From 9cfbeb634c89cf6d540d1e3de9e785fbe08046a9 Mon Sep 17 00:00:00 2001 From: Adam Nelson Date: Fri, 10 Mar 2017 17:49:37 -0500 Subject: [PATCH] Removed batches in mg-mode-part-ii --- docs/source/examples/mg-mode-part-ii.ipynb | 88 +++++++++++----------- 1 file changed, 44 insertions(+), 44 deletions(-) diff --git a/docs/source/examples/mg-mode-part-ii.ipynb b/docs/source/examples/mg-mode-part-ii.ipynb index 9a41f0f359..22cc2c45fb 100644 --- a/docs/source/examples/mg-mode-part-ii.ipynb +++ b/docs/source/examples/mg-mode-part-ii.ipynb @@ -296,9 +296,9 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAARAAAAD8CAYAAAC/+/tYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nxFgCMQxDzP8BpVe4z9m5DyAAAAAASUVORK5CYII=\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAARAAAAD8CAYAAAC/+/tYAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -349,7 +349,7 @@ "outputs": [], "source": [ "# OpenMC simulation parameters\n", - "batches = 1000\n", + "batches = 600\n", "inactive = 50\n", "particles = 2000\n", "\n", @@ -655,8 +655,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 966169de084fcfda3a5aaca3edc0065c8caf6bbc\n", - " Date/Time | 2017-03-09 08:47:59\n", + " Git SHA1 | 4b01fd311461f1350989cb84ec18fe2cbaa8fa9f\n", + " Date/Time | 2017-03-10 17:30:51\n", " OpenMP Threads | 8\n", "\n", "\n", @@ -665,10 +665,10 @@ "\n", " ============================> RESULTS <============================\n", "\n", - " k-effective (Collision) = 1.16543 +/- 0.00083\n", - " k-effective (Track-length) = 1.16536 +/- 0.00100\n", - " k-effective (Absorption) = 1.16501 +/- 0.00074\n", - " Combined k-effective = 1.16518 +/- 0.00063\n", + " k-effective (Collision) = 1.16584 +/- 0.00111\n", + " k-effective (Track-length) = 1.16532 +/- 0.00131\n", + " k-effective (Absorption) = 1.16513 +/- 0.00100\n", + " Combined k-effective = 1.16538 +/- 0.00086\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] @@ -789,11 +789,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n", + "/home/nelsonag/git/openmc/openmc/tallies.py:1834: RuntimeWarning: invalid value encountered in true_divide\n", " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n", - "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n", + "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n", " other_rel_err = data['other']['std. dev.'] / data['other']['mean']\n", - "/home/nelsonag/git/openmc/openmc/tallies.py:1837: RuntimeWarning: invalid value encountered in true_divide\n", + "/home/nelsonag/git/openmc/openmc/tallies.py:1836: RuntimeWarning: invalid value encountered in true_divide\n", " new_tally._mean = data['self']['mean'] / data['other']['mean']\n" ] } @@ -927,7 +927,7 @@ "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY4AAAEaCAYAAAAG87ApAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd4VHXWwPHvSS9AaAHpRYoCImpEsfe2KPa1d9G1rLuu\nrm57Xde6u669rQVx1UXXLoq9gdgAEUSagCC9CQmEhLTz/nHvhMlkZnJnMi2T83meecjce+fec5Nh\nzvy6qCrGGGOMVxnJDsAYY0zLYonDGGNMRCxxGGOMiYglDmOMMRGxxGGMMSYiljiMMcZExBKHMQkg\nIn8UkSfidO5bRWSDiKyJx/mNCWSJwySUiJwlItNFZKuIrBaRt0XkgCTG01NEXnY/eEtF5DsRuaCZ\n5zxERFb4b1PV21X1kmYFG/xavYDfAUNUdacYnK+viKiIZAVsHy8it/o97ykiz4nIRhEpF5GvRWS0\n3/4uIjJBRFa5v9epIrJPc+MzqcESh0kYEbkWuBe4HegK9AYeBsaEOD4r2PYYewZYDvQBOgHnAWsT\ncN1Y6QNsVNV1kb4w2t+viHQEPgOqgKFAZ+Ae4L8icqp7WBtgGrAX0BF4GnhLRNpEc02TYlTVHvaI\n+wMoArYCp4U55q/AS8CzQBlwCZCLk2xWuY97gVz3+M7Am8Bm4GdgCpDh7rsBWAlsARYAh4e45lZg\nRJiY9gU+d68xCzjEb19H4Ck3rk3Aa0AhUAHUuefeCnR37+1Zv9eeAHzvnvcTYFe/fUuB64DZQCnw\nApAXJLYjAq413uO5b3DPvR3ICjhnX0CDbB8P3Or+fAswx/e79jvmBmAZICF+l2XAXsl+L9qj+Q8r\ncZhEGQXkAa82cdwYnOTRHngO+BPOh/cIYHdgJPBn99jfASuAYpwSzB8BFZHBwFXA3qraFjga5wMz\nmC+Bh0TkDBHp7b9DRHoAbwG34iSJ64CXRaTYPeQZoADnW3cX4B5VLQeOBVapahv3sSrgvIOACcBv\n3NgnARNFJMfvsNOBY4B+wHDggsDAVfWDgGtd4PHcZwK/ANqrak2I30s4RwIvq2pdwPb/4ZQiBwW+\nQERGADnAoiiuZ1KMJQ6TKJ2ADR4+qL5Q1ddUtU5VK4Czgb+p6jpVXQ/cDJzrHlsNdAP6qGq1qk5R\nVQVqcUoqQ0QkW1WXquriENc7Daek8hfgRxH5VkT2dvedA0xS1UluPO8D04HjRKQbzof25aq6yb3+\npx5/F78E3lLV91W1GrgLyAf28zvmflVdpao/AxNxEmcsz73c/f1GozOwOsj21X7764lIO5wke7Oq\nlkZ5TZNCLHGYRNkIdPZQr7484Hl3nOoPn2XuNoB/4nyDfU9ElojIjQCqugjnG/dfgXUi8ryIdCcI\n90P/RlUdilNq+RZ4TUQEp/3gNBHZ7HsAB+Akq17Az6q6ycvNh7sn95v7cqCH3zH+PaS24bQZxOrc\ngb9jf77Enh2wPRsnUQNswPkdBOrmtx8AEcnHSXxfquodTQVvWgZLHCZRvgAqgRObOC5wuuZVOB/g\nPr3dbajqFlX9nar2B44HrhWRw919/1XVA9zXKvD3pgJU1Q0439C741RNLQeeUdX2fo9CVb3T3ddR\nRNp7uIdADe7JTVK9cNpkmsvLucPFtxonQfQN2N6PHQnpA+AUEQn8/Dgd5/ey0L12Lk67z0rgskhu\nwqQ2SxwmIdwqiv/DaU84UUQKRCRbRI4VkX+EeekE4M8iUiwind1zPAsgIqNFZID74ViGU0VVKyKD\nReQw94OrEqcBuTbYyUXk7yIyTESyRKQt8CtgkapudK9zvIgcLSKZIpLndrXtqaqrgbeBh0Wkg3sv\nB7mnXQt0EpGiEPf0P+AXInK4iGTjtNVsx2mEb65mnVtVa4GXgdtEpJN7X2cCQ3DuF5weVO2AJ0Vk\nJ/f3ciZOe9T1qqrutV/C+d2fF6Q9xLRgljhMwqjq3cC1OI3b63G+nV6F8600lFtx2hVmA98B37jb\nAAbifPvdilOieVhVP8Fp37gTp8pkDU7D9R9DnL8Ap8F+M7AE59v6CW68y3Ea6//oF+/17Ph/cy7O\nt/P5wDqc6jFUdT5OwlviVnE1qCZT1QU47ScPuDEeDxyvqlVhfg+exOjcV+D0UpuNc19XAb9Q1bXu\nNTbiVNnlAXNxqiGvBc5V1Rfcc+wHjAaOAja743a2isiBzbxFkwLEaUs0xhhjvLEShzHGmIhY4jDG\nGBMRSxzGGGMiYonDGGNMRNIqcYjI8SLymIgcn+xYjDEmXaVlr6rOnTtr3759kx2GMca0GDNmzNig\nqsVNHwmJmLY64fr27cv06dOTHYYxxrQYIrKs6aMcaVVVZYwxJv4scRhjjIlIWiUOX+N4aanN3GyM\nMfGSVolDVSeq6tiiolBzyxljjGmutEocxhhj4s8ShzHGmIhY4jAmBVXX1rFw7ZZkh2FMUJY4jElB\nd749n6PumcxPG7clOxRjGkmrxGG9qky6mL7MWcp8Y/n2JEdiTGNplTisV5UxxsRfWiUOY4wx8WeJ\nw5gUln5TkJp0YInDGGNMRCxxGJMk26pq6HvjWzwxZUmyQzEmIpY4jEmSn8urABj32Y+N9kmigzEm\nApY4jDHGRCStEoeN4zDGmPhLq8Rh4zhMSyLiVEhZzynT0qRV4jAmWZas38qrM1dE9BprxzAtVVqu\nOW5Moh1z7xSqaus4aY+eEb9WwxQ5wu0zJlmsxGFMDFTV1iU7BGMSxhKHMcaYiFjiMCaG6uq81y1J\nmEaOcPuMSTZLHMbEUDRNEhqDflWL12+l741v2eJPJiFCNo6LyP0eXl+mqn+OYTzGtGiqitf+UuLp\nOG9J5e3vVgPw+rcruf7oXTy9xphohetVNQb4vyZefyNgicMYl3WCMq1BuMRxj6o+He7FItIhxvEY\n06KlavfZq/77DWNG9ODIIV2THYpJAyHbOFT13qZe7OWY5hKRE0XkcRF5XUSOivf1jGmOaNorYpls\nQp3rzdmrufQ/02N3IdOqNTkAUET6AVcDff2PV9UTor2oiIwDRgPrVHWY3/ZjgPuATOAJVb1TVV8D\nXnNLN3cB70V7XWNSifWcMi2Vl5HjrwFPAhOBWI1yGg88CPzHt0FEMoGHgCOBFcA0EXlDVee6h/zZ\n3W9Myoqm9BDsJeFySk1tHT+XV9GlXV7j11kyMgngJXFUqqqXHlaeqepkEekbsHkksEhVlwCIyPPA\nGBGZB9wJvK2q34Q6p4iMBcYC9O7dO5bhGhMX0X7G3zxxLs98uYxZNx1FUX52TGMyxgsv4zjuE5Gb\nRGSUiOzpe8Qhlh7Acr/nK9xtVwNHAKeKyOWhXqyqj6lqiaqWFBcXxyE8Y5qWiMbxD+atBaB8e01S\nrm+MlxLHbsC5wGHsqKpS93ksBfsCpm5px1OJR0SOB44fMGBATAMzJp7sw960NF4Sx0lAf1WtinMs\nK4Befs97AqsiOYGqTgQmlpSUXBrLwIzxKrpR4LHLHNbGYRLBS1XVLKB9vAMBpgEDRaSfiOQAZwBv\nJOC6xsRMdKWH0J/2kZ7PSi8mEbyUOLoC80VkGrDdt7GZ3XEnAIcAnUVkBXCTqj4pIlcB7+J0xx2n\nqt9HeF6rqjJJFcnndiw/48WKGiaBvCSOm2J9UVU9M8T2ScCkZpzXqqpMUmlUX/mbn0Kiu64x0fGS\nOH4CVqtqJYCI5OOUQowxzRDusz7aEoQVPEwieGnjeJGGA/9q3W0pR0SOF5HHSktLkx2KaaVi/b0/\n2PlsqVmTbF4SR5Z/jyr355z4hRQ9VZ2oqmOLioqSHYpppSL54A7XAyvSgoO1cZhE8pI41otIfUO4\niIwBNsQvJGNasGimHInwNcFyhLVxmETy0sbxK+BZEXnQfb4CZ0BgyrFeVSbZIhnH4eWzPtgx4dtG\nPF/emKiFLHG4U4yIqi5S1X2BIcBQVd1PVRcnLkTvrKrKtHZW8DCJEK6q6nxghog8LyIXAG1U1RY0\nNiaMWM2OG06wUoW1cZhECllVpaqXA4jILsCxwHgRKQI+Bt4BpqpqbUKiNKaFiNUAQF8eCNZ2Ebz6\nyooaJnGabBxX1fmqeo+qHoMzseFnwGnAV/EOLlLWHdckWzQf4LH80F+yvpw5K+39b+LLS6+qeqpa\n4Y7u/oOqlsQppqhZG4dJtohKHFEmjHBVVe98v4bRD3wW1XmN8SqixOFnbtOHGGOiJe5IjkgHABqT\nCCHbOETk2lC7gDbxCceYli2iAYCWAEwLFa7EcTvQAWgb8GjTxOuSxto4TLJFsx5HIvPH1iCrBhoT\nqXADAL8BXlPVGYE7ROSS+IUUPZsd1yRdrLKAh9610fTAPfSuT5j2pyMif6ExfsIljguBjSH2pVzD\nuDGpIJGlh2iqutZv2d70QcY0Idw4jgVh9q2NTzjGtB7RTjliTLKFm3Lkr0292MsxxrQmUY0cD/Ia\nL7VQNljcJEu4qqpLRKQszH7BWRf8rzGNyJgWLJrG8aivZaURkyThEsfjOL2ownk8hrE0m82Oa5It\nVutxGJPKwrVx3JzIQGLBelWZlijcCPKwiz3FqKrqljfn0rlNLr86ZOfYnNCkPS/rcRhjPIpsypHQ\n++qTQgKWiX3ysx8BLHEYz1JyIJ8xLZXNUmtaA0scxsRQZG0cLdNPG7dx59vzLUm2Yk1WVYlIMXAp\n0Nf/eFW9KH5hGdN6BPv4FU8dcpNj7DPTmb9mC6fu1YMBXZrqP2PSkZc2jteBKcAHgC3cZEyMtNRv\n7NW1dckOwSSZl8RRoKo3xD2SGLKJ3Eyy1CUgGdjAP5NsXto43hSR4+IeSQz4Zsf9cUM5L0z7Kdnh\nmFYo1m0c4Y5JdnmlhRaYTAx4SRzX4CSPShHZ4j7CjShPGt8KgG1ys7jh5e/4xzvzqauzd7dJnKje\nbRG+qL6nbpI+ucWKPK2elzXH26pqhqrmuT+3VdV2iQguWn07F3LmyN48/Mlifv38TCqrrWnGJEYk\nH+ZeDo3HR/QXi0NNem2MN56644rICSJyl/sYHe+gmkuA208axh+O3YU3Z6/m7Ce+YuNWm07axF+s\nC7jxKFOc+fiXTF20wdOxNbV1PPLJ4qBfvqws33o1mThE5E6c6qq57uMad1tKExEuO3hnHj57T+as\nLOWkhz9n8fqtyQ7LpL34rwDoqypqTk3V2rJKT8e9MnMlf39nPvd+8MOO60d/WZMmvJQ4jgOOVNVx\nqjoOOMbd1iIct1s3Jozdl/LtNZz88Od8ucSK6SZ+IvswT/3v7L6SRrlfT8Uf1oX/AlZaUc2db8+3\nbrtpzOvI8fZ+PxfFI5B42rN3B169Yn86t8nh3Ce/4tWZK5IdkklTMVs5NoZf64O1u8SiXT3YOdaW\nVXLYXZ/w6KeLmThrVfMvYlKSl8RxBzBTRMaLyNPADOD2+IYVe707FfDKr/Znrz4d+O0Ls7j3g4Ut\ndgCWSV2RjONI9bffhK9/4v9e/x7wPgX8mY99ycbyKgBqrEdj2vLSq2oCsC/wivsYparPxzuweCgq\nyOY/F+3DKXv25N4PfuB3L86iqsaK0yZ2olsBMPEfsL97cRb9/vBW2GP+9V7I1aMB+Nub33PH2/Ma\nbFuxqWLHE8sbaSvkyHER2UVV54vInu4mX/1OdxHprqrfxD+82MvJyuCu04bTp1MBd7+/kFWbK/j3\nOSUUFWQnOzSTBmI+ADDYsrIS+bW8njsSUxdtZOqijfywdivjLtib6to6aursi1hrEG7KkWuBscC/\nguxT4LC4RJQAIsKvDx9I744F/P6l2Zz0yFTGXzCS3p0Kkh2aaeHSdcoR322t39K4W/tH89cBMOT/\n3ol5d2STmsKtADjW/fFYVW3Qd09E8uIaVcNr9Qf+BBSp6qmxPPeJe/SgW1Eelz07g5Mensrj55ew\nZ+8OsbyEMSF5yTGxWF42+lzWOENtLA89Hqq6tuGFFq3fyvaaWnKzMqMNwKQoL43jn3vc5pmIjBOR\ndSIyJ2D7MSKyQEQWiciNAKq6RFUvbs71wtmnfyde+dV+tMnL4szHvuSt2avjdSnTCkTVxhFkm5fq\nqFRfs/yxyUv4y2tzuP/DH2wMVZoJmThEZCcR2QvIF5E9RGRP93EI0Nw6nfE440H8r5cJPAQcCwwB\nzhSRIc28jif9i9vw6hX7M6xHEVf+9xse/XSx9bgyUYnkwzzaD/54r9WhqjwxZQkb/GZbiPZ/w/+m\nr+Du9xdy+L8+jU1wJiWEa+M4GrgA6InTzuF7t5YBf2zORVV1soj0Ddg8ElikqksAROR5YAzOaPW4\n61iYw3OX7MN1L87izrfns2zjNv42ZijZmbZIovEukVOOxOu7zeL1W7n1rXlB96XyAlMmccK1cTwN\nPC0ip6jqywmIpQew3O/5CmAfEekE3AbsISJ/UNU7gr1YRMbiNObTu3fvqALIy87k/jP2oE+nAh76\neDErNm3j4bP3pG2e9bgy3kRTUg1bHRVkZ301VsRX8iaa8RfPfLksDpGYVOXl6/ReIlI/clxEOojI\nrXGIJdhXGVXVjap6uaruHCppuAc+pqolqlpSXFwcdRAZGcL1R+/C30/ZjS8Wb+S0R79g1eaKpl9o\nDJF9mIdLGL5v9rFIDjE5h3uSUFP2/OW1OUG3m/TkJXEcq6qbfU9UdRPxmatqBdDL73lPIKI5C3wL\nOZWWljY7mF/u3ZvxF45k5aYKTnxoKt+taP45TfqLqsQR5Ud7LNrh5q9pvLROqOqoGcs2cdMb30d9\nLfs/lD68JI5MEcn1PRGRfCA3zPHRmgYMFJF+IpIDnAG8EckJfAs5FRXFZjqtAwZ25uUr9iM7M4PT\n//0FH8xdG5PzmvQV0QDAKJcAjGUrwzH3TvF0nEjwMRyROP7Bz5r1epM6vCSOZ4EPReRiEbkIeB94\nujkXFZEJwBfAYBFZISIXq2oNcBXwLjAP+J+qRvT1JpYlDp9BXdvy6pX7MbBrG8Y+M53xU3+M2blN\n+omoqso9OlyDc7jSSCL7/VknQ+MvXK8qAFT1HyIyGzgC58vOLar6bnMuqqpnhtg+CZjUjPNOBCaW\nlJRcGu05gunSNo/nx+7LNc9/y18nzmXpxm38ZfQQMjOsh4lpKOYljiBisR5H+PNHtj0SZZXVbK+u\no7htPCotTKI0mThc84AaVf1ARApEpK2qbolnYKmmICeLR8/Zi9snzePJz35kxaZt3HfGHhTmev0V\nmtYg1lOOxGb689jEdNkzM5p9jgP//jGlFdUsvfMXMYjIJIuXFQAvBV4C/u1u6gG8Fs+gohWPqip/\nmRnCX0YP4W9jhvLR/HWc8sjnrNi0LS7XMi1TrPKGt4kMlR/WbmF7TeNlXWMvNjdWWlEdk/OY5PLS\nxnElsD/OwD9U9QegSzyDilasG8dDOW9UX6fH1Wanx9WMZT/H9Xqm5Yho5Hi0VVXuvxu3VnHkPZP5\n4ytzYjrxoVXAmqZ4SRzbVbXK90REsrCZ9jloUDGvXrE/bXKzOPOxr3h5hq0qaCKdVr3pg8MdsaXS\nWc512tKfm5jTypurJ8zk4U8WBd03fekmj2cxrYGXxPGpiPwRZ86qI4EXgYnxDSs68a6qCjSgSxte\nu3J/Svp24HcvzuKOt+dRa/NKt2qxbhwP1z4R63faxFmr+Mc7wRdvamqdcdO6eEkcNwLrge+Ay3B6\nPf05nkFFK1FVVf7aF+Tw9EUjOXuf3vz70yVc9sx0tm6vSdj1TWpJyIy1AXVJqT5LbjCPT16S7BBM\nM3hZOrZOVR8HzsaZM+p1taljG8jOzOC2k3bjb2OG8vGC9Zz6yOcs/9kazVujmK8AGGSbL2/4/zcM\n18aRiv9bb5s0jzkrbSR5SxVuWvVHRWSo+3MR8C3wH2CmiAQdh9HaOY3me9c3mk9fao3mrU0k3XG9\nfP/y0nYhSEyTQ6JWGNxYXtX0QSYlhStxHOg3cvtCYKGq7gbsBfw+7pFFIdFtHMEcOLCY167cn3b5\n2Zz5+Je8OH150y8yaSOykeOxumYKFik8qKtTKqsT0ZXYxFq4xOH/deBI3LEbqromrhE1QzLaOILZ\nubgNr16xHyP7deT6l2ZzxyRrNG81omgcD/8N39sJw1ZVpWhiufGV2ezyl3fqny9at8XGRbUQ4RLH\nZhEZLSJ74IzjeAfqu+PmJyK4lqx9QQ7jLxzJufv24d+TlzD2P9Zo3hpEM3I8/HocjbftmHJkx1xX\nsV1gKTF1VWvLGk6aeMTdkzng7x8n5NqmecIljstwJh18CviNX0njcOCteAeWDrIzM7jlxGHcMmYo\nnyxczykPW6N5uossb0S7dGzgWTRkiWPr9hrWljZvVltjAoVbAXAhAeuCu9vfxZnBNuWIyPHA8QMG\nDEh2KA2cO6ov/Tq34YrnZjDmoak8es5ejOzXMdlhmTiI1UJOkZ4vVBnhhAc+Y8mGcq8hGeNJWi2o\nnSptHMEcMLAzr125P+3zszn7iS/5nzWap6VIeqrX94oK8qnvZQZc/32hShzRJI1E9aoKpdyqdFNe\nWiWOVNe/uA2vXrE/+/TrxO9fms1tb821RvM0E82fM3yXW29rjmck+9M+hobelJIVGsaPJY4EKyrI\nZvyFe3P+qD48PuVHLv3PdMoqbcbQ9BH/SQ7TkbX9tSxeplW/RkTaieNJEflGRI5KRHDpKiszg5vH\nDOPWE4cxeeF6Tnjgs6BrP5uWJ7K5qqIbAOjrQZVOiefAf1hvqpbES4njIlUtA44CinEGA94Z16ha\niXP27cOEsftSXlXLSQ99zmszVyY7JNNMkVRVhWvjCDymKbGsqvp4/rqYncsLm8Go5fGSOHzvyOOA\np1R1Fik6ZX8qjByP1N59O/LW1QewW48ifvPCt9z0+hyqauqSHZaJUiLW4wh2rVg2cbw5e3XsTtYM\nc1aWMnvF5mSHYYLwkjhmiMh7OInjXRFpC6TkJ1sq96oKp0u7PJ67dB8uOaAfT3+xjDMe+4I1pZXJ\nDstEIZpkEL7nVOjG8QbbIr9syli8PviU7aMf+IwTHpwKwLqySuqsI0nK8JI4LsaZWn1vVd0GZONU\nV5kYys7M4M+jh/DgWXswf80WRj8whS8Wb0x2WCZCkc1VFfpoL4mgYXfclps6Tnzo80bb3pmzY2aj\n1aUVjLz9Q+79YCEAs5Zv5tcTZloiSSIviWMUsEBVN4vIOThrcbScuqAWZvTw7rx+5f4U5WdzzpNf\n8djkxVYH3IJE9LcKM1dVhrst3BQm/ntacN6gvKrxuI3Ln51R//M6d2qSTxauB2DsM9N5Y9Yq1m2x\nEfHJ4iVxPAJsE5HdcWbFXYYzvbqJk4Fd2/L6VQdw9NCu3D5pPlc89w1brMtuixCr9Tgy3cxRU+tx\nkkPvl21Sor+mRPu9aOXmbdYbMUm8JI4ad+GmMcB9qnof0Da+YZk2uVk8dNae/Om4XXlv7lrGPDSV\nH9ZuSXZYpgmRDOgM94HpSxxezqfasquqmrK5IviXplMe+YJj7p2S4GgMeEscW0TkD8C5wFsikonT\nzmHiTES49KD+PHvxPpRVVDPmoam8OXtVssMyYcRqJoD6EkeQ8wXOjutsi8llU9L5474GYG1ZJevK\nrNNIKvCSOH4JbMcZz7EG6AH8M65RmQZG7dyJN68+kF27teOq/87kr298z/YaWwAnFVXXee9wGK5x\n3DcuI1giCswR6Zw0/K0t287I2z9sNB27STwva46vAZ4DikRkNFCpqtbGkWA7FeUx4dJ9uXD/voz/\nfCknPfR5yG6MJnm8tklAbKuq0mmuKpP6vEw5cjrwNXAacDrwlYicGu/AotESBwBGIicrg5uOH8oT\n55WwurSC4x/4jBenL7deVymkujaSEkdoXhJHg+64nq/qgb2fTBO8VFX9CWcMx/mqeh4wEvhLfMOK\nTksdABipI4Z05e1rDmJ4zyKuf2k21zz/rfW6SiL/xB2sTSIamRKujcO9bpxGjs9a0bK+eD3/9U/J\nDqHV8ZI4MlTVf/KajR5fZ+Jop6I8nrtkX3535CDe+m41x90/hZk/bUp2WK2Sf6kgsl5V6v7beF9W\npq/E4a0EE2zp2Oe+WuY5lpbsxle+S3YIrY6XBPCOiLwrIheIyAU4y8ZOim9YxovMDOHqwwfywth9\nqauDUx/9grvfW2BzXSWYf6kgmqqq2iCZIyNMiSOogLyxaN1W/vTqHM+xGBMJL43j1wP/BoYDuwOP\nqeoN8Q7MeFfStyOTrjmQMSO6c/9Hizjp4akstDEfCeNfyoikcdyXOcKVUqJt47AvDyaewiYOEckU\nkQ9U9RVVvVZVf6uqryYqOONdUX42d58+gkfP2Ys1pZWMfuAzHp+8xFYYTIAGJY4ouuMG+xvVhUkq\n9W0cYeaqimSWXmMiFTZxqGotznQj6d3anEaOGbYT7/72IA4eVMxtk+Zx5mNf8tNGW10tnvwn26uN\npMQRVuikEqw9wzrjmkTy0sZRCXznrv53v+8R78BM9Dq3yeWxc/firtN2Z97qMo6+dzKPT15CTQT1\n78Y7/xJHJL2qwvV69RVcwp0v3CSHwZJLOisNMS2JiQ8vieMtnO63k4EZfg+TwkSEU/fqybu/PYj9\nB3TitknzOOnhz5mzsmV1tWwJaqNtHA+XODRMiaO+qmrHvtY+APC4+2zOqkTKCrVDRIqBYlV9OmD7\nMGBtvAMzsdG9fT6Pn1fCpO/WcNMb3zPmoalcfEA/fnvEIPJzMpMdXlqo8WvXiGjkuId9NV6747bu\nvMHKzRXJDqFVCVfieABnjfFAPYD74hOOiQcR4RfDu/HhtQdzeklPHpu8hKPu/ZTJ7voGpnn8P9sj\naRwPt9aGb1+4RBQ+8VjjuImfcIljN1X9NHCjqr6L0zU3IUSkUESeFpHHReTsRF03HRUVZHPHycN5\nfuy+ZGdkcN64r7nsmeks/9kaz5vDv1SwPYJusGGninF3BetWG1i4SPdp1U3qCZc4wk2d3qxp1UVk\nnIisE5E5AduPEZEFIrJIRG50N58MvKSqlwInNOe6xrFv/05MuuZArj96MJMXbuDwuz/l7vcWsC3I\nSmymaf7tEBVV3mctDtcc4itxVFSHOV+YcRytrXHcJFa4xPGDiBwXuFFEjgWWNPO644FjAs6bCTwE\nHAsMAc6lqj7zAAAgAElEQVQUkSFAT2C5e5jNJR4jedmZXHnoAD667mCOHbYT93+0iMP/9SlvzFpl\nkyZGyL/nUyTJN3xVlfNvuMThq44SadzGYVVVJp7CJY7fAveKyHgRudp9PI3TvnFNcy6qqpOBnwM2\njwQWqeoSVa0CnsdZdXAFTvIIG6+IjBWR6SIyff16q7v3qltRPvedsQcvXj6KDgU5/HrCTE58aCqf\nL9qQ7NBajGhLHF7WEw96vsDBfpYjUsrzX/9Eya0fNBjfk25CfhCr6kJgN+BToK/7+BQY7u6LtR7s\nKFmAkzB6AK8Ap4jII8DEMPE+pqolqlpSXBysTd+Es3ffjky8+gD+eepw1m/ZzllPfMV547627rse\n+BJHTlYG22KUOHz7vvox8PsVuPMfNqjqsuSROv7v9e/ZsHU7a7ek72qFIbvjAqjqduCpBMUSrFJW\nVbUcuNDTCUSOB44fMGBATANrLTIzhNNKenH87t155otlPPTJIkY/8Bkn7N6d3xwxkP7FbZIdYkry\njd1ol5cdUeIIO+QjTCLIznS+71W5q0CKhO9hZRIrIwOohU3l1XQryk92OHGRStOjrwB6+T3vCUS0\nwHZrWY8j3vKyM7n0oP58ev2hXHnozrw3dw1H3P0pv54w0yZPDMLXk6pjYXb4xuwA/iWOwIGD/vsC\n25xysjLc1+yYlt3apVKHrwRalsZr5KRS4pgGDBSRfiKSA5wBvJHkmFq1ovxsrj96F6b8/jAuPag/\nH8xby1H3TObyZ2ZYFZYf3/rv7Qty2FZVQ+m2ak/rwtc1aFRveKx/4gjs4ltf4rApZFJSfeJI42lQ\nvCwdWygiGX7PM0SkoDkXFZEJwBfAYBFZISIXq2oNcBXwLjAP+J+qfh/hedN66dhkKW6byx+O3ZWp\nNxzG1YcNYOqiDYx+4DPOffIrPp6/Lq0bAb2orHY+wDsUZFNZXcfd7y9g/OdLeeWblYDTwH3jy7Mp\n3dbwg+SPr+5YgKh8e8PeWP4FiMAG8my3kSPc1OlWAEke33+Hssr07d7upcTxIeCfKAqAD5pzUVU9\nU1W7qWq2qvZU1Sfd7ZNUdZCq7qyqt0VxXquqiqMOhTn87qjBfHbjYVx/9GAWrt3CheOnccQ9n/LM\nl8ta7TgQX8miQ0EOAFu3O88r3WqrF6b9xPPTlnPvhw37lPjn28Dfnf++wOqvnCxnqhj/6q3ARBGu\n4d0kRqsucQB5qrrV98T9uVkljnixEkdiFOVnc+WhA5jy+8O474wRtMnN4i+vzWHUHR9x+6R5LF6/\ntemTpJHtvhJHoZM4fInE9+Hv+9f/szywTcKXbPyO8NvXMKn4Shy+xLFycwXfr2r4nrd1WJLDv3qy\ntbdxlIvInr4nIrIXkJIzilmJI7FysjIYM6IHr1+5Py9dPor9B3Ri3Gc/cvi/PuX0R7/glW9WRDSu\noaXytUF0KMhu8DxcFV5ggWBLwIeM/0uPumdyg3059b2qdpQ4Hp/yY4NjqmO2LoiJxGa/6siyivQt\ngYftjuv6DfCiiPh6OHUDfhm/kGJgww/w1C+SHUWrIUCJ+6jqX8f6LdtZv66SytfqmPOG0Lkwl85t\nc2iTm5XYqTB2OxVKPPXkbhZfw3bnNrnAjjYJ31ri3y7fDDQsZQSuM37uk1+z9M4d79k6VToW5vBz\neVWj62X52jjCJIdgrzPx5/97T+c1QppMHKo6TUR2AQbjfEbMV9X0/Y2YZsnJzKBH+3y6t8+jrLKG\n9WWVrNtaydotleRmZdCpMJdObXIoyMmMbxJZ4zY8JyBxbKmsJitD6Nu5EIC1Zc7AL1910RuznO9c\n/qWIptogPlkQevYDX6+q179dGfKYO96e13TgJuY2NUgc0SVv3zl8VZ+pKNx6HIep6kcicnLAroEi\ngqq+EufYItZgAOCFbyU7nFZNgCL3UVxRzXvfr2Hi7NVMXbSB2vXKgC5tOHbYThy6Sxd279mezIwY\nJ5EEljjLKqtpl59Nz/bOYK81pU7iCKyq8p8/KoLZ1wH4+sefmfD1T7w6cyUHD3JmRgg32HCZLRec\nFJvcqqritrls2Bpd4tjjlvcBGpRAU024EsfBwEfA8UH2Kc5UIClFVScCE0tKSi5Ndixmh6L8bE4r\n6cVpJb3YuHU7b89Zw8RZq3jo40U88NEiOhbmcMigYg4eXMzefTvSvX3LGm1bVlFDu7wsOrfJJScz\ngy1uY/bslaX89Y0dPcqbKnGoasjp0U//9xf1P3++2OYRS1Xr3GlGdtmpLUs3loc99q53F7B80zbu\nO2OPRIQWUyETh6re5P4b/7K+aTU6tcnlnH37cM6+fdi8rYpPF67n4/nr+GjBOl6Z6VS9dCvKY8/e\nHdhlp7b07lRAp8JcMjOEzduqWLm5gi2VNXRtl8cxw3aiYwoU5zdXOCWOjAxh1+7tmOW2abw/t+FC\nmeHaOMCp0hozokeDbU+cV8Il/5neYJuzTKw1fgd6fPISenTIp0f7fHp0yKdTYU7C1ylZW7ad7Exh\nYJe2zFi2KeyxD368CIB7Th9BRqxL3HHWZBuHiHQCbgIOwHm3fgb8TVU3xjm2iNlcVS1L+4Icxozo\nwZgRPaitU+auKuObnzYxY5nzeOu71WFff8ubczlvVB/GHtSfTm7DdCJt3lbF+i3bWVNaQd9OTvvG\nnr3b1yeOQA264/pVVQ3q2oaFa7fWT+fi38PqiCFdG50nknXNW5PbJjVs18nLzqB7eyeR9HQTSq+O\nBfTtVEjfzoUU5TdrWaGgVpdW0LVdHsVtc9lWVcu2qhoKcsJ/zG4sr6K4beLfv83hpVfV88Bk4BT3\n+dnAC8AR8QoqWlZV1XJlZgi79Sxit55FnL9fX8DpnbR80zY2b6umpraOooJserTPp11eNgvWbuHf\nny7msSlLePbLZZy1T29O2L0HQ7u3a/Lb28at21m6sZy9+nSMKEZfH/3crEwWrNnC0fc63WQLczLZ\nb+fOABw8qJinpi4N+vq6ECWOO08ZzskPf86r36zkt0cMYre/vtfgdf83egh/e3Ou33kiCrvVmHXT\nUazcVMHKzRWs2LSt/ueVmyuYu6qMjQE9zToUZNOnUyF9OxXQt3Mhg7u2Zddu7ejdsSDqEsCS9eX0\n61xIpzZOSXjDlip6d2r8Metf+lxdWsHL36zgzrfns/DWYz1f64O5axneq4gubfOiirU5vCSOjqp6\ni9/zW0XkxHgFZIxPfk4mg7q2Dbpv127tuPeMPbjqsAHc+8EPPDV1KY9P+ZGi/GxG9GrP3zaVk5eV\nyfyF6ynKz6ZdXhZ1Ct+vKuWWN+eyYWsV950xolHVUEVVLZsrqoLOanrsvVPIzszg3d8exLjPdoyb\nKK+qZZednDgPHlTMRfv3Y9zUHxu9vk6dLpqH/+sTbhkzrH77iJ7tAVhVWsmAP73d6HUXHdCPuavL\neGnGivptHQqy6xtijaMoP5ui/GyGdG8XdL/vi8jSDeUs3VjO0o3bWLaxnGlLN/H6rFX1JcLCnEx2\n6daOId3asXuv9uzZuz39Ohc2We1VU1vH4vVbOb2kF707OmOkf9xYTu9OjcdL+09HsmpzJY9NdtbG\n89KNentNLbvf/B6V1XX071zIR9cd0uRrYk2amlVTRO4CpgP/czedCgz1tYGkopKSEp0+fXrTB5q0\nsXlbFR/MW8eMZT8z86fN3Lzp9+zKMuZqn0bH5mVnUuNW9/TtVEhhbhZZmUKmCIvXb2VjeRUlfTqQ\nleF0ey2vqmFtWSXrtmwHYM/eHZi1fHODUsOInu3Jy86sf15aUc28NWUNrluYk0lhbhbrtmwnPzuz\nfiqRfft14vtVpfWN6v727dep/ucvf9xRO5ydkUF1mK5Zu/Uo4rtWNhGl/+8qUnWq9VVL5VW1bNte\nw7aq2vq/cUFOJp0Kc2ibl02b3Cy3namhLdur+X5VGQO6tKEoL5sZP22iT8eCoF9CKqprmbXCqdLs\n06mAVZsrqa6tY/ee7eu3h7of//dBc+/bn1w0aYaqlng51kuJ4zLgWuBZ93kGzmjya3HWywie3o1J\noPYFOZy6V09O3ctZLLJu2mVUz3qBodV11NQpNXWK4Ix2b5uXRUVVLfNWb2FRiOlRvl2+mfzsTDJE\nKA0Y1f3NTw0bPdvkZjVIGgDt8rMaDeArr6ql3O1CGzj/1MCubRudN9DIvh35eqmzsFN1XR0lfTow\nPUQDbGFOFsO6FzFnVetKHtHKEKFNbhZtcnd8JCpKRXUtZRU1rN9SyfJNFUAFAhTmZtE2L6s+kWRm\nCKs2VyAC7fOzycrIICtD6v/egfzbqapq6upHNLWUqWKaLHG0JH6N45f+8MMPyQ7HpLjq2joWrNnC\nwrVb2FJZw5bKanKzMhFxksPGrVWUV9VQ0qcjbXKzWLJhKx/OW9dgmvOT9+zBLWOGUZgb/DvYZz9s\n4O/vzA/77d/XX3/MQ1MbNawH9uX/zfMzee3bVfX7VJV+f5gU8px9bww/nunlX43ilEe+aLDt9pN2\nazBzb0sR73EPm8qrmLb0Z6Yv28T0pT/z3crSRlO7/Om4Xbn0oP4AXPncN3y99Ge++sPhjdpM3pq9\nmiv/+w0Ao4d345tlm1hVWskLY/fll499CThfcoK1efj/TbMyhEW3HxeT+xORmJY4EJETgIPcp5+o\n6pvRBhdP1jhuIpGdmcGwHkUM6+F9brPSimrWlVXSoTCHDgU5TQ5cPGBgZw4YeADVtXXMW13GCQ9O\nbbD/iF271P/8nwtHsvvf3gs8RQNjD9q5PnEATda733jsLtz59vxG2/fp15FBXdsyoleHBtv37N2e\njoWx722UDjoU5nDU0J04auhOgDP78XcrS5mzspRtVbXs0bt9fScJgCOGdOGt71bz5ZKN7Degc4Nz\nbdjqVHsO6tqG1aWV9X/HbX4l0aqaurBje6DR8vMJ42U9jjuBa4C57uMad5sxrU5RfjYDu7alc5vc\niEa7Z2dmMLxne77+4+ENtl9yYP8d5y7IZp9+4Xt69S8ubLTt6YtG1v88qn8nrj5sR3f0yw/eOeh5\n7jh5N245cViDe5j3t2N44bJRZGak0vpuqSsvO5O9+3bkwv37ceWhAxokDYBjh3WjuG0u/3h3QaMu\n1Cs3V5CTlcGQbu1YU1qJ71ceOCmo1wohVa0ffJgIXt4hxwFHquo4VR0HHONuM8ZEqEu7PH647VhG\n9GpP29ysRj2A7j9zxyjiru0a9+0PbEsB2Lf/jmRz3xkj+N1Rg8PG8Ml1hwRdPz4/J5PsTKduPlBh\nTuPrmvDysjO56fghfLt8Mze8NLtB8liyvpx+nQrp0SGfNWWV9QkicBqZwIGigUsWVNcqC9du4dmv\nfmLkbR8yP6BDRrx4qqoC2gM/uz/bnOXGNEN2ZgavXbl/0H1d2+3ok3/lod4GsuZm7fhQb2r8QXbm\njskYQwlWkrri0AH8890FnuIxO4we3p0l68u5+/2FLPt5G38/ZTf6dirkm582cdDAznQryqe2Tusn\nxqwIWNDr2+Wb2buv88VgxaZtHP6vTxtdw3/a/R/Xl7PLTvHvr+SlxHEHMFNExovI08AM4Pb4hmVM\n6+UbA+BbdyPQP08dzg3H7BJ0X2aQSu8z9u4FwAm7d+ej3x3S5PWDlTjiuTzwoYOL43buVPDrwwdy\n3xkjWLRuK0fdM5lf3P8ZP5dXccywbgx2x//4GtkDF/S66Klp9T//FDBxZbeixA/88/EyrfoEEfkE\n2Btn0tMbVHVNvAOLhk05YtLB29ccyBNTfuTkPXsG3X9aSa+Qrw1W4vBVb+3eqz29Oja9eGfnINNf\nxLOX6EGDivk4zDTyXvh3MkhFY0b0YL+dO/P050uZsmgDVx06gKOHdqVOnSrJtWVOY/nKzQ2TQ1WI\n6WV+sVs3EKd3lr9PF65nVWklFx/QLz434vLSOH4SsE1V31DV14HKVB05bisAmnRQmJvFNUcMJCcr\n8kbqYNVMudnOeSqrva3GOKhrW168fFSDbXWqDA0xIru5gg2m89eviao1gEfP2StW4cRNcdtcrjt6\nMK9fuT/XHT0YESEzQ7jzlOEM71lEUX42s1c07LYdal6yEb3ac+Sujecxe37acm7xm54mXry8M29S\n1fq7UdXNOJMeGmNSTLCqqjy3DcR//ElT9u7bsUGPLFXln6fu3vwAg/jl3qFLUAAfX3cIc24+OuT+\n00t6khWiWq8lOHRwF9646gCuPXJQo8ThX9LzL/T17JDPzkE6OCSKl992sGO8NqobYxLg5D2dObfy\nshv/d/VVVYUqcQzp1o7zRzWemuXGY3fhz7/YFYDc7EyGdG/H82P3jVXIDeLrEbAGy5TfH9rgeZsQ\nAywB/hGnhJZoZ+3Tm5EB3bH9Z/D172DVu1MBbfOS9zHsJXFMF5G7RWRnEekvIvfgNJAbY1LEP04Z\nzpybjw46WCy/iaqqSdccyM1+ky76O29UX647ahCXHOjUmcd8pUbX1BsPa/C8V8cChnRrx4AuO75V\n/+PU4Qzt3i6pH5jxlJ2ZwTMXj2T/ATvmniqtqOaf786nrk4bLOA1uGtbugTpru1z93sL+PWEmfUz\nOseal7/A1cBfcKZSF+A94Mq4RGOMiUpWZgZtQlTX5LoljqoIqqp8crIyuOqwgfXPd+3WuJ1jrz4d\nmly0KNBlB/fn/FF9WbBmS6N93/31KMBJaP5OL+nF6SW9ePbLZfz5tTkRXa+lyM3K5LlL9mXFpm2U\nVlQzfupSHvp4Md8s28wXS3ZMbpiVmUFWZgbjLijh/bnrmPD1Tw3Oc/9HziJRRw3tyujh3YNea9Xm\nCkorqsnKEN6ftzboMaF46VVVDtwIICKZQKG7zRjTAvimpt+jd/tmn8u/yuj+M/egW1Fe/TiDc574\nis8WBV/WdnDXttx0whC6F+WzpbKG3Xo6HViCLRPcNi/8lCe+FSQ3bN3eaKR1uujZoYCeHeD6Ywbz\n4owVfLFkIyfv0YOR/Tryi+Hd6o87bJeu7LdzZ+auLgu6gNhV/52JqpNAttfUMdxd62V4z6JG7SmR\n8NKr6r8i0k5ECoHvgQUicn3UVzTGJNRefTow+fpDOT1MN95IjHY/uA7fpUt90gB49pJ9GlUj+Xpi\nnbVPb/bbuTN9OxfWJ43m6twm11P34pbMf5GmAwd15oyRvRsl1rzsTF6/cn8ePWfPoOe4esJMBv/5\nnfqkATRIGoU5mdxx8m4RxeWlqmqIqpaJyNnAJOAGnDaOf0Z0pQSwcRzGBBdsMaFo3XXa7vzuqMFB\nZwR+8+oDuPzZb5i3uowPrj2ILxZv5C+vf0/PDo1LFoHGX7g37QuSv4Z8qurdRJI8Zlg3njy/hIuf\nDr8W0aGDixnYtS2/PWIQ+X5TyZwVQSxeEke2iGQDJwIPqmq1iKTkXOw2O64x8ZeXnRlybEWfToVM\n+vUBrC3bzk5Feexc3IahPYrYs3eHoMf7O2Rwag/iS7ZeHZpO/ofv2pWz9unNf7/6iX+cOpzfvzS7\n0TFPXTgyyCsj4yVx/BtYCswCJotIHyAxM2kZY1ocEWEndzoMEfGUNExoJ+3Rg1dnrqQ4yIj+YG4+\nYSg3HLMLRfnZ1NQqh+/ahfYF2VRW11FWEZvlhqNayElEslS18TqXKcKWjjXGpIvK6lrKKqsbtHfE\nQyQLOXlpHC9yx3FMdx//ApqeA8AYY0yz5WVnxj1pRMrLAMBxwBbgdPdRBjwVz6CMMcakLi9tHDur\n6il+z28WkW/jFZAxxpjU5qXEUSEiB/ieiMj+QEX8QjLGGJPKvJQ4Lgf+IyK+UTubgPPjF5IxxphU\nFjZxiEgGMFhVdxeRdgCqal1xjTGmFQtbVaWqdcBV7s9lljSMMcZ4aeN4X0SuE5FeItLR94h7ZC53\nKvcnReSlRF3TGGNMaF4Sx0U406hPxpmjagbgaXSdiIwTkXUiMidg+zEiskBEFonIjeHOoapLVPVi\nL9czxhgTf16mVW/OqufjgQeB//g2uFOzPwQcCawAponIG0AmcEfA6y9S1XXNuL4xxpgY8zJy/EoR\nae/3vIOIXOHl5Ko6Gfg5YPNIYJFbkqgCngfGqOp3qjo64OE5aYjIWN/o9vXr13t9mTHGmAh5qaq6\nVFXrVwhR1U1Ac2af7QEs93u+wt0WlIh0EpFHgT1E5A+hjlPVx1S1RFVLiouLmxGeMcaYcLyM48gQ\nEVF3NkS3qqk5k+YHW7Q45EyLqroRZyyJMcaYFOClxPEu8D8ROVxEDgMmAO8045orAP+lyHoCq5px\nvnoicryIPFZaGv2SiMYYY8LzkjhuAD4CfoXTu+pD4PfNuOY0YKCI9BORHOAM4I1mnK+eqk5U1bFF\nRbFZmtIYY0xjXnpV1QGPuI+IiMgE4BCgs4isAG5S1SdF5CqckkwmME5Vv4/03CGuZ0vHGmNMnDW5\nkJOIDMTpJjsEqJ8UXlX7xze06NlCTsYYE5mYLuSEs/bGI0ANcCjOmIxnog/PGGNMS+YlceSr6oc4\npZNlqvpX4LD4hhUdaxw3xpj485I4Kt1Zcn8QkatE5CSgS5zjioo1jhtjTPx5SRy/AQqAXwN7Aedi\n63EYY0yr5aVX1TT3x63AhfENp3msV5UxxsRfyMThTjwYkqqeEPtwmkdVJwITS0pKmjMlijHGmDDC\nlThG4cwpNQH4iuBThRhjjGllwiWOnXCmPj8TOAt4C5gQq8F6xhhjWqaQjeOqWquq76jq+cC+wCLg\nExG5OmHRRci64xpjTPyF7VUlIrkicjLwLM48VfcDryQisGhYd1xjjIm/cI3jTwPDgLeBm1V1Tqhj\njTHGtB7h2jjOBcqBQcCvRerbxgVQVW0X59iMMcakoJCJQ1W9DA5MKTaOwxhj4q/FJYdwrI3DGGPi\nL60ShzHGmPizxGGMMSYiljiMMcZExBKHMcaYiKRV4rCR48YYE39plTisV5UxxsRfWiUOY4wx8WeJ\nwxhjTEQscRhjjImIJQ5jjDERscRhjDEmIpY4jDHGRCStEoeN4zDGmPhLq8Rh4ziMMSb+0ipxGGOM\niT9LHMYYYyJiicMYY0xELHEYY4yJiCUOY4wxEbHEYYwxJiKWOIwxxkTEEocxxpiIiKomO4aYE5Et\nwIJkxxEHnYENyQ4iTtL13uy+Wp50vbem7quPqhZ7OVFWbOJJOQtUtSTZQcSaiExPx/uC9L03u6+W\nJ13vLZb3ZVVVxhhjImKJwxhjTETSNXE8luwA4iRd7wvS997svlqedL23mN1XWjaOG2OMiZ90LXEY\nY4yJE0scxhhjImKJwxhjTERaVeIQkUNEZIqIPCoihyQ7nlgSkV3d+3pJRH6V7HhiRUT6i8iTIvJS\nsmOJhXS7H590ff9B+n5uiMiB7j09ISKfR/LaFpM4RGSciKwTkTkB248RkQUiskhEbmziNApsBfKA\nFfGKNVKxuDdVnaeqlwOnAykxeClG97VEVS+Ob6TNE8l9toT78YnwvlLu/RdOhO/NlPzcCCbCv9kU\n92/2JvB0RBdS1RbxAA4C9gTm+G3LBBYD/YEcYBYwBNjN/WX4P7oAGe7rugLPJfueYnlv7mtOAD4H\nzkr2PcXyvtzXvZTs+4nFfbaE+4n2vlLt/Rere0vVz41Y/M3c/f8D2kVynRYz5YiqThaRvgGbRwKL\nVHUJgIg8D4xR1TuA0WFOtwnIjUec0YjVvanqG8AbIvIW8N/4RexNjP9mKSuS+wTmJja66EV6X6n2\n/gsnwvem72+WUp8bwUT6NxOR3kCpqpZFcp0WkzhC6AEs93u+Atgn1MEicjJwNNAeeDC+oTVbpPd2\nCHAyzht7Ulwja55I76sTcBuwh4j8wU0wLUHQ+2zB9+MT6r4OoWW8/8IJdW8t6XMjmHD/5y4Gnor0\nhC09cUiQbSFHNKrqK8Ar8QsnpiK9t0+AT+IVTAxFel8bgcvjF07cBL3PFnw/PqHu6xNaxvsvnFD3\n1pI+N4IJ+X9OVW+K5oQtpnE8hBVAL7/nPYFVSYol1tL13tL1vgKl632m631B+t5bzO+rpSeOacBA\nEeknIjnAGcAbSY4pVtL13tL1vgKl632m631B+t5b7O8r2b0AIugtMAFYDVTjZNCL3e3HAQtxeg38\nKdlx2r2l/321lvtM1/tK53tL1H3ZJIfGGGMi0tKrqowxxiSYJQ5jjDERscRhjDEmIpY4jDHGRMQS\nhzHGmIhY4jDGGBMRSxymVRORWhH51u/R1NT8CSEiS0XkOxEJOUW5iFwgIhMCtnUWkfUikisiz4nI\nzyJyavwjNq1JS5+rypjmqlDVEbE8oYhkqWpNDE51qKpuCLP/FeAuESlQ1W3utlOBN1R1O3C2iIyP\nQRzGNGAlDmOCcL/x3ywi37jf/Hdxtxe6i+VME5GZIjLG3X6BiLwoIhOB90QkQ0QeFpHvReRNEZkk\nIqeKyOEi8qrfdY4UkSYn0BORvUTkUxGZISLvikg3dabCngwc73foGTijh42JG0scprXLD6iq+qXf\nvg2quifwCHCdu+1PwEequjdwKPBPESl0940CzlfVw3CmGO+Ls0DVJe4+gI+AXUWk2H1+IU1May0i\n2cADwKmquhcwDmdqdnCSxBnucd2BQcDHEf4OjImIVVWZ1i5cVZWvJDADJxEAHAWcICK+RJIH9HZ/\nfl9Vf3Z/PgB4UVXrgDUi8jE4c3SLyDPAOSLyFE5COa+JGAcDw4D3RQScFd1Wu/veBB4WkXY4y7a+\npKq1Td20Mc1hicOY0La7/9ay4/+KAKeo6gL/A0VkH6Dcf1OY8z4FTAQqcZJLU+0hAnyvqqMCd6hq\nhYi8A5yEU/L4bRPnMqbZrKrKmMi8C1wt7ld/EdkjxHGfAae4bR1dgUN8O1R1Fc56CH8Gxnu45gKg\nWERGudfMFpGhfvsnANfirIn9ZUR3Y0wULHGY1i6wjePOJo6/BcgGZovIHPd5MC/jTGs9B/g38BVQ\n6rf/OWC57ljPOiRVrcLpLfV3EZkFfAvs53fIe0B34AW16a5NAti06sbEiYi0UdWt7jrjXwP7q+oa\nd9mylfkAAAB7SURBVN+DwExVfTLEa5cCJU10x/USw3jgTVV9qTnnMcaflTiMiZ83ReRbYApwi1/S\nmAEMB54N89r1wIfhBgA2RUSeAw7GaUsxJmasxGGMMSYiVuIwxhgTEUscxhhjImKJwxhjTEQscRhj\njImIJQ5jjDERscRhjDEmIv8PVlN3HymW/GgAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -937,7 +937,7 @@ "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEaCAYAAAAL7cBuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -947,7 +947,7 @@ "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY4AAAEaCAYAAAAG87ApAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nuChxiIhIXJQ4REQkLkocIiISl/8PMcPiun1YM38AAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1028,8 +1028,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 966169de084fcfda3a5aaca3edc0065c8caf6bbc\n", - " Date/Time | 2017-03-09 08:49:20\n", + " Git SHA1 | 4b01fd311461f1350989cb84ec18fe2cbaa8fa9f\n", + " Date/Time | 2017-03-10 17:31:49\n", " OpenMP Threads | 8\n", "\n", "\n", @@ -1038,10 +1038,10 @@ "\n", " ============================> RESULTS <============================\n", "\n", - " k-effective (Collision) = 1.16606 +/- 0.00085\n", - " k-effective (Track-length) = 1.16650 +/- 0.00098\n", - " k-effective (Absorption) = 1.16382 +/- 0.00046\n", - " Combined k-effective = 1.16403 +/- 0.00045\n", + " k-effective (Collision) = 1.16235 +/- 0.00111\n", + " k-effective (Track-length) = 1.16345 +/- 0.00134\n", + " k-effective (Absorption) = 1.16397 +/- 0.00058\n", + " Combined k-effective = 1.16388 +/- 0.00058\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] @@ -1134,9 +1134,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Continuous-Energy keff = 1.165177\n", - "Multi-Group keff = 1.164031\n", - "bias [pcm]: 114.7\n" + "Continuous-Energy keff = 1.165379\n", + "Multi-Group keff = 1.163885\n", + "bias [pcm]: 149.4\n" ] } ], @@ -1233,7 +1233,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 38, @@ -1242,9 +1242,9 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAADHCAYAAAAeaDj1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nomD8HxUOI6vtAEjvAAAAAElFTkSuQmCC\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAADHCAYAAAAeaDj1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1363,8 +1363,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 966169de084fcfda3a5aaca3edc0065c8caf6bbc\n", - " Date/Time | 2017-03-09 08:50:01\n", + " Git SHA1 | 4b01fd311461f1350989cb84ec18fe2cbaa8fa9f\n", + " Date/Time | 2017-03-10 17:32:18\n", " OpenMP Threads | 8\n", "\n", "\n", @@ -1373,10 +1373,10 @@ "\n", " ============================> RESULTS <============================\n", "\n", - " k-effective (Collision) = 1.16276 +/- 0.00086\n", - " k-effective (Track-length) = 1.16275 +/- 0.00100\n", - " k-effective (Absorption) = 1.16348 +/- 0.00048\n", - " Combined k-effective = 1.16344 +/- 0.00047\n", + " k-effective (Collision) = 1.16104 +/- 0.00109\n", + " k-effective (Track-length) = 1.16004 +/- 0.00125\n", + " k-effective (Absorption) = 1.16297 +/- 0.00061\n", + " Combined k-effective = 1.16273 +/- 0.00061\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] @@ -1415,8 +1415,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "P3 bias [pcm]: 114.7\n", - "P0 bias [pcm]: 173.7\n" + "P3 bias [pcm]: 149.4\n", + "P0 bias [pcm]: 265.3\n" ] } ], @@ -1538,8 +1538,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 966169de084fcfda3a5aaca3edc0065c8caf6bbc\n", - " Date/Time | 2017-03-09 08:50:41\n", + " Git SHA1 | 4b01fd311461f1350989cb84ec18fe2cbaa8fa9f\n", + " Date/Time | 2017-03-10 17:32:48\n", " OpenMP Threads | 8\n", "\n", "\n", @@ -1548,10 +1548,10 @@ "\n", " ============================> RESULTS <============================\n", "\n", - " k-effective (Collision) = 1.16296 +/- 0.00090\n", - " k-effective (Track-length) = 1.16342 +/- 0.00100\n", - " k-effective (Absorption) = 1.16374 +/- 0.00046\n", - " Combined k-effective = 1.16376 +/- 0.00046\n", + " k-effective (Collision) = 1.16348 +/- 0.00117\n", + " k-effective (Track-length) = 1.16263 +/- 0.00133\n", + " k-effective (Absorption) = 1.16485 +/- 0.00063\n", + " Combined k-effective = 1.16459 +/- 0.00061\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] @@ -1595,8 +1595,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "P3 bias [pcm]: 114.7\n", - "Mixed Scattering bias [pcm]: 141.6\n" + "P3 bias [pcm]: 149.4\n", + "Mixed Scattering bias [pcm]: 79.0\n" ] } ], @@ -1617,7 +1617,7 @@ "source": [ "Our tests in this section showed the flexibility of data formatting within OpenMC's multi-group mode: every material can be represented with its own format with the approximations that make the most sense. Now, as you'll see above, the runtimes from our P3, P0, and mixed cases are not significantly different and therefore this might not be a useful strategy for multi-group Monte Carlo. However, this capability provides a useful benchmark for the accuracy hit one may expect due to these scattering approximations before implementing this generality in a deterministic solver where the runtime savings are more significant.\n", "\n", - "**NOTE**: The biases obtained above with P3, P0, and mixed representations do not necessarily reflect the inherent accuracies of the options. These cases were *not* run with a sufficient number of histories to truly differntiate methods improvement from statistical noise." + "**NOTE**: The biases obtained above with P3, P0, and mixed representations do not necessarily reflect the inherent accuracies of the options. These cases were *not* run with a sufficient number of histories to truly differentiate methods improvement from statistical noise." ] } ],