diff --git a/doc/notebooks/03_tutorial_lbm_formulation.ipynb b/doc/notebooks/03_tutorial_lbm_formulation.ipynb index 2916bdcc779c1bfc5361799fc294cccbe8829971..4741984bd09102676c9d3821a8be191fde2d852a 100644 --- a/doc/notebooks/03_tutorial_lbm_formulation.ipynb +++ b/doc/notebooks/03_tutorial_lbm_formulation.ipynb @@ -71,7 +71,8 @@ "source": [ "### Use a pre-defined method\n", "\n", - "Lets create a moment-based method in *lbmpy* and see how the moment transformation $C$ and the relaxation rates that comprise the diagonal matrix $S$ can be defined. We start with a high level function that creates a useful default MRT model:" + "Lets create a moment-based method in *lbmpy* and see how the moment transformation $C$ and the relaxation rates that comprise the diagonal matrix $S$ can be defined. We start with a function that creates a basic MRT model.\n", + "Don't use this for real simulations, there orthogonalized MRT methods should be used, as discussed in the next section." ] }, { @@ -139,7 +140,7 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc7851b38>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fad71541198>" ] }, "execution_count": 2, @@ -177,7 +178,7 @@ "outputs": [ { "data": { - "image/png": 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eptH1BW9eyWuRQFZARsDlo9LXuB2JNzDvUndrEh/UOOuK1lj09dLX8JvjI7K2e/oDtek9bSyIri8RHbndpS1pqIVXi7B9NEEkH49+i0C87Y55ieUrfHGuJpxj1q7w+R4HcnjEHha4QNk3bF92X9xZ513ioMjaMupXrU0ztHGXsPoit7u0ZX66ZuxWmu0JNJ0ic5KZ5whuujg3o5F0iAiIgAjMJYAgz5EHTk1xkjVkMdeRjhMBERABEcgnoICcz0p7ioAIiEBRAgrIRfHq5CIgAiKQT0ABOZ+V9hQBERCBogQUkIvi1clFQAREIJ+AAnI+K+0pAiIgAkUJMCDzVrc/kMcmdCkqQicXAREQgSMmwGc5GIN3bwzZYsm3Sdu8FCxXEgEREAERWIcAnwVhDM5+hdM6suRFBERABI6YgMaQj7jxVXUREIFYBKbMZbHBI37sVnMy+htkzvT2aY25LOCnqm/6H0s1uYzpyrFF1x5dXw5j7SMCUwhw/ILvXd8iuHKWrd4MO+e7eG12rHO2o+/Io8fZ/ocs4aOab093ZG2ta2+ZrbFHHThPwU/kJ1a21rKmb6+OkbV52j371Lp1++O0t5usHjJ6KZxmk4H3M5a7hPUblHOb89ZyVq4iqaZvr0KRtbWuvXG27Kx8ROYdTLxoXmSqRpz3XgK3ar7vidkriKxtT+rkzaXqljuG/AYK+94K8hXlp52YyZXIPKCmb09iZG2ta2+WLTsryG+QeSvTF68hlrTX9O3VI7I2T7tnX6puuQHZ5iHe13XTFQzZ9/efsz107jV8e3oja2tde8tsPfayi0AvATcgJ73fsQdH+G/Z4qmmb68ykbW1rr1lth572UVgjIAbkHGwPTBiPdL0fGNBOt1v7npN357myNpa194yW4+97CIwSCAnINvBvFgwlJ4OGRYqr+nbq0Jkba1rb5mtx152EbhH4NG9kvsFY71g68nw3uQSqaZvrz6RtbWuvSrbbsjkwoO4Zz/DhZ2rvTJtNkIgSpszID/umNnyDkJePYRYllnwTe3WgynyLr6avtNK9q1H1tanNy2Lrr22PvoHr2K3cqZtofUYBCq3+TOjwCGLX92GLc2WLnnLmwXftNyCdN8tcel+h6zX9O3pjqytde0ts/XYyy4CKYEftpE7hsyHP17YQcmSj09fdb8uSfGiqzV9exWJrK117S2z9djLLgK9BLICMgLuBxx9jaELPga6S92YC5/gO+uKiixq+vYqFFlb69pbZrvHvu8/y71dim3W9O1VKrI2T7tnn123nIt65pxjam8RiLddwUssX+GLs8aFjJq+rf5Dy8jahjRbeXTt0fUZx3tLfE/eo5BDevaAywXKvmH7svuxuXfMUgU1fXt1iKzN0+7Zl6gbr9adInPynuf4oBS5OOdVRHYREAEROFYCCOQceThH/D3JGrI4VlCqtwiIgAisSUABeU3a8iUCIiACIwQUkEfgyCQCIiACaxJQQF6TtnyJgAiIwAgBBeQRODKJgAiIwJoEFJDXpC1fIiACIjBCgAHZ5rCw5cjuMomACIiACCxMYPJcFgv71+lEQAREQAQ6ApPnshA5ERABERCBwgQ0hlwYsE4vAiIgArkEpsxlscEjfn/hxJyM/gaZM719Wmkui6q+Uc/RVJPLqLAMY3Tt0fVlINYuIjCJAOeyuEXeIrhuhjLsnO/itdmxzhmNviOPHmf7H7KEj2q+Pd2RtbWuvQW20Mh5CH4iP/F4r22PrM1jcUzau7oCye0mq4eMXgqn2WTg/YzlLmGdbxLhNuet5axcRVJN316FImtrXXtkttDGzshHZE7GtUWePd0ijl00RdbmVVTaN5vcMeQ3gNn3VpCvKD/tQHq859pr+vY0R9bWuvawbNkZQX6D/Acgf/FAr2mPrM3jIO35AdnmdN1nyrFkpiH7b+thf4fOvYZvT3lkba1rb5mtx152Eegl4PaQk97vde8Zfhfy37bFU03fXmUia2tde8tsPfayi8AYATcg42B7kan1SNPzjQXpdL+56zV9e5oja2tde8tsPfayi8AggZyAbAePXbh4ajsVWtb07VUpsrbWtbfM1mMvuwjcI/AIJbxSzIsTQ73doXKezHoyvDe5RKrp26tPZG2ta2+Zrcf+wdq7oaaLiRU8w8W8q4nHLL57Ze2sP2Pw7rY3jv/ygQ/ewnaDfCfxyifEssyCb2q3HkyRd/HV9J1Wsm89srY+vWlZdO3R9aUstf4fAmw3bBW7BfY/npZfq6z9FDViDH6XO2TBW94s+KY0LEj33RKX7nfIek3fnu7I2lrX3jJbj73sItBLIDcg8+GPFz1n4OPTV92vS495kaKavr0KRNbWuvaW2XrsZReBXgJZARkB9wOOvsbQBR8T3aVuzIVP8J11RUUWNX17FYqsrXXtDbHt+8/Rw7+WPbI2j8FRaudFvdzEsaG3CMQcc2Z6ifwKX5w1BuRr+t5VduRPZG0jsnem6NrD6sP34D0IcsjOHmC5QNk3bF92PyY7wDX+RNbm8Th27bxaxwFlTt7zHB+kIhfnvEaQXQREQASOlQB+hDjycI74e5I1ZHGsoFRvERABEViTgALymrTlSwREQARGCCggj8CRSQREQATWJKCAvCZt+RIBERCBEQIKyCNwZBIBERCBNQkoIK9JW75EQAREYIQAA/Ljzm7Lkd1lEgEREAERWJjAMzsfA/KvbsOWZtNSBERABESgPIEf5kJDFkZCSxEQARGoTEABuXIDyL0IiIAIGIEpc1ls8Igf5+zkZPQ3yJzp7dNKc1lU9Y16jqaaXEaFZRija4+uLwOxdhGBSQQ4l8Ut8hbBdTOUYed8F6/NjnXOxvQdefQ42/+QJXxU8+3pjqytde0tszX2qAPnKfiJ/MTK1lrW9H1oHaNrX1Jfdy4gu929MQTb4wm9FE6zycDLt4rsEtb5JhFuc95azspVJNX07VUosrbWtTfOlp2Vj8icrGuLvNpUkuBWzTfqeVCKrn0NfbljyG9Auu+tIF9RftoJPagxRg6u6XtE1s4UWVvr2ptly84K8htkvifti9cQS9pr+j60HtG1r6EvNyDbnK/7zG+6giH7/v5ztofOvYZvT29kba1rb5mtx152Eegl4AbkpPd73XuG34X8t2zxVNO3V5nI2lrX3jJbj73sIjBGwA3IOPgf3QmsR5qebyxIp/vNXa/p29McWVvr2ltm67GXXQQGCeQEZDuYFwuG0tMhw0LlNX17VYisrXXtLbP12MsuAvcIPEIJrwTz4sNQb3eonCezngzvTS6Ravr26hNZW+vaq7LthkwuPIh79jNc9LnaKzuqTXGb3dz83DAG72574/jv/yDzFrYb5DuJVxYBmmUWfFO79WCKvIuvpu+0kn3rkbX16U3LomuvrY/+wavYrZxpWzykdXGb3ZqnOJIx+J0NWTAojyXe8mbBN93PgnTfLXHpfoes1/Tt6Y6srXXtLbP12MsuAvsEdjHYAvK+cX+bD3+82C/ENh+fvup+GXvMixTV9O1VILK21rW3zNZjL7sI9BLICsgIuB9w9DWGLvgY6C5140V8gu+sKyqyqOnbq1Bkba1rb5ntHvu+/yz3dim2WdP3oZWKrr2IPl7Uy00cU3uLQGzDGy+x/QpfnDUuZNT07fGJrK117c2yxffkPeBzSM8ecLlA2TdsX3Y/Nl7bzLbX9D1bdHdgdO2l9fFqHQeUOXnPc3xQilyc61hrIQIiIAIisEcAQZ4jD+eIvydZQxZ7x2tTBERABESgAAEF5AJQdUoREAERmENAAXkONR0jAiIgAgUIKCAXgKpTioAIiMAcAgrIc6jpGBEQAREoQEABuQBUnVIEREAE5hBQQJ5DTceIgAiIQAECCsgFoOqUIiACIjCHgALyHGo6RgREQAQKEFBALgBVpxQBERCBOQSmzGWxwSN+f8EJJ6O/QeZMb59Wmsuiqm/UczTV5DIqLMMYXXt0fRmItYsITCLAuSxukbcIrpuhDDvnu3htdqxztqPvyKPH2f6HLOGjmm9Pd2RtrWtvgS00ch6Cn8hPPN5r26VtOJ4d2hZLsu3OBUm3uzeGYHs8oZfCaTYZePlWkV3COt8kwm3OW8tZuYqkmr69CkXW1rr2yGyhjZ2Rj8icjGuLXGQqRpx3cpK2yciyD1iDbe4Y8huo7nsryFeUn3ZCsys2cceavj2pkbW1rj0sW3ZGkN8g8z1oXzzQa9qlrRztNdjmBmSb03W/thxLZhqy/7Ye9nfo3Gv49pRH1ta69pbZeuxlF4FeAm5ATnq/Y28C5r9ti6eavr3KRNbWuvaW2XrsZReBMQJuQMbB9iJT65Gm5xsL0ul+c9dr+vY0R9bWuvaW2XrsZReBQQI5AdkOHrtw8dR2KrSs6durUmRtrWtvma3HXnYRuEcgJyCP9YKtJ8N7k0ukmr69+kTW1rr2ltl67GUXgUECbkDmlcXuaAu+6cmsB1PkXXw1faeV7FuPrK1Pb1oWXXt0fSlLrYvAkgTcgNw54y1vFnxT/xak+26JS/c7ZL2mb093ZG2ta2+ZrcdedhHoJZAbkPnwx4ueM/Dx6aukR9Ozy8FFNX174iNra117y2w99rKLQC+BrICMgPsBR1/jdiQ+JrpL3a1JfILvrCsqsqjp26tQZG2ta2+Ibd9/jh7+tezSVo50EbaPJujl49FvEYi33TEvsXyFL87VhHPM3bWmb09zZG2taw/LFt+D94DLITt7gOUCZd+wfdn9mHjsi9mlrRhaTnJWtN1PIP0UmZP3PMcHqcjFuXJ4dGYREAERaJsAgjxHHs4Rf0+yhizarq7Ui4AIiEAbBBSQ22gnqRQBETgCAgrIR9DIqqIIiEAbBBSQ22gnqRQBETgCAgrIR9DIqqIIiEAbBNKA/B1X+273Mm/OVxIBERABEViAAOLrvTiL0/5/nOV9yLzVjW8+6Etr3GPc51dlIiACIvAQCfBF0YMPlfwfyEMOoEtQ6hoAAAAASUVORK5CYII=\n", + "image/png": 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\n", "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$" ], @@ -218,7 +219,7 @@ "outputs": [ { "data": { - "image/png": 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"text/latex": [ "$\\displaystyle \\left( \\left( 0, \\ 0\\right), \\ \\left( 0, \\ 1\\right), \\ \\left( 0, \\ -1\\right), \\ \\left( -1, \\ 0\\right), \\ \\left( 1, \\ 0\\right), \\ \\left( -1, \\ 1\\right), \\ \\left( 1, \\ 1\\right), \\ \\left( -1, \\ -1\\right), \\ \\left( 1, \\ -1\\right)\\right)$" ], @@ -232,7 +233,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1152x432 with 1 Axes>" ] @@ -252,15 +253,341 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Define custom MRT method\n", + "### Orthogonal MRTs\n", + "\n", + "For a real MRT method, the moments should be orthogonalized.\n", + "One can either orthogonalize using the standard scalar product or a scalar product that is weighted with the lattice weights. If unsure, use the weighted version.\n", "\n", - "Instead of using a pre-defined method as above, in this section we are looking at lower level functions that allow for a complete specification of all method table entries:" + "The next cell shows how to get both orthogonalized MRT versions in lbmpy.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " <table style=\"border:none; width: 100%\">\n", + " <tr style=\"border:none\">\n", + " <th style=\"border:none\" >Moment</th>\n", + " <th style=\"border:none\" >Eq. Value </th>\n", + " <th style=\"border:none\" >Relaxation Rate</th>\n", + " </tr>\n", + " <tr style=\"border:none\">\n", + " <td style=\"border:none\">$1$</td>\n", + " <td style=\"border:none\">$\\rho$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x$</td>\n", + " <td style=\"border:none\">$u_{0}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$y$</td>\n", + " <td style=\"border:none\">$u_{1}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x^{2} - y^{2}$</td>\n", + " <td style=\"border:none\">$u_{0}^{2} - u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x y$</td>\n", + " <td style=\"border:none\">$u_{0} u_{1}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x^{2} + 3 y^{2} - 2$</td>\n", + " <td style=\"border:none\">$3 u_{0}^{2} + 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{1}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x^{2} y - y$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " <td style=\"border:none\">$\\omega_{2}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x y^{2} - x$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " <td style=\"border:none\">$\\omega_{2}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$9 x^{2} y^{2} - 3 x^{2} - 3 y^{2} + 1$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " <td style=\"border:none\">$\\omega_{3}$</td>\n", + " </tr>\n", + "\n", + " </table>\n", + " " + ], + "text/plain": [ + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fad98775ba8>" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "weighted_ortho_mrt = create_lb_method(stencil=\"D2Q9\", method=\"mrt\", weighted=True)\n", + "weighted_ortho_mrt" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " <table style=\"border:none; width: 100%\">\n", + " <tr style=\"border:none\">\n", + " <th style=\"border:none\" >Moment</th>\n", + " <th style=\"border:none\" >Eq. Value </th>\n", + " <th style=\"border:none\" >Relaxation Rate</th>\n", + " </tr>\n", + " <tr style=\"border:none\">\n", + " <td style=\"border:none\">$1$</td>\n", + " <td style=\"border:none\">$\\rho$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x$</td>\n", + " <td style=\"border:none\">$u_{0}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$y$</td>\n", + " <td style=\"border:none\">$u_{1}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x^{2} - y^{2}$</td>\n", + " <td style=\"border:none\">$u_{0}^{2} - u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x y$</td>\n", + " <td style=\"border:none\">$u_{0} u_{1}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x^{2} + 3 y^{2} - 4$</td>\n", + " <td style=\"border:none\">$- 2 \\rho + 3 u_{0}^{2} + 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{1}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x^{2} y - 2 y$</td>\n", + " <td style=\"border:none\">$- u_{1}$</td>\n", + " <td style=\"border:none\">$\\omega_{2}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x y^{2} - 2 x$</td>\n", + " <td style=\"border:none\">$- u_{0}$</td>\n", + " <td style=\"border:none\">$\\omega_{2}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$9 x^{2} y^{2} - 6 x^{2} - 6 y^{2} + 4$</td>\n", + " <td style=\"border:none\">$\\rho - 3 u_{0}^{2} - 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{3}$</td>\n", + " </tr>\n", + "\n", + " </table>\n", + " " + ], + "text/plain": [ + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fad713c2e10>" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ortho_mrt = create_lb_method(stencil=\"D2Q9\", method=\"mrt\", weighted=False)\n", + "ortho_mrt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One can check if a method is orthogonalized:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(True, True)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ortho_mrt.is_orthogonal, weighted_ortho_mrt.is_weighted_orthogonal" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define custom MRT method\n", + "\n", + "To choose custom values for the left moment column one can pass a nested list of moments.\n", + "Moments that should be relaxed with the same paramter are grouped together.\n", + "\n", + "*lbmpy* also comes with a few templates for this list taken from literature:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/latex": [ + "$\\displaystyle \\left[ \\left[ 1\\right], \\ \\left[ x, \\ y\\right], \\ \\left[ 3 x^{2} + 3 y^{2} - 2, \\ x^{2} - y^{2}, \\ x y\\right], \\ \\left[ x \\left(3 x^{2} + 3 y^{2} - 4\\right), \\ y \\left(3 x^{2} + 3 y^{2} - 4\\right)\\right], \\ \\left[ - 15 x^{2} - 15 y^{2} + 9 \\left(x^{2} + y^{2}\\right)^{2} + 2\\right]\\right]$" + ], + "text/plain": [ + "⎡ \n", + "⎢ ⎡ 2 2 2 2 ⎤ ⎡ ⎛ 2 2 ⎞ ⎛ 2 \n", + "⎣[1], [x, y], ⎣3â‹…x + 3â‹…y - 2, x - y , xâ‹…y⎦, ⎣xâ‹…âŽ3â‹…x + 3â‹…y - 4⎠, yâ‹…âŽ3â‹…x +\n", + "\n", + " ⎡ 2 ⎤⎤\n", + " 2 ⎞⎤ ⎢ 2 2 ⎛ 2 2⎞ ⎥⎥\n", + " 3â‹…y - 4⎠⎦, ⎣- 15â‹…x - 15â‹…y + 9â‹…âŽx + y ⎠+ 2⎦⎦" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from lbmpy.methods import mrt_orthogonal_modes_literature\n", + "from lbmpy.stencils import get_stencil\n", + "from lbmpy.moments import MOMENT_SYMBOLS\n", + "\n", + "x, y, z = MOMENT_SYMBOLS\n", + "\n", + "moments = mrt_orthogonal_modes_literature(get_stencil(\"D2Q9\"), is_weighted=True, is_cumulant=False)\n", + "moments" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This nested moment list can be passed to `create_lb_method`:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " <table style=\"border:none; width: 100%\">\n", + " <tr style=\"border:none\">\n", + " <th style=\"border:none\" >Moment</th>\n", + " <th style=\"border:none\" >Eq. Value </th>\n", + " <th style=\"border:none\" >Relaxation Rate</th>\n", + " </tr>\n", + " <tr style=\"border:none\">\n", + " <td style=\"border:none\">$1$</td>\n", + " <td style=\"border:none\">$\\rho$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x$</td>\n", + " <td style=\"border:none\">$u_{0}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$y$</td>\n", + " <td style=\"border:none\">$u_{1}$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$3 x^{2} + 3 y^{2} - 2$</td>\n", + " <td style=\"border:none\">$3 u_{0}^{2} + 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x^{2} - y^{2}$</td>\n", + " <td style=\"border:none\">$u_{0}^{2} - u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x y$</td>\n", + " <td style=\"border:none\">$u_{0} u_{1}$</td>\n", + " <td style=\"border:none\">$\\omega_{0}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$x \\left(3 x^{2} + 3 y^{2} - 4\\right)$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " <td style=\"border:none\">$\\omega_{1}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$y \\left(3 x^{2} + 3 y^{2} - 4\\right)$</td>\n", + " <td style=\"border:none\">$0$</td>\n", + " <td style=\"border:none\">$\\omega_{1}$</td>\n", + " </tr>\n", + "<tr style=\"border:none\">\n", + " <td style=\"border:none\">$- 15 x^{2} - 15 y^{2} + 9 \\left(x^{2} + y^{2}\\right)^{2} + 2$</td>\n", + " <td style=\"border:none\">$9 u_{0}^{2} + 9 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$\\omega_{2}$</td>\n", + " </tr>\n", + "\n", + " </table>\n", + " " + ], + "text/plain": [ + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fada8392588>" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "create_lb_method(stencil=\"D2Q9\", method=\"mrt\", nested_moments=moments)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If one needs to also specify custom equilibrium moments the following approach can be used" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, "outputs": [ { "data": { @@ -322,20 +649,15 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc73fde48>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fad70ef8978>" ] }, - "execution_count": 5, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "from lbmpy.moments import MOMENT_SYMBOLS\n", - "from lbmpy.stencils import get_stencil\n", - "from lbmpy.methods.creationfunctions import create_generic_mrt\n", - "\n", - "x, y, z = MOMENT_SYMBOLS\n", "rho = sp.symbols(\"rho\")\n", "u = sp.symbols(\"u_:3\")\n", "omega = sp.symbols(\"omega_:4\")\n", @@ -374,7 +696,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -437,10 +759,10 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc73ed240>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fad70f2db00>" ] }, - "execution_count": 6, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -465,12 +787,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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5tm3bIjQ0FAkJCUhJSbEoB39/fzzyyCNISkpCUlKS5NE+Z2dndO/eHYMGDUJSUhIGDx4sOQcvLy+xnU5ISIC3t7ek8jY2NujRoweCg4ORkJCAoUOHSs7B3d0diYmJYg7mHvOaCg0NRWRkpHjclJpD27ZtkZCQgISEBCQmJiIgIEByDsHBwfDz80NCQgKio6Mlj465uLggPj4ew4YNQ0JCAgIDAyXnEBQUhCeffBIJCQkYNmyY5H3Tzs4O0dHRCA8PR3x8PLp06SI5B29vb4waNQpxcXGIi4uTPPJKRAgODkZsbCzi4uIkHzsBwNHRESEhIWIO+vMrKVxdXdG9e3fExcUhNjYWXbt2lVReX487deqEuLg4DBkyRHKMTp06AWhcp3FxcRg0aBBCQkLMrt9t2rRBu3btkJWVBUdHR8TExGDQoEHo0aOH2cfQQYMG4eOPPwbQeH7av39/REVFoVevXmad2wmCgLi4OOzatUt8r0uXLhgyZAjCw8PNOrcKCQmBj48PiouLxfe8vLwQExODgQMHIjg4+KHrZOjQofj+++8N3nN2dkZMTAyioqLQr1+/3xzx9PDwQFBQEK5cuWLwvoODA4YMGYJBgwahb9++v7leu3fvjlOnTqGmpsYodlJSElJSUhAfH9/ifqtUKtGpUydcvnzZaJ5Op0NJSQlycnLQtWtXi/bd/2sCteJnHMPDw+nEiRN/dBomEREmTJiAyspK9O/fH/369UOfPn0kneAXFxdjxowZGDZsGIYNG2bRrT7r16+HVqtFbGysRbdt1dXVYdWqVYiLi5N88qGXlZUFhUJhViNgChEhMzMT4eHhFt+yUFhYCFtbW6tuG8vLy0NgYKDFtzpVVFRALpdbdDum3u3bty2+FRJovC2lpqbG4tsIgcZbnr28vCSfvOjpdDrk5+ejffv2FudQWFgIZ2dni25V1svJyUGXLl0svuXrzp07AGDVLXiXL18WL6pY4v79+6iurrYqh+LiYnh5eVm8HrRaLe7fv29VnaqoqICzs7PF9RoAqqurLbrlW6+urs7iWyH1tFqtxbe2Ao37hqXbQY+IrFqP1pZvLTkw9nuzdv8GGr9Ix9Jb6AHg7t27qKiosOr4uW/fPri7uyM0NNSi/ay6uhoffPABhgwZgoiICIvazQ0bNmDr1q2Ij49HbGys5OMHESEtLQ1yuVy8OCV1neTn5yMkJAR9+/YVL3KFhYVJaoO/+OILvPjiiwgLCxMvFkZERJh9rkpEiIiIwNGjRxEcHCzGGDx4sNmPzZw/fx6hoaEgIvTp0wcpKSlISUlBeHi42ecWTzzxBJYvXw6FQoEBAwYgNjYWsbGxGDhwoNXHxd+DIAgniSjcrM9yx5UxxhhjjDHWGuh0OjQ0NFj1/GVhYSEcHR0t+t4UvW3btiEsLMyiOzqAxs7ztm3bkJiYiHbt2lkUY/ny5dBqtUhKSpL8XTpA43crzJkzRxwltmZA4P8X7rgyxhhjjDHGGGvVpHRc+d/hMMYYY4wxxhhr1bjjyhhjjDHGGGOsVeOOK2OMMcYYY4yxVo07rowxxhhjjDHGWjXuuDLGGGOMMcYYa9W448oYY4wxxhhjrFXjjitjjDHGGGOMsVaNO66MMcYYY4wxxlo17rgyxhhjjDHGGGvV5BkZGX90Di1auHBhxoQJE/7oNH7TwYMHMW/ePDg5OcHf3x+CIEiOcerUKSxYsABeXl7w8vKyKI93330Xubm5CAwMhIODg+Tyhw8fxmeffQZHR0f4+/tDJpN2TaOhoQGTJk1CSUkJVCqVRTmsWLECmzZtgpubGzw9PSWvy4KCAkyZMgWCICAwMBAKhUJyDm+//TbOnj0LHx8ftG3bVnL5EydO4L333oNcLkdAQIBFOWRkZODEiRNwdXWFh4eH5PVQWlqKZ599Fvfv34e/v79F22L37t346KOPIAgCVCoVbGxsJMf49NNPsX37djg6OsLX11fycuh0OrzwwgvIy8uDl5eXRdvj+vXrmDJlCnQ6HQICAqBUKiXHWLp0KdatWwcXFxeLlqO+vh7PPfccSkpK4O/vD0dHR8k57Nq1C/PmzYOtrS38/f0hl8sllSciTJ48GZcvX4a3t7dF6zIzMxOzZ8+GXC6HSqWyqG6/8cYbyMrKgoeHB9zd3SWXv3DhAt544w0AgEqlsmh7zpkzBwcPHoSrq6tF7UxpaSmef/551NXVQaVSwc7OTnIO3333HVavXg0nJyeL942XXnoJhYWF8Pf3h5OTk+QcsrOzMXPmTNjY2CAgIEBynQKAr776Crt374a7u7tFbZVWq8WLL76Ie/fuISAgAPb29pJzOHv2LN59913Y2tpCpVJZtByLFi3Czp07LV4OnU6HSZMm4datW1CpVBbt47m5uXjzzTchk8ksPnZ89913WLVqFZydnS2qVwAwY8YMnDlzBp6ennBzc5NcXqvV4m9/+xtu3boFX19fODs7S45RWVlp9TGsvLwczz77LB48eACVSmVR3aqtrcXEiRNRWloKX19fi/YzAJg2bRrOnz9v8ToFgOXLl2P16tVwdHSEn5+fRdv29zgeAsBrr72GCxcuWHwsARqPaQsWLICdnZ1F55wAUFNTg+effx4VFRUWb2MA+OKLL3DgwAFx/7fEgQMHsGDBAnH7WLI8eXl5mDFjBpRKpcVt8rVr1/D+++9blcfly5exePFieHl5WXSctsTMmTOLMjIyFpr1YSJqtVPfvn2ptauvr6eOHTsSAPLx8aGJEyfS9u3bqba21uwYWq2WunTpQgAoODiY3n77bTp37pykPDZv3kwASCaTUUxMDH3++edUUFBgUQ5eXl70zDPP0ObNm6m6utrsGB9++CEBILlcTtHR0fTJJ5/QtWvXzC5fWFhItra2BICCgoLo5ZdfpgMHDpBWqzU7RlpaGgEgR0dHGjFiBC1fvpxKS0vNLr9t2zYCQAAoLCyM3nrrLTpx4gTpdDqzyut0OurduzcBICcnJxoxYgQtXbqUbt++bXYO+/btE3Po2LEjTZo0iXbu3Ek1NTVmx3j22WcJAAmCQAMHDqR33nmHTp06ZfZy1NfXU6dOnQgA2dvbk1qtpvnz51NeXp7ZOeTm5pJcLicA5O3tTePHj6c1a9ZQeXm52TEWL14srosePXrQG2+8QYcPH5ZUJ1JTUwkA2draUlJSEn355ZeUn59vdvmioiKys7MjAOTv708TJ06kLVu2SNo35s6dK26PiIgImj17Np07d87s7VFbW0uBgYEEgNq2bUtjxoyh7777ju7du2d2DitXrjRal0eOHDF7XTY0NFDPnj3F/Ss9PZ0WL15MRUVFZuewdetWMYeuXbvSK6+8Qnv37qW6ujqzY8TExBAAsrOzo+TkZMnb89SpU2IOHTp0oBdffJF27twpqc1+6qmnCAApFAqKjY2lTz/9lK5evWp2+ZKSEnJyciIA5OvrSxMmTKDNmzdTVVWV2THmz59vVKfOnz8vqa2KjIwkAOTi4kKPPfYYffvtt5LqVG5uLslkMgJAnTt3pilTptDPP/8saf+cM2eOeNyIiYmhTz/9lK5fv252eZ1OR/369RP3jccff5xWrVpFFRUVZse4evWq2FZ16tSJXnnlFcnHns8++0w8Bg8ePJjmzp1LFy9eNLs8EVFsbKzB8Wvp0qV0584ds8uXlJSQs7OzWK/++te/0qZNmyTVq927d4v7R7du3Wjq1Kl08OBBSetCfy4AgPr160ezZs2i06dPm103iYgmT55ssD7nzJkjqX4TEb3wwgtijKioKJo7d67kGLNmzRKXpX///vTOO+9IXpYNGzaIMYKDg+nVV1+lAwcOUH19vdkxbt++TQ4ODuI52vjx42nt2rVUWVlpdgwiIo1GY3A8nDdvnqT2k4ho/fr14vKEhobS66+/Lvm4XFtbSwEBAQSA3Nzc6PHHH6fvv/+eysrKJOXy1ltvie3H0KFD6YMPPqBLly5JipGdnU2CIBAA6tKlC02ZMoX2798vafvU1dVRhw4dCAB5enrS+PHjad26dXT//n1JuSQkJBAAatOmDY0ePVpym0z072Okl5cXPfXUU7RhwwZ68OCB2eV1Oh317duXAFBISAi98cYbdOzYMWpoaJCUhxQATpCZfUOh8fOtU3h4OJ04ceKPTqNFzzzzDAoKCpCTk4O8vDyDeS4uLkhJSUF6ejqSkpJMXnU8ffo03njjDdjZ2eHChQu4ePGiwfzg4GD86U9/wqhRo9C9e3eTOUyfPh0nT56EQqHAli1b0Hx7Dhw4ECNGjMDIkSPRsWNHo/IFBQUYP3485HI5Ll26hGvXrhnMd3R0RFJSEtLT05GcnAxXV1ejGJ999hk2b96M2tpaHDhwwGh+WFgY0tPTkZaWhl69ehldKdRqtUhKSoJMJsPx48dx7949g/menp7QaDRIS0tDXFycyatqq1evxqJFi1BUVIRz584ZzJPL5RgyZAjS0tKQlpaG9u3bG5UHgDFjxqCkpAQ//fST0Xr09/dHamoq0tLSEB0dDVtbW6Py+/fvxzvvvIOrV68arUdBEBAREQGNRgONRoOQkBCTV0wnTZqEc+fO4cCBA2hoaDCY5+TkhLi4OKjVaiQnJ8PHx8eofE5ODp577jmUlpYiKyvLaL6fnx+Sk5ORkpKC4cOHm7yC/O6772L37t3Izc3FzZs3jeaHhoYiJSUFKSkpiIiIMBoZKCsrw4gRI0BEOH78OB48eGAw38bGBkOGDIFarUZKSgo6d+5s9Df+9a9/YcWKFaivr8fPP/9sNN/T0xPJyclQq9WIj4+Hi4uL0Wc0Gg2qq6tRWFiICxcuGM3v1auXuD369u1rdGVy+/bt+OCDDyAIAk6ePGlULx0cHBAfH4/U1FSkpKSYvFtiwoQJuHr1Kqqrq3H48GGj+R07doRGo0FqaiqioqKMRrZPnz6NqVOnAmjcts23h0KhQFRUlLgcnTp1Mvobb7/9Ng4fPoyGhgbs27fPaL6npydSUlKg0WgQHx9vVCeKioowduxYAMDVq1dx/fp1oxj9+vWDWq2GRqMxuY/PmzcPa9euBRFh3759RvtX27ZtkZiYCLVajcTERJNXeWNjYwEAN27cQG5urtH8sLAwMYd+/foZbc+1a9fiyy+/BAAcOnQINTU1BvOdnZ0RHx8PjUaD5ORkeHp6Gv2NsWPHori4GCUlJfjll1+M5nfv3l3cFgMGDDC6Yn748GG8/fbbAIAzZ86gtLTUYL6+Tmk0GqSkpMDb29vob0yZMgW//PIL6uvrsX//fqP5nTp1EtuqyMhIo/3z6tWrmDhxIgRBQF5eHi5dumQwX6FQIDo6GmlpaUhNTUVgYKDR3/jwww+xY8cOyGQyHD58GJWVlQbzH9ZmV1dXIzU1FTKZDNXV1Th48KDR3wgLC0NaWhrS09NN1qmVK1di2bJlkMlkuHbtmtFyKJVKxMbGisvh6+tr9DdGjhyJyspKyGQyHDlyBBUVFQbz3d3doVarkZaWhvj4eKOR1J9++gnvv/8+BEFAXV2dye3RtWtX8dhjqk4899xzyM3NhSAIuHHjBnJycgzmy2QyREZGitu0S5cuBvOzs7Px0ksvAWg8zpw5cwYlJSUGn7G3t0dcXJzYVjU/dsyaNUs8duv3UZ1OZ7QukpOTodFokJCQYNDmlpSUYPTo0eLvLbV3KpVK3EeHDRtmcLfCwoUL8cMPP4i/l5WV4dSpU0Yx9G2mRqNBVFSUwahhQkICtFqt+Pvdu3dx5swZoxhBQUFiHk1jbNy4EZ9++qnBZ+/fv49jx46ZvSxPPvkkbty4YfBZIsLevXuNYri5uSEpKQkajQaJiYlo06YNjh07htdff93os0Dj8aD5cUipVCImJgYajQZqtRrt2rXDa6+9hpbOnVs6HoaFhYkxvL298cwzz5gsr1+ePXv2GL3f9Fhy6dIl7N69W5zXdP/Vv75w4QIKCgoMYigUCgwZMgQpKSn48ccfYW9vL37e1M/KykqTda1r167o3LkzioqK0KZNG8hkMoNyzV8fOHDA6FzFzc0Nzs7OcHFxgbu7O2xsbMTPm4px/vx5o3M/GxsbuLi4wMvLC56enrCzszMor89LP+Xl5RkdWwRBQNu2beHl5QUfHx84OjqKZfXlm75Qh1SVAAAgAElEQVS+cuWK0b4jk8ng7u4OHx8f+Pr6wsHBAXK53OSkUCiQlZWFzMxMgxj+/v5imzx06FCLR+xNEQThJBGFm/Vhc3u4f8TU2kdc9SOUD5s8PDxo8eLFRlcrmo4+PGwKCQkxGSM+Pt7sGMOHD6cLFy4YlL9w4YLZ5T08PGjhwoVGOUycONGs8jKZjP785z/TzZs3DcrX1NSYnUO3bt1o+/btRtvi/fffN6u8o6MjzZgxw+QVaF9f34eWFwSB4uPjTY6Ir1q1yqwcOnToQJ9++qnJq3n6EZDfmhwcHOiRRx6h06dPG5U/fvy4WTl06tSJ3njjDZNXNx9//HGztuXgwYPp66+/NrrKeufOHbNysLW1pZSUFNq7d69RDtOnTzcrhouLC/3lL38xObKvH9F62OTv708ZGRlGdaLpaO/Dpr59+9LWrVuNcujRo4dZ5R0cHOjJJ5+kwsJCg/I//fSTpH1jyZIlRvunfsTZnBwee+wxunz5skH5q1evmp1DcHAwffbZZ0Z1e9KkSWaVt7e3pxEjRpjcv8zNISgoiGbPnm10h8Inn3xiVnmFQkFxcXGUmZlplEP79u3NiuHh4UFTp041urtg3bp1Zi9Hjx49aMOGDUYjO0OHDjWrvI2NDT322GNGd0mcOXPG7Bzc3Nzogw8+MBoRf/LJJ82O0bt3b9q/f79B+bKyMrPLy+VyGjt2rNG+MXPmTLNjuLq60kcffWS0HG5ubmbH6NWrF+3Zs8eg/PLly80ur1AoaMyYMXTjxg2DGH369DE7hoeHB7377rsGdfvgwYNmlwdAPXv2NKpXjz76qNnlbWxsKDk5mX755Rex/M2bNyXl4OLiQuPHjzc4F5g6daqkGB4eHjRp0iSDO6psbGwkxfD29qbJkyeLI1pffvmlpPL6fWTixIlUXFxMROafFzad9O3e+fPnDe76kjIJgkADBgygTZs2iaN2lkwqlYqef/55i8sDjcd2c9tKnv4zp7Zt29Ls2bMl3an0W8Ajrv83Vq5ciXv37uHrr782uqrXo0cPJCUlISkpCZGRkSavTFy7dg2bNm1CTU0Nli9fjuzsbIP5Li4uiImJwfDhwzF8+HB07drV6Krzxo0bcf36ddy9exczZ840mKdQKBAZGYmEhAQkJCSgd+/eRqMQ9+7dw3fffYeGhgYsW7YMJ0+eNJjfs2dPJCcnIzk5GQMHDjT5rOP+/ftx7tw5XL58GZ988onBPA8PDyQlJSE5ORnx8fEmn+/QarVYuHAhGhoa8I9//AO3b982WIbBgweLMbp3725ypPL06dM4fPgwduzYgU2bNhnM69q1q7gMUVFRJkdLAWDZsmW4ffs2pk2bZjAi1LZtWyQkJCAlJQWJiYkmR2IA4MqVK9i1axe+//57gyvv+ivm+quZwcHBLT6fsn79ety4cQMvv/yywZVjX19fcWRu2LBhLT7LcefOHaxduxYnTpzA4sWLxfcFQcDAgQPFq/bdunVrMYc9e/bgypUrWLp0qcGVTHt7e8THxyMtLQ1qtbrF9VBTU4Nly5ZBEAS8/vrruHv3rjjPw8NDHMGIi4tr8Vmw48eP49SpU7h16xZmzJhhMO+3rrg39fXXX6O+vh47duzA+vXrDeaFh4eLMUyN5gCNV4P1I5T/+Mc/UFhYaLAuhg8fLo5+q1QqkzmsWrUKpaWluHLlCj788EODee3atRPrxNChQ00+K3nz5k2xPi9cuBCnT58W5ykUCgwdOhRqtRpqtdrkaCvQOHJ8/fp1lJaWYvr06Qbzmo4axMTEmKxXFRUV+PbbbwHAqG7rr47r12VQUJDJHA4dOoRz586hqqoKr7zyisH+5efnB7Va/dC6vWDBAgiCgE2bNmHLli3i+033L41G02LdzsrKEkeep06diurqanGem5ubOIKfkJDQ4nNbK1euFK/wr1ixwmBez549xW3Rv39/k88nXbt2Ddu3bwcRYc6cOcjPzxfn2draIiYmRrwToaU7QzZs2ICbN2+ioKAAs2fPNpjn7e0t3g0xfPhwk3cilJSUYPXq1dDpdFi7dq3RyEnPnj3FGAMGDDD5rOWePXuQk5ODhoYGTJ8+3WCk0tbWFtHR0WKba6pe1tbWYsmSJdDpdMjNzTUa5fLy8hLb/Li4OJN3+pw4cQLHjh2DTqfD6tWrje726dGjB1JSUpCcnGzyzhAAWLJkCaqrq9HQ0IAZM2agrKxMnKcfydLfoWKqbl+8eBF79uyBTqdDXl4e/vnPfxrM9/b2FsvHxcWZ3B5r1qzBnTt3oNPpsGXLFmzbts1gvv5OArVajX79+hnVq6KiIrF9IyLMnTvX4A4wW1tbDBs2TKxX7dq1M8ph586duHr1KogINTU14nOQeh4eHuJoq6k7XB48eGCwP1y7dg1z5841+MzD2u0jR44YjDSdPn0aCxcaPvIWGhoqxjC1jy1atMgg7+bHQeDfI4sajQbh4eEG50TZ2dlGd/hcvHgRH3/8scF73bp1E2M0r1vff/89ysvLDT5fWVkp3jmjp2/3NBoNYmNjxXYvPz8fW7duhSnvvfeewWiuo6OjwV0i+js0tmzZYjTqq2fqeNi/f38xl7CwMJSVlRmMfjfvJ1RWVmLatGkG73l7exssz6lTp3D+/Hmj8k1fL1682OiYpr8bKykpyeDunJZ+5uTkYN68eQa5tG/fXjwW6HQ6yOVyg3LNXxMR3nrrLYM7RxwcHDB8+HC4u7ujc+fOaNOmjVEHqnmMlStXGp1D9+jRA4GBgQgNDRXPE5rH0el04uu9e/cabX8fHx8EBweje/fu6NixI2QymVhGp9MZvd6/fz927dplEKNNmzbo3r07goODERQUBLlcjoaGBoNJq9WKrw8dOmQ04urk5IThw4eLfZuAgAD8XnjE9f9QQUEB2dnZkbOzM40YMYIWLVpkdEX1YW7cuEF2dnakUCgoKiqKZs2aRYcPH5Z0f73+6nP79u3p2WefpXXr1kl6lrC4uJgcHBysWo5x48YR0PhMy4wZM+jo0aOS7onfu3cvAY3P5jz11FO0Zs0aSc871NXVUVBQENna2lJiYiJ9/vnnRqNHD6N/3io0NJSmTZsm+TmU8vJycnNzE59P+Oabb6ikpERSDgsWLCDg38/YHj9+XPKzBcOGDSM7OzvSaDS0aNEiSc8hEhGVlpaSk5MTeXl50dNPP00bN26U9JwUEdGOHTsIaHyW8dVXX5X87BsR0SuvvEKCIFBkZCTNnj2bsrOzJT1bVF9fT126dCEHBwdKS0ujRYsWGY3cPMzhw4cJAAUEBNDf/vY32rJli+R1MW7cOJLJZDRo0CB6//33JT3fStT4/LednR25u7vTuHHjaNWqVZKfBXrzzTfF/dOSZ870ddvV1VV8Hknqszf6Z9969+5NM2bMkPT8ONG/n4tydnamUaNG0fLlyyU9A0hE9O233xLw7+f3pO7jOp2OBgwYYPCMmJRnMomITp48SQDIz8+P/vrXv9KGDRskPwulHxXp168fZWRkSG4n7t+/T15eXuTg4ECpqan01VdfSW7zN23aREDjKM3EiRNp48aNkpdj7NixJAgC9e/fnzIyMiQ/S1VRUUHu7u7icixYsEDyM3v6u59UKhVNmDDBou0xYcIEq7aH/jl2e3t70mg0Fi3H6dOnxWOopfVK/6xujx49LHp2kYjo6aefturZVKLGZ/1sbGwoPj6ePv/8c0nfl6E3bNgwUiqVlJiYSPPmzZP0HQ16o0ePFp+//uijjyg3N1dyjPfee4+AxjtzMjIy6OTJk5LXh/5uqoCAAHruuedo27Ztkr5ngcj4eCj1Owr0Zs+eLbbjb731lkXPP+qPaW5ubjR27Fj64YcfJB9PiIj+9Kc/iXXNkmMrEdHGjRsJAAUGBtJzzz1HW7dulXyMv3PnDjk5OYnfbbJkyRLJ61ar1VK3bt1IoVDQsGHD6KOPPpL8nLxWq6WuXbuSTCajyMhIevfdd+nMmTOSz5s6d+5MQOPdnq+88gr99NNPv9voqimQMOL6h3dOf2v6T+i4ZmZm0r59+yR9uUhz+/fvpy1btkh+yF5Pp9PRsmXL6OLFi5J3WL3jx4/T3r17La6YNTU19M0334i3y1hix44dkk+mm7p69Spt3rxZ0kPoza1evVrySWhT2dnZkr9sprmNGzdalUN5eblFXwrQ1NmzZ+nQoUOST1ia2r17N+Xk5FhcXqfT0apVq+jWrVsWx8jPz6etW7dKPsA39dNPP9Evv/xicb2sra2lb7/9VnIHq6kTJ05YtT3061Jqp72p7Oxs2rdvn6ROXnPr1q2T3Dlq6sqVK5K/SKm5LVu2WHTyqXf79m1av369xe01UeMXsEn5srTmtFotrVy50qKTTr3z58/Tjh07JH3pW3ObN2+mrKwsi5ejpqaGVqxYYdU+fvbsWdqxY4dV+/iWLVus2sfr6uqsPv7l5uZadMLc1L59++jkyZNWfYnK2rVrLeok6tXX19P3338v+YJtUxUVFbRmzRpJX7DVXFlZGf34449WxaipqbG4Q9XUjz/+KOnLMk3Zt2+f5A5Ic7/H8ZCo8TzJmnacqPGYZsnF7Kaqqqpo5cqVVh1biRovwFnTjhE1Lo/UL9Fs7urVq7R69WrJF6Wbys3NtWjApKmzZ8/S/PnzrToPlUpKx5VvFWaMMcYYY4wx9n9Oyq3CZv+DH0EQlgiCcFsQhHNN3vunIAg5giBkCYKwThAEkw8GCYJwXRCEs4IgnBEEgXuijDHGGGOMMcbMJuU/0y4FkNjsvV0AQomoJ4BLAEx/h3ejGCLqZW6PmjHGGGOMMcYYAyR0XInoAIC7zd7bSUT6rz7NBGD6qzUZY4wxxhhjjDELSRlxfZinAGxrYR4B2CkIwklBECb8jn+TMcYYY4wxxth/OeN/bGYBQRDeBKAFsLKFjwwiokJBELwA7BIEIefXEVxTsSYAmAAAgYGBv0d6jDHGGGOMMcb+g1k94ioIwhMA1AAepxa+opiICn/9eRvAOgD9W4pHRAuJKJyIwj09Pa1NjzHGGGOMMcbYfzirOq6CICQCmAYglYiqWviMoyAIzvrXAOIBnDP1WcYYY4wxxhhjrDkp/w7nOwBHAHQVBKFAEISnAXwBwBmNt/+eEQRhwa+f9RMEYeuvRb0B/CwIwi8AjgHYQkTbf9elYIwxxhhjjDH2X0vKtwqPISJfIrIhIhURfU1EnYgo4Nd/c9OLiJ799bOFRJT86+urRBT269SdiN79/7UwrUF+fj7u379vVYzLly9Dq9U+/IMtICLcvHnTqhzKyspQVlZmVYybN29Cp9NZXL6urg6lpaVW5XD79m2rctBqtbh165ZVORQUFKCurs7i8kSE7OxstHAnvllu3ryJGzduWFweALKysqyuE8eOHbNqXVRXV+PcuXNWrYvi4mLcuXPH4vIAcOXKFau36aVLl6xajjt37li9f+Tm5qK+vt7i8rW1tbh06ZJVOeTl5aG8vNyqGNnZ2WhoaLC4/L1796xuM69evYqamhqLyxMRLl68aFWdKC0txd27dx/+wd+Qn59v1fEHaNym1qioqLB6OQoLC63aR4HGbWrN9qipqUF+fr5VORQVFVnd7l66dMmqugkAv/zyi1X7mFarxalTp6w6HldXV+PMmTNWb5MTJ05YlYdOp8OhQ4esajsB4Pjx46isrLQqxuXLl62uY3V1dcjMzLRq+wLA2bNnce/ePatiVFRUWH2MB4Bz586hurraqhi3b99GUVGRVTF+j3YdAK5fv25VnQUa20Rr8ygoKLA6hrXkGRkZf2gCv2XhwoUZEyb8Z30JcUFBAbp06YIDBw6grKwMnp6ecHV1lRTjxx9/RGJiIs6ePYv6+nqoVCrY2dmZXV4QBLz44ouYOXMmioqK4OLiAl9fXwiCYHaMhoYGBAcHY9u2bSgrK4OXl5fk5di6dSsSEhJw6dIlyGQyBAYGQqEw//vAZDIZ4uLi8M0336CsrAze3t6Sczh8+DCGDBmC3NxcKBQKBAQESM5BrVZj4cKFKCkpgYeHBzw8PCTlcO7cOfTs2ROnTp1CTU0N/P394eDgYHZ5QRDw8ssvY/LkyWInQaVSwcbGxuwYOp0OwcHB+Oabb5CXlwelUgl/f3/I5XKzY5w5cwa9evXCrl27UFxcDCcnJ/j4+EiqV19++SVGjhyJY8eOoby8HF5eXmjTpo3Z5RUKBUaNGoWMjAxcvHgROp0O/v7+UCqVZseoq6tD586dsX79ehQXF8PZ2Vnycvz8888YOHAgTp48ierqavj5+cHR0dHs8oIgYPLkyZg6dSquXbsGhUIBlUolaXtotVp06dIFmzdvxp07d+Dq6goPDw9Jy7F161ZER0fjzJkzFtVNhUKBkSNH4r333rN4OW7fvo2goCDs2bMHJSUlcHd3h7u7u6Tl+PTTTzFmzBhkZ2ejvr4e/v7+ktpMuVyOPn36YNmyZbh58yYcHR3h5+cnKYeTJ0+id+/eOH78OO7fvw8fHx84OzubXV4QBEydOhUvv/wyrly5Iq5LKe2VTqdDt27dsHHjRovX5eHDhxEREYGsrCyLjj8A8Oqrr2Lq1KnIy8uDvb09/P39IZOZ/2SSIAjo2bMn1q1bh9LSUnh6esLd3V1SDhcvXkRoaChOnTqF2tpaqFQqSXUbAD7//HOMGzcOubm5kMlkko8fcrkciYmJ+OKLL1BQUGBRvbp//z6CgoKwc+dOlJaWwsPDQ/K6+PnnnzFgwACxo+Tr6yupbgLAZ599htGjRyMrKwu1tbXw9/eHvb292eVlMhleeOEFTJ48GefPn4dWq4VKpYKtra3ZMRQKBcaMGYPp06cjJycHDQ0NFsUYN24cpk2bZnF7IQgCZs2ahSeffBKnTp1CVVUVfHx84OTkZHYMANi+fTuGDBmC/fv3o6SkBG5ubpL316qqKnTu3Bk//PAD8vPzoVQq4efnJ6kNlsvleP755zFp0iSLty/QeAGxZ8+e2L17N27fvo22bdvC09NT0vIolUokJSVh9uzZyM3NhSAIks93AGDHjh2IiopCZmYmKisr4ePjAxcXF0kxiAjBwcH44YcfUFhYaNG5giAI+Pvf/46pU6fi6tWr4nmolO0DAEuXLsXIkSNx8eJFAEBAQIDkdbJu3TpoNBpcvnzZovYMABYvXowxY8aIyyL1GNWSmTNnFmVkZCw057PCH91z/i3h4eF04sSJPzqNFumvYhKRwfTSSy/h559/Fj8XEhKClJQUqNVqREZGihu5srIS169fN7h6QUSor69HfHy8eOVKLpcjKioKGo0GarUaXbp0ET+fl5eHBw8eQBAEyGQyccrNzUVSUpL4OZVKhdTUVKSmpiI6Olps6Gtra8XGAWjcyfTTvHnz8MUXX4gxQkNDkZqaCo1Gg/79+4snIoWFhbh37x5kMpmYhyAIICLExsaioKAAAODg4ICEhASkpaUhJSVF7AASEc6fPy/mLpfLxZ87duzAxIkTxRx69uyJ9PR0pKWloXfv3mLeJSUluH37tlhOH0MmkyElJQXnzjU+Vu3s7IykpCSkp6cjKSkJbdu2FWNfvHgRDQ0NButRJpNh7969eOaZZ8TPdenSBampqUhLS0NERITYAJWXl4ujmk0bNkEQMHbsWJw+fRpA4wE8MjISGo0GGo0G3bp1Ez9/5coV3L9/X6xLOp1OvGI3duxYMaadnR1iYmKgVquRkpKCdu3aAWg8iOXm5qKhocFomj9/Pr7//nsxhouLC+Li4pCcnIzExET4+fkBaBxxKS0tRUNDA7RaLbRarfj66aefNhhN8fHxQUJCApKSkhAfHw9XV1dotVpxBExfTv/6zp07eOyxxwyuHIaEhCA5ORlJSUkYPHgwlEoliouLcevWLTQ0NECn00Gn04mvDxw4gDfeeEMsr1QqER0djeTkZCQnJ6Nz584AGg+iWq3WaF0SET766CODdeHn54fk5GSo1WrExsbCyckJd+/exc2bN8X9s+lPIsIjjzwirgtBEDBgwACo1Wqo1Wr07NkTgiAgNzfXYKSj6b5+6dIljBo1Svzd2dkZCQkJUKvVSE5OhqenJ+7fv49r164ZldW//uSTT7B06VLx/Y4dO4o5DB06FEqlUhzRbJ4/EUGr1UKtVosj0IIgICIiQowRGhqK+vp65OTkGLVz+ungwYN4+eWXDZYjPj4earUaSUlJ8Pb2RmFhIUpKSoy2g/73V199Ffv37xdjBAUFiW3mkCFDoFQqcfbsWaO/rY9VWloKtVotjhgoFAoMHjxYjNG1a1eUlpaKV5xNxfn222/xySefiDl4enqKdSI+Ph4uLi64ePEiamtrjdal/vWYMWMMRqD79u0rrss+ffrg/v37BvtP8+PvlStXMGLECPF3Jycngzrh5eWFa9eu4cGDB2jJvHnzsGDBAvH3Tp06iW3N4MGD0dDQgMuXL4vbW6/p6/T0dOTm5orrcsiQIWKMoKAgFBQUoKyszOi4oX+dl5eHxMREMZ6bmxtSUlKg0WiQkJAAR0dHXLhwwWRZ/eulS5dizpw5YoyuXbuKx5+IiAjcvXsXt2/fNsi9eawnn3wSR48eBdDY7g4aNAgajQapqano2rUrLly4YDDK1Hx9lJWVISYmRhy5dXR0RHx8PDQaDVJSUqBUKsXjW0t27dplsH94e3uL9TIuLg7FxcWorq42qktNf77zzjtYt26dGKNz585Qq9XQaDTo3bs38vPzW9w/9fV71KhRBnfd9OnTR8zDy8sLFRUV4v7U/CcRoaSkBGlpaWLbrT+OpaSkID4+HnK53ODvmZqysrLwwgsviDnY2NggKioKycnJ6NevH1xcXFosr2//f/75Z7z11lsGMYYMGYLk5GR06tQJAQEBICKTxw79dOTIEUyfPl2MIZfLMWjQIERHR6Nnz57o0KGDyb/d9PW1a9fQfGClb9++6N+/PyIiIsTjekt5NDQ0oLa2Fn/+858NRl3bt2+PgQMHYtCgQejduzeUSmWLueinOXPmYM+ePWIMZ2dnREREYNCgQYiIiEDbtm1b3Cb66fTp05g2bZpB/Q8LC8PgwYMRGRmJoKAgADAo03Rb6df5xIkTxWMW0HiOMHjwYAwaNAjh4eGwtbVtsY7pX+/cuROzZ88WY9ja2qJfv34YPHgwBg8eDG9v79+s7/pj2yOPPGJwt0KXLl0QFRWFwYMHIzQ0FDKZrMXju/71nDlzDPY9Dw8PREVFYejQoRg4cCDs7e2N2vGmv1dWVuLo0aOYOnWq+J6DgwMiIyMRExODqKgouLm5obmmbdGNGzdQVlaG8ePHi6PISqUSERERGDZsGKKjo+Ht7W1w/q6PIQgCqqurcePGDeh0OjzxxBMoKSkBANjb2yMyMlKM4ebmZlDW1M/q6moMGjRIrLNOTk5ITEyERqNBcnKy5IGdJst7kojCzfrwwzb+Hzn17duXWrMuXboQGv9HrdlT27ZtafTo0fTDDz/Qli1bJJcHQJ07d6aXX36Zjhw5QomJiZLLOzs706hRo+ibb76hzMxMi3Lw9vamp59+mjZs2EDPPPOM5PIymYwGDx5M//znP+ns2bMW5RAQEEAvvPAC7d69m2bPni25vEKhoLi4OPriiy/oxo0b5OfnJzmGp6cnjR8/ntavX08rVqywaDmCgoJo8uTJtHfvXoqIiLAoRvfu3WnatGm0du1ai8oDoF69etH7779Pf/rTnywqL5PJKDIykv71r39ZnIOTkxM98sgjFtUp/dSpUyeaPHkyOTg4WFReqVRSfHw8Pf744xbnoFKp6Nlnn6UOHTpYVF4QBIqIiKCnnnrK4hycnZ1p5MiR1KtXL4tjBAYGWrUeBEGg/v3708CBA62qE+np6RaXB0AdO3akqKgoi8srFAoaNmwYubq6WhzDx8eHhg8fbtW6HDhwoMV1Cmg8/lhyzGg6BQcHU48ePSwub2NjQzExMVbl4O7uTmFhYVbF6Ny5M9nZ2Vm1PYKCgqzKwdbWllxcXKyKYWk71zwPa2PwxBNP/9uT/rx+7ty5lJOTI6k/BeAEmdk3/F3+j+v/KltbW9ja2hpc5RAEAXV1dSaffWjbti2Sk5ORmpqKhIQEHD16VBz5bH6lVz+S25yvry9iYmIQExODsLAwyOVyKBQKg6tVD6NQKMRRXyISbzcwVUFa4u/vD39/f/j4+ECpVMLGxsbgCpo5Odjb28PGxgaCIMDGxka8kmiuBw8e4O7duyguLkZdXR0UCgUaGhrMWgdA462WpaWlKC4uRkFBgbhe9FcQzaG/YldfXw8iMrhltWke+pG/5uzt7RESEoJu3bqhc+fOsLOzg52dndHotSAIJp8D1I/06UeAq6urYWdnJ446N51qa2tNPivl6+uLtLQ0pKenIzo6Gs899xwcHBygUCjE+qV/fffuXVRVGX+B+MCBA/HII48gPT0dHh4eYg76ck1fFxYWGq1fpVKJ4cOHIz09Hampqfjqq69gb29vMAKvf02/Xv03tS4TExPFEf0VK1ZAp9MZrUuZTIa6ujqTy6EfkU9NTUV5eTnWrFkjrufmVzFrampMPhPk5eWF+Pj4h+7jAFp8Bqdbt26IiooyuA3O1BVQrVZr8jk+pVIpXtGtqqrChQsXTC6DIAioqqoyWd/9/f2RkpKCAQMGYM2aNUbtnH4iIpPP9ctkMgwePBipqak4f/48zpw5I5ZpWq9lMhlqampMPoPn7u4OtVqN1NRUbNu2zWTZpvuHqX0sLCwMqampqKmpwbFjx4zy18doaGgwOZKpVCoRGxuL1NRU5OXloaqqqsVRwtraWpPPh3p6eiIpKQk+Pj44ePCg+L6UOtG1a1dERUVh3759v/k8rv7uhuZkMhl69OiB4OBg/PTTT+K202veXpni6OiIbt26obS0FEql8jdHCVtqQz08PMTHRprm0DzWb7XjKpUKrq6uBrfKmcqlpRyUSiU6duyIW7duiZ+Rui48PT3h76fXu88AACAASURBVO+P/Pz837wNmohafNa2e/fuuH37NmpqakyOluh/1tfXm4xhb2+PPn36IDMzU1yfLU0PHjwwuSwqlQr29vbIy8sTY5hqMwVBQGlpaYv7WHZ2ttjGN79rST8BMPmdEUqlEiqVCjdu3ICNjY1Rm980hk6nQ3FxsVEMJycn1NTUQCaTwcbGBgqFwuRdXPoYpvYhW1tbaLVaKBQKKJXKFvOQy+XinQXN6deXjY2NuCy/FefmzZsmt60+hlKpNFgWU+ukvLzc5LOl+nMr/TlaS9tFv05a+h4MhUIhxtH/7aZ3+TV9XVJSYvLYKpPJxPWqX56W2nOtViveTWEqF30+TcuamkpKSky2AYIgtBhDP1//uqysrMW2SL9M+rvumrbn+t+1Wi1qa2tNlm/6t/R5ADD6e9Z+54AUzY8LUjg6OsLHxwdeXl4mR5F/N+b2cP+IqbWPuJqi0+lo0KBB4hWIjh070uTJk2nPnj1UV1dnVox79+5RmzZtxBi9evWit99+m44fP04NDQ1m5fDzzz8bXAnp0aMHvfbaa3Tw4EGqr683K49XXnlFLO/g4ECpqam0cOFCKigoMCuHBw8ekK+vrxjDz8+PnnnmGVq3bh1VVlb+Ztn6+nqqra2lRYsWGSxH79696c0336TDhw+TVqttsbxWq6Xa2lq6f/++wci4i4sLPfroo7RkyRIqLCx86DI0NDTQN998Y5BDv379KCMjw+zt0dDQQD179hTL60fjNm/eTFVVVQ8tT0S0Z88esbydnR1pNBpatGgRFRUVmVWeiGj8+PFijG7dutFrr71GmZmZZi0DEVFNTQ35+/sT0DgCFR8fT/Pnz6ebN2+ancO5c+cMtsWYMWPohx9+oPLycrNjLF68WIzh6elJTz31FG3cuNHsdUlENG7cODFGQEAAPf/887Rz506qra01q3xNTQ2pVCoxRmhoKL3++ut05MgRs9fngQMHxPL6Eb2PP/6YLl++bPZyTJgwQYzh4eFBTzzxBK1Zs4YqKirMKl9RUUFubm5ijD59+lBGRgadOnWKdDqdWTGWL18ulndycqJHH32Uli9fTiUlJWYvx5AhQ8QYXbp0oalTp9LBgwdb3Meby8nJIZlMJq7L4cOH0+eff07Xr183O4fp06eLObi7u9MTTzxBP/7442+2VU3V19cbjMCFhITQa6+9RocOHTJ7OQ4dOiSWl8vlFBMTQx999BHl5uaavRx///vfxRht2rShxx57jFasWGH29qirq6OOHTuKMQIDA+n555+n7du3U3V1tVkxTp48adRmzpw5k06ePGl2vZo5c6ZBm5eSkkLz58+n/Px8s8rrdDrq16+fGEN/l9DDjj9N5eXlkY2NjcGxePr06XT06FGz9/Ovv/7aaDkWLFhg1nFUb9SoUWIMX19fmjBhAm3atMnsNq+qqop8fHzEGH379qWZM2dK2s+zs7NJEAQCGkdok5OTacGCBZLa/6Z3BLm6utLYsWNp1apVZrdXREQLFiwQY/j4+NCECRNoy5YtZtdNIqKFCxcanJf87W9/o+3bt1NNTY3ZMXbs2GHQ9o4fP542bNhADx48MDtGUVGROOpvb29P6enp9K9//Yvu3LljdgwioqFDh4q5DBw4kGbPnk3nz583e9sSGbbjvr6+NHHiRNq6dauk9VpdXS2e88nlcho2bBh98skndPXqVUnL8/777xtsn2effZa2bdsmKZfS0lJydnYWc4mOjpbclhIZHmP1+56Uczcior3/j73zDo+q2v7+90zJpEzaJJnJZGYS0gtNigFpgZCEFJLgteDl2qWoXFGuiApKEcWgggoKUkRAQEAFBCkiIIJIC0Wq9JqEkEbKpE1Z7x94zp3JJJAz473yu+/+PM9+5sxw1srae6/dCz/9JOiQy+WUkpJCM2fOFJUuJSUl5OXlZdfnaKl9sVqtQv/VYrGQ2Wwmk8lEVVVVdvWATqejESNG0Pr162/rt7b6SkpKSKlUCjoiIyPppZdeoq1bt7a6/9QcELHi+pcPTm8X/i8OXLdv30733Xcfvfvuu3TixAlRFQdPXl4epaen0+zZs1vdSDclNzeXsrOzac6cOXT58mXR8kVFRRQfH08jR44UXWHwzJw5k7p3705TpkwR1UDyNDY2UufOnemBBx6gzz//XFQDybN06VJq164djR07lnbs2NHqyQMes9lM3bt3p4ceeogWLVpE169fF23D6tWrKTExkd566y06fPiwUz7x8MMP09NPPy26YeS5fPky9e7dm/Ly8ujUqVOi5YmIli9fTg8++CAtW7aMKioqnNIxZswYGjFihOhOAo/JZKL09HQaM2aMqIGNLefOnaPExESaPHmy0/mxYMEC6t+/P3388ceiG2Wehx56iP7xj3/QihUrnErPS5cu0T333EOvvvqqqMGRLTNmzKCMjAyaM2cOXb16VbS82Wym/v370/PPP+90nu7cudPp7UU8o0aNoiFDhtCKFSvo5s2bouXLy8spMTFR9IDZlqVLlzo1+WDL4MGDaciQIfTVV1855ROFhYXUvn17eumll2jbtm2i6zsiokWLFlGPHj1o6tSpdOzYMafKx5AhQ2jQoEG0YMGCO04QNkdFRQW1bdu2VZ2qltiwYQN17tyZJkyYQPv372/1QNOW0aNHix4w29LY2Eg9e/akoUOH0nfffUc1NTWidRw7dkyIR2snS5syd+5cl8o5EdELL7wgejLHFqvVSn/729/oxRdfFDWRb0tjYyNlZWXR66+/LmrS1RaTyUQ5OTk0fvx4p/3CarXSk08+SS+//DLt3LnTqfqCiGjatGkutetERPv376fMzEyaO3euU2WN6FY9/sADD9C4ceNETco0ZcmSJfTwww/T0qVLqby83CkdNTU1lJKSQm+++Sbl5+c7Vf8QEX3wwQeCLWVlZU7puHz5MiUmJrpU9oiIHnjgAXrsscdo1apVoibpbZk4cSKlpaXRrFmznO5zzJw5kxITE2nKlClO930mTJhASUlJ9P7779OpU6eczp+miBm4ssuZ/mT4bSauYDKZRN8WZgsRoaGhQfRNkLY0NDTAzc3NYeuDGOrq6kTfSmcLv31GzI2xTampqRF9058t/JZvV/KjsbHRpTgQ3dp+LfYWuqY6XMnLu0UHX1+5osNisbiUloDr5Zzo1kUWruj4M+oaV3VYrVa7bVXO8Gfkh6s6/ld8wmQyCds9naWhoUHULa1NoT+2xrqi489of1yNB+B63W02m+22yTqrw9Vy/mf4N3/swln+jLr7bmiDeB2Aa3H5M225G3T8L9riqs/zdrjafwNcr4uAW5d3ir1ZvSmu9utbQszlTGzgymAwGAwGg8FgMBiM/zpiBq6uTSUwGAwGg8FgMBgMBoPxH4YNXBkMBoPBYDAYDAaDcVfDBq4MBoPBYDAYDAaDwbirYQNXBoPBYDAYDAaDwWDc1bCBK4PBYDAYDAaDwWAw7mrYwJXBYDAYDAaDwWAwGHc1bODKYDAYDAaDwWAwGIy7GjZwZTAYDAaDwWAwGAzGXY100qRJf7UNLTJv3rxJw4cP/6vNcJpjx45h+vTpkMvl0Ol0kEqlonXMmTMHP/zwA5RKJTQaDTiOEyVvsVjwxhtvoLa2FgaDAXK5XLQNhw8fxvz586FUKhEcHCzaBgD44osvcOrUKej1enh4eIiWr6urw4cffghfX18EBQU5ZcPPP/+MgwcPIjQ0FG5ubqLliQgzZ86EXC6HVqt1yoZff/0VGzduREhICLy9vZ2yYdKkSaioqIBer4dCoRCt45dffsEnn3zikl+++uqrOHLkiNP5cfHiRbz44ouora1FSEgIPD09RdvwxRdf4Ntvv4VCoUBISAgkEnHzcFarFWPGjEFhYSG0Wi2USqVoG86ePYv33nsPCoUCOp1OtA0AsGzZMuzatQsajQZ+fn6i5S0WC8aPHw+j0Qi9Xu+Ubx8+fBizZ8+Gl5cXQkJCnPLtTz/9FPn5+VCr1U7Fw2g04uWXX0ZDQ4PTvr1t2zYsWrQInp6eTsfj3Xffxe+//47g4GD4+PiIli8rK8O4cePAcRz0ej1kMploHRs3bsTatWuhUqkQGBjoVDymTZuGa9euQafTOVXnlpWV4e2333bJt7dt24bvv/8earUa/v7+ouUBYObMmbh8+TL0ej3c3d1FyxuNRkycOBFSqRR6vd6p+m7v3r348ssv4efnB7Va7VR+zJs3D/n5+U77lcViwdixY1FeXu50nl69ehXjxo0DAOj1eqf6A9u2bcPs2bMhk8mcbj8WL16MFStWuNQGzZo1C6tXr3ZJx2effYZly5ZBIpFAp9M5VVbXrl2L999/HyaTCSEhIU756MWLF/HMM8/g5s2bUKvV8PX1Fa2DiDBs2DAcOnQIHh4e0Gq1TpXZb7/9FjNmzIDJZIJOp3MqPvX19Xjsscdw9epV+Pv7IyAgwKkys2zZMnz++eeQSqVO54/RaMSwYcNQXl6O4OBgp/pdADB//nxs3rwZPj4+TvXFAeD06dOYOnWqSz7b0NCA119/HSaTyek+vdVqxVtvvYW6ujoYDAan0rW+vh6TJk0S2jln4mLL5MmTiyZNmjSvVS8T0V0bunTpQv+XsVqtlJiYSADI19eXHnroIVq0aBFdv3691TrOnz9PMpmMAJBGo6EnnniCVq5cSeXl5a3WMXXqVAJA7u7ulJmZSbNnz6bLly+3Wt5sNlPbtm0JAGm1Who6dCitWbOGqqurW61j3759BICkUin17duXpk+fTmfOnGm1PBHR008/TQAoIiKCXnrpJfrpp5/IZDK1Wr64uJg8PDxIoVBQZmYmzZs3j4qKikTZMHnyZAJAer2enn/+efrhhx+ooaGh1fJGo5HUajUBoK5du9Jbb71Fhw8fJqvV2mods2fPJgAkl8spNTWVPv74Yzp//nyr5U0mE8XExBAA8vHxoQcffJAWLlxIhYWFrdaxadMmAiCkxdChQ+nbb7+lysrKVut44IEHCABxHEf33nsvTZgwgX799Vcym82tkr9+/Tp5enoSAPL396fBgweLLl9z584V4tGlSxd68803ac+ePa22wWq1UlJSEgEgPz8/Gjx4MC1ZsoRKSkpabcOFCxeEMt6uXTt67bXXaNeuXaJ8+9133yUA5ObmRgMGDKBZs2bRhQsXWi1vsVioffv2BICCgoLoiSeeoFWrVtHNmzdbrePgwYNCWrZt25bGjh1LP//8s6h4jB49WvDtlJQUmjFjBp0+fbrV8nV1daTT6YR4PP7447Ry5UqqqKhotQ5b377nnnto/PjxovySiOjRRx8lAOTp6Uk5OTk0d+5cunbtWqvlb968SX5+fkJ998ILL9APP/xA9fX1rdbx9ddfC3VuUlISvf/++3Tq1ClRdc3DDz9MAEilUtGjjz5KK1asEJWWlZWVpFKpCAAlJCTQq6++Srt27RKVlhs2bCAAJJPJKDk5mWbMmEFnz55ttTwR0bPPPiu0w4MHD6Yvv/ySSktLWy3f2NhI4eHhBIBCQ0Pp+eefp02bNlFdXV2rdfz222+CX3Xs2NEpv5o+fbqQp71796a8vDw6duyYqDzNzc0V+gMZGRmi6wrbtFAqlXT//ffT/PnzRfl3SUkJKZVKuzbo888/F9UGXb16lRQKhaDjb3/7m2g7iouLycvLiwCQh4cHZWZm0qxZs+jcuXOt1tHQ0EBt2rQR8qVXr170zjvv0KFDh0TlyyOPPCL4R0JCAr388su0detWUWV+9erVgo6AgAAaMmQILV26VFR7VF9fTwaDQShzSUlJlJeXR7/99puo+Lz//vuCLeHh4TRy5Ej6/vvvyWg0tlpHZWUl+fv7C3VpdnY2zZkzR1T/lYho/Pjxgi2dOnWiN954Q3TZu3TpEsnlcgJAOp2Ohg0bRmvXrqWamppW67BardSnTx/BZx966CFavHgx3bhxQ1R8Xn31VcFns7Ozae7cuVRQUCBKB58/np6elJubSwsWLBDdH37ppZeEvs8jjzxCy5Yto7KyMlE6eADkUyvHhtyt9+9OunbtSvn5+X+1GS0yfvx4FBUVwWq1thhOnz6N48ePO8jee++96NKlCwoKCuDr6wur1QqLxQKLxQKz2Sw8WywW7NmzB1VVVXbyUqkU9913H3x8fCCXy+1ms5tmck1NDdauXetgQ4cOHdC3b19cuHABgYGBzcry4dixYzh27JidvJubG/r16weNRoOGhoY7zmStXLkS1dXVdr/FxsYiKysLp0+fhlarhVQqhUQigUQiAcdxdp/Xrl3D119/bSfv7++PrKwshIaGoqioCAqFAhKJxE6P7fPq1atx5swZQZ7jOHTv3h25ubk4c+YMZDKZ8G5zoaqqCvPm2U8K+fj4ICMjA+3bt8eZM2eElSKO4+wC/9uOHTtw8uRJOx0GgwE5OTmoq6uDxWKBRCIBXzab5kVDQ4NDOgBAfHw8evXqhWvXriEwMBBEBIvFYudb/PPJkydx4cIFBx2dO3cWZhP9/PzsfJIPFosFJpMJO3fuhNVqtZOXyWRITExEQ0MDtFotvL297WTNZjNMJhPMZjOKiopw+vRpBxv8/f2RkJAAjuOg0Wjg5uYm/F3bsmE2m3Ho0CGUl5c3Gw8ACA4OFsoGH3fbz4aGBmzevNlBPjAwEJ07d0ZjYyO0Wi3c3NxgtVpBRA6f586dw6FDh+zkeb9yd3eHj48P/P39b1sR//jjjygtLbXToVKp0KNHD9TU1CAkJARubm4tytfU1GDdunUO8UhISIBWq4VCoRBW7ni7beNARDh+/DhOnDjhkJ/dunWDyWSCXq+Ht7e3XfybpsWmTZtgNBrtdPj5+SEuLg5yuRwhISFQKBQt1pelpaXYuXOnQzwiIyOhUChgMBiEFf6WdBw+fBiXLl2yk5dKpUhISIBCoYBer4ePj49DPGzDunXrYLFYHHxCrVYjKCgIISEhkMvlzfqD1WpFYWEhdu/e7RCPmJgYeHh4QK/XO9S5tnlBRPj1119x5coVO3kvLy+0adMG/v7+0Ol08PT0FN631cXrW7FihUMZDQsLg1KphMFgQHBwsENdY/t5+fJl7Nixw8EnoqKi4OPjg9DQUPj6+grv28ry7Ny5E+fPn7f7zd/fHyqVCqGhoc2u/DXVt2zZMphMJrt3dDodVCoVDAYD1Gq1sLrUnC3Xr193KOcSiQTBwcEICQmBwWAQVrmapiX/fPDgQZw6dcpOh0KhgEajgcFgEFZBW8pPIsLGjRsd2kBPT09otVohP+RyeYt1jdFoxKZNm9AULy8vwQZ+RZiv45qGq1ev4siRIw46fH19odPpEBISApVKBQAO7Qb/fOrUKVy9etVBh7+/P0JCQoR611auaTh69Gizdbe/vz+0Wi2Cg4Pt+kZN635eR9P05OOi1WqF3R9Wq9WhDeHbo1OnTjWrg99hxu8WICIHWf750qVLDvU3ALi7u0Oj0UCtVkOlUkEikTjI8s+lpaW4fPmygw6pVCrUO4GBgXBzc3OIB58uJpMJv/32m4MOPl3VajUCAwPh7e3dbJ7wui5cuICbN2+2GJ+goCCoVCo7P2uqq6CgAAUFBQ46JBIJgoKChDh5eHg4tMu8LWfPnkVlZSUaGxsd9Pj4+Aj5w+/waerrJSUlKC4uRmNjY7O+5ubmBq1WC41GA41GA5lM5lDuTp48icbGRhARSkpKHOohiUQCjUaDkJAQaLVaeHl52ZX5srIyoa9FRKiurkZFRYWDLYGBgdDr9dDr9YK/8TInTpxAdXW18FtjYyOuXbvmoCMgIAAGgwEGg8Fup051dbWDX5hMJly8eLFZO0JDQ2EwGIQ8bomSkhKsX7/e7jepVIqePXsiOzsbAwcORGxsbKtWpzmOO0hEXe/4IsAGrq4QFxfXbMf7v4lEInHomDAYDAaDwWAwGAzGX4FEIsETTzyBvLw8qNXq274rZuAqfmMzQ2D48OEoLS297Qrd9u3b8eOPP9rJ3XvvvcjNzcU999yDXbt2QS6XQyqVthjy8vJQVFQkyAcEBCAnJweDBg1CQUEBLl++3OzKHh/Kysowe/ZsOxt8fX2RmZmJvn374uTJk8J5maarhHzYvn07fvnlFzsdCQkJyMnJga+vL8rKyu54nmLOnDkOM5uJiYnIyMjApUuXhFXC5lZzrFYrrl27hu+//95OXiqVokePHoiLi4PJZBJmeflgO+tssViwdetWh5lib29vpKamwmq1QqPRwMvLy2HmjtdTWVmJVatWOcStffv26Nq1K+rr6+3Ovza3OrZ161aHFdfg4GBkZWVBJpPB09MTCoWixfw0Go2YMWOGQxzS09PRs2dPXLx4EUql0m61uennd999h127dgnyMpkMffv2xaBBg8BxHAoLCyGVSiGTyewC/5vFYsG//vUvmM1mQUdsbCzuv/9+ZGRkYNOmTZDL5Q7ytmHXrl1YunSpIO/m5obU1FTcf//98PHxwZEjR4S/x5cFWxukUilmzJhht5qjUqmEsrF//34AaHEFXiqVorq6Gm+99ZZdWhoMBgwaNAhxcXG4dOmSsApvuwPA9vnXX391WAVp27YtcnNzUVtbCzc3Nzu55sL8+fNRWFho59e9e/dGjx49UFpaKsx8thTKysrwySef2NnA70bw8fGBQqGAu7u7g+2237du3eqw2tmxY0ekpqaipKRE2BHBv99cmkybNs1ud4inpyfS0tIQFhYGIhL8sqk8Hy5cuID58+fb2RAREYHc3Fxcv34doaGhd9wVsWrVKhw8eFCQl0gk6N27Nzp06ACTySSkZUs2WK1WTJ482W5m3dfXF1lZWQAAjUYDDw8Ph7S0TYcTJ05gxYoVDvHo1auXcDaJT8uWwsqVK+1W+PhV/ODgYOHsK1/nNldXmM1mTJs2zW5i08PDA7169YJUKkVkZCSUSqWdXNPPkydPYs2aNXbxUKvVaNu2Lfz8/BAeHi6sltrOqts+r1271mGlMi4uDr6+voiKinI4n950dt5qteLDDz+0yw+ZTIZ27dpBpVIhKioK/v7+Lf59juNw8eJFfPXVV3Z6/f39YTAYEB4ejoiIiGbrXNv03Lx5Mw4cOGCnIzw8HGq1GtHR0cKZtdvl6UcffWS32iKXyxEZGYnQ0FDExMTA19e32d1G/GdZWRmmT59uZ0NQUBB0Oh1iYmIQEREh1Dcthb179+Kbb75xiIder0dcXByCg4OFMmZbV9o+L1++HHv27BHk+d0QsbGxiIuLg4+Pj0M/xlaPVCrFBx98gHPnzgk6vL29ER4ejri4OERHR8PDw8Oh3m/6/MYbb9jVmz4+PoiJiUFCQoKQFk3bjKafEyZMsNuh4ePjg/j4eCQkJCA8PLxFHbbPs2bNwt69ewUdSqUScXFxSEhIQHR0tIOO5vRt2bIFixYtEnS4ubkhOjoaCQkJSEhIgJeXl4NcUx2VlZV47rnn7PI2NDQUCQkJaNu2LTQaTbN9TFt9UqkU06ZNs1uhUyqVgo6oqCi7nW0t5fGGDRuwcuVKu3IYFhaGtm3bol27dggICLhtH4XjOKxevRr79u1DWVmZoMfT01NI25iYGMGW5sK5c+dw6tQplJWVOZTdkJAQQQ+/86S5Mrd161Y0NDSA4zjs2bPHbkcRn0exsbGIjo6Gp6enQ5m/fv06jh49KqTBlStXHHa7qdVqxMTEICYmRug/2tY/Bw4csGtXq6urBZ087u7uiIyMRHR0tOD7PFVVVQ67wurr6x12XshkMrRp0wZRUVFC+3A7rl27hmXLltn9xvdFBw4ciMzMTGFn0Z9Ka/cU/xXh//oZV5PJRNHR0eTm5kbp6ek0Z84cUecviP59NjQsLIxeeukl2rFjh6gzY0REr732mt3Z0O3bt1NjY2Or5RsaGigsLIykUin169ePPvzwQ1FnQIiIduzYIeynHzRokFP76Z966inh7Majjz5KX331laizvjdu3BDOs8THx9PLL79M27ZtE3VGdcqUKXbnLT777DNR5y2qqqooICBAOOM6ceJEOnDgAFksllbryMvLE85a/fOf/xR99o0/Z6tUKumhhx6iZcuWiTq3RkQ0b948IQ7vvPMOnTx5UpS81Wqlrl27kre3Nw0ePJhWrlxJVVVVonScPHmSOI6j0NBQGjVqlOgzz0T/zs+OHTvShAkTRJ9Lslgs1KFDB+HstjNl49ixY8KZl8GDBzt1TuT1118nABQVFUUvv/yy6HqioaGBQkNDSSaTUUpKCs2aNYsuXbokyoatW7cKZ/GHDRtG69evp9raWlE6HnvsMQJAiYmJ9M4774g+v1dRUUE+Pj7k5eVFDzzwAC1ZskTUWUYioqVLlwp17qhRo2jbtm2i6ksioszMTAJA3bt3p6lTp9Lx48dFxeP69evk4eFBHh4elJubS59//rmos9tERAsWLCAAFBwcTEOHDqV169aJOl9mG4/27dvTuHHjaO/evaLqqtLSUlIqlSSTyah///700UcfiTqPT/Tvs7r+/v70j3/8Q/Q5W6J/nzmOjY2lMWPGiD57bTQaSaPRkFQqpeTkZKfK+c6dO4Xzwo8//jh9/fXXou4EIPp3OW/Xrh2NHz+e9u3bJyo/rFYrdevWjeRyOaWlpdGnn35KV69eFWUDX8b4eKxevVrUOT+if9fd4eHhNHr0aNH5QUS0e/duIS3eeOMNys/PF1XGiIjy8/MF/54wYYLo+yaIiAoLC0mhUFB0dDSNHTuW9uzZIypPiG61I+3atSO1Wk3Dhg2jDRs2iGrTeSZOnEhubm6UmZlJ8+fPF11nEBFdvnyZ5HI5xcXF0WuvvSa6zPM8/vjj5OHhQYMGDaJFixaJOmfLc+rUKeI4jqKiomjMmDGiz8fzPPzwwySXy2nAgAE0e/Zs0T5PRLRnzx4CQAaDgUaOHElbtmwR1XckunVfTGxsrFD+PvnkE9HtLBHR8OHDhX7s2LFj6ZdffhGdLpMmTSIAFBISQsOHnnIkmQAAIABJREFUD3eqvR4xYoRwhnnUqFH0448/ik4THog44/qXD05vF/6vD1zPnz9Pq1atEt042bJ9+3anKlMei8VCn3zyCZ04ccJpHSdOnKBly5aJGiQ2ZdmyZbRx40ZRl1nYUlVVRRMnThR9oN6WdevW0SeffCLqIgpbzGYzTZgwgTZv3ux0PHbt2kULFiwQdQmFLVarlT777DM6cuSIS/m5ceNGpxpGnvXr19OVK1ecli8tLXW6cebZvXs3HTx40Ol0sFqttHTpUrp48aLTNly+fJmWLl3q9IUEREQbN250qcK3WCw0e/Zs0Rfv2HLq1ClasWKFqMuYmrJ27VqnOm089fX1tGDBAtGXTNhy8OBB2rBhg9Plk4ho5cqVoi8iseXmzZs0f/580RNztuzatcupjoQtCxcuFD2wsaWsrIxmzZrlUvnYuXMnrVy50iW/WrRokVMDG56amhr68MMPRV3y1ZRDhw7RV199JXrAbMuaNWto586dTsfDYrHQ559/Lnrgb0txcbHL5fzo0aNOTRLasmfPHpfKGBHRL7/8IvqCx6bs27dP9AREU06cOCF6YqopJSUlTg/KbPnxxx9FTwA35dixY3Tq1CmXdJjNZtEXMTXHgQMHXOq7Et1qV5yZJGrK1q1bXeqLE926iNHVMUFDQwN98sknoi+os8VisdBHH33k1GQPT11dHU2fPt1l3+cRM3BlZ1wZDAaDwWAwGAwGg/FfR8wZV/H/yRODwWAwGAwGg8FgMBj/RdjAlcFgMBgMBoPBYDAYdzVs4MpgMBgMBoPBYDAYjLsaNnBlMBgMBoPBYDAYDMZdDRu4MhgMBoPBYDAYDAbjroYNXBkMBoPBYDAYDAaDcVfDBq4MBoPBYDAYDAaDwbirYQNXBoPBYDAYDAaDwWDc1YgauHIct5DjuBscxx23+U3FcdyPHMed/ePTvwXZJ/545yzHcU+4avj/JRobG1FUVOSSjitXruDmzZsu6SgrK3NJvqqqCo2NjS7pqK6udknebDaDiFzSYbVaXZZ31Qaz2eyyvMlkcklHRUWFS/KVlZWoqalxScelS5dcSssbN26grq7OaXkicrlsVlRUuJyf5eXlLskbjUbU19e7pKO0tNSlvCAiFBcXu2RDRUWFS/kJAIWFhS7Fw2w2uxyPsrIyl+vK4uJil+LR2NjocptRUVEBi8Xikg5X2x2TyYSqqiqXdPwZZdTV/LBYLLh+/bpLNpSXl7vchl65cgUNDQ0u6fj9999d8gsiwpEjR1zSYbVaceDAAZft2LNnj8tt6b59+1xuC48fP+5yW1RWVoZDhw653MfZu3evy35WUFCAs2fPuqQDAA4ePOiyvxYVFbmctsAtv3e171dQUOBy23Dz5k3U1ta6pMNoNLrc1tbU1LhcrzqDdNKkSa1+efLkyRUAFgK4f9KkSbP/+G0ygJNENHjy5Mk6AKmTJk3aaivHcZwKwHIAiQDmA1g+efLkJZMmTbptT2vevHmThg8fLiY+dyUSiQQDBw7ErFmzcO3aNXh4eCAkJAQSSevnDUpKShAREYEffvgB169fh5eXFzQaDTiOa7WOcePGYdy4cbh27Rq8vLwQEhIiSt5oNCI+Ph67d+9GbW0tQkJCoFQqWy0PAB9//DFeeuklFBUVwcfHB8HBwaJsaGxsRK9evXDo0CHIZDIYDAbIZDJRNqxcuRJjxoxBTU0NQkJC4O3tLUqeiJCTk4O9e/dCoVBAr9dDKpWK0rFhwwYMGzYM5eXlUKvVUKlUouQBoF+/fti6dStMJhP0ej3c3d1FyS9fvhxDhgzBpUuX4ObmBp1OJyoeZrMZcXFx2LRpE8rLyxEQEICAgABRNrzzzjsYMWKE0MDp9XrI5fJWy5eUlCA6Ohq//PILbt68iaCgIPj5+bVanuM4vPjii3jzzTdx5coVuLu7iy6bN27cQHx8PA4dOoT6+nrodDp4enq2Wh4A3nrrLbzyyisoKChwqmxaLBZ07NgRW7duRU1NDbRarWi//vHHH5Gamup0XnAch6eeegrvvfceCgoKoFQqodVqRcWjpqYGMTEx+Pnnn1FZWQmNRgNfX19R8fj666+Rk5MjdK71ej3c3NxaLS+RSHD//ffjk08+QWFhIby8vETHo6SkBLGxsdi7d6/T+TFv3jw8/vjjOH/+PKRSKfR6vai6TiKRoH///li6dCnKysqgUqkQEBAgKh5Xr15Fu3btcPToUafrmZkzZ2LEiBFC+dLpdKLKl0QiQUpKCpYvX47y8nIEBgaKri+LioqQkJCAw4cPo6GhATqdDh4eHqJ0LF68GH//+99dyo+HH34YH374oVDOxfpVQ0MDYmJi8MMPP6C0tNSpPD1y5Ag6duyI/fv3o6qqCmq1WnQZW7JkCbKzs3H48GEYjUZotVpRfQGO4/D222/jySefxG+//Ya6ujpotVp4eXmJ0jFu3DgMHz4cR44cgdFoRHBwsGg78vLy8I9//AMHDhxAZWUlgoKCRKfHt99+i9TUVPz888+4ceMGfHx8EBQUJCpfCgsLERsbizVr1uDy5cuQy+Wi22SFQoEBAwZgypQpOHbsGBoaGqDVakW3R9999x2Sk5Px008/4caNG/D19RUdH6lUio4dO2Lu3LlCm6LT6US1KQDw5ZdfIisrC/v27XPaXy0WC+Li4rBq1Sqn++AA8Pbbb2Po0KF2bYtCoRCl4+TJk2jfvj3y8/NRW1sruuwAt+qBuLg4bN++HVVVVU61k1arFR07dsSWLVtQU1OD4OBg+Pj4iNJx8+ZNtG3bFgcPHnS6feCZPHly0aRJk+a15l1O7OwBx3FtAHxPRO3++H4aQF8iKuI4TgtgBxHFNpH5+x/vjPjj+9w/3vvqdn+ra9eulJ+fL8q+/yZGoxFmsxlWq9UuWCwWh9927NiBZ555RpANCAhAWloakpOT0bdvX/j4+MBsNsNiscBsNgvB9vvrr7+OrVv/PSeg0WiQkpKClJQU9O3bF/7+/iCiFkNhYSHuvfdeYYZErVYjIyMD/fv3R79+/eDt7X1beSLC1KlTMXPmTMGGxMREDBgwAAMGDEDHjh3vWLHV1NQgLi5OWAnQ6XTIyspCWloa+vXrBy8vL3AcB4lEAolEAo7jHHTOnDkTL774IgDA29sb6enpyMzMRGpqKgIDAyGVSiGVSlu0xWQyITY2FhcvXgQAdOvWDbm5uUhPT0dcXBxkMpkg35KOlStX4pFHHgEA+Pn5YeDAgcjOzhbyUiKRQCqVCnFoitVqRadOnXD06FEAQEJCAnJzczFgwAB07tzZ7u/z8rbfOY7DN998I9ggk8nQp08fDBw4ECkpKWjTpo0wM8jnne0zEcFkMqFr164oKCgQ4pGeni7khZ+fn+C/ROTg01arFTNnzsSMGTOEeEVHRyMjIwPJycno3r075HI5LBaLUCZsPy0WC4qLi9GvXz/BJxUKBfr164fU1FQkJycjLCzMoVw1/Rw7dizWrFkj2BAfH4/MzEwkJycjMTERMpnstvE4f/48+vXrJ8j7+/sLPt23b1+oVCpBrrkyYbVaMXr0aKxYsQLArQ7qfffdh6ysLPTv3x9xcXFC2jfNAz6UlpaiU6dOwqqpWq1GZmYmMjIy0LNnT2HQc7uyOWfOHEycOFGIR+fOnQV/6NChAziOazYOtumSnJyM33//HQDg7u6O5ORkZGZmol+/ftDr9XbvNvd59OhRZGRkCDZoNBpkZGQgLS0NvXv3hre3d7N+ZJs/U6ZMwYIFCwQd7dq1E3wqMTEREonktjoaGhrQp08fYXXLzc0NSUlJGDBgAJKTkxEREXFbeavVil9++QWPPvqoQzz69++PpKQkIR62/tTUt8aMGYOvv/7aLj/S09ORnJyMzp07g+O426al0WhEYmKiUFd6eXkhNTUVqampSElJgUajaTEv+bBp0yY8/fTTgg2RkZHIyMhASkoKevToAYVCccc6/9lnnxXKl1QqRa9evTBgwACkpaUhKipK0N2cLHBrl80999wjrJr6+/sjPT0dqamp6N+/P/z8/BxkmurZtGkTnnji3xu1YmNjkZGRgdTUVHTr1g0ymeyO8Rg1ahRWrVollNEePXogNTUVAwYMQGzsrS6Lbfo1fa6vr0e3bt1QWloq5EdycjLS0tLs8qM5f+Cf9+3bh4cffliIh1qtFvK0b9++UCqVd+xPfPDBB5g7d66gIzw8HGlpaejfvz969Ogh1Lm29WzT5yFDhghtDwC0bdsWKSkpSE5ORpcuXSCRSIS+By9nG6qrq5Geng6j0SjouOeee4S+RMeOHQGg2X4M/3z16lU8+OCDsIXX0bdvX7Rv3x5EZNcfaqrjzJkzdv4NAB06dEC/fv3Qt29fdOjQoVkdJpNJeL5y5YqdbwG32rHk5GT06dNHaI9bkjebzaipqcEjjzxit4Kl1WrRt29f9OnTB927d4enp2ezsrY6X331Vbt88fLyQu/evdGnTx/06tULarW6WVnbsGHDBsyaNUvQwXEcOnXqhD59+qB3795Ce9Rc3vDfq6urMWTIELtdPMHBwUhKShLi4+Hh4eAjts+1tbX44osv8M033wg6FAoFunXrhr59+6J3794wGAwO/mmrq6amBpWVlXjsscfsVsVjYmLQr18/9OnTB506dYJMJmu2f9DQ0ID6+nqYzWbMmzfPzhZ/f3/07dtX0OPr69tsW8CvKvI7JmzLr0wmw3333Yf+/fvbtS229YbJZEJdXZ3wu8ViwYgRI3D48GFBT8eOHZGWlobU1FS0b99eaBv4UFdXJ8SL1ztr1iy7eqBt27ZCvcyXYR6z2Yy6ujq7+hUAFi5ciLffftuu7GRkZGDAgAHo1KlTs33XpmPG8ePHY/bs2UJ69O7dG9nZ2Rg4cCCio6Md5FuC47iDRNS1Ve/+CQPXm0TkZ/PvFUTk30RmDAB3Inr7j+9vAqgjog9u97fu9oFrbGwszpw581eb8f8F/ACQL4yt2drDv88PZG2fjUZjq7ZrtCTPcZyorbb8QNw2NDY2/iXbLBgMBoPBYDAYjP8UsbGxwiC2Z8+et92hImbgKm6PpfM0t2zV7IiZ47jhAIYDQGho6H/SJpcRu81ALFKpFDKZTFgB5Gdu/n+EP7Mh5jwLP7vl6jkaftbMFXg9DHv4mUUGg8Fg/GfhJ175nWLOyPL9EaPR2GodHMcJcrZ9mvLy8lbV/xKJRJBrqqe1ZxflcrkgY/ssk8lw9erVO9ph+35zOlpzdvF2NshkMpSVlaGysrLVOpoLJpMJ165da5WOpvnBP1utVly9evW2Onh/sPUJ2+fKykq7FfnW6LFdJJBIJKLOx/MytvJms9np87G2OhjOYbvj5M/s5/0ZA9dijuO09O+twjeaeecagL423/UAdjSnjIjmAZgH3Fpx/RPs+4+xc+dOEJFdQWmu8EgkEmzatAkDBw4EcKvS6NevHzIzM5GUlITQ0FCHiqO5LaYDBw7Ehg0bANzaWnr//fcjOTkZ8fHxdttqWwpFRUXo0KGDMAiLjIzEwIED0adPHyQmJkIul99Rx5QpUzB9+nS7eKSmpiIpKQl6vf6OaVZXV4euXbsKq5W+vr5IT09H7969kZSUZLddo+nWO/77t99+a7clMigoCKmpqejTpw969OgBpVJ5261SFosFQ4YMwYULFwQdMTExSEpKQlJSErp27Wq3xbU5Hb/++itGjx4tyLu5uQlbevr27dvsFtem27+efPJJu21BCQkJwhanrl273nH725YtW/D8888L8jqdDhkZGejduzd69eolnBdqut2Y/7RYLOjSpYvQyKlUKmF7a69eveDr62u30t1cmDp1Kvhz8p6enkhLS0N2dja6d++OoKAgu5Xq5j4LCgoQGRkpNPjdu3fHoEGDkJKSAoPB4FCWmspLJBI8/vjjWLp0KQAgMDAQOTk5yM3NRfv27eHl5eUQh6bxOXv2LDp27ChUrJ07d0Zubi7S0tIQFhbWbNlq+tsLL7yAJUuWAAA8PDyQmpqKnJwcdOvWDYGBgc1u+bZ9Li8vR/v27YWtWXq9Hjk5OUhPT0eHDh2EcyNN7bD9bc6cORg/fjyAW41uz549kZOTgz59+iA0NPSO8QCAHj164MSJEwBuHWcYOHAgBg4ciE6dOsHb29tOprnPI0eOoGfPnoJPdunSBbm5uUhOTkZkZKRdvjXNB/772LFjheMISqUS6enpyMnJQZcuXRAYGOjgg031mEwmxMXFCVvgIyIihPxs37493NzcWpTlw08//YT09HS7tMzNzUWvXr0QHh7eoj/ZpseIESMEn/Dx8UFGRgYyMjLQvXt3+Pv7O+SBbV5IJBLU1tYiLi5OuLirTZs2yM3NFeoohUJxx/p648aN+Pvf/y7kR/fu3ZGVlYXevXsjNjZWmHy9nY5hw4YJW549PDyErbFJSUlQq9W3Pc7AcRyMRiPatWsnbHkOCQnBwIEDhXrKw8Pjtn7NcRw2b95sF48uXboIRxrat2/fqvbvueeew/Lly+3KaFJSElJTU6HRaBzSv2k5aWhoQHx8PG7cuNXFCQ0NFbbR9+jRA+7u7rf1CYlEgl27diElJUWIX48ePdC/f38MGDAAMTExzfYlbOs+juPw2muv4b333gNwq/0cMGAA+vfvj9TUVPj6+ja7Q8j26AwRoUuXLsJWxZiYGGE7P98PaDoIaTpJX1ZWhrCwMBiNRkgkEvTu3RspKSkYOHAg2rRpYzcYak4eAI4ePSpsKfb09ERKSgrS09ORkZGBgIAAOx0tLRLs3LkTSUlJAG61X7wNaWlp8Pb2tutPtcT+/fvRrVs3AP/exp6Tk4OUlBQolUq7o0MtUVBQgIiICAC36qy0tDSh/vb397+jDcCtTn6HDh1QWVkJqVSKpKQkZGdnIycnRzhP3ZrFkilTpmDChAkAgLi4OGRnZ2PQoEFCn6I1Oi5fvozo6GiYTCYolUoMGDAAubm5yMzMhJ+fX4tHoGypqqrCyJEjhba5bdu2yM3NRW5uLu6555472kJEuHHjBq5du4Zu3brBYrHA3d0dKSkpyMnJQVZWFtRqdYtHyoBbR9N4Hx09ejSWLVsG4FZdmpWVhezsbPTs2dOhTbDVdePGDRAROI7D2bNn0atXLwC3Bty9e/dGVlYWsrKyHNpY/rm+vh7V1dXCdyJCVlYWDh48COBWfZiRkYHMzEz06tWr2Xq9vLwcJpPJTu+0adOELboKhQJ9+vQRjnpptVoA/+7v2V7UZ1u/Llq0CO+++67w/d5770VaWhoGDBiA6OhohzRtLo0nTpyIOXPmALjVVvbq1QvZ2dnIzs4WjmD86dzpXEgzZ1baADhu8/19AK/98fwagPeakVEBuAjA/49wEYDqTn+rS5cu9L+A1WqltLQ0euSRR+irr76imzdvitZx5MgR6t69O+Xl5dHp06edsuNf//oX9ejRg/Ly8ujkyZNktVpFyZeXl1N4eDg9+uijtGrVKqqsrBRtw0cffURRUVE0evRo2r59OzU2NoqSN5vNFB8fT126dKEJEybQvn37yGKxiNKxadMmUigUlJ6eTjNnzqSzZ8+Kkici6t+/P4WGhtJzzz1H69ato5qaGlHyu3btIg8PD8rKyqJPP/2ULl68KErearXSfffdR926daMpU6bQ4cOHRefnF198QbGxsfTKK6/Qzp07yWQyiZKvqqqi+Ph4euaZZ2jdunVUW1srSp6I6JVXXqGMjAyaO3cuFRYWipY/e/YsxcbG0ssvv0y7du0is9ksWsfQoUMpLS2NPv30U7py5Ypo+cuXL5PBYKBnnnmGvvvuOzIajaJ1jB8/nrp06UKTJ092Ki/r6uooLi6OHnzwQVqyZAmVlpaKtmHt2rWCPziblo888gilp6fT7Nmz6erVq6Lli4uLKSoqikaMGEEbN26kuro60TrmzZtHiYmJ9Pbbb9OxY8dEpyURUWZmJt1///20aNEiKikpES1/4cIFioiIoJEjR9KWLVuooaFBtI7p06fTvffeS2+//TYdPXpUdDysViv16dOHsrOzaf78+VRUVCTahjNnzpBer6dhw4bR+vXrnSrj7733Ht1zzz00YcIEys/PdzoeGRkZNGfOHKf86sKFC2QwGGjYsGG0bt06p8rorFmzhDJ65MgRp/wqJyeHcnNzaeHChVRcXCxavqSkhBISEuif//wn/fjjj0751caNG6l79+707rvv0qlTp0TLExFNnTqVcnNznS4fREQjR46kp556ir777jun/IqI6Omnn6Z//vOftG3bNtHtl60dL7zwAm3fvt1pHXl5eTRs2DDauHEj1dfXO6Vjy5Yt9MADD9DSpUupoqLCKR01NTWUlZXlUj+RiGjatGkux6egoID69+9P06dPp/Pnzztty5tvvklPPvkkrV271qlyS3Srjb7vvvtoypQpTtWlPM899xwNHjyYli9f7nQebdmyhTp37kyTJk1yqq0nIiotLaWoqCiX+hy2fYbFixc7VY5LSkpIp9PR4MGDaenSpVRWViZaBw+AfGrlOFTUGVeO477CrZXTQADFACYCWAtgFYBQAFcAPERE5RzHdQXwLBEN/UP2aQDj/lD1DhF9cae/d7efcW0tVqsVZrNZ1M2WTbFYLKJvrm1KZWWl6JvHbDEajVAoFKJv8bXlxo0bUKvVTstXV1cLt3Q6y5kzZ6DX60XftMfT0NCA8+fPIz4+/o6zji1x8eJFBAcHi77Z0taGyspKl9KyoqIC/v7N/u9VraK+vl6YnXeWhoYG0bfyNbWBn6F0FqPRKOo2y6ZUV1cLK7vO4mpe1NXVQSKRuJSWVVVVom8VtIX+uFBI7A2JttTV1UGhULiUlrW1tU6XbQDCBU/Olk3eBn4l0VlqampcSkuz2YzGxkaX0qKqqgpKpdKl/Lh586aom76bYjabUV9f71Ja/Bll1NX8oD8uWXElPxoaGuDm5uaSXzU2NrrUFwFu5Ykr/QDgVjlz9bgV/bESxnT8eTr+F235M3wN+HP83tU+D/DntJN/Vp/B3d3d5foE+A9fzvTf5H9l4MpgMBgMBoPBYDAYDHvEDFz/s7cLMRgMBoPBYDAYDAaD4SJs4MpgMBgMBoPBYDAYjLsaNnBlMBgMBoPBYDAYDMZdDRu4MhgMBoPBYDAYDAbjroYNXBkMBoPBYDAYDAaDcVfDBq4MBoPBYDAYDAaDwbirYQNXBoPBYDAYDAaDwWDc1bCBK4PBYDAYDAaDwWAw7mqkkyZN+qttaJF58+ZNGj58+F9txp/Ghg0bsHv3bmi1WiiVStHyFosFb775JqqqqqDT6aBQKETr+O2337B7924YDAan5AHgyy+/hEKhQEBAADiOEy1/6tQpHD9+HHq9HlKp1Ckbtm7disDAQKfjcOXKFVy/fh2BgYFOyQPA3r17ERAQALlc7pT81atXUVxcjICAAKdt2L59OzQajdM2HDhwAJWVlQgMDHQqLwsKCvDzzz8jNDTUKRusViuWLFmCwMBA+Pj4iJYHgPXr16O6uhrBwcFOxeHkyZPYs2cPDAaDU3EgIixatAh+fn7w9/cXLQ8A+/fvx/Hjx2EwGCCTyZyyYeHChfDw8HA6L0+fPo3NmzdDp9PB09NTtDwAfP311ygsLIRer3cqHg0NDfj444+hVCqhVqudikd+fj42bdoErVYLb29v0fIAsHjxYiEezviE0WjERx99BG9vb6fj8euvv+Knn35CSEgIvLy8RMsDwOeff46bN29Cp9M5VddWVFTgs88+g0qlcrq+//nnn7F3717odDp4eHiIlgeAefPmobq62ul4lJWVYfbs2fDz83O6fGzbtg07d+50uv0GgE8//RQ3btxw2q+qq6vx9ttvw83NDSEhIZBIxK895OfnY8mSJfD29oZGo3EqLVatWoWtW7dCpVJBpVI5pWPWrFk4ePAgAgICnK43p02bhqNHj7qkY/r06di3b59LvrF06VKsWbMGHh4e0Gq1TuXL4cOH8c4774CIoNPp4ObmJlqH2WzGCy+8gKKiIqjVaqfb1BUrVmDVqlVwd3d32s+MRiNGjRqFmpoahISEOF32v/rqK2zYsAE+Pj5O16VGoxGvvvoqzGaz02kL3Mrnffv2ITg42Om0PXfuHObOnQs/Pz+n49PY2Ij3338fbm5u0Gq1TumwWq2YOXMm5HK5032nuro6zJ07FwEBAVCpVKLlbZk8eXLRpEmT5rXqZSK6a0OXLl3of4nCwkJyd3cnANS1a1eaMGEC7du3jywWS6t1fPDBBwSAZDIZ9evXj9577z06duwYWa3WVskbjUZSq9Ukl8spNTWVZs6cSRcuXBAVjxkzZhAAioqKotGjR9P27dupsbGx1fLV1dUUEBBAfn5+NGTIEFq5ciVVVlaKsuGtt94iuVxO6enp9Nlnn1FhYaEo+aqqKvL396f4+HgaP3485efntzoNefLy8sjLy4sefPBBWrZsGd28eVOUfHV1NalUKkpISHDahtdee408PDwoNzeXvvjiCyotLRUlf/LkSeI4jqKjo2nMmDH0yy+/kNlsbrW8xWKhhIQEwYaFCxdScXGxKBtGjx5NAKhTp040ceJEOnjwoKh02LJlCwEgrVZLw4cPp/Xr11NtbW2r5Wtrayk4OJjc3d1p4MCBNHfuXCooKBAVh9dff50AULt27WjcuHG0Z88eUeX6xo0b5OnpSUqlkv72t7/RokWL6MaNG6JseOeddwgARUZG0ksvvUTbtm0TVS5NJhNFRUWRRCKhXr16UV5eHp04cUJUXuzatYsACPFYuHAhXb9+XVQ8nn/+eQJAer2eRowYQevXryej0dhq+draWgoJCSEA1KVLF6fq2R9++IEAkIeHBw0cOJDmzJlDV65cERWPJ554wi4e69atExWPyspKUqlUxHEcdevWjaZMmUKHDh0SlR+rVq0iAOTt7U0PPvggffHFF6LzY9CgQYJfvfjii7Rlyxaqr69vtXxJSQk5sOAxAAAgAElEQVQplUqSSqXUp08fmjZtmmi/WrJkCQEgX19fevjhh2nx4sWiy0d2djYBoDZt2tDIkSNp06ZNVFdX12r50tJS8vb2JgB077330qRJk+jAgQOi/Oqbb74hAKRQKCg9PZ1mzpxJ58+fFxWPZ555hgCQn58fDR48mBYvXiyqzjWZTBQTE0MASKfT0TPPPEPffvutqDa4oKBA6MtERETQyJEj6fvvvxfl3/n5+QSAAFBMTAy9+OKLtHnzZlF5smPHDjsdo0aNok2bNomq/23tCAsLoxEjRtCaNWtEpUdxcTF5eXkRAAoICKC///3vtHjxYlFlzWq1Urdu3QT/SE1NpenTp4suKx999JEQn3bt2tGYMWNo27Zt1NDQ0GodZWVl5OPjQwBIpVLRI488Ijo+RESvvPIKASCJREL33XcfTZkyhfLz80WVmaKiIvLw8BD8dejQobR69WrRfcZRo0YJaTtgwACaOXMmnTt3TpSO06dPk0QiIQDUsWNHGjdunOg+k20+GwwGevbZZ0WXHSKiF198kQCQRqOhp556ir755hvRaTJx4kSh7zR06FD67rvvqKamRpQOvp2Lj4+nsWPH0s6dO8lkMonSQUQEIJ9aOTbkbr1/d9K1a1fKz8//q81okdmzZ6O0tBRWq7XV4fvvv8fly5ft9Hh6eiIyMhLh4eHCypXFYoHZbIbFYrELNTU1WL16tYMtPj4+iImJQUxMDCIiIm67Erlhwwbs3bvX7je1Wo24uDjExcXBYDBAIpEIMzC2MzEcx6G2thZvvfWWnby7uztiYmKQkJCAuLg4eHl5geM4cBwn6LL9XLVqFX7++WdBXiKRICIiAu3atUO7du0QGBgIqVTaYqiursazzz5rZ4PBYED79u3RoUMHYWZeJpM5BP73BQsWYP369YK8v78/EhIS0KFDB0RHR8Pd3b1ZeblcDplMhtraWgwZMgQWiwUAIJPJEBERgfbt26Njx47w9/dv0QY+LFy4EGvXrhVsCAgIQGxsLDp06IDIyEi4ubnZ2czHn38uLy/Hc889Z5eOYWFhaNu2Ldq3b4+AgABIJBJIpVK7T9vnvLw8nD592s6XoqOjkZCQgJiYGLi5uTWbh3z+/vTTTw4+GRoaivj4eMTHxyMoKMjufd6P+FBcXIz333/fTj4wMBDh4eGIj49HZGSksDrRVJ5n6tSpqKysFL57eHggPDwcMTExiIuLg7e3t8Pft9Xz/fffY+fOnXY2JCQkQKvVIi4uTphFb+7vcxyH8vJy5OXl2clrNBpERUWhTZs2iIyMhEKhaPbv85/Lly/Hb7/9JshzHIdOnTohMDAQcXFxCAoKciiLtlRVVWHatGl2v/n4+KBt27YICQlBTEyMMOttW+/bPu/YsQM7duyw0xEaGirIh4WFQSqVCjJNGxTg1qrSzZs37XTExsZCp9MhJiYGarXaTtZqtdrpKCwsxJdffmknr1AoEBoaipiYGERHR8PHx8dOtunn9u3bcejQITsd/v7+CAsLQ0xMDMLDw+Hm5uYga/v82Wefoba21k6HVqtFZGQkYmJiEBISAo7jHOT4zytXruDrr7+2k5fL5YINUVFR8PPzc0gD2+dNmzbh+PHjdjr8/PwQGRmJ6OhohIeHQy6Xt6jDYrFg5syZMJlMdjr4vIiJiYFGowEAh3zgw5kzZ7BmzRo7eXd3d6F8RUZGQqlUNivL61y3bh1+//13h3jwNvB+1dQG/rvZbMZHH30Eq9Vqp0Ov1ws+ERQU5BAP2/w4ffo0vv/+e4f8iIiIQFRUFKKjo6FUKh3y0/Z548aNOHPmjJ0OLy8vREdHIzo6GmFhYZDL5S22/2azGfPnz4fZbLbTERAQgKioKERGRkKn04HjOFgsFlitVofPa9euYcOGDWhKSEiI0I9Qq9WCTHPh0KFDOHr0qJ08x3EIDQ1FREQE2rRpAz8/PzsZ2/6I2WzG9u3bcf36dTsdUqkUYWFhaNOmDcLCwuDt7W0nazab7Z43btwIo9Fop0MmkyE0NBRt2rRBaGgolEqlINdc2LhxIxobGx3sCA0NFYKXl5fd3+eDyWSC2WzGtm3bUFdX55AeOp0OYWFh0Ov18PX1tdPBy/Jh//79KC0tdciXoKAgQUdgYGCzdvDh/PnzDv4FAN7e3ggNDYXBYIBGo4FEInFIUz4YjUa7vpVtuhoMBhgMBmH3Q9O84T+NRiP27dvnkDd8fEJDQ6HX6xEQECDUM037q4WFhSgsLMTVq1cddHh4eCA0NBRhYWEICQmBTCaz83OLxQKTyYSTJ08KdWnTutg2fwwGA3x9fQVb+PJWVFSEoqIiEBFqampw6dIlB1v8/f3Rpk0btGnTRli9tC2zR48eRWNjo1AHnD171sFX+PowPDwcYWFhcHd3F+qN0tJSnDt3zq5eKy4uxrVr1+x0SKVSoa8QGRkJb29v4f1jx46hurrart2tqalxaBv4/l90dDSioqKgUqlARKiursaRI0fs3iUi1NfX48CBAw52hIeHIzY2FtHR0fDz83OQs+XSpUtYvHix3W8qlQoZGRnIzs5Geno6fH19HdK9KRzHHSSirnd8EWADV1eIjY1ttpJhMBgMBoPBYDAYjP9fkclkePzxx5GXlydMLjaHmIGr+ENIDIGsrCx07txZWMFqKdiucq1fvx4XLlyw0+Pn5yfMPmk0GruVtaYrbbW1tfjwww/t5BUKBXQ6HXQ6HdRq9R3PAB09etRh9lsikUCj0UCr1UKr1cLd3R1A8yszVqsV3333nYNeDw8PBAcHQ6PRCOehmpv5JiKcO3eu2dkv/hxDYGCgMPvddLaY/+3w4cPNxs/Pz0/Yc+/p6dnszKbFYkFJSQnKysoc5CUSiXBmxs/PD3K5vMUZ0gsXLjjMQPFpwevgV4eamx0tLS1t0QaVSoXAwECoVCooFAqHGW/+s+msm206BAUFISgoCN7e3naziLbp+Pvvv6OioqLZvNBoNFCr1cL5oebysqCgACdPnnSQVyqV0Gq1CA4OdvAHXhcRoba2Ftu2bXOQ9/T0FPyRX4G3lbX93Lp1K2pqauzk3dzcBJ+2PQfc9O8DwO+//2636sznQUBAgBAHfga0qSwRoaGhAZs3b242DdVqNYKDg+8Yh8OHDzvsxpDL5YINISEhtz17ajKZ7FbveQICAhAQEICQkBDBBsBxJwVw6/x505lZhUIBlUqFkJAQ4fyr7Yq5bQCAdevWOay4BgUFwc/PD3q9Xqijmq7c86GiosIhHnK5HCqVCjqdDnq9HkqlssVdABKJBPv377dbvQZulQeVSgW9Xg+tVguZTGYn01TPsmXLHFYcgoKCoNFooNfroVKpbitfXFyMdevWOaRlQEAA9Hq9XVrapoOtnt27dzuULf7crF6vR3BwMGQyWYs6OI7DkiVLHFak/P39hTaDL5vNyXIch4KCAvzwww928jKZTLCBX71pTpb/vnPnTpw9e9ZOh7u7u5Cfd4oHACxatEjY3cLD+4TBYIC/v3+L6chxHK5cudJsPLRarV08bNtu27yVSCTYtm2bQz2hVCqh0+kQGhoqtN8ttf8cx2HOnDl2K+AcxyEoKAgGgwFhYWHw8fFx2CFj+1lQUICVK1fa2eDm5ga9Xi+shCkUitvuWNq1axd2795tp4Pvh7Rp0waBgYGQy+XN9kH452XLluH8+fN28QgODkZYWBjCw8OFeDS324kPH3zwgV3bw68K8itgHh4et92xJJVKMXnyZLvVOH53RkREBEJDQ6FQKBx2SzXVMWXKFLsdO+7u7ggLC2u1DrlcjtmzZ9stZPC7KyIiIhAeHt7sDq6mun788Ue71XSJRAKdToeIiAhERkbCx8en2XS0DRUVFQ474vz9/YWdBXxb2HQnl216GI1GfPDBB6iurnaID7+qz+dNS33VgwcP4siRIw7lXqVSCfGx7e/y/v3/2Hvv+Kiqrf//c6ZmZjIpk0I6oQdIBVIgoQWQUCLKVRRQVFBEBEW8qBQxKgrSEUQpV6SLgNSHJjHSDSH0FkgCCRBCSe/T1vcP7jnPTArOmfC78rvPfr9e+3XOTGats/bea+91ztklfAKArVu3QiqVIjMz0yq+S6VS+Pv7o1mzZmjevDk0Gk29s8kyMzNx6dIlSCQSVFZWWvkr33YDAwPRrFkz+Pr61mm7HMfh4MGDqKmpET5nZWWhurr6sX5fOw6cO3euToy7d++elS0qlQr+/v7CDCe+P+Q4Dunp6SgpKbGaoVVTU1NnNFsikQj9mZ+fnxBfysrK6r1fNplM9Y6Iu7u7C/G+9ogrf32ehw8f4sCBA3X+Hh0djcTERCQmJiI4ONiuNbQNYuuc4r8j/betceXXsUmlUurRowctXLhQ9PrSmTNnCuuN7FmTaLm+xdvbm9566y3Ra69+/vlnAkAcx1FMTAzNmDGDzp07Z/M6DJPJRCEhIQSA1Go1Pfvss7Rs2TK6deuWzTbs2rVLWMfh7u5Or7zyCm3YsMHmNZ5ms5m6du0q6AgKCqIJEybQ/v37bV5jw6/nw7/XTTzzzDO0YMECunLlik1lYTabqXv37oKOVq1a0XvvvUd79uyxuT42b94syOt0Oho6dCitWbPG5jVPxcXF5OrqKtRFYmIi/fDDD5STk2OTPBHRwIEDCQApFArq06cPLVq0SNTaEX7NtEQiodjYWJo5c6aoddsXLlwgjuOEdRaTJk2iQ4cO2bzOwtIfdTodDR8+nDZu3EiFhYU25+G7775rVB6qqqrI29ubAJCXlxe9+eabtH37diorK7PZhh9//JEACGsJ58yZQ1evXrXZBrPZTFFRUcK6GXvWvFy4cEHoGzp37kwzZ84UvUaLXy/s4uJCw4cPp02bNolaP24wGKh58+YEgNq3b0+TJ0+mP//8U9S6qqNHjxIAksvl1LdvX1q6dKmo/omI6N133yUA5OnpSaNGjaIdO3aI6mctfSI0NJQ+/fRTSktLE1WW+/btE9pmv3796PvvvxedD34Nk7354Pc0wL/XhX366aei1/Nv27ZN6GcHDBhAy5YtE72vwdChQwkA+fj40JgxY0SvceX3RQBA0dHR9NVXX9HFixdF5WPnzp3CGvAXX3yR1q1bJ6qfISIaPXq0cA/w4Ycf0pEjR0TfA/Br2bt3704LFiwQfR9y69Ytksvl5OjoSEOGDKGNGzeK3uOBj59eXl709ttv0759+0StwyT63/uAwMBA+uCDD+jw4cOiyoKI6ODBgwSAmjVrRhMnThRdnkREWVlZJJVKydvbm9555x367bffRO0vQPS/9WJZpmLXLBIRTZkyhTiOoy5dutCcOXPo+vXronXcvHmTZDKZUDd79+4VXTdERK+//jpxHEddu3alefPmiV5TSvS/ZavT6ei1116jbdu2iV6HSUT0xhtvCHtpJCUl0dmzZ0XvKcLHN8v2W1BQIEqHZZy17NfFxCcioo8++ogAkIeHB73xxht2lQu/Z45Go6HBgwfTqlWrRO9RMnHiREHH888/b9c+J0Qkao0rG3H9D3Lu3Dn88MMPGDBggF07cBERXF1dceHCBbRv396uNxinT5/G0KFDkZiYiIiICLt2i7t06RJWrVqF/v37C+vVxJCamoru3btj9uzZ6NGjhzC6aytEhN27d+Ozzz5D//790bFjR9E7TR4/fhyurq5YunQpEhIS0KxZM9E2rF69GuPHj0e/fv3QvXt30TuxpqamQqvVYsmSJUhISECLFi1EyfNrpqdPn45+/fohMjJSdDns2rULI0aMQP/+/dGtWzfRdZGdnQ0vLy9s27YNvXv3Fr3bpslkQk5ODtauXYuEhAS7dnk+cuQIFixYgIEDB4ouQ+BRm+jfvz+WLl2KmJgY0bvhms1mZGdnNyoPR48exejRozFw4EBhFocYiAhZWVlYv349EhIS7OpfMjIy8Mwzz2Dx4sXo1KmTXX1Deno6fvzxRwwYMMCuvsFgMEAulyMlJQWxsbF27bx64cIFjBs3Ds8++6xd/gAA165dwy+//IK+ffvatXtkdXU13N3dcfz4cURFRdm1E+6ZM2cwefJkJCYmIjAwULQ88Kh9btmyBc8884xdOyyXlZXB398fJ06cQFRUlN272CYlJSExMRFNmzYVLQ882oF927Zt6NOnj107LJeUlKB169ZIS0tDx44d7YqdZ86cwaxZs5CYmAhvb2/R8gBw//597N27Fz179rRrR/yamhq0bNkSFy9eRLt27ezKR1ZWFqZOnYqBAwfavat+ZmYmtm/fjvj4eNExg6e4uBjHjh1DTEyMXX4FQJh5FRYWZveIjl6vx9mzZxEaGmq3jvz8fBw9etTuNgIAeXl5WLhwIXr16mV3mRIRgoODcefOHbt9FHiUn0OHDjWqbgwGA3r27IlvvvnGrljAc/v2bRw8eBBxcXF27VQPPGo3UVFR+Oyzz+zugwAgJyenUe0XePQfLV555RVs2rTJ7n7dYDBAq9Xi2LFjiI6Otiu+mM1mVFRUYO/evXbdhwOPdhWWSCSN0mEPbI0rg8FgMBgMBoPBYDD+44hZ42rfqxQGg8FgMBgMBoPBYDD+Q7AHVwaDwWAwGAwGg8FgPNWwB1cGg8FgMBgMBoPBYDzVsAdXBoPBYDAYDAaDwWA81bAHVwaDwWAwGAwGg8FgPNWwB1cGg8FgMBgMBoPBYDzVsAdXBoPBYDAYDAaDwWA81bAHVwaDwWAwGAwGg8FgPNWwB9f/IESEmpqaRumorKwEET0hixgMBuMRT6JfaawOs9ncaB0mk6lR8gBgNBobbYPZbG6UDoPB0Cj5J6HDaDQ2Oh96vb5R8k9Ch16vb3Q+qqqqGiUPPIrfjaGmpqbRZVFWVtbosigqKmp0Oy0oKGiUPAA8ePCg0Tru37/faB337t1rdHkUFRU1+v7QbDY/kfzcv3//ibT7kpKSRttSWFjY6LI1GAyoqKhotC3l5eWN1lFdXd3osjWbzY3u24mo0XHuScRre5AmJSX9xy9qK8uXL08aPXr0323GE4PjOLz00kvYsGEDysrK0KRJEzg5OYnSkZ2djejoaGRkZICI4OfnB7lcLkrH1KlTsWvXLiiVSvj5+UEqlYqSv3HjBsaOHQuj0Qh/f384ODiIkgeAr776CmfPnoW3tzecnZ1Fy1+5cgWLFi2Cq6srvLy8wHGcaB0LFy5EXl4emjZtKroMAeDatWtYvnw5mjRpAjc3N9HyALB48WI8ePAATZs2hUwmEy2flpaGzZs3w9fX165yrKmpwfTp0wVfsKcc582bh1u3biEwMBAKhUK0/Pr163Ho0CH4+vqKbg8AcPjwYSxbtgwuLi7w9vYWnYeCggKMGzcOZrPZbl+YPHky0tPT4eHhAXd3d9Hyx48fx+TJk2E2m+Hv7w+lUilax9ixY3H48GFoNBr4+PhAIhH3XjI7OxsvvvgiCgoK4OHhAZ1OJ9qG+fPnY8GCBaiuroavry/UarUoebPZjP79++P48eOQSCTw9/cX3S4uXryIAQMGIC8vD46Ojnb1D19//TW++eYblJaWokmTJqLbltlsRq9evXDkyBGYzWb4+fmJrtP09HQMHDgQd+7cgVqthre3t+g6nTZtGhYsWICSkhJ4enrCxcVFlLxer0dcXBxSU1OFfIht43/88QdeeOEFIR8+Pj6i62PChAlYsmQJiouL7cpHdXU1oqOjcfLkSRiNRrvq4/fff8dzzz2HnJwcKBQK+Pr6io6dH3zwAebMmYMHDx7AxcUFHh4eosqCiBAVFYXffvsN5eXl8PLyglarFWXDjRs3EBERgYsXL0Kv18PX11d0DN+xYweee+45XL9+HQDg6+srut9csGABxowZg+zsbEilUvj6+opu6zNmzMD777+PGzduQCKR2KXj22+/xciRI5GZmQkAdt1T/fbbb4iPj8elS5eg1+vh4+MDlUolSkdJSQlat26NI0eOoLi4GB4eHqL9nOM4DB06FPPmzcPt27fh4OBgVyw4fvw4YmNjG5UfiUSCXr16Ye3atbh37x6cnZ3h6ekpuu3//vvv6N27NzIyMmA2m+Hr6yu6D5JIJOjZsyc2b96MoqIieHh4wNXVVZQOANi0aROGDx+OnJwcKJVK+Pr6ii7b0tJSdOjQAWfOnIHJZLKrLwKAAQMGYPfu3aiuroaPj4/oWMtxHIYPH45ff/0VNTU18PX1FV3HZrMZ/fr1w4kTJ8BxnF3xmufzzz+/m5SUtNymHxPRU5s6duxI/238+eefBEBIYWFhNGXKFDp27BgZjcYG5cxmMxmNRtLr9TRs2DBBXqlUUkJCAi1evJiys7NtsuHixYuCvKurKw0fPpw2bdpEJSUlNudj0KBBBIDkcjk988wz9N1339Ht27dtlk9JSRFs6NixI82YMYMuXbpEZrPZJnmz2UwdOnQgABQYGEgTJ06kY8eOkclkstmGbdu2EQBSq9X0j3/8gzZs2CCqDMxmM0VERBAACg4OpqSkJLpw4YLNeSAi2rx5MwEgrVZLw4YNo19//ZUqKyttlq+pqSFfX18CQFFRUTR79mzKysqyWZ6IaNy4cQSAvLy8aOzYsZScnEwGg8Fmeb4clUolDRo0iNasWUNFRUU2y9+4cYOkUikBoOjoaNF50Ov1FBAQQAAoICCAJkyYQIcPH35se6rNa6+9RgBIpVLR888/T2vWrKHCwkKb5Q8ePCj4c9u2bWnKlCl08uRJUf7csWNHAkAKhYL69+9Py5cvp7t379psQ3JysmCDp6cnjRw5knbs2EEVFRU26xg6dKhVPj7++OO/7JssKSwsJCcnJwJAEomEYmNjadasWaLa9saNGwUb1Go1DRo0iFasWEF5eXk252Pw4MGCDi8vLxo1ahRt27aNysrKbJIvKCggrVYr6AgNDaXJkyeLKot169YJ8gqFgvr06UOLFi2izMxMm/PRv39/QYeHhweNGDGCfvnlFyouLrZJ/u7du6RSqQQdwcHB9Mknn9CRI0dsbuNLly5tVD7MZjN17dq1Ufm4ceMGyWQyQUf79u3po48+okOHDtmcj/nz5wvyMpmMevbsSXPnzqUrV678pW/y8bdz586CDmdnZxoyZAj99NNPdO/evcfKm0wmMhgMlJmZSXK5XNDRtGlTeuedd2jXrl0NtlP+2jU1NVRVVUXff/+91T1EeHg4TZkyhY4ePVpvWZhMJtLr9VRVVUXl5eVUUlJCL7zwgiAvlUqpW7duNHPmTDp37lydsrCULysro+LiYnrw4AG1atVK0OHg4EAJCQm0aNEiunbtWh37DQaDcP3i4mIqKCigrKwsoa8AQBqNhp599ln6/vvv6ebNm3XyX11dTRUVFVRSUkKFhYV0//59unTpEjk4OFjpSExMpKVLl9KNGzes8lBTU0OVlZVUWlpKRUVF9ODBA8rPz6erV69a2VFfXh5nw927dyk3N5fatGljVaaxsbE0Y8YMSk9PJ5PJJJRDdXW1UA8FBQWCjlu3btEbb7xhVbdBQUH0wQcf0IEDB6i6utpKR0VFBZWWllJhYaGQlzt37tDOnTutdOh0Oho6dCitWbOG7t27Z+VPlZWVQp1a2nL79m0KDw+3yk9cXBx9/fXXdObMGTKbzYJP87ZY6uHt+emnn6xs8fPzo9GjR9P27duprKysjp7KykqhbIqKigSbQkND6/RBCxcutPI1y3tkS12lpaVUXFxs1R8DoDZt2tDEiRMpOTmZampq6vgsb1dNTY2gr7S0lFq0aCHocHFxoZdffpnWrl1LDx48eGwfwOs0Go00depUQYdcLhfyIyY27N27V9DBx9qvv/6azp8/b3OsPX78eJ1+YPbs2XT58mWbdWzYsMEqXj/77LOi4zUREYBTZOOzIUdP8bTTTp060alTp/5uMxokJiYG169fF4bLzWaz1Xl93z0OjuMgkUggkUjAcZwgK2ZagUwmg4ODA9RqNVQqFTiOE/RaHrOysuqdJuDg4ACNRgNHR0coFApIpVJIJJI6x4KCAty4caOOvEKhgFarhZOTE9RqNWQymVWSSqXC8ffff68zrU8ul8PR0RGurq5wcnKCXC5vMF27dg0XLlywkpdKpYK8s7MzlEolFAoF5HI5FAqFkORyOWQyGTZs2FCnfNVqNVxcXKDT6aBSqazkaqeLFy8iPT29Th60Wq1gg0KhEOyonWQyGX766Ser6RYcx0GtVsPZ2Rlubm5wcHCwkqmtKzU1FVeuXKm3HnQ6nVCXtcuATwUFBdi/f7+VvEQigUajgZOTE1xcXKBUKustQz4PmzZtqjNlxMHBAVqtFs7OzkIeeBm+DvnzlJQUFBUV1fFl3ga1Wl2vD8hkMsjlcly+fBk5OTl1fEGpVEKr1UKj0Qi/52Us/bKgoKCOL0kkEshkMqjVamg0GiiVSiv/rX08ceJEnTLgZVQqFdRqdb1tSSqVQiqVIj8/H/fu3UNt5HI5lEql4Iu1+wnL82vXrtWR5/U7ODgI9vD9Au9vfKqoqEBhYWEdHRzHWfld7bfMlm/RCwsL653GJJFIBD/iRzQsy4s/N5vNDU4x4+uOt4GX4QMaf67X6xucdmfpOxzH1dHBp6qqqnqnQXEcJ+jgR9zqC65ms7lBGyQSidB2+HzUJ280Ghuc+mzpx3y8qC3Pl0V98Png/Zcv+9ryvB0N5YPXweejdgykf09Ja+hewzI2WOajduxsKA5yHCfI835pGTstbWkIvq1b2sAnk8lk03Q4/vq8Dfx0cTHxm9fB22DrtWvr4P3anmnzfJ9iyz3L43TwNth7j8n3KU/zPSrjv4cn4W+W99iW/ahYHZb9APBo5osYu/g+ke/TTCaT6KUOfN/Oxyme2naYzWaUlpbWq6NTp05ITEzEwIEDERER8djRdo7j0omoky22sQfXRhAUFISMjIy/2wwGg8FgMBgMBoPBeCqQSCSIjY1FYmIihg8fDh8fnwZ/K+bB1b7JyAwAwM8//4yampp6R0AaGhXJzvhbrPoAACAASURBVM5GQkKCoEOn06Fbt27o0aMHoqKioFKphN82lD799FOsW7cOwKM3K2FhYYiLi0OXLl3g7e1d76iv5bG8vBwjRoywGhXx8/NDTEwMoqKi0K5dO0gkEuGNL3+0PN+0aRN27dplVR5t27ZFZGQkOnbsiKZNm1qNGBiNRqtUVlaGjz/+2OrtjUKhQFhYGCIiIhAWFgZ3d3cYDIZ6k16vx86dO5Gammplg1arRUREBEJDQ9G+fXs4OjpCr9dDr9cLcnwqLS3F/Pnz69Srn58fIiIiEBwcjFatWoHjOCs5y7R//37Ufrkil8sRHBws2ODp6Wl1bX6DDX7zgsWLF9exwdPTU7ChdevWkMvldWT5z9u2bavzAkWpVCI0NFSwgS/L+my4cOECtm3bZiXPcRzatGmD8PBwhISEIDAwECaTqd6yLC4uxpw5c+rkoXnz5kJdtmrVCgCs6s/yfObMmXXe2gUEBKBjx44IDw8XfLK2HxiNRhgMBqxYsQKXLl2ykvf19RX8sX379pDJZIL/8bJ8OnDgALZu3Wol7+Pjg44dOyIyMhKhoaFwcHCw8mfL48OHD/HBBx9Yyet0OkRFRaFTp07o0KEDnJyc6m1L/HHhwoU4fvy4VR3GxsYiJCQEUVFR8PPzsxoJqj0alZ+fjzfffNPKhuDgYERHR6NDhw5o164dpFLpY6fgrFy5Eps2bRLkXVxc0KdPH7Rt2xYxMTFwdnau88bV8rPJZMILL7yAhw8fCt916NABcXFxCAsLQ5s2bYQRqdpvX/nPp0+fxtixY4XvtVotEhISEBQUhM6dOwtrk2qPGlt+N3PmTKv6DAoKQs+ePREaGoqQkBDhDbLlaLNlMhgMSEhIEGYByOVy9OzZExEREYiKihLWaVomvq/n0/Hjx63y0aRJE/Tp0wehoaGIjIy0mhHTkI5p06ZZ9bMdO3YU+unWrVvX+X3tz9XV1YiPjxc2JlGpVIiPj0doaCji4uLg5ub2lzoOHDiAf/7zn4INAQEB6NatGyIjI9GhQwdh9LsheYlEgvHjxyMlJUUo85iYGERERKBbt25o1qzZX8bOkpISdO/eXRg9dnJyQo8ePdCpUyd06dIFTk5OVjGyPh2//vorpkyZYuUTUVFRiIuLQ0hICORy+V/G3jfeeANHjhwRfCIuLg6dOnVCt27dhDXIliOvlud8PmJiYoSR+CZNmiAuLg6xsbGIioqympXR0MyM3bt345133hHyER4ejsjISPTs2ROtW7cWRllqy1mmSZMmCfcQSqUSnTt3RpcuXdCjRw94eHhY/dZSn2Xq0aOH0Oe6ubmhc+fOiI+PR0xMDDQajZVcfecGgwHBwcHCJk3+/v6Ii4tDfHy84FcNzW7hj+Xl5Wjbtq2waU7Tpk3Ro0cP9O7dW6jThuT5c71ej6CgIMGOgIAAxMfHIz4+HmFhYVazEho6SqVSxMbG4uzZswAexW/ejsjISDg4ODRYDpbnU6dOxcKFCwE8mvnVtWtXxMfHo3v37nB2dq63Lmp/d/78eXTp0kXwj7CwMMTHx6N3795o3rx5vXVZ21f0er1V/ep0OvTs2RO9e/dG586doVKpGvRP/jw3Nxd79+7F5MmTBVsiIiIQHx+PXr16oXnz5lZto3Zb4TgOZ86cgUQiwfvvv4+rV68Kbb979+6Ij49HXFwctFqtVXu3TPfu3UN+fj4kEgnOnDmDqVOnCra0adMGPXv2RK9evdC2bdsG7+EvXLgAs9ksfDdu3Djk5uYK/WlcXBy6d++Obt26wcXFpU4fWFxcjJycHCHuSaVSbN++HWvXrrWypXv37ujevTvatm1bJy5cv34dlZWVVrqvX7+O6dOnCzp0Oh26du2Kbt26Cc8SfH9bWVkprOG2jJV3797FJ598IuhQq9WIiYlB165d0aVLl3r3dqgdt9PS0jBu3Djhs5OTExISEpCYmIh+/frZvf/LY7F1TvHfkf4b17iOHDmS2rdvT1OmTKHU1FRRazKJiPLz88nDw4MGDx5Mq1evpocPH4q2Ye7cuSSXy6l37960YMGCOmtS/oqKigpq0qQJ6XQ6GjZsGK1bt+4v5/fXZvbs2cI6gwkTJtD+/ftFre0sLS0ld3d3kkgk1KVLF/riiy8oNTVV1LrGOXPmCOsUXnjhBVqxYgXl5OTYLF9RUUFeXl4EgEJCQujDDz8UnQ++HLRaLQ0aNIi+++47un79us3rC/Lz80mj0QhrhSdPnkwpKSlUXV1tsw0JCQnC+tC33nqLNm/eLGp959dffy2sXRs2bBitXr1a1PqGPXv2CGvG/vGPf9Dy5cut1jj9FTdv3iS5XC6sb/ruu+9ErRUxGo0UFBQkrJ2ZN2+eqDWZRETTpk0jjuMoMjKSpk+fTidOnBDli7du3SKFQkEBAQHCmrfy8nKb5YmIJk6cSCqVigYMGEBLly4VVYZEj9qUm5sbtW3bliZNmiRq/SDPxo0bSaVSUWJiIi1btkzUuneexMRECgwMpPHjx9OBAwfqrD/6K+7du0dOTk7UvXt3mjt3LmVkZIi24V//+hfpdDp69dVX6ZdffhG19p2nd+/eFBwcTFOmTKE///xTdF9/69Yt0mq11K9fP/r+++/p1q1bom1YsGABNWnShN58803atWuXqL6J6NG6rKioKOrYsSN9/vnnwvo2MVy5coUcHR1p0KBB9OOPP/7letD6+PzzzykgIIDGjx9Pv/32m2ifMJlMFBISQnFxcTRnzhy7fOLs2bPk4uJCw4YNE70nBM/06dMpKCiIPvnkEzpx4oRonzCbzRQdHU29e/emJUuWUG5urmgb7ty5Q15eXvTKK6/Qli1bbF73bcnevXupWbNmNHHiRNH7CfB8++23FB4eTp9//nm9a2tt4auvvqKoqCiaOXMmXblyRbQ8EdGiRYsoMjKSvv76a7t17N27l9q1a0dTpkyhtLQ0u/Ly8OFDatmyJY0ePZr27t0rKoZbMnToULv2SLDkjz/+oFatWtFHH31Ex48fF+2nRI98tXfv3pSYmEgrV660q90TPdq7oVmzZjRhwgRKSUkRHZN4evXqRb1796bFixeLus+zZOfOneTn50djx46lffv22VVHVVVVFBgYSH379qXvvvvObluef/55CgkJoalTp9oVX4iIRo8eLcRae/pVokf7MDRv3pzef/99OnjwoF06iNga16ea3NxcBAQE2C1fWFgItVpt106+PEeOHEF4eLjo3Qh5srOzce/ePURFRYneVRF49LJk8+bNiIyMRLNmzeyyIT09HTdv3kSvXr1E77zH27B06VJhRM2efKSlpeHy5cvo06fPY6dANITZbMa3336LTp06ITo62q7dbJOTk/HgwQP06tULHh4eouXv37+PTZs2oW/fvsLoshiICMuWLUNUVBTCw8NF77AHAFu3boW3tzeioqLs2pHu6NGjMBgMiI2NtWtX49zcXFy4cAE9evSARqMRLU9E2LlzJ7p06WJXHQDApUuXwHGc8LbVHhsOHTqE6Oho0TsD8ty5cwfV1dVo0aKFXfLAox19W7RoYbcNRqMRGRkZaNeunV3lAAB3796FUqm0a1dknszMTAQGBtq9Q6LBYMCtW7fQvHlzu224e/cuHB0d7e6nASArK0sY0bSH6upqPHz4EH5+fnbbkJeXB1dXV7t9Ani0E25gYKDdPlFZWYmKigq72yfw6F+e6HQ6u/ppnrt378Lb29tueb1ej8rKSrtiHk9xcbGw5t9eioqKhNEleykpKbFrJ3xLSktL7dqJ3pKysrJGtTHg0b9JcXR0bJSOyspKODg42N1WgUdxoLKy0q44ZklZWRkcHR0bVb/8usrGlktxcTGcnZ0bbUtZWVmj2g3w6H5J7E7gteFnljXGb81mM3JzcxEYGGi3DiLCtWvX0Lp1a7vzYzQace3aNbvvWyz5j65x5TiuDYBNFl81BzCdiBZa/KYHgB0A+N18fiWiL/5K93/jgyuDwWAwGAwGg8FgMP7Da1yJKANA+L8vLAVwB8C2en56hIgGNvZ6DAaDwWAwGAwGg8H4v4X9cxLqpxeALCLK+ctfMhgMBoPBYDAYDAaDYQNP+sH1ZQAbG/hbZ47jznEct5fjuPZP+LoMBoPBYDAYDAaDwfgv5Yk9uHIcpwDwLIDN9fz5NICmRBQGYDGA7Y/RM5rjuFMcx5168ODBkzKPwWAwGAwGg8FgMBj/P+VJjrj2A3CaiO7V/gMRlRJR+b/P9wCQcxznXp8SIlpORJ2IqFNjdgBkMBgMBoPBYDAYDMZ/B0/ywXUoGpgmzHGcF/fvvZI5jov693ULnuC1GQwGg8FgMBgMBoPxX0qjdxUGAI7j1AD6AHjb4rsxAEBEPwB4AcA7HMcZAVQBeJme5n8gy2AwGAwGg8FgMBiMp4Yn8uBKRJUA3Gp994PF+RIAS57EtRgMBoPBYDAYDAaD8X+LJ72rMOMxlJWVYfPmzSgpKbFbR2pqKi5cuAB7B6zNZjOys7Ptvj4AFBYW2n19ADCZTKiurm6UDQaDoVHyZrMZJpOpUTqMRmOjbWjsxIOnQf7vtqGx9VhdXd0oG4gIhYWFjbIhLy+vUT5NRLh48WKj8nH79m3k5ubaLQ8AaWlpjerfDAYDkpOTodfr7daRmZmJM2fONKos/vjjD9y+fdtueb1ejx07dqC8vNxuHZcvX8bx48cb5d979+5tVH9fXl7e6JiVnp6Ow4cPN6q/3Lp1K65du2a3fGFhITZs2ICCAvtXKB0/fhwHDx5ETU2N3To2btyI8+fP2+2bZWVlWLFiRaN88/z589i6dWuj6vTAgQM4cOBAo+L4li1bcOTIkUb5xc8//9zoNrJlyxYcOnSoUf1vcnIy9uzZg8rKSrt1ZGdnY+3atWjMpqREhBUrVjQ6Fhw7dgy7d+9uVH6MRiNWrFiBrKwsu3UAj9rdgQMHGtXuTCYTVq1a1ej4dvToURw7dqxR/vbw4UNs2bIFpaWldusgIvzyyy+4d6/OlkKi2LFjB/Lz8+2WN5lM2LFjR6PyYg/SpKSk/+gFxbB8+fKk0aNH/91mPDGUSiUmTZqEMWPG4I8//sDDhw/h5uYGNzc3/HsJ8F9SUlKC0NBQ/PTTT8jMzIRUKoWfnx9kMtsGzzmOw2uvvYavv/4a+fn5cHFxgZeXl83XB4BTp06ha9euyMnJgUajgZ+fHyQS29+BcByHhIQE/Pbbb5BIJGjatCnkcrnN8gCwbds2jB07FhUVFQgICICjo6MoeQDo168fTp48CUdHR9F5AIA9e/bgnXfeQXV1NZo2bQqNRiPahmeffRZnzpyBq6srfHx8RNUDAKxZswYzZ86EVCpFYGCg6HLMz8/H4MGDUVFRgcDAQLvyMGzYMFy+fBne3t5wc3P7a4FafPrpp9i6dSucnJzg7+8vugw2bdqEyZMnw2QyoVmzZlAqlaLk79+/j5iYGNy+fRs6nU50e+A4Dq+++ipWrFiBqqoqBAQEiC7HjIwMhIaG4vLly3a1CY7j8M9//hMffvghcnJyoFarRfu02WxGmzZthIDo4uKCJk2aiCqLw4cPo3Pnzjhy5AhKSkrg5eUFFxcXm+WlUik++ugjjBkzBmfPnkVNTQ38/PygUqls1iGRSBAREYGlS5fi+vXrkEgk8Pf3t7mPBIDTp08jJiYGO3bsQF5eHhwdHeHt7W1zWUilUnz22WcYOXIkjh07huLiYnh6eooqC7lcjsjISCxYsAAXL16EwWCAn58fHBwcbNZx6tQpdO/eHb/88gtycnKgUCjg6+sLqVRqk7xCocAnn3yC0aNHIyUlBQUFBdDpdKJillQqRWRkJObPn4+zZ8+iuroaPj4+UKvVNufj6NGj6Nu3L9avX4/s7GzRcU+lUmHChAl49913ceDAAdy7dw9OTk6i/FsikSAmJgbz5s1DWloaysrK4OXlBScnJ5vzcfLkSfTv3x8rV67E1atXYTKZ4OfnB4VCYZO8UqnEV199hdGjR2Pbtm3Izc2FUqmEr6+vzW1dq9WiX79+SEpKQkpKCh48eABnZ2d4eHjYXBZGoxFdunTB/PnzkZqaipKSEnh4eIjy7zt37iA+Ph7ffvstzpw5g4qKCnh5eYmK5devX0ffvn2xZMkSnDt3DlVVVfD29hbV/969exfx8fFYtGgRTp8+jYqKCnh7e4uyQyKRIDY2FnPmzMHx48dRVFQEd3d3uLq62qzD2dkZr7zyCj7++GPs3bsXeXl50Gg0ouIRx3HYt28fXnzxRaxatQrXrl0DEYnyMeCRn8XFxeGbb74R8uPh4SEqPxKJBGvXrsXw4cPx888/48aNG5DL5aL6HwCQyWTo3Lkz5syZg5MnT9rV7iQSCVatWoWhQ4fi119/RW5uLlQqlah2Azx6IdmpUycsXrwYFy5csCs+qVQqvP3223j//fdx6NAhFBYWwt3dHTqdzmYdHMdhzZo1eP7557F3717k5+fDyclJ9L3L9u3b0a9fP+zZswd3794VrUMikWDhwoUYOnQoDh8+jKKiInh6eoryE57PP//8blJS0nJbfss9zUtNO3XqRKdOnfq7zWiQXbt2oaSkRBg5s0z1fUdEOHv2LJYvt64bT09PREREICwsDEFBQUKj5uum9nHWrFlWb5+VSiVCQ0MRHR2NqKgoeHh4QCqVQiaT1Xs8ffo0Ro0aJci7u7sjOjoasbGxCAsLg4ODA+RyORQKhdXR8nzAgAFIT08HAOh0OnTs2BFxcXHo1KkTNBoNFAoFlEqlkGp/3rlzJ15++WUAgEajQVhYGOLi4tClSxe4uLhAqVTCwcFBSJaflUqlcJOdnZ0NjuPQqVMnhIaGokePHvD29raSrS9JpVKsXbsWI0aMAAB4e3ujY8eO6Ny5MyIiIqBWq+Hg4ACVSiXIWJ7LZDIQEdq1a4eMjAxIpVJ07twZ7du3R7du3eDl5SXIWCb+O/6hZPXq1Xj99dcBAM2bN0d0dDQiIyPRrl07aDQaQU6tVlsd+Ru2yspKBAQEoKCgQLghad68OWJiYuDs7Ay1Wm2VeJ2WN3yvv/46Vq9eDalUil69eiEqKgpBQUHw9PSERqMR5Cx1yOVyoXOzzENERASGDBkCZ2dn4QHOUs7SFt7Pr169irZt2wIA/Pz88NJLLyEyMhJyudzq93z+Lc9lMhn0ej2aNWuGvLw8KJVK9O/fHy+99BKIqMH6q/357bffxqpVqwAALVq0wJAhQxAbG4uKiooG/Zg/VygUOHPmDAYOHAjgUWferVs3vPDCC9DpdJDJZEL7aSjJZDKMGDECfH+nVqvRv39/9OrVCwqFAlqttsH2zB+vX7+O1157zapdP/vss2jVqhV8fHwEv5dIJJBIJFbn/OclS5Zg+/b//W9lgYGB6NevH3Q6Hdq2bQuZTAaJRAKO4+o9ms1mjBgxwmo0JywsDJGRkQgMDESzZs2EGwWO44Rk+fnSpUv47LPPBHmpVIq4uDj4+vqiY8eO8PLyEn5vieXnH3/8Eb/99pvwWa1WIyYmBs2bN0dERAScnZ3xOMxmM8aPH2+VDy8vLwQHByMkJATt27eHUqm0GtWo3U9fvXoVs2bNstLbunVrtGnTBuHh4WjRogU4jrOSs5zBQERYu3YtDh06JMjLZDK0b98e7du3R1hYGLy8vOqNM3wymUz48MMPrUZOnJyc0K5dO4SHhyMkJAQajaZOvLL8fP78eXz//fdW+fD19RVsaN26NaRSqZVc7eOqVauEeMHTsmVLhIeHIzQ0FL6+vkK584mXN5vNqKmpweTJk61G51QqFdq2bYuwsDCEhITA2dnZSr52On36NNauXWtlg6urK0JDQxEaGoqgoCAoFAphNk59On766SdcvHjRSoe/v79gQ2BgoJAPSx38eU1NDZKSkqzyIZVK0aZNG4SGhiI4OBju7u5C3VnK8scrV65g9erVVjao1WoEBwcjODgY7dq1g6OjI0wmk5Ws5fmePXtw7NgxKx06nQ4hISEICQlBq1atIJfL65Xlz1euXImbN29a6fDx8RHaR/PmzcFxXIM2mEwmzJ07t85oTdOmTQUdAQEBQlnUp8doNOKbb75BVVWVlY7mzZsjODgY7du3h6+vr+BLDdkyf/78OiPQAQEBQpn6+/vXqdfaxzVr1iAzM9NKB99nBAcHC+VR2ycsz48ePYr9+/db6XBychLy0qZNGzg4ODzWR0tKSjB79mwrHTKZDK1btxbK1c3N7bFtpbKyEqtWraozsu/l5SXo4Puv+torEeHmzZvIysqqkx+lUol27dohJCQE7dq1g1arrbffMJlMOH36NIgIR48exZ07d6z0+Pv7IyQkBMHBwWjatKlgi2U/dufOHdy+fRtEhKKiIuzbt89Kh0ajQfv27REaGoq2bdtCrVbXe89eU1MjfE5OTrYa6eQ4Di1bthT6ET4+8b9/+PAhsrKyrHRmZWXh+PHjdco2NDQUYWFhaNWqlRAn+dlU5eXlVvGhtLQUW7dutdLh6uqKsLAwhIeHo23btsLLivLycpw/fx61qaqqwrp16+roCA8PR0REBNq3bw+FQvHY0fvc3FxMmzbN6rt27dph4MCBSExMROfOnW16UcFxXDoRdfrLH4I9uDaKNm3aNGr6EsN+FAqFEHzsQSaTQaFQ2D0VRiKRQKVSwWAw2DWtUSqVQqVSQaFQ2DXNVC6XCw+1JSUloqdsKRQK4SHQYDCInp4klUqFB1GFQmHXFBylUik80Obl5cFsNovWIZPJoFarUV1d3ajppQwGg8FgMBiMJ4ebmxsGDRqEzz77DAEBAQ3+TsyD6xPZnOn/KqGhoXBxcbEaOeATPwpR+7uSkhLU9zCuUqng4uICnU4HR0dHq1GI2seMjAw8fPiwjg7+IcDBwQESiQRGoxEmk0k48udGo7HBm3yJRCKMKEokEhgMBiHZ+pJDIpEII3Imk8mutSP8KBD/Bq82tjyk8DrqW0PDl8NfIZVK6304NpvNqKio+Et5vt5ql53JZLJ5/ZvlqAwPXye2rC2oT16v10Ov16O4uNgmG2pjMplQWlpq89oGvi4tqampQU1NDYqKiv5SXiqVguO4OnVmNBptsoF/UWA0Gu1alyWTyYSZBLzdYtbcKJVKqFQqODo6wmw2W7UrW9qXUqmEo6Mj1Go1lEplnbbN+3NDZSGXy6HVauHo6AiNRmP1dtzyzX1JSUm9OjiOg1arhZOTE7RarTAaU3t0zmw2Iycnp9726eDgAGdnZ2EmAGA9SsmnmpoaXL9+vY68RCKBk5OToMNyKnXtssvPz0deXl695eji4gIXFxdotdo6/aslFy5cqDOSw5eDi4sLXF1doVQq64wY8+dVVVU4c+ZMHb1yuVyQd3Z2FnzbUgf/OTc3t96XQhqNBq6urtDpdFCr1fXGID6dPHmyTj4kEolgg06nE/rr+mJXWVlZvTHLwcEBrq6ucHNzg1arFfJR30h8RkZGnXxwHAcnJye4ublBp9MJcctSzvI8OTm5TiyRy+XC1GUXFxchbtWXCgsL8eeff9bJh6OjI9zc3ODu7g6NRtPgjASJRILz588jJyenTlm6urrC3d0dbm5uUCgUVvK1Zzns3r27Tj4cHBwEG5ydnYV81NYhlUpRXFyMlJSUOvngy9LDw0PIh1QqtZLlzzMyMuqMHEulUiEf7u7uUCgUgkxtHVKpFMeOHaszCqZQKKDT6eDh4QE3NzerfNSnZ9++fXVGOh0cHODu7i5MTW0oH/zn3bt314nFKpUK7u7u8PT0FNpYfWXJn+/fv79OLKxtR0M6+OOJEyfq+LhcLhfs4GffNDTrRSqV4saNG0hLS6vjX3yZenh4QKlUPtZHzWYzfv311zr+4ejoCA8PD3h6esLJyanBdiKRSFBVVYXk5OQ6MU4mkwk+5uHhUae9Wbbb69ev4/bt2/WupeZt8fDwgJOTU739BvBorS3HcaioqKgTU6RSqVAu7u7uQh9m2X/l5eUhJydHuAeqzxa1Wi34vLOzc53+88yZM9Dr9YJNlZWVddqvZR+g0+mgUCgE+aKiIqt9BjiOg8FgqHfQRKPRCP2ZVqsVfn/t2rV67zfLysrqfCeXy4V+2dnZWajP+mIqgHrvQ6VSqRAfXFxcrEZMa8dKg8FQZzYN8Gjktn///khMTETfvn1FLSP4Sx43zejvTh07dqT/Nj766CMCQFKplHr06EELFiygzMxMm+XLy8vJ3d2dAJCzszO9/PLLtH79eiosLLRZx4YNGwgAASCJREKdO3emL774gtLS0shkMjUoZzQaqbKykoqKiqh169aCDrlcTj169KCZM2fS6dOn6+gwmUxUXV1NJSUldP/+fbp16xbNnj1bkAdAWq2WBg0aREuWLKFr166R2WwW5A0GA5WVldGDBw/o1q1blJmZSWfPnqUmTZpY6fD396eRI0fShg0b6N69e1Z2V1RUUEFBAd25c4eysrLo0qVL9Nlnn1nJS6VS6tKlC02fPp2OHDlCNTU1RERkNpupurqaiouL6e7du3Tjxg26cuUKpaenk5+fn5UODw8Pevnll2nlypV048YNQb6mpkaQz87OpsuXL1N6ejpNmzbNSh4AhYSE0AcffEC7d++m0tJSIiLS6/VW8hcvXqS0tDQ6ePAgOTk5Wck7OjpS//79ad68eXT27FkymUxkMBiotLSU8vPzBfnU1FRKSUmhhISEOjYEBwfTe++9R9u3b6fCwkIymUxUUVFB9+/fp5s3b9KlS5coLS2N/vjjD/r444/ryDdp0oSGDh1Ky5cvp8zMTDKbzaTX66mkpITy8vIoMzOTzp8/TydOnKDVq1fXkXdxcaHnnnuOFi1aRBcuXBD8gddhmY9jx46Ri4tLHfnnn3+elixZQpcvX7byJ7PZTFVVVVRUVER5eXmUnZ1Nffv2tZJ3d3enl156iVasWEHZ2dn1tgc+T+Xl5bR27do6fjBs2DD66aef6Pbt23/ZJo1GIwUFG1kCxgAAIABJREFUBQnyTk5ONHjwYFq2bBndvHnzL+WJiH799VdBXiaTUffu3WnWrFl07tw5q/w/jmeeeUbQ0axZMxo3bhzt2bOHKisrbZLPyckhhUJBAEipVFJCQgItXry4wTKsj4ULFwo2BAQE0Lvvvkt79+6lqqoqm+TNZjPFxsYKbbp79+40Z84cunr1qs3lkJ2dTTKZjACQm5sbvfrqq/TLL79QSUmJzfmYO3eukI/w8HD69NNP6eTJk4/tY2vno0OHDgSAVCoVDRo0iFauXEl379612YaLFy8Sx3EEgAIDA+m9996jgwcPCn2bLUydOlWIFd26daN58+bRtWvXbJY3GAzUokULAkA6nY5GjBhBW7ZsEfo2Wzh69KhQlqGhofTpp5/SqVOnbK5PIqJx48YRAHJwcKDExERauXIl5efn2yxfXV1Nvr6+BID8/Pxo7NixdODAAVFleejQISEfMTExNGvWLLpy5YrN8kREkyZNIgCkVqtp8ODBtGbNGiooKLBZ3tKvfHx86J133qH9+/eLykdhYSFptVoCQO3bt6epU6dSWlqaqPq4evWq4JvR0dE0c+ZM0WWRnp5OAIjjOIqNjaU5c+aI8k0iooyMDJJIJFZ21I4Zf0VJSQm5uroSAGrXrh1NnjyZUlNTbW7rPHws9vT0pFGjRtHOnTtt7nt5+Fgkk8moT58+tGTJEsrNzRWlo6qqinx8fIQ4MGHCBEpJSSGDwSBKz4IFC4R7xL59+9LSpUvp1q1bom3x9vYW7vHeffdd0e2OiOjbb78VYkLPnj1F33sTEZWWlpJOpxPazpgxY2jPnj02xyaet956y6pclixZQjk5OaJ0rFu3rlHxhYho3759go6WLVvSxIkTKSUlhfR6vc06Vq5cKegICgqiSZMm0aFDh0T7CoBTZOOz4d/+cPq49N/24FpeXk4jR46kdevWiQo0lmzevJkmTJhAycnJopyLx2AwUNeuXem1116jjRs32mXH+vXrqUWLFjR27FjauXOnqBsQokcPH23atKHOnTvT9OnT6ejRo6Lz8q9//YucnJzoueeeoyVLllBGRoaoQKPX66lVq1bUtm1beu+992jnzp2ibkqJHr0AUKvVlJCQQHPnzhUeEm3FYDBQUFAQBQYG0qhRo2jjxo2ibqSIiBYvXkwKhYJ69OhBX3zxBR07dkxUWebm5pKDgwO1bNmSRo8eTT///LMoG4xGI4WFhZFOp6PBgwfTkiVL6NKlS6Lq4vXXXydHR0fq168fzZkzh9LT08loNNosv3jxYlKr1dS3b1+aPXs2nTp1SpT8uXPnyNHR0e56NJlMFBkZSb169aJvvvmGzpw5I/qGZc2aNdSpUyeaOnUqHTlyRHR7MBqNlJCQQG+++SZt3bqViouLRckTEaWmplKvXr1o3rx5dOXKFVF1yDNjxgwaPXo07dixg8rLy0XLV1dX0wsvvEAzZ860emEhhrS0NBo6dCitX7/e7n523rx59NFHH9GRI0dE+RJPTU0Nvfbaa/Tdd9+JviHhSU1NpdGjR9OuXbtE37zyzJ07l2bMmEHnz5+3qywrKytp5MiRtGbNGnr48KFdNvzxxx80ceJEu25meGbNmkWLFi0SXgaKpbS0lMaMGUPbtm2zyy+JiJKTk+16YLZk3rx5tGzZMsrLy7NLvqqqiiZMmNAon7h48SJNmTJF9E2uJbt27bLrIdGSVatW0ffff0937tyxW8eyZctEv4CozerVq+mHH35olB379u1rdHncunWLJk2aREePHrWrz+FJSkqijRs32hUDeFJSUujLL7+0u98gehQXJ02aJPqFX20OHjxISUlJdPr06UbZMnHiRNGDPLXZuXMnTZ8+vVF9QGFhIb355pu0efNmu8vFbDbThAkTGhVfiB4NpM2ePdvueG8ymWjUqFE0f/58un79ut12EIl7cGVrXP+PYTKZhOkU9lJcXNyoYf/y8nIYjcZG6cjKykLTpk1F7RRqSUlJCcrLy4VNQezh2rVraNq0qehdbHmKi4tRWFiI5s2b223DmTNn0KZNG1E7dFqSmZkJhULx2LUHj6OwsBC5ubkIDQ21y6dMJhNOnTqFDh06iN4Rmefy5cto2bKlqF0TLcnPzxemfdqDXq+H0Wi0uw6AR9Om7b0+8GjquuUUU3sgokbJMxgMBoPBYIiFbc7EYDAYDAaDwWAwGIynGjEPrvYPuzEYDAaDwWAwGAwGg/EfgD24MhgMBoPBYDAYDAbjqYY9uDIYDAaDwWAwGAwG46mGPbgyGAwGg8FgMBgMBuOphj24MhgMBoPBYDAYDAbjqYY9uDIYDAaDwWAwGAwG46mGPbgyGAwGg8FgMBgMBuOphj24MhgMBoPBeGpp7P+bfxL/r/5p0PE02MB0/H+jg8Fg2IY0KSnp77ahQZYvX540evTov9uMJ0JhYSGGDh2K+/fvw8PDA66urqJ1bNy4EVu2bIGTkxO8vb3BcZwoeaPRiKVLl8LNzQ06nU709QEgPT0dDx8+hKenp+jrA4DJZEJycjICAgIglUrtsuHy5cvQ6/VwcnKyS56IcOjQIfj4+Nhtw40bN1BcXGxXPfKcOnUKnp6ekEjse390584dmM1mODg42CVvNptx69YtODs72yXP26DVau3yBQB48OABOI6DXC63S95kMuHq1avw8PCwSx4A0tLS4ODgALVabZf8w4cPsW/fPgQGBtqdj+3btyMvLw/+/v52+UN1dTVmzJgBtVoNHx8fu+rj6NGjWL9+Pdzd3e0uz3nz5uHcuXPw8fGxq31WVlbi3XffRUVFBfz9/e3y7SNHjmDu3LmQy+Xw9/e3q43PnDkTycnJ0Gq1dvW1lZWVePXVV5Gfn48mTZrAxcVFtA2///47PvvsMxgMBvj5+dlVFlOmTMGePXugUCjg5+cnuiyKi4vxj3/8A3fu3IGLiws8PDxEl8X27dsxbdo0VFRUwMfHB46OjqLkAeDdd9/F3r17AQB+fn6i29mDBw8wcOBA5ObmQqPRwMvLS3Q+Nm3ahClTpqCkpASenp529ZtjxozB9u3bYTKZ4OvrC6VSKUq+rKwMCQkJyMjIgFKphK+vr+j+IjU1FSNGjMCDBw/g4uICd3d30WXxr3/9CzNmzEBZWRmaNGliV1v/8ssvsWLFCtTU1MDX1xcqlUq0jmnTpmHdunUwGo3w9fW1q43MmjULK1asgF6vt7ud/fLLL0hKSmqUj9+8eRMvvvgiHj58CJ1OBzc3N9H1QkQYNWoUjhw5AoVCAV9fX7v6v71792LKlCmoqqqCj48PNBqNaB0mkwnDhg3DuXPnoNFo7I5Le/bswbRp01BdXQ1fX1+74rTZbMbw4cNx/vx5ODo62tWnA8CWLVswc+ZMGI1Gu32lqKgIQ4YMwb179+Du7g43NzfROogIo0ePxqlTpxqVnw8//BCHDx8W7hvE9iVmsxlvvvkmrly5AldXV7viA8/nn39+NykpablNPyaipzZ17NiR/puYOHEiASAA1K5dO/roo4/o8OHDZDAYbJJ/+PAhaTQaAkC+vr70zjvv0L59+6i6utpmG8aNG0cAKCwsjL788ku6fPmyqDxkZWWRRCKhoKAgmj59Ol28eFGUPBHRkCFDyM3Njd5++21KSUkho9EoSv7KlSsklUqpe/fu9MMPP9CDBw9E2zBmzBjS6XT01ltvUXJysmgbHjx4QGq1mqKjo2nhwoWUl5cn2oZPPvmEPD09afz48XT8+HEym82i5G/dukWOjo40ePBg2rp1K1VVVYm2oV+/ftS1a1davnw5FRYWipZfuXIltWrVir744gvKzs4WLZ+Xl0dubm70+uuv0++//04mk0m0jr59+1J4eDjNmzeP7ty5I1p+165dJJPJaODAgbR+/XoqKysTJW82m6lTp07k6OhIw4cPpx07dohqk0REJ06cIADk7u5Ob731Fu3fv5/0er0oHWPHjiUA5OfnR+PHj6eUlBSb+xYiourqavL19SUA1KZNG/r444/pzz//FFUnR48eFfq4yMhImjFjBl28eFGUb0+aNIkAkFwupz59+tDixYspJyfHZnmj0UhBQUEEgLRaLQ0ZMoTWrVtHBQUFNus4f/68kA9fX196++236X/+539EtbHPP/9c0BESEkJTpkyhEydO2FyeJpOJ2rdvTwBIJpNRfHw8zZ8/n65fv26zDefOnRNscHZ2piFDhtCaNWtE9ZlTpkwRdAQGBtK7775Le/futbksDAYDtWrVysovkpKSKC0tzeaySE1NFeRVKhUNGDCAli5dKsovPvzwQ0FHkyZN6PXXX6fNmzdTcXGxTfJ6vZ5atGgh6AgODqaPPvqIDh06ZHNbPX36tCAvk8moZ8+eNHfuXLp8+bLNbeSrr74SdLi4uNBLL71Eq1evpnv37tkkT0TUu3dvqzodO3Ys7d69myoqKmySr6ysJG9vb0FHeHg4TZkyhY4ePWpzLM3LyyMHBwcCQBKJhGJjY+mrr76is2fP2lwW2dnZJJPJhPLs0aMHzZkzR1R55ufnk0qlIgAklUqpW7du9M0334jqt2pqaigwMLCOj586dUpU//naa68JOlq2bEnvv/8+/fbbb1RTU2OzjgMHDjS6zRuNRmrXrh0BII7jKDo6mr788ks6c+aMqL587dq1gi2enp70+uuv05YtW6ikpESULW3bthX8pEuXLjRz5ky6cOGCKFvWrVtn1f5HjhxJv/76q6h4X1NTQwEBAVbtd968eZSRkWGzDqL/jXF8rP3www8pJSVFVMzfuXOnoMPLy4tGjRpF27Zto/Lycpt1HDlyRNDh4eEh1E9paanNOizLtVmzZjR+/Hjav3+/6HsgAKfIxmdDjp7iKQ6dOnWiU6dO/d1mNMiLL76IGzduAPjfqSL1Hfnz8vJyZGdn19EjlUrh4uICNzc3uLq6Qi6XQyKRgOO4OsfTp0+joKDASl4ikcDNzQ3e3t7C2z6FQiEkuVwunN+/fx+rVq2yklepVPDy8oKfnx+aNGkCBwcHqFSqBo8LFixARkaGIN+kSROoVCoEBATA09MTarX6sSkjIwNffvmlIM+//fb394e3tzc0Gg3UavVjj9OmTcPly5cBADKZDMHBwaiuroa/vz+cnJzqyNQ+z8vLwz//+U8rGxwdHeHq6tqgDbW/+/bbb3Ho0CEAAMdxCA8PR3l5OZo2bQpXV1c4OjpCo9HUe3R0dERxcTFGjBgh2BAYGAh3d3fI5XJ4eXlBq9VaJUdHxzqfp06dKtjg7OyMZ555BteuXYO/vz+cnZ3h5OT02JSamopx48YBABQKBQYOHAiNRoO8vDy4urrC2dm53uTk5ARnZ2coFArExsaivLwcANC1a1e8/PLLWLduHdzc3ITfPS59/PHHwmiKv78/hg8fDq1Wi+TkZMFOrVZrdbQ8P3nyJCZPniy0hfj4eLzyyivYsGEDiOix9cDX5ZtvvomSkhIAgFqtxrPPPos2bdogOTkZKpWqwcS3iT///BNbtmwR6tLZ2RnPPfccbt++Db1eD6VSCaVSCYVC0eDxhx9+QHFxsaDD1dUVXbt2xbVr16DT6aBUKiGXy4Ukk8msPt+/fx+7du2yatvu7u7w9vaGwWCATqeDXC6HVCqFTCazOvLn6enpyMzMtNLh6ekJAEL/JJVKIZFI6hz583379kGv11vpcHNzg1wuh5ubG7RarSDD922W56WlpUhNTUVt1Go1XF1dhbbFcZyQeHk+ZWVl4datW1byHMfB0dERLi4ucHV1FUZ4+DfEvCx/furUKdTU1FjpkEql0Gq1Qtt43MhfZWUlLl26VOd7mUwGFxcXoR1JJBKrqYaW53fu3MH9+/fr6FAqlUL74UdDascc/vP/Y++846Mqs///udMy6b0XSAhpJBDSSAFpIqGEYAGlCqiIsICsInbBioJgoSiCNEFgBQQpAkpzaVIDBEIoISEklPQyKZOZ8/sje+/OzUxg7gz7k93v8369zmvuTOacOU+99ynnSU5ODpqamoxs2NvbCz7Y2NhAr9ebfEjQaDQoKCgw0pfJZEIbdHBwgEKhEGy0fL1z5w6qqqpM5gXflg3TodfrRUJEyM/PN7klU61WC/2hra2tkS4vGo0GJSUlRvp8XvA2lEoldDqdkb5Op0N5eTk0Gk2reeHg4AA7OzvIZDKRDcPrW7dumUyHUqkU7l22trZCPrS009DQYPQMwGNrayvkpUqlMvKfv66urkZ1dbWRPt9G+L5RLpebzAe9Xo+ysjLU19cb2ZDL5cK9ys7ODhzHtVomd+7cgVarNZkXhmVqygafP8XFxSbrt0qlEpUJX59b6hMRiouLjfoswzLhbQAwWb+JCHfv3hXug4YoFArhnm1vbw+O44x0eamurjbZ3vn6xadHLpff88G+ZR/OY2dnJ9jhV/tN6Tc2NuLGjRvQ6XStlg1fV/n0tOx/SkpKUF1dbdSH8jg4OAhtX6VSGdnQ6XTIz88HAGi12lZ94Z8HTPlSXl6OsrIywaYpX/g6z6eJ79N5G9evXxfVr8bGRuj1eiM7NjY2gi98vefL9Pbt2yKber3eZH3j7y/Ozs7CfRIACgoKjNoaEZlsfxzHCWnhn9Hq6upQUFBgst+pq6tr1YazszNcXFygUqmMvsOj0+lw5swZo88dHBzQt29fDBw4EP379xeeI1qD47iTRJRwzy/x32UDV8uJiIgQDeAYDAaDwWAwGAwG4/863t7eGDRoEN588020bdu21e9JGbgqHpRz/xeZM2cOqqurRbP0rb1yHIf9+/dj4cKFgr5CoUBERARiY2MRGxsLd3d30Sycqdnrzz77TLSSIJfLERYWhujoaISHh8PZ2RmNjY0mRavV4saNG9izZ49RWpycnBAWFobg4GAhFqqurg719fWoq6sTXZ8+fVpYnTJErVYjODgYQUFB8PHxgY2NDerq6qDRaERSUlIirFS3xN7eHm3btoWfnx8CAwOh0+mg0WhQW1srer127ZrJmSKgeYUoKCgIbdq0gbu7u/C7vK5Go0F5ebnJ1W+geeasTZs28PPzQ3BwMIjI6Pdra2tRUFBgctYaaF4tCwwMhL+/P7y9vVFbW4uamhrRa1VVFYqLi03qA80N3tfXF+3bt4der0dNTY0wU85LRUWFyZlIoHmW1sfHB2FhYfDw8EBlZSWqqqpE0pr/PCqVCu3bt0dYWBg0Gg2qqqpQWVkpiKkZ5pb4+fkhPj4eCoVCpMuLqZlHQ5ycnJCcnAxfX19UV1eLfK+qqkJFRQVqa2tb1Xd1dUV4eDji4uKg1WpNlsXFixdbzceAgACEhIQgMjISrq6uojbBS25uLnJzc410FQoF2rVrh7CwMISEhMDb2xtarRaNjY1oaGgQvf74449GM6gqlQqhoaGIiopCWFgYvL29odPpoNVqodVq0dTUJFzn5ubi559/FunLZDKEh4cjPDwcUVFRCAoKElZNdDodmpqaRNfr1683WiUMCAhAWFgYYmJiEB4eDpVKJay6tFwNamxsxDvvvCOaoVapVIiNjUX79u3RsWNHeHl5mVz54K/PnDmDpUuXinwIDAxEWFgYOnXqhIiICNEMvSlZvnw5jh49KujL5XLExcUhNDQUsbGx8PX1Ff5mapdMU1MTpkyZIupjvLy8EB0djZiYGERHR983Ju/06dP4/PPPRZ916tQJ7du3R1xcHIKCgoSYopb3DP76q6++wqFDh4TPnJycEBcXh6ioKMTGxoriyw1XnHlpbGzEs88+K2pjERERCAsLQ3x8PEJDQ0Wr3y1FJpPh4MGDonSo1WokJCQgIiICCQkJcHV1NblDyPD6vffew/HjxwUbQUFBiIyMREJCAqKioqBSqYx0DW3U1NTgmWeeEdqoXC5H586dERERgaSkJPj6+hrptZQdO3Zg/vz5gg/u7u6IiYlBXFwcYmNjhZVSwx0ELd9Pnz4dJ0+eFGyEh4cjMjISXbp0Qbt27YTdC6Z05XI5ampq8MQTTwjtQ6lUomPHjujUqROSkpLg4eFxz90MMpkM+/fvx6xZswQfXF1dERMTg8TExFbT0fJ63rx52Lp1q2DD398fsbGxSExMRGRkpLDry5Q+Ly+99BJycnIEG23btkViYiKSkpLQtm1bkzqGQkQYOnQoysvLBRvt27cXbAQEBNyzTshkMjQ1NWHo0KGi+1BYWBgSEhIEG/eql3zbGTFihGgVOyQkBPHx8UhKSkKbNm0gl8uNdncYthmZTIYZM2YgKytLsOHt7Y2EhAQkJCQgMjISCoWi1R0i/GcbNmzAihUrBBt2dnbo3LmzULYtd5qYkrt372Ls2LGifiQ8PFzwxd/fX/R9U31HXV0d3nrrLdHKrYuLC+Lj45GYmIjo6GjY2NgY6Rnaunz5MrKysrB69WqRL3y/kZCQIIp7bWlDr9cLfd+WLVtw9epVwY6zszPi4+ORkJCAmJgYqNVqk3YKCwuFZ82SkhIjX/h+MDExUZQv/N+B5phwflcAx3H4xz/+IXoGb+kLv5LN65eUlCAnJ0dk98KFC9i1a5dgQy6Xo0OHDoiPj0d8fLxwxgSvk5WVJXpW4zgOVVVVRrsn27ZtK9gIDg4W9GtqakR1k/+8rq4OS5cuFa3E+vn5IS4uDvHx8Wjfvv19414LCwvx2muviT7r1KkTMjIykJGRgYSEBIvPcWkVc/cU/xXyvxTjqtfrKSkpidzc3GjkyJG0YcMGSfv8iYhOnDgh2s++adMmSXvRiYheeOEFAkA2NjbUp08fmjNnDmVlZZkdK1BYWCjEg6hUKurVqxd99NFHdOzYMbPj6aZOnSqKwcjMzKQvv/zS7JiFW7dukYODg2AjLCyMXnzxRVq/fr3ZcT4ffPCBKGaqT58+9Mknn9DRo0fNSkdtbS0FBAQINgICAmj06NG0fPlyun79ulk+fPfdd4I+x3EUGxtLL7/8Mm3ZssWseFONRkOBgYGCDRsbG+rRowe99957tHfvXtJoNPe18fbbbwv6+FccylNPPUVffvklnT59+r7xSidPniSO4wR9uVxOiYmJ9Pe//502b95Md+7cuad+Q0MDhYaGinwIDw+n559/nlauXEnXrl27b52YPHmySD8iIoLGjx9Pa9asoYKCgvvmwdGjR43KYdq0abRlyxYqLy+/r75er6fk5GRBPzExkV5//XXas2ePWWVARLRnzx5RPOQrr7xCu3btMjvmjIjoiSeeIADk6+tLY8eOpXXr1lFJSYnZ+rdu3SI7OztSKpXUu3dvmjt3LmVnZ0uKI1q2bJnQHl588UXasmWL5Jjh/v37k0wmo65du9Inn3xCZ8+eleTD7du3yd7entzd3WnUqFG0bt06s8rRkBUrVgixe2+//bbkWF8+HXZ2dpSZmUlLly6VHAfPxwCGhITQ1KlT6bfffpMU60ZEtHDhQiE+9osvvqCrV69K0tfr9ZSSkkKenp40btw4+vnnnyXVSSKiy5cvk1wup4SEBPrggw8k3W94PvroI7K3t6cnn3ySVq1aJaleEzXHC8fExFC7du3o73//Ox04cEBS/DcR0fnz50mhUFD37t1p/vz5kvOSqDkdzs7ONHz4cFq/fr3kZwC9Xk+pqakUEhJicTpKSkrI0dGRkpKS6KOPPpLcxomaY/IVCgX16dOHFixYYFY/25K1a9eSWq2mjIwMWrp0Kd26dUuyjaVLl5KtrS1lZmbS999/LynOl+cf//gHqVQqSk9Pp8WLF1NhYaFkG+fOnSO5XE4pKSk0e/ZsSTG2PHz8ZHBwML388suSYx55pk+fLrSVlStXWnQGSF5eHimVSurUqRO98847kuLRDRk3bpzF5wwY+qJQKCgmJobeeustOnbsmEW+PPfcc+Tg4GBVvmRnZ5NMJqNOnTrR22+/TX/++adkX/R6PSUmJpKHhwc9++yzkmNKeV599VWysbGh/v370+LFi+nGjRuSbXzyySfC/WH+/Pl05coVyTYmTZoktJ+FCxdKOnfAEEiIcf3LB6f3kv+lgWt5ebmkg5hMsXfvXsnB/oZUVFTQa6+9Rr/++qvkhw+eBQsW0IwZMyQ9lBtSVFREGRkZ9Omnn9Lx48clH4pERDR79mwaO3YsrV692qKbTHl5OQ0cOJBmzpxJBw8elBxETtT8gD5s2DBasmQJXb58WfJNqra2lvr27UtTpkyhzZs3W9Shz58/n3r37k3vv/8+HThwQPLhTPn5+RQREUGjRo2i7777jnJyciSlQ6/X04ABA6hXr1707rvv0p49eyQPUr744gtKSEigadOm0aZNmyQ/eFy6dIkSEhJoypQp9NNPP0nW1+v1NHHiRJo6darF5XD8+HGaNGkSbdq0yaIDroia82HVqlUWHfJF1Pww+tlnn1k0KOA5ePAg/fzzzxbdRHnWrVsneaBpSGVlJa1du9aicuA5c+YMHTp0yKK+hWfXrl0WPYzz1NbW0vbt2y3qI3kuXLhg0aDCkAMHDkgetBtSVVVFhw8ftiovL168aFE/bcixY8csOnyOp6KiQvIhYS3Jzc2VPGBuycmTJyVPPhii0WgkH0rTkhs3blh0iJ0hFy9etKpeETW3UykHyZji1KlTFj/L8Jw+fdqqPo+oua1aMvA25NatW1bXUaLmftyatkLUXL7mTsC3hk6no3379llV34ma8zYvL89qX37//XeLnvUMOXv2rNX5UlFRIekQM1Po9Xras2eP1e3nt99+s6od63Q62rFjh+TnPlNIGbiyGFcG478UvV5v1RYMrVZr8b9v4X9fp9NZZcNaH4jI4uPXGQwGg8FgMBh/LSzGlcH4P4C1cQPWDBj53/+rfWCDVgaDwWAwGIz/GzzgiFkGg8FgMBgMBoPBYDAeLGzgymAwGAwGg8FgMBiMhxo2cGUwGAwGg8FgMBgMxkMNG7gyGAwGg8FgMBgMBuOhhg1cGQwGg8FgMBgMBoPxUMMGrgwGg8FgMBgMBoPBeKhhA1cGg8FgMBiIkl+FAAAgAElEQVQMBoPBYDzUPLCBK8dx1zmOO8dx3BmO406Y+DvHcdxXHMdd4TjuLMdxcQ/qtx9mGhsbkZ2dDSKy2EZ5eblV+gCs1mcwGKaxtm3p9XrodDqrbGg0Gqv9KCsrs0qfiHD79m2rbJSXl6O6utoqGwUFBdBqtRbrExFycnKsys/S0lLcvHnTYn0AyMnJsSoviAjHjh1DU1OTxTaKioqszouTJ0/i7t27Fuvr9Xr89ttvqKurs9hGQUEBTp06ZVU6jh49ihs3blisT0TYtWsXampqLLZx584dHDp0yKr+4sKFC7h06ZJVefHnn39a3dYPHz6Mqqoqq2wcOXIEtbW1Vtk4ceKE1Tays7NRXl5ulY2ioiLk5+dbZYOIcPLkSej1eqvsXL582er0aLVaZGVlWX1funz5MiorK6325cyZM1b7kpOTY3WdLS0txeXLl62yodfrcfz4caufG06ePGnV/UGn0z2QfJWKfObMmQ/E0KxZs14GkEZE82bOnLnExN/7A+gHIBnAaQALZs6cufReNpcsWTJz/PjxD8S/vwq5XI4RI0Zg5syZuHbtGhQKBQIDAyGXy822kZWVhdTUVOTl5UGtViMwMBAymbQ5hxdeeAFHjhyBh4cHvL29wXGcJP0zZ87ggw8+gKurKwICAiTrA8Ds2bNx9epVhISEwMbGRrL+nTt3MH36dDg5OSEwMNAiH9atW4ctW7YgMDAQrq6ukvWJCK+88gqqq6sREhIChUIh2cbp06fx/fffIygoCC4uLpL1AWDx4sWor69HUFCQRflw5coVbN++HaGhoVCpVBb5sGbNGtja2sLd3d0i/dzcXOzcuROhoaFQKpUW2Vi8eDEqKirQtm1byW0CAIqLizF9+nQ4OjpanJfffvstli1bBgcHB4vaJgAMGjQIhw4dgp2dHYKCgiTbKC4uRkJCAq5duwY7OzsEBARItrF27VqMGDECRUVFcHJygp+fn6T84DgOzz77LL744guUlpbC09MTHh4eknzQarUIDw/H77//jtraWvj5+cHR0VGSjcOHDyM5ORnnzp2DTqdDYGCgpP6G4zi89dZbmDx5Mq5duwalUomAgABJfbZMJkPHjh2xdu1aFBcXw8nJCT4+PpLy89y5c+jYsSP++c9/orKyEl5eXpL6C47j8OGHH2LMmDE4e/YsGhsbERAQAFtbW7NtKBQKxMXFYfHixbh27RrkcjkCAgIk9Xvnz59HbGwsdu7cieLiYjg6Okq6B3Ech48//hijRo3C0aNHUVlZCW9vbzg7O5vtg1KpRJcuXTBv3jxcuHABTU1NCAgIkFQvcnNz0blzZ2zevBkFBQWwsbGBv7+/2e2M4zgsWLAAQ4YMwcGDB1FaWgo3Nze4u7ubnRdqtRr9+/fHe++9h6ysLNTX18PPzw92dnZmp6Ourg5RUVFYuXIlrl69CplMJrlMz549i86dO2PHjh24efMm7O3t4evrK6l+//LLL+jZsycOHDhgUV4Azffz9PR0HDp0CBUVFZLbCABs27YNPXv2xKFDhyxqZ0DzgCY6Ohp79+5FSUmJRWkhInTo0AE//PADbty4ATs7O/j5+UnqxzmOw9tvv40XX3wRFy5cgF6vl1zPgeaJnrCwMOzbtw9lZWVwd3eXfJ+Xy+V4/vnn8cYbb+Dy5cvgOA6BgYGSn5muX7+O8PBw7N+/H2VlZfD09ISbm5tkX1544QW89tpryM3NFXyR+tyRnZ2NmJgYHDx4EOXl5fDy8pL8HKlSqZCSkoKFCxciPz8fKpUK/v7+ku4vHMfhzTffxIQJE5CdnQ2dTmdROc+dOxcjR47EuXPnoNVqERAQALVabba+TCbDpEmT8Morr1iVrwAwa9asYlNjR1NwD2qkzHHcdQAJRFTSyt+/BbCfiH781/tLAHoQUXFrNhMSEujECaPF24eG06dPo76+/r7fO3LkCF555RXhvaOjI/r27YtevXohJCQEHh4eUCgUkMvlUCgUghi+f/zxx3Ho0CEAgJubGwYOHIjHH38cISEhICLY2tqKRK1WixrCjh07MGDAAABAWFgYhg4diqeffhrt27dHdnY2HBwcBLG3tzdqRESE2NhYnD17Fm3btsWwYcMwfPhwREdH48aNG6isrISjo6Mgpiru9u3bMXDgQKjVagwaNAgjR45E3759oVKpcOrUKdjb2wv69vb2JjvszMxMbN26FUFBQRg+fDhGjBiB6Oho3L59G7dv34aDgwMcHR3h4OAAtVptdOO4ffs2goKC0NjYiNTUVAwfPhxDhw6Fp6cnzp07B4VCIfjg4OBgsjOZN28eXnnlFTg5OeHJJ5/EiBEj0KNHD1RXVyM/Px/Ozs5wcnJqNR90Oh3atWuH/Px8dOvWDaNGjcKQIUPg4uKCy5cvg4jg4uICFxeXVgeVK1euxJgxYxAcHIzRo0dj9OjRCAkJQX19PXJzc+Hq6go3NzfY2dmZvHnqdDqEhISgvLwcQ4cOxZgxY5CWlgaO41BQUICGhga4ubnBxcWl1Q518eLFmDhxIrp27Ypx48ZhyJAhcHBwABEhKysLbm5ucHNzg729vUkfmpqaEBwcjKqqKjz99NMYM2YMUlJSwHEciouLUVZWJuRDa+n4xz/+gaFDh8Lf3x8jR47E6NGjERUVBaB5wsfGxkZUnqbq1IABA7Bjxw4EBgYKdSomJgYlJSW4ceMGbG1tYWdnBzs7O6F9GdopKSlBUFAQ6urq4OvriyFDhuCZZ55BcnIysrOzodVqYWNjY1JUKhU4jsOGDRvw9NNPAwC8vLzw+OOPY8iQIejcuTOuXLkCpVLZqigUCiiVSkyYMAGrV68WbAwePBhPPPEE/P39UVdXJ+pP+GvDz/R6PeLi4oSVFH9/fwwePBgDBgyAo6MjbGxsIJPJIJfLIZfLTV5nZWVh8ODBQt6Eh4dj8ODB6NKlC3x8fKBQKCCTye4p8+bNwzfffCPYSEpKQmZmJtq0aYOQkBDI5XJwHAeZTAaO40TX/OvgwYNx5coVAM2Dlh49eqBHjx6IjIwUPWDz+i0lPz8fjz/+uOCDk5MT0tPTERMTg8TERDg5OQn6hhi+X7FihSgd/v7+ePTRRxEdHY34+HjY2NgYzVQbvicijB07FlevXhU+i46ORpcuXZCQkIDIyEjI5XIQkSC8Hi8FBQUYO3asoC+Xy5GcnIxOnTohJSUFQUFBou8TEfR6vej96tWrsWbNGsGGvb09UlJSEBcXh+TkZLi5uQk6er3e6Fqv12PixIkoLCwUbPj4+CA+Ph7JycmIj4+HWq0Wfb+l5OXlYdq0aaK8CgsLQ0JCApKTkxEVFQWO46DT6UR6hu/Xrl2LjRs3CvoKhQIdO3ZEcnIyunTpAn9/fxCRSKfl9bRp00Qr6U5OTkhISECXLl2EetGarl6vR1FREaZMmSJKR0BAAJKSktClSxd07NhRaIstbfDvd+7cie+//15ko0OHDkI62rVrd8+81Ov1mDt3Lo4cOSLoq9VqxMXFISUlBV26dIGHh4dJPb5cdTodJk6ciFu3bgk2XF1dkZycLJSpnZ2dqD61fK2vr8eoUaNEK+l+fn5ITU1FSkoKYmJioFQq71k/a2trMWzYMNEOi7Zt2yI1NRXJycmIjo6GTCYzsmHYVhobG/H000+LVl2Dg4ORmpqK1NRUREVFCTYM21fL6wkTJgh9DtDc3tPS0pCSkoJOnTqJBmyG+oav3377LdatWyd8z9nZGSkpKUhLS0NSUpJogqJlX8Fz9epVjBs3TnjPTz6lpqYiLS0Nvr6+orpjagzQ0NCAl156SbQyGBgYiLS0NKSmpgr19F42ioqKcPjwYXz55ZfCZzY2NkhISEDXrl2RkpJiNLFpaEev1yM7OxtA8zOXYd4GBgaia9euSEtLQ4cOHYwGw7ydu3fvCnU0NzdX5ItKpUJCQoKQJt6Xlmm5ePGisCpJRJg9e7aoL2vTpo1QztHR0cLzEm+noqIChYWForLev3+/qC9ycHBAcnIyUlJSkJycLEzW8jpXr15FXV2dyEZhYSE+/fRTwYZcLkfnzp1NlrNGoxHdR3hKS0vx7rvvimx06tRJsBEYGGik05KzZ89i4sSJwntbW1v06dMHAwcOxMCBA43qW2twHHeSiBLM+u4DHLjmASgHQAC+JaIlLf6+DcBsIvrnv97/DmAGEbU6Mn3YB64RERG4dOnSX+qDTCZrdVuIUqkUDWRNbUMJDQ0VdQg8tra2wsM+L4WFhSgoKBB9r2PHjnBwcMDhw4dFn6vVajg6OgoDON7Wzp07Rd9zc3PDkCFD8O2334o+5zhONJDlpaSkBOfPnxd9t1OnTggMDMS2bdtEn8vlctFAln89ffo0KioqRN/r27cvjh07htLSUpENOzs7Ix8A4ODBg6Lv+fn5ISEhAVu3bjXKRycnJ2Ewy8v58+dF+a5SqZCRkYFLly6J0mdraysM3gxFrVZj+fLlot/q2rUrevfujVmzZons8oNYXvj3//znP2HYvkJDQ4XVmQ0bNgjl4OLiIsy48jPJbm5uUKlUmDt3rqBvb28vTIikp6cLnyuVStHvG8rBgwdx8uRJ4bvh4eEYM2YMSktLRbYVCoXJfLC3t8fKlStF+ZCQkIDRo0fjnXfeMdpixNcpvj44Ojri7t27uHjxouh7MTExCA8Px08//QRTqNVq0YC2sLDQaCsjP5i93zZJlUoFlUplcguhk5OT1VuTFAqFVduBGAwGg8FgMKSSkJCAgQMHYty4cfccCP9VA1c/IiriOM4LwB4Ak4nooMHftwP4pMXA9TUiOtnCzngA4wEgKCgo3to9//9JUlJSTA76WqLT6UzGC3AcJ1qx0Ol0aGpqkhyfwHEci2FlPFQ8iDrJ6rUYw5UDS+D7GaB5tVuqHZlMJqyYtlyZMhelUin0eS1X5cyxJZfLRTZaW825V4yrUqmESqWCQqEQ6pip1ZjW4t5kMpkw2cCvCPEYXjc2NrZqQ6lUCivu/Ay9qR0FlZWVaGhoMOmDjY0N1Gq1sGrPC2+LvzZcHWjpg1qthlqthlKpNLnyLJPJUFtbizt37rTqAz8xarhq3nIV/ObNmybzgp9ctbOzg0qlMmmDr7MtJ5f4dNrY2AgTSIb3U1749xUVFSZjVOVyueADv1OppS4v169fNzmRpFKpBB8M09HSFsdxyMrKMpkOtVotSoep35fL5aipqcG1a9dMpoO3we8KaU1u375tckJNoVAIeWFjYyMqg5Zlkp+fb7JMVSqVMLHH101TdYLjOFy7ds1kWzW0wbfTlrsseLl+/brJWD++fvM2+HxuKUDz6qApP/h2qlarRX7wtgxtlpSUmIzDlsvlRjtsDMvd8Fqj0Ygm1Q3/plKpBDstdw4Z2rnXWQMKhULoMwxXKVv2PU1NTUaT+Dx8/2cqPYbU1NSIVglbwuetjY2NaFcXb4+IhDramo3WfOFfNRqNaEL4fr603KkINK9KGt6XWrtHmeqTAaC+vt6oz7jXfZy3wZczx3EoKyszWT/vtWhlmB6tVovy8nKTZdWaDYVCIeTrvbZ36/V6k3WF4zikpKRg4MCByMjIQIcOHe65dV7KwFV6gF4rEFHRv17vcBy3GUASAMNlqUIAhsPtAABFJuwsAbAEaF5xfVD+/Scw3GpzL5YvXy5s3XB0dER6ejoyMjLQr18/kzFg/FYcfiCr1WrRq1cvnDlzBkBzpezWrRv69euHfv36CVsjGxoaUFdXZ1KOHj2KGTNmiH7Hx8cHvXv3xqOPPooePXrA09MT1dXVqKmpMSmzZ882WmF2dHREt27d0KNHD6SmpiIkJAR1dXWorq5GVVUVqqurBcnJycHnn39ulF5vb290794dXbt2FbZs1dbWinR5WblypVG+y2QydO7cGd27d0daWho6d+4MhUIhpMXwtaKiAq+++qrRw6C7uzu6d++ORx55BF26dEFQUBBqa2sFPUP5448/hC2ZhoSGhop84FfLqqqqUFlZKVxXVVVh4cKFJh+iIiMjkZaWhsTERHTo0AH29vaoqKgwkpycHKxfv95IH2heteS3WsXGxkIul6OsrAxlZWUoLy8Xrrdu3YriYtM79SMjI4WtfJ07d0Z5eTlKS0tRVlYmvObm5uK3334zqa9SqRAbG4u4uDgMGTJE5IOhbNmyRbTdzJCwsDAkJSXhkUceQXJyMiorK43yITc3F6tWrTKpHx0djbS0NCQkJCApKQm2trZGZVlTU4Nly5bh2LFjIl2FQoGEhAR0794d3bp1Q2JiIpRKJerq6qDRaASpq6tDWVkZRowYIapTKpUKqamp6N27N3r16oXExETIZDI0NjaioaHBSLZv347XX39d0Oe3dPbp0wd9+vRBUlKScPPQ6XTQarVG8tJLL4l2HYSHh6Nv375IT09H9+7djeLg+H6mqakJOp0OlZWViImJESbZHBwc8OijjyI9PR3p6elo06aNyXw23D64e/duZGRkCH+LjIxE//790b9/f3Tt2tWseOpJkyZh0aJFAJpXtnv27CnYCAkJua9+Y2Mj2rdvL+wOCQoKwoABAzBgwAD07NnTrHjAQ4cOoWvXrgCayyItLU3Y+hQREWFW7NrUqVPx1VdfAQA8PDwwYMAAZGRkoE+fPsJW43vR0NCAdu3aCVtTExMTkZGRgYyMDHTq1MksH/bs2YPHHnsMQPPqfb9+/YR7j7lxYmPHjsWKFSsANG9JHTRoEAYNGoSkpCSz4u+qq6vRtm1b1NbWQq1W49FHH0VmZiYGDhwIHx8fs3zYtGkTnnzySQDN2wQzMzORmZmJRx55xOwY/WeeeQbr168Hx3FITU0VbISFhZmlX1VVhbZt2wJovu/169cPmZmZ6N+/v9kxkYYhO23btkVmZiYGDx6Mrl27mh37Z1ivEhMThXTc78GQh4gQHx+Pu3fvCtvoMzMzMWjQILO2BgIQzhUAmnex9O3bF4MGDcKAAQPMjmu/evUqwsPDAfy7bg4aNAj9+vUzO27w4sWL6NChA4B/lwlvw9z6fePGDbRr1w5Ac3/Tp08fZGRkSNrmaNhWZTIZUlJSMGjQIGRkZJjdXwDAiBEjsHbtWgBAu3btBBtdu3Y1O25w586d6N+/P4DmPvyxxx7DoEGD0L9/f3h6epplQ6fTITo6Gjk5OQCA2NhYoe+Jj483O+529erVGD16NIDmbc+Gz77mlo9Op0NUVBRyc3Ot8uWHH37AqFGjBF/4vjA9Pd1sXxoaGhAaGipMBiYlJQm+dOzY0exynj59urCjzN/fX7DRs2dPs88g2Lp1KzIzMwH8e1zB131z45EPHz6MtLQ0AP/e4puRkYEBAwaYXfd/+uknDBkyBEBzfevbty8yMjIk1TfJmJptlioA7AE4GlwfBpDe4jsDAOwEwKH5gKY/72c3Pj6e/ttpbGykPn360NSpU2nPnj3U0NAg2ca2bduoTZs2NGHCBNqyZQtVV1dLtvHYY4+Rs7MzZWZm0ldffUXZ2dmk1+vN1j916hRxHEdOTk40YMAAmjNnDh0/fpy0Wq3ZNkaPHk0AKCAggEaMGEFLliyhnJwcs/24desWOTo6kkKhoOTkZJoxYwbt2LGDKisrzfZh8eLFBIA8PT3pqaeeoq+//prOnTtHOp3OLH2dTkddunQhABQREUEvvvgirV27lgoLC8324eTJk8RxHMlkMoqLi6OXX36ZNm3aRHfu3DHbxqhRowgAKZVKSklJoenTp9OWLVvo7t27ZulfvnyZVCoVASB7e3vq1asXvf3227Rjxw4qKyszy8aYMWMIzaEBFBgYSEOHDqX58+fT0aNHqb6+/r76OTk5pFQqRT689dZbtH37diotLTXLh+eee44AkI2NDXXr1o3eeOMN2rZtm9lpuHnzJtnZ2ZFSqaSuXbvSW2+9Rbt375bUxubMmUMymYy6dOlCb7zxBu3Zs4c0Go3Z+jqdjmJjYyksLIwmTZpEP//8M1VUVJitT0SUnZ1NLi4uNHjwYPrmm28oLy9Pkj4R0ezZsyk6OpqmT59Oe/fuldxX6fV66t27Nw0cOJAWLVpkkQ/5+fnUvn17eumll2jbtm1UW1sr2caSJUuoa9eu9Mknn9DZs2cl9XM8Q4cOpREjRtDatWvNrouG3Lx5k5KSkujNN9+kI0eOUFNTk2Qby5cvp0GDBtF3331HRUVFkvX1ej2NHDmSpkyZYvG9Jz8/n/r06UPz58+nK1euSNYnIlq2bBmNGTOGNm/eTDU1NZL19Xo9jRs3jt577z06deqUReV5/fp1Gjx4MC1dupRu3bolWZ+IaOXKlTRhwgTauXOnWf2bKSZNmkSzZs2iM2fOWJSO0tJSGjx4MC1atEjSPceQgwcP0jPPPEM//vij5H6G57vvvqMXXniBtm3bRnV1dRbZmDVrFk2aNIl2795tUd0kInr99ddp0qRJtGvXLovL5P3336fnnnuOtmzZYlF/Q0S0atUqevLJJ2nlypVm34NbkpubS4888gh9+umndOHCBYvqh16vp6FDh9KkSZPo119/tThPNm7cSOnp6bRw4ULKz8+3yIZWq6V+/frRyy+/TL///js1NjZaZOenn36ifv360aJFi6igoMBiXwYMGEDTpk2jvXv3WuzLypUrKTMzk5YuXUrFxcUW2bhz5w51796dZs2aZXF/ptfr6amnnrKqbyciGjduHL344ou0bds2Sc8sPDqdjjIyMmjy5MlWtUEiIgAnyMwx5wPZKsxxXAiAzf96qwCwlog+4jhuwr8Gx99wzVMRCwCkA9AAGEv3iG8FHv4YV3PQ6/Wi7SWWUFFRAWdnZ4tt1NXV4dy5c4iLi7PoFFygOabT3t5eWMGTikajwU8//YRu3bqhbdu2FqXl+PHjqKysREpKCuzt7SXrA8DGjRsRGRmJyMhIi3y4efMmDh8+jEceeQTe3t4W+bB161ZhRc6clZeWlJWVYcmSJcJqopRTQnlWrVqF6upqpKamIiYmRnK9uHXrFubOnSscKODv7y/ZhxUrVkCj0Qirw1J9qKqqwpIlS5CamiocdiOVP//8E7W1tUhOTrYoHwHgjz/+QMeOHSWdcmpITU0NSktLW13RNIe7d+/CxcXF4tOZgeZ+xtJTroF/rwRLOZWwJfX19cIWRUtpbGy0+KRsAMI2aEv7SqA5LyzpJ1v6YU0+8Pd2a21Yo89g/Cd5EPXzf80GYF2bZ7785335X0nPg/LjXzb+/8e4/if4Xxi4MhgMBoPBYDAYDAbDGCkDV+n/cJDBYDAYDAaDwWAwGIz/j7CBK4PBYDAYDAaDwWAwHmrYwJXBYDAYDAaDwWAwGA81bODKYDAYDAaDwWAwGIyHGjZwZTAYDAaDwWAwGAzGQw0buDIYDAaDwWAwGAwG46GGDVwZDAaDwWAwGAwGg/FQwwauDAaDwWAwGAwGg8F4qJHPnDnzr/ahVZYsWTJz/Pjxf7UbFrFw4ULk5ubC398fdnZ2kvXLysrwj3/8A23atIFarbbIh6ysLNja2lqsr9PpcOXKFbi7u1ukDwBFRUUAABsbG4ttXLx4ES4uLpDL5RbpExGysrLg7e0NjuMsslFWVobKyko4ODhYpA8AN2/ehL29PWQyy+eLysrKYGtra7F+Y2Mj9Hq9xXkJAHV1dVAqlRbrA0BVVZVVdQJorluOjo4W69fX1+PSpUvw8vKy2Mb169dx5coV+Pr6Wly3Dh48iOLiYvj5+VlsY+XKldDpdBb7UVtbi6+++gru7u7w8PCwyIcTJ07gl19+gb+/v8XlsnLlSly+fBlBQUEW1Q+tVotZs2aB4zgEBARY1NaysrKwbNkyuLi4wMvLy6L8XLZsGY4fPw5fX184OTlJ1tdqtXj11VdRU1ODgIAAi/LixIkTmDdvHlQqFfz9/S1q819++SX2798PZ2dni/KioaEBL774Iu7evQtvb2+L8uLo0aN4//33odPp4O/vb1FefP7559i+fTvUajX8/Pwk1wutVotx48YhPz8fbm5ucHNzk5wXFy9exLRp01BfXw8/Pz+LngvWrFmDFStWQC6Xw9/fHwqFQrKN9957D0eOHIGjo6NF90SdToeJEyfixo0b8Pb2hrOzs2QfamtrMXHiRFRVVVmcF1VVVZgyZQoaGhosbiP19fV4+eWXUVtbi4CAAIuelYgIb7/9Nm7evAk/Pz/Y29tLtgEAq1evxr59++Dp6Qk3NzeLbFy9ehWzZ8+GWq2Gv7+/xc8aH3/8Ma5fv46AgACLygYATp06hcWLF8PBwcGq++OHH36IgoICi5+lAeDkyZNYtGgR7O3tLb7PEhHefPNN3Lp1yypfNm7ciM2bN1t1f7l48SI+/vhjq/r2oqIivP7665DJZAgMDLSoL8nOzsa8efOsrm8AMGvWrOKZM2cuMevLRPTQSnx8PP23sm/fPgJAMpmMHnnkEZo7dy7l5uZKstG9e3dSKpXUv39/+v7776m0tFSS/q+//ko2Njb05JNP0qZNm6i+vl6SPhHRo48+Sl26dKFFixZJ/n0iohs3bpCTkxONHDmSdu/eTU1NTZJtLF++nDw9PWny5Mn0559/kl6vl2xj2LBhFB4eTh988AFdu3ZNsn5dXR35+vpSeno6rVmzhmprayXb+O2338jX15emT59O58+fl6xPRDRx4kRKT0+n9evXU11dnWT9xsZG6ty5M02fPp0uXrxokQ+nTp2i2NhY+vrrr6msrMwiGwsXLqRu3brR999/T9XV1RbZeP755yk1NZW++eYbi/1ITk6mjh070ieffEJ5eXmS9TUaDXl6elJwcDDNmDGDTp48Kbl+XrhwgQBQQEAATZkyhQ4cOCC5nSxbtowAUFBQEE2dOpX2798v2cbw4cMJAEVERNDrr79Ox44dI51OZ7Z+XV0d+fn5EQBKSkqijz/+mLKzsyXlx5EjRwgAqVQqSk9Pp8WLF9PNmzclpeP1118nAOTq6kojRoyg9evXU2VlpY7xeJMAACAASURBVNn6Op2OoqKiCAC1adOGJk+eTHv27KGGhgazbZw7d444jiMAFBcXR++99x6dOHFCUl7MmjWLAJBSqaRHH32UvvzyS7p69aqkdHTs2JEAkLOzMw0dOpRWrVpFd+/eNdvGhQsXhHQEBQXRSy+9RNu2bZPU/3344YcEgABQbGwsvfXWW3T48GGz66der6e4uDhRXsybN48uXbpkdn5euXKF5HK5UC+eeeYZWrVqFd25c8fsdHz11VdCOtq1a0eTJ0+mnTt3kkajMdtG3759heeClJQU+uCDDyT1GRUVFeTq6koAyMHBgQYPHkxLliyhGzdumO3DoUOHhHT4+fnR888/T5s3b6aqqiqzbSxcuFCwER0dTTNmzKCDBw+SVqs128Zrr70m5EVqaip99NFHlJWVJamNTJo0iQCQQqGgXr160bx58yQ/Z73xxhuCjd69e9P8+fPp8uXLkmysWrWKABDHcZSamkoff/wxnT17VlJa8vLySKFQEACKjIyk6dOnS85TIqIePXoQAHJzc6MRI0bQunXrqKKiQpKNTZs2CWXTtWtX+vTTTyX35Yb9qI+PDz3//PO0ZcsWqqmpkeTLhg0bjHy5cOGCxb54eXnR2LFjadOmTZKfPZYuXWp1vpSWlpKjo6PQp06cOJF27Ngh6XlOr9dTWloaASAnJycaMmSI5L6diOiJJ54gAGRnZ0eZmZn03XffUVFRkSQ/EhMTCQC5u7vTqFGjaMOGDZLrGxERgBNk5tiQa/7+w0lCQgKdOHHir3ajVaZNm4aioiJwHGckAPDTTz+hoaFBpBMeHo5BgwZh0KBBcHR0xGeffQYbGxsjUalUyMrKwk8//SToKhQK9OrVC0OGDMHgwYPh4eGBL774AhcuXICjo6ORODg4YOzYsSgtLQUAuLi4YMiQIRgxYgS6desGmUyG0tJSvPrqq3BxcYGLiwucnZ2FaxcXFxw5cgRvvvkmAEClUiEjIwOjR49Gv379hFW3H3/8EQcOHBDpGcqMGTNw8OBBAIC/vz9GjhyJZ599FpGRkULaxo0bB3t7ezg5OcHZ2VkQJycn2NjYICMjA3V1dQCAiIgIjBo1CiNGjECbNm0AALt378aGDRvg5ORkJM7Ozrh06RKmTp0q/F5aWhpGjRqFIUOGCLOb06dPh0ajEflgeP3tt99izZo1AAAHBwc8+eSTGDVqFHr06AG5XI4zZ85gwYIFQrpdXV1F187Ozujfvz8KCgoAAPHx8Xj22WcxbNgwYZVr7ty5yM/Ph7u7uzCzb3hdWFiIXr16AQBcXV0xfPhwjB07FnFxceA4DsXFxXjnnXfg4eEhrJ4Ziru7O+bPn48PP/wQAJCamornnnsOQ4cOFVaTV65ciePHjxvpGkqPHj1w7Ngx2NjY4IknnsBzzz2Hnj17QiaToampCS+88ILgc8s0uLm5QalUIjw8HLW1tbC3t8eQIUMwbtw4dO3aFRzHYevWrdi2bZuoLvD1k5f8/HwMHjzYqG6mp6dDpVJh4sSJ0Ol0cHBwgL29PRwcHATh3+/btw+ffvqpqF4MGzYMQ4YMwaVLl7BkyRJh10Jrr+vWrcOvv/4q2AgNDcXQoUMxdOhQ/PjjjygqKoJKpTIpSqUSKpUKX331lVAvAMDb2xuPP/44EhISsGfPHqhUKigUCiNRKpVQKBTQ6/X49NNPYdife3h4IDMzE0SEmpoaqFQqyOXyViU/Px+bNm0S9Vd+fn547LHHkJeXBx8fHygUCsjlcshkMuHV8PrgwYM4e/asyEb79u3Rrl07NDY2wsvLS6THC8dxwvUPP/yAmpoakY3ExETU1dUhICAArq6uQj/L6xpel5eXY/PmzSJ9pVKJ6OhocBwnzJa31m9zHIezZ88iKytLZMPJyQleXl5wd3eHr68vVCqV0Wy54fsdO3agqqpK9HcPDw84OTnB19dXyAsAonLjr6urq7Fnzx60hF+R8fHxEfouXqflDT43Nxe5ublGNtzd3eHj4yOsgur1ehCRydfDhw+jtrZWpK9QKODh4QFvb294eXnB1tYWer3epNTU1ODPP/808kGlUsHb2xve3t7w8PCAXC4XdHQ6ncjG9evXRe2Dx97eXvDB1dUVAES6/LVOp8OZM2eg0WiMbLi6usLb2xuenp5wcHAAEUGn04l09Xo96urqcOrUKSN9mUwGT09PeHl5wdPTEzY2Nka/zb8WFxcjLy/PyIZarYaXl5dQv2Qymcm80Ol0uHjxIsrKyoxsODs7C3nh7OwslJ8pOXz4MJqamkT6HMeJytTe3l74vqEtIkJ9fT0OHTpk5INSqRTK1MvLC0qlUtDhhX9fUVFhsl7Y2trCx8cHPj4+8PT0hEwma/UBtrS0FMeOHTOy4eDgAB8fH/j6+sLd3V1ol4bthH+tqKgQnk9a2vDz84Ovry/c3NyE1SRTbbWpqQm//PKLkQ07Ozv4+vrCz89PSMu92Lt3r1HZqlQq+Pj4CL7cb7fTlStXjOopx3Hw9PSEn58f/Pz87rtzrLa2Ftu3bzf6nF+xNCc9165dQ25urlEfKJPJ4O3tLaSntZVLvV6Po0ePAgAKCwtb9cXX1xceHh4mfSkqKhL6jcrKSlRXV4v+znEcvLy84Ovra+QLX7anTp2CVqsVfCouLjbpC1/feF94/dLSUly5ckX0/dLSUqOxgVwuh5eXl1D3DXcQXLhwQbgn8nZra2uN8hYA3Nzc4OvrCx8fH2HnU01NDS5cuGD0XY1Gg4qKCqPPXV1dhTzh+9XWuHTpEs6dOyf6TKFQoHv37sjIyEBGRgZCQkLuaQMAOI47SUQJ9/0iwFZcrSEsLEyYdbRErNGXy+XUu3dvioyMtEg/MDCQXnvtNfr5558t0vf09KQpU6bQyZMnafz48RbZSExMpK+//poKCwstzofu3bvT0qVL6b333rNIX6VS0eOPP04bN24kHx8fi2z4+/vTa6+9RnPmzLFIX6lU0uDBg2nz5s3UpUsXi2zExMTQvHnz6Ndff7VI397ensaNG0eHDh2iYcOG3ff7/CqMoQQHB9P7779Pp06dsrg8Q0ND6cMPP6S//e1vFtvw8PCgyZMnk62trcU25HI5RUdHW6xvWL+stcGECRMmTJgwYfLfJh4eHvTpp5/ed8cS2Irr/x8WLVqE0tJSo0wFmmdm5syZI5pVkcvlSEtLw8CBAzFw4EDIZDKsXbsWDQ0NgjQ2NgrXubm5RrP+QPOs/aOPPorHHnsMpaWluHXrFqqrq03K1atXodfrTfofFBSExMREODg4wM7ODhUVFUZSVlZmNDNkiJOTE3r06IGgoCBh9qa8vNzIzr3qWbt27RAbGwtfX19UVVWhsrLSSPhVY1PY2dkhJiYGUVFRsLGxQVVVlZGUlZWZnFniadOmDXx9fdGpUyc0NDQIv2voT3l5uTDzZorAwECEh4ejTZs2qKqqEvLBMD90Ol2r+kDzCldycjJsbGxQVlaG0tJSlJWV3dd/HrlcjoiICMTExKC2thalpaUoKSlBSUkJysvL71kOhj6EhobCx8cHZWVlKCkpQWlpKe7evYv6+vr76gNAcHAwIiMjYWdnZ5SOlqs397IRFxcHmUyGyspKVFRUCGVRUVFxX184jkNERAQSEhKg1+tRW1uLmpoakZSXl6OystKkvlwuh6+vL9q0aYMOHTpAp9Ohrq4O9fX1qK+vF66vXbuG27dvm9QPCgpCQEAAAgIC4OnpiaamJjQ2NkKr1aKxsVGQP/74w2T5hoeHw83NDcHBwfDz8wPQPLuv1WrR1NQkSH19PdavX2+k7+7ujvDwcHh5eSE4OBhqtVpYTWopeXl52L17t1Eedu7cGU5OTggNDYW3tzcA06taer0ee/fuRXZ2tsiGs7MzOnbsCA8PD7Rr1w52dnYmV3J4WbJkiVEdiYiIgLu7O9q3b4/AwEBhRcqw3+XfFxUVYfXq1SJ9GxsbxMXFwd3dHWFhYcKKFACjvpuI8Pvvv+PIkSMiG0FBQQgKCkJwcDCCg4OFlY/W2tS8efNEZSqXyxEfHy+UiYeHh2iFtuV1YWEhFi5cKLLp7e2NiIgIBAQEIDQ0FDY2NiZXjnn55ZdfsH//fpHd+Ph4uLm5ISoqSlj1NVyxbvn6zjvviNLh6uqKTp06wdfXF2FhYbCzszNaQTeUvLw8fPbZZ6J0xMTEwMPDAx06dEBAQICw6t9Sl/9sw4YNotVnW1tbxMfHw9vbG5GRkXB2dm51FwD/+uqrr4pWswICAtC2bVuEh4ejXbt2wo4EXqelfmFhId59912jdPj6+iI6Oho+Pj5GOi1ft2/fjo0bNwr6arUaERERCAkJQYcOHeDk5GQyDYbXn332GXJyckTlERwcjA4dOiAsLAxqtdqkPi86nQ5Tp05FY2OjYMPT0xOhoaHo0KEDQkJCoFQqRbsgWu6KuHXrFmbNmiXKCw8PD0RFRSEqKgpBQUFG9arldU5ODhYtWiSy4eXlhcjISERFRQnt/F71+/z581i2bJnIhqenJyIjIxERESH4wdd9w10V/PW1a9ewePFikQ0XFxdEREQgMjISwcHBQloM25HhdU1NjbCLybBsw8LCEBkZidDQUOFsinvFNH799de4deuW8F4mk6FNmzaIiIhARESEWbGv//znP7Fr1y7RZ25uboiIiBCeT+4XE1lRUYHPP/9c9JlCoUBoaCjCw8MRHh5+33MMcnNzceDAAaOdEp6enggPD0dERIRQxqbQ6XT4448/0NTUhAMHDoj+plQq0b59+/v6kp+fj2vXrgn+tPSF70/5umJqB82hQ4eEtlJfX2+0Oq9WqxEeHo7IyEiEhYXB1tZWZOfOnTuieyLHcfjzzz9FfRHHccIzU2RkJDw9PUV/O3HihGh1leM4XL582Wgl19fXV2g//v7+Qj2vqqqC4ViK96+goMBoJdbT01OUJ3z5tFZv9+zZg3379ok+i4qKElZbk5OTzYrBZSuuDwEbN24k4N9xVmvXrpUUI6rX64VYBZVKRb169aLZs2fTyZMnzY47O3HihGjmIyQkhMaOHUsrVqwwO57vhRdeENkICgqiYcOG0cKFC+nMmTP3jVOqrKwkb29vQV8mk1Hnzp3pb3/7G61bt86s2Bw+XpgXNzc3GjRoEM2ZM4eOHj1KjY2N97XBx7HwEhERQePHj6fVq1fT9evX76uv0+koISFB0Oc4jmJjY2ny5Mm0YcMGs+IC8vLyyMbGRmQjJiaGJkyYQD/88APl5eXdM1ZCq9XS559/bjSj1b59exo9ejQtXryYsrKyWi2TpqYmunv3rlCvDCU4OJiGDRtGX375JR09erTVeOja2lq6cOECOTs7i/Q5jqPo6Gh67rnn6LvvvqNz58616kd9fb3JlWE3NzcaMGAAffjhh7R37977xp8YxlkBIFtbW+rZsye98847tHv3brNitp599llBX6FQUGpqKr355pu0e/dus2JxtFothYeHCzaio6Np6tSp9Msvv5gdV3n16lUhtsnT05OGDx9OK1askBTb+f333wvtKzk5mWbNmkXHjh2TFOc6dOhQoRyGDRtGq1evlhQDWF1dTV5eXgQ07wCYMWMGHThwwKz2yfPbb78RAFKr1dSvXz9asGCB5Jh0Pu4tICCAXnzxRfrll18kxWTW19dTQEAAyWQySktLsyhebf/+/aL+/8cff6Ty8nJJ6XjppZcIAHXq1InefvttyTHHGo2GfHx8yM7OjgYPHkzff/893b59W5IPfDsNCQmhadOm0b59+yTH3I0ZM0aIH/zqq6/M6m8NqampIU9PT/Lw8KCxY8fSli1bJJ8xwKejY8eO9O6771oUiz5hwgRSKpWUnp5O33zzjeTYa61WSyEhIeTm5kbPPvssbdq0SXK838WLF4njOGrXrh298sordPDgQcmx7MuXLyegOfZ61qxZdObMGcl5MW3aNCHOb86cOXTp0iVJ+kRETz31FMnlcurZsyfNnz9fUvw2z8CBA0kul1P37t3p888/lxzfSkQ0cuRIAprj8j/88EPJcbZERLNnzxbuxa+88grt379fcjs5efKkqM9Yt26d5D5Dp9NRhw4dhLNVPvvsM7p48aLk9HzzzTdCHzphwgTavn27pFhuon+fecC3/S+++IKuXLkiyQYR0YIFC4Rnz0mTJtHOnTsln++h0WjI19eXVCoV9e3blxYsWCC5HyL6d7x+WFiYxeV8+fJlksvl5OLiQsOGDbPo3tDY2EghISGkUqmoX79+tGjRIiooKJBkg49P5ePD58+fL7l8GhsbqW3btsLZA1988YVF7ZhI2orrXz44vZf8Nw9cV69eTX/88YfkSs1z4cIF+vvf/047d+606CAgvV5P48ePp/Hjx9OaNWskHd7Ac+bMGercuTNNmjSJ1q5dS/n5+ZJtzJw5k3r16kXvvvsu7dq1S9IhKUTNg62MjAwaPnw4LV68mM6fPy/p4Y2IKD8/n1JSUmjq1Km0ceNGyQ9vREQ//vgjpaWl0RtvvEE7duywKPh89OjR1L17d3rrrbdox44dkjur8vJyCg4Oph49etAbb7xBW7dulTSwICLas2cPOTo6Uq9evejNN9+krVu3Ss6PN954g7y8vCgjI4M++ugj+v333yWVKz8pEx0dTS+88AItX76ccnJyJN1cy8vLKTIykjIzM4UJDCmH5xA1H6DDl+muXbssOiTql19+obFjx9IPP/wg6VADQ7755hv65JNPJE1KGaLX62nmzJm0bt06KikpsciHkpISevfddyUdmtOSP/74g7755hvJN1BDVqxYIXmgaUh9fT3NnTvXoodxnqysLFq9erXkgy4M2bRpEx04cMDi/r+xsZG+++47i/pcngsXLtC2bdskP3Aa8uuvv9L58+ctzkutVksbNmyw+PA0IqLc3Fz6448/LK6XRM0TCZYcysej0+no559/lnz/MuTGjRsWPega8ueff1pVHkREO3futKqN6nQ6Wr9+veR7jyEajYbWrl1rVb2orq6m1atXW9znETX3F8uXL6fi4mKLbej1elqxYgXl5ORYbIOIaMeOHVb1GURE165dox9++MGigzQNWbFiBZ0+fdqqenbu3DmLD+pp6Yslkwktfdm4caOkA8haotfrafny5RZN0hiyf/9+2rdvn6QJ3ZZcuXLFosOlDCkuLrZo0GzIpUuXHkgZE7GtwowHhF6vt+p46wdhg4gsPkb9Qdp4EOloamqy6t/IaDQa4ZAeS7l79y7c3Nys+nc4/LH/luapVquFRqOx6N8o8DQ2NkKhUPzldYvBYDAYDAaDYTlStgpb/gTM+J/H2kHrg7DxIAYWD8LGg0iHtf/71NL/G2aIYeyEpfj7+1ulr1QqrRq0As0nLVoLG7QyGAwGg8Fg/Pdg/ciEwWAwGAwGg8FgMBiM/yBs4MpgMBgMBoPBYDAYjIcaNnBlMBgMBoPBYDAYDMZDDRu4MhgMBoPBYDAYDAbjoYYNXBkMBoPBYDAYDAaD8VDDBq4MBoPBYDAYDAaDwXioYQNXBoPBYDAYDAaDwWA81LCB6wOiuroaOp3OKht6vf4BecNgMP7TWNteiQiNjY1W2WhoaLC636mpqQERWWWjqqrKKv3GxkZoNBqrbFRUVFhdJiUlJVbp19fXo6Kiwiobt2/fhlartcrG9evXrSrT2tpaFBcXW+XDjRs3UFtba5WNixcvWlW/NRoNrly5YpUPN27cQFlZmVU2Ll68iIaGBov1iQjZ2dlWlWllZSVu3rxpsT4A3Lp1C5WVlVbZuHnzJurr6622YW3feevWLattlJeXW91vabVa3LlzxyobAFBcXGx1P15RUWF1enhfrKWsrAx1dXVW27G2zgPAnTt3rK6zWq0WRUVFVvuSl5dndTnn5eVZfa98EGmxFPnMmTP/sh+/H0uWLJk5fvz4v9oNs7h79y5iYmKQnZ0NjuMQFBQEpVIpyca7776LNWvWwMHBAW3atIFMJm1eoaamBk8//TSICKGhoZJ/HwB2796N/8feeYdFcbZt/5xdYOm9F0ERMAioICKIdBEWFrAlRsXYSxKN0SS2qGjQmBhrzBM1akRNsEdNLFhiQWM0YuxiC3aU3pa+e31/kJ2XdQGZId8Tv++d33Hcxw67e5173X3mbqxYsQL29vawtbXlbA8Aq1atwv79+9GuXTtYWFjw0pg6dSr++OMPtGvXDqamppztlUolhgwZgmfPnqF9+/YwMDDgrFFWVobk5GQolUq4urrySs+cnBx88sknMDc3h5OTExiG4ayRlZWFb7/9Fs7OzjA3N+dsDwBnz57Fjh074OrqCkNDQ14ap06dwt69e+Hq6sorPQHg119/xY8//ghnZ2de+QoABw4cwHfffQcrKyvY2tryStPNmzfj66+/hq6uLtq1awexWMxZ47PPPsOaNWsAAM7OztDR0eFkzzAMhgwZgj179kCpVKJdu3aQSCScNGpra9G9e3dkZWXxbneysrIQERGBhw8fQk9PDw4ODpzbntTUVMyePRv5+fkwNzeHlZUVp3xhGAa9evXCgQMHUFlZCQcHB87l9N69e/D19UV2djYAwMnJiXNaLFmyBJMmTcKTJ0+gr68Pe3t7TmkhEonQq1cvbN++HYWFhbC0tOTcBubk5MDT0xN//vknqqqqYG9vz7m+rVixAiNGjMDdu3cBcE8LLS0tBAcHY/369Xj69CmbFlzy9PHjx3B3d0dmZiaKiopgYWHBuf1at24dBgwYgKtXr7Jpoa+vzykeUqkUS5Yswf379yESieDg4AAtLa1Wa5SWlqJDhw44ePAgnj9/DkNDQ9jY2HBKi4MHDyIsLAwXLlxAWVkZrK2tYWJi0mp7hmEwbdo0TJ48GdnZ2VAoFHBwcODUXmhpaSEgIAAbNmzAo0ePIJFIOJfviooKdOzYERkZGSgoKICpqSksLS05pcWDBw/g4eGBc+fOoaysDDY2NpzSAgBu3rwJb29vZGVlQS6Xw97ennN78eDBA3Tq1AkXL15EZWUlL42qqiq4u7vjxIkTvOMiEokgk8mwdu1avHjxAqamprC2tubcr23duhWDBg3CvXv3IBKJ4OjoyKmcAw0Dbx4eHjhx4gTKy8tha2sLY2NjThoA8Pnnn+O9997Dw4cPIZFI4OjoyOt+1t3dHWfOnEFFRQXs7OxgZGTE2Zf58+fjgw8+wIMHD6CjowMHBwfO/f2LFy/g7u6O8+fPQy6X8/JFJBIhMTERq1evxrNnz2BoaMjr/mXZsmUYOXIk7t27B4Zh4OjoyLmfS09Ph0wmw82bN6FQKODo6Mj53mPx4sV499132XR1dHTkdR+lYv78+bkpKSnrWvNdpq1P7v836d69O128ePHfdqNZCgoKoFQqIRaLIRKJMGXKFGzevBkAoK+vj+joaCQmJiI+Ph6WlpYa9qpZBkNDQ2hpaeHevXtwd3cHEcHOzg5vvfUWhgwZgu7duzdbuCsqKiCRSNiCO2HCBKxduxYmJiZ4++23MXLkSPj7+zdrr1QqIZfLYWhoCIZhUFNTAycnJ+Tn58PX1xejR4/GkCFDWnzIkMvl0NLSYgv+/fv30bFjRwBAr169MGLECLz55pstNoDFxcUwMjJiG9rDhw8jNjYWABAaGork5GQMHDiw2U6hqqoKCoUCBgYGbFxXrFiBDz/8EGKxGH379kVycjISEhKavfEpKSmBgYGBWiMwbtw4fPfddzA2NsagQYMwfPhwBAcHN9kI19bWora2Vs0HAAgJCUFmZiY6duyI4cOHY/jw4XB2dm7Sh/Lycujp6al1OAqFAh06dMCjR48QGhqKkSNHYuDAgU3ezCoUCrZMNfahqqoKDg4OKC8vR1xcHEaNGoXY2NgmGzy5XA5tbW2NB7GKigo4ODigsrIS8fHxGDFiBKRSqYYGEaGkpATGxsYaDVllZSUcHR1RXFyM0NBQDB8+HAMHDtQoG3K5HEqlEvr6+hoaVVVVcHJyQmFhITw8PDBkyBC8/fbbcHNzU/teYWEhdHR0NNJTlc7t2rVDSUkJLCws0L9/f7z55psICwtjv1tVVQW5XA4dHR02PRr7ohoUqa2thZ6eHmJiYjBgwADEx8ez5bSwsBBEBC0tLYjFYmhpabHXIpEIZ8+eRXBwMABAR0cHUVFR6NevHxISEmBtbY3a2loUFxez3xeJROy16nXZsmWYOXMmgP9pd5KSkhAXFwdLS0sUFxejtraWtReJRGAYRu3vuLg4nDx5EgBgYWGBuLg4JCYmIjo6Gnp6esjPz2dtGr+qrouKiuDp6cmOkLu6uiIhIQEJCQkIDg5GZWUlKisrWZumws6dOzF+/HgADTfqAQEBrIanpydevHjBfqZ6ffl6+PDhOHjwIABAV1cXUVFRSEhIQHx8PIyNjVFeXo6XaVxPSkpK4Ovry846WFlZIS4uDjKZDNHR0aisrGRnABv3nY2vf/rpJ0yaNIn9293dHTKZDPHx8fDz80N5eTmIiLVRXTcOY8eOxfHjx1n/evbsifj4eMTHx8Pe3h41NTUgIiiVyiZfi4uLERISws7y6enpISIiAnFxcWyeKpXKFsPevXsxe/ZsNh5WVlaIiYlBXFwcAgICoK2tDYVCwX5fdd34vUmTJuH06dOshpubG6RSKWJjY+Hu7g4tLS0oFAo128Z/l5aWom/fvmw8VOVCKpUiNDQULi4uICI1u5fD0aNHMWvWLNYHfX19REREQCqVonv37rC1tVX7fn19vYZGSkoKDh06xGrY2toiJiYGkZGR8PX1haGhYYs+1NbWIiEhQW1G38vLC1KpFEFBQfDx8YFIJNJIh8bXd+7cwdtvv83aa2trIyQkBH369EHPnj3Rvn17tgw0lRcKhQI7d+7EokWLWA0zMzP07dsXoaGhCAoKgpmZ2SvLRWpqKnbs2MFquLi4ICYmBkFBQQgMDIREImmyXDa+njBhAjIzM1kNHx8fREVFISQkBN26dQPDMGr1cts+sgAAIABJREFUQWXb+O/hw4fjwoULrIa/vz9CQ0MRGRmJzp07a2g0FcaPH49ff/2V1fDz80N4eDiioqLQuXNntfr9cn1VXS9evBjr1v3P/banpyeioqIQGRmJbt26sfcKzdkDwMmTJzFixAhWw97eHlFRUYiKikKvXr3UHipetlW91tTUIDAwEIWFhQAa6ryqfERGRsLKykrt+81df/nll/jmm2/UyqnKF1U5ber3G18XFhYiICCAXTlibGyM8PBw9OnTB2FhYWr3cc3pEBFmzJiB7du3s+97e3uzvnh5ebFtd3NpUlFRgQcPHiApKYltt42NjREWFoaoqCjWl+bsiQj5+flQKBSYN28ejh07xvri4+ODyMhItrw19rvxtWoVDhHh999/xyeffMJqWFlZITw8HJGRkQgKCoKBgYFa+VTpFBUVsW1+SUkJBg0axKatRCJBcHAwIiIiEBYWBhsbG7XfJyLU1NSguLiYfb+mpgaDBg1iV0ppaWmhZ8+eiIqKQkREBFxcXFqVx0FBQeyqBRMTE8TExEAmkyEmJobzgC3DMFlE1L1VX35Vxf43g5+fH73OdOrUiQC8MohEIgoJCaFly5bR/fv3Wftjx46x35FIJGRhYUEikUjDvmPHjjR37lzKzs7W8CEpKYkAkLGxMbm4uJCzs7OGfefOnemrr76i58+fa9g/fPiQAJCOjg7Z2dmRt7c3mZmZqdnr6urS0KFD6ddffyWFQqGhMWXKFAJAenp65ODgQF5eXqSjo6OmoaenR8OGDaNjx45paCgUCmIYhgCQgYEB2dvbN5m2urq6NHjwYDpw4ADV1dWpaaxYsYJNa1NTU2rXrh25urpqaBgZGdGIESPo2LFjVF9fr6bh4uLC+mpra0seHh7UoUMHDQ1nZ2f69NNP6fbt22r2+/btIwCkpaVFlpaW5ObmRv7+/tS+fXsNjfDwcNq0aROVl5eraURGRrL52b59e/Lz86M+ffpo5KuhoSGNGjWKMjMzSalUsvbXrl0jAKStrU02Njbk6elJvXv3psTERHJyclLTsLGxoY8++ohu3Lih5sPo0aPZvHByciIfHx8KCwuj/v37k6Ojo5qGlZUVffjhh3TlyhXWvqysTM1PBwcH8vT0pMDAQIqJiSF7e/sm8/XgwYNsvs6fP1+t7FhZWZGLiwt5eXlRz549ydLSUiNN/f39afny5fTs2TMiIjI1NWU/E4vFZGBgQJaWluTo6EgdO3YkAwMDDQ1LS0saP348HT9+nNavX99kXZZIJGRkZETm5uYkFos1vqOjo0NSqZQ2bNhAnTt3brZdYBiGtLS0mm0zevfuTRMnTmxVG9NSu9OSD68KEomEwsLCeNsDIDMzM/Lw8GiTRlN1iGt4ufxzDTo6OqSnp9cmDX19/TbHQyKRtFmjrUHVXgtBCEIQghCE0DiIRCIKDg6mL774QuM+uTkAXKRWPhv+6w+nLYXX/cHV3d291Rlpa2tLo0aNol27dlFNTQ0R/c+DDpcQFRVFN2/eZH3o3bt3q221tLQoISGB9u7dS7W1tURElJWVxen3O3ToQJ999hk9fvyY9eGdd97hpNGuXTuaM2cO/fXXX0REVFJSwjkdbGxsaMqUKfTkyRMiUn/QaW1wcHCgWbNmUUlJCRGRxgN7a0KPHj3oP//5D9XU1NCmTZs42xsYGNDw4cPZQYGuXbty1nBzc6OFCxfS48eP6eTJk5ztAVDPnj1p7dq1VFJSQv379+el4evrS6tWraIrV67wslfl64cffkgjRozgrcEwDEVERGgMnvDxpS322traTT4ccwkODg5tstfV1SVra+s2abw80MA1iEQisrOza5NG40EIvsHW1rZN9np6em1+8GyrD9ra2rzaqcbhVeVaJBKRlpZWi4MqzcVDZSuRSEhPT69ZDQsLi2bttbW1SVdXl/T19cnIyKjJwVwATZYp1WCQRCJh7Y2MjJq019XVbbKNEIvF7CCFoaEhmZiYNDtgYWJi0iofTE1Nm02LprQbazT2oyn75gYRGIZh46JKz+bi0VwaN9bR1tYmiUTSbDxeFRrrtPR7rdVqi70QhCCE/3vBwsKCkpOTaefOnVRaWtqq5ylweHAVlgq3gYqKCrUlPe+99x67hEa1vEsqlUIqlaJr164ay0vr6upQUlKCiooKVFRU4OrVqxg2bJjad8zMzBAaGoqwsDCEhYXB29tbTae0tBQFBQUoKipCUVERFi5cqLYEB2hYW+/t7Y3AwEA2dOzYEQzDoL6+Hvn5+SgoKEBBQQGePXuGMWPGaGxEF4vF6NKlC3r27ImAgAAEBQWxy4HlcjnrQ3FxMW7cuIHJkydrpJe1tTWCgoLY4OfnB11dXSiVShQWFqK0tJQNJ06cQGpqqkY8unTpgt69eyM4OBjBwcGws7MD0LCss7i4GGVlZSgtLUVZWRnS09Px/fffq2no6uoiICAAISEh6N27NwIDA9l9LS/7UFpaiq+//ppdsqdCR0cHPXr0QO/evVkNU1NT1NTUoKCgACUlJSguLkZxcTFKSkqwcOFC3L59W02DYRh4e3ujV69ebHB2dkZpaSkKCwvZ/FRdL1iwAPn5+Rpp6uTkhMDAQAQFBSE4OBg+Pj7Iz89nbRuHhQsXoqKiQkPDwsKCLReRkZHw9PRkf7e4uJj1paioCIsWLWpSw87ODr169UJQUBBCQkLg5OSkkZaqkJKSonHAh0gkQrdu3RAcHIzevXvD19cXenp6qKiogFwuZ+uIKkydOlXjwBRbW1uEh4ezdcXKygo1NTWorq5GVVWV2qtcLkdycrKaH6olN6plXl5eXqiurkZdXR27DFx1XVdXh/z8fMhkMrWDdDw8PBAdHY2+ffsiLCwMRIS6ujq1JYj19fXsdVZWFoYMGcLaq5Z0xsbGIiYmBs7OzqisrGx2OaZCocCaNWuwePFiVsPFxQVxcXGQSqUICwsDwzCoq6vTWLbXOLz11ls4e/YsgIa6HhQUhLi4OMTFxeGNN95AZWUl22m8vAyQiFBQUABfX192SaeZmRliYmIQHx+Pvn37wtDQELW1tc12REqlEjt27MD777/PxsPT05NdHhsYGIjq6mqNZVgvXw8ZMgSHDx8G0FBPIyIiEB8fj7i4ONjb22scxvJy/6da8qxaKuzo6Mj6EBERoXGgReNlxqrrrVu3QnU2g0gkQmBgIBISEiCTydCxY0fU1tZqLHF+edmzTCZDRkYGAMDc3Bzx8fHscmVtbe2GzruZpdsMw+D58+fo0KED245369YNiYmJSEhIgI+PD2pqappcNt44PmvXrsWECRMAAAYGBoiJiUFCQgLi4uJgaGgIpVKptmS9cRxUREZGsksxXV1dkZSUhMTERAQGBrLL18ViMavxMrm5uWjfvj1qamogFosRGhqKxMREJCYmws7ODgqFQs2+qS0xGzduxOjRowE0lEuZTIakpCRER0ezcW/JBwDo378/fvrpJwANS7/79euHpKQk+Pr6QqFQqGk05UNFRQVcXFxQWFgIhmEQHBzMpoVq7/DLafkyv/32G3r16gWgoZ1QbQmIjY2FkZGRmn1zGkuXLsVHH32klhaJiYkICQmBgYGB2vaB5jRGjBiBtLQ0AA3tvqpsBwYGQk9PT6NMNqUTERGBEydOAGjowxISEhAbG4ugoCDo6uqqleWXy7ZqCXBQUBB+//13AA31NCEhAX369EFISIiGRnMhNjaWrWdWVlaQSqWIiYlBREQEu92mpa0JADBt2jSsWrUKQEM9iYyMhFQqRXR0NLtss7Hdy68Mw+CXX35B//792fdUy+GlUik6deqkUbea0pHL5XB3d2eXozs5ObEavXv3ZpcbN6XT+HrWrFlYtmwZgIY+MSwsjNWxt7dvlUZubi7c3d3ZvlG1RUAqlSIwMBBaWlotxkfFu+++iw0bNgD4n74xPj4eMTExamewNJe+dXV1uH//Prp168YuFVb1K1KpFD169NBou15+VW1xSU5Oxt69ewEApqam7LaJvn37wsTEpNnyodoqwDAM9u/fzy73F4vF6N27N9u/uLq6NtkvAA33t0qlEgzD4OnTp+jcuTObtt26dWO3oqieM162VygUavf0ZWVleOONN9j7n86dOyMuLo7dzqJqB1vK52fPnsHd3Z3tUzt16qTWFnDd7yosFf4XuHfvHtnY2NCQIUNo69atlJ+fz1lj0KBBZG5uTv369aMVK1bQ5cuXm1ya2xzZ2dnsiLxUKqXPPvuMjh07RmVlZa3WWLx4MQENMz0DBgygJUuW0OnTp0kul7daY+jQocQwDPn4+NCECRNo8+bNdO/ePbUlrS2hVCopMDCQdHV1KTQ0lGbPnk2HDx9u9cgNEVFlZSU5OTmRsbExxcbG0ueff05nzpyh6urqVms8fvyY9PX1ycTEhKRSKS1atIgyMzOpqqqq1RoXLlwghmHIwMCAIiIiaM6cOXT48GF2lrc1/PLLLwQ0zLb07NmTPvzwQ9qxY4farPer2LFjBwENI+tdu3aliRMnUlpaGt25c6fV+aLSEIvF5OvrS++//z79+OOP9ODBg1Zr7N69m4CG2Y6wsDCaM2cOZWRkcCqju3btIqBh9mrw4MG0Zs0aun37dqt9ICLasGEDMQxD/v7+NGPGDDp27BhVVla22p6IaM6cOWRiYkIDBgygtWvXUk5ODid7IiKZTEYeHh40ZcoUysjI4FS2iIjkcjm1a9eOIiMjaenSpXTr1i1O6UBE9Ntvv5GlpSUlJyfTtm3bqKioiJM9EdHMmTPJy8uLZsyYQZmZmRpL+V9FfX09de3alWJiYujrr79mV2Nw4c8//yR7e3saM2YM7d27V2MZfmv49NNPqUePHrRgwQL6888/OadlXV0dde/enQYOHEhpaWm8+oHz58+Th4cHffTRR3T69GnOaUlENGPGDIqOjqZvvvmGHj16xNm+traWAgMDady4cXTgwAHO5ZKooVz5+/vTwoUL6fr165zTkqihjvXv3582b95MhYWFnO3r6uooMjKSJk+eTL/++iu70ogL169fp4CAAFq0aJHaaicurF69mmQyGW3YsIFevHjBSyM5OZlGjBhBe/fu5dQfq6isrKTAwED64IMP6MSJE7zK1b1796hLly40a9YsOn/+PKf7ExWZmZnUrVs3SklJoUuXLvEqF0eOHKFu3brRvHnzKCsri5fG77//Tp6enjRjxgw6e/asxtah1pCbm0tubm40ceJEOnToEK96olQqKSwsjAYMGECbNm2ivLw8zhpERMuWLaOAgABKTU2lq1ev8kqTvLw8cnV1pdGjR9PevXupoqKCly/Tpk2jsLAwWrp0Kd25c4eXxpMnT8jV1ZUmTJjAuw0iInr//fcpKiqKVq1axatfIWrYguXh4UHTpk2jkydP8qo7SqWSwsPDaciQIZSenk7FxcW8fJk2bRpJpVJas2YNu+KQK4sXL2bThM99CxHR1KlTKTw8nJYtW0Z3797lpdEYCDOu/31KSkpgZGTE+1St+vp63Lx5E15eXpxPX1Nx9epV6OjowN3dnZcGESEjIwNeXl5wdHTk5UNNTQ1OnTqFgIAAzqfrqSguLkZ2djZ8fX05n3Sm4vHjxygoKICPjw/vPLl+/ToUCgW8vLx4a5w+fRoGBgbo0qUL5xP+VOzduxfW1tbw9fWFrq4uL40tW7bA0dER/v7+vE8V/ic0du3aBUdHR/j6+nI+hVfFkSNH4OzsDHd39yZnBFrDuXPn4OHhwfuUZqChvnl6evLOV4VCgUePHqF9+/a8fSgrKwPDMLxOW1ShOgm4LScC5ufns4d/8KG6uhr19fW8yxUA9kAwvu0n0JCefE7RVKEafeZbtoGGEX4uJ+c2RXV1Ne+2Amjoj1Szbm3R4Fs3/ikN1SwF33YCADur2xZeBw3VzHBb0qKuro7X6fqNqa2tbVP9ABruM/jeG6hoax1RaUgkkjaXr/r6+jbHRy6X8z7tX0VVVRUkEkmb6v0/6Ytq5rwtvA7tKQB2ldTrUH/+CY1/Il0bw2XGtc0PrgzDOAHYDMAWgBLAOiJa+dJ3wgDsA5Dz91t7iGjBq7T/X3pwFRAQEBAQEBAQEBAQEGg9XB5c2zYc2kA9gGlEdIlhGCMAWQzDHCWimy99L5OI4v+B3xMQEBAQEBAQEBAQEBD4X0Tb1gMAIKJcIrr093U5gFsAHNqqKyAgICAgICAgICAgICAA/AMPro1hGMYFQDcA55v4OJBhmCsMwxxiGKZzE58LCAgICAgICAgICAgICGjwTywVBgAwDGMIYDeAKURU9tLHlwA4E1EFwzBSAHsBuDWjMw7AOABo167dP+WegICAgICAgICAgICAwP+j/CMzrgzDaKPhofUHItrz8udEVEZEFX9fHwSgzTCMZVNaRLSOiLoTUfe2nFIpICAgICAgICAgICAg8P8HbX5wZRrOqt4A4BYRLWvmO7Z/fw8Mw/T4+3cL2/rbAgICAgICAgICAgICAv//808sFe4FIBnANYZhLv/93iwA7QCAiNYAGAhgIsMw9QCqAAym1/kfyAoICAgICAgICAgICAi8NrT5wZWIzgBo8T8EE9FqAKvb+lsCAgICAgICAgICAgIC//sQp6Sk/Ns+NMu6detSxo0b92+70Sx37tyBsbExxGIxL3siwtOnT2FsbMzbh/z8fGhpaUFLi/8YxMWLF2FjYwORiN/K8QcPHuD69etwcnLC3yvCObNjxw5UV1fDzs6Ot8bWrVuho6MDS8smt0+3is2bN8PMzAwmJia87IkI6enpsLGxgYGBAW8/9uzZA2tra+jr6/PWOHToEMzNzdukcezYMRgYGMDQ0JC3xvHjxyEWi2Fqaspb49ChQyAiWFhY8NbYvn07xGIx+O6dr6+vx9q1a2Fubg5zc3NeGjk5OdizZw8cHBx4p+nBgweRnZ0NJycnaGtrc7ZXKpVYtWoVtLW1ede3W7duYd++fbC3t+cdj/T0dDx9+hROTk682i+5XI5Vq1bBxMQEVlZWvOJx6tQpnDlzBvb29rzryapVq1BRUQFHR0defcHDhw+xfv16mJqawtLSklc8du/ejUuXLsHOzo5Xu6NQKLBw4ULU1tbC0dGRV35cv34dGzduhJGREWxsbHjFY8uWLcjKyoKNjQ2MjIw429fX12PevHmorKyEg4MDdHR0OGvcvn0bq1evhp6eHuzs7Hj1i3v27MGvv/4KS0tLmJmZcbYHgCVLluDp06ewt7eHnp4eZ/vKykrMmzcPRAQHBwdeefrXX3/h66+/hoGBAWxtbXnl6fnz57Fjxw6YmZnBwsKCdz39+eefYWlpybvtPXfuHPbs2dMmjbt372L9+vUwMTGBtbU1r7hUV1dj4cKFEIvFcHBw4H3ftX79ety/fx+Ojo7Q1dXlpXHlyhX88MMPMDc35503RITFixdDLpfzbjsA4MSJEzh48CCsra153yvU1dVhwYIFbJnne2++fft2XLhwAXZ2drz7t+zsbKxZswZGRka8645cLkdKSgpEIhHv/qWmpgazZ89GXV0dHB0ded0zyOVyfPrppyCiNuVxS8yfPz83JSVlXau+TESvbfDz86PXmc2bN5O5uTmNHj2aDh8+TLW1tZw1pFIpxcbG0u7du3nZ5+TkkLW1Nc2YMYNycnI42xMRTZ8+nZycnGjevHn08OFDzvZVVVVkZWVFrq6uNH/+fF5+7NmzhwCQh4cHffbZZ3T//n3OGt988w0BIF9fX/rqq6/oyZMnnDUWLFhAACgkJITWrl1LhYWFnDVmzJhBYrGYpFIppaenk1wu56wxZ84c0tbWpqSkJNq9ezdVV1dz1li6dClpa2tTYmIi7dq1i6qqqjhrpKWlkUgkoujoaEpLS6PS0lLOGnv37iUAFBgYSCtXrqRnz57x1vD29qb58+fTzZs3OWusW7eOAFCnTp1o5syZdOHCBVIqlZw0Jk2aRACoc+fONHv2bLpw4QIpFIpW2ysUCvL29iaGYahnz560aNEiun79Oic/srOzSSQSkZ6eHslkMlq3bh3nNJ0/fz4BIHt7exo3bhz9/PPPVFlZ2Wr7uro6cnNzIwDk7+9PCxYsoD///JNTPE6cOEEAyMDAgPr160cbN26k58+fc4pHcnIyAaD27dvTpEmTKCMjg1NdKSwsJCMjIxKJRNSrVy/6/PPP6dq1a5zioSpXRkZGNGDAAPr+++85xUOpVFJwcDABIBcXF3rvvffo4MGDnPLjzp07JBaLiWEYCggIoAULFtDFixc5lc3U1FQ2P2QyGX377bf04MGDVtsrFAry8fFhy9Xo0aNp165dVFJS0mqNGzduEMMwBIB8fHxo+vTpdPLkSU5946JFiwgA6ejoUJ8+fWjp0qV08+bNVuepUqmkwMBAAkAWFhb09ttv0+bNmznl6dOnT0lXV5cAkLu7O02ePJkOHTrEKU937txJANiy+dlnn3HOU1V7ZWBgQAkJCZzztHHZtLa2puHDh9O2bduoqKio1Ro1NTXk7OzM1tP33nuPDhw4wKlfrKioIGtra/Ye4cMPP6SjR49yqutVVVXk4ODA5smUKVM4ayiVSvL39ycA1K5dO5owYQL9/PPPnPv4Dz74gACQmZkZDR48mLZs2UL5+fmcNE6ePEkASEtLi8LCwmjJkiWcyjlRQzvu7u5OAMjV1ZUmT57MuQ0lIlq1ahUBIH19fZLJZLR27Vp6/PgxJ42ysjKysLAgAOTp6UmffPIJnTp1iurq6jjpzJw5U6095tOv3L17l8RiMQGg7t2707x58+iPP/7gVPeUSiX5+fkRAHJwcKCxY8fS3r17qaKigpMv48ePJwBkbGxMgwYNok2bNtGLFy84acyYMYMAkK6uLkmlUvrmm284tQNERO+99x7bliQlJdF3331HT58+5aTREgAuUiufDRl6jbeadu/enS5evPhvu9EsW7duxahRo1BXVwcAMDc3R1JSEt58801ERES8cmTjxYsXmDVrFjZu3AgAsLGxwYgRIzBmzBh07NixVT6cOnUKI0eORE5ODhiGgVQqxbvvvou+ffu2anRGLpdjwYIF+PLLLwEADMOgb9++GDNmDGQyWatGrI8fP46ZM2fijz/+YN8LDQ3FO++8g4EDB7Zq5HzOnDlYvHgx6uvr2fcCAwMxbNgwvPnmm6+cRT137hz27duHL774gn2PYRiEhoZi6NChGDBgwCtHvlesWIEnT55g6dKl7Hva2tqQSqUYOnQo4uPjWxz5vn37NrZv347y8nJ89dVX7PuGhoYYMGAAhg0bhvDw8BbzJS0tDc+fP0dlZSUWLFjAvm9mZoY333wTycnJCAoKanb0Li8vD99++y2MjY1BRJg2bRr7mampKQYNGoRhw4YhODi42ZHevXv34saNGzA0NISOjg4mT57M5ouuri4SEhIwZMgQxMbGNlk+ampqkJqaCj09Pejr60MikeCjjz5CZWUlgIZ8CQkJweDBgzFgwIAmZ0CPHz+OU6dOQSKRQEdHBzo6Opg1axarAQCenp4YOHAgBg4cCC8vL400WbBgAerq6qCtrQ0tLS0oFAqkpKRAqVSy33FyckJSUhL69++P4OBgtZHEixcvYvfu3RCLxRCJRBCJRHj+/DnWrl2r9jv29vZITExEYmIiwsPD1dJk5cqVyM3NhUgkAsMwYBgGv//+O44fP66m0aFDByQkJCAhIQHBwcFs23H//n189913bLqpXjdv3oynT5+qafj7+0MmkyEhIQE+Pj7s99PS0nDr1i2175aWlmLNmjVq7+np6SEqKgoymQzx8fGws7MDABQVFbHtQ2POnDmDs2fPqr3n5OSE+Ph4yGQyhIeHszMBP//8M86cOaOh8e2336K8vJz9m2EY9OjRAzKZDDKZDN7e3mw8pk+fDqBhsFXFgwcPsHPnTjVNQ0NDREdHIz4+HlKpFDY2Nqy/+/fvZ+1VneCBAwdw+/ZtNY127dohPj4e8fHxavFYvHgxCgsL1TrR2tpafPPNNxpx69GjB+Li4hAfH49u3bqBYRhcv34dmzdvhlKpZAMR4erVqzh58qRGfkRGRkIqlSIuLo7993Br1qzBvXv31DQUCgX27NmD58+fq2nY2NggNjYWUqkU0dHRMDExwbNnz7B8+XIoFAq1UFpaivT0dI14eHp6QiqVQiqVolevXtDR0WFnJFS29fX1UCgUuHz5slo/AABaWloICgqCVCpFbGwsvL29UV1djblz57K2Kvv6+nrs27cPhYXqZzcaGxsjKioKsbGxiImJgaOjI44ePYqMjAzWXhVKS0uxa9cujXg4OzsjJiYGsbGxiIiIgJGREebOnYuKigoNjRs3buDChQsaGn5+fqwPAQEBuHz5MrZt26YRh/r6ehw5cgTPnj1Ts9fV1UV4eDjrh5ubG1auXIlHjx5paNTV1WHr1q1q7ZUqT/v27YvY2FhER0ejpKQE3377LWvbODx//hy//PKLRjzeeOMNNj+Cg4Oxfft2XLlyhS1LjcPNmzfx22+/qdmLRCIEBgayGi4uLvj8889ZG5WO6vX333/HtWvXmkwLVdm6desWTp48ydo11lAqlTh9+jSys7PVNAwNDREVFcVqfP3116ivr1erG43DmTNncOPGjSY14uLiYGVlhbNnzzZrT0S4cuUKzp07p6YhkUgQHh6OuLg4PHnyhPWbiNReVdcvXrzAnj3q/4CDYRj07NkT/v7+KCkpgZWVlYb9y69btmxR6xOBhr7ExcUFZmZmcHR0hEgkalHnjz/+wKVLl9Q09PX1YW9vz2oZGBio2bysU11djbS0NI1yZmVlhQ4dOqB9+/ZsO9ycDhHh5MmTuHPnjkbauri4oH379nB2doaurm6zfhARioqKsHv3bg1fbGxs0L59e7Rv3569n2zOD6VSiZ9//hl5eXka6aLyRTV7+fLvN76+du2aRnsoFovh6OgIFxcXODs7w9jYuEWN3NxcHDp0qMn4ue11AAAgAElEQVT4ODs7w9nZGebm5mp2jcuaUqnEkydPNPoXoOGZxcXFBe3atWPzp7ly++LFCxw5ckRDo1u3boiLi0NcXBz8/f15z3IzDJNFRN1b9eXWPuH+G+F1n3H18PAgAE0Gc3NzGjVqFF28eLFZ+8OHDzdrHx4eTj/++OMrZ8liYmKatG/fvj198cUXrxzFy87ObtYHa2tr+vjjjyk7O7tFjYkTJzaroa+vT8OGDaOjR49SfX19k/bV1dXN2uPvEcX4+PgWZy+/+OKLFjVUM4/bt29vdtTbzs6uRQ0jIyN655136MiRI03GZceOHS3aAyA7OzuaNm0aXb58ucmR0aCgoFdqdOjQgebOnUt3797VsP/jjz9eaQ+AnJ2dadasWXTr1i0NjaFDh7ZKw8zMjMaOHUsnT55UG4nMz89vlT0AEovFFB0dTRs2bFAbxZ89e3arNfD3KPzs2bPp+vXrrIahoSEnDQsLCxo5ciSrsX79ek72qjIyatQodgbU29ubs4apqSktWLCAqqqq6Pjx45ztAZCbmxv9/PPPRESUkJDASyMpKYlycnLor7/+4mVvZGREX3zxBdXU1LAzDFxDly5dKDMzk4iIlz3DMDRu3DgqKCig5cuX89KwtramtLQ0UiqV7MwR1xAREUE3btygn376iZe9np4ezZ49m+RyOYWFhfHS6NSpE+3fv58uX77My15bW5sGDRpEOTk5NHLkSF4a9vb2tGjRIsrLy+NlD4CCgoLo8OHD7KoBrsHQ0JCGDRtGOTk5ZG5uzkvD2dmZ5s+fz6uNUIUePXrQzp072VkZrkFHR4fi4+Pp+++/5+2DkZERjR07luLi4nhrWFlZ8a7fjctFREREmzQcHR3ZWbK2pEdb7AGwKwaEIIT/TUFfX5/Gjh1LeXl5Td5fvwpwmHH95xcq/y9i+PDh7LpvFXp6eggNDUVUVBT69OkDLy+vZu3t7e3h7++vMSIDNOwX+uGHH1BUVIRx48Y1O3vbt29fHD16FAqFQu39nJwcfPbZZzh69ChSU1MREBDQpL1qluXYsWMan+Xl5WH//v148eIFPvzwQ3Tt2rVJDX9/f+zduxe5ubkan4nFYrx48QK//fYb7O3t4enpqfGd+vp6DBo0SGPmRIWDgwPMzc0hl8tRUFDAzjw0xt3dHXFxcThw4ECTGh06dICNjQ0UCgXKy8ubnDlNSEjA7du3mxyZAhpGD0UiEZ49e4aioiKNmUI7Ozu89dZbePjwIX7//fcmNRQKBR4+fIhTp07B3t5eQyM8PBzW1tZ48uQJmlttoEpPLS0tjBs3jh0pAwAjIyO8/fbbKCsrQ15eXpNlCwByc3ORmZkJABg/frxamgYEBKC2thbl5eUoKyvTGG1XUVVVhfv37+P06dOwtbWFh4cHgIY8T05ORlVVFSorK1FZWYnTp09rzBwADTPJpqamqKurQ3FxMTsr3rVrVwwbNgw1NTWoqalBbW0tjh07pjYjr8LHxwd9+vRBSEgIOnTowL4/dOhQVFZWsrMXtbW12L9/v4a9gYEBIiMjERMTg759+7Iabm5uGDFihNoIZlFREQ4fPqyh4ebmxo76h4SEsDN0SUlJ6N69u9oI5q1btzTyVltbG2FhYezIpWrFhZ2dHUaNGgUAau3MwYMH8eLFCzUNW1tbxMXFQSaTITIykt2bExUVpbFiQS6XY/v27Rrx8Pf3Z2dMu3btCoZhkJ+fz/rQmMuXL2uM1BsaGqJv377sbKe1tTWAhjI1evRoDY0dO3aozbiq0lI149qrVy+27Rs1ahQ7aw00zFDk5uZqzCjp6OggPDycnTl2dnYGAHTu3BmjR4/W0Dhx4gTu3r2rpuHg4MDOgIeFhbH5OXjwYBQWFoJhGHYWXalU4rvvvlPLH5FIhODgYCQkJEAmk8Hd3R0AUFtbizFjxrAz+CqdW7du4ddff1XzwcrKCvHx8UhMTESfPn3YPbhxcXFwc3NjVwKoXnft2tXkLHxSUhISExPh6ekJhmHw9OlTjBkzBmKxWC1UVlZi3Tr1LUZGRkaIi4tDUlISYmJi2L3/YWFh0NHR0dDIysrSaD87deqEfv36sXVBJBKhpqYGY8eOhZaWFmurut6yZYtaX6KtrY2IiAj069cPCQkJ7EqA+vp6jB8/nrVTnfVQWVmJ1avVz4K0srJCQkIC+vXrh8jISDY/R4wYgaqqKjV7LS0tXL58WaOee3l5oV+/fujXrx9bN86fP49x48ap2aq0du7ciXv37rH2YrEYYWFh6NevHxITE+Ho6Aig4awM1UxFY3uGYbBs2TJ2RZcqP6RSKZKSkiCVSmFsbIz79+9rpKVKIy8vD5s2bVKLh62tLRITE9GvXz+EhYVBIpFg7dq17J7Al8PVq1eRkZGhpuHq6oqkpCQkJSUhMDAQ5eXlkMvlbHlUBdXfmZmZOH/+vJpG586dkZiYiKSkJPj5+eGnn36Cq6srWzdeLt/Hjh3DlStX1DS8vb3Z1S5+fn549913oVQqWY2Xw8mTJzXaLA8PD1ajqqoK27Zt07BT1VORSITLly/jxIkTahqOjo5ISEhAYmIiTpw4odZGNKWRl5eHH374QU3D2NgYsbGx8PX1xfXr16Grq6th9/L1unXrUFFRwWqo2h0zMzPo6OjAzMxMra1q6vXcuXMaM8iOjo4wNjaGi4sL7OzsoK2t3aS96rqmpkZj1Ym2tjZsbW3ZmUVDQ8MmbRtfZ2Rk4Pr162o6pqamcHFxgYuLC2xsbCAWi5u1ZxgGhYWFGmVeW1sbTk5OarO2LfnBMAx++OEHjRUT1tbWcHFxQYcOHWBubt6kL41fL1y4oFFWjIyM1GZtVeW7OT8ePXqksRJGV1eX9cPFxQUSiaTF8nbnzh2N/l5PTw8uLi5wdXWFk5MTJBJJk3Fo7MeWLVvUNGxsbCCTyZCYmIjIyEhee/F50don3H8jvO4zritXriSRSEQ9evSgWbNm0YkTJzjtDSgqKiIrKyvS19en3r1707Rp02j79u2Uk5PT6n0KK1asIABkaWlJffr0oenTp9O2bdvozp07rVqPr1Ao2P08NjY2lJCQQKmpqXT06FEqLi5ulQ+3b98mbW1tAkBOTk40ePBg+vrrr+nPP/9sdpb1Zb766it25KZjx440evRo2rx5M6d1+J9++imr0alTJxo/fjylp6dz2v/37rvvshru7u40duxY2rp1K6f9GmPGjGE1nJycaNiwYbRu3TrKzs5udb6q9iYBDTOBSUlJtHTpUrpw4UKr93stXLiQ1TA0NKTo6GhKTU2lU6dOtXq/6+bNm9VG1KKioig1NZUyMzNbXdYzMjJYDSMjI5LJZLR8+XK6cuVKq/eMHD16lNWwtbWl5ORk2rJlC+Xm5rbKnogoPT2d1fD29qaPP/6Yjh8/zqnOzpo1i4CG2Y7o6GhasWIF3blzp9X2SqWSAgIC2Po2atQo2rNnD5WVlbVa48GDB2x98/Pz47X/RlXf9PX1KTExkdavX8+pnqj26gIN+zInTZpER44c4ZSW58+fJ6Bh1j0kJISWLFnyytUdL6Pa/2NpaUnvvPMO7dq1i1NalpaWkpmZGQENe+NTUlLo0qVLnPaJbdmyhYCGvT8DBgygtLQ0Kigo4BSPyMhIts35+OOP6cyZM61uO4kazjrQ0tIibW1t6tu3L3377bec9/irVq3Y2dnRhAkT6PDhw5z3/3Xr1o0AUEBAAH3++edNruhoiezsbGIYhgwMDGjgwIH0ww8/tLofejkezs7ONGXKFDp16hSntFQqlezKl8DAQPryyy+bXN3SErm5uSSRSEhPT4/69etHaWlpnM9L2LVrFwENM/5jx46lAwcOcN57qJoJdXNzo08++YTOnTvHqZ0gIgoJCSGgYa9famoq5z3gtbW15OLiQgzDUHBwMH311Vec01Mul5O1tTWJRCIKDQ2lZcuWcT4Ho7q6mhwcHIhhGAoKCqIvvviCc3vTuP3u0qULzZ07l7KysjiflTBlyhT2/uD999+nI0eOUE1NDScN1R7XtrQ79fX17FkF3bt3p88++4yuXLnCOT6qPa5WVlY0cuRIXns5y8rKyNzcnEQiEYWEhNBXX33FqW9VMX36dDZt33vvPcrIyOCctrdv3yaRSES6uroUHx9P3333Had7DSL1Pf/+/v6UmppKV69e5Zy2qtUtqr4hMzOTU3tG9D/3k506daLp06fTb7/9xllD5YenpyfNnDmTV1vSEhBmXP87dO3aFQUFBbxPDSwpKcHx48fxxhtv8Dqli4jg4+ODx48fw8HBgdepZc+ePcPUqVPRo0cP3qcC37hxA2lpaejVq1eTs6Gvoq6uDgUFBUhPT0dISAjs7e05a6hm9rZt24bQ0FDY2tpy1igsLIRIJEJ6ejpCQ0PZkX0uqPYzbt68GSEhIexsDxfy8vJQXl6ONWvWICQkBJ06deKcL+Xl5bh16xaWLl2KkJAQdO3alXMZq6+vx6lTp7Bo0SKEhoaie/funE/pJCIcOXIECxcuRGRkJPz8/HiV9dOnT2Pp0qXsKgau6UF/7zdZv349+vbty852cEE1+7tv3z5ERETwOm3wzp07iImJwerVq+Hr68vrRMkLFy7gm2++gVQqhYODA2d7pVKJiooKHDx4UG3/Jhdu3bqFIUOGQCaTsTN5XFGtKomJieF1ymdlZSWsra1x5swZ9OzZk9femkuXLmHRokWIj4/nVSaAhnbj0KFDajOzXMjNzUV0dDRWr16NTp068fLhxo0bbFryOaWeiCCRSHD+/Hl2VpQrDx8+xNixY5GQkMCrXAINe7r379/Pe/SeiGBoaIhLly6xs6Jcef78OYYNG4adO3fy6ouAhvMOtm3bhujoaN6nVcvlcmRmZiIwMJBX2a6vr4eLiwtu3LiBN954g3daDBo0CFu3boWTkxNne6AhLT799FPIZDJ2BQZXbty4gS+//BJxcXG8/2vAzZs3MX/+fMTHx6utUuLC48ePMWTIEGzbtg0uLi68NOrq6mBnZ9emMgoAT58+bVMbDjTkzdSpUyGTyXjXWfp7pcnZs2cREBDAe4/j9evXsXz5csTFxfH+7wEKhQJWVlZtTts7d+5gz549iIqK4v3fIR48eIB3330XMpmMdztSVVUFb29vZGdnsyvauFJfXw8PDw/cvn2bXfnDlerqanTr1g2zZs1q9fk7/zcRDmcSEBAQEBAQEBAQEBAQ+K/D5XAmfv9ASkBAQEBAQEBAQEBAQEDgv4Tw4CogICAgICAgICAgICDwWiM8uAoICAgICAgICAgICAi81ggPrgICAgICAgICAgICAgKvNcKDq4CAgICAgICAgICAgMBrjfDgKiAgICAgICAgICAgIPBaIzy4CggICAgICAgICAgICLzWCA+uAgICAgICAgICAgICAq81woOrgICAgICAgICAQBupq6trs0ZtbW2bNWpqakBEbdapqqpqs0ZlZWWbNerq6v6RdJHL5f+IRlvTVi6XQ6lU/ut+5ObmQqFQtEnjv404JSXl3/ahWdatW5cybty4f9sNAYH/GgqFAiIR//Gk+vp61NTUQFtbm7fGs2fPIJFIIBaLedkTES5evAg7OzswDMNL4969e8jNzYWVlRVvjYMHD8LY2BiGhoa87B8/fozff/8dTk5O0NLS4qVx5MgRKBQKWFhY8LIvKSlBRkYGnJycoKOjw0vj3LlzqKiogKWlJa+0rKurQ0ZGBhwcHHiXqxs3bqCkpIR3OhARTp06BWtra94+PHr0CHl5ebx9AICLFy/CzMyMtw8FBQV4+vRpm3y4fv06DAwMeJcHuVyO+/fv8y4PAHD37l1oa2tDIpHwslcoFLh69Sqsra15+/DgwQPU1tbCwMCAlz3QkJ+Wlpa827qnT58iLy8PZmZmvONx/vx5GBoaQldXl5d9UVERsrKyYGdnxzsev/32W5vaiNraWvzwww+wsLCAsbExLx/OnDmDzMxM2Nra8spTIsL8+fPx7Nkz2NjY8NK4fPkypkyZgvLyclhbW/OKy0cffYRVq1YhPz8fJiYmvNJ0x44dGDlyJB49egRtbW3Y29tzztvS0lL4+voiKysLNTU1sLe3h56eHicNAJg4cSJWrVqFvLw8GBsb8+qTz58/j8jISNy9excAePclISEh+OWXX1BaWgpra2uYmJhw1liyZAk++ugjPHnyBPr6+rCzs+N8z5WVlYWwsLA2xScvLw9du3bFlStXUFdXBwcHB85twOPHj+Hn54ebN29CoVDA0dGRc79w4cIF+Pv7IysrC2VlZbCysuKVrm1l/vz5uSkpKeta9WUiem2Dn58fvc6Ulpa2yV6pVFJNTU2bNB48eEDV1dVt8uHQoUNt8uPSpUv0yy+/UG1tLW+NlStX0qlTp0ihUPCyv337Nn366ad09epVUiqVvDSWLl1Ky5Yto0ePHvGyLyoqosTERFq/fj0VFhby0li3bh0lJSVReno6lZeXc7ZXKpUUHBxMgwcPpt27d1NlZSVnjQsXLpCpqSkNHz6c9u/fT1VVVZw1xowZQzY2NjR+/Hg6fPgw5/JVWFhIhoaG1LFjR5o2bRplZmZSfX09J43ly5cTwzDUs2dPWrRoEV27do1T2airq6OOHTuSgYEB9evXjzZu3EgvXrzg5MO+ffsIALm5udHUqVPp119/5VxPwsLCSCKRUExMDK1evZoePHjAyT4rK4sAUIcOHWjy5Ml05MgRzm3G0KFDSVdXl2JjY+mbb77h7MPDhw9JW1ub3NzcaMqUKXTs2DHOZeLjjz8mXV1dkkql9J///IcePnzIyb6kpIRMTU1ZH44ePcrZh+XLl7M+rF69mv766y9O9rW1tdShQwdydXWlSZMm0cGDBznX0R07dpBEIqE+ffrQ0qVL6ebNm5zKtVKppMDAQGrXrh2NGzeOdu/eTSUlJZx8OHfuHGlpaVHv3r0pNTWV/vjjD85t95tvvknW1tY0dOhQSktLo9zcXE72Dx48IF1dXerWrRtNnz6djh8/zrlcz5gxgwwNDUkmk9GqVasoOzubU1qWl5eTtbU1ubi40Lhx42jnzp2c2/6NGzeSSCSiwMBAmjt3Lp05c4ZTG6FUKql79+5kZGRECQkJtHr1arp9+zaneJw/f54AkKOjI40aNYrS09MpPz+fUzzGjBlDAOiNN96gDz74gA4cOEAVFRWtti8qKiJTU1MCwDtPN23aRAAIAPn6+tKMGTPoxIkTnOp5VFQUq9G5c2eaOnUqZWRktLqePn78mCQSCavRrl07GjNmDO3cuZOKiopapVFfX09eXl6shrGxMSUlJdGaNWsoJyen1XGZN28eqyESiahnz540b948OnfuXKv6U6VSSdnZ2SQWi1kdR0dHGjNmDO3atYuKi4tbpVFbW6uWrhKJhKKjo2n58uV069atV5ZVhUJBtbW19OOPP7IaAMjT05OmTZtGx44de2U5UWm8ePGCLWcAyMLCgoYOHUpbt25tscwrlUpWo6qqSi0+qr5x1apVdO/evRY16uvrqaamhiorK2nChAmshlgsppCQEPr888/pypUrzaaJyo+6ujqqqamhd955h9XQ0dGhqKgoWrZsWZNtQH19PVVVVVFpaSkVFBTQs2fP6OHDh+Tr66uWrm+88QZNmTKFDh48SHK5vMV0/acAcJFa+Wz4rz+cthRe9wfXcePGUVRUFO3cuZPXQ1tBQQEFBATQli1bON+Uq1i2bBlZW1vT7NmzeT1wlZSUkJeXF1laWtKUKVPoypUrnDV27drFNgATJkyg06dPc7qJUSgU1Lt3bwJAdnZ2NHnyZDp79iwnjdOnT5Oenh4BIA8PD5ozZw7nh9jk5GS24gYFBdHy5cvp8ePHrba/dOkSOTk5EQDS0tKi2NhY2rRpU6sadxVz5sxhfdDT06OBAwfSjh07Wt14/PXXX2odnqGhIb399tu0Z8+eVne8y5cvV+t4jYyMaMiQIbRnz55W+VFaWkpdu3ZVawhNTExo2LBhtHv37lbdzGzYsIHMzMzUNKysrGjUqFG0b9++VsVFVaYah/bt29MHH3xAx44de2Wd3b9/P9na2qrZqx6EU1NTW+xcVAwZMkTDB2NjY3rzzTdp8+bNr7w5/OOPP8jZ2VlDw8vLi2bMmEFnzpx5ZdvxySefkI6Ojpq9oaEh9e/fnzZu3EjPnz9v0f7p06fUqVMnDR+8vb1p5syZdPbs2Vf6sHLlSjIyMlKzNzIyogEDBtD333//ygEBpVKpUaYap0NmZibV1dW1qLFz506ytLTUSIekpCT67rvv6OnTpy3aExH1799fw4dOnTrR1KlT6fjx46+8QT5z5gzbRnC96VExdepUDR+cnZ1p/Pjx9NNPP1FZWVmL9vfu3SM3Nzc1e7FYTMHBwZSamkoXL158ZblesmSJWhsBgCwtLentt9+mTZs2UV5eXov25eXl5OPjoxEPHx8f+uijj+jo0aOvbP/T0tLIxMREzV5PT49iYmJo2bJlrUrLiIgIDR+cnJxo9OjRtG3btle2MxkZGRpthEgkoh49etDs2bPp3Llzr/Rh5MiRGj4YGRlRYmIirV69+pXl8vLly022Ec7OzjR27FjasWPHK8vljBkzSFtbW6Ot8/Pzo5kzZ9KZM2datM/NzSVXV1cNH3R0dCg8PJw+//xzunXrVosaX375JRkaGmpo6Ovrk1QqpRUrVrxysKp9+/Ya9gDIwMCA4uLiaNWqVfTkyZNm7devX0/6+vpNaujq6lJ0dDQtXbq0xYfHptrKxmUjMDCQUlJSmr3XOnDgAIlEomY1AJC7uztNmjSJDh8+3GRdjYmJIYZhWtQwMzOjt956izZu3KgxCXPz5k3S0tJq0f7lduPmzZtqGhMnTnxlPFTBxcWFJk6cSPv372f7ErlcTlpaWq+MR+M8TkhIoP/85z9sn/bFF1+oPXS/KjAMQwEBAZSSkkKXLl0iIiJHR8dWx0MV3Nzc6IMPPqCMjAxKT0/nFA9VcHBwoLFjx9KePXuoV69evDRcXV1p8uTJtGLFCs5xaFyHIyMjKS0tjffEUmsAhwdXYY9rG7h//z6OHTuGsWPHYvTo0Xj27Bkn+3v37uH8+fNITk5Gly5dcPjwYc4+3Lx5E3l5eVi4cCG6dOmCFStWoL6+vtX2ZWVleP78OQoKCrBixQrExcXhyy+/5LSXICcnBwBQWFiItWvXYvLkyVi5cmWr93rU1dXhyZMnABrW269duxZz585Fenp6q9fvP378mP2927dv4+uvv0ZKSgpOnjzZ6nioln0ADUunFi9ejJkzZ+LGjRutss/Ly0NxcTGAhiW7hw4dwqxZs/Dxxx/j8ePHrdJo/FtVVVXYtWsXpk2bhunTpyM/P/+V9iUlJXj06BH7d0VFBdLT0/Hxxx9j7ty5KCkpeaXGrVu31PK/vLwcP/74I1JSUvDll1+ioqKiRfuamhrcvn1b7b3S0lJs374dq1evxvfff//K8vXo0SMNX/Pz87Fv3z7s2LEDR44ceWXZuHbtmsZ7OTk5OHXqFE6ePIk7d+60aF9QUIDnz5+rvUdEuHbtGv5Pe/ceVWWd7gH8+wBbROIibtyoaF7QZaSYDqPNNF6yvHTUvNVopWI66VqjkzU1pdN0gjOrzqpjNa6h5eSUa7TSLp4uLo9jOoJZeSHBUkSQq1cGEeI+gBue8wcbBhGF/dsm74rvZy0W+315n99+9t6//b7vs9/fb5OcnIzk5GSUl5dft420tLSr1pWVleH48eNITU29os+1pry8vNW+k52djZMnTyIjI6PN1zQrK+uq57uiogJpaWlIT09Hdnb2dZ/L2tpaZGdnXzOH9PR0lJaWXjeHs2fPXjW3qLy8HOnp6Th16lTTPuR6WvYpADh9+jSys7ORl5fX5tylwsLCq/KsqKjAmTNncP78+Xa9v7Kysq5aV1BQ0PTeb6tfl5WVXXU/1dXVKC4uRlVVVbv2mTk5OVetq6yshNPphM1ma3PIWk1NDfLz869YV19fD1WFn58fQkJC2hwKeO7cuVaPM/7+/nA4HG0ONRMRnD59+qr13bp1Q1hYGAYNGtTm8L2ioqKr5t/5+vqiZ8+eiIiIQJ8+fa4bD6DV91ZwcDBuvfVWDB8+vM2hlWVlZVe9/2w2G3r16oWhQ4fitttuazOH5vvrRgEBAejXrx+GDx8Oh8Nx3fiamhoUFBRctT40NBSDBg3CyJEj2xw+2Nrr6ePjg7CwMAwZMqTNx6Gqrb6H/fz8EB4ejsjISPTv3/+6bRQVFbV6bGl8LoYNG4bevXtft41rnYMFBwdj4MCBiIqKQlhY2DXjnU7nNedjBgUFNbXRnr7VmoCAAAwaNAgjRozA4MGDW93G29v7unMfbTYbBg0ahKioKIwcOfKa79W2jo99+/bFbbfdhujoaAQEBFyVQ3vOI4ODgzF48GCMGDECAwYMuOrv7ZnD6eXlhf79+2Po0KEYMWJE05BoHx8fOJ3Odp8DNvb322+/HXa7vWm9O/M3G/vroEGDmvprXV2dW3NRRQQOhwN9+/bFwIED4eXl5dbjaNSzZ0+Eh4dj4MCBUFWjNvz9/REcHAy73W40n7ZPnz5Yvnw5nn/+eTzyyCMeTWO7odpb4XbEj9WvuO7Zs0ezs7ONh6bm5OTonj17NDU1VYuLi43a+fDDD3Xbtm2alZVl9GlIaWmpPvvss/rhhx+6dXWxuU8++USfeOIJ/fTTT42GyNbV1enixYt1zZo1+o9//MNoeOvBgwf17rvv1hdffFEPHz5sdAV7+fLlOm3aNH399dfdHlaqqlpQUKB9+/bVWbNmaXx8fLuGwLT0xhtvaEhIiM6dO1fXr1+vp06dcnsY4E9/+lPt0aOH/vKXv9QNGza4PZzx2LFjKiLqcDh0wYIFunnzZreH8T399NNXfJL62WeftXklqLnKysqmKxmjRo3S559/vt3Dmxpt3bq16ZPy6dOn61/+8he3RiiGVnAAABWGSURBVCU0DrsGGoZ7rVixQnft2uXW0OnGYbre3t46YcIEfe211zQzM7Pd8aqqCxYsUKBhNMKyZct0x44dbr1Hzp49q126dFEvLy8dP368vvrqq3rq1Cm3cnj22Webcli+fLnbOZSVlWlISIh6e3vrxIkT9fXXX2/XFbHm4uPjFWgYqvbrX/9aP//8c7eGETYO/bbZbDpp0iSNj493e5TKp59+2tQfHn/8cd27d6/bo23Gjx+vNptNp0yZouvXr2/Xld7mGvtUv379dNWqVbpv3742rza3FBMToz4+Pjp58mRdv369Xrhwwa34/Px89fX11d69e+vKlSs1MTHR7Rzi4uJURHTcuHG6bt06t48///rXvzQsLExDQkJ06dKlRlNe3n33XQUahqa++OKLmp6e7lZ8fX29jh49Wrt27apz5szRLVu2uD2FKCkpqalfP/HEE/rVV1+5fSxvHC5455136tq1a90aTqqqevHiRfXz81NfX1+dNWuWvvPOO24PH3/11VcVgIaEhOiSJUt0586dbr0ely9f1sjIyKarTY8//rju37/frX3+nj17rriK99RTT+nBgwfb/XxWVFQ07W+Bhqvvq1atciuPEydOaGBgYFMbdrtdf/WrX7W7f5aXl2taWpr+/Oc/b2rDz89PZ8+ere+++267RnDl5eVpenq6xsXFXXH17M4779RXXnmlzWNQdXW1njhxQjMyMjQ5OfmKETvh4eH6m9/8RhMSEq77nj9//ryePHlST506pTk5OXr//fc3teHr66szZszQjRs3XnPUUX19vaampmp6erpmZmZqbm6uvvfee1c8nqioKH3hhRf06NGjrZ4nFRYW6okTJ5rayMnJ0aysLA0NDb3i9VmyZIlu37691WNaenq6pqWlaUZGhmZlZWlOTo6ePn1ap02bdsXjmT59ur711ltXjR4qKSnR1NTUpuciKytLc3Nz9cyZM7py5corrl5PnDhR161bd9VUnOzs7KbH0dhGYx7NR2x4e3vr3XffrX/605+uOO+rqqrStLQ0zcrK0jNnzmh+fr4WFRVpeXm51tTU6D333NPUxoABA/Tpp592631zI4BDhamzMf3woDl3T7xaqqioMB7y3SgnJ8ejNkpKSjQ5OdmjHc6BAwf022+/NW7D6XTqhg0b3J5n1VxSUpJu3LjR7RPq5tatW6c7duwwnqORm5vb7iHB1/K3v/1N33vvvXbPbWqptLRUY2NjNSkpyfj12LFjh77zzjt66dIlo/jLly/rK6+8YjSPsdGhQ4d0y5Ytxs+DasMwvpSUFOPXIjMzU7du3er2CXlzH3/88TVPktqjqKjI4xwSExM1OTnZOIfGuWKevBYpKSken9h89NFHbn8g1lxmZqbu2bPHo+9W2L59u9sfoDRXWFioH3zwgdH3ETTatWuXHjp0yPi5rK6u1vj4eLfnfDeXmJio77//vlsfLjZXX1+vf/zjHz16PY4cOeLxCfMzzzyjv//9743fHwUFBTp8+HB95pln9PDhw0ZtvPnmmx59oKPa8OFxUFCQPvzww+2eXtOS0+nUyMhInThxosbHx193iPT1xMXF6ZAhQ3T16tWalJRk9Jzk5uZqjx499OGHH9aPPvrI+P0ydepU/cUvfqFr1641ft++/fbb2r9/f33yySfd/mCkUWZmptrtdl24cKFu27bN6PGUlpZqnz59dM6cObp582ajiz6FhYXqcDh07ty5xm188803OnToUH3uuec8Or56yp3CVdTNS883U3R0tB45cqSj0yAiIiKiH7Ha2lrYbDbjb4gGGr7tul+/fh4Nq8zPz0dISIjxt3YDDf+Cpqqq6ophsybOnz+P3r17e/ScFBUVISAgwPib0IGGYceFhYVtDp1vyz//+U84HA6PH09gYKBH/72hrKwMNpvN6JueG33//ffw8/Mz/kZyoKGfdOvWzTj+RhGRZFWNbte2LFyJiIiIiIjoZnOncLXITFsiIiIiIiKi1rFwJSIiIiIiIktj4UpERERERESWxsKViIiIiIiILI2FKxEREREREVkaC1ciIiIiIiKyNBauREREREREZGksXImIiIiIiMjSbkjhKiJTRSRDRLJEZHUrf/cVkQ9cfz8sIv1vxP0SERERERHRj5/HhauIeAN4A8B9ACIBPCQikS02Wwrge1WNAPA6gJc9vV8iIiIiIiLqHG7EFdfRALJUNUdVawG8D2Bmi21mAtjkur0NwD0iIjfgvjvMxYsXkZKS4lEbX3/9NQoLC43jCwsL8fXXX3uUQ0pKCs6cOWMcX1FRgYSEBNTX1xu3kZaWhlOnThnHO51OJCQkoKqqyriN3NxcfPfdd8bxALB//34UFxcbx+fn5+PQoUMe5ZCUlIQLFy4Yx5eUlGDfvn0e5XD8+HFkZ2cbx1dXV2Pv3r2ora01biMzMxOpqanG8aqKxMRElJaWGrdx7tw5HDlyxDgeAA4cOICCggLj+EuXLuHLL7/0KIejR48iLy/POL6yshIJCQmoq6szbiM9PR3p6enG8XV1dUhISEBlZaVxG3l5eTh69KhxPAB8+eWXuHTpknF8QUEBDh486FEOR44cwblz54zjS0tLkZiY6FEOqampyMzMNI6vqanB3r17UVNTY9xGdnY2jh07ZhwPAPv27UNJSYlx/IULF5CUlORRDocOHUJ+fr5xfHFxMfbv3+9RDseOHUNOTo5xfOM+wpPziMzMTKSlpRnH34jziLNnzyI5Odk4HgC++uorj/YRhYWFOHDggEc5eHpeWFZWhoSEBKiqcRuexDa6fPmyx214cg4ANJxTlZeXe9RGTk4OnE6ncXxlZaVH54WWo6oe/QB4AMBbzZYXAohvsU0qgPBmy9kA7G21/ZOf/EStavz48QpAi4qKjOJTUlIUgC5atMg4h5iYGAWgKSkpRvEFBQVqs9l07NixxjnExsYqAN22bZtRvNPpVLvdrv369TPOYdOmTQpA165da9zGyJEj1c/PT8vKyoziv/jiCwWgK1euNM5h9uzZKiKakZFhFJ+Xl6deXl46bdo04xx++9vfKgDdvXu3UXxVVZUGBARoZGSkcQ5//vOfFYBu2LDBuI2IiAgNDg7Wmpoao/gdO3YoAF2zZo1xDvfee696e3vruXPnjOJTU1MVgM6fP984h8cee0wB6KFDh4zii4uL1dfXV8eMGWOcw0svvaQAdOvWrUbxdXV1GhYWpr169dK6ujqjNrZs2aIA9KWXXjKKV1UdM2aM+vr6anFxsVH8wYMHFYA+9thjxjnMnz9fAWhqaqpR/Llz59Tb21snTZpknMPq1asVgO7YscMovqamRoODgzUiIsI4hzfffFMBaHx8vHEbkZGRGhAQoFVVVUbxu3fvVgD61FNPGecwbdo09fLy0tzcXKP4jIwMBaBz5swxzmHFihUKQL/44guj+LKyMvXz89ORI0ca57B27VoFoJs2bTJuo2/fvmq329XpdBrFb9u2TQFobGyscQ5jx45Vm82mBQUFRvHJyckKQGNiYoxzWLhwocfnhT4+Pjpu3DjjHF544QUFoB9//LFxG7W1tXr77bfra6+9prW1tUZt/PWvf9XBgwfr5s2btb6+3qiNqKgoHTVqlO7atcsoPiEhQX18fHTKlCl6/PhxozZmzpyp3bt31xUrVhjVHJmZmerl5aXDhg3TnTt3GuXwQwNwRNtZd3rHxsZ6VPjGxcXdDiAiNjZ2u2t5BIA+sbGxf2+2zQoA78bGxpa5llcB+GtsbOy/WrYnIsvi4uLejIuLW2az2Xo/+eSTHuX3QwkICEBERASmTJkCb29vt+PtdjvKysowf/58DBgwwCiHoKAgBAUF4ZFHHjHKwd/fH7W1tZg5cyYiI1uO7m6fHj16QFWxdOlS+Pn5uR3v5eUFX19fTJgwAdHR0UY5hIaGorKyEo8++ih69Ohh1Ia/vz+ioqJw7733GudQWlqKBQsWIDw83KiNoKAgOBwOzJs3DyYDEoKCglBVVYW5c+diyJAhRjmEhITAZrPh0UcfRZcuXdyOt9ls8PLywuTJk3HHHXcY5RAaGorq6mosWbIEQUFBRm34+/tj9OjRGDt2rFG8w+FASUkJYmJiEBYWZtRGYGAg+vfvj9mzZxvFh4SEoKKiAvPmzcPAgQON2ujevTtuueUWLFq0CD4+Pm7H+/n5oa6uDjNmzMCwYcOMcrDb7XA6nVi6dCn8/f3djhcR+Pn5YezYsRgzZoxRDmFhYSgrK8PixYsRGhpq1MYtt9yCyMhITJ061Si+cR/x0EMP4dZbbzVqIzg4GHa7HQ899BC8vNwfMBUYGIjq6mrMmjULQ4cONcrBbrdDRLBkyRJ07drV7Xhvb2/4+Phg0qRJGDVqlFEODocDVVVVWLx4Mbp3727Uhr+/P0aNGoUJEyYY59C4z+/Tp49RG4GBgQgPD8cDDzxgtM8PDg5GZWUlHnzwQURERBjlEBISgq5duyImJgY2m83teF9fX6gq7rvvPkRFRRnl4HA4UFNTg5iYGAQGBhq10bVrV9x111342c9+ZhTfq1cvlJaWYuHChXA4HEZtNJ4Xzpgxwyi+R48eKC8vx7x584zPC7t37+7xeeHly5dx//33G58X2u12qCoWL16Mbt26GbXh7e2NyZMnY9q0aUaPA2jY5y5atAjjxo0zen8BwODBg/G73/3OuG83nov84Q9/MN5P+Pv7IyYmBsuWLTM6hvr7+2PgwIF4+eWXMXz4cKMcfmhxcXH5sbGxG9qzraiHl+NF5GcAYlV1imt5DQCo6n832+Zz1zYHRcQHwD8BhGobdx4dHa2eDrUjIiIiIiIi6xGRZFVt19WrGzHH9RsAg0VkgIh0ATAfwPYW22wHEOO6/QCAhLaKViIiIiIiIiIAcH/sWAuq6hSRlQA+B+ANYKOqnhCR/0LDmOXtAN4G8I6IZAEoRkNxS0RERERERNQmjwtXAFDVnQB2tlj3n81uVwN48EbcFxEREREREXUuN2KoMBEREREREdEPhoUrERERERERWRoLVyIiIiIiIrI0Fq5ERERERERkaSxciYiIiIiIyNJYuBIREREREZGlsXAlIiIiIiIiS2PhSkRERERERJbGwpWIiIiIiIgsjYUrERERERERWRoLVyIiIiIiIrI0Fq5ERERERERkaSxciYiIiIiIyNJYuBIREREREZGlsXAlIiIiIiIiS2PhSkRERERERJbGwpWIiIiIiIgsjYUrERERERERWRoLVyIiIiIiIrI0Fq5ERERERERkaSxciYiIiIiIyNJYuBIREREREZGlsXAlIiIiIiIiS2PhSkRERERERJbGwpWIiIiIiIgsjYUrERERERERWRoLVyIiIiIiIrI0Fq5ERERERERkaSxciYiIiIiIyNJYuBIREREREZGlsXAlIiIiIiIiS2PhSkRERERERJbm40mwiPwPgBkAagFkA3hUVUta2S4PQDmAOgBOVY325H6JiIiIiIio8/D0iuseAMNUNQrAKQBrrrPt3ap6B4tWIiIiIiIicodHhauq7lZVp2vxEIBwz1MiIiIiIiIi+rcbOcd1CYC/X+NvCmC3iCSLyLIbeJ9ERERERET0I9fmHFcR+QeAsFb+9Jyqfuba5jkATgDvXaOZu1T1goj0BLBHRNJVdf817m8ZgGUA0K9fv3Y8BCIiIiIiIvoxa7NwVdV7r/d3EYkBMB3APaqq12jjguv3RRH5BMBoAK0Wrqq6AcAGAIiOjm61PSIiIiIiIuo8PBoqLCJTATwL4H5VrbrGNv4iEtB4G8BkAKme3C8RERERERF1Hp7OcY0HEICG4b/fishfAEBEeovITtc2DgBfich3AJIA/J+q7vLwfomIiIiIiKiT8Oj/uKpqxDXWXwDwH67bOQBGeHI/RERERERE1HndyG8VJiIiIiIiIrrh5Brfp2QJIlII4HRH53EddgCXOjoJohbYL8lq2CfJitgvyYrYL8lqfug+eauqhrZnQ0sXrlYnIkdUNbqj8yBqjv2SrIZ9kqyI/ZKsiP2SrMZKfZJDhYmIiIiIiMjSWLgSERERERGRpbFw9cyGjk6AqBXsl2Q17JNkReyXZEXsl2Q1lumTnONKRERERERElsYrrkRERERERGRpLFwNichUEckQkSwRWd3R+VDnJCIbReSiiKQ2WxciIntEJNP1u3tH5kidi4j0FZFEETkpIidEZJVrPfsldRgR6SoiSSLynatfxrnWDxCRw65++YGIdOnoXKlzERFvETkqIjtcy+yT1KFEJE9EjovItyJyxLXOEsdwFq4GRMQbwBsA7gMQCeAhEYns2Kyok/obgKkt1q0GsFdVBwPY61omulmcAJ5S1dsA3AlghWv/yH5JHakGwERVHQHgDgBTReROAC8DeN3VL78HsLQDc6TOaRWAk82W2SfJCu5W1Tua/RscSxzDWbiaGQ0gS1VzVLUWwPsAZnZwTtQJqep+AMUtVs8EsMl1exOAWTc1KerUVDVfVVNct8vRcELWB+yX1IG0QYVr0eb6UQATAWxzrWe/pJtKRMIBTAPwlmtZwD5J1mSJYzgLVzN9AJxttnzOtY7IChyqmg80FBEAenZwPtRJiUh/ACMBHAb7JXUw15DMbwFcBLAHQDaAElV1ujbhsZxutj8BeAZAvWu5B9gnqeMpgN0ikiwiy1zrLHEM9+mIO/0RkFbW8euZiYhcROQWAP8L4AlVLWu4kEDUcVS1DsAdIhIM4BMAt7W22c3NijorEZkO4KKqJovIhMbVrWzKPkk3212qekFEegLYIyLpHZ1QI15xNXMOQN9my+EALnRQLkQtFYhILwBw/b7YwflQJyMiNjQUre+p6seu1eyXZAmqWgJgHxrmYAeLSOOH+DyW0810F4D7RSQPDVPOJqLhCiz7JHUoVb3g+n0RDR/yjYZFjuEsXM18A2Cw65vfugCYD2B7B+dE1Gg7gBjX7RgAn3VgLtTJuOZovQ3gpKq+1uxP7JfUYUQk1HWlFSLiB+BeNMy/TgTwgGsz9ku6aVR1jaqGq2p/NJxHJqjqI2CfpA4kIv4iEtB4G8BkAKmwyDFcVDkCwYSI/AcaPhnzBrBRVV/s4JSoExKRrQAmALADKADwAoBPAXwIoB+AMwAeVNWWX+BE9IMQkV8A+BLAcfx73tbv0TDPlf2SOoSIRKHhC0W80fCh/Yeq+l8iMhANV7tCABwFsEBVazouU+qMXEOFn1bV6eyT1JFc/e8T16IPgC2q+qKI9IAFjuEsXImIiIiIiMjSOFSYiIiIiIiILI2FKxEREREREVkaC1ciIiIiIiKyNBauREREREREZGksXImIiIiIiMjSWLgSERERERGRpbFwJSIiIiIiIktj4UpERERERESW9v/6YNDMmoA05QAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1152x432 with 1 Axes>" ] @@ -498,12 +820,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/latex": [ "$\\displaystyle - \\frac{\\omega_{0} - 2}{6 \\omega_{0}}$" ], @@ -513,7 +835,7 @@ " 6⋅ω₀ " ] }, - "execution_count": 8, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -526,12 +848,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ "$\\displaystyle - \\frac{1}{9} - \\frac{1}{3 \\omega_{1}} + \\frac{5}{9 \\omega_{0}}$" ], @@ -541,7 +863,7 @@ " 9 3⋅ω₠9⋅ω₀" ] }, - "execution_count": 9, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -567,7 +889,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.6.9" } }, "nbformat": 4, diff --git a/doc/notebooks/05_tutorial_modifying_method_smagorinsky.ipynb b/doc/notebooks/05_tutorial_modifying_method_smagorinsky.ipynb index 6f38be9d9c9bde40bb1c4e62dbe2094f1a32752a..20e1653b9692f9488ad55a36113cf52d0e70be9c 100644 --- a/doc/notebooks/05_tutorial_modifying_method_smagorinsky.ipynb +++ b/doc/notebooks/05_tutorial_modifying_method_smagorinsky.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -67,14 +67,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/latex": [ - "$$|S| = \\frac{3 \\Pi \\omega}{2}$$" + "$$|S| = \\frac{3 \\Pi}{2} \\omega$$" ], "text/plain": [ " 3⋅Π⋅ω\n", @@ -82,7 +82,7 @@ " 2 " ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -106,7 +106,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -122,7 +122,7 @@ "6â‹…C_S â‹…|S| + 6⋅ν₀ + 1" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -140,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -156,7 +156,7 @@ " 6â‹…C_S â‹…|S| + 6⋅ν₀ + 1" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -176,14 +176,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$$- \\frac{\\tau_{0}}{6 C_{S}^{2}} + \\frac{\\sqrt{72 C_{S}^{2} \\Pi + 4 \\tau_{0}^{2}}}{12 C_{S}^{2}}$$" + "$$- \\frac{\\tau_{0}}{6 C_{S}^{2}} + \\frac{1}{12 C_{S}^{2}} \\sqrt{72 C_{S}^{2} \\Pi + 4 \\tau_{0}^{2}}$$" ], "text/plain": [ " ___________________\n", @@ -194,7 +194,7 @@ " 6â‹…C_S 12â‹…C_S " ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -218,14 +218,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/latex": [ - "$$\\frac{\\tau_{0}}{2} + \\frac{\\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}}{2}$$" + "$$\\frac{\\tau_{0}}{2} + \\frac{1}{2} \\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}$$" ], "text/plain": [ " _________________\n", @@ -235,7 +235,7 @@ "2 2 " ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -254,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -277,14 +277,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/latex": [ - "$$\\left [ \\tau_{0} = \\frac{1}{\\omega_{0}}, \\quad \\Pi = \\sqrt{4 \\left(- f_{5} + f_{6} + f_{7} - f_{8} - u_{0} u_{1}\\right)^{2} + 2 \\left(f_{1} + f_{2} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{1}^{2}\\right)^{2} + 2 \\left(f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{0}^{2}\\right)^{2}}, \\quad \\omega_{total} = \\frac{1}{\\frac{\\tau_{0}}{2} + \\frac{\\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}}{2}}\\right ]$$" + "$$\\left [ \\tau_{0} = \\frac{1}{\\omega_{0}}, \\quad \\Pi = \\sqrt{4 \\left(- f_{5} + f_{6} + f_{7} - f_{8} - u_{0} u_{1}\\right)^{2} + 2 \\left(f_{1} + f_{2} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{1}^{2}\\right)^{2} + 2 \\left(f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{0}^{2}\\right)^{2}}, \\quad \\omega_{total} = \\frac{1}{\\frac{\\tau_{0}}{2} + \\frac{1}{2} \\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}}\\right ]$$" ], "text/plain": [ "⎡ ___________________________________________________________\n", @@ -318,7 +318,7 @@ " 2 ⎦" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -346,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -375,13 +375,13 @@ " <td style=\"border:none\">$0$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", - " <td style=\"border:none\">$3 x^{2} - 2$</td>\n", - " <td style=\"border:none\">$- \\rho + 3 u_{0}^{2}$</td>\n", + " <td style=\"border:none\">$3 x^{2} + 3 y^{2} - 2$</td>\n", + " <td style=\"border:none\">$3 u_{0}^{2} + 3 u_{1}^{2}$</td>\n", " <td style=\"border:none\">$\\omega$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", - " <td style=\"border:none\">$3 y^{2} - 2$</td>\n", - " <td style=\"border:none\">$- \\rho + 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$x^{2} - y^{2}$</td>\n", + " <td style=\"border:none\">$u_{0}^{2} - u_{1}^{2}$</td>\n", " <td style=\"border:none\">$\\omega$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", @@ -390,18 +390,18 @@ " <td style=\"border:none\">$\\omega$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", - " <td style=\"border:none\">$3 x^{2} y - 2 y$</td>\n", - " <td style=\"border:none\">$- u_{1}$</td>\n", + " <td style=\"border:none\">$3 x^{2} y - y$</td>\n", + " <td style=\"border:none\">$0$</td>\n", " <td style=\"border:none\">$1.9$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", - " <td style=\"border:none\">$3 x y^{2} - 2 x$</td>\n", - " <td style=\"border:none\">$- u_{0}$</td>\n", + " <td style=\"border:none\">$3 x y^{2} - x$</td>\n", + " <td style=\"border:none\">$0$</td>\n", " <td style=\"border:none\">$1.9$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", - " <td style=\"border:none\">$9 x^{2} y^{2} - 6 x^{2} - 6 y^{2} + 4$</td>\n", - " <td style=\"border:none\">$\\rho - 3 u_{0}^{2} - 3 u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$9 x^{2} y^{2} - 3 x^{2} - 3 y^{2} + 1$</td>\n", + " <td style=\"border:none\">$0$</td>\n", " <td style=\"border:none\">$1.9$</td>\n", " </tr>\n", "\n", @@ -409,16 +409,16 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fac2928d358>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f6445944b70>" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "method = create_lb_method(method='mrt', stencil='D2Q9', force=(1e-6, 0),\n", + "method = create_lb_method(method='mrt', weighted=True, stencil='D2Q9', force=(1e-6, 0),\n", " relaxation_rates=[0, 0, ω, 1.9, 1.9])\n", "method" ] @@ -432,19 +432,19 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$vel0Term \\leftarrow f_{4} + f_{6} + f_{8}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$vel1Term \\leftarrow f_{1} + f_{5}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\rho \\leftarrow f_{0} + f_{2} + f_{3} + f_{7} + vel0Term + vel1Term$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{0} \\leftarrow - f_{3} - f_{5} - f_{7} + vel0Term + 5.0 \\cdot 10^{-7}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{1} \\leftarrow - f_{2} + f_{6} - f_{7} - f_{8} + vel1Term$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u0Mu1 \\leftarrow u_{0} - u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u0Pu1 \\leftarrow u_{0} + u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$f_{eq common} \\leftarrow 1.0 \\rho - 1.12987012987013 u_{0}^{2} - 1.12987012987013 u_{1}^{2}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\tau_{0} \\leftarrow \\frac{1}{\\omega}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\Pi \\leftarrow \\sqrt{4 \\left(- f_{5} + f_{6} + f_{7} - f_{8} - u_{0} u_{1}\\right)^{2} + 2 \\left(f_{1} + f_{2} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{1}^{2}\\right)^{2} + 2 \\left(f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{0}^{2}\\right)^{2}}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\omega_{total} \\leftarrow \\frac{1}{\\frac{\\tau_{0}}{2} + \\frac{\\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}}{2}}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{0} \\leftarrow - 1.33333333333333 \\cdot 10^{-6} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{1} \\leftarrow - 3.33333333333333 \\cdot 10^{-7} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{2} \\leftarrow - 3.33333333333333 \\cdot 10^{-7} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{3} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(6.66666666666667 \\cdot 10^{-7} u_{0} - 3.33333333333333 \\cdot 10^{-7}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{4} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(6.66666666666667 \\cdot 10^{-7} u_{0} + 3.33333333333333 \\cdot 10^{-7}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{5} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} - 2.5 \\cdot 10^{-7} u_{1} - 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{6} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} + 2.5 \\cdot 10^{-7} u_{1} + 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{7} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} + 2.5 \\cdot 10^{-7} u_{1} - 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{8} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} - 2.5 \\cdot 10^{-7} u_{1} + 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$d_{0} \\leftarrow - 0.266666666666666 f_{0} - 0.633333333333333 f_{5} - 0.633333333333333 f_{6} - 0.633333333333333 f_{7} - 0.633333333333333 f_{8} + 0.560536398467433 f_{eq common} + forceTerm_{0} + \\omega_{total} \\left(- \\frac{4 f_{0}}{9} - \\frac{f_{1}}{9} - \\frac{f_{2}}{9} - \\frac{f_{3}}{9} - \\frac{f_{4}}{9} + \\frac{2 f_{5}}{9} + \\frac{2 f_{6}}{9} + \\frac{2 f_{7}}{9} + \\frac{2 f_{8}}{9} + \\frac{2 \\rho}{9} - \\frac{u_{0}^{2}}{3} - \\frac{u_{1}^{2}}{3}\\right) + 0.0727969348659004 \\rho$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{1} \\leftarrow 0.422222222222222 f_{0} + 0.155555555555556 f_{1} + 0.422222222222222 f_{2} - 0.211111111111111 f_{3} - 0.211111111111111 f_{4} + 0.422222222222222 f_{5} + 0.422222222222222 f_{6} - 0.211111111111111 f_{7} - 0.211111111111111 f_{8} - 0.280268199233716 f_{eq common} + forceTerm_{1} + \\omega_{total} \\left(- \\frac{f_{0}}{6} - \\frac{f_{1}}{3} - \\frac{f_{2}}{3} + \\frac{f_{3}}{6} + \\frac{f_{4}}{6} + \\frac{\\rho}{9} - \\frac{u_{0}^{2}}{3} + \\frac{u_{1}^{2}}{6}\\right) + 0.174712643678161 \\rho + 0.316666666666667 u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{2} \\leftarrow 0.422222222222222 f_{0} + 0.422222222222222 f_{1} + 0.155555555555556 f_{2} - 0.211111111111111 f_{3} - 0.211111111111111 f_{4} - 0.211111111111111 f_{5} - 0.211111111111111 f_{6} + 0.422222222222222 f_{7} + 0.422222222222222 f_{8} - 0.280268199233716 f_{eq common} + forceTerm_{2} + \\omega_{total} \\left(- \\frac{f_{0}}{6} - \\frac{f_{1}}{3} - \\frac{f_{2}}{3} + \\frac{f_{3}}{6} + \\frac{f_{4}}{6} + \\frac{\\rho}{9} - \\frac{u_{0}^{2}}{3} + \\frac{u_{1}^{2}}{6}\\right) + 0.174712643678161 \\rho - 0.316666666666667 u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{3} \\leftarrow 0.422222222222222 f_{0} - 0.211111111111111 f_{1} - 0.211111111111111 f_{2} + 0.155555555555556 f_{3} + 0.422222222222222 f_{4} + 0.422222222222222 f_{5} - 0.211111111111111 f_{6} + 0.422222222222222 f_{7} - 0.211111111111111 f_{8} - 0.280268199233716 f_{eq common} + forceTerm_{3} + \\omega_{total} \\left(- \\frac{f_{0}}{6} + \\frac{f_{1}}{6} + \\frac{f_{2}}{6} - \\frac{f_{3}}{3} - \\frac{f_{4}}{3} + \\frac{\\rho}{9} + \\frac{u_{0}^{2}}{6} - \\frac{u_{1}^{2}}{3}\\right) + 0.174712643678161 \\rho - 0.316666666666667 u_{0}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{4} \\leftarrow 0.422222222222222 f_{0} - 0.211111111111111 f_{1} - 0.211111111111111 f_{2} + 0.422222222222222 f_{3} + 0.155555555555556 f_{4} - 0.211111111111111 f_{5} + 0.422222222222222 f_{6} - 0.211111111111111 f_{7} + 0.422222222222222 f_{8} - 0.280268199233716 f_{eq common} + forceTerm_{4} + \\omega_{total} \\left(- \\frac{f_{0}}{6} + \\frac{f_{1}}{6} + \\frac{f_{2}}{6} - \\frac{f_{3}}{3} - \\frac{f_{4}}{3} + \\frac{\\rho}{9} + \\frac{u_{0}^{2}}{6} - \\frac{u_{1}^{2}}{3}\\right) + 0.174712643678161 \\rho + 0.316666666666667 u_{0}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{5} \\leftarrow - 0.211111111111111 f_{0} + 0.422222222222222 f_{1} - 0.211111111111111 f_{2} + 0.422222222222222 f_{3} - 0.211111111111111 f_{4} + 0.630555555555556 f_{5} - 0.0527777777777778 f_{6} - 0.0527777777777778 f_{7} + 0.263888888888889 f_{8} + 0.140134099616858 f_{eq common} + forceTerm_{5} + \\omega_{total} \\left(\\frac{f_{0}}{6} - \\frac{5 f_{5}}{12} + \\frac{f_{6}}{12} + \\frac{f_{7}}{12} - \\frac{5 f_{8}}{12} - \\frac{\\rho}{18} + \\frac{u0Mu1^{2}}{8} + \\frac{u_{0}^{2}}{24} + \\frac{u_{1}^{2}}{24}\\right) - 0.0873563218390804 \\rho + 0.158333333333333 u0Mu1$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{6} \\leftarrow - 0.211111111111111 f_{0} + 0.422222222222222 f_{1} - 0.211111111111111 f_{2} - 0.211111111111111 f_{3} + 0.422222222222222 f_{4} - 0.0527777777777778 f_{5} + 0.630555555555556 f_{6} + 0.263888888888889 f_{7} - 0.0527777777777778 f_{8} + 0.140134099616858 f_{eq common} + forceTerm_{6} + \\omega_{total} \\left(\\frac{f_{0}}{6} + \\frac{f_{5}}{12} - \\frac{5 f_{6}}{12} - \\frac{5 f_{7}}{12} + \\frac{f_{8}}{12} - \\frac{\\rho}{18} + \\frac{u0Pu1^{2}}{8} + \\frac{u_{0}^{2}}{24} + \\frac{u_{1}^{2}}{24}\\right) - 0.0873563218390804 \\rho - 0.158333333333333 u0Pu1$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{7} \\leftarrow - 0.211111111111111 f_{0} - 0.211111111111111 f_{1} + 0.422222222222222 f_{2} + 0.422222222222222 f_{3} - 0.211111111111111 f_{4} - 0.0527777777777778 f_{5} + 0.263888888888889 f_{6} + 0.630555555555556 f_{7} - 0.0527777777777778 f_{8} + 0.140134099616858 f_{eq common} + forceTerm_{7} + \\omega_{total} \\left(\\frac{f_{0}}{6} + \\frac{f_{5}}{12} - \\frac{5 f_{6}}{12} - \\frac{5 f_{7}}{12} + \\frac{f_{8}}{12} - \\frac{\\rho}{18} + \\frac{u0Pu1^{2}}{8} + \\frac{u_{0}^{2}}{24} + \\frac{u_{1}^{2}}{24}\\right) - 0.0873563218390804 \\rho + 0.158333333333333 u0Pu1$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{8} \\leftarrow - 0.211111111111111 f_{0} - 0.211111111111111 f_{1} + 0.422222222222222 f_{2} - 0.211111111111111 f_{3} + 0.422222222222222 f_{4} + 0.263888888888889 f_{5} - 0.0527777777777778 f_{6} - 0.0527777777777778 f_{7} + 0.630555555555556 f_{8} + 0.140134099616858 f_{eq common} + forceTerm_{8} + \\omega_{total} \\left(\\frac{f_{0}}{6} - \\frac{5 f_{5}}{12} + \\frac{f_{6}}{12} + \\frac{f_{7}}{12} - \\frac{5 f_{8}}{12} - \\frac{\\rho}{18} + \\frac{u0Mu1^{2}}{8} + \\frac{u_{0}^{2}}{24} + \\frac{u_{1}^{2}}{24}\\right) - 0.0873563218390804 \\rho - 0.158333333333333 u0Mu1$$</td> </tr> </table>" + "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$vel0Term \\leftarrow f_{4} + f_{6} + f_{8}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$vel1Term \\leftarrow f_{1} + f_{5}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\rho \\leftarrow f_{0} + f_{2} + f_{3} + f_{7} + vel0Term + vel1Term$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{0} \\leftarrow - f_{3} - f_{5} - f_{7} + vel0Term + 5.0 \\cdot 10^{-7}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{1} \\leftarrow - f_{2} + f_{6} - f_{7} - f_{8} + vel1Term$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u0Mu1 \\leftarrow u_{0} - u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u0Pu1 \\leftarrow u_{0} + u_{1}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$f_{eq common} \\leftarrow 1.0 \\rho - 1.57894736842105 u_{0}^{2} - 1.57894736842105 u_{1}^{2}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\tau_{0} = \\frac{1}{\\omega}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\Pi = \\sqrt{4 \\left(- f_{5} + f_{6} + f_{7} - f_{8} - u_{0} u_{1}\\right)^{2} + 2 \\left(f_{1} + f_{2} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{1}^{2}\\right)^{2} + 2 \\left(f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\rho}{3} - u_{0}^{2}\\right)^{2}}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\omega_{total} = \\frac{1}{\\frac{\\tau_{0}}{2} + \\frac{1}{2} \\sqrt{18 C_{S}^{2} \\Pi + \\tau_{0}^{2}}}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{0} \\leftarrow - 1.33333333333333 \\cdot 10^{-6} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{1} \\leftarrow - 3.33333333333333 \\cdot 10^{-7} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{2} \\leftarrow - 3.33333333333333 \\cdot 10^{-7} u_{0} \\left(- \\frac{\\omega_{total}}{2} + 1\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{3} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(6.66666666666667 \\cdot 10^{-7} u_{0} - 3.33333333333333 \\cdot 10^{-7}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{4} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(6.66666666666667 \\cdot 10^{-7} u_{0} + 3.33333333333333 \\cdot 10^{-7}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{5} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} - 2.5 \\cdot 10^{-7} u_{1} - 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{6} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} + 2.5 \\cdot 10^{-7} u_{1} + 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{7} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} + 2.5 \\cdot 10^{-7} u_{1} - 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{8} \\leftarrow \\left(- \\frac{\\omega_{total}}{2} + 1\\right) \\left(1.66666666666667 \\cdot 10^{-7} u_{0} - 2.5 \\cdot 10^{-7} u_{1} + 8.33333333333333 \\cdot 10^{-8}\\right)$$</td> </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$d_{0} \\leftarrow 0.366666666666667 f_{0} - 1.26666666666667 f_{5} - 1.26666666666667 f_{6} - 1.26666666666667 f_{7} - 1.26666666666667 f_{8} + 0.422222222222222 f_{eq common} + forceTerm_{0} + \\omega_{total} \\left(- \\frac{4 f_{0}}{9} + \\frac{2 f_{1}}{9} + \\frac{2 f_{2}}{9} + \\frac{2 f_{3}}{9} + \\frac{2 f_{4}}{9} + \\frac{8 f_{5}}{9} + \\frac{8 f_{6}}{9} + \\frac{8 f_{7}}{9} + \\frac{8 f_{8}}{9} - \\frac{2 u_{0}^{2}}{3} - \\frac{2 u_{1}^{2}}{3}\\right) + 0.666666666666667 u_{0}^{2} + 0.666666666666667 u_{1}^{2}$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{1} \\leftarrow 0.105555555555556 f_{0} + 0.472222222222222 f_{1} + 0.105555555555556 f_{2} - 0.211111111111111 f_{3} - 0.211111111111111 f_{4} + 1.05555555555556 f_{5} + 1.05555555555556 f_{6} - 0.211111111111111 f_{7} - 0.211111111111111 f_{8} + forceTerm_{1} + \\omega_{total} \\left(\\frac{f_{0}}{6} - \\frac{f_{1}}{6} - \\frac{f_{2}}{6} + \\frac{f_{3}}{3} + \\frac{f_{4}}{3} - 0.111111111111111 f_{eq common} - 0.342105263157895 u_{0}^{2} + 0.157894736842105 u_{1}^{2}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{2} \\leftarrow 0.105555555555556 f_{0} + 0.105555555555556 f_{1} + 0.472222222222222 f_{2} - 0.211111111111111 f_{3} - 0.211111111111111 f_{4} - 0.211111111111111 f_{5} - 0.211111111111111 f_{6} + 1.05555555555556 f_{7} + 1.05555555555556 f_{8} + forceTerm_{2} + \\omega_{total} \\left(\\frac{f_{0}}{6} - \\frac{f_{1}}{6} - \\frac{f_{2}}{6} + \\frac{f_{3}}{3} + \\frac{f_{4}}{3} - 0.111111111111111 f_{eq common} - 0.342105263157895 u_{0}^{2} + 0.157894736842105 u_{1}^{2}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{3} \\leftarrow 0.105555555555556 f_{0} - 0.211111111111111 f_{1} - 0.211111111111111 f_{2} + 0.472222222222222 f_{3} + 0.105555555555556 f_{4} + 1.05555555555556 f_{5} - 0.211111111111111 f_{6} + 1.05555555555556 f_{7} - 0.211111111111111 f_{8} + forceTerm_{3} + \\omega_{total} \\left(\\frac{f_{0}}{6} + \\frac{f_{1}}{3} + \\frac{f_{2}}{3} - \\frac{f_{3}}{6} - \\frac{f_{4}}{6} - 0.111111111111111 f_{eq common} + 0.157894736842105 u_{0}^{2} - 0.342105263157895 u_{1}^{2}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{4} \\leftarrow 0.105555555555556 f_{0} - 0.211111111111111 f_{1} - 0.211111111111111 f_{2} + 0.105555555555556 f_{3} + 0.472222222222222 f_{4} - 0.211111111111111 f_{5} + 1.05555555555556 f_{6} - 0.211111111111111 f_{7} + 1.05555555555556 f_{8} + forceTerm_{4} + \\omega_{total} \\left(\\frac{f_{0}}{6} + \\frac{f_{1}}{3} + \\frac{f_{2}}{3} - \\frac{f_{3}}{6} - \\frac{f_{4}}{6} - 0.111111111111111 f_{eq common} + 0.157894736842105 u_{0}^{2} - 0.342105263157895 u_{1}^{2}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{5} \\leftarrow - 0.0527777777777778 f_{0} + 0.263888888888889 f_{1} - 0.0527777777777778 f_{2} + 0.263888888888889 f_{3} - 0.0527777777777778 f_{4} + 0.155555555555556 f_{5} - 0.211111111111111 f_{6} - 0.211111111111111 f_{7} + 0.422222222222222 f_{8} + forceTerm_{5} + \\omega_{total} \\left(\\frac{f_{0}}{12} - \\frac{f_{5}}{3} + \\frac{f_{6}}{6} + \\frac{f_{7}}{6} - \\frac{f_{8}}{3} + 0.0263888888888889 f_{eq common} - 0.0541666666666667 \\rho + \\frac{u0Mu1^{2}}{8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{6} \\leftarrow - 0.0527777777777778 f_{0} + 0.263888888888889 f_{1} - 0.0527777777777778 f_{2} - 0.0527777777777778 f_{3} + 0.263888888888889 f_{4} - 0.211111111111111 f_{5} + 0.155555555555556 f_{6} + 0.422222222222222 f_{7} - 0.211111111111111 f_{8} + forceTerm_{6} + \\omega_{total} \\left(\\frac{f_{0}}{12} + \\frac{f_{5}}{6} - \\frac{f_{6}}{3} - \\frac{f_{7}}{3} + \\frac{f_{8}}{6} + 0.0263888888888889 f_{eq common} - 0.0541666666666667 \\rho + \\frac{u0Pu1^{2}}{8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{7} \\leftarrow - 0.0527777777777778 f_{0} - 0.0527777777777778 f_{1} + 0.263888888888889 f_{2} + 0.263888888888889 f_{3} - 0.0527777777777778 f_{4} - 0.211111111111111 f_{5} + 0.422222222222222 f_{6} + 0.155555555555556 f_{7} - 0.211111111111111 f_{8} + forceTerm_{7} + \\omega_{total} \\left(\\frac{f_{0}}{12} + \\frac{f_{5}}{6} - \\frac{f_{6}}{3} - \\frac{f_{7}}{3} + \\frac{f_{8}}{6} + 0.0263888888888889 f_{eq common} - 0.0541666666666667 \\rho + \\frac{u0Pu1^{2}}{8}\\right)$$</td> </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{8} \\leftarrow - 0.0527777777777778 f_{0} - 0.0527777777777778 f_{1} + 0.263888888888889 f_{2} - 0.0527777777777778 f_{3} + 0.263888888888889 f_{4} + 0.422222222222222 f_{5} - 0.211111111111111 f_{6} - 0.211111111111111 f_{7} + 0.155555555555556 f_{8} + forceTerm_{8} + \\omega_{total} \\left(\\frac{f_{0}}{12} - \\frac{f_{5}}{3} + \\frac{f_{6}}{6} + \\frac{f_{7}}{6} - \\frac{f_{8}}{3} + 0.0263888888888889 f_{eq common} - 0.0541666666666667 \\rho + \\frac{u0Mu1^{2}}{8}\\right)$$</td> </tr> </table>" ], "text/plain": [ - "Equation Collection for d_0,d_1,d_2,d_3,d_4,d_5,d_6,d_7,d_8" + "Assignment Collection for d_0,d_1,d_2,d_3,d_4,d_5,d_6,d_7,d_8" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -467,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -484,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -494,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -503,7 +503,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -512,33 +512,31 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/latex": [ - "$$0.04990773645161563$$" + "$$2.51715274224e-06$$" ], "text/plain": [ - "0.04990773645161563" + "2.51715274224e-06" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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+ "image/png": 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\n", "text/plain": [ - "<Figure size 1152x432 with 1 Axes>" + "<matplotlib.figure.Figure at 0x7f644328bef0>" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -558,7 +556,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -586,13 +584,13 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/latex": [ - "$$\\frac{\\rho u_{0}^{2} {\\partial^{(1)}_{0} u_{1}} + 2 \\rho u_{0} u_{1} {\\partial^{(1)}_{0} u_{0}} + 2 \\rho u_{0} u_{1} {\\partial^{(1)}_{1} u_{1}} + \\rho u_{1}^{2} {\\partial^{(1)}_{1} u_{0}} - \\frac{\\rho {\\partial^{(1)}_{1} u_{0}}}{3} - \\frac{\\rho {\\partial^{(1)}_{0} u_{1}}}{3} + u_{0}^{2} u_{1} {\\partial^{(1)}_{0} \\rho} + u_{0} u_{1}^{2} {\\partial^{(1)}_{1} \\rho}}{\\omega_{0}}$$" + "$$\\frac{1}{\\omega_{0}} \\left(\\rho u_{0}^{2} {\\partial^{(1)}_{0} u_{1}} + 2 \\rho u_{0} u_{1} {\\partial^{(1)}_{0} u_{0}} + 2 \\rho u_{0} u_{1} {\\partial^{(1)}_{1} u_{1}} + \\rho u_{1}^{2} {\\partial^{(1)}_{1} u_{0}} - \\frac{\\rho}{3} {\\partial^{(1)}_{1} u_{0}} - \\frac{\\rho}{3} {\\partial^{(1)}_{0} u_{1}} + u_{0}^{2} u_{1} {\\partial^{(1)}_{0} \\rho} + u_{0} u_{1}^{2} {\\partial^{(1)}_{1} \\rho}\\right)$$" ], "text/plain": [ " 2 2 Ïâ‹…D(u_0) \n", @@ -608,7 +606,7 @@ " " ] }, - "execution_count": 18, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -632,7 +630,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -646,7 +644,7 @@ " 3⋅ω₀ 3⋅ω₀ " ] }, - "execution_count": 19, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -664,7 +662,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -682,7 +680,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -696,7 +694,7 @@ "⎠3⋅ω₀ 3⋅ω₀ 3⋅ω₀ 3⋅ω₀ ⎠" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -714,7 +712,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -732,7 +730,7 @@ " 3⋅ω₀ ⎠" ] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -770,7 +768,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.2" + "version": "3.6.9" } }, "nbformat": 4, diff --git a/doc/notebooks/demo_thermalized_lbm.ipynb b/doc/notebooks/demo_thermalized_lbm.ipynb index 5466eb597b327d529b8dd6e853dad52312f2492a..3a83269b5691dfadc18fc2dc94466164dd86b3ae 100644 --- a/doc/notebooks/demo_thermalized_lbm.ipynb +++ b/doc/notebooks/demo_thermalized_lbm.ipynb @@ -94,7 +94,7 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f85c7558eb8>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f91716d3e80>" ] }, "execution_count": 2, @@ -149,12 +149,12 @@ " </tr>\n", "<tr style=\"border:none\">\n", " <td style=\"border:none\">$x^{2}$</td>\n", - " <td style=\"border:none\">$\\frac{\\rho}{3} + u_{0}^{2}$</td>\n", + " <td style=\"border:none\">$0.001 rand_{0} + \\frac{\\rho}{3} + u_{0}^{2}$</td>\n", " <td style=\"border:none\">$1.8$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", " <td style=\"border:none\">$y^{2}$</td>\n", - " <td style=\"border:none\">$\\frac{\\rho}{3} + u_{1}^{2}$</td>\n", + " <td style=\"border:none\">$0.001 rand_{0} + \\frac{\\rho}{3} + u_{1}^{2}$</td>\n", " <td style=\"border:none\">$1.8$</td>\n", " </tr>\n", "<tr style=\"border:none\">\n", @@ -182,7 +182,7 @@ " " ], "text/plain": [ - "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f8600a022b0>" + "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f91716b8cf8>" ] }, "execution_count": 3, @@ -192,7 +192,7 @@ ], "source": [ "def modification_func(moment, equilibrium, relaxation_rate):\n", - " if is_shear_moment(moment):\n", + " if is_shear_moment(moment, dim=method.dim):\n", " equilibrium += random_number_symbols[0] * 0.001\n", " elif get_order(moment) > 2:\n", " equilibrium += random_number_symbols[1] * 0.001\n", @@ -226,8 +226,9 @@ "outputs": [ { "data": { + "image/png": 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\n", "text/latex": [ - "$$\\left [ {{seed}_{C}^{0}} \\leftarrow 1664525 {{seed}_{C}^{0}} + 1013904223, \\quad {{seed}_{C}^{1}} \\leftarrow 1664525 {{seed}_{C}^{1}} + 1013904223, \\quad {{seed}_{C}^{2}} \\leftarrow 1664525 {{seed}_{C}^{2}} + 1013904223, \\quad rand_{0} \\leftarrow \\frac{{{seed}_{C}^{0}}}{4294967295}, \\quad rand_{1} \\leftarrow \\frac{{{seed}_{C}^{1}}}{4294967295}, \\quad rand_{2} \\leftarrow \\frac{{{seed}_{C}^{2}}}{4294967295}, \\quad {{dbg}_{C}} \\leftarrow \\frac{{{seed}_{C}^{0}}}{4294967295}\\right ]$$" + "$\\displaystyle \\left[ {{seed}_{(0,0)}^{0}} \\leftarrow 1664525 {{seed}_{(0,0)}^{0}} + 1013904223, \\ {{seed}_{(0,0)}^{1}} \\leftarrow 1664525 {{seed}_{(0,0)}^{1}} + 1013904223, \\ {{seed}_{(0,0)}^{2}} \\leftarrow 1664525 {{seed}_{(0,0)}^{2}} + 1013904223, \\ rand_{0} \\leftarrow \\frac{{{seed}_{(0,0)}^{0}}}{4294967295}, \\ rand_{1} \\leftarrow \\frac{{{seed}_{(0,0)}^{1}}}{4294967295}, \\ rand_{2} \\leftarrow \\frac{{{seed}_{(0,0)}^{2}}}{4294967295}, \\ {{dbg}_{(0,0)}} \\leftarrow \\frac{{{seed}_{(0,0)}^{0}}}{4294967295}\\right]$" ], "text/plain": [ "⎡ \n", @@ -330,12 +331,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1152x432 with 1 Axes>" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -369,7 +372,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.6.9" } }, "nbformat": 4, diff --git a/lbmpy/creationfunctions.py b/lbmpy/creationfunctions.py index f7e30b3a96797ebb751726cb9c549c6de7b6c47f..477bea98390964fc4b0738babeac356d12fd8b7d 100644 --- a/lbmpy/creationfunctions.py +++ b/lbmpy/creationfunctions.py @@ -17,12 +17,16 @@ General: - ``trt``: two relaxation time, first relaxation rate is for even moments and determines the viscosity (as in SRT), the second relaxation rate is used for relaxing odd moments, and controls the bulk viscosity. (:func:`lbmpy.methods.create_trt`) - - ``mrt``: orthogonal multi relaxation time model, number of relaxation rates depends on the stencil - (:func:`lbmpy.methods.create_mrt_orthogonal`) - - ``mrt3``: three relaxation time method, where shear moments are relaxed with first relaxation rate (and therefore - determine viscosity, second rate relaxes the shear tensor trace (determines bulk viscosity) and last rate relaxes - all other, higher order moments. If two relaxation rates are chosen the same this is equivalent to a KBC type - relaxation (:func:`lbmpy.methods.create_mrt3`) + - ``mrt``: orthogonal multi relaxation time model, relaxation rates are used in this order for : + shear modes, bulk modes, 3rd order modes, 4th order modes, etc. + Requires also a parameter 'weighted' that should be True if the moments should be orthogonal w.r.t. weighted + scalar product using the lattice weights. If `False` the normal scalar product is used. + For custom definition of the method, a 'nested_moments' can be passed. + For example: [ [1, x, y], [x*y, x**2, y**2], ... ] that groups all moments together that should be relaxed with + the same rate. Literature values of this list can be obtained through + :func:`lbmpy.methods.creationfunctions.mrt_orthogonal_modes_literature`. + See also :func:`lbmpy.methods.create_mrt_orthogonal` + - ``mrt3``: deprecated - ``mrt_raw``: non-orthogonal MRT where all relaxation rates can be specified independently i.e. there are as many relaxation rates as stencil entries. Look at the generated method in Jupyter to see which moment<->relaxation rate mapping (:func:`lbmpy.methods.create_mrt_raw`) @@ -184,6 +188,7 @@ from lbmpy.methods.creationfunctions import create_generic_mrt from lbmpy.methods.cumulantbased import CumulantBasedLbMethod from lbmpy.methods.entropic import add_entropy_condition, add_iterative_entropy_condition from lbmpy.methods.entropic_eq_srt import create_srt_entropic +from lbmpy.moments import get_order from lbmpy.relaxationrates import relaxation_rate_from_magic_number from lbmpy.simplificationfactory import create_simplification_strategy from lbmpy.stencils import get_stencil @@ -407,14 +412,19 @@ def create_lb_method(**params): elif method_name.lower() == 'mrt': next_relaxation_rate = [0] - def relaxation_rate_getter(_): + def relaxation_rate_getter(moments): try: + if all(get_order(m) < 2 for m in moments): + return 0 res = relaxation_rates[next_relaxation_rate[0]] next_relaxation_rate[0] += 1 except IndexError: raise ValueError("Too few relaxation rates specified") return res - method = create_mrt_orthogonal(stencil_entries, relaxation_rate_getter, **common_params) + weighted = params['weighted'] if 'weighted' in params else True + nested_moments = params['nested_moments'] if 'nested_moments' in params else None + method = create_mrt_orthogonal(stencil_entries, relaxation_rate_getter, weighted=weighted, + nested_moments=nested_moments, **common_params) elif method_name.lower() == 'mrt_raw': method = create_mrt_raw(stencil_entries, relaxation_rates, **common_params) elif method_name.lower() == 'mrt3': @@ -506,6 +516,8 @@ def update_with_default_parameters(params, opt_params=None, fail_on_unknown_para 'compressible': False, 'equilibrium_order': 2, 'c_s_sq': sp.Rational(1, 3), + 'weighted': True, + 'nested_moments': None, 'force_model': 'none', 'force': (0, 0, 0), diff --git a/lbmpy/methods/__init__.py b/lbmpy/methods/__init__.py index 2ed90edf50bd982de70d65a151768a3714a94dc2..e14d6fb21e16606bbef6313a8fa61cfe817d1d4f 100644 --- a/lbmpy/methods/__init__.py +++ b/lbmpy/methods/__init__.py @@ -1,7 +1,7 @@ from lbmpy.methods.creationfunctions import ( create_mrt3, create_mrt_orthogonal, create_mrt_raw, create_srt, create_trt, create_trt_kbc, create_trt_with_magic_number, create_with_continuous_maxwellian_eq_moments, - create_with_discrete_maxwellian_eq_moments) + create_with_discrete_maxwellian_eq_moments, mrt_orthogonal_modes_literature) from lbmpy.methods.momentbased import ( AbstractConservedQuantityComputation, AbstractLbMethod, MomentBasedLbMethod, RelaxationInfo) @@ -11,4 +11,5 @@ __all__ = ['RelaxationInfo', 'AbstractLbMethod', 'AbstractConservedQuantityComputation', 'DensityVelocityComputation', 'MomentBasedLbMethod', 'create_srt', 'create_trt', 'create_trt_with_magic_number', 'create_trt_kbc', 'create_mrt_orthogonal', 'create_mrt_raw', 'create_mrt3', - 'create_with_continuous_maxwellian_eq_moments', 'create_with_discrete_maxwellian_eq_moments'] + 'create_with_continuous_maxwellian_eq_moments', 'create_with_discrete_maxwellian_eq_moments', + 'mrt_orthogonal_modes_literature'] diff --git a/lbmpy/methods/creationfunctions.py b/lbmpy/methods/creationfunctions.py index 131ad9b493b1ca209557e6de67a4a5b06d5a3274..3ccc08e5bc90e4d2263262df6d8e1e3ca74631a6 100644 --- a/lbmpy/methods/creationfunctions.py +++ b/lbmpy/methods/creationfunctions.py @@ -10,7 +10,7 @@ from lbmpy.maxwellian_equilibrium import ( compressible_to_incompressible_moment_value, get_cumulants_of_continuous_maxwellian_equilibrium, get_cumulants_of_discrete_maxwellian_equilibrium, get_moments_of_continuous_maxwellian_equilibrium, - get_moments_of_discrete_maxwellian_equilibrium) + get_moments_of_discrete_maxwellian_equilibrium, get_weights) from lbmpy.methods.abstractlbmethod import RelaxationInfo from lbmpy.methods.conservedquantitycomputation import DensityVelocityComputation from lbmpy.methods.cumulantbased import CumulantBasedLbMethod @@ -18,8 +18,8 @@ from lbmpy.methods.momentbased import MomentBasedLbMethod from lbmpy.moments import ( MOMENT_SYMBOLS, discrete_moment, exponents_to_polynomial_representations, get_default_moment_set_for_stencil, get_order, gram_schmidt, is_even, moments_of_order, - moments_up_to_component_order, sort_moments_into_groups_of_same_order) -from lbmpy.relaxationrates import default_relaxation_rate_names, relaxation_rate_from_magic_number + moments_up_to_component_order, sort_moments_into_groups_of_same_order, is_bulk_moment, is_shear_moment) +from lbmpy.relaxationrates import relaxation_rate_from_magic_number from lbmpy.stencils import get_stencil from pystencils.stencil import have_same_entries from pystencils.sympyextensions import common_denominator @@ -240,8 +240,11 @@ def create_mrt3(stencil, relaxation_rates, maxwellian_moments=False, **kwargs): The first rate controls viscosity, the second the bulk viscosity and the last is used to relax higher order moments. """ + warn("create_mrt3 is deprecated. It uses non-orthogonal moments, use create_mrt instead", DeprecationWarning) + def product(iterable): return reduce(operator.mul, iterable, 1) + if isinstance(stencil, str): stencil = get_stencil(stencil) @@ -358,9 +361,10 @@ def create_trt_kbc(dim, shear_relaxation_rate, higher_order_relaxation_rate, met return create_with_discrete_maxwellian_eq_moments(stencil, moment_to_rr, **kwargs) -def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_moments=False, **kwargs): +def create_mrt_orthogonal(stencil, relaxation_rate_getter, maxwellian_moments=False, weighted=None, + nested_moments=None, **kwargs): r""" - Returns a orthogonal multi-relaxation time model for the stencils D2Q9, D3Q15, D3Q19 and D3Q27. + Returns an orthogonal multi-relaxation time model for the stencils D2Q9, D3Q15, D3Q19 and D3Q27. These MRT methods are just one specific version - there are many MRT methods possible for all these stencils which differ by the linear combination of moments and the grouping into equal relaxation times. To create a generic MRT method use `create_with_discrete_maxwellian_eq_moments` @@ -368,30 +372,80 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen Args: stencil: nested tuple defining the discrete velocity space. See `get_stencil` relaxation_rate_getter: function getting a list of moments as argument, returning the associated relaxation - time. The default returns: - - - 0 for moments of order 0 and 1 (conserved) - - :math:`\omega`: from moments of order 2 (rate that determines viscosity) - - numbered :math:`\omega_i` for the rest maxwellian_moments: determines if the discrete or continuous maxwellian equilibrium is used to compute the equilibrium moments + weighted: whether to use weighted or unweighted orthogonality + nested_moments: a list of lists of modes, grouped by common relaxation times. This is usually used in + conjunction with `mrt_orthogonal_modes_literature`. If this argument is not provided, + Gram-Schmidt orthogonalization of the default modes is performed. """ - if relaxation_rate_getter is None: - relaxation_rate_getter = default_relaxation_rate_names() + dim = len(stencil[0]) if isinstance(stencil, str): stencil = get_stencil(stencil) - x, y, z = MOMENT_SYMBOLS - one = sp.Rational(1, 1) - is_cumulant = 'cumulant' in kwargs and kwargs['cumulant'] + if weighted is None and not nested_moments: + raise ValueError("Please specify whether you want weighted or unweighted orthogonality using 'weighted='") + elif weighted: + weights = get_weights(stencil, sp.Rational(1, 3)) + else: + weights = None moment_to_relaxation_rate_dict = OrderedDict() - if have_same_entries(stencil, get_stencil("D2Q9")): + if not nested_moments: moments = get_default_moment_set_for_stencil(stencil) - orthogonal_moments = gram_schmidt(moments, stencil) + x, y, z = MOMENT_SYMBOLS + if dim == 2: + diagonal_viscous_moments = [x ** 2 + y ** 2, x ** 2] + else: + diagonal_viscous_moments = [x ** 2 + y ** 2 + z ** 2, x ** 2, y ** 2 - z ** 2] + for i, d in enumerate(MOMENT_SYMBOLS[:dim]): + moments[moments.index(d**2)] = diagonal_viscous_moments[i] + orthogonal_moments = gram_schmidt(moments, stencil, weights) orthogonal_moments_scaled = [e * common_denominator(e) for e in orthogonal_moments] nested_moments = list(sort_moments_into_groups_of_same_order(orthogonal_moments_scaled).values()) - elif have_same_entries(stencil, get_stencil("D3Q15")): + # second order moments: separate bulk from shear + second_order_moments = nested_moments[2] + bulk_moment = [m for m in second_order_moments if is_bulk_moment(m, dim)] + shear_moments = [m for m in second_order_moments if is_shear_moment(m, dim)] + assert len(shear_moments) + len(bulk_moment) == len(second_order_moments) + nested_moments[2] = shear_moments + nested_moments.insert(3, bulk_moment) + for moment_list in nested_moments: + rr = relaxation_rate_getter(moment_list) + for m in moment_list: + moment_to_relaxation_rate_dict[m] = rr + + if maxwellian_moments: + return create_with_continuous_maxwellian_eq_moments(stencil, moment_to_relaxation_rate_dict, **kwargs) + else: + return create_with_discrete_maxwellian_eq_moments(stencil, moment_to_relaxation_rate_dict, **kwargs) + + +def mrt_orthogonal_modes_literature(stencil, is_weighted, is_cumulant): + """ + Returns a list of lists of modes, grouped by common relaxation times. + This is for commonly used MRT models found in literature. + + Args: + stencil: nested tuple defining the discrete velocity space. See `get_stencil` + is_weighted: whether to use weighted or unweighted orthogonality + is_cumulant: whether a moment-based or cumulant-based model is desired + + MRT schemes as described in the following references are used + """ + x, y, z = MOMENT_SYMBOLS + one = sp.Rational(1, 1) + + if have_same_entries(stencil, get_stencil("D2Q9")) and is_weighted: + # Reference: + # Duenweg, B., Schiller, U. D., & Ladd, A. J. (2007). Statistical mechanics of the fluctuating + # lattice Boltzmann equation. Physical Review E, 76(3) + sq = x ** 2 + y ** 2 + all_moments = [one, x, y, 3 * sq - 2, 2 * x ** 2 - sq, x * y, + (3 * sq - 4) * x, (3 * sq - 4) * y, 9 * sq ** 2 - 15 * sq + 2] + nested_moments = list(sort_moments_into_groups_of_same_order(all_moments).values()) + return nested_moments + elif have_same_entries(stencil, get_stencil("D3Q15")) and is_weighted: sq = x ** 2 + y ** 2 + z ** 2 nested_moments = [ [one, x, y, z], # [0, 3, 5, 7] @@ -401,7 +455,7 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen [3 * x ** 2 - sq, y ** 2 - z ** 2, x * y, y * z, x * z], # [9, 10, 11, 12, 13] [x * y * z] ] - elif have_same_entries(stencil, get_stencil("D3Q19")): + elif have_same_entries(stencil, get_stencil("D3Q19")) and is_weighted: # This MRT variant mentioned in the dissertation of Ulf Schiller # "Thermal fluctuations and boundary conditions in the lattice Boltzmann method" (2008), p. 24ff # There are some typos in the moment matrix on p.27 @@ -446,7 +500,7 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen [(2 * sq - 3) * (3 * x ** 2 - sq), (2 * sq - 3) * (y ** 2 - z ** 2)], # [10, 12] [(y ** 2 - z ** 2) * x, (z ** 2 - x ** 2) * y, (x ** 2 - y ** 2) * z] # [16, 17, 18] ] - elif have_same_entries(stencil, get_stencil("D3Q27")): + elif have_same_entries(stencil, get_stencil("D3Q27")) and not is_weighted: if is_cumulant: nested_moments = [ [sp.sympify(1), x, y, z], # conserved @@ -512,15 +566,7 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen raise NotImplementedError("No MRT model is available (yet) for this stencil. " "Create a custom MRT using 'create_with_discrete_maxwellian_eq_moments'") - for moment_list in nested_moments: - rr = relaxation_rate_getter(moment_list) - for m in moment_list: - moment_to_relaxation_rate_dict[m] = rr - - if maxwellian_moments: - return create_with_continuous_maxwellian_eq_moments(stencil, moment_to_relaxation_rate_dict, **kwargs) - else: - return create_with_discrete_maxwellian_eq_moments(stencil, moment_to_relaxation_rate_dict, **kwargs) + return nested_moments # ----------------------------------------- Comparison view for notebooks ---------------------------------------------- diff --git a/lbmpy/moments.py b/lbmpy/moments.py index f6cf1897e5991e688e641f4b255836ad47d65750..84c25c4049e3c41543c98231a47850a96b2b8390 100644 --- a/lbmpy/moments.py +++ b/lbmpy/moments.py @@ -273,14 +273,37 @@ def non_aliased_moment(moment_tuple: Sequence[int]) -> Tuple[int, ...]: return tuple(result) -def is_shear_moment(moment): - """Shear moments in 3D are: x*y, x*z and y*z - in 2D its only x*y""" - if type(moment) is tuple: - moment = exponent_to_polynomial_representation(moment) - return moment in is_shear_moment.shear_moments - - -is_shear_moment.shear_moments = set([c[0] * c[1] for c in itertools.combinations(MOMENT_SYMBOLS, 2)]) +def is_bulk_moment(moment, dim): + """The bulk moment is x**2+y**2+z**2""" + if type(moment) is not tuple: + moment = polynomial_to_exponent_representation(moment) + quadratic = False + found = [0 for _ in range(dim)] + for prefactor, monomial in moment: + if sum(monomial) == 2: + quadratic = True + for i, exponent in enumerate(monomial[:dim]): + if exponent == 2: + found[i] += prefactor + elif sum(monomial) > 2: + return False + return quadratic and found != [0] * dim and len(set(found)) == 1 + + +def is_shear_moment(moment, dim): + """Shear moments are the quadratic polynomials except for the bulk moment. + Linear combinations with lower-order polynomials don't harm because these correspond to conserved moments.""" + if is_bulk_moment(moment, dim): + return False + if type(moment) is not tuple: + moment = polynomial_to_exponent_representation(moment) + quadratic = False + for prefactor, monomial in moment: + if sum(monomial) == 2: + quadratic = True + elif sum(monomial) > 2: + return False + return quadratic @memorycache(maxsize=512) @@ -402,7 +425,7 @@ def get_default_moment_set_for_stencil(stencil): all27_moments = moments_up_to_component_order(2, dim=3) if have_same_entries(stencil, get_stencil("D3Q27")): - return to_poly(all27_moments) + return sorted(to_poly(all27_moments), key=moment_sort_key) if have_same_entries(stencil, get_stencil("D3Q19")): non_matched_moments = [(1, 2, 2), (1, 1, 2), (2, 2, 2), (1, 1, 1)] moments19 = set(all27_moments) - set(extend_moments_with_permutations(non_matched_moments)) diff --git a/lbmpy/relaxationrates.py b/lbmpy/relaxationrates.py index 2e365162d5505dca814c613285a219b3be78b7f5..70c9bdd5c99149546d55c2e01cc28321183c520b 100644 --- a/lbmpy/relaxationrates.py +++ b/lbmpy/relaxationrates.py @@ -1,6 +1,6 @@ import sympy as sp -from lbmpy.moments import get_order, is_shear_moment +from lbmpy.moments import is_shear_moment def relaxation_rate_from_lattice_viscosity(nu): @@ -31,7 +31,7 @@ def get_shear_relaxation_rate(method): relaxation_rates = set() for moment, relax_info in method.relaxation_info_dict.items(): - if is_shear_moment(moment): + if is_shear_moment(moment, method.dim): relaxation_rates.add(relax_info.relaxation_rate) if len(relaxation_rates) == 1: return relaxation_rates.pop() @@ -57,26 +57,3 @@ def relaxation_rate_scaling(omega, level_scale_factor): relaxation rate on refined grid """ return omega / (omega / 2 + level_scale_factor * (1 - omega / 2)) - - -def default_relaxation_rate_names(): - next_index = [0] - - def result(moment_list): - shear_moment_inside = False - all_conserved_moments = True - for m in moment_list: - if is_shear_moment(m): - shear_moment_inside = True - if not (get_order(m) == 0 or get_order(m) == 1): - all_conserved_moments = False - - if shear_moment_inside: - return sp.Symbol("omega") - elif all_conserved_moments: - return 0 - else: - next_index[0] += 1 - return sp.Symbol("omega_%d" % (next_index[0],)) - - return result diff --git a/lbmpy_tests/benchmark/test_benchmark.py b/lbmpy_tests/benchmark/test_benchmark.py index 0088096fafae93c94050841a7fc7ac9a02f466a7..0a34870ba57153004a982ea7eb108e49381baa78 100644 --- a/lbmpy_tests/benchmark/test_benchmark.py +++ b/lbmpy_tests/benchmark/test_benchmark.py @@ -86,14 +86,16 @@ def method_options(dim=2, with_srt=False, with_mrt=False, rr_free = "rr_free" methods = [{'method': 'trt'}] if with_mrt: - methods += [{'method': 'mrt3'}, {'method': 'mrt_raw'}] + methods += [{'method': 'mrt'}, {'method': 'mrt_raw'}] if with_srt: methods += [{'method': 'srt'}] if with_entropic: - methods += [{'entropic': True, 'method': 'mrt3', 'relaxation_rates': [1.5, 1.5, rr_free]}, - {'entropic': True, 'method': 'mrt3', 'relaxation_rates': [1.5, rr_free, rr_free]}, + methods += [{'entropic': True, 'method': 'mrt', 'relaxation_rates': [1.5, 1.5, rr_free, rr_free, + rr_free, rr_free]}, + {'entropic': True, 'method': 'mrt', 'relaxation_rates': [1.5, rr_free, rr_free, rr_free, + rr_free, rr_free]}, {'entropic': True, 'method': 'trt-kbc-n1'}, {'entropic': True, 'method': 'trt-kbc-n2'}, {'entropic': True, 'method': 'trt-kbc-n3'}, diff --git a/lbmpy_tests/phasefield_allen_cahn/test_codegen_3D.py b/lbmpy_tests/phasefield_allen_cahn/test_codegen_3D.py index f3d1b711df158c19f13be24230abf494eb3f4963..497486014eeeefa2c41cb6a92675f4ffade4f03d 100644 --- a/lbmpy_tests/phasefield_allen_cahn/test_codegen_3D.py +++ b/lbmpy_tests/phasefield_allen_cahn/test_codegen_3D.py @@ -86,7 +86,8 @@ relaxation_rate = 1.0 / relaxation_time method_phase = create_lb_method(stencil=stencil_phase, method='srt', relaxation_rate=w_c, compressible=True) -mrt = create_lb_method(method="mrt", stencil=stencil_hydro, relaxation_rates=[1, 1, relaxation_rate, 1, 1, 1, 1]) +mrt = create_lb_method(method="mrt", weighted=False, stencil=stencil_hydro, + relaxation_rates=[1, 1, relaxation_rate, 1, 1, 1, 1]) rr_dict = OrderedDict(zip(mrt.moments, mrt.relaxation_rates)) method_hydro = create_with_discrete_maxwellian_eq_moments(stencil_hydro, rr_dict, compressible=False) diff --git a/lbmpy_tests/test_fluctuating_lb.py b/lbmpy_tests/test_fluctuating_lb.py index c47c8e88cf0966a395a0642df5b1527bff2c8f16..1317568a1d67a88a970b7b1d5813f83e61983c9f 100644 --- a/lbmpy_tests/test_fluctuating_lb.py +++ b/lbmpy_tests/test_fluctuating_lb.py @@ -30,12 +30,12 @@ def run_scenario(scenario, steps): scenario.time_steps_run += steps -def create_scenario(domain_size, temperature=None, viscosity=None, seed=2, target='cpu', openmp=4, method=None, num_rel_rates=None): +def create_scenario(domain_size, temperature=None, viscosity=None, seed=2, target='cpu', openmp=4, num_rel_rates=None): rr = [relaxation_rate_from_lattice_viscosity(viscosity)] rr = rr*num_rel_rates cr = create_lb_collision_rule( stencil='D3Q19', compressible=True, - method=method, relaxation_rates=rr, + method='mrt', weighted=True, relaxation_rates=rr, fluctuating={'temperature': temperature, 'seed': seed}, optimization={'cse_global': True, 'split': False, 'cse_pdfs': True, 'vectorization': True} @@ -43,8 +43,7 @@ def create_scenario(domain_size, temperature=None, viscosity=None, seed=2, targe return LatticeBoltzmannStep(periodicity=(True, True, True), domain_size=domain_size, compressible=True, stencil='D3Q19', collision_rule=cr, optimization={'target': target, 'openmp': openmp}) -def run_for_method(method, num_rel_rates): - print("Testing", method) +def test_fluctuating_mrt(): # Unit conversions (MD to lattice) for parameters known to work with Espresso agrid = 1. m = 1. # mass per node @@ -53,7 +52,7 @@ def run_for_method(method, num_rel_rates): viscosity = 3. * tau / agrid**2 n = 8 sc = create_scenario((n, n, n), viscosity=viscosity, temperature=temperature, - target='cpu', openmp=4, method=method, num_rel_rates=num_rel_rates) + target='cpu', openmp=4, num_rel_rates=15) assert np.average(sc.velocity[:, :, :]) == 0. # Warmup @@ -89,6 +88,3 @@ def run_for_method(method, num_rel_rates): np.testing.assert_allclose( v_hist[remove:-remove], v_expected[remove:-remove], rtol=0.005) - -def test_mrt(): - run_for_method('mrt', 15) diff --git a/lbmpy_tests/test_fluctuation.py b/lbmpy_tests/test_fluctuation.py index 18e4f358fb7b77483523610d67cb7f5be462dd17..63078aa12ef5373ae5d350f17c6143894c9a5f33 100644 --- a/lbmpy_tests/test_fluctuation.py +++ b/lbmpy_tests/test_fluctuation.py @@ -4,9 +4,9 @@ from lbmpy.scenarios import create_channel def test_fluctuating_generation_pipeline(): - ch = create_channel((10, 10, 10), stencil='D3Q19', method='mrt', relaxation_rates=[1.5] * 7, force=1e-5, + ch = create_channel((10, 10), stencil='D2Q9', method='mrt', weighted=True, relaxation_rates=[1.5] * 5, force=1e-5, fluctuating={'temperature': 1e-9}, kernel_params={'time_step': 1, 'seed': 312}, optimization={'cse_global': True}) ch.run(10) - assert np.max(ch.velocity[:, :, :]) < 0.1 + assert np.max(ch.velocity[:, :]) < 0.1 diff --git a/lbmpy_tests/test_momentbased_methods_equilibrium.py b/lbmpy_tests/test_momentbased_methods_equilibrium.py index 5f3381d37f3ac88bacf0c4c9a5515ec959255081..4dca8ab5963f5829a5ecf6ca0e1372790cd8062b 100644 --- a/lbmpy_tests/test_momentbased_methods_equilibrium.py +++ b/lbmpy_tests/test_momentbased_methods_equilibrium.py @@ -3,11 +3,13 @@ Moment-based methods are created by specifying moments and their equilibrium val This test checks if the equilibrium formula obtained by this method is the same as the explicitly given discrete_maxwellian_equilibrium """ +import pytest import sympy as sp from lbmpy.creationfunctions import create_lb_method from lbmpy.maxwellian_equilibrium import discrete_maxwellian_equilibrium -from lbmpy.methods import create_mrt_orthogonal, create_srt, create_trt +from lbmpy.methods import create_mrt_orthogonal, create_srt, create_trt, mrt_orthogonal_modes_literature +from lbmpy.moments import is_bulk_moment, is_shear_moment from lbmpy.relaxationrates import get_shear_relaxation_rate from lbmpy.stencils import get_stencil @@ -19,7 +21,8 @@ def check_for_matching_equilibrium(method_name, stencil, compressibility): elif method_name == 'trt': method = create_trt(stencil, omega, omega, compressible=compressibility, equilibrium_order=2) elif method_name == 'mrt': - method = create_mrt_orthogonal(stencil, lambda v: omega, compressible=compressibility, equilibrium_order=2) + method = create_mrt_orthogonal(stencil, lambda v: omega, weighted=False, compressible=compressibility, + equilibrium_order=2) else: raise ValueError("Unknown method") @@ -33,29 +36,14 @@ def check_for_matching_equilibrium(method_name, stencil, compressibility): assert diff.is_zero -def check_for_matching_equilibrium_for_stencil(stencil_name): +@pytest.mark.parametrize("stencil_name", ["D2Q9", "D3Q15", "D3Q19", "D3Q27"]) +def test_for_matching_equilibrium_for_stencil(stencil_name): stencil = get_stencil(stencil_name) for method in ['srt', 'trt', 'mrt']: check_for_matching_equilibrium(method, stencil, True) check_for_matching_equilibrium(method, stencil, False) -def test_d2_q9(): - check_for_matching_equilibrium_for_stencil('D2Q9') - - -def test_d3_q27(): - check_for_matching_equilibrium_for_stencil('D3Q27') - - -def test_d3_q19(): - check_for_matching_equilibrium_for_stencil('D3Q19') - - -def test_d3_q15(): - check_for_matching_equilibrium_for_stencil('D3Q15') - - def test_relaxation_rate_setter(): o1, o2, o3 = sp.symbols("o1 o2 o3") method = create_lb_method(method='srt', stencil='D2Q9', relaxation_rates=[o3]) @@ -69,14 +57,45 @@ def test_relaxation_rate_setter(): def test_mrt_orthogonal(): - m = create_mrt_orthogonal(get_stencil("D2Q9"), maxwellian_moments=True) - assert m.is_orthogonal + m_ref = {} + + moments = mrt_orthogonal_modes_literature(get_stencil("D2Q9"), True, False) + m = create_lb_method(stencil=get_stencil("D2Q9"), method='mrt', maxwellian_moments=True, nested_moments=moments) + assert m.is_weighted_orthogonal + m_ref[("D2Q9", True)] = m - m = create_mrt_orthogonal(get_stencil("D3Q15"), maxwellian_moments=True) + moments = mrt_orthogonal_modes_literature(get_stencil("D3Q15"), True, False) + m = create_lb_method(stencil=get_stencil("D3Q15"), method='mrt', maxwellian_moments=True, nested_moments=moments) assert m.is_weighted_orthogonal + m_ref[("D3Q15", True)] = m - m = create_mrt_orthogonal(get_stencil("D3Q19"), maxwellian_moments=True) + moments = mrt_orthogonal_modes_literature(get_stencil("D3Q19"), True, False) + m = create_lb_method(stencil=get_stencil("D3Q19"), method='mrt', maxwellian_moments=True, nested_moments=moments) assert m.is_weighted_orthogonal + m_ref[("D3Q19", True)] = m - m = create_mrt_orthogonal(get_stencil("D3Q27"), maxwellian_moments=True) + moments = mrt_orthogonal_modes_literature(get_stencil("D3Q27"), False, False) + m = create_lb_method(stencil=get_stencil("D3Q27"), method='mrt', maxwellian_moments=True, nested_moments=moments) assert m.is_orthogonal + m_ref[("D3Q27", False)] = m + + for weighted in [True, False]: + for stencil in ["D2Q9", "D3Q15", "D3Q19", "D3Q27"]: + m = create_lb_method(stencil=get_stencil(stencil), method='mrt', maxwellian_moments=True, weighted=weighted) + if weighted: + assert m.is_weighted_orthogonal + else: + assert m.is_orthogonal + bulk_moments = set([mom for mom in m.moments if is_bulk_moment(mom, m.dim)]) + shear_moments = set([mom for mom in m.moments if is_shear_moment(mom, m.dim)]) + assert len(bulk_moments) == 1 + assert len(shear_moments) == 1 + (m.dim - 2) + m.dim * (m.dim - 1) / 2 + + if (stencil, weighted) in m_ref: + ref = m_ref[(stencil, weighted)] + bulk_moments_lit = set([mom for mom in ref.moments if is_bulk_moment(mom, ref.dim)]) + shear_moments_lit = set([mom for mom in ref.moments if is_shear_moment(mom, ref.dim)]) + + if stencil != "D3Q27": # this one uses a different linear combination in literature + assert shear_moments == shear_moments_lit + assert bulk_moments == bulk_moments_lit diff --git a/lbmpy_tests/test_moments.py b/lbmpy_tests/test_moments.py index 79d96ef44ec79fde623be7c69b16803e966f8bcd..f6ae3cf27c8280386721e437d45469588ae4fb2f 100644 --- a/lbmpy_tests/test_moments.py +++ b/lbmpy_tests/test_moments.py @@ -73,3 +73,30 @@ def test_gram_schmidt_orthogonalization(): orthogonal_moments = gram_schmidt(moments, stencil) pdfs_to_moments = moment_matrix(orthogonal_moments, stencil) assert (pdfs_to_moments * pdfs_to_moments.T).is_diagonal() + + +def test_is_bulk_moment(): + x, y, z = MOMENT_SYMBOLS + assert not is_bulk_moment(x, 2) + assert not is_bulk_moment(x ** 3, 2) + assert not is_bulk_moment(x * y, 2) + assert not is_bulk_moment(x ** 2, 2) + assert not is_bulk_moment(x ** 2 + y ** 2, 3) + assert is_bulk_moment(x ** 2 + y ** 2, 2) + assert is_bulk_moment(x ** 2 + y ** 2 + z ** 2, 3) + assert is_bulk_moment(x ** 2 + y ** 2 + x, 2) + assert is_bulk_moment(x ** 2 + y ** 2 + 1, 2) + + +def test_is_shear_moment(): + x, y, z = MOMENT_SYMBOLS + assert not is_shear_moment(x ** 3, 2) + assert not is_shear_moment(x, 2) + assert not is_shear_moment(x ** 2 + y ** 2, 2) + assert not is_shear_moment(x ** 2 + y ** 2 + z ** 2, 3) + assert is_shear_moment(x ** 2, 2) + assert is_shear_moment(x ** 2 - 1, 2) + assert is_shear_moment(x ** 2 - x, 2) + assert is_shear_moment(x * y, 2) + assert is_shear_moment(x * y - 1, 2) + assert is_shear_moment(x * y - x, 2) diff --git a/lbmpy_tests/test_relaxation_rate.py b/lbmpy_tests/test_relaxation_rate.py index 39ce0825efe9a79de536a342dcb2fe78520da329..f8e52d8824d1075af9137ba3a8f530b162506451 100644 --- a/lbmpy_tests/test_relaxation_rate.py +++ b/lbmpy_tests/test_relaxation_rate.py @@ -1,5 +1,5 @@ import pytest - +import sympy as sp from lbmpy.creationfunctions import create_lb_method from lbmpy.relaxationrates import get_shear_relaxation_rate @@ -11,6 +11,6 @@ def test_relaxation_rate(): get_shear_relaxation_rate(method) assert 'Shear moments are relaxed with different relaxation' in str(e.value) - method = create_lb_method(stencil="D2Q9", method='mrt_raw', - relaxation_rates=[1 + i / 10 for i in range(9)]) - assert get_shear_relaxation_rate(method) == 1.5 + omegas = sp.symbols("omega_:4") + method = create_lb_method(stencil="D2Q9", method='mrt', relaxation_rates=omegas) + assert get_shear_relaxation_rate(method) == omegas[0] diff --git a/lbmpy_tests/test_serial_scenarios.py b/lbmpy_tests/test_serial_scenarios.py index ac05a0c2b8fd6ad8aab18ada656c18193df2731b..024166e18b1714e0c04a7d5918baf433a312d156 100644 --- a/lbmpy_tests/test_serial_scenarios.py +++ b/lbmpy_tests/test_serial_scenarios.py @@ -210,10 +210,13 @@ def test_ldc_trt(action='Testing', plot="off"): def test_ldc_mrt(action='Testing', plot="off"): + from lbmpy.methods import mrt_orthogonal_modes_literature + from lbmpy.stencils import get_stencil if action == 'Testing' or action == 'Regenerate': print("%s LidDrivenCavity MRT, compressible 0" % action) + moments = mrt_orthogonal_modes_literature(get_stencil("D3Q19"), True, False) compare_lid_driven_cavity(domain_size=(16, 17, 18), lid_velocity=0.005, stencil='D3Q19', - method='MRT', compressible=False, maxwellian_moments=False, - relaxation_rates=[1, 1.3, 1.4, 1.5, 1.25, 1.36, 1.12], action=action, plot=plot) + method='MRT', nested_moments=moments, compressible=False, maxwellian_moments=False, + relaxation_rates=[1.3, 1.4, 1.5, 1.25, 1.36, 1.12], action=action, plot=plot) else: print("Possible Actions: Regenerate or Testing") diff --git a/lbmpy_tests/test_split_optimization.py b/lbmpy_tests/test_split_optimization.py index 5528cae07c1477519cfbc5b53deb7cfa55234302..821d6868f5dfbddc7e09aeb29a12643729c8133f 100644 --- a/lbmpy_tests/test_split_optimization.py +++ b/lbmpy_tests/test_split_optimization.py @@ -30,14 +30,15 @@ def test_split_number_of_operations(): @pytest.mark.longrun def test_equivalence(): - relaxation_rates = [1.8, 1.7, 1.0] + relaxation_rates = [1.8, 1.7, 1.0, 1.0, 1.0, 1.0] for stencil in ['D2Q9', 'D3Q15', 'D3Q19', 'D3Q27']: for compressible in (True, False): - for method in ('srt', 'mrt3'): + for method in ('srt', 'mrt'): for force in ((0, 0, 0), (1e-6, 1e-7, 2e-6)): common_params = {'domain_size': (20, 30) if stencil.startswith('D2') else (10, 13, 7), 'stencil': stencil, 'method': method, + 'weighted': True, 'compressible': compressible, 'force': force, 'relaxation_rates': relaxation_rates} @@ -50,12 +51,13 @@ def test_equivalence(): def test_equivalence_short(): - relaxation_rates = [1.8, 1.7, 1.0] - for stencil, compressible, method, force in [('D2Q9', True, 'srt', 1e-7), ('D3Q19', False, 'mrt3', 0)]: + relaxation_rates = [1.8, 1.7, 1.0, 1.0, 1.0, 1.0] + for stencil, compressible, method, force in [('D2Q9', True, 'srt', 1e-7), ('D3Q19', False, 'mrt', 0)]: dim = int(stencil[1]) common_params = {'domain_size': (20, 30) if stencil.startswith('D2') else (10, 13, 7), 'stencil': stencil, 'method': method, + 'weighted': True, 'compressible': compressible, 'force': (force, 0, 0)[:dim], 'relaxation_rates': relaxation_rates}