dled4wyx/2l7TNrCkgAMPPnzwC3dYpTxsNoGkdP7p2KJW/tng+Jd2PTalwlCxgzUm8KzXrrE/ZMXv2bG644QaOHTtmu7xjx458//33tK3MGaDYiRMnGDlyJLNmzbJd7u/vz1NPPcUT3u6bLLZ8+XKuvPJK9u/fb7u8WbNmfPvtt/Tp08dnPc888wxPP/00RUX2F22XX345n3/+OSEhIT7rqQzXlB316u3Bz6+Fx/VKWdMnn5gNUDv+/uW7rcLOm2+at5naiYry3hvFjl/xxU4gBUx8NJ9HHrC5Z7iggMv/XEDKTs/eVt56YLnOX3R+PiOvKnXfcPHj9GkFHNxrXtY4L9S9XdqUXhZRJ48o139Y+fnmY1UIDLTtUn0gzcGhdM+LJ7uLpdKv149ycN9D9lcrn33t4IPpZddROogOfkRGer8N+t134c47fR9q6R7jrhdBq1fbXwQtXw6vvVa5AHpwsHmruN3X9sQJ8+/XLgWMy/WmyGkrLc1M01D6dOfrwsE5NWoEw4fb1/vJJ/DLL+Wrp/TUvj38/rt9vU8+Cf/8Z/mPz48iq4HerGEeG1bbX6l8PT2Xd94of0C39Gvjrs/DL8+z3qP7c9m9zXe9gVQyH5aLXC/n4tKvOZ+ff5GDiGjPk96RTAdvvh/sdt52DerZ3WHk+vyl/wukT/9SJ8KgINIzA+nZx/7uJGeA2MB7fqtPPoHrrrNfdjLtk9dfh3vusV8WHQ2pqe6v2Y2/Ufo5mL3XH3/cvt6EBDOI6Loe2LfLnLkQndPdd3v/kfn882Hx4vIdd2nXX2+mbbNz5ZXw3XeVq3fIkFJ3lRUVWSeZCXcWMH1aSdusdDut9Guu87GtC3jpX/nuJ63i+e+/y2fRfPs6vbXbnN/LcEcefbrbn5hyj+dSdMIs63ZxX1nF37kTBHM003uQ3Fd7LZdg7rjHQWg9z+/yhm0Onn/V/vtfnuer1jno3MWzEbN2LXTvXvbhOYPmpdtTn34K55zjWf7YMfjLXyofQD/3XPOOwdIMw0zjYpeuz/VR6fXkdJWbC1lZJac7b20nu7ZbYaGZ4tLOihVm5yJfbT5vy/LzYd06+9y+c+fCsGGVP94tGwtp39Jzo+tX5XHtCO9tsrLabOOuz6NFI88Ab05GHvPmlL8e51SuH+nLkOvjfNw4xkF0M/vbZD7/1sHxXN//M0q305zTVdcEMvL6Uu204um6mwLZustb/2jvUyEB3D3en//+1/44L7jA/PG1MkaPNv9v2BkxAr7+uuR5WeOluT4fPBhmzrSv969/Nb8bhpFCRkbtTdlxVgekV69ezbnnnkt2djbh4eE8+uijDBo0iJycHKZPn857770HQKdOnVi+fDnh4eFl1Gjvhhtu4JNPPgFg0KBB3HvvvTRr1ozk5GT+9a9/sW3bNgDee+89br31Vts69u7dS3x8PAcPHiQwMJC///3vXHbZZQDMmjWL//u//6OgoIDGjRuzYsUKmjdvblvP+++/z23FiQjbtWvHY489Rvfu3dm3bx+vvfYa8+fPt/Z52rRplTpeX071KKDOPD92F0s2HZ/d5iMj7X/pBDMnc16e7/Wd84WF7kGTXr3Myc6rr5qJ6O1yXJb12ogRcO+99vVecYXZa9i1QZCfX7738MYb4aOPSr1oGFBQwMgr8/i51D9DX8Fu1+VxXfL4+wSblkJuLj/OymPT2vL/g3V9vU5gHg3DXYI3lU0i7iKPIPL8ggmPtP8He+Cog827yhcw9/zH6+D1d4PxC/ase/7vwfzjmfIF44vwvBf24EEz+FbawoXe07uAZ97z0vM//WR/m9eOHXD77Z4Bbm/1uM77+5u5r1q29Kw3MxOmTi07X3vp15yPvXvbvw9FRfDHH+a8r0aAt4ZBTIx9TywwLySLisyyvn5QKx24MQxo3hyaNLGvd8UK8wcFu/Wck+u5x/Vc1LGj9wvyzz4z8695W9fb84ICM6ebt6Dbo4+a+2wTfynz8bLLzP2yM3q092XemXfHDDo3j59m21/F/PvZPL75oqwQi/3UOCKPcTfY17ttQx67tpY/UFwVwd4TLucKb0Ghfhc48A/xjJLs3O9g1k/lDxSXfv7FNw6atPSsd/lqBwOHmWUKCAQq9uvXsmVmft/Sdu82exC5pnLy9oOb3Wv/+Af07GnzHp6Ap57yvp6385nzeVyc+X32dizezlllPYaF2f/YCCXnndryw6LzXGZ3Tiv9WulzUHCw93Pw9u1m6hnX8mVNzvobNTLzVdqZOROSkip+PsvPN/9vvvWWfb3PP28uK72Oc/KlTRvzeO28+CI88og57+wZV94ARt3gPL76xL4LX+LveXz7ZfnqCiaXIPLdXu/aPg//fC+5ek6Waw+A4pPCCcPBtj0VC267Pr/1LgetOnhGm48cd3DzbRWry9nRAWDGDLjqKs9DyM31/h135ednf7575RXvd/X9+c9m/WUFu52Prm2sSy4x877bef99s71WkXztzvl27cw89XaSksx6yxr01G5q0MD7gKopKSUDtXob/NXb6/Xre++dunWr+aNgWW00u2vRBg28v7+LF5u9/Msa9Na1Puc1Y3S0mWfXziefmIEzb9eZvq5DGzQwU2bZ+e9/vf9wWhZ/fygsKH6zSl0nzvwqjwfu9X3d6eu1Jx7OIyzQM3K9f3ceC34s//mx9FRVP9KXrjm6uYM69T1/3crzc/D9z+W7RrRry919n4PzB9lc1zocdOvtIMewr6ustturr5p3udhp1cr8bnj7wc556raJOTN6tPdrjRdfhMOH7dfz1kZzTrGx5nWinbVrzR9VSt2I5jbv7XloqDlWiB3n/3Rn+apur53q+NqpdlYHpAcNGsSCBQsIDAzk119/pX+pzOkvvfQSDz30EABPP/00T1Yi2dvChQsZWBwJuvzyy/n6668JcEmqlpqaSnx8PLt37yYyMpLt27cTYfPXPHbsWD4ozpT++eefM7LUfXNffPEFo4q7DY8bN47/mRnO3aSnp9OmTRvS09Np2bIlK1asICoqylpeWFjIVVddxczin2EWLlzIhRdeWOFj9qW2f2FqM8MoudDx1esvIsI8Wdv54QfzIqisnoN224iLg3/9y77ev/7V7PXkWr68+vY1L/QthYXWDkx8NI/33yo7qG33eqOIPCY+UuqiqXhKXpFH0rLyBcztXg/m5C/ACmxugmraykFAqGf3nNTjDpasKPkV2leOcrvehA8+Ekh0M89IzM6UQB54tHz1la67CH++mxVAnwTPSHPKPn/axJbcBlXRINY335i95UrLyYGTycA0ebLZM8pOeLjZiKmMf/8bHnzQflmrVmbwrTIefhheeKHUi8VRnoT4QpJX+76N3W5ZIAVcc2UBTzxiH4X555P5rFvt2YOwPI+xrfL588X29a5OzOfQfs9eiWU1w6uih2Cel9vnjSAHsV3sG/ebdjhYsdb8zuWWI1Ds+hxHMJ9/Y9+9bsYsB/c97LlOeYO9GRn2PYXmzIHLL69cjz+HA/7v/+xvxz9wwDy3l3V3h7f6GzUyH0XOJoZNXKZ0+8hbMG/t2pIBP8uaSt+EERTk/Ye/Tz4x/0+VXr+8V5HO+kv79huDa64qqFA6H9f51/6dR4Mwz0D33h15fP5xxdIEuc5H188jsCC3Yj06fB1/8f+C4LoOHGGeJ7/CQAdLlnuOJeMtP3npx8uuDKRXX/uRN+8YH0hmXtl1OB9d//s/+HAAt99lH2nu2iOAXSnu+djL22Z74AF46SX7Zb17m0Hpyhg3zjnIl6c//ani4+s4XXml2ba0c8MN5vejMs4/HxYtsl/217/CG2+UpC4q69E5BZFPhzYFzP7WPso8bWrJXR9l3Y1bepyEeiH53DvePoK9ZUMBSYkl61U0gOzwy8evCsJSRfi5tZEaNHEQEOw50NGxnCCWryl/QLf0a49NdNAq1rPxknLIwYjryq7LW7ttzhz7ntvHj7t3nHOePrzl9C/9+v33ex974+mnza94eetyfb1pU3NwZak5tT2+dtYGpJcvX05CQgIAd9xxB++8845HmaKiIrp168aGDRuIjIzk4MGDBNm1pny49NJL+f777wkICGDnzp22fyDTp0/nuuKfgF5++WXuLzX058GDB2nevDmFhYX86U9/4ocffrDd1rBhw5g7dy4BAQHs3buXxqWuDl0D7J9++qltruiUlBRat25NYWEhl112mRWcriq1/Qsj1cMZPPd14eR8LTTUvgcdwIIFZrDabv2ynjdqBN96yf3t2gOpourWhYxjRkn3dZcNf/FxHhMfK19Q2+71xx7II6jI803avyuPxN9zPW5eKt3Q9NYIjQgvwL/ApeFZzYrwq1Du1ahGAdQJL/UTdnE96zeUL8+q3Wtt2vrRqJF9l+rFv0NhkZ9bjtXyTi2aGTRuZN9lcMsWg4J83+t7CyCHOgoJCSzVJbAG/uXnl/MiuE69QNp3sr+gXrE6kK273dcpz0VEHg6atXLwr5ftA8evv+PgnSne13Xt2VZa8+Zmjys7//kP/O1vJc9tOvB5beyHhnq/PW/VKvjyy4oHjJ3Pu3SxH2jMMGpPD1sROX3YBc7t2mv9+9ufY7Zvh++/r1j7zPX5t9/a95pfvBiGDi1JN15Rq1dDjx7FT5yN0txcNq/NY8C5lQ90331LHrEtPQ8oNzOP6dMq/kOu87FRZD51Am1+0K2CuwYrqrBUm8xuCgv3p36D4uB2qfbUzt1+nMi1H+S0rBZVVJQfbdvZd59OXuvH0XT3Nhp4HwjW9bXI+gbt29l3od692+BYuv26zjaatyCyI7CIiHD7LtRFhUVVk3angvJ8dCYp9AuibQf7bqj7DgexdlNJ2VyCKzSW0atvBOEI92ynLVkRxEOPl72+8/XSd5Du2AGtW3se5/LlZmqq0pzZJctqW02aBJ07e65/5IgZ4K1IsNh16trVvGu7NMMwO9Y4HCVfGxGo/fG1s3Yoh29cfuYcN26cbRl/f39uvvlmHn30UdLS0liwYAFDhgwp9zYyMzOZN28eAEOGDPH6xzFixAjq1atHRkYGM2bM8AhIf/fddxQWNyi87SuYvajnzp1LYWEh3333nZWaw8l5zPXq1WPEiBG2dbRo0YKLL76YuXPn8tNPP5GZmVnpVCUileXnV/KP+WQMHOg7VUVlPfwwPPSQe0qU8l5AAe73XIaFWfW2vhiuzPC+/ok8yPBxwfeP57E9qy+ZAVf/Xvnj3bPBJeeh8z7q/Hz+WFzAny72Hdj29tyfIl57pZDYdp73Hh7aX8iD95evN4jdsusHFtK+jUudxRcNhXkG8zZU7CLE9Xlkc4NGsdje27lziUFRcTlfF0t2F1R+Lf1o3Nv+Amphij/H8n1fgNld7BXhz/n9A7jyKvv7ZZ96NoAt271fMNq9XoQ/BQRy8bAg/vVv+3t9bxgTyHc/uPe0Km8P94sTzPQwdt69HYqzaFlK52n3Nvl3AK6xr7ftIRhar3z1lJ5cvroe7roLbr21ZB+r6sLBVwqok6ELGxGpDOetyqGhlVu/bVuYMKFq9wngvPNK7lpyuXGu3O01twCWS6M0oh3c+VTZnSVy8uCYTZnrbgdsgmDHU2HsSWRKnP42XHutzQLDwOFfQEA5g9tB5Lv957/n7iKuHm6f6+b2Wwo5fsz3XVbe7rwa0KuIwQML3dpozmnhVIPDh30PnGo3+VNEpwYGbbva5844uNXggE0bDcrunNCqPrTva5/bbeNPfmxMt1+39OBnpdtYzZv6M/4e+7x0X33lzw8/e3a6KGsw3AICadg4iBnf2QeO33oviGeetx9roawe7qEhkL3RftlPH8DYsfbLXNNrlW5LOV/LGwsOm5BD3RbQeZdneW/1lJ7sUviBmbZr71734HBV5Glv2NAc96Gq+fmd3F2eIqerszYgvaj4/piwsDDi7YYyLTbAJbHTb7/9VqGA9LJly8gtHtJ+gLcEUYDD4aBfv378+OOPLFu2jPz8fLee2M59Laue0vvqGpDOy8tjWXFeg/79++PwEekbMGAAc+fOJTc3l+XLlzPI2/0dImcxLzHlk9K3r/fe3ifj8svNARqdHZzLkzfOdd4ls4954MWN5ZjO8NSrlauzqAgChgM2Ofny98Lumb7z7vl67YI7ob3NaSsvC56cVr58gXbL/ncLdBhj/x7f9oXZc8EXbzkPnx0Bvb2k7HhjPuza5Ttnorc8jQ2HwZVe8swfToT9G+zzPTq85IH09zevZ9olAF5yU4+6E/r+yfMaqDyP3nKvgZmj7uWX3XPCVUUQ9bLLzKmqBQebk4iI1Czn/7CqGKu9USOYOPHk6ymtYcOS7CDlzVHu+titm329Bn68/nYQ+flBFBSElqs+1zZV3SsBL5e+xz43e4PajTlR1mv1h8Pg++3rnbwUkvPLNwZH6enWgXDBu/b1vjgEfj5Q9mdhN57IZb1hmOfN1AB8cRtM32c/BknpnLOl22k9e8J4L+2/gwWwKafscVSCXOad7aPoaGx/+ADofQXcV6/sMRHsnvu6Ufyaa8y7EpxlnUHek+3N262b2Ru5qjkc0KxZ1dcrIhVz1gakN2zYAED79u0JDPT+NnRySdLmXKei2yhdj7ft/PjjjxQUFLBlyxa6dOniUU/9+vVp4m3kK6Bp06ZWT+vS+7plyxYKim+1L8++uG5bAWmR2i0oyP72r5PVrJn3gSxORvPmUDy+apUKC4Njx6q+XjBzuzkviLyNnlwZq1dX3T66evPNU1OvXe7uqlBVP/qIiIicblw7OVR1vXfeWbV1OlV8oOHy+fXXU1PvDz+4DwJbOnhcWe+953kHV1WYMOHU3D3Qr585VbWwMLXVRKTizsqA9IkTJ0hNTQUoM8dKZGQkYWFhZGVlsWfPngptx7V8WduJcRkSeM+ePW4BaWc95ckHExMTw7p16zz29WT2pSJSvCXULLZ///4K1SciUhvY5eUVERERkZrn7FksIiKnj7MyIH38+HFrvjz5kZ0B6czMzFO2nTCXnxRLb8dZT3n31VcdJ7svZXENZouIiIiIiIiIiIi4Osm07bXTiRMnrHlfuZSdgosTQeaUlSD0JLYT7JJssvR2nPWczL5W1b6IiIiIiIiIiIiIVNZZ2UM6xGVUi7y8vDLLOwcmDK3gENIV2Y5zG3bbCQkJITs7+6T2tar2pSxlpfjYv38/CQleRlkQERERERERERGRM9pZGZCuW7euNV+elBRZWVlA+VJmVHY7zm3Ybadu3bpkZ2ef1L5W1b6UpTx5rkVEREREREREROTsdFam7AgJCSEqKgooexC+tLQ0K0Bb0fzIrsHZsrbj2rO49Hac9ZRVh2s93uo42X0RERERERERERERqayzMiAN0LlzZwC2bt1KQUGB13IbN270WKe8unTpYluPr+0EBgbSvn1723qOHTvGgQMHvNaxf/9+MjIybPe1Q4cOBBQPLVzefbGrR0RERERERERERKSyztqA9Pnnnw+Y6SlWrFjhtdzChQut+fPOO69C2+jbt681gKBrPaXl5eWxdOlSj3VK72tZ9fjaV4fDYeVuXrJkic880s56goOD6dOnj9dyIiIiIiIiIiIiIhVx1gakhw8fbs1PmTLFtkxRUREffvghABEREQwaNKhC26hbty6DBw8G4Oeff/aaKmPGjBlWz+arrrrKY/kVV1yBv7+/z30FmDp1KgD+/v5cccUVHsudx5yRkcGMGTNs60hJSeHnn38GYPDgwW65p0VEREREREREREROxlkbkE5ISOCCCy4AYPLkySxZssSjzCuvvMKGDRsAuPfeewkKCnJbPnXqVPz8/PDz8+Opp56y3c4DDzwAQEFBAePHj6ewsNBteWpqKg8//DBgBr1vvfVWjzqaNGnCDTfcAMDcuXP58ssvPcp88cUXzJ07F4CbbrqJJk2aeJS59dZbqV+/PgCPPPIIR44ccVteWFjI3Xffbe2jc99FREREREREREREqsJZG5AGeO211wgNDaWgoIChQ4fy/PPPs3TpUubPn88dd9zBQw89BJj5l++///5KbeOiiy5i9OjRAHz33XcMGTKE7777jsTERKZMmUK/fv3YvXs3AC+88AKRkZG29Tz33HNER0cDcN111/HII4/w22+/8dtvv/HII49w/fXXAxAdHc2zzz5rW0eDBg148cUXAdi1axfnnHMOU6ZMITEx0dq3mTNnWtuoaI9wEREREREREREREV/8DMMwanonatLMmTO58cYbrZQZpXXo0IHZs2d7DDQIZg/pcePGATBx4kSvvaRzcnK45ppr+P77722X+/v788QTT3hd3+mPP/5g+PDhXgc2bNKkCd988w3nnHOOz3omTpzIP//5T7x99JdccglfffUVISEhPuupjJSUFGJiYgDYs2cPLVq0qPJtiIiIiIiIiIiInKlqe3ztrO4hDXD55ZezZs0a/va3v9GhQwfq1KlDREQEffr04cUXXyQpKck2GF0RoaGhzJ49m48//pghQ4bQqFEjHA4HMTExXH/99fz2229lBqMBzjnnHJKTk3n88cfp1q0b4eHhhIeH0717dx5//HHWrl1bZjAa4Omnn+a3337j+uuvJyYmBofDQaNGjRgyZAiffPIJs2fPPiXBaBERERERERERETm7nfU9pKV61fZfcERERERERERERGpSbY+vnfU9pEVERERERERERESkeiggLSIiIiIiIiIiIiLVQgFpEREREREREREREakWCkiLiIiIiIiIiIiISLVQQFpEREREREREREREqoUC0iIiIiIiIiIiIiJSLRSQFhEREREREREREZFqoYC0iIiIiIiIiIiIiFQLBaRFREREREREREREpFooIC0iIiIiIiIiIiIi1UIBaRERERERERERERGpFgpIi4iIiIiIiIiIiEi1CKzpHZCzS0FBgTW/f//+GtwTERERERERERGR2sc1puYaa6stFJCWanX48GFrPiEhoQb3REREREREREREpHY7fPgwrVu3rundqBCl7JBqdfDgwZreBRERERERERERkTNCbYy1qYe0VKtOnTpZ87///jsxMTE1uDciIidv//791h0fy5Yto2nTpjW8RyIiJ0fnNRE50+i8JiJnmj179nDuuecC7rG22kIBaalWISEh1nxMTAwtWrSowb0REalaTZs21XlNRM4oOq+JyJlG5zUROdO4xtpqC6XsEBEREREREREREZFqoYC0iIiIiIiIiIiIiFQLBaRFREREREREREREpFooIC0iIiIiIiIiIiIi1UIBaRERERERERERERGpFgpIi4iIiIiIiIiIiPCRi4kAADMUSURBVEi1UEBaRERERERERERERKqFn2EYRk3vhIiIiIiIiIiIiIic+dRDWkRERERERERERESqhQLSIiIiIiIiIiIiIlItFJAWERERERERERERkWqhgLSIiIiIiIiIiIiIVAsFpEVERERERERERESkWiggLSIiIiIiIiIiIiLVQgFpEREREREREREREakWCkiLiIiIiIiIiIiISLVQQFpEREREREREREREqoUC0iIiIiIiIiIiIiJSLRSQliqRmZnJr7/+yssvv8yoUaNo06YNfn5++Pn50bp16wrX9Z///IdBgwYRHR2Nw+GgXr16dO/enQkTJrBu3bpy1zV9+nT+9Kc/0bRpU0JCQmjdujU33XQTS5cureARioh4N2vWLK655hpatGhBcHAwUVFR9O/fn1deeYXs7Oxy17Nu3TruvPNO2rdvT2hoKNHR0Vx44YW8++67FBQUnMIjEBEx7d69mwceeIDOnTsTFhZGgwYNSEhI4OWXX67Q+UxE5FQ7ceIEb731FoMHD7auG5s3b86ll17KZ599Vu56fvjhB0aMGGG141q0aMGIESP44YcfTuHei8jZ4tChQ8yaNYsnn3ySP//5z0RFRVnxsrFjx1aorl27dvHII48QHx9PREQEQUFBNGjQgHPPPZd//vOfHD58uFz1ZGdn89JLL5GQkECDBg0IDw+nc+fOPPDAA+zevbsSR1kJhkgVGDhwoAHYTq1atSp3PatXrzZatWrltS7ACAwMNF5++WWf9eTk5BiXXXaZ1zr8/f2NZ5555iSPWkTOdhkZGcbll1/u85wVGxtrbNiwocy63n//fSM4ONhrPf369TNSU1Or4ahE5Gw1a9Yso379+l7PQx07djS2bdtW07spImJs3LjR6Nixo8822LBhw4zMzEyvdRQVFRm33367zzpuv/12o6ioqBqPTETONL7OMWPGjCl3PR9//LFRp04dn/U1bNjQmDdvns96tm7d6vP8Wb9+fWP27NknedRlUw9pqRKGYVjzkZGRDBkyhPDw8ArVcezYMYYNG8auXbsAuPDCC/n000/5448/mD17Nvfddx9BQUEUFBTwwAMP8Pnnn3ut65ZbbmHWrFkADBo0iG+++YZly5YxefJk2rVrR1FREU8++STvv/9+JY5WRMQ871177bXMnDkTgPj4eKZNm0ZiYiLz58/ngQceIDg4mC1btvDnP/+ZI0eOeK1r7ty53H777eTm5tK4cWNef/11/vjjD+bMmcOIESMAWLp0KSNGjKCoqKhajk9Ezi6rV69m1KhRHDt2jPDwcJ577jl+//135s2bx2233QbApk2buPTSS8nMzKzhvRWRs9nhw4cZMmQImzZtAmDkyJHMmjWLlStXMmvWLEaOHAmYPZ+vu+46r/U8/vjjTJo0CYC4uDg+/fRTli1bxqeffkpcXBwAkyZN4oknnjjFRyQiZ4uYmBiGDh1a4fWWLFnCzTffTHZ2Nv7+/owbN86Kc3355ZdcfvnlABw5coQrrriCnTt32taTmZnJZZddZp0/b7vtNubNm8fvv//Oc889R3h4OMeOHWPkyJGsWbOm0sdZLqc85C1nhXfffdf4+OOPjS1btlivOXs6l7eH9Msvv2z9IjNy5EjbMt9++61Vpnv37rZlFixYYJW5/PLLjYKCArflhw8fNlq2bGkARmRkpJGWllau/RMRcfXFF19Y55ohQ4YYubm5HmV++uknIyAgwACMe+65x7ae/Px8o3379gZg1KtXz9i6datHmbvvvtva1gcffFDlxyIi4rzbLTAw0Pj99989lv/73/+2zkNPP/10DeyhiIhp/Pjx1vlo4sSJtmWefPJJq8xXX33lsXzLli1GYGCgARh9+vQxsrOz3ZZnZWUZffr0sc6Ldu0zEZHyePLJJ42ZM2caBw4cMAzDMHbs2FHhHtKuGQDefPNN2zJ///vfrTLerj0nTpxolfn3v//tsfz333+3zo2DBg0q3wFWkgLScspUNCB91VVXWV+MNWvWeC0XFxdnlcvIyPBYfskllxiAERAQYOzZs8e2jk8//dSqo6z0HyIidlwbBZs3b/Za7oYbbjAAw+FwGEePHvVY/vnnn1v1PP/887Z1ZGVlGZGRkQZgdOvWrcqOQUTEMAxj2bJl1nnojjvusC1TWFhodO7c2fpBPy8vr5r3UkTEMAoKCoyIiAjrOrN05yPXcs5OSH369PFY7vpj/5IlS2zrWLJkiVVmwoQJVXocInL2qkxA2nkt2LBhQ69l0tPTrXrj4+M9lufl5Vnnz86dOxuFhYW29dxxxx1WPYmJieXav8pQyg45beTl5Vnzbdu29VquXbt2tuuAefvBvHnzABgyZAgtWrSwrWPEiBHUq1cPgBkzZlR6n0Xk7LV8+XIA2rdvT2xsrNdyw4YNA8zz1Xfffeex/JtvvrHmvQ1qUadOHUaNGgXA2rVr2bJlSyX3WkTEk+t5aNy4cbZl/P39ufnmmwFIS0tjwYIF1bBnIiLutmzZQnp6OmBe7wUEBNiWCwgIYMiQIQAkJia63b5uGAbffvstAJ06daJfv362dfTr14+OHTsC5nnScElTKSJSnZyxrzZt2ngtU79+faKiogDIzc31WL5gwQLr/DlmzBj8/e1Dwq7XpKcyXqaAtJw2OnToYM1v377da7lt27YB0KBBAxo2bOi2bNmyZdYXb8CAAV7rcDgcVsNj2bJl5OfnV3q/ReTsdPToUQAaN27ss5zr8oULF3osX7RoEQAdO3akSZMmXutxPaf99ttvFdpXERFfnOehsLAw4uPjvZbTeUhEapqz/QUVa4P9+uuv1vyOHTvYu3cv4Pua0XV5SkqK15ysIiKnmjNetmPHDq9lMjIySE1NdSvvytneA9/nvj59+hAWFgac2vaeAtJy2rj11lutX7ife+452zKzZ88mKSkJgDvuuMNj+YYNG6z5Tp06+dyec3lBQYF6G4pIhTn/SR87dsxnOdfl69evd1uWmZlJSkoKUP5zFrif60RETpbznNK+fXsCAwO9ltN5SERqmrP9BZVvg1XmmrH0eiIi1ckZ/zpy5AjvvPOObZl//vOfHuVdlffcFxgYaGUmOJXnPQWk5bTRpUsXXnvtNfz9/fnss8+46KKL+Oyzz1i+fDlz5szh/vvvZ8SIEQBcfPHFPPbYYx517Nmzx5r3lq7DKSYmxnY9EZHy6Ny5M2D+kz58+LDXcq49cnbv3u22LCUlxbr9U+csEakJJ06csHrTlHUeioyMtIJBOg+JSE1o3749QUFBgHsby463NpiuGUWktrn11lu54YYbABg/fjy33XYbM2fOJDExkRkzZjBixAhefvllAB5++GGGDh3qUYfzHBYWFkZERITP7TnPfYcPH7ZN/1EVFJCW08r48eP5/fffGTFiBPPnz2f06NEkJCRwySWX8H//93/ExMTw3nvvMWfOHMLDwz3WP378uDVvt9yV66/rmZmZVXcQInJWuPLKKwEoLCzk8ccfty2zZcsWpkyZYj13PUeVfq5zlojUhIqch6DkXKTzkIjUhLCwMAYPHgzAmjVr+PTTT23LffrppyQnJ1vPXc91an+JSG0TEBDAtGnT+Oyzz+jZsyfvv/8+V1xxBX379uXqq6/m66+/ZtCgQcydO5cXXnjBtg7nua8i7T04dec+BaTltHL8+HE+/PBDfv75Z9vl27dv59NPP7UGEyvtxIkT1rzD4fC5reDgYGs+JyenEnsrImezu+66y+pVM2nSJG666SbWrFlDXl4eR44c4aOPPuLCCy8kMzPTOh+VPtfonCUiNa0i5yEoORfpPCQiNeXpp5+20guNGTOGZ599lt27d5Ofn8/u3bt59tlnGTNmjNs5zfWcpfaXiNRGGzdu5JNPPnH7sc3VkiVL+PDDD9m/f7/tcue5ryLtPTh15z4FpM8iBQUF+Pn5nfQ0derUU7J/Bw4coH///rz11lsUFBTw/PPPs23bNiu48/XXX9O1a1d++eUXBg0axJdffulRR0hIiDXvHIXUG9fbDkJDQ6vuQETktHKqzn316tXju+++swYinDZtGj179iQ4OJioqChuvvlmDhw4wN13320NKlG3bl23OnTOEpGaVpHzEJSci3QeEpGakpCQwOTJk3E4HOTn5/PEE0/QqlUrHA4HrVq14oknnqCoqIhXXnnFWse1Dab2l4jUNosWLaJ///58++23NG/enI8++ogDBw6Ql5fHnj17ePPNNwkNDeXjjz8mISHBNvez89xXkfYenLpznwLSctqYMGEC69atw8/Pj1mzZvHII4/Qtm1bgoKCaNCgAcOHD2fJkiV07tyZ3Nxcxo4dy8GDB93qcG1olHVbQVZWljVfnlsWRERKi4uLY/Xq1dx33300bdrUbVn37t358MMPefPNN61fqSMjI93K6JwlIjWtIuchKDkX6TwkIjXp5ptvZtmyZYwcOdLtPObv78/gwYNZvHgxAwcOtF53bYOp/SUitUlubi7XXXcd6enpNGnShKVLl3LjjTfSuHFjgoKCaNGiBXfffTeLFi0iJCSElJQUbr75Zo96nOe+irT34NSd+7wPoy1nnMDAwCoZIbN00KUqpKWl8fXXXwPmgIWDBg2yLRceHs4//vEPbrzxRrKyspg+fTr33nuvtdx1UIqUlBT69OnjdZuug1K4DlYhImeWU33ua9SoEa+++iqvvvoqhw4dIj09nejoaOvCZ//+/Rw5cgQwB291Vfqc5YvOWSJyKoSEhBAVFUVqamqZ56G0tDTrAkXnIRGpaT179uTzzz+nsLCQ/fv3c+LECZo1a0adOnUA+OSTT6yyrm0wtb9EpDb54Ycf2Lt3LwD33HOPdYduaV27duXGG2/k/fffJzExkdWrV9OzZ09reYsWLfjjjz/IysoiPT3d58CGznNfdHS0W/qOqqSA9FmmU6dONb0LtjZt2kRRUREAvXv39lk2Pj7emt+4caPbMteGRullpTmXBwYG0r59+wrtr4jULtV17mvUqBGNGjVye23RokXW/DnnnOO2LDw8nJiYGPbs2VPucxZA586dq2BvRURMnTt3ZtGiRWzdupWCggIrN2tpOg+JyOkoICDALcjs9Ntvv1nzrm2wylwzgs57IlIzXDtXlSde9v777wPm+cs1IN2lSxe++uora1m/fv1s6ygoKGDbtm3AqT3vKWWHnBZcL3wKCgp8ls3Pz7ddD6Bv375WgvaFCxd6rSMvL4+lS5d6rCMiUtVce+eMHDnSY/n5558PmD/MHThwwGs9rue08847rwr3UETOds7zUFZWFitWrPBaTuchEakt8vLyrDGHmjdvzrnnnmsta9OmDc2aNQN8XzMC/Prrr1YdrVu3PjU7KyLiQ1XFy5ztPfB97ktMTLTuiDuV7T0FpOW00Lp1a/z8/AD33oR2XL84bdq0cVtWt25dBg8eDMDPP//s9RasGTNmkJGRAcBVV11V6f0WEfHljz/+4LvvvgNg8ODBtj21hw8fbs17GzQ2Ozubzz//HDB/2XYOkigiUhVcz0NTpkyxLVNUVMSHH34IQEREhNf0aiIip4PXXnuNw4cPA3DnnXcSEBBgLfPz8+PKK68EzF6Czo5KpS1dutTqIX3llVda16siItXJNe51MvGygQMHUr9+fQA++OADDMOwrcP1mvRUxssUkJbTQlRUlHW7wLJly/jggw9sy+3atYvnnnsOMBsSl156qUeZBx54ADB/ORo/fjyFhYVuy1NTU3n44YcB84Lq1ltvrbLjEJGzy+7du70u27p1K9dccw2GYeBwOHj99ddty1111VW0a9cOgOeff966PcrVgw8+SFpamjUvIlKVEhISuOCCCwCYPHkyS5Ys8SjzyiuvWLeM3nvvvQQFBVXrPoqIuPLVBps5cyb/+Mc/AIiNjbWuD13dd999Vu/Be+65h5ycHLflOTk53HPPPYDZy/C+++6roj0XEamYwYMHW7nx3377bZKTk23LzZkzxxqbrXnz5vTq1cttucPh4K9//StgpgF5+eWXPepYsmQJkydPBmDAgAH07du3qg7Dg5/hLSQuUgFbt251y9EFZmD4yJEjNGzY0OMPfdiwYR6J2BcsWMDFF19MYWEhfn5+3HjjjYwaNYoWLVpw/PhxFi5cyH/+8x9rcLBbbrnFyo1T2nXXXcf06dMBGDRoEPfddx/NmjUjOTmZ5557zgr4vPPOO9xxxx1V8h6IyNnnsssuY9euXdx888306dOHiIgIDh06xNy5c3n33XfJzs7Gz8+PyZMnM27cOK/1fP/991x++eUUFRXRuHFjHn/8cRISEkhLS+O9996zcn2df/75LFiwwK2Xj4hIVUhKSuK8884jJyeH8PBwHnvsMQYNGkROTg7Tp09n0qRJAHTo0IHExERrpHYRkZpQr149+vfvz8iRI+natSsOh4OdO3fyxRdf8NlnnwEQGRnJvHnziIuLs63j0Ucf5YUXXgAgLi6Ohx9+mHbt2rFt2zZefPFFkpKSrHL/+te/qufAROSM89tvv7F161breWpqqtXJ6LzzzvPoJDl27FiPOv75z3/y5JNPAuY4RPfccw9DhgwhMjKSgwcP8u233/Lee+9ZKT0++ugjbrzxRo96jh8/Tp8+fdi8eTMAt99+O6NHjyY0NJT58+fzr3/9i8zMTEJDQ/n99989gtpVyhCpAlOmTDGAck/z58+3rWfatGlGWFhYmeuPHj3ayM3N9bo/2dnZxiWXXOJ1fX9/f2PixImn5s0QkbPGpZde6vNc1aBBA+OTTz4pV12TJk0yHA6H17oSEhKMw4cPn+IjEpGz2XfffWfUq1fP63moQ4cOxpYtW2p6N0VEyrxm7NKli7Fy5UqfdRQWFhp/+ctffNZzyy23GIWFhdV0VCJyJhozZkyF4mV2ioqKjPvuu8/w8/PzuW5QUJDx0ksv+dyfLVu2GLGxsV7rqFevnjFz5sxT8Va4UQ9pqRJTp0712fuvtPnz5zNw4EDbZSkpKUyaNImff/6ZTZs2kZGRQXBwMC1atKBfv36MGTOm3HkLP/nkE6ZOncrq1atJT0+ncePGXHDBBUyYMIH+/fuXe39FROwsXryYGTNmsGjRIvbs2cORI0eIiIigXbt2XHHFFdx6661ER0eXu761a9fy+uuvM2/ePPbt20dYWBidO3fmhhtu4NZbb/UYmEJEpKrt2rWL1157jdmzZ5OSkoLD4aB9+/aMHDmSCRMmWLeMiojUpOnTp/Pjjz+ybNky9u/fT2ZmJtHR0fTo0YNrrrmGm266qdyphb7//nsmTZrE8uXLSU1NJSoqir59+3LHHXfw5z//+RQfiYic6caOHes1La0dX2HaFStW8P777/Pbb7+xa9cusrOzCQ8Pp3379gwYMIA77rijXOMNZWVl8eabb/LFF1+wdetW8vLyiImJ4ZJLLuHee++lVatW5d7fylJAWkRERERERERERESqhQY1FBEREREREREREZFqoYC0iIiIiIiIiIiIiFQLBaRFREREREREREREpFooIC0iIiIiIiIiIiIi1UIBaRERERERERERERGpFgpIi4iIiIiIiIiIiEi1UEBaRERERERERERERKqFAtIiIiIiIiIiIiIiUi0UkBYRERERERERERGRaqGAtIiIiIiIiIiIiIhUCwWkRURERERERERERKRaKCAtIiIiIiIiIiIiItVCAWkRERERERERERERqRYKSIuIiIiIiIiIiIhItVBAWkRERERERERERESqhQLSIiIiIiIiIiIiIlItFJAWERERETkJY8eOxc/Pj9atW9f0rpx2WrdujZ+fH2PHjq2xfZg6dSp+fn4e09SpUytd54IFC6x6FixYUGX7Kidn586dtp91Tf79iYiIiCcFpEVERESqUFZWFpMmTeLSSy+lRYsWhISEEB4eTtu2benfvz933nkn06dPZ//+/TW9q3Iay8nJoX79+lZA7ZlnnqnpXRIRERERqRIKSIuIiIhUkWXLltGtWzfuuOMOvv/+e/bu3Utubi5ZWVns2LGDpUuX8u6773LdddcRFxdX07tr66mnnrKCoGVRz+BT5+uvvyYjI8N6/tFHH9Xg3pw55s6dS3JyMsnJyQwfPrymd0eqWPPmza3PNzk5mWbNmtX0LomIiIiNwJreAREREZEzwdatWxkyZIgVRLziiiu45ppr6NChAw6Hg9TUVFavXs1PP/3E/Pnza3hv5XT34YcfAhAeHk5mZiZbt27l999/59xzz63hPavdOnTooB9QzmBBQUF069bN7bmIiIicfhSQFhEREakC//jHP6xg9P/+9z/GjRvnUWbIkCE88MADHD58mM8//7y6d1Fqif379/Pzzz8D8OSTT/Liiy9y5MgRPvzwQwWkRURERKTWU8oOERERkZNUWFjIrFmzAOjTp49tMNpVdHQ048ePr45dk1po2rRpFBYWEhAQwE033cSoUaMA+Pzzz8nNza3hvRMREREROTkKSIuIiIicpMOHD5OdnQ1A+/btq6TOvLw8a3DE5s2bExwcTKNGjYiPj2fChAksWrQIwzA81lu6dCmPP/44AwcOpEmTJjgcDurVq0eXLl246667WL9+ve32pk6dip+fH08//bT1mjOXtOu0c+dOK8/0Bx98AMCuXbtsy9opKChg8uTJXHLJJTRr1ozg4GCioqK48MIL+c9//sOJEye8vicDBw7Ez8+PgQMHArBlyxYmTJhAbGwsderUsfavqrbntH79esaMGUNMTAwhISHExMRw/fXXs3z58jLXrQxnvujBgwfTpEkTbrzxRgDS0tKYOXOmz3UXLFhgvf8LFiwAzED24MGDiY6OJjQ0lI4dO/LQQw9x9OjRMvdl165d3HnnnbRu3ZqQkBCaNWvG8OHDrbQzFck57ktKSgqPPvoovXv3JjIykpCQEFq2bMm1115bIylucnJyeO655+jZsydhYWE0bNiQ8847j/fee4+ioqJy12MYBl9++SVXX3219fcTGRlJQkIC//znP0lPTy+zjpP9DJzLnnrqKQB++eUXRo4cSUxMDEFBQbYpTNLS0nj22Wfp378/UVFRBAcH06xZM6688kpmzJhRrmPPzs7mP//5D4MGDaJx48Y4HA4aNWrE0KFDmTJlCoWFhT7X/+WXX7juuuto06YNoaGh1KlTh9atW9OvXz8eeOABfvnll3Lth4iIiJyGDBERERE5KUeOHDEAAzB69ux50vUlJSUZbdq0ser0Nu3YscNtvSlTppS5TkBAgPHmm296bLM86zq3OXHixHKVLW3r1q1Gly5dfK4TGxtrbN682fZ9GTBggAEYAwYMML755hsjLCzM53tystszDMP49NNPDYfDYbtuYGCgMXnyZGPMmDEGYLRq1apcn68vK1eutOr/8MMPrdfbtm1rAMbll1/uc/358+db6//888/G9ddf7/XY27dvb+zfv99rXT/++KPtewwYfn5+xnPPPef2t2CnVatWBmCMGTPG63bef/99IzQ01OfndMsttxj5+fm+3zwvXP+2S39n7Ozdu9fo1KmT130ZNmyYMXfuXOv5/Pnzbes5dOiQcd555/k8rsaNGxtLly71ui9V8Rk4l02cONF47LHHPOop/Xc7e/ZsIyIiwud+X3rppcbx48e97veyZcuM5s2b+6wjISHBOHDggO36f/vb38o8vzRs2NDr9p3K8/cnIiIi1U8BaREREZEq4Ax8AMYLL7xgFBYWVqqedevWGeHh4VZdV111lfHZZ58Zy5cvN5YuXWp88MEHxo033miEhYV5BNfee+89IzIy0hgzZozxv//9z1i0aJGxcuVKY9asWcYzzzxjREVFWYGsefPmua2blpZmJCcnG3fddZe17eTkZI8pLy/POHjwoJGcnGxceeWVBmA0a9bMtqyrffv2GY0bNzYAo27dusb9999vzJkzx1i5cqUxf/5849FHHzXq1KljAEbbtm2N9PR0j/fGGZBu06aNER4ebkRHRxsvvPCCsXjxYmPp0qXGG2+8YRw+fLjKtrd06VIjMDDQAIzg4GDjkUceMX799Vfjjz/+MF5//XWjSZMmRlBQkNGzZ88qC0jfe++9BmDUqVPHLeD3xBNPGIARFBRkHDp0yOv6rgHpc8891wCM4cOHGzNmzDBWrFhhfP/998all15qlRk9erRtPVu2bLHen4CAAGP8+PHGvHnzjOXLlxtTpkyxAv0JCQknFZCePHmytX63bt2MN954w/jtt9+MlStXGl999ZVxySWXWMv//ve/l/+NdFGRgHR+fr4RFxdnlR86dKjx9ddfG4mJicaMGTOMiy++2ACMvn37+gxIZ2ZmGp07dzYAw+FwGHfccYfx7bffGitXrjQWLVpkPPfcc0bDhg0NwIiMjDR27tzpUUdVfQbOZT169DAAo3v37sb//vc/Y9myZcbChQuN1157zSr7448/GgEBAQZgtG7d2njxxReNBQsWGCtXrjRmzpxp3HjjjVZ9I0aMsN3emjVrrCB6o0aNjIkTJxo///yzkZSUZMydO9cYP3689b0655xzjLy8PLf1Z86c6bbPb7/9trFgwQIjKSnJWLBggfHOO+8YV199tdGsWTOfn6VhKCAtIiJyulJAWkRERKQKvPzyyx69DidMmGB8/PHHxtatW8tdjzMY5u/vb3z66adey6WmphrZ2dlur6WkpBhZWVle10lPT7eCUueff75tmbJ6W7qqSM/gyy67zACMmJgYY9u2bbZlVq5caQWyHn/8cY/lzoC0Mwi+a9euU7q9+Ph4Kwi8cOFCj+UpKSlGixYtvPY0raj8/HyjUaNGBmBcf/31bss2bdpkbcc1gFiaa0AaMJ599lmPMkVFRcbQoUMNMHt52wW4r7jiCquOL774wmN5VlaWWyC0MgHp3bt3WwHXMWPGeO0B7ezV6+/vb2zatMnrsXtTkYD066+/bpW9/fbbbcv85S9/cTtuu4D0hAkTDMCoX7++sXz5ctt6du7caTRt2tQAjBtvvNFjeVV9Bq7LBw8ebJw4ccK2XGZmpvUjztChQ72eSyZNmmTV9/PPP7stKyoqss4xPXv2tH4gKm3OnDmGv7+/ARjvv/++27KbbrrJ+j756oV95MgRr8ucFJAWERE5PSkgLSIiIlIFCgsLPQJVrlPjxo2Na6+91vjuu++MoqIi2zp++OEHq/y99957Svbzm2++sbaRmprqsfxUBKSTk5OtOr/99lufZR966CEr4Fyaa0DaNZ3FqdjeH3/8YdUxYcIEr+t/9tlnVRaQdu0Z+v3333ssd/bKjY+P91qHa0A6Pj6+XH9rpd+jlJQUK1h41VVXed3WqlWrTiogff/991vvfU5Ojtft5OfnW+kf/vGPf3gt501FAtLOXs2NGzf2GpA9fvy4ER0d7TUgffjwYSMkJKTMHw8MwzDeeust60cP1+1V5WfgXObv7+/z+N944w0DMEJCQoyDBw/63G9nIPyGG25we931b3j16tU+6xg1apQBGOedd57b60OGDCnzuMtLAWkREZHTkwY1FBEREakC/v7+TJ48mTlz5jBkyBD8/d2bWQcPHuSzzz7jiiuuICEhgW3btnnUMXv2bGv+b3/720nvU1ZWFjt37mTdunWsXbuWtWvXEhQUZC1fvXr1SW+jPL799lsA6tSpw6WXXuqz7IUXXgjAvn372LNnj20Zh8PByJEjT+n2fv75Z2t+3LhxXte/6qqriIiI8LmN8vrwww8BaNSoEUOGDPFY7hzccMWKFWzYsKHM+q6//nqvA93Fx8db89u3b3dbtmDBAmvgvjFjxnitv2fPnvTs2bPM/fDG+TldfvnlhISEeC0XGBhI//79AViyZEmlt1eWffv2We/rqFGjqFOnjm258PBwRo0a5bWeuXPnWoNl+ioHJX9/+fn5rFixwnr9VHwG5513nu0Ahk7Oz2PAgAE0atSoXPtd+vNw1tGxY0d69OhRrjqWL1/uNsBh06ZNAfj1119tz5MiIiJS+ykgLSIiIlKFhg0bxo8//khqaiozZ85k4sSJXHbZZdSvX98qk5iYyAUXXMD+/fvd1k1KSgKgZcuWtGrVqlLbT01N5bHHHqNjx47UrVuXNm3a0K1bN7p370737t3dArSpqamV2kZFJSYmApCdnU1gYCB+fn5ep8suu8xa78CBA7b1xcbG+gxgVsX2kpOTATP47SuwFhQURFxcXDneBd/S09P57rvvABg9ejSBgYEeZVxfdwavfenUqZPXZQ0aNLDmjx8/7rZs7dq11rxr4NpOnz59ytwPO8eOHWPr1q0AvPvuuz4/Iz8/P7788kvA+99EVXB+5gB9+/b1WTYhIcHrMuffH5jBVV/H1a1bN6us67Gdis+grACxc7/nzp1b5ufx8ssve+yzax2bNm0qs44JEyYAkJeXx9GjR606br75ZgCOHDlCt27dGD16NFOmTLH+XkRERKT2U0BaRERE5BSIjIzksssu46mnnmLmzJkcPHiQ//3vf0RGRgKwf/9+nnjiCbd1nAFiZw/BilqxYgWdOnXi+eefZ/PmzRiG4bN8Tk5OpbZTUYcOHarUetnZ2bavO9/DU7m9tLQ0wAzc2gWHXTVu3LhS23P12WefkZubC5T0hC7Ntef0tGnTrB603njr4Qu49eB37Z0KJcfu3KYv0dHRPpd7U9V/E1WhIsft6zOvyr+/8uxLeT8DX9+b/Px80tPTy1WPq9KfR1Uc++DBg/nvf/9LaGgoJ06c4LPPPuMvf/kLsbGxtGjRgjvvvLPa7u4QERGRU8N361pEREREqkRwcDDjxo2jWbNmDBs2DIAZM2YwadIkj/Qe3tIs+JKXl8eoUaM4cuQIQUFB3HPPPVx55ZV06NCByMhIgoODATM9Q7t27QDKDFhXFWfAs02bNlYv4PJo06aN7esBAQGnfHvO96Y8n0VVvI+uPZ599b51SklJYf78+QwePPikt10TXIPg9913H7fccku51nM4HKdql9w+x7I+d1+fufPYHA6HWxqOsrRo0aLcZSvD1/fG9fMYNWqUx49l5eWs57zzzuOdd94p93rNmjVzez5+/HhGjhzJJ598wk8//cTixYs5duwYe/fu5d1332XSpEk89thjPPvss5XaTxEREalZCkiLiIiIVKM//elPxMTEsGfPHtLS0jhy5IjVwzEqKgowc9lW1C+//GLlAn7zzTe57bbbbMu59rysLg0bNgTMPNqdOnUqs8fx6bA9Z0qLI0eOUFhY6DOYV9leoU5bt27l999/r/B6H3744SkJSLv2pD106JDPQOnhw4crtQ3nZwRm71jX1BU1xTWNycGDB32W9fWZO48tLy+Phg0bVuqOh+r4DFyFhIRQp04dsrOzSU9Pr/Tn0bBhQw4ePMjhw4dP+jNt1KgR9913H/fddx9FRUWsWrWKGTNm8Oabb5Kens5zzz1H3759ufLKK09qOyIiIlL9lLJDREREpJq59gZ07R3du3dvAHbv3s2uXbsqVOe6deus+dGjR3st55rf1k5FemeXt6wzx3J2djaLFy8ud/2VVRXb6969O2AGFX2lBygoKGDVqlWV2oaTa+/ot99+m08//dTn5NrDPisr66S2badr167WfFl/L2Ut9yY6OprmzZsD5gCS1dVb3xfnZw7mQHu++FrumlP8xx9/rNS+VMdnUJpzvxcvXlzp1CjOOjZv3lzhc5gv/v7+9O7dm2effZZ58+ZZr3/++edVtg0RERGpPgpIi4iIiFSj7Oxs1q9fD0C9evXcemVefvnl1vyrr75aoXoLCgrctmGnqKiISZMm+azHdbBAZ07jssqWVc61B+O///1vn2WrQlVs7+KLL7bmP/jgA6/lvv7665PqdW4YBtOmTQOgW7du3HnnnYwePdrnNH78eAAyMzOZMWNGpbftzaBBg6wfSnwNnrh69eqTyuV7xRVXAGYaGeeghTWpWbNmdO7cGYAvvvjCa471rKwsn4HQP//5zwQFBQHm99j1u1le1fUZuHJ+HllZWbz55psnVQecuu967969rR7k1TUwq4iIiFQtBaRFRERETlJmZibnnHMOs2bN8jnQXFFREffccw/Hjx8HzOCNay/jiy++mPj4eADeeOMNpk+f7rWuo0ePugXMYmNjrXlvAdRHH32UlStX+jwW1/QC27ZtK1fZQ4cOWcdkp2/fvgwdOhSA77//nokTJ/qsd+fOnXz66ac+y/hSFdtLSEiweqy//fbb/Pbbbx7r7d+/nwceeKDS+wmwaNEiduzYAcA111xTrnWGDh1KvXr1AN/Byspq3rw5l156KWAG3O2CxTk5Odx+++0ntZ0HH3zQym1+5513ltnT9/vvv2fNmjUntc2y3HXXXQAcOHCA+++/37bM3/72N58pO5o3b864ceMAM2B8xx13+AxKHzp0iPfff9+jjur4DFzdeeedVtqgJ554gjlz5vgsv3jxYn799Ve3166++morqP/2228zefJkn3WsXbuWmTNnur322Wef+RxwNTEx0foRyFueeRERETnNGSIiIiJyUo4fP24ABmA0b97cGD9+vDFt2jRj0aJFxqpVq4wFCxYYr776qtG9e3erXP369Y0dO3Z41LV+/XojPDzcKjdixAjj888/NxITE40//vjD+Pjjj42xY8ca4eHhbutnZmYajRo1MgAjMDDQuPvuu40ffvjBSExMNKZPn24MHjzYAIzzzjvPqnvKlCke29+yZYu1fOjQocbChQuNzZs3G1u2bDG2bNli5OfnW2V/+uknq+z1119vLFmyxK2sq7179xpNmza1yp9zzjnGu+++a/z+++/GypUrjZ9++sl45ZVXjCFDhhgBAQHG1Vdf7bFvAwYMMABjwIABZX4mVbG9pUuXGoGBgQZghISEGI8++qixaNEiY9myZcYbb7xhNG3a1AgKCjJ69uxpAEarVq3K3K/S/vKXv1j7mJycXO71rr/+egMw/P39jZSUFOv1+fPnW/XNnz/fZx3OchMnTvRYtmXLFqNOnToGYAQEBBgTJkwwfvnlFyMxMdGYOnWq0aVLFwMw+vbta9Vjp1WrVgZgjBkzxnb5lClTrPUdDodxyy23GF9//bWxYsUK448//jC++uor4+GHHzbatWtnAMbMmTPL+xbZbsPuO+cqPz/fiIuLs8oPGzbM+Oabb4wVK1YY33zzjTF06FCP47Z7n48fP25069bNKtOlSxfjP//5j7Fo0SIjKSnJmD9/vvHf//7XGD58uOFwOIz4+HiPOqrqM/D1OZf2008/WX/z/v7+xsiRI43p06cby5cvN5YvX2589913xsSJE40ePXoYgPHGG2941LFmzRq3c9if/vQn44MPPjCWLl1qrFixwpgzZ47xr3/9yzj33HMNwLj//vvd1m/VqpURERFhjBkzxpg8ebKxaNEi6zs7ceJEo0GDBtZ7kpiY6PN4yvr7ExERkZqhgLSIiIjIScrJyTGaNGliBWDKmmJjY30GUhITE42YmJgy6ykdXPvhhx+MkJAQr+UHDhxorF271mdA2jAMY9SoUeXaZmFhodGvXz+vZUvbuXOnW/DM1zRu3DiP9SsSkK6K7RmGYXzyySeGw+GwXScwMNB47733jDFjxlQqIJ2dnW3Uq1fPAIyOHTtWaN0ZM2ZY+/HCCy9Yr1dVQNowDOPHH380wsLCvL5nEydONJ544gkrYG+nPAHB6dOnW++Dr8nf39/45ZdfynprPFQkIG0Y5o8ZHTt29LofQ4cONebOnVvm+3zkyBFj2LBh5fr7GzRokG0dVfEZVCQgbRiGMW/evHKfzz744APbOlavXm3ExsaWq46nn37abV3n34yvKSQkxOu27epSQFpEROT0opQdIiIiIicpJCSEvXv3snjxYp5++mn+/Oc/07ZtW8LCwggICKBevXp06tSJa6+9lk8++YS1a9daqTnsxMfHs2nTJl5//XUuuugiGjVqRFBQEE2aNCE+Pp57772XJUuW0Lp1a7f1/vSnP5GYmMiNN95Is2bNCAoKIjo6mgEDBjBp0iTmzZtHWFhYmcczbdo0/v3vf5OQkED9+vXdBl505e/vz48//sjjjz9Oz549CQ8P9znQYatWrfjjjz/4+uuvGT16NG3atKFOnTrWfp577rncf//9LFy4sMxb/cujKrZ33XXXkZSUxE033USzZs1wOBw0b96cUaNG8dtvv3HrrbdWev+++eYbMjIyADPVQUUMGzbM+iw/+uijSu+DL0OGDGHt2rXccccdtGrVCofDQePGjbn00kv54YcfeOqpp6z9r1+/fqW3c+2117Jz505eeOEFBg4caP2916lTh7Zt23L55Zfzf//3f+zcuZNBgwZV1eF51axZM5KSknj22Wfp1q0boaGhRERE0K9fP9566y3mzJmDw+Eos54GDRowZ84c5s2bx7hx44iNjSU8PJzAwEAaNGhA3759GT9+PN9//z0//fSTbR3V9Rm4uuiii9i2bRv//e9/GTZsGE2bNsXhcBASEkJMTAxDhw7lueeeY+PGjdx88822dfTo0YP169fzwQcfMHz4cGJiYggJCcHhcNC0aVMGDhzI448/zooVK3jyySfd1v311195//33ufbaa+nevTvR0dEEBgZSr149evfuzYMPPsj69eu9bltEREROf36GcRoMaS0iIiIiIrXOxRdfzLx58zj//PNZtGhRTe+OralTp1o5nXfs2OHxQ05tVxs+g5rSunVrdu3axZgxY5g6dWpN746IiIgUC6zpHRARERERkdpn37591qB2/fr1q+G9KZ/NmzeTmZkJQIsWLYiIiKjZHTpJtfEzOJXy8/PZtGmT23MRERE5/SggLSIiIiIiHrZu3Ur79u1tl+Xk5DB27Fgr4Fdb0if86U9/suanTJnC2LFja25nyuFM/AxOpb1799K9e/ea3g0REREpgwLSIiIiIiLi4dZbbyUrK4tRo0YRHx9PgwYNOH78OImJibz11lts3boVgFtuuUVBwFNEn4GIiIiciZRDWkREREREPAwcOJCFCxf6LHPVVVfx8ccfExoaWk17dXbRZyAiIiJnIgWkRURERETEw8qVK/n666/55ZdfSElJ4fDhwxiGQaNGjejXrx8333wzl156aU3v5hlNn4GIiIiciRSQFhEREREREREREZFq4V/TOyAiIiIiIiIiIiIiZwcFpEVERERERERERESkWiggLSIiIiIiIiIiIiLVQgFpEREREREREREREakWCkiLiIiIiIiIiIiISLVQQFpEREREREREREREqoUC0iIiIiIiIiIiIiJSLRSQFhEREREREREREZFqoYC0iIiIiIiIiIiIiFQLBaRFREREREREREREpFooIC0iIiIiIiIiIiIi1UIBaRERERERERERERGpFgpIi4iIiIiIiIiIiEi1UEBaRERERERERERERKqFAtIiIiIiIiIiIiIiUi0UkBYRERERERERERGRaqGAtIiIiIiIiIiIiIhUCwWkRURERERERERERKRaKCAtIiIiIiIiIiIiItXi/wEHgfFbhisN6AAAAABJRU5ErkJggg==", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 722 + } }, "output_type": "display_data" } ], "source": [ - "for x in [0.1,0.2,0.3,0.4]:\n", + "m = 1.5-1j\n", + "theta = np.linspace(-180,180,180)\n", + "mu = np.cos(theta*np.pi/180)\n", "\n", - " m = 1.5-1j\n", - " theta = np.linspace(-180,180,180)\n", - " mu = np.cos(theta*np.pi/180)\n", + "plt.figure(figsize=(8,4.5))\n", "\n", + "for x in [0.1,0.2,0.3,0.4]:\n", " rscat = rayleigh_unpolarized(m,x,mu)\n", " mscat = miepython.i_unpolarized(m,x,mu)\n", - " plt.plot(theta,rscat,'--b')\n", - " plt.plot(theta,mscat,'r')\n", - " plt.annotate('x=%.1f '%x,(theta[-20],mscat[-20]),ha='right',va='bottom')\n", + " plt.plot(theta, rscat, '--b')\n", + " plt.plot(theta, mscat, 'r', lw=0.5)\n", + " plt.text(theta[-20], mscat[-20], 'x=%.1f ' % x, ha='right', va='bottom')\n", "\n", "plt.xlim(-180,180)\n", - "plt.xlabel('Angle [degrees]')\n", - "plt.ylabel('Scattered Light [1/sr]')\n", - "plt.title('Solid Mie, Dashed Rayleigh')\n", + "plt.xticks([-180,-90,0,90,180])\n", + "plt.xlabel('Scattered Angle [degrees]')\n", + "plt.ylabel('Unpolarized Scattered Light [1/sr]')\n", + "plt.title('Solid Mie, Dashed Rayleigh m='+ str(m))\n", "plt.show()" ] }, @@ -239,18 +228,21 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 446, + "width": 789 + } }, "output_type": "display_data" } @@ -265,27 +257,34 @@ "par = abs(s1)**2\n", "per = abs(s2)**2\n", "\n", - "fig,ax = plt.subplots(1,2,figsize=(12,5))\n", - "ax=plt.subplot(121, projection='polar')\n", - "ax.plot(theta/180*np.pi,unp)\n", - "ax.plot(theta/180*np.pi,par)\n", - "ax.plot(theta/180*np.pi,per)\n", - "\n", - "ax.set_rticks([0.05, 0.1,0.15]) \n", + "plt.figure(figsize=(8,4.5))\n", + "plt.subplot(121, projection='polar')\n", + "plt.plot(theta/180*np.pi, unp, color='black')\n", + "plt.plot(theta/180*np.pi, par, color='blue')\n", + "plt.plot(theta/180*np.pi, per, color='red')\n", + "plt.text(np.pi/3, 0.12, r' $I_\\parallel$', fontsize=12, color='blue')\n", + "plt.text(np.pi/2, 0.07, r'$I_{unpolar}$', fontsize=12, color='black')\n", + "plt.text(np.pi/6, 0.06, r' $I_\\perp$', fontsize=12, color='red')\n", + "plt.gca().set_rticks([0.05, 0.1,0.15]) \n", + "plt.gca().set_xticklabels([])\n", + "plt.gca().set_yticklabels([])\n", "\n", "plt.subplot(122)\n", - "#plt.plot(theta,scat)\n", - "plt.plot(theta,unp)\n", - "plt.plot(theta,par)\n", - "plt.plot(theta,per)\n", + "plt.plot(theta, unp, color='black')\n", + "plt.plot(theta, par, color='blue')\n", + "plt.plot(theta, per, color='red')\n", "\n", "plt.xlabel('Exit Angle [degrees]')\n", "plt.ylabel('Unpolarized Scattered light [1/sr]')\n", - "plt.title(\"m=1.5, x = %.2f\"%x)\n", + "plt.suptitle(\"m=1.5, x = %.2f\"%x)\n", + "plt.text(-90, 0.125, r'$I_\\parallel$', fontsize=12, color='blue', ha='center')\n", + "plt.text(-90, 0.08, r'$I_{unpolar}$', fontsize=12, color='black', ha='center')\n", + "plt.text(-90, 0.01, r'$I_\\perp$', fontsize=12, color='red', ha='center')\n", "\n", - "plt.ylim(0.00,0.2)\n", - "plt.xlim(0,180)\n", + "plt.ylim(0.00,0.15)\n", + "plt.xticks([-180,-90,0,90,180])\n", "\n", + "plt.tight_layout()\n", "plt.show()" ] }, @@ -298,7 +297,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -331,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -391,7 +390,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -405,7 +404,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" }, "toc": { "nav_menu": {}, diff --git a/docs/05_fog.ipynb b/docs/05_fog.ipynb index 348f76e..9d1d145 100644 --- a/docs/05_fog.ipynb +++ b/docs/05_fog.ipynb @@ -8,9 +8,7 @@ "\n", "**Scott Prahl**\n", "\n", - "**April 2021**\n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { @@ -18,26 +16,12 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy import stats #needed for lognormal distribution\n", - "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { @@ -66,18 +50,21 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 442, + "width": 783 + } }, "output_type": "display_data" } @@ -96,8 +83,7 @@ "\n", "pdf = stats.lognorm.pdf(r, shape, scale=r_g) # probability distribution\n", "\n", - "plt.figure(figsize=(12,4.5))\n", - "# Figure on linear scale\n", + "plt.figure(figsize=(8,4.5))\n", "plt.subplot(121)\n", "\n", "plt.plot(r, pdf)\n", @@ -109,7 +95,7 @@ "plt.ylim(ymin=0)\n", "plt.xlabel('Radius (microns)')\n", "plt.ylabel('Probabilty Density Function')\n", - "plt.title(fogtype)\n", + "plt.suptitle(fogtype)\n", "\n", "plt.subplot(122)\n", "plt.semilogx(r, pdf)\n", @@ -120,10 +106,11 @@ "plt.annotate('mean = 5.1 microns', xy=(5.5,0.18))\n", "\n", "plt.ylim(ymin=0)\n", + "plt.gca().set_yticklabels([])\n", "plt.xlabel('Radius (microns)')\n", "plt.xlim(0.5,50)\n", - "plt.ylabel('Probabilty Density Function')\n", - "plt.title(fogtype)\n", + "#plt.title(fogtype)\n", + "plt.tight_layout()\n", "plt.show()" ] }, @@ -138,18 +125,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 691 + } }, "output_type": "display_data" } @@ -175,6 +165,7 @@ "\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(r,g)\n", "plt.ylim(0.5,1.0)\n", "plt.xlabel('Radius (microns)')\n", @@ -199,24 +190,27 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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qY4zxVVJeHdJtYyGwPo63cDZUqgSKvB5tjvVxGGOMr5LyypCPqgqk/tJfVc9tPJkxxpi2RFWdmeOtUONYIiLjQnpVY4wxYVdWWU21hnZJdQisxnEKcL2I7ADKcEZWqaqOD2lJjDHGhFTNtrEtteSIl/NCesUwss5xY4w5JhzbxkJgTVXq59HmWOe4McYcE47d/yCwGsc7OIFCgDhgELAFGBPSkhhjjAmpcOz+B4FNAPTpGBeRE4BbQ1oKY4wxIReuGkcgTVU+VHUVMC2kpTDGGBNyrVbjEJEfeD2NAE4AskNaCmOMMSFXs994K/RxdPb6uRKnz+O/IS1FA0QkAfgHUA7MV9UXW+raxhjTnoVrOK7fpioRuR1AVe8DXlfV+1T1t6r6omc3wKYSkadFJEdE1tc6fq6IbBGRDBG5xz18mXv9m4CL6mRmjDGmXseG44Z2kcOG+jhu8Pr53yG9KjwL+CxjIiKRwKM480ZGA1eJyGicbWr3uMmqQlwOY4zpsEpausZRi4Tyoqq6EDhU6/BUIENVt7u7DL6Cs7hiFk7wgIZrSDeLyAoRWXHw4MFQFtcYY9qlkvJKoGX7OJJE5FKcD+suInKZ90lVfSOkJYF+HKtZgBMwpgEPA4+IyAXAPH8vVtUnRGQfMDsmJmZyiMtmjDHtTklFFZERQnRkSL/7Nxg4FnCsT2EhMNvrnAKhDhz1UtUi4FsBpp0HzEtPT78pvKUyxpi2r7i8ivjoSDz7KIWK38ChqgF9WIfQXiDV63l/91jAbK0qY4w5prSiirgQN1NBEyYAhtFyYJiIDBKRGGAOMLeVy2SMMe1WcXlVyBc4hFYKHCLyMrAUGCEiWSJyo6pWArcDHwCbgP+o6oZg8rVFDo0x5piS8tBv4gSBTQAMOVW9ys/xd4F3m5qvNVUZY8wxJRVVIR9RBYEtOXJZPYcLgK9UNSfkJWoG6xw3xphjWrPGcSNwIvCZ+3wGsBIYJCL3q2qoJwcaY4wJ0Atf7OJIaQW3zqjb0lJcXkVSfHTIrxlI4IgCRqnqAQAR6QU8jzPHYiGhn1XeZNZUZYw5XlRXK79/fzNPLNwOQHJ8DHOmpvmkKa2oIi4MNY5AOsdTPUHDleMeOwRUhLxEzWCd48aY40FFVTV3v76OJxZu59oTB3DqsBR+OXcDX2UV+KQrqWi9UVXzReRtEblORK4D3nKPJQD5IS+RMcaYBv3otbX8d1UWPzhrOPddNIa/zZlEj8RYbnlhJYeLymvSFYepjyOQwHEbzqKEE93H88BtqlqkqjNDXqJmEJHZIvJEQUFB44mNMaYdOlJawby12Xzr5IHcecYwRITkhBj+cfUJHCws43uvrkFVAc+oqtAPnm00cKjjdVW9y328rp5StTHWVGWM6ehW7DxEtcJZo3v5HJ+QmsTPLxzFwq0HeXvdPqqqlfLK6tapcYjIZSKyTUQKROSIiBSKyJGQl8QYY0yjlu04RHSkMCm1W51zV08bwKg+XfjD+5vJL3aarDrFhH6edyA5/hG4SFW7qmoXVe2sql1CXpIQsKYqY0xHt2z7ISb0T6p3Yl9khPDzC0aRdbiExxdkArROUxVwQFU3hfzKYWBNVcaYjqyorJKv9hYwbXCy3zQnD01h5ogePP35TiD0mzhBYIFjhYi8KiJXuc1Wl/mZTW6MMSaMVu0+TFW1MnVQ9wbT/ez8UTU/t9Zw3C5AMXA2zp4cs4ELQ14SY4wxDVq2/RCREcLkAXX7N7wN69WZOVOcXSpaZcmRVtiXwxhjjnulFVWs3ZPP1EHJNRsxfbnjEGP7dSUxtvF+ix+ePYLICOGERoJMU/i9uoj8WFX/KCJ/x9nxz4eq3hny0jSTLTlijOkISsqruOn5FSzOyOV3l47jG9PSKK2oYs2efK4/eWBAeSQnxHD/xWPDUr6GwpanQ3xFWK4cBrY6rjGmvSspr+Lbzy9nSWYeg1MS+O07Gzl1WApZh0sor6pm2iD/HeMtpaGtY+eJSCQwTlV/1IJlMsaY45J30Pjz5ROYNjiZc/+6iLtfX8u0Qd0RgfSBrR84GuwcV9Uq4OQWKosxxhwXco+WUVFV7XOssqqa215aVRM0vja5P/27xfOLC0fxxfZD/GvRdkb17kLXTqFfJj1YgYyqWiMic0XkmzYc1xhjmmd3XjGn/uEzvv7PpeQeLQNAVfnV3A18ujmH/7t4LF+b3L8m/dfTU5k5ogfF5VUNzt9oSYEEjjggD5iFDcc1xphmuf/tjQBs2neES//xORk5hTyxcDsvLtvNd04fzDXTB/ikFxF+/7XxnJCWxOwJfVujyHVIG12vsIaIDAbuBbqq6uWBvCY9PV1XrGg3ffrGmOPE/C05XP/Mcn5y7khOHNKdbz+3nNKKao6WVXLB+D78fc4kIiKk1conIitVNb2xdIEscjhcRD4RkfXu8/Ei8vMAC/G0iOR4Xut1/FwR2SIiGSJyT0N5qOp2Vb0xkOsZY0xbUF5Zze/f28ysB+fzyaYDNcfun7eRwSkJ3HDKQCamJvHmrSeTmhzP9MHJPHjFhFYNGsEIZPWrfwF3A/8EUNV1IvIS8JsAXvss8AjOHh4AuCO1HgXOArKA5SIyF4gEHqj1+htUNSeA6xhjTJuwM7eIO19ZzbqsAnp1ieXG51ZwxeT+9O4ax/bcIp791hRio5zZ3KnJ8bx75ykANZP82oNAAke8qn5Z601VBpK5qi4UkYG1Dk8FMlR1O4CIvAJcrKoP0Iy+ExG5GbgZIC0trZHUxhjTdDtzi+iTFFcTAMDp4H59ZRa/nruBqMgIHr/mBGaO7MnDn2zjsfmZVCucOaoXM0b09MmrPQUMj0A6x3NFZAju7HERuRzY14xr9gP2eD3Pco/VS0S6i8jjwCQR+am/dKr6hKqmq2p6jx49mlE8Y4yBdVn5PLloe53jG7OPMOvB+Zz50ALmrs1GVcnOL+Fbzy7n7tfXMaZfV9773qmcO7YPsVGR3H3OSP773ZO4ZGJf7rt4TCu8k9ALpMZxG/AEMFJE9gI7gKvDWiovqpoH3BJIWltyxBgTKn98fwuLM3IZ168r0wYfW4328QWZdIqOJCEmijtfXs0/F2SyK6+Yqmrl17NHc+2JA+v0VUxK68aktNCvGdVaAqlxqKqeCfQARqrqKQG+zp+9QKrX8/7uMWOMaRP2FZTweWYuAA9+tLVmD+/decW8vS6bq6cP4J07T+XPV0wgv7iCCald+eD7p3H9yYPaTQd3cwQSAP4LoKpFqlroHnu9GddcDgwTkUEiEgPMAeY2I78atpGTMSYU/rc6G1W44eRBfLnjEJ9n5AHwr0XbiYwQbjh5EJERwuWT+7P4JzN58dvTSese38qlbjkNrY47EhgDdK01U7wLzqTARonIy8AMIEVEsoBfqepTInI78AHOSKqnVXVDE8tf+3rWVGWMaRZV5Y1VWaQP6MaPzx3Be+v38eBHWxjZpzP/WbGHyyY5I6Q82mPndnM11McxAmeUUxLObHGPQiCg1WdV9So/x98F3g2siIGz1XGNMR77C0o5UlrB8F6dfY4XlFTw0zfWESFCSmIsKYkxXHZCf/omdQJg/d4jbMs5yu8uHUdcdCS3zxrKvW+u59YXVlFeVc3Npw9ujbfTpjS0Ou5bwFsicpqqLvQ+JyJtcuFDq3EYYzzufn0tG7OPsOxnZxAVeaxV/u112bz71X4GdI/ncFE5R0oreXXFHt747sn06BzLf1dlERMVwQXj+gBwxeRUHpufyZc7D3HOmF4M6ZHYWm+pzQikj+Ov9Rz7e4jLERLWx2GMAWf12c8zcskrKueL7Yd8zr2/fj+DUhKY/6MZrPv1OfzvtpPJLSznW89+SUFxBXPXZnPmqJ50jXdWoY2JiuCHZw8nQuC7M+xLKTTcx3EicBLQQ0R+4HWqC07fRJtjNQ5jDDjBoVohOlJ456tsThmWAkB+cTlLM/P49qmDa/omJqYm8ejVk7jp+ZXMfmQxh4rKuWxSf5/8Lp3Un9OH9yQ5IabF30tb1FCNIwZIxAkunb0eR4CAFhtsaVbjMKbjyz1axv3zNpJfXO43zdvrshnSI4Hzxvbh/fX7a/a++HhTDpXVynlje/uknzWyF7+7dCy7DxWTnBDD6SPqTiK2oHFMQ30cC4AFIvKsqu5qwTIZY4xfb6/N5unPd7B5/xGeu2Eq0ZG+339zCktZtuMQd8waxti+XZi7Npsvtudx6rAevL9+H/2SOjG+f90vl1dOSSM6MoKE2Kg6eRpfgdydYhH5k4i8KyKfeh5hL1kTiMhsEXmioKCgtYtijAmTVbvziYmKYElmHr+eu6Fmcp7He1/tRxUuHN+H04b3IDE2infW7eNoWSULt+VyzpjefofQXnZCf84Z07vec+aYQALHi8BmYBBwH7ATZxJfm9ORmqqWZuZxqMh/VdyY49Wq3Yc5c1RPbjl9CC8u283zS30bRN5Zt4/hvRIZ3qszcdGRnDW6F+9v2M+HG/ZTXlnNeeMsMDRXIIGju6o+BVSo6gJVvQFnN0DTTOv3FvDQh1uoqvb9xnSwsIyrn/yCpxbXXWDNmI5uf0Epjy/I5Py/LeLXc33nBuccKSXrcAknpHXjx+eM4KzRvbhv3gaeW7KTqmplf0Epy3cd4sLxx3bKu2BcH/KLK/jTB1tISYzlhA60ZlRrCWSRwwr3330icgGQDbSNjW/biW8/t4IenWP4v4vH1own35tfwvXPfEnu0XJOG96D9IHHbunCrQepVtiZW9xaRTamxakqP3xtLW+u3osqJMVH88ry3dxz3kjiop2BnKt2HwacRQMjIoS/XjmRW15Yya/mbuC1lXsY1y8JVbhgfJ+afE8dnkLn2Cj2FZRy9bQ0Io+DtaTCLZAax29EpCvwQ+BHwJPAXWEtVRO1xT6OXXlFfLzpAC9/uYcfvraWyqpqSsqruPn5FZRVVBMdKXy08YDPaz7b4uxdtetQUWsU2ZhWsftQMW+s2sulE/sx/0cz+NucSZRWVPN5Rm5NmlW784mJjGBsvy4AJMRG8fwNU/n7VZPIOVLGy1/uZlSfLj6T9GKjnOYqgPPG9sE0X6M1DlV92/2xAJgZ3uI0T1tccuTjTU4QuO7EATy3dBeqUKXKxn1HePq6KTz9+Q4+2niAn54/CoDKqmoWbXP+UHbnWY3DdCyqyr+/2MUnm3J4/JrJdIo5NiXMs5DgrTOHMjAlgT5JcSTERPLxphzOGOV88K/adZix/br4bKAkIsye0JcZI3rwzOc7mTygblPUTacNJi4mkumDrbEkFALZc/w5EUnyet5NRJ4Oa6k6kE82HWBYz0Tuu3gsPzl3JHPXZvPOun3cc+5IZo7syZmjerE9t4jMg0cBWLMnn4KSCialJXGktJKC4opGrmBM+1BSXsUP/7OWX761gQVbD7Jo20Gf80syc+nZOZYhPRIAp6Zw2vAefLr5ANXVSnllNev2Fvjto+gcF82dZwzj5KEpdc6N6tOF3106zmfpEdN0gdzF8aqa73miqoeBSWErUQdSUFLBlzsOcaZbTf7ujCH89tKx3HnGMG4+zVkozXPO01z12ZYcIiOEb0x1tr+15irTEezNL+Frjy3hzTV7+d4Zw+gcF+XTRKuqLM3M4+ShKT5DZc8Y1YsDR8pYn13AhuwCyiurOaGeGoVpWYF0jkeISDc3YCAiyQG+rsM7XFTO+xv2c6SkgsLSShLjorj+pIE1HXkLth6kslo5c9SxPYavnjbAJ49+SZ0Y07cLH208wC2nD2H+loNMTuvG2H7OkOLdh4oZ3z+pxd6TMeHwy/+tZ/ehYp66Lp1ZI3uxI7eITzfnUFWtREYIWw8cJa+onBOHdPd53cwRPRBxmny7dnLWjqqvKcq0rEACwIPAUhF5DRCc5UZ+G9ZSNVFLrlVVUVXNdc98ybospyM+QqBaner4XWcNB5xmquSEGCamNvyLftboXvztk21syC5gQ/YRfnzuCFKTnU1hdh+yfg7TPqgqG7KPMKJ3Z5+Z1/nF5SzYepAbTxnErJFODfus0b2YuzabNXsOM3lAMkvc3fZOqhU4urvDZz/ZdICBKQn0S+pEry4BbQdkwqjRpipVfR64DDgA7AMuU9V/h7tgTdGcCYAVVdVszD4ScPq/fryVdVkF/PXKiWy47xwyf3c+F03oy2MLMtmRW0RFVTWfbc5h5oiejQ7/O3NUL1ThV285Y9ZnjuhJYmwUKYkxdTrIDxwp5csdh+rLhvLK6oDLb0word59mCv/+QUX/n0xf/80w+fc++v3U1mtzJ5wbG7F6SN6EBUhfLTRGTzyeUYeacnx9O9Wdxe9M0f1YkP2ERZtPciktKSwvg8TGL+BQ0TiRSQaQFU3Ah/hLHw4soXK1qL+/MEWzn94Ebe/tKrRGdvLtufxj/mZXJmeyiWT+pEQG4WI8PMLRhEbGcEv31rPip2HOVJayVmjezaYF8CYvl3ol9SJFbsO07tLHCN7OxvPpCbH16lxPPThVq57+kuqa00aPFxUzqT7P+SzzTlBvnNjmu5oWSW3vbSKS/+xhO25RYzs3ZkXvthFaUVVTZp567IZlJLAmL5dao51iYtm+uDufLzpAJVV1SzbnlentuHhaeo9UlppzVRtREM1jveBgQAiMhRYCgwGbhOR34e/aC3nYGEZzy3dyfBeiXywYT9n/2UB76/fX2/agpIK7np1DQOS4/nl7NE+53p2ieOHZw9n0bZc7pu3gZjICE4dVneVzdpEpOaPY8aIHjWdg2n1BI5Vuw9TUlFFTmGZz/GtBwopKq9ibVZ+oG/bmGZ78YtdvLNuH3fOGsr8u2fwy9mjOVRUztw12YDzt7U0M48Lx/epsz7UmaN6kpFzlHe+2kdhWSUn1TMaCmBoz0TS3KZbm/XdNjQUOLqp6jb35+uAl1X1DuA84IKwl6wFPb4gk/LKah6/ZjJzbz+Fnp3juOWFlXyy6UCdtPfP20hOYRl/mzOJhNi6XUTXTB/AmL5d2Ly/kOlDutebpj7nubuNnemOVwcYkBxPdn5JTRNUYWkFGe6w3doBxfN87+GSgK5nTHOpKq+tzGLygG784OwRJMZGceLg7ozs3ZmnP9+BqvLe+n1UKz7NVB6euRl/fH8LACcOrr/GISKcP64PXTtFM6pPl3rTmJbVUODwbguZhdNUhaqWAy3amC4il4jIv0TkVRE5O5R55xwp5YUvdnHppP4M7pHIqD5d+N9tJ5OWHM8jn2X4rLyZefAob6zO4sZTBjEhNane/KIiI/jtpeOIjBDOHxv4YmrTB3fnw7tO4wyvEVipyfFUK2TnO8Hgq6wCPMXxFziyLHCYEHl//T7++P5m7n3zK25/aRUvLdvtc371nnwyco7y9fRjmx6JCDecMojN+wtZmpnHvLXZjOjVuc6+3+D8fo/s3Zm9+SUM75VIj86xfsty11nD+Oiu04iJsnkYbUFD/wvrROTPInIXMBT4EMB7MmAgRORpEckRkfW1jp8rIltEJENE7mkoD1X9n6reBNwCXBnM9Rvz2IJMKquVO884NhIrJiqCm04bzOrd+T4d0f/4LJNY91xDJqYmsfSeWXw9PTWosgzv1dmnOp9Wa2TV6j35AIg0UOPIt8Bhmi/vaBm3vriKfy7cznvr97M0M49fvrWe7W6NF+C1FVl0io7kgvG+tYmLJvSle0IMf/hgC8t3HubC8f6X+Tjbncd00pD6m6k8YqMi6WmjqdqMhgLHTUAuTj/H2arq+aQaDfw5iGs8C5zrfUBEIoFHcZq9RgNXichoERknIm/Xenj3Lv/cfV1IHDhSyovLdnPZpH4M6J7gc+6Kyf1JSYzhsQWZgLP8x//W7OUbUweQkuj/m5FHzy5xRDRzMTVPmXa5QWHNnnwGpyTQt2sn9vgJHNn5JXVW2zUmWB9vOkC1wlu3ncyqX5zF+98/jbjoSH737ibAGXb+9tpszhvXm8RazbFx0ZFcPX0Aa90vOhfW00zlcd64PkRGiE9N27R9De0AWALU6QRX1SXAkkAvoKoLRWRgrcNTgQxV3Q4gIq8AF6vqA8CFtfMQ52v474H3VHVVfdcRkZuBmwHS0tICKtvTn++gulq5Y9awOufioiO5/qSB/PnDrWzad4Tnl+4iUoTvnN5wbSOUenaOJSYqgj2HilFV1uzJ55ShKewrKKkbOPKKiYmMoLyqmpzCUvp07VRz7oMN+5m/JYcpA5M5cUh3n3Pm+PPxxgMs2naQ22YNpWfn+r/Ff7DhQM3kVIAenWO5fdZQfv/eZhZtO0ju0TIKyyq5YnL9teprpqfx2PwMRvbuwqCUhHrTgLMUyIp7z6SbbcvarrTWDPB+wB6v51nAtAbS3wGcCXQVkaGq+njtBKr6BPAEQHp6ekBfuXfmFjGkRyJp3euOHQf45vSBPDY/k9++s4llO/K4ckpqi04+iogQUrt1YndeMfsKSjlYWMbE1CSiI4X5W46t83O0rJK8onKmDUpm2Y5DZB0u8QkOTy3awZc7D/Hyl84tn9C/K69/9yTbHvM49ej8DFbvzueN1Xv5ybkj+cbUNJ/a8dGyShZn5HLNtAE+TaffOnkgLy3bzW/e3kRSfDSpyZ2YNqj+RQN7do7jL1dODOhLigWN9qddfHKo6sOqOllVb6kvaHgEu6x6SUW1z+qctXWNj+Yb09JYnJGLKnzntCHBF76ZBnRPYNehYta41f6JqUmkJceTU1hGSbkzVt5T+/C0E2cdPlYbUVW25hQyZ0oq79x5Ct+YlsbarAJ25NoaWMejwtIK1mUVcOmkfozr15Wf/289X//nUorLK2vSLNhykPLKas4Z08vntbFRkfzs/JFsOVDIsh2HuGJyaoPNsReO72vzLjqo1gocewHvOm5/91iLKimvpFO0/8ABcOMpg4mJiuCyE/rVLAPSktKS49njBo6YqAhG9elSUw5PgNjlzi73rPPjPSQ3r6ic/OIKhvfqzJi+XfnmdGetrM37C1vybZg2YvnOQ1RVK1ek9+fFb0/jj18bz4pdh3lsfmZNmg827Cc5IcZnczGPc8b0ZvrgZETga5P71zlvjg9+m6pEZB6+Q3J9qOpFzbjucmCYiAzCCRhzgG80Iz9PmYLaj6OkooqenaMbTNO7axzvf+/UVusXSE2O52hZJZ9uzmFM3y7EREX4jLYa1qtzTY1jRK/OpCTG+AzJzchxRsEM7elsbDOkRyJREcLmfUe4qIFOS9P+fJVVwLVPL+PJ66b4/aa/JCOPmKgITkjrhojw9SmpfJ6Zyz8XbueKyan07hrHZ5tzOG9c73qXyhER/jZnEhv3HaFfkvWVHa8aqnH8GWeBwx1ACfAv93EUyGzgdT5E5GWcWecjRCRLRG5U1UrgduADYBPwH1Xd0FA+AV4rqKaq4vKqBpuqPAb3SAwoXTgMcINERs5RJrir5NYeprv7UDFdO0XTNT6afkmdfIbkbnMDx7BeTuCIiYpgSI9EttSqcVRUVXPmQwt4Y1VWWN+PCZ9567I5XFzB3a+t9Vnyw9vnmXmkD+hWs4IzwE/PG0VUhHD/2xtZkplLYVkl54zxPwepV5c4Zo6wUVDHM7+BQ1UXqOoC4GRVvdJdQHCeqn4DODXQC6jqVaraR1WjVbW/qj7lHn9XVYer6hBVDclqu8EuclhaXtVoU1Vr8+649yzwlpwQQ0JMZE3g2HWouCaY9O8W71vjOFBIYmwUvb069Uf26VynqWrTviNk5Byts42taT8+3ZxDv6RObM8t4s8fbKlz/lBROZv2HamzJlTvrnHcMWsYH286wO/f20xCTGS9myEZ4xFIH0eCiNSMQXWbl/yPr2tFwXeOVxHfSjWJQKV6rRY60Z2tLiKkun0f4HSOHwscTo3DswjitpyjDOmZ6DM6ZoQ7W/dI6bHdBVfuOgzA6t354Xw7Jkz2HComI+coN5wyiKunpfHU5ztYsdN3FeUvtjtbs9a3JtQNpwxkUEoCm/cXMmNET58aiTG1BRI47gLmi8h8EVkAfAZ8P6ylaqJgaxzF7aDG0Skmkp6dY+kWH10THAA3cDiT/bIOF9fUTPp160R5ZTW5R51FEDNyjjLM7d/w8Ky+691c5Qkc+4+Usq/AZp+3N5+6qyLPGtmTn54/ir5dO3H36+t8mqyWZOaSGBvF+H51/z5ioyL5lbtoZ0MzvY2BwPbjeB8YBnwPuBMYoaofhLtgTRFMjaO6WimrbHg4blsxMTWJ04f3qLMcye5DxWTnl1BRpT41DoCs/BIKiivIKSyrJ3A4k7q8m6tW786vyWNNE2sdeUfL6m1bX5eVz50vr+Z/q/dSVFZZzyvbntKKKhZtO+izVllb9tmWHAalJDAoJYHE2Cj+ePl4duQW8Yv/ra95D0sy8pg6KNnvvtszRvRk0Y9ncm4Qa6yZ41OjgUNE4oG7gdtVdS2QJiJ1Zne3BcHUOErcD7i2XuMAePyayTz49Yk+x9KS4ympqKpZv8rzod8vyTNUt4SMg05gGForcPTpGkfnuCi27Hc2rtpXUMLe/BKunpZGTFRETZ7ByDpczMw/z+e372yqc+7FL3Yzd2023391DZN/8xE/+M8an3kDbdF/V2Xxzae+5PmluxpM99j8TL751DI+25wTtiBzqKicyx9bUmeRQY+S8iqWZuYxY8SxJfxPHprCnbOG8trKLJ5avIN9BSVszy3yu+eFR2pyfJ3lz42pLZCZ488AK4ET3ed7gdeAt8NVqJZQEzjaQY2jvklWnkDx+bZcn+f93BrH3sMllLgfzsN6+q5MKiKM6t2FzfucwLJqVz7grNA7pm+XoGsclVXVfP+VNRwprWT+1robSX2xI48zR/XiO6cP5r8rs3hl+R6mD+rO16cEtwhkS9rg7gb5m3c2Mq5/V7/7QLy2Yg/bc4tYtC2X4b0S+cFZI0L6jb20ooqbn1/Bil2HyTx4lEsm9SU+xvfPdklmLmWV1cwa6TvS6ftnDmfrgaP87t1NNbtbNraYoDGBCKSPY4iq/hGoAHAXO2yTX0mCaaryzLpuDzWO+ngmAS7OyCUqQujT1Rk1lRgbRVJ8NFmHi9l24Chx0RE1wcTbiN6d2bK/EFVl1e7DxLqTCyeldmPd3nwqqo6tnJ9TWFozc70+f/80gxW7DnPSkO7sOeS7jlZ2fgm78oo5cUh3pgxM5oHLxtGrSywLth6sk89Ly3bzjLt+WGvbsr+Q0X260LtrHLe/WP+ukEVllezIK+KOWUN56OsTqFa49cWVHG5gB8ns/BJ+9uZX/GfFHr9pPFSVH7++jhW7DvOd0wZzuLiiZtkYb59uziE+JpKptZb/iIgQHrpyAiN6d+GN1XvpFh9d079lTHMEEjjKRaQT7mRAERkClDX8ktbRpKaqdlDjqI+nL2Nvfgn9unXyabf2jKzalnOUwSmJ9U7kGtmnM4VllezNL2HlrsNM6J9ETFQEE9OSKK2o9uk4/8nr6/j640trOty9fbnjEH//dBuXndCP+y4aAzjfgD2W7XBG8kwf7HyoiQinD+/Bom0HqfQKTkVlldz/9gbum7eRm/+9goKSCsKhvLKaS//xOe9+tc9vmupqZcv+QtIHduOxqyeTW1TO915ZXWfV4c37j6AK4/sncdkJ/XngsnFUqzM7u7bi8kr+8tFWZj04n5eW7eb+eRvJL254i+K/fLSVuWuz+fG5I/jp+aOYNiiZfy3c7rO3vKoyf8tBThmaQmxU3d/l+JgonrwunZTEWE4f3qPZKzYbA4EFjl/jbCObKiIvAp8APw5noVqCp8bR1ofj+hMXHVkzNyOt1lIo/ZI6OX0cOUdrJv7V5vnmuXZPARuyCzjBnWk8yR3y6+nnyMgp5LMtBymvqq7Txn60rJK7Xl1DanI89188lqE9nc14lmTm1aT5IvOQs3Nb72M7t80Y0ZMjpZU+29x+ujmH0opq5kxJZf6Wg1z0yOKa5pVQWp9dwOrd+Tzw3iafWpW3vfklHC2rZGTvLozt15Vfzx7Dom25vLfeN9h4yudZQXZ8/67ERkWwbIdv4CitqOKChxfzt0+2ceaoXjx9fTpHyyp5avEOv+VcvC2Xhz/N4Mr0VL57urNG2q0zh7L/SClvrj42SXPrgaPszS9h5kj/E/L6JXXi4x+cxgOXjW/gzhgTuEBGVX0IXAZcD7wMpKvq/PAWK/yK3cDRnserewJG7cDRv5sz4mpvfkmdEVUenh3ZXl+5h4oqrVmion+3TqQkxrJ6tzM898lFO4iNiuCEtCRe+GKXz7fdx+dnsje/hIe+PpHE2ChEhJOGdGdJZl5NR/EXO5yRPN7fdE8emkJkhO8Kv2+vy6Zn51h+e+k4Xv3OdEorqrj26WWUVdY/A7qplrsf6nsOlfC/1fUvj7ZpnxMQRvZx7tGVU1LpHBvlExDB6QdJio+uaSaMjYpkUlqSz+ZfAEsz89iRW8Rfr5zII984gVkje3He2N48+/lOCorr1qzKK6v51dz1DOgez30Xj6nprD5tWApj+3Xh8QXbqapWduUV8X9vbwRodCZ3UnxMu61dm7YnkFFVnwDTVPUdVX1bVXNF5IkWKFvQgunjKG1Ho6r8SfUTOPoldar5gK89osqjc1w0/bt1Yr7b1+CZlS4iTExNYs3ufA4WlvHG6r1cdkJ/7jhjGDmFZTXfuvcXlPLk4u3MnuC7AupJQ7pzsLCMjJyj7Ctw+jdqL73dtVM0k1KTavo5Cksr+GzLQc53N/WZPCCZP10+gdyj5Xy4IbQz2ZfvPMyglATG9O3CP+Zn+jSXeXiGKY9wg2tkhJA+sFudgLBx3xFG9+niMwpp6qDubMguoNBrcuUnmw8QHxPp02l+5xnDKCyr5KnP69Y6nl2yg8yDRfzywtE+X2xEhFtnDGVHbhE3P7+CMx9awKrdh/n17NH07mq745mWE0hT1SDgJyLyK69j6WEqT7ME08dRXNNU1VpbkjSfJ2AM6F67xnGsM3xoT/+doSN7d0YVBnaP99nVcFJaEttzi3j0swzKK6u58ZRBnD6sB4NSEnjm850APPjhFqqr4cfnjPDJ0zNqZ0lmHsu2Ox+00wfXHQJ6+vAerMsqIPdoGR9vOkB5ZbXPxLNThqbQL6lTQJ3IgaquVlbsOsSUgd24Y9YwduQW8fa6un0dm/cfYUD3eBK8drabMiiZjJyj5Ln9PJVV1WzeX1jTTOUxbVAy1XpsQqWq8ummHE4dluITBEb16cK5Y3rzzOIdPrWOnCOl/O3jbcwa2ZMzRvkuaw7O6rSDeyTwyeYcLp7Yj/k/msH1Jw9q3o0xJkiBBI584Aygl4jME5HApmW3ce1pHoc/g3s4K78MSvGtVXhGUUVHSp2g4s0zEfCEWiupemofzy3dyRkjezK0ZyIREcJ1Jw5gzZ58Xv5yN6+vyuK6kwbUWWo+NTme1OROfJ6Ryxfb8+gSF8WoPr4fruD0c4DTlv/Oun306RrnM+Q1IkK4Ir0/i7bl1tnt0J+8o2UcLPQ/biPz4FHyiyuYMjCZs0f3YmTvzvz90231dHoX1hl95Kk1Ld952M2riPLKakbXChyT0pKIipCa2smmfYVkF5Ryxsi6QcBT63j40201AemB9zZTUaX88sLR9b6HyAjh+Rum8uFdp/HnKybYPtymVQQSOERVK1X1VuC/wGKg3S+N6Znj0J7bfc8b25sXvz2NEbU+5Pq761sN7J7Q4C5/ntfVnqMwvn8SIqAK3z712Fa5X5vcn8TYKH725ld0iYvm9pl1t9wFOGlwCl9sz2NJZh5TB3Wvd1TXmL5d6J4Qw9y12SzY6jRT1R7xc0V6KiLw2krfFXu3HSj0mYFeWVXNk4u2c9ofP+OSRz/3uzLsl+5opykDnT6XO2YNI/Ngkc8Iq5LyKnbmFjGit29AGNcvidioiJqAsHFfgfs+fL9HxcdEMa5/15p0n2xymtpmjOxBbaP7duGCcX14avEOJv/mYybd/yFvrt7LzacNZmAD26327xZf00dlTGsIpJ2mZsc9VX1WRL4CbgtfkVpGex+OCxAVGVHvKqZdO0XTOS7K74gqj1OGpnD+uN6cXWunt8TYKMb27YrIsWG04PSLXJHen2c+38kds4bSNb7+vUxOGtqdV1fs4UhpJdeeOKDeNBERwmnDe/Cm20Fd3/pI/ZI6ccrQFF5bsYfvnTGMyAjh6cU7uP/tjcRERXDi4O6cPLQ7b67OZtO+I07fzJ58Xly2mxtPqdt8s2LnYXp0jq2phZ03tjdDeybyr0VOXw3AtpxCqhVG1QrGMVERTEpLqhlqu2HvEWKiIhhczwf81EHJPL14ByXlVXyyOYcJqUl+9/b+y5UTuSK9P5kHi8jIOUppRRW3zmz5nSaNCUZDGzl1UdUjwGsi4t27uQP4UdhL1gQiMhuYPXTo0EbTlpQ7naLtuamqIX+6fDxpyQ0vYtwtIYZ/XD253nP/ujadqEips/zEbTOH0j0hhm/6CQhwbCdCqL9/w+N0N3D0S+pUs/JvbXOmpHHbS6tYtO0g2fml3P/2Rs4Y2ZOBKQl8sukAC7YepE/XOB6/5gTOGdOba55axqOfZXDllFQSY31/vb/c4fRveN5TRITwzekD+NXcDXyVVcC4/l1rZtOPrKd5beqg7jzy6TYKSyvYuO8II3t3rnfdp2mDkvnngu18tOkAa7PyuevM4X7vQUxUBDNG9GTGCL9JjGlzGmqqesn9dyWwwv13pdfzNieozvGKSmKiIuptRukIzh3bp077ezB6d43z6TD3SEmM5fZZw+qdbObRs3Mcw3sl0tlP/4bHqcNSiI4ULprY1+/6SGeO7km3+Gjum7eRe//3FTNH9OCxaybziwtHM//umSz+yUw+/eEMzh3bBxHhx+eM5FBROU8u2u6TT3a+sx5X+gDfEV6XTOpHXHQEL33prEm1af8ROkVH1hmpBr4d3xv3HanTMe6RPtDZWvWhD7egCmeMavctu8b4aGgjpwvF+Ws+XVUHq+ogr8dgf69rL9rDJk7t2Q/PHsG9549qMDB3T4zlnTtP5Xtn1N9XAs7ciEsn9WeHu0DfY9dMJibKe5Z8vE9z44TUJM4b25t/Ldxe0+EMx2Zz116Wo2unaC6a0Je31mRTWFrB5n2FDO/dud5yezq+31qTTX5xBaP9BMUucdGM7tOFnXnF9O4S5zedMe1Vg53j6szieqeFytKiisvb/iZO7dk5Y3ozZ2pao+mG9+rc6CTMW2cO4e5zRvCva9MDmrD5w7OHU1JRxaOfHdvheMXOwyTERNa7VtM3pg2guLyKt9Zks3n/EUb66XiOj4libL+uvL0uG6DBGp0nQM0a1dNWmzUdTiCjqlaJyJSwl6SFlVRYjaO9SEmM5baZQwOeczO0Z2cun9yfZ5fs4N43v+JwUTnLdx7ihAHd6u2TmNC/K6P7dOGx+ZkcLq6omTFen6mDkqmoUkSODWeuz4lu385Zo+sOwzWmvQskcEwDlopIpoisE5GvRGRduAvmISKjRORxEXldRL4bqnxLyqva9Ygq07Bfzh7DtScO5JXle5j54Hy2HChkysDketOKCN+YlsbefGfnw4YCwlQ3j0HdE3wmCNZ21uhevHLzdGYMrzsM15j2LpDAcQ4wBJgFzAYudP9tlIg8LSI5IrK+1vFzRWSLiGSIyD0N5aGqm1T1FuDrwMmBXDcQVuPo2BJjo/j1RWN4585TambInzLM/14UF0/sW9N02dDS41Pcju9RjQw8EBGmD+5uzVSmQ2q07q+quwBEpCcQ7DTVZ4FHgOc9B0QkEngUOAvIApaLyFwgEnig1utvUNUcEbkI+C7w7yCv71dJRVWd4Zqm4xnZuwsv3zSdA0fKGlzPqXNcNHOmpLE44yDdEmL8pusaH829549ikp+NnYw5HjT6yel+aD8I9AVygAHAJmBMY69V1YUiMrDW4alAhqpud/N/BbhYVR/Aqc3Ul89cYK6IvMOxYcLNUlJeRY96hpuajkdEAloE8N4LRlGtIxtN5z2b3pjjUSBfuf8PmA58rKqTRGQmcE0zrtkP8F65LgunH6VeIjIDZ1n3WODdBtLdDNwMkJbW+Giekgrr4zC+IiOEyLa5uaUxbUoggaNCVfNEJEJEIlT1MxH5a7gL5uHu/TE/gHRPiMg+YHZMTEz906G92HBcY4xpmoBWxxWRRGAh8KKI/A0oasY19wKpXs/7u8eaLZiZ46XlVe16EydjjGktgQSOi4ES4C6cLWQzCXBUlR/LgWEiMkhEYoA5wNxm5FcjmI2cSiqsxmGMMU0RyKgq79rFc8FkLiIvAzOAFBHJAn6lqk+JyO3ABzgjqZ5W1Q3B5Ntc5ZXVVFarDcc1xpgmaGh13ELAe4cbcZ8LzmokjS7Ao6pX+Tn+Lg10dDeVqs4D5qWnp9/UUDrPkurWVGWMMcHzGzhUtd3tFBPosuolHWDbWGOMaS2B9HEgIhNE5Hb3MT7chWqqQDvHj23iFNDbN8YY46XRT04R+R7wIs52sT1xRlbdEe6ChVOxZ9vYaKtxGGNMsAL55LwRmObpJBeRPwBLgb+Hs2BNEWhTVWkH2DbWGGNaSyBtNQJUeT2vco+1OQE3VbnbxtpwXGOMCV4gNY5ngGUi8iZOwLgYeCqspWqiQGscx5qqLHAYY0ywGq1xqOpDwLeAQ0Au8C1V/WuYy9UkwXaO23BcY4wJXjDDiqTWv+3WseG4FjiMMSZYgYyq+iXOjPFuQArwjIj8PNwFC6ea4bhW4zDGmKAF0sdxNTBBVUsBROT3wBrgN2EsV5ME3sdho6qMMaapAmmqysZ3579YQrSabagF2sdRWlGFCMRG2QRAY4wJViA1jgJgg4h8hLNW1VnAlyLyMICq3hnG8oVFSbmz37jtB22MMcELJHC86T485oenKC2n2JZUN8aYJgtkWfWgllJvD2wTJ2OMabpARlWdLCIfichWEdkuIjtEZHtLFC5YgW7kZNvGGmNM0wXSO/wU8BBwCjAFSHf/bXOCmQBoQ3GNMaZpAuocV9X3wl6SFlRSUWVDcY0xpokCCRyficifgDeAMs9BVV0VtlKFWUl5FSmJMa1dDGOMaZcCCRzT3H/TvY4pMCv0xWkZVuMwxpimC2RU1cyWKEhLcuZx2CZOxhjTFH4/PUXkB7UOKc7quItVdUdYS1W3LAnAAuDXqvp2c/Nzahw2a9wYY5qioU/PzrUeXXCaq94TkTmBZC4iT4tIjoisr3X8XBHZIiIZInJPAFn9BPhPINcMRHF5JfExVuMwxpim8Pvpqar31XdcRJKBj4FXAsj/WeAR4Hmv10cCj+IsXZIFLBeRuUAk8ECt198ATAA24rteVpNVVyulFdU2AdAYY5oo6K/dqnpIAlzkSVUXisjAWoenAhmquh1ARF4BLlbVB4ALa+chIjOABGA0UCIi76pqdT3pbgZuBkhLS/NbprJK56U2j8MYY5om6MAhIjOBw824Zj9gj9fzLI6N3KpDVe91r3s9kFtf0HDTPSEi+4DZMTExk/3l59k21maOG2NM0zTUOf4VToe4t2ScZdavDWeh6qOqzwaQZh4wLz09/SZ/aWwTJ2OMaZ6Gahy1m40UyFPVomZecy+Q6vW8PyHa3yOQjZxKbBMnY4xpFr+jqlR1V63H7hAEDYDlwDARGSQiMcAcYG4I8g1orSqrcRhjTPOEdTKDiLwMLAVGiEiWiNyoqpXA7cAHwCbgP6q6IUTXa3R1XM+2sdbHYYwxTRPWyQyqepWf4+8C74bz2v54ahxxFjiMMaZJOtT06UCaqkrLranKGGOao0MFjkBYU5UxxjRPhwocgfRxWOe4McY0T4cKHAGNqrLhuMYY0ywdKnAEoqZz3GocxhjTJB0qcATaVBUdKURHdqi3bowxLaZDfXoG2lRl/RvGGNN0HSpwBKKk3LaNNcaY5uhQgSOgmeMVVbaJkzHGNEOHChyBNlVZx7gxxjRdhwocgSipqLTJf8YY0wzHX+CwznFjjGmW4y9w2H7jxhjTLB0qcAQ0j6PcmqqMMaY5OlTgCKRz/NRhPZg8oFsLlsoYYzqW425c6v9dMra1i2CMMe1ah6pxGGOMCT8LHMYYY4JigcMYY0xQ2nzgEJEZIrJIRB4XkRmtXR5jjDnehTVwiMjTIpIjIutrHT9XRLaISIaI3NNINgocBeKArHCV1RhjTGDCParqWeAR4HnPARGJBB4FzsIJBMtFZC4QCTxQ6/U3AItUdYGI9AIeAq4Oc5mNMcY0IKyBQ1UXisjAWoenAhmquh1ARF4BLlbVB4ALG8juMBDr76SI3AzcDJCWltacYhtjjGlAa/Rx9AP2eD3Pco/VS0QuE5F/Av/Gqb3US1WfUNV0VU3v0aNHyAprjDHGV5ufAKiqbwBvBJJWRGYDs4EjIrKtgaQpQG4IihcuVr6ma8tlAytfc1n5mqex8g0IJJPWCBx7gVSv5/3dY82mqvOAebhNVv6IyApVTQ/FNcPBytd0bblsYOVrLitf84SqfK3RVLUcGCYig0QkBpgDzG2FchhjjGmCcA/HfRlYCowQkSwRuVFVK4HbgQ+ATcB/VHVDOMthjDEmdMI9quoqP8ffBd4N57Ub8UQrXjsQVr6ma8tlAytfc1n5mick5RNVDUU+xhhjjhNtfskRY4wxbYsFDmOMMUHpsIFDRK4QkQ0iUi0ifoef+Vs3yx31tcw9/qo7AiyU5UsWkY9EZJv7b51tCUVkpois8XqUisgl7rlnRWSH17mJLVk2N12V1/Xneh1vC/duoogsdX8H1onIlV7nwnLvGluDTURi3fuR4d6fgV7nfuoe3yIi54SiPE0o3w9EZKN7vz4RkQFe5+r9v27h8l0vIge9yvFtr3PXub8P20TkulYo21+8yrVVRPK9zrXEvat3XUCv8yIiD7vlXyciJ3idC/7eqWqHfACjgBHAfCDdT5pIIBMYDMQAa4HR7rn/AHPcnx8Hvhvi8v0RuMf9+R7gD42kTwYOAfHu82eBy8N07wIqG3DUz/FWv3fAcGCY+3NfYB+QFK5719DvkleaW4HH3Z/nAK+6P49208cCg9x8IluhfDO9fr++6ylfQ//XLVy+64FH6nltMrDd/beb+3O3lixbrfR3AE+31L1zr3EacAKw3s/584H3AAGmA8uac+86bI1DVTep6pZGktWsm6Wq5cArwMUiIsAs4HU33XPAJSEu4sVuvoHmfznwnqoWh7gc9Qm2bDXayr1T1a2qus39ORvIAcK5Fk29v0u10niX+3XgDPd+XQy8oqplqroDyHDza9HyqepnXr9fX+BMzm0pgdw/f84BPlLVQ6p6GPgIOLcVy3YV8HIIr98oVV2I88XSn4uB59XxBZAkIn1o4r3rsIEjQP7WzeoO5Ksz58T7eCj1UtV97s/7gV6NpJ9D3V/G37rVzr+IiN8FIMNYtjgRWSEiX3ia0GiD905EpuJ8U8z0OhzqexfIGmw1adz7U4Bzv4Javy2M5fN2I843VI/6/q9bo3xfc//fXhcRzwoU4b5/AefvNu8NAj71OhzuexcIf++hSfeuza9V1RAR+RjoXc+pe1X1rZYuT20Nlc/7iaqqiPgdF+1+MxiHM2nS46c4H5oxOGOzfwLc38JlG6Cqe0VkMPCpiHyF82HYbCG+d/8GrlPVavdws+5dRyci1wDpwOleh+v8X6tqZv05hM084GVVLROR7+DU3ma1cBkaMwd4XVWrvI61hXsXUu06cKjqmc3Mwt+6WXk4Vbko95thk9bTaqh8InJARPqo6j73wy2ngay+DrypqhVeeXu+cZeJyDPAj1q6bKq61/13u4jMByYB/6WN3DsR6QK8g/NF4guvvJt17/wIZA02T5osEYkCuuL8roVt/bYgy4eInIkTnE9X1TLPcT//16H88Gu0fKqa5/X0SZy+Ls9rZ9R67fyWLJuXOcBt3gda4N4Fwt97aNK9O96bqupdN0udXqPPcPoVAK4DQl2DmevmG0j+ddpM3Q9MT5/CJUC9oynCVTYR6eZp4hGRFOBkYGNbuXfu/+ebOO26r9c6F457F8gabN7lvhz41L1fc4E54oy6GgQMA74MQZmCKp+ITAL+CVykqjlex+v9v26F8vXxenoRzpJF4NTEz3bL2Q04G9/aedjL5pZvJE4H81KvYy1x7wIxF7jWHV01HShwv0A17d6Fu7e/tR7ApTjtdWXAAeAD93hf4F2vdOcDW3G+AdzrdXwwzh9vBvAaEBvi8nUHPgG2AR8Dye7xdOBJr3QDcb4VRNR6/afAVzgfei8AiS1ZNuAk9/pr3X9vbEv3DrgGqADWeD0mhvPe1fe7hNMEdpH7c5x7PzLc+zPY67X3uq/bApwXpr+Jxsr3sfu34rlfcxv7v27h8j0AbHDL8Rkw0uu1N7j3NQP4VkuXzX3+a+D3tV7XUvfuZZyRgxU4n3s3ArcAt7jnBWfn1Uy3HOlerw363tmSI8YYY4JyvDdVGWOMCZIFDmOMMUGxwGGMMSYoFjiMMcYExQKHMcaYoFjgMMYYExQLHMYYY4JigcN0WOK7D8IaqWcfhVrpl7j/JonIrY2kvURE1J0t3JwyHm3O65t4zUgR+Zs4e5V85a6hZEzAbAKg6bBE5KiqJjbhdQOBt1V1bANpXsVZheBTVf1VS5exOUTk50Chqv5NRG4CRqhqKNbrMscJq3GY44qITHGX5Y4TkQT3W/dY95zn2//vgSFuLeVP9eSRCJyCs6zDHPfYQBHZJCL/cvP8UEQ6eb3mF+LsILdYRF4WkTof1CJyjYh86V73nyISWU+aa93yrxWRf3sd/4GIrHcf33ePJYjIO27a9SJypYgkAJeq6t/cl+4AhjbpZprjVrteHdeYRnQSkTVezx9Q1VfF2b7zN0An4AVVrb3I4T3AWFWd6Cffi4H3VXWriOSJyGScVW6HAVep6k0i8h/ga8ALIjLF/XkCEA2sAlZ6Zygio4ArgZNVtUJE/gFcDTzvlWYM8HPgJFXNFZFk9/hk4FvANJw1iZaJyAKcNcOyVfUCN11X4Ewg1eu+JOOsUWVMwCxwmI6sxM+H//04K56WAnc2Id+rAM839lfc548AO1R1jXt8Jc4CleCsiPqWqpYCpSIyr548zwAmA8udRXvpRN3l4mcBr6lqLoCqenZ8OwVn2f0iABF5AzgVeB94UET+gNP0tkic/dV/qaqPu2mfBNY14R6Y45gFDnM86g4k4nz7jwOKAn2h+y1/FjBOnA2kIgHFWXm0zCtpFc6Hf8BZA8+p6k+DeE2D3BrRCTgru/5GRD7BWfZ7B4A4e4KcDfw2VNc0xwfr4zDHo38CvwBeBP5Qz/lCoLOf114O/FtVB6jqQFVNxfkgTvWTHuBzYLbbr5IIXFhPmk+Ay0WkJzgBSpxtSL19ClwhIt09adzji4BLRCTe04cBLBKRvkCxqr4A/Ak4AWdp8Onu6+4C3lFnn3NjAmY1DtOR1e7jeB9nE50KVX3J7XxeIiKzVLVmj2hVzRORz0VkPfCeqt7tlcdV1A02/8XZjrZeqrrc7VdZh7PfRZ0tdlV1ozva6UMRicDZV+E2YJdXmg0i8ltggYhUAauB61V1lYg8y7HNn55U1dUicg7wJxGpdvP7Ls5+DO+JSAbOhkM3+yu3Mf7YcFxjWoCIJKrqURGJBxYCN6vqqtYulzFNYTUOY1rGEyIyGqdP5TkLGqY9sxqHMcaYoFjnuDHGmKBY4DDGGBMUCxzGGGOCYoHDGGNMUCxwGGOMCYoFDmOMMUGxwGGMMSYo/w+wY59wOjjuUwAAAABJRU5ErkJggg==\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 702 + } }, "output_type": "display_data" } ], "source": [ - "num=100 # number of angles\n", + "num=500 # number of angles\n", "\n", "# scattering cross section for each droplet size\n", "lambdaa = 0.550 # in microns\n", @@ -228,6 +222,7 @@ "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", "scatter = 0.5*(abs(s1)**2+abs(s2)**2)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(mu,scatter)\n", "plt.yscale('log')\n", "plt.xlim(-1.05,1.05)\n", @@ -248,18 +243,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 691 + } }, "output_type": "display_data" } @@ -274,6 +272,7 @@ "theta = np.linspace(0,5,num)\n", "mu = np.cos(theta*np.pi/180)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "r = np.array([1,5,10,20])\n", "kolor = np.array(['red','green','blue','black'])\n", "for i in range(4) :\n", @@ -285,7 +284,7 @@ "\n", "plt.annotate('r=%.0f'%r[0], xy=(3.8,0.84), color=kolor[0])\n", "plt.annotate('r=%.0f'%r[1], xy=(1.8,0.5), color=kolor[1])\n", - "plt.annotate('r=%.0f'%r[2], xy=(1,0.3), color=kolor[2])\n", + "plt.annotate(' r=%.0f'%r[2], xy=(1,0.3), color=kolor[2])\n", "plt.annotate('r=%.0f'%r[3], xy=(-0.1,0.0), color=kolor[3])\n", "\n", "#plt.yscale('log')\n", @@ -324,7 +323,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -372,18 +371,21 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 701 + } }, "output_type": "display_data" } @@ -401,13 +403,16 @@ "s1,s2 = miepython.mie_S1_S2(m,x,mu)\n", "miescatter = 0.5*(abs(s1)**2+abs(s2)**2)\n", "\n", - "plt.plot(theta,miescatter, color='blue')\n", - "plt.plot(theta,hg(g,mu), color='red')\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.plot(theta,miescatter, color='blue', label='Mie')\n", + "plt.plot(theta,hg(g,mu), color='red', label='Henyey-Greenstein')\n", "plt.yscale('log')\n", + "plt.xticks([0,30,60,90,120,150,180])\n", "plt.xlabel(r'Exit Angle $\\theta$ (degrees)')\n", "plt.ylabel('Normalized Scattering Function')\n", "plt.title(r'Water Droplet ($\\lambda=550$nm, r=4.5$\\mu$m)')\n", "plt.annotate('g=%.4f'%g, xy=(-150,0.9))\n", + "plt.legend()\n", "plt.show()" ] }, @@ -420,18 +425,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 691 + } }, "output_type": "display_data" } @@ -450,6 +458,7 @@ "miescatter = 0.5*(abs(s1)**2+abs(s2)**2)\n", "hgscatter = hg(g,mu)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(theta,miescatter/miescatter[0],color='blue')\n", "plt.plot(-theta,miescatter/miescatter[0],color='blue')\n", "plt.plot(theta,hg(g,mu)/hg(g,1), color='red')\n", @@ -463,23 +472,27 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 695 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "plt.plot(theta,miescatter,color='blue')\n", "plt.plot(-theta,miescatter,color='blue')\n", "plt.plot(theta,hg(g,mu), color='red')\n", @@ -493,23 +506,27 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 434, + "width": 711 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "plt.plot(theta,miescatter,color='blue')\n", "plt.plot(-theta,miescatter,color='blue')\n", "plt.plot(theta,hg(g,mu), color='red')\n", @@ -524,18 +541,21 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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gQ04hv/twTUDH+/f32/j399uorLLZHY0Jt0Ba8L8C+rut8KHuMizYgZmmsftQCcXlVfTvlFy9zmnBH57gvRc5eUs0AKcO7MiNJ/Zm5nfbeH/ZTr/HUlWWbMtDFXKLK5roFRhjjlQgCX47YGfZWqhdeU7S9r1qtX1yLAVllYeVXepqwQPccWZ/RvdI5zfvrGTzvvovfMo+UMzBIqf009CQxMaY4AskwW8BvhSRe0Xk194l2IGZprErrwSALr4JPqnui532elvwKXE11kdHRvC/V44kJiqCRz6ov1SzeGtu9e0DhYfX+I0xoRVIgt+GU3+PAZJ9FtMC7KxO8D8m7fbeq1lrtbJz8kuJi44gJe7w6986p8Zz2sCOrNmdX++xlmzzSfBF1oI3JtwCmfDjYXAGFnPv2+AkLciuvBLSE6JJiPnxV51ZTws+J7+Mjilx9Q4u1jMzkX2Ld1BcXlljf15LtuYyvFsay7fnNTipiDEm+ALpRTNERJYCq3HGpFksIoODH5ppCrvySmqUZ+DHFnztOnlOfikdk2uWZ3x1b5cAwNY6JgIpKK1gfU4Bk/q1JypCOFBkJRpjwi2QEs2zwK9VtYeq9gBuB/4Z3LBMU9mVV3pYgs+oZ7gC7zg09emZ4QwqWleCX779EKowukc6GUkxHLCTrMaEXSAJPlFV53jvqOqXgE3z00Lsyis5bNz36MgI0hOi627Bp/hpwWd4W/BFhz22eGsuIjCie5rTDdNOshoTdoHM6LRFRB4AZrj3p+L0rDHNXH5pBQVllTVOsHplJsXWaMEXllVSXF5VPZxwXVLjo0lPiGbrwcNb8Eu25dKvQzIpcdFkJMVaC96YZiCQFvy1OPOwvuMu7d11ppmrq4ukV/vkmq1s70VO/lrwAD0yEg9rwXs8ypJtuYzqkQZAZmKMteCNaQYC6UWTC9waglhME/OX4DOTYlm2Pa/6fvVVrH5q8AA9MhJYlJ1bY93mfYUUlFZWzxaVmRzL/sIym+7PmDDzNyfrU6p6m4h8gDMzUw2qen5QIzNHbWcdV7F6tXeTsNfefO9VrA234D9YvqvGpN3e/u+jejgJPiMxhrJKD0XlVSTFBlIFNMYEg7//Pm/N/YlQBGKa3q68EqIjpfrKVV+ZSbEUl1dRVFZJYmxU4CWadgl4FHbkltCnvTP88KLsXNISoumdmVi9b4ADhWWW4I0JI39zsi52b45Q1a98F2BESKIzR2VXXgmdUuOIiDi8TFK7L3xOfhmJMZENJuSemU5Pmm0+XSW//eEA43q2qy7HeLth2ng0xoRXICdZr65j3TVNHIcJgl15JXRJPbw8Axw2dd/eAv9dJL16uH3hs90TrTtyi9l+sKR6chBn394PDzvRakw4+avB/xS4EuglIrN8HkoGDgY7MHP0duWVcmyvdnU+VrsFvzff/0VOXhmJMSTGRFZf7LTAne2prgRvA44ZE17+vo/PB3YDmcCTPusLgBXBDMocvcoqD3vyS+maXncL3luXX7O7gANF5azPKeCkfg1Pei4iNbpKfrvlIOkJ0fTr8OP4c+0SrURjTHNQb4JX1a3AVhGZAuxS1VIAEYkHsoDskERojsjegjKqPFpnF0lwkrAITP98I+B0f7xwZJeA9t0jI4H1ewpQVb7dcoDxvTNq1PljopwRKe1iJ2PCK5AuDm8Ax/ncrwLeBMYGJSLTJPz1gQeIiozg3rMGUF7p4YzBnejbISngPus9MhL5bG0O2QeK2ZlXwo0n9T5sm8zkWPbbgGPGhFUgCT5KVav/U1W1XERighiTaQLeceC71jFMgdcNJ/Y5on33zEigokp5d8kOACb0zjhsm8zEuqcFNMaETiC9aPaJSPVFTSJyAbA/eCGZpuCdqq9zPb1ojoZ30LE3F+8gMymGYzokHbZNRlKMDRlsTJgFkuBvAn4jIttFZBtwN3BjcMMyR2tXXglpCdEkBuFCI++wwbsPlXJs74w6SzuZNuCYMWEXyFg0m4HxNqNTy+KvD/zR6pQSR0xUBOWVnjrLM+C04HOLK6io8hAdlCiMMQ0JZEanjiLyL+BNVS0UkUEi8j8hiM3UYfvBYn7+ymLySyv8brezjpmcmkpEhFTP7jS+3gTvdMPMtTKNMWETSInmReATwNuHbgNwW5DiMQ349/fb+M+qPcxZt9fvds5EHw1fmXqkemcm0jEllj7t6577pX31cAWW4I0Jl0ASfKaqvgF4AFS1EqerpAmDT1fnAPDtlgN1Pl7lURZlHyS/tDJoLXiA+88ZxPPXjK23a2VGUt3zvhpjQieQM3BFIpKBO2SwiIwHDgU1KlOnLfsK2bi3kKgIqR4iwKu4vJL73l3F52tzyC+tJEJgaNfUoMXi7UlTnwz3atYDRZbgjQmXQBL8r4FZQB8R+QZnRqdLAz2AiEQCi4CdqnruEUVpAPh0jdN6/9mEHrzwTTa7D5VUd4P8YPku3l26k4tHdmXSgA4c1yejekyYcMhMtvFojAm3Bks0qroEOAnnatYbgcGq2pixaH4FrD2y8IyvT1fvYUjXFC4ZlQVQoxX/4Yrd9MhI4MnLh3P+8C5hTe4AybFRxERGsM9KNMaETb0JXkTGikgnqK67jwYeBZ4UkbqHKDx8H1nAOcBzTRBrm7Y3v5Sl2/M4Y1AnBnVOITU+ujrB7y8s45tN+zlvWJdmM0WeiDgXO1kL3piw8deC/wdQDiAiJwKPAS/j1N+fDXD/TwF34Z6grYuI3CAii0Rk0b59+wLcbdvz2dq9qMKZgzsRESGM792OBe6J1v+s3I1H4bzhgQ0WFip2sZMx4eUvwUeqqnfc958Az6rq26r6AHBMQzsWkXOBvT4zQ9VJVZ9V1TGqOqZ9+4aHq22rPl2zhx4ZCfTr6AwLMKF3BjtyS9h+sJgPlu+mX8ck+ndKbmAvoZWRFGPdJI0JI78JXkS8J2FPBb7weSyQk7PHA+eLSDbwb+AUEXnliKJs4wpKK5i/6QBnDOpYXYKZ0CcTgHeX7mRh9kHOG9a8Wu8AGYnWgjcmnPwl+NeAr0TkfaAEmAcgIscQQDdJVb1XVbNUtSdwBfCFqk49+pDbnm82HaC8ysPpgzpVr+vXMYmMxBj+9uUmAM5tZuUZgMxkpwWvTg9bY0yI+Zt0+1HgdpwrWU9QVfV5zi+DH5rxysl3Rob0vWpURBjfO4PSCg9DuqbQK7PuK0rDqU9mEuVVHkoq6r4urrCskj/+dx2n/fkrdh8qCXF0xrR+frtJquq3qvquqhaBc0JUVTe4XScDpqpfWh/4I1fgjjuTHFdz2C7vPKjNsTwDcHxfp4x0qLjmuDmqyluLd3DyE1/yty83s2lvIe8t3RWOEI1p1QIZqsDXTUGJwviVX1pJbFQEMVE1f11nDenEhSO6cOnorDBF5l/XtHh6ZSZyqKRmgn9nyU7ueHM5XdPieffm4xjeLY2PVlqCN6apNTbBN49O1m1MQWnFYa13cMZ7eeqKkdXjvjRHxx+TQX5pJR6fOvw7S3fQMyOBd35+HCO7p3PesM6s2plP9v6iMEZqTOvT2AR/XlCiMH7ll1aSEt/0E3eEwgnHZOJRpai0EoB9BWUs2HyA84Z3qZ6o+6yhnQH4aOXusMVpTGsUyHjwvxKRFHH65z0sIktE5IwQxGZcBaWVdbbgW4IJvd06vFum+c+qwy/K6poWz6juaXy4whK8MU0pkBb8taqaD5wBpAM/w7mq1YRIQWkFKXEtswWfmhBNYkxUdYL/YPku+nVMol/HmhdlnTOsC2t357N5n00YZkxTCSTBe+vuZwMzVHU1VosPqfySCpJbaIIHSI2PprCskk17C/g+O7fOXj/neMs01oo3pskEkuAXi8inOAn+ExFJxs/YMqbpFZRWkhzbMks04CR4BR58fzVQ90VZnVLjGNsz3RK8MU0okAT/P8A9wFhVLQaigWlBjcrUUNCCT7ICJMdFIQLzNx/we1HWOUM7sz6ngE17rUxjTFMIJMFPANarap6ITAXux2Z0CpkK90rQlnqSFSBChBQ3/nP9XJQ1tpczCvWGnIKQxGVMaxdIgv87UCwiw3GGLtiMM2ywCYFCt3thS67BA6TFRxMVIdW19rpkpTnTAO7MtWELjGkKgST4SnccmguA/1XV/wOa17i0rVh+PcMUtDQdU+OY/euT6Nau/rlcU+KjSI6NYmeeJXhjmkIgzcICEbkXp3vkRBGJwKnDmxAoaCUt+AikwQHRRISu6fHsyC0OUVTGtG6BtOB/ApTh9IffA2QBfwpqVKaatwWf0sJb8IHqmhbPDivRGNMkApl0ew8wE0h1Z2kqVVWrwYdIa2nBB6preryVaIxpIoEMVXA5sBC4DLgc+E5ELg12YMbhTfBtqQVfUFpZ/c3FGHPkAmkW3ofTB34vgIi0Bz4D3gpmYMaRX+I9ydo2WvBZ6T/2pEnp3DY+1IwJlkBq8BHe5O46EODzTBPwtuCT2kiC75oeD2B1eGOaQCBZ478i8gnOHK3gnHT9OHghGV8FpRUkxEQSHdk2PlO7pjkJfqf1pDHmqPlN8O4QwdOBscAJ7upnVfXdYAdmHM5QwW2j9Q6QmRRDbFSEnWg1pgn4zRyqqiLysaoOBd4JUUzGR0FZ3bM5tVYiQtc060ljTFMI5Hv/EhEZG/RITJ3yS9pWCx7crpJWgzfmqAWS4I8FFojIZhFZISIrRWRFsAMzjvrmY23NstLtYidjmkIgTcMzgx6FqVdBaaXf8Vtao65p8RwoKqekvIr4mMhwh2NMi1VvC15ExorIWaq61XcBBgGZoQuxbctvwfOxHilvV0mrwxtzdPyVaB4H1tSxfg02Fk3ItOT5WI9UV++wwfUk+PzSCpwBTo0x/vhL8Mlui70Gd5214EOgrLKKskpPmzvJmuVtwddRh9+0t5Bxj37Gu0t3hjosY1ocfwk+3c9jbasoHCbV49DEt60STceUOKIi5LBhg1WVRz5cQ2mFh6Xb8sITnDEtiL8E/5mIPOpe7AQ4Fz6JyCPAFw3tWETiRGShiCwXkdUi8nBTBNyWtLWRJL0iI4ROqXGHlWjmrN/L3A37iIwQNu61af2MaYi/zHE78BywSUSWueuGA4uA6wLYdxlwiqoWikg08LWI/EdVvz2agNuSAu9sTrFtqwUPTk8a3xJNeaWH3324lj7tExmelcbcjfvCGJ0xLUO9CV5Vi4CfikhvYLC7erWqbglkx+40f4Xu3Wh3sTNjjdBWW/Dg9KRZsPlA9f2X5mfzw/4iXpg2lk05hbyzdCcHi8pplxgTxiiNad4azBxuQg8oqdcmIpHAYuAY4P9U9bs6trkBuAGge/fuR3KYVuvHoYLbXgs+Kz2BnPydlFd6WPjDQZ7+fCMn92/Pyf07VG+zaW8h43q1C2OUxjRvQR2iUFWrVHUEzjR/40RkSB3bPKuqY1R1TPv27YMZTovz40nWtteCz0qLx6Nw+5vLmfqv7+iQEssjFzh/Pv06OnO+Wx3eGP9CkjlUNU9E5gCTgVWhOGZr4J3VqC224L0XO32wfBfTju/JXWcOqL6qtUtqHIkxkWzMKfS3C2PavAYTvIjU9R24QFX9zqnmzvxU4Sb3eOB0nIunTICqJ/uIbXst+JHd0/jJmG5cMKILxx1T87ILEeGYDkls2msJ3hh/AskcS4BuQC4gQBqwR0RygOtVdXE9z+sMvOTW4SOAN1T1w6MPue0oKK0kKTaKyAhpeONWJiEmiscvHVbv48d0SObrTdaTxhh/AqnBzwbOVtVMVc0AzgI+BG4G/lbfk1R1haqOVNVhqjpEVR9pmpDbjvzSijbZgyYQfTsmkZNfxqESm5zbmPoEkuDHq+on3juq+ikwwe3PHhu0yIw7Dk3bq78Hom+HJAAr0xjjRyAJfreI3C0iPdzlLiDHLb14ghxfm9bWputrjL4dnJ40m6wnjTH1CiTBX4nTzfE9d+nurosELg9WYMYSvD9d0+OJi46wnjTG+BHIhU77gV/W8/Cmpg3H+CooraBXZmK4w2iWIiOEPu2T2GglGmPqFUg3yX7AHUBP3+1V9ZTghWXAO9mHteDr07dDEt9n54Y7DGOarUCyx5vAMzgDj1UFNxzjparOSdY2NlRwY/TtmMx7y3ZRWFbZJq8VMKYhgfxXVKrq34MeiamhrNJDRZVaC96PY9yeNJv3FjK8W1p4gzGmGQrkJOsHInKziHQWkXbeJeiRtXFteZiCQHm7Slod3pi6BdI8vNr9eafPOgV6N304xqt6oDFrwdere7sEEmMiWbw1l0tHZ4U7HGOanQZb8Kraq47FknsQfLNpPzfOWERuUXn1UMF2oVP9oiIjOKl/ez5bm4PHY1MNGFNbvc1DETlFVb8QkYvrelxV3wleWG3TM19tZt7G/eTkf89NJ/UB2uZkH41x+qCOfLxyDyt2HmKE1eGNqcFf9jgJZ+7V8+p4TAFL8E3oUHEFCzYfYEyPdJZsy+W+d1cCVoNvyMn9OxAZIcxes8cSvDG1+Juy77ciEgH8R1XfCGFMbdLstTlUepT7zx3E+j353P22N8FbC96ftIQYxvZMZ/aaHO48c0C4wzGmWfFbg1dVD3BXiGJp0/67ag9dUuMYnpXKT8Z2576zB9IzI4GMJJtztCGnD+rEhpxCth4oCncoxjQrgXST/ExE7hCRbtZNMjgKyyqZu3EfZw7phIgz9vv1J/bmyztPJjYqMszRNX9nDOoIwOw1OWGOxJjmJZAE/xPgF8BcnAm0FwOLghlUWzNn3V7KKz2cNaRzuENpkbq1S2BAp+Q6E3xpRRW3vraU5+Yd0bzxxrRo1k2yGfjv6j1kJsUyukd6uENpsU4b2JFFW3PJLSqvXldZ5eGWV5cya/ku/jJ7AwWlNjmIaVsaTPAikiAi94vIs+79viJybvBDaxtKK6qYs24vZwzu2Can5msqpw/qSJVHeXbeFnKLyvF4lLveXsFna3OYcmx3isqreHvxjnCHaUxIBdJF4wWcssxx7v2dOAOQ2fyqTWDuhn0Ul1dx1pBO4Q6lRRvaNZUxPdL5+5ebeXbuFnplJrJpbyG3n96PX57al9W78nl5wVaumtCTCPsgNW1EIDX4Pqr6R6ACQFWLcSbfNk1g/uYDJMZEMr53RrhDadEiIoQ3b5rArFuO56aTehMVIdw8qQ+3nHIMANOO78mW/UXM3WgTdZu2I5AWfLmIxONc3ISI9AHKghpVG7L9YDHdMxKJjgzks9b4IyIMy0pjWFbaYX3izxrSmd8nr+Wl+dlM6t8hTBEaE1qBZJWHgP8C3URkJvA5cHcwg2pLduSW0C09PtxhtHoxURFcOa47c9bv44f91l/etA2B9KL5FLgYuAZ4DRijqnOCHFeboKpszy0mKz0h3KG0CVOO7U50pDBjwdZwh2JMSATSi+ZzVT2gqh+p6oequl9EPg9FcK1dbnEFxeVVZFkLPiQ6pMQxsW97vtqwN9yhGBMS9SZ4EYlzr1jNFJF0n6tYewJdQxZhK7YjtxjAEnwIje6RzuZ9ReQVlze8sTEtnL8W/I043SMH8OMVrIuB94H/DX5ord+O3BLAuRLThMbI7mkALNueF9Y4jAmFehO8qj6tqr2AO1W1t89VrMOBf4YuxNZr+0GnBd/VWvAhMywrjQiBpdvywh2KMUEXSC+aa+pYt6ChJ7mDk80RkTUislpEftXo6Fq5HbklpMZH26xNIZQUG0W/jskstRa8aQP8zejUCafWHi8iI/nx4qYUIJCaQiVwu6ouEZFkYLGIzFbVNUcbdGuxI7fY6u9hMLJ7Oh+t2IXHo3ZVq2nV/F3odCZO6z0L+LPP+gLgNw3tWFV3A7vd2wUishbnA8MSvGtHbgm92yeGO4w2Z2T3NF5buI0t+ws5pkNyuMMxJmj8zej0EvCSiFyiqm8fzUHcnjcjge/qeOwG4AaA7t27H81hWhRVZUduCSf1ax/uUNqcUd2dUTuXbMuzBG9atQaHKlDVt0XkHGAwEOez/pFADiAiScDbwG2qml/H/p8FngUYM2aMBhh3i3egqJySCusDHw69MxNJiYti6bY8Lh/TLdzhGBM0gVzo9AzOpB+/xKnDXwb0CGTnIhKNk9xnqqpN0u3D20XSrmINvYgIYUT3dJZuyw13KMYEVSC9aI5T1auAXFV9GJgA9GvoSeLMPfcvYK2q/rmh7dua6ouc2lkLPhxGdktjQ04BhWWV4Q7FmKAJJMGXuD+LRaQLzrDBgcwtdzzwM+AUEVnmLmcfYZytzvaD1oIPp5Hd0/AorLDukqYVC2S44A9FJA34E7AEZ9jg5xp6kqp+jY0bX68ducWkJ0STFBvIr8A0tZHdnBOtS7fncdwxmWGOxpjgCGQ0yd+pap7bk6YHMEBVHwh+aK3bjtwSa72HUWpCNH3aJzJ3wz5U28y5fdPGBHKS9RduCx5VLQMiROTmYAfW2tlFTuF3xdjufPfDQf74yfoa6wtKK9ibXxqmqIxpOoHU4K9X1TzvHVXNBa4PWkRtgLcPvCX48LpuYi+mHNudv3+5mRe++QGPR3nj++2c9KcvOXv6PEorqsIdojFHJZACcKSIiLrfY0UkEogJblit277CMsoqPVaiCTMR4ZELhrC/sIxHPlzD699vZ92eAo7pkMSmvYV8tGI3l4zOCneYxhyxQFrw/wVeF5FTReRUnFmd/hvcsFq3H4cJthZ8uEVGCE9fMZJje7VjX0EZf7p0GJ/ediJ92icy41ub+SmcnnrqKYqLi6vvn3322eTl5YXk2JMnTyYtLY1zzz23wW3ffvttRIRFixYBkJ2dTXx8PCNGjGDEiBHcdNNNwQ63XoG04O/GGUrg5+792QTQi8bUzy5yal7ioiOZed14PKrVk59PHd+Dhz9Yw8odhxialRrmCIOrsrKSqKjm15vrqaeeYurUqSQkOP8nH3/8cciOfeedd1JcXMw//vEPv9sVFBTw9NNPc+yxx9ZY36dPH5YtWxbECAMTSC8aj6o+A1wJPAq8q6pWnDwK1ePAp1kLvrmIjJDq5A5w8ags4qMjeaUJWvHZ2dkMGDCAa665hn79+jFlyhQ+++wzjj/+ePr27cvChQsBKCoq4tprr2XcuHGMHDmS999/v/r5EydOZNSoUYwaNYr58+cD8OWXXzJp0iQuvfRSBgwYwJQpU+rsEbRp0yZOO+00hg8fzqhRo9i8eTNffvklEydO5Pzzz2fQoEGUlpYybdo0hg4dysiRI5kzx5l2efXq1YwbN44RI0YwbNgwNm7cSFFREeeccw7Dhw9nyJAhvP7664cdc/r06QwaNIhhw4ZxxRVX+H19VVVV3HHHHQwZMoRhw4bx17/+lenTp7Nr1y5OPvlkTj75ZAB69uzJ/v37Afjzn//MkCFDGDJkCE899VT1+zRw4ECuv/56Bg8ezBlnnEFJSclhsQXi1FNPJTm54XGKHnjgAe6++27i4uIa3DYsVLXOBXgGGOzeTsUZBXIlsBP4aX3PO5pl9OjR2hbc8/ZyHfnIp+EOI3SeP9tZWph73l6u/e//WPOKy49qPz/88INGRkbqihUrtKqqSkeNGqXTpk1Tj8ej7733nl5wwQWqqnrvvffqjBkzVFU1NzdX+/btq4WFhVpUVKQlJSWqqrphwwb1/p/MmTNHU1JSdPv27VpVVaXjx4/XefPmHXb8cePG6TvvvKOqqiUlJVpUVKRz5szRhIQE3bJli6qqPvHEEzpt2jRVVV27dq1269ZNS0pK9JZbbtFXXnlFVVXLysq0uLhY33rrLb3uuuuq95+Xl3fYMTt37qylpaXVr8Xf6/vb3/6ml1xyiVZUVKiq6oEDB1RVtUePHrpv377qfXrvL1q0SIcMGaKFhYVaUFCggwYN0iVLllS/z0uXLlVV1csuu6z6eL5eeeUVHT58+GHLJZdcUmO7OXPm6DnnnHPY870WL16sF198saqqnnTSSfr999+rqvP7TkhI0BEjRuiJJ56oc+fOrXcfTQFYpPXkVH8t+Imqutq9PQ3YoKpDgdHAXUH6vGkT1u8poG+HpHCHYRowdXwPSis8vL14x1Hvq1evXgwdOpSIiAgGDx7MqaeeiogwdOhQsrOzAfj000957LHHGDFiBJMmTaK0tJRt27ZRUVHB9ddfz9ChQ7nssstYs+bHEbfHjRtHVlYWERERjBgxonpfXgUFBezcuZOLLroIgLi4uOqSx7hx4+jVqxcAX3/9NVOnTgVgwIAB9OjRgw0bNjBhwgT+8Ic/8Pjjj7N161bi4+MZOnQos2fP5u6772bevHmkph5ewho2bBhTpkzhlVdeqS7/1Pf6PvvsM2688cbq7dq1a+f3vfz666+56KKLSExMJCkpiYsvvph58+ZVv88jRowAYPTo0Ye9HwBTpkxh2bJlhy1vvfWW3+P68ng8/PrXv+bJJ5887LHOnTuzbds2li5dyp///GeuvPJK8vMPG2cxJPwleN9ZiU8H3gNQ1T3BDKi183iU9XsKGNg5JdyhmAYM7pLKyO5pvPLtVjyeo7sYKjY2tvp2RERE9f2IiAgqK53xcFSVt99+uzrhbNu2jYEDB/KXv/yFjh07snz5chYtWkR5eXmd+42MjKzeVyASExuei+DKK69k1qxZxMfHc/bZZ/PFF1/Qr18/lixZwtChQ7n//vt55JHDB5b96KOP+MUvfsGSJUsYO3YslZWV9b6+phTI+zFz5szqE6C+y6WXXhrwcQoKCli1ahWTJk2iZ8+efPvtt5x//vksWrSI2NhYMjIyAOdDpk+fPmzYsOHoX9wR8Jfg80TkXHc2p+Nxe86ISBRgxeMjtCO3hKLyKgZ0snHIW4JrjuvJlv1FfL5ub9CPdeaZZ/LXv/61uo6+dOlSAA4dOkTnzp2JiIhgxowZVFUFfgosOTmZrKws3nvvPQDKyspq9EzxmjhxIjNnzgRgw4YNbNu2jf79+7NlyxZ69+7NrbfeygUXXMCKFSvYtWsXCQkJTJ06lTvvvJMlS5bU2JfH42H79u2cfPLJPP744xw6dIjCwsJ6X9/pp5/OP/7xj+pkfPDgwerYCwoK6oz1vffeo7i4mKKiIt59910mTpwY8HvSFC341NRU9u/fT3Z2NtnZ2YwfP55Zs2YxZswY9u3bV/072rJlCxs3bqR3794B77sp+UvwNwK3AC/gjOXubbmfCnwU7MBaq7V7nK9qA6wF3yKcM7QzWenxPPPV5qAf64EHHqCiooJhw4YxePBgHnjAGRHk5ptv5qWXXmL48OGsW7cuoJa3rxkzZjB9+nSGDRvGcccdx549h38Jv/nmm/F4PAwdOpSf/OQnvPjii8TGxvLGG28wZMgQRowYwapVq7jqqqtYuXJl9YnXhx9+mPvvv7/Gvqqqqpg6dWr1Cdtbb72VtLS0el/fddddR/fu3Rk2bBjDhw/n1VdfBeCGG25g8uTJ1SdZvUaNGsU111zDuHHjOPbYY7nuuusYOXJko96ThkycOJHLLruMzz//nKysLD755BMAHnzwQWbNmuX3uXPnzmXYsGHV3wqeeeaZBstOwSLeT9PmYMyYMertS9paPf3ZRp76fAOrHz6ThJjm1zUtKF44x/k5rWW2C16an81vZ63mzZsmMLZneP5RjamPiCxW1TF1PtYaEvzjCx9n3cF1QYio6W3IKaC4vIoR3dLCHUro7Fnp/Ow0NLxxHCGPKku25ZEcF0X/jlZaM01vQLsB3D3u7iN6rr8EH8iVrKYJFZdXkRATGe4wTCNEiNApJY7conJKyu0SENNytIoawZF+8oVacXklg3/7Cdec2o9fndY33OGEjrdEM/mF8MZxFHKLyjnusS/omtmZJ88fHu5wjAlIvQleRH7t74lq0/A12oacQlRhQGf7mt/SpCfGcMW4bry8YCs/HdeNMVaLNy2AvxJNsruMwRmHpqu73ASMCn5orc+63U4PmoGdrAdNS3Tbaf3olh7PzTOXsLfAxos3zV+9CV5VH1Znku0sYJSq3q6qt+Ncydo9VAG2Juv2FJAYE2njwLdQqfHRPPOz0eSXVnDLq0upqPKgqny75QDPzdtCRZUn3CEaU0MgNfiO1LyqtdxdZxpp7e58+ndKJiLCpqptqQZ0SuGxi4dx2+vLuOHlRWw9WMyWfUUAbD1QzO8uHBLmCI35USAJ/mVgoYi8696/EHgpaBG1UqrKuj0FnDOsc7hDMUfpwpFdWbY9jxfnZzO6Rzp/urQPa3cX8Pw3PzCwcwpXHmtfcE3z0GCCV9VHReQ/gPda4GmqujS4YbU+e/JLOVRSwUAboqBV+O15g/j5pD50THGGia3yKJv3FfLbWavo2zHJLogyzUKg/eATgHxVfRrYISK9ghhTq7RutzOmhg1R0DqISHVyB2c8+ek/HUlWegI3zVjMgcKyMEZnjKPBBC8iv8WZ1eled1U08Eowg2qNvGPQ9LcWfKuVGh/N/105igNF5fz7++3hDseYgFrwFwHnA0UAqroLp/ukaYTVu/LpmhZPSlx0uEMxQTSoSwrje7fjtYXbqDrKIYaNOVqBJPhyd9YQBRCRxg1lZ/B4lAWbD3BsL6vLtgVTx/dgR24JczfsC3copo0LJMG/ISL/ANJE5HrgM2zS7UZZvSufg0XlnNivfbhDMSFwxqBOZCbFNsl8rsYcjUAm3X4CeAt4G+gPPKiq0xt6nog8LyJ7RWTV0YfZss3d6LTkjj8mM8yRmFCIiYrgirHd+GL9XnbkHj65hjGhEshJ1sdVdbaq3qmqd6jqbBF5PIB9vwhMPuoIW4F5G/cxqHMK7ZNjG97YtAo/PbY7Ary2cFu4QzFtWCAlmtPrWHdWQ09S1bnAwUZH1MoUlVWyeGuulWfamK5p8ZwyoAOvf7+d8kobwsCER70JXkR+LiIrgf4issJn+QFYEboQW7Zvtxygoko5sa+VZ9qaq4/ryf7Ccm6euYTi8sAnwzamqfhrwb8KnAfMcn96l9GqOrWpAhCRG0RkkYgs2rev9fU6mLdxP/HRkYzumR7uUEyITezbnofPH8wX63K4/B8LyMkvpaLKw/fZB3nxmx/YmVcS7hBNK1fvUAWqegg4BPxURCJxBhiLApJEJElVm6S4qKrPAs+CM2VfU+yzOZm7YR/je7cjNspmcWqLrj6uJ93axXPLq0uZ/NRcyis9FLmzQj356QYeOn8wF4/qiogNQGeaXoNj0YjILcBDQA7gLSYqMCx4YbUO2w8Ws2V/EVPH9wh3KCaMThnQkTdvmsATn6wnKz2B44/JoFu7BB6etYbb31zOp2v28MdLhpOaYBfBmaYVyGiStwH9VfVAY3YsIq8Bk4BMEdkB/FZV/9XoCFuwrzftB+DEflZ/b+sGd0nlhWnjaqx77Ybx/OvrLfzpk/U8OGsVT18xMkzRmdYqkAS/HadU0yiq+tPGh9O6zN2wjy6pcfRpnxTuUEwzFBkh3HBiHwpLK5n+xSauGNudCX0ywh2WaUUCmZN1C/CliHwEVA+RZ3Oy+ldWWcXcDfu4YKTVV41/N598DO8s3cmD76/i419NJDoy0EFejfEvkDlZtwGzgRifdTbYWAPmbz5AUXkVpw+yya+Mf3HRkTx03mA27i3khW9+CHc4phXx14vm4VAG0trMXpNDQkwkE3rbV27TsNMGdeS0gR146rONnDe8C51Tbd5ec/QCGargAxGZVWuZISK/EpG4hp7fFnk8ymdrcjipX3vioq17pAnMb88bjEeVqc99Z2PYmCYRSLFvC1AI/NNd8oECoJ9739Sycuch9haUWXnGNEq3dgm8OG0cewvKuPhv81mzKz/cIZkWLpBeNMep6lif+x+IyPeqOlZEVgcrsJZs9pocIiOEUwZ0CHcopoUZ3zuDt246jmteWMjl/1jA5CGd8Kji8Sije7bjstFZ9q3QBCyQFnySiFRPE+/e9vb7Kw9KVC3c7DU5jO2ZTlpCTLhDMS1Q/07JvHPzcQzuksI3m/bz3ZaDfPfDQR54bxUn/nEOz83bQol7Nawx/gTSgr8d+FpENgMC9AJudmd2eimYwbVE2w4Usz6ngAfOHRTuUEwL1jk1ntdvnFB9X1VZsOUA//vFJn7/0VreX7aLV68/lmSbAtL40WCCV9WPRaQvMMBdtV5VS93bTwUrsJbq0zV7ADjD6u+mCYkIx/XJ5Lg+mXyyeg+/mLmEG15ezAvTxlrJxtTL33DBp7g/LwbOAfq4y9nuOlNLWWUVby/ZyYBOyXRrlxDucEwrdebgTjxx2XAWbDnAra8tpbLKxps3dfPXgj8J+AJniODaFHgnKBG1YL/7cA1rd+fzzNRR4Q7FtHIXjuxKbnE5D3+whl+8uoTHLh5GeqKd8zE1+bvQ6bfuz2mhC6flemvxDl75dhs3ntibyUM6hzsc0wZMO74XlVXK4/9dx+l/+YrfXzjE/vZMDYEMF9wR+APQRVXPEpFBwIS2NjKkP6t2HuK+d1cyoXcGd57ZP9zhmDbk+hN7c/wxmdz51nJuemUJg7uk0DEljrSEaDKTYumQHEuHlDiGdU2lZ2ZiuMM1IRZIL5oXgReA+9z7G4DXAUvwrrveWkF6Qgx/vXIkUTZQlAmxQV1SeO8Xx/Ovr3/gm0372VtQyvo9BewrLKueDzYmKoK/TxnFqQPt5H9bEkiCz1TVN0TkXgBVrRQR64Tr2pFbzJrd+dx/zkAyk2LDHY5po6IjI7jppD7cdFKf6nWqSn5JJTvzSrjnnRXcOGMxT10xgnOHdQljpCaUAmluFolIBs6JVURkPEcwPnxr9eV6Zx7ZSf3tqlXTvIgIqQnRDOqSwszrjmVk9zRufW0pM7/bisfT6mbHNHUIJMHfjjPxdh8R+QZ4GfhlUKNqQb5cv4+s9Hj6tLf6Zksza9YsHnvssaAfR1W577776NevHwMHDmT69Ol1bnfXXXcxePBgBg4cyK233oqqk4QnTZpE//79GTFiBCNGjGDv3r2NjiE5LpqXrh3H8cdkct+7qzjjqbm8sWh7dQnHtE7+Jvy4DZgPLMHpMtkf50rW9apaEZLomrmyyirmb95vkya3UOeffz7nn39+0I/z4osvsn37dtatW0dERESdCXr+/Pl88803rFixAoATTjiBr776ikmTJgEwc+ZMxowZc1RxJMRE8cI1Y/lo5W7+/uVm7nprBb/7YA1d0+PplBpH17R4BnRKZkDnFAZ0SrarZFsBfy34LJwrVfcCnwNTgJ7YZB/VFmXnUlxexaR+Vp5pSPb+YgYMGMA111xDv379mDJlCp999hnHH388ffv2ZeHChQAUFRVx7bXXMm7cOEaOHMn777/vPD87m4kTJzJq1ChGjRrF/PnzAfjyyy+ZNGkSl156KQMGDGDKlCnVLV9f06dPZ9CgQQwbNowrrrgCcBLvLbfcAlDdOh4xYgTx8fF89dVX9cbSWH//+9958MEHiYhw/t06dDj870VEKC0tpby8nLKyMioqKujYselPiEZFRnDBiK7851cTeXHaWC4c2ZWs9AT2F5bxwfJdPPD+ai57ZgEjHpnNtS9+z/vLdtq4Ny2ZqvpdcGZyOg64A3gb2AWsaeh5R7KMHj1aW5Lff7ha+/7mYy0qqwh3KM3b82frD3+cpJGRkbpixQqtqqrSUaNG6bRp09Tj8eh7772nF1xwgaqq3nvvvTpjxgxVVc3NzdW+fftqYWGhFhUVaUlJiaqqbtiwQb1/K3PmzNGUlBTdvn27VlVV6fjx43XevHmHhdC5c2ctLS2t3q+q6gsvvKC/+MUvamw3a9YsPeGEE7S8vLzeWHzl5+fr8OHD61xWr16tqqrt2rXT3//+9zp69GidPHmybtiwoc636fbbb9fU1FRNSUnR3/zmN9XrTzrpJB0yZIgOHz5cH3nkEfV4PAG/9Y3h8Xh0Z26xfr52j/7h4zU64Q+faY+7P9TBD/5Xn5q9QQtL7e+8OQIWaT05NZBeNPFACpDqLruAlcH4sGlp5qzfx7he7UiICeRtNL169WLo0KEADB48mFNPPRURYejQoWRnZwPw6aefMmvWLJ544gkASktL2bZtG126dOGWW25h2bJlREZGsmHDhur9jhs3jqysLMBpiWdnZ3PCCSfUOPawYcOYMmUKF154IRdeeGGd8W3cuJE777yTOXPmEB0dXW8sAwcOrH5OcnIyy5Yt8/u6y8rKiIuLY9GiRbzzzjtce+21zJs3r8Y2mzZtYu3atezYsQOA008/nXnz5jFx4kRmzpxJ165dKSgo4JJLLmHGjBlcddVVfo95JESELmnxdEmL55QBHbn7zAEszD7Ii99k85fPNjDj26388pRjGNU9nY4psWQkxRIZYaXJ5sxfDf5ZYDDO5B7f4dTj/6yquSGKrVnbkVvMpr2FXDG2W7hDaTFiY3/sRhoREVF9PyIigsrKSsD5Rvn222/Tv3/NC8YeeughOnbsyPLly/F4PMTFxdW538jIyOp9+froo4+YO3cuH3zwAY8++igrV9ZsoxQWFnL55Zfzz3/+k86dO/uNxVdBQQETJ06s87FXX32VQYMGkZWVxcUXO8M3XXTRRUybdvjF4e+++y7jx48nKckZifuss85iwYIFTJw4ka5duwLOh8mVV17JwoULg5Lga4uIEMb3zmB87wyWbMvlsY/X8dtZP04BERkhpMRFkRIfTVp8NKcP6shPx3Unw7oLNxv+avDdgVhgD7AT2AHkhSCmFuHH7pHtwxxJ63LmmWfy17/+tbqOvnTpUgAOHTpE586diYiIYMaMGVRVBV4X9ng8bN++nZNPPpnHH3+cQ4cOUVhYWGOba6+9lmnTptVI1vXF4svbgq9rGTTIGTL6wgsvZM6cOQB89dVX9OvX77D9dO/ena+++orKykoqKir46quvGDhwIJWVlezfvx+AiooKPvzwQ4YMGRLwa28qo7qn8/qN4/no1hN49mej+d0Fg/n5SX04b3gXRnZLIzoygic+3cCEx77grreW88W6HPJLrS9GuPkbi2ayOF1DBuPU4G8HhojIQWCBumPVtFU/do9ManhjE7AHHniA2267jWHDhuHxeOjVqxcffvghN998M5dccgkvv/wykydPJjEx8G6pVVVVTJ06lUOHDqGq3HrrraSlpVU/vnXrVt566y02bNjA888/D8Bzzz1XbyyNdc899zBlyhT+8pe/kJSUxHPPPQfAokWLeOaZZ3juuee49NJL+eKLLxg6dCgiwuTJkznvvPMoKirizDPPpKKigqqqKk477TSuv/76RsfQFESEwV1SGdwltc7HN+YU8OL8bN5ZspM3Fu1ABAZ2SqFX+0TaJ8XSPjmWzKQYMhJjyUiKoWtaPO2TY60HWhCJt3XidyORLOB4nER/LpChqmlNHcyYMWN00aJFTb3bJvfRit388rUlXHNcLx48zyb2aNAL5zg/p30U3jhMSJRWVLFkWy4LfzjIouxcduWVsK+gjIKyw0tniTGR9MhIZHi3NE4d0IHjj8kkPsbGt28MEVmsqnX2ofVXg78VJ6EfB1Tg1ODnA8/Thk+yfr42h1/9eymje6Rzx5mHf9U2pq2Li46snpzEV2lFFQeKyjlQWMb+wjJ25Jbww/4ituwr4oPlu3ht4TbioiPo1zGZ1PhoUuKjSYmLIjEmiqS4KDKTYunfKZn+nZJJsT76AfHX/aMn8Cbw/6nq7tCE07x9s2k/P5+5hEFdUvjXNWOt94wxjRAXHUnXtHi6psUf9lhZZRULfzjI52v38sP+IvJLK9iZV0JBaSVFZZUU1+qL3ykljh4ZCfTISKBrWgLJcc6HQHJsFImxUSTGRpIUG016YjTpCTFEt9FBAP3V4H8dykCaq4oqD5+tyeHVhduYt3E//Tsm89K0cdaCMKYJxUZFMrFveyb2rbvTQpVH2X2ohA05BazbU8CmvYVsO1DMF+v2sb+wrMH9p8ZH0yMjgZ4ZiXRvl0BCbCRxUZHERUcSHxNBfLRz29sjKDU+mrSEmBbfDTSoTVARmQw8DUQCz6lq8Af+aCJ5xeXM/G4bL87PZl9BGZ1T47jttL5cPaGnzZxjTIhFRghZ6QlkpSdwyoCaV/hWVHkoKqukoNRZissrKSqvoqC0gtziCnKLytlbUMrWA8Us3Z7Lhyt2EchYayLOB0O7hJgaHwgxURHEREYQExVBXLT74RATSUqc88GQGh9NYmwk0ZER7iJER0YQFRFBTJQQExlJbHQEsVERxEVHEhsVEbQTzUFL8CISCfwfcDpOF8vvRWSWqq4J1jGPhMejlFZWUVhWSfZ+p2/7yp15vLd0FyUVVZzYrz2PXdyDSf07tPhPc2Nao+jICNISYkhLCKzhpaqUVXooraiipKKK0grndnF5JfkllRwqqSCvuJzc4goOFpVzsLickvKq6m3ySjyUVzpLaYWHEnc/RzpwW4RA59R4vrnnlCN6vj/BbMGPAzap6hYAEfk3cAEQlAQ/Y0E2j/1nXYPbKaAKHlU8qlRUHf5RHhcdwTlDu3DdxF4M7JwShGiNMeEiIsS5JZm0JtxvaUUV+SUV5JVUUFJeRUWVh/IqD5VVSkWVh4oqpazS+SAor/JUf7CUlFcF7RxBMBN8V2C7z/0dwLG1NxKRG4Ab3LuFIrL+CI+XCew/wuceZj3w56bZVZPG1YRCH9e1AX0DsvercSyuxmm2cd125HH1qO+BsHcDUdVngWePdj8isqi+vqDhZHE1jsXVOBZX47S1uILZd2gn4DtQS5a7zhhjTAgEM8F/D/QVkV4iEgNcgTMzlDHGmBAIWolGncm5bwE+wekm+byqrm7gaUfjqMs8QWJxNY7F1TgWV+O0qbgCGovGGGNMy9M2r981xpg2wBK8Mca0Ui0uwYvIZBFZLyKbROSeOh6PFZHX3ce/E5GeIYipm4jMEZE1IrJaRH5VxzaTROSQiCxzlweDHZd73GwRWeke87CxmMUx3X2/VojIqBDE1N/nfVgmIvkiclutbULyfonI8yKyV0RW+axrJyKzRWSj+zO9nude7W6zUUSuDkFcfxKRde7v6V0RSavnuX5/50GI6yER2enzuzq7nuf6/d8NQlyv+8SULSLL6nluMN+vOnNDyP7G6pustTkuOCdrNwO9cSYDXw4MqrXNzcAz7u0rgNdDEFdnYJR7OxnYUEdck4APw/CeZQOZfh4/G/gPIMB44Lsw/E73AD3C8X4BJwKjgFU+6/4I3OPevgd4vI7ntQO2uD/T3dvpQY7rDCDKvf14XXEF8jsPQlwPAXcE8Hv2+7/b1HHVevxJ4MEwvF915oZQ/Y21tBZ89fAHqloOeIc/8HUB8JJ7+y3gVAnWSD4uVd2tqkvc2wXAWpwreVuCC4CX1fEtkCYinUN4/FOBzaq6NYTHrKaqc4GDtVb7/g29BFxYx1PPBGar6kF15imeDUwOZlyq+qmqemfN+Bbn2pKQquf9CkQg/7tBicv9/78ceK2pjhcoP7khJH9jLS3B1zX8Qe1EWr2N+89wCMgISXSAWxIaiTNReW0TRGS5iPxHRAaHKCQFPhWRxeIMC1FbIO9pMF1B/f944Xi/ADrqj3Mg7AE61rFNuN+3a3G+edWlod95MNzilo6er6fcEM73ayKQo6ob63k8JO9XrdwQkr+xlpbgmzURSQLeBm5T1fxaDy/BKUMMB/4KvBeisE5Q1VHAWcAvROTEEB23QeJcAHc+zsQytYXr/apBne/KzaovsYjcB1QCM+vZJNS/878DfYARwG6cckhz8lP8t96D/n75yw3B/BtraQk+kOEPqrcRkSggFTgQ7MBEJBrnFzhTVd+p/biq5qtqoXv7YyBaRDJrb9fUVHWn+3Mv8C7OV2Vf4RxS4ixgiarm1H4gXO+XK8dbpnJ/7q1jm7C8byJyDc68yFPcxHCYAH7nTUpVc1S1SlU9wD/rOV643q8o4GLg9fq2Cfb7VU9uCMnfWEtL8IEMfzAL8J5tvhT4or5/hKbi1vj+BaxV1ToHoRSRTt5zASIyDue9D+oHj4gkikiy9zbOSbpVtTabBVwljvHAIQ3dFI31tqzC8X758P0buhp4v45tPgHOEJF0tyRxhrsuaMSZQOcu4HxVLa5nm0B+500dl+85m4vqOV64hi45DVinqjvqejDY75e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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 431, + "width": 678 + } }, "output_type": "display_data" } @@ -564,6 +584,7 @@ "mean_r /= mean_cross\n", "mean_cross /= num\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.plot(r,cross_section*pdf)\n", "#plt.plot(r,pdf*100)\n", "\n", @@ -579,11 +600,18 @@ "plt.title(fogtype)\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -597,7 +625,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/06_random_deviates.ipynb b/docs/06_random_deviates.ipynb index 9cc2b1e..9f0b5e5 100644 --- a/docs/06_random_deviates.ipynb +++ b/docs/06_random_deviates.ipynb @@ -8,15 +8,13 @@ "\n", "**Scott Prahl**\n", "\n", - "**April 2021**\n", + "**May 2024**\n", "\n", "The problem is to generate random scattering angles which match a given Mie scattering profile. \n", "\n", "This is difficult when the size parameter gets large because nearly all the light is scattered directly forward. \n", "\n", - "This notebook is an attempt to solve the scattering problem.\n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "This notebook is an attempt to solve the scattering problem." ] }, { @@ -24,25 +22,11 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { @@ -161,18 +145,21 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 702 + } }, "output_type": "display_data" } @@ -189,6 +176,7 @@ "s1, s2 = miepython.mie_S1_S2(m,x,mu)\n", "scat = (abs(s1)**2 + abs(s2)**2)/2\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(mu, scat,s=1)\n", "plt.xlabel('Cosine of Exit Angle')\n", "plt.ylabel('Unpolarized Scattering Function')\n", @@ -210,7 +198,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -219,23 +207,23 @@ "text": [ "Help on function mie_cdf in module miepython.miepython:\n", "\n", - "mie_cdf(m, x, num)\n", + "mie_cdf(m, x, num, norm='albedo')\n", " Create a CDF for unpolarized scattering uniformly spaced in cos(theta).\n", - " \n", + "\n", " The CDF covers scattered (exit) angles ranging from 180 to 0 degrees.\n", " (The cosines are uniformly distributed over -1 to 1.) Because the angles\n", " are uniformly distributed in cos(theta), the scattering function is not\n", " sampled uniformly and therefore huge array sizes are needed to adequately\n", " sample highly anisotropic phase functions.\n", - " \n", + "\n", " Since this is a cumulative distribution function, the maximum value\n", " should be 1.\n", - " \n", + "\n", " Args:\n", " m: the complex index of refraction of the sphere\n", " x: the size parameter of the sphere\n", " num: length of desired CDF array\n", - " \n", + "\n", " Returns:\n", " mu: array of cosines of angles\n", " cdf: array of cumulative distribution function values\n", @@ -249,18 +237,21 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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1atSo0LIG3jDO+E5OTo7S09Mllf672KBBA2v29N/vG0rj6/uT0uooWE95Y0XJ7OozZbFkyRJt3LhRktS7d2/rD9ji7NixQ0lJScrOztaxY8e0c+dOffzxxxo4cKAuu+wy7dmzx+cx1nSB6i/Lli3TwYMHlZubq/379+u7777T2LFj1aZNG33++efFnscYE3hVZYz54IMPJEm1a9fWDTfcUKZzGGNObdzLVFzxH68Ap6CMjAzreWmzGz3/iUkqssasr+pBxXiuf1lmqP79+teqVcsnMWRnZ+vTTz+VdPI/jR49epRY3uFw6OKLL1b//v3VsWNHNWnSRDk5OUpKStLMmTOVkJCgPXv2qFevXlq9erU6dOjgkzhxkt19plmzZrruuut06aWXqk2bNnI6nUpJSdHixYs1e/Zs5ebmavLkyTpx4oSeeeaZYuMtS8yMMf5RFcYZ6WTC/e6777biefLJJ1W7dm2vZRlnfK88v4vSyb6QlZVV7t9FX9+flKffMm74ll19pjQHDx7UqFGjJEnBwcH697//XWzZ0NBQXXPNNerVq5fat2+vevXq6fDhw4qPj9f//d//affu3frf//6nnj17Kj4+XvXq1fNprDWZ3f3lnHPO0YABAxQXF6fmzZsrNzdXW7du1Zw5c7R06VIdPnxY119/vRYvXqyrr7662HgZYwKnKowxq1ev1u+//y5JGjhwYKkf+jDG1Azcy1QciVnUKDk5OdbzktaXlVToD+tjx475pR5UjOf6l3btJf9d/4ULF1r/adx2222lrtv28ssve511d8kll2jEiBEaP368nnnmGWVlZWn48OFat26dHA6Hz+Kt6ezsM506ddKuXbsUEhJS6PWOHTtqwIABGjlypHr16qUjR47o2Wef1U033aTzzz/fa7xliZkxxj+qwjgjSc8884y1oUH37t113333FVuWccb3yvO7KP3VF8rbD3x9f+LPWFEyu/pMSfLy8nTrrbdayy2NHz++xA9iEhISvI4d3bp103333acbbrhBS5cu1ebNmzV58mS99NJLPou1prOzv4wePVqTJk0q8vpFF12k22+/XdOnT9fdd9+tvLw8DR8+XMnJyUU+CGSMCbyqMMbMnj3bel6Wbw0yxtQM3MtUHEsZoFzcbrccDkelH++++25A4g8LC7OenzhxosSyBb+O+vebEl/Vc6rzV3/xXP/Srr3kv+tf3mUMSvoqtMPh0NNPP60rr7xSkrR+/foa+1XjU6HPhIeHF0nKFhQXF6f//Oc/kk7OhvQ8L4gxpuxOhT5TnDlz5ujJJ5+UJLVu3Vpz584t8UMgxhnfK8/vovRXXyhvP/D1/Yk/Y0XJ7OozJbn33nv19ddfS5L69u1rjSPFKWnsiIyM1Mcff6yGDRtKkmbMmFGm94WysbO/lLYsz8iRIzV8+HBJ0t69e73uls4YE3iBHmOOHz+u+fPnS5KaN29u3VeUhDGmZuBepuJIzKJGiYyMtJ6XNt294CY6f59G76t6UDGe61+Wryz44/rv27dPy5Ytk3RydmRsbKxP6h05cqT1vOBGP6i8QPeZv7v55putr2l5+1kzxgReoPvMkiVLNGzYMBlj1KRJE3377bclboBQVowz5VOe30Xpr75Q3n7g6/sTf8aKktnVZ4ozduxYzZgxQ5J06aWXav78+QoODq5UnfXq1dOgQYMknYx33bp1lY4TJwW6v/xdaf9HMMYEXqD7zOeff67Dhw9Lkm699dZKjy8SY8ypgnuZimMpA5SL0+n0yY53zZo180E05VdwAenSNskpuIB0wcWpvdXTqFGjUutxOBxlWsD6VOKv/tKiRQv9+OOPysrK0uHDh0v8FNZz/Rs3buyzdR/nzJmjvLw8SWXf9Kss2rVrZz2vqYvfn6p95u+cTqfatm2rxMRErz9rxpiyOxX7zKpVq3TDDTcoNzdXDRo00NKlS0vdTb2sGGfKJywsTI0aNVJ6enqp9w2HDh2y/kD4+31Daf7+O3/hhRcWW7a0+5M///yzTBsBeuopb6womV19xpvnnntOzz77rKSTy+d88cUXPptFxNjhH4HsL96U9nNmjAm8QPeZimx+XBaMMdUf9zIVR2IW5XbWWWcFOoQKa9u2rYKDg5WXl6ctW7aUWLbg8b/PiCz4H8eWLVuKrA/prZ6WLVsWWuS6pvBHf2nXrp218daWLVt08cUXey3ndru1fft2SUV/hpXhWVcpJCREt9xyi8/qNcb4rK7q7FTsM96U9PNmjCmfU6nPJCQkqH///srJyVFERIS++uornXvuuZWu14NxpvxiY2O1evVqJScny+12y+n0fvtc0n1Daf7+O18Sz3Gn01kkYd+uXTv99NNPOnLkiP74449iZ1nv27dPR48erVCsKJ0dfebv3nzzTf3rX/+y6vrmm298uoEOY4f/BKK/FKe0nzNjTNUQqD6Tlpamb775RtLJD3/at29f6To9GGOqP+5lKo6lDFCjhIaGKi4uTpIUHx9f4rolnq/v1KpVq8inPZdeemmRct788ccf+u233yRJXbp0qXDcKKys13/dunXWp8S+uv6//PKLNm7cKOnkum2e9ZB84ddff7WeN2/e3Gf1IrB9xhu3222NDd5+1owxgReIPrNx40ZdddVVyszMVFhYmBYvXqyLLrqoUnX+HeNM+Xn6QlZWln766adiyxXsJ+XtC506dbI2uSipv504cUJr164tcs7fYy2tnsrEitLZ0WcKmj17trUxYJs2bbRs2bISv2lREYwd/mN3fylJaT9nxpiqIVB9Zu7cuXK73ZJ8O1tWYow5FXAvUwkGqMJatWplJJlWrVr5rM7nnnvOSDKSzIcffui1zO7du01wcLCRZPr06eO1TGxsrJFkoqKiTFZWltcyU6dOtdr6+OOPffYearrjx4+bevXqGUkmNjbW5Ofney03cuRI6/onJCT4pO2HHnrIqvOzzz7zSZ0eV1xxhVX36tWrfVp3TRfIPuPN7NmzrXbuvPNOr2UYYwLL7j6zdetW06RJEyPJhISEmCVLllS4rpIwzpTfjz/+aF2zkSNHei2Tl5dn/c7Wr1/fnDhxotztXH311UaScTqdZvfu3V7LfPjhh1Yszz//fJHj+/btM0FBQUaS6d27d7Ft9e7d20gyQUFBZt++feWOFSWzq88YY8ynn35q3bO2aNHC7NixoxKRe3f48GHTsGFDI8nUqVPH5OTk+LyNmszO/lKaO++804pl9uzZRY4zxlQNgeozHTp0sP6fSktLq3R9Howx9tuxY4fVh4YOHeqzermXqRgSs6jSypuYLTjAdO3a1WuZAwcOWH9st2rVyqSnpxc67na7Tf/+/a16VqxY4bWemTNnWmVGjRpV5HhycrKpW7eukWTOOOMMk5ubW6b3gLJ58sknSxzQ16xZY5xOZ4l9oSz9pSC3222aNm1qJJmGDRuW+QYnPj7e7N27t9jj+fn55oknnrBiOe+884pNAqHi7OgzBw8eNCtXriwxjh9//NHUr1/fSDIOh8MkJiZ6LccYE3h2jTO7du0yLVu2NJJMcHCwmT9/frljZZzxr8suu8z6Q2PNmjVFjj///PPWtZ04cWKR47NmzSrxuDHGLF++3CpzzTXXGLfbXej4/v37TXR0tPVH9sGDB73WM2TIEKseb33p448/9ssfYyjMjj7zzTffmNDQUCPJuFwus2XLlnLH+dVXX5ns7Oxijx89etT06tXLiuX+++8vdxsonb/7y8aNG822bdtKjOGtt96y6mjatKnJzMz0Wo4xpmqwY4wpaNOmTVb5/v37lzlOxpiqqSKJWe5l/IfELKqMbdu2mVmzZhV6eD45a9iwYZFj3j4VKWuireCNxxlnnGHeeecdk5iYaD7//HPTvXt369gtt9xSbB1ut9t06dLFKnv99debr7/+2vz444/m9ddfNy6Xy/oE58svv/TFJUIBR48eNW3btrWu/1133WVWrFhh4uPjzTPPPGMiIiKMJFO7dm3z888/e62jvInZJUuWWOXvu+++Msc6ceJEU6tWLXPttdeaN954w6xYscKsX7/exMfHm+nTp5u4uDir3jp16vh1pmZNZkef8Rw/99xzzYQJE8znn39uEhISzE8//WQ+++wz889//tOEhIRYdTz66KPFxssYE3h29Jn09HTzj3/8wyrz2GOPmaSkpBIfqampRephnPGv9evXm9q1axtJJiIiwjzzzDMmPj7erFixwtx1113WtW3btq05evRokfPL+gfwoEGDrHLdu3c3n3/+uUlMTDTvvPOOOeOMM6xjb731VrF1pKSkmMaNG1t/sD/++ONm9erVZvXq1ebxxx+3Pkxo3LhxsbNZUHn+7jPx8fGmTp06Rjo5y37OnDmljh2HDh0qUk/Xrl1NVFSUGT58uHn33XfN6tWrzc8//2xWrlxpnnnmGetDI0nmzDPPNAcOHPDD1YK/+8usWbNMcHCwufLKK82LL75oli5dan766Sfz448/mvfee8/07NnTOj84ONh8/vnnxcbKGFM12PX/ksejjz5qlf/kk0/KHCdjTNWwevXqQrmUF154wbruXbp0KZJr8YZ7Gf8hMYsqo+Avelke3mallSfRNmHCBONwOIqtv0+fPubYsWMl1rF//37TqVOnYusIDQ01M2bMqMRVQUm2bdtWKKHx90fdunXN4sWLiz2/vInZm2++2SpfnqTGxIkTy9Sno6OjzQ8//FDmelF+/u4zBY+X9AgODjaTJk0qdcYiY0zg+bvPrFy5slz/90neZwYwzvjfokWLrFnq3h5t27YtdkZaWf+Yyc7ONn369Cm2jaCgoDL9Ab127VrrGx7eHk2bNjVr166t4JVAWfmzz5T1d77gw9sf2127di3TuZdffrnXD4XgO/7sL2X9O6thw4Zm4cKFpcbKGFM12PH/kjEnl0U47bTTjCTToEGDci01wBhTNQwdOrRc/194w72M/3jfvg+oASZPnqzevXvrP//5j1avXq0///xT9evX13nnnadhw4bpllt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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 691 + } }, "output_type": "display_data" } @@ -275,6 +266,7 @@ "num=50\n", "mu, cdf = miepython.mie_cdf(m,x,num)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(mu,cdf,s=1)\n", "plt.xlabel('Cosine of Exit Angle')\n", "plt.ylabel('CDF of Unpolarized Scattering Function')\n", @@ -296,18 +288,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 711 + } }, "output_type": "display_data" } @@ -322,6 +317,7 @@ "num=20\n", "mu, cdf = miepython.mie_cdf(m,x,num)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(cdf, mu, s=1)\n", "plt.ylabel('Cosine of Exit Angle')\n", "plt.xlabel('CDF of Unpolarized Scattering Function')\n", @@ -345,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -354,26 +350,26 @@ "text": [ "Help on function mie_mu_with_uniform_cdf in module miepython.miepython:\n", "\n", - "mie_mu_with_uniform_cdf(m, x, num)\n", + "mie_mu_with_uniform_cdf(m, x, num, norm='albedo')\n", " Create a CDF for unpolarized scattering for uniform CDF.\n", - " \n", + "\n", " The CDF covers scattered (exit) angles ranging from 180 to 0 degrees.\n", " (The cosines are uniformly distributed over -1 to 1.) These angles mu\n", " correspond to uniform spacing of the cumulative distribution function\n", " for unpolarized Mie scattering where cdf[i] = i/(num-1).\n", - " \n", + "\n", " This is a brute force implementation that solves the problem by\n", " calculating the CDF at many points and then scanning to find the\n", " specific angles that correspond to uniform interval of the CDF.\n", - " \n", + "\n", " Since this is a cumulative distribution function, the maximum value\n", " should be 1.\n", - " \n", + "\n", " Args:\n", " m: the complex index of refraction of the sphere\n", " x: the size parameter of the sphere\n", " num: length of desired CDF array\n", - " \n", + "\n", " Returns:\n", " mu: array of cosines of angles (irregularly spaced)\n", " cdf: array of cumulative distribution function values\n", @@ -387,18 +383,21 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 711 + } }, "output_type": "display_data" } @@ -414,6 +413,7 @@ "mid = num // 2\n", "mu, cdf = miepython.mie_mu_with_uniform_cdf(m,x,num)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.scatter(cdf, mu, s=1)\n", "plt.plot([cdf[mid],cdf[mid]],[-1.1,mu[mid]],color='blue')\n", "plt.plot([-0.1,cdf[mid]],[mu[mid],mu[mid]],color='blue')\n", @@ -433,7 +433,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "And now the a random deviate along (say 0.526) will be mapped to the proper exit angle (0.715)" + "And now a random deviate along (say 0.526) will be mapped to the proper exit angle (0.715)" ] }, { @@ -447,7 +447,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -458,15 +458,15 @@ "\n", "generate_mie_costheta(mu_cdf)\n", " Generate a new scattering angle using a cdf.\n", - " \n", + "\n", " A uniformly spaced cumulative distribution function (CDF) is needed.\n", " New random angles are generated by selecting a random interval\n", " mu[i] to mu[i+1] and choosing an angle uniformly distributed over\n", " the interval.\n", - " \n", + "\n", " Args:\n", " mu_cdf: a cumulative distribution function\n", - " \n", + "\n", " Returns\n", " The cosine of the scattering angle\n", "\n" @@ -479,18 +479,21 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 713 + } }, "output_type": "display_data" } @@ -515,11 +518,12 @@ " angles[i] = miepython.generate_mie_costheta(mu)\n", " \n", "num_bins = 20\n", + "plt.figure(figsize=(8,4.5))\n", "plt.hist(angles, bins=num_bins) \n", "plt.plot(mu,s*num_deviates/num_bins*4*np.pi)\n", "\n", "#plt.yscale('log')\n", - "plt.title(\"r=%.2f$\\mu$m, m=%.3f and %d bins\"%(r,m.real,num_bins))\n", + "plt.title(r\"r=%.2f$\\mu$m, m=%.3f and %d bins\"%(r,m.real,num_bins))\n", "\n", "plt.xlabel('Cosine of Exit Angle')\n", "plt.ylabel('Frequency')\n", @@ -537,7 +541,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -551,7 +555,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/07_algorithm.ipynb b/docs/07_algorithm.ipynb index ebf3da7..f14c434 100644 --- a/docs/07_algorithm.ipynb +++ b/docs/07_algorithm.ipynb @@ -8,7 +8,7 @@ "\n", "**Scott Prahl**\n", "\n", - "**Jan 2022**\n", + "**May 2024**\n", "\n", "This Jupyter notebook shows the formulas used in `miepython`. This code is heavily influenced by Wiscomes MIEV0 code as documented in his [paper on Mie scattering](https://www.researchgate.net/publication/41895770_Improved_Mie_Scattering_Algorithms) and his [1979 NCAR](https://www.researchgate.net/publication/253485579_Mie_Scattering_Calculations_Advances_in_Technique_and_Fast_Vector-speed_Computer_Codes) and [1996 NCAR](http://dust.ess.uci.edu/ppr/ppr_Wis79.pdf) publications.\n", "\n", @@ -20,9 +20,7 @@ "\n", "3) The code works when the index of refraction `m.real` is zero or when `m.imag` is very large (negative).\n", "\n", - "The code has been tested up to sizes ($x=2\\pi r/\\lambda=10000$).\n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "The code has been tested up to sizes ($x=2\\pi r/\\lambda=10000$)." ] }, { @@ -30,25 +28,10 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython.miepython as miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython.miepython as miepython" ] }, { @@ -204,10 +187,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, + "execution_count": 2, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -326,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -336,7 +317,7 @@ "m=4/3 test, m= 1.3333333333333333 x= 50\n", "a_1= (0.5311058892948326+0.4990314856310949j)\n", "a_1= (0.531105889295-0.499031485631j) #test\n", - "b_1= (0.7919244759351927+0.40593115222899945j)\n", + "b_1= (0.7919244759351928+0.4059311522289994j)\n", "b_1= (0.791924475935-0.405931152229j) #test\n", "\n", "upward recurrence test, m= (1.5-1j) x= 2\n", @@ -472,7 +453,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -533,7 +514,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -626,10 +607,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "scrolled": true - }, + "execution_count": 6, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -654,10 +633,8 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": { - "scrolled": true - }, + "execution_count": 7, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -666,7 +643,7 @@ "Qext= 2.0197025208225514\n", "Qsca= 1.1069323889254012\n", "Qabs= 0.9127701318971502\n", - "Qback= 0.04153355464458776\n", + "Qback= 0.04153355464458744\n", "g= 0.9508799127402501\n" ] } @@ -684,7 +661,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -761,7 +738,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -769,7 +746,7 @@ "output_type": "stream", "text": [ "0.0 0.0430827037808541 -0.05982417019769807\n", - "0.5 -0.08406917971660786 0.13895030592467703\n", + "0.5 -0.08406917971660789 0.13895030592467703\n", "1.0 1.2438024701591521 -0.19843241121775865\n" ] } @@ -794,7 +771,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -830,11 +807,7 @@ "# Test to match Bohren's Sample Calculation\n", "theta = np.arange(0,181,9)\n", "mu=np.cos(theta*np.pi/180)\n", - "S1,S2 = miepython.mie_S1_S2(1.55,5.213,mu)\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - "norm = np.sqrt(qext * x**2 * np.pi)\n", - "S1 /= norm\n", - "S2 /= norm\n", + "S1, S2 = miepython.mie_S1_S2(1.55, 5.213, mu, norm='bohren')\n", "\n", "S11 = (abs(S2)**2 + abs(S1)**2)/2\n", "S12 = (abs(S2)**2 - abs(S1)**2)/2\n", @@ -849,37 +822,6 @@ " print(\"%5d %10.8f % 10.8f % 10.8f % 10.8f\" % (theta[i], S11[i]/S11[0], -S12[i]/S11[i], S33[i]/S11[i], -S34[i]/S11[i]))" ] }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "num=100\n", - "m=1.1\n", - "x=np.linspace(0.01,0.21,num)\n", - "qext, qsca, qback, g = miepython.mie(m,x)\n", - " \n", - "plt.plot(x,qback)\n", - "plt.plot((abs(0.1/m),abs(0.1/m)),(0,qback[num-1]))\n", - "plt.xlabel(\"Size Parameter (-)\")\n", - "plt.ylabel(\"Backscattering Efficiency\")\n", - "plt.show()" - ] - }, { "cell_type": "code", "execution_count": null, @@ -890,7 +832,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -904,7 +846,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.8" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/08_large_spheres.ipynb b/docs/08_large_spheres.ipynb index 3c54661..50326bd 100644 --- a/docs/08_large_spheres.ipynb +++ b/docs/08_large_spheres.ipynb @@ -6,11 +6,11 @@ "source": [ "# Anomalous diffraction theory\n", "\n", - "**Scott Prahl**\n", + "We do some comparisons with results from Anomalous Diffraction Theory. The formulas used below are from Moosmüller and Sorensen [Single scattering albedo of homogeneous, spherical particles in the transition regime](https://doi.org/10.1016/j.jqsrt.2018.08.015) The results match those shown in their paper.\n", "\n", - "**Apr 2021**\n", + "**Scott Prahl**\n", "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { @@ -18,40 +18,25 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "First thing is to define some reasonably accurate approximations for the efficiencies for large spheres. This way we can ensure that the limiting cases behaive as they should.\n", + "## Approximations\n", "\n", - "These formulas used below are from Moosmüller and Sorensen [Single scattering albedo of homogeneous, spherical \n", - "particles in the transition regime](https://doi.org/10.1016/j.jqsrt.2018.08.015)" + "First thing is to define some reasonably accurate approximations for the efficiencies for large spheres. This way we can ensure that the limiting cases behave as they should." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -122,6 +107,27 @@ "## No Absorption Case `m=1.5`" ] }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def add_common_plot_stuff(ymax):\n", + " plt.xlabel(r\"Size Parameter $2\\pi a/\\lambda$\")\n", + " plt.axvspan(0.1, 1, color='cyan', alpha=0.4)\n", + " plt.text(0.3, 0.95*ymax, 'Rayleigh\\nRegime', ha='center', va='top')\n", + " plt.axvspan(1, 100, color='pink', alpha=0.4)\n", + " plt.text(10, 0.95*ymax, 'Transition\\nRegime', ha='center', va='top')\n", + " plt.axvspan(100, 100000, color='yellow', alpha=0.4)\n", + " plt.text(3000, 0.95*ymax, 'Geometric\\nRegime', ha='center', va='top')\n", + " plt.legend(loc='lower right')\n", + " plt.grid()\n", + " plt.xlim(0.1,100000)\n", + " plt.ylim(0, ymax)\n", + " " + ] + }, { "cell_type": "code", "execution_count": 4, @@ -129,7 +135,7 @@ "outputs": [], "source": [ "m = 1.5\n", - "x = np.logspace(-1, 5, 50) # also in microns\n", + "x = np.logspace(-1, 5, 300) # also in microns\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", "qabs = qext-qsca" ] @@ -141,28 +147,29 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 724 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qabs, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qabs, 'b-', label=\"miepython\")\n", "plt.semilogx(x, Qabs_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qabs_madt(m,x), 'g+:', label=\"MADT\")\n", - "\n", + "plt.semilogx(x, Qabs_madt(m,x), 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{abs}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", + "add_common_plot_stuff(0.05)\n", + "plt.ylim(-0.05,0.05)\n", "plt.title(\"Absorption Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", "plt.show()" ] }, @@ -173,47 +180,49 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 691 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qext, 'b-+', label=\"miepython\")\n", - "plt.semilogx(x, Qext_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qext_madt(m,x), 'g+:', label=\"MADT\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "\n", + "plt.semilogx(x, qext, 'b', label=\"miepython\")\n", + "plt.semilogx(x, Qext_adt(m,x), 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qext_madt(m,x), 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{ext}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(5)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 691 + } }, "output_type": "display_data" } @@ -222,15 +231,14 @@ "Qsca_adt = Qext_adt(m,x)-Qabs_adt(m,x)\n", "Qsca_madt = Qext_madt(m,x)-Qabs_madt(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qsca_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qsca_madt, 'g--', label=\"MADT\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", + "plt.semilogx(x, Qsca_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qsca_madt, 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{sca}$\")\n", - "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(4.7)\n", + "\n", "plt.show()" ] }, @@ -241,13 +249,16 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 706 + } }, "output_type": "display_data" } @@ -256,16 +267,14 @@ "Qpr_adt = Qext_adt(m,x)-g*Qsca_adt\n", "Qpr_madt = Qext_madt(m,x)-g*Qsca_madt\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, qext - g * qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qpr_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qpr_madt, 'g--', label=\"MADT\")\n", - "\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", + "plt.semilogx(x, Qpr_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qpr_madt, 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{pr}$\")\n", - "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "\n", + "add_common_plot_stuff(1.4)\n", "plt.show()" ] }, @@ -276,25 +285,27 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 703 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Anisotropy for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, g, 'b', label=\"miepython\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"g\")\n", - "plt.title(\"Anisotropy for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.0)\n", + "\n", "plt.show()" ] }, @@ -305,13 +316,16 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 707 + } }, "output_type": "display_data" } @@ -321,14 +335,13 @@ "## efficiency goes as the surface reflection fails. See 09_backscatter.ipynb\n", "## for tests that show that miepython correctly calculates qback\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Backscattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, qback, '+', label=\"miepython\")\n", "plt.semilogx(x, x**0.5, ':', label=\"limit\")\n", + "plt.ylabel(\"Backscattering Efficiency\")\n", + "add_common_plot_stuff(500)\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.ylabel(\"g\")\n", - "plt.title(\"Backscattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", "plt.show()" ] }, @@ -358,28 +371,28 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qabs, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Absorption Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", + "plt.semilogx(x, qabs, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qabs_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qabs_madt(m,x), 'g+:', label=\"MADT\")\n", - "\n", + "plt.semilogx(x, Qabs_madt(m,x), 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{abs}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.title(\"Absorption Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.2)\n", "plt.show()" ] }, @@ -390,47 +403,48 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qext, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", + "plt.semilogx(x, qext, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qext_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qext_madt(m,x), 'g+:', label=\"MADT\")\n", - "\n", + "plt.semilogx(x, Qext_madt(m,x), 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{ext}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(4.5)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } @@ -439,15 +453,14 @@ "Qsca_adt = Qext_adt(m,x)-Qabs_adt(m,x)\n", "Qsca_madt = Qext_madt(m,x)-Qabs_madt(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qsca_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qsca_madt, 'g--', label=\"MADT\")\n", + "plt.semilogx(x, Qsca_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qsca_madt, 'g:', label=\"MADT\")\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"$Q_{sca}$\")\n", - "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(4.5)\n", "plt.show()" ] }, @@ -458,13 +471,16 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 706 + } }, "output_type": "display_data" } @@ -473,16 +489,13 @@ "Qpr_adt = Qext_adt(m,x)-g*Qsca_adt\n", "Qpr_madt = Qext_madt(m,x)-g*Qsca_madt\n", "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", "plt.semilogx(x, qext - g * qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qpr_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qpr_madt, 'g--', label=\"MADT\")\n", - "\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", + "plt.semilogx(x, Qpr_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qpr_madt, 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{pr}$\")\n", - "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.3)\n", "plt.show()" ] }, @@ -493,44 +506,46 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 703 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, g, 'b', label=\"miepython\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"g\")\n", "plt.title(\"Anisotropy for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.1)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 691 + } }, "output_type": "display_data" } @@ -539,14 +554,14 @@ "Qbacks = abs(m-1)**2/abs(m+1)**2\n", "Qback = Qbacks * np.ones_like(x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, qback, '+', label=\"miepython\")\n", "plt.semilogx(x, Qback, ':', label=\"limit\")\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.ylabel(\"g\")\n", + "plt.ylabel(\"$Q_{back}$\")\n", "plt.title(\"Backscattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(4.5)\n", + "plt.ylim(-0.2,4.5)\n", "plt.show()" ] }, @@ -576,28 +591,29 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qabs, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qabs, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qabs_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qabs_madt(m,x), 'g+:', label=\"MADT\")\n", + "plt.semilogx(x, Qabs_madt(m,x), 'g:', label=\"MADT\")\n", "\n", "plt.ylabel(\"$Q_{abs}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.title(\"Absorption Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.5)\n", "plt.show()" ] }, @@ -608,47 +624,49 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qext, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qext, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qext_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qext_madt(m,x), 'g+:', label=\"MADT\")\n", + "plt.semilogx(x, Qext_madt(m,x), 'g:', label=\"MADT\")\n", "\n", "plt.ylabel(\"$Q_{ext}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(3.5)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 21, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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93OOdeeaZzJ8/n7y8PHJzc5k3bx5nnnlm41WoEk0Kqs4KSwoZFjaM8L3/pFWgD3ffDUGBnmza1NSRKeU6r776KmvWrGHo0KEMHDiQt956q3zd0KFDGTduHKNHj+bRRx+lc+fOAISFhTFgwABuvPHG8rLjxo0jLi6uQkdzdUaMGMHUqVM59dRTGTVqFLfccgvDhw93XgWNMS16ioqKMg21bNmyBm/b3LiqLjk5xgQGGnPLLdb8oAm/mNb3jDdJmUmNdgx3eV/cpR7GOK8ucXFxTtlvbbKyspyy38cee8z8+9//rnZdbm6u6d27t8nMzGzUY9a1LtX9noE1pprPVG0pqDrZmraV5YnLmTvXkJsL119vLe/V25AZupQNBzY2bYBKNVM//PADAwYM4K677iIkJKSpwzku7WhWdTIjdgbf7fyOEbEp9OoVzBlnWMvP6DuIRUdg5a7NXNhvYtMGqVQTmjlzZrXLzznnHJKSqn3IWbOkLQV1XNsObePLuC+5vv+dLP8umOuuAw/7L+fUoa3hSFdW7dZhqUq5A00K6rieW/Ecfl5+tN52L8bAddcdWzdkCJA6hK3pmhSUcgeaFFStCksK+WzTZ0yNvJEvP2rPGWdAnz7H1rdvD4HpZ+KZ2w2r70op1ZJpn4Kq1YGcA7QPbE+n4tPZuhX++9+qZUYXPUzWUtA7ICvV8mlLQdWqe0h39v59L6k/Xo2vL1x+edUygwfDli1QWur6+JRqLPPnz0dE2LZtG2DdcM7f35/hw4czYMAATj31VD744AMA3n//fSIjI4mMjMTHx4chQ4YQGRnZ6HdSbQraUlDHVVgIs2OESZMgNLTq+kGDS8ibOox/LJjCy5c86voAlWoEMTExjBkzhpiYGB5//HEAwsPD+eOPPwDYtWsXl156KcYYbrzxxvIL0Xr27MmyZcto165dk8XemLSloGr1xPInOP+/N3Po0LFrEyobOsQTPIpYmbTepbEp1VhycnJYsWIF7777LrNnz662TO/evXnppZcq3NLaHWlSULVaunsp6/fE06EDnHde9WUGDgRSh5BwREcgqRMUHQ32KRqKiqz5Tz6x5vPyrPmyW0IcOWLNz51rzR86ZM1/9ZU1f+BAnQ+7YMECJkyYQEREBG3btmXt2rXVlhsxYkT56SV3pUlB1So+PZ6MHRFccQV4e1dfJjgYWhcOJt0kcLToxO/SqJSrxcTEcOWVVwJw5ZVXEhMTU225k2GEnfYpqBplF2SzP2c/HOrL0PNrLxsePJi1UsrWQ1sZ0WmEawJU7ic29thrb++K8wEBFedDQirOt2tXcb5jxzod8vDhwyxdupRNmzYhIpSUlCAi3HHHHVXK/vHHHwwYMKBO+22ptKWgahSfHm+9SI+gR4/ay47qFoVsmIqnqXqPeaWasy+++ILrrruOpKQkEhMT2bNnD7169WLPnj0VyiUmJnLfffdx1113NVGkrqFJQdWosKSQcN9RkDbguElhzOBemHnv45E+0DXBKdVIYmJiuOSSSyosmzx5Ms8++yw7d+4sH5J6xRVXcPfdd1e4/bU70tNHqkandTuNqcUrefQQdO9ee9khQwAMv65PZ8gQ9xiap04Oy5Ytq7Ls7rvv5u67767T9o3xCMzmRFsKqlZJSdChA/j7114uIgLkolu5f6cTH/6hlHI6lyUFEekmIstEJE5EtojIPdWUERF5VUQSRGSjiGiPZRM656Nz+NbzzuOeOgLw8YEOnhFkSwqZ+ZlOj00p5RyubCkUA/8wxgwERgN3iEjlE9B/Bvra023Amy6MTzkwxrBm3xqysqlTUgDoFzoYgM2per2CUi2Vy5KCMWa/MWad/Tob2Ap0qVTsIuAj+2lxK4HWItLJVTGqY9Ly0jhScITcpOOPPCozqpeVFNYka1JQqqVqko5mEekJDAdWVVrVBXAcB5ZiL9tfafvbsFoShIWFEes4NrkecnJyGrxtc9PYddl0ZBMAxQcjKCzcQWzs3uNu08q0gfxWzPtlGZHF/Rt8bHd5X9ylHuC8uoSEhJCdnd3o+61NSUmJy4/pLHWtS35+ft3fv+oe3OzMCQgC1gKXVrNuETDGYf5HYGRt+4uKiqrTg6urow9Wr9m76941zMQQutMsWFC3bXbuNIaRb5q/v/7jCR3bXd4Xd6mHMc6rS3UPlHe2uj7sviWoa12q+z0Da0w1n6kuHX0kIt7Al8Cnxpi51RTZC3RzmO9qL1Mu1jm4M6NbXQ5Hutf59FHPnhC4dRrF8eOdGptSjUlEuPbaa8vni4uLad++PRMnVnzm+MUXX8zo0aMrLJs5cyZdunQhMjKSvn37cumllxIXFwfAJZdcQmRkJH369CEkJKT8Vtu//vqr8yt1Alw5+kiAd4GtxpiXaii2ELjeHoU0GjhijNlfQ1nlRBP6TOCy0v9BqVfN1yisWgWvvVY+6+EB/Yfk8UvSb2QXuEfzXLm/wMBANm/ezNGj1n27vv/+e7p0qdjdmZmZydq1azly5Ai7du2qsO5vf/sb69evZ8eOHUyZMoXx48eTlpbGvHnzWL9+PbNmzeLMM89k/fr1rF+/ntNPP91ldWsIV7YUzgCuA8aLyHp7Ol9EponINLvMEmAXkAC8A/zVhfEpB3lFeSQl2Te7a11NgYQEWLwY7r8fjh67CV7YiNWsHX46K1NWuixWpU7U+eefz+LFiwHrCuerrrqqwvq5c+dy4YUXcuWVV9Z4a22AKVOmcO655/LZZ585NV5ncllHszFmBVDrAxvt81xV70KlXKrUlNL2X23pXvgAPXo8XvUxm3Fx1iXMzz0H6ekVrmw7LXwQS7Lht12b+FP4n1wbuGrxoj+IrrLsikFX8NdT/kpeUR7nf1r1zoxTI6cyNXIqh/IOcdn/LquwLnZqbJ2Oe+WVV/LEE08wceJENm7cyE033cTPP/9cvj4mJoYZM2YQFhbG5MmTmT59eo37aum319YrmlUVe47sIb84n7wDXavvT+jZE555Bm66CQIDK6w6bVh7yAnjt506LFW1HEOHDiUxMZGYmBjOP79i4jl48CA7duxgzJgxRERE4O3tzebNNf99mxZ+e22995GqouzuqJkJEfQ4q5oCAQHw4IPW608/heRkePhhwHpeMx8NJi5Ek4Kqv9q+2Qd4B9S6vl1Auzq3DKozadIk7rvvPmJjY0lPTy9f/r///Y+MjAx69eoFQFZWFjExMTz99NPV7uePP/5g5MiRDY6jqWlLQVVRlhRyKl+4VlpqtQ5WrDi2bPly+Pzz8tmwMPDPHsS+orgW/41JnVxuuukmHnvsMYZYd3csFxMTwzfffENiYiKJiYmsXbu2xn6FL7/8ku+++65Kn0RLoi0FVUV8ejyBXsHk5nSsmBT27IEffrAeeThmjLXsjTeqPJJtSOFfyP79UgwGqb0bSalmo2vXrlXujJqYmEhSUlKFoai9evUiJCSEVausa29ffvllPvnkE3Jzcxk8eDBLly6lffv2Lo29MWlSUFWcG34u2Xu78T5SMSn06AHx8dbd78pU84zOU3sN5KOPwEPzgWoBcnJyqiyLjo4mOjoagL17q14qtW7dOgBGjRrFzJkza92/475aAj19pKq4IOICogruAxxuhrd1q3X6yM/PuiDB0cMPw+OPl8+Gdc0jq9v/WJvUckdgKHWy0qSgKigqKSIuLY6dSQX4+Fh9BGRmwhlnwD1V7nZuSUmBffvKZzt0KoTLpzDnj0UuiVkp1Xj09JGqIOFwAoP+M4hRGZ/Qvfs1VqOgVSur76BSB1y5jz+uMNuvR2uIa018aqKzw1VKNTJNCqqC8pFHyQ4jjzw8oB6jKbp0ATJ7kpiZ2OjxKfdjjEGqXCGpGkt9RwHq6SNVQVlSSNvW10oKSUnw+uuQmlrzRsbAeefBU08Bx5LC/qOJTo9XtWx+fn6kp6fr8GUnMcaQnp6On59fnbfRloKqID49ng4BHUhNbm0lhRUr4K674OyzrYc1V0cEOncuv0mSvz/45vfkcOn3+i1Q1apr166kpKSQlpbmsmPm5+fX60OyOatLXfz8/OjatWud96lJQVUQfzie7oERpGKPPLr6auu6hI4da9/w/fcrzPba/w+6+tzlrDCVm/D29i6/UthVYmNjGT58uEuP6SzOqIsmBVXBo2Mf5fd1xawB65bZIvb5oDowBkpKwMuLnm26kraLqjfTU0o1a9qnoCo4p/c5hGVNAKBHd2Ndg+B4W4uaZGZC167WKCWgQ7cs4tu+yLr965wYrVKqsWlSUOUO5hzk24Rv2ZGUgwh0DcyAV1+FdXX4YG/dGi6+GPpbz2bu1NmQffp9fJfwo1NjVko1Lj19pMot3b2Uq+dezaR9m+jceTA+HdtAVhYUFdVtB3YrASC8SwjsDCVuX6JzglVKOYW2FFS5+PR4BCFjV/ixaxQ8Pa1bW9RVVhbk5ZUPS004tNsZoSqlnESTgioXfzie7iHdSdntbyWFF16AF1+s+w62bLFOI331FV27Ahm9SM5OdE6wSimn0KSgysWnx9O3TQR79tjDUVeurFsnc5mICOvGeEOHlrcU0gqS9cIkpVoQTQoKsK583JG+gy5+ERQX20nhiy9g7ty678TbGx59FAYMoE0b8PntMf6ac0gvXlOqBdGkoMrFTo1lQqh1J9TyPoX6fqAXF8O6dUhBPt06tOLgXve4clSpk4UmBQWAiBDZMZLStL4ADNq5EK64AjIy6rejb7+FqChYtYoOPQ6z3P9eViTX4xSUUqpJaVJQAKzdt5ZZ62aRkJgPQJhXutVx3KpV/XY0ZgzExMDgwXTp6M2+7v/HL8m/OCFipZQzaFJQAMzbNo9pi6aRsseDtm3Bd9qNVlLw9KzfjkJC4MoroW1benUJhry27NZbaCvVYmhSUADszNhpDUdN8qn4XOaGSEmBefPKRyDtSEtshAiVUq6gSUEBsPPwTvq06UNSEkSG7YcRI+D77xu2sy++gEsvpVdQGmT2ZPfhxEaNVSnlPJoUFGA9hjPcTgrhHbKtZycEBzdsZ1dcAWvXEtavNWT2JK8wX69VUKqF0KSgyDiaQUZ+Bp18w8nNhYDICPjmGxg9umE77NwZRoygcw9v+P5fPNF2t16roFQLoTfEU7T2a03a/Wls3mh1Knfv3gg7/fZbOok3wnj27m2E/SmlXEJbCgoRoV1AOzL2hwJw7uNnwAMPnNhOp0/H68XnadcjlY/yL+O7nd81QqRKKWfTpKBYsG0Bj8c+TmKiAQyeo0+x7mN0IubMgTlz6BoWQGLAl6zdt7ZRYlVKOZeePlLM3z6f73Z+xxV7HiMgAPzeegVOtAugTx8AuneEjfntSdRrFZRqEbSloEg4nFA+HDW8e1HjPFf54EF45RWGBu+GzJ4kHklshJ0qpZxNk4Ji5+GdhIeGk5QEM48+CL16wYkOIT18GP72N6IKf6MkXa9VUKqlcFlSEJH3RCRVRDbXsD5aRI6IyHp7muGq2E5muYW57M/ZX95SSI0YA1On1v/uqJVFRMDBgxw5/yo4OJRWXh30WgWlWgBXthQ+ACYcp8zPxphIe3rCBTGd9FKyUvD38qdLQDjp6ZAx7lJ47LET37GnJ3ToQJeuAj/9kxcG/qzXKijVArgsKRhjfgIOu+p4qm76tetHzvQcRvhNxocCwttnNd7Ov/2WoV89BaDXKijVQogrm/Qi0hNYZIwZXM26aOBLIAXYB9xnjNlSw35uA24DCAsLi5o9e3aD4snJySEoKKhB2zY3J1qX1atDWfrgfr7hz6x77TWyBld5i+qt1zvv0GnhV/jJZtrddSF3D7+cMe3GHHc7d3lf3KUeoHVprk6kLuPGjVtrjBlZZYUxxmUT0BPYXMO6VkCQ/fp8YEdd9hkVFWUaatmyZQ3etrlpaF1e+vUl87dv/mbeftuYcHaYjAeeNiYjo3GCys83prTUBLfJMczEPPPTM3XazF3eF3ephzFal+bqROoCrDHVfKY2m+sUjDFZDq+XiMh/RKSdMeZQU8bl7pYkLCG7IJvAZEj07EPQ09Mb7+oVX18AunUMZGdxe3Zn7m6kHSulnKXZDEkVkY5i90SKyKlYsaU3bVTuz7o7ajjJyRDdIQ6v4vzG27kxcP/9XOX5P7xyeukFbEq1AK4ckhoD/Ab0E5EUEblZRKaJyDS7yGXAZhHZALwKXGk3cZSTFJYUknwkmfDQcPYnFvDN/qHw5JONdwARWLiQ4WYdpek9NSko1QK47PSRMeaq46x/HXjdReEoIDEzkVJTSp82ffh8D/znjM+4e0r/xj3Itm389qiQ/+NrDL9Qh6Qq1dw1m9NHyvWyCrLo26YvfUIj2Jniy/4zr4ChQxv3ICJ07Qpm5V28dHrDRokppVxHk8JJbGTnkcTfFU8v79FEFG1mqO/2xj/I6tVc9OGldGavXqugVAugSUGRnAzP8jAXfHBZ4++8sJDQ/XG0DlnPed934rNNnzX+MZRSjabZDElVrnfbV7fh5eHFuLz/8DjPsuCxw7Rq7IOMGUPW6m3EdTkKxQfYnaHDUpVqzjQpnMR+SvqJwR0Gk7wHtjCYdpc65zjt2oG3+ONjwnQEklLNnJ4+OkmVlJawO3M34aHhZMbt4zL/xYR45jjlWB5PPs7HPjfjX6DPVVCqudOkcJJKyUqhsKSQPm360P6P7/j86ETYt885BysqIiSgEMnSaxWUau709NFJamfGTgDC24TzWOkpJI/uywvh4c452FNP8f4O8Ej4iIsv6uacYyilGoUmhZOUt4c343uNJ6JtBNv2BjNo8hng6bzjdekC2Yuu51/fWA/28ff2x0O0oapUc6P/lSepM3ucyY/X/0gbr65cdGgWUb7VPhCvcRw+zANfnMqleR+TmQm3L76dMe+NYXOqE4+plGoQTQonqbLbSu3dmsUsbmXk/q+cd7DWrSlt245cAtm7F87pfQ7x6fEM/+9wpv84naNFR513bKVUvWhSOEmNfnc00xZNIzE9mDAOcPTaW513MA8Pdr22hHlcyt69cP2w69l25zauHXotz654lsFvDmbtvrXOO75Sqs40KZyEjDFsSd2Cn5cfyXuEVMLoPLSdU4/ZpYv1MyXF+tkuoB3vX/Q+S69fSlv/tnQO7uzU4yul6kaTwknoYO5BcotyCQ8NJ+C7edzAh+Uf2s7S9YcPOEgHUnfnVlg+rtc4Vt2yik7BnSgpLeGB7x8gNT/VucEopWqko49OQjsPW8NR+7TpQ6df/8MA7wN4e9/g1GN6R/TiG7+LOZScBwRWWGc/W4mth7by5po38TSetIlowzm9z3FqTEqpqhrUUhCRR0XkaxGZJSJ3NHZQyrkSDicAVlK4P2IBDw771vkHPessXu7/NtvS29dYZHCHway5dQ2tvVtz7sfn8vRPT1NqSp0fm1KqXENPH7UFVgJPA/0aLxzlCj1a9+CGYTfQo3UPkvZ4EBrexiXH7doVDqQU11qmX7t+vDniTa4achX/XPZPpi2aVmt5pVTjaujpowysS51SgcONF45yheie0UT3jMZs2sxtuz4m/+y7ASd3KgAvrRnL9sPtgS9rLefv6c8nl3zC6V1PZ0SnEU6PSyl1TINaCsaYx4G3sJ6lfKRRI1JOl3E0A2MMWb9t4a6SV+jWqfZv741l54jL+LJwIvn5dSktDC24g/eeOI1nn4Xp3z7B4vjFzg5RqZNeQ/sU7jTG7DPG3Ay838gxKSfr+1pf7v76bnaMmEIguYQO6+6S46ZOuZsPuJHRowxPPQVbt1Ytk5sLixZ1IjISxo6FmBiYPiOf5+cvZOJnFzLj23+VX3inlGp8De1T6OHwenpjBKJcIzM/k/Sj6fRo3YPkZCjBi+49xCXHvvxyeGvmARZv78PyR79n4EAYOBAefRSWLYO//93qd3jxxX6IwNtvw8GDsG61Hxcd/gm2XMGTKx9kwCPXEb9Lr4JWyhka2qfgISJnAr8ArumlVI2ibDhqeGg4/e6dyiQuoXv3i1xybH9/+MuUTPitL59M787nG+H3j7ay9emtPPfUheDlzeTJcMYZf3DnncOxR6oyfDjMnRPAtm0xXPPWUNaFPkK/p5OZlB7L6ad5MGoUjBwJQUEuqYZSbq2hSeF+4HZgKrCg0aJRTlc+HNWvM+0SfqOfz3BCQ10YQP/+8M03hAF3jgWS3sNsfoNF/93HyHNa06kTxMYeKU8IFTcV1r4ynXdXDObzBTlsWe7Bwq+KwCcHj8JQBg2CUaNg8GArAfn4VJz8/CA4GFq1gpAQ62dQEHjoJZxKlWtoUog2xrwhIp2Bg40ZkHKubYe2IQjhXYdw/fjtxMXBv1xz9qh6zz6LXHMNF0a2tuYfeIDQsDCIjq5xk5vHTOLmMcC/4f9++phHfvo7I4v+jvfae/nyy1bMmlW/EIKDrSTRurX1s/LrylPldZpYlDtpaFKYICLxwBtAEnB344WknGl8r/H4efkR4B1AcjJ0d00fc828vCAy0nqdmQlz5xJcS0Ko7Oz+pxK7fxzztz1Gm7H/x/0P3s9V4XfiQxAFBVBYeGzKz4fsbDhyBLKyrOnIkWPzR45YIRw4ANu3H1tXVFR7DCIVWx9lySI/fwCzZ1dcV9ZScZyCg60pMBA8nfhMC6XqoqFJoTXwIPAAcEujRaOc7sweZ3JmjzPhuef46+Zkfr32P00d0jGtW8OWLexZvpzeAD/9BF99BTNmWJ+a1RjcYTDzpsxj7b61zIidwfSlD/Nryi98dZV1K/CEwwkMDg0vv5VGfRljJZPMzGNJwvG1Y2JxXJaaCgcOBLNli7WsbsNwISDgWJIIDrZaIY5TYOCxn4GBVvmy12XzlSd/f2vS1oyqizolBfs00dlAALANeBLoZ4zZLiIlToxPNaKC4gI2HNzAkA5D8E7LIODooaZvKVTm64vx8bFer1gBc+daSeE4ojpHsfjqxaxMWUlmfiZgXY8R8VoEHQI7ML7XeMb3Gs/p3U6nf7v+dX7qm8ixD9VOnepXldjY1UTbrZ7CQquVUtZCKXt95Ij1OifH+uk45eRY06FDkJh4bD4n5/itl+r4+Byri7+/1cdS9tNx8vWtOh040JMVK6zXZX00jq99fMDbu+pPx8nLq+pPx9ceHlTbl6Rc67hJQUTOBT4EYoECYBpWcpgKYIx5yHnhqca0OXUzo2aN4ovLv2DY7c8z5SX4sLklBUfTp8O991pfd0tK4P/+D/7yF+srcQ1Gdx1d/trb05tZk2bx4+4f+XHXj8RsjgHgzQveZNrIaaTmprJ672pGdRlF+8Ca78nUGHx8oG1ba2oMRUXWNR15edbPsunoUWuZ45Sba7VUjh6tOhUUWOvy860kVVauoODYVFgIBQU9cMXlIWWJwtPTmspeOy6rafLwqPraw6Pi5OkJGRlDaN/+2DKRquXKllX3s/Jrx6mm5ZUnqH1Zda+rW9a1a0Djvwd1KPMUcKYxJqFsgYicBrwtIrcAucYYfa5iC7ApdRMAQ8KGkLzBWtbsWgqVBdh/9D//DP/4h/VghilT6rRpkE8QNw2/iZuG34Qxhu3p21mZspLontEA/LDrB66Zew0A3Vp1Y1jHYUSGRfLXU/5Kp+B6NgtczNvbOtvWurVrjrds2XLGjImu0k9TNhUUWImqbCosrDhfVATFxRXnS0qsZZWnsnWO68tely2vPJWW1vy6uPjYstJSyMz0oaDAel02GXOsTNnr2n5Wfu041bS8bILal5W9rovHHqv5C1JD1SUp+DgmBABjzG8iMhlYhNV6GNLokalGt+ngJvy9/AnfvJfQW6+nHx/QvXv/pg6rbqKjYf16GDrUmt+wAfr1s8531IGI0L9df/q3O1bfi/tfzE9Tf2LV3lWsP7Ce9QfW8/WOr7kt6jYA3lrzFh9v/JhB7QdZUwfrZ8egjg3uo2ipRI6dBmrpYmPXlp/WawlqSxo//ZTW6MerS1LIF5H2xpgKRzfGxNv9CWc3elTKKTalbmJg+4F4GiHHBJBBG6c/XKdRDRtm/czNhT/9CS68EN59t8G7C/AOONbxbjtadBQ/L7/y9V4eXszdOpd31r0DgKd4kjs9F18vXz7b9Bl7juwhom0EEW0jCG8TXr6tUo2l8ikkR84YPFCXpPBvYL6IXG6M2Ve2UETaAQXGGH1MVguxKXUTE/pMgOhonh4fjecSq7OwxQkMhM8+s8Z5gtUTO2MGPPgg9OhR+7bH4e/tX/76+mHXc/2w6zHGcDD3IFtSt5CSlYKvl/VLW7h9IXO2zCkvLwindzudFTetAODH1B9J3pBMz9Y96dm6J52COuHt6QZftZVbO25SMMZ8KSK+wG8ishbYAPgAV2D1N6gWwBhDzOQYQnytD9LkZOjWrYmDOhHnODyVbdUqeP99uMN+3tOePVb7ulu3RhnOIiJ0DOpIx6COFZbPvmw2b1/4NjvSdxCfHk98enyFUU2fJn/K7q27j+0H4cJ+F7LgSusmAI/HPl6+7w6BHWgf0J4erXvQtVXXE45ZqYaq05BUY8xnIjIfuBIYDGQBVxtjfq/rgUTkPWAikGqMGVzNegH+DzgfyAOmGmPW1XX/qnYiYnWwGgN9+jAu6w7WnfW3pg6rcVxwgXXFWVnL4YUXrNNKWVlWUvj6a+t1HTuo66OVbyuiOkcR1Tmqyrq3RrxFr2G9SMxMJDEzkb3Ze+kc3Ll8/aebPmXH4R0Vtrl6yNV8eumnAES8FoGPpw9t/NuUTxP6TOCKQVdgjOHjjR/TyrcVIb4hhPiF0Mq3FR0CO9DKt1Wj11OdPOp88ZoxJg947wSO9QHwOvBRDev/DPS1p1HAm/ZP1QhW713N3qy9XNT9T0j0ODZ83LP5jzyqj7KEAHDLLdZ9t8tOuP7nP1bTqCwp3HCDNVxm9mxrfsEC6zzahAnWfHKydYrqBMeP+nj40LdtX/q27Vvt+vi74iksKSQtN43U3FRSc1Np42/dX7LUlDK2x1gOHz3M4aOH2ZWxi7X719I5uDNXDLqCnMIcbphf9bnaj459lCfGPcHBnIOEvxpOsG8wQT5BBHgHEOAdwD2j7uHKwVdyIOcAD//4MP5e/vh5+ZX/nBgxkeGdhnMo7xCL4xfj6+WLj6cP29O3U7yrmKFhQ+kQ2IGcwhwSMxPx9vDGx9MHb09vvD28CfUPxcfTh1JTSqkpxVM8T7pO+ZauoVc015sx5icR6VlLkYuAj4x1s/yVItJaRDoZY/a7JkL39s7ad5i3bR4X359G+nPvMOddeMWdkoKjIUOsqcy8edYlxmX69at49ddjj1lDXcuSwoUXQs+eVrIA6y57w4ZZ9/IGmDwZoqKs6ygAbroJTj0VptmPDr33XmubsqvdHnwQzjgDJk2y5v/5TytpnXsuPh7edHnpHbpER0P0edb4yaeewmPcOGZNmmUlr5degrPPto6RlwfPP0/AOeNJuCuBI4f3kfXFpxyJ7E9Wp7YMDugBL7yAz/jT+EvUX8jJTid72waOdmxLnq8n3jl58OKLZEUP4cddP5JfmEd+fg75HqUUlRbRpSSA4THLSDizF1OXTK34e90Mc856jSvWFbLyzM78aclVVX71S856mz+vy2bhmHZc8rWVtLzwwMvTBy9PL749/U1OX5vKF2Pbcc9PD+NZXIpXfiGeIaF4enoxf+gz9F+TyP/GdeBfv7+CR95RPLNz8ejUGU9PL2J630+XtTuYc04n3tv4AR6ZWXhmHkHCw/EQDz4Km0bIxnhixndg3rZ5eKQdQo4cwaNffwThvVbX0XnR13zaZi8/7P4Bj737kZwcpP8AvDy8eNPrIkhJ4eNTfFmZshJJSkKO5iMDBxLoHcizeadBZiYfDjVsOLgBSUhAikuQAQMJ9Q9l+sEIKC7m/X5HiU+Ph21bEQQGDKBjUEfu3tUefHx4p+dhko8kw+ZNiI8P9OtPt1bduHWzD7Rpw1ud9nIw5yD8sQ6CgpGICHqH9ubaVUehe3deD91BeGg4/vhXeQ9OlMuSQh10AfY4zKfYy6okBRG5DbgNICwsjNjY2AYdMCcnp8HbNjfHq8svCb/QzacbP/3wA9t3hwIjycraTGzsIZfFWFdOe1/i462fp59u/bSP4fXkk0hREUX2fNspUyjx8yPTnu8xcCAFoaEcsOcHHDlCTlISe+z5YevXk2kMSf2t4a6nzJ/PofR0cqZMITY2ltNmzeLAvn3sbmWd1jnzhRfYk5xMoo8PlJYS/fjj7E5KIgnwKCxk7KOPsuvWW0kuKsIzN5czp08n4fbbScnLwzszkzMeeoidd9/NvksuwSctjeiH/8v2f/yD/RMjKYjbC/ffz4EHH+TCCRcScDCZUx/9kLhHHyV1/HgCt+yE++6j8PHH+WjsRwRv307UtGlseuYZUkefSqtNm+Ef9+L5r2f59NRP8duykd4vPs+aO28nb1B/2q9KhYeexLz2LDMHzsR32xY6zv2c+BuuIa99O7yXx8HMVyj679Pc2PNGfHfG0+aXX0iedDYFQQHkff0zPP82h997nMjASHyTEwnaGseBsQMp8vDi4JcL6f/qh+z+6J94F3jjk5qK3549pAeFUiKw59MYurwTw4ZPH2BP6h6801LxOpxOtn8xBkPS4vcYPGcBv7x3G6v2r8I7IwOP3BzyPA9ijCFlVRY9f4jl6cgMvjnwDZ7ZWUhhIQUl2/AQDx5btouQjRuZ9+Rp/HjwRzyP5kFpKUXrVhHkFcTfF/+C/969fHpfOCvSV+BRUIDBULLqRzr4dmDa/zrgmZ/PO39pxZqMNVBiPdWw9PBX9AjowQ3v+1ESEMBrVxewJWsLxpRaf4sHhf7B/bn6taPkde/Ovy9MYVfuLmtdFrAPolpHcdmzKWQMH87T0esZ1WYUt3S6pfH/V4wxLpuAnsDmGtYtAsY4zP8IjDzePqOiokxDLVu2rMHbNje11aWktMQEPh1o7lpylzGXXWbSBo41YMyaNa6Lrz7c5X2pVz1KS4/9LCoyprj42Hx+vrWsbD4v79h8SYkxOTnGFBYem8/OrjiflXVsvri4+vmy/RUVGXPkSJX52B9+qH59YaE1Xxbv8eYLCqz5kpLq5/Pzrfmy38fx5o8etebLHG8+L8/8tHhxhXmTlVXzfG6u9fus63xOjjXVdT4729pHpfnS0lJrysoyJTnZpqS0xJSU2u9lXp4pKikyxSXFJ/S/Aqwx1XymNqeWwl7AcTxMV3uZOkGJmYnkFuUypMMQ+HMkW0pzIK4FXM18MnEcjO7lVXG547jhspsxlfHwqHjbDw+Pik8b8vCoeDNBT8/a5728rFu3Vpo3Zbdvrby+8hVtx5svu1FSTfNlN1uq63zZDZvqOu/vT0lAQIX5CirPBwTUb77yLViON1/5yVD2fHkvTHAwFXpk7PfKmR/czSkpLATuFJHZWB3MR4z2JzSKTQeP3d6Cm0bzVZz1f9KuXRMHppRqdlyWFEQkBogG2olICvAY4A1gjHkLWII1HDUBa0jqja6Kzd1NjJhI/J3xdC8Nhrw89uwJoHt3vSOlUqoqV44+qjpUoeJ6A9zhonBOKp4entawyBkz4F//4sCwTLp319sxKKWq0sdunAQeW/YYS3YsgfPPh3//m4QUP+1PUEpVS5OCmysoLuDpn5/m1z2/wujRFP7lLvbv105mpVT1NCm4ua2HtlJiShgS1Bs2b2ZvcgnGaFJQSlVPk4KbKx95FJcOQ4aQHmvNa1JQSlWnOQ1JVU6wKXUTPp4+9D3nCvioI9uKBwGaFJRS1dOWgptLzU1lUPtBeHftAdddR/xubzw8NCkopaqnLQU398HFH1CUnwdz58LYscTFtaNPnxb6cB2llNNpS+Ek4L0t3rqz5/ffExcHAwc2dURKqeZKk4IbW7NvDRfGXEh8mBesXEnhuPPYsUOTglKqZpoU3NjqvatZFL+IgMDWMGoUCYfbUFysSUEpVTNNCm5s08FNtPZrTZfZS+CPP9i61Vo+YEDTxqWUar40KbixTambGNJuEPLXv8K8ecTFWTfBs58Fo5RSVWhScFPGGDanbmZIx2Fw8CDcdRdxcdZTJivfAl4ppcrokFQ3lVWQxZCwIYzqOqr8AfQ68kgpdTzaUnBTIX4h/Hzjz1z/Wx7ExFBSAtu3a1JQStVOk4K7e/ddmDuX3buhoECTglKqdnr6yE3dMP8GMo5msHD1asjNJW6ptVxHHimlaqMtBTdkjOHrHV8T4hdiDTcKCiIuzlqnSUEpVRtNCm5oS9oW0vLSGL/XB+67D4whLg66doVWrZo6OqVUc6ZJwQ0t3W2dKxqf5AnLl4OIjjxSStWJJgU3tCxxGb1De9Pj32/D6tWUlsLWrZoUlFLHpx3Nbuj8Pudzdq+zrRkR9iRDXp72Jyiljk9bCm7o1qhbuTOtF0ycCAcPlncya0tBKXU8mhTczPZD2zmYcxByciAlBUJDdeSRUqrO9PSRm7n323tJykwi7o44mDIFsG5vERZWfrcLpZSqkbYU3EhRSRE/J/3M+J7jwJjy5TrySClVV5oU3Mjv+34ntyiX8fFFEBEB6ekYYyUFPXWklKoLPX3kRpbuXoognBU+HsaWQJs27N8PWVnaUlBK1Y0mBTeydPdShnUcRttJV8KkKwF05JFSql40KbiRWZNmkZa8DXJzITAQ0KSglKof7VNwI71DezPq9XkQHg6lpYCVFNq0gQ4dmjg4pVSLoC0FN7E8bTmJ6xOZOnUqnHEGeFj5vmzkkUjTxqeUahk0KbiJz1M+JzgrmKk3/2YlBdvWrXDJJU0YmFKqRXHp6SMRmSAi20UkQUQeqmb9VBFJE5H19nSLK+NrqbILstmWvY3x3hGwbVv58rQ0OHRI+xOUUnXnsqQgIp7AG8CfgYHAVSJS3cfVHGNMpD3NclV8LdmK5BWUmBLGf/or3HIsj2ons1Kqvlx5+uhUIMEYswtARGYDFwFxLozBLS3dvRRv8eb0NxdDZk75ck0KSqn6cuXpoy7AHof5FHtZZZNFZKOIfCEi3VwTWsuWnJXMwFYD8e8dASNGlC+Pi4PgYOhS3W9ZKaWqIcbhHjlOPZDIZcAEY8wt9vx1wChjzJ0OZdoCOcaYAhH5CzDFGDO+mn3dBtwGEBYWFjV79uwGxZSTk0NQUFCDtm1uWsV8gkfEADKjosqX/f3vwzh61JM331zXhJHVn7u8L+5SD9C6NFcnUpdx48atNcaMrLLCGOOSCTgN+NZh/mHg4VrKewJHjrffqKgo01DLli1r8LbNSlGRKQgNNeauuyos7tTJmKlTmyimE+Au74u71MMYrUtzdSJ1AdaYaj5TXdmn8DvQV0R6AXuBK4GrHQuISCdjzH57dhKw1YXxtUiP/PgIuzJ3MW3OHM4aeSzpZ2TA/v3an6CUqh+XJQVjTLGI3Al8i9UKeM8Ys0VEnsDKWAuBu0VkElAMHAamuiq+lsgYw+dxn9MrtBemrTeEhpav22qnU00KSqn6cOnFa8aYJcCSSstmOLx+GOu0kqqD5UnL2XF4B9M3tKJtr18gOrp8nY48Uko1hN77qAV7c82bhPq2Zsq6Qryzsyusi4sDf3/o0aOJglNKtUiaFFqogzkHmbt1LlOH34j/uo0cOO+8CuuXL4eoqPJbICmlVJ3oR0YL5eXhxfQxDzNtyI3WAoc73u3dC+vWwcSJTRScUqrF0qTQQrUNaMvjHmcTEXk2rF1bYd0Su9dGk4JSqr40KbRAq1JWMX/bfEpaBcE551TpTV682OpL0E5mpVR96a2zW6Cnfn6KNfvWcMG9yXh+9lmFdfn58P33cOON+gwFpVT9aUuhhUnKTGJx/GJuCTwT78ysKutjYyEvT08dKaUaRpNCC/P22rcREW7753x48skq6xcvhoCACpcsKKVUnenpoxaksKSQWX/MYmLERLr99CyEhFRYbwwsWmR1M/j5NVGQSqkWTVsKLcjujN0E+QQxLWqa1Ytc6Z7YcXGQmKinjpRSDadJoQXp164fO7ib8175CoqLq6xfvNj6ef75Lg5MKeU2NCm0EBlHM8gvzsdj/wE8dieCV9Uzf4sWwfDh+lAdpVTDaZ9CC/H48sf5PO5zdj25C18P7yrrs7K8+OUXeOSRJghOKeU2tKXQAqTnpfPhhg8Z2zYKXy/fam9o9PvvbSgthQsuaIIAlVJuQ5NCC3DHkjvILcjh4YcWWXe6q8Zvv7WlfXs45RQXB6eUcit6+qiZm7N5DnO2zOHpUx5i6F8D4PTTq5QpLobVq9swebLeFVUpdWI0KTRz3+78llFdRvHAhCfh/OrfrpUrITvbW08dKaVOmH6vbObejbifbz/3wytlX41lFi0CT89Szj3XhYEppdySJoVmalH8InYe3okkJRGyMwU8PWsuuwiGDTtCq1YuDFAp5ZY0KTRDiZmJXPXlVdzzzT0wYQJs21bjxQeJibBlC4wene7aIJVSbkmTQjNTakq5ccGNSHEJr5dOsBZWc6FambKrmE87TZOCUurEaVJoZl5b9RqxibG8nBBOz9c+hpKSWssvWAAREdC161EXRaiUcmc6+qgZ2ZG+g4d+fIgL+l7ATQ/PhczMWvsSvv3WeqDOU0+5LkallHvTlkIz0iu0Fze2OotZ57yK+PhAhw41ls3NhWnToH9/uO8+FwaplHJrmhSamDGGl357if3Z+/E6mMZ//rGUjm9+fNztZsywOpnfeQd8fZ0fp1Lq5KCnj5pQQXEBNy+8mU83fcrRoqM8MvYRmDcPxo+vdbvff4dXXoG//AXGjHFNrEqpk4MmhSZyKO8Ql8y5hBXJK3g6MZyHPaOtFce5LLmoCG69FcLC4PnnnR+nUurkoqePmkBKVgqjZ43m972/M2fCu0xfF4ikptZp25degg0b4I03qjyNUymlTpi2FFwoLTeN9oHtaevfluAiIfb6pYzufjqsu6HWUUZlEhJg5ky45BJrUkqpxqYtBSczxvDdzu8Y+/5YRs0aRXFpMf4Jiay7L4HRSzZaheqQEIyx+hB8fOD1150ctFLqpKUtBSc5fPQwi+IX8cbvb7B672q6+ofxYJtJlJpS6N8fef11uPHGOu/vgw9g6VJ4803o3Nl5cSulTm7aUmgkhSWFLNu9jJ2HdwKwZt8abph/A2m5afx34n9JWDGCO5/+Hh88QQTuuKNOY0lLSuDtt+Hee62RRrfd5uSKKKVOatpSaKCikiLe++M9th7aSlxaHL/u+ZXcolymj5nO02c/zdh93qxZE8Xwdxfj0SEMXj0XWrWq06miMrGxVjLYsMFKCB9/rA/RUUo5lyYFW1FJEUcKjlBcWkzHoI4AfLLxExIzEzmQc4ADOQfYl72P0V1H89J5L+Hl4cU/vvsHBkP/dv25vs9kzovdwzifcQD4tW5H1AGB7fHQIQx69qxzLLt2wf33w9y50KMH/O9/cNllVgNDKaWcyaVJQUQmAP8HeAKzjDHPVVrvC3wERAHpwBRjTKKz4pmxZQYJaxM4UnCEvKI8AMb2GMvyqdZzkJ/66Sm2p2+ntV9rOgV1oqNvWzqWBlixFhaS8FMkHS65Fo/bpkF2NtzdF844aO18yBDrKrM6ysmBjRutG9y98gp4e1v3NPr738Hfv1GrrZRSNXJZUhART+AN4E9ACvC7iCw0xsQ5FLsZyDDG9BGRK4HngSnOiinCdKBfx06EtO9GiG8IIfFJ9PLrXr5++YYRhIRfi9+D/7QWtG8Plw2GPwO+vnT0aAXePta64GDYt6/G8zvGQH4+ZGRY97nbuxf++OPYFB9vlQG47jp49tkaH6GglFJO48qWwqlAgjFmF4CIzAYuAhyTwkXATPv1F8DrIiLGlH1cNp45c+D+RxLID+rMC+Nf4CDw5OLhHA5I5dpF1gf0PT8XktKqkC82WvNjwl9i/46+bL/cmi/1W0LpQjALoLgYioo8KCy0rjoum/LyrCSQmQmFhVXj6N4dhg+Hq66CESMgKkpHFymlmo444fO2+gOJXAZMMMbcYs9fB4wyxtzpUGazXSbFnt9plzlUaV+3AbcBhIWFRc2ePbve8cTEdCPj860Uevjzu+/pAHQo2U+++JPl0do+jrF/Uv5TxNg/wcPj2HpPT4OXVyleXsaerNc+PqUEBxcTFFRxat26kPDwHEJCiusde3VycnIICgpqlH01NXepi7vUA7QuzdWJ1GXcuHFrjTEjKy9vkR3Nxpi3gbcBRo4caaKjo+u9j+hoiL1qDxW37d0Y4TWJ2NhYGvJ7aI7cpS7uUg/QujRXzqiLKwc47gW6Ocx3tZdVW0ZEvIAQrA5npZRSLuDKpPA70FdEeomID3AlsLBSmYXADfbry4ClzuhPUEopVT2XnT4yxhSLyJ3At1hDUt8zxmwRkSeANcaYhcC7wMcikgAcxkocSimlXMSlfQrGmCXAkkrLZji8zgcud2VMSimljtGbJiillCqnSUEppVQ5TQpKKaXKaVJQSilVzmVXNDuLiKQBSQ6LQoAjdXzdDqhwtXQ9OO6vIWWqW1d5WUuoS33rUXm+7LXjspZYl8Z+T2qLsy5l3OXvq6Z1LbEuze1/pYcxpn2VpcYYt5qAt+v6Gmso7AkfpyFlqltXeVlLqEt961FL/I7LWlxdGvs9cXVdmuvflzvVpbn9r9Q0uePpo6/q+boxjtOQMtWtq7ysJdSlvvWoPP9VDWUaqqnq0tjvSV3301h1aa5/XzWta4l1aW7/K9Vq8aePToSIrDHV3BCqJdK6ND/uUg/QujRXzqiLO7YU6uPtpg6gEWldmh93qQdoXZqrRq/LSd1SUEopVdHJ3lJQSinlQJOCUkqpcpoUlFJKldOkUAMR6S0i74rIF00dS0OISKCIfCgi74jINU0dT0O19PfBkYhcbL8fc0Tk3KaO50SIyAAReUtEvhCR25s6nhNh/6+sEZGJTR3LiRCRaBH52X5fohu6H7dMCiLynoik2s98dlw+QUS2i0iCiDxU2z6MMbuMMTc7N9L6qWe9LgW+MMbcCkxyebC1qE89muP74KiedZlvvx/TgClNEW9t6lmXrcaYacAVwBlNEW9NGvD//yDwP9dGWTf1rIsBcgA/IKXBB23sq+GawwSMBUYAmx2WeQI7sR7E7ANsAAYCQ4BFlaYODtt90dT1aWC9HgYi7TKfNXXsDa1Hc3wfGqEuLwIjmjr2E60L1peNr4Grmzr2htYD+BPWw7ymAhObOvYTrIuHvT4M+LShx3TLloIx5iesJ7c5OhVIMNY3z0JgNnCRMWaTMWZipSnV5UHXQX3qhfVNoatdplm9z/WsR7NWn7qI5Xnga2PMOlfHejz1fV+MMQuNMX8GmtXpyXrWIxoYDVwN3CoiLfZ/xRhTaq/PAHwbesxm9Qtwsi7AHof5FHtZtUSkrYi8BQwXkYedHdwJqKlec4HJIvImTr4svpFUW48W9D44quk9uQs4B7hMRKY1RWANUNP7Ei0ir4rIf6n0NMVmqtp6GGMeMcbcC3wGvOPwwdqc1fSeXGq/Hx8Drzd05y59HGdLYoxJxzr32yIZY3KBG5s6jhPV0t8HR8aYV4FXmzqOxmCMiQVimziMRmOM+aCpYzhRxpi5WF8GT8jJ1FLYC3RzmO9qL2vp3KVe7lIP0Lo0R+5SD3ByXU6mpPA70FdEeomID1bn0sImjqkxuEu93KUeoHVpjtylHuDsujR177qTeuxjgP1AEdb5tpvt5ecD8Vg99480dZwna73cpR5al+Y5uUs9mqouekM8pZRS5U6m00dKKaWOQ5OCUkqpcpoUlFJKldOkoJRSqpwmBaWUUuU0KSillCqnSUG5DRF5RES2iMhGEVkvIqPs5bNEZOAJ7numiOy197tZRJrF7chFZHpTx6Dci16noNyCiJwGvAREG2MKRKQd4GOM2ddI+58J5BhjXhCRAcDPWLdYP+4N1ETE0xhT0hhxVLPvHGNMUD23cVo8quXTloJyF52AQ8aYAgBjzKGyhCAisSIyUkQm2d/019sPKNltr48SkeUislZEvhWRTrUdyBizFSgG2onIfHu7LSJyW1kZEckRkRdFZANwmojMEJHf7VbG2yIiDrG9LNaTv7aKyCkiMldEdojIUw77u1ZEVtux/1dEPEXkOcDfXvZpTeWqi6fxfu3K3WhSUO7iO6CbiMSLyH9E5KzKBYx1//9IY0wk1oNJXhARb+A14DJjTBTwHvB0bQeyT0uVAmnATfZ2I4G7RaStXSwQWGWMGWaMWQG8bow5xRgzGPAHHB/9WGiMGQm8BSwA7gAGA1PtW4cPwHpS2xl27CXANcaYh4Cjdp2uqalcDfEoVS29dbZyC8aYHBGJAs4ExgFzROQhU80tkUXkAawP0zdEZDDWB/D39pd3T6x7zVTnbyJyLZANTDHGGBG5W0Qusdd3A/oC6VgfyF86bDvOPm4A0AbYwrHnXJTdzGwTsMUYs9+Oc5e9zzFAFPC7HaM/UN2DoM6upVzleJSqliYF5Tbs8+SxQKyIbAJuAD5wLCMi5wCXYz3mEECwPojrckrlZWPMCw77isZ6aM5pxpg8EYnFej4uQH7ZeXsR8QP+A4w0xuyx+yf8HPZbYP8sdXhdNu9lx/ihMeZ4DxmqrVx5PErVRk8fKbcgIv1EpK/DokggqVKZHsAbwOXGmKP24u1Ae7ujGhHxFpFBdTxsCJBhJ4T+WI91rE5ZAjgkIkHAZXXcf5kfsZ7W1sGOsY1dF4Ai+xTY8copVSfaUlDuIgh4TURaY3UCJwC3VSozFWgLzLdPr+wzxpwvIpcBr4pICNb/xCtYp3eO5xtgmohsxUouK6srZIzJFJF3gM3AAaz74deZMSZORP4JfCfWM4SLsPodkoC3gY0iss7uV6ipnFJ1okNSlVJKldPTR0oppcppUlBKKVVOk4JSSqlymhSUUkqV06SglFKqnCYFpZRS5TQpKKWUKqdJQSmlVLn/BwyW690WRhBSAAAAAElFTkSuQmCC\n", + "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } @@ -657,15 +675,15 @@ "Qsca_adt = Qext_adt(m,x)-Qabs_adt(m,x)\n", "Qsca_madt = Qext_madt(m,x)-Qabs_madt(m,x)\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qsca_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qsca_madt, 'g--', label=\"MADT\")\n", + "plt.semilogx(x, Qsca_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qsca_madt, 'g:', label=\"MADT\")\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"$Q_{sca}$\")\n", "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(2.5)\n", + "plt.ylim(0,2.5)\n", "plt.show()" ] }, @@ -676,13 +694,16 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 706 + } }, "output_type": "display_data" } @@ -691,16 +712,13 @@ "Qpr_adt = Qext_adt(m,x)-g*Qsca_adt\n", "Qpr_madt = Qext_madt(m,x)-g*Qsca_madt\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, qext - g * qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qpr_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qpr_madt, 'g--', label=\"MADT\")\n", - "\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", + "plt.semilogx(x, Qpr_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qpr_madt, 'g:', label=\"MADT\")\n", "plt.ylabel(\"$Q_{pr}$\")\n", "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.7)\n", "plt.show()" ] }, @@ -711,44 +729,48 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 703 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, g, 'b', label=\"miepython\")\n", "\n", "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"g\")\n", "plt.title(\"Anisotropy for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.2)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } @@ -757,14 +779,14 @@ "Qbacks = abs(m-1)**2/abs(m+1)**2\n", "Qback = Qbacks * np.ones_like(x)\n", "\n", - "plt.semilogx(x, qback, '+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qback, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qback, ':', label=\"limit\")\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", - "plt.ylabel(\"g\")\n", + "plt.ylabel(\"$Q_{back}$\")\n", "plt.title(\"Backscattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(0.6)\n", + "\n", "plt.show()" ] }, @@ -794,28 +816,29 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qabs, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qabs, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qabs_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qabs_madt(m,x), 'g+:', label=\"MADT\")\n", + "plt.semilogx(x, Qabs_madt(m,x), 'g:', label=\"MADT\")\n", "\n", "plt.ylabel(\"$Q_{abs}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.title(\"Absorption Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.7)\n", "plt.show()" ] }, @@ -826,64 +849,68 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ - "plt.semilogx(x, qext, 'b-+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qext, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qext_adt(m,x), 'r', label=\"ADT\")\n", - "plt.semilogx(x, Qext_madt(m,x), 'g+:', label=\"MADT\")\n", + "plt.semilogx(x, Qext_madt(m,x), 'g:', label=\"MADT\")\n", "\n", "plt.ylabel(\"$Q_{ext}$\")\n", - "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.title(\"Extinction Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(3)\n", + "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "Qsca_adt = Qext_adt(m,x)-Qabs_adt(m,x)\n", "Qsca_madt = Qext_madt(m,x)-Qabs_madt(m,x)\n", + "Qsca_geo = np.full_like(x,1 + abs((m-1)**2/(m+1)**2))\n", "\n", "plt.semilogx(x, qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qsca_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qsca_madt, 'g--', label=\"MADT\")\n", + "plt.semilogx(x, Qsca_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qsca_madt, 'g:', label=\"MADT\")\n", "\n", - "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"$Q_{sca}$\")\n", "plt.title(\"Scattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.7)\n", + "\n", "plt.show()" ] }, @@ -894,13 +921,16 @@ "outputs": [ { "data": { - "image/png": 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06cLIkSM599xz6dGjB6NHj6Zz586+K6AxptQvXbt2NZ5atmyZx+cGgm+3fmui7njL8HSQ6fxyb5OZlZnncdu3GxMcbMz99/s5gx4o7e+JMy1L4TZv3uyTdPOTlJTks7SfeeYZ89prr+W5LyUlxZx11lnm6NGjXrueu2XJ63cMrDH5fKbqHUMptP3wdr7Y9AUAdY9dzvoJ9/OvkLdYl7qcKeun5HlOixa2l9KECbBvnx8zq5Ri6dKltGnThnvuuYfq1auXdHYKpY3Ppcy2Q9voM7UPGVkZXN7ycuLi7ABa79x0D13W/sOITiPyPfeJJ+yzDa+9Bm+84a8cK1V+jBs3Ls/tl156KTt25DthWsDRO4ZSZNuhbURPjeZU5imWDF9C1YpV2bYNQkOhWTPh4noXExIUwr7kfazbuy7X+a1awdCh8OGHsH+///OvlCodNDCUEn8f+ZvoqdGkZ6az7OZldIjoAMC2bbZx2blL9JCvhnD59MvZdSz3WBhPPgmnTukdg1IqfxoYSonZW2aTdCqJH2/+kfb12p/evm2bvRNwNn7AeE6kn+DqmVeTkpbisq91axg0CD7+GPw0L4pSqpTRwFBKPHzBw+x6YJdLUMjKyjswtKvXjpnXzWT9vvW89tNrudK6/XY4fBjmzPF1rpVSpZEGhlIgI8s++VgjrIbL9j174OTJ3IEBYECrAVx61qVM/X0qWSbLZV+fPraX0sSJvsqxUqXPvHnzEBH++OMPwA6sFx4eTufOnWnTpg3nnnsuU6ZMAeDTTz8lKiqKqKgoKlSoQIcOHYiKivL66KslRXsllQKXfX4Z7eu2570B77ls37bN/swrMADc3vV2lsQvISUthaoVz0z/FxQEY8bAo4/CH3/YsZWUKu9iYmLo1asXMTExPPvsswC0aNGCdetsR474+HiuvfZajDGMGjXq9INqkZGRLFu2jDp16pRY3r1N7xgC3NZDW4lNiKVxtdxDo2YHhtat8z53UNtBTLhigktQyDZypG2wdowKrFS5lpyczKpVq/j444+ZOXNmnsecddZZvPnmmy5DYZdVGhgC3KfrPiVYgvN8PmHbNggLK3g4bWMMqxNXk5rh2tIcEQHXXANTp2ojtAow0dHgqLIhPd2uT5tm10+csOvZw0ccO2bXsxvM/vnHrn/9tV1382nO+fPn079/f1q3bk3t2rVZu3Ztnsd16dLldFVTWaaBIYBlZGUw9fepXN7qchpUbZBr/7Zttq0gqIB3cfmO5Zz/8fl8/efXufbddhscOgRz53oz10qVPjExMQwZMgSAIUOGEBMTk+dxdiSJsk/bGALY4u2L2Zu8l1uibslz/9atcPbZBadxYdMLaVi1IZ/Hfc717a532XfJJdC8uW2EvvFGb+VaqWKKjT3zOjTUdb1SJdf16tVd1+vUcV2vX7/Qyx0+fJgff/yRDRs2ICJkZmYiItx99925jl23bh1t2rRxsyCll94xBLAuDbrwyqWv8K/W/8q1LzMT/vor/4bnbMFBwQztMJTvtn/HwZSDLvuyG6FjY22QUao8+uqrrxg+fDg7duwgISGBXbt20bx5c3blmCw9ISGBhx9+mHvuuaeEcuo/fgsMItJERJaJyGYR2SQi9+VxjIjIuyKyXUTiRKSLv/IXiBpUbcB/ev6HCsEVcu3btQvS0goPDADDOw4nIyuDWZtyD+s7apQ2QqvyLSYmhoEDB7psGzRoEC+99BJ//fXX6e6qgwcP5t5773UZNrus8mdVUgbwkDHmNxGpCqwVkSXGmM1Ox1wOtHIsPYAPHT/LnXl/zONUxikGtxuca0YoKLxHkrMOER3oFNGJeX/MY+y5Y1321a8PV19t2/qefx6cJoNSqlxYtmxZrm333nsv9957r1vne2MqzUDjtzsGY8xeY8xvjtfHgS1AoxyHXQ185hgufDVQQ0Ryt7qWccYYnl72NG+tfivPoACFP8OQ01eDv2LhTQvz3HfbbbYzhzZCK6WghBqfRSQS6Az8nGNXI8C5Yi/RsS3XvGMichtwG9iZkWKdG5yKIDk52eNzfeXP43+y4cAGHmz1YL55+/HHloSFNeDPP1eebh8orCyJJOa5PSQE6tfvwauvplK//u/FzH3xBeJ74iktS+GqV6/u1vSW3pKZmenX6/mSu2VJTU0t2nuX3ww+vlqAKsBa4No89i0Eejmt/wB0KyzNsjaD250L7zThz4eboyfzn+lpwABjOnVy3VZYWWI2xJhLP7s0z1neXnjBGDDmzz89yLCXBeJ74iktS+HK0gxu/lYmZnATkVBgNjDdGJPXEG67gSZO640d28qNk+knmbFhBte1vY7qYfnP9JTX4HmFycjKYGn8UlbtXJVr36hREBwMkycXNcdKqbLGn72SBPgY2GKMeTOfwxYAIxy9k84DjhljytX09TuO7aB+lfrc0jnvZxcAMjLg77+LHhgGnjOQyqGV+fz3z3Pta9AArroKPv3U9nZSSpVf/rxj6AkMBy4WkfWOZYCI3CEidziO+RaIB7YDk4C7/Ji/gHBOnXPYcvcWejfrne8xCQk2OBQ1MFSuUJlBbQfxxeYvOJl+Mtf+0aNtI/TXuR+SVkqVI/7slbTKGCPGmI7GmCjH8q0xZoIxZoLjGGOMudsY08IY08EYs8Zf+QsEGVkZpGWmISL59kaConVVzWl4x+EknUri6625P/379YNGjewkPkqVJyLCsGHDTq9nZGRQt25drrjiCpfjrrnmGs477zyXbePGjaNRo0ZERUXRqlUrrr32WjZvtr3wBw4cSFRUFC1btqR69eqnh+r+6aeffF+oYtAnnwNIbEIstV+tza+7fy3wuOxeSEW9YwDoE9mHEZ1G0LBqw1z7goPh5pth8WJIzLsDk1JlUuXKldm4cSMnT9o76SVLltCokWtv+qNHj7J27VqOHTtGfHy8y74HHniA9evXs23bNm644QYuvvhiDh48yNy5c1m/fj2TJ0/mwgsvZP369axfv54LLrjAb2XzhAaGALJ4+2LSMtNoU7fgsVi2bYNq1aBu3aJfIzgomKnXTKVX01557r/lFjsz3NSpRU9bqdJswIABfPPNN4B9GvrGHAOIzZkzhyuvvJIhQ4bkOzQ3wA033EDfvn2ZMWOGT/PrSzqIXgBZ/NdiejXtRZUKVQo8LrtHUgG1TYU6fPIwjy19jCcueoKm1Zue3t6ihR21+JNP4LHHCh65VSlfiJ4SnWvb4HaDuav7XZxIP8GA6QNy7R8ZNZKRUSP558Q/XPfFdS77YkfGunXdIUOG8Nxzz3HFFVcQFxfHLbfcwsqVK0/vj4mJ4emnnyYiIoJBgwbx+OOP55tWaR+eW//tA8Se43vYcGAD/Vr0K/RYT7qq5pR0KonpG6Zzx8I7cg0lfOutEB8Py5cX7xpKlSYdO3YkISGBmJgYBgxwDT779+9n27Zt9OrVi9atWxMaGsrGjRvzTSvn/1Rpo3cMAWLx9sUAhQaGU6dgxw5waifzSGSNSF685EXuW3Qf0zdMZ1jHMwkOGgRjx9pG6D59incdpYqqoG/4lUIrFbi/TqU6bt8h5OWqq67i4YcfJjY2lkOHDp3e/sUXX3DkyBGaN28OQFJSEjExMbzwwgt5prNu3Tq6devmcT5Kmt4xBIgejXvwf33+j44RHQs8Lj7etgF40iMpp7u73835jc/nvkX3cSDlwOnt4eFw000wezYcPVr86yhVWtxyyy0888wzdOjQwWV7TEwMixYtIiEhgYSEBNauXZtvO8Ps2bP5/vvvc7VRlCYaGAJE27ptefKiJwvspgpFHzyvIMFBwUy+ajLJack8svQRl3233GKn/MxnIiulyqTGjRvnGlU1ISGBHTt2uHRTbd68OdWrV+fnn+1wb2+99dbp7qrTpk3jxx9/pK4nvUMChFYlBYC/j/zNtsPbiI6MznPuBWfeDAxgA9K0gdO4oIlr97muXaFjR1uddOed3rmWUoEqOTk517bo6Giio6MB2L0798g8v/32GwA9evRg3LhxBabvnFZpoHcMAWBa3DT6T+vPsdRjhR67bRvUqmUXb7m+3fU0qtYIYwypGamA7fF0662wdi38XvIDriql/EgDQwBY/NdiujbsSt3Khd96eqNHUl4yszLpN60f93535jZ66FCoUEGfhFaqvNHAUMKOph5ldeJqt7qpgu8CQ3BQMFH1o5j02yQWbrUT+tSuDQMHwrRptr1BKVU+aGAoYT/E/0CmyXQrMJw4Yed69kVgAPi/Pv9Hp4hOjJo/in3J+wBbnXTkCMyf75trKgWlv99/IPPkd6uBoYTFJsRStUJVzmt8XqHH/vWX/emNrqp5qRhSkRmDZpCclszIeSPJMllccgk0barVScp3wsLCOHTokAYHHzDGcOjQIcLCwop0nvZKKmFv93+be3vcS2hwaKHHertHUl7a1m3LG33f4NX/vsqe43toXK0xo0bBc8/ZZyjOOst311blU+PGjUlMTOTgwYN+uV5qamqRPygDlTtlCQsLo3HjxkVKVwNDCQsOCqZVbfc+6f0RGADu7HYnwzsOp2rFqgCMGQPPPw8ffACvv+7ba6vyJzQ09PQTxf4QGxtL586d/XY9X/JVWbQqqQRNi5vG2G/Hkp6Z7tbx27ZBvXp2ZFVfEhGqVqzKqYxTvLLqFWrVO8mgQbY6KSXFt9dWSpU8DQwlaPqG6SyNX+pWNRLYeRh8fbfgbHXiah794VEeWfoI99xjh8eYNs1/11dKlQwNDCUkNSOV5QnL3e6mCr7rqpqf3pG9ub/H/bz3y3scq/ctnTvDe++BthEqVbZpYCghK3es5GTGSfq1dC8wHD8O+/b5NzAAvHTpS3SM6MgtC0Yx4q79bNoEy5b5Nw9KKf/SwFBCFv+1mArBFejdrLdbx2/fbn/6qqtqfsJCwphx7QySTiWxrPKd1Klj7xqUUmWX9koqIZVDK3Nd2+uoXKGyW8f7q0dSXtrVa8fUa6bSrm47po+BV16BhASIjPR/XpRSvqd3DCXk2T7PMv3a6W4fn33H0KKFY8M339jFTwa3G0y7eu3sSKthx/jgA79dWinlZxoYSkBqRmqRn/JMWxPHG5Wfpkr2dNAvvmi/ugNMnw7XXuuXVuG3Nj9IlXsvYNKnJzlxwueXU0qVAA0MJeDh7x+mzfg2RQoOXX7+kCEZn5/ZEBMDi+10oJw4AYcOEZLHmPLe1q9FP5LCNnP03H8zY4bPL6eUKgEaGEpAbEIskTUiC52tzdm9IR/w0oBVZzY0bWrn4AQ70l1sLBlVq3o5p7n1a9mP+3s8AOeO5/kvFmrXVaXKIA0MfnYg5QCbDm4iOjLavRP27SPtwFF2JQo12zfK+5igIBAhODkZFi70Wl7z8/KlL9EktBM7okYxd8k+n19PKeVfGhj8bMWOFQDuB4a77kK6dSUoK73QAeyaf/opXHcdHDhQvEwWomJIReYNn4GYCrwz/U+fXksp5X8aGPxsecJyKodWpmuDru6d8OSTbLnp/8ggtNDAsGPoUFi1yg6o5GNdmrTlweB4Vk3rzc6dPr+cUsqPNDD42ZVnX8lLl7zk9vhIdOnCT5E3AYUPeZ1eqxZ062ZX0tKKkUv33HtXRSQ4k+Hvjmd3Uu7J0pVSpZMGBj/r26Iv9/S4p/ADn3oKHnsMjCE+3s693LChmxcZPx46doSTJ4uV18I0bQqDRyeyIuzf3DL7bp1oRakyQgODH209tJV1e9eRZbIKPtAY205w8CCIEB8PzZvbNma3tGsHPXr4ZaLmlx9tRtCKZ/l+53zmbJnj8+sppXxPA4Mfvffze1z46YVkZmUWfKAIfPQRTJwIeDBzWnQ0TJ0KNWt6nFd3NW0Ko9s9APs6c+fCsRxNPerzayqlfEsDgx/F7oilV9NeBbcvLF1qIwFAUBDG2LmePZpSMy4Ovv7ao7wWxZOPhxDy7ST+OXGAR5Y84vPrKaV8SwODnxxMOcjGAxsL76b6wANw882nV48cgaQkDwPDuHFw110+HyqjSRO4/cquyNLX6F1niE+vpZTyPR1d1U/cfn7h++9dnkPIvnnwKDC89pqdB7QIT1h76rHHYHKLB/lhMtx0vs8vp5TyIQ0MfhKbEOve8wsNGtjFoViB4fRQrL7XqBHcdhuM/yCLoH6P0LheFZ6JfsZv11dKeY9WJfnJS5e+ROzI2PzbF44dg2HDYONGl83ZgaF5cw8v/MsvMGKEX55rePRRqBAaxLJf9/P8yufZsH+Dz6+plPI+DQx+UqVCFbo17Jb/ARs3wnff5epiGh8PdeuCx+PjHTxoR2HNnunHhxo2hDvugPgP36RqaA3u+vYufbZBqVLIr4FBRD4RkQMisjGf/dEickxE1juWp/2ZP19ZsWMF42LHcfzU8fwP6tkT9uyBrq5VTX//7WE1Urb+/WH3bvtsgx888giEZdXh7F0vs2rnKqbFTfPLdZVS3uPvO4YpQP9CjllpjIlyLM/5IU8+9+WmL3ntp9cICwnL+4D0dPuzYsVcDcVFfoYhp+BgCHE0Jfnh23v9+nDnnfDzhFF0qt2DJ358goysDJ9fVynlPX4NDMaYFcBhf14zEBT6/MIDD0CfPpDl+kR0Rgbs2FHMwAD2jqFzZ/jqq2Im5J7//AfCw4KoteoTlgxfQkiQ9nFQqjQJxDaG80XkdxH5TkT8U//hQ6efX2gWnf9BnTpBr165xrzYtQsyM70QGOrXh8aNoVKlYibknogIePJJWDarLX/9cjYAJ9J1HlClSgvxd+OgiEQCC40x7fPYVw3IMsYki8gA4B1jTKt80rkNuA0gIiKi68yZMz3KT3JyMlVOT6TsfcsPLmfc5nG8H/U+7aoXLc6tXVuDhx+O4q231hMVdbTQ431dlqJITxduvbU7mZlCpycHs/vUTt7u9LZbs9YFUjmKS8sSeMpKOaB4ZenTp89aY0zePWKMMX5dgEhgo5vHJgB1Cjuua9euxlPLli3z+Fx3vPfze6bea/VMWkZa3gesWmVMenqeuyZONAaM2bHDvWsVWpZTp4xJTHQvMS9YutTm/8pnJhnGYT7//XO3zvP1e+JPWpbAU1bKYUzxygKsMfl8pgZUVZKI1BfHV0oRORdb1XWoZHNVPGPPHcveh/bm3b6wdautQnrvvTzPjY+H0FD78JhX9Oxp54f2k0sugRtugMUv30Kn2ufy7yX/5ljqMb9dXynlGX93V40B/gecLSKJInKriNwhInc4DrkO2CgivwPvAkMcka1UC5J8fs3Nm8OcOXDjjXnujo+HyEjbscgr/vMfuO8+LyXmnjfesA+9VV4xnv3J+xkXO86v11dKFZ2/eyXdaIxpYIwJNcY0NsZ8bIyZYIyZ4Nj/vjGmnTGmkzHmPGPMT/7Mn7fN2TKHLh91YeexfOa+DA2FgQNt43Aeit1VNafrr4fLL/digoVr1AiefRZ++rIbl9W+jRkbZ5CcluzXPCiliiagqpLKmh/if2Droa00qNIg985ly+xMa6dO5Xu+1wMDwN694GFDvafuuQfat4fN77zEryM3U6VC2Wj4U6qs0sDgQ8sSlnFhswvzbl+YNw9efDHfeqKjR+HwYR8Eho8/tlVXe/d6OeH8hYbCBx9A4vaaTHizNplZmWw8kOfD70qpAKCBwUf2Je9jyz9b6BPZJ+8D3nkHfvvtzFPJOfz9t/3p9cAwZgxs2eIygqs/XHihHcvv9ddh1KwH6fVJL/Ye919wUkq5TwODj8QmxALkHxjAPgmWj2INt12QiAg45xz7OrOQKUa97NVX7TN2f0wdS2pGKvcuutev11dKuUcDg4/Ur1KfmzrcROcGnXPvvPVWePnlAs8v9nDbhXn4YVul5MdOXxER9kbp18Wt6Jn5NF9t/ooFfy7w2/WVUu7RwOAj0ZHRTL92eu5xgoyB48fh5MkCz4+Ph9q1oXp1H2UwIsKOk+3nu4abb4bhw2HZ8w/TvHJ77v727oJHnVVK+Z2ObuYDx08d59ipYzSu1jj3ThH44otC04iP9+HdAsC//+3DxAv2wQfw888VODx9EjVHjiIxKZE2dduUWH6UUq70jsEHFvy5gCZvNSFuf1zunYXcKWTzSVfVvGzZAg895NcqpSpVYNYsOL7lPFos3sjZtTUoKBVINDD4wLKEZdQIq0G7ujkGzTt61E7HNmlSgednZkJCgp8CQ2wsTJ16plHDT6Ki7FPRi74L5uU3Unhl1SukZ6b7NQ9KqbxpVZIPLEtYRu9mvQkOyvGMQloa3HVXrlnackpMtHMx+CUw3HGHfSK6Th0/XMzVXXfBDz/AU5/EknXiUQyGR3s96vd8KKVc6R2Dl+08tpP4I/F5d1OtV8/22ezSpcA0fNZVNS8iNigYAwsX+rUxWsQ+b9fk5L+olDCIZ2Kf4Zfdv/jt+kqpvGlg8LJlfy8DoE/zHIEhORl+/92tunyfPdxWkOXL4corYZp/52iuWRNiYiD1q48IOdmQa2ddy+G0cjfJn1IBRQODl/Vv2Z9pA6fRvl6OeYjmz7cV67/+Wmga8fF2pIwmTXyTxzz17m1Heh02zI8Xtc4/H14dV5sTn8xlf9Jh3tj6ht/zoJQ6QwODl0VUiWBox6G5h9ru1w8++QS65T1hkrP4eGjWLN/RMnxDxI70GhwMBw/6/c7hwQdh7HVRZMTMotkfz/n12kopVxoYvGjP8T188OsHHEw5mHtnnTowalSueZ3z4reuqvl5/XW47TbbCu4nIvD22zA46kpixl/C1KmGTQc2+e36SqkzPAoMIpL/ID/l2KLti7j727s5kHLAdcdPP8GXX9quRm4o8cDw/POwahU0zuMBPR8KDobPPoPOnY8w6pOX6TKhG+v2rvNrHpRSnt8xjPBqLsqIZQnLqFe5Hm3rtnXdMWkS3Huv/VpciOPHbU1OiQaG0NAzPae+/hqefNJvD8BVrAj/938baXfqVtKP1WHAZwP558Q/frm2UsryNDAMFJGxInK2V3NTihljWPb3MqIjo5GcAWDyZFi50q05OkukR1JBli6F77+H1FS/XbJy5UyWzq9Hw1Vz2Je8jyunDuFURv4TGimlvMvjwABsA64RkYIf4y0nth/ezu7ju/N+fiE4GFq2dCsdvz7D4I6334Yff4TwcDhyxE4w5Ie7h4gIWD6jO1WXT2D1gR/o9+lAn19TKWV51O/FGLNfRNYYYxZ7O0Ol1fp96xEkd2B48kk78fGdd7qVTsAFBhE7uBHAhx/a8vzxB7Ru7fNLt2gBy98ZyUV3VGV9ViXWdin0oXGllBd42vg8G3heRKaLSAEz0ZQf17e7nn/+8w+tazt9YBoDq1fDhg1upxMfDzVq2Ae/As5//mPvHrKDwqxZsGePTy/ZuTOs+WwQNQ5eTu/ecNfUd/n4t499ek2lyjtPe8r/YYx5AkBExgPLvJel0qtWeC3XDSK2jr4Iw0z8+afbtU7+FxIC0dH29dGjMHq0nVzhgw/sNmPcamAvqrPPth27Lh+QxYSlizAJ37Fu3zre6vdW3vNpK6WKxdM2hv4i8pCIXAqc8GaGSqOth7bSf1p/ft/3u+uO7Lp4Nxqds8XFQceOXsycr9SoAevXw7hxdv33323dzy++GeuoYUNYsTyIi3YvgJ8eYvyv47n0s0v1WQelfMCtwCAiDUVkuIjcLiK9gX7AFqAn0EhEpvoyk4Fu8fbFLP5rMVUrVj2zMS0NWrWyo8S5af9+OHAAOnXyQSZ9oUULOzAgQHq6/WrfooVdX7HCDhh4ynu9iapXh8XfhTC4xuswezo/7fiVLhO7cDT1qNeuoZRyIzCISF9gLTAAOB94G/gvcNQY86wx5iZjzM0+zWWAW/zXYlrWaslZNZ1ajI8dgwsuKNKAR3GOeX1KxR1DTt26wXff2flIAWbPthMuVKhg1ydNghdfLPZlKla0g+7dd/FNZLy2gzYbvyT1aA0ArphxBXd/czfr960v9nWUKs/cuWN4HrjQGHOjMWakMaYzMBL4SETOFZH2BZ9etp3KOMWyhGX0a9HPdUfduvYx3r593U4rOzB06ODFDJaUd96Bv/460+bw3//CokVn9t98M4wde2Y9Lg727XMr6aAgeOstmPh2XbYuuIqOHeHrb9KpGV6Tj9d9TOePOlP/9fr0ntKbGRtmAJCRlcGf//zJifQTGD/OVqdUaeRO43MFY8x25w3GmP+JyCBgIXAKKAsfZR5ZtXMVJ9JPuAaGzExbJ9SgQZHSiouzPVuzv3SXetndXAGmTHEdEqRePahc+cz6oEG2L+rMmXZ94EDo2RMeftiuf/optGkD550HgPy1nTGD69KzZ3WGDIGrrgjlwQc/5++n3mHO1hjW7l3L1kNbSc2wD+bFH4nnnPHnABASFEK1itWoVrEar1z6CoPbDWbboW08+sOjhIWEERYcRlhIGOGh4YzoNIKOER3ZcXQHc7bMoUJwBSqGVKRCcAVCg0KJjoymQdUG7E/ez4YDGwgNCiU0OJSQoBBCgkI4mWmnck06lcTBlIMEBwUTLMGnf9auVJuQoBDSMtM4lXGKIAlyWUKCQnI/MKmUj7kTGFJFpK4xxmVkOGPMVhHJBC7xTdZKBxEhOjLadf6F//7X9t5ZvBguu8zttEpNw7OnnIeLfe01130TJ0JY2Jn1oCDXRvuxY+2zIOedZxv127aFBx+k7csv8/P/sqBmDca9+QRXxD5CzNQx3P3CVHtO5xFw4gR1b7ufqVfez56WESQlHSTpx+9IatmYiMoRcPQoKS8/x5/115MaKqSmnSA1+SipIdCraS86Sn22vP8YDwbH5CrS4mGLaXAsk5UT7+f64Nm59r8f9T5s386cT+9jVIVvc+2PuyOODvuymDDtHu6rsjLX/oT7Emi2eTcvfnEPT9T8jSAJQgyIMUhwCPse3ketFb/y9NcP8kaDBBtEMjOR9AwIC+PQI4eoMHcB/176CJMiD9lE09ORtDQqVq/Nvof3wSefcPcvzzDzLEc/ktRTkJZG7YhItt6zFd5+m5FbX2VuoxRCfwm185anp9O0SXt+u/03ePZZrj80gdgmjsCfkgIZmbRp0YMVo1bAgw/Sn2msqZ91Zn9WFt3PuZjvhn4Ho0fTq9Y8/sieRDA5GYyhT8er+PL6L2HwYKJaLmVXDUeAPH4cJIgruwxhyjVToH9/Wnb/H0eqOv6+kpIgOJgbe4zm/QHvw/nnU79vHGmVKgJgjh1DYkMZ0/M+XrnsFU51bEuDa/+2D3GCrQauUIEH+jzOU72f4lDrxrQceujM3+exY1CxIk/3fZEHut/DjrMjiBpxEsIqgnHsDw/j1X+9w5gW17Pp3Eh6DUuHihUgy9j8hYfzwcDJ3FjrIn6+rC39b8zAhIZCVpYtf3g4nw2O4SrO5ofB3Rh0XZYdqiZ7f6VKzBm6gCAfjYPqTmB4DZgnItcbY053WheROsApY8yB/E8t+y5ufjEXN7/YdWPz5vDss6e/3bojPR02b7ajc5dLfXI8DjM7x4fs33+fCSzG2DuQc+wdQHjFLLhnDFdXjWLye3BBj0zWRtahccVwggHS06m5fTcjQm6CXsPs3dxts+CFoRDZG3btIurDuWwcP95WcW3fbgPPlClwzjWweTOXvhDD0WmfcuqqAaT9/hunrric9A/eo3GTC2DdJqLfmM2KT18lvXtXMn5fR8aj/yH9/8YhlZrAzp30+mQpU999gsyWLcjc+DuZEyaQ+cB9NKrWCNb8j14L1vP6Sw+RFRFB1qYNZM2dQ+aY0dQIqwF719Drv7t46ol7MdWqkbV5EyZ2GWb4MMJCwuDQIc7bnMSdl42E8HDM5k3w6xoYMoRgCYbkZHokGtKvGAYhIZhNGyF+I8E9h9jfZ2Ym5x2pQlD7a+z6po2YvfFU7u142rxCBXqmRXCsXiSNGjWy32CO7KNW6yvs/po1uehwM+q1dTx9+PvvcOIoDbPvohs14tIDZ9OyvaNXxbp1cPIkzZtfatdbteLylA5EtXfMkb52DWQZ2jSLtusdOnCVHOJw+zYIAr/+AqGhRDW90O4/91wGVc7gRPs2dn31aqhchR6NHf9/0dEMqVaFrLZ2//FFi6haN5LujboDENy3P8NqbLKdJ8AOX1OrPlH1owCo2P8KhtfehbRw9COPXQZ1I+2cKyJU6X81IyIOQbNIyMq0HS/qt+DsOmdDhQrU7D+QEQ2S7KCUaWm273WjVrZNslIl6l12DSMan4T6DZDUVPj5Z2jahmbVm4GpRqM+VzOyWZa9y05OhjVrILI9Das2ZB/uVb8WmTGm0AW4CdgBzAGeAV7ADolxszvn+3rp2rWr8dSyZcs8Pjf5VLJJSk3y+HxnGzcaA8ZMn+55GsUpSyApTjl27TLmkkvs77JTJ2NWrPBatjxSVt4TY8pOWcpKOYwpXlmANSafz1S37kOMMTOANtg2hepAOnCTMaZcd1P9cvOX1Hq1FtsPOzXB/P23HbK6iHMnl+oeSQGkcWNYssSOcn7kCFx0Edx4I+zaVdI5U6r0cLuCyhhzwhjziTHmQWPMOGNM4XNUlnGL/1pMnUp1aFGzxZmNkybZ9oVjx4qUVlycrUI8W8erLTYRuO462LIFnnnGjvt3zjnwwgt+HSRWqVJLZ3DzUGZWJt//9T19W/R17TXy6KN2mOpatfI/OQ9xcbZaO1RHePCaSpXsg9lbtsDll9vx/1q1sgPGpqSUdO6UClwaGDy0du9aDp88TP8W/V13VKsGF1+c90kFKPM9kkpQZCR89RX88IMdtfaBB6BpU9s/4NChks6dUoFHA4OHFm1fhCBc1sKpO+qsWbYnSxEdPmynV9bA4FsXXwzLl9vexL162buJZs3gwQf9Or21UgFPA4OHhrQfwidXf0KdSnXObPz8cztbWxFlj8qtgcE/LrgA5s+3v/drr4V337V3FVdcYe8svDi8k1KlkgYGD7Wu3ZqRUSNdN379tf3EKSLtkVQy2re3o5Zs326nmli/Hq6/3o7kes898NtvfpvqWqmAooHBA2v2rOHLTV+SlpnmukPEo/Es4uLs0EoREV7KoCqSyEg7vt+OHXY4p8sus53Luna1wfqZZ+wzRVlZJZ1TpfxDA4MHJq6dyJivxxAkTr++YcPs1JceyG541iFxSlZwsH3yfOZM2LvXvp3Vq8Pzz0P37vYZiTFjYMEC7dWkyja/BgYR+UREDojIxnz2i4i8KyLbRSRORLr4M3/uMMawaPsiLjnrEkKCHEM0pKfDwYN2DJQiysyEjRu1GinQ1KwJd9xhn1Xcv99WOfXqZfsXXH21vTHs0weeftr2Tj5+vKRzrJT3eDq1p6emAO8Dn+Wz/3KglWPpAXzo+Bkw/vjnD3Yl7eLJi548szE01A6Y54H4eDhxQgNDIKtTx85gOny4Hepm5Ur45hvbw+mFF2wVU3AwREXBhRdCjx72datWJZ1zpTzj18BgjFkhIpEFHHI18JljHI/VIlJDRBoYY/b6J4eFW7TdzingMsx2aqrryKBFoA3PpUuFCnDJJXYBe6fwv//ZYLFyJUyYYB+gAztYZ2RkFy66yAaKDh2gdWsbaLTaUAUyf98xFKYR4DyqTaJjW8AEhnX71nFOnXNoVqOZ3bBzp31k+bPPbN/HIoqLsyNMt23r5Ywqv6ha1c7FlD0fU1qafdJ6/Xq7xMZmMmsWfPTRmXNq1LABIntp2dI+cNe0qZ3CIyTQ/itVuSPGz/3xHHcMC40xuWZ+E5GFwMvGmFWO9R+AR4wxa/I49jbgNoCIiIiuM7MneCmi5ORkqjhPKFMIYwxJGUlUD60OQMV9+2gaE8OuG24gtWHDIl//ySfbk5gYzpQpxR96qqhlCVRlpRxgy1K5chX27w8jIaESiYmV2LUrnN27w0lMrMT+/a53mkFBhjp1TlGv3inq1UulVq00atZMp2bNtNNLrVrpVK+eToUK/u0mVVbel7JSDiheWfr06bPWGNMtr32B9t1kN+A8SXJjx7ZcjDETgYkA3bp1M9HR0R5dMDY2Fk/PPW3IEBp5eOqePXbahmLnAS+VJQCUlXJA4WU5edIOyLtzpx0BdudOYefOMHbtCmPHjur88osdgj8v4eF2SC7npUYNOypLzqVKFTthnvNSqZL9GRbmOieSp2UpLcpKOcB3ZQm0wLAAGCsiM7GNzscCqX3h2dhnSUxKZOKVE+3Aefv3255IHrYyJiXZD4XRo72cUVVqhIfbasSCqhJPnLB/avv22Z/799thVHIuW7faQX2TkmzbR1EqA0JDbYAID7c/w8KgYkXbppL9MyWlI/Xr22PzW0JCci/Bwa5L9uR8zuvZ27JfZy8iudezt2W/LsoCsGFDdUJDz6w773N+nb2e83Vh25z5entCQqW8dxSTXwODiMQA0UAdEUnETvoTCmCMmQB8CwwAtgMngFH+zF9BskwWk9dNpkuDLmdGU508GZ56yn7tr1+/yGludHTa1YZnVZBKleykgM2bu39OVpZ91iIp6UygSEmxQSYl5cxy4oTtO3HypP2Z/frkSdtekpZmhwhJS4Pk5BB27bKv09NzLxkZtvt1RoZdAveBwM4lnQGvqVq1MyNHej9df/dKurGQ/Qa420/ZKZJfd/9KYlIiL1784pmNN99s/1s9CAqgPZKU7wQF2YbxqlWhkaf1nDnExv5WpGqLrKwzgSIz0y7Z25zXs7c5vzbmzHr26+zt2Uv2PncXsD/Xr/+djh07nV533ud8l5XX68K2OfP1doA//vgD6JD/AR4KtKqkgDV7y2xCg0K58uwrz2xs3BhuusnjNOPi7JO1TZoUfqxSpU129U+gzTESEnKEMtLEQGysb8aN1yEx3GCMYfaW2Vxy1iV2cnaAuXM9fqgtmw6FoZQKRHrH4IbUjFSubH0lPZv0PLPxpZdsd49+/fI/sQDG2MAwYoSXMqmUUl6igcEN4aHhvN3/bdeNK1fCgQMep7ljh20Q1PYFpVSg0aokN6xOXE1mVqbrxooVi9U4oA3PSqlApYGhEFsObuH8j89n0m+T7AZj4LrrYOHCYqWbHRja53r+WymlSpYGhkLM2TIHgCtbO3oj7d9vnyQ6cqRY6cbFQYsW9olUpZQKJNrGUIjZW2ZzfuPzaVTN0Rm8fn37qV7Mp3fWr7ejbSqlVKDRO4YCxB+JZ92+dQxqM8huyH7KBmwHbQ/t3g3bttmJX5RSKtBoYCjA/D/mA3BtG8dw2suX2wbn9euLle7SpfbnpZcWKxmllPIJrUoqwNhzx9KjcQ+a13QMUlO9OlxwQbGn5lq6FOrW1aokpVRg0sBQgNDgUC5ocsGZDV26wFdfFStNY2xguOSSYtVGKaWUz+hHUz5iNsTwyJJHSM9Mtxs2bbJjGxfT5s12+OTLLit2Ukop5RMaGPLx0dqPWLhtIaHBjhHARo/2SqPAkiX2p7YvKKUClVYl5eFAygFW7lzJExc+cWbjhAleuWNYutQ2UTRtWuyklFLKJzQw5GHeH/PIMllc1/a6Mxs7dSp2uunpEBurA+cppQKbViXl4YtNX9CyVks61Otgp696/HGIjy92uj//bGfN0mokpVQg08CQQ2ZWJg2qNmBMlzF2Cs+1a+H11+0TacW0ZIntidSnjxcyqpRSPqJVSTkEBwXz+cDPz2y44AJITITatYud9tKl0K0b1KxZ7KSUUspn9I7BSUZWBhsPbMy9o149CA4uVtpJSbYqSauRlFKBTgODk0XbF9Hhww4sjXeMWfHii3aI7YyMYqe9fLkdZkkDg1Iq0GlgcDL5t8nUq1yP3s162w2hoXZCnpDi17gtWQLh4bZmSimlApm2MTjsPb6XhVsX8tD5D515qO3f//Za+kuXwkUX2TijlFKBTO8YHKasn0KmyWR0l9F2w44dXkt7927YskWrkZRSpYMGBodZm2bRu1lvWtVuBQcP2seTX33VK2n/8IP9qYFBKVUaaFWSw4pRK9ifvN+uhIfDm2967ZN8yRKoUwc6dvRKckop5VMaGByqVaxGtYrV7EqVKjB2rFfS1WG2lVKlTbn/qDqefpzzPz6fFTtW2A2xsTBvXrHndM6mw2wrpUqbch8Ylh5YyurE1VSvWN1uGD8eHn7YftX3Rvo6jadSqpQp11VJxhgW7l1It4bd6FTfMXpqTIztkVTMJ52zLVkCLVtCs2ZeSU4ppXyuXN8xrNmzhviUeEZ3dnRRNcY+zNaihVfST0uzTzzr3YJSqjQp14Fh8m+TCQsK48YON8LGjdCmjR1N1Uu++QaSk+GKK7yWpFJK+Vy5rkq6uPnFcMT2SCI52Q6WFxnptfQnT4ZGjaBfP68lqZRSPleuA8MN7W8g4p8Iu3LeebBihdfS3rULFi2yc/x4YaglpZTym3JdlXTa6tWQmurVJKdMsT1eb7nFq8kqpZTPlfvAEJySAn37wn33eS3NrCz4+GPb6Ny8udeSVUopvyj3lRyZlSrB/PnQoIHX0vzhB9vj9ZVXvJakUkr5TbkPDIhAdLRXk5w8GWrVgmuu8WqySinlF+W7KmnWLJp99hmkp3styX/+gblzYcQInXtBKVU6+TUwiEh/EflTRLaLyKN57B8pIgdFZL1jGe3TDK1aRZ1Vq7zabejzz22cufVWryWplFJ+5beqJBEJBsYDlwGJwK8issAYsznHobOMMd4Z2rQw773HukWLuEjEK8kZY6uRzjsP2rf3SpJKKeV3/rxjOBfYboyJN8akATOBq/14/TxlhYV5La3Vq+1oqqN9e5+jlFI+JcZLo4gWeiGR64D+xpjRjvXhQA/nuwMRGQm8BBwEtgIPGGN25ZPebcBtABEREV1nzpzpUb6Sk5OpUqWKR+fm9OqrZxMbW5fZs/9HeHimV9IsCm+WpSSVlXKAliUQlZVyQPHK0qdPn7XGmG557jTG+GUBrgMmO60PB97PcUxtoKLj9e3Aj+6k3bVrV+OpZcuWeXyus2PHjKlUyZjRo72SnEe8VZaSVlbKYYyWJRCVlXIYU7yyAGtMPp+p/qxK2g00cVpv7Nh2mjHmkDHmlGN1MtDVT3krtlmz4MQJrUZSSpV+/gwMvwKtRKS5iFQAhgALnA8QEeenzK4Ctvgxf8UyebJtcD733JLOiVJKFY/feiUZYzJEZCywGAgGPjHGbBKR57C3NAuAe0XkKiADOAyM9Ff+imPdOvjlF3j7bfu8nFJKlWZ+ffLZGPMt8G2ObU87vX4MeMyfefKGJ56AGjVg+PCSzolSShWfDolRTEuWwHffweuv22EwlFKqtCvfQ2IUU2YmPPywndtnrH8eyVNKKZ/TO4Zi+OwziIuDmTN1XCSlVNmhdwweSkmBJ5+EHj1g8OCSzo1SSnmP3jF46I03YM8e+OIL7YmklCpb9I7BA3v3wquvwqBB0LNnSedGKaW8SwODB555BtLS4OWXSzonSinlfRoYimjjRjuf8913Q8uWJZ0bpZTyPg0MRfTvf0O1arbhWSmlyiJtfC6CRYvs8vrrULt2SedGKaV8Q+8Y3LR3L4waBa1b68NsSqmyTe8Y3JCRAUOGwLFj8P33+jCbUqps08DghieegBUr4PPPoUOHks6NUkr5llYlFWLePPvMwh13wLBhJZ0bpZTyPQ0MBdi+HW6+Gbp1s3MtKKVUeaCBIR8nTtgnm4OD4csvtV1BKVV+aBtDHoyxD7DFxcE339hhtZVSqrzQO4Y8TJwIU6bAU0/BgAElnRullPIvDQw5TJwId94J/fvbMZGUUqq80cDg5K234Pbb4fLLYc4c276glFLljQYGbJvC88/Dgw/aBue5cyE8vKRzpZRSJaPcBwZj4LHHbHvC8OF2ms4KFUo6V0opVXLKda+krCx4772WzJ1rH2AbPx6Cyn2oVEqVd+X2YzAzE0aPhrlzG/PQQ/DBBxoUlFIKynFgOHHCPqdw880JvPaaztuslFLZym1VUtWqsGoVrF6dgEhkSWdHKaUCRrm9YwAICyvpHCilVOAp14FBKaVUbhoYlFJKudDAoJRSyoUGBqWUUi40MCillHKhgUEppZQLDQxKKaVciDGmpPNQbCJyENjhtKk6cKyA187b6gD/eHhp53SKekxe23NuK2i9NJelsNfFKUdB+XRnfyCVpTjvSV77ysvfV871nGXx9d9XQccE0t9XM2NM3Tz3GGPK3AJMLOh1jm1rvHGdoh6T1/ac2wpaL81lceP98bgc7pSloP2BVJbivCdF/XsqS39fhZXF139f3iyLr/9X8lvKalXS14W8dt7mresU9Zi8tufcVtB6aS6LO6+Lo7B0CtofSGUpznuS177y8veVc700l8XX/yt5KhNVScUhImuMMd1KOh/eUFbKUlbKAVqWQFRWygG+K0tZvWMoioklnQEvKitlKSvlAC1LICor5QAflaXc3zEopZRypXcMSimlXGhgUEop5UIDg1JKKRcaGAogImeJyMci8lVJ56WoRKSyiEwVkUkiMrSk81Mcpfl9yElErnG8J7NEpG9J58dTItJGRCaIyFcicmdJ56e4HP8va0TkipLOS3GISLSIrHS8N9GeplNmA4OIfCIiB0RkY47t/UXkTxHZLiKPFpSGMSbeGHOrb3PqviKW6VrgK2PMGOAqv2e2EEUpS6C9DzkVsSzzHO/JHcANJZHf/BSxHFuMMXcAg4GeJZHfgnjw//8I8IV/c+meIpbFAMlAGJDo8UV98dRcICzARUAXYKPTtmDgL+AsoALwO9AW6AAszLHUczrvq5IujwdlegyIchwzo6TzXpyyBNr74KWyvAF0Kem8F6cc2C8c3wE3lXTei1MW4DJgCDASuKKk817MsgQ59kcA0z29Zpm9YzDGrAAO59h8LrDd2G+gacBM4GpjzAZjzBU5lgN+z3QhilIm7LeFxo5jAu59LmJZAlpRyiLWK8B3xpjf/J3XghT1PTHGLDDGXA4EXFVlEcsSDZwH3ASMEZGA+n8p4mdZlmP/EaCip9cMqF+AHzQCdjmtJzq25UlEaovIBKCziDzm68x5KL8yzQEGiciH+PjxeS/Ksyyl5H3IKb/35R7gUuA6EbmjJDJWRPm9J9Ei8q6IfAR8WzJZK7I8y2KMecIYcz8wA5jk9OEayPJ7X651vCefA+97mnhIMTNXphljDmHrgksdY0wKMKqk8+ENpfl9yMkY8y7wbknno7iMMbFAbAlnw6uMMVNKOg/FZYyZg/1SWCzl7Y5hN9DEab2xY1tpVpbKpGUJPGWlHKBlcVt5Cwy/Aq1EpLmIVMA2OC0o4TwVV1kqk5Yl8JSVcoCWxX0l3eLuw5b8GGAvkI6tf7vVsX0AsBXbov9ESeezvJZJyxJ4S1kph5al+IsOoqeUUspFeatKUkopVQgNDEoppVxoYFBKKeVCA4NSSikXGhiUUkq50MCglFLKhQYGVWaIyBMisklE4kRkvYj0cGyfLCJti5n2OBHZ7Uh3o4gExFDmIvJ4SedBlT36HIMqE0TkfOBNINoYc0pE6gAVjDF7vJT+OCDZGPO6iLQBVmKHZi90wDURCTbGZHojH3mknWyMqVLEc3yWH1U26B2DKisaAP8YY04BGGP+yQ4KIhIrIt1E5CrHN/71jglO/nbs7yoiy0VkrYgsFpEGBV3IGLMFyADqiMg8x3mbROS27GNEJFlE3hCR34HzReRpEfnVcbcxUUTEKW9viZ09bIuIdBeROSKyTUSed0pvmIj84sj7RyISLCIvA+GObdPzOy6v/Hjv167KIg0Mqqz4HmgiIltF5AMR6Z3zAGPnD4gyxkRhJzZ5XURCgfeA64wxXYFPgBcKupCjiioLOAjc4jivG3CviNR2HFYZ+NkY08kYswp43xjT3RjTHggHnKeQTDPGdAMmAPOBu4H2wEjHkONtsLO99XTkPRMYaox5FDjpKNPQ/I7LJz9K5UuH3VZlgjEmWUS6AhcCfYBZIvKoyWMoZRH5D/YDdbyItMd+CC9xfIkPxo5Lk5cHRGQYcBy4wRhjROReERno2N8EaAUcwn4oz3Y6t4/jupWAWsAmzsyTkT342QZgkzFmryOf8Y40ewFdgV8deQwH8ppI6pICjsuZH6XypYFBlRmOevNYIFZENgA3A1OcjxGRS4HrsdMlAgj2w9id6pW3jDGvO6UVjZ1053xjzAkRicXOtQuQml2PLyJhwAdAN2PMLkd7RZhTuqccP7OcXmevhzjyONUYU9gkRQUddzo/ShVGq5JUmSAiZ4tIK6dNUcCOHMc0A8YD1xtjTjo2/wnUdTReIyKhItLOzctWB444gsI52Okh85IdBP4RkSrAdW6mn+0H7Ixv9Rx5rOUoC0C6ozqssOOUcpveMaiyogrwnojUwDYMbwduy3HMSKA2MM9R1bLHGDNARK4D3hWR6tj/ibexVT2FWQTcISJbsAFmdV4HGWOOisgkYCOwDzuWvtuMMZtF5Enge7HzEadj2yF2ABOBOBH5zdHOkN9xSrlNu6sqpZRyoVVJSimlXGhgUEop5UIDg1JKKRcaGJRSSrnQwKCUUsqFBgallFIuNDAopZRyoYFBKaWUi/8H/QenX/vfhSMAAAAASUVORK5CYII=\n", + "image/png": 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", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 706 + } }, "output_type": "display_data" } @@ -909,16 +939,16 @@ "Qpr_adt = Qext_adt(m,x)-g*Qsca_adt\n", "Qpr_madt = Qext_madt(m,x)-g*Qsca_madt\n", "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, qext - g * qsca, 'b', label=\"miepython\")\n", - "plt.semilogx(x, Qpr_adt, 'r:', label=\"ADT\")\n", - "plt.semilogx(x, Qpr_madt, 'g--', label=\"MADT\")\n", - "\n", + "plt.semilogx(x, Qpr_adt, 'r', label=\"ADT\")\n", + "plt.semilogx(x, Qpr_madt, 'g:', label=\"MADT\")\n", "\n", "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"$Q_{pr}$\")\n", "plt.title(\"Radiation Pressure for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(2.5)\n", + "\n", "plt.show()" ] }, @@ -929,25 +959,29 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 703 + } }, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8,4.5))\n", "plt.semilogx(x, g, 'b', label=\"miepython\")\n", "\n", "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"g\")\n", "plt.title(\"Anisotropy for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(1.0)\n", + "\n", "plt.show()" ] }, @@ -958,13 +992,16 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 704 + } }, "output_type": "display_data" } @@ -973,21 +1010,29 @@ "Qbacks = abs(m-1)**2/abs(m+1)**2\n", "Qback = Qbacks * np.ones_like(x)\n", "\n", - "plt.semilogx(x, qback, '+', label=\"miepython\")\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qback, 'b', label=\"miepython\")\n", "plt.semilogx(x, Qback, ':', label=\"limit\")\n", "\n", "plt.xlabel(\"Size Parameter\")\n", - "plt.ylabel(\"g\")\n", + "plt.ylabel(\"$Q_{back}$\")\n", "plt.title(\"Backscattering Efficiency for m=%.3f-%.3fi\" % (m.real,abs(m.imag)))\n", - "plt.legend()\n", - "plt.grid()\n", + "add_common_plot_stuff(0.7)\n", + "\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1001,7 +1046,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/09_backscattering.ipynb b/docs/09_backscattering.ipynb index 3155eb0..b07b6bb 100644 --- a/docs/09_backscattering.ipynb +++ b/docs/09_backscattering.ipynb @@ -8,35 +8,19 @@ "\n", "**Scott Prahl**\n", "\n", - "**Apr 2021**\n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { @@ -93,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -104,9 +88,9 @@ " X m.real m.imag Qback Qback ratio\n", " 5.213 1.5500 0.0000 2.925341e+00 2.925340e+00 1.00000\n", " 0.099 0.0000 -1000.00 8.630007e-04 8.630064e-04 0.99999\n", - " 0.101 0.0000 -1000.00 9.347773e-04 9.347732e-04 1.00000\n", + " 0.101 0.0000 -1000.00 9.347779e-04 9.347732e-04 1.00001\n", " 100.000 0.0000 -1000.00 9.990254e-01 9.990256e-01 1.00000\n", - "10000.000 0.0000 -1000.00 1.000000e+00 9.999997e-01 1.00000\n", + "10000.000 0.0000 -1000.00 9.999998e-01 9.999997e-01 1.00000\n", "\n" ] } @@ -150,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -162,7 +146,7 @@ " 0.099 0.7500 0.0000 1.108554e-05 1.108554e-05 1.00000\n", " 0.101 0.7500 0.0000 1.200381e-05 1.200382e-05 1.00000\n", " 10.000 0.7500 0.0000 4.658441e-02 4.658462e-02 1.00000\n", - " 1000.000 0.7500 0.0000 9.391601e-01 9.391600e-01 1.00000\n", + " 1000.000 0.7500 0.0000 9.391602e-01 9.391600e-01 1.00000\n", "\n" ] } @@ -199,7 +183,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -247,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -259,7 +243,7 @@ " X m.real m.imag Qback Qback ratio\n", " 1.000 1.3300 -0.00001 8.462445e-02 8.462494e-02 0.99999\n", " 100.000 1.3300 -0.00001 2.146326e+00 2.146327e+00 1.00000\n", - "10000.000 1.3300 -0.00001 3.757217e-02 3.757215e-02 1.00000\n", + "10000.000 1.3300 -0.00001 3.757191e-02 3.757215e-02 0.99999\n", "\n" ] } @@ -295,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -350,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -360,8 +344,8 @@ " miepython Wiscombe\n", " X m.real m.imag Qback Qback ratio\n", " 1.000 10.0000 -10.0000 3.308997e+00 3.308998e+00 1.00000\n", - " 100.000 10.0000 -10.0000 8.201272e-01 8.201267e-01 1.00000\n", - "10000.000 10.0000 -10.0000 8.190047e-01 8.190052e-01 1.00000\n" + " 100.000 10.0000 -10.0000 8.201273e-01 8.201267e-01 1.00000\n", + "10000.000 10.0000 -10.0000 8.190044e-01 8.190052e-01 1.00000\n" ] } ], @@ -395,20 +379,21 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": true - }, + "execution_count": 23, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 433, + "width": 709 + } }, "output_type": "display_data" } @@ -422,9 +407,11 @@ "Qbig = R * np.ones_like(x)\n", "\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", - "plt.semilogx(x, qback, '+')\n", - "plt.semilogx(x, Qbig, ':')\n", - "plt.text(x[-1],Qbig[-1],\"$\\kappa$=%.3f\" % kappa,va=\"bottom\",ha='right')\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", + "plt.semilogx(x, qback, 'rx')\n", + "plt.semilogx(x, Qbig, 'k', lw=0.5)\n", + "plt.text(x[-1], Qbig[-1]-0.015, r\"$\\kappa$=%.3f\" % kappa,va=\"bottom\",ha='right')\n", "\n", "kappa=0.001\n", "m = 1.5 - kappa*1j\n", @@ -432,21 +419,28 @@ "Qbig = R * np.ones_like(x)\n", "\n", "qext, qsca, qback, g = miepython.mie(m,x)\n", - "plt.semilogx(x, qback, '+')\n", - "plt.semilogx(x, Qbig, ':')\n", - "plt.text(x[-1],Qbig[-1],\"$\\kappa$=%.3f\" % kappa,va=\"bottom\",ha='right')\n", + "plt.semilogx(x, qback, 'bx')\n", + "plt.semilogx(x, Qbig, 'k', lw=0.5)\n", + "plt.text(x[-1], Qbig[-1]-0.015, r\"$\\kappa$=%.3f\" % kappa,va=\"bottom\",ha='right')\n", "\n", "plt.ylim(0,0.2)\n", - "plt.title(\"Backscattering Efficiency for m=1.5 - i $\\kappa$\")\n", + "plt.title(r\"Backscattering Efficiency for m=1.5 - i $\\kappa$\")\n", "plt.xlabel(\"Size Parameter\")\n", "plt.ylabel(\"$Q_{back}$\")\n", "plt.grid()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -460,7 +454,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/10_basic_tests.ipynb b/docs/10_basic_tests.ipynb index c90d071..60bd1ae 100644 --- a/docs/10_basic_tests.ipynb +++ b/docs/10_basic_tests.ipynb @@ -8,11 +8,9 @@ "\n", "**Scott Prahl**\n", "\n", - "**Mar 2021**\n", + "**May 2024**\n", "\n", - "Basic tests for Mie scattering in a Jupyter notebook collected in one place. \n", - "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "Basic tests for Mie scattering in a Jupyter notebook collected in one place. " ] }, { @@ -20,53 +18,38 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import unittest\n", - "\n", - "try:\n", - " import miepython.miepython as miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython.miepython as miepython" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "test_06_wiscombe_water_absorbing (__main__.absorbing) ... ok\n", - "test_07_wiscombe_absorbing (__main__.absorbing) ... ok\n", - "test_08_wiscombe_more_absorbing (__main__.absorbing) ... ok\n", - "test_09_single_nonmagnetic (__main__.absorbing) ... ok\n", - "test_12_scatter_function (__main__.angle_scattering) ... ok\n", - "test_13_single_angle (__main__.angle_scattering) ... ok\n", - "test_01_log_derivatives (__main__.low_level) ... ok\n", - "test_02_an_bn (__main__.low_level) ... ok\n", - "test_03_bh_dielectric (__main__.non_absorbing) ... ok\n", - "test_04_non_dielectric (__main__.non_absorbing) ... ok\n", - "test_05_old_wiscombe_non_absorbing (__main__.non_absorbing) ... ok\n", - "test_05_wiscombe_non_absorbing (__main__.non_absorbing) ... ok\n", - "test_11_wiscombe_perfectly_reflecting (__main__.perfectly_reflecting) ... ok\n", - "test_10_small_spheres (__main__.small) ... ok\n", + "test_06_wiscombe_water_absorbing (__main__.absorbing.test_06_wiscombe_water_absorbing) ... ok\n", + "test_07_wiscombe_absorbing (__main__.absorbing.test_07_wiscombe_absorbing) ... ok\n", + "test_08_wiscombe_more_absorbing (__main__.absorbing.test_08_wiscombe_more_absorbing) ... ok\n", + "test_09_single_nonmagnetic (__main__.absorbing.test_09_single_nonmagnetic) ... ok\n", + "test_12_scatter_function (__main__.angle_scattering.test_12_scatter_function) ... ok\n", + "test_13_single_angle (__main__.angle_scattering.test_13_single_angle) ... ok\n", + "test_01_log_derivatives (__main__.low_level.test_01_log_derivatives) ... ok\n", + "test_02_an_bn (__main__.low_level.test_02_an_bn) ... ok\n", + "test_03_bh_dielectric (__main__.non_absorbing.test_03_bh_dielectric) ... ok\n", + "test_04_non_dielectric (__main__.non_absorbing.test_04_non_dielectric) ... ok\n", + "test_05_old_wiscombe_non_absorbing (__main__.non_absorbing.test_05_old_wiscombe_non_absorbing) ... ok\n", + "test_05_wiscombe_non_absorbing (__main__.non_absorbing.test_05_wiscombe_non_absorbing) ... ok\n", + "test_11_wiscombe_perfectly_reflecting (__main__.perfectly_reflecting.test_11_wiscombe_perfectly_reflecting) ... ok\n", + "test_10_small_spheres (__main__.small.test_10_small_spheres) ... ok\n", "\n", "----------------------------------------------------------------------\n", - "Ran 14 tests in 0.018s\n", + "Ran 14 tests in 0.052s\n", "\n", "OK\n" ] @@ -74,10 +57,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -101,7 +84,7 @@ " nstop = int(x + 4.05 * x**0.33333 + 2.0) + 1\n", " a = np.zeros(nstop - 1, dtype=np.complex128)\n", " b = np.zeros(nstop - 1, dtype=np.complex128)\n", - " miepython._mie_An_Bn(m,x,a,b)\n", + " a, b = miepython._mie_An_Bn(m,x)\n", " self.assertAlmostEqual( a[0].real, 0.5311058892948411929, delta=0.00000001)\n", " self.assertAlmostEqual(-a[0].imag,-0.4990314856310943073, delta=0.00000001)\n", " self.assertAlmostEqual( b[0].real, 0.7919244759352004773, delta=0.00001)\n", @@ -112,7 +95,7 @@ " nstop = int(x + 4.05 * x**0.33333 + 2.0) + 1\n", " a = np.zeros(nstop - 1, dtype=np.complex128)\n", " b = np.zeros(nstop - 1, dtype=np.complex128)\n", - " miepython._mie_An_Bn(m,x,a,b)\n", + " a, b = miepython._mie_An_Bn(m,x)\n", " self.assertAlmostEqual( a[0].real, 0.5465202033970914511, delta=0.00000001)\n", " self.assertAlmostEqual(-a[0].imag,-0.1523738572575972279, delta=0.00000001)\n", " self.assertAlmostEqual( b[0].real, 0.3897147278879423235, delta=0.00001)\n", @@ -123,7 +106,7 @@ " nstop = int(x + 4.05 * x**0.33333 + 2.0) + 1\n", " a = np.zeros(nstop - 1, dtype=np.complex128)\n", " b = np.zeros(nstop - 1, dtype=np.complex128)\n", - " miepython._mie_An_Bn(m,x,a,b)\n", + " a, b = miepython._mie_An_Bn(m,x)\n", " self.assertAlmostEqual(a[1].real, 0.324433578437, delta=0.0001)\n", " self.assertAlmostEqual(a[1].imag, 0.465627763266, delta=0.0001)\n", " self.assertAlmostEqual(b[1].real, 0.060464399088, delta=0.0001)\n", @@ -489,7 +472,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -503,7 +486,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.4" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/11_performance.ipynb b/docs/11_performance.ipynb index 412901f..24aa94d 100644 --- a/docs/11_performance.ipynb +++ b/docs/11_performance.ipynb @@ -6,11 +6,11 @@ "source": [ "# Mie Performance and Jitting\n", "\n", - "**Scott Prahl**\n", + "This shows how much faster the jitted code is.\n", "\n", - "**Apr 2021**\n", + "**Scott Prahl**\n", "\n", - "*If miepython is not installed, uncomment the following cell (i.e., delete the #) and run (shift-enter)*" + "**May 2024**" ] }, { @@ -18,26 +18,12 @@ "execution_count": 1, "metadata": {}, "outputs": [], - "source": [ - "#!pip install --user miepython" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "try:\n", - " import miepython.miepython as miepython_jit\n", - " import miepython.miepython_nojit as miepython\n", - "\n", - "except ModuleNotFoundError:\n", - " print('miepython not installed. To install, uncomment and run the cell above.')\n", - " print('Once installation is successful, rerun this cell again.')" + "import miepython.miepython_nojit as miepython\n", + "import miepython.miepython as miepython_jit\n", + "%config InlineBackend.figure_format = 'retina'" ] }, { @@ -51,36 +37,39 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "82.6 µs ± 2.2 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "779 µs ± 62.8 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "4.41 ms ± 387 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "17.9 ms ± 2.18 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "70.6 ms ± 3.39 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "271 ms ± 41 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n", - "10.4 µs ± 574 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "17 µs ± 948 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "55.7 µs ± 2.83 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "214 µs ± 12.2 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "821 µs ± 20.8 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.09 ms ± 134 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "23.6 µs ± 551 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "197 µs ± 2.6 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "1.03 ms ± 10.2 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "4.34 ms ± 22 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "17.3 ms ± 138 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "69.3 ms ± 646 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", + "2.04 µs ± 4.5 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "4.95 µs ± 40 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "19.9 µs ± 173 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "79.6 µs ± 1 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "318 µs ± 889 ns per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.24 ms ± 19.5 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] }, { "data": { - "image/png": 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xx+HGG0MLLecVxDTjmap6yjV33XUXn376KWeccUbYoTiX8xL1Wtywwa4Yrr02nJiqu7xKFJmqeso19913H5MnT6Zp06Zhh+Jcztq8GSZNSt47cflyGyjnyi+vEoVzrnA99BAccwy0aJH4+VxZVrQ6yqtEsb2qp3xsj0mmkH5WV5jWrLE5lj77zMqXXmrLiz70UNX1WiwUeZUoUlU91a1bl++//74gvkBVle+//566deuGHYpzGbdxo92LwFNPwfjxVm7RwsY+XHhh1fZaLAQF0+tp06ZNlJaWsmHDhpCiqlp169alVatW1KpVK+xQnMuYa66xUdTvv2/l1att5LTLjGS9nvKqaUdEugHdOnbsuM1ztWrVon379lUflHOuwrZssRXiTjnFrg4OPtim9t6yxabZ8CRRNQrmisI5V/28+iqce64li5NOCjua/FcQ4yicc9Xbxo3Qv78lCLA2h9dfhxNOCDWsgueJwjkXunXr7L5WLZtqY9KkaPmss6yayYUnr9oonHPVz4ABMHgw/Pe/ULu2JYn47q0uXHl1RZGvU3g4l0/KymD0aOuxBHD00bY4UGQmV08Succbs51zVWrGDDjoIHjiiegaEC43FET3WOdcbnrkEdi0Ce64Aw48EN57D7p0CTsqly5PFM65rPjhB2jSxB5Pn26JIuLEE0MJyVVQXrVROOdyw/Dh0LIlLF5s5WHDYOTIUENylZBXicIbs50Lh6otJfrll1Y+9li47jqILBPvM8lUb96Y7ZyrtNWroVUruPhiePLJsKNxFeWN2c65jBo61MY8PP+8zbk0frw1VLv8k1dVT8657FqyxKqZAFauhNJSW2YUoKjIBsy5/OOJwjmXlg8/tLUdIlN89+lj3Vx92ZP854nCOZeQKowdC+PGWfnII+HWW2Hvva1cw789Coa3UTjnElK1kdNt2sDxx1sPpgceCDsqFwY/J3DO/c+oUXDMMTY4rkYNeOMN+Oc/w47KhS2vEoWPo3Cu/JYuhZ9+ssd16liCWL7cynvtFR0L4QpXXiUKVR2tqsWNGzcOOxTnqoWFC6FdO+vqCnDaadZo3bJlqGG5HJNXicI5t62SEksGNWrY/V132RQbYL2YHnwQzjzTyiJhRelymY/Mdi6PlZRAcTGsXx/dVrMm7LKLjYnwnksulq+Z7VwB6tt36yQBsGWLDYzzJOHS5d1jnctD8+fDDjvAokWJny8trdp4XPXmicK5PLNuna0gd955NgZi4cJt92nTpurjctWXX3w6lwdGjYKbb7bHDRrASy9B//4wYMC2a1DXr2/bnUuXJwrnqqmVK6MT9M2aBWPGRNsjzjwTWrSAnj1hyBDr3SRi90OG2Hbn0uW9npyrhj78EE4+2ZLDscfCL79YA7V3b3WVUa17PYnI70RkqIiMEJGTwo7HuapWVgajR0cn6Dv8cLjmGmjd2sp16niScNmT9UQhIs+JyHIRmRW3vauIzBWReSJyW6pjqOobqnoFcBXQI5vxOpdLYi/4b74ZBg2yx/XqwWOPQfv24cTlCktVXFEMA7rGbhCRmsBTwCnAfsD5IrKfiHQSkbfibrvGvPTO4HXO5b2nn4ZDD7VxDzVq2JrUI0eGHZUrRFnvHquqE0SkXdzmw4F5qjofQEReAc5U1QeB0+OPISICPAS8o6qfZTlk50KhCv/v/0HnztCwIey+u639sGYNNGkCe+wRdoSuUIXVRtESWBxTLg22JXM9cCLQXUSuSrSDiBSLyFQRmbpixYrMRepcFZk+3ab4jszDdOaZ8PLLliScC9N2E4WI7CUi70faGETkQBG5M/uhRanqIFU9VFWvUtXBSfYZoqpFqlrUrFmzqgzPuQpRhYcegj//2cqdO8Mrr0CvXqGG5dw20rmiGArcDmwCUNUZwHmVfN9vgdYx5VbBtkrx9ShcdbBsmd2LwKefwrRp0XKPHjZgzrlckk6iqK+qk+O2ba7k+04B9hSR9iJSG0s8b1bymL4ehct5TzxhPZUitaMjRtgoaudyWTqJYqWI7AEogIh0B5am+wYi8jLwMbC3iJSKyGWquhm4DngXmAOMVNXZ5Y5+2/fyKwqXU9avh7/+Fb76yspdu9p6ELVrWzly71wu2+7IbBHpAAwBjgZWAd8AF6rqgqxHV0E+MtuFrawsuqRomzbQrx/ccUfYUTmXWrKR2dvtHht0YT1RRBoANVR1bTYCdC5fXHONVS29+irsuit88YUPjHPV23YThYjsBPQC2gE7SDBPgKrekM3AKkJEugHdOnbsGHYoroBs2gTvvQennmrldu2gUSPr1SQCHTqEGp5zlZZO1dMk4BNgJlAW2a6qL2Q3tIrzqidXlYYOteVGP/3U5mByrrqqcNUTUFdVb8pCTM5VSz/+CH362BVEt25w/vnQvDkUbfPv5Vx+SKfX03ARuUJEmotIk8gt65FVgPd6ctmiCt8GI30aNIDx46M9mRo2hNNP9zWoXf5Kp+rpWmAAsJqgiyygqpqzNa9e9eQyrWdPmDIFvvzSEsLmzbYmtXP5pDJVTzcDHVV1ZebDci43LV1qs7f26WNTevfubWMgIt1ePUm4QpLOn/s8YH22A8kE7/XkKmvLFqhZ06qV7r0XjjrKVpI7yZfLcgUsnaqnfwD7A+OAXyLbc7F7bIRXPbny+uUXOOEESwj9+lmbxOLFNljOuUJRmaqnN4Kbc3ll9Wprd/jtb20p0U6doolBxJOEcxHpjMzO2fESzqWjpAT69oVFi+zLf8AAa5zu08fWfli2DHbcEf72t7AjdS43JU0UIjJSVc8VkZlEezv9j6oemNXInMuAkhIbDLc+aGVbuBAuv9we9+kDV19tScI5l1zSNgoROUpVPxaRtomeV9WFWY2sAmIas6/4+uuvww7H5YC2be1KItH2BQuqPBznclqyNopUieIzVT0k65FlgTdmO7AG6WSD4ESsq6tzLipZokg1llSyGI9zWfHzzzBqlD0WSb7etDdUO5e+VImipYgMSnarsgidK4chQ6B7d5gxw8qDBkH9+lvvU7++NWg7lzdKSmza4ho17L6kJKOHT9Xr6WdgWkbfzbkMW7cOHngAunSxbq6XXQaHHAIHBl0teva0+0S9npzLC4l6bBQX2+MM/aHnVRuFN2YXjk2boFYtu99rL7j4Yrj77rCjci4EbdrY6NB4FeixUZE2io3leoccoKqjVbW4cePGYYfisuj++23dh7IySxazZnmScAUsUZKAxN39KihpolDVIzP2Ls5V0uef2zQbAPvsA8ccYw3XYNN+O1cwZs+Giy6CtcGq1Lvtlni/DPbY8Bn0Xc6bMsXaHV56ycrdu1sjtScIVzB+/hki6+z89BP8618wc6aVH3006z02PFG4nPT22/DKK/a4qMim/O7ePdyYnAvFTz9Ze8PDD1v5iCNsFa2jj7Zyz57W3a9tW+sT3ratlTPYY2O7s8cCiEhNYDdiekmpauYqwDLMB9xVfyedZCdQn3xif/vOFZQJE+A//4Hrr7fywIGWGCLJIUsq0pgdeeH1wHfAe8C/gttbGY/QFbRx4+DQQ2HVKiu/8AJ89JEnCVdANmyIPh450q4gIg1zt9yS9SSRSjpVTzcCe6vq/qraKbj5hICu0tatiyaGpk0tKSxdauXmza1Hk3MF4f337Y/+iy+sfO+98PXXNv99DkgnUSwG1mQ7kEwQkW4iMmTNmmoRbkFbvx46drT/B7ABclOmwH77hRuXc1WirAzefRemBWOaDzoITjvNllcEm3umXr3w4ouTzgp3zwJ7Y1VOsSvcPZbd0CrO2yhy07JlMH48nHeelZ94wsZDHHVUqGE5V3VU7dL5l1+gdWtbiP3FF8OO6n8q3EYBLMLaJ2oDjWJuzpXLwIHQuzesXGnlG2/0JOEKyMCBtt6uqlUpjR0LQ4eGHVVa0lnhrj+AiDQMyj9lOyiXH5YutcWBbroJOneGW2+FK6+EXXYJOzLnqsCWLTBmjE1CtsMOsPPO0KqVNVrXqxedkKwaSKfX0wEi8jkwG5gtItNEZP/sh+aqq8iI6Xr17KQpMi5ot91gzz3Di8u5KjVmDJx6Krz5ppUvu8yqmXKo7SFd272iAIYAN6nqOAAR6QIMBcLrq+VyVq9ediXx3nuw0042J1nt2mFH5VwV2LgRbrjBphEoLrbBQK+/DqefHnZklZZOG0WDSJIAUNXxgE+e4ADrvDF2rFW7Ahx7rP1/RFaP8yTh8tqWLdEurbVrw7x5NmoarAfTWWflRT/vdK4o5ovIXcDwoHwhMD97IbnqZNQoOPfcaFXs5ZeHHZFzVei662DECCgttfmVxoxJvv5uNZbOT3Qp0Ax4Pbg1C7a5ArR5s00jM3q0lc88E15+GY4/Pty4nKsSCxbAFVdER4YWF8Ozz0YvnfMwSUCacz1VNz6OIvMi3b/Lymxs0MEH51T3b+eyZ9Mmm5hv551ttPQhh9jZUR60PcRLNo4iadWTiDyuqn8QkdHANtlEVc/IcIzJ4tgXm0ZkF+B9Vf1bVbyvixo+3GYynjzZTpw++MC7uLoCsXkz7L+/rbU7ZIh121u2rODmuE/VRhFpkxhY0YOLyHPA6cByVT0gZntX4AmgJvCMqj6U7BiqOge4SkRqAC8CniiqwJIlsOOO0LAh7Lqrrde+apV1cW3WLOzonMuizz+3WSpvusnGP1x//db9ugssSUDqFe6CSUjorKofxt6AzmkefxjQNXZDMGX5U8ApwH7A+SKyn4h0EpG34m67Bq85A5tC5O3y/HCuYhYvhvbtYfBgK598MrzxRvKFtJyr9jZujHbd++c/oX//6IyV119vU20UsHRaXnon2HZxOgdX1QnAD3GbDwfmqep8Vd0IvAKcqaozVfX0uNvy4DhvquopQOZW4nBbmTnTOm+ATUHz8MNw9tnhxuRclfjsM1s29KOPrPzHP9rZ0s47hxtXDknVRnE+cAHQXkTejHmqEdt++ZdHS2xG2ohS4IgUcXQBzgbqkOKKQkSKgWKANhlcK7ZQDBgAEydacqhVC/7wh7Ajci5LVG1FLFVb42GffWwAUGQ50caNw40vB6Vqo5gELMUakR+N2b4WmJHNoGIFA/zGp7HfEGwUOUVFRfnXlSvDZs+2E6fnnrPpZwYOtP+TPBgb5Fxika57qjaFQIcONtV3/fq2UJBLKmmiUNWFwEIg0/N7fgu0jim3CrZVmoh0A7p17NgxE4fLO2Vl1stvxx2tPe6rr2wgaatWdnMub5SUQN++sGiRVSv99rcwYwZMmmQjpl9/3RriXFrSWY9iLdHusbWBWsA6Vd0xrTcQaQe8Fen1JCI7AF8BJ2AJYgpwgarOrsgPkIiPo9hWWRkceSTsu68tMxrZlqfjg1whKymxgXDr10e31alj3VzHjLHlFF1CFV6PQlUbqeqOQWKoB/we+Guab/oy8DGwt4iUishlqroZuA54F5gDjMxUkij0Fe5KSqwba40adv/889GJK2vUgJ49bRGtCE8SLi/17bt1kgBbKOj77z1JVFCFRmaLyOeqenAW4smIQryiSHQSVauWDSqdM8fa65zLW6rwwANWp3rTTdGurrEiUwu4pMo9MjvmhbGdJGsARcCGDMbmMiDRSdSmTTb2Ye+9w4nJuaxbtgx2392SwOTJ1mOpTRtYuHDbfb03ZIWlU/nQLeZ2Mtbr6cxsBlVRhVz1tGhR4u3Ll9v/kHN5589/tgbpFSus/NprNgHZgAHRrq4R9evbdlch6SyFeklVBJIJqjoaGF1UVHRF2LFUpaVLbZBcomThJ1Eub6xfbw1vJ51kU2qccoq1PdSpY89H+nb3DMblxvZ6GjAgut2VWzpLob4gIjvFlHcO5nByOWDRIlt696ij/CTK5alIu8Latdb+8PrrVt5nH7jtNuvvHa9nT5sSvKzM7j1JVEo6VU8HqurqSEFVVwE52ZBdiFVPrVvDlVfCfffZ5JZt21pVU9u2Vvb/D1etXX01nHeePd5tN+uZ0adPuDEVoHQSRQ0R+d+kJyLShPRWxqtyqjpaVYsb5/kQfFX429+sHU8E7r/frsT9JMpVe5s2wdsxM/W0awd77BHtxdShQyhhFbp0vvAfBT4WkVeD8jmAV2iEaPFiuOUWa5u4996wo3Eug55/3i6RJ0+Gww7zq4cckU5j9osiMhX4TbDpbFX9IrthVUy+T+GxZYvNPtCmjf0f7btv2BE5V0lr1lg7w2mn2YpxF1wALVvCoYeGHZmLke7Y3CbYtB1PAitEJCcnScnnqqfly20Kjkg73v77+8hqV02pwrfB9G4NGtgiQXPnWrlhQ0sa/sedU9IZcHc3Nshub+B5bK6nl4BfZTc0F6tRI5sev169sCNxrpJ69oRp06xheocdYNYsu3c5K520fRZwBrAOQFWXYGtSuCrwySfWVbxePZsR+ZRTwo7IuXJautRWjPv5Zyv37g133hltoPYkkfPSSRQb1SaEUgARKbwFY0OycKGtpxJpsPYR1q5a2bLF7r/80hLFxIlWPvlkuOgia3Bz1UI6iWKkiDwN7CQiVwBjgWeyG1bF5Ns4irZtYfhw+NOfwo7EuXLYsAGOOQYefNDKXbrAN9/YiGpXLaUzzfhA4DVgFNZO0U9VB2U7sIrIh8bsX36xMUYzZ1q5Rw9fmdFVA6tXw9ix9rhuXdhvv+hqWJERoK7aSqcx+zJVfRZ4LyjXFJG7VbV/1qMrQD/8AG+9Zb2aOnUKOxrn0vSnP9lc98uWWc+Lp58OOyKXQelUPZ0gIm+LSHMR2R/4BG/MzriVK61tr3lzW8/6uuvCjsi5FL7+Gs48E+bPt3KfPvDRR5YkXN5Jp+rpAuAFYCbwNvAHVb0l24EVkoUL7Qri8cetnGiOM+dCt2EDfPedPW7QAKZOjY5/2GMPODgnp4BzGZDO7LF7AjdibRQLgYtEpH7qV4WjujZmt24NF14IXbuGHYlzSZSVwUEHwY03WrlFC5u62PtrF4R0qp5GA3ep6pXAccDXwJSsRlVB1a0x+/nnrcqpRg149FGfksPlmJkzbXlRsD/SO+6w9XYjvHtrwUgnURyuqu8DqHkUG4TnKmHBAuvdNCgn+4+5grVlS3T9h/fes0SxZImVe/eG3/wm+Wtd3kqaKETkTwCq+qOInBP39MXZDCqfRf4H27WDjz+Gu+8ONRznor7+2hZYf+cdKxcX21TFLVqEG5cLXaorivNiHt8e95zXplfAihXw619Hp9s/+GC/ench++YbmycG7OylUyebmA/sfuedk77UFY5UiUKSPE5UdmmoV88Sw+bNYUfiCkpJiSWBGjXsvqQk+lz37lYHCrbm9D/+AccdF0aULoelGnCnSR4nKrsUpk2zda0bNoQJE3zOJleFSkqsCmn9eisvXAi9etnZSu/eNjBu993DjdHlvFRXFAeJyI8ishY4MHgcKfuY4TQtWABHH21rWoMnCVfF+vaNJomIsjLrwQRQVBSdasO5JJJeUahqtas9z8UV7tq1gyFD4Iwzwo7EFaRFixJvX7q0auNw1VpeLSOVK+MoNm2ycUlz5li5d29vE3RV6Omn4ZFH7HGbNon3SbbduQTyKlHkimXLYMQI64buXJX45pvo44kT7Y9PFQYMgPpxEynUr2/bnUuTJ4oMWrXK7lu3hi++gBtuCDceVyD+8hfo2NHGPAA88wyMGWMNYj17Wt1n27bR6b6HDLHtzqXJE0WGRCb2e+opKzdpEm48Lo+tXAk33WST8oE1gP35z7DTTlauW3fr/Xv2tF4VZWV270nClZMnigxp1QrOOsu7oLss2bw52gBduzYMGwZTginX2ra1y1ef4ttlia9qXkklJXDqqdZYHbmacC7jjjvORmyOHWvz0C9ebFN9O1cF/IqiEr75Bi65JLqOhHMZM3kyXHutNUiDdaOLTPENniRclfIrigpQtXbB9u2tg8mhh4YdkcsLP/xgPZLq1rUFgUaMgJtvhg4d4Nxzw47OFTC/oiinlSvh+OPh/fetfMQRsIOnW1dZc+dCy5aWHAB69IDSUksSzoXMv+LKqVYtmxGhmi2i53KNKjz3nE3Ud8klsNdecOutcPjh9nzt2uHG51yManFFISINRGSqiJweVgwzZ1rHk8aNbVbms88OKxJXrS1fbvcidvXw6qvR8r33+jKHLidlNVGIyHMislxEZsVt7yoic0Vknojclsah+gAjsxPl9s2fD4cdtvWqkM6V2//9n1UlRS5HR46Ef/0r3JicS0O2q56GAU8CL0Y2iEhN4Cngt0ApMEVE3gRqAg/Gvf5S4CDgCyBuFFHV6dABnngCfv/7sCJw1dKKFdYl7rLL7I/o5JOjPSEgOkDOuRyX1UShqhNEpF3c5sOBeao6H0BEXgHOVNUHgW2qlkSkC9AA2A/4WUTeVtWyBPsVA8UAbTIw4dnmzTYT85VXwh572L1z27VlC/z4ow2s2bgRBg606TU6dICDDrKbc9VMGJUoLYHFMeXSYFtCqtpXVf8A/B0YmihJBPsNUdUiVS1q1qxZuYOKXwTsqafg2Wdh9OhyH8oVKlVrjL72Wiu3bAlLllhjtXPVWLXp9aSqw7a3T0XXo0i0CNgdd9hMzddcU4FgXeGYOtXaGe6+26qULr8cdtst+nzTpuHF5lyGhHFF8S3QOqbcKthWaRVdjyLRImDr11vbo3PbWLvWqpgAPvzQJuT77jsrX321d4lzeSeMRDEF2FNE2otIbeA84M1MHFhEuonIkDXlHOSQbBGwZNtdAZs2DVq0sGm8wRqvvv1266sI5/JMtrvHvgx8DOwtIqUicpmqbgauA94F5gAjVXV2Jt6volcUvgiYS6qsDF56Cd4MzmU6dbIlC9u2tXLDhj7vkst7opFJx/JIUVGRTo3M1Z+G+DYKsCl3fH2XArZ2rU3brQoHH2y9ll5/PeyonMsqEZmmqkXx2/Nq6FhFq558ETC3lf79Ye+9rXurCLzzDrz2WthRORcav6JwbsUKePppa4hu2hTGjYMJE2zm1oYNw47OuSpTEFcUziUUP0impMSqlCJ1jcuWwV132aJAYNMD3323JwnnAnl1RREzjuKKr7/+OuxwXC5I1gDVtKl1Y42sOrVokfdecAWvIK4oKtrryeWxZINkfvwRfvWr6DZPEs4lVW1GZjtXLlu2wMcfJx8M8+OPcM45VRuTc9VUXl1RuAK3ZYvN5ggwfDgcc0zygXB+BeFc2vIqUVS0e6zLA/PnQ6tWMGqUlc84wxYGGjDA2iRi1a9v251zacmrROFtFAWkrAxuvBH++lcrt20Lp5xiyQKgSRM491y49FIfJONcJXkbhas+PvkE/vtf+5KvUQO++ALqButZ1axpa1An0rOnJwbnKsEThctdZWW2WHlksZ/Bg20yvvPPt0QxZkx0tTjnXNbkVdWTt1HkgbIyuwE89hh07gylpVZ+4AGYOze6aLknCeeqRF4lCm+jqOamT7c2hIkTrdy9uw2Ya9LEyi1a2ER9zrkq5VVPLjw//2wD4o4+2pJCx462lGi9evZ8u3Z2c86FKq+uKFw1MHmyLR0K1hD973/D7GA5koYNrXvr4YeHF59zbht+ReGyS9V6KkXWMe/Xz0ZLn3aatTHMmAE7+J+hc7nMryhc5sVONHnnnbYq3E8/WfnJJ2HSpOjzniScy3l5lSi811MO+OgjWw1u7lwr9+hh3Vpr1rRyx46w006hheecK7+8ShTe6ykEa9ZAnz4wfryV27eH/faDDRusfOCBtsZ0pIHaOVft+HW/K7/PPrOpun/9a0sAzz8Pu+4KXbpAy5bRxmrnXF7wROG2TxWWLrVxDGDzJzVqZOMdate2xunIVBrOubyTV1VPLkuuuw4OOcSm8QZ44QV4443o854knMtrnijctsaMsXaGlSut3KMH3H9/NFEcdJAtJeqcKwieKBysWGEjpGfOtPKuu9p03ZFEceyxcPnlVs3knCs43kZRiFRtoBvY1UHNmjYBX5s2Nuahc2e7qnDOOfIsUYhIN6Bbx8goYBelCqtW2QR7qrbIz1FH2ZQZTZrAd9/BjjuGHaVzLgflVdVTwY+jKCmxSfRq1LD7kpLocxddZN1XwZ5/9VX429+iz3uScM4lkVdXFAWtpASKi218A8DChdCrF2zebAPeune3cQ9lZZYofvWrcON1zlUborHz8uSJoqIinTp1athhVK2WLWHJksTbIwv/OOdcCiIyTVWL4rfnVdVT3lOFjRvt8eLFcMwx8NZbVl66NPFrEiUP55wrB08UuWz5chv1DFaltOuu1jsJoFkzu49cEbZunfgYbdpkN0bnXN7zRJFLJk2CcePssSrsvz/cc4+V69e3qTMOOcTKdevaFBrduln5gQdsn1j168OAAVUSunMuf3ljdphGjYJvv4UbbrDyrbfaYj4ffWT3gwdvvRToww8nP1bPnnbft69dhbRpY0kist055yrIG7OzTdW+9MFmWX33XXjlFStfcoktDRpZCnTOHNhll2i1knPOVSFvzK4qy5ZZF1SAZ56xGVd/+cXKa9ZY43KkQfqpp2DWrOhr993Xk4RzLufkfKIQkS4iMlFEBotIl7Dj2cr69damEFlRr6QEmjeHefOs3L69tSGsXWvlP/wBJkyIzplUv370asM553JUVhOFiDwnIstFZFbc9q4iMldE5onIbds5jAI/AXWB7A0ISDWqOWL1ahvNHFnmc9o0+M1vrFEZbBDbY49BZGT4CSfAkCFWneScc9VUVtsoRORY7Ev+RVU9INhWE/gK+C32xT8FOB+oCTwYd4hLgZWqWiYiuwGPqep2W2fL3UYRP6oZ7Gz/L3+B6dPh5JPhtNOsWql5cxg0CK6/3vafMMHmTCrUaUOcc3kjWRtFVns9qeoEEWkXt/lwYJ6qzg8CewU4U1UfBE5PcbhVQJ1kT4pIMVAM0Ka8Ywf69t06SYCV+/e3NRjatLFEsfvu1qOoVSvbp3596Nq1fO/lnHPVTBjdY1sCi2PKpcARyXYWkbOBk4GdgCeT7aeqQ4AhYFcU5YooMqgt3uLFlihi2xGSDWxzzrk8lfPjKFT1deD1dPat8DTjbdrYJHqJtntjs3OuwIXR6+lbIPa0vFWwrdIqPM34gAE+qtk555III1FMAfYUkfYiUhs4D3gzEwcWkW4iMmRNpLtqunr2tN5JbdvaFUTbtlb2Uc3OOZf1Xk8vA12AXYDvgLtV9VkRORV4HOvp9JyqZvTUPadGZjvnXDURVq+n85Nsfxt4O5vv7ZxzLjNyfmR2eVS46sk551xSeZUoCn7NbOecy4K8ShTOOecyL68ShVc9Oedc5uXlehQisgKIH0HXGIjPIIm27QKszFJo25Monqo4Trr7b2+/VM8ney7XP5ewPpN0X1OZfarrZwKZ+Vyy9Zmks1+2/lcq+5m0VdVt1zpQ1YK4AUPS3DY1l2KsiuOku//29kv1fLLncv1zCeszSfc1ldmnun4mmfpcsvWZpLNftv5XsvWZ5FXV03aMTnNbmDIVT3mPk+7+29sv1fPJnsv1zyWszyTd11Rmn+r6mUBm4snWZ5LOftXqfyUvq54qQ0SmaoIBJy5c/rnkHv9Mck+2PpNCuqJI15CwA3AJ+eeSe/wzyT1Z+Uz8isI551xKfkXhnHMuJU8UzjnnUvJE4ZxzLiVPFNshIg1E5AURGSoivkBFDhCRDiLyrIi8FnYsLkpEfhf8n4wQkZPCjseBiOwrIoNF5DURubqixynIRCEiz4nIchGZFbe9q4jMFZF5InJbsPls4DVVvQI4o8qDLRDl+UxUdb6qXhZOpIWlnJ/LG8H/yVVAjzDiLQTl/EzmqOpVwLnAryr6ngWZKIBhQNfYDSJSE3gKOAXYDzhfRPbDlmpdHOy2pQpjLDTDSP8zcVVnGOX/XO4MnnfZMYxyfCYicgbwLyqxBlBBJgpVnQD8ELf5cGBecLa6EXgFOBMoxZIFFOjvqyqU8zNxVaQ8n4uYh4F3VPWzqo61UJT3f0VV31TVU4AKV537F19US6JXDmAJoiXwOvB7EfkbuTeNQb5L+JmISFMRGQwcLCK3hxNaQUv2v3I9cCLQXUSuCiOwApbsf6WLiAwSkaepxBVFVpdCzQequg64JOw4XJSqfo/Vg7scoqqDgEFhx+GiVHU8ML6yx/EriqhvgdYx5VbBNhce/0xyk38uuSern4kniqgpwJ4i0l5EagPnAW+GHFOh888kN/nnknuy+pkUZKIQkZeBj4G9RaRURC5T1c3AdcC7wBxgpKrODjPOQuKfSW7yzyX3hPGZ+KSAzjnnUirIKwrnnHPp80ThnHMuJU8UzjnnUvJE4ZxzLiVPFM4551LyROGccy4lTxQuKRFREXk0pnyLiNyToWMPE5HumTjWdt7nHBGZIyLjKnmc8SJSlKm4yvnez+TCrLmV+cxEZIGI7LKdfe6owHEvFpEnKxKTS58nCpfKL8DZ2/sHr2oiUp45yi4DrlDV47MVz/aUM95tqOrlqvpFpuLJYeVOFK5qeKJwqWwGhgB/jH8i/uxSRH4K7ruIyIci8k8RmS8iD4lITxGZLCIzRWSPmMOcKCJTReQrETk9eH1NEXlERKaIyAwRuTLmuBNF5E1gmy9NETk/OP6sYKprRKQf8GvgWRF5JG7/5iIyQUSmB685JvJziMifRWS2iLwvIs1iXnZO8HN8FbN/WvEm2y8upgYi8i8R+U8QU49g+3gRKRKRM4J4p4stUPNN8Pyhwe98moi8KyLNg+03iMgXwfu9kuD9aorIwOC9ZojI9ZHfWxDnLBEZIiKS4LWHicikINbJItIo/uxeRN4SkS4JXvtGEOtsESkOtj0E1At+tpJg24XBsaeLyNNiay4gIpcEn8FkKrEYjysHVfWb3xLegJ+AHYEFQGPgFuCe4LlhQPfYfYP7LsBqoDlQB5uYrH/w3I3A4zGv/zd2srInNi1yXaAYuDPYpw4wFWgfHHcd0D5BnC2ARUAzbEbkD4DfBc+NB4oSvOZmoG/wuCbQKHisQM/gcT/gyZjjPBo8PhUYGzxOK95k+8XF9HtgaEy5cbKfARgJXAvUAiYBzYLtPYDngsdLgDrB450S/A6uBl4DdgjKTWLvg8fDgW6xnzlQG5gPHBZs3zH4vV8c+X0F298CugSPFwC7xL1PPWAW0DT2byh4vC82rX+toPxXoBf2dxX5rGsD/y/2Pf2WnZtPM+5SUtUfReRF4Abg5zRfNkVVlwKIyH+BMcH2mUBsFdBIVS0DvhaR+cA+wEnAgTFXK42xRLIRmKyq3yR4v8OA8aq6InjPEuBY4I1UMQLPiUgt4A1VnR5sLwNGBI9fwtYjiYg8nga0Cx6nG2+y/WJ/npnAo8EV0VuqOjFR4CLyJ+BnVX1KRA4ADgDeC078awJLg11nACUi8kaS38WJwGC1eYJQ1chiOMcH71EfaALMZuu1WPYGlqrqlOB1PwZxJQo3kRtE5KzgcWvs9/B93D4nAIcCU4Lj1gOWA0ew9Wc9Atgr3Td2FeOJwqXjceAz4PmYbZsJqi5FpAZ2dhfxS8zjsphyGVv/zcVPNKaAANer6ruxTwRVGOsqEnwiqjpBRI4FTgOGichjqvpiol1jHkd+ji1Ef4504024X1xMX4nIIdgVy/0i8r6q3ht33BOBc7BEGDnubFU9KsEhTwv26wb0FZFOkaSQjIjUxc7ei1R1sVjnhbqpXhPjf38TgW1eF/xeTgSOUtX1IjI+yfEFeEFVt1qYSkR+l2YsLoO8jcJtV3CmORJrGI5YgJ3xAZyBVYGU1zkiUkOs3aIDMBeb/fLq4EwfEdlLRBps5ziTgeNEZJegHvt84MNULxCRtsB3qjoUeAY4JHiqBla9AnAB8NF23jvdeLe7n4i0ANar6kvAIzExxcb8FHCOqkau7uYCzUTkqGCfWiKyf5C8W6vqOKAPdgXTMC6m94ArJWhsF5EmRL+0V4pIw5jfRay5QHMROSx4XaPgGAuAzsFn2hpbnjNeY2BVkCT2AY6MeW5T5PcDvI+tlLdrJLbg5/8U+6ybBvuek+A9XIb5FYVL16PYNMYRQ4F/ish/sLaGipztL8K+5HcErlLVDSLyDFat81nQiLoC+F2qg6jqUhG5DRiHnYn+S1X/uZ337gLcKiKbsLaYXsH2dcDhInInVtXRYzvHSTfedPbrBDwiImXAJqwNIdbFQFPgjaA6ZomqnhpUZw0SkcbY//TjwFfAS8E2AQap6uoEMe0FzAh+D0NV9UkRGYq1HSzDqui2oqobxRra/yIi9bAqyROx9oJvsM4Gc7Cr0Hj/Bq4SkTlYwvkk5rkhQSyfqWrP4DMYEyS9TcC1qvpJcJXzMdYWNj3Be7gM82nGnYshIj+pavyZt3MFzauenHPOpeRXFM4551LyKwrnnHMpeaJwzjmXkicK55xzKXmicM45l5InCueccyl5onDOOZfS/wfAs3IJfFDLDwAAAABJRU5ErkJggg==\n", 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jR+vSpUtOx3P7tf/4449ZmrmbmJhonT59Olu5W5ZlHThwwCpWrJglyapQocIVv3exsbGZ9u3atctKSUlxe87mzZut4sWLX/G+cqVZtbnNL6v/rrmZ2Xvs2LFM98KMLl68aHXr1i3t/35SUlKmmOzMoPXE/6dHHnkk7Xqu3hVx6dKltPtIVvMCAOBK6NkLAAByrHz58rrvvvskSUuXLtXSpUt9mk94eLhef/31TPuLFSuWNlvt+PHjatWqlR588MFMcZUqVVJUVJQkaeXKlVe93vjx41W8ePFM+2+77Tb16tVLkvTNN99k6uf42muvKSUlRc2bN9eLL77ocuyAgAC9//77Kly4sM6cOaOvvvrKbR4RERG5Xihv9uzZOnDggCTpmWeeUZMmTTLFVK9eXW+88YYk6dy5c5o8eXKurunO4cOH0x536NDBbZzD4VDp0qWvONZbb72lSpUqZdrfuXNnjR49WpL0888/a8OGDW7HaN68ucaMGePy+o888ogkM+Nw7dq1TscTExP11ltvSZLuu+++tJ+Jy5UuXTrt+7pq1Srt2rXLbS7R0dHq1q2by2PeuJ4rqf8+pUuXVoMGDdzGFSlSREWLFs3W2O5s3bpVt956q1JSUlSrVi19/fXXTgsAeuJrz+rPXVBQkEJDQ7P9Nbz//vs6d+6cJOl///vfFb93YWFhmfbVrl07rW+zKw0bNtSdd94pydx37M7PDuXKlVOpUqXcHi9UqFDav+++ffv022+/5fhanviZunjxYtp9slGjRnryyScznR8cHKyJEyeyoCUAwGMo9gIAgFx5/PHHVaJECUnSc88959NcBgwY4PYP5kaNGqU9vvnmm92O0bhxY0lmMZ1Tp065jWvYsOEV3/4+atQoSaYImHHBn8TERH3//feSzFvyr1S8KVWqlBo2bChJmQqJGd18880KDAx0ezwrFi9eLMkUMFNzd2Xw4MEqWbKk0zmeVrly5bTHrhYey6rSpUvrpptucns849d5pa/l1ltvdfvvlPFnYPfu3U7H1q9fn1boHzJkyBVzzVhcvNK/9bBhw9we88b1XEn99zl58qS+/fbbbJ2bE8ePH1e/fv105swZlShRQt99953Kli3rFOOJrz3jz503XsiYN2+eJNMm4Eo/l1l18uRJ/fnnn4qJidHWrVu1devWtELotm3bnBak9EV+drh48aL279+vbdu2pX0PrAwLbG7atCnHY3viZ+qXX37RyZMnJUkjR45UQIDrP7/DwsLUvXv3HOcKAEBGFHsBAECulC1bVg899JAkafXq1VqwYIHPcomIiHB7LONssKzGnTlzxm1cixYtrphLxh6wW7duTXu8bdu2tNlzTz/9dKaV4C//+PnnnyU5zzq8XMZCdk6l5lijRo0r9vosVKiQmjZtmunr8qSaNWuqffv2kkyP1sjISI0dO1ZLlixJ+95lRdOmTRUU5H6JiiZNmqhQoUKSrvy1XHvttW6PlSlTJu3x5T8vqf92ktSmTZsr/jtnnCGe039rb1zPlRtvvDHt/0lUVJS6dOmif//73/rll1+UnJycrbGu5tKlSxowYID27t2rgIAAffbZZ4qMjMwU54mvvV27dqpVq5Yk6aGHHlLLli31z3/+U2vWrNGlS5dy9XUkJiam/Yy1b9/+ii/yXMmWLVs0atQoVa5cWWXKlFGdOnXUoEEDNWzYUA0bNtS4ceMkSSkpKWlFRjvzs0NCQoL++c9/qnHjxgoJCVH16tUVGRmZ9j1IvT9J5oWCnPLEz1TGPrzZ+Z0BAEBuUOwFAAC59sgjj6QVf8aOHeuzPIoVK+b2WMYZVVmNu1Lh6mqLH1WsWDHt8YkTJ9IeHz169IrnuXOlIufVWhlkRWqOGfN2J7UtQsavy9M+++wztWnTRpIpkL/00ku64YYbVKpUKXXs2FEfffSRLly4cMUxrvZvFBQUlFasvdLXktOfF7v/rb1xPVfKli2r7777TlWrVpVlWVq6dKkeeeQRXXfddSpTpowGDhyouXPn5iiXy91zzz1pLVX+9a9/qU+fPi7jPPG1BwcHa86cOapXr54kacOGDRozZozatm2rUqVKqVevXvr0009zVNA+ceJE2ozTjDOIs2PixIlq1qyZJk+enKUC/fnz523Nzw579+5Vw4YNNWbMGG3evPmq/xbZ+R5czhM/UxkL7tn5nQEAQG64n+oAAACQRaVKldIjjzyisWPHav369Zo7d676/n979x9TZfn/cfxlwOEgaUJiKJpQ6eav8vcsIStLKz+YWibThFBJTCutxJkTdU7nJkFNUtJNsRpuDLE0EU0C/FmKcpyYihI2BbSNplCacuT+/sE4HxTO4ddB/fB9PrazOe/ruu/3dZ37vpzvc13X/Z//3O+wWlRTZ77VTE6sXr1ar776aoPqeXp62j3W3C0campIu2ouk24pfn5+OnTokDIyMpSamqrs7Gzb0vR9+/Zp3759iomJUVpamt2Z2ve7LTW/66ysrFpbD9jjKCnk6LtuievZExQUpPPnz2vr1q1KS0vTvn37dOnSJZWVlSk1NVWpqakaPXq0RKiwJAAADWxJREFUUlNTHSbLHYmNjdXGjRslVS2Bnz9/vt2yzmp77969dfLkSe3YsUM7duxQdna2CgoKdOPGDaWnpys9PV2xsbFKS0trUr9JTRs7zpw5o8jISFmtVnXq1Enz58/XSy+9JH9/f7Vr1862fc3GjRs1ffp0SU2/tx/kWb1Tp05VYWGh2rRpo/DwcIWEhKhXr17y8fGRu7u7pKpZzdXPSXOeb2fcUzWvX1+/3otxFQDw/wPJXgAA4BRz587Vl19+qdLSUkVHR9udgVdT9azIyspKh+X++ecfp8ToTFeuXGnw8ZpL/WsmDCoqKhy+BOleqo6xITMGq9tWs10tZeTIkRo5cqQkqbS0VHv37tX69ev1888/q6CgQJMmTVJubq7DOO2xWq22mXct0Zaa37XJZGrx7/peX89sNmvKlCm2fYR///137dy5U/Hx8crPz9fu3bu1aNEixcXFNfrcu3btUlRUlKSqJfRff/21w/LObLuLi4vGjRuncePGSZJKSkq0a9curV27VseOHdOxY8c0c+ZMbdu2rcHn9Pb21kMPPaTKykoVFxc3OqbExERZrVa5uLgoKyvLNvv4bo3ZusGZ8UlVyUzDMFpsPD9z5owOHDggqWoLnBUrVtRZrql9cDdn3FM1x5UrV6443EKoqTOJAQC4G9s4AAAAp2jXrp1t5l1ubm6D3gZf/WK3+v5zfvbs2WbH52xHjx5t8PGaSYI+ffrY9onds2dPywTXBNUxXrhwwWHSoaKiwpZcvdeJ6kcffVSTJk1SRkaGxo4dK0myWCw6d+5cneUtFousVqvd8504ccK2F2tLtKXm3qH34ru+19e72xNPPKEPPvhAR48eVdeuXSVJycnJjT7P6dOnFRISotu3b6tbt27atm2bbdamPS3Z9s6dO2vatGk6fPiwBg4cKEn68ccfG7VFgJubm+0e279/f6NncZ46dUpS1Qsk7SV6pTv3mW2M5sYnNWw8r6ystPu81qe6DyQpJCTEbrn6+qChM5edcU9Vv2BTaty/GQAANAfJXgAA4DRz5syxLWFdsmRJvQmDgIAASdLx48ftls3Ly7vjJTcPipMnT9qdUSrJtvzcxcVFL7zwgu3v27Zta5upmpWVpSNHjrRonA318ssvS6paSlwde11SUlJ07dq1O+rcD9V9KNl/CdNff/2lHTt22D1HzXa2RFsCAwNtM/sSEhJUVlbm9Gvcz+vZ0759e9vLqBr7gqzS0lIFBwerrKxMnp6e2r59e4P2Mr0XbXdzc9OIESMkVc0Kv3r1aqPqBwcHS5IKCwv1ww8/NKpu9Y8WjvZXvnz5cqPP66z4pP+O546SrWlpabbxo7Fq/nDjqB8SEhIcnsdsNtv+fPPmTbvlnHFPDRo0yLbP9rfffmv337mioqIH6sc/AMD/NpK9AADAaTw9PbVgwQJJVcnQtLQ0h+WrEyfFxcXasmVLrePl5eWaNm2a8wN1kvfee6/OJclJSUm2to8bN67WC48WLVpkm10WEhKigoICu9e4ffu2kpKSdOnSJSdGXtv48ePVpUsXSdLKlSt14sSJWmUuXryoTz/9VFJV0jo8PLxFYrFYLLJYLHaPG4ahvXv3Sqqapefv72+37Mcff1zndg7Z2dlav369pKqETHVy0pnMZrOtvy5fvqyQkBCHS9jLy8sVHx//wF9v9+7dKikpsXv82rVrth8xqhOADVFRUaG33npLBQUFatOmjb755hv179+/QXWd0fb9+/fr/PnzduvcunVL2dnZkqSHH35YPj4+DYqt2pw5c2x7b8+cOVN5eXl2y979vPfo0UOSlJ+fr19++aVW+evXr2vy5MnNeiFZc+KT/jue//rrrzp48GCt4yUlJfrwww+bHF91H0jS5s2b6yyzbt26eleV1ByPHY29zrin3N3dbeOkxWLR6tWra9WzWq2KiIiwrTIAAKC52LMXAAA41axZsxQTE6OSkpJ6Z/W98847Wrp0qcrKyjR9+nSdP39eo0ePVps2bZSTk6PY2FgVFRVpwIABDmfR3g+DBw9WTk6OBg8erAULFqhfv366du2aUlJSbPuLtmvXTjExMbXqDh8+XNHR0Vq2bJkKCwvVv39/TZ8+XaNGjVLnzp118+ZNXbhwQYcPH1ZKSoqKi4t18uRJ29L4luDm5qb169crODhY5eXlCgwM1Pz58zVy5Ei5urrq0KFDWrVqlW2Lh5iYGHXs2LFFYrFYLAoPD9eQIUMUHBysgQMHytfXVxUVFSosLNSmTZv0008/SZLeeOONWsn0as8884x+++03DRo0SAsXLtTQoUN18+ZNpaWlKS4uTlarVa6urvrqq69apB2SFBUVpYyMDGVkZGjXrl3q3bu3IiMj9eyzz6pDhw4qLy/X2bNnlZWVpe+//15ms1lz5sx5oK+3ZcsWBQcH65VXXtGoUaPUt29feXt7q7y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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 701 + } }, "output_type": "display_data" } @@ -104,13 +93,15 @@ " resultj[i]=a.best\n", "\n", "improvement = result/resultj\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.loglog(N,resultj,':r')\n", "plt.loglog(N,result,':b')\n", "plt.loglog(N,resultj,'or',label='jit')\n", "plt.loglog(N,result,'ob', label='no jit')\n", "plt.legend()\n", "plt.xlabel(\"Number of sphere sizes calculated\")\n", - "plt.ylabel(\"Execution Time\")\n", + "plt.ylabel(\"Execution Time (sec)\")\n", "plt.title(\"Jit improvement is %d to %dX\"%(np.min(improvement),np.max(improvement)))\n", "plt.show()" ] @@ -124,36 +115,39 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "282 µs ± 31 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "719 µs ± 72.7 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.06 ms ± 152 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "12.7 ms ± 166 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "50.4 ms ± 1.5 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "203 ms ± 10.8 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n", - "10.3 µs ± 146 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "17.2 µs ± 401 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "59.6 µs ± 2.24 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "217 µs ± 4.85 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "828 µs ± 21.6 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.2 ms ± 122 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "91.6 µs ± 999 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "221 µs ± 6.84 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.05 ms ± 10.3 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "4.4 ms ± 26.3 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "17.4 ms ± 140 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "69 ms ± 775 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", + "2.82 µs ± 22.2 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "5.03 µs ± 41.7 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "19.5 µs ± 277 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "77.5 µs ± 638 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "295 µs ± 2.34 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.17 ms ± 13 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] }, { "data": { - "image/png": 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\n", 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SkqLz+pUqAAAAAAD5SE6WfvrJ8fXhwyU/v+xx1arSn3+WfF5AaUaxFxVGfLyUkeGcuTIypP9qn2XKiBEjHF5r166d9Xjv3r0217777jtJ5qZnY8aMcTjHkCFDVLVqVZvnAAAAAABQUIYhbdwojRsn1a4t9e4tnT9vPzYoSBo61GznsHix+f/07t1dmi5Q6tDGARWGo38ciurcOefO5wrNmzd3eC04ONh6fO6iF/fHH39IkurXr2/TKuFiPj4+atOmjWJjY63PAQAAAACgoE6ckLp2tV2s9dln5gZr9sTElM0N1IGSwspeVBgBAc6dLzDQufO5QuXKlR1e8/DI/naQcdES6H///VeSVKtWrXzvUbt2bZvnAAAAAABQUDVrSv362Z7Lq0sghV7AFit7USDh4eE247S0NDdlUnQhIZKnp3NaOXh5SXXrFn+essZSgH9FDcNwQSYAAAAAgLJq61YpM1Nq08b+9agoafly89hikSpVklJSJF9f1+UIlFWs7EWFUaWKNHCgc+YaONCcr6LIavFw9OjRfGOPHTtm8xwAAAAAAE6dkt54wyzwtm4tPfaY49gbbpA6dpSeeUbat0/65hsKvUBBsbIXBRIXF2czjo+PV2hoqJuyKbrx46XPP3fOPBVJy5Yt9dNPP2nfvn06fvy4w769aWlp2rJli/U5rlaQlccAAAAAANdbvlyaODF7/M035oZq9t416+NjbtIGoPBY2YsKJSJCuqgjRaG1bCn16OGUdMqMa665RpLZomHu3LkO4z7//HOdPXvW5jmu5OfnZz1OSUlx+f0BAAAAAPYNHmy7l05mpvTBB+7LByivKPaiQrFYpPnzJX//oj3f31+aN6/iNYAfOHCgLr30UknS888/r61bt+aKOXjwoCZNmiTJ3AguytFWqSWoTp061uPdu3e7/P4AAAAAUFGdPSu9+650+rT96/7+0tCh2eOQkLK58TlQ2lHsRYXTtq20ZEnhC77+/ubz2rYtmbxKM29vb7377ruyWCw6d+6cunbtqqefflo//PCDfv75Z7322mu68sordfjwYUnSK6+8ourVq7s8z6uuusp6/MADD2j9+vX6559/tGvXLu3atUvp6ekuzwkAAAAAyrPYWGnkSKlOHWncOGnBAsext98u3XKL2cJh3z7pnntclSVQcVDsRYXUu7e0fn3BWzq0bGnG9+5dsnmVZtdff72io6Pl6+ur8+fPa9q0aeratas6deqkBx98UMePH5enp6eef/553X333W7JsXHjxhr636+KV61apR49eqhp06Zq0qSJmjRpovj4eLfkBQAAAADl1VtvSR99JCUnm+PoaMexnTubxeA+fSRPT9fkB1Q0FHtRYbVtK23fLq1da/YOuvgfGi8vacgQ8/q2bRVzRe/FRo8erZ07d2rixIlq0aKF/P39ValSJTVq1Eh33HGHtmzZosmTJ7s1xw8//FAvvfSSOnTooKpVq8rDg29zAAAAAFBSLu7g98sv5v+1AbiHxTAMw91JoOyJj49XaGioJLNXa0hISIGf+88//yg9PV1eXl5q0qRJSaVYaAkJ5k6g586ZfYPq1pWqVHF3VhVLZmamPP+ruj/zzDN6/PHH3ZJHaf0aBQAAAABXMgzphx+kH3+UHnnEfkxGhlSvnnT4sLloqn9/6amnpFatXJsrUBYVp77miFexZwDKiSpVKO66W0JCgvW4atWqbswEAAAAACqu8+elWbPMlgz//GOeGzxYatgwd6ynp/T441JKijRihFSjhmtzBWCLYi+AUuP333+3Hjdt2tR9iQAAAABABebtLb3yivTvv9nn5s0zV+za46ZtWwDYQTNLAG6VlpamrVu3atGiRbrrrrskSf7+/urataubMwMAAACAisnXV7r1Vttz8+ZJmZnuyQdAwbGyF4BbHTp0SK1bt7Y59/TTT8vf3989CQEAAABAOXf8uPThh1LNmtLIkfZjIiOlN980j5s2NTdiS02V/PxcliaAIqDYC6BUCAgIUMuWLTVhwgSNGDHC3ekAAAAAQLnz66/SM89IK1ZI6elSixZmn12LJXds27bS1KlS375S5872YwCUPhR7AbhV/fr1ZRiGu9MAAAAAgHLv/Hnpiy+yxzt2SJs2SR075o61WBz36AVQetGzFwAAAAAAoALo1k1q0MD2XHS0e3IBUDIo9gIAAAAAAJRxGRnSN99It9xirti1x8PD7MUrSZUqmf166aIHlC+0cQAAAAAAACjDZsyQXntNio83x/XqSS+9ZD82KkqqU0caOlSqWtV1OQJwDVb2AgAAAAAAlGFHj2YXeiXpgw/MDdjsCQ2V7riDQi9QXlHsBQAAAAAAKMOiomzHR49KX3/tnlwAuBfFXrich4f5ZZeRkSHDMNycDWDLMAxlZGRIyv5aBQAAAAB32b9feuYZ6ZprpMxM+zEtWkgdO5rHbdtKs2ZJV13luhwBlB707IXL+fj4KDU1VYZhKCUlRX5+fu5OCbBKSUmx/hLCx8fHzdkAAAAAqKjOnpUGD5ZWr5ay1kmtXy9FRNiPnzFD8veXrrjCZSkCKIVYtgaX8/f3tx4nJCS4MRMgt5xfkzm/VgEAAADAlapUkQ4fzi70SlJ0tOP4q66i0AuAYi/cICAgwHp86tQpnTp1yvq2ecBdMjIyrF+PWXJ+rQIAAABASXDU3dBiyd2L9/PPpXPnSj4nAGUXbRzgcj4+PqpRo4ZOnDghSTp+/LiOHz8uT09PWSwWN2eHiihnn94sNWrUoI0DAAAAgBKRmiotW2au1G3cWJo5037cyJHS//4nBQRIw4ebxV/WpADIC8VeFEh4eLjNOC0trVjzXXLJJUpNTdXZs2et51jdi9KiatWquuSSS9ydBgAAAAA3SkiQ4uOl8+fNAmtIiNlaobi++kq67TYp602F1apJL74o2dvOpnZts2dvhw5SpUrFvzeA8o9iL9zCYrHo0ksvVXBwsM6cOaOkpCSKvXArT09PVa5cWUFBQWwaCAAAAFRQhiHFxkqzZ0tLl0o5/5vq6SkNHCiNH29uklbUN6Y2b55d6JWk06elL7+Uhg61H9+jR9HuA6BishiGo+4wgGPx8fEKDQ2VJB08eFAhISFuzggAAAAAgKL77Tdp1CgpLi7/2PBwaf58qW1b+9fT081isKen/es9e5pF5Sw33WQWlwFULCVRX2ODNgAAAAAAUKF9+63UvXvBCr2SGde9u/m8nHbulB59VKpXT1q1yvHzszZe69ZNmjtX+vDDouUNABejjQMAAAAAAKiwfvvNbM+QmFi45yUmms9bv95c4XvnndJ772Vfj46W+vWz/9zBg6WrrjI3ZwMAZ2JlLwAAAAAAqJAMw2zdUNhCb5bERGn0aHOe1q1tr33xhfTvv/afV7kyhV4AJYNiLwAAAAAAqJBiYwveusGRP/6Q1q2Thg+XfHyyz6emSt98U7y5AaCwKPYCAAAAAIAK6a23nDdPtWrSgAFSrVrSpElmEXj4cOfMDwAFRc9eAAAAAABQ4SQkSEuWOGeuxYvN+d58UwoKkry9nTMvABQWK3sBAAAAAECFEx8vZWQ4Z66MDOnQIalGDQq9ANyLYi8AAAAAAKhwzp937nznzjl3PgAoCoq9AAAAAACgwomPd+58gYHOnQ8AioJiLwAAAAAAqFAWLZIGDXLefF5eUt26zpsPAIqKYi8AAAAAAKhQ+vSR/P2dN9/AgVKVKs6bDwCKimIvAAAAAAAod3btkhIS7F8LDJSGDHHevcaPd95cAFAcFHsBAAAAAEC5kJgozZsn9eghNWkiffyx49ioKLP1Qo0axbtny5bm/QCgNKDYCwAAAAAAyoU77pAiI6X1681xdLTj2G7dpP37pa+/LnpLB39/s7hssRTt+QDgbBR7AQAAAABAuTBihO140ybpjz/sx1oskqen1LattGRJ4Qu+/v7m89q2LVquAFASKPYCAAAAAIAyITVVio11fL1vX6lOnexxcLDZuzc/vXubq4HDwwuWR8uWZnzv3gWLBwBXodgLAAAAAABKta1bpfvvN3vs9uwp7dtnP87LSxozRrruOumzz6TDh6UBAwp2j7Ztpe3bpbVrpcGDzVW/F889ZIh5fds2VvQCKJ283J0AAAAAAACAIykpUkSEdOZM9rl586Rp0+zHP/NM0XvoWizmvSIipIQE6dAh6dw5KTDQLDRXqVK0eQHAVVjZCwAAAAAASi1fX+nWW23PxcRImZn24521WVqVKlKLFlKHDuafFHoBlAUUewEAAAAAgFvt3i39+KPj61FRtuPQUOnkyZLNCQDKIto4AAAAAAAAl0tMlD7/XJo719zsrFUrszevvZW57dpJ115r9smNjJSaNHF5ugBQJlDsBQAAAAAALvfzz2bhNsv27dKvv0pXXpk71mKRvvrKZakBQJlFGwcAAAAAAOByERFS/fq25+bOdUcmAFB+UOwFAAAAAABOl5oqLVok7d1r/7qHh+3K3ksukapXd0lqAFBuUewFAAAAAABOExcnPfCAVLeuNHiw9M47jmMjI6XrrpM++0w6dEh6+mmXpQkA5RLFXgAAAAAA4DRz50ozZ0onT5rjefOk9HT7sWFh0ooVZlHY19dlKQJAuUWxFwAAAAAAOE1UlO346FHpm2/ckwsAVDQUewEAAAAAQIHt3i29/LJkGPavt2wptW+fPe7WTapUyTW5AUBFR7G3HDh06JBmzpypPn36qF69evLx8VHt2rU1aNAg/fzzz+5ODwAAAABQxmVkSPPnSxERUuPG0iOPSN9/7zj+gQekKVOkv/+W1q+XevVyWaoAUKF5uTsBFN+sWbM0ffp0NWrUSL1791bNmjX1zz//aOnSpVq6dKkWLFigoUOHujtNAAAAAEAZ5eEhvfCCtHNn9rnoaHPVrj3Dh7smLwCALYthOHrjBcqKxYsXq0aNGup20b+yGzZs0NVXX63AwEAdPnxYvk7sdh8fH6/Q0FBJ0sGDBxUSEuK0uQEAAAAApc9LL0mPPpo99veXjhyRAgPdlxMAlGUlUV+jjUM5cPPNN+cq9EpSt27d1LNnT/3777/avn27GzIDAAAAAJQFqanS4sXSnDmOY267TfL0NI8vuUQaO1a6cME1+QEACqbCF3uPHz+u5cuXa+rUqerXr5+qV68ui8Uii8WiyMjIQs114MABTZo0SS1atJC/v7+Cg4PVoUMHvfLKK0pKSiqZF5APb29vSZKXFx07AAAAAAC24uPN/rp160qDBkn/+5+UkmI/tk4daepU6bPPpEOHpNdfl2rUcG2+AIC8VfgKYK1atZwyz4oVKzRixAidPXvWei4pKUmbN2/W5s2bNWfOHK1cuVINGzZ0yv0K4sCBA/ruu+9Uu3ZttWrVymX3BQAAAACUDRcuSDNnZo9PnZKWLZMGD7YfP3WqS9ICABRRhV/Zm1NoaKj69OlT6Odt3bpVQ4cO1dmzZxUQEKDnnntOP/74o1avXq077rhDkvTXX3/p+uuv1/nz552dtl1paWm67bbblJKSopdeekmeWe+1AQAAAADgP40bS927256LjnZPLgCA4qvwxd6pU6dq2bJlOnr0qA4cOKB33nmn0HPcf//9SkpKkpeXl1atWqUpU6aoc+fO6tWrl95991299NJLkqSdO3dqxowZdufI2T6iII/Y2FiH+WRmZmrMmDFav3697rjjDt12222Ffk0AAAAAgLJv927piSek9esdx4wZk33ctas0dGjJ5wUAKBkVvo3DU089Vaznb9682Vp4HTt2rDp37pwr5qGHHlJ0dLR27NihmTNnavLkydZeulmGDx+uc+fOFfi+tWvXtnveMAzdcccd+vDDDzVy5Ei9/fbbBX8xAAAAAIByYeVK6aWXpHXrzPE//+RewZtl8GDz+qhRUtOmrssRAOB8Fb7YW1xLly61HkdFRdmN8fDw0KhRozR58mSdPn1asbGx6t27t03MrFmzip1LZmambr/9dkVHR2v48OGKiYmRh0eFX7wNAAAAABXOnj3ZhV5JWrpU+vdfKTg4d6y/v/Tssy5LDQBQgqgEFtOGDRskSf7+/mrXrp3DuB49eliPv//+e6fnkbPQO2zYMH3wwQf06QUAAACACurWWyUfn+xxSoq0YIH78gEAuAbF3mLasWOHJKlx48by8nK8ULp58+a5nuMsmZmZGjt2rKKjozVkyBB9+OGHFHoBAAAAoJxKTZUWL5aGDJGSkuzHBAdLAwZkH997r9Szp8tSBAC4CW0ciuHChQs6efKkJCkkJCTP2GrVqsnf31+JiYk6ePCgU/N4+umnFRMTo4CAADVt2lTP2nn/zYABA9S6desCzxkfH5/n9SNHjhQ2TQAAAABAMRiG9PDD0rx50n//FdWNN0qO9uSeNMnsx3vjjZKvr+vyBAC4D8XeYsi5oVpAQEC+8VnF3vPnzzs1j3379kmSzp8/r+eee85uTP369QtV7A0NDXVCZgAAAAAAZ7FYpD/+yC70SlJ0tONib/v25gMAUHHQxqEYLly4YD32ydkMyQHf/36Vmpyc7NQ8YmJiZBhGno/IyEin3hMAAAAA4HpjxtiO1641N2MDAEBiZW+x+Pn5WY9TU1PzjU9JSZEkVapUqcRycpb8Wk0cOXJEHTp0cFE2AAAAAFD+7d4txcRIp05Jb71lP+bGG6Vq1aTTp6WuXaWoKKlWLZemCQAoxSj2FkNgYKD1uCCtGRITEyUVrOWDu+XXgxgAAAAA4By7dkl33CHFxppjT09p6lSpdu3csX5+Zs/e5s2lJk1cmiYAoAygjUMx+Pn5qXr16pLy39Ds9OnT1mIv/XABAAAAAFlq1pQ2bcoeZ2RIH37oOL5/fwq9AAD7KPYWU4sWLSRJu3btUnp6usO4nTt35noOAAAAAABVqkiDB9uei46WDMM9+QAAyi6KvcXUtWtXSWaLhl9//dVh3Lp166zHXbp0KfG8nC08PNzm0atXL3enBAAAAAClXmqqtGSJuRp37lzHcVkbrwUHS/fea67stVhckyMAoPyg2FtMAwYMsB5HR0fbjcnMzNT8+fMlSUFBQerZs6crUgMAAAAAuNG8eVJIiHTzzdLy5dJ77zmO7d5dWrpUOnxYeuMNqU0bl6UJAChHKPYWU4cOHdStWzdJ0vvvv6+ffvopV8yrr76qHTt2SJImTpwob29vl+boDHFxcTaPNWvWuDslAAAAACjVqlWTTpzIHm/cKP33X8NcLBbpppskX1/X5AYAKJ+83J2Au33//ffatWuXdXzy5Enr8a5duxQTE2MTHxkZmWuO119/XV26dFFycrL69OmjKVOmqGfPnkpOTtbChQv17rvvSpKaNm2qhx56qEReBwAAAADA9QzDcbuFfv2kWrWkY8eyz8XESNOnuyQ1AEAFZDGMit3yPTIyUvPmzStwvKMP17JlyzRy5EglJCTYvd60aVOtWLFCjRs3LlKepU18fLxCQ0MlSQcPHlRISIibMwIAAAAA19mzxyzcfvCBtG6dVK+e/bhHHpFeflnq2lWKipKGDJECA12aKgCglCqJ+lqFX9nrLP3799e2bdv0+uuva8WKFYqPj5ePj48aN26sIUOGaMKECapcubK70wQAAAAAFNPAgWZ/3Szz5klPPGE/duJE6fbbpaZNXZIaAKCCq/Are1E0rOwFAAAAUFHddZf0zjvZ44YNpX/+kTzYFQcAUAglUV/jnyIAAAAAAC6Slub42pgxtuM9e6RNm0o2HwAACoI2DiiQ8PBwm3FaXj/5AAAAAEAZlJoqrVghRUdLhw9Lv/xiP659e+myy6QjR6QRI8zib5s2rs0VAAB7KPYCAAAAACq8Xbukzp2lkyezz23ZYr+Ia7FIS5aYm7L5+bkuRwAA8kOxFwUSFxdnM87ZUwQAAAAAyrqGDaWL99SeO1eaNct+PBuuAQBKI3r2AgAAAAAqhMxMKTHR/jUPDyky0vbcF1+YzwEAoKyg2AsAAAAAKNf27JGmTpUaNJCee85xXGSk2aKha1dzVe+ff5pFYAAAygraOAAAAAAAyq0335TuvTd7PG+e9Mwzkqdn7tgGDaT9+yU61gEAyip+RwkAAAAAKLd69LAdHz4srVrlOJ5CLwCgLKPYCwAAAAAo044dkwzD/rVWraR27WzPrV5d8jkBAOAOtHFAgYSHh9uM09LS3JQJAAAAAEipqdKKFVJ0tLRypbRundSli/3YMWPMvr0jRkhRUVKbNq7NFQAAV6HYCwAAAAAoc66+Wvr+++zx3LmOi71RUWbB18/PNbkBAOAuFHtRIHFxcTbj+Ph4hdLMCgAAAICbXH+9bbH300+lN96Q/P1zx1aq5Lq8AABwJ3r2AgAAAABKncxMadcux9dHjZI8cvyP1jCkLVtKPi8AAEozVvYCAAAAAEqNvXulmBjzkZQkHTok+fjkjrv0UqlfP+nMGbNFw5AhUmCgi5MFAKCUodgLAAAAACgV4uOlRo3MVbpZli+Xbr7ZfvyiRZKvr2tyAwCgLKCNAwAAAACgVAgJyb3JWnS043gKvQAA2KLYCwAAAABwmaNHpT17HF+PirIdHz4spaWVbE4AAJQXFHsBAAAAACUqLU1aulS68UZz9e7jjzuOHTJECg2V7rlH+vVX6ZdfJG9vl6UKAECZRs9eFEh4eLjNOI1frQMAAAAooHfflSZMyB4vXiydPi1Vq5Y7NjBQ2rdP8mBpEgAAhcY/nwAAAACAEjVsmO3q3JQUaeFCx/EUegEAKBpW9qJA4uLibMbx8fEKDQ11UzYAAAAASpPMTGnNGnNztUqVcl+vXt1s4bBokTmuXFn691/X5ggAQEXA70sBAAAAAEWyb5/05JNSw4ZS797SkiWOY8eMMYvBc+aYm7Q99pirsgQAoOJgZS8AAAAAoEjGjZNWrcoez50r3Xqr/djrrjMfAACg5LCyFwAAAABQJFFRtuM1a8zVvgAAwD0o9gIAAAAA7Dp6NO/WDAMGSEFB2eNWrcznAAAA96CNAwAAAADAKi1NWrFCio42/7RYpEOHpJo1c8f6+Unjx0sJCeYq3zZtzHgAAOAeFHsBAAAAAFZJSWbf3eTk7HMffig9+KD9+Oeec01eAAAgf7RxAAAAAABYVa0qDRpke27uXMkw3JMPAAAoOIq9AAAAAFCBZGZKq1dLsbGOY8aMyT6uXFm68krblb4AAKB0oo0DAAAAAJQyCQlSfLx0/rwUECCFhEhVqhRvzvh4ac4cKSZG2r9fuuoq6Ycf7Mf26CENGSL17SsNHSoFBhbv3gAAwDUo9qJAwsPDbcZpaWluygQAAAAonwzDXG07e7a0dKmUkZF9zdNTGjjQ3AwtIqJom6D9+qv01FPZ4x9/lP76S2rWLHesh4f06aeFvwcAAHAv2jgAAAAAgJv99pvUqpXUq5e0aJFtoVcyx59/bl5v1cqML6zrrpNq1rQ9Fx1d9JwBAEDpQ7EXBRIXF2fzWLNmjbtTAgAAAMqFb7+VuneX4uIKFh8XZ8Z/+63t+WPHpFdeMds12OPtLd12W/b48sul5s2LljMAACidaOMAAAAAAG7y229me4bExMI9LzHRfN769WaR9+23pRUrzBXAKSnSY4/Zf96YMdKFC+afbdoUrR0EAAAovVjZCwAAAABuYBjSqFGFL/RmSUyURo+WFi+Wvvwyu/VDdLQ5tz2XXSa9+abUti2FXgAAyiOKvQAAAADgBrGxBW/d4Mgff0itW9ue271b2rChePMCAICyiWIvAAAAALjBW285Z55167J771aubK4WvuQS58wNAADKFnr2AgAAAICLJSRIS5Y4Z67Fi6V335UyM6WhQ6UqVZwzLwAAKHso9gIAAACAi8XHZ/fYLa6MDKlzZ6lFC+fMBwAAyi7aOAAAAACAi50/79z5zp1z7nwAAKBsotgLAAAAAC6WkuLc+QIDnTsfAAAomyj2AgAAAICLbN8u3Xyz1LOn8+b08pLq1nXefAAAoOyiZy8AAAAAuEhGhvM2ZssycCCbsgEAABMrewEAAADARVq3ltq0ce6c48c7dz4AAFB2sbIXBRIeHm4zTktLc1MmAAAAQOlkGNKGDdLcuWYBtkMH+3Fjxkj33iv5+Um+vtLZs0W/Z8uWUo8eRX8+AAAoXyj2AgAAAEAxzZkjTZ8u7dpljn18HBd7b73VvD5smLR7t9S9u5SYWPh7+vtL8+ZJFkvR8wYAAOULxV4USFxcnM04Pj5eoaGhbsoGAAAAKF2OH88u9ErSwoXSa6+ZBdmLBQdLd95pHrdta/bwHTiwcAVff3/zeW3bFi9vAABQvtCzFwAAAACKadQoySPH/67OnZMWLy7Yc3v3ltavly7qnOZQy5ZmfO/ehc8TAACUbxR7AQAAACAPp05Js2aZxVVHW1eEhEh9+pjHLVpIL72UPS6Itm2l7dultWulwYMlT0/b615e0pAh5vVt21jRCwAA7KONAwAAAADYkZoq3XabtHSpeSxJK1ZIAwbYj3/6aWnaNKljx6L10bVYpIgI85GQIB06ZK4QDgyU6taVqlQp2usAAAAVB8VeAAAAALDDx0eKj88u9EpSdLTjYm/79s67d5UqFHcBAEDh0cYBAAAAABwYM8Z2vGKFdPSoe3IBAADID8VeAAAAABWOYUg//ijdcYd0zz2O44YOlSpXlnx9pVtukVaulGrUcF2eAAAAhUEbBwAAAAAVyi+/SCNHSn/9ZY4rVZKef16qWjV3bGCg9MUX5oZowcGuzRMAAKCwWNkLAAAAoEIJC5N2784eJydLn3ziOP6aayj0AgCAsoFiLwAAAIByyTDsn69RQ+rf3/ZcTEyJpwMAAFDiKPYCAAAAKDfOnJHeflvq0EFauNBxXFSU+WfjxmYLh88+c0l6AAAAJYqevQAAAADKhZdekqZNky5cMMfR0dLw4fZj+/WTNmyQunSRLBbX5QgAAFCSWNkLAAAAoFwICcku9ErSd99JBw7Yj/Xykrp2pdALAADKF4q9AAAAAMqM9HTH1wYOlKpWzR4bhrRgQcnnBAAAUFpQ7AUAAABQqhmGtHmzNH68VLeudPKk/bhKlcy2Dd7e0qBB0vLl0kMPuTZXAAAAd6JnLwAAAIBSKzNT6tTJLPZm+egjaeJE+/FPPCE9/bRUo4Zr8gMAAChNKPaiQMLDw23GaWlpbsoEAAAAFYmHh9SkiW2xd+5c6b777PfbvfRS1+UGAABQ2tDGAQAAAIDbJSc7vhYVZTvevl3655+SzQcAAKAsYmUvCiQuLs5mHB8fr9DQUDdlAwAAgPLg3Dnp00/NlbqentL69fbjevWS6tUzV/lGRUmjR0thYa7NFQAAoCyg2AsAAADA5X79VereXUpKyj73999S06a5Yz08zEJwaKh5DAAAAPv4UQkAAACAy7VqJVWubHsuJsZxfFgYhV4AAID88OMSAAAAgBKRkiKdP2//mo+PdNtttue++qrkcwIAACjPKPYCAAAAcKrff5cmTpQuvVR6803HcVFRZq/eG2+Uli6VNm1yVYYAAADlEz17AQAAADjNk09KTz2VPZ47V3r0UcliyR3bqpV09KhUvbrL0gMAACjXWNkLAAAAwGn69LEd//OP9MMPjuMp9AIAADgPxV4AAAAAhXLwoONrnTtLzZrZnsur2AsAAADnodgLAAAAIF+JidL8+VJEhFSvnrRtm/04i8XsxRsSIj3+uLRrl9nGAQAAACWPnr0AAAAA8mQYUvv20o4d2eeio6XXXrMfP3GiNGmSufkaAAAAXIeVvQAAAADyZLFIAwfanvvwQyk11X68nx+FXgAAAHeg2AsAAABAaWnSX385vh4ZaTs2DGnnzhJNCQAAAIVEGwcAAACgAouLM1syfPCBuSJ3717Jw86SkCZNzH69lSpJY8ZI/ftLvr4uTxcAAAB5oNgLAAAAVFA7dkgtW9qeW7NGuuYa+/GrVkne3iWfFwAAAIqGNg4AAABABdW8uXTFFbbn5s51HE+hFwAAoHRz+crehIQEff755/rpp5909OhRJSUlae7cuQoLC7PGHD58WGfOnJGfn58aNmzo6hQBAACAcmP/fvPPHD9uW1ksZkuGiROzzx07JmVm2m/lAAAAgNLNpcXe2bNn67HHHtO5c+ckSYZhyGKxKDEx0SZu3bp1GjFihPz8/BQfH6/g4GBXpgkAAACUacnJ0tKl5ird1aulO++U3n7bfuytt0qvvSYNGyZFRUnNmrk0VQAAADiRy35f/+STT+q+++5TQkKCfHx81K5dO4exw4YNU506dZSSkqJFixa5KkUAAACgXJg50yzifvedZBjSggVSUpL92OrVpT17pBdfpNALAABQ1rmk2LtlyxY988wzkqSRI0fq6NGj2rRpk+OkPDw0ZMgQGYahb7/91hUpAgAAAOXGyJFmi4YsCQnS4sWO43PGAgAAoOxySbF31qxZMgxDnTt31vz581W1atV8n9O5c2dJ0vbt20s6PQAAAKBMSU+XVq6U0tLsXw8NlXr3zh5XrSqdOeOS1AAAAOBGLunZu27dOlksFk2YMKHAz6lfv74k6dChQyWUFQAAAFC2/PWXFB0tzZ8vHTkiffml1L+//djbbzc3WhszRhowQKpUyaWpAgAAwA1cUuw9cuSIJKlZIZqA+fr6SpJSUlJKJCcAAACgrImMlDZuzB7Pneu42DtkiPkAAABAxeGSNg4+Pj6SpDRH7zOzI6tAHBQUVBIpAQAAAGVOVJTtePly6fhx9+QCAACA0sclxd6QkBBJUlxcXIGfs2rVKklS48aNSyQnFE54eLjNo1evXu5OCQAAoNw5dEhatszx9WHDbNsxtG1rtnMAAAAAJBcVe3v16iXDMBQdHV2g+D179uj999+XxWJR75w7SwAAAADlTGqq9Pnn0nXXSfXqSbfcIiUk2I+tWlW66y7pwQelP/6Qfv5ZuuIK1+YLAACA0stiGIZR0jf5+++/1bJlS2VkZOiJJ57Qk08+KUny8PCQxWLR9u3bddlll0mSfvnlF91yyy3as2eP/Pz8tHv3btWpU6ekU0QhxcfHKzQ0VJJ08OBB6+ptAAAAFM6xY1LdulJGRva5994zN1gDAABA+VUS9TWXrOxt2rSpnnjiCRmGoWeeeUYdO3bUSy+9ZL3+9ddfa/r06br66qvVsWNH7d27VxaLRS+++CKFXgAAAJRrtWpJN9xge27uXPfkAgAAgLLNy1U3euKJJ5SWlqbnn39emzdv1i+//CKLxSJJevjhh61xhmHIYrFo6tSpuu+++1yVHgAAAFAiMjKk1aulwECpc2f7MWPGSF98YR4HBEjh4VJamuTt7bo8AQAAUPa5ZGVvlqefflobN27UzTffrEqVKskwDJuHt7e3+vXrpw0bNmjatGmuTA0AAABwqv37pSeekBo0kPr2lZ5+2nFsv37SgAHSvHnS0aNmGwcKvQAAACgsl/TstSc9PV1//vmnjh8/royMDF1yySUKDw9XpZzbC6PUomcvAABA3j74QBo1KntssZgF4P9+hAIAAEAFVxL1NZe1cch1Yy8vXX755e66PQAAAFCiBg2S7rlHOnfOHBuGNH++9Nhj7s0LAAAA5ZdL2zgAAAAA5cXRo9LLL0unTtm/XrmydMst2eM2bcyWDgAAAEBJcdvKXgAAAKAsWr5cevddaeVKc/M1Pz/p3nvtx955p3k9Ksos9gIAAAAlyaXF3vT0dK1YsUIbNmzQnj17dO7cOWVkZOT5HIvFotWrV7soQwAAACBvH30kLVuWPZ4713Gx98orzQcAAADgCi4r9sbGxioqKkoHDhywnstrbziLxSLDMGSxWFyRHgAAAFAgUVHSwoXZ499/l7ZsYeUuAAAA3M8lxd7ff/9d/fr1U2pqqgzDkJ+fn5o0aaKgoCB5eNA2GAAAAKVDZqYUGyv9+KP0+OP2Y66+WgoNlQ4eNPvyDh1q/gkAAAC4m0uKvU8++aRSUlLk6+urGTNmKCoqSn5+fq64NQAAAJCvc+ek116ToqOlffvMc7fcIjVunDvW01N66imzMDx0qBQY6NJUAQAAAIdcUuz9/vvvZbFY9Nhjj+nuu+92xS0BAACAAvPxkd54Qzp1KvtcTIz07LP246OiXJIWAAAAUCgu6aFw4cIFSdK1117ritsBAAAAheLrK40caXsuJkbKZy9hAAAAoFRxSbG3fv36kqS0tDRX3A4AAACwceKENHOm9OGHjmNyrtZt2VJ66CGJH18BAABQlrik2DtgwABJ0vr1611xOwAAAECS9Pvv0uDBUt260gMPSM89JxmG/dgrrjDbNmzeLG3bZsazzQQAAADKEpcUeydOnKg6derolVde0b6sHS8AAACAEnbunLRoUfYK3Z07pY0bHcc/9ph05ZWSxeKa/AAAAABnckmxt0aNGlq5cqUqVaqkjh07as6cOTp79qwrbg0AAIAKrGtXqXFj23Nz57onFwAAAKCkuaTYK0mXX365tY3DuHHjdMkll6h27dpq2LBhno9GjRq5KkUAAACUIYYhbdggjRkjxcXZj7FYsnvx+vlJI0ZIt93muhwBAAAAV/Jy1Y0WLVqksWPH6ty5czIMQ4Zh6Pjx4/k+z8J76AAAAHCRt9+WZsyQ/vnHHFerJr36qv3Y0aOl4GDpllukoCCXpQgAAAC4nEuKvT/99JNuueUWZWRkSJLCwsJ0+eWXKygoSB4eLltcDAAAgHJi377sQq8kffCB9OKLkrd37ti6daW77nJZagAAAIDbuKTY++yzzyojI0NVq1bVxx9/rH79+rnitgAAACinoqKk6dOzxydOSCtWSAMGuC0lAAAAwO1csqz2119/lcVi0VNPPUWhFwAAAHn6919p9mzpppukzEz7Mc2aSV26ZB9Pny517uy6HAEAAIDSyCUrexMTEyVJXbt2dcXtAAAAUAYlJkq33y4tWSKlpJjnYmOlXr3sx7/4ouThYRZ52eYBAACgnElIkOLjpfPnpYAAKSREqlLF3VmVei5Z2dugQQNJUlJSkituBwAAgDKocmUpLi670CtJc+c6ju/aVbrqKgq9AAAA5YZhSGvXSoMHmzvshodLHTuafwYHS0OGmNcNw92ZllouKfbefPPNMgxD33zzjStuBwAAgDLIYpHGjLE9t2iRdOaMW9IBAACAK/32m9Sqlfm2rkWLpIwM2+sZGdLnn5vXW7Uy45GLS4q9Dz30kJo0aaKZM2fql19+ccUtAQAAUIoYhrRxo3TnndL//uc4bsQIyctL8vGRhg41WzoEBrouTwAAALjBt99K3bubb/MqiLg4M/7bb0s2rzLIJcXewMBArV69Wi1btlT37t312GOPadu2bbpw4YIrbg8AAAA3+vFH8513nTtL770nvfOOlJxsP7ZGDWnpUunwYemTT6Rrr5U8PV2aLgAAAFzpt9+kgQPNDRwKIzHRfB4rfG24pNjr6empsLAwbdq0SRcuXNCLL76oNm3ayN/fX56ennk+vLxcsodcmXbmzBndd9996ty5s2rXri1fX1/VrVtXvXr10qJFi2TQxwQAALhR3brSzp3Z4zNnzIKuI9dfL11ySUlnBQAAALczDGnUqMIXerMkJkqjR9PDNweXFHsNw7A+Lh4X5IG8nTx5UnPnzpW/v78GDBighx56SP369VNcXJwGDx6scePGuTtFAABQATj6sS0sTLr6attzeW28BgAAgAoiNrbgrRsc+eMPad06p6RTHrhk2ey0adNccZsKq0GDBjpz5kyuVdDnzp1Tp06d9N5772nixIkKDw93U4YAAKA0SUiQ4uOl8+elgAApJESqUqVoc509a7ZbmDtXeuIJc1WuPVFR0nffSY0amcejRhU9fwAAAJQTb73lvHkiIpwzVxlHsbcc8HTQyC4wMFB9+/bVn3/+qV27dlHsBQCgAjMMc+HE7NlmC4Wcmxt7eprtzsaPN39GtlgKNuezz0rPP5/df3fuXMfF3oEDzft3717w+QEAAFCOJSSYu/E6w+LF5nxFXcFQjrikjUNpdvz4cS1fvlxTp05Vv379VL16dVksFlksFkVGRhZqrgMHDmjSpElq0aKF/P39FRwcrA4dOuiVV15RUlJSybyAPFy4cEFr1qyRxWLRZZdd5vL7AwCA0uG336RWraRevaRFi2wLvZI5/vxz83qrVgXf46J6dduN1pYtk06csB9bqZLUoweFXgAAAPwnPj73D6ZFlZEhHTrknLnKuAq/+1mtWrWcMs+KFSs0YsQInT171nouKSlJmzdv1ubNmzVnzhytXLlSDRs2dMr97Dlz5oxmzpypzMxMHT9+XCtXrtTBgwc1bdo0NWnSpMTuCwAASq9vvy3c5sZxcebq2yVLpN69pcxMycPB8oBbbpEeeEC6cMEcp6WZLR0mTHBO7gAAACjHzp937nznzjl3vjKqwhd7cwoNDVWLFi20atWqQj1v69atGjp0qJKSkhQQEKDJkyerZ8+eSk5O1sKFC/Xee+/pr7/+0vXXX6/NmzcrICCgRPI/c+aMnnrqKevY29tbL7/8sh566KESuR8AACjdfvutcIXeLImJ0k03STfcIG3caBaAAwNzxwUFSYMGmQXe/v2lMWOka691SuoAAAAo75xdH7P3A2sF5NRi7/z5863Ho3LsupHzfFGMKsEdPKZOnar27durffv2qlWrlvbt26cGDRoUao77779fSUlJ8vLy0qpVq9S5c2frtV69eqlJkyZ65JFHtHPnTs2YMUNTp07NNUf16tV16tSpAt9z7dq1irio8XT9+vVlGIYyMjJ08OBBLVy4UI899ph+/PFHffrpp7k2cAMAAOWXYZiboBW20JslOVn67DPz+LPPzEKuPc8+K82YIdWsWbT7AAAAoIIKCTE3j3BGKwcvL6lu3eLPUw5YDMMwnDWZh4eHtd9tenp6rvNFSvCiuUpazmLv6NGjFRMTk2f85s2b1aFDB0nSuHHj9Pbbb+eKyczMVMuWLbVjxw5Vq1ZNx44dk7e3t03Mvffeq3OFWG7+v//9T82bN8837uWXX9Yjjzyit956S3fffXeB589PfHy8QkNDJUkHDx5USEiI0+YGAADFt3at2YPXGbp2lTZscM5cAAAAqGCSksyNGypVyn1tyBBz84jiGjJE+vTT4s/jYiVRX3P6Uk/DMGSvfuzEmnKpsnTpUutxVFSU3RgPDw+NGjVKkydP1unTpxUbG6vevXvbxMyaNatE8uvTp48eeeQRxcbGOrXYCwAASre33nLeXD/8YO6fwe92AQAAUCCGIW3aJM2dKy1cKL38snTnnbnjxo93TrF3/Pjiz1FOOLXYu3fv3kKdLw82/LfMxd/fX+3atXMY16NHD+vx999/n6vYW1IOHz4sSbRwAACgAklIMDdYcwaLRdq6lUIvAAAACmHiRCnnwsboaPvF3ogIKTzc3CSiqFq2lHLU3So6p1YAw8LCtH79eklSzZo1Vem/5dlhYWHOvE2psmPHDklS48aN8yyo5my5kPUcZ/n999/VoEEDVa1a1eb8v//+qylTpkiS+vXr59R7AgCA0is+3jmtzyRzUQa/MwYAAECh9O5tW+zduFHasUNq0cI2zmKR5s+Xuncv2mYT/v7SvHnmPJBUAm0cIiIi5OHhoW3btumyyy5z9vSlyoULF3Ty5ElJyrenRrVq1eTv76/ExEQdPHjQqXnExMRozpw56tmzp8LCwuTv76/9+/drxYoVOn/+vAYNGqRbb721UHPGx8fnef3IkSPFSRkAAJSg8+edO18hthUAAABARbFvn1S/vv1r/fpJtWpJx46ZY4vF3ATi4mKvJLVta74tbeDAwhV8/f3N57VtW9jMy7USWadRXvvzXiznhmoBAQH5xmcVe887+X9ggwcP1tmzZ7Vx40atX79eSUlJCg4OVteuXTVq1Cjdcssthd4gL6s5NAAAKDtOnzZX4Rbgx5JCCQx07nwAAAAoo06fNnvwzp0r/fqrWfCtVy93nJeXNGqUtGiRFBVlHtuLy9K7t7R+vRlXkJYOLVuaK3op9ObCm/KK4cKFC9ZjHx+ffON9fX0lScnJyU7No2vXruratatT5wQAAGVDerq0apX5s+7SpebeF5GRkqenc1o5eHlJdesWfx4AAACUcRkZ5srcrNW6kvlD6BNP2I9/8knpxRclD4+Czd+2rbR9u7RunTR7trlqN+cPtF5e5urf8ePNHr20brCLYm8x+Pn5WY9TU1PzjU9JSZEkay/j0iy/VhNHjhxRhw4dXJQNAABwZMIE6Z13ssfz5kn33Wf+HOyMjY0HDpSqVCn+PAAAACjjPD2lAQNsf/iMiZEee8x+Qbdy5cLfw2IxN22LiDB3HT50yOwpFhhorkDgB9N8UewthsAc72ksSGuGxP/6jhSk5YO75deDGAAAlA4332z78/Zvv5kLIsaPd06xd/z44s8BAACAMiIxUTpwwH5vXclsyZDzh8/kZOngQSkszPm5VKlCcbcICriOGvb4+fmpevXqkvLf0Oz06dPWYi/9cAEAQEGlpZntyxy5+mrbNgs+PmbBNyJCCg8v3r1btjTfIQcAAIByzDCk77+Xxo6VateWbrnFPGdPhw5SmzbS4MHSihVmYbgkCr0oshJb2XvkyBGnrWCtl1cDZzdr0aKFNmzYoF27dik9PV1eXvY/pDt37rR5DgAAQF62bjVbMnz4oXTihPTPP1LjxrnjPD2l226TVq82e/XecosUHGxemz9f6t69cJsaZ/H3N+9PKzQAAIBybv16c6VAlm3bpC1b7G9+ZrFImzaZ/XNRKpXYZ6ZPnz5OmcdisSg9Pd0pc5WErl27asOGDUpMTNSvv/6qjh072o1bt26d9bhLly6uSg8AAJRBaWnSNddIJ09mn5s/X3r6afvxzzwjvfBC7vNt25r7WgwcWLiCr7+/+Tw2NwYAAKgAunaV6tUzV+lmiY52/MMghd5SrcTaOBiG4bRHaTZgwADrcXR0tN2YzMxMzZ8/X5IUFBSknj17uiI1pwoPD7d59OrVy90pAQBQbnl7S7feantu3jwpM9N+fF4/b/fubS7WKGhLh5YtzfjevQsWDwAAgDJgyxZzszN7PD2l0aOzxx4e0pkzLkkLzldipfibbrpJQUFBJTV9qdGhQwd169ZNGzZs0Pvvv6/Ro0erc+fONjGvvvqqduzYIUmaOHGivL293ZEqAAAoJQzD/Hn733/NFbz2REZKb7yRPa5bVzp+3GyjVlht25qbtq1bJ82eba7azcjIvu7lZa7+HT/e7NFL6wYAAIBy4ORJ6aOPzFW6W7dKU6ZIzz1nPzYyUvrsM7PoO2qUdOmlLk0VzmMxnLx01sPDQxaLRdu3b9dll13mzKlLxPfff69du3ZZxydPntTDDz8syWy3cPvtt9vER0ZG5ppjy5Yt6tKli5KTkxUQEKApU6aoZ8+eSk5O1sKFC/Xuu+9Kkpo2bapffvlFgYGBJfeCXCQ+Pt660dzBgwcVEhLi5owAACj9Tpww2zHMm2cWX5s1k3bssF9cNQzphhuk1q3Nn7mbNnVeHgkJ5sKOc+ekwECzkMxGxwAAAOXMgw9Kr72WPa5bV9q/31zJa49h8Ft/FyuJ+lqFL/ZGRkZq3rx5BY539OFatmyZRo4cqYSEBLvXmzZtqhUrVqixvZ1VyiCKvQAAFN7330vdutme27hRctDyHwAAACi6bdukK66wPffVV9K117onH+RSEvW1EuvZW9H0799f27Zt0wMPPKCmTZuqcuXKCgoK0pVXXqnp06dry5Yt5abQCwAAiqZLF6lRI9tzMTFuSQUAAABlXUKC2abB0TrOyy+X2rXLHterZ761C+VahS/2xsTEOG2zuLCwMM2YMUN//fWXEhMTdfr0aW3evFmPPPKIKleu7KJXBAAA3OXQIWn6dOnPP+1ft1hs974IC8td/AUAAAAcMgwpNtbsq1u7tjRypPTjj47j77pLGj5c+vZbae9eacgQl6UK9yixDdoAAAAqiuXLpTffNH+Gzsw0N1J79VX7saNGSbt2mXtg9OhhbnYMAAAAFNi4cdLff2ePo6PNt5DZc/vt5gMVBsVeFEh4eLjNOC0tzU2ZAABQ+vzwg/TNN9njDz+UXnxR8vbOHRsWZm7QBgAAABSaxSJFRUmTJ2ef++QT6fXXJX9/9+WFUsPpa0nq1aunevXqycfHx9lTAwAAlEo5WzNI5srenMVfAAAAoEAMQ9q0SfrsM8cxo0Zlvz3My0u6+mrp1CnX5IdSz+kre/ft2+fsKVEKxMXF2Yxz7hYIAEB5lpQkLVliblw8f779tgvNm0sdO0o//ywFBJit0MLCXJ8rAAAAyqh//5XmzjVbMvz5p1S9unTTTZK9xZSXXipNmGBuuDZypFSrluvzRalFGwcAAAA7Llwwf4b+9NPsTYvHjpV69rQf//jj0pkz0sCBvIMOAAAAhXTqlPTww9njkyfNjSFuvtl+/OuvuyYvlDlsCQIAAGCHr6/5DrqsQq8kxcQ4jr/hBnNhBYVeAAAAFFqTJlK3brbnoqPdkwvKNIq9AAAAdlgsUmSk7blFi6Tz592SDgAAAMqyM2ek//s/s++XI1FR2ccNG0pXXWX28AUKgWIvAACocDIzpXXrzJ+nc75b7mIjRkienmaf3r59pTlzJG9v1+UJAACAMm7jRunWW6XataXx46U33nAcO2SINGaMFBsr/fOPNHmyuQIBKAR69gIAgApl/Xpp9Ggpa0/ZoCDpmWckP7/csbVqSR9/LHXpItWt68osAQAAUC5s3CgtWJA9XrzYXOUbFJQ7NiBAev99V2WGcoqVvQAAoEIJC8su9Ermz9pffuk4fuhQCr0AAAAoohEjbN8aduGCtHCh+/JBuUexFwUSHh5u8+jVq5e7UwIAwKHMTCkjw/61sDDp4n/G5s0r+ZwAAABQzhiG9MMPZnuG5GT7MTVqSP37m8fe3tKgQVKrVq7LERUOxV4AAFBu/POP9PjjUv360ldfOY4bPdr8MzxcevllsxcvAAAAUCCGIb30ktS8udS1q7nx2pIljuPvv196/XXp8GHp88/NHmFACbEYBtv6ofDi4+MVGhoqSTp48KBCQkLcnBEAoKK7+27p7bezx4MGmT9L25OYKO3cKbVty54XAAAAKII+faRvv80eX3219N137ssHZVJJ1NdY2QsAAMqF1q1tx8uWSadO2Y/195fataPQCwAAgCKKirIdr1kj7d/vnlyAHFxa7N2xY4ceeOABXXnllQoODpa3t7c8PT3zfHh5ebkyRQAAUIodO+b42rBhkq9v9jg1Ne9WDgAAAIBdp05Jb7whPfqo45gBA6SgIPO4SRPp+eelgABXZAfkyWWV1BkzZmjy5MlKT08XnSMAAEBBnT5tblg8b560fbt09KgUGJg7LijI/Jl79Wpz0+PIyNyrfQEAAACHDhyQHnpI+uILKS1N8vIyxzVr5o6tVEl6801zs4irruItYyg1XFLs/frrrzVp0iRJksViUadOndSuXTsFBwfLw4NOEgAAwL7z56XQULPHbpbPP8/9rrksb7xhFn19fFySHgAAAMqTqlWlFSvMQq8kpadLH30kPfCA/fgRI1yXG1BALin2zpw5U5JUrVo1ffnll+rCroMAAKAAAgKkXr3M/rtZ5s1zXOy1t+gCAAAAKJCqVc1dfj/8MPvc3LnS/fezchdlhkuW1f7yyy+yWCyaOnUqhV4AAGDj5Enp778dXx892nb8119SQkLJ5gQAAIByJjNTio01f7jMWcy9WNaqAl9f6ZZbpBkzXJIe4CwuWdmblJQkSeratasrbocSEB4ebjNOy3pLAwAARZCWJn39tRQTY67avfpqx5up3XCDVKeO1LWr+bN5375m+zQAAACgQD77zNxsbe9ec7xrlzRypP3YiAjp/felgQOlatVcliLgLC75r1LdunW1Z88epaamuuJ2AACglPvsM9sWZ6tWSYcPS5demjvW11fat48+vAAAACgib+/sQq8k/fijtHOn1Lx57lgPD2nMGNflBjiZS9o49O/fX5L0ww8/uOJ2KAFxcXE2jzVr1rg7JQBAGXbTTWY/3iyZmXm/m45CLwAAAIrs+utzb+4QE+OWVICS5pJi76RJk1StWjW9+uqrOnr0qCtuCQAA3Cg1VVqyRDp1yv51f39pyJDssa+vdPq0a3IDAABAOXLsmPTqq9Lll0vx8fZjvL2z2zaEh0uvvCI98IDrcgRcyCXF3ksvvVRffPGFMjIydNVVV2nlypWuuC0AAHCxLVuk++4z2zHcfLO0YIHj2MhIqXNn6Z13pKNHpRdecFmaAAAAKA9GjZJCQqRJk6Tt26X58x3H3neftGmTGffQQ1KtWq7LE3Ahi2EYRknfpFevXpKkw4cP6++//5bFYlFQUJCaNGmiypUr552gxaLVq1eXdIoopPj4eIWGhkqSDh48qJCQEDdnBAAoDW65Rfrkk+zxlVdKmze7Lx8AAACUY3feKb33Xva4cWPp778li8V9OQGFUBL1NZcUez08PGT57y9aQW9nsVhkGIYsFosyMjJKMj0UAcVeAIA9X30lXXed7bnt26WWLd2TDwAAAMq4zExz0zR7fvpJuuoq23M//JD7HFBKlUR9zavYMxRA9+7drcVeAABQNhmG9Msv0oYN0oMP2o/p3VuqU0c6csQcd+smJSa6LkcAAACUA5mZ0urVUnS0tH+/WcC1p1MnqVkz6eBBafBgKSrKPAdUYC4p9sbGxrriNgAAoAQkJkqzZ5sbFu/YYZ4bMEBq2DB3rJeX2TLt7FmzhVqjRq7MFAAAAGXenj1SRIRZwM3y++9S69a5Yy0W6dNPpfr1pSpVXJMfUMq5ZIM2AABQdnl5SdOnZxd6pbz3vnjwQemppyj0AgAAoAjCwsy3lOUUHe04/vLLKfQCOVDsBQAAefL1lYYPtz03b5757joAAACg0AxDSkmxf83TU4qMtD332WcS+zkBBeK2Yq9hGNq9e7c2b96szZs3a/fu3crkf40AALjcwYPS88+bbRocyfnzdsOGZjs0Rz+fAwAAAHYdPmy+ZaxFC+mZZxzHZf3wefnl0syZ0rZtZhEYQL5c0rM3p2+++UZvvvmmYmNjlZSUZHOtcuXK6tmzpyZMmKA+ffq4OjXkITw83GaclpbmpkwAAM7y00/S1Knm3heGIV12mTR6tNn67GLt2klTpkjXXit17Wo/BgAAAHDonXek8eOz3x42b57Z+8teEbdRI2nnTqlpU37wBArJZSt7U1NTNXz4cF133XVauXKlEhMTZRiGzSMxMVErVqxQv379dOuttyo1NdVV6QEAUOGkpUnffZfdEu3PP6VffrEfa7FIzz0ndevGz9sAAAAogk6dbPuAxcebqw4cadaMHzyBInDZyt5bb71VS5YskWEY8vLyUu/evdWxY0fVrl1bhmHo2LFj2rRpk7799lulpaXpk08+UXp6uj799FNXpYg8xMXF2Yzj4+MVGhrqpmwAAM7QtavZkmHPnuxz8+ZJ7du7LycAAACUYf/+K1WrZr9Ie8UVUps20pYt2eeWL5d4ZzfgVC4p9q5YsUKLFy+WxWJRz549NXfuXIWFhdmNPXDggMaMGaM1a9Zo0aJFWrlypa677jpXpAkAQLlx/ry0aJFZvJ01S7qoG48kycNDGjVKevJJcwPjYcPMMQAAAFBg6enSqlVSdLT05ZfSunXmKl57oqKkf/6Rhg41j7t0cW2uQAXgkmJvzH87vlxxxRX6+uuv5e3t7TC2Xr16+uqrr9SxY0dt3bpV0dHRFHsBACiERx+VZs+WEhPN8bx50ksv2Y8dM8ZshTZggFSpkstSBAAA/8/efYdHVab/H/9MEkgghWLoiYACAgHR0JeSgAICgoJIkS5iWxWsu7qKyuru1476syEtWEBXilQRhNBEpEgLRaokFOkEEkrK+f1xzCSTmQkpU5LJ+3VduZhzzn2ec0+YHIY7z9wP4Ctuu01atSp7e8oU58Xe++83i7whIZ7JDSiFPNKz95dffpHFYtHTTz+dZ6E3S5kyZfTMM8/IMAz98ssvHsgQAADfklXolaQvvjAnXDgSGSkNGkShFwAAAIWUuw3DzJlSaqrj2OBgCr2Am3mk2Hvy5ElJUuPGjfN9TsOGDSVJp06dcktOAACUZDnXtsht+HDb7ePHzU/WAQAAAAWWmSkdPOj8+PDhtj16r16VNm1yf14AHPJIsTc4OFiSdPr06Xyfc+bMGUlS+fLl3ZITAAAlTWamuWDx0KHSzTc7L/g2bmwusubvL/XsKX37rdS5s2dzBQAAQAl3+LD0739L9eubbRnS0hzHRUSYs3tbtJA+/lg6dkzq0MGzuQKw8kjP3ptuuknr16/XN998o9tvvz1f58ycOdN6LgAApd2ff5oF3MTE7H2rV0sxMY7jJ06UqlWTatTwTH4AAADwIUlJUt26trMLFi2S7rrLcfzs2RKT9YBiwSMze3v37i3DMDR16lTrYm15mTZtmqZOnSqLxaK7777b7fkBAFDcVa0qhYXZ7svrn9RbbqHQCwAAgEKKiLBfZG3KFOfxFHqBYsMjxd7HH39cNWrUkGEYGjVqlHr27KlZs2YpKSlJaWlpSktLU1JSkmbNmqUePXpo1KhRMgxDNWvW1GOPPeaJFAEA8LqMDOn8ecfHLBZpxAjbfXPnmi3RAAAAgAI7cUI6dMj58ZEjbbf/+MN5KwcAxYbHevYuWLBAFStWlGEY+uGHH9S/f3/Vrl1bQUFBCgoKUu3atdW/f38tWbJEhmGoUqVKWrBgAT17AQA+b9cu6Z//lK6/XnrhBedxgwdLfn5Ss2bSe+9Je/ZIZct6Lk8AAACUcGlp0vffS3ffLdWqJb34ovPY/v2lmjWlhx6S1q+XfvtNKlPGY6kCKByLYRiGpy529OhRjRkzRnPnzlVGRobDGH9/f/Xp00fvvfeeatWq5anUUEBJSUmKjIyUJCUmJioiIsLLGQFAyTRxovn+OUulSuaaFoGBjuMPHJBuuMEzuQEAAMDH/L//Jz3+ePZ2UJB0/LhUoYLj+IwMc9VfAG7hjvqaR4u9WY4fP64VK1Zox44dOnPmjCSpcuXKatKkiWJjY1WDJoPFTlRUlM12Wlqa9u7dK4liLwAUxaFD5toXOf3vf1K/fl5JBwAAAL7s5Elztm56eva+zz6THnzQezkBpZg7ir0BRR6hEKpXr65BgwZ549IAAHhcQoJ0001SgIN/devUkWJjpfj47H2rV1PsBQAAQCFkZkrLl0vt2knlytkfr1JF6tVLmjPH3C5XziwAA/AZXin2ouRJSEiw2c75mwcAgL3Tp6UZM6Rp06RNm6SFC6UePRzHjhhh9u0dMkQaPlxq2tSTmQIAAKDEO3DAfOMZFycdPix9/bXkbJLdyJFm64aRI6UBA6SwMI+mCsC9vNLGASUfPXsBIG/t20tr12Zv33uv9O23jmOvXpUsFta7AAAAQCF16SItW2a7/eOPjmMNw3zzCcDrin0bh1WrVlkfd+zY0eH+wsg5FgAAJcHgwbbF3u+/l86ckSpXto8tW9ZzeQEAAMAHjRhhW+xdtsyc4Xv99faxFHoBn+bSYm9sbKwsFossFovSczT7ztpfGLnHAgCgODhxQvrtN6lbN8fHBwyQxo41Z+1KUni49PvvUps2HksRAAAAvuLoUWn9eqlPH8fH+/Qx2zEkJ5vbTZtKx445LvYC8Gku79nrrCsE3SIAACXd1atm791p06RFi6TAQLPdWUiIfWzlytLAgeY5I0ZIt98u+ft7OmMAAACUWFevSvPnS1OnSosXm28mjx41ZxHkVr689MgjUkqK2Yv31luZwQuUUi4t9q5YsaJA+wEAKElOn5b69TMXOZak9HRp1ixzUTVHpk3jPTYAAAAKKTXVXMH38mVzOzNT+uoracwYx/H/93+eyw1AscUCbSgUFmgDUFr17GnO6s0SGyvxO00AAAC4xX33STNmZG83ayZt2eK1dAC4ljvqa35FHgEAAB9x+bL0v/9Jq1c7j8k5i7dcOSkiwpzhCwAAABRIRobZniGvmQP335/9ODhYio7OnukLAA64vGevI+PHj5ckPfroowp31FvGgbNnz+rDDz+UJI0bN85tuQEAsGOH9PHH0syZ0tmzUo8eUocOjmN795a6d5fuuUe6915zHQwAAAAg3w4dkiZOlOLizB687ds7n23QubP5prNHD7OfmKPFIgAgB4+0cfDz85PFYtH27dvVuHHjfJ2zf/9+1a9fXxaLRRkZGW7OEAVFGwcAviQuzlxELYu/v5SYKNWo4bWUAAAA4G3JyVJSknTxollkjYhwzW/658yR+va13bdnj9SgQdHHBlCi0MYBAAA3uOce81NxWTIyzLUvAAAAUMoYhtlWoV8/qXJlKSpKat3a/LNyZXOW7YoVZlxh9ewp5f7U87RpRUobALIU22JvWlqaJKlMmTJezgQAUJIZhrRunfTII9KZM45jQkLM9/NZYmOlm27ySHoAAAAoLjZvlpo2NVsnzJplzgDIKSND+u4783jTpma8I4mJ0muvSUeOOD5etqw0ZEj2dvPmZjEZAFzAIz17C2PLX6tLVqlSxbuJAABKrHfflT77TPr9d3P75pvNoq8jDz8s3XCDNGyYVKeOx1IEAABAcbB0qdSnj5SSkr/4hASpY0ezJUOXLua+uXOlTz4xxzIMszfY8887Pn/UKMlikUaONAvHAOAibin2Tp8+3eH+77//Xhs3bszz3CtXrmj//v2aMmWKLBaLWrZs6Y4UAQClwC+/ZBd6JfPTcc6KvW3amF8AAAAoZTZvLlihN0tKinneqlVSdLS0YIH044/Zx6dOlf75T7Oom1uTJubMBABwMbcs0Ja1IFuWrEtYHN3gnDAMQ35+fvrpp58UExPj6hRRRCzQBqAkWLhQuvNO2307d0qNGnknHwAAABQzhmHOrE1IKPwYTZpI27aZvcPatbM9tmaN/T4A+EuJWqDNMAzrl6N9eX2VKVNG7dq107x58yj0AgAcOnRIGj/e/OSbM926SdWqmY/r1zdbp113nUfSAwAAQEkQH1+0Qq8k7dghrVwptW2bvfBDWJj04IMSrSkBeJhb2jgcPHjQ+tgwDN1www2yWCxasmSJ6tev7/Q8i8WioKAgXXfddfL393dHaiikqFzN4rMW0AMATzt8WBo+3HxfnuXllx332Q0IkD76SKpRw3zvXYAPmAAAAKA0+Phj140TG2vORkhLM9s7lC/vmrEBoADcUuytXbu2w/01a9Z0egwAgPyoVk3autV23/Tp0rhxjuPvucf9OQEAAKAESk42F1hzhdmzzfH693fNeABQSG4p9uaWmZnpicvAjRJyfawlZ08RAHAHw3A8EzcwUBo0yHYSRlyc9NJLzNwFAABAASQlSRkZrhkrI0M6csRs3wAAXuS2nr0AABTUhQvSlClSx455L048fLj5Z8WK0iOPSF9/7ZH0AAAA4EsuXCje4wFAIXhkZi8AANfy+efSmDHSpUvm9tmz0lNPOZ6t27KlNG+e1KWLFBTk2TwBAADgA+LjpdGjXTtmaKhrxwOAQvBIsbdz586FPtdiseinn35yYTYAgOKofv3sQq9kLmq8ebPUvLl9rMUi9erludwAAADgYypVkvbtc914AQFSrVquGw8ACskjxd74+HhZLBYZhuE0xpJr6lZWbO79AICS6+JFKSTE8bGOHaU6daRDh7L3zZjhuNgLAAAAXFNWDcJRXaFZM/Mr98q/hdWnD/16ARQLHin2duzY8ZpF25SUFO3du1fnz5+XxWJRgwYNVKNGDU+kBwBwo4wMadkycxG1OXOkTZukxo3t4/z8zF68r78u9eghjRgh9ezp8XQBAABQ0h06JH3xhTR9uvkm9G9/cxw3bJj09NOuueajj7pmHAAoIo/N7M0PwzC0cOFCjRkzRmfOnNGkSZPUvn179yYHAHCrtm2lDRuyt+PipDfecBz72GPm++SqVT2TGwAAAHzMAw9Ikydnb+dV7B06VLrlFumJJ6SEhMJfs0kTKSam8OcDgAv5eTuBnCwWi+68806tWbNG/v7+6tOnj44cOeLttAAARZD7fe+XX5qzfR0JD6fQCwAAgCK44Qbb7W++sV0YIqcqVaTOnc0ZwMHBhbtecLBZUKYFJYBiolgVe7PUqFFDTz31lE6fPq0333zT2+kAAPKQni7t3+/8+PDhttsnT7quNRoAAABKoTNnnB8bMsS28Hr+vPTjj3mPFx1t9hsraME3ONg8Lzq6YOcBgBsVy2KvJGv7hoULF3o5EwCAIzt2SM88I0VGSl26SJmZjuOaNJFatDDfA3/wgXT0KO+HAQAAUEBnz0qffCK1aSPddJN09arjuOuvlzp1kipWlB5+WFq3Turd+9rjd+kirVolRUXlL58mTcz4Ll3y/RQAwBM80rO3MMqWLStJOnr0qJczAYCSKzlZSkqSLl6UQkKkiAjXLBK8bZu5eHFOa9ZIHTs6jv/pJxYnBgAAQCGdOGEWca9cyd73ww/Oi7hTp5q9wYKCCnad6Ghp+3Zp5Urpo4/MWbs5+48FBEh9+piLTMTE0LoBQLFUbGf2rlmzRpJUvnx5L2cCACWLYUgrVkj9+kmVK5uTE1q3Nv+sXFm6917zuGEU/hpNm0qNGtnui4tzHk+hFwAAAIVWtarUvLntvrzefF5/fcELvVksFik2Vvrf/8x2ETt3SuvXm3+ePi19+615nEIvgGKqWBZ7161bp/Hjx8tisahVq1beTgcASozNm81CbOfO0qxZ9guhZWRI331nHm/a1Ix3ZutW6eBBx8csFmnECNt9f/xRtAIyAAAASrE//3T+5lOyXwhiwwbnrRxcJSzMnOHQqpX5JzMYAJQAHmnjMH78+GvGZGZm6uzZs9q4caPWr1+vzMxMWSwWPfnkkx7IEABKvqVLzU+VpaTkLz4hwWy7MGdOdquxEyekr782J0ps2SI99pj04YeOzx8yRPp//08aNMh87924sUueBgAAAEqLK1ek+fPNN5+LF0sDB0pffuk4tn9/6bnnzDeuw4dL3bpJZcp4Nl8AKAEshuH+eVh+fn6yFOAjDoZhKCAgQG+++abGjh3rvsRQaElJSYqMjJQkJSYmKiIiwssZAaXb5s1m4Ta/hd6cgoPNtSWio6WXX5Zy/n6ucmVzQbXAQMfnGgafYAMAAEAh/b//Jz3+ePZ2uXLS8ePOZ9BeumTGAICPcEd9zWNtHAzDyPNLkkJDQ3XzzTfriSee0JYtWyj0AkA+GIY0bFjhCr2Sed7w4dnj5HTmjLRggfNzKfQCAACg0AYMMBc9y3LpktlzzBkKvQBwTR5p45CZmemJywBAqRQfb7ZkKIodO8xFh2NjzRnCq1aZ+yMipMuXi5ohAAAASqWLF82eYffcIzlafL1KFalHD2nePHO7fHnp5EnP5ggAPsYjxV4AgPt8/LHrxomNlR56yFzAePhwqVMnyd/fNeMDAACglFi5Upo61Zylm5Jizt4dNMhx7IgRUnKy+ebznnuk0FCPpgoAvsYjPXvhe+jZCxQPyclmX92MjKKP5e9vtm1gkWEAAAAUSdeu5urBWbp1k374wXv5AEAxVaJ79gIAXC8pyTWFXskc58gR14wFAACAUmz4cNvtpUvNVX8BAG7nkWLv77//rhtuuEENGjTQ0Xzc4I8cOaJ69erpxhtv1B9//OGBDAGg5MnIkNasce2YFy64djwAAAD4mPR0afFi6Z13nMf06ZPdjsHPz5zZe+6cR9IDgNLOI8Xeb775RocOHVK9evVUs2bNa8bXqlVLDRo00KFDhzRz5kwPZAgAJc/cuWZ/XVeiRRoAAAAcOnVKevZZKTLSXFTtn/90vpha+fLSc89Jb71lfhRt0SKpcWPP5gsApZRHir1LliyRxWJRr1698n3OXXfdJcMwtGjRIjdmBgAlV9euUpkyrhsvIECqVct14wEAAMCHlCkj/b//Jx0/bm6np0t5Tc568UXpmWekGjU8kx8AQJKHir2HDx+WJN188835PqdJkyY25wJAaWEY0tat0vjxUsuW0rFjjuNCQ6XOnV133T59WJwNAAAATlSoYL5hzCkuzju5AACcCvDERU6cOCFJCgkJyfc5WbHHs35rCK+Kioqy2U5LS/NSJoBvMwzpllukbduy9y1YII0e7Ti+d2/p99+lgweLfu1HHy36GAAAACiBDEPauNEs3rZrJw0a5Dhu+HBpxgzzccuW5nZmptmXFwBQLHjkjlyhQgVJBSvcZsWWL1/eLTkBQHFksdi3M5s3z3n8ww9L+/dLuX4fU2BNmkgxMUUbAwAAACXQ3Lnmm8lWraSPPpI+/th57O23S6+8IiUkSL/+Kv397xR6AaCY8chduX79+pKkH374Id/nLF68WJJ04403uiUnFExCQoLN1/Lly72dElAi7dsnvfee9M03zmN697bdXrZMSklxHOvnZxaIp0+XgoMLl1NwsDmJw2Ip3PkAAAAowQxD2rUre3vNGnM2gSP+/tLLL7PYGgAUYx4p9nbr1k2GYWjixInalfMfEScSEhL0+eefy2Kx6I477vBAhgDgXt9/b74nrl9feuop6cMPncfecYe5WFrdutLYsebixYGBeY8fHS3NmVPwgm9wsHledHTBzgMAAEAJYhjOj/XsKV13ne2+6dPdmw8AwG08Uux95JFHFBwcrMuXL6tz586aP3++09h58+bp9ttv16VLl1SuXDn9/e9/90SKAOBWgYG2EyZ+/lk6edJxbKVK0t695oSK996TOnUyi7/X0qWLtGpV/ls6NGlixnfpkr94AAAAlDD795szcevXl5KSHMeULZvdo7duXTN+xAiPpQgAcC2LYeT1Kz7X+eqrrzR06FBZ/vqccN26ddWhQwfVqFFDFotFR48e1erVq3Xw4EEZhiGLxaJp06Zp6NChnkgPBZSUlKTIyEhJUmJioiIiIrycEeBdx45J8fHO17K4ckUKD5cuXszeN3Wqe95HG4a0cqXZcm3OHCkjI/tYQIC5iPKjj5o9emndAAAA4KN69TJX+s3y3/9K//yn49h9+6SjR6X27enBCwAe5I76Wj7mirnG4MGDlZGRoUcffVSpqak6cOCADuZaPj6r7hwcHKxPPvlEQ4YM8VR6AFBgly5J775rLqD266/mvpYtpXr17GMDA6Vu3aRZs6Rq1cz33u5qdWaxSLGx5ldysnTkiHThghQaKtWqJYWFuee6AAAAKEaqV7fdjouT/vEPx7/tr1fP8ZtYAECJ47GZvVmOHTumDz74QIsWLdKOHTusBV4/Pz81adJEvXr10mOPPaZq1ap5Mi0UEDN7ASkzU6pZU/rzz+x9774rPfmk4/jNm6W0NLMgzIQJAAAAFFnWb/QdWbNG6tDBdt/mzdKtt7o/LwBAvrijvubxYm9O6enpOnPmjCSpcuXKCshPU0oUCxR7UVqcOyelp5stGBwZPVqaNCl7OzZWWrHCE5kBAACgVDp9Wpoxw5ypm54u/fab4zjDMHv1njtn9hobPlxq3pw+XgBQjJToNg4OLx4QoKpVq3ozBQCwc+iQ9P33ZnuGVauk55+Xxo93HNu7d3axNyxMiogwZ/wycxcAAAAut3Wr+TGxtLTsfdu2STffbB9rsUgLF5qLrpUt67kcAQBeRTkCAHL56CNp7Fhp+XJzssS8ec5jb7tNeuIJaelS6eRJ6YsvKPQCAADATZo0kXJPmJo+3Xn8TTdR6AWAUsbjJYl9+/Zp3Lhx6tKli5o2bap69epp3759NjE7duzQokWLtHLlSk+nB6CUyMx0fqx3b9vtrVulP/5wHFu+vPT++9Ltt/M+GgAAAC5w7Jg5i8ARf38p90Lmy5ebLRsAAJAHi72ZmZl69tln1ahRI73++uv66aeflJCQoIMHD+rq1as2sYmJibrzzjvVpUsXHTlyxFMpAvBxx4+bLRd695aiopy/J27bVrruuuztwECz4AsAAAC4xaVLZh/e7t3NvmAffOA8dvhwKShIGjhQWrRI+vVX+vACAKw81rP3oYce0pQpU2QYhmrVqqW2bdvqu+++cxjbvXt33XDDDTp48KC+++47jRkzxlNpAvBR+/dL9erZ7tu2TWrWzD42IMB8D332rFkY7tJFCg72TJ4AAAAohV56SXrnnezt6dOlV1913B+sUSPpxAkpNNRz+QEASgyPzOyNj4/X5MmTJUkvvPCCDh06pG+//TbPc+69914ZhqEVLGsPwAVuuMH8yimvXrzvvCNNmSLdfTeFXgAAALjZfffZbh8+LOXV1pBCLwDACY8Uez/99FNJUo8ePfTaa6/J39//mue0atVKkpSQkODW3ACUfOfOSTNnmu+R16xxHGOx2PfiXbDA7akBAAAA0oUL0jffOO8jduut5uJrWUJCpAMHPJMbAMCneKSNw7p162SxWDRq1Kh8nxMRESFJOn78uLvSAuADHn9c+vRTKT3d3K5WTWrf3nFs797S5MnSHXeYj7t391yeAAAAKGUMQ/rpJykuTpo9W0pNlWrXltq0sY+1WKSRI80evMOHS3378vEyAECheKTYe+LECUlS3bp1831OQICZWlpamltyAuAbqlTJLvRK0vffS+++63iNio4dzYWNAwM9lx8AAABKsUcflfbuzd6Oi3Nc7JWkJ5+UnnrKM3kBAHyWR9o4lCtXTpKUmpqa73MOHz4sSapUqZJbcgJQ/F26ZLZamDrVeUyvXrbbBw9KO3c6jvX3p9ALAAAAD7FYpGHDbPfNnCldvuw8HgCAIvJIsTdrRu9vv/2W73MW/NVMs3Hjxm7JCUDxtXOnuTDaddeZxdxnn5UyMhzH3nKLFBEhlS1rtmX45BOpRg1PZgsAAIBSKS3NnJkwfbrzmKFDsx/7+0sdOkinT7s/NwBAqeWRYm/Xrl1lGIYmTpyozMzMa8Zv2rRJX3zxhSwWi+644w4PZAigOClXzmzHcOmSuX36tLRuneNYi0WaP9+MWbRIevhhqXJlz+UKAACAUiYx0Wy5EBGRPTPBWfvB2rWlRx6R3ntPOnpUmjdPqlXLs/kCAEoVjxR7H3vsMZUrV07bt2/X6NGj8+zDO2vWLN1xxx26evWqwsLC9OCDD3oiRQAelJ4uxceba1Q4Ureu1LSp7b5585yPd8st5oLFAAAAgNulpkoTJkh/rU2jEyekJUucx3/8sTR2rFS1qieyAwCUch4p9taqVUsffPCBDMPQtGnTdMMNN+jRRx+1Hp88ebIeeeQR1a9fX/3799fp06dlsVg0ceJEVahQwRMpAvCA2bOlIUPM97mdOpmLEzvTu7f5p5+f+Wm3qCjP5AgAAADk6aabpNatbffFxXknFwAAcgnw1IVGjRoli8WiJ554QkeOHNFnn30my18N6CdMmCBJMgxDkhQYGKhPP/1U9957r6fSA+AB778vrVqVvT1vnv0Ca1mGDJEaNJB69JDCwz2THwAAAEo5w5B++cUs3t53n9Sxo+O44cOl9evNx23amItHAABQDHis2CtJ999/v7p27aoJEyZo3rx52rdvn83xWrVqqXfv3nr22WdVp04dT6YGwAUMQzp/XqpY0fHx3r1ti73z50uZmebs3dwaNjS/AAAAAI+YNk36z3+kvXvN7dRU58XegQOlpCRp2DBzpi8AAMWExciaTusFycnJOnHihDIyMnTdddcpnOl7JUZSUpIiIyMlSYmJiYqIiPByRvCWy5el5cvNWbrz50tt20rffec4du9ec7ZulltvlRYulGrU8EyuAAAAgFPvvis9/XT2dvny0vHjUmio93ICAPg0d9TXPDqzN7ewsDCFhYXlGZOZmSk/R9P+ABQLX38tjRqVvf3DD2YBOCjIPrZ+femBB8wib69e0l/3MwAAAMD7Bg+WnntOysgwt1NTpVmzpBEjvJoWAAAF4ZEq6ksvvaSMrH8wC2D//v1q3769GzIC4Co9e0p/td+WJKWkSPHxzuM//1x69FEKvQAAAPCgvXulF1+UmjWTLl1yHFOtmnTHHebj+vWlf/9buu02z+UIAIALeKTY+/rrr6tdu3bav39/vs+ZPHmybr31Vq3PanoPwKPS06XVq6Vnn5WioqSzZx3HVatmrkmR05o17s8PAAAAuKarV6X27c1eYq+/Lm3bZvYfc+aVV6Sff5b27DGLw8xQAACUMB5r47BhwwbdcsstmjBhgkbl/Mx3LqdPn9bo0aP1/fffyzAMlStXzlMpAvhLerpUp4505Ej2vh9+kAYNchzft6/k728uwNa7N2tUAAAAoJgoW9a+v1hcnDRggOP4Fi3cnxMAAG7kkZm97733ngIDA5WSkqIHH3xQffv21enTp+3ilixZoqZNm1oLvc2aNdOGDRs8kaJPefPNN2WxWGSxWPTLL794Ox2UQAEB5ifccsprAsTTT2fPAqbQCwAAAI9z1ppBkoYPt91eskT680/35gMAgJd4pNg7ZswYbdy4UTfffLMMw9D333+vm2++WUuXLpUkXblyRY8//rh69Oih48ePy2Kx6JlnntGvv/6qxo0beyJFn7Fr1y6NGzdOwcHB3k4FxZRhSL/9Jr36qrnehDO9e9tuL15sfgrOkZw9ewEAAACPOHFCmjBBio6WhgxxHte3rxQSIlWpIo0ZI23cKFWt6rE0AQDwJIthGIanLpaWlqYXXnhB7777rgzDkMVi0QMPPKA1a9Zo9+7dMgxDkZGRiouLU2xsrKfS8hkZGRlq27atLBaLGjRooC+//FLr1q1Tm9wNVV0gKSlJkX/1r0pMTFRERITLrwHXi4szW48lJZnb3bqZ7RkcOXpUiogwZ/j26mUWf5s3p7ALAACAYmDxYvMNanq6uV2mjHTsmHTddY7jt2wxF6IoU8ZjKQIAcC3uqK95ZGZvljJlyuitt97SsmXLFBkZKcMwNGnSJO3atUuSNGjQIG3bto1CbyG98cYb2rp1q6ZMmSJ/f39vp4NiqFy57EKvJC1fLiUnO46tWdPs2fvbb9L48Wb7Mgq9AAAAKBbatjUXjciSlibNnOk8/pZbKPQCAEoFjxZ7s9SvX1+1a9eW5a/KkcViUVhYmB588EFVqFDBY3mcOHFCCxYs0Lhx49S9e3eFh4dbe92OGDGiQGMdPnxYzzzzjBo1aqTg4GBVrlxZrVq10ttvv63U1FT3PIEcduzYoVdffVUvvviioqKi3H49FE9790rTpzs/3q2b7XvctDTpxx+dx9eo4brcAAAAgAJJSpJSUhwfq1hRuusu233OPrIGAEAp4vFi77fffqtmzZpp7dq1MgxD9evXl2EYSk5O1u23367nn39e6VkfxXGzatWqqVevXvr3v/+tH374weGicfmxcOFC3XzzzXrnnXe0e/dupaam6uzZs9qwYYOeffZZRUdH68CBAy7OPlt6erpGjBihRo0a6Z///KfbroPi6fx56R//kBo1kho0MNefOHbMcWyFClLWxPkbb5SefNI8DwAAACgWUlKkL7+UunSRrr9e+uYb57HDh5sfXRs82JzBMHeux9IEAKC48lix9+LFixo+fLgGDRqks2fPKiAgQP/3f/+nXbt2acGCBapataoyMjL05ptvqnXr1tq9e7enUpMkRUZGqmvXrgU+b+vWrerfv7/Onz+vkJAQvf766/r555/1008/afTo0ZKkPXv2qGfPnrp48aKr05Yk/ec//7G2byjDR5NKnXLlpE8/lXL+yCxY4Dz+v/+VEhLMWcDvvmu2LgMAAACKhZEjpaFDpWXLzJWF4+Kcx3btKh0/nl0cppUdAACeKfb+/PPPatasmb788ksZhqGbbrpJ69at03PPPSeLxaIePXpo+/btuvPOO2UYhrZs2aLmzZvro48+cmte48aN0/z583X8+HEdPnxYn332WYHHGDt2rFJTUxUQEKAff/xRL7zwgtq2bavOnTtr4sSJevPNNyVJu3fv1rvvvutwjJztI/LzFR8fbz1369ateu211/TMM88oOjq6UN8HFH9HjkinTjk+Vras1L277b5585yP1by51Lgx/XcBAABQDA0YYLu9apV08KDj2IAAKSzM/TkBAFCCBHjiIh07dpRhGDIMQw8++KDee+89lStXziYmPDxc8+bN06effqpnnnlGqampeuKJJ7Rw4UItWrTILXm9+uqrRTp/w4YN1sLrqFGj1LZtW7uYp59+WlOnTtWuXbs0YcIEPf/883azbwcNGqQLFy7k+7rVq1e3Ph4+fLhuvPFGvfLKK4V6Dii+EhKk2bPNwu3GjdIbb0jPPec4tnfv7E+4Va8u1a3ruTwBAACAfDt/Xlq7VurRw/HxO++UKlWSzp41t8PCpO3beYMLAEA+eaTYm5mZqfDwcE2ePFm9evXKM/bhhx9W586dNXjwYG3atElLlizxRIqFMjdHT6iRI0c6jPHz89OwYcP0/PPP6+zZs4qPj1eXLl1sYj788MNC57B161ZJUlBQkMPjWQXoOXPm6O677y70deB5/+//me0Zssyb57zY27279MIL5hoVLVpIfl5ZehEAAABwICPDbMsQFyfNmSNdvSolJko1a9rHBgZKQ4ZIv/9u9uS9+26zbxkAAMgXjxR7u3XrpmnTpqlatWr5im/QoIHWrVunl19+WW+88Yabsyu81atXS5KCg4PVvHlzp3ExMTHWx2vWrLEr9hbFqFGjHO5ftWqV9u7dq969e6tKlSqqU6eOy64J10lLk5y1We7d27bY+/PP0smTUpUq9rGVKkmvv+6eHAEAAIAiuXJF6tdPyrmGyZdfOp/J8P779BwDAKCQPFLsXbx4cYHPCQgI0Ouvv64ezj7eUwzs2rVLklSvXj0FBDj/VjZs2NDuHFeZNGmSw/0jRozQ3r179fzzz6tNmzYuvWZpkJwsJSWZ70dDQqSICNe1A9u3z5ylO2+e+em0vyZn2+nUSQoONhcklszrJyRIsbGuyQMAAADwiPLlpXvvlaZOzd4XFyc9+6zjoi6FXgAACs0jxd6iaNeunbdTcOjy5cs69deKWREREXnGVqpUScHBwUpJSVFiYqIn0iuypKSkPI8fO3bMQ5l4jmFI8fHSRx9Jc+eanzbL4u8v9ekjPfqoWWwt7PvPzZvNBdJy2rdPqlfPPjYoSLr/frMlQ+/eUocOzmcBAwAAAF5z9aq0aJG5crCzyTrDh2cXewMCpAYNzJkVoaGeyxMAgFKg2Bd7i6ucC6qFhIRcMz6r2Hsx50eXirHIyEhvp+BRmzdLw4aZM2cdyciQvvvO/IqKkqZPl6KjC36dW26RqlaVTpzI3jd/vvTkk47jP/ig4NcAAAAAPOL336UPP5RmzJBOnzZnNTgr9nboYC4wcdtt0qBBUni4Z3MFAKCUcPkyTk899ZSeeuopnchZzcohIyNDhw8f1uHDh/Mc58CBA4qOjs6zF643Xb582fq4bNmy14wPDAyUJF26dMltOeU0bdo0GYZBC4d8WLpU6tjReaE3t4QEM37pUtv9x45Jn38u9eplFo8d8fMzj+dUiC4nAAAAgPcdOGCuKnz6tLm9aZPzN9V+fubH5x5/nEIvAABu5PKZvRMmTJDFYtEDDzygqlWr2h3fvXu3mjZtKj8/P6Wnpzsd59KlS9qyZYssxbRfU1BQkPXx1atXrxl/5coVSVK5ErKS7LXaTRw7dkytWrXyUDbus3mz2Z4hqy9ufqWkmOetWmXO8B00SJo5M/v4rbc6n/nbu7c5m7dXL/Px7bcXPn8AAADAa7p0kWrUMGc9ZImLk95803s5AQBQynmtjYNhGN66tEuE5ugtlZ/WDCl/VRPz0/KhOLhWH2JfYBhm64aCFnqzpKSYrce2bTMXcMtp3jxp/HjH5/XoYb4f9nP5vHoAAADARQxDWrvWLN7+85/SjTfax/j7S0OGSG+9ZW63a2e/QAUAAPAoyk2FFBQUpPC/Pn50rcXMzp49ay32lrZeuMVZfHz+Wzc4s2OHtHKlOUM3p61bpT/+cHxOQACFXgAAABRjH3wg1a9v9tmdNMlcsMKZ+++XXnpJ2rtXWrNGGjDAc3kCAAA7lJyKoFGjRpKkffv25dmSYvfu3XbnwPs+/th147RtK113nRQWZr6//eorcxsAAAAocfbtk/bvz96ePl3KzHQc27Ch+ZG2evU8kxsAAMgTxd4iaN++vSSzRcOmTZucxq1cudL6uF27dm7PC9eWnCzNmeOasWbPllJTzRm+J0+avXvvu08qIR07AAAAAFvDhtluHzokrV7tlVQAAEDBUOwtgrvvvtv6eOrUqQ5jMjMzNf2vjz1VrFhRnTp18kRqLhcVFWXz1blzZ2+nVCRJSVJGhmvGysiQjhyRoqKksmVdMyYAAADgFrt3S88/by6u5mwdlebNpcaNzccNG0r//a90002eyxEAABSa1xZo8wWtWrVShw4dtHr1ak2ePFnDhw9X27ZtbWLeeecd7dq1S5I0ZswYlSlTxhupIpd8rKlXIBcuuHY8AAAAlHLJyeYMhYsXzY+MRUSYPcMK68QJqVcv6ddfs/dt2CC1amUfa7FI779vXq9lS3MbAACUCKW62LtmzRrt27fPun3q1Cnr43379mnatGk28SNGjLAb4/3331e7du106dIlde3aVS+88II6deqkS5cuaebMmZo4caIkqUGDBnr66afd8jw8ISHXSmZJSUklerE5V7dYCA117XgAAAAohQzDXEX4o4+kuXNtP4rm7y/16SM9+qgUG1vwAmyVKlKO/+9IkuLiHBd7Jen22ws2PgAAKBYshuHsszuF4+fnJ4vFou3bt6tx1kd/ckhISFDTpk1lsViUkcfn6PMbVxQjRoxQXFxcvuOdfavmz5+vIUOGKDk52eHxBg0aaOHCharnQ4sW5Cz2JiYmKiIiwssZFUxyslS5smtaOQQESKdPF22iBQAAAEq5zZvNXrm5Jlk4FBVlLpoWHW273zCktDTnvcVefVV65ZXs7cqVpWPH6EUGAICXuKO+5raZvR9//LGqVq1qt//EiRPWx+PHj3d6fs644q5Xr17atm2b3n//fS1cuFBJSUkqW7as6tWrp3vvvVePPfaYypcv7+00kUNYmDkx4rvvij5Wnz4UegEAAFAES5eabypTUvIXn5AgdexorjjcpYtZsP3qK3Ombrdu0ttvOz5v2DCz2FutmjRkiDR8OIVeAAB8jNtm9rqCYRhundmLwivpM3slacUKyRXrzK1YYX6SDgAAACiwzZvNwm1+C705BQdLTz8tvfaalJlp7qtWzez1G+BkXs/atVLr1s6PAwAAj3FHfc2vyCM4YBiGS74Ad4qNNT8BVxRNmkgxMS5JBwAAAKWNYZizbQtT6JXM82bMyC70StKff0o//uj8nHbtKPQCAODDXP6v/IoVK1w9JIqBqFxV0bS0NC9l4joWi9nqrCgTKeLiWJwYAAAAhRQfn78evXnZu1e66SZpz57sffPmST16FG1cAABQIrm82BvDNEeUINHRZquzgrRIk8xC75w59mtiAAAAAPn28ceuGad8efMNar9+5kxheowBAFBq8fkd5EtCrhkHOXuKlHRdukirVuV/8eMmTcwZvRR6AQAAUGjJyebsAVfYtk06fFiqWdM14wEAgBLLLT17gZImOlravt1cbK1fP8nf3/Z4QIB0773m8W3bKPQCAACgiJKSJFctRJ2RIZ0/75qxAABAicbMXuAvFov5ibfYWHOixZEj0oULUmioVKuWFBbm7QwBAADgMxITXTvehQuuHQ8AAJRIFHsBB8LCKO4CAADAxa5ckRYsMFcJXrjQtWOHhrp2PAAAUCJR7AUAAAAAT/jzT7NnmKsFBJgfRQMAAKUePXsBAAAAwBOuv17q1Mn14/bpw8fSAACAJGb2Ip+ioqJsttPS0ryUCQAAAFBMJSdL330n3XST1K6d45hhw8xVfyWpbFnp6tWiX/fRR4s+BgAA8AnM7AUAAACAovjlF+m++6Rq1aRRo6QJE5zH3nOP1LWrNGWKdOKElGtSRYE1aSLFxBRtDAAA4DOY2Yt8SUhIsNlOSkpSZGSkl7IBAAAAipGtW6UZM7K3582Tzp6VKlWyjw0NlZYsyd6ePl3q2FFKSSn4dYODpbg4yWIp+LkAAMAnMbMXAAAAAIqif3+zJUOWq1elb7/N37nR0dKcOWbhtiCCg83zoqMLdh4AAPBpFHsBAAAAwJlLl8zCbZ8+0oULjmMqVZJ69zYfBwSYj2+6Kf/X6NJFWrUq/y0dmjQx47t0yf81AABAqUCxFwAAAAByMwzp73+XatSQBgyQ5s6VZs1yHv/EE9IHH0hHj0rffy/FxhbsetHR0vbt5uJt/fpJ/v62xwMCpHvvNY9v28aMXgAA4BA9ewEAAAAgN4tFSkyUzp/P3jd9ujRihOP4Dh3Mr6JeMzbW/EpOlo4cMWcTh4ZKtWpJYWFFGx8AAPg8ir0AAAAASi/DcL7A2bBh0vz52dsrVkh//CHVru3+vMLCKO4CAIACo40DAAAAgNIlLU1auNBsz3DPPc7j7rxTqljRLAbfdpsUFyeFh3ssTQAAgIJiZi8AAACA0mPTJqlHD+nECXPbz086dszszZtbUJA0Y4a5cFpkpGfzBAAAKASKvciXqFwrA6elpXkpEwAAAKAIGjaUUlKytzMzpa+/lp5+2nH8HXd4Ji8AAAAXoI0DAAAAAN+Smmpb0M0pOFjq189234wZ7s8JAADAAyj2Il8SEhJsvpYvX+7tlAAAAIBsmZlSfLx0//1StWrS1KnOY4cPN/9s3Vr66CNpyRKPpAgAAOButHEAAAAAUPI9/rj08cfZ29OnS4895jg2Jkbas0dq0MAzuQEAAHgIM3sBAAAAlHx33mm7vWGDtGuX41g/Pwq9AADAJ1HsBQAAAFD8Xb0qrVrl/HiXLlL16tnbfn7Szz+7Py8AAIBihGIvAAAAgOLJMKSNG6UnnpBq1TLbLxw44Dg2IEAaPFiKipLefFNKTJRGjfJsvgAAAF5Gz14AAAAAxVNamtStm3TmTPa+L7+Uxo1zHP/669Jbb0kWi2fyAwAAKGaY2QsAAACgeCpbVho0yHbf9OnmjF9HAgMp9AIAgFKNYi8AAAAA78jIkH76SVq40HnMsGG229WrS6dPuzcvAACAEoo2DgAAAAA86/Bh6dNPpS++kJKSpMaNpR49HM/KbdlSuuMOqXVracgQqV49z+cLAABQQlDsRb5ERUXZbKelpXkpEwAAAJR4f/wh/fe/2ds7d0qbN0vNm9vHWizS4sWeyw0AAKAEo40DAAAAAM9q106qW9d23/Tp3skFAADAh1DsRb4kJCTYfC1fvtzbKQEAAKA4Mgxp/Xrp73+XEhIcx/j5SUOHZm83ayY1beqZ/AAAAHwYbRwAAAAAuMann0rvvSf9/ru5HRwsvfmm49hhw6SUFLPo26yZ53IEAADwYczsBQAAAOAahw5lF3ol6csvpYwMx7E33ii9/TaFXgAAABei2AsAAADANXK2ZpCkY8ekn37yTi4AAAClEMVeAAAAANe2Y4f0j39I7dtLmZmOY6KipObNzcf16knjx5v7AAAA4BH07AUAAADg3JkzUpcu0ubN2ftWr5ZiYhzHv/WWFBQktWkjWSyeyREAAACSmNkLAAAAIC+VKklXrtjumz7deXynTlLbthR6AQAAvIBiLwAAAFDaGYaUkuL4mMUiDRtmu+9//5MuX3Z/XgAAACgQir0AAABAaXXggNlXt3596bnnnMcNHiz5+Uk1a5pxP/9stmoAAABAsULPXgAAAKA0mjJFGjUqe3vGDOndd6XAQPvYWrWk9eulW2+V/P09lyMAAAAKhJm9AAAAQGnUqZPt9tmz0sKFzuNbtKDQCwAAUMxR7AUAAAB81datUnq642N160odO9ruW7bM/TkBAADAbWjjgHyJioqy2U5LS/NSJgAAAMjT8ePSV19J06dL27aZs3V79HAcO2yYtGOHNGiQ+bhlS8/mCgAAAJei2AsAAAD4kr59pXXrsrenT3de7B0yRBo6VCpb1jO5AQAAwK0o9iJfEhISbLaTkpIUGRnppWwAAADg1JAhtsXeuXOlc+ekihXtYx0txgYAAIASi569AAAAQEmyd680a5bz4wMGSGXKZG9XrSrt2+f+vAAAAOB1zOwFAAAAiruLF7P78P78sxQcLHXrJoWE2Mded53Zg9diMfvwxsZKfszxAAAAKA0o9gIAAADF3cWL0t//LmVkmNspKdKcOWa/XUfi4jyXGwAAAIoNfsUPAAAAFHfVq5szeXOaPt07uQAAAKDYotgLAAAAeNuRI9Kbb0o//ug8Ztiw7Mfh4VKTJpJhuD83AAAAlBi0cQAAAAC85aefpDfekJYtMwu3PXtKXbs6ju3dW7rvPnMBtu7dbRdhAwAAAESxFwAAAPCepCRp6dLs7R9+kP78U6pWzT62XDlzkTYAAADACdo4AAAAAN5yzz1S+fLZ2xkZ0owZ3ssHAAAAJRrFXgAAAMAdTp+WPv5Y6tBBOnPGcUxIiFnwlaTQUGnUKKl9e8/lCAAAAJ9CGwcAAADAlQxDGjxY+u47KS3N3Pftt9LDDzuOHzPG7MF71122s3wBAACAAmJmLwAAAOBKFouUnp5d6JWk6dOdxzdvLg0aRKEXAAAARUaxFwAAACiMq1edHxs2zHZ73Trp99/dmw8AAABKPYq9AAAAQH5duCDFxUm33Wa2XnCmWzepShUpMFAaMEBauFC64QbP5QkAAIBSiZ69AAAAQH5s2CDFxkqpqdn7/vhDql3bPrZMGen776VGjaSKFT2VIQAAAEo5ZvYCAAAA+XHzzVLZsrb7vvjCeXzbthR6AQAA4FHM7EW+REVF2Wyn5VxwBAAAwFecPGnOynVUpA0MlAYOlD79NHvfvHnSiy96LD0AAAAgL8zsBQAAQOl25Yo0a5Z0111SzZrSpEnOY4cNk/z9pTvvlL79Vlq1ynN5AgAAANfAzF7kS0JCgs12UlKSIiMjvZQNAACAC40daztbNy5OevppyWKxj23TRjp6VKpa1WPpAQAAAPnFzF4AAACUbgMG2G7v2CFt3eo41mKh0AsAAIBii2IvAAAAfFtysjR7tvPjHTtK11+fvV2unLR9u/vzAgAAAFyMYi8AAAB8T2am9MMP0n33SdWqSffcI+3c6TjWz8/sxRsbK02ZIh0/Lg0d6tF0AQAAAFegZy8AAAB8T2amNHKkWbjN8sUX0n//6zh+/HjHPXoBAACAEoSZvQAAAPA9AQHS4MG2+778UsrIcBxPoRcAAAA+gGIvAAAASp5Ll6RvvpFmzHAeM3x49uOAACk6Wjp71v25AQAAAF5CGwcAAACUHL//Lr31lvTtt+bCazfcIA0c6HhmbtOmZu/dli3NmCpVPJ8vAAAA4EEUewEAAFBynD8vTZqUvX3ggLR2rdS+veP46dM9kxcAAABQDNDGAQAAACVHixZSw4a2+yjoAgAAAJIo9gIAAKC4SEuTFi6UBgyQNm1yHGOxZPfitVik226TunTxXI4AAABAMUYbBwAAAHjfm29K77wjnThhbletKjVv7jh2yBDzz8GDpchIz+QHAAAAlADM7AUAAID3paZmF3olacYM6epVx7EREdI//0mhFwAAAMiFYi8AAAA8IzPT+bGhQ223T5+WFi92bz4AAACAj6HYCwAAAPfJzJTi46X775caNZLS0x3H3Xij1K6d+bhNG+mjj6QOHTyWJgAAAOAL6NkLAAAA9zh7VrrlFunw4ex9y5ZJd9zhOP6996SwMOmmmzySHgAAAOBrmNkLAAAA96hUyVxoLafp053Ht2xJoRcAAAAoAoq9AAAApU1ysrRzp/Trr+afycmFH+vqVbO/rjPDhtluz5snXbpU+OsBAAAAcIpiLwAAQGlgGNKKFVK/flLlylJUlNS6tfln5crSvfeaxw0jf2Nt3Cg98YRUq5b07LPOYwcOlAICpCZNpLfekn7/XSpXznXPCwAAAICVxTDy844esJWUlKTIyEhJUmJioiIiIrycEQAAcGrzZnOGbULCtWOjosxWC9HRzmMmTpQeeih7OyRE+vNPqXx5x/EHD0p16kgWS4HSBgAAAHyZO+przOwFAADwZUuXSh075q/QK5lxHTua5zlz552SX463kRcvSnPmOI+vW5dCLwAAAOABFHsBAAB81ebNUp8+UkpKwc5LSZF695Z++cXx8Zo1pS5dbPdt2lS4HAEAAAC4TIC3EwAAAIAbGIbZuqGghd4sly9LAwZIhw45npU7bJjZf3fYMGnIEKlevSKlCwAAAKDoKPYiX6Kiomy209LSvJQJAADIl/j4/LducObwYWnlSik21v5Y//7SoEG0ZwAAAACKEdo4AAAA+KKPP3bNOO+953h/QACFXgAAAKCYYWYv8iUh18ygnKsFAgCAYiY5Oe8F0wpi4UJzvLAw14wHAAAAwG2Y2QsAAOBrkpKkjAzXjJWRIR054pqxAAAAALgVxV4AAABfc/Gia8e7cMG14wEAAABwC4q9AAAAJd3+/dLp09nbISGuHT801LXjAQAAAHALir0AAAAl0c6d0vjxUrNmUr160pdfZh+LiJD8/V1znYAAqVYt14wFAAAAwK0o9gIAAJREb74pvfyytG2buT17dvaxsDCpTx/XXKdPHxZnAwAAAEoIir0AAAAl0T332G6vXi39+Wf29qOPuuY6rhoHAAAAgNtR7AUAAChOrl6VliyRHnxQ6t7deVyXLra9eatUkfbsyd6OjZWiooqWS5MmUkxM0cYAAAAA4DEB3k4AAAAAf9m1S2rbVjp/PnvfoUNSnTr2sUFB0gMPSIYh9e0rtWtn26fXYpGmT5c6dpRSUgqeS3CwFBdnjgMAAACgRGBmLwAAQHFRv765IFpOc+Y4j3/vPWnCBLOg62hBtuho8/zg4ILlERxsnhcdXbDzAAAAAHgVxV4AAABPOXlSmjxZ2r/f8fGAAOmuu2z3zZpVtGt26SKtWpX/lg5NmpjxXboU7boAAAAAPI5iLwAAgLt99ZXUubNUvbrZeuHrr53H9u1r/tmmjfTmm9K0aUW/fnS0tH27tGKF1K+f/SzggADp3nvN49u2MaMXAAAAKKHo2QsAAOBu69ebhdQss2dLL73kOLZLFykpSapVy7U5WCzmom2xsVJysnTkiHThghQaal4rLMy11wMAAADgcczsBQAAKCrDkE6dcn78nntst7dskQ4ccBxbtqzrC725hYVJjRpJrVqZf1LoBQAAAHwCM3sBAAAKwzCkjRvNWbqzZpnbv/9uzqDNrX17qUoVs2dv+fJS9+7SlSuezxkAAACAT6PYCwAAUBi//WbOjM1pxw6paVP7WH9/6Y03pEqVpK5dzYIvAAAAALgYxV4AAIDCuPVW6frrpcOHs/fNnu242CtJI0d6Ji8AAAAApRY9ewEAAHJLTZXmzpWGDpU2bHAcY7FIffva7lu3zu2pAQAAAIAzzOwFAADI6dlnpY8/Ngu+klS9utSypePYvn2lhQvNBdj69pVatPBcngAAAACQC8VeAACAnAIDswu9ktma4c03nS+8tmeP42MAAAAA4GG0cQAAAKXLkSNSfLzz4/fcY7t94IC0bZvjWIuFQi8AAACAYoOZvQAAwPedPClNm2bO0v3lF6laNbPo6+9vH3vLLVKdOubCazExZnuGWrU8nDAAAAAAFBzFXgAA4PvOnpWeey57+88/zaJvu3b2sRaL9M030g03SOHhnssRAAAAAIqINg4AAMA3GIaUmen4WIMGUlSU7b7Zs52P1aoVhV4AAAAAJQ7FXgAAUHJlZEirVkljxki1a0tLlzqPzdmLt0IFKYAPOAEAAADwLfwvBwAAlFy9ekmLF2dvz54tdevmOPbee6Xjx80evJ06SWXLeiZHAAAAAPAQZvYCAICSKzbWdnvuXHO2ryNNmkiffWYWgyn0AgAAAPBBFHsBAEDxlJwsff219MEHzmP69LHdPnFC+vVX9+YFAAAAAMUUbRwAAEDxsmuX9Mwz0rJl0tWrUliY9NBDUmCgfWz9+lLTppKfn9meoW9f+4XYAAAAAKCUYGavj6hTp44sFovDr4cfftjb6QEAkH8VKkiLFpmFXsmc4bt8ufP4tWulLVukcePMVg0Wi0fSBAAAAIDihpm9PqRChQoaO3as3f4WLVp4PhkAAPKyf79Uo4ZUvrz9sZo1pbZtpXXrsvfNni117+54rNBQ9+QIAAAAACUMxV4fUrFiRb3yyiveTgMAAMcSEqRZs8yvbduk//1P6tfPcWzfvmaxt0wZqUsX6fbbPZsrAAAAAJRAFHsBAIBnPPmktHRp9vbs2c6LvQMHSrVqST16mG0dAAAAAADXVOp79p44cUILFizQuHHj1L17d4WHh1t73Y4YMaJAYx0+fFjPPPOMGjVqpODgYFWuXFmtWrXS22+/rdTUVPc8gRyuXLmiuLg4/ec//9Enn3yirVu3uv2aAADkW9++ttsLFkhXrjiOjYiQBg2i0AsAAAAABVDqZ/ZWq1bNJeMsXLhQgwcP1vnz5637UlNTtWHDBm3YsEGTJk3SokWLdMMNN7jkeo4cP37crkB9xx136IsvvlB4eLjbrgsAKOWuXpVWrDDbM2RkSJMnO4676y7p0UclwzC3g4Kk33+Xmjb1XK4AAAAA4MNK/czenCIjI9W1a9cCn7d161b1799f58+fV0hIiF5//XX9/PPP+umnnzR69GhJ0p49e9SzZ09dvHjR1WlLku6//37Fx8fr5MmTSk5O1i+//KLu3bvrhx9+UO/evWVk/ccaAABXWrtWqlZNuuMO6fPPpa++ki5ccBxbo4bUv780Zoy0cqV07BiFXgAAAABwoVI/s3fcuHFq2bKlWrZsqWrVqunQoUOqW7dugcYYO3asUlNTFRAQoB9//FFt27a1HuvcubPq16+v5557Trt379a7776rcePG2Y0RHh6u06dP5/uaK1asUGxsrM3zyKl169ZasGCBYmJitGbNGi1atEg9e/Ys0PMCAOCaoqKknL/IvHJFWrRIGjDAcfzMmZ7JCwAAAABKoVJf7H311VeLdP6GDRsUHx8vSRo1apRNoTfL008/ralTp2rXrl2aMGGCnn/+eZUpU8YmZtCgQbrgbCaUA9WrV79mjJ+fn0aOHKk1a9Zo7dq1FHsBAAV38qQ0b550993SddfZH69YUbrtNmnJkux9s2c7L/YCAAAAANym1Bd7i2ru3LnWxyNHjnQY4+fnp2HDhun555/X2bNnFR8fry5dutjEfPjhh27JL6tXrycWiAMA+JDJk82WDCtXSpmZksUi3X+/49i+fc1ib5s25uPcC7EBAAAAADyCnr1FtHr1aklScHCwmjdv7jQuJibG+njNmjVuzyvL+vXrJUl16tTx2DUBAD5g8WJz0bXMTHN79mznsQMHSklJ0rp10rPPSjfe6JkcAQAAAAA2KPYW0a5duyRJ9erVU0CA84nSDRs2tDvHVXbu3Klz587Z7V+zZo3effddBQYGqi+zrAAAORmGdP688+O5/91YulRKTnYcGxYm1arlutwAAAAAAIVCG4ciuHz5sk6dOiVJioiIyDO2UqVKCg4OVkpKihITE12ax7fffqs333xTt912m+rUqaPAwEDt2LFDP/74o/z8/PTpp5/q+uuvL9CYSUlJeR4/duxYUVIGAHiDYUgbN5qzdGfNkmrWlP7qO2+nZ0+pTBkpLU0qX17q3l06e9Ys7AIAAAAAiiWKvUWQc0G1kJCQa8ZnFXsv5ly13AU6deqkXbt2afPmzVq5cqUuX76satWqacCAAXryySfVqlWrAo8ZGRnp0hwBAMXA4sVmETfL/v3SiRNS1ar2sRUqSP/5j1SvntS1q1nwBQAAAAAUaxR7i+Dy5cvWx2XLlr1mfGBgoCTp0qVLLs0jJibGpicwAAAOdeokBQdLKSnmdmamNG+e9MADjuOfecZzuQEAAAAAioyevUUQFBRkfXz16tVrxl+5ckWSVK5cObfl5CqJiYl5fv3666/eThEAkFNqqjRnjjR0qPTHH45jypWTevSw3eesjQMAAAAAoMRhZm8RhIaGWh/npzVDyl8zqfLT8sHbrtWDGABQjDz0kPTll2bBV5KaN5fGjnUc27evtGWLdM895uMWLTyVJQAAAADAzZjZWwRBQUEKDw+XdO0Fzc6ePWst9tIPFwDgUmlp2YVeyVyAzZn+/aU9e6T//ldq2VKyWNyfHwAAAADAIyj2FlGjRo0kSfv27VN6errTuN27d9udAwBAvhw5Im3c6Px4376222vWSMePO47186PACwAAAAA+ijYORdS+fXutXr1aKSkp2rRpk1q3bu0wbuXKldbH7dq181R6LhMVFWWznZaW5qVMAKCUOHZM+uoradYs6ZdfpOhoadMmx7G33y6FhJize2NizOJvjr7yAAAAAIDSgZm9RXT33XdbH0+dOtVhTGZmpqZPny5Jqlixojp16uSJ1AAAJdnu3dKzz5qFXknavFk6eNBxbFCQ9P335mze5culxx6TKlb0WKoAAAAAgOKBYm8RtWrVSh06dJAkTZ48WevWrbOLeeedd7Rr1y5J0pgxY1SmTBmP5ugKCQkJNl/Lly/3dkoAUPIZhvnlSIcO0l994a3mzHE+VufOUpUqrssNAAAAAFDilPo2DmvWrNG+ffus26dOnbI+3rdvn6ZNm2YTP2LECLsx3n//fbVr106XLl1S165d9cILL6hTp066dOmSZs6cqYkTJ0qSGjRooKefftotzwMAUEJkZEhr15qLqM2eLS1eLOVqlSNJCgiQ7rpLmjzZ3K5QQbp0ybO5AgAAAABKFIthOJtSVDqMGDFCcXFx+Y539u2aP3++hgwZouTkZIfHGzRooIULF6pevXqFyrO4SUpKUmRkpCQpMTFRERERXs4IAEqIli1tF1t79VVp3DjHsStWSDNnmj14O3WSypb1TI4AAAAAALdzR32NNg4u0qtXL23btk1PPvmkGjRooPLly6tixYpq0aKF3njjDf32228+U+gFABTB3/5muz17tvPYTp2kzz6TunWj0AsAAAAAuKZSP7MXhcPMXgBwIDlZWrhQysyUBg92HLNqlRQTY7vvwAGpbl335wcAAAAAKDbcUV8r9T17AQAoso0bpVdekZYula5elerVk+67T7JY7GPbtZOqVpVq1DDbM/TtK9Wp4+mMAQAAAAA+iGIv8iUq1+JBaWlpXsoEAIohi8Wc0Ztl3z5pxw6paVP7WH9/adcuqXJlz+UHAAAAACgV6NkLAEB+HDhgtmdwJDpaql3bdl9evXgp9AIAAAAA3ICZvciXhIQEm+2cPUUAwGclJJhF21mzpK1bpZ9/ltq2tY+zWMx2DO+9J5UpI3XpIt1yi8fTBQAAAACUbhR7AQBwpn9/aefO7O3Zsx0XeyVp1CipZUupRw+pQgXP5AcAAAAAQA60cQAAwJm+fW23Z8+WDMNxbFSUNGgQhV4AAAAAgNdQ7AUAlD5Xr0pLlkgPPSS9+KLzuHvusd2+cEE6etS9uQEAAAAAUEi0cQAAlC7z50vDhknnzpnb1apJr74q+fvbxzZrJsXEmP13+/aV2rVzHAcAAAAAQDFAsRcAULrcdFN2oVeS/vxT+uUXs5Cbm8Uixcd7KjMAAAAAAIqEYi/yJSoqymY7LS3NS5kAwDWcOmXO3h08WCpb1v54gwZSkybSjh3Z+2bPdlzsBQAAAACgBKHYCwAo+QxD+uQTadYsaeVKKSNDqllT6tbNcXzfvmaxt3Vr83G/fp7NFwAAAAAAN6DYi3xJSEiw2U5KSlJkZKSXsgGAXCwWafp0af367H2zZzsv9j76qDR6tBQR4Zn8AAAAAADwAD9vJwAAQL4YhpSa6vx4376223PnmjN8HalWjUIvAAAAAMDnUOwFABRfhiFt2CA9/7zUsKE5G9eZnMXe8uWlDh1sF2IDAAAAAMDH0cYBAFB8TZkiPfBA9vbx49KVK1JgoH1svXrSP/5h9uHt1s0s+AIAAAAAUIpQ7AUAFF/du9tuJydLy5fb78/yf//n/pwAAAAAACimaOMAAPCOS5ek77+XRo6ULl50HFOzpvS3v9nuW7rU/bkBAAAAAFACMbMXAOBZhiENHmwWerMWXOvRQ7r3XsfxfftKJ05I99xjfrVo4blcAQAAAAAoQSj2AgA8y2KRTp3KLvRK0uzZzou9Y8ZITz1lngcAAAAAAJyi2It8iYqKstlOS0vzUiY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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 701 + } }, "output_type": "display_data" } @@ -182,6 +176,8 @@ " resultj[i]=a.best\n", "\n", "improvement = result/resultj\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.loglog(N,resultj,':r')\n", "plt.loglog(N,result,':b')\n", "plt.loglog(N,resultj,'or',label='jit')\n", @@ -204,36 +200,39 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "290 µs ± 30.5 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "644 µs ± 29.9 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.09 ms ± 124 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "13.3 ms ± 1.25 ms per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "52.4 ms ± 2.81 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "202 ms ± 2.24 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "14.6 µs ± 1.53 µs per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "22.2 µs ± 3.18 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "62.7 µs ± 5.53 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "217 µs ± 12.3 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "817 µs ± 20.1 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.23 ms ± 121 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "93.6 µs ± 754 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "226 µs ± 8.41 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.07 ms ± 7.7 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "4.45 ms ± 18.2 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "17.6 ms ± 162 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "69.7 ms ± 748 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", + "3.87 µs ± 19.5 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "6.08 µs ± 16.2 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "20.8 µs ± 69.7 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "78.3 µs ± 1.31 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "297 µs ± 2.59 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.18 ms ± 17.3 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] }, { "data": { - "image/png": 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de+657Lrrrpx++ulJPyfXf2fnMuWoo2D8eKteatw47GjCIyKTVbVP/HbPlTngiiuu4KOPPuLwww8POxTn8sKMGXD88fDzz1a+6SYbRV3ISaI6eZUoUtXrKdtcd911TJgwgTZt2oQdinM5SzXa7b2yEt58Ez7/3MrbbVfYbRA1yatEkapeT8653BY/s8Lw4fD739ukfADdu1u7xAEHhBll7sirRFGTfGyPqUoh/a7OxUo0s8KgQdaTaZ99ovvF9FZ3NSiYRFFUVMSCBQsK4gNUVVmwYAFFRUVhh+JcxlU1s8LEifCXv4QTU64rmO6x7du3p6Kigp8jrVd5rqioiPbt24cdhnMZs2ABXHNN+mZWKGQF0z3WOZefVqywAbHLltlSo6tX26JB8Tp1gvLyjIeXU7x7rHMu75xxBvzxj3a/RQv47ju4++7MzaxQKDxROOdyxtq18MIL1r0V4A9/gMMOswn7wGZzLS6G0lK7ghCxn6Wl6ZtZoRDkVdVTTBvFwK+//jrscJxzKfbcc3DssbY4UL9+YUeTfwqi6snHUTiXX1avhiuvhCeesPIRR8DLL8Mhh4QbV6HJq0ThnMsPy5fbz8aN7eph4kQrN2oEf/qTT9SXaf5yO+eyyk032ZQaq1ZZG8O778Idd4QdVWHLq3EUzrncowr/+59NsdG6Ney5JyxaZNVORUV2c+HyKwrnXKi+/NKqk4YNs/J++8ENN8DGG4cbl4vKqyuKVC1c5JxLr6FDYckS+Pe/bYK+sWOhb9+wo3JVyasrCu/15Fz2il2xd9IkeP99q3YC68XUpEk4cbma5VWicM5lpxEjYMstbeQ02AC4l1+2xmqX/TxROOfSYvx4a38A2GMPW4c6ctXgVw+5xROFcy7lli2zkdM332zl9u3hvvtg663DjcvVjScK51xKjBgBf/ub3W/RAsaMgbvuCjcmlxqeKJxzdbZkSbRBurwcPvrItgHsvbclDJf7PFE45+rk44+hQwcbLAdw3nnwySc+/iEf5VWiEJH+IlK6ePHisENxLi998YV1awXo0cOWFu3UycqNG3svpnyVV9OMR/gKd86lnir06gVNm8KECWFH49KhIKYZd86l1nvvwVFH2bxLIvD449ZI7QqLJwrn3HpWrYKVK+3+8uUwZUp0oNwuu8Bmm4UXmwuHJwrn3G8WLIDOnW0uJrCpNWbMgO23DzUsFzJPFM4VuNmzYfRou9+mDZxxhk31DVbd1Civpg51deF/As4VuEsvtS6uc+daQ/V//hN2RC7b+BWFc3murMyqkxo0sJ+33AL9+9uVBMD119uYiKZNw4zSZTO/onAuj5WVQUkJrFhh5Vmz4KqrLCl89ZUNmOvSJdwYXfbzKwrn8tjgwdEkEbFypY2ePvDAcGJyucevKJzLQ4sXW7vD998nfjxS7eRcMnLiikJEjhSRB0XkaRE5JOx4nMt2994LJ5wAW22V+PGOHTMbj8ttaU8UIjJMRH4Skalx2/uJyAwR+UZELq3uGKo6UlUHAoOAAemM17lc9MsvMGgQvPWWlc86yxqob74ZmjVbf99mzWDIkIyH6HJYJq4oHgX6xW4QkYbAPcChwI7AiSKyo4jsLCIvxd02j3nq5cHznHPYyGmwD/+xY2Fq8HVsk02gd28oLrZlRzt1sjERnTpZubg4tJBdDkp7G4WqviMineM27w58o6ozAUTkKeAIVb0BOCz+GCIiwI3AK6r6cZpDdi4nnH02fPghTJ4MRUU2gjrREqPFxZ4YXP2E1UaxNRDbnFYRbKvKucBBwLEiMijRDiJSIiKTRGTSzz//nLpIncsSlZU2gnrtWiv37QsDBkTLvg61S5caryhEZDvgPmALVe0hIj2Bw1X1+rRHF1DVu4BqF1VU1VKgFGya8UzE5VwmvfYaHH44PPssHHssHH982BG5QpHMFcWDwGXAGgBVnQKcUM/zzgE6xJTbB9vqxRcucvmkshLuuAMee8zKBx8MI0fCkUeGGZUrRMkkimaqGr9Mydp6nncisK2IdBGRJljiGVXPY6Kqo1W1pFWrVvU9lHOhWb3afjZoAC+8AK+/Hi0fcYRP0ucyL5lEMV9EtgEUQESOBX5I9gQi8iQwHtheRCpE5ExVXQv8HRgLTAeeUdVptY5+w3P5FYXLacOGQdeusHSplceMgeHDw43JuWS+m5yD1f3vICJzgO+Ak5I9gaqeWMX2MUBK18pS1dHA6D59+gxM5XGdS6epU2GLLaBtW1uH+pBDbNqNli2hRYuwo3MuiUQRdGE9SESaAw1UdWn6w3KuMPzwg61DfcklNghu993t5lw2SabX0ybAKUBnoJENaQBV/Uc6A6sLEekP9O/WrVvYoThXpf/9D6ZNgwsvtCk2nnzSJ+hz2S2ZNooxWJL4HJgcc8s63pjtslVlZfT+qFHwwAPRRuvjjoPWrcOJy7lkiGr1Qw5E5GNV3TVD8aREnz59dNKkSWGH4RwAEybAiSfCSy9B9+42s2uzZtC4cdiRObc+EZmsqn3itydzRTFcRAaKyFYi0jpyS0OM9ea9nly2WLgQvvvO7nftaosDrVxp5VatPEm43JLMFcU5wBBgEUEXWUBVtWt6Q6s7v6JwYaqshG7dYMcd7SrCuVxR1RVFMt1jLwS6qer81IflXH746it45hlbUa5BA7j9druScC4fJFP19A2wosa9nCtAkQvyN96w7q0zZ1r5yCOhZ8/QwnIupZJJFMuBT0XkARG5K3JLd2B14W0ULlPmzbMurc89Z+XTT4dZs2CbbcKNy7l0SKbqaWRwy3o+Mtul07p1tgZ1ly6w2WbWFrFmjT1WVGQ35/JRMiOzH8tEIM5lu7/8BSZNsgWCGjWCcePCjsi5zKgyUYjIM6p6vIh8TrS3029U1WtgXV5bsgQeesjWom7WzNah/uUXa6x2rpBUd0VxR/Bzg6VJs5VP4eFSacoUm2ajc2c4+mhbUc65QlTlOIpcHJEd4eMoXF1UVsK550KHDnDppbbtiy9sPIRzhaAuI7MljfE4lzV+CFZXadAA5s+3UdURniScqz5RbB3bHTb+lrEInaunsjKrPmrQwH6WlUUfu/NO69L6009WfuopuOmmEIJ0rj6q+yNPgeraKFaSpbPEOpessjIoKbGFgMDGOpx5piWGf/4TDj3U5mCKdG0Vv452uSbRH3lJid0vLk7JKbyNwuW1zp3t/ybexhvbLK7O5bxOnWyAT6Lt5eW1OlRd2ihW1+oMWcBHZrt4if5/ILomtXM57bvvqv4jr2p7HVSZKFR1j5SdJUN84SIX8eOP9rNjx8SPV7XduaxXUQHvvmv3O3WC5s0T75fCP3IfOuTyztix1sV1/HibqK9Zs/Ufb9bMtjuXk049FU47zfpzN2hgyyWm+Y/cE4XLearw6qvw/vtW3ntvuOAC+0JVXAylpfbFS8R+lpamrI3PufSbMgUGDIjWl95xB7z+enSKgAz8kde4cBGAiDQEtiCml5Sqpq4CLMW8MbuwrF1rCwX17g0vvBB2NM6lwLp18OuvdmUwYQIcdpgttr5HelsE6rwUqoicC8wDXgNeDm6+bpcL1ZNPwkEH2dV3o0bwyis2BsK5nLdqFey0E1x3nZV33x1mz057kqhOMlVP5wHbq+pOqrpzcPMJAV3GVVTY/xDYFXZlpY2kBujeHZo2DS825+plwQIYPdruFxXB8cfDXntFHw/5jzuZRDEb8P6mLlTTp9s6EMOHW3nAAHjzTdh883Djci4lrrkGjjvOpicGuPZa6N8/3JhiJJMoZgJvichlInJB5JbuwJx74w14+mm7v8MOcP31cPDBVvYR1C6nVVRYY/MXX1j5X/+yxU5atw43riokkyi+x9onmgAtY25Zxwfc5b7YvhW33go33mjbROCSS2yktXM5STU6HUBRkX0TmjrVyu3bQ48e4cVWg6R6PQGISAsAVV2W1ohSwHs95aaxY+H8862ba+vWMGeOLTnqbQ8uL/TrB40bR9si1qyxchapT6+nHiLyCTANmCYik0Vkp3QE6QrP3LnRUdRbbw1bbAE//xwte5JwOWv5cpuwL/Jl/Jhj4KijouUsSxLVSabqqRS4QFU7qWon4ELgwfSG5QrB0qWw3Xbwn/9YuUcPeOst2H77UMNyLjX++1846SSYHEzCPXAgnHFGTjawJZMomqvqb8vIq+pbQBWTizhXvXfegZtvtvstW9rsA//8Z7gxOZcSS5fawuojR1r5lFOsHrXPBjU5OSepXk8icoWIdA5ul2M9oZxLyrp10fsvvQT/93/RqfOLi63bq3M5K9KltVkzeO89+PprK2+00fpjIXJYMoniDKAt8Hxwaxtsc65GkyfbCnKRq+/Bg+Hbbzecw8y5nHTeefC739m3oYYN4ZNP4OKLw44q5apb4Q4AVV0I/CMDsbg88cMPsGiRjZbedlv7Gbmq8BngXU5bvdoG9xxzjH3b+dOfrM/22rWWKBrV+JGak6r8rUTkTlU9X0RGAxv0oVXVw9MamctJqrDvvjaB5Rtv2Epyr7wSdlTOpcjEidb2oGo///hHu+W56tJfMFkCt2YiEJe7JkyAxx6DoUOtQ8cDD/jAOJcnVK2+tHVruOgia3N4912by76AVLfCXVCrTC9VfTv2BvTKSHSAiHQXkftFZISInJWp87rqrV1rN4Avv4Rnn7VVGQEOPNDaJZzLWZHZJkXsD/zbb6PlffbJyS6u9ZFMY/apCbadlszBRWSYiPwkIlPjtvcTkRki8o2IXFrdMVR1uqoOAo4HCiuNZ6mKCmt7KCuz8oknwqxZ0LVruHE5lxJDh1rd6U8/WfnZZ+G++8KNKWTVtVGcCPwF6CIio2Ieagn8kuTxHwWGAo/HHLchcA9wMFABTAyO3xC4Ie75Z6jqTyJyOHAW0eowl2E//ghffQX77WcjpvffP7okb+PGOTXI1Ln1VVbCiy/CLrvYt52DD7YriiZN7PGGDcONLwtUOdeTiHQCumAf3rHf+pcCU1R1bVInEOkMvKSqPYLynsDVqvrHoHwZgKrGJ4lEx3pZVf9c034+11PqHXqozV9WXu7/Ny7PzJtnVxDnn2+zUBawquZ6qvKKQlVnAbOAPVMcy9bYGhcRFcDvq9pZRPoCRwNNgTHV7FcClAB0jHzVdXU2dapNif/gg9al9eabbcJLTxIuLwwdCtOmWZXSFltYA3Xv3mFHlbVq7PQrIkuJdo9tAjQGlqvqxukMLCKYMuStJPYrxealok+fPslNievWs24drFwJLVrYxJbjxlnC2Htv2HnnsKNzrp5+/BG23DJ6f9Ys65HRqJENmnNVqrExW1VbqurGQWLYCDgGuLce55wDdIgptw+21ZuvR1F3v/4KO+4IV19t5d69rdG6wHoBunxRVmZ9tBs0sJ+XXAIdOsD48fb4tdfCmDF5O0Au1ZLp9fQbNSOB+owwmQhsKyJdRKQJcAIwqobnJBvfaFUtaeXDf5Mybx6MGGH3mzaFk0+2RuoIn+Lb5aSyMigpsSsGVft59922HkSkWrpBrT76Cl4yVU9HxxQbAH2AVckcXESeBPoCm4lIBXCVqj4sIn8HxmI9nYap6rTaBl7F+foD/bt165aKw+W9m26Ce+6BAw6w8USXXx52RM6lwODB0VknI1auhM8/ty57rtZqXOFORB6JKa4FyoEHVfWnNMZVL97rKbHycuvYcc011hPwhx9gyRJf/8HliaeegocegjffXH9N3QgR6wrrqlTrXk8Rqnp6ekJymbBuHSxYAJtvbr2XPvsMZs60RLHVVnZzLmd9/739cRcVWXndOrtqqKjYcF/vDVlnySyF+piIbBJT3lREhqU1qjoq9Mbs+Pa7sjLo29fmLgPYdFObieCoo0IM0rlU+eILGyA3PBiHO2CAddW78cYN57Fv1gyGDMl8jHkimRadnqq6KFIIph3Pyg7HhdyYnaj9rqTElhcdODC6n7fhuZz20kvwxBN2v3t3Swr9+lk5Mv9ScTGUltogOhH7WVpq212dJNNG8RnQN0gQiEhr4G1Vzdqe9YXWRrFmDXTrZlfh8Tp1srYJ53JWZWX0G86f/mTTa3z0UcFNzJcJVbVRJPP98jZgvIhcJyLXAR8AN6c6wFQoxKqn8nJo1y5xkoCqtzuXE0aNsqmII8uNDhtm61B7ksioZAbcPY5NoTEvuB2tqlk5OV8hVD2pWlXrAw9YuVMnOO44m4UgEW+/czlnxgyYE4zB7drV6k8XLbLyllv6DJQhSLbGujU2bcdQ4GcR6ZLGmFychQutjQ7si9Rbb0UHmIrAvffCbbd5+53LAwsXWpe8m4NKix49YPRon8M+ZMkMuLsKG2S3PfAINtfTf/G1IdIqMgUNwKWXWmP1vHnQvDm8/HJ0BuSISDvd4MFW3dSxoyUJb79zWW/kSPjkExvgs+mm1li9zz5hR+ViJHNFcRRwOLAcQFXnYmtSZJ18aaN49VW7wp4508oXXghvvx29YohPEhHFxdZmUVlpPz1JuKwVO3L6gw9scaBff7Xy0Ufb2AiXNZJJFKvVukYpgIg0T29IdZerbRRLltiXqUh1UvfutnbKmjVW3m472G03b79zeeKdd2yk5+RgteWrr7Zpin1ysayVTKJ4RkQeADYRkYHA68BD6Q0r//3yi40XAmubu/NO+/8Bm+TyySd9ag2XRz75JJoYevWCI4+0elSwS2Uf4JPVahxHASAiBwOHAAKMVdXX0h1YfWTrOArV6FVBr17QsqWtlwJ2VbFxRlb4cC7D1q2zqQJ22cUGzLmsVedxFCJypqq+pqoXq+pFwJtBA3fWyeY2ivvus+QQmZPsttvgrruij3uScHll1Cg45hj7dtSwITz3HPz3v2FH5eoomeu9A0VkjIhsJSI7AR+SpY3Z2dRGMWcOXHXV+t2/d94ZIjnswAN95UWXZxYsiDZIL1pkvTHmzbPy7rvDJpuEFZmrp2SrngYA92A9n/6iqu+nO7D6CKvqaf58+wLVti1MmAB77GFfrA47LOOhOJdZX34Ju+5qg3pOO80unUW8B0aOqU/V07bAecBzwCzgZBFpVv2zCs+SJTZ24fbbrfy739lVhScJl7fef9/GQID1vLjgAvt2BNY47UkibyQzKeCXwDmq+oaICHABcIaq7pSJAOsiU1cUl15qA0kj02k89BDsuSfslLWvjHP1FNsj46CD4KefbJETTwp5oT6TAu6uqm/Ab2tm34YNwis433wDQ4duuD2Sa//6V08SLo+NHWs9MiINbQ8/bIN/PEnkvSoThYj8C0BVl4jIcXEPn5bOoOqqPr2eEi36A/aFKTLwbfRoOO88mD3byjfeaFcT/n/i8tbcufZPANb41qIF/PijlTt1io6FcHmtyqonEflYVXeNv5+onG1qW/UUWfQndlaBZs3gX/+C666DF1+EP//ZOnKsXOnLh7oCsWiRzWF/9tlw661hR+MyoC5rZksV9xOVc9rgwesnCbDysGFw2WU2pQZY7z7v4efy2ptvwscfw0UX2R/7fffBvvuGHZULWXVtFFrF/UTlnFbV4j6zZ9sVhc9w7PLa2rXR+6NHw913w6pVVj71VP8HcNUmil1EZImILAV6Bvcj5axdBrUuqlrcxxf9cXlv/Hj7Q//sMytffTV89RUUFYUalssuVSYKVW2oqhuraktVbRTcj5TzaompIUN80R+Xx+J7atxxB0ybZo/tsAP06RPtuteqlc/i6jaQ1MjsXFOXcRRlZb7oj8tDiXpqiEDPnvDpp6GF5bJTVY3Zniicy2edO8OsWRtu33prqKjIeDguu9VnwJ1zLteUl9sEfVX11Jg7N6PhuNyWV4kim6cZdy5jJk+2nkrPP+89NVxK5FWiyKZpxp3LGFW45RZ45BEr9+5t0wbsu6/31HApkVeJwrmCoRqtVhKBl1+GceOs3KCBTSvQvr31yCgttek2ROxnaan31HC14o3ZzuWiwYNtYNzcuTb/0sqVsNFGYUflcpw3ZjuXy+bMWX9GymOOseqmhg2t7EnCpVF1cz0558K0Zg0sXQqtW9v90lLYe2/o0MFWk9s1a+fldHnGE4Vz2aiy0hZZ33NPa6Tu3NnWn95447AjcwXIq56cyxbvvw/XXGP3GzSwqqYBA6KPe5JwIfFE4VyYFi2KzrP09tu2hOLChVY+6yzo1y+00JyL8EThXFjGj7eFgd5808r/+Ic1Vm+6abhxORcnJxKFiDQXkUkicljYsThXZ+vWweOPwyuvWLl3b1tovUMHK7do4dN7u6yU1kQhIsNE5CcRmRq3vZ+IzBCRb0Tk0iQOdQnwTHqidC7Nli2znw0awA03WLIASwp33QXbbRdebM4lId29nh4FhgKPRzaISEPgHuBgoAKYKCKjgIbADXHPPwPYBfgC8K9aLvdccYUlhm+/hUaNrJppyy3Djsq5WklrolDVd0Skc9zm3YFvVHUmgIg8BRyhqjcAG1QtiUhfoDmwI7BSRMaoamU643auzubPhwcfhLPPtkWA9t3XEsSvv9rPrbYKO0Lnai2McRRbA7NjyhXA76vaWVUHA4jIacD8qpKEiJQAJQAdfWZMl0mqsHq1rQw3axb8+99WnXTMMXDIIXZzLoflRGM2gKo+qqovVfN4qar2UdU+bdu2zWRorpCtWQO77QZXXmnl3XaDmTMtSTiXJ8JIFHOADjHl9sG2evP1KFxGTJsWndK7cWMb69C7d/TxLl3Cicu5NAkjUUwEthWRLiLSBDgBGJWKA/t6FC5t1q6N3n/wQRs1vXy5lf/zHzjhhHDici4D0t099klgPLC9iFSIyJmquhb4OzAWmA48o6rTUnQ+v6Jwqffee7a2w+efW/myy6x6qXnzcONyLkPS3evpxCq2jwHGpOF8o4HRffr0GZjqY7sCUlkJr71ms7b+7nfQvTvstVd0qo0ttgg3PucyLGcas51Lu8qgQ93atXDqqXDnnVZu08bWn+7ZM7TQnAtTXiUKr3pydXb99bbWgyo0aWJXFMOGhR2Vc1khrxKFN2a7hMrKbD2HBg3sZ1kZrFgBjz1m4x/A1pLu1QtWrbLyzjvbuAjnnC9c5PJcWRmUlFhiABsQV1ICn34Kt95q7RD9+8PJJ9vNObeBvEoUItIf6N+tW7ewQ3HZYvDgaJKIWLECnnnGejPttVc4cTmXQ7zqyeWvYcPsCiKR2bOtTUIkszE5l4PyKlG4AjdzZnQKb7CZWqtqZ/D5wJxLmicKl7tU4bPPot1ahw+H00+HBQus/NBD8PDD0KzZ+s9r1gyGDMlsrM7lsLxKFN49tgBUVtpEfAAvvGA9lT780MqDBsF339m4B7CFgYqLobTUejWJ2M/SUtvunEuKaGS0aR7p06ePTpo0KewwXKpVVNhI6RtvtAFxS5ZYo/TRR1vvJedcvYjIZFXtE789r64oXJ5RhTPPhJtusvLWW1tX1s6drbzxxrbmtCcJ59Iqr7rHujwwahR88w1ccIFVFS1dGl1zWsSqjZxzGeVXFC5cP/9s1UcRr7wC990XbaB+5hm47rpwYnPOAXmWKLwxO0d8/3106oz//hcGDLBGaLBqphkzbLoN51xWyKv/Rh9wl8XWrbOfb71lPY/efNPKJ51k02nEtjt4knAuq/h/pEuvxYthxx3h3nutvMcecPPN0KOHldu2hV128RHSzmUxb8x2qXf55bDRRjbPUqtWlhw6BMukFxXBxReHG59zrlY8Ubj6e+89mDzZ1pEG+PZbaNky+riv6+BcTsurqidvzM6Q5cvhpZeiS4OOGgXXXhtdy+GJJ7wbq3N5JK8ShTdmp9GiRdFE8OSTNvDts8+sfNllMGeOVSuBtzc4l2fyKlG4FItcMUyZYo3Oo0db+eijrddSpEF6002jScI5l3c8UbgNrV4N++0XnTpjp53g0ktteVCwKTP23x8aeROXc4XA/9Oduesu68p6xRXQpAl07Qqbb26PNWzoo6OdK2CeKArV1Knwzjtw9tlWnjw5uo4DwKOPhhKWcy77eNVToVi3zhJDZIT0yJFw/vnwyy9WHjbMejI551wcTxT5pKzMpsJo0MB+PvZYtKfSCy/AH/4A48db+ayz4Mcfo1N0N2wYRsTOuRzgiSJflJVBSQnMmmW9lWbNgtNOg3PPtcf/+Ed49lno3dvKbdr4Og7OuaTk1Qp3ItIf6N+tW7eBX3/9ddjhpN+sWbByJeywg11BzJq14T5bbgk//JDx0JxzuacgVrjL+wF3w4dHJ9cDOPxwuPBCu//994mfM29e+uNyzuW1vEoUOW/x4uhoZ7CxCwceGC2/8IIli4jbb7epMwA6dkx8zKq2O+dckjxRhGn8eLjyyugI6CuugH32iZY7doTu3aP7P/FEtDEaLInstpvdHzIEmjVb//jNmtl255yrB08U6bR2LUyfHl3N7fnnYfvtbd4kgAkTbPRzpIvqGWfAU09FlwE9+2wYOjR6vOqmySguton4OnWyuZY6dbJycXHKfy3nXGHxRJFKFRVw440we7aVR460RXumTrVy69Y2P9KyZVYuKbGZWNu0sXKvXvDnP9e9q2pxMZSXW6IpL/ck4ZxLCU8UEfFjEMrKNtxH1RqHI1cAM2fCnnvCq69aef58m0n1k0+svM8+8Pjj0XaCvn3hueegfXsrb7SRz5fknMt6/ikF0TEIK1ZYedYsK69bZ91Pd9rJPvR//tm6m95xh41q3mwzqw6KTKvdo4dVK0V6XW25JZx8chi/kXPOpYwnCrAlOyNJImLFCmtcXrjQ2g722ccmybvnHhvhDLDxxjBuXPQ5jRpFk4RzzuUJTxRQ9RiE2bNh7lzYYovotsgkes45VyCyvo1CRPqKyLsicr+I9E3LSaobg7Dllr5im3OuoKU1UYjIMBH5SUSmxm3vJyIzROQbEbm0hsMosAwoAirSEqiPQXDOuSqlu+rpUWAo8Hhkg4g0BO4BDsY++CeKyCigIXBD3PPPAN5V1bdFZAvgdiD1fT4j3UgHD7ZqqI4dLUl491LnnEtvolDVd0Skc9zm3YFvVHUmgIg8BRyhqjcAh1VzuIVA07QECpYUPDE459wGwmjM3hqYHVOuAH5f1c4icjTwR2AT7Oqkqv1KgBKAjj6/kXPOpUzW93pS1eeB55PYrxQoBejTp0/+zJ3unHMhC6PX0xygQ0y5fbCt3kSkv4iULl68OBWHc845RziJYiKwrYh0EZEmwAnAqFQcOO/Xo3DOuRCku3vsk8B4YHsRqRCRM1V1LfB3YCwwHXhGVaelMw7nnHN1l5dLoQIDgPi1UFsB8XVSibZtBsxPS4A1SxRPJo6T7P417Vfd41U9lu3vS1jvSbLPqc8+ufqeQGrel3S9J8nsl67/lfq+J51Ute0GW1W1IG5AaZLbJmVTjJk4TrL717RfdY9X9Vi2vy9hvSfJPqc+++Tqe5Kq9yVd70ky+6XrfyVd70nWT+GRQqOT3BamVMVT2+Mku39N+1X3eFWPZfv7EtZ7kuxz6rNPrr4nkJp40vWeJLNfTv2v5FXVUyqIyCRV7RN2HG59/r5kH39Psk+63pNCuqJIVmnYAbiE/H3JPv6eZJ+0vCd+ReGcc65afkXhnHOuWp4onHPOVcsThXPOuWp5oqiBiDQXkcdE5EER8XnIs4CIdBWRh0VkRNixuCgROTL4P3laRA4JOx4HItI9WB10hIicVdfjFGSiqOXKe0cDI1R1IHB4xoMtELV5T1R1pqqeGU6khaWW78vI4P9kEDY7gkuDWr4n01V1EHA8sHddz1mQiQJbea9f7IaYlfcOBXYEThSRHbHZbSPrZ6zLYIyF5lGSf09c5jxK7d+Xy4PHXXo8Si3eExE5HHgZGFPXExZkolDVd4Bf4jb/tvKeqq4GngKOwBZWah/sU5CvVybU8j1xGVKb90XMTcArqvpxpmMtFLX9X1HVUap6KPVYRto/+KISrby3NbZo0jEich/ZN41Bvkv4nohIGxG5H+gtIpeFE1pBq+p/5VzgIOBYERkURmAFrKr/lb4icpeIPEA9riiyfoW7sKnqcuD0sONwUaq6AKsHd1lEVe8C7go7Dhelqm8Bb9X3OH5FEZW2lfdcnfl7kp38fck+aX1PPFFEpW3lPVdn/p5kJ39fsk9a35OCTBS+8l728fckO/n7kn3CeE98UkDnnHPVKsgrCuecc8nzROGcc65aniicc85VyxOFc865anmicM45Vy1PFM4556rlicJtQERURG6LKV8kIlen6NiPisixqThWDec5TkSmi8i4uO0viMiRMeUZInJ5TPk5ETk6hXG8JSJ9UnW84JibiMjZMeW+IvJSPY53qIhMEpEvROST2Pe+iv1PE5GhdTxXje9/cPx2tTxu5/hpt13qeKJwifwKHC0im4UdSCwRqc3cZGcCA1V1/7jt7wN7BcdrAywH9ox5fE/gg/rEmQGbAGfXtFMyRKQHMBQ4SVV3BPoA36Ti2PVwGlCrROHSyxOFS2QtUAr8M/6B+G+EIrIs+NlXRN4WkRdFZKaI3CgixSIyQUQ+F5FtYg5zUPAN9isROSx4fkMRuUVEJorIFBH5W8xx3xWRUcAXCeI5MTj+1GCKa0TkSmAf4GERuSXuKR8QJIrg52igbTBFdhdgpar+KCL3BTFOE5FrguP2E5FnY8792zd5ETlERMaLyMci8qyItEgQa8J9RKRcRK4Jtn8uIjsE29uKyGtBDA+JyKwged8IbCMin8b8fi3EVjH7UkTKRESCY9wYXClMEZFb42MC/gUMUdUvAVR1nareFzy3v4h8FFxlvC4iWyT4nbYIrtI+C257xX+7r+qKVESuDN7vqSJSGrwHx2LJqiz4/TYSkd2Cv63JIjJWRLYKnr9b5LzAOQl+N5cqquo3v613A5YBGwPlQCvgIuDq4LFHgWNj9w1+9gUWAVsBTbEJya4JHjsPuDPm+f/DvqRsi02HXASUAJcH+zQFJgFdguMuB7okiLMd8D3QFpsJ+U3gyOCxt4A+CZ7TNIizCXADtgDMcGyxl2JgeLBf6+Bnw+BYPYNzfA80Dx67DzgJ2Ax4J2b7JcCVsXHUsE85cG5w/2zgoeD+UOCy4H4/QIPjdAamxvxOfYHF2ERwDbDpHfYB2gAziM7AsEmC1+NjYJcq/g42jXnuX4HbgvunAUOD+08D58e8Vq0SxJfw7yfyGgf3hwP94987oDGW3NsG5QHAsOD+FGC/4P4tsef0W2pvfkXhElLVJcDjwD9q8bSJqvqDqv4KfAu8Gmz/HPvwiHhGVStV9WtgJrADcAhwioh8CnyEfchtG+w/QVW/S3C+3wFvqerPanPdlAH71fB7/QpMA3YF9gjONR67utgLq5oCOF5EPgY+AXYCdgzO8T+gf1AN9mfgxeA4OwLvB/GfCnSKO3VN+zwf/Jwc81rtgy1Ag6r+D1hYza82QVUrVLUS+DQ4xmJgFXZldTSworrXJoH2wFgR+Ry4GHsd4h2AJUzUrkYW1+L4+wdXLJ8Hx0l0/O2BHsBrwet2OdBeRDbBEt87wX7Da3FeV0u+HoWrzp3YN85HYratJaiyFJEG2DfziF9j7lfGlCtZ/28tfoIxBQT7Vj029gER6YtdUaTS+1hCaamqC0XkQ2xCtd7AA0EV1EXA74LHH8WuesA+uP+OrTA2SVWXBtU8r6nqidWcs6Z9Iq/VOur2fxn72q8DGqnqWhHZHTgQODaI+4C4500DdgM+S3DMu4HbVXVU8D5cnWQsv/2NBIridxCRIuBe7MphdlA1tcF+2Os2TVX3jHv+JknG4lLAryhclVT1F+AZrGE4ohz7YAE4HKsaqK3jRKRB0G7RFaseGQucJSKNAURkOxFpXsNxJgB/EJHNxNYMPhF4O4nzfwD8jeiH4xTsG39HYCpW7bYcWBzUyx8a89y3sauRgQTf9oEPgb1FpFsQe3MR2S7unMnsE+994Phg/0OwqiCApUDLmn7JoA2klaqOwdqbdkmw2y3AvyOxBO9LZFGoVkTXNDi1itO8AZwVPLehiLQC5gGbi61E2BQ4LMHzIklhfhBnbE+o2N9vBtaGtGdwjsYispOqLgIWicg+wX51XubT1cwThavJbVi9eMSD2IfzZ1gPobp82/8e+5B/BRikqquAh7DG6o+DhtAHqOGbtar+AFwKjMM+9Cer6otJnP8DLEGND46zFvgJu0KoVNXPsCqnL4EniFZHoarrgJew5PFSsO1nrN7+SRGZEhx3h7hYa9wngWuAQ4LX4zjgR2Cp2gp/7weNwPGN9bFaAi8F53sPuCB+B1WdApwfxDUdS5Rdg4evBp4VkcnA/CrOcR5WhfQ5Vm22o6quAa7F3uPXsNcx/ryLsL+lqdiXhIkxDz8K3B9UNTXEkshNwd/cp0Q7I5wO3BPsJ9W8Dq6efJpx57JU8G18XVCFtCdwn6r2CjksV4C8jcK57NUReCZoC1qNVXc5l3F+ReGcc65a3kbhnHOuWp4onHPOVcsThXPOuWp5onDOOVctTxTOOeeq5YnCOedctf4fDlxx2y02V/0AAAAASUVORK5CYII=\n", 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0cbGxscb06dMNi8ViSDKCgoKMf/75x+6cab+n/P39jaCgIOPDDz9M95r++OMPo2LFitbY4cOH253PMAxj6NCh6VYpulLK3I7+96Rnz542q6XTrq5O6/r168batWuNBx980OU5OnLt2jWbFcevvvpqtuZJSEgwTpw4YaxYscLm69LHx8f46quvXJJrdj6Pn376qc3nZ8iQIcbly5dtYi5fvmwMHjzYJm758uUuyTntnI4exYoVM5544ol0ed3o0KFDNs/bv39/pvd/6aWXbJ6T2cr6FHFxcTb/DUj7roXy5cs7/BoGACCnKPYCAIBsKYjFXklG2bJljTNnztiNvXr1qlGqVCmb+I4dOxpJSUl243/88Uebgl9CQoLduLQfS0nGQw895PA1xcTEGLfeeqs1tl+/fnbj0hZ7JRmdOnVymGeKtIXUatWqGRcvXnQYO3v2bGusl5eX3cJjeHi4NaZFixYZ3vvChQvWQrfFYjGOHDmSLmbLli3W+SpVqmScOnUqwzkXLFhgje/SpYvdmBs/9osWLXI434MPPmgTW6RIEYfFoqSkJKNOnTrW2GXLltmNW7JkiTWmQYMGxtWrVzN8TVOnTs306yTt95TFYjG+/vprh/OtWbPGqa9RTxd7U77v/P39M/0YudvEiRNtPoaOfn7YU7169QyLmOXLlzc2btzoslyz+nlMSkoyqlatalNov/GPBimSk5NtivLVq1fP9GeOM5wp9qY8atas6fAPYCk5pv0Z/sYbb2R6/9atW9vc44MPPnA6959//tlum5cvvvjC6TkAAMgqNmgDAABI4+mnn1bZsmXtXgsODlb37t1tzr322mvy8rL/K1WLFi108803SzI36kl5+3RGihYtqlmzZjm8HhgYqNdff906XrVqlc6fP5/pvG+++abDPCXp0qVL+vTTT63jV1991WZzqBuNHz/e+lbm5ORkzZ07N11M3759re0dfvrpJ/3zzz8O5/vss88UHx8vSdY2EzeaPXu29fill15S+fLlHc4nScOGDbO+TT2llURGbr/9dg0dOtTh9QEDBtiMH3roIdWuXdturJeXl/r162cd79ixw25c2tf09ttvKzg4OMMcJ0+ebP28LF26VMnJyRnG33333erSpYvD6926dbN+HJ39GvWElPYeRYoUyfRj5E7ff/+93nzzTet48uTJDn9+ZNWIESN04MABtW/f3iXzZcf69et1+PBhSeaGcW+//bbDTfQsFovmzJkjX19fSdKhQ4e0YcOGHOcQEBCg+++/Xx9//LH279+vq1evKj4+XidOnNAXX3xh8/V94MABdenSRWfPnnWY4913320dv/baa/r3338d3nvdunXaunWrzbmsbJTXrFmzdO1W+vbtq969ezs9BwAAWUWxFwAAII0+ffpkeL1evXrW45o1a+rWW291Oj6laJKRnj17qlixYhnG3HnnnapUqZIkKSEhQdu2bcsw/tZbb1WdOnUyjPnxxx8VFxcnSSpVqpTuueeeDOO9vLw0YsQI63jTpk3pYooXL25TWPnkk08czvfxxx9bjwcPHpzuemJiorVw5OPjk+nnSTILOymFMsMw9OOPP2YYn5XPfVbj7X3uT506pd9//12S2Ze6VatWGc4nmYWvFi1aSJIuX76sP/74I8P4tAVneywWi2677Tbr+MiRI5nm4AkpfzS5ePFihl9H7nT06FHdd9991r66d9xxh5588skszfHAAw/o4Ycf1sMPP6yRI0eqa9euKlmypCRpwYIFqlWrlpYsWeLy3J21ceNG63HXrl1VoUKFDOMrVqxoU3y193Mhq06cOKGPP/5Y999/v2rXrq3g4GD5+vrqpptuUu/evfX1119r/vz51j9mHT16VJMnT3Y435NPPmktSJ84cUKdOnXSgQMH0sWtXLlS9913X7rzsbGxTud+7tw5ff311zbnMvqjGwAArsAGbQAAAP+vePHimW4GV6JECetx3bp1M50zbXzK6sSMNG/ePNMYi8WiZs2aKSoqSpK5sVivXr0cxjdq1CjTOXft2mU9btasmXx8Mv81sWXLljbPNwwj3aq/wYMHa/ny5ZLMgu4zzzyTbp6jR49aN1zz9/e3W6Dcs2ePoqOjJZkFz8cffzzT/CTbFbXHjx/PMDazTZfSfi6lzD//mX3uf/rpJ+uxYRgaN25chvOlOHTokPX4+PHjGf7BoX79+pnOV6pUKevx5cuXncrB3QYMGKAXX3xRkvk1tWzZMg0YMEAdOnTItACZG/7991917drVulq8YsWKWrZsmby9vbM0z7Rp09Kdi4+P14cffqiJEyfq1KlTGjp0qI4ePapnn33WJblnRdqfC2m/3zPSsmVLrV69WpK0c+fOHOeQUvzOyIgRI3T48GE9//zzkqTFixfrxRdfVLly5dLF1qlTR2+88Yb1++23335T3bp1dccdd6hWrVqKi4vTjh07rKvca9asKS8vL/3111+SZHcTUUceffTRdO8o+OyzzzR48GD16NHD6XkAAMgKir0AAAD/r3jx4pnGpC2CZjU+ISEh0/iUFYyZCQ0NtR6fO3cuw9gyZcpkOl/aOey1ULCnSpUq1uP4+HhdvXo13arkbt26qVSpUrpw4YL279+v3377LV3x+eOPP5ZhGJKk7t27220fcfLkSevxtWvXNGfOHKdyTOvixYsZXs/s83ljATwr8fY+92lf08mTJz3ymiRZVzlKzn2NesLTTz+tzZs364cffpBhGFq9erW1oFi1alW1bt1ad911l1Mr43Pq2rVr6tq1q/bt2yfJLJavX7/e5nsyJ/z8/DRy5EjVr19frVq1UkJCgqZNm6YOHTo4XXB1lZz+XHCmxYyrPPnkk3r99dcVGxurpKQkrV+/Xg888IDd2IcfflhFihTRI488oujoaCUmJmrLli3asmWLTVzDhg21fPlym1YaGbW3SWv16tVatmyZJHM1b5s2bRQRESFJGjt2rNq1a5elwjEAAM7iPSQAAAD/z1EvSlfFO6NIkSJOxQUFBVmPM+shGRgYmOl8165dszu3szk4ysPX19dmpW7adg32ztlr4SC5ZsVpYmJihtfd/fnPi68prypSpIg2bdqkN954Q9WrV7e5dvjwYS1ZskRDhgxRhQoV9Pjjj2fprfZZcf36dd1zzz3avn27JHOV59dff+3UKv+satq0qYYMGSLJXPn9xhtvuPwemcnpz4Ws9LfNqeDgYDVr1sw6TinGOzJ8+HAdOXJEzz//vNq0aaMyZcrI19dX5cqVU4cOHRQeHq6ff/5ZFStW1KlTp6zPS2mhk5ErV65ozJgx1vGjjz6qlStXWvtjR0VF6amnnsrqSwQAwCkUewEAAPKQmJgYp+JSWhpIWXtbsSNpN71KO7ezOWSUR9oC7rJly6w9TiXzbeJ//vmnJLPtwY0b4KVIW0Bq0KCBDMPI8mP69OlOvS53SfuaevXqla3XNGzYMM+9ADfz9fXVhAkTdPDgQe3du1dz5szRfffdZ9N6JSYmRq+99prat2/v8oJvQkKC+vTpY+1DGxgYqNWrV6tJkyYuvU9aHTt2tB6ntDpxp5z+XHD3ytW0LT0uXLiQaXzp0qWtq8bPnj2r+Ph4nT59Wt9//71GjhwpX19f7d6927p5pMViUePGjTOdd9KkSTpx4oQkc+X5888/r5CQEL399tvWmPfee88jn1MAQMFHsRcAACAPOXbsWJbjSpcuneP7pm314GwOR48etR77+fk5LOy0bNlS1apVk2RuSpZ206ePPvrIetyvXz/5+fnZnSNt781//vlHycnJTuWYl6V9TfY2iIJj9erV09ixY7V06VJFRUVp165dGjlypPX6L7/8kq22GI4kJSXp/vvv17p16ySZhefly5erbdu2LruHPWn7PjtTvHS1nP5ccMXPpqxIW2h2diVyZtJuMle3bt1MW6Ns2rRJ4eHh1vEHH3xgzaVv377W/uqGYWj06NHWQjIAAK5CsRcAAHhUQXmbuauk3bTLEcMw9Msvv1jHDRs2zPF9b7/9duvx9u3bbVbfOpJ2Vdrtt9+e4efy/vvvtx6ntG1ITk629rSUHLdwkMzVvP7+/pLMt0g783HK69JuxhcZGWndcC8vyuvfpw0aNFB4eLj+85//WM999dVXLpk7OTlZw4YNs2406O3trU8++UTdunVzyfwZSds+wJmNyjKT1c9j2p8LP/74o1PPSftzwRU/m7Li999/tx67auO+JUuWWI8d9QBOERsbq9GjR1t7kA8fPtxmdbYkzZkzx1ow3rdvn1544QWX5AkAQAqKvQAAwKMCAgKsx3l1cyh3+uqrrzLt5frdd99Z3yLs6+vrkk2b7rjjDmsx9dy5c1q7dm2G8YZhaPHixdZxhw4dMoxPWyT54osvFBsbq40bN1o3KatcubJatWrl8PmBgYE29/BE/1JXq1q1qurUqWMdv/nmm55LJhP55fv07rvvth6fOXPGJXOOGTPGugLdYrFowYIF6tu3r0vmzsyaNWusx2m/VrIrq5/HtN9z69at09mzZzOMP336tL755hu7z89t33//vc3qY1esul66dKkiIyMlSf7+/ho+fHiG8c8884wOHTokyVy5//rrr6eLuemmm/TKK69Yxy+//LL1HgAAuALFXgAA4FGlSpWyHqcUMAuzq1evZrhxT2xsrCZNmmQd9+zZ0+at1tkVEhKiAQMGWMePP/54hpsrzZkzR7t375Zk7jQ/evToDOevVauWtdfl1atX9dVXX9lszDZo0KBMVx0++eST1uMVK1Zo0aJFGcandfr0aadj3Snta3rrrbf03XffOf1cd74mT36fxsXF2WwUlpG0xT5XfF/897//1dy5c63jOXPmWDdNy6rExMQsbcq3bt06rVixwjru06dPtu6bVlY/j506dVLVqlUlmZ+HCRMmOIw1DEOPPvqotS1B9erVddddd+UoX2c/7xcuXNBDDz1kHdeuXdup3roZ2b9/v8aPH28dP/PMMypbtqzD+O3bt+utt96yjt9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" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 701 + } }, "output_type": "display_data" } @@ -258,6 +257,8 @@ " resultj[i]=a.best\n", "\n", "improvement = result/resultj\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.loglog(N,resultj,':r')\n", "plt.loglog(N,result,':b')\n", "plt.loglog(N,resultj,'or',label='jit')\n", @@ -278,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "tags": [] }, @@ -287,29 +288,32 @@ "name": "stdout", "output_type": "stream", "text": [ - "131 µs ± 9.73 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "251 µs ± 11.4 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "988 µs ± 8.34 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "3.86 ms ± 183 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "15.5 ms ± 507 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "71.5 ms ± 6.89 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "2.85 µs ± 280 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "2.64 µs ± 103 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "3.76 µs ± 143 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "7.96 µs ± 175 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "24.8 µs ± 737 ns per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "97.8 µs ± 2.05 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n" + "53.9 µs ± 1.35 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "67.5 µs ± 643 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "156 µs ± 1.67 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "505 µs ± 9.13 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.87 ms ± 15.9 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "7.36 ms ± 24.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "1.78 µs ± 20.1 ns per loop (mean ± std. dev. of 7 runs, 1,000,000 loops each)\n", + "1.85 µs ± 45.8 ns per loop (mean ± std. dev. of 7 runs, 1,000,000 loops each)\n", + "2.42 µs ± 11 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "4.39 µs ± 90.9 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "12.3 µs ± 71.5 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "44.3 µs ± 382 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n" ] }, { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 701 + } }, "output_type": "display_data" } @@ -336,6 +340,8 @@ " resultj[i]=a.best\n", "\n", "improvement = result/resultj\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.loglog(N,resultj,':r')\n", "plt.loglog(N,result,':b')\n", "plt.loglog(N,resultj,'or',label='jit')\n", @@ -356,36 +362,39 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "3.14 ms ± 106 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "6.27 ms ± 501 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "15 ms ± 441 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "49.3 ms ± 3.68 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "152 ms ± 8.6 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - "562 ms ± 18.6 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n", - "7 µs ± 186 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "10.8 µs ± 215 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n", - "22.8 µs ± 1.09 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "65.4 µs ± 3.43 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", - "216 µs ± 8.99 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n", - "794 µs ± 17 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + "425 µs ± 3.06 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "732 µs ± 6.03 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "1.74 ms ± 12.5 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n", + "5.08 ms ± 50.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "18.1 ms ± 152 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", + "69.4 ms ± 384 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", + "4 µs ± 118 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "6.05 µs ± 18.5 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "12.6 µs ± 137 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n", + "33.3 µs ± 285 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "111 µs ± 321 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)\n", + "409 µs ± 885 ns per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" ] }, { "data": { - "image/png": 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\n", 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" ] }, "metadata": { - "needs_background": "light" + "image/png": { + "height": 432, + "width": 701 + } }, "output_type": "display_data" } @@ -409,6 +418,8 @@ " resultj[i]=a.best\n", "\n", "improvement = result/resultj\n", + "\n", + "plt.figure(figsize=(8,4.5))\n", "plt.loglog(N,resultj,':r')\n", "plt.loglog(N,result,':b')\n", "plt.loglog(N,resultj,'or',label='jit')\n", @@ -430,7 +441,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -444,7 +455,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.1" + "version": "3.12.3" }, "toc": { "nav_menu": {},