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@mdouze
Created December 7, 2021 09:27
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{"cells":[{"metadata":{"trusted":true,"collapsed":true},"cell_type":"code","source":"from matplotlib import pyplot\n\nimport numpy as np\nimport os","execution_count":79,"outputs":[]},{"metadata":{"collapsed":true,"trusted":true},"cell_type":"code","source":"logdir = '\/mnt\/vol\/gfsai-flash3-east\/ai-group\/users\/matthijs\/bench_standalone_codec\/logs'","execution_count":85,"outputs":[]},{"metadata":{"collapsed":true,"trusted":true},"cell_type":"code","source":"class Experiment: \n def __init__(self): \n self.avg_recons_err = np.nan\n self.avg_norm = np.nan\n self.asym_recalls = [np.nan, np.nan, np.nan]\n self.sym_recalls = [np.nan, np.nan, np.nan]\n self.code_size = -1\n self.size_of_codec = -1\n self.decode_time = np.nan\n self.encode_time = np.nan\n ","execution_count":101,"outputs":[]},{"metadata":{"collapsed":true,"trusted":true},"cell_type":"code","source":"fnames = []\nfor fname in sorted(os.listdir(logdir)):\n if not fname.endswith('.stdout'): \n continue\n #if not ('IMI2x12' in fname and 'sentences_de' in fname): continue\n if len(fnames) > 0 and fnames[-1][:-9] == fname[:-9]:\n # same file, older version\n fnames[-1] = fname\n else: \n fnames.append(fname)\n\nresults = {}\nfor fname in fnames: \n run, db, key, ver, stdout = fname.split('.')\n if run == 'target32byte':\n # very detailed sweep for lattice at this tradeoff\n continue\n ex = Experiment()\n results[(db, key)] = ex\n for l in open(logdir + '\/' + fname): \n if l.startswith('code size'): \n ex.code_size = int(l.split()[-1])\n if l.startswith('size of codec'):\n ex.size_of_codec = int(l.split()[-1])\n if l.startswith('decode time'):\n ex.decode_time = float(l.split()[-1])\n if l.startswith('encode time'):\n ex.encode_time = float(l.split()[-1])\n if l.startswith('avg L2 norm of vectors'): \n ex.avg_norm = float(l.split()[-1])\n if l.startswith('avg reconstruction error'): \n ex.avg_recons_err = float(l.split()[-1])\n if l.startswith('asymmetric search'):\n mode = 'asym'\n if l.startswith('symmetric search'):\n mode = 'sym'\n if l.startswith('hamming search'): \n mode = 'sym'\n if 'R\u00401' in l: \n fi = l.split()\n recalls = [float(fi[5]), float(fi[7]), float(fi[9])]\n if mode == 'asym':\n ex.asym_recalls = recalls\n else: \n ex.sym_recalls = recalls\n \n ","execution_count":128,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"the_db = 'sentences_de'\nrank_no = 0\nrecall_rank = 10**rank_no\n\n\n# the_db = 'low_shot_resnet50'\nresults_sorted = list([(key, res) for (db, key), res in results.items() if db == the_db])\nresults_sorted.sort(key=(lambda x: x[1].code_size))\n\nall_best_per_size = {perf: None for perf in ('recons', 'sym', 'asym')}\n\nfor measure in all_best_per_size: \n best_per_size = {}\n for key, ex in results_sorted: \n sz = ex.code_size\n perf = (\n ex.avg_recons_err if measure == 'recons' else \n ex.sym_recalls[rank_no] if measure == 'sym' else \n ex.asym_recalls[rank_no] \n )\n if sz not in best_per_size or perf > best_per_size[sz] : \n best_per_size[sz] = perf\n best_per_size = list(best_per_size.items())\n best_per_size.sort()\n best_so_far = 0\n for i in range(len(best_per_size)): \n sz, cur = best_per_size[i]\n if cur > best_so_far: \n best_so_far = cur\n else: \n best_per_size[i] = (sz, best_so_far)\n \n all_best_per_size[measure] = dict(best_per_size)\n\ndef highlight(x, fmt, xmax): \n if x == xmax: \n return ('**' + fmt + '**') \u0025 x\n else: \n return (' ' + fmt + ' ') \u0025 x\n\nprint('| \u0025-30s | \u00254s | \u00259s | \u00258s | \u00256s | \u00256s | \u00256s | \u00256s |' \u0025 (\n 'codec', 'csz', 'codecsz', 'recons', 'sym', 'asym', 'encodet', 'decodet'\n))\n\ndef human_readable_size(nbyte): \n if nbyte \u003C 10000:\n return '\u00258d ' \u0025 nbyte\n elif nbyte \u003C 1000000:\n return '\u00258.3g k ' \u0025 (nbyte \/ 1024.)\n else: \n return '\u00258.3g M ' \u0025 (nbyte \/ 1024.**2)\n\nfor key, ex in results_sorted: \n if ex.code_size == -1: continue\n if 'Lattice' in key and '_4' in key: continue\n print('| \u0025-30s' \u0025 key, end=' ')\n\n print('| \u00254d | \u0025s | \u00258.4g | \u00256.3f | \u00256.3f | \u00256.2f | \u00256.2f |' \u0025 (\n ex.code_size, human_readable_size(ex.size_of_codec), \n ex.avg_recons_err, ex.sym_recalls[rank_no], ex.asym_recalls[rank_no],\n ex.encode_time, ex.decode_time))\n \n\nprint('avg norm of vectors \u002510g' \u0025 ex.avg_norm)","execution_count":131,"outputs":[{"output_type":"stream","text":"| codec | csz | codecsz | recons | sym | asym | encodet | decodet |\n| ITQ64,LSH | 8 | 276 k | nan | 0.025 | nan | 43.36 | nan |\n| OPQ8_48,PQ8 | 8 | 240 k | 0.04436 | 0.034 | 0.062 | 9.93 | 1.82 |\n| PCAR24,ZnLattice1x54_6 | 8 | 4.1 M | 0.04515 | 0.030 | 0.038 | 9.56 | 1.75 |\n| OPQ8_48,PQ8x10 | 10 | 384 k | 0.04405 | 0.052 | 0.080 | 13.59 | 0.47 |\n| OPQ24_96,PQ12 | 12 | 480 k | 0.04337 | 0.054 | 0.101 | 7.58 | 0.63 |\n| OPQ8_48,PQ8x12 | 12 | 960 k | 0.04384 | 0.070 | 0.090 | 33.32 | 0.47 |\n| Pad128,ITQ128,LSH | 16 | 580 k | nan | 0.063 | nan | 32.96 | nan |\n| RR128,LSHt | 16 | 513 k | nan | 0.049 | nan | 12.90 | nan |\n| OPQ16_64,PQ16 | 16 | 320 k | 0.04318 | 0.098 | 0.127 | 13.10 | 0.52 |\n| PCAR48,ZnLattice2x54_6 | 16 | 4.2 M | 0.04366 | 0.086 | 0.102 | 7.94 | 1.70 |\n| OPQ16_64,PQ16x10 | 20 | 512 k | 0.04292 | 0.126 | 0.143 | 10.93 | 0.65 |\n| OPQ16_64,PQ16x12 | 24 | 1.25 M | 0.04278 | 0.141 | 0.157 | 15.56 | 0.66 |\n| OPQ24_96,PQ24 | 24 | 480 k | 0.04203 | 0.155 | 0.202 | 40.63 | 0.59 |\n| OPQ16_64,PQ16x14 | 28 | 4.25 M | 0.0427 | 0.151 | 0.160 | 102.27 | 0.59 |\n| Pad256,ITQ256,LSH | 32 | 1.25 M | nan | 0.121 | nan | 33.70 | nan |\n| RR256,LSHt | 32 | 1 M | nan | 0.099 | nan | 16.76 | nan |\n| OPQ32_128,PQ32 | 32 | 640 k | 0.04111 | 0.206 | 0.255 | 18.77 | 0.83 |\n| PCAR64,SQ4 | 32 | 4.26 M | 0.04323 | 0.090 | 0.116 | 16.19 | 0.51 |\n| PCAR96,ZnLattice4x54_6 | 32 | 4.38 M | 0.04168 | 0.201 | 0.222 | 8.69 | 0.81 |\n| OPQ32_128,IVF16384,PQ32 | 34 | 8.63 M | 0.04079 | 0.242 | 0.275 | 82.16 | 0.42 |\n| OPQ32_128,IMI2x10,PQ32 | 35 | 1.13 M | 0.04083 | 0.232 | 0.277 | 51.14 | 0.34 |\n| OPQ32_128,IMI2x12,PQ32 | 35 | 2.63 M | 0.04079 | 0.246 | 0.281 | 61.32 | 0.35 |\n| OPQ32_128,IMI2x14,PQ32 | 36 | 8.63 M | 0.04076 | 0.247 | 0.284 | 38.92 | 0.49 |\n| OPQ32_128,PQ32x10 | 40 | 1 M | 0.04071 | 0.258 | 0.288 | 22.44 | 0.79 |\n| OPQ32_128,Residual2x14,PQ32x10 | 44 | 9 M | 0.04055 | 0.289 | 0.305 | 34.87 | 0.41 |\n| OPQ32_128,PQ32x12 | 48 | 2.5 M | 0.04052 | 0.292 | 0.307 | 91.29 | 0.89 |\n| OPQ32_128,Residual2x14,PQ32x12 | 52 | 10.5 M | 0.04044 | 0.303 | 0.319 | 44.78 | 0.40 |\n| OPQ32_128,Residual2x14,PQ32x14 | 60 | 16.5 M | 0.04038 | 0.315 | 0.322 | 94.09 | 0.41 |\n| OPQ64_256,PQ64 | 64 | 1.25 M | 0.03845 | 0.363 | 0.421 | 12.66 | 1.44 |\n| PCAR128,SQ4 | 64 | 4.51 M | 0.04125 | 0.189 | 0.230 | 13.19 | 0.71 |\n| PCAR64,SQ8 | 64 | 4.26 M | 0.0426 | 0.166 | 0.165 | 17.95 | 0.54 |\n| PCAR192,ZnLattice8x54_6 | 64 | 4.76 M | 0.03914 | 0.366 | 0.393 | 10.63 | 1.14 |\n| OPQ64_256,PQ64x10 | 80 | 2 M | 0.03791 | 0.435 | 0.469 | 111.14 | 1.75 |\n| OPQ64_256,PQ64x12 | 96 | 5 M | 0.03767 | 0.473 | 0.498 | 213.54 | 1.64 |\n| OPQ128_512,PQ128 | 128 | 2.5 M | 0.0355 | 0.534 | 0.599 | 16.70 | 3.06 |\n| PCAR128,SQ8 | 128 | 4.51 M | 0.04032 | 0.327 | 0.327 | 9.30 | 0.69 |\n| PCAR384,ZnLattice16x54_6 | 128 | 5.51 M | 0.03623 | 0.554 | 0.596 | 10.71 | 1.80 |\n| OPQ128_512,PQ128x10 | 160 | 4 M | 0.03497 | 0.630 | 0.668 | 25.14 | 3.18 |\n| PCAR512,PQ128x10 | 160 | 8.01 M | 0.03515 | 0.609 | 0.650 | 25.81 | 4.52 |\n| OPQ128_512,PQ128x12 | 192 | 10 M | 0.03467 | 0.680 | 0.713 | 68.92 | 3.09 |\n| OPQ128_512,PQ128x14 | 224 | 34 M | 0.03452 | 0.711 | 0.729 | 338.22 | 7.07 |\n| PCAR1024,PQ256 | 256 | 9.01 M | 0.01069 | 0.646 | 0.700 | 122.88 | 7.62 |\n| PCAR256,SQ8 | 256 | 5.01 M | 0.03747 | 0.528 | 0.528 | 10.69 | 1.08 |\n| PCAR768,ZnLattice32x54_6 | 256 | 7.01 M | 0.03314 | 0.724 | 0.780 | 12.76 | 3.42 |\n| PCAR1024,Residual2x14,PQ256 | 260 | 73 M | 0.008832 | 0.670 | 0.728 | 101.25 | 4.02 |\n| PCAR1024,PQ256x12 | 384 | 24 M | 0.00551 | 0.809 | 0.844 | 162.25 | 9.26 |\n| PCAR1024,Residual2x14,PQ256x12 | 388 | 88 M | 0.004612 | 0.839 | 0.867 | 208.75 | 3.67 |\n| PCAR1024,PQ512 | 512 | 9.01 M | 0.003313 | 0.881 | 0.901 | 33.06 | 8.53 |\n| PCAR512,SQ8 | 512 | 6.01 M | 0.03431 | 0.768 | 0.768 | 11.32 | 2.00 |\n| SQ4 | 512 | 8273 | 0.01512 | 0.478 | 0.582 | 15.54 | 0.42 |\n| PCAR1536,ZnLattice64x54_6 | 512 | -1 | nan | nan | nan | nan | nan |\n| PCAR1024,PQ512x12 | 768 | 24 M | 0.001003 | 0.965 | 0.970 | 227.62 | 13.56 |\n| SQ6 | 768 | 8273 | 0.003924 | 0.843 | 0.872 | 22.25 | 0.47 |\n| SQ8 | 1024 | 8273 | 0.0009623 | 0.955 | 0.965 | 18.18 | 0.27 |\n| SQfp16 | 2048 | 81 | 1.041e-05 | 0.999 | 0.999 | 37.52 | 0.28 |\navg norm of vectors 0.0502849\n","name":"stdout"}]},{"metadata":{"trusted":true},"cell_type":"code","source":"x = []\ny = []\nc = []\ntext = []\n\n\npyplot.title(the_db)\n\nax = pyplot.gca()\npyplot.gcf().set_size_inches(15, 10)\npyplot.xscale('log')\n\nfor key, ex in results_sorted: \n if ex.code_size == -1: continue\n if 'IMI' in key: continue\n if np.isnan(ex.sym_recalls[0]): continue\n if 'Lattice' in key and '_4' in key: continue\n x.append(ex.code_size)\n y.append(ex.sym_recalls[rank_no])\n c.append(\n 'blue' if 'SQ' in key else\n 'orange' if 'ITQ' in key else \n 'violet' if 'RR' in key else\n 'green' if 'IVF' in key or 'Residual' in key else\n 'cyan' if 'Lattice' in key else\n 'red' \n )\n text.append(key)\n ax.annotate(key, (x[-1], y[-1]), rotation=-45)\n \n \npyplot.xticks(2 ** np.arange(12), [str(xi) for xi in 2 ** np.arange(12)])\nax.scatter(x, y, c=c)\n# pyplot.xlim([6, 256])\npyplot.xlabel('bytes per code')\npyplot.ylabel('recall at rank \u0025d (symmetric)' \u0025 recall_rank)\npass","execution_count":132,"outputs":[{"output_type":"display_data","data":{"text\/plain":"\u003CFigure size 1080x720 with 1 Axes>","image\/png":"iVBORw0KGgoAAAANSUhEUgAAA3cAAAJyCAYAAABniTkRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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C7OyxfTvKDB5gvWvQswHuJjIwMsrKyaNu2req+pRmx6dOnk5yc\/MKYevbsiZaWlqrgy5gx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\n2Hl5eVFQUEB8fLx8rK2tLREREXTq1EkOCCkKehITE2nYsCEjR44kKiqqjGb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XmHR6XS4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\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kWLFvp9dSNHjiQi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SUpKQiKR8ODBA4qKigQRumPHDvbt20e3bt24desWc+fOpf83\/RlvOZ5mJc14dOcR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\nnHPOOVcJ\/D8UCEVUNoP7fAAAAABJRU5ErkJggg==\n"},"metadata":{"bento_obj_id":"139661937241952"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"x = []\ny = []\nc = []\ntext = []\n\npyplot.title(the_db)\n\nax = pyplot.gca()\npyplot.gcf().set_size_inches(15, 10)\npyplot.xscale('log')\n\nfor key, ex in results_sorted: \n if ex.code_size == -1: continue\n if 'IMI' in key: continue\n if np.isnan(ex.avg_recons_err): continue\n x.append(ex.code_size)\n y.append(ex.avg_recons_err)\n c.append(\n 'blue' if 'SQ' in key else\n 'orange' if 'ITQ' in key else \n 'green' if 'IVF' in key or 'Residual' in key else\n 'red' \n )\n text.append(key)\n ax.annotate(key, (x[-1], y[-1]), rotation=45, rotation_mode='anchor')\n \n \npyplot.xticks(2 ** np.arange(12), [str(xi) for xi in 2 ** np.arange(12)])\nax.scatter(x, y, c=c)\n# pyplot.xlim([6, 256])\npyplot.xlabel('bytes per code')\npyplot.ylabel('reconstruction error')\npass","execution_count":109,"outputs":[{"output_type":"display_data","data":{"text\/plain":"\u003CFigure size 1080x720 with 1 Axes>","image\/png":"iVBORw0KGgoAAAANSUhEUgAAA30AAAJfCAYAAADLmb8wAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nkZHxWFmtWrVi1qxZTJ48GRsbm2eupyRJkiQVJx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9z4cIF7t27x40bN0hNTSUjI4OZ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\n1668\/vrr2NraoigKgYGBuLq6kpSURHJyMsuWLcPe3p5OnTqRn5\/P4cOHS3T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NDU1uX\/\/PhERETg6OtK+fXt4zVzM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\nOsycOfNP72fVyWeqoxnOnz\/PgAEDaNu2Lba2thQUFDB16lTOnTuHuro6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qMGjVKhIaGiujo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\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NjY7Zv307Dhg2ZPn06d+7c4ejRo2zdupWtW7dSt25dfH19uXz5MpUqVcLU1FQi60ZGRlIB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\na9fGzs6O58+fM3bsWBo2bEifPn3w8vJi5syZ+Pr6kpeXx+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cnJiEQi1NTUBKdQUVER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\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FOjo7CApaikw2nNDQ\/jg4KNK9+6fXbuzYsdy8eZP69evT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\nsba2xt7enoEDB7Jr1y5+++035syZQ9WqVZk7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fffc+TIEVJTU1m2bBkjR47M0Wb2165d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\n+kPd6\/Lly9y6dYuB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zyelpaWYmZmRl5fHpk2byM3NJSws7LlURRXizyRJnxBCCCHEf8HGxgaVSkVcXBwqlQozMzMS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\nStOmTZk4cSJWVlakp6eTmpqKq6srZm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mSJfh8PsLDw6lRowZr1qzhxRdfZO\/evYwbN45bbrklj45GJGcKfSIiIiJy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\nRERERETEw\/4\/VtvqjAvdSfIAAAAASUVORK5CYII=\n"},"metadata":{"bento_obj_id":"139661934140776"}}]},{"metadata":{},"cell_type":"markdown","source":"# Reformat table"},{"metadata":{"trusted":true},"cell_type":"code","source":"\n\ntab =\"\"\"| ITQ64,LSH | 8 | 282848 | nan | 0.025 | nan | 43.36 | nan |\n| OPQ8_48,PQ8 | 8 | 245917 | 0.04436 | 0.034 | 0.062 | 9.93 | 1.82 |\n| OPQ8_48,PQ8x10 | 10 | 393373 | 0.04405 | 0.052 | 0.080 | 13.59 | 0.47 |\n| OPQ24_96,PQ12 | 12 | 491677 | 0.04337 | 0.054 | 0.101 | 7.58 | 0.63 |\n| OPQ8_48,PQ8x12 | 12 | 983197 | 0.04384 | 0.070 | 0.090 | 33.32 | 0.47 |\n| Pad128,ITQ128,LSH | 16 | 594144 | nan | 0.063 | nan | 32.96 | nan |\n| OPQ16_64,PQ16 | 16 | 327837 | 0.04318 | 0.098 | 0.127 | 13.10 | 0.52 |\n| OPQ16_64,PQ16x10 | 20 | 524445 | 0.04292 | 0.126 | 0.143 | 10.93 | 0.65 |\n| OPQ16_64,PQ16x12 | 24 | 1310877 | 0.04278 | 0.141 | 0.157 | 15.56 | 0.66 |\n| OPQ24_96,PQ24 | 24 | 491677 | 0.04203 | 0.155 | 0.202 | 40.63 | 0.59 |\n| OPQ16_64,PQ16x14 | 28 | 4456605 | 0.0427 | 0.151 | 0.160 | 102.27 | 0.59 |\n| Pad256,ITQ256,LSH | 32 | 1315040 | nan | 0.121 | nan | 33.70 | nan |\n| OPQ32_128,PQ32 | 32 | 655517 | 0.04111 | 0.206 | 0.255 | 18.77 | 0.83 |\n| PCAR64,SQ4 | 32 | 4465593 | 0.04323 | 0.090 | 0.116 | 16.19 | 0.51 |\n| OPQ32_128,IVF16384,PQ32 | 34 | 9044191 | 0.04079 | 0.242 | 0.275 | 82.16 | 0.42 |\n| OPQ32_128,PQ32x10 | 40 | 1048733 | 0.04071 | 0.258 | 0.288 | 22.44 | 0.79 |\n| OPQ32_128,Residual2x14,PQ32x10 | 44 | 9437434 | 0.04055 | 0.289 | 0.305 | 34.87 | 0.41 |\n| OPQ32_128,PQ32x12 | 48 | 2621597 | 0.04052 | 0.292 | 0.307 | 91.29 | 0.89 |\n| OPQ32_128,Residual2x14,PQ32x14 | 60 | 17301754 | 0.04038 | 0.315 | 0.322 | 94.09 | 0.41 |\n| OPQ64_256,PQ64 | 64 | 1310877 | 0.03845 | 0.363 | 0.421 | 12.66 | 1.44 |\n| PCAR128,SQ4 | 64 | 4728505 | 0.04125 | 0.189 | 0.230 | 13.19 | 0.71 |\n| PCAR64,SQ8 | 64 | 4465593 | 0.0426 | 0.166 | 0.165 | 17.95 | 0.54 |\n| OPQ64_256,PQ64x10 | 80 | 2097309 | 0.03791 | 0.435 | 0.469 | 111.14 | 1.75 |\n| OPQ64_256,PQ64x12 | 96 | 5243037 | 0.03767 | 0.473 | 0.498 | 213.54 | 1.64 |\n| OPQ128_512,PQ128 | 128 | 2621597 | 0.0355 | 0.534 | 0.599 | 16.70 | 3.06 |\n| OPQ128_512,PQ128x10 | 160 | 4194461 | 0.03497 | 0.630 | 0.668 | 25.14 | 3.18 |\n| OPQ128_512,PQ128x12 | 192 | 10485917 | 0.03467 | 0.680 | 0.713 | 68.92 | 3.09 |\n| OPQ128_512,PQ128x14 | 224 | 35651741 | 0.03452 | 0.711 | 0.729 | 338.22 | 7.07 |\n| PCAR1024,PQ256 | 256 | 9449662 | 0.01069 | 0.646 | 0.700 | 122.88 | 7.62 |\n| PCAR256,SQ8 | 256 | 5254329 | 0.03747 | 0.528 | 0.528 | 10.69 | 1.08 |\n| PCAR1024,Residual2x14,PQ256x12 | 388 | 92287259 | 0.004612 | 0.839 | 0.867 | 208.75 | 3.67 |\n| PCAR1024,PQ512 | 512 | 9449662 | 0.003313 | 0.881 | 0.901 | 33.06 | 8.53 |\n| PCAR512,SQ8 | 512 | 6305977 | 0.03431 | 0.768 | 0.768 | 11.32 | 2.00 |\n| PCAR1024,PQ512x12 | 768 | 25178302 | 0.001003 | 0.965 | 0.970 | 227.62 | 13.56 |\n| SQ6 | 768 | 8273 | 0.003924 | 0.843 | 0.872 | 22.25 | 0.47 |\n| SQ8 | 1024 | 8273 | 0.0009623 | 0.955 | 0.965 | 18.18 | 0.27 |\n| SQfp16 | 2048 | 81 | 1.041e-05 | 0.999 | 0.999 | 37.52 | 0.28 |\"\"\"\n\nfor l in tab.split('\\n'): \n fi = l.split('|')\n n = len(fi)\n for i in range(n): \n if 'nan' in fi[i]: \n fi[i] = fi[i].replace('nan', ' -')\n nbyte = int(fi[3])\n if nbyte \u003C 10000:\n pass\n elif nbyte \u003C 1000000:\n fi[3] = '\u00258.3g k ' \u0025 (nbyte \/ 1024.)\n else: \n fi[3] = '\u00258.3g M ' \u0025 (nbyte \/ 1024.**2)\n print('|'.join(fi))","execution_count":78,"outputs":[{"name":"stdout","output_type":"stream","text":"| ITQ64,LSH | 8 | 276 k | - | 0.025 | - | 43.36 | - |\n| OPQ8_48,PQ8 | 8 | 240 k | 0.04436 | 0.034 | 0.062 | 9.93 | 1.82 |\n| OPQ8_48,PQ8x10 | 10 | 384 k | 0.04405 | 0.052 | 0.080 | 13.59 | 0.47 |\n| OPQ24_96,PQ12 | 12 | 480 k | 0.04337 | 0.054 | 0.101 | 7.58 | 0.63 |\n| OPQ8_48,PQ8x12 | 12 | 960 k | 0.04384 | 0.070 | 0.090 | 33.32 | 0.47 |\n| Pad128,ITQ128,LSH | 16 | 580 k | - | 0.063 | - | 32.96 | - |\n| OPQ16_64,PQ16 | 16 | 320 k | 0.04318 | 0.098 | 0.127 | 13.10 | 0.52 |\n| OPQ16_64,PQ16x10 | 20 | 512 k | 0.04292 | 0.126 | 0.143 | 10.93 | 0.65 |\n| OPQ16_64,PQ16x12 | 24 | 1.25 M | 0.04278 | 0.141 | 0.157 | 15.56 | 0.66 |\n| OPQ24_96,PQ24 | 24 | 480 k | 0.04203 | 0.155 | 0.202 | 40.63 | 0.59 |\n| OPQ16_64,PQ16x14 | 28 | 4.25 M | 0.0427 | 0.151 | 0.160 | 102.27 | 0.59 |\n| Pad256,ITQ256,LSH | 32 | 1.25 M | - | 0.121 | - | 33.70 | - |\n| OPQ32_128,PQ32 | 32 | 640 k | 0.04111 | 0.206 | 0.255 | 18.77 | 0.83 |\n| PCAR64,SQ4 | 32 | 4.26 M | 0.04323 | 0.090 | 0.116 | 16.19 | 0.51 |\n| OPQ32_128,IVF16384,PQ32 | 34 | 8.63 M | 0.04079 | 0.242 | 0.275 | 82.16 | 0.42 |\n| OPQ32_128,PQ32x10 | 40 | 1 M | 0.04071 | 0.258 | 0.288 | 22.44 | 0.79 |\n| OPQ32_128,Residual2x14,PQ32x10 | 44 | 9 M | 0.04055 | 0.289 | 0.305 | 34.87 | 0.41 |\n| OPQ32_128,PQ32x12 | 48 | 2.5 M | 0.04052 | 0.292 | 0.307 | 91.29 | 0.89 |\n| OPQ32_128,Residual2x14,PQ32x14 | 60 | 16.5 M | 0.04038 | 0.315 | 0.322 | 94.09 | 0.41 |\n| OPQ64_256,PQ64 | 64 | 1.25 M | 0.03845 | 0.363 | 0.421 | 12.66 | 1.44 |\n| PCAR128,SQ4 | 64 | 4.51 M | 0.04125 | 0.189 | 0.230 | 13.19 | 0.71 |\n| PCAR64,SQ8 | 64 | 4.26 M | 0.0426 | 0.166 | 0.165 | 17.95 | 0.54 |\n| OPQ64_256,PQ64x10 | 80 | 2 M | 0.03791 | 0.435 | 0.469 | 111.14 | 1.75 |\n| OPQ64_256,PQ64x12 | 96 | 5 M | 0.03767 | 0.473 | 0.498 | 213.54 | 1.64 |\n| OPQ128_512,PQ128 | 128 | 2.5 M | 0.0355 | 0.534 | 0.599 | 16.70 | 3.06 |\n| OPQ128_512,PQ128x10 | 160 | 4 M | 0.03497 | 0.630 | 0.668 | 25.14 | 3.18 |\n| OPQ128_512,PQ128x12 | 192 | 10 M | 0.03467 | 0.680 | 0.713 | 68.92 | 3.09 |\n| OPQ128_512,PQ128x14 | 224 | 34 M | 0.03452 | 0.711 | 0.729 | 338.22 | 7.07 |\n| PCAR1024,PQ256 | 256 | 9.01 M | 0.01069 | 0.646 | 0.700 | 122.88 | 7.62 |\n| PCAR256,SQ8 | 256 | 5.01 M | 0.03747 | 0.528 | 0.528 | 10.69 | 1.08 |\n| PCAR1024,Residual2x14,PQ256x12 | 388 | 88 M | 0.004612 | 0.839 | 0.867 | 208.75 | 3.67 |\n| PCAR1024,PQ512 | 512 | 9.01 M | 0.003313 | 0.881 | 0.901 | 33.06 | 8.53 |\n| PCAR512,SQ8 | 512 | 6.01 M | 0.03431 | 0.768 | 0.768 | 11.32 | 2.00 |\n| PCAR1024,PQ512x12 | 768 | 24 M | 0.001003 | 0.965 | 0.970 | 227.62 | 13.56 |\n| SQ6 | 768 | 8273 | 0.003924 | 0.843 | 0.872 | 22.25 | 0.47 |\n| SQ8 | 1024 | 8273 | 0.0009623 | 0.955 | 0.965 | 18.18 | 0.27 |\n| SQfp16 | 2048 | 81 | 1.041e-05 | 0.999 | 0.999 | 37.52 | 0.28 |\n"}]},{"metadata":{"trusted":true},"cell_type":"code","source":"fi","execution_count":75,"outputs":[{"data":{"text\/plain":"['']"},"execution_count":75,"metadata":{"bento_obj_id":"139661960903752"},"output_type":"execute_result"}]},{"metadata":{"collapsed":true,"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"bento_stylesheets":{"bento\/extensions\/flow\/main.css":true,"bento\/extensions\/kernel_selector\/main.css":true,"bento\/extensions\/kernel_ui\/main.css":true,"bento\/extensions\/new_kernel\/main.css":true,"bento\/extensions\/system_usage\/main.css":true,"bento\/extensions\/theme\/main.css":true},"disseminate_notebook_id":{"notebook_id":"335963350652993"},"disseminate_notebook_info":{"bento_version":"20190701-030338","description":"","hide_code":false,"hipster_group":"","kernel_build_info":{"deps":[],"external_deps":[]},"no_uii":true,"notebook_number":"112024","others_can_edit":false,"reviewers":"","revision_id":"452237665614045","tags":"","tasks":"","title":"parse_results"},"kernelspec":{"name":"bento_kernel_default","display_name":"Python 3","language":"python"},"language_info":{"name":"python","version":"3.6.3rc1+","mimetype":"text\/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":2}
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