{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Forward inverse rendering" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Overview\n", "\n", "The previous example demonstrated *reverse-mode differentiation* (a.k.a. backpropagation) where a desired small change to the output image was converted into a small change to the scene parameters. Mitsuba and Dr.Jit can also propagate derivatives in the other direction, i.e., from input parameters to the output image. This technique, known as *forward mode differentiation*, is typically less suitable for optimization, as the contribution from each parameter must be handled using a separate rendering pass. That said, this mode can be very educational since it enables visualizations of the effect of individual scene parameters on the rendered image.\n", "\n", "
\n", "\n", "🚀 **You will learn how to:**\n", " \n", "\n", " \n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "We start by setting an AD-compatible variant (here `llvm_ad_rgb`) and load the Cornell Box scene." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import drjit as dr\n", "import mitsuba as mi\n", "\n", "mi.set_variant('llvm_ad_rgb')\n", "\n", "scene = mi.load_file('../scenes/cbox.xml')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preparing the scene\n", "\n", "Forward mode differentiable rendering begins analogously to reverse mode, by marking the parameters of interest as differentiable (in this example, we do so manually instead of using an `Optimizer`). \n", "\n", "Our goal here is to visualize how changes of the green wall's color affect the final rendered image. Note that we are rendering this image using a physically-based *path tracer*, which means that it accounts for globlal illumination, reflection, refraction, and so on. Gradients computated from this simulation will also expose such effects." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "params = mi.traverse(scene)\n", "\n", "key = 'green.reflectance.value'\n", "\n", "# Mark the green wall color parameter as differentiable\n", "dr.enable_grad(params[key])\n", "\n", "# Propagate this change to the scene internal state\n", "params.update();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rendering\n", "\n", "We can then perform the simulation to be differentiated. In this case, we simply render an image using the `mi.render()` routine, which will in turn call the scene's path tracer integrator.\n", "\n", "As we have marked the wall color as *differentiable*, its role in the rendering process is recorded in the autodiff graph." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "image = mi.render(scene, params, spp=128)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The [dr.forward()][1] function will assign a gradient value of `1.0` to the given variables and forward-propagate those gradients through the previously recorded computation graph. During this process, gradient will be accumulated in the output nodes of this graph (here, the rendered image).\n", "Finally, the gradients can be read using [dr.grad()][2].\n", "\n", "For more detailed information about differentiation with DrJit, please refer to the [documentation][3].\n", "\n", "[1]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.forward\n", "[2]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.grad\n", "[3]: https://drjit.readthedocs.io/en/latest" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Forward-propagate gradients through the computation graph\n", "dr.forward(params[key])\n", "\n", "# Fetch the image gradient values\n", "grad_image = dr.grad(image)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing the gradient image\n", "\n", "The gradient value of the `image` variable will share the same type (here `TensorXf`) hence it can easily be visualized as any other image.\n", "When displayin the gradient image below, we boost the gain a bit to better see the *global effect* of the wall color on the rest of the scene." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "nbsphinx-thumbnail": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "plt.imshow(grad_image * 2.0)\n", "plt.axis('off');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note however that gradient values are not necessarily within the `[0, 1]` range, and so it makes more sense to use a color map and visualize each color channel of the gradient image individually." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Remapping colors within range: [-2.79, 2.79]\n" ] }, { "data": { "image/png": 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44YX4b//tv+F1r3sdfv3Xfx0Pe9jD8LjHPQ7f9m3fNtGgJhxanH766QCAW265pXPuF37hF3DzzTfj85///Cjaw2c+8xl89Vd/dee4NlcA+XnhL/7iL/DiF78YH/jABzpK+o033ojjx4/HeUiO7XPOOWeQzvmJT3wCAHrplDfeeGNSz3/6T/8pOU/nrr/+epxxxhm993v1q1+Npz3tabjb3e6Giy++GFdccQW+4zu+A1/yJV/Se92ECYcBD37wg5Pg7ac+9an48i//cjz3uc/FYx/72GwgdE5WOOuss7JjVJsTTp06hVe+8pW46qqr8NnPfhbe+3iOxy9+5jOfUemcY2WFf/qnf+oYQAnXXHNN8lvOB0CYE66//vrBe33zN38z3vSmN+GZz3wmXvjCF+KRj3wknvCEJ+BJT3rSnibIuL1jUiz2AXyyePzjH4+HPvSh+JZv+RZ8/OMfV62Xu4HGcXzLW96Cpz/96Xj84x+PF7zgBTj33HNRFAVe+cpXjg4gH4JzDsYYvPOd7+xYQYCulVYrAyCZyPrw2te+Fk9/+tPxe7/3e3jXu96F7/u+78MrX/lK/NVf/dWgJ2jChIPA8ePHcZe73AUf+chHOudokdaCJNcBbV74l3/5FzzykY/Efe5zH7zuda/D3e52N8znc/zhH/4hfuqnfmotFj6q4zWveU02ZfQ654YnP/nJeNjDHobf+Z3fwbve9S685jWvwate9Sq87W1vw6Mf/ejVGj9hwgHDWovLLrsM//N//k984hOfwP3vf/+11a3NCc973vNw1VVX4fnPfz6++qu/GsePH4cxBk95ylPWZvF3zuGBD3wgXve616nnZeKK3cwHR44cwZ/92Z/hve99L/7gD/4Af/RHf4T//b//Nx7xiEfgXe96V7buCbvDpFjsM0igv+yyy/CzP/uzvXtBUB77T37yk51z2rEc3vrWt+JLvuRL8La3vS3xErz4xS/u3O8973kPbrnllmSx//jHPz54j4suugjee1x44YW4173uNbptfRja2fuBD3wgHvjAB+JHf/RH8Zd/+Zd4yEMegje+8Y14+ctfvpb7T5iwbjzmMY/Bm970JvzN3/xNJ2h5FVxwwQW7nhd+//d/H9vb23j729+eWAUlFYHmoU984hOJ5f/aa68dtBoSheGMM87Aox71qNFtG0Lf3HCXu9wFV155Ja688kpcc801+Iqv+Ar8xE/8xKRYTLhVoqoqALqnk8BlBe6JuO6660ZZ9glvfetb8bSnPQ2vfe1r47Gtra1OZsgLLrggeiM5xsoKH/7wh/HIRz5ycI0fi756rLV45CMfiUc+8pF43eteh1e84hX4kR/5Ebz3ve9d65w0ocXkCzoAXHrppXjwgx+Mn/7pn85mbACA8847Dw94wAPwa7/2a8mk8qd/+qf4h3/4h9H3I62ca/h//dd/jQ984ANJuSuuuAJVVSXpJuu6xutf//rBezzhCU9AURR46Utf2rEkeO9x3XXXjW4vgfJqy0ntpptuipMt4YEPfCCstZ10dRMmHCb84A/+II4ePYrv/M7vxOc///nO+bEeu8svvxwf+MAHkl3pv/jFL+LXf/3XR7dFmxduvPFGXHXVVUm5Rz3qUZjNZnj961+flP3pn/7pwXtcfPHFuOiii/CTP/mTqmB07bXXjm4vx7FjxzrzQl3XnXTT5557Ls4777xpXphwq8RyucS73vUuzOdz3Pe+982We+QjH4myLDupon/2Z392pfsVRdGZg17/+tejruvk2BVXXIG/+qu/wt/8zd/EY9dee+2o+efJT34yPvvZz+KXfumXOudOnToVM1Stgpys8MUvfrFTljyn05ywd5g8FgeEF7zgBfimb/omXH311Z1gRY5XvOIV+IZv+AY85CEPwTOe8Qxcf/31+Nmf/Vk84AEP6LVgcDz2sY/F2972NnzjN34jHvOYx+BTn/oU3vjGN+J+97tfUsfXf/3X4yEPeQhe+MIX4tOf/jTud7/74W1ve9uovSEuuugivPzlL8cP/dAP4dOf/jQe//jH4/TTT8enPvUp/M7v/A6e9axn4Qd+4AdGtZfXeeaZZ+KNb3wjTj/9dBw7dgxf9VVfhQ9/+MN47nOfi2/6pm/Cve51L1RVhTe/+c0oigJPfOITV7rHhAn7iXve8574jd/4DTz1qU/Fve9977jztvcen/rUp/Abv/EbsNYO0vl+8Ad/EG95y1vwNV/zNXje854X083+p//0n/DFL35xlCXwa7/2azGfz/H1X//1+J7v+R7ccsst+KVf+iWce+65+H//7//Fcueccw5+4Ad+AK985Svx2Mc+FldccQU+9KEP4Z3vfGdM7ZiDtRZvetOb8OhHPxr3v//98YxnPAN3vetd8dnPfhbvfe97ccYZZ+D3f//3x708hosvvhjvfve78brXvQ7nnXceLrzwQtz73vfG+eefjyc96Un40i/9Upx22ml497vfjQ9+8IOJBXbChMOKd77znfjYxz4GIMQa/MZv/AY+8YlP4IUvfGFvfNGd7nQnfP/3fz9e+9rX4nGPexy+7uu+Dh/+8IfjGB3rGXjsYx+LN7/5zTh+/Djud7/74QMf+ADe/e534+yzz07K/eAP/iDe/OY34+u+7uvw/d///THd7AUXXDAYJ/nt3/7t+K3f+i08+9nPxnvf+1485CEPQV3X+NjHPobf+q3fivvtrIKLL74YAPAjP/IjeMpTnoLZbIav//qvx8te9jL82Z/9GR7zmMfgggsuwDXXXIOf//mfx/nnn4+HPvShK91jwgo4iFRUtxdQWrcPfvCDnXN1XfuLLrrIX3TRRZ2UbxL/63/9L3+f+9zHb2xs+Ac84AH+7W9/u3/iE5/o73Of+8QylG72Na95Ted655x/xSte4S+44AK/sbHhv/zLv9y/4x3v8E972tOSlLXeh5SV3/7t3+7POOMMf/z4cf/t3/7tMb1rX7pZwv/5P//HP/ShD/XHjh3zx44d8/e5z338c57zHP/xj388lrnkkkv8/e9//861Wnt+7/d+z9/vfvfzZVnGNvzrv/6r/87v/E5/0UUX+c3NTX/WWWf5yy67zL/73e/ufY8TJhwWfPKTn/Tf+73f6+9xj3v4zc1Nf+TIEX+f+9zHP/vZz/Z/93d/N6qOD33oQ/5hD3uY39jY8Oeff75/5Stf6X/mZ37GA/D/8R//EctdcMEF/jGPeYxax9vf/nb/oAc9yG9ubvq73/3u/lWvepX/lV/5lU7qxrqu/Utf+lJ/l7vcxR85csRfeuml/iMf+Yi/4IILetPN8rY+4QlP8Geffbbf2NjwF1xwgX/yk5/s3/Oe98QyNKfI1JA0j/L2fOxjH/MPf/jD/ZEjR2I6ze3tbf+CF7zAf+mXfqk//fTT/bFjx/yXfumX+p//+Z8f9T4nTDgoaOlmNzc3/Zd92Zf5N7zhDUmq5hyqqvI/9mM/5u985zv7I0eO+Ec84hH+n/7pn/zZZ5/tn/3sZ3fupckl119/vX/GM57h73jHO/rTTjvNX3755f5jH/tYZ5x77/3f//3f+0suucRvbm76u971rv7Hf/zH/S//8i8Pppv13vvFYuFf9apX+fvf//5+Y2PD3+EOd/AXX3yxf+lLX+pvvPHGWA6Amj5aa8+P//iP+7ve9a7eWhvb8J73vMd/wzd8gz/vvPP8fD735513nn/qU5/q//mf/3nwfU7YOYz3I33vEw4VvuzLvgznnHMO/uRP/uSgmzJhwoRDguc///n4hV/4Bdxyyy1TYOKECbdz3HDDDbjDHe6Al7/85fiRH/mRg27OhNsJphiLQ47lctmJJ3jf+96HD3/4w7j00ksPplETJkw4cJw6dSr5fd111+HNb34zHvrQh05KxYQJtzPI+QBo46AmWWHCfmLyWBxyfPrTn8ajHvUofNu3fRvOO+88fOxjH8Mb3/hGHD9+HB/5yEc63McJEybcPvBlX/ZluPTSS3Hf+94Xn//85/HLv/zL+NznPof3vOc9ePjDH37QzZswYcI+4uqrr8bVV1+NK664Aqeddhre//734zd/8zfxtV/7tfjjP/7jg27ehNsRpuDtQ4473OEOuPjii/GmN70J1157LY4dO4bHPOYx+B//439MSsWECbdjXHHFFXjrW9+KX/zFX4QxBl/xFV+BX/7lX56UigkTbod40IMehLIs8epXvxo33XRTDOie0q9P2G9MHosJEyZMmDBhwoQJEybsGlOMxYQJEyZMmDBhwoQJE3aNSbGYMGHChAkTJkyYMGHCrjEpFhMmTJgwYcKECRMmTNg1Rgdv/+u/fHIv2zFhwoQDwpdcdI8dXzvNCxMm3Dax03lhmhMmTLhtYuycMHksJkyYMGHChAkTJkyYsGtMisWECRMmTJgwYcKECRN2jUmxmDBhwoQJEyZMmDBhwq4xKRYTJkyYMGHChAkTJkzYNSbFYsKECRMmTJgwYcKECbvGpFhMmDBhwoQJEyZMmDBh15gUi1s5ClfBenfQzZgwYcKECRMmTJhwO8fofSzGwHjf/g0PD5OcL3wFDwNniu61CNd6mM7fVI9WxvoaHgberKYjeRhYX4e/2bWyzXSfVevm18ln4vXKZ6RzplEWvLGdNlEZD4PTT16DupjjxOZZSd3Gu3it9i20uuRvWc9u4Y1J+shBYqgt3jTv0vukLB3n4OdknbyevnvnysljuTZobbm1wHrXjGG9zfQNcse09y/HW+5799XBf/d99z7k+lHu3rnn1e6XK5Prr2PvMwTtGSZMWCd22jf3u84JEyZ0sTbFwngfBXWgFU650G68A4xNhG4SXK2vUboFKjtnAnKAbeqyvoYzBQy6Ar/JWO2lgAEEBYdfU9tZ555DdWn1tuW6v1thXZ607XsRz2DggeYcISpDMICxqIs56mIW66DnomtNrCtVoKicb+7Lz/O64rEVFSyuGFF7c54VasfQsVXunTwL0PQb9v2EAMrROe9ZueYfTVnTBM3cMa688fsNXdt3PHke+ucQLaSD7c6cDsaDrnJLCon1dfjePv0uibIs7q29d7pP0meoH4x456oBgRtbZBt6fo9RWqQhJ7ZhoJ6k/+1S0c9dP6Tc8HJDdeXQp7Rp9WvtPkzjY8J4DCkJ2vndKtGr1CENFVM/m3B7wlo9FoRg4U5hvGsWbt16nrOIW19nLe7Rqp45z4VG7p3YWNwCbyy25qev8FRpG6VXQruv5v2QngEwYdsL5UJVzARObJ7VbaexjVLRehw0L1HiqRFCfOkWcKZQrxsD9Vm1ckwJ8kKBqnegWJDCpbVH/i2/5xjsxIPVd7+deII6Sgn7t3Nff/DCU59HJ5wnJXR8X4tePaa4av/moL2vwlfw3qC2s3iPMd9nN/NC7tg6PIQ50D13cp++axKPUUa5GVLIubKglmXHSGDLeZl4mdz9+LGdjpNJcNwbrKo8rMsbnsxXbHyu8o152YNSLlZRnnejaO/nsw15ryccDqwtxoIvVtbXiRBMwiN5IzRvQ2tB6wrPJOCOoSyRoqHVT8edLeBsq1OR0qFdK+vnv6NQrIAUItmO3G/jnfrsdJwrCJymlKtH8xj11SufrawXiQeqrw4N8ntpoPZpZUm4A9DbDtXLw+9hbKduSUfL1i3Oc28R78d99cixQOV3oqBobRvbXw8Dcgt/X1/pew6i6I3xbPF3nvzN+nBOke9rg6rMQf/GNL/txbeRfXJM2VVh4FG4ZXY8jqKG9SgVQ2W9SdvdfsNWKBprpeZld6tU7MjY4P3aBOHbInb6PbQ+sAr6PHB958fUOdYDrfWNndx3lXexm/cWZJH96ctaGyel4vBhvTEWTNiF8FrQgsAt4ERtil4JJgRGJaApr1nZhgQ6oBUsecnt2WlJ2ZyS0o1ZSC2qsq3cWqq1kZffSVyIVCDQeCbkudyzZeliQrnwMFgWGzumIvWBU6TGLshBGFvtfUkqlgT/PvJbBW9J2RHUtG+a+7sjFA0IcjnrbO5a2bbDqEgQ+t5L3/FepYKV516b3P26Yzml+gGpMivPDfUD2RZ+XdJWMQfkyu0GO/G0jIGH6byj0deuEF+V83BplKc+AWysp2Jsmww8nDRSGJOl8E3YHValsUkvwVj0KabO2KwS2OcNy7VljGdg3cLzXlv0V/Xm7CX223sxeUt0rFVyHGOBB1prHrd8eZiG09xa9DjVSauDo2vdUugwUjCndmr1Cy8HCcLZsqIe8izIZ4yemRHPRMdUAWYgoFoKLblvwZ+B103t5+dlHfGd9Cg38rqctbgPfXSsnSg/8p3y39bXibepI5g2lL4+8PdG1ngpmOaUFt4mrd2l6/ckSWv0rW3SS8YcvXsmjEuPAP0/RnFbuS3Mk5Fro9auPsRvz72KA0roqm0fqzDs5J3s2NsxYgEeY/lMFAf5nla08vYJeVKY7PecBWVnlex8u7WsS1jvbtMeEKkw7kUikD6FdRXL/6pI6H978A13omTtVf17jf1WKiboWKtiIQUAqTxwGO9iQC15FWix5dQkKhsFPlZGBot3lA2qU7Fe83gGLY6jj0Ik6S3c05ITTNX31SNQaFSqnSCnVGjxFdq7yv2Wdclv12kHC4jlCpdKPRHCu0ZnknXL+7aeqrwgxJWJeB0MatN15EklIKHPMOUj513QhMWc4qx5zLR28DJj7nlQ0JSysYo1v1Yrx5V66n9ZRZYZCcZAnVN63qnsR/RvbJcwVMhn4b9zSmfO0LAq9tvDNUZp6Hh7NCtxfH/jLL5cWNMs3DIeo6NQ+HYsSm+F2v4DoDjdmgWcMe+rTynN0Yh4vUP3kLQ4TalYJTGArEtTivrutSomWt3BYN3GgXXjIPvEvuxjocYbwHes4jlBkFvnI5VhDUITLfjcghjb2+NtmdVbmNXbqocmKlWMny2faWhRJ2UL6BcQxwoHanpfxXvTd/7Mm/8dx7avb5U7pihwSIVPQ5+3Zcz1q2CMIMafQdLxEgGPlBXmqenzMg3de4ylXSoXtSlje6U35TCiTzjMeuM05SxHaetReHcDmheAfsUuHm+UpsItk3JSCdL+1urW3sHY8T6m3H4qnn1jRaJvrltFGVpF8aDfJCisEqvBz69LyNiR1RiHW8gZi51mBltXfVq9fZ6wIaG+lQfy16xDABwKcl9HPeuEpnQdRB23ZRzkfLDGdLP5IEgNUiAl3nNfFiRJjUDMNGUSAYOUFq1+Xq+HgZZBSF7ToWd5B+tqVMW8s9Rxqxu3SnPLa18K10iVyAid2jWFr6KVvU9Y5c8gM1DJ55aoy03Utux8n6ROtHuUFG45SGHSPCT0Teg9UzmtP9E9YhYsUW5MEHu2fVyRVd45f7bk++YUDd/dD4RijHgdQ8qG5P1rysUYb9l+YqynQFqs+bW912W8b2Pu2dcWCTXRAb8PeWOUcp2MbyKbFf875yVZdV7g/UsrL/vMOvuLnBfimN7hfbrzqG5BJkpS3z1yGae0+vYbY9vGcWtXKMYobRykDI6JoaHrVxVAx5RdVTlYlY+fKy+Pr/L+DjImQCrxu23TOt7lhL3B2tPNkhDlwBbPTFYeKg+k6UU7AiI8ClcFwRbdzFGUxpZfm7PCy7ZQXEf2eRSe9bI80lV6uACsCBBcuBoSQvlzURv5ORkA3aEQZARODxOVkFUtvJTWVipxEnSe3rJGs+LHk2ujsJXC+jrpT311EHajVMQ6VrCQrmJNpn7SUX4VK7dUSKXiPETVOSwTqqpAKui2P7+fyZhvrI3TMejrn7lj0ZM05F0RY3UIOWVrSPmRgeK5eaG9bmeppcdgHd61foU7T1dRKSfoCjiEvgDwwTbucqytGgy+DirNQUALygd23n4ZD5PIGAdo0da9r+OoVWPfxZiEBYchjewQdWzCbQdro0JxCosM6iX0Laiah4HKkZuXH6P7SUG3V9hkbZJCOv0tz2v1xfS3yeTVxgcMxQTI56dn4f932i0FSKageGNRukU8V7glZm5braNPqUnqVpRBLuTKGIM+5ZHqHINIKcvExlAZIE1TqikdUfheM01mJ9Cs6tmywqthhSU8J6TlFrGDhJwH5PgaQt+7koI67zc7ySAm/9bK9Z0fM+4H28LnSDEWtPlUo+vxenhMi/V13BxU1rPbdkvsB9Uq14e40iAFK83SKykVe8WdHivgjrn3qsHihwm3BerKKt9S9r1e6tSAF6QvHmhse2T8ya21H62Cg14H9wuHZWytbTXhQl4Sb8CF9Ya6pFnZ+XUctEhIbjkPlpaBwWOE53hPZVGVi6I8v7G8BRvLEx3LPb8fca35eUISdC4EdL4pXcL3FxzuvvY6UyTUKN4uyc/nKHyFwlfJd+iLeeB1U3lVcFEUNq2MfGbe5pxg3ucFMd6hdAu1TUOInoU1C0etKDiu3hh3xN5LH5WOYxWPy15BUso044J2jp/vgxwv8VrRn+RYyra3zxs3oDiUbpEo+LItQ1CpkUr7tfrlPEJ/c2gbXkbDTU9/JKVEHlulfw3uibODvjpklc5Zaw085vUpzOrtzjVq25gQNqZctr272AtBra8xuOXiQg4rhrxE2u/c9arlf48V2hy057LeBWreDr/9UKaqnOLSl7RAHst6jwfiNnKB82Ox2/G0bhwWoXw3OCxzwNoUCxKAjmzdgDOv+Tjmy5MdS2Anc0+P8K4d44sZCeEApdrrBgfyTCy0OEoagYcZXDSpbhJQnZ2hLuadtkohN6dgaRsISmWD/udlPbp55KPiZWexPA8wlqDn0ALqC1dhVp1KBL74LJrQI5Q4ouhoFmBNMZDB0JrwwZVSzbs0aP1XKEdjMMayLj1WYwRI2YdVOkvGOzW0YKrC+SGYLGX7ZTa3XLKEVRQwTTGV447K8eP8t2xzx0OgeQ3Y2N3NTvWALnznPKqyrR3KZfPepNeODDqaBzOXiU5mutuJErCb97JTSGEu9VZwRd10hDKCpOlIa+9u2rUb3JoUiZ1iFcFz3e9iJ308p+S0nv5+T0Uui9VOr8tdz/vxUD/qUxZ0Q8itNzbosLXn1oy1Bm8DwNbGGVje8Wg30FcI6mgWbs4Vb2lP7aJOC54MluWUo1qUp3vQgC5cFVMF0r2BMOhLt0RtS1UpCUJyu9hTelwt1oOeJReU2QozQTkpfIUaZWw/r4cL6NReXt/R7RtQ2xm2Z8c6Artn9+P35gIEF/C4IrAsNmBtmQRFj6F0SQtpLsYltkdRwIYEyJw1euiaysxVJWRIKdHOdeqA7y0fz3EFRLHY83JZj07meE4x4XSQw4D4fnIKxAgqDn8/cpwQEiqiogRQPUD6nvi1QJsYQKMfyXqpT+eeY3AMMaMIn+v66tLGwKzeCn3ezlVvRWy/Ag8T50VZpjYlLOrYNj6nyHe4U+yFlVlTKIwP7V3ajfa3UBySdvXw3rkycljG2a0ZuwlKXjeG5tVVMRRYPuZ6Kqt5P3J9t3BVMxfqfXdVJGPKp7/X/T2mMXXrxVqJtbQgOZtSV6JQzazS0VLIrKxxMzG2cHNaDyH1VtQoXNVVXNAuutYtoxDS5eJ3O29ZL9IUpExwHjOx5Cx/3HqeKErcKs+sp95Y1HbWEX4Ws2NYlpuJEpMIVwNW9ugpgEHhlkk9MX6EWZm5ICafh78bLvTJcvxfjj6rcPQ4KTzzIVpLx1K9IwtUvwdiFYqL9CZ09kIZuWDJvqDt5ULfImymd/D8We59A9JvR9+Y71GTXJtRxGgs5TwNct8IPt9QOZkcgcrxNnLwFLTynqOU8IzHA0jnmNy12j05ajtLKJD8X/m3NpfJviXvp82Jtwasi8o0VM+6qU63R+zGIzQqNmVgHRjroR5b32B7dtBXcl4ELXBbxoKuClIYuIdD3m9SACZIrFWxyC1UXGDNLU5a7ADBwKNs9o3grvxYjzHJAJKLblVsdFzxZb2NwlcdpcHDNGlkTVNuoU4eGu0EaAVGKSTx+mtTJs9OwlDplpB0J+mJCRbJWeLRMPBZLwG3hPL4FvomZN2UygW/lq7v1M3u19nUEC11TCoFY0HCzBjPQl8siEaH6vOqyLqNd3psixKbk61Ljg3RR7W+pO2yLYVropFJCgz1o8MiAOYUfz4utNiRPm+WVFa0Pib7dktLcOpGiDIpBP+f98W+jSC5oUA+s6Rd5eqXbcopLtIIk43DENZWk775tj1sbuDvSxoZkuddQbjixqW9gBZPMQSNj84txLnfucDXvRa0ClfdZpSXdVCOOr93IeyvqjzkvNF7jVYeSAX/pG096Xh3orT1JUDI3WcMdhKEfphxEM9y2N7fWtPNatZG7j6nY5waRNMyCUFUB1GFgDB4l8Vma9mEj/tIcKulpPkATPgiATwKGq0SwtsrrfNVE0sRrk/L555Jo0Px9wEgEWriMVvGe/G29wnMhVvqqVhZe7jQ730+TiPn6s0FP6eUm5SuxRUU2eYcT1x6GMI7Z4JhTnkSVl9eZ3K+463KC2ry3JCCQ20ee473dU1ZJoE6x03PeZFkHzysiOOTL8zs3XNFmsrx+YTO8RTV/H1qfUGW0e7r5Tcw6T4qVFbzcvB7cSRzD+vP8nxsu6Ts9ShWOXDKZ9I21u/i5qBsXtTmLLpOQvuGQwj32Xm8RV97gHaBzVFDcpZejc6kCbAarWq/LbZhLjocBoO9hh4fM0CRWsHAMwZ8jOz0vutGayDpKsRq+YzXgWOMF2QIOxFw19GXDxMd8SDacVienbBWxYIWjZbaQFaedpHjdIJZtYW6mKOyM8yrk6iKjbDHAhot1nRjA6h+b5uN6prFNQoYcdEMlkMS1jnCgphOFFF4Z8KrFCoApEKGEAzpvrTcx7aijfUAkMZ0eIfCVaiEsE/3ovqpPfxf/rcUMrgyIneW7tyHK0ZMACKEb9KdWKUiodWpPZOmIOiWZo261l6bUFkylJghaO+NB7z20bhkmRzIi5VkTuMCrKKQeGMhW6/1vViejZP0ex+OCYe3b+idlW4RvZulWyQZ4aSyGesXMRW8b2ieAxm3ROek4qJ5H4Yg549cGW0e4ef6Nrij+leB7DP0bnKZonibNBxIQPZI4S0KXIkC2WN5zngq5HXZTFOa0jEw9iyb32/NQa+7wZBRi0CbHnpjkr+NbwwytJz2xCzklNJBZXWEUrET9NWrG0B89pqct2Js6mINO+lnB9U3b0tj4raAPdkgD2gWneZbJ7x5F4T6usmsRIL/stgMApgJtB4paOcEVyeEfjpnvIOzqUBtWOyDdXXMpBQW8VZB8YpyAbQLgWv+JgoW3ZuO0WZ+XFkBgkLhTNHhastsJZowYn0NULC1sMzKSahoYkpIIRgjAAxNntJCTmk1KQhS1tNXV85joZ3LCaEJ7YXF5khvj6YY8vvJc+TNkXQVQFc6xgh3mmC7E4/CmGs6ngx/uCZdbrHmgi5RkMhzSc9R2XmiYEtvWw5an+dekD4KAxfwIw2prz9riqH4Dh6mkyyBP5fWV8dgVW8czQd9/XessJfUHQ0rXY/sfiMnlGXLjwislRZhroBIZWQngayHyeJ6EOijIMlzztj0u/ju9xl7jzHnxrZrFXBjnlZPrm4pN2SVqJH9PaeQrJNaE+WmA/Si5wwChw23lnYOYe1UKO7Wj+nMlIUzLHBdL4MTC56kx9CxJDsCPAxz61tXhwByZulvF/NG8bGtMNrJGkX3a57FuhrG15gvboE3BbY2jwclxQOwrRBDdVBGLEmhyNG2aBFO2gkfFRA16Fx4C/i1pDDx56D6JbhikqPySCGJ6BlSyGut0VKhG+c54MqAPMf/JZBF23u2GV7z3ijjVudZmAIiFUjZ56hf0Xfj3Hva7X2M0sbfEwXL903bdP/CV3DoxiUl36ERevuE24OE1q6E2se+UVQqRIpULtznKGD8fppQn1Mqkmt7vFda3fw70Xho+1MRxwkhS2tTqFEUc6G1kVOXVkFfv+MeS/pNz6mVzd4DOn1vr6y+uTZs1CextBvJvKB5Z7Q9EaTy0DkvnoVbzMN9/Cghipex3kUB+faoZOSEdek5077Bbt7VUL+U/X9seU6Z1J5tjEewD2OzSQ1dm/POrav/9dEF97Of597XXrVBy9415j63lXG/dioUGkoCpTnj1j+gq7WGcqZZmIOVX8YMdAQpwa2WbYixCmQV8K4z4Xtbtou0aalKXCGh+ryxcLbA1uYd2D1mYnJLueDhWdtJxSAEM0tBJW18GgiZBKSLCUhaHjvfwnRjMzSKV0LJYVQQ7f3zumv+bdl52RbuPRlCL2c8M6EH71AruHuYNjNOj3IVhIH8uwvXpO+vsu3eJdpO8WMEviGLu/EOha9Q2XlHOeIUId5OmW2JC4mHQbkgcGFcs7DztnJlgguHOg2A1ZnpQ1IQ1JQPL5UITt803Rii6IlsvhM/1rl/xgvKjSL8WeRzJR401sdySkkftHGmCVC5enPKRp93dFX6yW4xW55CtdGOV/l9Ad0joZ2Tx+XjJ2uaOCdTgubA67itCBdjMaRU8HK7FcglhurJtWnQ08C/5x708d0oFfzfoXuMiT/qq2uVcwdhrd+re60jte+tGXvisQAQBXSy+AcLnJLxxC3h7AwxFgMt7ae2s2hlK9wyxi/wQEyyYnJrW6i3CnSnYg5H1s7E+pTGLxj4hDrFn4kg28+FAb7o8rZZ7+CMRVEvgkBeCKWHvTPbKD91o/SEgl0Lq7xuLP87Khs95XNCCd/bgn5z2kqioCTCWvh+2kQ89hjVJdtpvMN2eTT/wFSnIqxpv3N0LH6/oZiL3cKbdu8Nagvdiys2/JzGkQfQ6fOHAX20NNmH+NLZCuKtwi3HmvQGavMCpwNxD4ja1ub6XFyS9v77vCFE96rsnM0PQSnUvi1hJ0HSq0JTSBIhKtPfO1RDRUiUnqOh974O3LJ59mAZzVLb9qXUe5GjiGiCV8cKfMgU/MMG1UA14n1pwi2Puxj7zle9b1+53fRvLhOMactO+tWQQtAXX7TqPVZde/Z6rdrN3h2HbR097FibdMQFXQ3epDu+0v9VsdFO2oqVDGj3qnAKJ5g8GF3Bs0BVbqQxGEzIsERz8iGVqPG+if9oy24ubsbxa/4Z1i1R1ItOHbyeJI7EOxQsTa2Bx7I8gqrYSK6f1dshjW4j6IT/W8GVK1Cd9zk06TRuf2lB15QUOsb3sOjcj1nDyWOjCW5JG9gkK5UPXobXMXox4DSUHrqV9BhRhquo9LD/k7gNMAE2sS7n+7jc5Vhrc1+qTVV5Evfsez+a1fkwpaFL+sKAMiw3ziQk84egp+XumfzOKGK8n9DfPF0yL1u6BTYXNzfzR925jpflKN0SG8sTyb1qU4ZYKKZIRg9rI9Brgorsq/z5hiBjK+j95fpZTlDKzSVyrPPrVxH2cvPK2OvHCgPa/CPjJHI0Cv43F0Do+hCHZwfbcpjG6WHFWGVjVYGb99veusU8wWF9HeMOc2X66tXaM6bdBwXev28tWGWMaSmoJ4zH2jwWOas6gOgJIAt+S2kK18yXJ0PqWBGbEISHOlKUEr7iAE+dx29QzIVsl3UVnC1hnWv+rQEU8dxidgyLc+4ZtfiQ1cnDs3R/mhemtmWbjcogERqo7bPqFE677tMw3uH6O903eS6K+6C66DmSeIBGGJA74VJZkPBE5ynDlslbFTXvAS8XKTg7nNC4RYbHOWjWTXpfQzQYEsr4eU5hIQsxfHdn5BzVRB5L4zLSNKPSg9En2A3GVtCC5NPYHAO0njousGUs/bKOg4aqGCsUnqiINudm9XZMeBCva5QSKjMUfxSvEf2HlAJpbeceDX7cs2tqO0M9byltlAK7w98X7VgUm1gUm90XxN4BxWvE2Bkl7oM/d065CHVotLGuBZ6oqCEjXl4gT95fvI5tksmt9judI5RsTp0yIwRH7nXQrudzi1bXWCslF2T7qFVDmIQXnfokzxGduO/7y2+xCobWwZxxjFNUV1WKh5TuIaPbGKPcKpSkVehSq95rrzBmvI5R7nf77Ku057aMtSkWicWPLVZciAcAmUKUUscBJngFinmYrF0V95CobZkMvo4Vl9fX0K5g+EBLrUk04RDfvY57VfByfFHngouJ7Q73NvG+1FYNlH7XNcLAsjyCmxqlRYJiOuSzSeXBI03fm+vGhv1LglFsE59IBcUM4jrr65gOOAmoNd1AdWo7z4TD7134KlyDdHdQfl+y1Y6x4KRCD8sixGI7coG7JNBJD4/0YozNSKTVT/XR7z5qCX1bgClzfQoLG2ddBelwT26c5hP7sRxbIotaLrao13Pl231o+hdgCycU6XgOqbdF8wR2vBZEDc3EHkihgDK59bVPq0PzOqySGSaZW3oEcqlcRMXXFMHrm8miNZQGlL8/zeCQtj1V8FdFeFcjMuUp1m+NEiXjI8YKtLdX4aO3X2b6vhwnHUNac1kfJW2ozjFlkjmK9VFeLqeArHJfjqH6xnpy9itTWY4+uEpdmry2ah2rYrSHcw1KzG0d61MsOtx1HyXauAB5D2eBNutLI+A3gr1rBLfwUYTFmC2eaAZ12IG0TgQ+LU4CMLBuibqYg7wggInqgvFhv4uq3GgXE4Vv72wB29wTYFZFdOMzuHUeYFZTtgjVtgyeCQMU9QJVMe+8R56ZhlvYrK9RkNWNKQTcEqdh1lCv5AQdhJI6sYhyyN2405iShg7CMnPRby4UcqpQbcroRSELj5wgZcB3nzUp3edA58wmSot4TuntoLrkMTreyRjUoyxox/l76bO4y/ZIy7hcdLptPbzCS0LnURZp/m1SD04bU9EX/5Dbv4X3YZlCmNrCv33iNVPmhdSjlQbQd74HmxdyQggfE7nxHISpNE6Mv1eM6MccQ3tm5GK+yIvMvxkfz+236tJDNGPCGKF/bPpsWfcqkELpGCFn1awzh3Vc7idU73lPf1WPCWU39147SqLSN3if7WurzPbEDat8XGvPt5M+mYylTPuGINMiq/cxYqwqRYcUhqHfQ+2T16wzm9JhXg9vS1gfFcpYoLHKA0GoNN4klvfAyculAA0pXX1MvWrivhBgi1rM5NMoA4VLBzPQek3Cwm5AoyN6UhqLZ1EvYLxDVW4mC16It1gCCEpPupgUsX10L6BrsQzCv+vssxFpXgk9ysaA7YSCk5mMaMKyroYv2kw4QeDVrX30jsijwndEl0KKJkjTd+p8u0bJkbQcepaYoUmZDKUXSiK3EKgKRkexDffnO7jzZ+ChwaGdusCovQNent9rLKi/ax4MzevDr8stCbINQ1au/QaPU5FeIa1f8EU06Z+S/iWfmxkeeD/R3keO/tYXt5FTvDUFgu4rf3ct/10LPH1Pdff6AcXTeNfJrMfr7LvPmA0iNaMJHdeErdw7SZ5ph9SVHPrmFACK4pkKSwlFjK4dYXmVFLMJOnJ9A+hXgOU1qgKgCKiU9nTVdvUd18a2bNdYBaAzJ/QoN6sqFcmYHBhjiayTzDPdhAZ0XKsjq9wdsKLd196xY3Ya18NYKwmbFrWwYHOlwoDcFzE4kQnDVB5oNxyizmsd29TO1yjdUgh/uQ5cM+GsiN4QiSM3/UfsVIl7284SD0pbxkGmIU3v60NGKqVcjJdg7ad4DIMQSC4zwMR3GlUnZjWxKafTG5vQxniwcvu+WvpS0m54zOrt4NHwemBo91nb4HoTKW3tfZL7DkyGmuJEf2vH+XW6oBKeszZpytao3CnX9T0zKRQ5TnuuX2sKD9BDjRlhXU6ehfqDUEh2atXaC/D+23rHWkV27GJOY4Hq5Md4UHzs46rQkW6iOCS4y+/HudS5enMg6qFWpwSnB2qWTy4gJ8/ExrZUhhOvT6afaWMiJM9YpsfFuNTQUdwy32SvkDOukMU5OSfmf35MOyehZYbqKzthPcj1w7Hfja7j46vPuyC9E9KoKa/pM+7INV3eRzu2U2/HbsddZ2xk2j3qfR+y/r+uuIoJLdaXFYoEpmbjuVSYkx2p9WqEv8P/gWbkolLQehWaoeFbBUMu0JYJWaEct4rmNWRbbSft55kOtKwgIf6h7AzUZHJqgru7edPZ4s4EQhJ0KS0uL5/L0sTfB3kNosDc3OfoiWtx+o2fjWX4tXxh1bJH9YHvmxB3SxbW8txEJpUkOUHxCX5encKxU9elQuOICVIKeUMCHwlPmkW7I7gpno2ct2Ts+9RoOvJ47/XsfefqOihwRarv2/G+YJlRgH+bzjGh2GrfWVVGe97rKt9Nu65vXhgTL5MTMjQBJ3c976vaeyndImawidcxb6p8Jq3N6nPyMQG/Ul+Mc7xiUMg950FjTOYYzROzbu/M7QF9c3qcO5RjY7FOgV0zBKz73qug712QvEMxlH1lEtmIDBxCeeujB7aMkcMjwE/jcG+wFsVCCv6dc9F6z61sdbOjdeutABDpSaRsONsE/jombMAng8CZIg3wNqZRcLq82BYezs5ww53u01kcjPcoq63kGTrP1TxvaBe3bLnoQpc7i0vLIh0L97aqUCOFW25x54HiiSWlEbxmp25Cecv14qm7waf0e1lsYFlssOcTE7WY2LmAx2kYfBLTBHZ+T36tRFEvMD91Q2oZUoQ3/o6BvFU5eRYhwPRN7qRA5RQUTVmMzybeW87rEc+vsMgkcS45gfSAJ3GtbalBoE6O8zEOtN6HxEPBvh3vX1wpIcG2Y00cUBqGPEZ96YJj+xQhKPEo9PW1NQgZY2IQOvfteS9JxhvxfXJIvqs2/kcIfutWHtYpwA3RPSRtRApY8tiEFmONQkOGBC789mFsvxhSIvrKSiOabONeKhf9hr5xXp1OncYImnfX27cOyLG07jFz0OvjbRVribEInayAMakg5U0aPEkWsa7m2gr21lN62NCR2qBo2mjPtBvqNcI9adwAkmNc2O5CBhhZ1oFrzLdvQlVuxt/cA8KfG2jT5obMV6lnIARlb0TBmL8LXs6jtXTH474N1m2FVLZ7OHs+zr+nb3DDHe8R6+PccKqP3z9UIizv8OCxF/SbPwe/QquTno3Kx/tIa6Zvs2zQtSc3zsTW/HT1nVCb+PEji5txauN4+l7U79z2FX6cnlULZI3BemLRk22j+J2coDbkPdmJtfwwQ9tpXgr6uXfC3yNlYXNAMpb4GKF4iyGBtG9e6I7x9PsWroIrUiG77xqI9tJvasdOkbwDVl+f55Hayzfjk4aNIQx5ewhDin16XcNvzghu/DlXfWcGHoVbxmfO1bFqNiftuhxPu++et1cMjcG+OZQQ1yNlDjFsPUnrHs4URW0b6o8EypYY28SeUfv7MKI/ccN4ypOmQGvnx8ZmaFm+ckr9KnFNMv51v3Fbj8Fa+5vlCxv3MiQCtzIJ0ERC8QZk/adaratjkHDwYFTx45AlgFLXckpRqyyQtd8jDZzVBojBcuP07tFondddf94U2Ny6HkW9CPESrsbpX/jXKBR178I1cUbrQEsjSIR4sYEer4e8GG1bbGtpF9aS7nN1vQbcyqHRPCRFQv5LluMul3ngXbB/h9osyxdEa0NrNZYW5s57YgKqfLbOvUTbhwRKTmXT6FQ7xZByAoy31u0nuIA4ZLHm3yW8R32zSOkp1TxLUvBOznEvyYj3mngJlZgFDXwMdDx8yjsYc0z24b7n6lM0xswLq2DIAjvGC8HL5LyZq7SLz4FUf9eLtgJthnm2yVvfV4cm3N6WhYp1QRuXXFYgBSDngQfyHgX1fkypyF0rlXlAF8pHz29sLly3h+4gIPu2/Fvr+33Kwl6By3F74QkZwm19/K8tKxShHejdAU8ejEBv8uzvRqh2acYVg9ZLASBmTgLImwF4tmttGxthO8dM029oYnK27HSm1uJksSyPsPpKtis3PZdNrqN/ZydvRDU7mgSLU7arOHEx7wMfaKpLtc/6KCg3Mod8u+C5xNMR64DI0KNa1Wznbz7hk4XY97S103YS/Jv755QPHlybE1ToeG1K3HzsTqwSfZHhgk/WYsaV4IEFpO8e/HzuOJC+191ajQ8r+ugNQ4HnlKUpJivwPtgpPMUU0ZiiGwTvkxkQcmX7uHdNA/cK5upY5duk4yc/Bwx6YKQHVHoOFQUjSXecG1srxPhohoHeuhNDE1MkpHFD2SVdmzPkeV7HojiiltspOusG2ByuCCi3dSFiJ+gqdv1zQud65kmP9WXmU+696BMgh/qqXD+0a+S6IpWVobloFU/JYcaqWaGGxsgqGdnG3DM1EN163uutBWuLsWgDLMnanvdQBAt4a5EkoZ2sy9zaTRvL8XsB7X4VwZPRzYiiC8sN71qkjJV1d57N1YzmlH8uADh1/C6oig1QnMdN59yTKSXNdWgHCSlPbQvziyZ/LgLPIqVZV8hiXtOu5twaM2D1I2VFBtNKV7Wc5IHujsiakJJTariHZGgypWeSngm6tqO0CMElV2eHftU848xt49j29ck5eU9+jfZuNO9Iq2ymsScSg1SqEe9sP9EXmzKExKMHnywuQ8G+qrWR90cqweaLVd9bQstjfUb7drE/mzaWSmsz/5vHj6wq/PPrVIOFEIz6FL9O3aJva/MON6Bo53LoU3ZW6dt9xhpZ/1glQ1pbqY9pWQVlOyasF5oCyw1pHDs1xOSUhr7+MmZ94ef5/2Pacpi9Gqtk4uIYm+J1XWPpMHnxb6tYa1aoQH3iaV4lpSScJ0GaCwhAd5Ez3sFWCxQsxSx1rqJeNotbnV/gOOfXFonHZNwzhfqsqzBbnoDxNZwtuntzsElhMTsKitewropB5HLySH/7jkWCeyH6Fvq4EJtu6kxtkkt2OmZCfW5i45SiXDtqO4tlcoh1KIIYb6s20cpJlSsMRG0aw8fNCeu8LVo9FJfijQ0B5Vs3Jddqz9PXjthuSZ0a+Aa59g3d66DRtxhzmpgUEvg8AfB5IewzQ4kT6Jp4Lyb49s0J8tiqAoiBDxtcKvVpiooUfGRfzwkZWj2pN3JY2cy2kZQhPles6HXJ3pfV3adEyWO7UYzbNWS1vq8qX8wTrdE75LciJWNCP8Z64FTDSk8f4eOdG8C4fNCdD3QFVvtbOyaNAXRvWbZ3jVXW/1sLcgJ/lhbYo4TvFfriNnKYlI/dYS2KBQVvdxek4MpOYy663gfuoizcMtnVEgBsvYiCBv3vDe28nQrPckLyxmK+PBkpVcMut65w7GyBqjwi6E1tzAbFU/DnC20wzfWzRKBO3h2CF0QKRt12pR4DIE37OhaaqzbeV0y6JFAPZVnKtTU5NlLI7SvH31ESrL+CAD0U2JqzxNJ1y/IITh09CwA6nhwqxy3SUpHq81wMKThjseo72UskHhz5LhShNrmWWfWtq6LCTrCNUB/6g4ueSysUio5A39y3dIuomA5BVUhhoieQl8sZOuS1mtdCnh8SbNS2KkJKro1DdWa9L+Ib5p5Btks7tw6FgurZab/XBVWdg82pFTm++CSY5KF5ycb0Jwnq51LRjufF3/q6mn6nGOM4Zk5Al3YXn0X0b20+kn/zOm5tWFWh3t94ioMbi7fXeWAPyNoG6EzuaScq6oUI7A7HinoBUzfCAtsYr1ycCo0VqUudaVPKEiUq2vwUgSFnNbBuGRUK8roAJMQH5agqN5nlNFUSiPZE3gl6LukZ4QIxh7NFFI66ilKwiuYUEw2SUkbXS9rUKAFIscjnrJRjLfCyjLTUGnFUy7GtUcKGrKB8L4UhAb6zUWGzMFV2ju3Zack91fuOpDH1WZxz3h2JrPVuhxSkdUN6xzh4G+PGkux9FvUCZbUd5wvLNmojT6b0bPCMcNxzwfv8mL5qhTdUUyK1Hbj7lNdoSe3pq/JYro/l+nwOcrxz5TxXdlVhL6mDjb0+a+1OhSn5XnZaz9jrNIWB0/OkZ3VCP4aMPIDexyU9V57LjZk+Q8Yqgm7OMAfofT3ngZdlxiDnLek7tgpWM9KlMSvafhe56/YTYyjvQ9es6963F6w9eLsbSFg36WPDAly4JSCCrA08vC0A307M3hYwroa3Bar5EVZfSOlJi2JI88atFYGexN2Li9nRzsAOHpAKtCs3KRF10aZiTHcOhxhENttpOkIL5+WyTFbUjvivUSalRrFR78MENv5+4juk86To8PS/yNfLn0EKU9q95DP3CSI87S1vJ28XfyfxXux78gWcyg1twJZre5aPK55Nure9sajRphgMgmc92AZvbEdpkW2iNoz1Esn35GGAHQqDewUpdMVx3xzXKEU01r3xIONESOcbPJZVMU/oDuFcUADiLvdxwUf8TX/ztKu8jZQEgadlTsaOiNUY42ULN++Ph2jb1x0DmrDC02nyPppTNGWb5L9J/bv0mGnozHdCSDK+m0VuVajvaTf1ZYSSOI9rGQJ9WlarZ0IXci4Oa6KWMrZLoaXjOVOKgQelpo11o7suO/QnBciNyd0otev0su26v2eu19Iq09992E22p7H3WPWe01jce6wteFsODoqnKFwF6yoUDZUh5JsXFoh6iWhRNjZ4KxrrpHF1FPxj3eDWw9YqiUa4azetc3FPAm55s4niE/IZc+8DKRkS2iKzuXUjyibNaa5cPA4TLa7aoi4DUul90btJ76FbEi2bPGlSps0D5cSYq08qFRq1R0vjmsTG8I3LSPBD6zWQ31O+p+5zpdbVxPqsWIn66lLLKc/cd56O0TuO/wuhU1MeeNkhAS7XfuvroKSLsrtdWPYS3IPA5wUg9f4BtKi0yRbCeaJF1a3lPxnL7bihe5FlM0nzqtDWYvtYn43faAfvtXSLjvVUG/NxTLJ+wctwhWxonPTFj+Sst/w97Aa9Bgj2DnhbtDatZDEV8wi/3zrBPRVavIWkP0nL7STI9IN7FaWHQlv3c4ozpwkn5/rqS8Z8/87QmkKxSl/LeRhzc8th8XxpsUZDXgA+Hvr2sxjyAq4Lt1dK0kFhbR6LEO8QhHsAjTU8WJJLtwgKwuxIQxdKB78rQuyCdVX0ZsD7UIfaKVPLnG1oUyR8x7SUTVs2t24AAGxvnN4u1EwIKdwSTuSn71jMlUnH+OBZ6QQHwUDOFXRf7hGhe6X8/lC6jl6UdNHvtiudTOXmedIyw0ETXc1S9mp1xmOJdbS1MKtCNxeeRPv7rOkyboTK1yizz9GHnMW3U66HNtTnrdEoYpLPLpE7n1rf++MPQhySssCOfN79hvyuzhYoq+1m7IT9WUwnyI4C9MMGlc3RJEU1h3z/1lNq6QLB58G8AN6haPowbW6V3ttGzwWQvldej2Z5p3KaRTNvEbTqWOUKNH8n/Dnl82t1c2vtEA0wp1z3QVVqckYMpiwNvZfYpky/3q1CNISxtIlJcFkdvJ/R+mJBnoWiUey7BjW6VhoW1HtoyoBY3/g5K2QLrb51eCrGoK/uxFOzx3O9lpZfou/YULa0vuDqnSgXkyJ/8FibYuGMReFreJMu+s4WqGaBysS13RA7EDwSdTEPA8UYmLqC9VVzfCNQpACgyQTj7CxSpCxqeDbQyTsRArVdnJSWsyONwBaEEmpdK8gU6Q7ZakBeS7Nqjzssy0ZZQt7Nz6FZsPm76oNq/WauYnId8/Lc+yEVsnAtq6+v3VIZNEXnuCaw8DZIKhMdS85JK3Q8LhYYdqyPRrHqpGt9nXWnJ/X2WIc15KxpYwUj7fqOQicFzZ7vuV8gK6RMyOBhUJUb8W/618DHoOz2m5vGA9rWFcaKAeAj1bKlQ4WxGuqwjSeQ7ZsSr2zHDe3cndy3US5qU6Zjifdp76Dt8Fs3iR60/s+fmb8PDdTPNQG9IyAJoSupZ5dKQq5tfZ6QnDLGrx/dpgElJXcseee7UACCMiqOTVSnHUPru8a7YOTS+nozx0cF3LQ0aoDGSY/BRhoAuGLCKYUj+lnfvJpTgKnN65qP1zmv5yh9GvWJH+dltTrH3ns/sBf32e9N/W5NWItiESz5FkEAIOt7a+2jRb8zqVM6V9rYzVhYOMB71OUmQAK999GTQfVbSkHblPWWLBymCeT2qC1fbHkmD7KGBxg4GLZ4d+gIxsAoi1Joc56+QCAriGOufjlRkWLDjxnv4Vh7+xZxDXwCVC3nop2cU56zBNFxWgBycRY5FD54tio77zyPVCJaK/cIhWsFwUlbGGLbmWVdWtTk3516h6xn3BOxoqLR9251Slw96nvsNaKyqPVdn9v5OYj9gKAu8NiJjFU9ZoryDnUx6/Qdfj8SIhzSeYEr4H2xQOFENwg8O48owga/RjvPFRt5TQ59noi96BM5pUuW4f922jbmuVZ4B/IaYNj7MEbxoDLScz1hd8h5uzmyc2PPGsePW+ixeKRcdO+3uiI61qCYwxhj0LoNRlJR6GzcO4KapJUZopaNbdcq6WEnQf9wYG0eC59YD0u2oLdcOr7bK4Cw+zV8kwEqKAkeFkW91VCMilap8GSxKABj4Eyb+hU8I0fjlQBaIZCyxhjvYVG3PH+2APKdGHPPN5QPOTfgiSI2qxdwthS7PgYBiyhSrYDrwKvKcv/ZYqt5AnLQvCtyYpYWoBhrwS1FTBjjViCV6+od5suTKOoFThw5u70OrbeCt22VQE5NUdCUnj6OLtDd2C8oT3WidGnXyXtKITV+jwHlYwj0vviO5NIKfFi4uRzkaSBosRGE9N01JCZjYd02vLEJFYriLUyT+KH1+hXgSoXsYx6myS7j4K1JFHitr6wiMIwWIjoW165Xjmhaybwg6ui0eQfK6U7APTHJfUQfHPJSGDTea3hUdh6vlx7Zvjp2ijEKgjcG8G1ZqVxMwszOwPuq5qkm9H3vnMcw9VSlhkTt/kl9ACgRhJq4ZY39T8PQs++XFzoX+5C0pWcMZGNVxgZ+KwaEnJfgIMbgNO7zWIti0QZvGxarwFyXzAIYrdwZ74UvStTYhIcNXg9YWLdEsTgFV85hTAjudsU8Kh0eNtKnAMCV8yi8e1OgLgpYVyEEdjsYO0NlZx2rY2dBFAu/+uzwrWauTQIm7Hpt4IPC1Qg3FLRaGwoA5u+zm4lmDLczEVLoXQuBiuonS6gmMEdqEbrClvy787zoeg+iAmMstuand4RxOV0NPdsQckpNXzk6X7pFki1Ivju6bkjJkL9zygyvWwrfGjT6Wr7czq1F60Ri+Ve/AwXAtjFaAQbce0HKd2socCjqRTBC+PBNHMnf8Ru1VClnS8hYAw+Pwlewvg5CbQ+FaMgjJTFkWdQSMsgNLKXHRrarzxiwE/T1wSSuSPFSaPPTWE8Ep47Rv0OeylWhCYlD/G8KLqX5MnfNhNUwNK54/+KJQuQ6FGiN7TpHXj7qP4HCJpRvJpvAZ+iE0RCErPV+L/rBfikNOUiFuY/2JBMWrBtOmcsOw3pGmKhQeayPCiUWQo1S42zRbiLX0KdsvQyD2RgUy1OAMbDVAsZ71OUcxgQlxJVz1A1VyFuLotpq/g5eDUpP64pg8SpcFcssZ8fgjcFseQrGO2xtKt4BKJa3ZuKh3Pq1DUHOM6q33Gy443mBo3BVyDrVsai3v2fVKTg76/WaSC8LUV1yVj0ZmMq/Q+GrQK/ICLVcOSAlRN8AkT9PV9jolEGbGhZIvSa5a3i53H2pndGboghb3DPSpzgti82kPkLpFkmQL3/3Y5QM2d6+sqvSyxKaVkbROEyQ3x3gixgt4HUULMt6AfIw0Fin/uAKPm6Cwh7mIt/5hkCgJdp6u1H4g3Fhc/um4EncmMGD9cMBJYPaT8p54atEiRorJMh+S9eVbjG4OWWfgJajyFGbtXOcKpIIYPJe3HDExucYA4j6HGsWqLggyDM3jbKSCu8EgCQNKa8jzO/dBB4Tdg8a85oSHbMEKnNfsl8Rn2fEGhCp0M0a543teFW7weNd5bQPqxjE9qs+bWx07pNRKGTms51kdLqtjJU+j8xt5Rl3irXuY9EO/Da4Kj1nIwc6UJvqNjgbQF1uhsDsWfBKlNsnUG0cg7cFHGaJAO+KGXwToGlMQ8OxBVwxi5OHa/LcE3ViMT8N3pgYSBqFCOYqndXbMT0rZU3imZZoDw0KOiePg/YuyKLCBenYfjZhVcVG1lI6RHXRlAqq38OgdEtUbMdwIFU2Eld0ZtJKLDpCgOjjU2sKgSZ0JJamaGnP5+XPua9lGRL+bLObO2+TFxb03Pund0SKWOJNyrjx++rJlSErmxRY+TPmBEXNq3KYoPUReaxVKoj6xMfHvFEEg2GiqLYTryRHeoy8GCHQO+aqtzO0cWHAyc07qONIKvLS65L0ZWNhnIOFT/owlR/qBxpdo0bZ6VtjvnNfGXqGwi2jl0Ce02gkBK39O1EkxmI1T2U+yFQ71jc/SQFJi60Ahim0E3YO8nJzGi6BlHnyShSuiuu2hOyf6ncX43/IY+aNCTRK6AJ2fAZGrVoHVhlfY7wqcjxwL4GmkPcpIvspTO/V/dZR7+1dqQDWToUKlkaiHpT1AkQFKupFsC42QgIQOnJRbUVaEykHaJK6uDJ4FsrFqbhJXmqhoAXeNjEZQSFBE8DtilkyAbXt5bEAwSI4q7dQ2XkUwkkp0Bb2U/MzACi7M7MJyzKLCAAcO3UdtjaPq8FjnUmnZ+Gm330TlYFHWW+jKjYC5Uux+HTcv0xg6KZ8bShCJqUIafeVf0fvABNaikbQz23Yl+PdxrozngIp9LTP1VqQuxbsxs2eE5hy1lpFWJYYorJIakn7ndJYJO79494j/l5je2Ub/eGY6Ezj+QvJFSoAJnowNYt4US+SLGmJgNF4LMp60Y2JYVY4UiJ4G0yTxportfE8GtoEEzI4ZTCWzwju3NvFIfsOp2bQvNOrbLDxu9sYChp7UqlI6lGsvdFjxM/TRqUZ48YQpIDHDQuyLeF+/dbiVSlOqhAq7jHFUuwdpBcZ6PY5Ui6ovLqWwUSBODEA5AxlfK5l61Nu/GjB+sFAmQrhGiR9TnoL+Dk6T14wCe0eQ/1cHtMCtaOxTYy1VeIZhhSPnWK/YyqmMb4erJUKBQT+s202w6NFonBV8CR4B4t2wjDeBaUCAJoAuYQ6Vc6bekygTIk9MLzY36+1JNqELhEUHSoV4jEAg6qYR059bWeJ29X6GmW9jUV5NLkH53tydyo/BqQLcXjWelAbztEINLpDHxXHwwQviBCkc54VTk8CkFhmo/eHYjEySo+cxBNly7RB3x4tn7rzvJISongRpJeFNj6TEzG13XinClEyjkVVYBTlgZSVsch9O3lOWuNyddQ5oVJ8h8OGsKdEDW9CYod24dID3l1iCfZRKQDQJIewAG041bk+jZNK33NLWyGaIrfiO1OgbvpV+LtMDQa+jvEYuXct+7VUINsyq32vPs/YWMTNQoWwldAEo5FI7FRsWrqjZkVeFbIN5EnOUR/H7ilBZeMzMSUh1tVYZzWBT/s9Yf1o+5GeiEKlJmfqafum4g3N9CdCxxNpbDIeYttYliOpGEhrPx1X26v0x9w1mkIzVpng53ozPfm2XF+dGs1pr8fJugX9PhlsojCtD2vz4wbKSYW6mKFuNrxzaNPMEn0IFqrFjwKvAcD6CsWy2TwreiEsbHPMFTPAhNz24eJ2cDhTAiYntAUBv6wXQakQikMQUitUdg5nCiyLzc5CbhuPTFXME8598BIsAAT3uGuseXTvW46e23lf0lqac+f2We3ju2+s3NHyEpWCLjj1KGbqUib3MFnTRUygl1Ze3k5Rhv4tGB1Jc0NHnqsQyLgwpVmsyIKsWbKobg056pN8R9pvTRiWSk/SRqW89jy5crKs1map2B0WBYP6mTMWvolRipO3oQWJx1bIvt4+R5xDAMRMcXDR60HKSHwXnih1dbOoimQIpn1XhjJEmbBhJg/gD0oqopeNBI/kOYUSzhHjGtD2BSqzKI4MvsMk/mkFQZ63qeMFNLbTx4F0btC8OvF3YuDJLNRMOBsqM1TXEHICjsoDZ/ccygo1CRp7AzIyOdoIlvU1rrjmro1/s75q2HnZ7zvzY2aeTe4DtgePInRyYb2tV3g3cn1NtIeDx+yMycykHc8FXu9UARiThnls2TH3OgiPxDTW14e1UaEKVzWbi5WAWKysr6PHgTa6S4SiJt0seSCcKYEZYOsq0CWacjwew1aLmCnK26KlQhkHD+YKbTjW1tUo6lNwxSzGNFBHmrltLO1G3O1aWuP4RFabEq4oOoGOwRLfpobkXgBphSOq0rLYTI/7GmUdcvVrQjy9S7oHmMBNbZGCq4mTmi6EUuyAtM5Q8HfKuxbfXU6Ooh6NBqVbItOFQnpqckoDndOmsaw1ecSCol2f++0z7cpRoPgxEmjHClNjskZROWA1IXSvYBtPXW7zx3ZXbWVeiNSl8H5qW8KYAgWVa16bLyx7nw62XgSBxYTeFN6vBQV000aXUYhu4r44DRJokxxom/sBaZ/gyryk1UmlQKN2ELTYB+MdCjaOcp5H7RzNCZoS0Sfwa5RNIA3+5uNcpRVlFJM+oWoshuIp4vcVVt78vNC1xvJzGoVlws5A62Ff9rGOAYkbmPgagdabnvR9Mf9a75p9pNg4ZOOYrzlyvU/b1r83Q8eaz7rbKilrc7FAnL6Uq0cbG7ulE/UyLdaUGWoaW7cdrE3yCJ3ZRS9CMjhtiarJoORtEQTo5UkYV8O6JWLKWLdEWW3B+grOlKjLeZM1yiSD2dbLIKxwpaL5n+4dypDgHVylyxlZB4NAR14FPnlYX8dN3Dgth1ME+GRGx2miPHbiGhzZvjHWl7hSWR21nUXhnY5VxUYIVCWLzQgrH6+Tnl3SfNQ6pPJEQlkMWC/i+zHexU26+ibEnCBBbZFtLnyFjepkfA999dMzlW7REdQ7vxtLk9rGFekbufZIy3TnG/QoNom3hV3LN4rUnmmsILZbiso6EYS7bqYuAtGaKG980YxbSilLnOOyXsRjtZ0lHs5QLqU7Uda5KFjHBaulVbUeBjYGmmPavhs0NuSY423QF3qLmdtG6RbZNsf3oaR/HoqJ6IO02ObuS4iWXvYc/Jlj/2Tz2qoKwpCHgsZvbgxpwoc23jVPRe6euXrl8UnwWR9y84KcV2ltInCvGvdMJGXEPBoTsGQMdlFJ1tbFeK4ba5GjM43JQtbXxzlSL37/uOsPJB+mXo0Ff3ZOD6Pfu0EfVWnVNq6z3ITxWFuMBS1+pvFIGFB61nbAUs550wRWh2tT4bduAratD3EaxrHYhMYqWGzdAnviJmyfewFsvYStFiHQ2/iopITKPWBSC0hVzIFmIipcBW9M5EuTQEi8as1CzIVAQPpmgJPHzol/82BEui6hSDXKg1zw+hQCbrUky620qtD5XAwGbx+PQeBW+FgPUnfyKlQbTpnglk6qg+JYvLFwhU6T0uJH+s4DSKgsUuCX32PQ5d5DpdKE/7HxF6S8cY9Hn4A2drNA+kZjvs9+IFCUGu48eS8awZTmBvJU8PHmbMp71qz4IYk9uS18NFRU82Px75BRDgheinw7OQUxjlXxO2dF7dDW0PVaLO1G0vYxip8UcvrGco6CN3gPrnCwcUnXc+qI5tncKeS7ToWnJkkBuutDW6aff68JOdx72leOjk9c7L2Bprh2FFmF/irBY3La62qlrjZVfEv9tdHoAXTHTzLu+oxpA8HKfeeG9yxaPRA61zf7qFJj+vK6lIY+5OKc6FiYV9fbhmks7w3Wmiuv3RHXwpHLrhnMAKJHgdLKGjjQDtqzxc2oZ5uRMkXxGJQZyjSCg6kWqDdPg9s4FiaAJsVsKBPoVMa0AWGtcE+B5dtYzo4EJccYbM9Oi9cCqYufwBfBmN6TCdzJO+BZeoRAzj0RZP1LBF8m7IY/RLAydHetVCI0pUJO0FGxYW5kHsQWhQph8ZQeGA5NSOhTlpZ2A8uNVuCi9ra81q5iFANtfcicsbG8Bd4U2Gq+ozc2ZucJ908hlYXknayicIg283fAvRlZQZC/I+U+u/E4HCblgnv3gGZBg49zQzgW3hWllQ2TfbieMqRQjE58v2zMkxLh7Ax12Xx706SVFQJrqhy0dCrbxDcFgbboKKa5+BZN2NfSBEv605ByoSosbCzLdvRhTF/I9cco9IlxkrQL/d60vvM572a/t1XxFjGlyJkCpQsZCStDBiwDh+5+E5FaIoSZdVlNJwxDM1ZRH6SezvsQrelyLyeZdISMGO037W4umjWcMYWj3eNCoyAOx/TsFLuNh8jRn7TMUFqQuHat9nffsZ0gV/fKnlFBX7TCe5W714TdY62KRVEvASAGbwMOxivCukGwNLpgMYf3qGdht22KwwCQeiu8C4KwJYu9CeebwG5XNJQKW4iFNxXwKMCTlKCO9bFZhMmbIdG7K+2KFkKpNHAhxngX20C0rXitoDoFDnaFGv0buGnCCp1P2iKViYxVVlqGSPjbac7uPgqXXAS8DxPNsjyy0oST46dLJa9PYJPvlLc5UTJ6PEWS8rKqItFnlT4sSgWAOJYARKthEFQBycQ0ngwCNfNUpHFLVGcC7+Fow0eiZLoaMB5g2eHCgprbR6JVgDn9UYLvNyLHS/YdKGVzyoVmHOB1kNAUjRPK/XidY+NyetvPDSM7UFppbtyNh2MIUXhs+lTXw5WPk1gX13zCeOSMUB2jHvVlxbikpQJPr02NCp01RHjjcuirPxfwfxgU0CFlmR/nsUh7qTTwtu33WNrL+WdCirUQscn6yC1zhCQXvfZhKZi7SQPrTbsbN3kpeNk2K4wNi5XlGRRcVDZIYYl/I0wQbXtMtEZQTAW138N0sjNxIVsTGLOTD9JNz8Z2bmeKsAeFsLhGa4yYgJMMVZI+JNy8UijVLKNDQi/nh1J2KU6pGiN4DHGpk2cQ740WF8rgxT1j2Tp6aE2rQPv+RCvjZfh44M+ZU25yishO2nSYJtGWg5vypIcWFlJIrGsUMVcnwkDqKRLPb0OcRTjn27Hj+d9pe9r26ju4A+MpaUlbBjwTQ3/LumR2tb6+swqFTsZNRA+pJvCxMto8SX8nOyevoozsQDE2vjV2uEh16XLdJ+Xg4JGLERgCT+EOpF68zpwgvQnCG5HGT3SNCRq9ri8dbO6+Bw2uNKyS3Wmd9+d/96XNHVvPKuAK1DT29wdrjfBsA7jTwS25uaGwjx4GZ5tdtRtFwBUzUSdzVRclTF0BpER4D5AS4j1sc8y4JkDc10F58TUKt2zOU079AtY7lNU2a28aeMsFwpwgwiEX+LC4tpOeRn3iC7g8x2kBMd2l4jrW2kECf07o6H6rvGArLUvJhndN8HWufB84j5sf62tTl9LS3rPz/nchrGv3TX4zxYp+a4sVIChy9L2FIj5EvZKLp/YODiNIwOPo67v0XihGK46TGKvRzhXk3fSN4gHv47F4LzYWbJNuuo3vCPMFH6PRa8mSCvRBE+zHfCOtn+QUes2zwb0aqyjHQ0qsVDJ2JOSjm0BhJc/iLhVjLU1nXxapCfuHrOcR+e8eqVEyQ1uvpyHfd/kYiPO2UC76xmxbT//vVbFXnmYt9Swdb+Ngd6bMD2EvKVITDifWplgUrsoOMlrYEwGJBPxmp+xIg6KGEc0pqS8IFLAFTF3B1MuoYBBVqk3BSgqHi/ex9QJldSpmlwmLskFVbrT1Qwh+wpJJ/3IrqIQ85sgTolBoOMVgSFHg0CZgqRBZYcVPbIxCIBkSUnMWSwDpzsTsnQ1NkrmUln3WWl5myEOhCXs7FcK5UkjxMa11tOhYeLU2qPE3igeqr0/l4jFKt8Dm8mYUbtlbz37CeN/pf8m/XhtD6aJOiSGiwE9zAFqvRPRWcMNGo2BofaB9hx7G1yjqBYziOZM7+MYWjlB89fchPFpsnkm9L+3Ggb0KwA6+b87jOXbcD4H3fW4I2WsPmkzPqbZNBIfyaydF43BA+3aadzE3x7bH0v4wRsGQ7eDKBr938nvNwu5+eJrV7FDJ+uOT/3N17GTMcK/BfioK0/jeX6wtxiJwoT2MT92NifDnffRMEE3B+qrZ+6KBMYAPee+NMbDVAt4CcK1LHd7BVtuhnnIO4xZwxQy+bDe18k26SWfK4B1he11wgbrPA5CjttDfrVWvLRMmIx83w6J6qUwMBmusuBbdPQfifRvhNdBG2sDV+IzCw9GlC6Vp8zYXN6MqNrAsUkWqfWf5DdqS94KWZz2UOUsqD2MpYTEOAWlAnbTiGng1RWfSHiG0yYw9Y0GCrRQIk/fW81xjvEPUh3hP1KzVErNqC/Ptm+CP3jFS0nbyjOsEKQVFo8C331FO8rSAtwqvdXUnMxTQWCxN660I38PGOcXEndibOcWY1AMK04zjNk7CMTpl7FMw2fcnjQP8eBKro3m4uLcN3TglSdeQ96Q28n9XhWfPZryLiRDkVxljUdbmnVxZKh++zw7jsHruN+r6Hq/FlCFmf5Gj0AHozKtURlur1dgjYZVvLkrunawlYo3Je04OR/zEWOTa26EHirk5nYvS+CSqd1UcZKa1aVzvL9YavA10Ld+tEFZEIZrKkQBgwKyMsgM0NCdSJHwxgy9K+GIWhYvIp/YhSDDGUUSOdbtpHiEILunO2RJcSdCQBHr6NohX8r2TOn276ZfOz2wt4zzdpRSq1brZZECW66posy7ZagFfHkk9J0LQ7xOmOgJuxhLpYVoPlbK5GHc1j1E0tDLehKxW1teAVGwUob0N2OsX6uViI999n4U69yzSOyGfQxGzVQWvT+k7uXEmTm6c2Wn7YQB9q/Y3T3XYzXAGIG5qKSE9O9YtW8MBiqBkcAGC1a+lGvVC2OgbZ0PfmcoMCdp8bpTf1wtFfHDMjzAEcMhdwGMdyhgaM9/wfzWlQzs+Bru5NgqXsj2ZQNsJ+4vwfbRj/RSnMXMardmtIdD0CNc7MzDtJ9apSGvneLYk6QXyPTuArxO7po9NBoFDh7WNKhLArKtVQSEtLCf8lt4A78PeFK5NUeuNgSs3AB4IztLMhkqCAgLP4hloR2+2YVa8n2i7hrDwp4Jw5NOzBV2jF/CgXRJYWgHHgoIwecA4vy/P0d16QvpjINIJKI03MN7hxNE7oqLdxdkzUTt2giSVKGsD7WuSUzx4u3L18jqlkF80e6VIbwV5UfqQ6wedYL1Mv+DfQgamjl0EstQ4bvEeaONBU53GQtLIgJxA17Uy8uusq5g3j3kkeV0NrTIB0aLYeGrb0C6cY6mIq1B7BgWhZF5IPapqHNEefP9lsZn1IOSUhaFyfcrVbrJUDb33XqXvkCjat3eM7UOALj/IdU2uP56t9W09/f24nZeGFPn97UO7pUbJpAXafi1aedcoFZLytJsA6L4sWqvspaFdv5Prhs5N2Dn2TF23rgmW1oQ8xn22vkKgPs1ShYCslY2FH0RjKoKXIcZoUPlqkVhFeYchq2a6QBsAeWGdW5dzVKlYtrGScKUqto0JNOG+GWsoO5+z1nAhlgtcwfWbXrMsNrAsjyTCinavne7o24r7+YEZvSBCyeHIxVnIdgKAFMJ5Oa6gac8cyw4pvdpzKJ6aTpkeYVMuflFZzLRFi8UY094O5esQQLaJxknqjYhEQdUDmCjzzAABoE0/zTfFRPBSWl+FzTq9U4wZtGCOe0+JoD9wjfxO6q7QkAt6t48n/UaO4R30YyCkYY3jA10BLFFyhOWfz4Nj+9cYRSBHudqN8qZlgkk9Qe3xKcbiYKGtJapnuDlPxiTNoMehCdFD31pmndor7Nf8nMvIJGlQpJDlcBgyKu3F/Q/6mW6rWJtiQYtU1HLVyV4EC3uPYrmNoloEBYPKFbNUu+WTjPew1aJRJIKHIgRwV22WKCAqJpGL3Sgrtl42GaIqffLqmdC0xc54h9nylLrQB4u67V0kjXe9beG74NJEWrgqZquSAggHp14MKUfavXPKgBQ0NKVF/r0bl7P0DkRvT0Zx4YGvmoLB31nO+jW2XQlNaoS3hNqbU3zG3hdon/MwY8wzyn1PjHeYb9/UBFWz7ypiLjoKpq9hfQVOrYzKCEskIQWYEJchskN1yqTK4Rh0siIpnG5+D/l31pDReW4X5wquhGXHr6IgaeWT8Qs95az2LPJ8H1ZRILR2yfu0c55P/k3KK/n8uXVWyyA1KR77iz46ouyXiQdceiJGKBPaeOJ1rXOOXUUpX9f9OsdGxkmM7fOrjI29EuT72jApD/uPtVOhUrdZN82stB7W5RzeFk2QNqPk0OJH+1JUi/g7tLyhN9kStKdFuGloQ7F1M4rFKRRVEE6KehuUepboVtTu+DKU9IhkZVWfmQT9JqsMnwytd9Equ7E80VplhEUyvCedq50DKSuxnYI+o7VRPd78zzMJ8Ws0yo+cxFVla8ACudOJlStKvE0Sg+ezFq6dpW/tKz8kWOcsxmMVD95m+Y0OWukgrrOGIet7XWzAG5skB/DGgpI7RMWhSeoQlQleT0OJoHPGOxTLU9G4ACBR6lXhOjN+gGHBn+KMZIwNXSfTNPd9b6ncaB7QnQjpufsnc1WPJXksNWmdwtTKisgIwYcLWx2L7iSYHCpkDUboKoT5Otr1jbIn0nom+/46+27OcLkX4wTIjxWN4sQ9GmOuoWP834PCNEYPF9ZOheJuZ482iDdZCBuBAEBUMkzjiZCUBcrmZFxIL2sXJ+GKWZrppSkDtIqIKzfgk/0wbKdeQitYdC3sgy5CGCzmx+DsLNkq3pk2iHx+6ga9bhFrkb7HltoTA1obKz3f20IThiU9Slr0qI4YyMk2mFNpG1zwGpj4NAtS9K7sYAJVlaKMZ2DIA6VZnHPvPYfec8jzxyWNjbcrt9dIIkiO8KYki+Eh8GTk3O1aticCHavLDcCY4GV0leqVolSzRbXA/Jbr4EwZduAGG18I/5NBwRXzxPORKmEppXDoHQ4JuLWdxTEs3wMAlPUiX7eIweq7txaXsapHjF8nFXPaRJQfA8aN4ZxXQxPYVhHiVlX2YnsU+tMYYXQSXPYOfeMoK4hnPPSc6RAUEF1R7PxWjF6reijHQEu/zH+P8XgfBPYrRfNBKygT1oO1KRZcOI6TN3yywNl6GT0FoUCwPjpbRM8FGo057k3BvRFA85tRcNjfCU99ttGkqA2COcVwAE3MBZBwvY13iWIQb9fjsYj3smUyUckJaevo2enkNUJApP83FzfjyPaNbVvE4ssVBU7Z0u4jrZxSGClchcJVHapRvNcQx18s6p3rWbt2IvhGhQnt3gZa+zQ+ulZ2t1QirrzlhCLNwkvK4pCiI5XGhEYoIJ95N1SrdUKPc2n7IaciyWucCQkaYhyFsV2DRPPbzTaT41GhUAwVdI1vlH8uiACIdKh4jSJYjBWC+4SSqpgnvzVaXq5/Fr5C6Ra76r85yG82q7cxr06pZfeT1jHmnmOEQKlITN6J/cW4b5Sh9xrbMd6MmXfDtbqRkLMqOoYx8jKOMKqtA7tJbLAb74qmXEulTHt/8tikGEwA9iDdLIEGY8xuRIt2vYCzs1YAaISGYrmVeBG8MbDLbfhyDrvcAoyFtxa+nCfxE0lmKJBHxAG0Ey+loqVzxoBSz1pfo2ICJlEvPCQ9I514JGhiso2FBACsq2I622W52Xk30gKrvT9nCixmx3rfL+11IdtGbVKFoowlprZpd0gmKd/mFTfsfJ+VPl4q25hR4HKKiGy7F8HNGn1lrNdBF3zHpSGU7zupgz2PgYe2d4Zsu0bhGqv8aJS1gxD6hsBTQcrj3iAZiwDNF2m/nJ+8HoujdwjKiDGoyzlAe9h4j5BeOg3mTu9Vw/gCiF6/1is4RKNbBVJgoTEb6V5m3PQrvZFxzDXGnJwAtq620743vD/L95SjP46pf0z5oXJy/khTGnMr9u4455PisX70eZ+0b92hR3q2h4VPjWeS7pNtA80bmcQZBh5uZP8cA7k+5Dx7q2DVa4dSya7a3/kYozHH7zGmrnWOr2m8HhzWF2MhFhryYBgE2pOpGz6xMTFQ2/g2+5Mr57A1TyepW1+j1ZKllgWAYnES5m/fj/LT/xSEi7qCXZxsg7wbFNUWimor/s3bXjDKBdf+uRWDjlthwYjZFsiDIPbIsF63rvM6+W9CbUs4Yd3uE2iTe8Cg8FWM8ZB1E2KAuFASuNu2VSraiTtsflYl12tt0BSGMUqEVhdRuLi3IIedxkr0xW5IV3USj5JZIDVPDa9Leo4ifZC1p6OUyPcnvTSHUKkA0oVDeipszPTWCq7OliHNLKTAIBUp2wZui/0vaF8Z4x1MXYVkESww3HiPol6iqJdNfV2Kjvxb68Nj+gFXsle1MEoBhBsnVvVQGe9QujwViysPRL1MPKWMqik9qADiGO3DOikmUXFbc78fK5hOWA9yngr+XTuZ4pQyer06rTb09bqzpueowevA2DV87fcV3oUOxUnOfSLuIptZink3tLSyWuravcY0Xg8Oa+VKFGz/CQAxJSxtYGcipz8I3R428VK4okyViMYK6YsyxllYWvwpcJsyPlUVijvcATjz7OihqI+cEeuwboliuQXjPerGg1AXGyEdZTOYiobzTPSnHBcyCAjd7Fe5sh13e2JZ62aN0oSW+E65wmPEngfwmNXb6eToatTFHIWrOvfW2iMndv49+H3pmtqUqkCrKUvawl/4qhPESvfIgQuXMlaBzpPAz49pkAJ8n7DVS0VaQVHiApvWBvq37x0MCVClW+Dc/9//hyPLm3rL7Qf4d6cUr+F5+WJFfOjuO+ZzBIzBcvOMpkzYEM+4GkW9jRhTYcMmlfH/Zj8bQjU7Erymzb1pT5S6YHRJJhjL5AY55L65JkTsRJjI1j9CoSgo7W4DsvrK42PqlfMT9V/+bLuhdAA7p3V41qcIcQMwLlTFuaxL70jqIw+0IpjeWmkfB91u7dsOecDGzq+tYKun8ybh1rIMkgClYW7vTcYd3o+l0nFrREJ5UgwoHUOBRh3bhZKwG2F/rxWTVes+6HF0mLE2KhTxlTnqYh4FPFfMYOtGGIgD2CXGwcQa2QgaxvvGe+FgqkUIyC5DHdYtAeJLlyX8+RdFRQIx6LtVburZZqQihP8NHNvErS7mcXDxOJHYPm5pZB6K0PYuT16LceDCpHx/GjYWt6CsTmF74wxUxUZsP3cHcysqCW30nmtbJoqAbB+nZkhajmYlL3yVFRrku9IWB3ksW1dj0eexO4nXplEeSrdAZeeszcyVDRN/a5Qj+T6Alp6So0P1KWZp/3CoWVwPB/92dP8hTj8dHytsVXaOL573oPhuDhKSouJNKSzBHkBKg0woDdyS6MMu2/R9DBzK7RNw5RwoSFlwsWw4YBADuoka2RgFPEKsQ7gfU2yY8Mz3eulVGJNxOKJ8fAaFBqhQnPg4IE9hbUrUQrGXngwNcVwN0RhFn5NeE/IcqnQspHPoKsrU0Hvm827sK+waOcYA4X1QFBBO4aC6tfKcc35rxEG3W/W6S3rqgLdZW5tSwTiM51A2Deim67X9TWL7lJhFjt0qzjloc8Eq10b5ZsU6vDFRFuPyTzwHnVq0Ct1ot/1uiMq2CpVRK79q+w56HB1mrMVj0U60aXVcq+cBkzKgsqgWyYZ34YKwk7bdPhFTzfpiBtgCpinvjQ17XhQzuHIDbrYZFrm6CsKIq6PiQXA9G8KRolAw6gXQXSCBdoKy3uHYyWvDXhZoJy9JpyrqBayrkmtj2R5hcTE7ilNHzsJ8+5YYxO1hEn42n6irhg9NdUc6Exc+RlooebYiEmYkL5x7XMYIEhp1IjcJJtYiISiVbhEEKztD4duAc4220gcuFI2JrRjjUSCLbc6ln3gqRJ/qa0MvxUZ5h5Wd73iRWhcSy3bTfp4wgc5AaSdtsJk8d2ONLKqtJIV0NCKAGQ4a44KLymLTn5U0uGEO0/sOPcOYje74uN+oTqLwVf67kWdN6yeC4iTL1qbE0m7A+joJ4ubc80Rhtkos2ghobedZ3uh3r4exZ4zvBKm3JFUCqF00F3Djz2C9jBcuKSOHYYOw2yq0PpabXyWdlNdhXc28UwUbMwqFj1N7aN1WDGE7aXtfmb75gO65G29d3DxwzNqXM2Axj0SOCihpT7ksa/uFIaWDyoyNp5qwO6zFY9G3z4NlsRVEhZL0hWLrZrj50dBRG6+HXZyCL+dws80YU8EDt6NywqyS9K+3BUxdBQpVEayj1ELrlkG58K01WyKmwySlwC0BGNS2bFziNYB2EVrMT48xFdrk5I0BRDpagAmp2TdLgjuw2DgNgGETZ16oVYOjaTIWFk1+TraLB2x7Y1Gj9X5wJUreb2hCXlXIIO+FgUfddNkoQAkli8pzq5emVCVUm8YDZH3dPuPANcnzZCy2qzxf7je/Z+GWUWDKuei7bTvYCTTXNusonsGEdLKMBmVd+NZFtYWaFOXmvK0X8KZAXWyAgrSXR4+3nkkEelTaiMbw4S1ovxlvu9Zsb9q+k7NScotiS7NLE1QQqmIehWpNUaGxuirFSVMYDDx4ggDV47hCDEYfZD1D1tvdWGGH0Hqy2mOJR8W3QiPNxZpwkcvhHwVP3wpTE/YGfJ4NSVQUo0TDZOAeDTo2bBTK03r6FNC+/iuPS6PaWA99X52rgq/RqnFPBG3LmIhV44pkoPZBjxE5vvci69sUGN6PtSgWxGks6mVrLSKhtKEdeFvAo4iKgPVV+DjWYHHa2dGSCLQWTW8MjC2aicTD1MvgjTAGqJehvDHwxSwoHMbDF2U4b0xQLmwRFAXvYXzYedvYGtW8zbbEJwNNEHK2jAPUNc8UOJo1jDeoyg11guGUHVIqynq7FQaY10NmZKLz1B7uiQhB5m39nfb20a0yFnHNi0LPVPgKtq6wLDaT9xXrZNdpaW/lOxlDjaD3luy1oQhnWvu13zlwelXfHhS7URx4PVzZ4bz03L3435G+MrItJFgd9AQoOe7hGWnzuKJRytOx70yBZZMRTXoCnZ01SkUzrpu00ZFbTV4LNHTJhvJIGeGsW8IVc1ZnqyTIpAtAXnhI6GxMoefeA0mTk+BKiux/JFzl+oQUHIJyU/eOqz6sQrUDgHl9CmW1ja356S2FcEUlYqdKR+7bDL3nnWSAOmiv320N3CKvKd4Ash5fWic7axtM4vQM51s6VDimU90o66NUBox3cFhNIdf6o3zesdDGxpjxkijWWh0jFIcx40MrfxiSHezHfQ96TT3sWGuMBQU/BpdkHfPQ8/SwpAzYWlgpq0WwDjX7XPiimUCqBXxRwlbbQUGh464O1KhGIfGRIlUFK6CxjZLRTgrl9gkYV2Nx7A7hdxXoS8vyiNpRopBjCzbZ+HgMGF7IJEhwkRScSKHwPk6eXIjk1px4PiOUSsVAKnu8PoCyXwTlJior7L61KeGK7iZ+nedl/HTCWMGh8BWOnvoiFvPTsF0e1T0LPVaYpB0CchEKAltq9S98yAjWR5XjbdIUMVKshq6PbR1QWIhiIusc+g78HR2GCZCUatofIniECiCOqZZiVDSeDI/wnDGhQkNzaoOu61ZxQEj8QEqGoyBsg0iRonIhFiz9xpZ2326OF/UC3hhURqeStf0gVXYJO+E4a/2GFC+edS3xSIh7jLGGrkK1o36dq3dpN1DN54knZ0iRkhgqZ+Axq7dQ2XlXkdsFchmC4FMhqVUi15rn5HYN3k+kkUqjOUmqHSnc0mBBikNrmCzietiOG16mrdNlvNT8nq6pU0Of4rAbRb8PqygZneNKALb0PMT7CIWMl8/edw/XHRqXkQ2yh9htXMntFWuZLSmri0bh8AjUpEgvMQbl8lToqJG+YBvvRRHLAkGYKE7e2NCaZk1AdhAg4iTAYzZsEX67OigiaL0pVF8UvusqWEtN0ekks+UpHP/CvwAICsR8eRJnXPcpRtlIF08D34nLICuF3HWaeKCcr02KQkjrqAub8+XJkDZWOVcSF51ZMjkk9UnCmQJVE8QuYwji/9Hip1iK2D0NPGZuu92plwka2t+cE729cUbMmc/rb4Xk1QU2An8nfOdyOi6zWyXXCr67Bu7x0IRN3hd4nbzeZGGDbzKVrBYkSArOTji6+wmiQYW/w5gv64UScOuiB9KjiTVwNcrFKRi0Ged4vVyQoCxRQVn2cYPOHE3I+BrOlp1vaeBRugU2lrfEbxVSOd/S3Mck/9M13FrJ65N/y7gFoFUUuOdDzrOlW2QzmWk7uq9kfRVKrWbI0DbS7NSD1vO5ar/0MCFWaI8Fe6LCdHjk7HtOWA/6+gBff4BWqdDWL74Wh7V12Qh9w6mXuYI+NF+2xhDF09/MC9zz0pdZkK4ZAzkfAOkYzPXLMWlyV4mDyHl5cmU170VfO1aNydDG6l4hR5+b0I+1bpBH+0CQxRFoLWtxgHiPqtyEgQMay2JRb4dUs7YAijJ6L+AdqtPOAmVxgWHUJ7aDt6mXIYib7arryg2gEUJMXQG2wPLo8UiRIIHE2SK2j9q4nB3BiTPPj16JZXkE7vh5jQXEt4IL619xouIWGGXg1ywWo0NlEFZwPpnVRdeSTtdXjaXV+hqFq+KOvpxGxNvI2ywF3Fw8AacmqVlo2L8xS1Mj5M6rk+EdCiFEPv+iSDcS7KMF8TqAvPdGe0aOVHBq7yNjMOT9ZVYuOeEnrn5jUdZbOOtTH8TJ8+6NW47csfMcsu1jptocdWU3CtheIL4LY9Bm6WK7ljcCcG1nySJmffA+eBigKFrPgjFYzo+xeSHeqPWO0rdqzkV6EsscRVTJupij9Z52Le5R+bSzxGDiTIFleSQpI6/VfmvHe5XSAaPA0DkatzzD2k6Qs5DSOE8y+2hzn0lpZrFNA32167HrWk/HQLM88r8PyjJ5e7aAauMMYOM1rl1tHBOXMbhSULOd7HlWue4aks7tJKhyT39uzdTaL7PG8d/amFmXNy973cgx3pU/WlaGlrwgF4ek1j1yfMq6bPy+A8aK2+l4ubVgbWYg6120BnbONftPxHzyjYBBFkggUKGIygBjYeplOGZM2HkbQIibaCyOlFa2KR+v5YswTU6zjUiV6EIXzvgkBQQKU5zsbNfLwa1bcrKUHg0udA5ZSgA0e1CYKNgk1ksu0BibULTkxlbROsMtukIhImVGWkb5uU47xXPF8s3zzRYn4z4a8nwfNIVAPi+3FGlt5DEUQGvNGROTMUag0/bgoPvx71TZOa696L+qSkWf8tTXhj5rVnv9wXouiBqpUk983VgZXbJgtRavMKdEpb9JAEFxE7ZeJPcBEIOy5SZ5BB7Y7cp5HNdkMMDAO9VTPOfRd56Ea/57FbQ0HcXLI9sxwoo79p7y/3gPMfflriX07aHR24aeTDVD1/VlruHn9zNQ+/YoJGnWeCD1yOXGg/T68u+W7KMljGQaDVD2P76xr3ZeQ07Zzp0bwm68zavct2uMa+dfnumpOy8Pt28nfbqdgyfc2rE2xcIZi6rZeE5aduPfbtku+DTBuzpYDedH4m8gLPqU3YmUhhA3MYuWSm+LQH/iQrCxQemggG+eCq2hUyTtaFBW250BY10dOd4ktPPBxScx66q4c2dwy1aNhcWjrLaT4GwPEzPfcJpPUEBaQaoV/k08H3edjlab1FKe0CYykzd9I/pf7vRM7UnobOx/VXDpmVxPHbkDqsyeDrydfQuJ5N5K5YCfj88jlA2uiPR5b3JcXw21KdNvMBD/wN+r9EppC18f71dCvr/dLFDrAld2Uwsx/3btdyKQNbtuMivFecHO4EwZYyYoM5Tj6ZdNm/WJ92sK4OZtIKoF8a5jKtxmjHHFkSuKya7pou9zypuWmpXqlzE53GoqoVGl6P5x/PR4G2UbxyzgmnGB2tn5n7VDGkx4u3k7iOK0K0FKeB3G1CUVkz5PxtD1E1ZHYnQZUB4615puzJlrxq+0uPfNpfHaTna4dLNHVfnJHEu81Kyfy3HbN09rHo5V3tGQct+HsUp3rsw64Ex3rdgtpvG6/1grcVUO5o6gagu4ouXLkrXSsn0sqB4YGza9MgZ2GYKyjW8yR9EAqJdhjwu6p3egYO5wA6YIMG+Kt0XISuVqoFECqnJDaOpNitUke4xPzqcwUTgJExsNkBqnXftJFK6K+1gATUA4WwjbySzU0VUYUqFLWjo7MQ1MiB6yrtd21slUxRWPjqdlhOWT35v/L95YqyRlJkQpFOX2quCWZK588WeK9WleF0WAov0x5LV91t9B4T8jrI09z/cskNfxIN9W+Tx4a6jWDqIdceUZSBV21RNmTJPpbSasmy7ts2SISGh7bG5o2sDnHWcp2LO9v0zrS/NCLt2v5uWj47w+4x02Fzd3xnKOT07XyHmhI8Twd8L+7hOycnzsPg+lquTkxjDNSbLtbI5aFTvp13288z4PhRRMDoPCfluAFL6BtF9KA1mnb3eU7C6th0OfN/uF9qjs8zVEEfx30o+lsm0Q4jM0T+CqCtgQNMYF/dunaOdiKLRYiVXHaF8b9grrUjom5SXFWqlQQONGQ2t5j0qADxldQmyCiRZHoOU924bzHCoKwkH5hc+i/vhH4G0Zsj55FxQKHzi93haBDuUdvC1D/AWVqUMwV1Q2vE8tnNFSWqBkwd6+ib0gRI+Bbz0YjtLYxjI86JkJwrbEDXe5fxP4nVonncqFb4PPUs9PQxdpph0pdHHBelZvpYpHU09nvwc5gSmxBHFC75nAOi5VMVFya6Ysl7Ps9FmsuMdBu/cYL0IhAt41Iapvoei42ZXny92blB8CtUPS0+QGhUAbZK4JsH08/YMGLdAhTsI3wntjtbfp7urxfTTv39aB+pT0z+imt81GeXmlIbyb0Pdbg0L6DWlhqIsZ+oRuVfCRHgxlXKcKTmj3yY0z49+8zr60xxJcOaffvDx/Z4XTqao5KtWY/p/t95k5ga6hLGw7RW4h76tzVNYsbZ46BMr5bQny/UYvHleEpfCuzLf6t5Y0qTGU165HQa4fcvymd8zEHTHFQSrV/F9ebmk3oCHXr3czhvi9ASSGVX5MvW+GFrUbAXuvYo12m71qr6hft2WsLXjbGRu1lNqWIaaA3IoUA4H271aBoEEWlASuXNhqgeqOdwXueNd0Q6uS8tdXQXlwHm7WeBbqZaNwNFl+vINxPlCmABTLrYZbPcORz30c9s5fgpNH79iJqSC07sEaIee+vmDGjmXCscItGkUq3c21YwUV1nTuOQiKWSMYsTLhvt02AE0AfSYgUhNIw33asjLFqWflJGUn/ouW5iE9ChTIHe8nrDRJ+2CaHbVD6tvalOpCEAS39Bmo7rETLbWTv2OpZNRCkMt5CrTnobZkqSRsZ1guoEohUy6kmnDJFyi5WB2mwNDopevQoFKlqhb9lFJWk8fB1mFsEfWSDBOhLzb0vsbY4IoZYNDuZ2GafW6YVzJ6E1DQdNTeuy99MDyb38bRAwtfdYL+uYcp++6Eh0TzAtBvPjaTa0Z4GmN5nwZjS8Eup+Tk0PXAdve76XsH3As5pCCMDe5WM74gFZhkXRRLN2E98DDQNnSVZWRqZ9ekYebfKxgESaQRMYS+jZ+S61fi6UBK5evzwGlYl1FnTB/brWKeelp1ZXqs4rDqGqOtSzupY6fXroLDsn7emrDWrFCJcNZMGL5oBjDtP9HsxE1Ww6BMUApIEwK2m8BsxzMh8Q5NwokPu3F7E4K9yWsRFkXT7HVRxv0sLAWGuxrWe7gzzmYTT9jsjvPBW+9E2QiCBmlWmzaXNrWfQNzwUDjwu62rUTft0ywvUnin85rQkgisbGJ2jVKgLdIkQHGhxLGMUsT59sZ2cudLSlD8m03CWtYn3tZEiGM7Z3PQzuYeaRYs3rekMsbbkjwvUuqJrMfDhOdkgqFUviSVpU8I6nqZ6nQBY0KfBikQSloh338hZ0Hrs7wdJKQlvaUf0YZXgUJI/bC2s7inBRAUA6I/5fYaiXQoV4dx3HgljQ9padv+k+6+TQqCBWBqh7qYtUqyENABdMYGPVPueeNzo7tLPBrFfJ3fKVXc0r43Bp1nUd5BLJtRaoeeR9I7WiUtv09A37dP2zteqcgpEK1hYPcC0IRx0PodIOY06WU0dO2Yb5LOv31GGnYFTDIXZNZWMd5XGc993r29xNB9coK7tveFLDN4756yct+M3rLw0x4zhxB78kViLmkSYMljUVewbtlmdXFhJ2y+f4Xh2YMapcPWS9hqO+5NQf8SvLEx3SyMCSkqmzrRTEB2uRXS0rKMM1unnxt34A3eCBEUZotGqSDhsrUCG88zyaSd3zYWU7KI03VHTn4hXA92HVuMaQMxEmKJ+sSfU6Ir9KQxEfz/5BsxoZ8UCplOM+f14OcSgRGmcy+5ODhTRKqSVv+i2MR2eUzltvP6cu9B0ozkNR2vRLNXBFeectzyRGnKtEO2SRPoNMqZpN9sNvsjEOoRAtVhhvTspe/YN7FJTWpqtsEmR6Q7GRMoTXCwbomiCgYAmZXOm0C7pPuQtyIKr82cFOMx0OUya5S7OKI0q31Pv5BjkQSUWb0df+euS+oY0fdkm6SSvwr6FBJJxeLHh67h7RnyRNSmDMHeu7HSasoeUzDIq+yNiQHBE/Ye2jeNa6BinMr1R6LxhLlEpJ3m90uMZBkaU8846euD2rqWW4P5eYmhfSjG1LGba3IB3ACSccJ/7xYaDWuIxjQpFYcTa/sqfRYtGmjWV0HwbzK7uKJsO1IzIdSbpzdKhglBmk12KM8EfE+56Js9KrgyYqpFEDCaTFIAgEZwsNUiUq2IXrEsN1V3X7COlZ3UsmnAUptRhp+nGA0K5LaOKTQg2lA3IIyoUnJHUbrOiGs0xI3u0Aad0f8x1SrSzdpCu9OysV25SRw+ejak8qBNvDJb1VhIS2i8h2njUKJVmzIJNUL4sEWm+7z8nGaF5spHR1nT6mHvJOf1kZhXJ3H8c/+otmkMuDp5a4BtxifFWqT56BsPRDFvDRC2gDMl2s3vTPRKgAsX5BWFbalUQCJ0eFvEGI2gaLabVXJwAadPuKEyhD6hKdkwESkFo3MNE+BXicFolao2L78c6zQ38H9XQc7imnsWXn7VDSAH2yIEHt4OLoQk2QIH6jtMuC0EiY6Zl5J5U3gagMaDy4xctH4C1Of536EmKPO1zIREY4zWZz6P9q6Fmfl2zFrHx738dwh9a+6Y+45FX8aovuOyzGGJV7gtjKPDjLUpFpqAxgU+GIO62IhBlAYuST0bM8E03OiwrwUL0DYGgd7UKBFNmlov96cwBpR+NsZlNNdSSlu6j0Ha3nax4RaP7mBon5MCUms28HidFBAaLG23nHbnVsligZTSSyCDqLjXo6UMdIWbXE786A1BSw1K0lwaq/7Pn4d/3xzNg99PKgBS2NiJhUV6DEgQot9jLciSRqRbMvNZn/oWkr7755Q3ie3yGK4//0G9debq7Xumwwbp7Yu56EW64JgitlHSyWtBx8nbGYVoWzRGizZjFBrlA97Dc/61MajLTYAtnLlvk7Sp53nGlifP3aLYjMKF2l+Z8CQ9HsnfbF7QvGLqb6aw8HG6Cvo8oznsleIb53DRjlUDOMcKQfuNw6bo7BWkV1zzOhNydOS0fPBU5oxmUSlp7ikt4dk5YcV5Vq7LEnR/uZlkDhpLYB3IGgV22f+GxuFe9u/9ismYsEdUKEIQuqu4F0W8qa/i4l5sn0BRLVBsn2ipSKbdIK8Nxg5eCwBB4aDUkE2q2siRt2Xr3Wj2uAAQqVKU4YlSVmZajsjhVJ+rVTwSCkuTvpYjya9N06UP6Wi5FZQPZJ2C1E58XBGR1lEpaHtjm1Sv3dSOceJWBFV6No0exMvKDYVkfZ2sOiMEikQxEQrLkBu6jz+bu0YqLLk2rSJ89dFlqL7kt3jni+JI55pc7AU/thOqy0GgHUOUBa3xOjTj09ZhXBfVFohKSXFTIU01jb82CN74VoGwdcg+RYpE7L+NJ7TTxxO3fr7v9H37KKQrQsnQd9mtYNChX2TGdCzPFH5pER4zdobeQx8lZKfY6bVhXqB5V1ci+n5P2B9oRhc+59vode8qy5Q1EeiO4XZubDPRSSTromK0G7ue9EGuZWOwiqK+TvTJIGr5zLlJmL99Yl8IanI3XC7Qu9kmXFGGPSuAsEM2AFeGtGtBqGjSS7omVaT3TYpZD7N1CjydLAkIxtWxTPg/TDyunDcCTBvU29WUW55mzuInhe7233YRcza1OtACF95BN3MTt/Jzji+nEUkufqRNwTSZMpwq3CTtFN4DXh/3UOQwaFll986lQO0VTGiByQjf/HmcsELl2p5TfPquWQc6ypzC2ZftUi3fQkiUfY+O5YLiDxp9XiF6trrgwelFovzTHBJ/09TVUB4NH+tAEzfBlWhWXnjhjHedGJY+BbOv/6jfWggq8blHeMqkMC4NAzmFQnoMkzoySugQxavTVuGrkG3cC6+ZVqd2zCXve9xY6PNSTMrG+rBKv0jHU+vRT9YYW8Tz8R6Kd5g8F7w+3qbE0OfdSjQ9TWnWxq38V3tOiaG5fOxc39c+td4eZeGwePRWGa+TYrN/2BPFgqyPBj5aEMNvF+IsAFBQZTU/AlfMUM82m2uDIuGLMloW4yZWPL6BvBRSACAFpAn4BhCzQslywfKpDRITnyEeiZNU3VhJZbahVPBPXa7pQqulLCSlg8deOGaN5XWzVnYmx9qWat1Dk2QUmAYE8PaZ9HSTlJ8+0K9WC0DjdWueAc0SzMtr5+K1mcmXX9vXXp5dajeWV+mK50Km5pFQ68godrEe5Ln6B42WasS9ZZ4dD9+qKgM9KMkMB4R5AyGtLKWw5iBKJb+XQfN/4+0gGiKnUPVZ9zvPoIwR7tHqq0OjInHkBI4hj6asU5bRxr+kTfHn6Wsz3WNQMBEWWvIo7sbzoFpSVSW9nWvlRl5q3Urmp1zKzQm7Q59BjR+TyjCthzxeiOrj9OHu9+oXPrtBw11lfIzXMdt2NoZzx3NYp4FoFWUG0D156xwLufe/Cob22ZhwMNhzKlTK22+zsYQC4eMXVbubsPEuZnMC0ARot7xq2gCP/vZHT4+0KHBlIGaEan6TgkKB3L7KWufboOw0cw2hqBcxFS25VrXJTGZ1AtqFzjbuW43nyd+fXIiTXXqZwqBRh+TExX9rk8wYYV62TV3UmeC7k4lxFQGC2qK1tS92pK+e7Hlm0eLH+haGsUKUJvjxxSzpJ0yAleV3cu+DQGrNNx2lzvh0J/FYtom3Mt6lcUqW0kGGd+OKMigS1SIoIvRuWLxGcj+0ixxvQ6fd9MUzirW2MaV2n5zlcrd0odjGDHVxSPFZlQYS3xsXwsTfB9UP+4QVntmmL7vNTlJpTujHmP7QN9f3etOVvo44f6Sb3q4KqWx0zmcMOntF/1vHuFr1PezkvU2K+e0Pe6ZYJFQhWzRehxrOlNHaGLjUy5AK1tXpdb4N3KbYCtoDwxsLNEqCqZlA4n2bQarJ/ORpUy7aP4N1cmfKjls1fYYieiniNXaGol6gXJ5qjrSWV/qXKFSU5UnCZChH0fLS41alXP/xPaBrGSQUvs2WJRUSeZ32W7aPU6UKX3UsnUAbdFbbWTdnv9JG7TeH9TXO/sLHBydRbcHJeSBywlPcNG+A5sIVsN1QqLjwnFOOcu2Xv7nlXVMcDxuIjkhKuZaFieIskm8fBb02LsKyuUNmhAp1uTDWm2xSzs4QN8lzKd2x1wvGLKtS6fMwMesav17SrtR30dSby8iUs2wm9I2sVbY7z+zUk5iD3EVeghsKpPFir4SuWGYH1CYth/4kHO0P+miCpjHGaeW7v/n1nv1PdbXefqlQdqinI7yFWaVC8wCyMTuqD2fKrGOO302/5mNjJ96NdaernXB4sCeKRS6zCmViMq5GuTwJWwcqki9mkfIQqQyNJdMbGze5c7NNUOA2eTR8WcbA7GQRjZljQiA4eUJigLhCoyBwqpOGqtxENTvSti8bb4EQvC4GmDctJ1QKBpyzHCygXapIfEb6W0w8asC0mIATRaOxxBS+6hyXIKFVCoIJpYe1X4PmGs6WNTbG3wxhjBV/qPzpJ/5DFZSkAsjrGENNkW79bFmmxNB3WWVhkZ6NwwRJN6B/6Zmtq1HWi/DMrqEc2pRyiDjmimZn+yLGZYEvTsainm1EiiWvIwr9tHfGiG8I9HuKSDHNjQtpBIj9ShFact46Ol74CjO33euhGktp0p5FYpUUtENKg0aPyrZlTZ6OjhdijMVcXDOvTwlv1qRo7BSrzEvkBZSUY0B4dJF6oLygS8XackZEtmYZrLZLfZ+ykcgGK64TO8Feegc1b97t2aNX8D3XJiRY287b0Vro6zhAeWBtSAtbNTxnlsq1WsAXZdh7QtCCjG82wzM2eh8iijJ6Mmy1DVNVcBtHGkum0J7rJVy5wTTshmJUO5TVNpYzwdlMJpVgAeWB2HUxT7TtriJlWF3M/ZpYHoe58FRvysNvBQzd7dveKwn6HpjUpLLArd8Ux5Kcb5+02+6c9TQjRGlULx6EfMOZd28F7YGYD14mJwgCXQGKFoDl7Fj7vpkgqglxQ0KRpmBp30m2n67n51fBYVMoYk54k+47EtB+V+vrqPDHnbZdnSoMVGezK7eHTVJYu4Yq5Y0NG+d5h5rNGwYOHqGM9RWcmXWE3cJV8PUCy6JNINFtd7cP5OhsHDlFI9Q3DoEGVqNiCndWuNHoUD3jQq1DKc/fB38Wnu2OjuXGypg5Kd5PGQ/t2DGDgn7ihYjzpx6HQcf437f2DSoPI/qMSdoGd5azADTDZZIVin9jI8aBvmZ56Dut03m+aWdfv06eRZznyotWZjdzd3yGEe3aUf3Ku9E8ercXD8Qqc+jtDWt7M0T9ibsYs45NAoOzbcrXGKzdWBvbjFEsg1RjVUyExbinhU0EDm9TSwY/52ab8M0ibHy7f4YrZonCwBUPDu6ZiHWwwKNQpvVQ8Lq0ARY20CuTCUCbCJwJG3a5eF/fuR8JQhTvwC3dOXCLTLh+mVhc6X0XLA5lDLS4iz5vipxQOdWEo492FK36zFulxVNEZbLHNQ0Ap+ZnJMK+DBTs3L/HWsX/Tt7JCu9Uo+QMYR2Wr3WCNoyUtENa5B0LonY27EvTTY7QZnWitLNB8RXv0rSKiiePZTMfkCJCHs262AieTvpCTIF2Vvc8dJ+t//to1A7ZH8bWRajtDMtiIzFUaDSp1NLbzUolIT2icU7p8XbyZ6L7qnUPzEdyw04NubE2pFRoVtVccHaO3lHZWef6CbtDbhzINaRVYAcs/nENkEri+PmT0rLHOplCq7Y1pxz1jIcxawY/NlZJyBnrxrR3LEi56EtuMNabN3bc7vT8XmPa9TuPtXosgNTinFh84RA3prLtAlbPNoMXg65v6FHwDt4C9fxoFAQMAp3Jo/FKkEWfYjiWW7BAzPZiq0VYrKNS0Vo6jKtRl5tRqInnGyS78xoKDA2WlHYBTjM2eZPuwh2tBywrFJ8oWoHGN+8sz5N3QkCxPnh+aluGTFCsk5PXqENPIoFLsaInnhEmYHHqhkP/JJ14OZBOcFRPLjvVRnUS3ti4c/hOLfaat4HeAa/PG9u+J2lV6hEiSeGS8SNj25tTjnYCEoY1q3Q4sLMNz/YC0vvGzgAIBgVTt+frYt5YJtt+SyllKX4q1OsAA3jYZl5oaw50p7AfDsoQUxVjK+BSmpX3MM05X5ZRwW7b38wbGasgH7OJIYSUBeZFS58+L7hofaq9R5pWmMpSn3AKnZMsvUP9m/+tCSJ8DMd5MWOB5e8rBw+T7aulWyQK/pA1lrwPY7wY8jqtjvgcGUv2hJ2jz2MR/nCxXxikmfm0OtLx2grAkoLZ7qFTpN+YjV95n0C71PvokBAvx4DmyR6LseuMNpespKSsEFu06lgbi9x4s5m5dMLhwdoUC4BZhmBQVluBztAETYYCBkRdsL6CayhQtq5QzwLtwNYV4Os26LpZuAL1gS2UjdXS2wLwFig87PZJmGoJt3kM4GkqvYNxSLJNubKAGQxiDAt4jqcZrHqUQYoEpGDZ6lB8XBW9FHyRCjSrdKE28MnxjvXbWBT1gllyWuFZE6jp+qLJouNy9Cxm7ZfWyiGlItbHJ/eR1hoPE/f1GCtktxNspk4SjBiHPhW+6uz96BvkUnQ6KMf3aZLTLNCxDYfcgkL91vq6owwDQbkoXAVvixCb5GrUzX42cW6xYt8S74MyQR5CHzK+eROUDO8dbLVAsTgFzI/AISSP8N4CrM74+Yy+mEo6nNZ3uGdNCsC5caEJ5vx4ciwqknr/a+fJLm1JQlNIpcdk1fFO7eB/jxWeslZc093Ysw/Skxzq6CoNmuLAy+QoHxN2D62v58YLNwTJeZlTXrUx1dcCMhDSes37A/d68zoh46eU/p31qo1cC6ksX5e1v3Plx957CH2KQs4DOOZajp2OqbZPTGPysGJtkoj1dUzB6k2IiaiLDRh0qSdltQXazMo0Fkhb0bXNIKqrNvOTq0MAr/dBSNg+ES2XtG8FbAG3cRS+UVCIQuWbtJOcmuTYHhnSy0AghUKzWjYl2N+tdq/tUUH1aQMuCtRIByb3omgUIaJIdRZ2Y1Gb7l4WADrBpVzQpn+J676xPIGSp/NMlKnG6+FdVFZy6HMh8wmvsnPUtuW79wkTmuWIKxKyzTJt6RD6JmrupleVEoQg+N26nHMYI/ytIojtNSgeAGjGXuNh0xI8lDGFM0A7ZBO1EGzR55vc0YZ5xtchi1STAQpANDzUs034YhbmD7aPDs8c5WHU4Gv+HEC7t0x+XsgjpwBr9eQEalJCVPoTeSoy3156YZJ7jaBHach5WpK0uwOCTx9qU6qGkLHQ9je4vXDADzMS670w/HBIihytO1pdhEinbjLEAVIItkj3omJKiaIo5DyJvAz/VyuzDuxEqaDrVvVUjAEfVzk6oSy7Dkzj9/BjbYqFh4meCYq1cLaEK+bp4hmzPpkQsI2w2zZRG2JZY1Bsn4BZbgXhZLmF4pYvht91HZQJkCXBBiXEuxBPYVmWGNNkFWIKBE9tG+rwKOpFIwQtw9Mwzj63fLcIEyK5SG0T50CKgJwMwzux8W+kNXX+5lxPmhwLVyWBsLnvkKMlyHsk9A20XpayXuDIzZ/HxvZNiVWIINNq5iBpGvIc3a9vcpSW3sQrg3bDLckPJ5x+8hrc8XMfVu+tCXVEu+AWavq3cMtRC8aYiZx7m6RCpMWBjL2ntBgfNKTQ6prdtJ3wWCTfNMZblTEGipctqy3YZu8b6yvMTt2EYrnV0CjZNyPak3eoy3k7P8FGo0NUWHi/YuOTFOdeKo+i3FMfSnazV+YF+lf2x5wwo/WtvviElqIpPC4jvVvSoCC9NkkbOQ2yUYD2SsndrWBBewmNKbeTcxPGg/q+pNhxyDTOEmH9bZPChPW8BpRxoccddedPQB/3fDzzZ+DXDHkQeueTXczh0lh40Fj3pnp7jVtTWw8z1kaFosFENJ5UcGrSOjZ6TFVuAsbAzcpIl7KebYJnC3hTwhYl7GIbdTkP1sfNY+Gc93DlRitgNwqEN0y5Ee0rtk900pbWs81ILeDCevtvyEwVn9G7xBrCj9N1GsWJ6E99c0RqwTGJwBnpSGwipPgAef+j2zfAG4ut+emxXspmwcvziVxSIqpijpvucEHqclZoGaFOxHZ3LKhMsJCTLZUt3QIe3awrtqGYQRFkNA4sHW9jYcK/txw9ByePnKVex8sCQYjUrLrt+xecdS1eAgZ9qYrVRZE9q7ZwqnQuZkEHeqxoB2zZSZUzSiHdjitOO6iKMD5JIOeCuWOpZ70xsM5Hz0Q9P8K+UbNPTlMPDOAwiwqEpDYW1VaMvfDGoi7aJA9gZaXgL58xR6nTFNjYD3uEAD6f0v1z95ReyNT7Gd5F6YI3aFlsdvq9RonKgXsLc23LHcu1UTsv+7e8dpUAUc4B59x7/tq1MvTbxu840aPWjaG+QN+fZ2NKjFpxDg70JjJEyKQsKX2ny1JIDWcOnrXLy/E1Qinvoy3J++3Go5erZ0x9MgMjMCxY9yU8GHPdbpBLbbvO+Kex9UwxV/1YX/A2E1oNAiefrPiumMGjEd6L9pamrmDrZaA8NP9SXvry1M1ws024+dGoMHhbBIoU/6AkMLD9KeJ5Jui7cg673Ap1lnPYuoo0CiAoO2ExS913QKsc8WPJs3cEQZ/UE8pIqpMRG3tRvEbRUEXChFnT5oAdgSENCkdzR2cK1M3u5FRvZ3fuKHh3g+H4ZJqjTdRS8BYCkOaB6dTT3Key8+Q3YYywFJ9DE2yY0EWJBLgwFidVtXXcm6O0XVh/O9f2LBRSCB3mAzPBjykVpNjl3i8XwA5yAmyfjYRFy8ZZqoS1Am6zwV1RJOlmvbEolydRFxuoy81YvjabSWwBeSQiGs8FKQ8cdbGBot4OaWdtgaJeoGriOoBUcUvIj0I473925Ry6nkWpNFJGK/qWfEyMCWZuvZ9tpj7phVvVc8HrpXbHf5kSlmvPKG9ej3I+RmCSwaS5MdAXdCqVCylQTULF7hHHEOv3mlEFCN+98JW6T0zhqsaIx8aHTanHfRm9umuPjaltybjBFRsgVRC4EWBM3x6zPvLzfevrGO9Grl1jx35SVyYoXsO6x0iuvmksHj6sjQrFhdZoZbBl2POBOrX3KJr4CqI7VLOjmJ26KVAbmqwvtlrAM+qCqas2IwzFR7gadvsE7PaJtg2uDrt411VY5Lxrd+u2ReRZG+8xu+bfYNAv1KVCg77YtRQBtjdHI7RbweGWA9FZUiJClgru6QmehnB/611Q0pi1hGeQimliYbCYHUVVUMBrnraQFRSE1yZ9xn6KjpwAI1VJoYL0UTu0emXbcxZi2V7tGuqjcpGq7SypR1vEPBP2NIw5zpUcEvhyFvEOn1hp217RTdaBVoAtkvcvY5haKmKIh6qLOcrlqUBNJHqhq2PKaiDsZWF8iLmgzfIMHMpqK8RxAVGpsL4CvO+2q6FmwYfFd7Y4Edsoy+bGQO675comlKHMgh+VYfjYV4DuGJJ9UQoa9FvGKmjtluNqDB2vJZDogs9+oi+TjeSDa/EWWpA3EObaKT5j/ch5hgkyrXFtyoaGm9JGeVyjFoQfYi2qNl4rXtv1sFM7vGn7cd9GaDmvo1RA6G+tfN+Y4Yq7anxQ2pNri1a3Pv/09+9Jub59P/sYrMVjEehPVbMgthvGxYmBvAiRJrSEZzpNPT8SU8SSwlGX8xCD4eqwSV6jjNSbpwVFg9FzTL2Eb6yMUSGhXXUpLSUJ7cYA3mHrvHuActoHJWAZBR4NrdeiFQCl4sGzTEUPBMpo9QjPXmFWbWFZ0mZ+aO5pUJWz+D45nLHtszJLqWZVb+lNbZyAnGw8DEq3RCXoR5JKNBZSaLa+RmXniSJE95XXace0skmZ5h51E99Cx+gZ+O9EKGN/57wGkTbG3gWvTz7vGERqB6ORyHtLjwph6HcOh4EKFXjsddKGNGg7eC0QF0uxIBYlauFtc8UszAs0x9RLGFejmh9r4qMA+JAJalYvsdw4HRTQnSRs4PvlAHE/i60jd2jaEqhQRDnUUqwCqfcq6eus33SUQ3g4IXhYX8c0xkkf9a4NUFcEhj7aHW/HkNIq+/9OoNEwuMXV+rqTpnmdoPg2rgjEto3wTvCy/N9cuQk7g/Qyy/Ujt/5Ez53cY0bMqcGg50MWxvjNW8WDZ4HS6IbcSwIg7BmjGOJyz5CjMOa8FX3GKE6D5ch5q3dMqRJUwFWv28lY2S8FZRq3+4+1zPK0wFm/iKk4DTxMXcUASRLs63IzXhd24V6yvxdh07piFiyXTXrYuigjbQom7EvhXd2qJt61qWd5gLYxMPUSIBqVq+GLGVzR7tQb2+I9AjHGZBdjisWgwZ5zt7YTiNzky8CbEovZsTggNxa3oFiewtaRszqTiO6+TwUa62oY4xPlo32m1GNCCs6s3sbp1/0rvnjufZNz8plHcUmFMBypR8KCyalXdDypB+MDPaXVRrOyagoG0N3jQ5bN7bCbKCdyIWNcVdUCNEIAzIG3l+pWubEZhewgJ9VIJXBVEPbiQkgKRdtHQ2xD+13pGclT4fkYbgSL2hcwpoa1waJIngeUaL2avooxFNyzCI84X3i2MWR3gSSFkP3uPOeIHeGZIpGj11WmjQEr3QLWO1R2lhUu+sCpfrJ9Umnm12wsb8Gp+fGk7epzZQwCUsDiykZt0k1B9wpcYJHC0hAlaqJb7D1oHUoEc8WIw/fC4uD0wESxR+OhSGjGdA++RnRpxPR34iFgY44MDbytfRSouO5lzo16T2Ld4LElOxlHfUa7PmWidAtUdp5VItS2K2VyCvyE2x7WZj6iXaJb93EBNzsCAO2eC9xyWVcoq60kI1Th6qg82MUpGO9QbZ4Gg9bTACD8awxcMWt34HUt5QnGxE3xaJOdeA5hrwxXpI9eF3N1se2itbjS5EW5sK2rUDSZrqpyM3GnUtma7bhtfY2qmMedfmXMRXDBBsuLtKZQuYq1m8qEHbN9jM/g13oYLIuNVqnoed7ORnuCmpHUKyY7aanRgr+5JXMVK6mHQaF4FqS1S/da1FnhLgdtcaPgYrJmq7sRD1jetPo1RY1fx+uNQd/sWoNx/Pv9gjMFrGnpC6RcB89F3el/1tUxiN41QrVpDBMwJtCfXI16dgTRC+rY1zQm7FVRWKCYwaPZnNOHOcRlvHTUJ+QCWzdt4OVzoPESvStMELHymFCOSRmneYGntZV9KMmQk/m+WrtbD7I+zzlTRKUCSJUhCd63uNeF7iXLyDqHQPPMqt4T7hWRRp8p48vhQapoBwE6UUoVpTeh6hEF0Ls4t/TthNzdq6L9u9NHBzz2mregM6crnglZPt4vo6R3PH/MSCGVljGe/ty5vnXCmyAvDCneOYVj1SDvIUzeh1sH1r7zNiFY06soEHhjYetFu9DDhuxQVJ521TYW5dYt4Vi9RLE4Bdfszg3vYZeBO91SpygvvY1WSbhmj4tmnwtvDcsoQ0qKh9wgL0droOehlgbPRY3CVc1GXyaeK+pFk0/foyo2Ol4NCgpr7oi6mKOmuHNGiQHaADTKKMUnEeND3opE8GfCCyk1ZHGlRZ9TEXLUJ0pfqXKyuaLGrueTXXiyPG+0S/Uq4n15pqqoGCiTJgV98zZbX6Myc9UiywU4eSxnwaUyGh1Ki8/oUF4G6GTy/vT3WHRoZqIf7DX1ZCxC28LfpFBQLEXwaNSgZAbe2MRr5I0NfkTjUS5PwpkShVsA1VbYJydSDNPg7fjuDeKcQ92u/d5tX+vQIIRHq887xp+TK94cRZPIoral6hXr0JwaLwl9V9lefp0mXEhlFdB3zNa8X7k2dSzFSpv5u5B1SWGyD1LY5F7cPgVB9nf6HoFipu+ordXbJ8BMHPPdIYwT/rdP+haQKumJR52ONeOjcFU06lmk8TC5vRV4nAxfWxPD2MA8LIX7QVqT4nXk+yuN8UgOKQ05D8kQ+srL8bEKpTC5x5rGyk7qGeM9mbBerC/drHdJJyzI+l6UoPgIj4bb7EM8gq2XTcYoi6JahAmiXoYA7WIGN9uAXW6HGApjYRplItZJNAWTcqYD/YpZ2ZfbcLONmH3KFTPMb/4Cto7fJbZfGzCpi7w70VRFmnrWG4utzePxmHVLWNdYC5udtx0T/kjAKNxSzdfP25FauMOgyPG+qX4PgzLGvuhpTIE0SI4s8Fo5shjZZj8HnppVs+AMgQs13CLD70ltGp6wUwuxbLf2LLFOUZ5fYxC+Y04YlALpkOWI2qodH1JEZHnZFrqvtJgfBshv6JqkBVzBqAsrPBZFu2leE6DtihmWtkBRbzceOAtjKBA+GBKA3DgqmGEBsPUi7rPDvViSw519Jk34YApA7JvGYlm0maa4J1CjANJ4IEW7r1/k6CQ5cO8iFFpfH3J9l9dN5frGwdA9+bUatW98e03T74a9FVKp0O7FYy9ss971Wckn6MjN5TxhAfd8S2U9nadNk4q6+SYggdHG8xza71TYd5E+yNs7VuhXaUZsbePjnSvBiZKijOOxSnmfQr8O5MaRlvVynVh3nXulVEwKS8BaZ0VuCaiKeRCWqSOy4G1KJ0npZQ1cQ2nyQdEoArWIaE7El3bFDHYZNseioM3OACzS/NW+mMG4KlksjHeo/u6DsL6CbeI8eMaIdgLznUVdxlj0LeTEGze+FZ4AdDZmoh2nXaMAAGxx5QMWvk2D10xAlOe/rTvdZbpudjrW+P8dGg0ThLjbmQSFosnCU9tZ9BjwDcC0+/dOgibdFEkVQpilSoLTSehdlG6hWpsTb4ppOb6a8M2f25lC9UZQm7QFoN8CtLP0pH118XuOUegOArw/B8E77d/Bw1nH/hU9faQo2KIbcG2CJ8KZEkUVPIXWV2E+of4cBQzhfePpqZs6jXcoqm1Q0Dnv2wkNQ3s+ZfzkIBVgLnRwobo2ZeyjfeOErkv2qlEUfT5PRCtpT1vpmbR+JsvQc6levxX75NAYGgue/YknEehTHLhFu09A4HP1hNWg0eMSryDSNQ9o49ckXSr14rtmXSTLOs0pPvvN+9rFqb/Jb94G5ilQx5xiOOi7d+uNyRim2LqqvcehZ1on+saJlkWNfwdeZuy91o29oEZOSkXAnvAkuEDubZgQeIYoZ2cwkkoy24iLe6ynUSZICTGuhi/ncaM7SiUb7umYsmIBX8M02aHc/GiMqaBsU/bBD0fNlAOahFzcQ4ICTNmzmHY/C3rOcLzNNiPzPG+euh4AcOroHROLl/rehKVGIkzA6fEOXQnMldwIxuqk5x3ANs7r27eC7uOb4Et5P27tpQlPuoi1No4BF+5kUDivp/AVPEy7L4Yi8HNFhF+bo071CYd91mRpWeOxEFwhTITFHjoWrysnuB125SLMAdwzZJoYCuYtMwBQJAu5594D72EQdtuO7ws2BGhT2lggpJZtQEqGh0WgSNUxOxTtAA4A3oZUlvOT18OfXmKJTWYtrXv7rOb9iscz37RsklZwT8YqSPpvj0DRvied6qX95op17t7SK6Z5zDh9S8NuralD3kFeJsab9Sz8mqAxZYZaP/j8JBUFQMy9mflVUv3Cd2k8gFFBbJMx5ARaogxTv+We/c4aIrwYsv38t6Yc0fFcv9Uoi4cFMptWHw56fAy1UdLhJqwfa1MsCldFjjS5IjtCl2+tZilvuQiLftFYl6sFjEeIraBMUNZESyX9G4PBG6oVXI0Qa4GQCcqYhj4lhPFGOSFhuqzD7s+0SR4PKvVGCDrcit8oIMY7FPUi7NnBlAsgKBQABbCbJkg8s2GTYokEUgtnoOa0u3rLQMyOFwJdgbxoBK/cxKaBLKKdNgt6BKd38HtIa6x8xl4LDXvnnEvP0eFWK8/CFYHcopETBOWxIdISv39ud2xZb58ikygm9M6ExS6WzSh0+43W8t8GbkcBIL6fVnnvvOO4X0UdSwJAXW7CNhQpbwt454ICAVqYQ1+wvmoNDgVL4GAMPCWEYKjtDCePn9caG9j4k/EF7TOS4pIK8nSu8BVqlJ1nI4WiaPrzKsKEJpBrHglqA0Gj22k0wdwY0PqU1pb4m80FOQPDbpQLOY+MtdiOoXNo10yCyHpAYwnQ56o+WijvWxw861yq3ErPKFd607GSN+b1MxN42ZzCQZDjNH2GNtawz2uxCtZJhRqiCPJzuexrfb/XhcOu+NwesDZfLqfiaBkXaO+JZEBRB20skUW1QLHcjqcpYBuNRQLGwFSLkDGKNswzTQC3d8mmerGOZuM9olrFB6+rqOjMtm/GbHFLfI5g+QxxIK33onmaxtoa628mwKrcbOgbLTWANv0yvo7UDtsEm+ViN6wP2aCKZkMfoodE+pUpUDWbDgbBLY1FIPCsMvRd+DmNttAnUA/x/wtKG8wtSRllIqlfeB76yhjvOrQQoA02V6/N0LqyC9eAtRZon7Hw+sZJ8h1Ielhf/Vp2KV5vzt0uj8n7HRTIy9ZaFVsBHAj7umQFWe8bqmKFgmItgBivFeOsEMZzUTXjjdS+hkpVFxvBcs4XQEoGwfqO8S7px2W9iJtjceE/psIV35kfo98hTWOalIFfL2lROVA/4v9z8E0yySMWv4Ho/5pipJ1T2yHaKfuk5hntU3LX1UdVBUJThARFoxPIm6t/wNs8YTykQUR+u745kK6RfVzrg7TxbPg7pc06xeAox7BWd6QeK+vWWGMOp3VxRSRSp4wdHDfyGm0dAHTD3m6g0Z8kxWkIO9kvY12YMsPtD9bmsahtCdPsP2F9De/TiYML/EW9HXPLe2MxW55Amkq2CHSnRrCgDa9MtYgb5AFkdSjhyo0wEOtlsH8WM6B2wWtRzuGKMioXlCmqLudR0NjePDNSIkiRSPZcSCzdTUaoetFMTiyA2XMFxEfLZ1ltNdmf5nQW4b+gNFHchJbqkkBluYBQS5ewtPxwQbYRONRN2siqyASMVhhW2sLawe9P1lcIT0mOqrMqJUpbkLyxifcgJ6BJC9UYmlNvHcaiRjcDjfaMGh0kWsF9mip3lXfSZ/FtvRoHJwhRXJH3Js1whvZdBq9EQ99rlG56H6SYh8o8YBqhpPFsghIk1EtU5WZKkWqoUUSdguden5AAIhH4m3O8n1NsErU3PFPTv9l3C3WmFMS+PsbLarFP3MovLbqhv3ct9bxvjk8BwO45ggKVKyuFJGoXLx/+WI8VNmkL6/9yDk08GpkMQfQ7F3w6eSrWj9BfoPYbOs8NYvw7SiMSedI92n5mo/JQQq6p5AVNsh2x9YnPCdKjAejpv7vP1lWutbq0ejijYwh9tCqt7Bj0ZX2SmaE0hXwsdfCgBPxpLO8P1uaxoMEorXLyb6BZuFgwcwzUNBb1/AirlHVc76NSYKvt6KVI0s/asvm/CfT0PuzA3VCkonLTWFDJY0JKRdO6YK2sthprKg+OJkXoVOLh4O+A/031hj0tuptvAdqk0i/0Ni2M71oGglM92junegtfdTJBybZozwQgsZZy+kdtZyHolll1c9Qn3k+GQAuP9SFbUHQlU5sVakfOIitpUH3u9tx1UqCU12l/9z0bbzf/V20Xp02JBUxarg6Dt0JCWsfTd9ilQ1BaaG9sjKtKhcWG+lQEBSIaDxqFg/at4ApFvI7HgSn0IY2eZODbPhgVt/a7hXE1Ii0tU2K4Ry3nvcu9M27tlH1azit9Y47ur80bY5Cz9FLdfdnjZD2rWlV5m8d4HKjcUBDp2GMTVscQXYijz9PdlyI59Gef9P2oTIg65ZzCxyM/PgZy7s3RvlRlqnmmMV78nXgfhq7ZrdA9Njh7FU/hmPND7Ziw/1hr8DbRFqJCQB2ZxVaEje3mUagPAvgMpuCxF+y6ehk8EOUcqJew1XbwUDQb0YHtth133qZFneiY3sM3+2QEobQ9zwXRlvoElNUpuGKOZdkqOrT4VuUmTDFnngzycPjw1Ka1irQTlWl+1zCGLLSBIlU3AeO0eZ5GDeFWHL4Aa5lJEmuPYiWkHXBTa58FT7vaVQbqOOEZdjxHn+Jb0Mlc+dLzQM+nKiJNmyo7HyX0cMGKU034e+G/pXCp1ceFNutr2p+901YJLbh7LLVMa0dyfY91eIy1az9h4GOcBMC+kdhQrd0kMpyv7QwF2v7ClWjj2g2zaNM8V8zCBpsA0pSvBTp7QBhdCeSKPf9W9I4pHSV9Wy6UO1MAphvLw71r/B10lA/eN9gYiZ4/cU3H08Hej9Yv+fPkxq0WLKvVMQbSu9g+g9gMjeagFZThdv7rblamll8hriLnrRgbvDph55DGHIm+PtqOM5Mo+Bq1SVK1ZRto3FKZjvFBrG9yfEePo2ljEPuUCt5+rYxUWFY1Yo0pN0bA1+IpVq1nVaw63vq8LhP2B2tVLHj61WQw2wIeInDWNIJakzqWp5OsZyGw0boatlqgbnbmjkqG9/DlPAoTANqYi6IEvEtSUkKkqTTGhyxRJhVgadEDgO2N4/FcMmEYGylNEqQk5TJRBKGljJNO65ZNJz5nU3pEMuEowgMXpqWr1ohN0ujetLlf5xmksoHWlpxL0SpdvZrFnLwOeYpRlxLC2wB0N6HT7hO9CkzBI8zrUwCApd3Ieh2SOhRFhBSmIOjWnXvI55LPkNQnFiPt2nhfk/L0EwpKz30OgyDkYZjSzCgIns8VQSkPXj6PWbUVjA+mpSjQuDPehb1FikCBpL1piAIFNAHcfHGhMckSP8RNNvk79BZevC7ez6rGy6B6ysRveb73HXEDQK6/SCtqZl6Q0Mrx3b1l2dzO3Nn6BX0j8aQI66ucJ6QSlbQD44QmvilaDh2aFPudC/CdsLfQhOg+5Zvin3i5JLEJ0XSEEt7+q3sqpJI7pIBLaJ5NXr+Gjmcjo2zkfg8dXyeGPOBD6WZXulcPrYrOj6nzoNe82zv2xLRJi1dRL7B54gsoqq0okMaJgAT/RqGIggEaIarZOKueHwneCe/gyo2gWDTXERUqWi9tEeMvvC3CfhhEoWju4yloq6FXWaaAOEZNaJ9FUopSNx4/FrJCkWeC3LB1LBPrzAjeJHjxCY+OcRcvpxd4Y1vrDEwUqqMA0QSfdjfBS5WlWLfiLaC/tXO5yVe6dJ0p1CDrnEubv6dcfnxaBOQ3S8qQUA6Pza0bsbl1Y9L+vms18LbuZVpAzQqbe1Z+TOPsHwa0/Vfj5QaaYTjOvFvGdCzS0ftlZ4Hu5Ju9b0yqUFgSQowBUarod0KVZG3gcS+878tECOTBGNtvNEW8I8xkvllCu1IEkSFqkbyOjtN77FAme5TdHPrKDz1nTsEfeid0PmedHCt85K6d0lEePJLxpikKQllOMkOZlnpM/3KvKdAdW53U7ZwhIOaEPkF/DJWpr2/vBkPXj5kvJHSD3/rGhyZLjSk74fBi7ftYGB+CLmNg5XILZrbZnm8GqXXLJo98+L+ot2HrCr5sBnPDlw4eiib7Dqc8SVB62YY/DaWDchqEcV1ajRQ2O4J1nOh0/m3XKmbjBKflztbAg8l4vX27bDvW3oSywSZGPtl5YzsBnjmL56DVXbN4it+msfNraVdVV3TT3ujh6HOLZ6C5jrc3zhh1be78EH0ppzDKvQ20euXxPq9Qp627sPbuFyINkHkFu89DqZSD184hUKOMq2Es8zjIdIcgpUoG0zt40D41bLxnaVC6kNs3L+wE0ruhfa8ha+eYcn1jixshZNt2AvJADN1fvXbFe/I+tFs6xqq0iUmwWR+GvK0AU+KjItnSArlnL9LtIjMgVSo4cnQjDbxfe3G/VevKYex4HoOdKjTZ8gr1KeeNSLP+7ew5drrHxGHwzE9osTaPBbemBqqTQV1uYuv4XbCcnxbLGe9g6go8kDIqA5524HaBL101KSaNaXfUdnX421i4cgNuthkUDVJEovLQfTRbL+O9qI3dzigVg3Qfi6GgvtYi6xLrLP/dHstPKNEiKZQb1bonPA6BEtV4Npr4DS6oxmBHdg+yYq4yQWqWGS6sUF05+lNfvQDizsNqGUG5G8PN3S6PYrs8mi1HMRQaxgiT0hIdj3M7luIp2emilCigu7R07TXSceaBTnt93AeHjw1K70h909si7GViw943MAZhE7w6xlg5O4NrYqCA9Nupil1nzPd7saRnbxV0+N6C2pcTzuV3HuqPWQUWJnm+IQU6N+fw9mm0jdx8pl0/phzHkKdw1Sw0QwLJFAy6Xsg+Dej9LDuf+nRH7HBMF3ZbY5ppqcdinA3RCcd48STLIGnvSAUmV37s3L7bNUA1RET2RapUyL+B1ZWJnXoaNUxKxeHC2qlQzhaoyo1mX4cy0lDi/64OlsRmkBfEpQaSOAsYEzPBAAgUp8gzb7RTmijqKigNzV4Z4B4NLtCT0BA3l/Md9yigC6lDwgZXOmRmJ97pOQUpp6hwd6qzLX1MtqFwVZfKkHMXg08IuhAuLTKcMpF97p5JULOGxudakUakvf8+ZSJHn5LXr2J9Hpq4NYGTC1naghjbOmRp2qEl+bAg9OUy7hEDmOT7tQpXUPYLt2zHkxgDLkl9XEflP3L9KXucW8b/jZaEtePR5NnW+vv92O/RN8b4746QlRlXreU2r9xofYzfT/NUaG1V61aoYpowJdudozvxf+XfO8VOssjs5voJOwffU2nIIyszDca+zGhPQGO9brwX0lsvBeUxHj+NChXvRf1bjE+tnljXgPFAa0ffGNPuk2vnXoC/02nsTAD2IN1sUS/jXhYppacRHGwRskIJWpOzs2jZL5bbQdkwIc+9a/acoLiJ5L6uhq22Y12cJhU7ubGwVdj52rLgTQBCAWi53vS733LZHchtzEbqEnRW8jcNpNU2xiUwqymPVZCTVsjz3xXkJe0pJ8x0OKXNdVww6ZuQStduWiYzPw1dS/fIbTLXKb+iEtB3vfQWjOLOmjbTlhXZjIaupXNSgZDC2U7QUs1S4WwdAto6YRslWmaCagWDIiZ/4JSjQIVrlNxmA7x2LihBMVmkbETBF20CB2dKJLvnsjFDG+9JuoMX8wDVvVP0xRGMoS/I9sh5gvdF6XnUvBN980LuuNZftX4rNx0MHtTVdhbfSdrbVdBnbU3j5CZBad3gfadPYOb9nH7zf2MdfF6HToMK5XhZfdx5YzsefbVcjwGpD32ejVzd68JBerU1T8cqXoZpLN66sD7FAr7dLdrXwYPAqEmmrlKqEgAYEzK7xJ1yXdx527o6pocFAFeGwGgfYyk84Grw7C4h9WybASJ2XEZ/ioFcFdvJV9lJl2OsctFaYLtuw0TYj0J/SDXLF3lNkUioTo2y4UyBZbkZN/GKVh9eXrmn/FsDpal1pogZpTQ3tXafeH5AqRhqyxAVRSoJUmjillWN2tFLSRlwiXc8Jxnrcq59Q8+4EyUqR8E6aBex8WEneYqvCDvJ17FdQTnmQmRDg2MZy4x37XhtxnFM/lC0G21KxSG+e5atTnopgMYi2Cg+myevi8aB3cZS5NDXv9S/FQUi15+8sahN2bECdw0oOwdPwiHbKo/tlDa2Hx46Elb6FAkeyD0JNutDYrwS8x3RHwHRb4XlXyYkibICeTc7CjnNE6sZXhJvf49CvRusSpcaLCviTFpZwiTnxtSzSrmDXm8mHA6sJXibd1xHKSEjdcHAoYBh+00U1VZLZ2CTdT3bRFEtonW/qBZxh1wAke5kq+2wEV45BwVnduIlTJtZCsaG7FDGgGgTnrUnfZbxwZmtAtGmy2x/20aA6sYJeBN2zzVm/EZm0sILNBtsMQsIL8fL85z7Y4QablmX1kqes5tPhX1ubGlR59dk6RyZdha+QmXm6rPkni+xcHmXtIe71GUdcnHzxkILJNcWPPJQDLVHw1Af5F6ltO1a9qHxi8heoBWIux5CIPXklfUiKhSGFAjvUBfzsCt3Y2gwdZV6JhtlhdJWOzsL84IN80KSFQo0hhrBu2iU9eZcNTvaVRwHxk4Osh/FeuCzYkTIgmUG+0gfhoT5VYSinPeirz4pDObGf/aeO1BErK+b/YBaa6j2d9vGEdblSUjaU3Q8EayvcA+xXOMAdNY0eR2VpbitSEE2w/1Lo6aqijzySVhy0IxQq3g6Rt9nRH/PBV9LZXssxgZz72Rc7eSaKaD74LD2rFDth0wHYl3MmUWBKQt+GQV97y1cUbYZoWT2p8YrEfeyIO9FjJlgVmdXJ51aZpOhun2jbIS/lc10GqXBNYtWXsgwyvF2QmyF8dQqqfEtI6eTKAQZb0GghXTpOHQ/uj5Yrpt7N67eSDPh15qUf82VGABJikqHdrItfKVO6kPUIO4OHjtxWl+jdItkbw6pABRumXDyx0AqF2OQo7dotA9Nuemjh/S1IadErlLHfiN+X/aZpSeHrOwtnal9R1ypiMpCUwcsAAe4Aq3RAABlh0uySFHihgat8tUoMeUGs2z2UDAyfUW1tArl3It5Yag8HeP0RD7eNAx5BTUP41D/l+O7c0+itaHlxNPvVZWLnaBwFdvXIOPB40aAjOAxZjO9SWjZPbL9MuOl4MdoTZPxSLIPdhTjEX2Q1lXZb5N6lbVbrmV8Hc49w35gLPVIKgF9Xjotbbh2z9weMfs1dqZxejBYi+TRdhbb2WE3xk24ZRxIFDMRy5HF0Vdhw7zldrP5XZkGczeKhCvncLONrobcbKhnXB2zREWedcE2VzMkSDBXKhNUuHBDngiuVLTXkPDRDq6wb0Qq+NHfPN1q/F9xA0cOv2Kp4fWOFpqRUqI4dSp5f31WcqZ0JEIXPUmPJZMm0cJXiQWKKzAafYjXQ+eJ5sHbzMtbX+Po9g0ofBW9B1JA48/e9w5lO/jxPmjvV7r3tQXO+jrZBGos6BtoSuphmVQLV4F4zoEOFfq+dcvW4MDpT/AxQxxRK4tqCwau2bdC+y4F6mKjPcAytMXNMZs62/iLdp8MivHgXGyJIRpdrs/w+a/bbqHoZO7REVzGelaVftFpgxjXYzDUDs1zkWtfjsrXrdOo57N73ZDlFR6zeite07d/Rec+a8xeM6GFpBjxNZGgrVHRG+HrGLuVo/457q0Q987RmmS/pftK8Hl3jCdCera5oaBT95r7127jhjRvxNjUsN20/2OUO72dq3pQhu4VaLoTxXHdWGuMBVmogPBRiebAj9MgKqqtkDYSNuxfgRCAWc82A/2pmMHWVfifextMk/XFiN1WvWu9GInFsuVjm8aC6Y1FsdxCuX2C8b+5YMs7oy408+eEmEBm1RbmyxOYL09gtjzVCFJttpmE/y+sLda7uKldvBerf2jhz1kqTz95TXKcB4pzxKB75T51s4GgDNBOrP1MiZGItCOljfxd9Alu3E2tLUTOFDi1cbx1lTNrdKc9TBmRSmMfuDKTFYoU669mFZZCZK8Xg/cD5T3L31b064NAeL5WUebzAhCUASoHeJT1IuxlwWhkzoQNNMMGlkU0GJCSEOqxXQ8nAJ5xLhozfNpn+fsv3BJltRXGoVBKO1Vn+pX2DkLdFebVKczqbZRu0enzvC7Zp7jBgd9/LHJC/ZHlzW19TLzLPYNWpxTmsgpUj3KRmzM6Altf2ljoSgdRdZfFpphL+//mwtOE9UPOZ/FvqUw0vZL3n7iGxfiXVCEfMy61/qJdR2OPxuuQp0E18GT6N9Ud79Gj+Gr3GWqLJtQP9ecy2eG8q2wPKd38up0oFUPt7Hs3q6531IcmrBdrpUJ5GJTVFlyTuSnZO6FahE3xijngffRIAEBdzqNQEMrMgnBRlFEwsPUyuEi9A0i4qBZBUShmIZCbdtU2Fm62Abvcjr/bRnrAoKFW+CZ4uoiCTVASNFpCDalAcFeh8TXKehu2XsLWoV3OlLAFULMlmzau6y6YJERZGO49EffkNKghKgR35Z48clYizPJv5rnVVrRn7P3GcFBzQjP3flDbMSBs+6YvaBNrpEkp1q5cO1elTEmXu4bEm8IWJW3q06hp1DZpWdMocLGegYXmIGBdjXJ5CouN05v3YeLYIaW7bsZ8oECG7xfiJchI0IzZuoIviF9dtBRHFj9lm3mhLjZaSiWNqaKMdKrWqpnupm5Nsw8MU3q58LyKEtpaVWsU9TI+v3WAtwa1STniue8ndyBfxVvJ+4/sr7Svi3YdIWdo6AO/F/9bemGHDBF9UD0vxBGP347xvFWFKU/NmASOvYPs69QPZEpZMsbwsaopJHxt415xgAw6zfpmbNofTYgVzGX6o2NyzOc8EmPm36igsHEfTnQ3zuwbA0PjI9wrZzDNozZ5sTAXpL1fCviq3pHd1jdhZ1irYuFsAYNAObL1AraxNHpjgaKEMyZmaIn7WNTbIcCq2YkbAIrFKcAWKBen4GYbraLSxF/YagFbLRpKlQ1KRYOwqATlgzbV88ZgduJ6uPmRINijFUzDNU1gsqujIMMnqvB3V/g0Ta78sl7A1ouEZuGKWdRDinoZ9vSAybplgVbApalAXzhbAWfIAsgnpsq2MS6yLh5XQXuF5O5L5Q26MQKJEONdt/UZQVwuDvRd5Dfg/8bvklF8tO9LQr1MjbuKsCjbwK/nZWR5LxaNzjvoURQ6izB7L33f4LCgKjfahAz1Am1cU/BeGB++f6AiBSpTu+N2u2DZegEPi3J5stkEbwaDZsNM7+OeOLR5XuupdKDN9GguovEzW9yCutwMioidwdkipqAFwru2vo79jI5JCp5E4ZYxS16cX2JsUroDPe+rHHxeSP7tzE0pNGU01y/GpIHdSZ/KWaP3um9qAah9ZbXfmkV2EkD2DklCkGaebA03gGHKKBkU2mtdo6hX8MbEmMQ4RyP1OmkGPemFD7E6FgatImOFgkN1ccVYGvOS+6Clb3W88x0jRpvVah04SGF7lfEzeQdvO1gbFYp407UtURVzVOUR1MUc5LKsSRBQKAzF1s34p+96AYpqKyzk9RKuKFFvHIUr50HgL+etQmIsTN2466guRoOwy22UW7fETm3rCm7jGOr5EbhyHhQXAMvNMwAEb4M3tsk+07bNeIey3o7tJJDrdVadwnxxC8rFCRTVAsVyC7ZJl0v8cVsvkk3uAH1xVa1pSF2dmotYXk//yv0hEiFY1MuP9+083RcjQNamznOZNj3uOAtLNzUsP86VBGlJ5veMdTDhzcNEJUqnDSnCnThW+Eotx6HxgjXkeLv0r7Tu8jI0rtT7D5zfLxjvIx0rbI5XoC7mDaWp3Rk+3d2+tY57W+DIzZ9H4UJyAPI+1MVGnEui4YI8hLUeo2K8Q1FtoVyebL2grkJdbqIu5qjtLO4Ls5wdCdeArJxF0j+MT/dfkX12Vm9jVm2hrLeDglEvgrJC+3G4OghCoh/mhG5NGOrrgzlvQG6M8uuCd6IrFI2hlgy1h6PPU7EbcOs0sHshKftNprz6Owa31LeUpjSuQRpv4jmxftF87pp1RlsTjKQQsn5nPaXDbse2Y2sWjZeaJZzR5mY+RqQiTutq4ZYd6hN/H+veu0VS+oYCrXPY6XW8DUO4NSkV07gfxtoUC2fTDa7qYoa6mMHANwt2sK56W6Cot8ME4Wo4O8PitLPxgF/4iUB1cDXcbBMAUBcbQUFoKATBE1LBVItQhgtwrm7KGbh5IxhUi2ANMCb8DUQhhAeP18U8KgtUhrjgy/JI8pzGOxT1AvPtm7Fx8nqU2ydCwHjFPBYN1Yu8FzRx9S34Oetnx5rfQArCmltZd/2HQHoSsnndHibJgZ+cU9onhX1+PqdM9AlPYybWGNuQUUDod07JAbobiAEhfmSoXaqHQLyfxKotFkDetri4ivcqLc2dZ1AEUU1RPCwI/YDvuG7jWAu7YjeZg0yBsm43sSRl/NTpdwoCsauiR9PZEuXyJGzDBaZxZt0yxGjBwiBskhfON4aDcjPOOwBgXI2NE9dlheY2w5DrfNvKzmM56o+FW2JWh/iqstqKe/nA+6BU+DauiihSsf09wneWKqR5P7kynjEg5EBCWidVJVhMllB85f+xLnZvadFdRaHYad8eG6zKudy6R+fWQzm8tUAaphJBna+TpqUMq3Q67xKGASWIINBa3EnDzfoUfd/Ee5hpc3Jv0belIYeUC1IoCreMyUvaNaHbt9fdrzTK0iroE/h3m0I2V9fYdu1F2THX3loUoIPE2vaxqE0JiypmhaIB70wBY1saUW1ncLMmniJeX2A5PxYUDltgsXlGFBp8MUPVKArwvhHgq3iOjtt6OygazX1cOQ9c68bVCGNQLE6h2jiGauMY+E68fPAEC6ppKBtFQ9XwoBiLol5gtjwR6zZ1FRQayjrFqFAx4LSZfMp6gc4O3Moim7NUyzK99Bk2Ycp7VHauKzH8WOOS7W0DpyeJ+3CBOmc5T2gaGVqH9bVKWUom8R5hSVMEcrbXwleoUSb1kRUssWixXZ75v5yiQs8llaCkzRmBlhYlrtTwjGJa+RwOchIkagIXop2RihjRViyqmNGpjse8MSiaOaWaHWHvowxUyAYxu5QDfFEAPigOBo2C2eyvE7wjTbB+UWJx5MywB4KxqMoN1QMGtO+Y0zaA9lsXvkJZBQ8F31cjyUbnAec9fDlvYrtYnZn7pe9zOCVyn3FiCN2x0lo8h+ob0y9zQlkfVvVqJAJrpv3y/NC9DDzg0/LO2F0JLLdnhPlN7wdcgDdgdFs2p/KyjnkHIhUKZMBJY+HIm9UaCkxcD6SHgdazXLYxjmQdE4oND8rWMkuaJuYTZHgVSvhOofX9MQrCKudWbcsQVvFarNKu3TxDXwD5pGDksRbFotW8TbQ4Gh8EhnJ5CgZBSHVFK2S32ZFq1OVm9Ea4ogzZohoBoJofgYfFbHEiTARF2VopbBECtsEGEik25Rz1LHCn4T0w20w6QlFtwdsCy9mREDAe6Rmh/YWrsCxncTIw3mG2OInZ4gRMvQzKhG12/SUBxyNs3GdDfIetlygWp1Cfdg6oQFEvIkWMIN3A5FbtiwGQ10gEYalUJ6qsUMLL0j2FMDCrt1HZNt2nxjnVYOBjKlUDH13LvE3atTK1LP9XClopVSuP3PNzK3Qsi8CvJWGyzihkObc9R8IbzihSQLrIaTscy0WQnzts4Is+X+RsknmEFm8aa6GvLJt5gYKzSck03kWlggK1nZ0Blu1v4y1TJmysJwj6LTXRlLRbPbOYeg8UrVKbCgKtYknPN6tOoay2g3LjalAsB8WGEZwpo1f29C/+G246554wtrHX0r16viNZc8dS3HIeS2nBTa4ZEEhy+0NY1v4+Y4RmoeVW6rGUyT7wvpbL9rRKsHbOa9FX14RhaIJ4+8N2jlPfN0xhoDWHj4tW+TdJX4/H4iacLpmTCXJ8xXbRnlBIqVCa8aylPblkru9TUgpfJfVwo9qqGJsKlpddNyzRjndQ9zrpjHuBw9imw4S1UaGAQDkgagPQBGM2gZTBq9DmcjeMAmEbqtNyfgx8MyviSxuETa8oWDumlPUOplqkCwndk2gv1aKp3yTpKMmbACCZfIj/XBUboDgK6yrMlqcwP3k9ipM3wC632smJKFDVImafiQKuLdo4Dngsi01UxUYUUvvoTzIvtwTf66JDd4BRqRry7873Q+qa1e6/LDbS+oQQIOuIyhGa4FgTPEAyc0efMEEu5NK1QbVDruukTURBUf4fvBY+ES75NdoxuiYKTIJGk6QtHLh/7t0mHhGxyHWf/eCtqmSt88Z0vltIgFBFgdcbG2Ix7CzOJVUZPBnRKMHSMXtbRAHeN3MD0aLi/cnLFRMoFNGS2NIqWJ+1bZ/ldXDFhgSHst7GfHELZts3tzt/m7Ldg6OZ2xzLtOJtgRNnXRDfQWXnvZlY4rNllO/kXWd43oTapvdZtc9o8RcAohFjSNGVfZa+B7c0jwUpNPP6VG87NQGL06R2OkbGCm4TdEhDFJ/LVSorWs82T0cNiHmZ1ldlfuRGoA4NVcyryb012iGby7h3uXBLlA39iSsV0jDG2wuk2ZgozmM34JvUrTSm17RmEO11LHLUqp3Qng7Dund7xtqyQrVBmgXryC4KBQTjfUxJ69FQjppddYt6G0WjKCw3Tg/pIhviSt1YKOtyHuIWFqdgl1uwt9yA5R3PD21wbDdu4lfaAraugiWT2toIAKE9ksaS7mngTMgSUy7D4uVnm+211SIEjTdWyjbtZcvjBpsbwqQWNmSRlm9tIuMTopxkuGUvu4iPtKSPQUdoEFQrEngLXwWqVU+bFsVm9j58t97Am11GQbBwy0jjkt8pWrDEYqMpR33Ci6Qe5UDPWpuytWIJL4/27NQHyWvRe4+M5bfzPMKDodFBDgotz7nN1AOkm+GFcsGbF4T61INQNhnXCtSoys3GWNFkX2nmDqIc2Saey9ZV4lngnyQKGK6GMczSGY0izZhh3ytaJqlOX6OsFyibDFKUXAJApHTKXb7pecIu4fP2dw/lsEORYrQOQBn73Auoeix2v+AmhpwR3gUSunLKE/XZPuVK84aSN3FjeQKL4khsV5IFqIcGJcv1jZXJM7E+cKpR4klH6mHgnjAgFcxbelGdBFYD7ZjhxhygGd+2j/Zj2bhPPf00TjvPwrwVBmKDW+Ft14x6ZGzp8/QPjbF1p2DdD4zJFjXUbm1MHsZnvT1ibR4LD4N259oQ4EzxFsEL0G7W5W2BcnEiZEah/SvqBYrFKXhboJofY/W2gmPRBGDDmJCGduMY3BlnA0CTHcZEDwKA+G9dNsHZ9LvYCLQEWLRWq3YjL9cIK7axOswWJ4KHpZwH66j3ISsVUR5mm00weVAuZtf8W0PRaALFGWpTJlZDmWoP6LeO8PetldcsMEC7uV2n3hGWe2kt5dZ43rZAFSqjRT6WHbBi9oEUqNqU2Jqd3hHe+5SmIQVKtWr1KAYEuif3xvTdaxUr7JjrpIdirOfnIBCsi21GLpoTNDhbYFZtRY9EUCyrsC8MgKrsKqTGt7toB6/ELMRfFO1eGADto9MET8Z5YM6soDR/td9Ss4KSUFO4CrPqVON5bbwUTVtovDgbvKJhPLjg1XA0b6S0REkBIuUn+14zXqpVv38U6pI29Qvlsjy1Q6PoEWgfDk2B2k2frU2Jmzfv2GmvRqXQ/h27CR553SasB7Kv95Ujyz8vTzFbXBmVHkZ+XFsvZaY3fk7WyZUC6dVvV5BA4QxjNzWO8PI8zpIy0fU9P3/u/cB+COf0fvZqTO3HM0zzQR5r81iEAWkA+ETBaLO+sE7kfcgdD0ShwZsCi/9/e2/X68yOrIcVyZbWet+9Z/ZkxrAdJHCcAIFvfG/kyv8fMHIf5CKJEQewzzk5xzN773ctqZv0BVlksbrIZkstqaXFB1hYUqubzf4gWR9PVX37k08HCV4p0M5X3lbT2aeK1SYqF34BVzC+/+ytnZESFTjZzsE0HMGcPwCUhumQAjNVsEhO5i30FWMZ0suo7QTD+AnD+XcviIQCfL4BFeMrIpQGO/jfz//yfwYAX3eDW8wpxx5gXoxGilkoWjNKrlU2gUpWfOl8S3DKBxxzoYdaUCNP1FkwbvIKzQrBN1NgCrQjrjwtCfXSseldyCeHUnYoPL7Eey3d16hkCf32z7cMfo/jsQXhjLrjW2gz90JUBgn9KXmTaJFJC2Ow5GOKWasM2MNPKT4nKLQ6BEhbcwxeSfw9GQ9AqUhFon3B5AxKTTEjHPbL7xMMBixBAI5b76n4zIrz+TgyHf9HKAWT9l5bpEXOqHUkliqdsJ5OtjYvXAIuXK9dmLn1mb+jdNxcwh0vewFzj8Ms0LygTEioKRi1OIuOdfDvCv2cK5z8WfPEFQ4UjPqQsvWF7RjTMJEYCvzdzyUydRXAjz008tUKuUprGc67PNtgmk/o/EMUeVDgSBxYPA7HN5+XIH+Xn92LhjEYAJddy6Ov/dHn3zM2LZBH4QtNJeEJX5whVqVOAdgYSG3Gj5gS0thPwHiL89sfYBg/4mJrhyMAqcod81QrDePbT94q6ixg4S0aW+FAZ/xrChR4ABwM0wkOn38LwZjaV+zFOJFApYpZqUjFb7SG6vOHt5oa2n7JHZpnwqD7A/mthppwTav2ls7VCqpcAHg+6RSsslaZWIjPKQ3jSislts2F8hIPV1KsJOoIxSweoqB4lK798mz+87aku1/yRtQs01ncxQ4FoOThCVQhm9dY8QkTRmKcABiNDpWqFRg7RoVDE6FwHL7F+hAAfl5QLk944Dugwm+E4qR0Ni9gPxU4sMK0iG0N9gwHNDaEuC1sF70V8dGg9wMXIOfnqjQWcyGFW0JLvwHI3qolcKH6Uh4zbxOPn1mMyVyTe/e2q6/SQmGa9ZNdd4lj3gWH+6C0FvE5zQFkysQsyBp8HS3qMfeewHmb+Btuo/Rb3iaee9Y/SAYR9FTw61nyhPh9HGCCm/k9WI6NeJb3lY81mllt733vWIfNFAtvRRxhOP+AYfyAj2//HUzGB2BiHYspCAfcAoHeCwxwxDoXmXDgbM5jDrUjnBniAqbsBBq8p0BPI5jP38H8+v/D+Ms/B6WUJ34pYPEV3JLllYrjx19Bnz/BmZQW0inlhepxBPv+Fov1xUFBJ63hGK2m/lzOnxtSfIKx55mAmQkKTKlotdTPrPoLruY1CkbsP/FcDPYUg8VjnIU6ZsdwTi19tpJnpdRvSSnLLVNpv5KSwWlcjvyepbet3BtJMahRl3hfip4Ppki1CJBbC2tbQ4GL1Mjz4RtMegAdqIY+LmtIeypNvA4hKBt8pjbqjQGVvJ8xmUP4bqbPmOUNwM8LoJOCrccTmOkTxuNPwXaa6tZ4qpb8zAd7huP5N99+4HXP3kdMVkEoVeCo4mcWrfWzcVHwBKz1WIgZnTZy52eeJ2JB5lnd1rynLVSJ3OPlxO1Lx9Nj6TVw4a8LP9uAvh8KXBb475UCokyweTMpA7m3AiA3wvD3Tjtb9DrhvK/t5L0dqh6nRJEK39nohZgZgaiMwO6B/32e1pZndaoJ4LekFG2NlvinjufHZnUscPDY4QingRWc0wYc+IEzhsUbM8FgqlflfLE8M36ENjVoN4I1B9BuhOnwngmEAEDSvIZBTbJBgbNgj9/A/vl/SFZw50IqWx2DK6kQgRQLM374lLLOem8LVgvHfPo//ZIqgI8nAOOzwDhzAHBTyFTj6Q9qGgGCRZ+nZKQ0IUmArQkgpXgJTr0CkK3eLcqEJJxnno/gpcgCyZWeKRViXxg9iwZt8325R6HkyqaKneSFkBSuLLaCnT8tdP4/xqlI5+dud9xWsnjVnm1JkLyWT/9I+IrbfME14FT+rFDZwOeBYwbrQ2CQttM+oD/zRADEopsZ/Url9AY7HLMaGN5jksdXcWgXDCSR/hTmBbAxA9Rk0Nig/LgP+6DS40LRPzo34rvlyLyQ0QG5x26DZ54FX7Mg5i2AxgfL+i1aZNn1Zb81CB7SPhKlq5R+k9+H7Boqx/FjO9qBVCjqSY+/kfk5xuVk82gyTmWGBkhGJmlu5UqFpLBYk2eDq76b2C+yPrjY3+StoBnmuBJEjWy4f0nxfsYAbY4eaP11sFkdCwA/WL0r0i+OZjqDGT9TAKVOMQUYC5EmBeMr52LuegCw6gDD+UdY7Ccw4wlsEOL1ePICgjkAUp5Su+AXtrDI62mMFkQLBzDTJ6jJRk+Jt374Ph7Ov/l4jaCkYFVte/AULXv8ljwJSoHD2A0UVAwNzB5hPHwHpHoAuFScTnDzIjhfuXjfC5MyncT4Z348TooH+wkAACeTVxrP9i94SVoEH+ncdDuPreCLxaw9JWe84rQo7g2hbWO9FN4ub8uByjIMcW9L1l8gitIKIXBGgxM8F2lcLFt9W96fewBpMDw9sglVtl1IGyndd9w/0u1iLIIJx3vvRjJOJEOFM96YEdsEstgrM3tuVptQi2KMmeyoInsYP2KcB4B/d/R0DimwFUzmPbsGF+KrePYrf+wUvbc8C1lJEffX3aYE1DIh4e+0ra0W+BItqnrMhe+oROuSso9R1BQBegzlfl+TtaZjHVrpnDiHoOKBz4qmqKXzL3oTioVaiVGp5AHxhXbn56PJV9DbiWuK1XlCBm4oyyhaxMsS6Zo7mL87PLrHch02jrFQwQqZFI3x8C17IJ5PGNI9gvULcrA+qMlPDMP5R8oA4yxoC8kjEf7Q4qgsTXNr43e0HPpAbhvpEKAgZp+aQq0KxOH8w1OsQiCoPbyBT4OJVcCHcK5E5dGTz2yF6XAdUIu4z2M/6cFbbBUW9IFsUhTdmw2TCrWqhbuf/SYpF7gfbV+7Cb7/9ncAAHD6479KbSxYebiXoCTMStspNYReC/+9FhMhUZukfpa2TaSCtugBCpP97P4xb0sJEg94DWrWvCXsbVHi77kUNB33RaMAKFBuAmVDfNboi0v6hd7zkv3+JnpFsaZFNFxQDwTOC0CVPwcWvBdhOP/us9KhYhEEisMUKmpPPjbEmmPwfhJBxp6jx0KR+SYlhtDZ9aIxY1JDnAtScGl5EWtZ3Fqtmy2Kyr2t8q2xI/ydqV1HySuB23h7S4HaXcjYDrniPPcY0/0kymyWjhZSali6/8SMFrwdqlRwoT7z0JN+8WBtNJKkjHbL66C05mEtn73N34/EHjyDfbyvw2ZUKA6ZLpKqL6MgQGG19yZgrnoAgPH4k0/7ev70wdB8YdAG1DT6rDAqBQOhMoHVvP02T4Ua33/26SGDYGL1wVsg7TlYJlJgp1MA47c/eqHCOVD2DEoHt6lT4EJ2KgBIwgRyrIOgwwMxbbRYbGsp9JOqzMGuTWiTPsA//fFfVYXk8rl1dAevstCvEJJb2qKWo6UgbA4UIGe0L2KlKh2HC9Jx/N0rkIX0h1mbcNn1x8WvoDDucTFKNIH0nmS/k4QJACiA521MegBjxziWHADYwzfPbZ5O3uuBtWQC0HCB22NgdQCl3vnza/h8/1M2l8VCenZMKW2D4uC0gfHwLSg+wZuqBl+ETxnQKin76F2N1eZVvDNxn8xjecdF7FYUi0t539e8w1JmK+rFaAmEbTrPTryBr46qUYl4LfBZYE0hXAuKBiOJtkrmKfpbRt0lRqYSPcsGxgbPMOfbyFNtzxSNDdfEV8IzCPXd2JBjU4+FIpxHXECxfgXedMwgBJAW3Wl4AwxwlKwJVh/AHQN9ZTrH9szph68hYYbkqcAFLfbBU6FcCN52SntlYxiyAE8ThAev8Pj9kHrlzBEAud1KZwIMBpQ70KAUXpcFqw7Aa1g4dX01zSWUOMQckrBcikVYPmcoWFdYcCXOamlClQTvFOSusn3ofpcqFbwvFFLqWSnA3NgzfP/tv8Dp7Y/w+9ufsv6UUIr3KLriC33FBe7W79W1oLQyAFzIcV7gz98nUBjNkSgeHlSBtMoAaOqhCOM2BG9bc/DGA0K5zPoUUkjT98pT3tL3YTpFJQQUGjKCQcIcQDkDYACmw7c8PW2Ip/DPxxKlX46DeqV0ppmH+oZCuOwJXQ72vhav9Kz2BjoP8nWBKuBS7BkqApRShHMHBm9naxzM12dp/ZC8FaX32nsfZe+5lBSkK6nb4lECflcqctwk3awkHIoCgvJpXP0OgUYF3gOBwdWx2F20eia+oz8J5bqHQElSmM+GSt2ooEgYxo9Q0C4EGDoHoBRMB6/w6ECBAGfBHg7gwAeWI9BDYVXefsYtj5kf7vsCXpKBoWblKSkBS5OlpMhkFqOZtSidgwpsMQC+tuiwvpY4tFd5D1TKjDXpA/z287/IM5EIXhAel8GvO7bN+onbsF16bykNQFRKdmBJKV0LQHov09zgAEDFXPRIMQDwyj8K65pZ/3wbYZtzuWczZm1DS2MQABRaGVEQydszbkzUBm18vJWjVb7PcZ7yngoSexOu0WoDp+PP+fWHa0Djx96VwkvAc+/fApw2w+MipGxRLbSKUkrejscgzpEs9gpg7nWYHVsydjEabTRcLbAJqLJCFREeW7dk7JGUmo7r0cfrPrDp26wY7xgABQO/eNOKkwBhcAn8aprdSYG3+HnvAhao0zFLkz6nehfR9a1NpEIBQIq3AADMPY+flbMwjD9AuzFaEnXI/KKnMcZc+L88/z4AgJ5Gr2RECpaL57QxC4yBk/kGY6X42q2xZZAmQBLmJQGvJBhzQYDHUfDYhUxxEWhK2T5RqMiDvr+d/iv89PmP8Zyz6xC21UD7gouRAxWe7zF56wqLGY8P4cqI6NGpLJzPAG1HOJx/ZNvwfeTv5Zz+kGgFqJhTAd5qTz8C57yCH/bVrFovAKT4CpsCyenzoPOTnxc+szaG8SNSnzA7FM0WF49Fq6azM+HWz2Mqvgs+xuL1hApvcb5svrn2PZdoTzSupIUa1XF/0DWiRSGN869gmJHa0Ww+wDYAco8qX0sQyvlU6nM6J80OJRt46DmoAY5eB362ap6e9hVwzXi75Ng+vh+Hm3gsspgClWf1iVxEmgGB7OtAgdNDTEdrCXUKA7ExBgK9EXo6p7SOKNgZHavxAqQaGf48ScAY4DSzGmNMhgoWSqcNTMdvsb9+8If2jG8bs8AAAOjxlFksz+ZtN8JDnvd9XXE4BI2poMGpwCbOaj/IsdJv2Ca1KAHkVDreL4B5MJ+xo/dGkb7jcWhpKuESWlWpX8VzNFjZKN+3dG+fQfmoCwveU5HfN1Q8UPhHaqXNnrH/nwIfbfiOwn8yJAQvYjiFIwt4/qz9e8MVk/Pbz97wEN4nTD6B/UAKpb8Sb0zxbarQ92SYsEoHRfT1BAiA6+hCl3g55hbg3CtWq2OA++Bxr/pMng3RGyA8N25AAii/N35MpjUv926lelmSd4PToErtUwMbVXY4tSs7LyC1kxz3wrSoa8bVJcf2cfw4bKZYOFA+YwujNMRCNmE7UhxMzJ4QJo5g4Uu5oG2gLpCgSbAwHd5jez6HvfPeBFQsnK+4jZ6PSH8wYSJyyRNixlPM5mTOHzGjjNUhPuLtu4/H0CYGeys7gVIp37QDHyTqQm57ByoqGco5GIe3LKB3L0DBviaISgJ8yUMQjwnW2pIbmCuaNUguZ94f8RhM96cM/Pr+l6ZztfantsjxPl90DmbNmp1rYeHZ28LkQMFo3mBkGdgoPF2LFr6aWwQz6gIREgD8vcbU0em8PqBbuxEmCNQjp6LykdrNvRQAhHIFLqM7YdwEhNoZMbtboECgMuGhw3VB7KNXNILBQZndGBtuCWrIqM0LW56HKxX0M/VcSG103Ad8PeGgVCLq3Y6/CzFqsW1hbZJju4T+QE7Ppe3jdprKFpUFnAfyYO15sPksYJt+flFPRQ2PpOrugSb8qthsZfMDlmZeyQd3CuImwbagYp53KVD2cPoNtBu9QB8UDQc6Uh4wzazTBsa3n2A6vPuquqcfiZJFqE8xkMuewZw/ghJiwZx+gDn9iPtgwKfVBxiHd5hIlqpUSRtjJwzQlKnIuXfKK1qf5vvuXt4scwqbIOX9c4Ge/vH9llzZkjs4WxQYVYgeQ/ehNCiKJcEloyMtCemCl6YEvgi1oHi/udUM8viVZwIVCuTYHW4p9n/JE2YyD5sC5wtYojeCK7bBo+G/KJiG91RLgtAUkqUyUWKG8RPePv8aFQU9nmLBztRf7y2Z9CGOc3ptOO9Qy3dSjE0UQrBSfcc2qFX0dWrZEry3OfrVUTMuSXOcRCOlQOqh1AaPBZz0IDMmCh4DOvdihW7pd4yX4opN/F1on9K5voKhYU/oY/522DjGggt7LvKMtR3j4OfCaeQoTjl/cTq8wYQVrN0UA6Zp1gX0XMT0sOYQYjRU4lIrr4w4RTI6KR09FLEYXgjyNoQ6E+MzlAJaoyLmzg+ekazqd8DZvD3Vy0snQIB8Mm8F8sZpe+J+S4qHsPAoZ7MiZfyY0vcS1gjpVGni73lmmVJtwbhiDIagUPB+7s0j0QKuOEYucvBIzuiQ8b1zgHMIhVPGKwuExpROpqKX0ppDysQSxrEDRQQNGueRCy3Z88VkEIRaWaLMIP0p/SUvBf5/ZQqUBOqluRXwncq2NXCsOw/7/pAMSdnvDfO3FMPH6ZH8HFmQNuTrm3TOlrWPU6CyPhYoWqLX+wnn9S1wy3mwj+3HYTPFAqk1lKeMXgq6DwW3XjszJE+GOfiq1dqAAx3zxANApD1Nw1GcHJw5pPNGN/wYrZygFFgzRMvDePgObjjGwnj6/AGH02+p3ygkRKEhXGdoi55/0kMIVD/skgKF2DqQWzwHed6XWNpLlituAZc8Kq19XIMlGtfac0iB7/FckPKl07ZL95F7fmI7DxZg6YIPgErZ3JpIoWLgMwZopzieSQ8wDu9+m3Oz+BmndBbvBBCsmagc8FzyzsW4jckcYRy+RU/INLyBNb7GDSgFejrBMKYgdHzXsMKu1dwKmizouM9XtUw+qjZHy3l7IPd9kcUgkHmtZY2QhPXoKUCvoZvEfTLjUDR6lqlY9FxxLlI+KQsGgms7gbHj/FzhGmtKBco6X5ECdQ/0e/o4bLzCpZiISCcI3ydzzBbe5LlIgwuVAOQhRgthsA4iLcqfSUevQTy70r7uhFKAQd6gknUClIKUYUrH2AkAgPPxJxjffgJrvIKhzx+5h4NeJW5XKk1qQRDE2JFn8FZs1b8Wy04p8FhyDxs3Zq5tTl+SsnJs0cdSezWa02yBXOEtqSkJvH209NcwU9wFK+4jQBdwvqBbfZhni1Mme+Y82QAqJ3HsYyprmj2KtJl9F+5Huscqjm0HCsz4CdYcPZ1KGdAhUURt3KR+58JTNGJ0CtTFUEkUm/2WGTEK6WV57MXagO09jKVXQUmo50HOFFQhKbUZk1w4G+causZktCTCmJDOBZDPv9HoqQxMepjN/XR/CTPaJmMIdKxHH5P7xMYmdQVIXwBIgdoS/5UKE1abTFDwHokhVblVmJpzCMrB5BUM5xWMGIMBEOlNw/nTC/8hw1OkQgEE2pNPR+l0qtprw6J//v4n3x6mtsTUtm6MighaSIbxA2gBceRS79lbUQINMLuqHTJZZxk4GidQWkgIIKcaSdsTh10ucNQSUM3pTNm5hHNzZNdcCPLG4+mCV/pdOpeUtWSpX3uC9BxwXtB2jLShtFj45A8p9gKy4/2zoTFUwdNB9sF7hu+Umfy8oEJsFI+RMPbkPRbaF9obtYFx8HTM8/GnrA+oMNBAU1QotEDZ+6reiq1wzTveUr+idFwt4LtjG1DBX1IC6H6ofACU59qonBCDDF/fsF1dmFfpHILrOp+DUcbB/TOFRqBX0r7GuKv+Xl2Mfu/2iU2l35ymQj0J1ILkLXfoPtR2BKsHUOBgOP8e6U+8vcm8pe2BHgUAENNKYkxFOJcbkmUQ98UYDRuyRtnBZ39yZgAzfsBoDqES+Hssqqfs5PunDVg4RsuodhOAHaMAYc0BHCgYh3c4mfeneuF59gqAOnWpRXC+BLFNIoBya1BJSVikKYFPVVyiSfkFI32PbRY8FNpNsb0aP7+GkgULP/PFdq1g5a1yj38Ps+t0Nrccx+tUhCaFCoU/bhg/4Xz4lnkWoqBIKmcDq0OB59akLaRJ5Qu8IwoMxGDv89sfEoXKTjHrHVVgJ8OTDDjQ9uyLc+rkfcH0sl8ZudJ4u3a5IiApFXnabTk7TLeG3g5cwI7bhTkuBk+TsafdFJInVJSKQjv8e8kTIikHDlTMboYGBd4/cHK2Ob4G+cxwr1ccs6NjU8WCDnzItHaeSUmBc0kAxUnCqiEb5JgPXikfy0BpDFGg1wcAPRd2rRlmhat4LQs6aUzDe7BAngHsGabDt+jR8H1JQd8+Z76ncWHFXRu8K/46nmeycEqBBRMtOdS7IAXIzTnqZYsRtcrXrO24f8tvJQWiquyoer2K6MFacLVnx6zYlx4T/zMvyMyK5iaAwgJZw97c65L1jgsS3ALp5w4HEMYZpyP6fS0A+JoViR5F6FDBWIH74/2wrA6K35YomtFbphRMagAVvqMhgSoXAFK/VKB3kYxRoMK80L0Vl6CmkFAlQkotS/+Xjq2dV7vgGS+ks+24DLX5uuU4x9cmZryQj8nXtER3qqdGn8VzkHYVzJMSzL0SSZ7Jz9tjK54RPU3tMjZZ6ZTDSrO86rZfaDE3/TCdwn6JKjUOb+CUBjOdYDx8y+IyzBQKUTnvlTDTZ1QWrDkCKBW3odcii30wh6RMkN8AkmKC1bSd0v4zUiuoEkP6FAPAyTWm4FKTpaB8FnALcn3fPFhesgKVKD4SagHMs8BlEpvD27iWvkWtX9yiLfWJLx5ZdhCBihVd5IxqFgXr8IskDGdtseP3Dukdib+Fa/HFMOn9MzCZY5gXznAe3mOANQBk6R4VODDTKSonmC0KC2wqO83uIy7oUhYhzDpm7Bif4+H8A4bTb1ncht8/zXk0u5UKXhkanPlMxoY9IPPeLXgOeLwE/qdVkC+dk6nXrxfP2wYt8xdfF2hMRPQY0Ng3vlaQedJS4wDZpwQ+/8fjuEdZWCeyeDJ2Hu513ovxp2Md+hywjE08Fk6pkC3hEAYWrWcRvBJ2AjN++EBIcwRt04KBSoELXgmnFBxPfwOrD165cA7scARrgrVxCoIItVAF6hLGZQBA7ItyFibzFjNDuRC0HdPEojVzOAJMfgI7nH6Dz/dfgsWUxoOEmA1Cy8Bz2SfzVlC0KAOcnkPdwBefd4Ery/flkzUtVoTt8LYv6lcDJUzan/ZBitmY7YtudEG5kPaP7RPXfC2O5dHWFfqO0GeV6AMODuMHjObovQwuFxK80p76fxg/fCB1CNie9AHAJI9DFEgwPip6STUTRFwcs9omw0H0RIaielZ7JQecf9+H8QNOx58APRMceHzuqetCBOJWdChsGxEVDVj2VtTGSBcitkeMfagI+NpNYCHNHxndiI0lY89hTghGR2UyrwU11iwBxys1iHCaMNKdcN41bhRpjkte+P5udbwqbhJh7FM4ntMiqww45eB8+ClShqgQgMGRiqRvHQ/fwYGCYfzhvRMQBIfp5OMezBGcSZ4FushjMLcP9saNChxocCbUtIhB3cQtCQBKezrF5/svs2w1vg/pc8p/7/9PevgyAkTLdQ725O9LJZBdFJrp70zx8MIpqcoahEO+P28zCu4tiwsR3Gk/Fbi44NFzSfEel4IHGkqKA3fdP8s7hxZkShFySsF5+BboaFMwBIT0rIGuSItRjsGTgQoGCqrGnkGFOAgKnDv8fhA/Y3v43TmeBYYEaJrkzTodf57tRwt/SsB+dnhgzEuVGtnwTmdxEoE+h3Qzb/ioj8MeQ/FY4HwOMH/ekz7MjDUlTzIW11XcyBRomHOqUtn4V/IoiHN8WKu4UnFNnOFXxS0MYLzNRxvZvhI2J/0iHcHXcvDCQfIapAXaahPjEbzw4GA4/4guzpQZiBTRs1OcFNBjgYWvYipapDqNJ9D2DMP44WlPLmV20G4ENeW5p6Ol0zkYhzdRqcACev466As7AYDnZD/ri9vS75m1uWBZx+2jPmZKRUscBS4efF/jRnGR4BXbS1YwSakoxWpIwGua9CEqGHxf6gavgVOhaFwFxrFwT8al2NP7aIk1PylqNswTCgBciE9IXkHlLAzTKYxHl70nmE2Oertyz4OePSczncDYEY6nX8EgXSooMpTyiMfn3pM88DvSbRzmuM+tkPjsntWLeSvQ6sSXAu89FUzRO0EVDEStVgUfI13huB+kpBR8zsvjLslcKawndMzicRJdl86vON/GP+btmB1P6FZZ/J/gcSatxmPodXR4bFtXS6Y/7mktfHVs4rFQzoEJGZcAUEic5+JH90FamAEATCgyc4bz8TsAeH6zOf8AOxxj3EWMhdAmZm0C8LESNJUsgA/SdodguTp/gCIpJZ3SMS89btNu8oW2huOMxuKVCR5slV5QM52DkLO+SvXeUbIsokV/Zh1iE6oi7QBACnoThGWJChWD51SeUae27Gs3wdToQSgtTBLoe4FeA57lgwui1faEBQYXQe7h4V4MftxeQQU/gNzKB4CUCOo19GMSlXr0YJyHb5HWaOwINngu0OuJCid6K7xwwClyoehdOM6Mp8ybAQAwxu/JS2bsGFNK8rgaAJwP5s8YYzSsvl6IflWsfZclqhMNtqfb+X58zqFB3dyS2QWQ20Ix2UCKReCggrly1idWCJ+5Ak/fq5JAL3mAqVc7z/CUj3uc96W+leis/Jr7OyZjiwQJrcd2D8btsBkVaqaps3RrGEzpf9PA61jwzCwu0KOwbVpNN1kMLMS0sxinAfkkgLEZAAB6OoM1R+Il8YKJGT+ikHE+fItULupKncwh0jSccoRGgdzPchDysyJLpUfpOIRuwKk6FNkETbdXBIml+IQlJLe4lRcK1gd6DVIfJX5ubE/wgrT2V7Js0fNJKFnp9gqkCiquXEB6PhiILVGQvEciv+8jpzopA0CoRligkiu9PJXw6f2PKajTTsFrks8dqMQAQFRIgFk0S7S0qBy94LywJdYoXUvF7nC7mHoW5kpJxz4wX9fLMWacCooUZr4/b5O30+oJlpSKOMaJQhLPU6D4cVoXp9p2eNxT0O9Kxe2wafA2lrnnQpxyeWAkxiWEo+N+GETpq9wmD4UD5T0WJDDbmQEcqchr9QFoWkrnApWB5JmfhncAADicfwMAgNPxD2CVgun4MwwhAxWADwZT0+g9JuboPTLTecbfxr5bbeA0fH/JdJLcwsM/UxQVjIKrex5Qm39uFaKVs/Cnv/5H+PXnfwln459xSaCV+ioJ83PvixQAKitO0vmwHWy7dM7S/aNud2PPT1MToa5EzgVAeT9MCGFipjgquHsKDMS5I1cg8/Y9NdOR7Rps2P3b7/8AejzBb3/878HHc5B5SPnMdYnSaYLBZBK9EkjHGfWxL2AMMS6lMC9c0l4JWgj2bT029qtbNjdFawxCde6gckOYA6jBK/MoSJ7ShfNF+jWu8WFewcDu2A8hfq/0Hndq5Hr0sfec2Dx4W+atJwEcsgE3n1x8dikDAEcw0ykO2Gl4i4u8PzRllKIVselv3oNh4jblJgCLVo5EdbLawDkoHQDgP9PmFIB8q1TIZPMaVsm1GVvoBGrcKE6YXHngk3xTv5YUGaU9lQ3yRas0gbcGc3MrU6sCQfdtWUQltzm/Zvz+7fxX+OX//t/hP/+v//4iIWxvaKUF4P2czAHMdI7bJj3MvB4A6RnTAG/M8pSMG6i0+N/Gw3eAw/ew3Ssy1JhAP2NSCoC5QALgaX89gHMdtnqfpfepVABPoleV9t87XkEIW02PC4I6XWOKqWhJ2yIFS/By0LkcP9vMY9KuJLzCfH1vPPv7/FWxuWLBPRUouFMPBRc0U8aHEJhlMdj7mIQCpCWZg69bEY6JxepitqkpppRV1md4SlxqEypkJ261mUbQbsoUi9D72lVm1+M2CEZ8RlBvBnULz9y+0rHCxI7befsclMuK+/39X/7N7Dgq2GXCvsCdLV1bPN8KylM2BmgfKoJmy/ujwMHH4Q/wQZQKStd7FngKYqr1AIDXUQquRSPAGZRzMBmSAS7MDaUUk/NzY/rrc2zHz0+G0KFUiK1yM2Vi1jf2ntBq7A7q70nHOlySqrbkReaF8yiN6lmDPp+lnxI4zShuZ4oGn/slqiql0xaTcdAA7NAWejxpezxeDxPAXII+F3R8FdwgK1Tiv6ZCVwYO4w/QdgQznWEImVkAksUwHa/B2DMcP/8KTvkFfhg//ODHRSDUn8BzOJAnEKxVASSNLZ4DP4/DW+Rtp6w+daUiC+RVxqeZfZFJ49IiUHSyx3YAEu0n/hWUCfpMeFvSudb2qVUx4HSlS63OTfzdRld/3EayndA2eK73vQM9DQ4UGHsGHShFXnEgxe+YJ1DbKdIYAQCG6UTmGhUVg0iNADWbX3BfMe6GUDSnUFcj9aVe7Eqkyi28xx1zLNWT2Ep4lorevYLF/1lBk4RkWZpIpr3SnDjYU/Ydk2DEdlesKzUKLm1r7XybzzP9Het4bWyWFSoG+dKidSENq1MazsM7YCaVszlAbvEPnRk/4Xz4BufhPQr7lP6EXok4uDFgWxvvxQBvTXA6DGJKhYIw6ZDvmD6WBpIbO8JoUnB3ug50e84LY9FJ8RVwTXAjF3pTKk6TTfb0f/RY3egetgRGI0oC4lqhvdROqX+ZtaxwvppX4pneP8qJdsRCOE/x7L+b6QSTOcY/AIBh+ox70fuinAU9nsCZwacGDoIJpr5GUDrUHPiepoQSfg4w8dlQD4tVOl5P1sqLGBtugTWUl3sJYl3gexyyxC64DVxOOyLvCs6XNKaqFKhNMaPmFgxPJczpsfmcJb3XfR5oR1fuXwObBW8nIdKRwUZfEJotBSlPY/w+TJ+y1yFYDbWbsqraYj8wQxTJFuX7p2NaWuyvR87v9llnsFifjZMQrSieF+/qA2AJpYWhtM8arAn2ROsXtV7h9tm+PPnARp6AWn9vtfjsZaKW7j2AF8r5YozeTKt9sLZ2E/AoJho7kf3PLJUKIMsSR4rzsRiLuVKTzwsxax15hpG6GT1JLlMO6T4dOZbG7R7v217G0itgKR03gEBHZR6N2f7MULUmAcglfZMoUTOKFvOCPJMB6BHo4+s1cANpRtbUk3UytzogJj0IWZdSKlqsxBmFUDfnVgKEoEvQAOwF9Z4MtEC6KHgk+oMimaGcGJDtBYwhvwY7L5T2ilga8NQ1XNt3SwF67STNlYWSwvDT5z/C2/j7Jn2rud+zGg8gp59t6W8Je6FGSZSjjJZI7pFiY8/qwyzFrN/ulXukP6Hg70CBHY6x9gRCCvDG70mpSPMBjxWL9RAEb57PiqezZ76Xe9+xHQabKLwd16M2J3Dw4OyawUryiOP3pbg+3hfa/hL1MWuDzGm3MFJ17ANaoNp2bKhY+AHj4uD1fGkp7WwSHCY9ZF6OOd+ZdJRUxVXORupTyh+tkqciKAzI2ab7ZH12KY8+AERvBQoWlAqVFBAHQAVAliXiVbFVxhTKmQW4zoLTkm0pU3ioAOvKVbJPh+8w0noYFyqOswVPuNaaMjHbtxSIWFA6vFXtsRYgHkDPK2FjIDe9Bl99mxY+Swt0mhdSogccw2VK5jw5RBr3hQQBLhXG9BW3cw8E9hcVI/4MenzFZXj0Il2r0D3pw5eY6+8JnF/53Mbns6X7XprbaXxGTalomedb5+pWL0zH82MPa+wesbHHQkUvgBfMaSAm8hEJDUIfyDa3GCxJMzY4bcCaY/RCZClmlfaZoXCA428kd7oKWWmw9XieKLz4Pik3xfSWaR+TCRpUaHlF8GsTrbYoWq24D5JVXvp8yfFS30rHcXya77HQHrdeAZQFfN6XpYVoKa6EezRqAed7XrCiV4II4RTc2s8z+cxpSvlvWQB3TKYgZxDiSgawvqRnO88QlHtVXJ7+GgI9q3srrsZe51L74vP8I7CURKN43IJgz70WvL4NxVaMA8nA0+MrXht9PpCxyVuPeeDzRTrnIObeCGmQJ2si3z9Rl4h1wU6gpjEL4PYHhkwSQKyi4bOKbSuQrJ/pfBZowPYU09Xq7Jo8Deo1hYjtsq+sy76UcVNXCmiSh6AW17FkrSod2+IGp/vWFJ5qO9xFv2PloYSZh0rxPPDL6YWxHfofj8A2aD0KXomZgno30ueUCS4XSuaKK455q3SmfPIqvOjN6GhHqaL2PedYniXqVef3R0ISvi9JfMDbKcXL4f8s8UthTpbnmYW5SfCIceEPBwAANRZJREFU82v6CnTpjg7EtpW3lY3fAfRsMCcvRmmQOp/tAQzZ34Kx50wQdEqDG45RUQDnstoW+B2U8oXzMJZidlqVWUO5lUOeGHBCMuTzayEPaE+W3zXB0gipCFHV2nQlNapGN5IUD3ExKnga1mSyAYDZQiZ5WNbcC7r/2r48CjQbGEKKucBMURIUFrdkMNMZsviKULQup0GRCr12CvcwGRfw/BQ86Bsg3WdeZZunwsTrjRV6u3JxEWoCfQ+ifm44ULNx0RIw3QI5hXRZYaD1M6TjWjzd2T6FOI6Ojq+EzVc9tOjNPRhz7mPyDOB+CkZznPEuJTdmbIcET0/mDZw2PgOUNlGpwP0QJe8JPW+ygqZ+JopUUKb0UCzA9AqYFYpatLDXqUmzZ8h/FwT/tah5E8pxCHKwXunYpcUPFyoeYFhSYtZ4ZmpKz54pOFl8FOR85+hlAKoEjMR7qYLXMI9vymlQ8/kBj8cEEGb0medoIbyw96wN6V2OtXeIly1lhEpbJzXsXuHbG+oJH3hw7n3u7aU1fTraUBL2cVuLZ3hGOW1cjzNDJVMqrkEpjqN7Lzu+EjZ921Mgdlqw6y5OB8N0ygKokdvs28Ngzjy1q7ITYNE7VBxSxicLoBQoO4F2I0C0tlthsuITEp6XeD/CfsjLpvnwv4rwgAss92TQ/xJKi0NJwL+6nwXqExX6Wo+VPBVb9I9jTXB45movtLVH0PeAxlvE38OcQb0xh/MPMBMtfOXAKwCYQAGNAoYo/4kChcg+h2KZZjrHuSoZQOZKLv5hu8P06WvfQN4+UqF6YG8b5NgXN5v3Ae6nRHTcF03ZmQSPbbE99DqweZyzJqTzRPpiRdFZC1QmukLR8RWxcVYov9hj4Tl5UKFg4AezjYHQSahHSsOqRUWRYmyh7oQ5f8Iwfvh+QaJI0UkkD8I2MY6CKhKeMjWE/sk8zq/ExZWUCinAu6ZAtGbYKJ1/C2tiKbaD/7ZVcDQPTt/SUgZwPY3glijFVQCk+xvFAudC5WshTzwzTCSlP4/J4vsqZ2Ec3gCUAm1Hklp6rtzxsWyVDjEVQzwXXo8Nio1xYxZs39EOHtdAt3e8NlIyhQvqTayYn0vKAp6X1sagbAW+b6mvUsB4R8dXxSYxFojlAYVWR9zfwGR08FikCcangzzBZA7seJ9ZKhNKTaAxkaBv5WykRQHlW4MFp4a4HyoL0VqqUr98n1Kti2RNm7zi8UW8FRwtGaLivgX6D93ech9pAbRbQupTVDxcvdjS4u9w2+J4e34fKdVQulZ+b1ChP4wfwBM9aHuGvDBVOs6GApp+fxP2T3Qq5Vysxs37RmEF4UE5C6N5i9ZNGiukwIGZTj5NLq/E2+MBmkHjuR55z/ozuz147EPTMWzdoMaIIo22kgkKZQVv4GFyxUIwOTdaSHPb0prQ0fGq2Oyt95SBFIsga/zJIwAAkepAAym9dwAHucr+cB+kHdQENQW+YvY0vIO259BH77WIXgnmOuVZHQA81zu3zBv2vU8cVX40pBgGTjUqP7+5NwKFjlqhMoQCBwf7CYM9FffhfeTHXwp6XbV2pHfuVaGcr19REiY4vcuncVW+KCbJ0IQKfrIcpgJ5GDMhVcP1x+v4Xk3mAJM5MAqmh6RUpOPTO6zJPOfAx4DQeCs/B30dL+ZWuGVcg3I+TmapyF1XKm4PKZaxun/BO4FyRwnLcYHJy4Dex0tBr4e23bFv9Oxv22NTjwUAhODIAajOkgpTjeF7Xs+Cp6X11sFjWRBBIZNYk0Ep1g4TMIjyYqYzWG3BxoJ4ObwwjNYRA5iVxmo5KLNkNfnKUOBmiwY+E3qvlhZxXo+gddFvoRlJMRXYt6XA83k/52kMWy1WaAV/dY4+3tdSED8VGjDgGiBXIidzJPOJ9yrys1DwrG+y4IA0HAsaACZJseAWUJditqwyYPvYfxp0gW9fuPZ5XDJv1mIuKFrWdZ78paPjq2PTGdYLA4m+VBpkKHBNBmkJUl5rOlmkrFEZJzK6MYU82DpRKGywfGJ/ssJjhDfJOZQ+s4/nV5eUiqVrfUZspcHTVJy82Fvt3K3fS7QJBwpGfWS8/ssEv1JAd0uQeKu7f+tYi72BBzbLWWBotqchewfzOCh6312hrYoFk9xnjJ/CzHSKFyRkz5Nux6wyNc8pwHaB/6+C2Xi+4/1xSvk4ma4EPhzzuKj6mKW0p1v3i6LkXS0d2wO2r8e9vQc9+9v22I4KRSgL5X0MUM40fpaK4vHjALzHI2V/sQDOxfz3+L3eNx33o5mdJDqUUxq0s6CDErRkFXl2AUKiGLXQjkptZTx2UM1WpTUeDCngM9uXxkosXEPN68S9GXF/SaiF9E5yBaOGVxd2ZnSz2fsxT/e7pJDZEEyNWdzoMf6/dE/VbDudH+YUPPpb8krxZ9xxGR5x/7oQ8Txwwrwg7cOFer4eX2r4k85fMjq0nqPTburo4/P5sRkVimZGcirFW/jvhmx3mUDoedLLbQM4QmuwMOlDyo2PtBtoGNjOyfIGJMsxekJ4jQrJmpHzRJ8z6I8rEFxg59VwpW30u3GB8rZCsJbAlYhbZoyRLGIl2ttSO8AWo2tpctpNL0OTQvpQHqw9H1dWaVDZPJGCNQH8fY01JETv5uzMi/0qBWjOaBPOF76TLK6ixbNbMAFgLlA941zZsT2oMaCUWYmuy3y71NbMu3zBGGylspYonmKbnTLd8QWwyYqngucAU8UmD8S8sB3uT5F7MdTsLxwFeVyGijQE6mXwC7/LCuLhZ4zF8Klpp8zukFGgVEopyc+RXQduDcLSM3otuLBeSyErHVu6Zq5UZJb+yn2ShI9SgaylAO41z4Pua0Kwv9SOJtbxWqxArf01fZHO80ygNLgslkKcF3KOMvckzrZVa6lI84Yjf0C24T2ue1XoPMMVvRIFws8PzzcvXAsxLfcO5sdraJ76Qqt3R46St7c1jq1l/9m+Fwjza+Zd7sUoeTU6Or4CNq1j4YtVuRh4yQvbAaDwMK2yPueZX6jrMwkoJWHs+//3f8Bw/t0XzJtOkS5FK4SLkxxRVEruWM6vfqU4CwCZCjVTPmbCmMvundxujU+blIZSIa14nsJ7o8DBYfqAt/H34nlqmPRhZh2P/SsIxbfEsy5MOL4wQ1LtvSgVUwSA6DnkngP0Kvp28S8VsKz3zca/VDCPUQGxz9xKygSGpeezB4H63pDGZjUW5Q6ZWZRzYNzYnC0Oj0FwD3bH5ZiN5QVDAzXmLCkURUp1o5CPWezE3y4cy5mc8EWNDXsFUt47tsMmM6VTCiaFBeTKD8hnhXLiwl8KoElWwiQ4oGURBReMvcDzZ5PR8R2sOYDTBqw5gtMG1DSGwe0nD8krwYWKjMfJrJd4Ls0Upr2CL+LSvedKBR7Dg2r5sUvcVipAljwPNYViaRuAf2fO5h0+h+/i7zXQ5x/PU/jMj6stWmuUgzUK6p6FVvQqAuQUBX6vsDgVV9okAaH0u6Tgq+BFnXsp8vE8mUMwikyZUFGin63lXb+aweEStIzfW7/LuE6N+njT83TU0RJDJRWnW6o/MzuPoGS0vGPUIzlTbArzeAut71kNRI/EPeQpTNDTsR02i7FIHoSytRAL0lEczj9gHN7ndBfBSui9IgoAdKRdAfiMTThhRAqUUgDWwY8//4/gDBbCM/53Nc99bdwYlaPZtTFrgzTJeeupidYIVIb2gmIGpUrsgvRb1VOAHiBwnocO4b7C4DnpoFh2oFKw/fw8pcq8uN+MQnXhJC4tPJ7PXxc217S/1De08OO5q/sWfm89/h7wY6EyLwi0omH6hClkmKtRIHjmLZwT6Nm9IUJKA5xnmCpRmaR72JrRBumUvaJ0fi953FAsUnpjfNV7v0esoTIBQFxXrvEYU0900/7FhDLCmtNA0eU0zq+OecytTHvueC5sW3k7DFr0IEzGW4a4UKutLy6l7TnuQ9vw+wpVLIVJwQ/wdJw1B9DTGcz44dPMYi78aQTtRgDnYDp8C8LLCQAUOBMUBZX6UHLNpvPSqp2kCi/GWzgLoz7uYmCUBqy0XVJAWuMuonLnLGDczNTwipX6UOrPkodDmvRbMVMihfdx7eJUap+eh/52Tfu18zwCPubJK2XomUAPYSlWRbspKhXVttl9ku8bjbVwYe7JFQpMvEDnKw1TTAVRihWj1yilpaTzgu/BfpS9R+NVkhF0XIfWYnJ0rS1BGmutfSgFgUfPRfBFZrTYwlq4mK1wIRnKV0W/B6+DTRWLaK0XeM4pa1IqfOXrS8wDotsWXpWEe7KwK5K6NpsslAILAzgTUtdOZ3+c9vs3CTKYESZ+lxdH77lQGZfynpYKyYpPlYiakI6/l6gLS94KAIg5/tdWIK0GYwsejFu5SZcWJe3m6ZFr720pXoP+7ttTYOy4WBvhGYGevixsOrwjMXUrCfTPxjTlVxepCPR9m78bWY0KIVDb186IqgQoNVcMahBpW4LX1ffla3kv+Bz4bHjWbH/PgJoBrzVYexbnJ9AeeSIGab9S37jBrBW17Ip8n6+Kr379r4rNK28D+JfFB0dDDODGwG4+2LQdAfnNfruF0bxFy7+nEdjZ5ADgYJhO4FNTEkEW6VgWQNtzLNjnf59A2ckXz9Mm41EqUABCtpf5tXHqhVzNlwvWaXJqrzrdihp/mQpZLRYUuq10nOjpAL6PFxi1m+Bs3puuQ/Jc1JScEkopalshesaocqC0uI+EP/36/4LVB/j12z9broXi3MtZcvmCrmcpqHNlgxaxxHuMz3BiFLHS/fdZ6TwFihof/PlkKpSnVupwDOFXC8rFqniZBUPJV1MyANAA9TyV5m/xXLqlOoErErWkHxINmc8JfG7I4voKtMai14IYOwDWGD5p+/0ZL6GPh9fC5ooFvhgTiafQzma/0c/K+QE86UMmuPkPsvDujzUwmmP0hKTfNOjxlCkVEUoBZoVS0wgweIXE2BGc0UUxsWbhwEnL2DNM+hAVIb4Pt2777TmN4xaQYhJaUeM+0m2a1fNAWGX8cxXrDch9rP0mKaa1vi/tIz5PYQHi29Atnp2PC5/h/Kfjz4tUGoB6jE+tb0v7aztlY/FRwMW+RZiknkGrTEZR5Jjlvnc2ekTTYhU8I9bXV8GK2/R8/h31dCkMOtdugolbTVcqFRhL0HLcK9Z5ED2imfK2P2/APQJG93bNj0RrILbkyWhR+jnTgGKNd2SLbIBf0ZDQgn4vXgs3CYXH+gbxL2ZnmcMpEwUfDHQESHQI+hktxTrWqMizMlFMwzvY4QgYqI2eCjv4zFDT8OatoljVO2SEOU4/4OePf0jnLQgz2TWA8vEUgTdOaVjUjcozxChn4Zdf/1Pcj/5l5ytsX4slq0CrgI+ZoJRzUalAK+T8OHK9lf5LGabErFONi37LfqXnm7VDLFT8GUhZgPj5l2ggURFXw+y5SAkN1gi2PFj+kZDeafRoUVAlIRv/BQqZTKUoe+ZypcKFuUQFWqYGp4yPwwhtY/+MPcNx+rHiin3/JjXI78fCWEZPjfRHr/MeaVovwV771YJalryO26KWRW2NYM/njDWB4lIGu8wDQsamCcaK5n4Ja1or+jvY8Sy4iWLBB43PBiULBmKOeqQKsckhcvhjBe4kzGo3JYskUSj0dAI9nWIQNwWNqzief49C5Gje/PkEYV8UngUaEJ2cMmGUXKdxI7z//X+cXbfUbimvNv422NNqxaM2wS2lo8Xt2E9ULlAgFBUkV65VQIUk6pXg6W15326F7JkX3N8tyt77j3+E4+nXuD/FkvDySguJ5AFqseTPPUGsng3MM7ylOUXlYzGmqvYJJsx0FjPVTXqIbQ/TKb7XkxoWnzefM2rvSOt4rSY3qLSRFP/7v0d0bljCnt9zKS5tCzyz4nVLrFUeLgGOSW6YwLlCiq2isoiexWvtC4ue+v7eddwYm3EkKCUpL2bjB6MVBHsJlCc5+41RbWhwJz0XXcysPgCgAuEcKPD7TuYAVg9gphNYfYDz8A20m2DURzHP+aW56HlaRYpJDfCf//X/ls7BrCJUwZJoMjQFqnSOmiC+lJmillqWtscDmSM3PigRS/QeCbUsT7cI2qZ0Gv45xvnUBDgoeyX+4U//S/w8Uxwbr+MahWovLmaaEQqBlJg1CjH3CALkmVvwP00mMI+DUkGhcOEv3aNJD5EGZZWBc4j3ssp4r0ZBmFmr1EfqYGmug/n4jL8RYbfmLbtXClcJJU/ds8VXSNSVLfjgexmXj4ZIb2qhRq18r6OsUJmrS8k4aEwdeoHT5+0UiyVaYOs7s7Tf3t69Hl/xethU3UbL9qQHX3lbpWJycR/Bcsl/q1nucZB7WoMvbGVpIDZtE4ULXBBC9W1vkcQq4YfknmTWT4m+JF53YZJamiyvtXasPR7pJ5KgIgnsS0J8VCqE64/5+xsErprnhAeRrxXGKUoxFZJSgaDWKSmzCH4u0aVK26T+1jNuLS86UgzTHoAKBdKCVlO6eIY3bLeQNMG/ezokjuA1LfBYT4ECUKDc5A0MJHkDelPwPZasmCWPhHSNtf3WYnvFelvrea2tEj3vkVbUpeQX9H/8PXuXugX4UpTGdvWYNXMHVQ4EeaSEmK2OjPsSk6LjOlxKDdsb+jyQsJligVZCgFAi3U5FYcoL8C5Sl6TAZr4/F9404TaityKbBJQOdKgJwDkApcCZAcbhG9AsVDFWIPQXed8oUHKBAPehwP05ZYpa5pSzYNy4qKTQ623Zr1wdOLfy+4BUHZSqOt+/ti0K+ey+SAqjJHBLdKiSYLNEQ5BiEkpKEu+j3N48gI96r5beUzzHOqG5fVKlsUvib5x/D/J9vSeWxg5CohpwGmRJWaeKIcZKpX3ovU2ffda6lKFqHN6yRAPY32w8ZzNR3YOVlHhZGaXjtkZzpGjlZ69dqF9lYb8UpXmvNu/Y7D38uvfuWrQY7nA/gMRoaG6fK/MVJYZnm4r1dmpjfSEuUaK3Lq13S+127BN9HkjYTLFAK6EfNJO3FjJ3PlU2bEjtiN+Ry5ylhitY/F2wNHLQIOIYj2F8vIVTGkZzDFW+fZAmABUw/GA3dkzChCAUvZ1/hbfzb1F4MG5MSkXBgkrvEfZTAhcw1tIr0jmXU8y2oD5pzoOyqdglCWFRyRCUi4zesbCo1/q3tfX1UssUvYZaGy0BuJknYqW17tGTHX0f0AJIMRvz7PqoMl7LtpZZJBu8g5M5QiziqIeoQGY0OJKYgCsJHIfpAw7TR/yOcwLtd0khWbLYcuv4noWOW803j8Sjx9CrY7XnnSj5i22v9IziMTyRDMDcQ5nGtxP/osGxsBa/4ljp6ADYON2ssSMoN/lFmw1oqzSoWVB3Uj7OIWCap+ac1YPAuIIYs+EreHuqSEgrp3QslIdKhadnoUUSi/gpQC42KhpWG4h1LWCu3IzmLQpDSZCZUyWM84XOAIOacUqqZacgQhh+XwK27fs3p8JcMwFJ3oqi16Fq1RHS7ZIaAVxZqHGZlyxELbjG4tV8nKT0QM6n556VUv9nFLULlZ1HAd8ZKd4Gxw/3fuFYGdU83kmyIipns7boXMGPjp+QMkVSRNd41vE8whjmBTb5cbhNuym+92vGuT/3mliU+6ZxvWSe4eMB23mUIN+53vdFaSxJkAx0rVjj5cB5p2V8Lo1bSgUuxUnR32hc47PFSXR0UGwaY6HtCIfzjyiAIkrWBc5dlviWPJgW26O/S1DWWxhVSB3p+3cm9Cs8p0nWThL8HalQLM6CB0qjy5RfJ70mY8+125a1tUbY0G6C4/QjCFLt9KZLgM+UWmLn+7QHuFMPj0jjYQLGFvEDUnrTLdBCixF/20CIegYai3ZT9AS2zAslYWOmeEtxF0xBqQHpk1I/eOap7BxC7BWnwLVwxzHRwRL4PkvPWznvSb0X+Hw/+1347VJ6yS0gZZ7ruC1qGQJLuNSgcolxSJyXcE1f6TWOnx88Vz+Dl+MZ+tixjE09FufhHcYheB7IgNJ2ygR3ALRWpc/lWAGB1kBck/53BwA2s6hjetnJHKMXwisRyYKQLON2lnYShY35op4K6WX9EPZDzwfl6desNJdMnJLFe8vJq8VaLlLXsgl1bpH2CoosuPljlit/r52EBnsC7Sx8Dt9DO3JxpBroM8c25rEZyeNSf0euz3D1DBPxpAaYzHyqiYI5sRC2ZAzKKJbk3UOvhSjIMqV3CnUreHs11JT+pXeIGhpwLmrNmFbL0Fbt7x2t/7V7KN6vwv7x2bn7CflIt8vn6evu3SM9L88Auo5SrPFiNJ+r0WOxxCi4+PwFj/zSvltDWoP2hr2MGR0NyftLJ/wM2PyuJX5hskj47CxJiPLB3ST4urDwcCtg3N6YYWkc3iKX2kZBIh/kuUeEBJRDSpma9pcDzaJQxITnyNFUvtDW2/h7LL7XipqXwCoDPw4/Z3n7bzUwSxQogHRfSs8MYE4NiVmjim3WF4K1ArUCB6M+wsm8z7Zj/0p9r0HygLRkcUK0BuRKqC2We5mg49jK7rDscTB2hGH6nHsPKs+Fewn4tjkUTPoAkz7kGZ9qQZ3Eg3mt1ZTPX5yv3dzeQhDoGLLd3RpVamLFW1fCJWPwWkzKx9hsQR/tWA8eNH0JFmPzhHmCIs4FK9aB1nebvk8tiQJu9f7tRUh+hvHlKbL7uF/PiO2yQkXrL6Ud5YuxzazT7RaumoVQhaBKPjmhQiEfR9tzcT/eDgoUJcFeEoCK16Q0DNMnHH/81+I+JfdrqZDYvYRHSlsqPYualTkTpFhwPlpwaxSreXvrrxsFumzxIN9n+5LFhf+n/ZwKtQ1mGaskT8+VE2ztfdvb5I2Kuo/DIpVtWXadmffnEi9eHLf5nAQAWWrqahssoxtvn3qsmjPbFDweS++9pKQuZUzbA65VEu4VqC6lat6CotixDJpw5VK03Gs+XuOxjUYLbENaA26Fvc3hW6GPjdfHplQoBS7SniwLZqSwSoML1KMW9yMVROfZWdjgtxNYPQTFIrdA5fQaHruhgVouORecBhtnx1atxnnA2a/vf4Ff3/+S79PoppVwa3c75U5zN2oWzBqeYSz61bhIUCqSdhMACaJP58npQtdcb4vCWjpmDZ3jllhDn9qD65vGRTmlgb8Z9P2nlClOkWu5lkxhQS9iuFfD9AmjOfpaGistUZS2weeFa+9vUahpeM6PXqDvJfh0WtFrIq6jDfSn2jhpQW2dXRMMjmN+7bivBW9zPIPRoKOjhs08FigIIO2Ju5KWXJF8n4wyQY8llJp0PqQzKHDawGRyGgCtbcA5nF6QzWMTtJ1CGlqmXND/1LPRaLEsXWtNeM2OIe7eWweCZRmggvIw38df82BPWYD6ErUE6Se4L4DsDeC4lC7U8sfrkNTAFxapX6upWq3Kwop2H61UAOTPF71vl1RdrnoDhbnFhfkH5yBfObuuVMwz0M3T20reC/p7af9HUHxuiZb3EBNLtELyHDwSe0/t++zga0ANLV691G6FEsXWphaFphZbdQnd7yujj6evge0Ui8ZFk+eJL7WD9BiA+aRSDvQ2cDp8j4HYMv84BZHnmaFUpG4hJEGh9L00QRWzVq20dt47dSR3T0uTMU7SxsoZaLKYE6Wrk3r8nXugrghIb73HtE4CLZAoKSD8umgfJVxE26pkw3p0ZpFLUVuAS8+odEyJMsiTB+D3SQ/wcfxDFpzbAp6Njn+X9s+UiYbMUPXz7/M5twoHh/GjanCh73Itq90j7oOUpY7HtXQh6XGg70Xrc+AGiBLFuKWN2RrQlYuOjohNqVAA7W5riXdPs6SgixRgmS6UAoJJoKhz2bFe0EjtxBoaik44mEPaFK9DEUoUojW+YNZWsJRPagAHPlNSqa170QHmLls9E6w4zuYt80IgWizTrZzVWvpZqd+07SVOO7dOJ6/UlL0//jfcqcHr1rDgifUuKvUs9ipsbgU53bRZpYjT58lTWpeUEkq3XNM/3tetoJ3N5rO9eDtKweLSfqfDd5LAImW2WhrLe3jHJSpa9u6EjyWKy1cYq/fArd77VUa9Rm/pYjtXvg+8xtMzvl/P2OeO9dgueBsF9kL6UA6kRQAk60Hp92w7t3IHhaFEu+LfJWEzKRtDsk1LiyX4bFe0Onfx+qTMVcz+rd0Ex/FH9Zj02/2UCi5kldLIImjqTgnS/a/tE7cxi+ZWngH+HPzxckYhURAllmteo0Sysl9jzVqjeOwZLVQgKXCbV79NY37ZG8CVCsQaBYB7QiRwj9a1UOBgsKesD3tBKx3TKQUn8y56JWpjdU/v9oyaRd7h0rOOXg2QvRwd26P0HorbCvPQ2rHb5Alnc8I17wCvFdMF9OfDV5oDNvVYUCubhFqaWC7g8UBg7rWIA1vN82HHuAClRWtf6TueQ9sJJj1k5+O1OLC4lY19qMeQSFxNq0ysOC726w6Th3YWjtMPcKDgZL41T7Cl5zHzBrB7yz/T57MseLZarHPraOu1xOfWmEvdC60FAWNR8byshsWzTU7ojUQBvUYjip9FJbPOi26lS/KMMLPzwNw7itukHPszmhQeS/ZdbdV0EL23jxIgsMieAwWT3tyxXcQeBaZZEpDCPJ3x/AvGqY52FI1QG9/Xqww/gnxRjcm40NOA88Kj0QtJXo6vdM82WzGa0i2yhblaLE4QQkqLfnaOICDSxbDEjcZ0lKDydqzOC7rRwcQFaAV5xqjSdUmTjQNV5X3fw93pQGWZcqTJEAUMyaK8RNPA35eem3isUPwPoE43yDN/XRbozDNT1WID1tC9sjYrFIrStiVO8VqFaq/glMDWgGuAuYECQI6FKhkXaGwRN0yUFJpLgtElUIt+a/G8W8EpBRbqHHQdM8J9jQVz6Tq/yn14FlwSe1Fsq6AsrPHAX4s9vF976EPH/rHp6tXy0omViskgpL/XLJy4oLdYQLFN3h56V4wdwWqBdhW9Il7YLMVVeGFkmtE2jD3DRNLuXjLZ3FK5wIl3KahVoqnxz6I3qXDMFqDKw6XKRCtq11hzq1e5uQ0xIpSa5qCsLKSMZ/sMKm2iE7FxT//z30vniJ/5/MI8n8U+oBIRjkcFp2bRzBQgbuQglcXp73PFaZ+K4FKBqF5AquOWENkGF66FawO9Z8eTNWDRs77wu2T1f9aYiY4OCZspFj5HfS7o07LoJRoUtQZuGfwoYeYBwaBvbcR+4OeaxTK2BYocZ3JBaS0VYmdo7X8t+HxLzIIq7ySUrXqOFyhSVMBcI2yWAmr3IqxyeiOtYl0zMkhtcLR6Shf3EZTGpawxLQqkuP+MTvW6QkWnTnRcgi0MUbeYA7c0kL3yuO/42tjU5MQXcEtiEhAxzLGkaAjWRimNJA38nv0+s3LU82WjVRKFHtpm7VhKfcqoU+Ci8CRBuwm+nf+W3ZtHpFVsDcSUjplth3mF8GeaNLfs6xqaF6d7icGukH/Hz0tBsHu4/1ypAJh7KGvHtbTP/y7q50K8RY0OtwY5LSsfd8o5GFgygGfHo9LFdrweLo1NqGUg2wOWlB99Y4NrR8fW2ESxUM6BsWfPuRUE/RLWWfLbu5qll8w8KNNMAFHOwjCdQkE8ObCzFLAp7ZdlrQleDClLkKooHo9ETcmQ4hmoEDyngmxvMeeZNrZaKG5t3Vfg4G36PVM4uXJRc9dz61tLppk9eCxoIgX8DiDHQvDjtkbxXILnQYEPXpbGb2yPv+/EI4HxGVIf0twkzQtdiOj42rhFfMJW2DL7W7Z27lDh6ei4FJsoFk4pmPQhBkxrN8WiaZn1vyBMtPCvYxEzYVCXCtdx5aLEi7fawBSq8qInhNI1pGOy40k1Ybp/yYI6qQF+HH/x++1wUsmC1cmfdnYm0JaCkO/d14uOXblAHOxn1RNVg7Fn+OXv/k94G38Tf5diLrjC0RI8urd3iY4BLDxIf8v2vcAI0SKESMkblmKCANK4pl7Q2jszm1dohfnCPEKfs1V6dRG/PWAPCuwz46vfv3sq09fea4kRsbqNlfN0j2XqeDbc5I11IKcojLQCQREoBVdKmaEkIP3IuLzGBBX68T+nLeFv2PYwnYqBuv7aDhlNQqJ4LClLtWDcGpRzN3eNFnPTM0oOpe6IwccLlLCL+rbBxE7bWoO//D//Ab6d/nrRuUZ9hL//F/8WPg5/WO5XQcmQlDj6t/d8+TSL1uL4qFAPW7cD+PkDq6jTdi95h9CDIfaBeUHX9HMrqsajnv3aPu/9PV2Lq4XVnRkD7oHSWtkyRi7FPTzoS/iKz7rj6+EmOQ2XArFLaRsd5LSE5poKylfpVrAsfGC7+J2mdUSq1GiO2TYp9aW/xtyrQfdZymJzKSTK0b1QE4DKudzNbP9nFSr+7l//u8V7j3QWKYh9bWD72mBu3Aff471Zui4ZD7QeDYA8vqteBDJOsT15n7IBA+cLOleU0tDyDFQt9Uy2wrMILc/Sz1a82vXcC2vW+E3Ot/Ng7o6OV8HmkgflVK/N+MKpClXlhFmufe2KQ/Qm1FAKHo+FvOgfExqa2rmRUrE3lKzo0uc1eGS++FrblNpSPB7aalvw80lVemuB3XQ7P24pm9E9IY1h6qFENFGaCsHUS8dGSlOBgimluq19puesvQ+tWaOeVdHu6LgGlyoV14yXreiiLX1fkxSlo+OVsLnHorTQtiz+dF8xlqIwmGn8BZ4HPQ0legJWzqbAQnF5BpvytfBCaiXUqRrPm46R0m9avBnS91r9hhK2oB6U2pAUpVLF3S1wybUsBXlf2u4twD0GuG3pGP6Zxyhwj8Il/ZL6Ej0kBXpmi2LpSO2LthiQ5xv7HR3XQExs0Di/XjpetpwTq/FgwvrSx3jHV8J2dSzAZ0AydsxoGNrZkHY251bTYEjNCsnVvBWodFD+fgqcTrBQFwK4xXGwJ29tXjgO+7dGyGzZnwrnj0gVOtgzfP/8J7DKwK/vf24+bk2fS5Wy+T6t513KnoTvCK9ivGaBeaSA3qIA1e45jr09gI5V5SwM9gxO+crzkuCO4x9TQdMxtCS00zo0HCVForQNs0K5QnuzczNPytLYf2bDwjNjL+mYOxJK45obSy55bpfUB2qFlLGvo+MrY1OpwykNVptYEA+tlbVgY4k6shT8iP9pYDYFBmtGT0ahMB7lQ6O3gqaDpP3JinoVrKVLufQVOBjsSfwtnSuc4c6TE16XVIGcYqn6M9+vpnhwGo9ybhZ8X3InlwQDHuPBlYoWLAXkbSmQlK4V7yevc1B7L6Qg770scnzcHMYfYKbyWODZ5DLlg3wvpnQtUBQ5DSuLicjmLbKtqhjkqadnQlGjAQKz6HXI2DrguysV+8EaT8UWz+2adpYMY1tiL3N3R8dabE6F4oL+aN4AIAVGU+9EiaZEhYJkMZwv2C355bFttJBOasgUDuNGmCAoFeRY2j7+1nIummVK6iv1zIjtKSXzr26MSQ/wt2//bHG/kjAvTbiZkN84AaMigO8LvRf3tAx5q7WsZG1JxcrfnzZ6VmkfTjHbi7cCYE5v+v3tT/G7ZKlsCZK/pA/cQ2HsGTD5A90HvRS871Kb2F8ao1Xqb+6dSe+B9+R0K3oJj/TmUjz6/K8CHi9165gwae2oZTPEPs62s/WIn4O2vYQlD0x/zzqeFZtJHrR2BbcM0v8tNStoGwB+gKMluyW9G1odD9MH/Pz7fwHjRhj1wdMuQoYZ7AfGYdA4jZi61p4XJzxq5YzF8YRjaEB4OVbk/p6KLVCrs+AVhDwVKr9OyYIke47uc29aA7DvEXxYuk81L8ae3iHq7aPbtmx/DZzSYOwZjtMPwOxdYmB3hWZVSqHckjQib2uueO/p2e0Rjxa2Hn3+VwGfO7fMDrXk1QWYr1mUWj1PDDOP61o6X8s47oHdHa+KzRQLL1grUXmggjfPWEODJXHfWXYomGdrapmIRvMGP779OdKc6DnxXFYZH18hKDy6UnWXgitSM842a6PVOlOasPaigLT0Ay2x9JgWXBuceyla85JrN8Gf/+n/WqS2bYHj9APept8BQH7+Lal/H4k5Z3q5RkVR+W58PjVYZaKRIZsXqIcyKCCzfi6k0pb6C1Ae81vVsOjYB5Rz8D7+dvNaQwB+fbrHeW6NkjEOYNsxUWuLGpNqAj+de7J1DfazLnfsD/eiuu7lHdyUCoWBmQCy8EADODHY+238HUZzzChKFOitoGgVLEoxGLS6rQIX6Teca30ONC7sR9YvQuPCwlkorEjgwafSZ/G4xgxJxYnwxq772nnxdy4E898Wg7AJLYnXFanVjaihGCjYqPRZZeAff/mfVp/3EiRP4Nx9v/f6IN7ztPQOW9BkHAJ4ihIfv/SZLaWjXu7THPxZlp4tpzOW3hmM9aql/6VePN+3fVB+ng0SFRDg/sqaUwo+zfe7nDe+/zuiPK5FcVyEdZE+V+2sV0Iq93ZpDlwK3i4p+vGzcKhTZcWo1L8+tr8WpILRr4xNr1YKlvaWvxGs0ilAmgjVyk1+fwWzLE8IaWEu0apoTAblP0c3Jym2RdtHAQD7xTETaIkSMqrjbH8Ja1JQLqEWzEwFUL7Yrp3Qlo4pBWVXrUMVhYK2gZCEy9gWqEzp4PvfCgf7eZfzAAD8INW6a54K48ZmGte9gNQhOh4RuF2qxk2fMx279LcsbmPBi8nnpBa07sczQSGuKYgI0IWQa/AoJQOF33vgFYQVviby7yXva+mZXvOMa9mnWg14PW6i45HYy/u1HRVKEBwQkx5mPGYFDow9w8fhD9GDIGVzQcskp0BQj4F2k7cOkpgMfi6ndOb5oEHa9D//rJyF4/g7vJ/+FttqRc2iSq+HX5tE90DrZ2pb5tYv8e1LcQ7zvs+zC3EaDp94a/1B4fBaq3oty1PJQyWh5n5fggIH76e/wXH8cdHxW4He34P9hD/+7T/Bt9Nf4+97mGQi/VGYG0rbtZvgrN8yhYPGL0UhhFEmKZCaSOcFbEs63+J1CO+KsWc4TB+Lx26Fvbi5t8RW17NkyLjXWDD23PQ+dciozcs20K3jvgtZAaXf1sa3tSYgicYyEqvR0QEQKPUvNm8vYTOTR2ssAvUicCGQewVo2w7kxR0HMdITYtVvmOeQ5xSo+TnmyoUKbY/mLU4arSlMpYDQpfukwMWaGrS/rdbT2A6xoCxNtty70RIMXIqb4NQOqf8latTWkKxh11oTMWvX396XM2gtgXoYrrkPyjkY9RF+++mfL2YdexRqFEkO9CDSYyVPY/V8Yd/ohawkjlijjEZjQGhvbGi/uc8L4xQzpd3LIn4P7EH53RKUPnspuqdqe9TWnFJGw0vuP3rQ7/UM+7uyf+wpO+O9sOkVL3GeuVUe/8+EALLNQapFIFGJRn3MimxRusSaBbgcPKZFBSheBwnclqhg1IsiCUZ43mTRt6kOB/m7xMJeElRqXoy1SPzXy6w01ygVS5OpRJ+7xppErVJb4O38Kxynj2BVX9fmbDEEBZ/D90A3VDdV2C7BUn0XAKIA8toQheNqgjz3XrVmfSr9zuekkoC/daKBmSczWL+exXvRGiP2SGx1L7e6FuPGi+aEZ0KJISBhzfpUoyBJWfVa22kR3Nd6UC7FK78XHTKeZb5HbE7S5ItvDVaZVK8AcuG7xbpPz4fHSHxsTndao3RQDj9AmYrDA7JV4I8v9Zlfr1UGPs130s71ltBaX2e/zTwNbQJqld8er6NsGb7Em1C18ArK2JoUsqLQKASTX4PRvF38bEvXvucsQ60VsXm9ida5oLYfL3gnxeqU5h7J+xktk8QowucAui/ddsl77pSCUR3i91vgFgHja+aaR2Fv42RPMVK3Al8DpXeklFr7Gmrbo5KZlHBJf/Y8x3fcDs/0rDf30UgcaFQyJjXMJhApMBsXcqmqbaa4SBZOVj2bFq1DXJL7HmlQNcurdA4ecFo7B92PBqhuSX3g93Vx/0aLY40etpS1ifPgt0Kr9ViKaalhq4X/ZL5lsQTXYi+CWgmlNLMxSxwVxokCcO34je2RMZbNTSVv5Qqrauv+q+ceyIWqVs73XrBEA1hKDPHId3rt+bd6HlbpWTzBV4N07dU0sCtjJ6T2lii/a9CamOSac3R8HTzbXHAX8pckHLcs5tK2zCsQBASezYnuL9KP1vK1Y5o7PVMY8DMVjNYEES+dd2uBW4ptKYEHjF+KpfNtdb8o1lLHsmxiGypy98BaxeiR4Jmcah4E+j/bRjwZdD8elyGev/H5Ls0hte28jTVe3EeidfHaSuBvoaM824LasR4z2eAGz7zV23EPIZ97HPo73vFquGlWqBZre21xri3CopdDECYkLwnfN7Nkcuso2Sa7a3NBiW4vcsMXhJvMW8GyW62xwl8DBQ5avS2PwlYCNbWaPyNy791OnxUvIkmUivid/FHPXWm8lJSREmbjs0F5kKhN9PvSWOa/V/cVhIwWrvc9LfulpA17w1aKTxf6bo/cU3nZ/b6EgiTRfkuB3C3H4/ZL+tPR8UrYTLGg9AIUD0oWOk73aWlb2sat77VzSUpP3IfRImil8GZlofCbpOxcKxDzY7fyLND2HpEy75ks73uGlBp4T6DzAudatyoLS4rGtYpiqzdiS6xJF106fqm9q/v3gPG5x3e4Y3ssBT9fm+hjSUlviVurtVfat6Pjq+FmfnlqkeSWQSoIL1EWahZBSQhpXfClHPoZD5vUx6D7UstrzaOylIGI/sbjRfhxYlwJE8J4LElpv2J/wWWB79ySvIRHKCKld2uvuKdQtqcFrhYDFfdhhokSOP2J/1bav8WbUWpbes/QsEG3tSj4S+ORW28zDjj3mghc8RblZA1mcR2g4vla3rFHKQWtQmPH4/EIT/EtlIJrx9kt2u3oeAS2TTcLyzEGfPG+lHN8CVc662shfkGia9ACfAocGDdGQWjzGAgm1Iv7cCGoIKzR/VvPjfvXLL5Zut0NheU1iuG9cG8BnRZxvPT8NJvKnhSMWQrYwlxwzTtw7bzQeg6AXEkw9hxTB9/yvDWh/tZW1KX3Sd8gAQOe96vjVvf20UhrWMOYfYL3gCviXSnouBX2/G5tqligcIACRMlqTn+rCa/VGIuFlJUcNQWgRGOiNSxo4T0pi03p2JaiXPz+4DFcgI8KTiNdpPbb7JwXCvV4zB5SJHJq3BqUnuW9Bm9UBrglX+ABL2GPFCgcCzWvW80bgZAE94dYPNk5J32As3mLaWeXvC4tv9GAU4DE9+bbOe1tS8VyTRuix2gnwuBe+iGhqT7DzgwuW6BFqdizV4yjptQv9fHae9Dx9bDn92JbxUIoJgcgC62SME+30f88A5N0XgAi/C+mOMzPQwvb8fNjRii8Lq5s8Ouk4GlU1ywOkiLEU2ZeipK3xbgR3sffYLAn8RjEJhmvGqkj94SC63KKXwraBr+3LZSORytFSygq7hcos3vKqsQVIZpyuXZdc0NCXRGQCoRRJYO3Ix3bglJcjnIOBntetJpvtdDt5b3dE/YsRFyCNZ6KZ8KlyvwzvvN7NGB17AObFcjjXopWSIXGlra5KOT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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "import matplotlib.cm as cm\n", "\n", "cmap = cm.coolwarm\n", "vlim = dr.max(dr.abs(grad_image).array)[0]\n", "print(f'Remapping colors within range: [{-vlim:.2f}, {vlim:.2f}]')\n", "\n", "fig, axx = plt.subplots(1, 3, figsize=(8, 3))\n", "for i, ax in enumerate(axx):\n", " ax.imshow(grad_image[..., i], cmap=cm.coolwarm, vmin=-vlim, vmax=vlim)\n", " ax.set_title('RGB'[i] + ' gradients')\n", " ax.axis('off')\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using latent variables (advanced)\n", "\n", "In more complex scenarios, scene parameters might themselves be the result of differentiable computations, then depending on other *latent variables*. For instance, the color of the CBox wall could be the result of the evalutation of a neural network, or some other procedural process.\n", "\n", "In this case, it is important for the gradients of those latent variables to be propagate to the scene parameters **before** calling `mi.render()`. This way, the computation happing inside the renderer will only be responsible for propagating the gradients further to the output image. Failing to do so will result in uncorrect gradient as the loop tracing will destroy the part of the computational graph that took place outside of the loop (e.g. here linking the latent variable to the scene parameters).\n", "\n", "In this example, we are simply going to parameterize the wall color using simple arithmetics and forward propagate the gradients properly." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Our latent variable\n", "theta = mi.Float(0.5)\n", "dr.enable_grad(theta)\n", "\n", "# The wall color now depends on `theta`\n", "params[key] = mi.Color3f(\n", " 0.2 * theta,\n", " 0.5 * theta,\n", " 0.8 * theta\n", ")\n", "\n", "# Propagate this change to the scene internal state\n", "params.update();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Dr.Jit exposes various [dr.ADFlag][1] flags to control how the AD graph should be affected by the AD traversal. [dr.ADFlag.ClearEdges][2] specifies that gradient values should be kept in all variables during the traversal. This is to handle the case where a scene parameter depends on another scene parameter. Without this flag, the first scene parameter wouldn't be considered as a *leaf* node during the traversal and its gradient would be set to zero instead.\n", "\n", "The following line propagates gradients from `theta` to the 3 channels of the `green.reflectance.value` scene parameters.\n", "\n", "[1]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.traverse\n", "[2]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.traverse" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "dr.forward(theta, dr.ADFlag.ClearEdges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As done before, we can now render the image and forward progate the gradients from the scene parameters to the output image.\n", "\n", "Unfortunately `dr.forward()` will overwrite the gradients of the provided variable, so it is necessary to use a different function in this situation. [dr.forward_to()][1] automatically propagates gradients to a specified variable after finding all possible sources by inspecting the AD graph. It does so without overwritting the gradient value in those which is what we need in this context.\n", "\n", "[1]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.forward" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "Bitmap[\n", " pixel_format = rgb,\n", " component_format = float32,\n", " size = [256, 256],\n", " srgb_gamma = 0,\n", " struct = Struct<12>[\n", " float32 R; // @0, premultiplied alpha\n", " float32 G; // @4, premultiplied alpha\n", " float32 B; // @8, premultiplied alpha\n", " ],\n", " data = [ 768 KiB of image data ]\n", "]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image = mi.render(scene, params, spp=128)\n", "\n", "# Forward-propagate the gradients to the image\n", "dr.forward_to(image)\n", "\n", "# Visualize the gradient image\n", "mi.Bitmap(dr.grad(image))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## See also\n", "\n", "- [mitsuba.ad.Optimizer](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.ad.Optimizer)\n", "- [prb plugin](https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_integrators.html#path-replay-backpropagation-prb)\n", "- [drjit.forward()](https://drjit.readthedocs.io/en/latest/reference.html#drjit.forward)\n", "- [drjit.forward_to()](https://drjit.readthedocs.io/en/latest/reference.html#drjit.forward_to)" ] } ], "metadata": { "celltoolbar": "Edit Metadata", "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }