Using edge list dataloader
json_conf: {"checkpoint": "../results/connectome/Rat3//lorentz2.bin", "dset": "../graphs/connectome/Rat3//graph.csv", "dim": 2, "manifold": "lorentz", "model": "distance", "lr": 0.5, "epochs": 1500, "batchsize": 50, "negs": 50, "burnin": 20, "dampening": 1.0, "ndproc": 4, "eval_each": 100, "fresh": true, "debug": false, "gpu": 0, "sym": false, "maxnorm": null, "sparse": true, "burnin_multiplier": 0.01, "neg_multiplier": 0.1, "quiet": false, "lr_type": "constant", "train_threads": 1, "margin": 0.1, "eval": "reconstruction", "initial": ""}
Burn in negs=5, lr=0.005
json_stats: {"epoch": 0, "elapsed": 1.128760412801057, "loss": 1.7870005254310362, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 1.1552630991209298, "loss": 1.7770518119343102, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 1.1444076930638403, "loss": 1.7670938370110802, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 1.1553130899555981, "loss": 1.7572045750142258, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 1.1631183598656207, "loss": 1.7474566986090359, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 1.1708385599777102, "loss": 1.737727586954735, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 1.1515605349559337, "loss": 1.7281123844848367, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 1.1726554450578988, "loss": 1.7188269571042232, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 1.1656439970247447, "loss": 1.7094260889863777, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 1.1723564241547137, "loss": 1.7001267608599537, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 1.163770416053012, "loss": 1.6910660137841065, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 1.1713485969230533, "loss": 1.6820612766305805, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 1.1720282731112093, "loss": 1.673101983801447, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 1.1539754390250891, "loss": 1.6647852217944894, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 1.168891942128539, "loss": 1.6557214670049603, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 1.18107133009471, "loss": 1.6474229278520915, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 1.1825525648891926, "loss": 1.6392585779249655, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 1.16094033094123, "loss": 1.6309257687682488, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 1.1662391740828753, "loss": 1.6228036453328711, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 1.169456522911787, "loss": 1.614473910129208, }
json_stats: {"epoch": 20, "elapsed": 1.1730842229444534, "loss": 3.075189843834831, }
json_stats: {"epoch": 21, "elapsed": 1.1633099219761789, "loss": 2.537343754917647, }
json_stats: {"epoch": 22, "elapsed": 1.1747543008532375, "loss": 2.365787468586009, }
json_stats: {"epoch": 23, "elapsed": 1.185693962033838, "loss": 2.2688958407259605, }
json_stats: {"epoch": 24, "elapsed": 1.1843818810302764, "loss": 2.204182850897966, }
json_stats: {"epoch": 25, "elapsed": 1.157511292025447, "loss": 2.154136922033674, }
json_stats: {"epoch": 26, "elapsed": 1.169301345013082, "loss": 2.115193308806091, }
json_stats: {"epoch": 27, "elapsed": 1.176538574974984, "loss": 2.0853660539742447, }
json_stats: {"epoch": 28, "elapsed": 1.1652510180138052, "loss": 2.0598146984262677, }
json_stats: {"epoch": 29, "elapsed": 1.1570470610167831, "loss": 2.0367012242611326, }
json_stats: {"epoch": 30, "elapsed": 1.178301754873246, "loss": 2.0176454677706857, }
json_stats: {"epoch": 31, "elapsed": 1.1639551790431142, "loss": 2.0008318452299316, }
json_stats: {"epoch": 32, "elapsed": 1.1766064029652625, "loss": 1.9845407445183696, }
json_stats: {"epoch": 33, "elapsed": 1.1657538618892431, "loss": 1.9718933886442642, }
json_stats: {"epoch": 34, "elapsed": 1.1749090228695422, "loss": 1.955955158015342, }
json_stats: {"epoch": 35, "elapsed": 1.1675286039244384, "loss": 1.9424788782003046, }
json_stats: {"epoch": 36, "elapsed": 1.1750905651133507, "loss": 1.9325760976719295, }
json_stats: {"epoch": 37, "elapsed": 1.14579171477817, "loss": 1.9208711113572992, }
json_stats: {"epoch": 38, "elapsed": 1.1761326279956847, "loss": 1.909685051465166, }
json_stats: {"epoch": 39, "elapsed": 1.1842275748495013, "loss": 1.8950243854079334, }
json_stats: {"epoch": 40, "elapsed": 1.181881469907239, "loss": 1.8877460030146458, }
json_stats: {"epoch": 41, "elapsed": 1.1710280319675803, "loss": 1.8762185131406477, }
json_stats: {"epoch": 42, "elapsed": 1.1824928249698132, "loss": 1.8650474939076962, }
json_stats: {"epoch": 43, "elapsed": 1.1627971059642732, "loss": 1.8530748070437613, }
json_stats: {"epoch": 44, "elapsed": 1.1829891609959304, "loss": 1.8387083578430676, }
json_stats: {"epoch": 45, "elapsed": 1.1684864140115678, "loss": 1.826204235554457, }
json_stats: {"epoch": 46, "elapsed": 1.1711142149288207, "loss": 1.8118649302631624, }
json_stats: {"epoch": 47, "elapsed": 1.1756691560149193, "loss": 1.7971271169573422, }
json_stats: {"epoch": 48, "elapsed": 1.1972660070750862, "loss": 1.7819329781640916, }
json_stats: {"epoch": 49, "elapsed": 1.1669920331332833, "loss": 1.7635822455911616, }
json_stats: {"epoch": 50, "elapsed": 1.182658745907247, "loss": 1.7463869633339812, }
json_stats: {"epoch": 51, "elapsed": 1.1835228682029992, "loss": 1.7238549719085647, }
json_stats: {"epoch": 52, "elapsed": 1.184135276125744, "loss": 1.7042481182370528, }
json_stats: {"epoch": 53, "elapsed": 1.1682037059217691, "loss": 1.6758174762727849, }
json_stats: {"epoch": 54, "elapsed": 1.1624182139057666, "loss": 1.6525420787287752, }
json_stats: {"epoch": 55, "elapsed": 1.1709037779364735, "loss": 1.6180115510774533, }
json_stats: {"epoch": 56, "elapsed": 1.1600837709847838, "loss": 1.5786799669631033, }
json_stats: {"epoch": 57, "elapsed": 1.1645511740352958, "loss": 1.542561511082343, }
json_stats: {"epoch": 58, "elapsed": 1.1799343470484018, "loss": 1.4988284926254538, }
json_stats: {"epoch": 59, "elapsed": 1.1788044900167733, "loss": 1.4477118066817454, }
json_stats: {"epoch": 60, "elapsed": 1.1649155910126865, "loss": 1.395010553525216, }
json_stats: {"epoch": 61, "elapsed": 1.1651405249722302, "loss": 1.3435501025490597, }
json_stats: {"epoch": 62, "elapsed": 1.1822023270651698, "loss": 1.297818517212097, }
json_stats: {"epoch": 63, "elapsed": 1.1870959349907935, "loss": 1.2409263599459979, }
json_stats: {"epoch": 64, "elapsed": 1.1912997199688107, "loss": 1.19354355637851, }
json_stats: {"epoch": 65, "elapsed": 1.184222956886515, "loss": 1.149630875754846, }
json_stats: {"epoch": 66, "elapsed": 1.1721848279703408, "loss": 1.1110364712512137, }
json_stats: {"epoch": 67, "elapsed": 1.1732553981710225, "loss": 1.074106090637084, }
json_stats: {"epoch": 68, "elapsed": 1.1808241920080036, "loss": 1.04500934963155, }
json_stats: {"epoch": 69, "elapsed": 1.1707760700955987, "loss": 1.0191738811703699, }
json_stats: {"epoch": 70, "elapsed": 1.177171385847032, "loss": 0.9924931130479859, }
json_stats: {"epoch": 71, "elapsed": 1.1914569581858814, "loss": 0.9747935935413771, }
json_stats: {"epoch": 72, "elapsed": 1.1683949430007488, "loss": 0.9521052774647069, }
json_stats: {"epoch": 73, "elapsed": 1.1662478281650692, "loss": 0.9397763824967201, }
json_stats: {"epoch": 74, "elapsed": 1.1673253260087222, "loss": 0.9341939303968972, }
json_stats: {"epoch": 75, "elapsed": 1.1785670318640769, "loss": 0.9197245865712664, }
json_stats: {"epoch": 76, "elapsed": 1.1826684980187565, "loss": 0.9122694928200866, }
json_stats: {"epoch": 77, "elapsed": 1.1801812609191984, "loss": 0.9092853985235162, }
json_stats: {"epoch": 78, "elapsed": 1.1687912568449974, "loss": 0.900139433610032, }
json_stats: {"epoch": 79, "elapsed": 1.1867051599547267, "loss": 0.8942167057747703, }
json_stats: {"epoch": 80, "elapsed": 1.1729182950221002, "loss": 0.8904551179742535, }
json_stats: {"epoch": 81, "elapsed": 1.1767459469847381, "loss": 0.8862722900892741, }
json_stats: {"epoch": 82, "elapsed": 1.1736595330294222, "loss": 0.8816934273854915, }
json_stats: {"epoch": 83, "elapsed": 1.2212479379959404, "loss": 0.8823730952112833, }
json_stats: {"epoch": 84, "elapsed": 1.1846981199923903, "loss": 0.8814316456956073, }
json_stats: {"epoch": 85, "elapsed": 1.1763797379098833, "loss": 0.8783917223638854, }
json_stats: {"epoch": 86, "elapsed": 1.1720419961493462, "loss": 0.8761628081106916, }
json_stats: {"epoch": 87, "elapsed": 1.1812067350838333, "loss": 0.8743192588501948, }
json_stats: {"epoch": 88, "elapsed": 1.1747890817932785, "loss": 0.8716447052381554, }
json_stats: {"epoch": 89, "elapsed": 1.1852602800354362, "loss": 0.873968232602951, }
json_stats: {"epoch": 90, "elapsed": 1.1840913461055607, "loss": 0.8728210778410166, }
json_stats: {"epoch": 91, "elapsed": 1.1883116839453578, "loss": 0.8714861224194852, }
json_stats: {"epoch": 92, "elapsed": 1.1926754449959844, "loss": 0.8708640719479871, }
json_stats: {"epoch": 93, "elapsed": 1.1736619831062853, "loss": 0.8696754366431888, }
json_stats: {"epoch": 94, "elapsed": 1.1713479328900576, "loss": 0.8713078683813981, }
json_stats: {"epoch": 95, "elapsed": 1.1940862201154232, "loss": 0.868998613858745, }
json_stats: {"epoch": 96, "elapsed": 1.1902176360599697, "loss": 0.8716149958959074, }
json_stats: {"epoch": 97, "elapsed": 1.1688771189656109, "loss": 0.8667622897633177, }
json_stats: {"epoch": 98, "elapsed": 1.1833126470446587, "loss": 0.8666142784983912, }
json_stats: {"epoch": 100, "elapsed": 1.2013855229597539, "loss": 0.8722956386108118, }
json_stats: {"epoch": 101, "elapsed": 1.1700530771631747, "loss": 0.8693407827352897, }
json_stats: {"epoch": 102, "elapsed": 1.179881522897631, "loss": 0.8681881120405828, }
json_stats: {"epoch": 103, "elapsed": 1.1820619211066514, "loss": 0.8657674678601168, }
json_stats: {"epoch": 104, "elapsed": 1.1755220599006861, "loss": 0.8674070825818212, }
json_stats: {"epoch": 105, "elapsed": 1.172813052078709, "loss": 0.8687100087887577, }
json_stats: {"epoch": 106, "elapsed": 1.1860896770376712, "loss": 0.8667207043553781, }
json_stats: {"epoch": 107, "elapsed": 1.178723662160337, "loss": 0.866157262747109, }
json_stats: {"epoch": 108, "elapsed": 1.1727632321417332, "loss": 0.8650837487249471, }
json_stats: {"epoch": 109, "elapsed": 1.165005313931033, "loss": 0.8688076711363084, }
json_stats: {"epoch": 110, "elapsed": 1.1754117619711906, "loss": 0.8682132691785084, }
json_stats: {"epoch": 111, "elapsed": 1.1877102151047438, "loss": 0.8716854651662527, }
json_stats: {"epoch": 112, "elapsed": 1.1933904939796776, "loss": 0.8671563135688621, }
json_stats: {"epoch": 113, "elapsed": 1.1634724519681185, "loss": 0.8704102020475107, }
json_stats: {"epoch": 114, "elapsed": 1.1779182949103415, "loss": 0.8649107567480377, }
json_stats: {"epoch": 115, "elapsed": 1.1977324020117521, "loss": 0.8685846072438212, }
json_stats: {"epoch": 116, "elapsed": 1.1775149111635983, "loss": 0.8663087623876243, }
json_stats: {"epoch": 117, "elapsed": 1.1844690670259297, "loss": 0.864787992020191, }
json_stats: {"epoch": 118, "elapsed": 1.1858713310211897, "loss": 0.8701811806435858, }
json_stats: {"epoch": 119, "elapsed": 1.1894322289153934, "loss": 0.8652649038410087, }
json_stats: {"epoch": 120, "elapsed": 1.1898848901037127, "loss": 0.8675080758878512, }
json_stats: {"epoch": 121, "elapsed": 1.1713977649342269, "loss": 0.8663134425161917, }
json_stats: {"epoch": 122, "elapsed": 1.1762859669979662, "loss": 0.8688384387410559, }
json_stats: {"epoch": 123, "elapsed": 1.1791228230576962, "loss": 0.8718753969678514, }
json_stats: {"epoch": 124, "elapsed": 1.1873944159597158, "loss": 0.8663995319865858, }
json_stats: {"epoch": 125, "elapsed": 1.1688994758296758, "loss": 0.8641835735714116, }
json_stats: {"epoch": 126, "elapsed": 1.2003196610603482, "loss": 0.8667261099940222, }
json_stats: {"epoch": 127, "elapsed": 1.16200678399764, "loss": 0.8670390157683209, }
json_stats: {"epoch": 128, "elapsed": 1.1856015447992831, "loss": 0.8673516032873249, }
json_stats: {"epoch": 129, "elapsed": 1.183063202071935, "loss": 0.8681501345992274, }
json_stats: {"epoch": 130, "elapsed": 1.1806656690314412, "loss": 0.8683404185338524, }
json_stats: {"epoch": 131, "elapsed": 1.1795575038995594, "loss": 0.8697787490094135, }
json_stats: {"epoch": 132, "elapsed": 1.166835200972855, "loss": 0.865867208581065, }
json_stats: {"epoch": 133, "elapsed": 1.1799416851717979, "loss": 0.8680438567696548, }
json_stats: {"epoch": 134, "elapsed": 1.1702655290719122, "loss": 0.8685278617717693, }
json_stats: {"epoch": 135, "elapsed": 1.1947755778674036, "loss": 0.8655065204528181, }
json_stats: {"epoch": 136, "elapsed": 1.1821983859408647, "loss": 0.8669381760264084, }
json_stats: {"epoch": 137, "elapsed": 1.1635793671011925, "loss": 0.866979266167161, }
json_stats: {"epoch": 138, "elapsed": 1.187802080065012, "loss": 0.8685008723812699, }
json_stats: {"epoch": 139, "elapsed": 1.1930220420472324, "loss": 0.8653164480085863, }
json_stats: {"epoch": 140, "elapsed": 1.1863382030278444, "loss": 0.8683805541219095, }
json_stats: {"epoch": 141, "elapsed": 1.2000275959726423, "loss": 0.863698044171938, }
json_stats: {"epoch": 142, "elapsed": 1.169515976915136, "loss": 0.8673365862913535, }
json_stats: {"epoch": 143, "elapsed": 1.1889063669368625, "loss": 0.8690188355995688, }
json_stats: {"epoch": 144, "elapsed": 1.181355905951932, "loss": 0.867750456199131, }
json_stats: {"epoch": 145, "elapsed": 1.1719745299778879, "loss": 0.8638867545695735, }
json_stats: {"epoch": 146, "elapsed": 1.1741100179497153, "loss": 0.8676364308011557, }
json_stats: {"epoch": 147, "elapsed": 1.188827855978161, "loss": 0.8684306040994659, }
json_stats: {"epoch": 148, "elapsed": 1.1803111338522285, "loss": 0.8661395486211098, }
json_stats: {"epoch": 149, "elapsed": 1.176629489986226, "loss": 0.8684049155401358, }
json_stats: {"epoch": 150, "elapsed": 1.1669005861040205, "loss": 0.8650811892854131, }
json_stats: {"epoch": 151, "elapsed": 1.1863575279712677, "loss": 0.8679059137638824, }
json_stats: {"epoch": 152, "elapsed": 1.1858025309629738, "loss": 0.8695431791616176, }
json_stats: {"epoch": 153, "elapsed": 1.1656949289608747, "loss": 0.861647790079011, }
json_stats: {"epoch": 154, "elapsed": 1.1701754350215197, "loss": 0.8671072708197977, }
json_stats: {"epoch": 155, "elapsed": 1.1992686670273542, "loss": 0.864885694192496, }
json_stats: {"epoch": 156, "elapsed": 1.1839338599238545, "loss": 0.8649707689849473, }
json_stats: {"epoch": 157, "elapsed": 1.1854926419910043, "loss": 0.8667753870105734, }
json_stats: {"epoch": 158, "elapsed": 1.1956935769412667, "loss": 0.8677144676713111, }
json_stats: {"epoch": 159, "elapsed": 1.1941724671050906, "loss": 0.8645286299923552, }
json_stats: {"epoch": 160, "elapsed": 1.1914753781165928, "loss": 0.8658655696332884, }
json_stats: {"epoch": 161, "elapsed": 1.1727108201012015, "loss": 0.8644982426887576, }
json_stats: {"epoch": 162, "elapsed": 1.1705958270467818, "loss": 0.866829917410971, }
json_stats: {"epoch": 163, "elapsed": 1.1817531308624893, "loss": 0.8682434579261971, }
json_stats: {"epoch": 164, "elapsed": 1.1828346480615437, "loss": 0.8673061357519746, }
json_stats: {"epoch": 165, "elapsed": 1.1837004111148417, "loss": 0.8678053777437996, }
json_stats: {"epoch": 166, "elapsed": 1.1846008759457618, "loss": 0.868527783983905, }
json_stats: {"epoch": 167, "elapsed": 1.1828197170980275, "loss": 0.8663051249718724, }
json_stats: {"epoch": 168, "elapsed": 1.1949387108907104, "loss": 0.8663177015419842, }
json_stats: {"epoch": 169, "elapsed": 1.1738852970302105, "loss": 0.868463246522618, }
json_stats: {"epoch": 170, "elapsed": 1.1718576590064913, "loss": 0.8651134704159773, }
json_stats: {"epoch": 171, "elapsed": 1.1857438469305634, "loss": 0.867149458330522, }
json_stats: {"epoch": 172, "elapsed": 1.1810423210263252, "loss": 0.8658004172869344, }
json_stats: {"epoch": 173, "elapsed": 1.1931433870922774, "loss": 0.8665793227052009, }
json_stats: {"epoch": 174, "elapsed": 1.1734380200505257, "loss": 0.8639972501761848, }
json_stats: {"epoch": 175, "elapsed": 1.1710451778490096, "loss": 0.8655887702686504, }
json_stats: {"epoch": 176, "elapsed": 1.1759328399784863, "loss": 0.8656073949079203, }
json_stats: {"epoch": 177, "elapsed": 1.1934457370080054, "loss": 0.8654291046937047, }
json_stats: {"epoch": 178, "elapsed": 1.185959529131651, "loss": 0.8658012371869871, }
json_stats: {"epoch": 179, "elapsed": 1.1872729428578168, "loss": 0.8685120538254554, }
json_stats: {"epoch": 180, "elapsed": 1.1856972880195826, "loss": 0.8646103365357428, }
json_stats: {"epoch": 181, "elapsed": 1.1986673809587955, "loss": 0.8640072629526937, }
json_stats: {"epoch": 182, "elapsed": 1.1801678859628737, "loss": 0.8634813026851627, }
json_stats: {"epoch": 183, "elapsed": 1.1806786111555994, "loss": 0.868444740712557, }
json_stats: {"epoch": 184, "elapsed": 1.1852490799501538, "loss": 0.8664267538162626, }
json_stats: {"epoch": 185, "elapsed": 1.1800180680584162, "loss": 0.8662546204715239, }
json_stats: {"epoch": 186, "elapsed": 1.1712518038693815, "loss": 0.8656125404643734, }
json_stats: {"epoch": 187, "elapsed": 1.1778106060810387, "loss": 0.8669501536149629, }
json_stats: {"epoch": 188, "elapsed": 1.1995031090918928, "loss": 0.8627571644071531, }
json_stats: {"epoch": 189, "elapsed": 1.1935598659329116, "loss": 0.8649576137340268, }
json_stats: {"epoch": 190, "elapsed": 1.181410068180412, "loss": 0.8668220425914318, }
json_stats: {"epoch": 191, "elapsed": 1.1797316099982709, "loss": 0.8669435881074012, }
json_stats: {"epoch": 192, "elapsed": 1.1895302881021053, "loss": 0.8706942687511271, }
json_stats: {"epoch": 193, "elapsed": 1.1845272278878838, "loss": 0.869225356669757, }
json_stats: {"epoch": 194, "elapsed": 1.1554985819384456, "loss": 0.8663360382966706, }
json_stats: {"epoch": 195, "elapsed": 1.1816213310230523, "loss": 0.8658208874424741, }
json_stats: {"epoch": 196, "elapsed": 1.2015936910174787, "loss": 0.8657589117226744, }
json_stats: {"epoch": 197, "elapsed": 1.1900858208537102, "loss": 0.8606049211700304, }
json_stats: {"epoch": 198, "elapsed": 1.1621268910821527, "loss": 0.8671559388350175, }
json_stats: {"epoch": 99, "elapsed": 1.1797904521226883, "loss": 0.8670916200680213, "sqnorm_min": 0.7509310120085152, "sqnorm_avg": 0.9793562611056008, "sqnorm_max": 0.9999990000005, "mean_rank": 8.593055929789445, "map_rank": 0.8558116461834391, "best": true}
json_stats: {"epoch": 200, "elapsed": 1.2069629661273211, "loss": 0.8703378947640824, }
json_stats: {"epoch": 201, "elapsed": 1.2414540511090308, "loss": 0.8646334721619662, }
json_stats: {"epoch": 202, "elapsed": 1.1522502359002829, "loss": 0.8662217113837094, }
json_stats: {"epoch": 203, "elapsed": 1.1967416820116341, "loss": 0.8650972827238226, }
json_stats: {"epoch": 204, "elapsed": 1.1750815559644252, "loss": 0.8655423837014432, }
json_stats: {"epoch": 205, "elapsed": 1.1817910899408162, "loss": 0.8666837659450389, }
json_stats: {"epoch": 206, "elapsed": 1.1766456700861454, "loss": 0.8665416348354656, }
json_stats: {"epoch": 207, "elapsed": 1.1972855408675969, "loss": 0.8660252493533057, }
json_stats: {"epoch": 208, "elapsed": 1.2046236940659583, "loss": 0.8655697549165996, }
json_stats: {"epoch": 209, "elapsed": 1.1941187719348818, "loss": 0.8671222207911837, }
json_stats: {"epoch": 210, "elapsed": 1.182914697797969, "loss": 0.868637126975603, }
json_stats: {"epoch": 211, "elapsed": 1.1775008039548993, "loss": 0.8680447254105071, }
json_stats: {"epoch": 212, "elapsed": 1.18472297815606, "loss": 0.8672662252247726, }
json_stats: {"epoch": 213, "elapsed": 1.1868537811096758, "loss": 0.8719400752084139, }
json_stats: {"epoch": 214, "elapsed": 1.1882645960431546, "loss": 0.865449729736464, }
json_stats: {"epoch": 215, "elapsed": 1.1806805778760463, "loss": 0.8689717244558165, }
json_stats: {"epoch": 216, "elapsed": 1.1787223049905151, "loss": 0.8663744519731744, }
json_stats: {"epoch": 217, "elapsed": 1.1911379201337695, "loss": 0.864154148582705, }
json_stats: {"epoch": 218, "elapsed": 1.1914996448904276, "loss": 0.8645518840782798, }
json_stats: {"epoch": 219, "elapsed": 1.1811982819344848, "loss": 0.8700023539578198, }
json_stats: {"epoch": 220, "elapsed": 1.1860910740215331, "loss": 0.864543135629729, }
json_stats: {"epoch": 221, "elapsed": 1.1780792940407991, "loss": 0.8652112215918666, }
json_stats: {"epoch": 222, "elapsed": 1.1767078780103475, "loss": 0.866442978215544, }
json_stats: {"epoch": 223, "elapsed": 1.1773100898135453, "loss": 0.8660841866763258, }
json_stats: {"epoch": 224, "elapsed": 1.181271350942552, "loss": 0.8673972714962183, }
json_stats: {"epoch": 225, "elapsed": 1.19153438298963, "loss": 0.8665598173334963, }
json_stats: {"epoch": 226, "elapsed": 1.1832498610019684, "loss": 0.8651036228107422, }
json_stats: {"epoch": 227, "elapsed": 1.1775907040573657, "loss": 0.8645451417276913, }
json_stats: {"epoch": 228, "elapsed": 1.1864643739536405, "loss": 0.8707364839235563, }
json_stats: {"epoch": 229, "elapsed": 1.1859509570058435, "loss": 0.8643276780417575, }
json_stats: {"epoch": 230, "elapsed": 1.191642221994698, "loss": 0.8683760361963858, }
json_stats: {"epoch": 231, "elapsed": 1.1766391440760344, "loss": 0.8640205648889672, }
json_stats: {"epoch": 232, "elapsed": 1.186990428948775, "loss": 0.8621854016123599, }
json_stats: {"epoch": 233, "elapsed": 1.192646785872057, "loss": 0.8643524563446202, }
json_stats: {"epoch": 234, "elapsed": 1.1989196699578315, "loss": 0.8654919430480174, }
json_stats: {"epoch": 235, "elapsed": 1.1768593080341816, "loss": 0.8669232603492311, }
json_stats: {"epoch": 236, "elapsed": 1.1945986379869282, "loss": 0.864263007660622, }
json_stats: {"epoch": 237, "elapsed": 1.1922659159172326, "loss": 0.8712635550089494, }
json_stats: {"epoch": 238, "elapsed": 1.2010859700385481, "loss": 0.8666362954997879, }
json_stats: {"epoch": 239, "elapsed": 1.1842744131572545, "loss": 0.8657697565420338, }
json_stats: {"epoch": 240, "elapsed": 1.193529220065102, "loss": 0.8671891266109588, }
json_stats: {"epoch": 241, "elapsed": 1.1830679550766945, "loss": 0.8666171260788148, }
json_stats: {"epoch": 242, "elapsed": 1.1834211859386414, "loss": 0.8656950698947193, }
json_stats: {"epoch": 243, "elapsed": 1.1829726370051503, "loss": 0.8677146816370612, }
json_stats: {"epoch": 244, "elapsed": 1.1824429018888623, "loss": 0.8672071866528164, }
json_stats: {"epoch": 245, "elapsed": 1.2013836679980159, "loss": 0.8672348979166512, }
json_stats: {"epoch": 246, "elapsed": 1.1765280808322132, "loss": 0.8646778280819741, }
json_stats: {"epoch": 247, "elapsed": 1.1668794660363346, "loss": 0.865791824146943, }
json_stats: {"epoch": 248, "elapsed": 1.1800402700901031, "loss": 0.868019791287222, }
json_stats: {"epoch": 249, "elapsed": 1.175763291073963, "loss": 0.8625477797250092, }
json_stats: {"epoch": 250, "elapsed": 1.1950901590753347, "loss": 0.8665434483479091, }
json_stats: {"epoch": 251, "elapsed": 1.1762970751151443, "loss": 0.8670716100243577, }
json_stats: {"epoch": 252, "elapsed": 1.1827701372094452, "loss": 0.8661137829484088, }
json_stats: {"epoch": 253, "elapsed": 1.2011811900883913, "loss": 0.8668964759612435, }
json_stats: {"epoch": 254, "elapsed": 1.192307332996279, "loss": 0.8672229477827871, }
json_stats: {"epoch": 255, "elapsed": 1.1686043608933687, "loss": 0.8604424150500644, }
json_stats: {"epoch": 256, "elapsed": 1.1971770299132913, "loss": 0.8662355901791546, }
json_stats: {"epoch": 257, "elapsed": 1.2203683808911592, "loss": 0.8682614136122079, }
json_stats: {"epoch": 258, "elapsed": 1.189168494893238, "loss": 0.8625226412284628, }
json_stats: {"epoch": 259, "elapsed": 1.1734573349822313, "loss": 0.868625556988612, }
json_stats: {"epoch": 260, "elapsed": 1.1897780641447753, "loss": 0.8649095142507076, }
json_stats: {"epoch": 261, "elapsed": 1.1807119599543512, "loss": 0.8649781612008997, }
json_stats: {"epoch": 262, "elapsed": 1.176650675944984, "loss": 0.8661383133111297, }
json_stats: {"epoch": 263, "elapsed": 1.187851021066308, "loss": 0.8662044350849344, }
json_stats: {"epoch": 264, "elapsed": 1.184925348032266, "loss": 0.8651431477154318, }
json_stats: {"epoch": 265, "elapsed": 1.1937672621570528, "loss": 0.8661404945804316, }
json_stats: {"epoch": 266, "elapsed": 1.1986528439447284, "loss": 0.8672215370585908, }
json_stats: {"epoch": 267, "elapsed": 1.190650356002152, "loss": 0.8647358871426222, }
json_stats: {"epoch": 268, "elapsed": 1.190500315045938, "loss": 0.863106656042553, }
json_stats: {"epoch": 269, "elapsed": 1.1676884440239519, "loss": 0.8670901126572523, }
json_stats: {"epoch": 270, "elapsed": 1.1896563798654824, "loss": 0.8661436679015788, }
json_stats: {"epoch": 271, "elapsed": 1.1769169140607119, "loss": 0.8658241307856721, }
json_stats: {"epoch": 272, "elapsed": 1.1790911469142884, "loss": 0.8668437498878968, }
json_stats: {"epoch": 273, "elapsed": 1.1867626390885562, "loss": 0.8644846511494335, }
json_stats: {"epoch": 274, "elapsed": 1.1936233439482749, "loss": 0.8644454539150247, }
json_stats: {"epoch": 275, "elapsed": 1.1762913689017296, "loss": 0.8634662913080815, }
json_stats: {"epoch": 276, "elapsed": 1.165874172002077, "loss": 0.8621435844760379, }
json_stats: {"epoch": 277, "elapsed": 1.186982330866158, "loss": 0.8671624040319511, }
json_stats: {"epoch": 278, "elapsed": 1.1849811559077352, "loss": 0.8666518188239664, }
json_stats: {"epoch": 279, "elapsed": 1.1832337549421936, "loss": 0.867111184917966, }
json_stats: {"epoch": 280, "elapsed": 1.1870242909062654, "loss": 0.8673813951429042, }
json_stats: {"epoch": 281, "elapsed": 1.191533779958263, "loss": 0.8682935017173454, }
json_stats: {"epoch": 282, "elapsed": 1.1849179428536445, "loss": 0.8682226693766882, }
json_stats: {"epoch": 283, "elapsed": 1.1844695899635553, "loss": 0.8644831882979459, }
json_stats: {"epoch": 284, "elapsed": 1.1843955188523978, "loss": 0.864968867740417, }
json_stats: {"epoch": 285, "elapsed": 1.1886913941707462, "loss": 0.865869010715586, }
json_stats: {"epoch": 286, "elapsed": 1.1844689089339226, "loss": 0.8656400303417162, }
json_stats: {"epoch": 287, "elapsed": 1.1927334391511977, "loss": 0.8682884514984239, }
json_stats: {"epoch": 288, "elapsed": 1.160639266949147, "loss": 0.8668710911816829, }
json_stats: {"epoch": 289, "elapsed": 1.225436545908451, "loss": 0.8668684734213512, }
json_stats: {"epoch": 290, "elapsed": 1.1889591310173273, "loss": 0.8702189733524792, }
json_stats: {"epoch": 291, "elapsed": 1.2012691060081124, "loss": 0.862680293035536, }
json_stats: {"epoch": 292, "elapsed": 1.201696255011484, "loss": 0.8647043235980449, }
json_stats: {"epoch": 293, "elapsed": 1.2418746729381382, "loss": 0.8666399982843764, }
json_stats: {"epoch": 294, "elapsed": 1.2093323890585452, "loss": 0.8655890027011807, }
json_stats: {"epoch": 295, "elapsed": 1.199044557986781, "loss": 0.8670996624302748, }
json_stats: {"epoch": 296, "elapsed": 1.1669507299084216, "loss": 0.8661373253537002, }
json_stats: {"epoch": 297, "elapsed": 1.1872219839133322, "loss": 0.8691636739786173, }
json_stats: {"epoch": 298, "elapsed": 1.1824481911025941, "loss": 0.8652888510347532, }
json_stats: {"epoch": 199, "elapsed": 1.189934317022562, "loss": 0.8660525559797364, "sqnorm_min": 0.7624880304713955, "sqnorm_avg": 0.9810592068325606, "sqnorm_max": 0.9999990000005, "mean_rank": 8.501020054659532, "map_rank": 0.8594299617374058, "best": true}
json_stats: {"epoch": 300, "elapsed": 1.2085499628446996, "loss": 0.8677242660377418, }
json_stats: {"epoch": 301, "elapsed": 1.1820188539568335, "loss": 0.8636019447694202, }
json_stats: {"epoch": 302, "elapsed": 1.1790328710339963, "loss": 0.864418667024566, }
json_stats: {"epoch": 303, "elapsed": 1.1965778020676225, "loss": 0.8685808307565245, }
json_stats: {"epoch": 304, "elapsed": 1.1719874301925302, "loss": 0.8677811037354353, }
json_stats: {"epoch": 305, "elapsed": 1.1869815888348967, "loss": 0.8668951207185852, }
json_stats: {"epoch": 306, "elapsed": 1.1988364409189671, "loss": 0.8642527045862107, }
json_stats: {"epoch": 307, "elapsed": 1.1766673799138516, "loss": 0.8657652118209543, }
json_stats: {"epoch": 308, "elapsed": 1.1769069209694862, "loss": 0.8625539916127434, }
json_stats: {"epoch": 309, "elapsed": 1.1953216209076345, "loss": 0.8629981503859205, }
json_stats: {"epoch": 310, "elapsed": 1.1822356029879302, "loss": 0.8658008264555008, }
json_stats: {"epoch": 311, "elapsed": 1.185273417038843, "loss": 0.8645253455830217, }
json_stats: {"epoch": 312, "elapsed": 1.1901736832223833, "loss": 0.8678716210986644, }
json_stats: {"epoch": 313, "elapsed": 1.1701134929899126, "loss": 0.8666841481043204, }
json_stats: {"epoch": 314, "elapsed": 1.1945595159195364, "loss": 0.866885089868252, }
json_stats: {"epoch": 315, "elapsed": 1.1953202649019659, "loss": 0.8677709393595074, }
json_stats: {"epoch": 316, "elapsed": 1.1706266871187836, "loss": 0.8646231870780133, }
json_stats: {"epoch": 317, "elapsed": 1.2059342139400542, "loss": 0.8646264948267027, }
json_stats: {"epoch": 318, "elapsed": 1.1926457609515637, "loss": 0.8658335955312145, }
json_stats: {"epoch": 319, "elapsed": 1.1816697679460049, "loss": 0.8649528415648584, }
json_stats: {"epoch": 320, "elapsed": 1.202142195077613, "loss": 0.8659923906239184, }
json_stats: {"epoch": 321, "elapsed": 1.1853392410557717, "loss": 0.867064988964859, }
json_stats: {"epoch": 322, "elapsed": 1.193354635965079, "loss": 0.866236814696751, }
json_stats: {"epoch": 323, "elapsed": 1.1748542729765177, "loss": 0.8662597589516671, }
json_stats: {"epoch": 324, "elapsed": 1.191328644985333, "loss": 0.8650620302723546, }
json_stats: {"epoch": 325, "elapsed": 1.1787881469354033, "loss": 0.8650738817924291, }
json_stats: {"epoch": 326, "elapsed": 1.1872262491378933, "loss": 0.866690722984952, }
json_stats: {"epoch": 327, "elapsed": 1.1943966168910265, "loss": 0.8659122183023396, }
json_stats: {"epoch": 328, "elapsed": 1.1915033389814198, "loss": 0.8665075161506257, }
json_stats: {"epoch": 329, "elapsed": 1.1782416440546513, "loss": 0.8670555017568796, }
json_stats: {"epoch": 330, "elapsed": 1.1805906710214913, "loss": 0.8651862861021051, }
json_stats: {"epoch": 331, "elapsed": 1.1872586370445788, "loss": 0.8674817655779632, }
json_stats: {"epoch": 332, "elapsed": 1.1834252229891717, "loss": 0.8636219106987212, }
json_stats: {"epoch": 333, "elapsed": 1.1755209059920162, "loss": 0.8662039525378223, }
json_stats: {"epoch": 334, "elapsed": 1.1890812260098755, "loss": 0.8619383799404761, }
json_stats: {"epoch": 335, "elapsed": 1.1833789309021086, "loss": 0.8652741959718572, }
json_stats: {"epoch": 336, "elapsed": 1.1744022779166698, "loss": 0.8688765065337245, }
json_stats: {"epoch": 337, "elapsed": 1.1858787641394883, "loss": 0.8673277246509289, }
json_stats: {"epoch": 338, "elapsed": 1.2176473138388246, "loss": 0.8668368236253016, }
json_stats: {"epoch": 339, "elapsed": 1.194616683991626, "loss": 0.8656837755901015, }
json_stats: {"epoch": 340, "elapsed": 1.1916060911025852, "loss": 0.8638384021800002, }
json_stats: {"epoch": 341, "elapsed": 1.1725568969268352, "loss": 0.8656959708102394, }
json_stats: {"epoch": 342, "elapsed": 1.192260763142258, "loss": 0.8674901144381232, }
json_stats: {"epoch": 343, "elapsed": 1.191476471023634, "loss": 0.8650328537789665, }
json_stats: {"epoch": 344, "elapsed": 1.1919325438793749, "loss": 0.8661965859817776, }
json_stats: {"epoch": 345, "elapsed": 1.1674444160889834, "loss": 0.8692365680367832, }
json_stats: {"epoch": 346, "elapsed": 1.1830064461100847, "loss": 0.8657444938332911, }
json_stats: {"epoch": 347, "elapsed": 1.1924702860414982, "loss": 0.868621477802548, }
json_stats: {"epoch": 348, "elapsed": 1.1946381109301, "loss": 0.8665005571582214, }
json_stats: {"epoch": 349, "elapsed": 1.1856738689821213, "loss": 0.8651035030136269, }
json_stats: {"epoch": 350, "elapsed": 1.2092699180357158, "loss": 0.8660752942385063, }
json_stats: {"epoch": 351, "elapsed": 1.2010772130452096, "loss": 0.8691080287902522, }
json_stats: {"epoch": 352, "elapsed": 1.1881490440573543, "loss": 0.8684499240890031, }
json_stats: {"epoch": 353, "elapsed": 1.1653946810401976, "loss": 0.8622850764373382, }
json_stats: {"epoch": 354, "elapsed": 1.1942310079466552, "loss": 0.8637231991918468, }
json_stats: {"epoch": 355, "elapsed": 1.1999720570165664, "loss": 0.8652142835280787, }
json_stats: {"epoch": 356, "elapsed": 1.1796830678358674, "loss": 0.8657594387683769, }
json_stats: {"epoch": 357, "elapsed": 1.172338776057586, "loss": 0.8653875699658922, }
json_stats: {"epoch": 358, "elapsed": 1.1739816430490464, "loss": 0.8663932282052055, }
json_stats: {"epoch": 359, "elapsed": 1.1826780149713159, "loss": 0.8641328986400957, }
json_stats: {"epoch": 360, "elapsed": 1.1816195519641042, "loss": 0.8668701884138451, }
json_stats: {"epoch": 361, "elapsed": 1.1904604998417199, "loss": 0.866026624605702, }
json_stats: {"epoch": 362, "elapsed": 1.1845565650146455, "loss": 0.8705709725600727, }
json_stats: {"epoch": 363, "elapsed": 1.1816949730273336, "loss": 0.8660645641166208, }
json_stats: {"epoch": 364, "elapsed": 1.186533048050478, "loss": 0.8672387710213537, }
json_stats: {"epoch": 365, "elapsed": 1.196682597976178, "loss": 0.8661535937934941, }
json_stats: {"epoch": 366, "elapsed": 1.175469079054892, "loss": 0.8646818284215321, }
json_stats: {"epoch": 367, "elapsed": 1.1977777869906276, "loss": 0.8677614434516655, }
json_stats: {"epoch": 368, "elapsed": 1.1821170200128108, "loss": 0.8686290403327425, }
json_stats: {"epoch": 369, "elapsed": 1.178139034891501, "loss": 0.8663348893831837, }
json_stats: {"epoch": 370, "elapsed": 1.1636406439356506, "loss": 0.8639203075842553, }
json_stats: {"epoch": 371, "elapsed": 1.1904713830444962, "loss": 0.8627894145537801, }
json_stats: {"epoch": 372, "elapsed": 1.191294409101829, "loss": 0.8645160225704768, }
json_stats: {"epoch": 373, "elapsed": 1.1745877908542752, "loss": 0.8656088465992627, }
json_stats: {"epoch": 374, "elapsed": 1.177953234873712, "loss": 0.863964881890457, }
json_stats: {"epoch": 375, "elapsed": 1.186678800964728, "loss": 0.8642303982822596, }
json_stats: {"epoch": 376, "elapsed": 1.1793902271892875, "loss": 0.8648066643776235, }
json_stats: {"epoch": 377, "elapsed": 1.1935512970667332, "loss": 0.8654457136583873, }
json_stats: {"epoch": 378, "elapsed": 1.1765766870230436, "loss": 0.8711817332101872, }
json_stats: {"epoch": 379, "elapsed": 1.196109197800979, "loss": 0.8655258822152047, }
json_stats: {"epoch": 380, "elapsed": 1.1965121878311038, "loss": 0.8620975834013588, }
json_stats: {"epoch": 381, "elapsed": 1.1960910269990563, "loss": 0.868005929503767, }
json_stats: {"epoch": 382, "elapsed": 1.1877038348466158, "loss": 0.8649342517991093, }
json_stats: {"epoch": 383, "elapsed": 1.188375199213624, "loss": 0.8684148803385893, }
json_stats: {"epoch": 384, "elapsed": 1.2073238170705736, "loss": 0.8614282960072668, }
json_stats: {"epoch": 385, "elapsed": 1.1917468141764402, "loss": 0.8684674826949081, }
json_stats: {"epoch": 386, "elapsed": 1.1801774869672954, "loss": 0.8651216520581094, }
json_stats: {"epoch": 387, "elapsed": 1.195545231923461, "loss": 0.864347831882942, }
json_stats: {"epoch": 388, "elapsed": 1.1829574459698051, "loss": 0.8672549107552929, }
json_stats: {"epoch": 389, "elapsed": 1.2029695480596274, "loss": 0.8653333499751666, }
json_stats: {"epoch": 390, "elapsed": 1.185891831992194, "loss": 0.8658112331060466, }
json_stats: {"epoch": 391, "elapsed": 1.1831744899973273, "loss": 0.8652607794215951, }
json_stats: {"epoch": 392, "elapsed": 1.1945455549284816, "loss": 0.8644304371334441, }
json_stats: {"epoch": 393, "elapsed": 1.2480466458946466, "loss": 0.8654113056667005, }
json_stats: {"epoch": 394, "elapsed": 1.182010686956346, "loss": 0.8674445682555357, }
json_stats: {"epoch": 395, "elapsed": 1.18278927099891, "loss": 0.8629685249934211, }
json_stats: {"epoch": 396, "elapsed": 1.1943883851636201, "loss": 0.8672474860180519, }
json_stats: {"epoch": 397, "elapsed": 1.1896070500370115, "loss": 0.8623270982006839, }
json_stats: {"epoch": 398, "elapsed": 1.1733470929320902, "loss": 0.863642792996381, }
json_stats: {"epoch": 299, "elapsed": 1.1877085999585688, "loss": 0.8673509939869887, "sqnorm_min": 0.7636592780953818, "sqnorm_avg": 0.9809940818346822, "sqnorm_max": 0.9999990000005, "mean_rank": 8.505793140613573, "map_rank": 0.8595505855776912, "best": false}
json_stats: {"epoch": 400, "elapsed": 1.2113797650672495, "loss": 0.8661558124448544, }
json_stats: {"epoch": 401, "elapsed": 1.181815244955942, "loss": 0.8647108015171691, }
json_stats: {"epoch": 402, "elapsed": 1.1711902951356024, "loss": 0.8642817449114315, }
json_stats: {"epoch": 403, "elapsed": 1.1896478899288923, "loss": 0.8661238706205232, }
json_stats: {"epoch": 404, "elapsed": 1.1826290250755847, "loss": 0.8675923802236192, }
json_stats: {"epoch": 405, "elapsed": 1.1962389389518648, "loss": 0.865923866357131, }
json_stats: {"epoch": 406, "elapsed": 1.1729898999910802, "loss": 0.8621295261096499, }
json_stats: {"epoch": 407, "elapsed": 1.1792964930646122, "loss": 0.8657412332579925, }
json_stats: {"epoch": 408, "elapsed": 1.1891024799551815, "loss": 0.8672948333826086, }
json_stats: {"epoch": 409, "elapsed": 1.193728179205209, "loss": 0.8632055643651374, }
json_stats: {"epoch": 410, "elapsed": 1.1824928768910468, "loss": 0.8662993167915287, }
json_stats: {"epoch": 411, "elapsed": 1.185660104965791, "loss": 0.8655305533935861, }
json_stats: {"epoch": 412, "elapsed": 1.191728803096339, "loss": 0.8625506680759197, }
json_stats: {"epoch": 413, "elapsed": 1.1916498478967696, "loss": 0.8648985395599034, }
json_stats: {"epoch": 414, "elapsed": 1.185401936993003, "loss": 0.86795850819848, }
json_stats: {"epoch": 415, "elapsed": 1.1764523258898407, "loss": 0.8658523219410806, }
json_stats: {"epoch": 416, "elapsed": 1.2002353169955313, "loss": 0.8651082032771742, }
json_stats: {"epoch": 417, "elapsed": 1.1972974280361086, "loss": 0.8661949906183479, }
json_stats: {"epoch": 418, "elapsed": 1.1859271109569818, "loss": 0.8665289303651482, }
json_stats: {"epoch": 419, "elapsed": 1.1850054441019893, "loss": 0.8615419628833723, }
json_stats: {"epoch": 420, "elapsed": 1.1991287651471794, "loss": 0.8635655969340711, }
json_stats: {"epoch": 421, "elapsed": 1.1870038150809705, "loss": 0.8662356388253337, }
json_stats: {"epoch": 422, "elapsed": 1.1877281579654664, "loss": 0.8643973182552813, }
json_stats: {"epoch": 423, "elapsed": 1.1673473119735718, "loss": 0.8608972746693507, }
json_stats: {"epoch": 424, "elapsed": 1.1916893280576915, "loss": 0.8664869384731493, }
json_stats: {"epoch": 425, "elapsed": 1.2076624841429293, "loss": 0.8635025405223651, }
json_stats: {"epoch": 426, "elapsed": 1.1909787901677191, "loss": 0.8648992576613478, }
json_stats: {"epoch": 427, "elapsed": 1.206520080100745, "loss": 0.8649516791941013, }
json_stats: {"epoch": 428, "elapsed": 1.1964706650469452, "loss": 0.8681654796156169, }
json_stats: {"epoch": 429, "elapsed": 1.1725819560233504, "loss": 0.8622588335113773, }
json_stats: {"epoch": 430, "elapsed": 1.2080717030912638, "loss": 0.8646448230132356, }
json_stats: {"epoch": 431, "elapsed": 1.1768256169743836, "loss": 0.8620572505558922, }
json_stats: {"epoch": 432, "elapsed": 1.1932450260501355, "loss": 0.8658605642707974, }
json_stats: {"epoch": 433, "elapsed": 1.1920397467911243, "loss": 0.868568999108401, }
json_stats: {"epoch": 434, "elapsed": 1.1861787440720946, "loss": 0.8658249538897794, }
json_stats: {"epoch": 435, "elapsed": 1.1723702719900757, "loss": 0.8655145840079987, }
json_stats: {"epoch": 436, "elapsed": 1.1849303760100156, "loss": 0.8628699829912596, }
json_stats: {"epoch": 437, "elapsed": 1.1877944620791823, "loss": 0.8638947820375845, }
json_stats: {"epoch": 438, "elapsed": 1.20512804412283, "loss": 0.8669214579964559, }
json_stats: {"epoch": 439, "elapsed": 1.1815338130109012, "loss": 0.8671089948005761, }
json_stats: {"epoch": 440, "elapsed": 1.1949213950429112, "loss": 0.8663692429858116, }
json_stats: {"epoch": 441, "elapsed": 1.1952541759237647, "loss": 0.8649189879533253, }
json_stats: {"epoch": 442, "elapsed": 1.1779975951649249, "loss": 0.8656084202332778, }
json_stats: {"epoch": 443, "elapsed": 1.1849333487916738, "loss": 0.867141680279601, }
json_stats: {"epoch": 444, "elapsed": 1.1632191520184278, "loss": 0.8651704553638879, }
json_stats: {"epoch": 445, "elapsed": 1.1840308599639684, "loss": 0.8650364670521506, }
json_stats: {"epoch": 446, "elapsed": 1.194863396929577, "loss": 0.8673731561889474, }
json_stats: {"epoch": 447, "elapsed": 1.1821209690533578, "loss": 0.8646502539224052, }
json_stats: {"epoch": 448, "elapsed": 1.2143351731356233, "loss": 0.8639309285020242, }
json_stats: {"epoch": 449, "elapsed": 1.1836574140470475, "loss": 0.8661200527683969, }
json_stats: {"epoch": 450, "elapsed": 1.2040313640609384, "loss": 0.8672537899176551, }
json_stats: {"epoch": 451, "elapsed": 1.1675641930196434, "loss": 0.8705935011575102, }
json_stats: {"epoch": 452, "elapsed": 1.1769370581023395, "loss": 0.8630228368293305, }
json_stats: {"epoch": 453, "elapsed": 1.19138538883999, "loss": 0.8656499153431384, }
json_stats: {"epoch": 454, "elapsed": 1.192101873923093, "loss": 0.8642696420330319, }
json_stats: {"epoch": 455, "elapsed": 1.1959397040773183, "loss": 0.8673013361509546, }
json_stats: {"epoch": 456, "elapsed": 1.170387394959107, "loss": 0.8685574881225403, }
json_stats: {"epoch": 457, "elapsed": 1.1913403398357332, "loss": 0.8663167041168656, }
json_stats: {"epoch": 458, "elapsed": 1.2013374569360167, "loss": 0.8664766998775254, }
json_stats: {"epoch": 459, "elapsed": 1.1920943818986416, "loss": 0.8656830845632144, }
json_stats: {"epoch": 460, "elapsed": 1.1811023640912026, "loss": 0.868155031513385, }
json_stats: {"epoch": 461, "elapsed": 1.2039915469940752, "loss": 0.8659538595825361, }
json_stats: {"epoch": 462, "elapsed": 1.1776336058974266, "loss": 0.8670105436020883, }
json_stats: {"epoch": 463, "elapsed": 1.1995224000420421, "loss": 0.864211494123186, }
json_stats: {"epoch": 464, "elapsed": 1.1882759139407426, "loss": 0.8667455063158069, }
json_stats: {"epoch": 465, "elapsed": 1.1897750499192625, "loss": 0.865220999705125, }
json_stats: {"epoch": 466, "elapsed": 1.1935492199845612, "loss": 0.8637609358750159, }
json_stats: {"epoch": 467, "elapsed": 1.190976717043668, "loss": 0.8636840621670142, }
json_stats: {"epoch": 468, "elapsed": 1.1804172080010176, "loss": 0.8633281495754229, }
json_stats: {"epoch": 469, "elapsed": 1.1911875440273434, "loss": 0.8629340800116296, }
json_stats: {"epoch": 470, "elapsed": 1.2016062368638813, "loss": 0.8663871673756757, }
json_stats: {"epoch": 471, "elapsed": 1.202343479031697, "loss": 0.8668495867511072, }
json_stats: {"epoch": 472, "elapsed": 1.190431322902441, "loss": 0.8652120883774335, }
json_stats: {"epoch": 473, "elapsed": 1.1942569001112133, "loss": 0.8663470320898479, }
json_stats: {"epoch": 474, "elapsed": 1.1870439320337027, "loss": 0.8675032468275173, }
json_stats: {"epoch": 475, "elapsed": 1.1894600680097938, "loss": 0.8672953687743769, }
json_stats: {"epoch": 476, "elapsed": 1.1764376398641616, "loss": 0.8649865741135245, }
json_stats: {"epoch": 477, "elapsed": 1.1958865479100496, "loss": 0.8642464674007106, }
json_stats: {"epoch": 478, "elapsed": 1.1955671510659158, "loss": 0.86639125805319, }
json_stats: {"epoch": 479, "elapsed": 1.1911241179332137, "loss": 0.8652381055714434, }
json_stats: {"epoch": 480, "elapsed": 1.1763400421477854, "loss": 0.8665824512901881, }
json_stats: {"epoch": 481, "elapsed": 1.1891580601222813, "loss": 0.8654548274298419, }
json_stats: {"epoch": 482, "elapsed": 1.1868819729425013, "loss": 0.8658482048912644, }
json_stats: {"epoch": 483, "elapsed": 1.19352857908234, "loss": 0.8625340077349887, }
json_stats: {"epoch": 484, "elapsed": 1.187042879872024, "loss": 0.8653163931298102, }
json_stats: {"epoch": 485, "elapsed": 1.1999587989412248, "loss": 0.8668060715814851, }
json_stats: {"epoch": 486, "elapsed": 1.18997523188591, "loss": 0.8664216989192002, }
json_stats: {"epoch": 487, "elapsed": 1.1876792619004846, "loss": 0.8652210724590953, }
json_stats: {"epoch": 488, "elapsed": 1.183869221014902, "loss": 0.8641595920101838, }
json_stats: {"epoch": 489, "elapsed": 1.181997091975063, "loss": 0.8653935966041153, }
json_stats: {"epoch": 490, "elapsed": 1.1965698897838593, "loss": 0.863891509663969, }
json_stats: {"epoch": 491, "elapsed": 1.187993701081723, "loss": 0.8629030810682562, }
json_stats: {"epoch": 492, "elapsed": 1.180969123961404, "loss": 0.8653524710681831, }
json_stats: {"epoch": 493, "elapsed": 1.1654068161733449, "loss": 0.8670950184245056, }
json_stats: {"epoch": 494, "elapsed": 1.1986447600647807, "loss": 0.8648194169709373, }
json_stats: {"epoch": 495, "elapsed": 1.2059654018376023, "loss": 0.8663431465025977, }
json_stats: {"epoch": 496, "elapsed": 1.1976248319260776, "loss": 0.8678550789959211, }
json_stats: {"epoch": 497, "elapsed": 1.1738204080611467, "loss": 0.8628857245425142, }
json_stats: {"epoch": 498, "elapsed": 1.1987140239216387, "loss": 0.8666924791049487, }
json_stats: {"epoch": 399, "elapsed": 1.1874953818041831, "loss": 0.8651578657143856, "sqnorm_min": 0.7647569658991621, "sqnorm_avg": 0.981049831080492, "sqnorm_max": 0.9999990000005, "mean_rank": 8.526251972747218, "map_rank": 0.8593820589899781, "best": true}
json_stats: {"epoch": 500, "elapsed": 1.2096158538479358, "loss": 0.8648358148859304, }
json_stats: {"epoch": 501, "elapsed": 1.1871910230256617, "loss": 0.8650261515881784, }
json_stats: {"epoch": 502, "elapsed": 1.213841344928369, "loss": 0.8665369896836321, }
json_stats: {"epoch": 503, "elapsed": 1.2000813838094473, "loss": 0.862639924643589, }
json_stats: {"epoch": 504, "elapsed": 1.1819501770660281, "loss": 0.8665192590031445, }
json_stats: {"epoch": 505, "elapsed": 1.1758479978889227, "loss": 0.8657681653261282, }
json_stats: {"epoch": 506, "elapsed": 1.1897258579265326, "loss": 0.865632654515166, }
json_stats: {"epoch": 507, "elapsed": 1.193502021022141, "loss": 0.8665172119354464, }
json_stats: {"epoch": 508, "elapsed": 1.1986531149595976, "loss": 0.8634172393363029, }
json_stats: {"epoch": 509, "elapsed": 1.17785375402309, "loss": 0.8658759111094958, }
json_stats: {"epoch": 510, "elapsed": 1.1962433957960457, "loss": 0.8660799908095694, }
json_stats: {"epoch": 511, "elapsed": 1.1897478189785033, "loss": 0.8648125477459335, }
json_stats: {"epoch": 512, "elapsed": 1.2075124469120055, "loss": 0.8653185417303825, }
json_stats: {"epoch": 513, "elapsed": 1.18731468799524, "loss": 0.8661163761471173, }
json_stats: {"epoch": 514, "elapsed": 1.1914807439316064, "loss": 0.8661084075038488, }
json_stats: {"epoch": 515, "elapsed": 1.197453609900549, "loss": 0.8652161884053661, }
json_stats: {"epoch": 516, "elapsed": 1.1821483988314867, "loss": 0.8657410639378715, }
json_stats: {"epoch": 517, "elapsed": 1.187506544869393, "loss": 0.865004353177152, }
json_stats: {"epoch": 518, "elapsed": 1.187537033110857, "loss": 0.8672923895190713, }
json_stats: {"epoch": 519, "elapsed": 1.1876500900834799, "loss": 0.865270879147444, }
json_stats: {"epoch": 520, "elapsed": 1.1964614898897707, "loss": 0.8663036360043934, }
json_stats: {"epoch": 521, "elapsed": 1.1969475720543414, "loss": 0.8636921175542263, }
json_stats: {"epoch": 522, "elapsed": 1.1778853589203209, "loss": 0.8659947684296799, }
json_stats: {"epoch": 523, "elapsed": 1.1914783390238881, "loss": 0.8660359626959069, }
json_stats: {"epoch": 524, "elapsed": 1.185677998000756, "loss": 0.8649071410180105, }
json_stats: {"epoch": 525, "elapsed": 1.1905812059994787, "loss": 0.8652745890131387, }
json_stats: {"epoch": 526, "elapsed": 1.1865885481238365, "loss": 0.8686014903254434, }
json_stats: {"epoch": 527, "elapsed": 1.1976183068472892, "loss": 0.8659044420409824, }
json_stats: {"epoch": 528, "elapsed": 1.1820970678236336, "loss": 0.8634393009619141, }
json_stats: {"epoch": 529, "elapsed": 1.1849977190140635, "loss": 0.8631848741169754, }
json_stats: {"epoch": 530, "elapsed": 1.1698089421261102, "loss": 0.8641623186640223, }
json_stats: {"epoch": 531, "elapsed": 1.2052458848338574, "loss": 0.8652720472895481, }
json_stats: {"epoch": 532, "elapsed": 1.1939229369163513, "loss": 0.8635650900815035, }
json_stats: {"epoch": 533, "elapsed": 1.1944252529647201, "loss": 0.867935026329227, }
json_stats: {"epoch": 534, "elapsed": 1.1813314130995423, "loss": 0.8652502015244132, }
json_stats: {"epoch": 535, "elapsed": 1.193949927110225, "loss": 0.8658161365666223, }
json_stats: {"epoch": 536, "elapsed": 1.1901425961405039, "loss": 0.863019444731566, }
json_stats: {"epoch": 537, "elapsed": 1.1841303259134293, "loss": 0.8656901651670509, }
json_stats: {"epoch": 538, "elapsed": 1.168893727939576, "loss": 0.8679613657931462, }
json_stats: {"epoch": 539, "elapsed": 1.1847722390666604, "loss": 0.8665672975579959, }
json_stats: {"epoch": 540, "elapsed": 1.2210118079092354, "loss": 0.8639312897232924, }
json_stats: {"epoch": 541, "elapsed": 1.1911003328859806, "loss": 0.8630563557136095, }
json_stats: {"epoch": 542, "elapsed": 1.1670382090378553, "loss": 0.8644330720968721, }
json_stats: {"epoch": 543, "elapsed": 1.1801119591109455, "loss": 0.8667647706160099, }
json_stats: {"epoch": 544, "elapsed": 1.1728395570535213, "loss": 0.8631083417548238, }
json_stats: {"epoch": 545, "elapsed": 1.184015469159931, "loss": 0.8667271043617559, }
json_stats: {"epoch": 546, "elapsed": 1.1732067870907485, "loss": 0.866357147407653, }
json_stats: {"epoch": 547, "elapsed": 1.1930795940570533, "loss": 0.8675816458928357, }
json_stats: {"epoch": 548, "elapsed": 1.192100424785167, "loss": 0.8606255158966892, }
json_stats: {"epoch": 549, "elapsed": 1.1890355381183326, "loss": 0.8671283596418023, }
json_stats: {"epoch": 550, "elapsed": 1.1758159580640495, "loss": 0.8669935746137176, }
json_stats: {"epoch": 551, "elapsed": 1.1915519209578633, "loss": 0.863657941374402, }
json_stats: {"epoch": 552, "elapsed": 1.2017194980289787, "loss": 0.8652397481628382, }
json_stats: {"epoch": 553, "elapsed": 1.1858882640954107, "loss": 0.8628783568468384, }
json_stats: {"epoch": 554, "elapsed": 1.1814626529812813, "loss": 0.86688949360856, }
json_stats: {"epoch": 555, "elapsed": 1.1941625860054046, "loss": 0.8634846936346389, }
json_stats: {"epoch": 556, "elapsed": 1.1977484938688576, "loss": 0.8618615238135765, }
json_stats: {"epoch": 557, "elapsed": 1.20281030703336, "loss": 0.8659106307218117, }
json_stats: {"epoch": 558, "elapsed": 1.1891915211454034, "loss": 0.8681203322264099, }
json_stats: {"epoch": 559, "elapsed": 1.1801128250081092, "loss": 0.8677601520777154, }
json_stats: {"epoch": 560, "elapsed": 1.2042502730619162, "loss": 0.8634638298286995, }
json_stats: {"epoch": 561, "elapsed": 1.1955356860999018, "loss": 0.8667627045232821, }
json_stats: {"epoch": 562, "elapsed": 1.1926140959840268, "loss": 0.861686989815943, }
json_stats: {"epoch": 563, "elapsed": 1.182249017059803, "loss": 0.8639462853239424, }
json_stats: {"epoch": 564, "elapsed": 1.1915187109261751, "loss": 0.8665195991834118, }
json_stats: {"epoch": 565, "elapsed": 1.1818454139865935, "loss": 0.8639208320395663, }
json_stats: {"epoch": 566, "elapsed": 1.1986201179679483, "loss": 0.8616060432966337, }
json_stats: {"epoch": 567, "elapsed": 1.178617759840563, "loss": 0.8647459672376363, }
json_stats: {"epoch": 568, "elapsed": 1.2236038981936872, "loss": 0.8638870686884615, }
json_stats: {"epoch": 569, "elapsed": 1.2112721791490912, "loss": 0.8668180361640956, }
json_stats: {"epoch": 570, "elapsed": 1.2021632958203554, "loss": 0.8670548869250748, }
json_stats: {"epoch": 571, "elapsed": 1.1825106958858669, "loss": 0.8635958036745279, }
json_stats: {"epoch": 572, "elapsed": 1.1948192808777094, "loss": 0.8622781433281798, }
json_stats: {"epoch": 573, "elapsed": 1.2038044459186494, "loss": 0.8652934870704203, }
json_stats: {"epoch": 574, "elapsed": 1.202520911116153, "loss": 0.8660725027317528, }
json_stats: {"epoch": 575, "elapsed": 1.1869492549449205, "loss": 0.8643730402569637, }
json_stats: {"epoch": 576, "elapsed": 1.189566503977403, "loss": 0.8666329004116041, }
json_stats: {"epoch": 577, "elapsed": 1.190527779981494, "loss": 0.8665552389335023, }
json_stats: {"epoch": 578, "elapsed": 1.188913123914972, "loss": 0.8679972923594758, }
json_stats: {"epoch": 579, "elapsed": 1.184376274002716, "loss": 0.8660871764287966, }
json_stats: {"epoch": 580, "elapsed": 1.193961637094617, "loss": 0.8677035726169038, }
json_stats: {"epoch": 581, "elapsed": 1.19471431709826, "loss": 0.864315469311217, }
json_stats: {"epoch": 582, "elapsed": 1.188451999798417, "loss": 0.8673877571208959, }
json_stats: {"epoch": 583, "elapsed": 1.1785231940448284, "loss": 0.8632170708910721, }
json_stats: {"epoch": 584, "elapsed": 1.198071630904451, "loss": 0.8667576879271063, }
json_stats: {"epoch": 585, "elapsed": 1.200432037934661, "loss": 0.86777252503029, }
json_stats: {"epoch": 586, "elapsed": 1.1920857632067055, "loss": 0.8636586629717816, }
json_stats: {"epoch": 587, "elapsed": 1.1697991131804883, "loss": 0.867509218380296, }
json_stats: {"epoch": 588, "elapsed": 1.1928254899103194, "loss": 0.8677248168211036, }
json_stats: {"epoch": 589, "elapsed": 1.1954952660016716, "loss": 0.8683184640548929, }
json_stats: {"epoch": 590, "elapsed": 1.1888367559295148, "loss": 0.8684432591863732, }
json_stats: {"epoch": 591, "elapsed": 1.182251782855019, "loss": 0.8624136143486426, }
json_stats: {"epoch": 592, "elapsed": 1.1770858359523118, "loss": 0.864260716334916, }
json_stats: {"epoch": 593, "elapsed": 1.1867365820799023, "loss": 0.8656779318597088, }
json_stats: {"epoch": 594, "elapsed": 1.194126893999055, "loss": 0.8646594950266444, }
json_stats: {"epoch": 595, "elapsed": 1.193574276054278, "loss": 0.8655211888593026, }
json_stats: {"epoch": 596, "elapsed": 1.1760907140560448, "loss": 0.8671125449181958, }
json_stats: {"epoch": 597, "elapsed": 1.1838998920284212, "loss": 0.8655044574792665, }
json_stats: {"epoch": 598, "elapsed": 1.1877555600367486, "loss": 0.864759993810834, }
json_stats: {"epoch": 499, "elapsed": 1.2584437080658972, "loss": 0.8683563270824257, "sqnorm_min": 0.7680979304157758, "sqnorm_avg": 0.9810188773422178, "sqnorm_max": 0.9999990000005, "mean_rank": 8.52197929096578, "map_rank": 0.8591874301930373, "best": false}
json_stats: {"epoch": 600, "elapsed": 1.1900571309961379, "loss": 0.8641915846280083, }
json_stats: {"epoch": 601, "elapsed": 1.1841978749725968, "loss": 0.8659438288775836, }
json_stats: {"epoch": 602, "elapsed": 1.192637890111655, "loss": 0.8690986271499755, }
json_stats: {"epoch": 603, "elapsed": 1.1876500458456576, "loss": 0.8642033844898057, }
json_stats: {"epoch": 604, "elapsed": 1.1917227772064507, "loss": 0.8684403059685224, }
json_stats: {"epoch": 605, "elapsed": 1.1824200570117682, "loss": 0.8639431503289385, }
json_stats: {"epoch": 606, "elapsed": 1.1882097551133484, "loss": 0.8670088847611496, }
json_stats: {"epoch": 607, "elapsed": 1.1936922559980303, "loss": 0.8660544589131427, }
json_stats: {"epoch": 608, "elapsed": 1.1785244208294898, "loss": 0.8653658433221968, }
json_stats: {"epoch": 609, "elapsed": 1.2001733959186822, "loss": 0.866902220901758, }
json_stats: {"epoch": 610, "elapsed": 1.198139889864251, "loss": 0.8674755830681025, }
json_stats: {"epoch": 611, "elapsed": 1.2058516691904515, "loss": 0.8691934906252867, }
json_stats: {"epoch": 612, "elapsed": 1.2153523459564894, "loss": 0.8634241946888739, }
json_stats: {"epoch": 613, "elapsed": 1.1950536780059338, "loss": 0.8675684447089069, }
json_stats: {"epoch": 614, "elapsed": 1.2053692010231316, "loss": 0.8624757358712917, }
json_stats: {"epoch": 615, "elapsed": 1.1843262109905481, "loss": 0.8685613414840698, }
json_stats: {"epoch": 616, "elapsed": 1.2216366219799966, "loss": 0.8648236586104241, }
json_stats: {"epoch": 617, "elapsed": 1.1793777339626104, "loss": 0.8642359882698382, }
json_stats: {"epoch": 618, "elapsed": 1.1704463539645076, "loss": 0.8642025946556583, }
json_stats: {"epoch": 619, "elapsed": 1.1937080780044198, "loss": 0.8658686249017685, }
json_stats: {"epoch": 620, "elapsed": 1.1886733712162822, "loss": 0.8678968901198836, }
json_stats: {"epoch": 621, "elapsed": 1.2018410298042, "loss": 0.8659765087087091, }
json_stats: {"epoch": 622, "elapsed": 1.190072210971266, "loss": 0.8672432186518235, }
json_stats: {"epoch": 623, "elapsed": 1.206659120041877, "loss": 0.8649942967255106, }
json_stats: {"epoch": 624, "elapsed": 1.196338556939736, "loss": 0.864676428943056, }
json_stats: {"epoch": 625, "elapsed": 1.1687423901166767, "loss": 0.8665173015358382, }
json_stats: {"epoch": 626, "elapsed": 1.1827035378664732, "loss": 0.8650387194829297, }
json_stats: {"epoch": 627, "elapsed": 1.198027451056987, "loss": 0.8682779789150986, }
json_stats: {"epoch": 628, "elapsed": 1.1894309078343213, "loss": 0.8625955376586059, }
json_stats: {"epoch": 629, "elapsed": 1.1771752221975476, "loss": 0.8630777707968569, }
json_stats: {"epoch": 630, "elapsed": 1.2026400691829622, "loss": 0.8652241093718284, }
json_stats: {"epoch": 631, "elapsed": 1.190786340041086, "loss": 0.8644959534769355, }
json_stats: {"epoch": 632, "elapsed": 1.2060988110024482, "loss": 0.8653367074416987, }
json_stats: {"epoch": 633, "elapsed": 1.2740778210572898, "loss": 0.8627057666088164, }
json_stats: {"epoch": 634, "elapsed": 1.1941500161774457, "loss": 0.8674338998149274, }
json_stats: {"epoch": 635, "elapsed": 1.1895074748899788, "loss": 0.8658758741069539, }
json_stats: {"epoch": 636, "elapsed": 1.1863687329459935, "loss": 0.8655452876855273, }
json_stats: {"epoch": 637, "elapsed": 1.186547476798296, "loss": 0.8620154504567326, }
json_stats: {"epoch": 638, "elapsed": 1.1991984378546476, "loss": 0.8647509772780269, }
json_stats: {"epoch": 639, "elapsed": 1.1960858490783721, "loss": 0.8640981946628639, }
json_stats: {"epoch": 640, "elapsed": 1.1935757989995182, "loss": 0.8651731490068117, }
json_stats: {"epoch": 641, "elapsed": 1.1866424919571728, "loss": 0.862493370602616, }
json_stats: {"epoch": 642, "elapsed": 1.1950131917838007, "loss": 0.8650703073354464, }
json_stats: {"epoch": 643, "elapsed": 1.2092379159294069, "loss": 0.8656817895680265, }
json_stats: {"epoch": 644, "elapsed": 1.1994454960804433, "loss": 0.8673929832035007, }
json_stats: {"epoch": 645, "elapsed": 1.190553538966924, "loss": 0.8698092500607179, }
json_stats: {"epoch": 646, "elapsed": 1.1609058680478483, "loss": 0.866341541619998, }
json_stats: {"epoch": 647, "elapsed": 1.1958290049806237, "loss": 0.864282433236962, }
json_stats: {"epoch": 648, "elapsed": 1.2049981160089374, "loss": 0.8677485952803075, }
json_stats: {"epoch": 649, "elapsed": 1.2008374170400202, "loss": 0.8669880324176247, }
json_stats: {"epoch": 650, "elapsed": 1.1721034198999405, "loss": 0.8624839272848327, }
json_stats: {"epoch": 651, "elapsed": 1.2027437950018793, "loss": 0.8644816985102841, }
json_stats: {"epoch": 652, "elapsed": 1.1854989328421652, "loss": 0.8667600155888113, }
json_stats: {"epoch": 653, "elapsed": 1.2050213569309562, "loss": 0.8656895890025383, }
json_stats: {"epoch": 654, "elapsed": 1.171649012947455, "loss": 0.8665434949802614, }
json_stats: {"epoch": 655, "elapsed": 1.1983585769776255, "loss": 0.8639941029475348, }
json_stats: {"epoch": 656, "elapsed": 1.1880864989943802, "loss": 0.8653385874447149, }
json_stats: {"epoch": 657, "elapsed": 1.1948336211498827, "loss": 0.8663392730552172, }
json_stats: {"epoch": 658, "elapsed": 1.1729030970018357, "loss": 0.8666063941610632, }
json_stats: {"epoch": 659, "elapsed": 1.193803020985797, "loss": 0.8639105715256514, }
json_stats: {"epoch": 660, "elapsed": 1.1919029911514372, "loss": 0.8660939336043589, }
json_stats: {"epoch": 661, "elapsed": 1.1853703479282558, "loss": 0.8642102938290472, }
json_stats: {"epoch": 662, "elapsed": 1.1708904770202935, "loss": 0.8642658878087277, }
json_stats: {"epoch": 663, "elapsed": 1.181826724903658, "loss": 0.8630596456500998, }
json_stats: {"epoch": 664, "elapsed": 1.2017688639461994, "loss": 0.868378756890753, }
json_stats: {"epoch": 665, "elapsed": 1.2244737579021603, "loss": 0.8614026363771964, }
json_stats: {"epoch": 666, "elapsed": 1.1973555500153452, "loss": 0.8645789574418828, }
json_stats: {"epoch": 667, "elapsed": 1.1894031402189285, "loss": 0.8638385647671671, }
json_stats: {"epoch": 668, "elapsed": 1.1899700639769435, "loss": 0.865530271010721, }
json_stats: {"epoch": 669, "elapsed": 1.2052367480937392, "loss": 0.8655339777820446, }
json_stats: {"epoch": 670, "elapsed": 1.1674949428997934, "loss": 0.8656242707100599, }
json_stats: {"epoch": 671, "elapsed": 1.2071073350962251, "loss": 0.8657195163163124, }
json_stats: {"epoch": 672, "elapsed": 1.1937435150612146, "loss": 0.8649149919725225, }
json_stats: {"epoch": 673, "elapsed": 1.1945762059185654, "loss": 0.8677704020068511, }
json_stats: {"epoch": 674, "elapsed": 1.179782235994935, "loss": 0.8660430505862196, }
json_stats: {"epoch": 675, "elapsed": 1.1980274519883096, "loss": 0.867321707376613, }
json_stats: {"epoch": 676, "elapsed": 1.1893627371173352, "loss": 0.8655326532597473, }
json_stats: {"epoch": 677, "elapsed": 1.188257599947974, "loss": 0.8663933783801311, }
json_stats: {"epoch": 678, "elapsed": 1.1953603487927467, "loss": 0.8666456816102583, }
json_stats: {"epoch": 679, "elapsed": 1.1812934069894254, "loss": 0.8653860842028238, }
json_stats: {"epoch": 680, "elapsed": 1.1894977630581707, "loss": 0.868275025208415, }
json_stats: {"epoch": 681, "elapsed": 1.2108220260124654, "loss": 0.8674004761692102, }
json_stats: {"epoch": 682, "elapsed": 1.2127211110200733, "loss": 0.8650032921202712, }
json_stats: {"epoch": 683, "elapsed": 1.1819389581214637, "loss": 0.8653942122435553, }
json_stats: {"epoch": 684, "elapsed": 1.185674857115373, "loss": 0.8645270232295997, }
json_stats: {"epoch": 685, "elapsed": 1.1847630960401148, "loss": 0.8699017917579854, }
json_stats: {"epoch": 686, "elapsed": 1.2007951161358505, "loss": 0.8652891162641986, }
json_stats: {"epoch": 687, "elapsed": 1.175090397009626, "loss": 0.8634830171073427, }
json_stats: {"epoch": 688, "elapsed": 1.2091213390231133, "loss": 0.8637879284139459, }
json_stats: {"epoch": 689, "elapsed": 1.1868903811555356, "loss": 0.8626394315930288, }
json_stats: {"epoch": 690, "elapsed": 1.1968499179929495, "loss": 0.8657793174845424, }
json_stats: {"epoch": 691, "elapsed": 1.1878158620093018, "loss": 0.867153567986821, }
json_stats: {"epoch": 692, "elapsed": 1.1960780930239707, "loss": 0.8654346778486547, }
json_stats: {"epoch": 693, "elapsed": 1.197458965005353, "loss": 0.862996737440631, }
json_stats: {"epoch": 694, "elapsed": 1.1976875180844218, "loss": 0.8678101344910877, }
json_stats: {"epoch": 695, "elapsed": 1.181192641146481, "loss": 0.8652761592466058, }
json_stats: {"epoch": 696, "elapsed": 1.194250717991963, "loss": 0.8635136659949993, }
json_stats: {"epoch": 697, "elapsed": 1.1890916058328003, "loss": 0.8644285698803715, }
json_stats: {"epoch": 698, "elapsed": 1.1892389000859112, "loss": 0.8639841991751074, }
json_stats: {"epoch": 599, "elapsed": 1.187138268025592, "loss": 0.8646407955182881, "sqnorm_min": 0.766166073201645, "sqnorm_avg": 0.9809845734444477, "sqnorm_max": 0.9999990000005, "mean_rank": 8.507294353131375, "map_rank": 0.8596277726524925, "best": true}
json_stats: {"epoch": 700, "elapsed": 1.2056180308572948, "loss": 0.8628877014267697, }
json_stats: {"epoch": 701, "elapsed": 1.1979807750321925, "loss": 0.8685509367059123, }
json_stats: {"epoch": 702, "elapsed": 1.1944471378810704, "loss": 0.8674169256002904, }
json_stats: {"epoch": 703, "elapsed": 1.190051999175921, "loss": 0.866797621054888, }
json_stats: {"epoch": 704, "elapsed": 1.1848788359202445, "loss": 0.8663083391219751, }
json_stats: {"epoch": 705, "elapsed": 1.1957096769474447, "loss": 0.8645603068719088, }
json_stats: {"epoch": 706, "elapsed": 1.1903160919900984, "loss": 0.8645582698428539, }
json_stats: {"epoch": 707, "elapsed": 1.2077778151724488, "loss": 0.8640197702737028, }
json_stats: {"epoch": 708, "elapsed": 1.173534169094637, "loss": 0.8624116508110923, }
json_stats: {"epoch": 709, "elapsed": 1.197907263180241, "loss": 0.862293752493834, }
json_stats: {"epoch": 710, "elapsed": 1.201718521071598, "loss": 0.8679286432222896, }
json_stats: {"epoch": 711, "elapsed": 1.2058888331521302, "loss": 0.8641452485949274, }
json_stats: {"epoch": 712, "elapsed": 1.1821226340252906, "loss": 0.8691101321593131, }
json_stats: {"epoch": 713, "elapsed": 1.1943526931572706, "loss": 0.8673068442880153, }
json_stats: {"epoch": 714, "elapsed": 1.1875728650484234, "loss": 0.865842373481551, }
json_stats: {"epoch": 715, "elapsed": 1.206948148785159, "loss": 0.863353573031918, }
json_stats: {"epoch": 716, "elapsed": 1.1854879360180348, "loss": 0.865315695050293, }
json_stats: {"epoch": 717, "elapsed": 1.196860902942717, "loss": 0.8667825618752859, }
json_stats: {"epoch": 718, "elapsed": 1.191491374047473, "loss": 0.8632370471295927, }
json_stats: {"epoch": 719, "elapsed": 1.1769269921351224, "loss": 0.8653971737132833, }
json_stats: {"epoch": 720, "elapsed": 1.1733408300206065, "loss": 0.8634448404889471, }
json_stats: {"epoch": 721, "elapsed": 1.1928069880232215, "loss": 0.8632252307316813, }
json_stats: {"epoch": 722, "elapsed": 1.1825857888907194, "loss": 0.8660455837477938, }
json_stats: {"epoch": 723, "elapsed": 1.197289934847504, "loss": 0.8647108142727975, }
json_stats: {"epoch": 724, "elapsed": 1.184435891918838, "loss": 0.8658323611447543, }
json_stats: {"epoch": 725, "elapsed": 1.187531425850466, "loss": 0.865710499952389, }
json_stats: {"epoch": 726, "elapsed": 1.200869316002354, "loss": 0.8670412410391267, }
json_stats: {"epoch": 727, "elapsed": 1.1930966908112168, "loss": 0.8618630644398775, }
json_stats: {"epoch": 728, "elapsed": 1.1909701849799603, "loss": 0.8691377180483292, }
json_stats: {"epoch": 729, "elapsed": 1.1940633249469101, "loss": 0.8675912799649416, }
json_stats: {"epoch": 730, "elapsed": 1.2111091741826385, "loss": 0.864402813359572, }
json_stats: {"epoch": 731, "elapsed": 1.2033789861015975, "loss": 0.8645332830631275, }
json_stats: {"epoch": 732, "elapsed": 1.1815887631382793, "loss": 0.8651090619784915, }
json_stats: {"epoch": 733, "elapsed": 1.1769791138358414, "loss": 0.864435830510987, }
json_stats: {"epoch": 734, "elapsed": 1.2006661081686616, "loss": 0.8644559214818558, }
json_stats: {"epoch": 735, "elapsed": 1.1993726631626487, "loss": 0.8632871479685411, }
json_stats: {"epoch": 736, "elapsed": 1.18816260388121, "loss": 0.8627310116858459, }
json_stats: {"epoch": 737, "elapsed": 1.1889066509902477, "loss": 0.8680369366738789, }
json_stats: {"epoch": 738, "elapsed": 1.19746249797754, "loss": 0.8666069871547131, }
json_stats: {"epoch": 739, "elapsed": 1.1888945698738098, "loss": 0.8680821166947895, }
json_stats: {"epoch": 740, "elapsed": 1.1993004530668259, "loss": 0.8636401202490576, }
json_stats: {"epoch": 741, "elapsed": 1.21023132186383, "loss": 0.868582184442341, }
json_stats: {"epoch": 742, "elapsed": 1.1913550598546863, "loss": 0.8627854452893053, }
json_stats: {"epoch": 743, "elapsed": 1.1848743779119104, "loss": 0.862372655852556, }
json_stats: {"epoch": 744, "elapsed": 1.197585181100294, "loss": 0.8713661562908057, }
json_stats: {"epoch": 745, "elapsed": 1.1764825021382421, "loss": 0.8629212100684552, }
json_stats: {"epoch": 746, "elapsed": 1.1992185949347913, "loss": 0.8649718275393246, }
json_stats: {"epoch": 747, "elapsed": 1.186077969847247, "loss": 0.8661451446148049, }
json_stats: {"epoch": 748, "elapsed": 1.1995297849643975, "loss": 0.8679025643565615, }
json_stats: {"epoch": 749, "elapsed": 1.1880353020969778, "loss": 0.8630257548770085, }
json_stats: {"epoch": 750, "elapsed": 1.2075600461103022, "loss": 0.8634381626547804, }
json_stats: {"epoch": 751, "elapsed": 1.2007529160473496, "loss": 0.8656517305627915, }
json_stats: {"epoch": 752, "elapsed": 1.1994923879392445, "loss": 0.8670125397715782, }
json_stats: {"epoch": 753, "elapsed": 1.1877825311385095, "loss": 0.8663147688477568, }
json_stats: {"epoch": 754, "elapsed": 1.1967572511639446, "loss": 0.8647824633187966, }
json_stats: {"epoch": 755, "elapsed": 1.2021684229839593, "loss": 0.8628454722895469, }
json_stats: {"epoch": 756, "elapsed": 1.1986800211016089, "loss": 0.8661722428452076, }
json_stats: {"epoch": 757, "elapsed": 1.1785185518674552, "loss": 0.8633002454480124, }
json_stats: {"epoch": 758, "elapsed": 1.1942309131845832, "loss": 0.8635233069426642, }
json_stats: {"epoch": 759, "elapsed": 1.1936563169583678, "loss": 0.8630270370351832, }
json_stats: {"epoch": 760, "elapsed": 1.1803216149564832, "loss": 0.8674081807880413, }
json_stats: {"epoch": 761, "elapsed": 1.165399168152362, "loss": 0.8658160571766828, }
json_stats: {"epoch": 762, "elapsed": 1.1868151109665632, "loss": 0.864478798247865, }
json_stats: {"epoch": 763, "elapsed": 1.2061596170533448, "loss": 0.8624393384590722, }
json_stats: {"epoch": 764, "elapsed": 1.1985437639523298, "loss": 0.8629086289488402, }
json_stats: {"epoch": 765, "elapsed": 1.1954909120686352, "loss": 0.8687531574601519, }
json_stats: {"epoch": 766, "elapsed": 1.183090402977541, "loss": 0.8666013265635165, }
json_stats: {"epoch": 767, "elapsed": 1.1940513830631971, "loss": 0.8626796230276057, }
json_stats: {"epoch": 768, "elapsed": 1.2090503280051053, "loss": 0.865969969231451, }
json_stats: {"epoch": 769, "elapsed": 1.1865421191323549, "loss": 0.8641502990018904, }
json_stats: {"epoch": 770, "elapsed": 1.1822844580747187, "loss": 0.8621511411099183, }
json_stats: {"epoch": 771, "elapsed": 1.1978896867949516, "loss": 0.8661478416721444, }
json_stats: {"epoch": 772, "elapsed": 1.183220881037414, "loss": 0.8637122339963004, }
json_stats: {"epoch": 773, "elapsed": 1.1890442059375346, "loss": 0.865189180608853, }
json_stats: {"epoch": 774, "elapsed": 1.1876281530130655, "loss": 0.863644782669388, }
json_stats: {"epoch": 775, "elapsed": 1.197466891957447, "loss": 0.8661157042074467, }
json_stats: {"epoch": 776, "elapsed": 1.221965849865228, "loss": 0.8618844805562755, }
json_stats: {"epoch": 777, "elapsed": 1.189458220032975, "loss": 0.8617768833176481, }
json_stats: {"epoch": 778, "elapsed": 1.1848882839549333, "loss": 0.8639239449181065, }
json_stats: {"epoch": 779, "elapsed": 1.1974026809912175, "loss": 0.8671424318581522, }
json_stats: {"epoch": 780, "elapsed": 1.1984992329962552, "loss": 0.8639392767051494, }
json_stats: {"epoch": 781, "elapsed": 1.189962468110025, "loss": 0.8666003373034855, }
json_stats: {"epoch": 782, "elapsed": 1.1851467988453805, "loss": 0.8634052916574501, }
json_stats: {"epoch": 783, "elapsed": 1.1883779598865658, "loss": 0.8667863461743747, }
json_stats: {"epoch": 784, "elapsed": 1.2015067420434207, "loss": 0.8644415158126437, }
json_stats: {"epoch": 785, "elapsed": 1.1941921589896083, "loss": 0.863814390477924, }
json_stats: {"epoch": 786, "elapsed": 1.1823027560021728, "loss": 0.8632065799066334, }
json_stats: {"epoch": 787, "elapsed": 1.1962841749191284, "loss": 0.8637270645230936, }
json_stats: {"epoch": 788, "elapsed": 1.196398955071345, "loss": 0.8626654825929201, }
json_stats: {"epoch": 789, "elapsed": 1.1817762090358883, "loss": 0.8641964726895724, }
json_stats: {"epoch": 790, "elapsed": 1.1991020070854574, "loss": 0.8641805928691187, }
json_stats: {"epoch": 791, "elapsed": 1.1888061128556728, "loss": 0.8656787767968509, }
json_stats: {"epoch": 792, "elapsed": 1.1924953828565776, "loss": 0.8653582824915497, }
json_stats: {"epoch": 793, "elapsed": 1.1892502689734101, "loss": 0.8649233863916188, }
json_stats: {"epoch": 794, "elapsed": 1.1833106849808246, "loss": 0.8646601375478494, }
json_stats: {"epoch": 795, "elapsed": 1.173905516974628, "loss": 0.86190023347767, }
json_stats: {"epoch": 796, "elapsed": 1.1989756990224123, "loss": 0.865174463002994, }
json_stats: {"epoch": 797, "elapsed": 1.209433790994808, "loss": 0.8668097243990976, }
json_stats: {"epoch": 798, "elapsed": 1.186601567082107, "loss": 0.8657022355905694, }
json_stats: {"epoch": 699, "elapsed": 1.1945835819933563, "loss": 0.8660045561368335, "sqnorm_min": 0.7645366233454214, "sqnorm_avg": 0.9809530962764235, "sqnorm_max": 0.9999990000005, "mean_rank": 8.503021671349936, "map_rank": 0.8600991678360672, "best": false}
json_stats: {"epoch": 800, "elapsed": 1.221877803094685, "loss": 0.8641819820245211, }
json_stats: {"epoch": 801, "elapsed": 1.2012217121664435, "loss": 0.8635001995021852, }
json_stats: {"epoch": 802, "elapsed": 1.2006780179217458, "loss": 0.8686890569570076, }
json_stats: {"epoch": 803, "elapsed": 1.1832705871202052, "loss": 0.8657487556050294, }
json_stats: {"epoch": 804, "elapsed": 1.1950614110101014, "loss": 0.864624352887548, }
json_stats: {"epoch": 805, "elapsed": 1.1950903590768576, "loss": 0.8636097331895674, }
json_stats: {"epoch": 806, "elapsed": 1.189416480017826, "loss": 0.8645537975584439, }
json_stats: {"epoch": 807, "elapsed": 1.1835313199553639, "loss": 0.8651298111325315, }
json_stats: {"epoch": 808, "elapsed": 1.1946350389625877, "loss": 0.8654148551331317, }
json_stats: {"epoch": 809, "elapsed": 1.193137465044856, "loss": 0.8638228107112484, }
json_stats: {"epoch": 810, "elapsed": 1.2051000550854951, "loss": 0.865580017102171, }
json_stats: {"epoch": 811, "elapsed": 1.183801962994039, "loss": 0.8662004537487735, }
json_stats: {"epoch": 812, "elapsed": 1.191473794868216, "loss": 0.8648913333977335, }
json_stats: {"epoch": 813, "elapsed": 1.1991415577940643, "loss": 0.8627450213938931, }
json_stats: {"epoch": 814, "elapsed": 1.190588594879955, "loss": 0.8642086211794792, }
json_stats: {"epoch": 815, "elapsed": 1.1957513079978526, "loss": 0.8648845974651352, }
json_stats: {"epoch": 816, "elapsed": 1.2008467318955809, "loss": 0.8607107062766606, }
json_stats: {"epoch": 817, "elapsed": 1.196665485855192, "loss": 0.8650137774214797, }
json_stats: {"epoch": 818, "elapsed": 1.2028273059986532, "loss": 0.8670115028043703, }
json_stats: {"epoch": 819, "elapsed": 1.1807389550376683, "loss": 0.864733617181783, }
json_stats: {"epoch": 820, "elapsed": 1.1988633160945028, "loss": 0.8640038335243903, }
json_stats: {"epoch": 821, "elapsed": 1.1842425540089607, "loss": 0.8662757806468088, }
json_stats: {"epoch": 822, "elapsed": 1.197639460908249, "loss": 0.8650766131513763, }
json_stats: {"epoch": 823, "elapsed": 1.180055365897715, "loss": 0.8617951085155116, }
json_stats: {"epoch": 824, "elapsed": 1.202864713035524, "loss": 0.8660210960601135, }
json_stats: {"epoch": 825, "elapsed": 1.197612427175045, "loss": 0.8657138388748784, }
json_stats: {"epoch": 826, "elapsed": 1.2015796471387148, "loss": 0.8647087969271352, }
json_stats: {"epoch": 827, "elapsed": 1.1927549932152033, "loss": 0.8676028896500387, }
json_stats: {"epoch": 828, "elapsed": 1.196693868841976, "loss": 0.8644669644152362, }
json_stats: {"epoch": 829, "elapsed": 1.1808373988606036, "loss": 0.8657054838595107, }
json_stats: {"epoch": 830, "elapsed": 1.2009317770134658, "loss": 0.8621458126949147, }
json_stats: {"epoch": 831, "elapsed": 1.183878546115011, "loss": 0.8624004778426013, }
json_stats: {"epoch": 832, "elapsed": 1.1849544409196824, "loss": 0.8657919279151014, }
json_stats: {"epoch": 833, "elapsed": 1.202069727005437, "loss": 0.8670530050252704, }
json_stats: {"epoch": 834, "elapsed": 1.1959521200042218, "loss": 0.8612269415230405, }
json_stats: {"epoch": 835, "elapsed": 1.1890319460071623, "loss": 0.8644838749581502, }
json_stats: {"epoch": 836, "elapsed": 1.181146735092625, "loss": 0.8697890839861244, }
json_stats: {"epoch": 837, "elapsed": 1.1900949750561267, "loss": 0.865069960469305, }
json_stats: {"epoch": 838, "elapsed": 1.19922164385207, "loss": 0.8655863931620094, }
json_stats: {"epoch": 839, "elapsed": 1.1936415149830282, "loss": 0.866434527801129, }
json_stats: {"epoch": 840, "elapsed": 1.1802275190129876, "loss": 0.8658877718792095, }
json_stats: {"epoch": 841, "elapsed": 1.20454296679236, "loss": 0.8644887046544327, }
json_stats: {"epoch": 842, "elapsed": 1.1991658490151167, "loss": 0.864333506227169, }
json_stats: {"epoch": 843, "elapsed": 1.1952076100278646, "loss": 0.8639005171695594, }
json_stats: {"epoch": 844, "elapsed": 1.1746118259616196, "loss": 0.8642637489019307, }
json_stats: {"epoch": 845, "elapsed": 1.2070567719638348, "loss": 0.86688911640128, }
json_stats: {"epoch": 846, "elapsed": 1.2016672149766237, "loss": 0.8663799568447651, }
json_stats: {"epoch": 847, "elapsed": 1.1972974811214954, "loss": 0.8644400257448354, }
json_stats: {"epoch": 848, "elapsed": 1.1735053278971463, "loss": 0.8653286215978181, }
json_stats: {"epoch": 849, "elapsed": 1.1967298439703882, "loss": 0.8593746897187511, }
json_stats: {"epoch": 850, "elapsed": 1.1959991070907563, "loss": 0.8637180266591866, }
json_stats: {"epoch": 851, "elapsed": 1.1940645929425955, "loss": 0.8663881014807207, }
json_stats: {"epoch": 852, "elapsed": 1.1886569431517273, "loss": 0.8619668288447123, }
json_stats: {"epoch": 853, "elapsed": 1.183649639133364, "loss": 0.8636363455827937, }
json_stats: {"epoch": 854, "elapsed": 1.1866727999877185, "loss": 0.8650272662709494, }
json_stats: {"epoch": 855, "elapsed": 1.2088449350558221, "loss": 0.8645588918909201, }
json_stats: {"epoch": 856, "elapsed": 1.2256973120383918, "loss": 0.8660155759427366, }
json_stats: {"epoch": 857, "elapsed": 1.17739512398839, "loss": 0.8631587506530689, }
json_stats: {"epoch": 858, "elapsed": 1.203490724787116, "loss": 0.8653422322152127, }
json_stats: {"epoch": 859, "elapsed": 1.2093655238859355, "loss": 0.8645879083621631, }
json_stats: {"epoch": 860, "elapsed": 1.2018955599050969, "loss": 0.8623579924269373, }
json_stats: {"epoch": 861, "elapsed": 1.1781486810650676, "loss": 0.86043786783579, }
json_stats: {"epoch": 862, "elapsed": 1.1907850629650056, "loss": 0.8639250139111074, }
json_stats: {"epoch": 863, "elapsed": 1.1898833848536015, "loss": 0.8661892936324683, }
json_stats: {"epoch": 864, "elapsed": 1.1990640799049288, "loss": 0.8675627171666467, }
json_stats: {"epoch": 865, "elapsed": 1.1664349890779704, "loss": 0.8653019388149255, }
json_stats: {"epoch": 866, "elapsed": 1.1900417301803827, "loss": 0.8630956144188671, }
json_stats: {"epoch": 867, "elapsed": 1.1961802099831402, "loss": 0.8674190100820088, }
json_stats: {"epoch": 868, "elapsed": 1.1995524808298796, "loss": 0.8642020474972582, }
json_stats: {"epoch": 869, "elapsed": 1.1980999049264938, "loss": 0.8648787608873847, }
json_stats: {"epoch": 870, "elapsed": 1.1905889760237187, "loss": 0.8670812872350935, }
json_stats: {"epoch": 871, "elapsed": 1.1961236959323287, "loss": 0.8632684229507361, }
json_stats: {"epoch": 872, "elapsed": 1.20322977588512, "loss": 0.865634552767041, }
json_stats: {"epoch": 873, "elapsed": 1.1832658629864454, "loss": 0.8649180245663615, }
json_stats: {"epoch": 874, "elapsed": 1.1914162449538708, "loss": 0.8659205501176109, }
json_stats: {"epoch": 875, "elapsed": 1.2019654049072415, "loss": 0.8673163662106824, }
json_stats: {"epoch": 876, "elapsed": 1.1726846259552985, "loss": 0.8660896020672484, }
json_stats: {"epoch": 877, "elapsed": 1.1963704349473119, "loss": 0.8664944996751324, }
json_stats: {"epoch": 878, "elapsed": 1.1971450641285628, "loss": 0.8628428007226564, }
json_stats: {"epoch": 879, "elapsed": 1.1914483988657594, "loss": 0.8691542250452178, }
json_stats: {"epoch": 880, "elapsed": 1.1952544681262225, "loss": 0.8630313040582942, }
json_stats: {"epoch": 881, "elapsed": 1.1814504840876907, "loss": 0.8664294765078877, }
json_stats: {"epoch": 882, "elapsed": 1.1728959798347205, "loss": 0.8629074612492325, }
json_stats: {"epoch": 883, "elapsed": 1.2061984699685127, "loss": 0.8678682314194016, }
json_stats: {"epoch": 884, "elapsed": 1.1876031451392919, "loss": 0.8652181519336859, }
json_stats: {"epoch": 885, "elapsed": 1.1929684421047568, "loss": 0.8650247538273236, }
json_stats: {"epoch": 886, "elapsed": 1.1834696719888598, "loss": 0.8622583657741637, }
json_stats: {"epoch": 887, "elapsed": 1.1908546451013535, "loss": 0.8642343537994717, }
json_stats: {"epoch": 888, "elapsed": 1.1914405128918588, "loss": 0.8672398596780566, }
json_stats: {"epoch": 889, "elapsed": 1.202027688967064, "loss": 0.8653171511372919, }
json_stats: {"epoch": 890, "elapsed": 1.1898670331574976, "loss": 0.8642174044010631, }
json_stats: {"epoch": 891, "elapsed": 1.1868393570184708, "loss": 0.8628347622386013, }
json_stats: {"epoch": 892, "elapsed": 1.1894234281498939, "loss": 0.8670913804980037, }
json_stats: {"epoch": 893, "elapsed": 1.1785934928338975, "loss": 0.8657980277079861, }
json_stats: {"epoch": 894, "elapsed": 1.1833576608914882, "loss": 0.8697754176747059, }
json_stats: {"epoch": 895, "elapsed": 1.2132664150558412, "loss": 0.8645212226651734, }
json_stats: {"epoch": 896, "elapsed": 1.1894889590330422, "loss": 0.8613194527054809, }
json_stats: {"epoch": 897, "elapsed": 1.1997665809467435, "loss": 0.8666092465378331, }
json_stats: {"epoch": 898, "elapsed": 1.1899831539485604, "loss": 0.8638790033150118, }
json_stats: {"epoch": 799, "elapsed": 1.1724378680810332, "loss": 0.8658302292579498, "sqnorm_min": 0.7664270453830876, "sqnorm_avg": 0.9810589414693803, "sqnorm_max": 0.9999990000005, "mean_rank": 8.508218176219254, "map_rank": 0.8595356716564244, "best": false}
json_stats: {"epoch": 900, "elapsed": 1.2149955150671303, "loss": 0.8676795199439936, }
json_stats: {"epoch": 901, "elapsed": 1.1904228059574962, "loss": 0.8636016371719868, }
json_stats: {"epoch": 902, "elapsed": 1.1839621451217681, "loss": 0.8632484857371366, }
json_stats: {"epoch": 903, "elapsed": 1.1818804978393018, "loss": 0.8676184401567418, }
json_stats: {"epoch": 904, "elapsed": 1.1917826780118048, "loss": 0.862616589803704, }
json_stats: {"epoch": 905, "elapsed": 1.195451483828947, "loss": 0.8610612373581056, }
json_stats: {"epoch": 906, "elapsed": 1.1836615519132465, "loss": 0.8660131136373591, }
json_stats: {"epoch": 907, "elapsed": 1.188790783053264, "loss": 0.8596041932960781, }
json_stats: {"epoch": 908, "elapsed": 1.2028593649156392, "loss": 0.8662833380637868, }
json_stats: {"epoch": 909, "elapsed": 1.1909469899255782, "loss": 0.8660276982490731, }
json_stats: {"epoch": 910, "elapsed": 1.192539595067501, "loss": 0.8651791911533848, }
json_stats: {"epoch": 911, "elapsed": 1.1887774700298905, "loss": 0.8664727467843171, }
json_stats: {"epoch": 912, "elapsed": 1.1851071841083467, "loss": 0.8656775567320286, }
json_stats: {"epoch": 913, "elapsed": 1.1916080799419433, "loss": 0.8664208797435337, }
json_stats: {"epoch": 914, "elapsed": 1.1881009058561176, "loss": 0.8641888443032739, }
json_stats: {"epoch": 915, "elapsed": 1.1940183020196855, "loss": 0.8634424647102609, }
json_stats: {"epoch": 916, "elapsed": 1.2010736861266196, "loss": 0.8664146334313146, }
json_stats: {"epoch": 917, "elapsed": 1.1963457979727536, "loss": 0.8606954583211772, }
json_stats: {"epoch": 918, "elapsed": 1.201233986997977, "loss": 0.8637335854477162, }
json_stats: {"epoch": 919, "elapsed": 1.1829014678951353, "loss": 0.8662909022477606, }
json_stats: {"epoch": 920, "elapsed": 1.1865765890106559, "loss": 0.8607606226735366, }
json_stats: {"epoch": 921, "elapsed": 1.1991870580241084, "loss": 0.8661687839124412, }
json_stats: {"epoch": 922, "elapsed": 1.194882744923234, "loss": 0.8644724789052618, }
json_stats: {"epoch": 923, "elapsed": 1.1866663340479136, "loss": 0.8638602850115209, }
json_stats: {"epoch": 924, "elapsed": 1.202961633913219, "loss": 0.8642924979658978, }
json_stats: {"epoch": 925, "elapsed": 1.2099812529049814, "loss": 0.864691395161933, }
json_stats: {"epoch": 926, "elapsed": 1.1849568269681185, "loss": 0.8665074796380655, }
json_stats: {"epoch": 927, "elapsed": 1.1652320460416377, "loss": 0.863970089899236, }
json_stats: {"epoch": 928, "elapsed": 1.202097225934267, "loss": 0.8663978566612921, }
json_stats: {"epoch": 929, "elapsed": 1.1915726300794631, "loss": 0.8653230579263569, }
json_stats: {"epoch": 930, "elapsed": 1.1889474149793386, "loss": 0.8652495431826859, }
json_stats: {"epoch": 931, "elapsed": 1.2048217470292002, "loss": 0.862657596175618, }
json_stats: {"epoch": 932, "elapsed": 1.1826594800222665, "loss": 0.8634921700466086, }
json_stats: {"epoch": 933, "elapsed": 1.1934361790772527, "loss": 0.8631695752776218, }
json_stats: {"epoch": 934, "elapsed": 1.1966107899788767, "loss": 0.8650811563783604, }
json_stats: {"epoch": 935, "elapsed": 1.1851575199980289, "loss": 0.8639232853689005, }
json_stats: {"epoch": 936, "elapsed": 1.2047990979626775, "loss": 0.8670702184667046, }
json_stats: {"epoch": 937, "elapsed": 1.2002872799057513, "loss": 0.8617863861945022, }
json_stats: {"epoch": 938, "elapsed": 1.2013911427929997, "loss": 0.8678260791195337, }
json_stats: {"epoch": 939, "elapsed": 1.1905920209828764, "loss": 0.8641106423098526, }
json_stats: {"epoch": 940, "elapsed": 1.1806355740409344, "loss": 0.8657555522991509, }
json_stats: {"epoch": 941, "elapsed": 1.203307521995157, "loss": 0.8625023148812396, }
json_stats: {"epoch": 942, "elapsed": 1.1976059500593692, "loss": 0.8661152008246642, }
json_stats: {"epoch": 943, "elapsed": 1.2165138788986951, "loss": 0.8674476029500285, }
json_stats: {"epoch": 944, "elapsed": 1.1899014730006456, "loss": 0.86181774790485, }
json_stats: {"epoch": 945, "elapsed": 1.192583561874926, "loss": 0.8640171569054483, }
json_stats: {"epoch": 946, "elapsed": 1.20081338705495, "loss": 0.8685608721745994, }
json_stats: {"epoch": 947, "elapsed": 1.1927574379369617, "loss": 0.8681175858861886, }
json_stats: {"epoch": 948, "elapsed": 1.1777359759435058, "loss": 0.8649481821588376, }
json_stats: {"epoch": 949, "elapsed": 1.1965462069492787, "loss": 0.8642290662551974, }
json_stats: {"epoch": 950, "elapsed": 1.1835336729418486, "loss": 0.8630011717025621, }
json_stats: {"epoch": 951, "elapsed": 1.2099184039980173, "loss": 0.862067178855905, }
json_stats: {"epoch": 952, "elapsed": 1.1846898631192744, "loss": 0.8611241757158511, }
json_stats: {"epoch": 953, "elapsed": 1.1847784409765154, "loss": 0.8614955410498529, }
json_stats: {"epoch": 954, "elapsed": 1.1933223521336913, "loss": 0.8667273705365033, }
json_stats: {"epoch": 955, "elapsed": 1.2016866018529981, "loss": 0.8610423551016876, }
json_stats: {"epoch": 956, "elapsed": 1.1718746579717845, "loss": 0.8642147133801684, }
json_stats: {"epoch": 957, "elapsed": 1.1953423819504678, "loss": 0.8624970762851033, }
json_stats: {"epoch": 958, "elapsed": 1.203547267941758, "loss": 0.8631410153440857, }
json_stats: {"epoch": 959, "elapsed": 1.1837203609757125, "loss": 0.8611444179024259, }
json_stats: {"epoch": 960, "elapsed": 1.2107745159883052, "loss": 0.8655530451752578, }
json_stats: {"epoch": 961, "elapsed": 1.177801112877205, "loss": 0.8652726674927563, }
json_stats: {"epoch": 962, "elapsed": 1.208558906102553, "loss": 0.864881693724406, }
json_stats: {"epoch": 963, "elapsed": 1.1941054968629032, "loss": 0.8639879762569371, }
json_stats: {"epoch": 964, "elapsed": 1.1966897931415588, "loss": 0.863109160930909, }
json_stats: {"epoch": 965, "elapsed": 1.183481811080128, "loss": 0.8644208759881711, }
json_stats: {"epoch": 966, "elapsed": 1.1964470129460096, "loss": 0.8648913295200598, }
json_stats: {"epoch": 967, "elapsed": 1.1915670798625797, "loss": 0.863959885032697, }
json_stats: {"epoch": 968, "elapsed": 1.1970376900862902, "loss": 0.8647663558070888, }
json_stats: {"epoch": 969, "elapsed": 1.1721244498621672, "loss": 0.8625784760767915, }
json_stats: {"epoch": 970, "elapsed": 1.1973023149184883, "loss": 0.8639157298241118, }
json_stats: {"epoch": 971, "elapsed": 1.1851631039753556, "loss": 0.8661629060349405, }
json_stats: {"epoch": 972, "elapsed": 1.1929234880954027, "loss": 0.8606801847813224, }
json_stats: {"epoch": 973, "elapsed": 1.1928648659959435, "loss": 0.8634492340447965, }
json_stats: {"epoch": 974, "elapsed": 1.2050070080440491, "loss": 0.8671246144261727, }
json_stats: {"epoch": 975, "elapsed": 1.1916244130115956, "loss": 0.8689124844872179, }
json_stats: {"epoch": 976, "elapsed": 1.2006960329599679, "loss": 0.8649723717921024, }
json_stats: {"epoch": 977, "elapsed": 1.1774646621197462, "loss": 0.8714473102295401, }
json_stats: {"epoch": 978, "elapsed": 1.1974408861715347, "loss": 0.8679157836130311, }
json_stats: {"epoch": 979, "elapsed": 1.1870087161660194, "loss": 0.8654078765479472, }
json_stats: {"epoch": 980, "elapsed": 1.2093559140339494, "loss": 0.8619405714718286, }
json_stats: {"epoch": 981, "elapsed": 1.2003269218839705, "loss": 0.8669754330997829, }
json_stats: {"epoch": 982, "elapsed": 1.1980081570800394, "loss": 0.8612371009057751, }
json_stats: {"epoch": 983, "elapsed": 1.1946244870778173, "loss": 0.8637624080333312, }
json_stats: {"epoch": 984, "elapsed": 1.1941572779323906, "loss": 0.8655857954210336, }
json_stats: {"epoch": 985, "elapsed": 1.1908723569940776, "loss": 0.8628480206495596, }
json_stats: {"epoch": 986, "elapsed": 1.1940060150809586, "loss": 0.864562148796316, }
json_stats: {"epoch": 987, "elapsed": 1.1967636840417981, "loss": 0.8668401499542795, }
json_stats: {"epoch": 988, "elapsed": 1.1963146841153502, "loss": 0.8656931701246352, }
json_stats: {"epoch": 989, "elapsed": 1.1927251250017434, "loss": 0.8631771991615295, }
json_stats: {"epoch": 990, "elapsed": 1.1919036391191185, "loss": 0.8647554070366824, }
json_stats: {"epoch": 991, "elapsed": 1.19525865605101, "loss": 0.8643889843059799, }
json_stats: {"epoch": 992, "elapsed": 1.1935039081145078, "loss": 0.8655985469000992, }
json_stats: {"epoch": 993, "elapsed": 1.1895565658342093, "loss": 0.8686372297871647, }
json_stats: {"epoch": 994, "elapsed": 1.1887095770798624, "loss": 0.8664040597513788, }
json_stats: {"epoch": 995, "elapsed": 1.1955298660323024, "loss": 0.861660902805907, }
json_stats: {"epoch": 996, "elapsed": 1.1975629881490022, "loss": 0.8637387562933628, }
json_stats: {"epoch": 997, "elapsed": 1.19326884415932, "loss": 0.8634870681233164, }
json_stats: {"epoch": 998, "elapsed": 1.1708626369945705, "loss": 0.8657393967720334, }
json_stats: {"epoch": 899, "elapsed": 1.21787797100842, "loss": 0.8634205238006729, "sqnorm_min": 0.7672573980093966, "sqnorm_avg": 0.9809660912117046, "sqnorm_max": 0.9999990000005, "mean_rank": 8.522191000423419, "map_rank": 0.8597707883773453, "best": true}
json_stats: {"epoch": 1000, "elapsed": 1.21249745413661, "loss": 0.86661511641394, }
json_stats: {"epoch": 1001, "elapsed": 1.1877412148751318, "loss": 0.8687377188898234, }
json_stats: {"epoch": 1002, "elapsed": 1.1880779908969998, "loss": 0.8618046069872188, }
json_stats: {"epoch": 1003, "elapsed": 1.1934170408640057, "loss": 0.8671583159173075, }
json_stats: {"epoch": 1004, "elapsed": 1.2050212228205055, "loss": 0.8621016221207632, }
json_stats: {"epoch": 1005, "elapsed": 1.1915067660156637, "loss": 0.864593917935125, }
json_stats: {"epoch": 1006, "elapsed": 1.1973758460953832, "loss": 0.860770420506375, }
json_stats: {"epoch": 1007, "elapsed": 1.1860191500745714, "loss": 0.8659596970236604, }
json_stats: {"epoch": 1008, "elapsed": 1.1886839680373669, "loss": 0.8648120316752254, }
json_stats: {"epoch": 1009, "elapsed": 1.1971934321336448, "loss": 0.8658365541189976, }
json_stats: {"epoch": 1010, "elapsed": 1.187311849091202, "loss": 0.8645024007502772, }
json_stats: {"epoch": 1011, "elapsed": 1.195923238992691, "loss": 0.8631678591119314, }
json_stats: {"epoch": 1012, "elapsed": 1.1935788691043854, "loss": 0.8637438745816893, }
json_stats: {"epoch": 1013, "elapsed": 1.201617751037702, "loss": 0.8643930569516919, }
json_stats: {"epoch": 1014, "elapsed": 1.1937476228922606, "loss": 0.86539211110071, }
json_stats: {"epoch": 1015, "elapsed": 1.1866397720295936, "loss": 0.8636781778043688, }
json_stats: {"epoch": 1016, "elapsed": 1.1880472600460052, "loss": 0.8651993629224561, }
json_stats: {"epoch": 1017, "elapsed": 1.1840603579767048, "loss": 0.8621079786078122, }
json_stats: {"epoch": 1018, "elapsed": 1.182413110975176, "loss": 0.8636064432573195, }
json_stats: {"epoch": 1019, "elapsed": 1.1833482070360333, "loss": 0.8639449596633677, }
json_stats: {"epoch": 1020, "elapsed": 1.2153392469044775, "loss": 0.865796666695269, }
json_stats: {"epoch": 1021, "elapsed": 1.2094023120589554, "loss": 0.8676290704284688, }
json_stats: {"epoch": 1022, "elapsed": 1.2007223130203784, "loss": 0.86621963983648, }
json_stats: {"epoch": 1023, "elapsed": 1.1776802658569068, "loss": 0.8637155459735407, }
json_stats: {"epoch": 1024, "elapsed": 1.193443592870608, "loss": 0.8645402909261708, }
json_stats: {"epoch": 1025, "elapsed": 1.2067402710672468, "loss": 0.8636806790874829, }
json_stats: {"epoch": 1026, "elapsed": 1.1879233689978719, "loss": 0.8663945424700109, }
json_stats: {"epoch": 1027, "elapsed": 1.183419869048521, "loss": 0.8669227354122043, }
json_stats: {"epoch": 1028, "elapsed": 1.198809530120343, "loss": 0.8656294421866435, }
json_stats: {"epoch": 1029, "elapsed": 1.2043816321529448, "loss": 0.8636175516238398, }
json_stats: {"epoch": 1030, "elapsed": 1.1935139470733702, "loss": 0.8682035154403154, }
json_stats: {"epoch": 1031, "elapsed": 1.1667328088078648, "loss": 0.8657417765858452, }
json_stats: {"epoch": 1032, "elapsed": 1.2027725430671126, "loss": 0.8614962901251623, }
json_stats: {"epoch": 1033, "elapsed": 1.1922837309539318, "loss": 0.8595022465032339, }
json_stats: {"epoch": 1034, "elapsed": 1.2058463080320507, "loss": 0.8653093188469418, }
json_stats: {"epoch": 1035, "elapsed": 1.1847958890721202, "loss": 0.8622315900868188, }
json_stats: {"epoch": 1036, "elapsed": 1.1994126811623573, "loss": 0.8666427032317325, }
json_stats: {"epoch": 1037, "elapsed": 1.1825169990770519, "loss": 0.8637527941546699, }
json_stats: {"epoch": 1038, "elapsed": 1.1908136690035462, "loss": 0.8611098554940054, }
json_stats: {"epoch": 1039, "elapsed": 1.17666886607185, "loss": 0.8630977532839545, }
json_stats: {"epoch": 1040, "elapsed": 1.1988861130084842, "loss": 0.8675048338220036, }
json_stats: {"epoch": 1041, "elapsed": 1.207891742931679, "loss": 0.861827518412541, }
json_stats: {"epoch": 1042, "elapsed": 1.2083420301787555, "loss": 0.8617939441297224, }
json_stats: {"epoch": 1043, "elapsed": 1.1891961849760264, "loss": 0.8657783266885076, }
json_stats: {"epoch": 1044, "elapsed": 1.183670517988503, "loss": 0.8627301059182252, }
json_stats: {"epoch": 1045, "elapsed": 1.190362204797566, "loss": 0.8626558715470255, }
json_stats: {"epoch": 1046, "elapsed": 1.1981218089349568, "loss": 0.8660519763731055, }
json_stats: {"epoch": 1047, "elapsed": 1.2007338299881667, "loss": 0.8648595390988068, }
json_stats: {"epoch": 1048, "elapsed": 1.1784154931083322, "loss": 0.8653912803146322, }
json_stats: {"epoch": 1049, "elapsed": 1.199776544002816, "loss": 0.865901538521518, }
json_stats: {"epoch": 1050, "elapsed": 1.1815375220030546, "loss": 0.8646307547369518, }
json_stats: {"epoch": 1051, "elapsed": 1.1939568019006401, "loss": 0.8622267559891976, }
json_stats: {"epoch": 1052, "elapsed": 1.1981297240126878, "loss": 0.8666618602501144, }
json_stats: {"epoch": 1053, "elapsed": 1.1941256821155548, "loss": 0.8628676849374319, }
json_stats: {"epoch": 1054, "elapsed": 1.201568764867261, "loss": 0.8658767607518585, }
json_stats: {"epoch": 1055, "elapsed": 1.2020133847836405, "loss": 0.8668542574047144, }
json_stats: {"epoch": 1056, "elapsed": 1.1840342180803418, "loss": 0.8639214102313488, }
json_stats: {"epoch": 1057, "elapsed": 1.1902402120176703, "loss": 0.8660363163007818, }
json_stats: {"epoch": 1058, "elapsed": 1.1967682498507202, "loss": 0.8645328539471051, }
json_stats: {"epoch": 1059, "elapsed": 1.2011035969480872, "loss": 0.861098260473209, }
json_stats: {"epoch": 1060, "elapsed": 1.1876540060620755, "loss": 0.8669751181353961, }
json_stats: {"epoch": 1061, "elapsed": 1.2059567049145699, "loss": 0.861354313798147, }
json_stats: {"epoch": 1062, "elapsed": 1.2034748061560094, "loss": 0.8627230590511356, }
json_stats: {"epoch": 1063, "elapsed": 1.1963036661036313, "loss": 0.8632985024033715, }
json_stats: {"epoch": 1064, "elapsed": 1.1725133010186255, "loss": 0.8637643268094259, }
json_stats: {"epoch": 1065, "elapsed": 1.1984153110533953, "loss": 0.8658533761316065, }
json_stats: {"epoch": 1066, "elapsed": 1.1902533590327948, "loss": 0.861851019383761, }
json_stats: {"epoch": 1067, "elapsed": 1.2016035460401326, "loss": 0.8667660885926064, }
json_stats: {"epoch": 1068, "elapsed": 1.1894068960100412, "loss": 0.8633502006961584, }
json_stats: {"epoch": 1069, "elapsed": 1.207620028872043, "loss": 0.8633491122683824, }
json_stats: {"epoch": 1070, "elapsed": 1.1850970019586384, "loss": 0.865199434215887, }
json_stats: {"epoch": 1071, "elapsed": 1.1959140899125487, "loss": 0.8672779704950098, }
json_stats: {"epoch": 1072, "elapsed": 1.1846347809769213, "loss": 0.8645403746531947, }
json_stats: {"epoch": 1073, "elapsed": 1.18262063479051, "loss": 0.8674090634355894, }
json_stats: {"epoch": 1074, "elapsed": 1.1991174570284784, "loss": 0.8629435801623064, }
json_stats: {"epoch": 1075, "elapsed": 1.2015764769166708, "loss": 0.8680052523809495, }
json_stats: {"epoch": 1076, "elapsed": 1.2052324069663882, "loss": 0.8619860672590833, }
json_stats: {"epoch": 1077, "elapsed": 1.1832379640545696, "loss": 0.8614407407097907, }
json_stats: {"epoch": 1078, "elapsed": 1.1976321111433208, "loss": 0.8646307663919025, }
json_stats: {"epoch": 1079, "elapsed": 1.2010219059884548, "loss": 0.863501832200015, }
json_stats: {"epoch": 1080, "elapsed": 1.2025749569293112, "loss": 0.866631587778957, }
json_stats: {"epoch": 1081, "elapsed": 1.174451497849077, "loss": 0.8650276880062049, }
json_stats: {"epoch": 1082, "elapsed": 1.1947103119455278, "loss": 0.8641684962186048, }
json_stats: {"epoch": 1083, "elapsed": 1.1944826878607273, "loss": 0.8649607509738897, }
json_stats: {"epoch": 1084, "elapsed": 1.1904221561271697, "loss": 0.8616912395307915, }
json_stats: {"epoch": 1085, "elapsed": 1.1822837139479816, "loss": 0.8632272914160095, }
json_stats: {"epoch": 1086, "elapsed": 1.2111666600685567, "loss": 0.8622593099874054, }
json_stats: {"epoch": 1087, "elapsed": 1.2074330910108984, "loss": 0.8652068354957219, }
json_stats: {"epoch": 1088, "elapsed": 1.2095136169809848, "loss": 0.8633274141718492, }
json_stats: {"epoch": 1089, "elapsed": 1.1941283280029893, "loss": 0.864747112523826, }
json_stats: {"epoch": 1090, "elapsed": 1.2041446529328823, "loss": 0.8633797605618125, }
json_stats: {"epoch": 1091, "elapsed": 1.2030484308488667, "loss": 0.8625335850009942, }
json_stats: {"epoch": 1092, "elapsed": 1.1948972770478576, "loss": 0.8624729490982614, }
json_stats: {"epoch": 1093, "elapsed": 1.189596323063597, "loss": 0.8665986212598202, }
json_stats: {"epoch": 1094, "elapsed": 1.206899801036343, "loss": 0.8639792767369718, }
json_stats: {"epoch": 1095, "elapsed": 1.2174779758788645, "loss": 0.8636400521215803, }
json_stats: {"epoch": 1096, "elapsed": 1.1996940181124955, "loss": 0.8641283034082491, }
json_stats: {"epoch": 1097, "elapsed": 1.2003533279057592, "loss": 0.8658934558764342, }
json_stats: {"epoch": 1098, "elapsed": 1.1899544631596655, "loss": 0.8635221480671907, }
json_stats: {"epoch": 999, "elapsed": 1.2069307861384004, "loss": 0.8659149376192427, "sqnorm_min": 0.765418186812726, "sqnorm_avg": 0.9810163594594242, "sqnorm_max": 0.9999990000005, "mean_rank": 8.507082643673737, "map_rank": 0.8598533375724293, "best": false}
json_stats: {"epoch": 1100, "elapsed": 1.2125257330480963, "loss": 0.8616234180560592, }
json_stats: {"epoch": 1101, "elapsed": 1.1966617971193045, "loss": 0.8628103292844659, }
json_stats: {"epoch": 1102, "elapsed": 1.1772745391353965, "loss": 0.8661170918580392, }
json_stats: {"epoch": 1103, "elapsed": 1.186914439080283, "loss": 0.8663597663527636, }
json_stats: {"epoch": 1104, "elapsed": 1.1997082571033388, "loss": 0.8590415141167053, }
json_stats: {"epoch": 1105, "elapsed": 1.2099105811212212, "loss": 0.8634450826642897, }
json_stats: {"epoch": 1106, "elapsed": 1.1650598337873816, "loss": 0.862932718090223, }
json_stats: {"epoch": 1107, "elapsed": 1.1949552670121193, "loss": 0.8634313844852495, }
json_stats: {"epoch": 1108, "elapsed": 1.2027600491419435, "loss": 0.864449296581521, }
json_stats: {"epoch": 1109, "elapsed": 1.1827434059232473, "loss": 0.8648402473924293, }
json_stats: {"epoch": 1110, "elapsed": 1.1757376920431852, "loss": 0.8638587732381572, }
json_stats: {"epoch": 1111, "elapsed": 1.205689996946603, "loss": 0.8664041334656264, }
json_stats: {"epoch": 1112, "elapsed": 1.188651042059064, "loss": 0.8667824111526448, }
json_stats: {"epoch": 1113, "elapsed": 1.2028813539072871, "loss": 0.863457264755732, }
json_stats: {"epoch": 1114, "elapsed": 1.1758640711195767, "loss": 0.8661737809347433, }
json_stats: {"epoch": 1115, "elapsed": 1.1952513421420008, "loss": 0.8668403358251503, }
json_stats: {"epoch": 1116, "elapsed": 1.1979134900029749, "loss": 0.8648466230347166, }
json_stats: {"epoch": 1117, "elapsed": 1.2003945838660002, "loss": 0.8656122709629674, }
json_stats: {"epoch": 1118, "elapsed": 1.189819266088307, "loss": 0.8635689238120653, }
json_stats: {"epoch": 1119, "elapsed": 1.1857505070511252, "loss": 0.8666223458782021, }
json_stats: {"epoch": 1120, "elapsed": 1.2014324138872325, "loss": 0.8654385176535742, }
json_stats: {"epoch": 1121, "elapsed": 1.203993262955919, "loss": 0.8638207344668096, }
json_stats: {"epoch": 1122, "elapsed": 1.170598188182339, "loss": 0.86300322702613, }
json_stats: {"epoch": 1123, "elapsed": 1.1768320240080357, "loss": 0.8670362466743095, }
json_stats: {"epoch": 1124, "elapsed": 1.1909687309525907, "loss": 0.858386253200288, }
json_stats: {"epoch": 1125, "elapsed": 1.2049289210699499, "loss": 0.8669565614312612, }
json_stats: {"epoch": 1126, "elapsed": 1.1968573881313205, "loss": 0.8634296064868089, }
json_stats: {"epoch": 1127, "elapsed": 1.1923760490026325, "loss": 0.8635094428353196, }
json_stats: {"epoch": 1128, "elapsed": 1.1949457239825279, "loss": 0.8635952568026961, }
json_stats: {"epoch": 1129, "elapsed": 1.2011905491817743, "loss": 0.8629060687677843, }
json_stats: {"epoch": 1130, "elapsed": 1.1946949269622564, "loss": 0.8614880063856404, }
json_stats: {"epoch": 1131, "elapsed": 1.1867062270175666, "loss": 0.8663459102290963, }
json_stats: {"epoch": 1132, "elapsed": 1.2102982518263161, "loss": 0.8638467390866114, }
json_stats: {"epoch": 1133, "elapsed": 1.192791974870488, "loss": 0.8643742757433162, }
json_stats: {"epoch": 1134, "elapsed": 1.1993690780363977, "loss": 0.8632264620093629, }
json_stats: {"epoch": 1135, "elapsed": 1.1864379229955375, "loss": 0.8632964485581305, }
json_stats: {"epoch": 1136, "elapsed": 1.2079000698868185, "loss": 0.8664277741610434, }
json_stats: {"epoch": 1137, "elapsed": 1.1999066139105707, "loss": 0.8623629874026572, }
json_stats: {"epoch": 1138, "elapsed": 1.1956386889796704, "loss": 0.8616554573561034, }
json_stats: {"epoch": 1139, "elapsed": 1.1824431149289012, "loss": 0.8629280528576693, }
json_stats: {"epoch": 1140, "elapsed": 1.1944650011137128, "loss": 0.8647982066413952, }
json_stats: {"epoch": 1141, "elapsed": 1.2020989991724491, "loss": 0.8663565564655663, }
json_stats: {"epoch": 1142, "elapsed": 1.19887669198215, "loss": 0.8645297549924279, }
json_stats: {"epoch": 1143, "elapsed": 1.1788168710190803, "loss": 0.8635707869733749, }
json_stats: {"epoch": 1144, "elapsed": 1.194588229060173, "loss": 0.8664562030255019, }
json_stats: {"epoch": 1145, "elapsed": 1.2032956439070404, "loss": 0.864532956310083, }
json_stats: {"epoch": 1146, "elapsed": 1.2087838428560644, "loss": 0.8647390721829317, }
json_stats: {"epoch": 1147, "elapsed": 1.1892895810306072, "loss": 0.8680458664865437, }
json_stats: {"epoch": 1148, "elapsed": 1.1869463508483022, "loss": 0.8647712851556907, }
json_stats: {"epoch": 1149, "elapsed": 1.202623523073271, "loss": 0.862337968866265, }
json_stats: {"epoch": 1150, "elapsed": 1.2017267260234803, "loss": 0.8610016971186507, }
json_stats: {"epoch": 1151, "elapsed": 1.1945197070017457, "loss": 0.8661407109992564, }
json_stats: {"epoch": 1152, "elapsed": 1.1749746871646494, "loss": 0.8670840006105325, }
json_stats: {"epoch": 1153, "elapsed": 1.2015594618860632, "loss": 0.8642167063661276, }
json_stats: {"epoch": 1154, "elapsed": 1.1922259929124266, "loss": 0.8655596920571079, }
json_stats: {"epoch": 1155, "elapsed": 1.2049675309099257, "loss": 0.8611295472362038, }
json_stats: {"epoch": 1156, "elapsed": 1.1866501718759537, "loss": 0.8613404269275851, }
json_stats: {"epoch": 1157, "elapsed": 1.1961318580433726, "loss": 0.8661660579767878, }
json_stats: {"epoch": 1158, "elapsed": 1.2027884360868484, "loss": 0.8607270906352109, }
json_stats: {"epoch": 1159, "elapsed": 1.1908809540327638, "loss": 0.8637354326881892, }
json_stats: {"epoch": 1160, "elapsed": 1.1924695549532771, "loss": 0.8627144355453977, }
json_stats: {"epoch": 1161, "elapsed": 1.2114279670640826, "loss": 0.863751692455292, }
json_stats: {"epoch": 1162, "elapsed": 1.1972952301148325, "loss": 0.8654873704908167, }
json_stats: {"epoch": 1163, "elapsed": 1.1996661990415305, "loss": 0.8657157913471226, }
json_stats: {"epoch": 1164, "elapsed": 1.1715776100754738, "loss": 0.8671156887948929, }
json_stats: {"epoch": 1165, "elapsed": 1.2003336949273944, "loss": 0.8661544147258853, }
json_stats: {"epoch": 1166, "elapsed": 1.210699951974675, "loss": 0.8643907277917465, }
json_stats: {"epoch": 1167, "elapsed": 1.1996579030528665, "loss": 0.8624520113652833, }
json_stats: {"epoch": 1168, "elapsed": 1.195385887986049, "loss": 0.8631016074364999, }
json_stats: {"epoch": 1169, "elapsed": 1.1884831138886511, "loss": 0.8652543039146029, }
json_stats: {"epoch": 1170, "elapsed": 1.2168336200993508, "loss": 0.8629128947498469, }
json_stats: {"epoch": 1171, "elapsed": 1.1997073648963124, "loss": 0.8620488613480047, }
json_stats: {"epoch": 1172, "elapsed": 1.203154314076528, "loss": 0.8625926304626502, }
json_stats: {"epoch": 1173, "elapsed": 1.182369485963136, "loss": 0.8656601158010764, }
json_stats: {"epoch": 1174, "elapsed": 1.1964653118047863, "loss": 0.8651266973196744, }
json_stats: {"epoch": 1175, "elapsed": 1.1948344819247723, "loss": 0.8663143563123477, }
json_stats: {"epoch": 1176, "elapsed": 1.182157913921401, "loss": 0.8651473703565852, }
json_stats: {"epoch": 1177, "elapsed": 1.1812234709504992, "loss": 0.86255693232926, }
json_stats: {"epoch": 1178, "elapsed": 1.1996836678590626, "loss": 0.8641415067392434, }
json_stats: {"epoch": 1179, "elapsed": 1.1886302139610052, "loss": 0.8604229510757652, }
json_stats: {"epoch": 1180, "elapsed": 1.182440395001322, "loss": 0.8651577778467878, }
json_stats: {"epoch": 1181, "elapsed": 1.1811336199752986, "loss": 0.8658283792486546, }
json_stats: {"epoch": 1182, "elapsed": 1.1927732720505446, "loss": 0.8610202012207695, }
json_stats: {"epoch": 1183, "elapsed": 1.2058482868596911, "loss": 0.864121377850597, }
json_stats: {"epoch": 1184, "elapsed": 1.1969359370414168, "loss": 0.86378542932257, }
json_stats: {"epoch": 1185, "elapsed": 1.1880232589319348, "loss": 0.8642945439627664, }
json_stats: {"epoch": 1186, "elapsed": 1.2022441260050982, "loss": 0.8661884099688282, }
json_stats: {"epoch": 1187, "elapsed": 1.2112738259602338, "loss": 0.8660145247118309, }
json_stats: {"epoch": 1188, "elapsed": 1.19804483698681, "loss": 0.864683999186652, }
json_stats: {"epoch": 1189, "elapsed": 1.1800978330429643, "loss": 0.8643432785593919, }
json_stats: {"epoch": 1190, "elapsed": 1.1925988539587706, "loss": 0.8651593398579353, }
json_stats: {"epoch": 1191, "elapsed": 1.196628683945164, "loss": 0.8633970822661332, }
json_stats: {"epoch": 1192, "elapsed": 1.195134294917807, "loss": 0.8648400333503513, }
json_stats: {"epoch": 1193, "elapsed": 1.18356549507007, "loss": 0.866041492785441, }
json_stats: {"epoch": 1194, "elapsed": 1.196778325131163, "loss": 0.8638934024525629, }
json_stats: {"epoch": 1195, "elapsed": 1.2020532849710435, "loss": 0.865473005982425, }
json_stats: {"epoch": 1196, "elapsed": 1.1887825038284063, "loss": 0.8646265761424187, }
json_stats: {"epoch": 1197, "elapsed": 1.1861945199780166, "loss": 0.8632646007892483, }
json_stats: {"epoch": 1198, "elapsed": 1.2063186201266944, "loss": 0.8624048771125272, }
json_stats: {"epoch": 1099, "elapsed": 1.193064808147028, "loss": 0.8615333237544331, "sqnorm_min": 0.7663493764468275, "sqnorm_avg": 0.9810597580438264, "sqnorm_max": 0.9999990000005, "mean_rank": 8.478424881635167, "map_rank": 0.8603755840144921, "best": true}
json_stats: {"epoch": 1200, "elapsed": 1.2183638310525566, "loss": 0.8624190630725925, }
json_stats: {"epoch": 1201, "elapsed": 1.196826972067356, "loss": 0.8609767675120891, }
json_stats: {"epoch": 1202, "elapsed": 1.1715914458036423, "loss": 0.8678885954297937, }
json_stats: {"epoch": 1203, "elapsed": 1.1915365371387452, "loss": 0.8604489422386296, }
json_stats: {"epoch": 1204, "elapsed": 1.1942316880449653, "loss": 0.8628213803464732, }
json_stats: {"epoch": 1205, "elapsed": 1.1974763560574502, "loss": 0.8641543110794304, }
json_stats: {"epoch": 1206, "elapsed": 1.1750049549154937, "loss": 0.864966602210393, }
json_stats: {"epoch": 1207, "elapsed": 1.2102893870323896, "loss": 0.8677938946515109, }
json_stats: {"epoch": 1208, "elapsed": 1.192616255953908, "loss": 0.8644618247519898, }
json_stats: {"epoch": 1209, "elapsed": 1.1943593909963965, "loss": 0.8620416414308264, }
json_stats: {"epoch": 1210, "elapsed": 1.1933823279105127, "loss": 0.8615329773943242, }
json_stats: {"epoch": 1211, "elapsed": 1.2039385631214827, "loss": 0.8647973824930462, }
json_stats: {"epoch": 1212, "elapsed": 1.199628695845604, "loss": 0.8625846632097536, }
json_stats: {"epoch": 1213, "elapsed": 1.1915953690186143, "loss": 0.8649549162171709, }
json_stats: {"epoch": 1214, "elapsed": 1.186394338030368, "loss": 0.8647195182479777, }
json_stats: {"epoch": 1215, "elapsed": 1.1991722991224378, "loss": 0.8622778890202529, }
json_stats: {"epoch": 1216, "elapsed": 1.1963166070636362, "loss": 0.8644317706271242, }
json_stats: {"epoch": 1217, "elapsed": 1.2008686950430274, "loss": 0.8664058583399195, }
json_stats: {"epoch": 1218, "elapsed": 1.2002516989596188, "loss": 0.8632806434996586, }
json_stats: {"epoch": 1219, "elapsed": 1.1882187670562416, "loss": 0.8647203217284894, }
json_stats: {"epoch": 1220, "elapsed": 1.2004457290749997, "loss": 0.862549426800507, }
json_stats: {"epoch": 1221, "elapsed": 1.2071049180813134, "loss": 0.8623868613183914, }
json_stats: {"epoch": 1222, "elapsed": 1.1896895901300013, "loss": 0.8627806792408144, }
json_stats: {"epoch": 1223, "elapsed": 1.192204293096438, "loss": 0.862152721699287, }
json_stats: {"epoch": 1224, "elapsed": 1.2018425581045449, "loss": 0.8663660491372939, }
json_stats: {"epoch": 1225, "elapsed": 1.2005442117806524, "loss": 0.8642301499510878, }
json_stats: {"epoch": 1226, "elapsed": 1.192443294916302, "loss": 0.8661316715322229, }
json_stats: {"epoch": 1227, "elapsed": 1.1898496800567955, "loss": 0.8643316631880374, }
json_stats: {"epoch": 1228, "elapsed": 1.1913434020243585, "loss": 0.8652929754404702, }
json_stats: {"epoch": 1229, "elapsed": 1.1969687130767852, "loss": 0.8665816945835826, }
json_stats: {"epoch": 1230, "elapsed": 1.196179836988449, "loss": 0.865343236056586, }
json_stats: {"epoch": 1231, "elapsed": 1.1702392760198563, "loss": 0.8647539728127752, }
json_stats: {"epoch": 1232, "elapsed": 1.1981776379980147, "loss": 0.8653478904831294, }
json_stats: {"epoch": 1233, "elapsed": 1.1875141891650856, "loss": 0.8675993268021761, }
json_stats: {"epoch": 1234, "elapsed": 1.198504471918568, "loss": 0.8638580337870627, }
json_stats: {"epoch": 1235, "elapsed": 1.1871491440106183, "loss": 0.8665081981320402, }
json_stats: {"epoch": 1236, "elapsed": 1.2147776761557907, "loss": 0.8650538301781422, }
json_stats: {"epoch": 1237, "elapsed": 1.2013793820515275, "loss": 0.8653047095001263, }
json_stats: {"epoch": 1238, "elapsed": 1.1987019469961524, "loss": 0.8661241357132817, }
json_stats: {"epoch": 1239, "elapsed": 1.1705551389604807, "loss": 0.8643440854380727, }
json_stats: {"epoch": 1240, "elapsed": 1.2015254679135978, "loss": 0.8648672827331867, }
json_stats: {"epoch": 1241, "elapsed": 1.1919228970073164, "loss": 0.8606483324499009, }
json_stats: {"epoch": 1242, "elapsed": 1.2046644911170006, "loss": 0.8637167956813168, }
json_stats: {"epoch": 1243, "elapsed": 1.1761310810688883, "loss": 0.8642972329034347, }
json_stats: {"epoch": 1244, "elapsed": 1.1896581079345196, "loss": 0.8652946343448306, }
json_stats: {"epoch": 1245, "elapsed": 1.1917367030400783, "loss": 0.8656517558239493, }
json_stats: {"epoch": 1246, "elapsed": 1.1940348150674254, "loss": 0.8632619782140376, }
json_stats: {"epoch": 1247, "elapsed": 1.1919546250719577, "loss": 0.8634048910853875, }
json_stats: {"epoch": 1248, "elapsed": 1.1830715599935502, "loss": 0.8647025867398218, }
json_stats: {"epoch": 1249, "elapsed": 1.2122092761565, "loss": 0.8654161758466703, }
json_stats: {"epoch": 1250, "elapsed": 1.2046254209708422, "loss": 0.8676300060994483, }
json_stats: {"epoch": 1251, "elapsed": 1.1961079770699143, "loss": 0.8624136844061435, }
json_stats: {"epoch": 1252, "elapsed": 1.1814390539657325, "loss": 0.8636578492282544, }
json_stats: {"epoch": 1253, "elapsed": 1.1934720429126173, "loss": 0.8613037350219854, }
json_stats: {"epoch": 1254, "elapsed": 1.2064109810162336, "loss": 0.863069578614827, }
json_stats: {"epoch": 1255, "elapsed": 1.2012475521769375, "loss": 0.8638393183224251, }
json_stats: {"epoch": 1256, "elapsed": 1.1822927831672132, "loss": 0.8648380614934, }
json_stats: {"epoch": 1257, "elapsed": 1.206224192166701, "loss": 0.8626655070142872, }
json_stats: {"epoch": 1258, "elapsed": 1.2089411620981991, "loss": 0.866238773424957, }
json_stats: {"epoch": 1259, "elapsed": 1.2054122691042721, "loss": 0.8639228987717467, }
json_stats: {"epoch": 1260, "elapsed": 1.1969490710180253, "loss": 0.865811142171574, }
json_stats: {"epoch": 1261, "elapsed": 1.1870896951295435, "loss": 0.866922372743835, }
json_stats: {"epoch": 1262, "elapsed": 1.1947334259748459, "loss": 0.8636581412836583, }
json_stats: {"epoch": 1263, "elapsed": 1.194250825094059, "loss": 0.8621802464861793, }
json_stats: {"epoch": 1264, "elapsed": 1.1699001570232213, "loss": 0.8655896329680197, }
json_stats: {"epoch": 1265, "elapsed": 1.1881592918653041, "loss": 0.863267330330955, }
json_stats: {"epoch": 1266, "elapsed": 1.1991981868632138, "loss": 0.8648100550947794, }
json_stats: {"epoch": 1267, "elapsed": 1.2134744690265507, "loss": 0.8652785819881517, }
json_stats: {"epoch": 1268, "elapsed": 1.1906086951494217, "loss": 0.86326645949473, }
json_stats: {"epoch": 1269, "elapsed": 1.1913679670542479, "loss": 0.8616852863063315, }
json_stats: {"epoch": 1270, "elapsed": 1.1870029380079359, "loss": 0.8657198303855632, }
json_stats: {"epoch": 1271, "elapsed": 1.1986956940963864, "loss": 0.8648497919485124, }
json_stats: {"epoch": 1272, "elapsed": 1.1894702450372279, "loss": 0.863499689655977, }
json_stats: {"epoch": 1273, "elapsed": 1.2053150739520788, "loss": 0.8629086873245029, }
json_stats: {"epoch": 1274, "elapsed": 1.196404284099117, "loss": 0.862459797646245, }
json_stats: {"epoch": 1275, "elapsed": 1.193172570085153, "loss": 0.8631772901363785, }
json_stats: {"epoch": 1276, "elapsed": 1.193146846955642, "loss": 0.8641711101505005, }
json_stats: {"epoch": 1277, "elapsed": 1.179936537053436, "loss": 0.8636675278060715, }
json_stats: {"epoch": 1278, "elapsed": 1.2117093929555267, "loss": 0.8658846362585039, }
json_stats: {"epoch": 1279, "elapsed": 1.206234288169071, "loss": 0.8656784659938196, }
json_stats: {"epoch": 1280, "elapsed": 1.1859280120115727, "loss": 0.8632913472230432, }
json_stats: {"epoch": 1281, "elapsed": 1.171939142048359, "loss": 0.8626858184669494, }
json_stats: {"epoch": 1282, "elapsed": 1.1910385771188885, "loss": 0.8582640399788917, }
json_stats: {"epoch": 1283, "elapsed": 1.1967981120105833, "loss": 0.8644396130132815, }
json_stats: {"epoch": 1284, "elapsed": 1.1914811730384827, "loss": 0.8659078107385711, }
json_stats: {"epoch": 1285, "elapsed": 1.1870547540020198, "loss": 0.8671410357697859, }
json_stats: {"epoch": 1286, "elapsed": 1.1989564790856093, "loss": 0.8650492786968207, }
json_stats: {"epoch": 1287, "elapsed": 1.2069523660466075, "loss": 0.8623565245817564, }
json_stats: {"epoch": 1288, "elapsed": 1.1964495149441063, "loss": 0.8661677649907078, }
json_stats: {"epoch": 1289, "elapsed": 1.1788028029259294, "loss": 0.8624740928471069, }
json_stats: {"epoch": 1290, "elapsed": 1.1940759329590946, "loss": 0.8648186282697198, }
json_stats: {"epoch": 1291, "elapsed": 1.1937021759804338, "loss": 0.8651101902514006, }
json_stats: {"epoch": 1292, "elapsed": 1.2017928860150278, "loss": 0.8673130998263463, }
json_stats: {"epoch": 1293, "elapsed": 1.1942847440950572, "loss": 0.8642684239603515, }
json_stats: {"epoch": 1294, "elapsed": 1.1939599248580635, "loss": 0.8605341146918064, }
json_stats: {"epoch": 1295, "elapsed": 1.1969544109888375, "loss": 0.860391976687454, }
json_stats: {"epoch": 1296, "elapsed": 1.204546838067472, "loss": 0.8642813231671189, }
json_stats: {"epoch": 1297, "elapsed": 1.1858879560604692, "loss": 0.8667783685501285, }
json_stats: {"epoch": 1298, "elapsed": 1.1900001431349665, "loss": 0.8629769213807456, }
json_stats: {"epoch": 1199, "elapsed": 1.2054510822053999, "loss": 0.8657229898043419, "sqnorm_min": 0.7607950520117853, "sqnorm_avg": 0.980977185568488, "sqnorm_max": 0.9999990000005, "mean_rank": 8.489222063974749, "map_rank": 0.8599640881502915, "best": false}
json_stats: {"epoch": 1300, "elapsed": 1.2136734151281416, "loss": 0.8636090358450845, }
json_stats: {"epoch": 1301, "elapsed": 1.1946803310420364, "loss": 0.8625850397846108, }
json_stats: {"epoch": 1302, "elapsed": 1.1943269819021225, "loss": 0.8647490065432627, }
json_stats: {"epoch": 1303, "elapsed": 1.1988161788322031, "loss": 0.8582570958520593, }
json_stats: {"epoch": 1304, "elapsed": 1.1984895509667695, "loss": 0.8661640434180035, }
json_stats: {"epoch": 1305, "elapsed": 1.1913384881336242, "loss": 0.8647506154184522, }
json_stats: {"epoch": 1306, "elapsed": 1.1855371329002082, "loss": 0.8645345526169924, }
json_stats: {"epoch": 1307, "elapsed": 1.211991657037288, "loss": 0.86675418119769, }
json_stats: {"epoch": 1308, "elapsed": 1.1990583851002157, "loss": 0.8643906846240913, }
json_stats: {"epoch": 1309, "elapsed": 1.1799192689359188, "loss": 0.8633950585096909, }
json_stats: {"epoch": 1310, "elapsed": 1.1936280441004783, "loss": 0.8684355509268116, }
json_stats: {"epoch": 1311, "elapsed": 1.1934828930534422, "loss": 0.8623343211120104, }
json_stats: {"epoch": 1312, "elapsed": 1.202241798862815, "loss": 0.8628513315735085, }
json_stats: {"epoch": 1313, "elapsed": 1.1998436050489545, "loss": 0.8631317804227409, }
json_stats: {"epoch": 1314, "elapsed": 1.1881815900560468, "loss": 0.8637697159570233, }
json_stats: {"epoch": 1315, "elapsed": 1.206727070035413, "loss": 0.8612129811135267, }
json_stats: {"epoch": 1316, "elapsed": 1.1913313060067594, "loss": 0.864802927321569, }
json_stats: {"epoch": 1317, "elapsed": 1.191007575020194, "loss": 0.8642926256344434, }
json_stats: {"epoch": 1318, "elapsed": 1.1802479489706457, "loss": 0.8642262194038599, }
json_stats: {"epoch": 1319, "elapsed": 1.1992007039953023, "loss": 0.8613892760396392, }
json_stats: {"epoch": 1320, "elapsed": 1.2034398650284857, "loss": 0.863372263743502, }
json_stats: {"epoch": 1321, "elapsed": 1.2122958949767053, "loss": 0.8621843565000166, }
json_stats: {"epoch": 1322, "elapsed": 1.2074231319129467, "loss": 0.8631629059934508, }
json_stats: {"epoch": 1323, "elapsed": 1.180441183038056, "loss": 0.8641057514872038, }
json_stats: {"epoch": 1324, "elapsed": 1.192623475100845, "loss": 0.8640049916834172, }
json_stats: {"epoch": 1325, "elapsed": 1.202772431075573, "loss": 0.8628551140512166, }
json_stats: {"epoch": 1326, "elapsed": 1.1883688459638506, "loss": 0.8657696524914005, }
json_stats: {"epoch": 1327, "elapsed": 1.1845984971150756, "loss": 0.8630528717077043, }
json_stats: {"epoch": 1328, "elapsed": 1.1925190130714327, "loss": 0.8626110833350262, }
json_stats: {"epoch": 1329, "elapsed": 1.2034273601602763, "loss": 0.8647370972649366, }
json_stats: {"epoch": 1330, "elapsed": 1.1998689258471131, "loss": 0.860017593575744, }
json_stats: {"epoch": 1331, "elapsed": 1.1784556589554995, "loss": 0.8629916570446695, }
json_stats: {"epoch": 1332, "elapsed": 1.2076435119379312, "loss": 0.8633670485103196, }
json_stats: {"epoch": 1333, "elapsed": 1.212923154933378, "loss": 0.8614985594723165, }
json_stats: {"epoch": 1334, "elapsed": 1.203319205204025, "loss": 0.8645892238535953, }
json_stats: {"epoch": 1335, "elapsed": 1.1766378150787205, "loss": 0.8633424562039973, }
json_stats: {"epoch": 1336, "elapsed": 1.1967927529476583, "loss": 0.8637995955998489, }
json_stats: {"epoch": 1337, "elapsed": 1.2113618690054864, "loss": 0.8628348909914162, }
json_stats: {"epoch": 1338, "elapsed": 1.1968094748444855, "loss": 0.8646940389959449, }
json_stats: {"epoch": 1339, "elapsed": 1.1900005468633026, "loss": 0.8648315660918621, }
json_stats: {"epoch": 1340, "elapsed": 1.1952790000941604, "loss": 0.8654925208475359, }
json_stats: {"epoch": 1341, "elapsed": 1.1828533550724387, "loss": 0.8676073948598146, }
json_stats: {"epoch": 1342, "elapsed": 1.1993191300425678, "loss": 0.8614977160180112, }
json_stats: {"epoch": 1343, "elapsed": 1.1774202000815421, "loss": 0.8633967980725669, }
json_stats: {"epoch": 1344, "elapsed": 1.196250176988542, "loss": 0.8654039945969586, }
json_stats: {"epoch": 1345, "elapsed": 1.1958994178567082, "loss": 0.866174204944862, }
json_stats: {"epoch": 1346, "elapsed": 1.2011513290926814, "loss": 0.866934641192697, }
json_stats: {"epoch": 1347, "elapsed": 1.1999577637761831, "loss": 0.8649071229964866, }
json_stats: {"epoch": 1348, "elapsed": 1.1829497758299112, "loss": 0.8640487252755403, }
json_stats: {"epoch": 1349, "elapsed": 1.1874623680487275, "loss": 0.8655657623276493, }
json_stats: {"epoch": 1350, "elapsed": 1.1880953488871455, "loss": 0.8621356212495204, }
json_stats: {"epoch": 1351, "elapsed": 1.1873654110822827, "loss": 0.8687322301196639, }
json_stats: {"epoch": 1352, "elapsed": 1.1866789530031383, "loss": 0.8639533270327906, }
json_stats: {"epoch": 1353, "elapsed": 1.2018459278624505, "loss": 0.8644197502285624, }
json_stats: {"epoch": 1354, "elapsed": 1.202928225044161, "loss": 0.8647773457368437, }
json_stats: {"epoch": 1355, "elapsed": 1.194479299010709, "loss": 0.8633170609638832, }
json_stats: {"epoch": 1356, "elapsed": 1.202161364024505, "loss": 0.8625115835154223, }
json_stats: {"epoch": 1357, "elapsed": 1.1990688359364867, "loss": 0.8639628319352873, }
json_stats: {"epoch": 1358, "elapsed": 1.1955139928031713, "loss": 0.8630826319428457, }
json_stats: {"epoch": 1359, "elapsed": 1.1959388828836381, "loss": 0.8593015264762274, }
json_stats: {"epoch": 1360, "elapsed": 1.1889240320306271, "loss": 0.8658833063137337, }
json_stats: {"epoch": 1361, "elapsed": 1.1891729750204831, "loss": 0.866916074757844, }
json_stats: {"epoch": 1362, "elapsed": 1.2010574219748378, "loss": 0.8646991351692357, }
json_stats: {"epoch": 1363, "elapsed": 1.192238176940009, "loss": 0.8621440307289101, }
json_stats: {"epoch": 1364, "elapsed": 1.1828922138083726, "loss": 0.8641640976108736, }
json_stats: {"epoch": 1365, "elapsed": 1.209812744986266, "loss": 0.8646908235837589, }
json_stats: {"epoch": 1366, "elapsed": 1.3391758019570261, "loss": 0.8638742841758658, }
json_stats: {"epoch": 1367, "elapsed": 1.1740785730071366, "loss": 0.8638688195272389, }
json_stats: {"epoch": 1368, "elapsed": 1.1960422440897673, "loss": 0.8630185510843115, }
json_stats: {"epoch": 1369, "elapsed": 1.1745457500219345, "loss": 0.8658398725433721, }
json_stats: {"epoch": 1370, "elapsed": 1.2095147611107677, "loss": 0.863819871205741, }
json_stats: {"epoch": 1371, "elapsed": 1.2074782918207347, "loss": 0.8652979663217465, }
json_stats: {"epoch": 1372, "elapsed": 1.192942613037303, "loss": 0.862181454286329, }
json_stats: {"epoch": 1373, "elapsed": 1.1822904099244624, "loss": 0.8617842993871275, }
json_stats: {"epoch": 1374, "elapsed": 1.1989056698512286, "loss": 0.8642438414501891, }
json_stats: {"epoch": 1375, "elapsed": 1.2100520730018616, "loss": 0.8623088154743, }
json_stats: {"epoch": 1376, "elapsed": 1.2120476691052318, "loss": 0.85962536134442, }
json_stats: {"epoch": 1377, "elapsed": 1.186674783937633, "loss": 0.8633333261147503, }
json_stats: {"epoch": 1378, "elapsed": 1.1870571931358427, "loss": 0.8642683269294537, }
json_stats: {"epoch": 1379, "elapsed": 1.2010054828133434, "loss": 0.8659173761556264, }
json_stats: {"epoch": 1380, "elapsed": 1.191756604006514, "loss": 0.8643319304808903, }
json_stats: {"epoch": 1381, "elapsed": 1.1860122340731323, "loss": 0.8611640151080752, }
json_stats: {"epoch": 1382, "elapsed": 1.2096780228894204, "loss": 0.8624562176886245, }
json_stats: {"epoch": 1383, "elapsed": 1.1983326599001884, "loss": 0.8659890791028746, }
json_stats: {"epoch": 1384, "elapsed": 1.1994317558128387, "loss": 0.8646928962327227, }
json_stats: {"epoch": 1385, "elapsed": 1.182593563105911, "loss": 0.8650527502737, }
json_stats: {"epoch": 1386, "elapsed": 1.1826445369515568, "loss": 0.8658032269327177, }
json_stats: {"epoch": 1387, "elapsed": 1.2044212599284947, "loss": 0.8640119579600395, }
json_stats: {"epoch": 1388, "elapsed": 1.1892060381360352, "loss": 0.8626369318701651, }
json_stats: {"epoch": 1389, "elapsed": 1.181497466051951, "loss": 0.8652188307753057, }
json_stats: {"epoch": 1390, "elapsed": 1.173396588070318, "loss": 0.8629999722237566, }
json_stats: {"epoch": 1391, "elapsed": 1.2059487770311534, "loss": 0.8662044251590905, }
json_stats: {"epoch": 1392, "elapsed": 1.201120954938233, "loss": 0.8645077072504727, }
json_stats: {"epoch": 1393, "elapsed": 1.1935927500016987, "loss": 0.8646101996133817, }
json_stats: {"epoch": 1394, "elapsed": 1.19095951016061, "loss": 0.8597100446210052, }
json_stats: {"epoch": 1395, "elapsed": 1.2081740610301495, "loss": 0.8632017732832953, }
json_stats: {"epoch": 1396, "elapsed": 1.214975018054247, "loss": 0.863896500079742, }
json_stats: {"epoch": 1397, "elapsed": 1.2129190100822598, "loss": 0.8646296329458389, }
json_stats: {"epoch": 1398, "elapsed": 1.1767502720467746, "loss": 0.8654097050673109, }
json_stats: {"epoch": 1299, "elapsed": 1.2013817860279232, "loss": 0.8644645678026381, "sqnorm_min": 0.7681873815368259, "sqnorm_avg": 0.9809547739831886, "sqnorm_max": 0.9999990000005, "mean_rank": 8.499634320027715, "map_rank": 0.8600082418508398, "best": false}
json_stats: {"epoch": 1400, "elapsed": 1.2181107788346708, "loss": 0.8653692967760737, }
json_stats: {"epoch": 1401, "elapsed": 1.184327034978196, "loss": 0.8635850713405682, }
json_stats: {"epoch": 1402, "elapsed": 1.195781126152724, "loss": 0.8665060758729208, }
json_stats: {"epoch": 1403, "elapsed": 1.1989415800198913, "loss": 0.8631499184115068, }
json_stats: {"epoch": 1404, "elapsed": 1.2015976859256625, "loss": 0.863410546918879, }
json_stats: {"epoch": 1405, "elapsed": 1.2164324021432549, "loss": 0.8645488542763469, }
json_stats: {"epoch": 1406, "elapsed": 1.1757440729998052, "loss": 0.8628676154948417, }
json_stats: {"epoch": 1407, "elapsed": 1.2036811159923673, "loss": 0.8620250456571313, }
json_stats: {"epoch": 1408, "elapsed": 1.200478889979422, "loss": 0.8644337582644128, }
json_stats: {"epoch": 1409, "elapsed": 1.200848339125514, "loss": 0.867395377669378, }
json_stats: {"epoch": 1410, "elapsed": 1.1998475671280175, "loss": 0.8633822152988951, }
json_stats: {"epoch": 1411, "elapsed": 1.180530051002279, "loss": 0.8624242632213721, }
json_stats: {"epoch": 1412, "elapsed": 1.2044063319917768, "loss": 0.8647441579886972, }
json_stats: {"epoch": 1413, "elapsed": 1.1995717510581017, "loss": 0.8610069768391032, }
json_stats: {"epoch": 1414, "elapsed": 1.1965388539247215, "loss": 0.8633137340102154, }
json_stats: {"epoch": 1415, "elapsed": 1.1871428720187396, "loss": 0.8642522519411924, }
json_stats: {"epoch": 1416, "elapsed": 1.195837500039488, "loss": 0.8626061171812833, }
json_stats: {"epoch": 1417, "elapsed": 1.1989871358964592, "loss": 0.8629772227987265, }
json_stats: {"epoch": 1418, "elapsed": 1.2007810221984982, "loss": 0.8623029892215802, }
json_stats: {"epoch": 1419, "elapsed": 1.1987111980561167, "loss": 0.8628746506305724, }
json_stats: {"epoch": 1420, "elapsed": 1.2022934770211577, "loss": 0.8635724972531782, }
json_stats: {"epoch": 1421, "elapsed": 1.1929633331019431, "loss": 0.8628150761531382, }
json_stats: {"epoch": 1422, "elapsed": 1.2031902489252388, "loss": 0.861714581071695, }
json_stats: {"epoch": 1423, "elapsed": 1.1851714090444148, "loss": 0.8636223433726763, }
json_stats: {"epoch": 1424, "elapsed": 1.194896993925795, "loss": 0.8615881093866938, }
json_stats: {"epoch": 1425, "elapsed": 1.1961657169740647, "loss": 0.8626052637314442, }
json_stats: {"epoch": 1426, "elapsed": 1.1992874930147082, "loss": 0.8653793184993267, }
json_stats: {"epoch": 1427, "elapsed": 1.1815260630100965, "loss": 0.8647394177420525, }
json_stats: {"epoch": 1428, "elapsed": 1.1808282630518079, "loss": 0.8671014074007501, }
json_stats: {"epoch": 1429, "elapsed": 1.2022923559416085, "loss": 0.8595152105324073, }
json_stats: {"epoch": 1430, "elapsed": 1.199790314072743, "loss": 0.8674564645693306, }
json_stats: {"epoch": 1431, "elapsed": 1.2076410038862377, "loss": 0.8618273766149389, }
json_stats: {"epoch": 1432, "elapsed": 1.1956453509628773, "loss": 0.863226755941422, }
json_stats: {"epoch": 1433, "elapsed": 1.2211222690530121, "loss": 0.8627312809749565, }
json_stats: {"epoch": 1434, "elapsed": 1.2019570909906179, "loss": 0.8630905408413354, }
json_stats: {"epoch": 1435, "elapsed": 1.1930861480068415, "loss": 0.8664205051102123, }
json_stats: {"epoch": 1436, "elapsed": 1.1935821098741144, "loss": 0.8634658435332047, }
json_stats: {"epoch": 1437, "elapsed": 1.1921241071540862, "loss": 0.8621912051967447, }
json_stats: {"epoch": 1438, "elapsed": 1.2085394491441548, "loss": 0.8608891193208601, }
json_stats: {"epoch": 1439, "elapsed": 1.1992643037810922, "loss": 0.8639485785611392, }
json_stats: {"epoch": 1440, "elapsed": 1.1813491489738226, "loss": 0.8614115824160551, }
json_stats: {"epoch": 1441, "elapsed": 1.2163443940225989, "loss": 0.8645709957459207, }
json_stats: {"epoch": 1442, "elapsed": 1.1939066839404404, "loss": 0.8620078640366999, }
json_stats: {"epoch": 1443, "elapsed": 1.1985789278987795, "loss": 0.864107140184666, }
json_stats: {"epoch": 1444, "elapsed": 1.1829698728397489, "loss": 0.864088227150742, }
json_stats: {"epoch": 1445, "elapsed": 1.194727319991216, "loss": 0.8645427889742319, }
json_stats: {"epoch": 1446, "elapsed": 1.2079450888559222, "loss": 0.8614526596074422, }
json_stats: {"epoch": 1447, "elapsed": 1.2077776989899576, "loss": 0.8631069668081922, }
json_stats: {"epoch": 1448, "elapsed": 1.1810978909488767, "loss": 0.8646320242678541, }
json_stats: {"epoch": 1449, "elapsed": 1.2089679350610822, "loss": 0.8667001592095291, }
json_stats: {"epoch": 1450, "elapsed": 1.1952721669804305, "loss": 0.8609425225782155, }
json_stats: {"epoch": 1451, "elapsed": 1.2036118290852755, "loss": 0.8633495169458846, }
json_stats: {"epoch": 1452, "elapsed": 1.1839592910837382, "loss": 0.8658401658773391, }
json_stats: {"epoch": 1453, "elapsed": 1.1792218161281198, "loss": 0.8641078040549193, }
json_stats: {"epoch": 1454, "elapsed": 1.1898753950372338, "loss": 0.8633765235877181, }
json_stats: {"epoch": 1455, "elapsed": 1.2027746001258492, "loss": 0.8661978195888201, }
json_stats: {"epoch": 1456, "elapsed": 1.1930315520148724, "loss": 0.861579764461147, }
json_stats: {"epoch": 1457, "elapsed": 1.1939892119262367, "loss": 0.862122438074491, }
json_stats: {"epoch": 1458, "elapsed": 1.2074279990047216, "loss": 0.8596831113984591, }
json_stats: {"epoch": 1459, "elapsed": 1.1935199410654604, "loss": 0.8642306398786053, }
json_stats: {"epoch": 1460, "elapsed": 1.1735638449899852, "loss": 0.8622199391927681, }
json_stats: {"epoch": 1461, "elapsed": 1.1911631289403886, "loss": 0.8654834008675891, }
json_stats: {"epoch": 1462, "elapsed": 1.2024764369707555, "loss": 0.8655418147426218, }
json_stats: {"epoch": 1463, "elapsed": 1.2040369419846684, "loss": 0.8644492337799583, }
json_stats: {"epoch": 1464, "elapsed": 1.1938241999596357, "loss": 0.8625074434763815, }
json_stats: {"epoch": 1465, "elapsed": 1.1873789119999856, "loss": 0.8665211547652969, }
json_stats: {"epoch": 1466, "elapsed": 1.1970766228623688, "loss": 0.8612386890718949, }
json_stats: {"epoch": 1467, "elapsed": 1.1926373029127717, "loss": 0.8635636352099565, }
json_stats: {"epoch": 1468, "elapsed": 1.2103077329229563, "loss": 0.8622646603475947, }
json_stats: {"epoch": 1469, "elapsed": 1.1852566541638225, "loss": 0.8637268440213657, }
json_stats: {"epoch": 1470, "elapsed": 1.1965060629881918, "loss": 0.8634024921308332, }
json_stats: {"epoch": 1471, "elapsed": 1.2083221329376101, "loss": 0.8654231602762031, }
json_stats: {"epoch": 1472, "elapsed": 1.197511414065957, "loss": 0.8638163902761684, }
json_stats: {"epoch": 1473, "elapsed": 1.1749327890574932, "loss": 0.8651695687507953, }
json_stats: {"epoch": 1474, "elapsed": 1.2039030648302287, "loss": 0.8685674936604193, }
json_stats: {"epoch": 1475, "elapsed": 1.1982535850256681, "loss": 0.8645090322307936, }
json_stats: {"epoch": 1476, "elapsed": 1.1986218760721385, "loss": 0.8665462734156515, }
json_stats: {"epoch": 1477, "elapsed": 1.195712132845074, "loss": 0.8602717362285754, }
json_stats: {"epoch": 1478, "elapsed": 1.2013129629194736, "loss": 0.8645474549528391, }
json_stats: {"epoch": 1479, "elapsed": 1.2027970599010587, "loss": 0.8636405743585224, }
json_stats: {"epoch": 1480, "elapsed": 1.2085738689638674, "loss": 0.8616042674228693, }
json_stats: {"epoch": 1481, "elapsed": 1.1849225740879774, "loss": 0.8587111297486627, }
json_stats: {"epoch": 1482, "elapsed": 1.1823220390360802, "loss": 0.8660496593499979, }
json_stats: {"epoch": 1483, "elapsed": 1.198199852835387, "loss": 0.8655155351091219, }
json_stats: {"epoch": 1484, "elapsed": 1.208131497958675, "loss": 0.8628280988952536, }
json_stats: {"epoch": 1485, "elapsed": 1.1982106468640268, "loss": 0.8672198921711831, }
json_stats: {"epoch": 1486, "elapsed": 1.1798736660275608, "loss": 0.8639855999931905, }
json_stats: {"epoch": 1487, "elapsed": 1.1929348499979824, "loss": 0.8605272453526018, }
json_stats: {"epoch": 1488, "elapsed": 1.1991286480333656, "loss": 0.8619334088212203, }
json_stats: {"epoch": 1489, "elapsed": 1.1947352490387857, "loss": 0.8621003334892915, }
json_stats: {"epoch": 1490, "elapsed": 1.1889899901580065, "loss": 0.8623217898416096, }
json_stats: {"epoch": 1491, "elapsed": 1.2031835541129112, "loss": 0.8641207365284065, }
json_stats: {"epoch": 1492, "elapsed": 1.1976811899803579, "loss": 0.8622592336613218, }
json_stats: {"epoch": 1493, "elapsed": 1.195631402079016, "loss": 0.8649299524350456, }
json_stats: {"epoch": 1494, "elapsed": 1.1830908861011267, "loss": 0.864715281532818, }
json_stats: {"epoch": 1495, "elapsed": 1.2071416259277612, "loss": 0.8621930994741938, }
json_stats: {"epoch": 1496, "elapsed": 1.1961701288819313, "loss": 0.8644301007404506, }
json_stats: {"epoch": 1497, "elapsed": 1.2049564078915864, "loss": 0.864703844622739, }
json_stats: {"epoch": 1498, "elapsed": 1.1983967542182654, "loss": 0.8617648902153237, }
json_stats: {"epoch": 1399, "elapsed": 1.2062184689566493, "loss": 0.8668555279145256, "sqnorm_min": 0.767710964263716, "sqnorm_avg": 0.9809240523473296, "sqnorm_max": 0.9999990000005, "mean_rank": 8.452615574117557, "map_rank": 0.8608789351091949, "best": false}
json_stats: {"epoch": 1499, "elapsed": 1.2033558310940862, "loss": 0.863680595496088, "sqnorm_min": 0.7639297508264022, "sqnorm_avg": 0.981071278609143, "sqnorm_max": 0.9999990000005, "mean_rank": 8.517090727125755, "map_rank": 0.8596723581040285, "best": false}
