{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from lbmpy.session import *\n", "from lbmpy.fieldaccess import *\n", "from lbmpy.advanced_streaming.utility import is_inplace, Timestep\n", "from lbmpy.boundaries import NoSlip, UBB" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Demo: Streaming Patterns\n", "\n", "Due to the abstract field access provided by `lbmpy`, it is seamlessly possible to support several different streaming steps for the lattice Boltzmann method. All supported streaming steps can be found in lbmpy.fieldaccess. Essential streaming algorithms are the two `Two-Field-algorithms`, namely the `Pull` and the `Push` step, and four variants of `One-Field-algorithms` (sometimes also refered to as `in-place streaming schemes`). These are called the [AA-Pattern](https://doi.org/10.1109/ICPP.2009.38), the [Esoteric Twist](https://doi.org/10.3390/computation5020019), and its two variants, the [Esoteric Pull and Esoteric Push](https://doi.org/10.3390/computation10060092) scheme.\n", "An essential property of these two categories of streaming schemes is that for `Two-Field-algorithms`, two copies of the PDF vector are needed (because the algorithm is not thread-safe), while the `One-Field-algorithms` only need one PDF vector. Thus they save about 50 % of memory. However, this comes at the cost of slightly higher complexity. The reason is that `One-Field-algorithms` are split into Odd and Even timesteps. Thus two variants of the compute kernels, boundary conditions, etc., need to be implemented. Usually, this states a more significant problem, but due to its high level of abstraction, lbmpy can generate special variants automatically and thus hide most of the complexity completely.\n", "\n", "\n", "Besides the six above mentioned, more `PdfFieldAccessor` classes are available. However, these are either not combinable with large-scale MPI-distributed simulations (e.g., the `PeriodicTwoFieldsAccessor`) or fulfill only particular purposes like `CollideOnlyInplaceAccessor`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us start by taking a visual look at the different variants." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Collide In-Place\n", "\n", "This special accessor essentially models the absence of a streaming step.\n", "Using it will lead to just executing the collision step on every cell and replacing local pre- with post-collision values." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "collide_only = CollideOnlyInplaceAccessor()\n", "visualize_pdf_field_accessor(collide_only)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Pull" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pull_pattern = StreamPullTwoFieldsAccessor()\n", "visualize_pdf_field_accessor(pull_pattern)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Push" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "push_pattern = StreamPushTwoFieldsAccessor()\n", "visualize_pdf_field_accessor(push_pattern)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Esoteric Twist\n", "\n", " [Esoteric Twist: An Efficient in-Place Streaming Algorithmus for the Lattice Boltzmann Method on Massively Parallel Hardware](https://doi.org/10.3390/computation5020019)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_odd = EsoTwistOddTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_odd)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_even = EsoTwistEvenTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_even)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Esoteric Pull\n", "\n", " [Esoteric Pull and Esoteric Push: Two Simple In-Place Streaming Schemes for the Lattice Boltzmann Method on GPUs](https://doi.org/10.3390/computation5020019)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_pull_odd = EsoPullOddTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_pull_odd)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_pull_even = EsoPullEvenTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_pull_even)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Esoteric Push\n", "\n", " [Esoteric Pull and Esoteric Push: Two Simple In-Place Streaming Schemes for the Lattice Boltzmann Method on GPUs](https://doi.org/10.3390/computation5020019)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_push_odd = EsoPushOddTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_push_odd)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eso_push_even = EsoPushEvenTimeStepAccessor()\n", "visualize_pdf_field_accessor(eso_push_even)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## AA Pattern\n", "\n", "[Accelerating Lattice Boltzmann Fluid Flow Simulations Using Graphics Processors](https://doi.org/10.1109/ICPP.2009.38)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aa_odd = AAOddTimeStepAccessor()\n", "visualize_pdf_field_accessor(aa_odd)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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dIgc4n+oQlO7ojUskEkF/fz9effVV9Pf3uz5DTPIsbFr75PbML3Qgfeutt3Dz5k2srKzoXmXkVIdhzKNXm6kGjI6OelabjVrYCC9mZVtaWsK1a9dw9epVzM/PG9ZmJ1MdIlNrs9vMz8/j8uXLuH79uuF5nNOpDkHpjt73hWrzK6+8gv7+fsPuISdInoVNa5+8qM2zs7N48803cevWLayurur+3l6nOoDHyQ6gne6o8TLpSdfCRrjVypYuyVHjVqpDaKU7ary8mmQUkxNutrKlS3LUuJXqEFrpjhovkx4z4+JWK5uZJEcNpzoMYw2tdEeNl0mPmdrsZitbuiRHjVupDqGV7qiRrTa72cqWLslR43YN0Ep31HiZ9Bi1sBFutbKZSXLU+JHqAD7IDpB4744ebktPupiccKOVzYrkEG6lOkTyvTt6uH1gTdfCRrjRymZFcgi3Uh0i+d4dPdyWHjMtbISTrWxWJYfgVIdhrKO+d0cPt6XHSm12upXNiuQQbqU6RPK9O3q4XZvTtbARbrSyWZEcwq1Uh0i+d0cPt6UnXQsb4XQrm1XJIfxIdQCfZCdduqPGLekx08JGODUrm4jkAO6nOkS6dEeNWwfWdDE54eSsbCKSA7if6hDp0h01bkmP3ixsWtt3YlY2UckBONVhGFHSpTtq3JIeMy1shFOzsolIDuB+qkOkS3fUyFKbnZAdEckBvKsB6dIdNW5Jj94sbFrbd2JWNlHJAfxLdQCfZAcwl+6ocVp6zLawEXZa2UQlh3A71SHMpjtqnD6wmonJCbutbKKSQ7id6hBm0x01TkuPlXGx08pmR3IITnUYRhwz6Y4ap6XHSm2228omKjmE26kOYTbdUeNnbbbbyiYqOYTbqQ5hNt1R47T0mGlhI+y0stmRHMKvVAfwYYICgtIdqyRPZDA6Oir0HmZicoJa2US4detW2okHjPAq1SEo3bFK8s2SVv6+6vcw08JGUFwuwrVr19JOPGCEV6kOUV9fLyQqyRMZmGlDSMZKCxshMv6KouDy5ctpJx4wglMdhrEHpTtWSZ7IQOSGaJHaLFoDbt68mXbiASO8SnUISnesklybp6amLL+H2RY2wk5tvnr1atqJB4zwugY4UZtfeeUVzM/PW34Psy1sBLWyWUVRFLz11ltpJx4wws9UB/BRdgD92V/MYGcWFpEvkeisbHZni/Eq1SGMZn8xg3qBNauYjckJO7OyiRxE1XiV6hBGM7OZgda2EikA6WZh09qW6ImOet0CETjVYRj72KnN9P0VOdZYaWEjRGdls1sDvEp1iEyszVahGmAHr1IdwmhmNjNQbRYh3SxsWtvyqzb7meoAPsuOaLoDPLZEERGw2sJGiJj3sWPHUFFRIfRF8DrVIUTTHSC2z4cPHxY62FiJyQlqZbPKqVOnUFpaKvS39TrVIUSvIAGxcTl+/LhQK6bIuFArmxWCwSDOnj2LoqIiob8tpzoM4wyi6Q4Q+x7v378fDQ0Nll8rUpuplc0qJ06cQDgcFq7NXqY6hGi6A8T2+ciRI6iurrb8WpEaQK1sVggEAjh9+jRKSkqEa7MfNcBubT5x4oSQCFhpYSOolc0KVJsLCwuF/rZ+pzqAz7IDiF1Boj9cc3Oz5e1ZjckJ0VY29QfZ6u/pdapDiF5BItGpr6+3vE2rLWyEaFweCoWEhcfrVIcQTXdIdESKnEgLGyHyPcvJyREWHk51GMY5RGvz/v37sWfPHsvbs1ObRWpAMBjEE088ISQ8Xqc6hJ3afOTIEaG6ZbWFjbBTm0WFx+tUhxBNd+j8sKqqyvI2rbawEaKtbLm5ucLC43eqA0ggO1bTnWAwiJqaGiHRAcRa2AjRVjY62bRygPIr1SGspjvBYBBNTU1CogNYj8kJO61soVAITzzxhOXX+JHqEFavIAWDQbS2tgqJDmC9hY2ws4hZTk4OTp48aek1nOowjLNYTXeCwSDq6uqERAcQa2EjRFvZ6GTTyjHOr1SHsJruBINB7NmzR/gCnd3aLIJobfazBojU5ra2NiHRAay3sBF2anNubi5OnTpl6bsmQ6oDSCA7gLUrSNFoFNPT0xgZGRHalmgLG/B4piirRKNR3Llzx/L0uX6kOoTVK0h0Y6rIFQNALCYntre3hVrZIpEIbt68aek1fqU6hNV0JxqNYmBgQOjKHGBvXNbW1iy3sgGxNOnGjRuWDuSc6jCM81itzZOTk8InUnZqczQaFWpli0ajuH37tuVpjf1IdQiR2jwyMiI0MQFgrwZsbm5abmUDxGqzX6kOYTXdiUaj6O/vx9zcnND2RFrYCJFWNiBWm69fv26pNsuQ6gA+Tj2txsq6O0DsQ/Lw4UMAsHwVKTc3NyWx2NraSvnQBAIB5OTkpBxQrF7NoYPp7Oys6Q+m36kOYWXdHSD2u969excALAtBfn5+yrhsbm6mXEEIBoMIhUIJ4xIIBCxf4YhEIpZnfPE71SGsrLsDxMbl5s2bQnF5QUGBqXGhMVF/ZoPBoOWrrTs7O7h69SrW1tYsjQunOgzjPFbW3QFix5ru7m4AsCwEWrXZbA2gx60QjUZx69YtSzOl+p3qEFbW3QEeX3A9evQoamtrLW0rLy/PVm22SiQSQVdXl6UlIWSpAVbW3QFi43Ljxg088cQTlu+nLSgoSBEWt2vzlStXsLa2Zvq1sqQ6gCSyA1hfd0dUeNrb21MWu7p69WqKaAUCAbS3twtH8rSPVkUH8D/VIUTX3RERngMHDuDAgQMJj73xxhspohUIBHDw4EFb6YqI6AD+pzqE6Lo7IsJz9OjRlMdeeeWVlIN5IBDA0aNHhdeiAsREB+BUh2HcRGTdHRHh6ejoQEdHR8JjV65c0RStjo4OWzVSRHQA/1MdQnTdHRHhOXToUMpjr7/+eopoBQIBHDp0yLJMqRERHcD/VIcQXXdHRHiOHTuW8phebT5+/DjC4bDp905GRHQAeVIdQJI2NkD/3p1gMKh7FYWER7SlzU3MiE4gEEj53WRJdQi9e3fSjcvdu3eFW9rcJJ3oUEqU/LvJkuoQev3B6cbl5s2bwi1tbpJOdGhckv/+slzRY5hsRe/enXTHmu7ubuGWNjdJJzp6NUCWVIfQu3cn3bjcuXNHuKXNTdKJjlFtlqkGiNbmGzduCLe0uUk60dGrzTKlOoBEsgOk9gfTH+vYsWMZJTxmRCc/Px9PPfVUyixtsqQ6hFZ/MM26dujQoYwSHjOiU1BQgKeffjplljZZUh1C694dmgjDqG9YRuExIzolJSV4+umnU2Zp41SHYdxHqzbv378/bW2WTXjMiE5eXh6eeuqplFnaZEl1CL3afOTIERw8eDCjhMeM6BQWFuLpp59OmaVNllSH0Lp3hybCMJJlGYXHjOhQbU6epU2mVAeQTHbU6Y56eumampqMER6zokNT+KmnpZYt1SHU6Y56eumGhoaMER6zonP27FkUFBQkTEstW6pDqK8gqaeX3rt3b8YIj1nROX36dHx8SHhku6LHMNmKOt1RTy9tpjbLIjxmRefcuXMoLCxMmJZatlSHUKc76umlGxsbM0Z4zIoO1Wb1tNSy1oDk2kzt4y0tLRkjPGZF58yZM/HaTMIjW6oDSCY7AOJ/oOR1dDJBeKyIjloeSHhycnKkSnUIuoIEIGUdnUwQHiuik5eXByBxHZ68vDypUh2C0h3qyVVPL50JwmNFdKhwqNfh4VSHYbyDanPyOjqZIDxWREctDyQ8OTk5UqU6hLo2J6+jkwnCY0V0cnNzASSuw5Ofny9VqkNQuhMIBFLuk80E4bEiOpQsqtfhkS3VASSaoIAoLy/Hc889p/lBoIOq3lSRdmZps4uI6BB0UAXEZi/xgqqqKt1xoZWy79+/rzsuorO02UVEdAg6qIrM9uYVDQ0NqKur0xyXvXv3AgB6e3t1x0V0lja7iIgOkZOTg/Pnz0s9LgyTbYTDYVu1WXSWNruIiA4RDAbja37Jeqyprq7WHRf6W+vdMG9nlja7iIgOEQqFcObMGalrQGNjI+rr6zXHpaWlBQDQ19enOy6is7TZRUR0iNzcXFy4cEHKMZEu2QGMp5CUMeGxIzqEzF9awmhcZEx47IgOEQwGM3pcZEx47IgOkQnjwjDZht3a7HXCY0d01M+R/VhjNC4yJjx2RIfIhBpgNC4yJjx2RIeQdVyklJ10yCQ8TohOtiCT8DghOtmCTMLjhOgwDCMnMgmPE6KTLcgkPE6ITrYgk/A4IToyk5GyA8ghPCw6qcggPCw6qcggPCw6DJP9yCA8LDqpyCA8LDqpyCA82S46QAbLDuCv8LDo6OOn8LDo6OOn8LDoMMzuwU/hYdHRx0/hYdHRx0/h2Q2iA2S47AD+CA+LTnr8EB4WnfT4ITwsOgyz+/BDeFh00uOH8LDopMcP4dktogNkgewA3goPi455vBQeFh3zeCk8LDoMs3vxUnhYdMzjpfCw6JjHS+HZTaIDZInsAN4ID4uOdbwQHhYd63ghPCw6DMN4ITwsOtbxQnhYdKzjhfDsNtEBskh2AHeFh0VHHDeFh0VHHDeFh0WHYRjCTeFh0RHHTeFh0RHHTeHZjaIDZJnsAO4ID4uOfdwQHhYd+7ghPCw6DMMk44bwsOjYxw3hYdGxjxvCs1tFB8hC2QGcFR4WHedwUnhYdJzDSeFh0WEYRg8nhYdFxzmcFB4WHedwUnh2s+gAGSI7iqJgcXFRc4D0MHtQ3djYMHyfsbExzMzMOCo6W1tbWF1dNf18WYlGo5bHxYzw3L59Gzs7O4bvMzg4iMXFRUdFZ3NzE2tra6afLyuRSMTyuJgRnhs3bqR9n76+PqyurjoqOuvr62m/pwzDeI9IDTBTm+/du4fNzU3D9xkdHdW9CCkqOru5NpsRnlu3biESiRi+z8DAgOFFSBHR2djYwPr6uunny0okEsHS0pKl15gVnnT09PQ4LjqZVJulvbSqKArm5+cxPj6OqakpRCIRHDlyBA0NDabfgw6qt2/fTvniBYNB1NbWpj0Q1tbWYmBgQHNARROde/fuYWZmBgUFBWhoaEB9fT2Ki4stvYdfRKNRzM3NYXx8HDMzM4hEInjiiSdQXV1t+j1oDO/fv685Lk1NTWm/cI2NjRgZGcHW1lbC43YSnZs3b2JpaQmFhYVobGxEXV0dioqKLL2HX0QiEczNzWFsbCx+AnD27FmUl5ebfo+9e/cCAHp7ezXHpbW1Vfe1dADds2cPxsfHU2TVTqJz/fp1rK+vo6ioKD4unKIyjD9Eo1EsLCwk1OajR4+ivr7e9Hukq811dXVpj9+1tbUYHBzE5uZmwgmcnUTnzp07mJuby/jaPD09jWg0ipMnT6Kqqsr0ezQ2NgIAuru7Ncdlz549uifd6vcYGRnB9vZ2wuN2Ep2bN29ieXkZRUVF8XEpLCy09B5+EYlEMDs7i7GxsXgKee7cOZSVlZl+j5aWFgCxi4la49LW1qb7WvpuNDc3Y3JyUrc2iyQ6165dw+bmZkbUZqlkJ1lwAMSvIgSDQUtXKQitgyqJzpEjRxAIBFBaWppi24FAAEVFRfGD5uXLlxOEx07rGu3HxsYGBgYGMDg4iLy8PGkPrsmCAzwel1AoJDQuWsJDorN///74uGhdzSksLERBQUF8XEh47Lau0e+xvr6O/v5+9Pf3Iz8/X1rxSRacQCBge1y0hIdEZ9++fQCA0tJSzM/PJ7yO/vZFRUU4e/Ysrly5Ej+o2m1di0ajUBQFq6ur6OvrQ19fX4KQynpwZZhsIVlwAPs1QK8219XV4fDhw/EasLy8nPA6qs1Ug69cuRIXHruta/R7ZGJtnp6edqQGaAkPiU5nZ2d8XLQuABcWFqKwsDBem0l47Lau0e+xtrYWr81qIZVNfJIFx4lx0RIeEh2SnZKSEiwsLCS8LhgMIj8/H4WFhThz5gyuXr2aUptFW9cURUmozb29vdKKj++yYyQ4TqE+qAJIEB0AOHDgAA4cOKD7erXwbG5uIi8vz7F7dOjDItvB1UhwnEItPAASRAcAjh49avh6tfBsb287eo8OHUxkEx8jwXEKtfAASBAdADh58qTh64uLi+MnIZFIxNF7dGhcWHwYxl2MBMcpkmuzWnQA4ODBgzh48KDu65OFx8l7dDKhNicLjlOohQdAgugAwLFjxwxfrxaenZ0dR+/RoRogm/gYCY5TqIUHQILoAMCpU6cMX09ic/Xq1XhtduoeneTaLJv4+CI7XghOMjU1NTh+/DgWFxexb9+++JfWLHQQffToEVpbW10ZOL8Prl4ITjINDQ0IhUJYW1tDS0uL5XEh4RkYGMC+fftcmYzAb/HxQnCS2bt3L3JychCJRNDc3Gz59SQ8IyMjaG9vd2UyAhYfhnEWLwQnGarNS0tLaGtrs1wDSHj6+/vR1tbmymQEMtVmtwQnmcbGRoRCIWxsbGDv3r2Wx4WEZ3BwEO3t7a5MRuC3+HghOMm0tLQgJycHiqJgz549ll9PgjM6OoqOjg5XJiOQUXw8kx0nBGd1ddXWQkrBYBAVFRWYn59HeXl5wiAvLCxgcHAQ6+vrqKioQEtLS8KAbGxsYG1tDbW1tVhbW7N1I3tyL6sWXh1cnRCclZUVW1+YnJwclJWVYX5+HuFwOKEneG5uLt6XXVVVhZaWlgShWV9fx/r6Ompra7GysiK8DwDSTooAeCc+TgiO3mw4ZqHPP42LuthNT09jeHgY29vbqKmpQXNzc0IxW1tbw+bmJmpqaizfkJmMmd+BxYdhxHBCcJyozeFwWLMGLCwsxO+braioQGtra4LQqGvz6uqqrQkGZK3NooKzsrKS9h4bI3Jzc5Gbm4v5+XlUVFQk1IDZ2VkMDQ1hc3MT1dXV2Lt3r25tTm5FtIqV2uy2+DghOMvLy7akiH6X5NqsKApmZmYwNDSEnZ0d1NTUxC9cEmtra9ja2kJNTQ0WFxeF9wEQq81+iY+rsuNkghONRjE6OorR0VHb+xWNRrFv3774Ddfj4+MJ946srq5ifHwc586di5+83rx5E2tra5avbmhhtV/T6YOrkwlONBrF4OCg0Gu13uvAgQNoamoCAAwNDSXcO0Ljcv78+Xixu3btGra3t30ZF6fFx8kER1GUeNRtl0gkgmPHjqG2thZALEIfHBxMGJexsTGcP38+LjyXL1+O99DbRXRcWHwYRhsnE5xoNIqRkRGhxbq13qujoyPeSjs2NpZw74i6BtAJ340bN7C+vp51tdlughONRjEwMCD0Wq33OnToULz1fHBwMOHeEXUNoNpM94b4WQOcEh8nExxFUeIt4naJRCI4ceJEfIKo3t5ejIyMxPeNxuXChQtx4XnrrbcAQIra7KX4OC47braombF7s9AfPRqN4sGDBwmGqigKdnZ20Nvbi+PHj8ef53Y8aQbRg6tbLWr0t3IC9SQU9PdPHpft7W309/fH+7hlGRdR8XGrRS0ajdpKddSob6jc3NxMEB3a1tbWFoaHh+P39ji5fTuw+DBMDLda1JysAYD52kz3jUQiESlqgBO12ckWNadrM43Dzs5OyqxgVJsHBgbi9z/LVputio9bLWpO12b1hFfDw8O6tZnu7VEURcra7Lb4OCo7KysruHLlSnz2pExgdXVVd1/txPJekHxw7e/vR0lJCS5cuJDwvIWFBVy/fj2jxmVpaUnzygPFtDKjFp9Hjx6hr68P4XAYZ86cSXje9PQ0bt++HR/HTGBhYUFzXKLRKKanpxMmMpAN9cG1t7cXPT09qKmpwYkTJ3zeM4Zxl+XlZVy9ejWjaoBRW3Im1ubS0lKcP38+4Xnz8/O4fv16RtWAxcVFw9psNNmT36jFh2pzRUUFTp8+nfC8qakp3LlzJ6PGJV1tNpqe2m+0anNtbW08bHACRxcVzc/Px549e5CXl4dgMOhITOY2dKOX3s8yAerJLS0t1bxhja5k5+TkZMzKuEZ/+0wbl/Ly8nhrnpqSkpL4BA3ZMC6Zsho2/a0rKiosrdvFMJkK1ebc3FyuzR6SrjYXFRWhqakpa2pzptQAdW2mmefUcG32Bzdrs6NHjNzcXHR2dqKjoyPeWzsxMYHt7W1pDbmwsBAlJSVYXl5O2D+aV15WqOWrpKQEjY2Nhguk5ufn48CBA9i/fz+Wl5fj4yJLzKxFaWkp8vLyUtbZCQaD8X5uGaFxKSsrQ2NjI2pqanRniCssLMShQ4dw8OBBLC4uYnx8HJOTk1AURdpxqaioQCgUStk/2ceF4v5wOBwfl0w5YWIYu+Tl5cVr88rKCiYmJuKL/8pam4uKilBcXJxyc3swGBSaIdIrkmuz0QKp6tq8tLSEiYkJ6WtzWVkZcnNzM64GJNfm2tpaXQkoKirKuNpcWVmJYDCYcePiVW12pdrTQkVOik8wGIz/cwL16rXHjx9HV1cXNjc3AcTiWJrFgqioqDA1U4sZ6G9gFSuCo0UgEEBZWRnKysocE59QKIRAIODIuNDnhv775MmT6Orqiv/dFUVBY2NjgvHT7HpOYHdczAiOFoFAAOFwGOFw2LGDaygUcuwKbjAYjPebB4NBnDx5EtevX4/vl6IoaGlpid8kCcTGxe4MPITouLDgMEwitCBkaWmpY+LjZG2m/SNOnDiBa9euxReOVhQFdXV1CbJTWVmJ6elp29sGnKvNRoKjRSAQQHl5OcrLyx0THy9qM90TpCgKmpqaUFdXF39NRUVFygKXotitAWYER4tMrc3UFqYoClpbW1FVVRV/TTgctj1zLZFJtTmg2Lyk8/LLL8f/+/nnnzd8Lq20KiI+wWAQBw8e1IwcnUBRFCwuLmJzcxOlpaWurp3S1dVluudYVHCsjouo+IRCIRw9ehQ1NTWmnm8VRVGwsLCAra0tlJeXu3pD+VtvvWX6BF1UcKyOi+jBNRQK4eTJkwiHw6aeb5VoNIr5+Xns7OwgHA67srYF8dprr2mu1q2F6EHUyrgwTCZg9VgjKj6hUAgHDx50rSVUXZvLyspcXTvl2rVrpi+eiQqO1XERFZ9QKIRjx44lXIRyEpqMant72/Xa/Oabb5o+QRcVHC9r86lTp1BeXm7q+VZR1+aKigpX1h4kXn311XhIkA6/a7OnlzndSHzMEo1Gcfv2bSwsLODs2bMpMkMGb8TExATu3r2LAwcOuNriZjfBsYobiY9ZIpEIrl+/jvX1dc2VrwOBACoqKgzfY3h4GA8fPsTRo0cTriw5jd0ExypaV5Wo6Lkdp+/s7ODatWuIRCKaK18Hg8GEq0VaPHr0CP39/XjiiSfSPtcOnOAwjD3cSHzMEo1GcevWLSwuLgrX5vHxcdy7dw+HDh1y7YIoYD/BsYobiY9ZIpFIvOPl7NmzmrW5srLS8D2GhobQ09OTsHSBG9hNcKziRuJjlp2dHVy9ehWKouDMmTNCtZmWjzh58mTa8ys7yFSbfTsj8FJ86GA6NzeHaDSKK1euJBxU19fXNRc+rK6ujt8wNTExgXv37kFRFDx8+BAAHBUerwVHDy/Fh0RnaWkJiqLg8uXLCcKzurqqeTWnpqYmHs0PDw+jp6cHiqLg7t27AOCo8HgtOHqoD64HDhxwVXzoYLq2tgZFUeLfFzqorqyspCzcFwgEUFNTE4/mHz16hIGBASiKgps3b+LEiROOCo9MB1GGySa8FB/R2qyuAbROnqIo6O7uBgBHhcdrwdHDS/Eh0aF7mc3U5uQaQOvkKYqCO3fu4OjRo44Kj9eCo4eX4rOzs4MrV67EF7VPrs3Ly8spC94Hg0FUV1fHx0W9Tt7169cdFx5Za7P/ewBz4iNK8sEUiPUZqg+q9+/fT5m2T1GU+AKXJDrq+f+dEB5ZBEcPM+IjOjZq0aG/69bWVsJB9fbt2ykLuSqKEj9okuiox8UJ4ZFFcPQwIz6i46IWHfUU2uqD6o0bN1LuX4tGozh16hQqKirioqMeFyeER9aDKMNkK26Kj5nafPfu3ZRlCBRFibe0Jy8IHo1GHREeWQRHDzPiY6c2k+jo1eZbt26lLOSqKAqOHTuGmpqalAXBo9GoI8Iji+DoYUZ87NRmEh16D63anLy2UjQaxenTpxEOh1MWBHdKeDKhNsu1N9AXn6mpKaHViJMPpgQdVJ966inNRZ7oYDc7O5sgOur3FhWecDiM7e1tKQVHDz3xmZ2dFVqNOFl0gNjBkg6qTz31lObiV7TA5cTERILoEHaEJxwOIxgMSik4euiJz9zcnOUeai3RAWLjQgdV+r4kX62iaWKHh4cTRIewIzzhcBibm5vSHkQZZjegJz5u1eann35aswZQbZ6ZmUkQHfV7iwpPeXk5dnZ2pBQcPfTER7Q2J4sOkFib9caFavP4+HjKguCAPeEpLy9HKBSSUnD00BOf+fl5y+d8WqIDPK7NV69exZNPPqmZJFG9HBoaSlkQHLAnPOFwGFtbWxlRm+XdMySKT2dnp6XXGh1M1e+fbkYMo5lMRIVn3759Ui++mA61+FhFT3TUmJmpxGjue1HhkXkxNDOoD65W0RMdNWbWG0g3LiLCc/ToUdPPZRjGfdTi43RtNjuDWLraLCI8HR0d6OjoMP182VCLj1X0REeNEzVARHgOHTpk+rkyYrc2a4mOGifGRUR4jh07Zvq5fuPooqKyYEZ08vLycO7cubQmWlFRgePHj+seWEl4RkZGbO93tpNOdAKBAAoKCnD27Nm0xa6mpgaHDx82HJe7d+9icnLSkX3PZtKJDl10SF5lWovGxkZ0dHQYjsvNmzcxOztre78ZhskszIiO2dpcWVmJY8eOGR5ruru7MTY25si+ZzPpRCcQCKCwsNBUba6trcXBgwcNx+XOnTuYmppyZN+zmXSiY6U2NzU1pa3N169fd2wpD9nIOtmxIjpm23yqq6tZeGxiRXTMtg7U19ez8NjEiuiYjaj37t3LwsMwTAJWRMdsm09NTQ0Lj02siI7Z9rHGxkYWHpuYFZ0zZ86YSnYAc7U5W4Unq2THDdEhWHjEcUN0CBYecdwQHYKFh2EYwg3RIVh4xHFDdAgWHnHcEB1itwpP1siOm6JDsPBYx03RIVh4rOOm6BAsPAzDuCk6BAuPddwUHYKFxzpuig6xG4UnK2THC9EhWHjM44XoECw85vFCdAgWHobZvXghOgQLj3m8EB2Chcc8XogOsduEJ+Nlx0vRIVh40uOl6BAsPOnxUnQIFh6G2X14KToEC096vBQdgoUnPV6KDrGbhCejZccP0SFYePTxQ3QIFh59/BAdgoWHYXYPfogOwcKjjx+iQ7Dw6OOH6BC7RXgyVnb8FB2ChScVP0WHYOFJxU/RIVh4GCb78VN0CBaeVPwUHYKFJxU/RYfYDcKTkbIjg+gQLDyPkUF0CBaex8ggOgQLD8NkLzKIDsHC8xgZRIdg4XmMDKJDZLvwZJzsyCQ6BAuPXKJDsPDIJToECw/DZB8yiQ7BwiOX6BAsPHKJDpHNwiOd7ESjUQwNDWFnZ0fzZ7KJDmFXeFZWVqQ+6d7Z2cHQ0JDm311G0SHsCs/i4iKmp6fd3EVbbG1tYXh4WPPvLqPoEHaFZ25uDnNzc27uIsMwKiKRCIaGhhCJRFJ+JqPoEHaFZ3l5WfrarFcDZBQdwq7wZEJtHhkZ0RQZGUWHsCs8stZm6WRndHQUDx8+xLVr1xKER2bRIUSFZ3l5GVeuXMGdO3ewtrbmxa5aZnBwEA8fPkRXV1fC319m0SFEhWdhYQFdXV24ffs2tra2vNhVy/T19eHBgwe4fft2wt9fZtEhRIVnZmYGN27cwM2bNzUvijAM4zwjIyN4+PAhrl69miA8MosOISo8S0tLuHr1Ku7cuYP19XUvdtUyAwMDePDgAa5fv55Sm2UVHUJUeObn53Ht2jWpa3Nvby+6u7tx+/btBKGRWXQIUeGZnp6O12atiyJ+IpXsRKNRPHr0CEAs6SDhyQTRIawKz/Lycrx4KIqCvr4+L3fXFJTqALGDPwlPJogOYVV4FhYWcP369fi49Pf3e7m7ptjc3MT4+DgAYHZ2Ni48mSA6hFXhmZmZwa1btxCNRqEoCoaHh73cXYbZlUQikfgxcGVlJV6zMkF0CKvCs7S0hGvXrsVrAJ2byMT29na8Ni8uLsaFJxNEh7AqPPPz8wliNzAw4NWummZjYwMTExMAYjWLhCcTRIewKjzT09PxcxAZa7O/ZzpJjI6Oxm1QUZS48OTn52eE6BAkPHRSlgwJz8bGBoaHhxMMeHp6GmtraygqKvJylw0ZHByMfzGj0WhceABkhOgQ9fX1AIB79+7pjsvdu3exurqKwcHBhM/i6Ogo2trapPldAODRo0cJ40LCs76+nhGiQ+zduxdA7EqY3rjcvHkTra2tGBgYiD8nGo1iYGAAzc3N0vwuDJONjIyMxL93VJuvXr2KvLw8zM/PSy86BAlPchJOkPCsr6+ntOxNTk5i3759KCws9HKXDRkcHIz/dzQaTRCeTBAdorGxEQDQ3d2tOy537tzRrAEjIyNobW2VujbTRbq1tbWMEB3CTG2+fv265rj09/ejublZmt9FmmSHUh31H1RRFKyuruoeTAH5RIcwk/Bo9T9Ho1Gp0h2te3VIeDJJdAgzCc/AwEDKuMiW7lCqoz5okvBkkugQZq4iqQ+mhIxXkBgmm6BUR6s2LywsZIzoEGYSHvXFLvXjMqU7lOok1+bFxcWMEh3CTMKjVQMAudIdSnWSa/Pc3FxGiQ6RLbVZmjMedaqjRk9yADHR2draSrkvRq/vf319HQsLCwmPlZWV6Q56MmYSHi1kSnfUqY4avX0XFZ3Nzc2Unmi9ns+1tbWUcSkvL0cgEDC1LTMJTzKypTvqK0dqjMZFRHQ2NjawsbGR8JjWdgFgdXU14bsRCARQVlZmelzMXEXSeozTHYZxD3Wqo8boWCMiOlo1wK3abCbh0UKmdEed6qgxGhcR0dGqAWZrs9UaYCbh0XpMpnRHrzbr/c1ERWd9fR2bm5sJj+mN/crKSsL/DwaDKCsrM70t0dosU7ojxdmBVqqTDtFE5969e5ibm0v75aMvkHoygWg0iiNHjsRPls2QTnj0tt3X14djx46Z3o4bGM3ApoWdROfWrVtYXl42NS4DAwMJV3Ki0SieeOIJVFVVmd5eOuHRgtKdAwcOmN6OG2ilOkbYSXS6urqwsbFhalx6e3sTHotEIjh37pyjB1Ut6ApSW1ub6e0wDJMerVTHCDuJzr179zA/P5/2WEPfd/VV42g0iqNHj6Kurs709tIJjxZ0rnLkyBHT23EDrVTHCDuJzq1bt7CysmKqBiR3P0SjUZw8eRKVlZWmt5dOePQYGBjA/v37TT/fDbRSHSPsJDpdXV3Y3Nw0NS49PT0Jj0UiEZw/fx6lpaWmt2enNre2tprejltI0caml+roYad1jU6II5FIwj8tkp8TCARQXl5ueZvpWtq0oHTHT/RSHS3stq5VVlZCUZS046L3HCsn1ES6ljatbY+Ojvo++4velSMtgsGgrda1ioqK+A2vRuOi9RzatlXSxeZa2x4YGOCZ2RjGYfRSHS3stq6Zrc16NUCkNqdradNicnLS95nZ9FIdLey2rvlRm9O1tCVDF6czsTaLtq6Fw2Fbtbm4uNjyNkVqc39/vxQzs/kuO1ZTnWAwiLy8POGWldraWtMfxmQKCgqE4+v8/HzTUS7g/707IqlOfn6+8LjU19db+vuoKSsrE+4/tirMft+7YzXVAWK/o5VirqahoUE4gq6qqhLertUWTtn6gxkm0xFNdezUZlGKioqE79sVqc1+3rsjkurk5+cLH8ft1OZwOCz8eRA51/Lz3h2RVKewsFC4RjY2NgqPaU1NjfB2rY6LLLXZd9mxmupEo1Gsrq6mrMNjlvz8fKGrzYFAIB6vWkU9vbQV/Ex3rKQ6QOIsbVaiZ6K4uFgoEQqFQsLjQtNLW9lfv9MdK1eOgMRZ2kTGxcq9UGrsjIt6emmzcLrDMM5iJdUBYt9BmkFV5EpuQUGB0H2qwWBQ+Fijnl7aCn6mO1ZSHeDxpAU3btwQqgElJSVCFxPt1IDk6aXN4He6Y7U2RyKRhGmprRIOhy2/BoiNS0NDg9Br1dNLm0WWdMdX2RG5VwdInJZa5OSmsbHRstUGAgFL/cCEqOgA/qU7VlMdwq7wNDQ0WD6xjkajQlcE1evoWMWvdEck1QHsCY/o515RFEv3UBEioqPepgxXkBgm07Ga6hCKomB5eVlYeERqs6IoQscoUdEB/Et3rKY6RDQaxcLCgrDwiNbmmpoay9sSER01fqQ7VlMdgqalFhGeQCAgdO6jKIqle6gIEdFRb9Pv2uyr7FhNddTQQVVEBkRa2URb2OyuJOtHumM11VFDB1WRA45IXC7awnbjxg1bnz0/0h2rV47URKNRTE9PY3R01PJrRVrZRFrYotHYejqiRY7THYZxBqupjhq7tdkqoi1sdmuzH+mO1VRHDU1/TIuQWkGkNou0sCmKIixkgH/pjt3aPDU1FV/M1goirWwiLWyRSET4IiQgR7rjm+yIpjpAzGiDwSBqa2vR3Nxs+fVWW9nstLAdPnwYxcXFwr2VXqc7oqkO8HhcGhoahP5eVlvZ7MTkhw8fRmFhofC4eJ3uiKY6wONxaWpqEroCarWVTXRcgsEgDh8+bKu/XIYrSAyTyYimOoSd2my1lc1OC5sTtdnLdEc01QESa7NIC5PVVjbRGhAIBHDkyBEUFBTYmq7Yy3RHNNUBHo/Lnj17hFIwq61soi1soVAIhw4dQl5eXsbWZt+mnhZJdQKBAAKBAKqrq9HR0WFrHZrGxkb09PSYOnCItvIAsZlMLly4gLm5OTx8+BAbGxvC9+54se6OSKpD41JXV2d7DYKGhgYMDAyY2gfRFjYgdgWxpqYG09PT6OnpwdbWlqVx8XrdHZErRzQuDQ0N2Ldvn/DifjS2ZlMh0RY2IDb+9fX1mJiYQG9vL3Z2dizf08fr7jCMOKKpTjAYRE1NDdrb223XZrPT24q2sAGx9PnChQuYnZ1FT0+PUG32ct0dkVRHXZvb29ttLb7e0NBg+vxAtIUNeFybp6am0NPTg+3tbcs1wMt1d+zU5sbGRrS1tdmqzbW1tRgfHzf1fNEWNiD2vVTXZqOZjLXwe90dX84GrKY6TkoOUVtbi4cPH5p6rp1Z2IDY/tOBVUR6vFp3R2QGNqckh6ivrzd9QLUzCxvw+EAhKj1erbsjsq6OE5KjpqGhARMTE6b+NnZmYQMQ33dR6eF1dxhGDJFUxynJIWpra1PW7NLDzixsAOLnFVVVVULS49W6OyIzsDklOUR9fT2GhoZM1SE7s7ABjy+w1dbWCkuPF+vuiMzA5oTkqGlsbMTU1JSpv42dWdiAx0mqqPT4ue6OL7JjNtVxQ3IIamVbXl5Ouw+iMbnWe4lKjxfpjlnJcENyCGplS16xORk7LWzJiEqPV+mO2StHbkgOYbaVzelxEZEeTncYRgwrqY7TkkNQK1vyqu9a23fyWCMqPV6kO2ZTHTckh6BWts3NTcPnOV0DRKTHq3THam12UnIIs61sdmZhS0ZUevxMdzw/EzCT6rgpOWrMtLLZaWEzek+r0uN2umMm1XFTctSYaWWz08Kmh4j0uJ3umEl13JQc9TbMtLLZaWEz2rZV6eF0h2GsYTbVcUty1JhpZbPTwqaHiPS4ne6YSXXclBw1ZlrZ7LSw6SEqPW6mO2ZSHTclR70NM61sdlrY9BCRHr/SHc9lxyjV8UpyCDOtbHZb2IywKj1upjtGBzCvJIcw08pmt4XNCCvS43a6Y3TlyAvJUWOmlc1uC5sRVqSH0x2GsUa6VMcLySHMtLLZbWEzwqr0uJnuGKU6XkkOYaaVzW4LmxFWpMftdMdMbXZTctSYaWWz28JmhBXp8Svd8fQsQC/V8VpyiHStbE62sBlhVnrcSnf0Uh2vJYdI18rmZExuhFnpcSvd0Ut1vJYcIl0rm5fjYkZ6ON1hGHMYpTpeSg6RrpXNyRY2I8xKj1vpjl6q47XkEOla2bysAWalx410Ry/V8VpyiHStbE62sBlhVnr8SHc8lZ3kVMcvyVFj1MrmRgubEWakx410JzlF8Uty1Bi1srnRwmZEOulxK91JvnLkl+Sot2/UyuZGC1u6/TGSHk53GMYcWqmOH5KjxqiVzY0WNiPMSI8b6U5yquOX5KgxamVzo4XNiHTS41a6o1ebvZYc9faNWtncaGEzIp30+JHueHYGoE51ZJAcwqiVzc0WNiOMpMfpdEed6sggOYRRK5ubLWxGGEmP0+mOOtXxW3LUGLWyudnCZoSR9HC6wzDGJKc6fksOYdTK5mYLmxFG0uN0uqNOdWSQHMKolc3NFjYjjKRHURRH0x11quO35KgxamVzs4XNCCPp8Trd8exTOTo6iu3tbQSDQSkkh9BrZfOqhc0ILelZW1vD5OSkY4VocHAQkUgEwWBQCskh9FrZvIrJjdCSno2NDYyMjDiW7tCFAVoIzm/JIfRa2WQZl2Tp2dra4nSHYQwYGRnBzs6ONJJD6LWyedXCZoSW9KytrWF8fNyxGjo4OBivATJIDqHXyiZLDUiWns3NzfhJtdO1WQbJIfRa2bxqYTNCS3q2t7c9TXc8q/4bGxuora2VRnLUaLWyed3CZkSy9PT29mJjY8ORv+Pm5mb8ZFoGyVGj1crmdQubEcnS8+jRI2xubjpyQN3e3kZTU5M0kkPotbJ53cJmRLL0DA4OYmtri2WHYTTY2NiIn0zLWJuTW9m8bmEzIll6+vr6sLGx4Ugtpdosi+So0Wpl87qFzYhk6env78fW1pZjtXnPnj3SSA6h18rmdQubEcnSMzQ0hK2tLU/OPT2r/p2dnV5tyjJarWx+tbAZQdLj5Enl4cOHHXsvp9FqZfOrhc0IOsg4KWHHjx937L2cRquVza8WNiNIevy+qsUwMuP2osh20Gpl86uFzQiSnurqasfe0+2FSu2g1crmVwubESQ9TsrxiRMnHHsvp9FqZfOrhc0Ikh4vk0C5/gI+Qa1shAwtbMzjVjZChpicSW1l43FhGMYNqJWNkKGFjXncykZwDZCD5FY2GVrYZIFl520aGxvj9itTC9tup6GhIX5iLVML224m+fshUwsbwzDZhbo2y9TCtttJrs2ytLDtZqjLhJCphc1vWHbepra2Nh7JytjCtlupr6+PH1BlbGHbrTQ0NMRvKpSxhY1hmOxAffImYwvbbkVdm2VsYdutNDY2xmuzjC1sfsF/hbdRt7JxHCsP1MrGrYVyQa1sPC4Mw7iJupWNjzXyQK1sXAPkglrZaCZXJgbLjgr6wnJMLhcNDQ1QFIVb2CSCWtlo0gyGYRi34NosJ3QyzS1s8qBuZeMWtsdw7qiivr4eubm53MImGXv27EFpaSm3sElGa2srqqurOSZnGMZV6uvrkZeXxy1sktHc3IyysjJuYZOMtrY21NXVcW1WwZ9QFbm5uaivr/d7N5gk8vPzOdWRkMLCQr4wwDCM6+Tl5XFtlhCuzXJSVFQk3ZpZfhNQ1BOlC/Dyyy87tS8MwzC+8/zzz/u9CwxjG67NDMNkE3ZqM2dcDMMwDMMwDMNkJSw7DMMwDMMwDMNkJY7es5Pp7R8LCwu4d+8eLly4kPE3dqlbGDJ9XL773e/it37rt3D16tX4vP6ZSjaNy/j4OEZHR3HmzBm/d8U23PLDZDOZfqyZn59Hd3c3zp8/z7WZcYVsGpexsTGMj4/j9OnTfu+KbZyqzZl91HCYsbExrK2tYX5+3u9dYVR86UtfQldXF65du+b3rjAqhoeHsbCwgLW1Nb93hWGYLGZsbAyrq6tYWFjwe1e8YWvL7z3IPiKR2L9dwPDwMObn57GxseH3rkgDy87bKIqCqakpALEDKyMH6+vr+Ju/+RuEQiF8/etf93t3mLfZ2trC8vIyAoEAJicn/d4dhmGylGg0urtq8+c/DxQUAP/1v/q9J9nD0hJw8iSwbx8wPu733rjK5uYmVlZWEAwGuTar4Kmn32ZhYQE0Md3MzAyi0WjGx+XZwPe+9z3k5uZiY2MD3/jGN/D7v//7Gd/Klg1MTU0hGAwiEolgbGwMbW1tfu8SwzBZiDrNmZ6ezu7a/PnPA//6XwOKAvzzfx577EMf8neftLh9G+jqSnwsJwf4wAcA2dbDW1oCLl4EHj6MJTvnzwNvvQW8vSBqtjE1NYVAIIBoNIqxsTG0tLT4vUtSwLLzNuPj44ioIs75+XleGV4Cvva1r2F5eRkAsLa2hmvXrmXFPSKZztjYWPz7srm5ibW1NZ7Xn2EYx0muzQsLC9m5MjyJzvp67P+vr8srPD/xE0B/P6CWzkgEKCsD3vMe//YrGbXobG7GHhsfz2rhGRsbQzQaBRDrjNnY2ODFeMFtbAASW9gAxK9WM/5CLWzExsYGt7JJALWwqeG4nGEYp1G3sAFZXJv/7M8SRYcg4ZGtpW1nJ7Zvq6uP/+XlAW+fZEuBlugAsX0fHwcuXIglaFkEtbCp4docwzPZWVtbk/ZGZnULG0GtbLKhKArm5+cTrnTZ4e7duxgZGXHkvZyGWtiISCSCb3zjGyljJQOKouDv//7vsb297cj7LS0tYUvSm1SphY2guFxGFEXB3NyclJ8ZhpGBtbU1rCefZEuC1oQE1MomG7Zqc02N/s9kFR6Z0RMdIicHqK0VfGu5a7O6zZ9r82M8k52+vj68/vrruH37tnTSkxyTEzLNykYfjLfeegvXrl3D9PS0I+/7sY99DK2trfj5n/956aRH3cJGUCubLCiKgm9/+9s4ePAgfuiHfgivvfaaI+977949vPrqq3jw4IF0B1Z1CxtBrWyyoCgKJiYm8IMf/ABdXV0pV7sYhonR09ODH/zgB7hz54500qNXm2WalU1RFMzOzsZr8+zsrPU3ee65WLpTWKj9cxYe86QTnYIC4OhR4PvfBwTu/717967UtTn5QgC1ssmCoigYHx/Ha6+9hq6uLqyurnqyXc9kp62tLT5z05tvvimN9CS3sBGyxOVqybl58yZWVlaQl5eHWsGrEsn89m//NoLBIP7kT/4EnZ2d0khPcgsbIUsrm1pyfvInfxIPHz7EgQMH8I/+0T9y5P3phv+RkRG89tpr0hxYtVrYCBnicrXk3L9/HxsbGygvL0dpaanfu8YwUkK1eWJiAm+88YY00pPcwkbIVJtJcm7duoWVlRXk5+ejxiilMeI972HhsYsV0SkuFtoE1ebR0VGparNWCxshS20myenu7sbm5ibC4TBKSko82b5nslNSUhK/qTAajUojPVotbISfrWxakhOJRBAKhdDR0eHYbDTPPPMMTp48ie3tbWxsbEgjPcktbITfrWxakrO6uoqSkhJ87nOfc2ymuNraWhQUFEBRFESjUWmkJ7mFjfA7LteSnEgkgmAwiM7OTt/2i2Fkp6ysDBUVFQBi32NZpMcovfGzlU1LctS12VYNYOERxwPRAYC6ujrk5+cjGo0iGo1KIz3JLWyEDLU5WXL8qM2eTlDQ2dmZ0uvvt/ToxeSE161sepJDhEIh1NfXO7rNz372syh++8svi/RotbARfrSy6UkO0dTUhHe/+92ObS8QCKCjowOhUCi+fRmkR6uFjfCjlU1PcojS0lKEw2FP94lhMo3kC2gySE+62ux1K5ue5BA5OTnO1GYWHut4JDpAam2WRXq0WtgIP1rZ9CSHKCsrQ3l5uWf746nslJSUxK8gqfFLevRa2Agv4/J0kgPA8VSHeOaZZ3DkyJGEx/yUHr0WNsLLVrZ0kgPA8VSHqK2tRV5eXsr++CU9Ri1shFdxeTrJAcCpDsOYpKysTPOigF/So9fCRnhdm40kB4AzqY4aFh7zeCg6RF1dXUrniZ/SY9TCRnhZm40kB/CnNns+9XRyuqPGa+kxamEj3G5lMyM5hBupDqFOd9T4IT16LWyEF61sZiSHcDrVIZKvICXvn9fSo9fCRngRl5uRHIJTHYYxj9GFNK+lx0xq43YrmxnJIRxLddSw8KTHB9EBjGuzH9Kj18Km3icvanM6ySG8TnUAH2RHL91R45X0pIvJCTda2axIDuBeqkNopTtqvJQeoxY2wq1WNiuSA7iX6hBa6Y4aL6XHqIWNcKuVzYrkAJzqMIxV9NIdNV5Jj9na7EYrmxXJAVxIddSw8Ojjk+gQWumOGi+lx6iFjXCrlc2K5AD+1WZfFhU1SnfUuCk96VrYCKfjcquSQ7iZ6hB66Y4at6UnXQsb4XQrm1XJIdxKdQijK0hq3JYeMy1shJNxuVXJITjVYRjrmL2g5qb0pGthI9yozVYkh3Al1VHDwpOKz6IDmK/NbkuPmRY2wunabEVyCD9SHcAn2TGT7qhxQ3rMtLARTrSyiUoO4H6qQ6RLd9S4JT3pWtgIp1rZRCUHcD/VIdKlO2rckp50LWyEU3G5qOQAnOowjChm0h01bkiPlbTGiVY2UckBXE511LDwPEYC0SHSpTtq3JKedC1s6u07VZtFJAfwtzb7IjuA+XRHjZPSYzYmJ0Rb2exIDuFFqkOYSXfUOC09ZlrYCDutbHYkh3A71SHMXkFS47T0mGlhI+y0stmRHIJTHYYRR+TCmpPSY7U2i7ay2ZEcwvVURw0Lj1SiA4jVZqelx0wLG2Gnlc2O5BB+pTqAj7JjNd1Ro5aewcFBy68328JG2InLr1+/Liw5gHepDmEl3VGTLD3/7b/9N8vvYbaFjbDTynbmzBlhyQG8S3UIK+mOmmTpmZ6etvweVlrYCJG4XFEUvP7668KSA3CqwzB2sZruqFFLz/DwsNDrvarNXV1dwpIDeJjqqLErPG+8AfyP/+He/tllagr43OcArZN/yUSHsJLuqEmWntnZWcvvYaWFjRCpzdFoFD/4wQ+EJQfwvzb7JjuAWLqTTEFBgeXXWGlhI0Rb2fLz8221WnmZ6hBW0x0129vbCAaDaGhosPxasy1shJ1WtoaGBlvtD16lOoTIFSQ1iqIgEAgICZPZFjZCNC5XFAV5eXm2vi+c6jCMfZy4wJafn2/5NSIpjWgrm91jjaepjhpR4Xn1VeCHfxj40IcAHxcMN+TjHwd+/deBd787UXgkFR3Afm2ORqMIBAJCwmS2hU29LdGLA3a/L36mOoDPsmMn3QkGgzh8+DDq6uosv9ZqTE6ItLIdPnwYtbW1QoXD61SHEE13AKCoqAh/8Rd/geeff97ya620sBGirWz/63/9L7zjHe9AoV7BMMDrVIcQTXeA2Gfp5MmTQgcbKy1shEgrWzAYxKlTp1BaWir0mff7yhHDZAt20p1gMIgjR46gtrbW8mtFa7OIJB09ehQ1NTW2arPXNSCOVeF59VXghReA1VUgEolJhWyMjwNf/Wps/37wg8fCI7HoEKLpDhD7LJ06dQplZWWWX2ulhY0QaWULBoM4ffo0SkpKMrY2+yo7gFi6Q6IjclXFagsbIRqXBwKB+IHf6u/pR6pDiKQ7JDovvPCC5e1ZbWEjRFvZcnNz8a1vfUtIeLxOdQjRK0gkOiInLyItbIRIXE4HfhHh4VSHYZxD5EIbiY7IRUirLWyEndosKjy+pTpqzArPr/3aY9EBgO1t4E//VL5051OfAujEfX09Jjzvepf0ogPYq82nTp0Suggp0sJGiNZmUeHxO9UBJJAdq+lOMBhETU2N8IFGpIWNEG1lCwQCOHTokKUvgl+pDmE13SkqKsI//af/VEh0AOstbISdVrbc3Fx8/etft/Q39ivVIaymO8FgEC0tLcISYLWFjbATl4dCIRw7dszSmMpw5Yhhsgmr6U4wGERtba2Q6AD21swRbWULBAI4fPiwpWOc76mOGjPC8//9f49Fh5At3aFUR926tr4eu8dIctEhrKY7wWAQra2twhJgtYWNcKI2W/muyVKbfZcdwFq6E41GMT09jf7+fqFticbkQCwVEmlli0QiuH79uqXt+pnqEFbSnbW1NXz5y1/GH/3RHwltS6SFjVhcXBRqZVteXsYP/dAPYWdnx/Rr/Ep1CKtXkKLRKAYGBoTn1xdpYSPW19eFZmXb2tqyPJ6c6jCM81i54EbJjMikQYD92iwiS5FIBF1dXZZO3qRIddSkEx6tCXispDsDA8Df/V3iP73j+s2bic/7+79/nNYYoU511KytZYToAGK1ub+/XyjNBMRa2IjV1VWhWdlEarMMqQ4A5Pi9A8DjdMfsbBT0IQGAtrY2S9sqLi5GaWlpwmNra2spB9lgMIjc3NyUq+hW0wcSnaWlJdMfTL9THYLSncuXL5t6/vr6Oj72sY8BAD760Y9a2taJEydSpqy+d+9eyheyuLgYtbW1CWlgKBSy/GVaXl7Gs88+i3v37mFT62Cqgd+pDlFbW4ve3l7T07tGo1HcvXsXACxfdS0vL09JWFZWVlIeC4VCyMvLQ07O40NKIBCwHOtvbW3hypUr2NjYMJ3syHLliGGyDUp35ubmTD0/Go2ir68PANDS0mJpW1q1eXV1NaVuBoNB5OXlpdRikdrc1dWF5eVly7XZ7xqQAgnPj/94LBExA6U7X/6y8fP+r/8LuHcPUP99taR0YwP4vd+L/SNWV4HvfQ/4oR/Sf3+tVMcICUWHqKurQ29vr2lpj0ajuHPnDo4ePWr5Hjetcx692pyfn59Qi4PBoOXP8NbWFi5fvmxJkmSqzVLIDhBLd+bn500fdESFp6WlJeUgfPXqVc2rQm1tbdizZ4/p905GRHQAOVId4rOf/Sze9a53mZ6eWVR4PvnJT+KTn/xkwmNHjhzBvXv3Eh4LhUL43d/9Xbz//e83/d7JiIgO4H+qQ9AVpHv37lk6qIoIz4EDB1Iee+WVV1LWBaBWzcrKStPvnYyI6ACc6jCMm3R0dODq1auWarOI8LS2tqK1tTXhsStXrmBxcTHluW1tbWhqajL93smIiA4gYaqjxqrwULrz8Y8DRuc5L7wA3Lqln+YQW1upwpKfD5w/b/w6vVRHC4lFB3hcm+/fv++68Bw8eDDlMb3afPjwYVs1UkR0AHlSHUCSNjZA/96dYDCom3CQ8Ii2tLlJOtEJBAKav5ssqQ6hd+9OUVGR7o39JDyiLW1ukk508vPzUVxcnPK7yZLqEHr37qT7vty9e1e4pc1N0okO/V7Jv5tMV44YJhvRu3cn3bGmr69PuKXNTdKJTrraLEsN0CQcBqzsn5l7d37yJwHBaZXxzDNASYn+z62mOqEQUF6emDJJht69O+m+L3fu3BFuaXOTdKKTKbVZjjPqt0m+d4dmXTt16lRGCY8Z0SkoKMDFixdTZmmTKdUhku/dKSoqwje/+U1885vfzCjhMSM6hw8fxvDwcMosbbKkOoRWfzDN7GJ0w62MwmNGdMrKynDp0qWUWdo41WEY90m+AEezrp08eTKjhMeM6BQWFuLixYsps7RJneoAj6eXtnKfpJl7dw4dAgSmEUdJCfCRjxg/x0qqA8Ta4l5/PTZLm1lB8hi92nz69GkcPHgwo4THjOiUl5fj0qVLKbO0yZTqAJLJjjrdUU8vHQ6HM0Z4zIrO2bNnkZeXlzAtdTAYlCrVIdTpDonOj/7oj+KFF17IGOExKzr/8A//gIqKioRpqWVLdQh1uqOeXrq+vj5jhMes6Jw8eRK5ubkJ01LLduWIYbIVdbqjnl66oqIiY4THrOhQbVZPSy19qqNeR8cqZtKdn/1ZwOoab9vbwI/9mP7PraY6xPq69MKjTnfU00s3NjZmjPCYFR2qzeppqWWszXKdVSOW7oRCoZR1dDJBeKyKDj1GwpOfny/tlaPPfe5zKC0tjYsOkQnCY0V06AZZWofnueeew/79+6VKdYhAIIDOzk7k5OSkrKOTCcJjRXToKpl6HZ5wOMypDsN4BNXm5HV0MkF4rIgOnaSq1+GRuTYDAN73PjHRAcylOyKtbOla2KymOmrW12P37fzBH4i93mXUtTl5HZ1MEB4rokO/h3odnoqKCqlSHUCiCQqIkpISvOMd79D8GQmP3lSRdmZps4uI6Kh/dvToUa92VYhLly5haWlJ82ckPC+++KLmDGF2Zmmzi4joELm5ufjOd77j1a4KUVtbq3tTIxXne/fu6X5fRGdps4uI6BChUAhnz571alcZhkGsZVSvNpPwXL9+XfdYIzpLm11EREf9s2PHjnm1q+L8+Z8Dv/IrQF+fvXRHb2Y2amUzK6zpWthEUx0gNulBKBRbMPWDH7T+eo+oq6vTrauNjY0AgO7ubt3vi+gsbXYRER0iFArh3LlzXuymZaRLdtIhY8JjR3SyBRkTHjuiky3ImPDYER2GYeRExoTHjuhkFM89B9y4AXzrW8Dx49ZnKjOT7lhpZUvXwiaS6uTnA0VFwL/4FzHp+tznABuzf/qNjAmPHdGRncza27eRSXhYdB4jk/Cw6DxGJuFh0WGY7EUm4dk1okMEAsDzz4tLT7p7d6y0shm1sFlNdbQkp7ra3GslRybhyWbRATJUdgA5hIdFJxUZhIdFJxUZhIdFh2GyHxmEZ9eJjhpR6UmX7pidlS1dC5vZVCeLJUeNDMKT7aIDZLDsAP4KD4uOPn4KD4uOPn4KD4sOw+we/BSeXS06akSkJ126Y6aVzaiFzUyqs0skR42fwrMbRAfIcNkB/BEeFp30+CE8LDrp8UN4WHQYZvfhh/Cw6GhgRXrSpTtmWtmMWtiMUp1dKDlq/BCe3SI6QBbIDuCt8LDomMdL4WHRMY+XwsOiwzC7Fy+Fh0UnDWalxyjdSdfKZtTCppfq7HLJUeOl8Owm0QGyRHYAb4SHRcc6XggPi451vBAeFh2GYbwQHhYdC6STnnTpjlErm1ELW3Kqw5KjiRfCs9tEB8gi2QHcFR4WHXHcFB4WHXHcFB4WHYZhCDeFh0VHECPpMUp3jFrZ9FrY1KkOS05a3BSe3Sg6QJbJDuCO8LDo2McN4WHRsY8bwsOiwzBMMm4ID4uOA2hJTyAAfO1r2umOXiubUQvbpz4VEx2WHNO4ITy7VXSALJQdwFnhYdFxDieFh0XHOZwUHhYdhmH0cFJ4WHQcRi09//t/A+fOAdPT2s/VamUzamFbWwN+5VdYcizipPDsZtEBMkR2IpEIZmZmNA9oepgRnr6+Pqyvrxu+z9jYGBYXFx0VnY2NDSwsLGieDGYSS0tLeOmll7Czs2P6NWaE5xd+4RewtLRk+D6///u/jzt37jgqOj09Pbhy5UrGj8v29jZmZmYs/R5mhOfOnTtp3+fRo0eOi87KygqWl5czflwYJtsQqc1mhKenp0fz2K5mdHTU8CKkiOisr69nRW0GAPT1AW+9BVj9XUh6Xn8dOHlS+zlarWxGs7B97WvikrOwAHzve+bW5pGcra0tzM7OWvp8mRWedPT29up+p0RFZ2VlBSsrKxnxfcnxewf0oIPo2NgY5ufnoSgKDh06hMbGRtPvQcLT1dWVckAMBoNoampCQUGB4Xs0NDRgZGQEa2trCQNqJ9G5f/8+5ubmEAqFUFdXh4aGBpSXlyMQCFh6Hz9YWlrCt7/9bXzlK1/BD37wA0QiEXzrW9/Cu9/9btPvQcLz4osvpshmUVERfv3Xfx1lZWWar41EIgCAX/zFX8TXvvY1DA8PJ8iWnUTnp37qp3Dr1i2Ul5fjp37qp/DTP/3TOHPmTEaMy/b2NqampjA2NhYXxTNnzqC8vNz0e9TX1wMA7t27p/l96ezs1H0tfTdaW1sxNTWFraQZd+wkOjdv3sTGxgZyc3PR0NCA+vp6lJSUZMS4MEy2oVWbjxw5Ej9+mIGE5/r165rHmj179qStq1Sb19fXU2qzaKJz7949LCwsZGRtTuGDHwSuXQPKyoCf+AngZ34mltY48btQKxslcOkWErXKwkKspe4rXwEuX47dQ/T3fw9cuuTcNjxia2sL09PTCbX57Nmzuuc4WtB5b3d3t+b3Zf/+/bqvpe9GW1sbpqensb29nfJ60UTnxo0b2NzcRF5eHurr69HQ0IDi4mIpvy9SyU7yQTQQCMRPbkVjNS3hIdHZv38/AoEAKioqsLa2lvLakpIS5OTk4OzZs7hy5UpceOy2rimKAkVRsLOzg9HRUUxMTCAQCEh7cE0WnNzcXKysrAAAysvLhaxeS3hIdH7rt34LAPCOd7wDc3NzCa/LycnBwYMHUVtbizfffBMXLlyIC4/d1rVoNBo/MH3hC1/AH//xH6OwsFBa8UkWnEAgEP+Mh0IhoXHREh4SnebmZgCxE5X5+fmE1wWDQRQWFqKgoADnzp3D5cuX48Jjt3WNvi9bW1sYGhrC8PAwcnJyWHwYxiOMarPosUZLeEh0Ojs747VZq/uipKQEubm58dpMwuNE61om1WZDotHYfTIzM8Af/EEsXSkocE58fvZngX//72PbMGphM0uy4OTkAKursZ+Vl1tPqHwkWXCcqM1awkOis2fPHgCx892FhYWE14VCIRQUFCTUZhIeu61rVJs3NzfjtTk3N1dK8fFddowOok6hFh4ACaIDAO3t7Whvb9d9fbLwOH2PDv2+Mh1cjQQnXXuBWdTCAyBBdADgC1/4Ar7whS/ovl4tPCMjI47eoxOJROIRrUziYyQ4TkXJauEBkCA6AHDs2DHD1ycfVJ28R4fFh2G8wYvarBYeAAmiAwAdHR3o6OjQfX2y8Dh9j46MtVmISARYWYn9c0p8fvInY61pgHELmxFGguPQeYZXGAmOU7VZLTwAEkQHAI4fP274+sLCwnht3tnZcfQeHdnFxxfZ8eIgmkw4HMbp06extLSEPXv2WP6jk/AMDg6iubnZtckI/Dy4eiE4ybzwwgv4zne+g6GhIXz4wx+2/HoSni9+8Yv4lV/5FVcmI/BbfLwQnGTq6+sRCoUQiUQstacQJDxjY2NoaWlxZTICFh+GcRY/anNFRQVOnTqFlZUVNDU1Wf7OkvAMDQ1h7969rk1GwOKTBLWyjY1Za2FjwbFFY2MjcnJyoCgK6urqLL+ehGdiYgItLS2uTEYgo/h4JjtOHESXlpZsnzTl5eVhamoKVVVVyMl5/OvPzMygv78fm5ubKC8vx759+1CsWmhrbW0Ny8vLKCkpSWnhsUry/Qx6eHFwdUJwXnvtNd0ZPsxSUlKCb37zm3j3u98dv49KURT8xV/8BT772c9iamoKzz33HH77t38bra2t8dfduXMH3d3dOHz4MP76r//a1j6YGVevxMcJwZmfn7ctqYFAAFNTU6iuro4fFBVFwfj4OIaGhrCzs4Pq6mq0tbUhPz8//rqlpSWsr6+juLgYMzMztvbBzHGCxYdhxHCqNts9acrNzY0fa9R1fnp6GgMDA9jc3EQ4HEZbW1tCbV5dXcXKygpKSkpS2p6t4nttvncv9s8JzPwtRMVHUYA/+7PHLWwvvQQ8+STQ0qK9HScE5/vfB2wspBknGATe8x5AUIqdEJz5+Xnb50wAMDU1hZqamvjnTVEUjI2NxVv7jWpzUVERpvVm2zOJldrst/gEFJv6+fLLL8f/+/nnn0/4mdNXiZy6OhyNRrFv3z60tbUBAIaHh9HT05Nw41coFMLZs2dR8nY0++abb2Jtbc2xQbH7d0h3cDUaFyPBsUpOTg6KioqEXpvM1tYWPv/5z+Of/bN/BgD4xCc+gc9+9rNYffugGAqFUFpaiuvXr8eFp7m5GfPz8458NiKRSHxbVgmFQigsLEwrPkbjYiQ4VgkEAo5dsaEbkOkqUnd3N8bGxuL7FggEkJubiwsXLsQTz//zf/6PI9um7dv5OwQCgbTiYzQuDJOJZGpt7ujoQMvbJ81DQ0Po7e1Nqc3nzp2LC88bb7yB9fX1rKjNaGuLTffsxN8zEnksFFYJhYDCQn3x+c3fBD7/+cfvn5MDlJbGpq3euzf2mJHgWCUvL7YvTrC1FVvg9Cd+IuFho3ExEhyrOF2bjx07hpqaGgCx1vOJiQnD2vz3f//3jn1XnKjN6cTHqdrseLLjZgzuZJxOjheJRFIOpvR4T08PTr499aKdQXUakatKbrWo7ezspJ0m2iyFhYXx321+fh6f+cxnEq5+RCIRLC8v41Of+hT++I//OL59UUFxEtHEx60WNUVRHPu+qE9kNjY2EkSHtrW9vY3BwcH4jG2yfF848WGYGNlUm3t7e3HixAkAMUGS4VgDOJD47OyIC4GTGCU+P/ZjwH/4D4mJzM4OsLwM/Nt/Czz7rPMtaltbsX9OUFIS+/3SbtKdFjWnazPty/r6eoLo0La2t7cxPDyccF+6262pZvA68XFUdpaXl3H58uWMmHOb0JqFjVhcXPRwT8RQH1xHR0dRUFCAixcvJjznH/7hH+JGTNM0u3UPjlN0dXUhPz8/JeqNRCL4u7/7O5/2yhxq8fnP//k/4/Of/zxOnTqFa9euJTxvamoKt27dQiAQiH9nZP/uLC4uah6AFEXB7Oys4fTUfpMsPoODg6isrMSpU6f83jWGcZWlpaWMW0NsdXVV92QnecYpGUmuzYWFhXj66ad93isB1OLzX/4L8IUvxFrBktnZiUnR178e+28g4+7BISYmJnDnzp2Mqs0LCwuGtdloEi6/SRafwcFBVFVVxcMGJ3D0zqTCwkJ0dHSguLgYwWAwI1Zhzc3N1f0QZ8qqy6FQCMFgEJWVlZonm0ePHsWnPvUp7Nu3Lz4FoezU1tamzAdPiNyU5welpaXIy8vDe9/7XnzqU59K+Xl5eXm8nzYYDGZEwmD0nVD3BcuMutVEff8Xw2QrRUVFXJt9gGpzVVWV1BeCTFFaGmsnu3Qp9r9aNDfH2tgKC4EMqQdaVFRUZFxtNpo0i2uzw8lOTk4OWlpa0NLSgo2NDUxOTmJsbCw+T74sUbOagoIClJeXp6yaHAwGsZd6TyWE4stwOIympqaUCRfUVFVV4dd//dfx67/+6+jv78ef/dmf4atf/SqGhoYAwJEb5ZxAHa0eO3YMHR0duHv3bsLjxcXF+NVf/VU/ds8UpaWl2N7exjvf+U58+MMfxjvf+U4UFhZqPjc/Pz8+7fnq6iomJiYwPj6Ora2t+JUOGVDvR0VFBXJyclJi8GAwGO+zlxH6vtTU1KChoQGVlZUZccLHME6QibW5sLAQZWVlWFxcTKnNmXCsqaioQGNjY8qECxlFaWlsAoLnnwd+7ueAF16ItbMdPQo8eJDYDlZUBPyn/wS8731ATw/w3/97LOkZH4+t+SNLymOihSsTa3NlZaVubc6Ec1m3a7Nrs7EVFBQ4enANBoPIyclx7IpOOByO//exY8dw8+ZNLC8vx2PLpqamhPnL6QYwJ9jY2BDqmbQiOHq0tbU5Kj7FxcWorKx0ZMrnYDCI8+fPx///d7/7XbzrXe9Cb28vcnNzsbm5iX/1r/4V3v/+98ef8+KLLzp2M/yjR4+ExM+K4OhRXFzs6ME1FAohNzfXkSIbCATiE3UEAgGcPn0a169fj89cpCgKOjo6UFlZGX9NbW0tlpeXbW8bQHwxX6uw4DBMKm7U5tzcXMu1SA91bT5+/Dhu3LiBlZWVeG3es2dPfL0RIHassTvjI7G+vi4kfo4JzvvfD/zN31h/nRb9/YDGgqxp0RKc5Hr2ve/FHu/tjT03Lw/4jd+IiQ4AdHYCv/VbsX9OiE9JCVBVBahm4RMmJwew0LqcSbX51KlTuHHjRkJt7uzsREVFRfw1NTU1whNSJZNJtdnV2di0ED24BoNBHDx4MOEgZ5VoNApFUXQ/ZKurq9jc3ERJSYluJLizs2P7oN7V1WV6ikxRwbE6LqLiU15ejq9//ev4MRurJ29vb2NnZ0dXEO7cuYPJyUmcOnUq4UurZmlpCWVlZcL7AACnT5+OLzybDlHBsTouogfXUCiEkydPJpw4WMXo+6IoCpaXl7Gzs4OysjLNzyTdiGn3+2JlanPRgyjPxsZkG17V5lAohIMHD6KhoUF4X2WpzdeuXTO9tISo4Hh2rLlwAXjrLXPPNSM4ySgK8NRTwJtvAv/n/wD/6B+l346o+JSXA3/1V7HFS13Cy9p86tQplJeXC+8rfS+1apuXtfnVV181ff+337XZ80VFnb6qZJZIJILr169jeXkZZ86c0UwiiouLE+bvT2Z4eBgPHjxAe3t7fNpqN3AiwbGK04mPWZaXl/HMM89gaGgIb731luZq2UePHsXRo0d13+OTn/wkPv7xj+NLX/oSPvrRj7qyn4AzCY5VnL6qZJatrS1cuXIF0WgU586dS+n5DQQChnKpKAoePnyI4eFhHDt2zNX7rDjBYRj7+Fmbu7q6sLKykrDcg5p0tXloaAgPHz5EZ2enqy1uWd+iZqWera4C16/Hpqn+q78yJztOJz4+4mdtponARGtzd3c3RkdHcfz4cdTW1rqyn4Bctdlz2VHj1cGVRGdpaQnRaBRXr15NEJ6VlRXN2V3q6+vjkkFr8QCxFASAo8Ljh+Do4ZX4kOjcv38fW1tbuHDhAt5888248HR1deGtpCtToVAIP/uzPxufZOGTn/wk/v2///dQFAUf+9jHAMBR4fFDcPTw6uBKokPjfPny5YSD6sLCQkoMHggE0NDQgGAwGBed0dFRAMDdu3cBODuxhEwHUYbJNryszV1dXVheXkY0GsWVK1cShMdMbaa1eACgr68PABwVHhYcHb7znVj72uYm8Kd/GpuO2sqN/Cw+liHR2djYQCAQMFWbg8EgGhoa4m2g3d3dGB8fBxDrmjl69KijwiNrbfZVdtSkO7iKfliSRYceUwvPgwcPUqbto+3t2bMnZdHRaDTqiPDIJDh6pBMfsytOJ6MWHYpB5+bmEoTnQx/6EB4+fJhQWBRFQVVVFV588cW46ND04evr644Ij0yCo4dbB1e16NB70AGWDqq3b9/WnCmvsLAQFRUVcdFRf1+cEB5ZD6IMk824JT7JokOPqYXn/v378TVOCEVREAgE0NTUlLLoaDQadUR4WHBM8JWvxNbWAWIpT1cXcPq02HulEx+n1tjxADdrM4kOgPgyCurafOvWrfjyImqKiopQXl4eFx3198UJ4cmE2izXmfXbaB1cJycnLd8EryU66p9dvXoVTz/9dPwDmDzjCwBMT08niA5hR3iqq6sBQFrB0UNLfP7yL/8SBw8etPQ+WqIDxL68c3NzOH/+PEZGRhCNRlNkqqysDIqi4Ktf/So+85nPxAsuYUd43v3ud6O5uVlawdFD6+A6Nzdnef+1RAdIPKheunRJc8FQ+gwPDAwkiA5hR3hqamqwtbUl7UGUYXYLTtbmZNFR/+zKlSvx9eL0avPU1JTmoqN2hKeqqgrBYDDzBQcA3vUuoKbGWcEhVlaAV155/P8p3RGVHTVa4vPSS8C+ffbf22P0arPV5T+SRYeg2qz+vujV5v7+/gTRIewIT3V1NXZ2djKiNkt/lq0+uFrBSHSAWNtNXl5e2sExmp9cVHj27t0r9VSAZlCLjxX0RIfIy8vD3r170wqg0edBVHg++clPmn6urKgPrlbQEx0iEAiYkiejvnpR4Tlw4IDp5zIM4w12arOe6ACxYw2tb2JEutosIjytra3Zs/bWb/+2+Guj0Zhg/NAPxaaaTkbdwgbEFhE1amW7fBloaIitw2MFtfhkOHZqs5boEGZrc1FRke7PRIXn0KFDpp/rN/JqmA3MiE5BQQHOnj2b9qS6rKwMp06d0j3wkvCQ9DD6pBOd/Px8HDp0CK+88kraKcafe+45fPOb39T9kpPw/NEf/ZEj+57NpBOdYDCIsrIyU6sZ19bW4tChQ4bfl7t372JyctL2fjMMk1mYEZ3CwkKcPXs2bapSXl6OkydPGh5r+vr6MDg46Mi+7wqiUeDP/xxobwd+7MeA117Tfp66hY2gVjYt/sW/AFpbgY98BBgednSXs5l0ohMMBuPfg3TU19fj4MGDht+XO3fuYGpqytY+y0rWyY4V0TFacVZNOBxm4bGJFdEx2xLxwgsvsPDYxIromG3paGhoYOFhGCYBK6Jjdj29iooKFh4nUEvORz4CDAwABw7Ekp1kklvYCGpl0+JTn4qtb/P1rwP797P0mMCK6JhtH2tsbNy1wpNVsuOG6BAsPOK4IToEC484bogOwcLDMAzhhugQLDw20JKclZXYIp6f+5x2Sxq1sCVDrWxaN+D/yI/EWtK2t4GNDZaeNLghOsRuFZ6skR03RYdg4bGOm6JDsPBYx03RIVh4GIZxU3QIFh6L6EkO0dQEvPvd2q/VamEj9FrZAoHY/Tx0TydLjy5uig6xG4UnK2THC9EhWHjM44XoECw85vFCdAgWHobZvXghOgQLjwnSSQ5gnOrotbARRq1sP/Ijsft21LD0JOCF6BC7TXgyXna8FB2ChSc9XooOwcKTHi9Fh2DhYZjdh5eiQ7Dw6GBGcgijVEevhY0wamVLTnfUsPR4KjrEbhKejJYdP0SHYOHRxw/RIVh49PFDdAgWHobZPfghOgQLjworkgMYpzqAcQsbYTQrm1a6o2aXSo8fokPsFuHJWNnxU3QIFp5U/BQdgoUnFT9Fh2DhYZjsx0/RIXa98FiVHMIo1UnXwkYYtbIZpTtqdpH0+Ck6xG4QnoyUHRlEh2DheYwMokOw8DxGBtEhWHgYJnuRQXSIXSk8opIDpE910rWwEUatbED6dEdNlkuPDKJDZLvwZJzsyCQ6BAuPXKJDsPDIJToECw/DZB8yiQ6xa4THjuQQRqkOYK6FjTBqZTOb7qjJQumRSXSIbBYe6WQnEomgr68PW1tbmj+TTXQIu8KzuLiIkZERN3fRFnNzc/i3//bfYkXjACqj6BB2hefll1/Gn/zJn7i5i7bY2NjAo0ePNL8PMooOYVd4pqamWIYYxkN2dnbQ19eH7e3tlJ/JKDqEXeFZWFiQujYDAE6dAn7u58QkB0if6phtYSOMWtkAa+mOGrX0dHYCf/EX1t/DI9LVZtlEh7ArPFNTU1LKkHSyMzw8jIGBAVy5ciVBeGQWHUJUeBYWFtDV1YUHDx5oyoQMfPrTn8a/+3f/Ds8880zCPsosOoSo8Lz00kt473vfi1/4hV+Qttj19fXh0aNH6OrqSvheyCw6hKjwTExM4M6dO7h7967miRfDMM6jrs3q753MokOICs/8/Hy8Nq+urnqxq2IcPqzfNmaGdKmO2RY2Il0rm0i6o2Z7G8jNFRMmj+jp6cGjR49w48aNlNosq+gQosIzPj4er807Ozte7KpppJKdSCSC/v5+KIqCjY2NuPBkgugQVoVnYWEB169fRyQSgaIo6O3t9XJ3TTE7O4v/8l/+CyKRCO7duxcXnkwQHcKq8Lz00kt4//vfj7W1NUQiEXz84x/3cG/Nsb6+HheBpaWluPBkgugQVoVnYmIC9+7dix8HMr79hGEygJ2dHQwMDEBRFKyvr8eFJxNEh7AqPPPz87h+/Tqi0ai0tTnO178O/ON/DBQVWX9tulQHsNbCRhi1sgHi6Q4Q2+eXXwbOnBF7vcusra1henoaQOwcj4QnE0SHsCo84+PjuH//fvz7Ilttlkp2hoeH4ydnauHJFNEhzArP/fv346JDzM3NSZfufOYzn4n/7Tc3N+PCkymiQ5gVnl/6pV+Kiw4AbG9v40//9E+lS3fUEXk0Go0LT6aIDmFWeB48eJAgOtFoFENDQ5zuMIzLJNdmEp5MER3CrPB0d3fHRYeYnZ2VN90JBmNJiojwpEt1rLawEela2UTTHRKd8+et75NH9PX1JdQpuqidKaJDmBWeBw8exEWHHh8aGpIq3ZHjL4rHqY764ELCk0miQ5gRnvHx8QTRocdluoJEqY76C7q5uYn79++ju7s7Y0SHMCM8f/zHfxwXHUK2dEed6hAkPJkkOoQZ4RkdHdU8Dsh2BYlhsglKdZJr8/r6ekaJDmFGeMbGxlJ+L9lqcwrBIPAHfwBYObabSXWstrAR6VrZAOvpTnEx8P/8P1KLjjrVIaLRKBYXFzXPlwA5RYcwIzxatVm2dCfH7x0g1FeO1CiKovm4qOisr6+nJCd6V4ZXVlZSPrSVlZWmTxRJeJLvpyC0HgMepzslJSWmtuMm6lRHjd7VCVHR6e3tRXd3d8Jjyzqx+dWrV1FQUJDw2I/+6I8iJ8fcx5mE58UXX8T6+nrKz5NFB3ic7nz84x/Hnj17TG3HTfRufNT7TImKzsrKSsrfSG8bi4uLCfIeCARQVVWFgFEhVdHQ0AAACVeI0m2XriC1tLRId1LFMNmASG0WER27tbmqqsr0iSIJT3J6Q+gd4yjdKRa918RNlpaAZ54BNCZ30iVdqgOItbAR8/OxVrbTp7V/TunOiy/G2t7SsboK/Mf/CBw4AHzoQ2L75DLqVEeNUW0WER0rtXlhYSHhuxQMBlFZWWm6Njc2NgIAuru7hWqz2XMzN/F/D6Cd6hhhJ9F58OAB5ubm0g4yJS/j4+MJjx0+fDh+UmaGdMKjt+3e3l488cQTprfjBlqpjhF2Ep0PfvCDuHnzZsJ4akWga2tr+OIXv4gvfvGL8cdWV1fxV3/1V3jhhRdMby+d8GhB6c6Xv/xl09txA61Uxwg7ic6tW7ewsbGR9vsSiUQwMDCQ8tjZs2dRXl5uenvphEePwcFBdHR0mH4+wzDp0Up1jLCT6HR3d2N+ft5UbR4bG8PY2FjCY0eOHEF9fb3p7aUTHr1t9/b24sSJE6a34wlLS8DFi8DDh7H2MTOYSXUA4NIlILlGXr0amxUt+f2am4GqqsePBYNATY3x+1O6c/euuf1eXwf++T+P/bdkwqOV6hhhJ9G5ceMGtra2Er4vWhcf6Pw6+bFz586hrKzM9PbSCY8WlO60t7eb3o5bSJGX6V050sJu61rN21+8SCSS8E8LredUVlZa3ma6ljYtZLh3Ry/V0aKgoMBW69p73/teKIqCxcXF+D+t/uidnZ2E5ywuLiIUCuHixYuWt5mupS0ZWe7d0Ut1tLDbulZVVYVoNJr2+6IoSspzQqGQ0GchXUtbMnzvDsO4g9XabKd1rbq6GoB4ba6oqLC8zXQtbVpId++OiOgA5lIdAPit3wJefTXx3969qc8LBoFPfzrxef/wD9rPVSNy7w4Jz3/9r+Zf4wF6qY4WdlvXqqurU2qz1rb1arNI51C6lrZkZLp3x3fZsZrq2KWmpsb0wTuZ4uJi5OfnC2/bbGQI+N8fbDXVAWK/n5XfUc2P//iPC70OAC5evCh8b5DVffb73h2rqQ4hOi4NDQ3C9/dUV1cL9x+L7K9M/cEMk+lYTXXsUldXJ1ybS0pKbNVmK/hdmxNIJzr5+UB5eeqkBWZTHa/Qu3enuBjQuxgpmfBYTXUA8boMAPX19cK1uba21rPaLMu9O77LjpUrR0DiLG1aC4+mIy8vT+jEOBgMxmM8q6inl7aCn+mOlVQHiN3Do56W2iptbW1obm62/LrS0lJ85CMfsfw6APje976HF198UfMeHT38TnespDpA4ixtIictpaWlQgfFUCgk/H1Jnl7aDJzuMIyziNRm9bTUVsnLyxO62mynNqunl7aCFOmOGdE5ehQYGgLe855E4TGb6niFVrpTUgL83d8Bf/ZnGSE8VlId4PEsbcnr8JilvLxcSJZCoZClWzHUqKeXNoss6Y6vsiOa6tgVnqamJssncIqioK6uzvK2REUH8O8KkkiqAyROSy0iPB/5yEdSJh5Ix9bWFt7znvdY3paI6BB+pTuiqY4d4QkEApb64NWItJWIiI4aGa4gMUymI5rq2BWexsZGodpcW1treVuiogNIkO6YFZ1/+AegrCw2KxoJT3GxXKkOoU531NNLv+c90guPSKoD2BMeO7U5HA5bfo2I6BAypDu+yo7VK0dq6KD66NEjy68VaWUTbWG7ffu2kOgQfqQ7VlMdNZubm7h16xY+97nPWX6tSCubaAvbBz7wASHRAfxLd6ymOmrooDo6Omr5tSKtbCItbDRnv53fkdMdhrGPX7VZpJVNtIXt9u3btlr0fEt3rIgOJSWhUEx43vve2M9kSnWIQAD4/d8HamtT19GRXHispjpqotEo5ubmEibcMItIK5tIC1skEsHdu3dt12Y/0x3fZMfOvTqBQADBYBBNTU1oa2uz/HqrrWx2YvITJ06goqJCuD/S6ytIoqkOEJuNraioCP/yX/5L/NIv/ZLl11ttZbPTwva///f/xrlz54SnEPU63RFNdYDY5zcUCqGtrU0ovrbayibawhYMBnHy5EkUFxfbWgfI7ytIDJPJ2LlXh2rznj17hGuzlVY2u7U5HA5nTG0GICY6RCgEfOMbwJtvypfqED/8w8DkpPY6OpIKj2iqAzyuzfv27RNKaay2som2sIVCITzxxBO2arPf6Y5vsiNy5YgOpI2NjXj66adx6NAh4ZsSrbSyibawAUBZWRlOnz6NM2fOCEuPl+mOSKpDkvNLv/RLGBoawu/+7u8KzVoHWGtlE21hA4BLly7hrbfewne/+10h6fE63RFJdehA2tLSgkuXLqG9vV1ovnuRuFykhQ2Izf524cIFHD9+XOjAyukOw9jDTm3es2cPnn76aRw4cEB4oW8rrWyiLWxA7ETxzJkzOH36tLD0eJru2BGdbEFC4RFJdag2t7a24tKlS9i3b59ntVmkhQ2IdWtcuHABx44ds1Wb/Up3fJEdkXV1nJIcwkorm91Z2AB70uPVFSSRdXWSJadKPce+AFZa2ezMwkY888wzwtLjVbojsq6OE5Kjxkorm51Z2IDHi5HakR5OdxjGOiLr6iRLjt1aaaWVzYlZ2OxIj2fpDovOYyQSHpF1dZyQHDVWWtnszMIGxL7vdqTHz3THF9kxe+XIDckhzLay2YnJtRCVHi/SHbOpjhuSQ5htZbPTwqaFiPR4le6YTXXckBzCbCubnVnYkhGVHk53GEYMq7XZSckhzLayOV2bRaXH9XSHRScVSYTHbKrjhuQQZlvZ7MzCloyo9PiZ7nguO2ZSHTclR42ZVjY7LWxGWJUet68gmUl13JQcNWZa2ey0sBlhVXrcTnfMpDpuSg5hJS4XbWEz2raI9HC6wzDmMZPquCk5asy0stlpYTPCqvS4WptZdPTxWXjMpDpuSg5hpTaLtrAZbduq9PiV7nguO0ZXjrySHMJMK5sTLWxGWJEeN9Mdo1THK8khzLSyOdHCZoRZ6XE73TFKdbyQHDVmWtnstrAZYUV6ON1hGGuYqc1uSw5hppXN7YVErUiPK+kOi056fBQeo1THC8lRY6aVzW4LmxFWpMevdMdT2dFLdbyWHCJdK5vTMbkRZqTHrStIeqmO15JDpGtlc7qFzQgz0uNWuqOX6ngtOUS6VjYnW9iMsCI9nO4wTHr0Uh2vJYdI18rmZW02Iz2O12YWHfP4IDx6qY7XkkOka2VzsoXNCLPS40e646nsJF858kty1Bi1srnVwmZEOulxI91JTnX8khw1Rq1sbrWwGWEkPW6lO8mpjl+SQ5iJy51uYTMinfRwusMw5tCrzV5LjhqjVja3WtiMSCc9jqU7LDrW8Vh4klMdvySHMFObnW5hMyKd9PiR7ngmO+pURwbJIYxa2dxuYTNCT3qcvoKkTnVkkBzCqJXN7RY2I/Skx+l0R53q+C05aoxa2dxsYTMinfRwusMw+qhTHRkkhzBqZXO7hc0IPelxpDaz6IjjkfCoUx2/JUeNUSubmy1sRhhJj9fpjme//fDwMCKRiDSSQ+i1snkZkxuRLD2BQAAzMzOOpTuf+cxnsL6+Lo3kEHqtbF62sBmRLD0A8LWvfc2xdIdSHVkkh9BrZfOqhc0ILelRFIXTHYYxQF2bZZAcQq+VTZbanCw9gUAA09PT4ukOi459PBAeSnVkkRxCr5XNqxY2I7Skh2THq3THs9GJRqNoamrCvn37fD+IJtPU1ISVlZWEWNKPFjYjSHqWlpbQ29vr2AckGo3iV3/1V/Frv/ZrvgtOMh/5yEfwiU98IuFeIj9a2Iwg6Xn11VfxyU9+EktLS468byAQQFtbG1paWnw/iKqhuHx4eDjlZ162sBmhlp65uTkMDAxgZ2cHubm5fu8aw0hHNBpFc3MzWltbpavNjY2N6OnpSanNXrewGUHSs7i4iL6+PrHazKLjHCQ8P/7jMblJhoQHAD70IctvHwwGsW/fPuzdu1fK2qx1wdXLFjYjSHqqqqowOzsblx0v/o6ejdS+ffu82pRlampq0N3dnfCYny1sRpSVleHUqVOOvd9/+A//wbH3cpof//Efxyc+8YmEx/xsYTPi0qVL+Nu//VvH3u/w4cOOvZfTNDQ0YGxsDJFIJP6YXy1sRpD0yCbxDCMT7e3tfu+CLnV1dXj48GHCY362sBlRXl4uXpu/8AWguxvQSqBZdKxjRng+8hHggx8ELNatI0eOOLSTzlNfX4/x8fGE2uxXC5sRJD3V1dWebVOuv4BPJLeyyRKT73aSW9lkaWHb7SS3ssnQwsYwTPaR3MqWtbX5//6/gY4OIC8v8fFMEh3VCbYUGLW0FRYCX/yiZdGRneRWNhla2GQhu0baBupZ2WRrYdvNqGdlk62FbbeiNfOLLC1sDMNkF+pZ2WRrYXOMcBh4/XWgvf2x8MgsOu96F9DamvivqQmQrSNBS3gKC4HPfx746Ef92y+X0KrNsrSw+Q3LztuoZ2WTtYVtN6KelU3WFrbdiHpWNhlb2BiGyQ7Us7LJ2sLmCMnCI6voAMDv/z7Q35/478EDoLPT7z1LRS08WSw6hHpWNhlb2PyC/wpvo25ly8qYPEOhVracnBxuYZMIamULBAL8fWEYxjXUrWxZf6wh4fl//195RScTec97gO98B/jGN7JadIDHrWyBQIBb2FSw7KhoamoCAG5hkwySHG5hkweKy4PBILewMQzjKiQ5WdnClkw4DPyrf8Wi4zTPPQe8731+74XrqGszt7A9Rp558ySgrq4OBQUF2RuTZygf/ehH8eSTT3ILm2S0trairq6OY3KGYVyloaEBRUVFXJsZxgRtbW1x4WFisOyoyMnJ4WlqJaSqqgrPPvus37vBJJGfn88nHwzDuA7XZoYxD9fmVAIK3fknyMsvv+zUvjAMw/jO888/7/cuMIxtuDYzDJNN2KnNnHExDMMwDMMwDJOVsOwwDMMwDMMwDJOVOHrPTqa3f8zNzeHOnTt4+umn4/OUZyrqFoZMH5fJyUn09PTg6aefTlgdOBPJpnEZGRnByMgILly44Peu2IZbfphsJtOPNbOzs7h79y4uXryY8TddZ1MNmJiYQF9fH5566imuzRIxPDyMsbExnD9/3u9dsY1TtTmzjxoOMzY2hq2tLczNzfm9K4yK0dFRbGxsYHFx0e9dYVSMjIxgZWUFq6urfu8KwzBZDNdmORkdHcX6+jqWlpb83hVGxcjICJaXl7G2tub3rkgDy87bRKNRTE9PA4gdWBk52NnZwcLCAgBgfHzc351h4mxubmJ1dRWBQAATExN+7w7DMFmKujZzDZAHdW3mGiAPGxsbWF9f59qcBMvO28zPz8f/e3Z2FpFIxMe9YYiZmZl4PD45OQmbkwcyDjE1NYVAIABFUfgEhGEY15ibm4vXgOnpaUSjUZ/3iAFiY0EthRMTE1ybJWFychIAuDYnwbLzNuPj43HBCQQCHJdLwtjYWHxcFEXhVjZJGB0djZ90bG1tcSsbwzCuwLVZTtS1ORqNciubJIyNjcVr8+bmJreyvQ3LDhJjcgCIRCLcyiYB6pgciI0LX6nwH2phIxRF4bicYRjH0arNXAP8R6s2cw3wH2phU8PjEsMz2VlaWpLW/NUtbISsrWyKomBychLb29uOvN/CwgJWVlYceS+nUbewEbK2skWjUUxMTDj2mZmbm5P2igy1sBEyx+U0Ltz6wjDaLC0tYXl52e/d0ETdwkbI2srmRm2WNTFXt7ARsrayuVGbk4VCFqiFjYhGo9LWZhJkr77Ljk49bcTQ0BAmJiZQUVGBzs5OlJWVebXptKhjcoLi8pqaGp/2KhE6kPb29mJjYwPHjx9HbW2t7fd99OgR5ubmUF1djY6ODpSUlDiwt86gjskJamULh8P+7FQSdDDp6+vD1tYWTp8+jYqKCtvv29PTg+XlZdTV1aG9vR1FRUUO7K0zqFvYCGplKy4u9mmvEolGoxgdHUVfXx92dnZw4cIFqT7bDCMLAwMDmJqaQmVlJTo7O1FaWur3LsUxqs3V1dU+7VUilGz39vZic3MTJ06ccOS8oa+vD/Pz86ipqUFHR4c0x1ZAuzZTK1t5eblPe5UI1ebe3l5sb2/j7Nmzjuzbw4cPsbKygvr6erS3t6OwsNCBvXUGdQsbQa1sspxDRCIRjI6O4tGjR9jZ2cGTTz7pyWfbM9nZt28fJicnMT8/j6tXr6K8vFwK6UmOyQlqZfNbdtSSs729jUgkgoKCAsf2q729HfPz85iZmcHc3BwqKyulkJ7kmJygNga/ZUctOZFIBJFIBKWlpY7tV0dHB27cuIHJyUlMT0+jpqZGCulJbmEjqOC3t7f7sFePIcl59OgRIpEIotEoKisrff88M4ystLe3Y3p6GnNzc7hy5QrC4bAU0mNUm8fHx32XHbXk7OzsIBKJoLCw0LH9am9vx7Vr1zA9PY3Z2VlUVVVJIT1GtXliYsJ32VFLTjQaRSQSQVlZmWP71d7ejlu3bmFiYgJTU1Oora2VQnq0WtiIiYkJ7Nu3z+M9SkQtOYqiIBKJoKqqyrPPs2eyU1RUhJqamngELYv0aLWwEdTK5scCo1qSAwChUAgdHR2OLeBVXl6O8vJyLCwsIBqNSiM9Wi1sxOTkJA4ePOjLImZakgPExqWzs9OxfaqsrERRURFWV1cRjUalkR71LGxqqJXNL9nRkhwACAaD6Ojo8GWfGCYTKC4uRnV1dbw2yyI9Wi1sBO2rHwuMakkO4HxtDofDKCsrw+LiYlz8ZJAeamHTagubmJjA/v37fa3NaskBYjWgs7PTse1UV1ejsLAQa2tr8RY5GaQnuYWNoL+LX7KjJTmA8+OSDs9kB4hdrZ6ZmYmfKMkgPVoxOeFHK5ue5BC5ubmoq6tzdJudnZ24du1a/ARRBunRiskJP1rZ9CSHKCoqcqR9jQgEAti/fz9u3bqVMOON39Kj1cJG+NHKpic5BJ0wMAyjT0dHB2ZnZxNqgN/SY6Y2e5nu6EkOkZeX50hruZrOzk50dXUljIvf0mNUm/1oZdOTHKKkpMTx2tzZ2Yk7d+4k1Ga/pUerhY3wo5VNT3KIiooKT88rPZWdoqKi+BUk9ZVhv6RHLyYnvGxlSyc5gPNXjojy8nKUlZWlRNN+SY9eTE542cqWTnIA51MdorKyEgUFBSltY35Jj14LG+FlK1s6yQE41WEYsxQXF6OqqiqlHvolPWZqs1etbOkkB3CvNofDYZSWlqYsueCX9JipzV61sqWTHMC99KC6uhr5+fkpkwj5JT1GLWyEV61s6SQH8D7VATyWHSA13VHjtfQYtbARbreymZEcwo1Uh0hOd9R4LT1GLWyE261sZiSHcDrVIbTSneR99FJ69FrYCC9a2cxIDsGpDsOYJzndUeO19Bi1sBFut7KZkRzCjVSHSE531HgtPUYtbITbrWxmJIdwOtUhtNKd5H30Unr0WtjU++N2K5sZySG8TnUAH2RHL91R45X0GMXkhFutbFYkB3DvyhGhl+6o8Up6jGJywq1WNiuSA7iX6hB66Y4ar6THqIWNcKuVzYrkAJzqMIxV9NIdNV5Jj5Xa7HS6Y0VyAPdrs166o8Yr6TFTm91qZbMiOYD76YFeuqPGK+kxamEj3GplsyI5gD+pDuCD7ADG6Y4aN6UnXUxOON3KZlVyCDdTHcIo3VHjpvSki8kJp1vZrEoO4VaqQ6RLd9S4KT3pWtgIp1vZrEoOwakOw1jHKN1R46b0WKnNTrayWZUcws1UhzBKd9S4KT1WarOTrWxWJYdwK9Uh0qU7atyUHjMtbISTrWxWJYfwI9UBfJIdM+mOGjekx0wLG+FEK5uo5ADuXzkizKQ7atyQHjMtbIQTrWyikgO4n+oQZtIdNW5IT7oWNsKpVjZRyQE41WEYUcykO2rckB4zLWyEE61sopIDeFebzaQ7atyQHjMtbIQTrWyikgN4lx6YSXfUuCE96VrY1Nt2opVNVHIA/1IdwCfZAcynO2qclB4zMTlhp5XNjuQQXqQ6hNl0R42T0mMmJifstLLZkRzC7VSHsJLuqHFSeszE5ISdVjY7kkNwqsMw4phNd9Q4KT0itVkk3bEjOYQXqQ5hNt1R46T0WKnNdlrZ7EgO4XaqQ1hJd9Q4KT1WarOdVjY7kkP4leoAgPeT1L8NpTsi5q+Wnv7+fqHXm71yBTxuZRPhypUruHfvHjY2NoQ+HF5dOSIo3RGBpOett97CyMiI5debjckJamMQ4Y033sCDBw+wtbUlPC5epDoEpTsikPS88cYbpq8Cqdnc3MTKyorp59NJhFUURcFrr72Gnp4ebG9vC4kOpzoMYw9Kd0RQS8/AwIDQ663WZtEacPnyZdy/fx+bm5sZUZsp3RGB/q5vvvkmRkdHLb9epDaL1AAAeP311/HgwQPhi8NepweU7ohA0vP6669b+twTVlrYCJFxiUajeO2112xdGPAz1QF8lB0AjhwoRL78VlrYCGpls4rdvlUvUx2is7PTVltAMBgUGhcrLWzE5OSkpXSQsDsuXqU6BKU7dlopg8Gg0FU9amEzC7WyiWC3BYZTHYaxT0dHh+1ZzkS+y1Za2AhqZbOK3RrgZapDOFGbRa6sUwubFSYmJizXZkVRbI+LV6kOQemOndocCoWE0harFy8pNRPBbm32M9UBfJYdO+lOMBjE8ePHheJrKzE5QXG5Vfbv34+mpiahA5TXV44IO+lOKBTCyZMnhQ5YVmJyglrZrHLkyBHU1tYKj4uXqQ5hJ90JhUI4c+aM0MHGSkxOUCubFQKBAE6cOIGKigqhceFUh2GcwU66EwwGceLECaHXe1mbDxw4gIaGhoyqzXbSnVAohFOnTnlWm6mVzQqBQABHjx5FTU2NcA3wIz2wk+7k5OTgzJkzQhciRWoztbJZIRgM4oknnkA4HM6ocUnYB1+3DrF0x47oWI3JCdFWNroiLyI8fqQ6hMgVJBIdkXtorMbkhGgbQyAQEBYer1MdQjTdIdERKZJWW9gI0VY2OlESER5OdRjGOUTSHTuiY6c2i9aAgwcPCgmPH6kOIVqbRUXHTm0WqQF2hMfrVIcQTXdIdEQuQoq0sBGitVlUePxOdQAJZMdquhMMBlFdXS181UmkhY0QbWULBAJob2+39EXw68oRYTXdCQaDqK+vF54KWqSFjRBtZSN5sIJfqQ5hNd0JBoNobm4WvhpotYWNsNPKFgwGcfDgQUtjyqkOwziL1XQnGAyipqZGuDaLtLARoq1sdJJq5eTN79psNd0JBoNobGwUbg8TaWEjRFrZALHa7Hd6YDXdCQaD2Lt3r7AEiNx/C9hrZROtzX6nOoAEsgNYS3foJvienh6hL5FITE4oiiIUl+/s7ODatWuWtutnqkNYKQL0BRKZMAIQi8mJSCQi1Mq2tbWFK1euWPoc+ZXqEFbTnWg0iqGhIaEJIwCxmJzY2Niw3MpGr7M6LpzqMIzzWEl3KJnp7e0V2pZftfnKlSuWtutnqkNYrc2jo6MYHBwU2pad2ryzs2O5lQ14XJut1B6/Uh3CaroTjUYxMDAgPPmVndq8vr5uuZUNiNXmq1evWqrNMqQ6gI9TT6sRWXeHTt6sXmWvrKzE1tZWwmNLS0vY2dlJeCwYDKKwsDDB1AOBgOWbyEh0VldXTX8w/b5yRIisu0Oy09bWZmlbWi2Ji4uLKQfZUCiEwsJC5OXlxR8LBAKW72Whg+nGxobpL67fqQ4hsu7Ow4cPAQB79uyxtK2amhrk5uYmPDY/P5/yN6MbLNXPDQaDKa9Nx8bGBi5fvpzyHTWCUx2GcQeRdXeGhoYAwPJ3sqKiAtvb2wmPWanNVqfuJdFZW1uzVANkqM0i6+709fUBAFpaWixtS6vzZmFhIeV8xsnafPnyZWxsbJh+jSzpgci6O93d3QCAxsZGS9uqra1NGX+92lxcXIycnMen+17WZhnGBZBEdgDr6+6ICk9jY2PKh+rq1auaJ/TNzc2WTw7ViIgOIEeqQ1hdd0dUePbu3Yu9e/cmPPbGG29ontC3tbXZ+vuIiA7gf6pDiKy7Iyo8WguQvfLKKykHPLqqVVlZafq9kxE5mAKc6jCMm1hdd0dUePbs2ZNybLpy5YrmCf3evXvR1NRk+r2TEREdQI5Uh7C67o6o8LS0tKQ8//XXX9c8od+3b5+tv4+I6AD+pzqEyLo7osKjtXC3Xm3ev3+/8C0GgHhtliXVASRpYwP0790JBoO6sSAJj2hLm5ukEx0y6+QoWpYrR4TevTuhUEg3RifhEW1pc5N0omM0LjKkOoTevTvpxuXhw4fCLW1uku5gqjcunOowjLvo3buTrjYPDQ0Jt7S5STrRCQQCGVGb9e7dSVcD+vr6hFva3CSd6BjVAFnSA0D/3p1049Ld3S3c0uYmdmqzTOMijewAqffu0KxrZ86cySjhMSM6xcXFePrpp1NmaZMp1SGS+4Np1rVTp05llPCYEZ2ysjJcvHgxZZY2WVIdQuveHZp17fjx4xklPGYOplVVVbh48WLKLG2c6jCM+yTfu0Ozrp0+fTqjhMeM6JSUlODpp59GY2Njwu8sU6pDaNXmU6dO4eTJkxklPGZEp7y8HBcvXkyZpU2WVIfQuncnJycHZ8+exbFjxzJKeMzU5urqaly8eDFlljaZUh1AMtmhdAdInF66tLQ0Y4THrOicPn0aOTk5CdNS01VqWa4cEep0Rz29dDgczhjhMSs6J0+eRCgUSpiWWrZUh1CnO+rppaurqzNGeMyKzrFjxxAKhRKmpeZUh2G8QZ3uqKeXLisryxjhMSs6Z86cQU5ODg4cOBAXHllrszrdUU8vXVFRkTHCY1Z0qDarp6WWLT0g1OmOenrpmpqajBEes6JDtVk9LbWM4yKV7ACxK0j5+fkp6+hkgvBYFR0gcR2ekpIS6VIdYv/+/cjPz09ZRycThMeq6ACP1+Gpq6uLFw/ZCAQCOHDgAAoKClLW0ckE4bEiOvR7qE+0qqurOdVhGI+g2py8jk4mCI8V0VHXABKe0tJS6VIdgmpz8jo6mSA8VkSHfg9ah6e2thYVFRXS1ub9+/fHa7M64cgE4bEiOnQBgNbhqaioQG1trVSpDiDRBAVEUVERLl26pPkzEp6rV69q3vxlZ5Y2u4iIDkEHVZkpKyvTHRcSHr2bJe3M0mYXEdEhSHhkprKyEhcvXtT8GQnPrVu3dMdFdJY2u4iIjvpnJ06c8GI3GYZ5m+LiYt0aQMKjt8SCnVna7CIiOuqfHTx40KtdFaK8vFx3XEh4rl+/rlsDRGdps4uI6BAkPDJD7V1akPDcvn1bd1xEZ2mzi4joqH928uRJL3bTMtIlO+mQMeGxIzrZgowJjx3RyRZkTHjsiA7DMHIiY8JjR3SyBRkTHjuiky3ImPDYER3ZychPkUzCw6LzGJmEh0XnMTIJD4sOw2QvMgkPi85jZBIeFp3HyCQ82Sw6QIbKDiCH8LDopCKD8LDopCKD8LDoMEz2I4PwsOikIoPwsOikIoPwZLvoABksO4C/wsOio4+fwsOio4+fwsOiwzC7Bz+Fh0VHHz+Fh0VHHz+FZzeIDpDhsgP4IzwsOunxQ3hYdNLjh/Cw6DDM7sMP4WHRSY8fwsOikx4/hGe3iA6QBbIDeCs8LDrm8VJ4WHTM46XwsOgwzO7FS+Fh0TGPl8LDomMeL4VnN4kOkCWyA3gjPCw61vFCeFh0rOOF8LDoMAzjhfCw6FjHC+Fh0bGOF8Kz20QHyCLZAdwVHhYdcdwUHhYdcdwUHhYdhmEIN4WHRUccN4WHRUccN4VnN4oOkGWyA7gjPCw69nFDeFh07OOG8LDoMAyTjBvCw6JjHzeEh0XHPm4Iz24VHSALZQdwVnhYdJzDSeFh0XEOJ4WHRYdhGD2cFB4WHedwUnhYdJzDSeHZzaIDZIjsbG1tYXx8HDs7O6ZfY0Z4hoaGdL+QxPj4OFZWVhwVndXVVUxNTSESiZh+jYxsbGxgfHzc0u9hRnj6+vrSjvXw8LDjorO0tISZmRnNsc4k1tfXMT4+bun3MCM8Dx48SPs+AwMD2N7e1vyZqOgsLCxgbm4u48eFYbKNzc1Ny7XZjPAMDAxgc3PT8H3GxsYcF52VlRVMT09n/LFGpDabEZ6enp607zk0NKQ7dqKis7S0hNnZ2Ywfl/X1dUxMTFj6PcwIz/3799O+z6NHjwxrs4joUG12ay1LJ5E2itja2sLk5CTGxsawsrICADh06BAaGxtNvwcJz9WrV1O+oMFgEK2trSgsLNR8LQ1eY2MjJiYmsLy8nPABtZPoPHz4EHNzcwgEAqiqqkJjYyMqKysz4urTxsYGpqamEgpNTk4OampqTL8HCU9XV1fKlz4YDKKzs1P3b0rj0tLSgqmpqZRiZyfRuX//PlZXVwHEDjANDQ2orKzMiKtP6+vr8e8LSWBhYSHC4bDp9yDhuXXrlua4HD58WPe1NAb79u3DzMxMykUEO4nOnTt3sLW1hUAggNraWjQ0NCAcDmfEuDBMtrG5uRmvAVSbDx8+jIaGBtPvQcJz7do1zdrc1taG/Px8w/doamrCxMREysVIO4nOgwcPsLCwkFCbq6qqMuJYs7GxEa8B6+vrUBQFubm5qK6uNv0eJDzXr1/XrAH79+/X/Zsm12baB/XrRROde/fuYW1tDYFAANXV1WhsbERFRUVGjAsJzvj4eEJtLi8vN/0eJDy3b9/WHJcjR47ovpbGoL29HXNzc9jc3EwZF9FE5/bt29je3k6ozRUVFVImQ1LJTrLgBAKB+MCKfqi1hIdEZ9++fQBiHyQt4y0rK0MoFIqfmJPw2G1dUxQl/m96ejpuxrKKT7LgAIiPi+h+agkPiU5zczMAaApUIBBAaWkpcnJycPbs2YQ2Bida12hfJicnMTMzA0VRpBUfLcGhg5jo768lPCQ69fX1AIDa2lrMz88nvC4YDKKoqAh5eXk4d+5cQhuDE61rtC/j4+OYmpqK7weLD8O4T7LgqGuz6LFGS3hIdNra2gDEaoBWakS1mV5PwuNE65pRbZZNfJIFB7Bfm7WEh0Rnz549AGLjMjMzk/A6+tvn5ubGazMJjxOta8m1GYC04pMsOID9cdESHhKdurq6+HMWFhYSXhcKhVBYWIj8/Pz4uJDwONG6ZlSbZRIf32XHSHCcisbUwqMoSoLoALErES0tLbqvVwvP0tKS4/fo0IFeJvExEhynUAsPgATRAYCOjg50dHTovj5ZeJy+R4fGRSbxMRIcp1ALD4AE0QGAgwcPGr5eLTybm5uO36ND48LiwzDuYSQ4Th1z1MKjKEqC6ABAa2srWltbdV+vFp7l5WXH79Exqs1+iY+R4DiFWngAJIgOEKvVnZ2duq9PFh6n79FJrs2A/+JjJDhOoRYeAAmiA8S6n4xIFh6n79Exqs1+i48vsuOF4CRTWlqKs2fPYnV1NeHDYRYSnrGxMTQ0NLg2GYGf4uOF4CQTDodx5swZbG5uWmqFI0h4xsfH0djY6Nrfx0/x8UJwkqmursbJkycRjUZRVVVl+fUkPFNTU2hsbHTt78PiwzDO4YXgJFNWVma7Np8+fRpjY2Oe1AA/xMcLwUmmoqICp0+fxtbWllBtJuGZmJhAU1OT6zXAD/HxQnCSqampwRNPPBH//FmFhGd6ehpNTU2uCYhs4uOZ7DghOPPz8458kEZGRlBbW4u8vLz49sfHxzEwMICtrS2Ulpaio6MjoadyaWkJS0tLCAQCmJiYsLX9dDdeEl6IjxOCMzs7a/p3MmJkZAT19fVxkVQUBSMjIxgaGsL29jbKy8vR2dmJkpKS+GsWFhbin6fx8XFb29ebpSQZL8THCcGZnp6O99TbYXR0FPX19fHPG03uMTIygp2dHVRWVqKjowNFRUXx18zNzcU/T3ZXezZ7ky2LD8NYxwnBmZubc2TCnZGREdTV1SE3Nze+/bGxMQwODmJrawtlZWXo6OhAWVlZ/DXq2my3BjhRm50SHycER+v+SRFGRkbQ0NAQrwGKomB4eBhDQ0PY2dlBOBxGR0eHbm22WwP0bqxPxgvxcUJwpqensby8bHtfRkdH0dDQEP+9otEoBgcHMTIygkgkkrY2j46O2tq+E7XZK/FxVXacTHCi0SgmJycxOTlpe78URcH29nY8Lu/v78fAwEB83+bn53Ht2jWcPn06Ljx3796N3yDnB06Kj5MJTiQSsX0gI+gzQXH5w4cPMTo6Gt+32dlZLCws4Ny5cyguLgYA3Lp1y9JMQE7jpPg4meBEIhEMDw8LvVaLnJyc+FXXu3fvJsxYNDU1hbm5OVy4cAEFBQUAgJs3bzp2JVjkfVh8GEYfJxOcSCTiaG3e2dmJt649evQIg4OD8X2bm5vD1atXcebMmbjw3LlzB+vr61LWZqvi42SC42RtBmL35DQ1NQEAuru7E2b8nJmZwfz8PM6fPx8/sXayNtupAU6Ij5MJTiQSwdDQkNBrtcjNzUVtbS2A2HdBPaMs1eYnn3wyPuHHjRs3HNu207XZTfFxXHbcbFFzMh6kfYlEIgmio95Wb28vTp8+nfAaGabYExEfN1vUnHof9cFna2srQXSISCSCR48e4dixY45v3y4i4uNmi5pTfxf152ltbU1zatZIJILBwUEcOHAAQOy7Itu4sPgwuxk3W9Tc+K7v7OwkiI56W729vTh16hSAxAl//EZEfNxsUXOjNtN043q1+ejRowDkrAFWxMfNFjU3avPq6qrm0hlUm/fv3+/49u3ipfg4KjtLS0u4fPlywmMyHICMMEprnIgZ3UZ9cJ2enkZeXh6eeeaZhOfMzs7GbzTMFJaXlxEMBjW/lIuLiz7skTXUB9fJyUkUFRXhqaeeSnjOxMQE7ty548fuCUPtIskoipIyQ5uMqA+u4+PjKC8vx9mzZ33eK4Zxl8XFRVy5ciXhMdlr8+rqalbV5vz8fFy6dCnhOTMzM45eafeCbKvNxcXFePLJJxOeMzY2hnv37vmxe8IY1ebkGdpkJLk20/3cTuHoJc3i4mIcOXIkbmQyTZ+sR15enu5Bn+7pkZ1QKIRQKIT6+vr4VRU15eXlOHToEMrLyxEIBDLiSnZBQYHu1Yd06y/IQigUQk5ODpqamjTXqKmqqsKBAwdQWlqaUeOih96aVbIRCoWQm5uLPXv2xJMohslmSkpKcPjwYYTD4Yypzfn5+VlTmxsaGjTXQgmHwzh48CDKysoyqgbo1Waj+iAT6WpzdXU19u/fz7XZY6g2Nzc3O16bHU126Evd0NCAnZ0dTE9PY2xsDAsLCwgGg47cwOg0+fn5qKysxOzsbMpCS0ZTXvoNFauamho0NjYatuPQl7qpqQlbW1vxcaErAbJEmuq/f3FxMUpLS7G0tJQyLuqpSWUjFAohEAigrq4O9fX18ZMLLehL3dzcbNhi4jfqv395eTny8/M1F4wzmr7db0KhEILBIOrq6tDQ0BA/uWCY3UAoFEJjYyMaGxuxvb0drwGLi4vS1uaCggJUVFSkrNCeCTUAMNcqm5OTgz179mDPnj3Y2tqK14Dl5WVpa0BJSQmKi4uxsrKScedMVJsbGhriF3+1yMvLw969e7F3715sbm5icnIS4+PjUtfmcDiMvLy8eCskEQwGsXfvXq93zTRUm+vr61FfX+9abXZtgoKcnBxHxScYDKKgoMCxKzrqKfuOHj2KO3fuYG5uDoFAIL4Wj3pF6MbGRkxPTzuy7ZWVFaEb96wIjh55eXmOik8oFEJBQUF89hw7BAIBhMPh+P8/ceIEbt++jcXFxfiHv6OjI2FF6KamJsfap5aXl4WKvhXB0SM/P99R8aGFxJyYIp0WawViY3Tq1CncunUrvm+BQAAHDhxIGLumpibHWk2WlpaEigsLDsOkkpub66j4OF2bKysr4/9Na4rMz8/Ha3NbW1vCul9NTU0pC1yKYrc227kXMC8vz1HxcbM2nzx5Erdu3Uponers7Ew4r2pqanKsfcpODTArOHrk5+c7Kj6hUAhFRUWOpKvJtfn06dO4efNmvAU0EAjg4MGDCTMLO1mbFxcXhdphvRIcNZ5MPe2U+LS2tqKxsVF4PyKRCCKRSMpBOScnB0888QQ2NzextbWl+UGkhUfX19dRUFBga2C6urowNzdn6rlOCI4eTolPR0eH0Dz8xM7ODqLRaMq45OXl4fTp09jY2MD29rbmuLS3t0NRFGxsbNiOat966y3TBwEnBEcPp8Tn4MGDCQXKKjs7O1AUJaVYFhQU4Ny5c/FxKS4uTvlMHjhwAIqiYHNz03Zrw2uvvWZ6+lQWHIYxjxPiEwgE0NbWlnBx0CpGtfnkyZOGtZkWHnWiNl+7ds30xTMnBEcPp8Sns7Mz4eKgVYxq85kzZwxrQEdHh2O1+c033zS9jIITgqOHU+KTLCBWMarN58+fx/r6OnZ2dlyvza+++qrp6dr9EBw1ni8q6nTiY5adnR1cvXoVa2trOHXqlOZJYH5+vuH9II8ePcKjR4+wd+9edHZ2ujZQbgqOHk4nPmbZ2trClStXsLW1hTNnzqC0tDTlOQUFBbpfSkVR8PDhQwwPD6O9vd3V9gY3BUcPpxMfs2xsbODy5ctQFAVnz55NmKefSDcud+7cweTkJA4ePJiw+rbTsOAwjH2cTnzMsrOzgytXrmB9fT1huQc16WpzX18f+vv70draivb2dtdrs5ezOTqd+Jhla2sLly9fxvb2Ns6ePZuwhg6RrgZ0d3djdHQUnZ2drrY5uyk4ejid+JjFTG02kktFUXD79m1MTU3h8OHDtgKEdPgtOGo8l52EjXskPiQ6q6urUBQFXV1dCcKzuLiI2dnZhNfQnPJ0RePRo0cYGBgAEFtgC4CjwuOH4OjhlfiQ6NCUy7R+AgnP3NxcSgweCATQ3NyMnJycuOjQwlj9/f0A4Kjw+CE4englPnQwpUVWr1y5knBQnZmZwdLSUsJrgsEgmpubEQqF4qJDbZ8PHz4EAEeFhwWHYdzDK/Eh0VlbW0uozSQ8CwsLKV0QgUAAe/bsiV/V7uvrw+DgIADE1y9xUnj8EBw9vBIfEh1K1KkGkPBo1ebkGkBr8QCxMQLgqPD4ITh6eCU+IrU5FAqhubkZwWAwLjrU9tnd3Q0AjgqPTIKjxlfZUZNOfEQ/LMmiA8TmGFcLT09Pj+ZJNc3YRKJD+xCNRh0RHpkER4904iM6fWmy6ACxVga18Dx48ACrq6sJrwsEAigqKkJtbW3KoqPRaNQR4ZFJcPRIJz6i45J8MAViq1erD6r37t1L+DnwuHe4oqIiLjrqcXFCeFhwGMZ70omPndqsFh0gVgPUwtPT05MynXEgEIjXJRId9bHGCeGRSXD0SCc+dmqzWnSA2Liohae7uzu+Xh9BtbmmpiZl0dFoNOqI8MgkOHqkEx8/anN5eTnKy8vjoqMeFyeER1bBUSON7KjREp/JyUnLPY5aokOQ8Fy8eFHztTRQk5OTuouOigpPfX098vLypBUcPbTEZ3p6WjPeNkJLdAgSnuS1ggj6W42MjGguOmpHeOhLKqvg6KElPrOzs5rxthFaB1OCDqrPPvus5mtpXB49eqS56Kgd4WloaMD29jYLDsP4jJb4TE1NxW+SNouW6BCRSATXrl1LW5vHx8d1Fx0VFZ66ujoUFBRIKzh6aInPzMyMUG1OFh2ChCddDRgaGtJcdNSO8NTX12N9fV1awdFDS3zm5uYs38OUrjabOWfq7e3VXHTUjvA0NDQgEolIKzhqpJQdNWrxsYKR6ACPr0KkmxGjuLhYdwBFhYeKRSajFh8rGIkOEPti0tz2RhgVV1HhkXnqZLOoxccKRgdTIDYuZiY7MLogISo87e3tpp/LMIw3qMXHCkaiA8Rqc3FxcdraXFJSYlibRYSHhCGTUYuPFYxEB3ic3qf7W6arASLCI/OU1mZRi48VnKrN4XAYw8PDmj8TFZ6Ojg7Tz/WbzLhsYREzolNcXIwzZ86YOqAaPY+Ep6enR/oVqf3GjOiUlZXh5MmTaa+olZeX49SpU7rPI+Eh6WH0MXMwraqqwrFjx9K+V3V1NY4dO2Y4Lg8fPoxfJGAYZvdgRnTS1VyitLQUp0+fNqzNQ0ND6Ovr49qcBjOiU15ejpMnT6aVnXA4bFjDSXjoPitGHzO1mWpuOmpqatLW5u7uboyNjdnaZ1nJOtmxIjpm1yApLS1l4bGJFdExO/98OBxm4bGJFdEx29Jh5qDKwsMwuwsnRYcoKytj4bGJFdExWwMqKipYeGxiRXTMJpe7WXiySnbcEB2ChUccN0SHYOERxw3RIVh4GIYh3BAdgoVHHDdEh2DhEccN0SF2q/Bkjey4KToEC4913BQdgoXHOm6KDsHCwzCMm6JDsPBYx03RIVh4rOOm6BC7UXiyQna8EB2Chcc8XogOwcJjHi9Eh2DhYZjdixeiQ7DwmMcL0SFYeMzjhegQu014Ml52vBQdgoUnPV6KDsHCkx4vRYdg4WGY3YeXokOw8KTHS9EhWHjS46XoELtJeDJadvwQHYKFRx8/RIdg4dHHD9EhWHgYZvfgh+gQLDz6+CE6BAuPPn6IDrFbhCdjZcdP0SFYeFLxU3QIFp5U/BQdgoWHYbIfP0WHYOFJxU/RIVh4UvFTdIjdIDwZKTsyiA7BwvMYGUSHYOF5jAyiQ7DwMEz2IoPoECw8j5FBdAgWnsfIIDpEtgtPxsmOTKJDsPDIJToEC49cokOw8DBM9iGT6BAsPHKJDsHCI5foENksPNLJzs7ODu7fv6/5xZRRdAi7wjMzMyP1Sffm5ia6u7s1v5gyig5hV3gmJyelPuCura2hu7sbOzs7KT+TUXQIu8IzOjqK0dFRN3eRYRgV29vbuH//PjY3N1N+JqPoEHaFJ1Nq8/b2dsrPZBQdwq7wTExMYGhoyM1dtMXa2hoePHiASCSS8jMZRYewKzyjo6NSypB0sjM4OIixsbH4yTMhs+gQosIzMzODW7duob+/H0tLS17triUePXqEkZERXLlyJeELKrPoEKLCMzExgbt376Kvrw9ra2te7Kplenp6MDIygmvXriUIj8yiQ4gKz/DwMB48eIAHDx7o/n4MwzgL1ebLly8nCI/MokOICs/09HS8Ni8vL3u1u5bo6+uL12a18MgsOoSo8IyPj+PevXvo7e3F+vq6F7tqmYcPH2J4eBjXrl1LEB6ZRYcQFZ6hoSE8ePBA98K4n0glOzs7OxgaGoKiKAkn0ZkgOoRV4SHRiUajiEaj6O3t9XiP07O5uYnx8XEAsS8qCU8miA5hVXgmJiZw7969+Lj09fV5ubumWF1dxezsLABgZWUlLjyZIDqEVeEZHh5GT08PotEoAEh9xZVhsoXt7e2E2kzCkwmiQ1gVnunpady+fTteA3p6ejze4/RsbGxgYmICALC+vh4XnkwQHcKq8IyPj+P+/fvxcXn06JGXu2uKlZUVzM3NAQCWl5fjwpMJokNYFZ6hoSH09vbGa/PAwIBXu2oKf80gicHBwfgBUy08ubm5GSE6BAnP1atXNSNMEp6NjQ3MzMzEPxwAsLCwgKWlJZSVlXm5y4Y8evQoYVxIeABkhOgQJDxdXV0Jf3OChGdlZQXT09MJz5mensba2hqKioq83GVDent7E8ZlZWUFV69ejYuoFjKJDkEHVTqxSIaEZ35+PmFcotEoRkdH0dbWhry8PK93m2F2Deor62rhycnJyQjRIUh4kq+2EyQ8a2trmrV5eXkZpaWlXu6yIcm1mYQnGo1mhOgQJDzXr1/XrQF9fX1YWlpKqc2Tk5PYt28fCgsLvdxlQ9Qn/YqiYHl5GVevXsXm5mZGiA5hpjZ3d3djdnY2pTaPjIygtbVVmtosxycdj1Md9R+UDqqZJDqEmYQn+WBKj8uU7lCqo/77k/BkkugQZhKe5IMpPS5TukOpTvK4rK2tZZToEGauImmNC8DpDsO4CaU6WrU5k0SHMJPw6NVmmdIdSnWSa8D6+rrmfVWAnKJDmEl49GqzTOmOOtUhFEXB6upqRokOYac2y5TuSGMI6lRHjd4MKaKis7q6isXFxYTH9D6Ai4uLKQNcW1trentmEh4tZEp31FeO1OiNi6joLC8vp/REa91wCQDz8/Mpf8/6+nrTB28zCY8WMqU76lRHjd6+i4rO4uIiVldXTW1jdnY24WpiIBBAfX296YO3matIWo9xusMw7qF3g7hRbRYRnZWVlZR7VvVq88LCQspxxUptNpPw6G1XlnRHpDaLiM7S0hJWVlYSHtOaEAeI1ebkn1mpzWYSHi1kSnfUqY4ao9osIjoLCwsp9xJrfZaB2H3h6ud6VZtlSnekkB2tVMcIO4lOT08PZmdn0w5yNBrF5OQkJicn448pioJAIICGhgbT20snPHrb7u3txalTp0xvxw20Uh0j7CQ69+/fx/LyctpxiUQiGBsbS7gxTlEU5OXlobq62vT20gmPFpTuHDt2zPR23EAr1THCTqJz584d3auEanZ2djA8PJzwWDQaRVFREcrLy01vL91BVY/+/n4cOHDA9PMZhkmPVqpjhJ1Ep6enB3Nzc8K1ORgMor6+3vT20gmP3rZ7enp8r81aqY4RdhKd+/fvY2VlxVRtTp4hU1EU5Ofno6qqyvT20gmPFpTuHDlyxPR23EAr1THCTqJz584dU5MARCKRlFnrotEoiouLLV1QF63NAwMD2L9/v+nnu4UUOaZeqqOF3da1uro6BIPB+M1t9E8LredY+dIS6VratKB0x0/0rhxpYbd1ra6uDoFAQGhcAoEAKioqLG8zXUubFpTu+IleqqNFKBRCZWWlcOtabW0tFEURGpdQKCSUTqaLzbW2Ozo6Kt3sLwyT6ViZdj8YDNpqXautrbVVmysrKy1vM11LmxaU7viJ1dpsp3Wtrq4OgPbfPBmt2hwOhy1vM11LmxaTk5O+z8yml+poEQqF4hchRVrXamtrU/7eWtvWqt85OTlC6aRIbR4ZGZGiNvsuO1ZTHSB2tUkvRk1HTU2NpW2pKS0tFY7jNjc3LS1a5ve9O1ZTHUVRsLm5afoKWTJ0QBWhoqJCuC9c7yZOPfy+d8dqqkPjIvqZtxJ1J1NbWyv8WqvjAvC9OwzjJFZTHbqPR7Q208mbCGVlZZ7WZj/v3bGa6jhRm0WP41VVVZ7WZj/v3bGa6jhRm0X/tnbGVEQoZbh3x3fZsZLqAImztImcEOXk5AhdaQgGg5ba19Sop5e2gp/pjpUrR0DiLG0iFl9QUCDUbxsKhdDY2Gj5dUDi9NJW8DPdsZLqALECoJ6W2iolJSXIzc21/LpQKCT8fUmeXtoMnO4wjLNYXUw5eVpqq+Tm5golwcFgULgGqKeXtoKf6Y5IbVZPS22VwsJCFBQUWH6dnRqgnl7aCn6mO1ZSHSBWs9TTUlultLRUSHbsjEvy9NJmkCXd8VV2RFIdwL7wNDY2Wv6QKIoilD6Iig7gX7pjNdUh7ApPY2Oj5ZhdURRL9+oQoqID+JfuWE11CJqWWkR4rN7IqEaktVBEdNRwusMw9rGa6hB2hUe0NtfU1FjelqjoAP6lO1ZTHcKu8DQ2NlquAYqiCLX9i4oO4F+6YzXVIWhaahHhodpslUAgYOk+WkJEdNT4ne74KjtWUx01dFAVObkRaWUTbWET/dISfqQ7Vq8cqSHhSb5Z3QwiMinawmZ3XPxId6ymOmrooJq84rEZRGRHpIUtGo3iwYMHwuPC6Q7DOIPVVEcN1WaRkxuRVjbRFjYnarPX6Y7d2ry+vi5cm60ez0Va2BRFsT0ufqQ7diRAURQsLS3FF263gkgrm8hYRiIRPHz40FZt9jvd8U12RFMdIBZbh0IhtLa2orOz0/Lrrbay2WlhO336dPzGS5Gr416nO6KpDvB4XNrb29Ha2mr59VZb2ey0sJ09exZVVVXCaw14ne6IpjpA7O+Um5uLAwcOYM+ePZZfb7WVTTQmDwaDOHfuHCoqKmytAcHpDsOII5rqAI9rQFtbG9rb2y2/3morm50WttOnT6OmpsZWDfAy3RFNdYDY3yknJwcdHR1oaWmx/HqrrWyiNSAQCODs2bOorKy0NS5epjuiqQ7wuDYfPHhQ6HNstZVNdFxCoRDOnj2LcDhsqzb7me74NvW0SKpDwrB37160tLTYWki0sbERS0tLpqJD0RY2ACgqKsLx48extraG3t5ezMzMQFEUS7+7l+vuiFw5onFpa2tDc3OzrUXkGhsb0dfXZ6rQirawAbET+JMnT2JlZQU9PT2Yn58XvnfHi3V3RFKdUCiEYDCIffv2oampSfggRXH50NCQ6X0QaWEDHs+OtLS0hJ6eHiwuLgrdu8Pr7jCMGCKpDtWAlpYW7N2713ZtXllZMV2bRVrYAKC4uBgnTpzA6uoqent7MTs7K3zvjhfr7ojW5mAwiLa2NuzZs8eR2mxmH0Rb2IDYCfypU6ewvLyMnp4eLCwsCN2749W6OyKpDtXm9vZ2ofZ9Ql2bzT5fpIUNAMrLy3HmzBksLi6ip6cHS0tLQvfu+LXuji/JjtVUh64WtbS04NKlS2hvb7d1MAWstbLZmYWNIOm5cOFC/GqS2aTHq3RHZF2dUCiEffv24ZlnnkFra6vt1bKtSKWdWdgIkp5z585ZTnq8Snespjp0taijowOXLl1Cc3Oz7dWyrbSy2ZmFjSDpOXPmjFDSw+kOw1jHaqqj7rK4dOkS9u3bZ7s2W2llszMLG0HSc/78ectJj1fpjsi6Ojk5OWhvb8elS5fQ0tLiSG02e1y3MwsbQdIjkvR4le5YTXWoNnd2duLSpUvYs2ePI7XZ7N/azixsBEnP6dOnhZIev9IdX5Ids6mOk0lOMtTKNj8/n3YfRFvYtBBNerxId8xeOXIyyUmGWtlWV1cNn2enhU0L0aTHi3THbKrjVJKjBbWypbvp2M5ML1qIJD2c7jCMGGZTHSeTnGSolW1xcTHtPjhZA0STHi/SHSu12akkJxlqZUt3r6rTNUA06fEi3TGb6jiV5GhBrWzpklCnx0Uk6fEz3fFcdsykOm5KjhozrWx2WtiMsCo9lO64tXKzmVTHTclRY6aVzU4LmxFWpYfSnWPHjjm+L4C5VMdNySGstLKJtrAZISI9/f39OHDggOP7wjDZiJlUx03JUWOmlc1OC5sRVqWH0h23arOZVMdNyVFjppXNTgubEValh9KdI0eOOL4vgLlUx03JIcy2stlpYTNCRHoGBgawf/9+x/fFCM9lxyjV8UpyiJqaGty7d8/wOU60sBlhRXrcTHeMrhx5JTlEXV1d2vYwJ1rYjLAiPW6mO0apjheSo6a+vh7Dw8OGhc6JFjYjzEoPpzsMYw2jVMcrySFqa2vR3d1t+BwnWtiMsCI9bqY76WqzF5JD1NXVpU2ZnGhhM8KK9LiZ7hilOl5Ijpr6+nqMjo4aXhxwooXNCLPS41e646ns6KU6XksOka6VzekWNiPMSI9b6Y5equO15BDpWtmcbmEzwoz0uJXu6KU6XksOka6VzemY3Aiz0sPpDsOkRy/V8VpyiHStbE63sBlhRnrcSnf0Uh2vJYdI18rmZQ0wIz1upTt6qY7XkkOka2XzclzMSo/X6Y6nspOc6vglOWqMWtncamEzIp30uJHuJF+p8Uty1Bi1srnVwmZEOulxI91JTnX8khzCTCubGy1sRhhJD6c7DGOO5FTHL8lRY9TK5lYLmxHppMeNdEerNvshOWqMWtncamEzIp30uJHuJKc6fkkOka6Vza0WNiOMpMePdMezEVGnOm7MriaK0axsbrewGaE3e5vTM7OpUx03ZlcTxUgy3W5hM0Jv9janZ2ZTpzpuzK4mitGsbG63sBmhN3uboig8MxvDGKBOddyYXU0Uo1nZ3G5hM0Jv9janZ2ZTpzpuzK4milE7lNstbEbozd7m9Mxs6lTHjdnVRDGalc3tFjYj9GZvUxTF05nZPDuKDQ4OIhKJIBQK+ZrkJKPXyuZlC5sRyUnP9PQ05ubmHEt3Hj16hGg0Gl8Izq8kJxm9VjYvW9iMSE565ubmMDk5ifb2dkfSHbpylJub61uSo4VeK5uXMbkRyUnP/Pw8RkZGON1hGB0GBwfjNcDPJCcZvVY2L1vYjEhOemZmZjA3N+dYukO1OScnx9ckJxm9VjZZakBy0jM/P4/x8XHH0h11bfYrydFCr5VNlnFJTnoWFhYwPDzsWbrj2REtNzcXbW1t0kiOGq1WNj9a2IxQS4+TVyny8/PR0dEhjeSo0Wpl86OFzQi19DiZIBQVFeHAgQPSSA5h1MrmdQubEWrpGRgYEFp1nGF2A3RBRRbJUaPVyuZHC5sRaulxujZ3dnZKIzlqtFrZ/GhhM0ItPU4mCEVFRTh48KA0kkPotbL50cJmhFp6zC5D4wSeHdn27t3r1aYsozUrm58tbEYUFRXh6NGjjr3fvn37HHsvp9Galc3PFjYjSkpKHJ2goLOz07H3chqtWdn8bGEzoqysDMePH/d7NxhGWlpaWvzeBV20ZmX7/9u7gxTVoSAKoGrUSRDBgWh0EHArLtu99Z9Y/Z9NIzTGTvXLOTMnIkQtrnV9GbPC9kzbtoPOgMvlMthzDe27U9nGrLA9s9lsBr0uv31k8k98dyrbmBW2Z7bb7a/O5jyxdERRZQtZKmxTF1W2kKXCNnVRZQtZ1uRAXaLKFrJU2KYuqmzBDMghqmzBdflP2Lnruu7zTZKtwjZl5ao4W4VtqmJdXv5alKnCBtTj62zOVGGbsq7rPmdAtgrbVMVsLh9nqrCNSdi5K09ly1phm6IydGatsE1RGXayVtiAv688lS1rhW2KynpU1grbFJWnsmWtsI1B2Lkrq2zWfnmUVTb1hTyiyjafz31egLcpq2xmQB5RZTMDcokqm+vySNgpxBepClsusS5XYcsj1uWLxUKFDXirmM0qbLnEbFZhyyNmc9M0KmyFXOdMjmy/38/atrUmT+Z0Os12u501eTJ938+Ox6M1OfBWh8NBvTyh8/mswpZQ3/cP/6lC2HnQNM0gN+pkWMvlcpCbtDGs1Wr1cCobwDuYzTmZzTmt12s/DHwx/3jxjj63222o1wIwuuv1OvZLgJeZzUBNXpnN/rMDAABUSdgBAACq9HKNDQAAICObHQAAoErCDgAAUCVhBwAAqJKwAwAAVEnYAQAAqiTsAAAAVRJ2AACAKgk7AABAlYQdAACgSsIOAABQJWEHAACokrADAABUSdgBAACqJOwAAABV+gdDjiJ+n6J2FAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aa_even = AAEvenTimeStepAccessor()\n", "visualize_pdf_field_accessor(aa_even)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Streaming Patterns in Practice\n", "\n", "As a next step, we will apply the different streaming patterns to a Lid-driven-cavity problem. Most of the steps are already shown in previous tutorials. Thus these should be used as a reference for setting up simulations in `lbmpy` in general. The main difference is that the `streaming_pattern` keyword will be passed to all top-level functions." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "omega = 1.9\n", "\n", "stencil = LBStencil(Stencil.D2Q9)\n", "domain_size = (100, 100)\n", "dim = len(domain_size)\n", "\n", "streaming_pattern = 'esotwist' # pull push aa esotwist esopull esopush\n", "timesteps = get_timesteps(streaming_pattern) # [EVEN, ODD] for in-place patterns, [BOTH] for one-field patterns\n", "zeroth_timestep = timesteps[0]\n", "current_timestep = zeroth_timestep # at the beginning current timestep is zeroth timestep" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "dh = ps.create_data_handling(domain_size=domain_size)\n", "\n", "pdfs = dh.add_array('pdfs', values_per_cell=stencil.Q)\n", "dh.fill('pdfs', 0.0, ghost_layers=True)\n", "\n", "if not is_inplace(streaming_pattern):\n", " pdfs_tmp = dh.add_array('pdfs_tmp', values_per_cell=stencil.Q)\n", " dh.fill('pdfs_tmp', 0.0, ghost_layers=True)\n", "\n", "velField = dh.add_array('velField', values_per_cell=stencil.D)\n", "dh.fill('velField', 0.0, ghost_layers=True)\n", "\n", "densityField = dh.add_array('densityField', values_per_cell=1)\n", "dh.fill('densityField', 1.0, ghost_layers=True)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
\n", " Cumulant-Based Method\n", " Stencil: D2Q9Zero-Centered Storage: ✓Force Model: None
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\n", " Continuous Hydrodynamic Maxwellian Equilibrium\n", " \n", " $f (\\rho, \\left( u_{0}, \\ u_{1}\\right), \\left( v_{0}, \\ v_{1}\\right)) \n", " = \\frac{3 \\rho e^{- \\frac{3 \\left(- u_{0} + v_{0}\\right)^{2}}{2} - \\frac{3 \\left(- u_{1} + v_{1}\\right)^{2}}{2}}}{2 \\pi}$\n", "
Compressible: ✓Deviation Only: ✗Order: ∞
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Relaxation Info
CumulantEq. Value Relaxation Rate
$1 (central moment)$$\\rho$$0.0$
$x (central moment)$$0$$0.0$
$y (central moment)$$0$$0.0$
$x y$$0$$1.9$
$x^{2} - y^{2}$$0$$1.9$
$x^{2} + y^{2}$$\\frac{2 \\rho}{3}$$1.0$
$x^{2} y$$0$$1.0$
$x y^{2}$$0$$1.0$
$x^{2} y^{2}$$0$$1.0$
" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "output = {'density': densityField, 'velocity': velField}\n", "\n", "lbm_config = LBMConfig(stencil=Stencil.D2Q9, method=Method.CUMULANT, relaxation_rate=omega,\n", " compressible=True, field_name='pdfs',\n", " output=output, streaming_pattern=streaming_pattern)\n", "\n", "method = create_lb_method(lbm_config=lbm_config)\n", "method" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "init = pdf_initialization_assignments(method, densityField, velField, pdfs,\n", " streaming_pattern=streaming_pattern, previous_timestep=zeroth_timestep)\n", "\n", "ast_init = ps.create_kernel(init, target=dh.default_target)\n", "kernel_init = ast_init.compile()\n", "\n", "dh.run_kernel(kernel_init)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "if is_inplace(streaming_pattern):\n", " lbm_optimisation = LBMOptimisation(symbolic_field=pdfs)\n", "else:\n", " lbm_optimisation = LBMOptimisation(symbolic_field=pdfs,\n", " symbolic_temporary_field=pdfs_tmp)\n", "\n", "\n", "collision_rule = create_lb_collision_rule(lbm_config=lbm_config,\n", " lbm_optimisation=lbm_optimisation)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "even_lbm_config = replace(lbm_config, timestep=Timestep.EVEN)\n", "update_even = create_lb_update_rule(lbm_config=even_lbm_config, lbm_optimisation=lbm_optimisation)\n", "ast_kernel_even = ps.create_kernel(update_even, target=dh.default_target, cpu_openmp=True)\n", "kernel_even = ast_kernel_even.compile()\n", "\n", "if is_inplace(streaming_pattern):\n", " odd_lbm_config = replace(lbm_config, timestep=Timestep.ODD)\n", " update_odd = create_lb_update_rule(lbm_config=odd_lbm_config, lbm_optimisation=lbm_optimisation)\n", " ast_kernel_odd = ps.create_kernel(update_odd, target=dh.default_target, cpu_openmp=True)\n", " kernel_odd = ast_kernel_odd.compile()\n", "else:\n", " kernel_odd = kernel_even\n", " \n", "lb_kernels = [kernel_even, kernel_odd]" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "bh = LatticeBoltzmannBoundaryHandling(method, dh, 'pdfs', streaming_pattern=streaming_pattern)\n", "\n", "moving_wall = UBB((0.05, 0))\n", "wall = NoSlip(\"wall\")\n", "\n", "bh.set_boundary(moving_wall, slice_from_direction('N', dim))\n", "for direction in ('E', 'S', 'W'):\n", " bh.set_boundary(wall, slice_from_direction(direction, dim))\n", "\n", "plt.figure(dpi=200)\n", "plt.boundary_handling(bh)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "if is_inplace(streaming_pattern):\n", " def timeloop(timeSteps):\n", " global current_timestep\n", " for i in range(timeSteps):\n", " bh(prev_timestep=current_timestep)\n", " current_timestep = current_timestep.next()\n", " dh.run_kernel(lb_kernels[current_timestep.idx])\n", "else:\n", " def timeloop(timeSteps):\n", " global current_timestep\n", " for i in range(timeSteps):\n", " bh(prev_timestep=current_timestep)\n", " current_timestep = current_timestep.next()\n", " dh.run_kernel(lb_kernels[current_timestep.idx])\n", " dh.swap(\"pdfs\", \"pdfs_tmp\")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "if 'is_test_run' not in globals():\n", " def run():\n", " timeloop(100)\n", " return dh.gather_array('velField')\n", "\n", " animation = plt.vector_field_magnitude_animation(run, frames=300, rescale=True)\n", " set_display_mode('video')\n", " res = display_animation(animation)\n", "else:\n", " timeloop(10)\n", " res = None\n", "res" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.2" } }, "nbformat": 4, "nbformat_minor": 2 }