Using edge list dataloader
json_conf: {"checkpoint": "../results/connectome/Macaque1//poincare5.bin", "dset": "../graphs/connectome/Macaque1//graph.csv", "dim": 5, "manifold": "poincare", "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": 0.09240477345883846, "loss": 1.789926447235759, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 1, "elapsed": 0.08449526503682137, "loss": 1.785083670619876, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 2, "elapsed": 0.08526482619345188, "loss": 1.7801334175372436, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 3, "elapsed": 0.08544100075960159, "loss": 1.7751900492090589, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 4, "elapsed": 0.08507980033755302, "loss": 1.770372911640474, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 5, "elapsed": 0.08735627681016922, "loss": 1.7654684580666236, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 6, "elapsed": 0.08565692231059074, "loss": 1.760660978695611, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 7, "elapsed": 0.08699033409357071, "loss": 1.7560151726304025, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 8, "elapsed": 0.08890321664512157, "loss": 1.751140288324654, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 9, "elapsed": 0.0912801269441843, "loss": 1.7462577351761737, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 10, "elapsed": 0.08959358371794224, "loss": 1.7417706590342255, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 11, "elapsed": 0.0886976346373558, "loss": 1.7368867348879795, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 12, "elapsed": 0.08634697832167149, "loss": 1.7317496264062093, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 13, "elapsed": 0.08924227952957153, "loss": 1.7277152131018518, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 14, "elapsed": 0.08867760933935642, "loss": 1.7227793456871696, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 15, "elapsed": 0.08747244626283646, "loss": 1.7180149879163444, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 16, "elapsed": 0.08779226057231426, "loss": 1.7136416586460377, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 17, "elapsed": 0.08921256475150585, "loss": 1.7087448927233377, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 18, "elapsed": 0.09014324657619, "loss": 1.7047614749940398, }
Burn in negs=5, lr=0.005
json_stats: {"epoch": 19, "elapsed": 0.089845335111022, "loss": 1.6992905885142344, }
json_stats: {"epoch": 20, "elapsed": 0.09212827123701572, "loss": 3.634624145109523, }
json_stats: {"epoch": 21, "elapsed": 0.09056002460420132, "loss": 3.288036227323465, }
json_stats: {"epoch": 22, "elapsed": 0.09104537405073643, "loss": 3.0283857418621873, }
json_stats: {"epoch": 23, "elapsed": 0.0930069200694561, "loss": 2.817089645352779, }
json_stats: {"epoch": 24, "elapsed": 0.09087808430194855, "loss": 2.636660139791371, }
json_stats: {"epoch": 25, "elapsed": 0.08995183743536472, "loss": 2.4808216067895863, }
json_stats: {"epoch": 26, "elapsed": 0.09080028906464577, "loss": 2.340526494310658, }
json_stats: {"epoch": 27, "elapsed": 0.08991767093539238, "loss": 2.218920828714663, }
json_stats: {"epoch": 28, "elapsed": 0.09079992026090622, "loss": 2.1205294786503406, }
json_stats: {"epoch": 29, "elapsed": 0.08969239331781864, "loss": 2.0383353910162874, }
json_stats: {"epoch": 30, "elapsed": 0.08923725225031376, "loss": 1.9718883743040228, }
json_stats: {"epoch": 31, "elapsed": 0.09101391769945621, "loss": 1.9174443177927236, }
json_stats: {"epoch": 32, "elapsed": 0.09097642451524734, "loss": 1.8715143223326647, }
json_stats: {"epoch": 33, "elapsed": 0.09312125481665134, "loss": 1.8329125551325742, }
json_stats: {"epoch": 34, "elapsed": 0.09456732869148254, "loss": 1.784868211778888, }
json_stats: {"epoch": 35, "elapsed": 0.09349685534834862, "loss": 1.75605414728558, }
json_stats: {"epoch": 36, "elapsed": 0.08902343362569809, "loss": 1.723666046799848, }
json_stats: {"epoch": 37, "elapsed": 0.09401088766753674, "loss": 1.6908725399062023, }
json_stats: {"epoch": 38, "elapsed": 0.08881155401468277, "loss": 1.6673064724849442, }
json_stats: {"epoch": 39, "elapsed": 0.08961084298789501, "loss": 1.6369727902490332, }
json_stats: {"epoch": 40, "elapsed": 0.09016511403024197, "loss": 1.6159410838571389, }
json_stats: {"epoch": 41, "elapsed": 0.09217029251158237, "loss": 1.5973170727659958, }
json_stats: {"epoch": 42, "elapsed": 0.09469246491789818, "loss": 1.572915949611917, }
json_stats: {"epoch": 43, "elapsed": 0.09112011268734932, "loss": 1.5526039992101073, }
json_stats: {"epoch": 44, "elapsed": 0.09427768737077713, "loss": 1.5340775335818606, }
json_stats: {"epoch": 45, "elapsed": 0.09393030777573586, "loss": 1.5132208175749409, }
json_stats: {"epoch": 46, "elapsed": 0.09343199618160725, "loss": 1.4991032596460634, }
json_stats: {"epoch": 47, "elapsed": 0.09126860462129116, "loss": 1.4756559257951967, }
json_stats: {"epoch": 48, "elapsed": 0.08969929441809654, "loss": 1.461118450484439, }
json_stats: {"epoch": 49, "elapsed": 0.090565400198102, "loss": 1.4432124863083957, }
json_stats: {"epoch": 50, "elapsed": 0.09054449200630188, "loss": 1.4325376403379535, }
json_stats: {"epoch": 51, "elapsed": 0.09177707321941853, "loss": 1.4205235181745113, }
json_stats: {"epoch": 52, "elapsed": 0.0920826755464077, "loss": 1.405938745528125, }
json_stats: {"epoch": 53, "elapsed": 0.09093535505235195, "loss": 1.3981310425945837, }
json_stats: {"epoch": 54, "elapsed": 0.09740289114415646, "loss": 1.3908677438134742, }
json_stats: {"epoch": 55, "elapsed": 0.08873486705124378, "loss": 1.374963191121853, }
json_stats: {"epoch": 56, "elapsed": 0.09434079565107822, "loss": 1.3679705081708988, }
json_stats: {"epoch": 57, "elapsed": 0.0891953781247139, "loss": 1.3586342850292201, }
json_stats: {"epoch": 58, "elapsed": 0.09321811236441135, "loss": 1.3518221969169368, }
json_stats: {"epoch": 59, "elapsed": 0.09357029013335705, "loss": 1.34364440559351, }
json_stats: {"epoch": 60, "elapsed": 0.09392384439706802, "loss": 1.342021340250884, }
json_stats: {"epoch": 61, "elapsed": 0.0918555986136198, "loss": 1.3340325489612395, }
json_stats: {"epoch": 62, "elapsed": 0.09056358970701694, "loss": 1.3297235015521098, }
json_stats: {"epoch": 63, "elapsed": 0.08898192271590233, "loss": 1.3237270302929514, }
json_stats: {"epoch": 64, "elapsed": 0.08970240689814091, "loss": 1.322785290585978, }
json_stats: {"epoch": 65, "elapsed": 0.09375388361513615, "loss": 1.3150597665156452, }
json_stats: {"epoch": 66, "elapsed": 0.09366875886917114, "loss": 1.3106610467683375, }
json_stats: {"epoch": 67, "elapsed": 0.09155809693038464, "loss": 1.3072562862242751, }
json_stats: {"epoch": 68, "elapsed": 0.08927595242857933, "loss": 1.3059381729889956, }
json_stats: {"epoch": 69, "elapsed": 0.09068859182298183, "loss": 1.2992014553420277, }
json_stats: {"epoch": 70, "elapsed": 0.09085286594927311, "loss": 1.2971919848731455, }
json_stats: {"epoch": 71, "elapsed": 0.09293227829039097, "loss": 1.299136027615726, }
json_stats: {"epoch": 72, "elapsed": 0.0890332218259573, "loss": 1.28897241344881, }
json_stats: {"epoch": 73, "elapsed": 0.10091092437505722, "loss": 1.2898941089119644, }
json_stats: {"epoch": 74, "elapsed": 0.0886930413544178, "loss": 1.2917233472910583, }
json_stats: {"epoch": 75, "elapsed": 0.09014293551445007, "loss": 1.2849024969788432, }
json_stats: {"epoch": 76, "elapsed": 0.09029567800462246, "loss": 1.2845811206720845, }
json_stats: {"epoch": 77, "elapsed": 0.0913009811192751, "loss": 1.2824671651164254, }
json_stats: {"epoch": 78, "elapsed": 0.08922331593930721, "loss": 1.2765906091125192, }
json_stats: {"epoch": 79, "elapsed": 0.091959148645401, "loss": 1.281821627347832, }
json_stats: {"epoch": 80, "elapsed": 0.09444033913314342, "loss": 1.2745524598236937, }
json_stats: {"epoch": 81, "elapsed": 0.09221479296684265, "loss": 1.2753649147949904, }
json_stats: {"epoch": 82, "elapsed": 0.09174852259457111, "loss": 1.2725376227608942, }
json_stats: {"epoch": 83, "elapsed": 0.09266388788819313, "loss": 1.2659633801717936, }
json_stats: {"epoch": 84, "elapsed": 0.09331272356212139, "loss": 1.2686492316141453, }
json_stats: {"epoch": 85, "elapsed": 0.0935745406895876, "loss": 1.2676426919083685, }
json_stats: {"epoch": 86, "elapsed": 0.09272936545312405, "loss": 1.2657859944370131, }
json_stats: {"epoch": 87, "elapsed": 0.09400638937950134, "loss": 1.264308586383437, }
json_stats: {"epoch": 88, "elapsed": 0.09222870878875256, "loss": 1.261809912304475, }
json_stats: {"epoch": 89, "elapsed": 0.0932462252676487, "loss": 1.2589591624990455, }
json_stats: {"epoch": 90, "elapsed": 0.09277790039777756, "loss": 1.2566953220191404, }
json_stats: {"epoch": 91, "elapsed": 0.09141584672033787, "loss": 1.2608173827804021, }
json_stats: {"epoch": 92, "elapsed": 0.09399818070232868, "loss": 1.2569072306676359, }
json_stats: {"epoch": 93, "elapsed": 0.09121177345514297, "loss": 1.2561339448865974, }
json_stats: {"epoch": 94, "elapsed": 0.09902903623878956, "loss": 1.253649162922446, }
json_stats: {"epoch": 95, "elapsed": 0.09101116843521595, "loss": 1.2534668602331758, }
json_stats: {"epoch": 96, "elapsed": 0.09245237521827221, "loss": 1.248900239321881, }
json_stats: {"epoch": 97, "elapsed": 0.09144658967852592, "loss": 1.2501057707690268, }
json_stats: {"epoch": 98, "elapsed": 0.09240818582475185, "loss": 1.2491055145421184, }
json_stats: {"epoch": 100, "elapsed": 0.09271414391696453, "loss": 1.2448651296757576, }
json_stats: {"epoch": 101, "elapsed": 0.09019719809293747, "loss": 1.2516619059905356, }
json_stats: {"epoch": 102, "elapsed": 0.09250460751354694, "loss": 1.2443432144206223, }
json_stats: {"epoch": 103, "elapsed": 0.08929917961359024, "loss": 1.2465138310625086, }
json_stats: {"epoch": 104, "elapsed": 0.09046621061861515, "loss": 1.2449367923769703, }
json_stats: {"epoch": 105, "elapsed": 0.0904656145721674, "loss": 1.2473197963050393, }
json_stats: {"epoch": 106, "elapsed": 0.09800033457577229, "loss": 1.2417805032147116, }
json_stats: {"epoch": 107, "elapsed": 0.09672938846051693, "loss": 1.242820216530249, }
json_stats: {"epoch": 108, "elapsed": 0.08884257450699806, "loss": 1.23771681329231, }
json_stats: {"epoch": 109, "elapsed": 0.08950859867036343, "loss": 1.249541715058628, }
json_stats: {"epoch": 110, "elapsed": 0.1047470010817051, "loss": 1.2408803653832812, }
json_stats: {"epoch": 111, "elapsed": 0.10533566772937775, "loss": 1.2431429497991116, }
json_stats: {"epoch": 112, "elapsed": 0.09416814148426056, "loss": 1.2401472934132678, }
json_stats: {"epoch": 113, "elapsed": 0.08990578353404999, "loss": 1.2395572308273943, }
json_stats: {"epoch": 114, "elapsed": 0.09089293703436852, "loss": 1.2395771855739222, }
json_stats: {"epoch": 115, "elapsed": 0.0960803721100092, "loss": 1.2411854963463558, }
json_stats: {"epoch": 116, "elapsed": 0.09261113405227661, "loss": 1.2432760609000362, }
json_stats: {"epoch": 117, "elapsed": 0.09270365536212921, "loss": 1.2340133269281237, }
json_stats: {"epoch": 118, "elapsed": 0.09294608607888222, "loss": 1.2369643418472576, }
json_stats: {"epoch": 119, "elapsed": 0.09148762561380863, "loss": 1.2377364162668207, }
json_stats: {"epoch": 120, "elapsed": 0.08902761526405811, "loss": 1.2348120407458991, }
json_stats: {"epoch": 121, "elapsed": 0.08890876546502113, "loss": 1.2366759271687147, }
json_stats: {"epoch": 122, "elapsed": 0.08981198444962502, "loss": 1.2357581622501796, }
json_stats: {"epoch": 123, "elapsed": 0.09150407649576664, "loss": 1.2377159889254614, }
json_stats: {"epoch": 124, "elapsed": 0.09329686686396599, "loss": 1.2401648782148629, }
json_stats: {"epoch": 125, "elapsed": 0.09323425218462944, "loss": 1.2360413995547648, }
json_stats: {"epoch": 126, "elapsed": 0.09351625107228756, "loss": 1.2316211041052718, }
json_stats: {"epoch": 127, "elapsed": 0.08924002945423126, "loss": 1.2370020698978688, }
json_stats: {"epoch": 128, "elapsed": 0.0952216386795044, "loss": 1.2343568896873163, }
json_stats: {"epoch": 129, "elapsed": 0.09800759144127369, "loss": 1.2360988743344168, }
json_stats: {"epoch": 130, "elapsed": 0.09166261740028858, "loss": 1.2378351447783071, }
json_stats: {"epoch": 131, "elapsed": 0.09227786213159561, "loss": 1.2320145605450867, }
json_stats: {"epoch": 132, "elapsed": 0.09233670309185982, "loss": 1.229626608636522, }
json_stats: {"epoch": 133, "elapsed": 0.0886218510568142, "loss": 1.2276479747484434, }
json_stats: {"epoch": 134, "elapsed": 0.09105272404849529, "loss": 1.2335384120092672, }
json_stats: {"epoch": 135, "elapsed": 0.09829230420291424, "loss": 1.2323124169078605, }
json_stats: {"epoch": 136, "elapsed": 0.08955074474215508, "loss": 1.2318200048929453, }
json_stats: {"epoch": 137, "elapsed": 0.09035985544323921, "loss": 1.2345866570059625, }
json_stats: {"epoch": 138, "elapsed": 0.09267539717257023, "loss": 1.2293699041195658, }
json_stats: {"epoch": 139, "elapsed": 0.09251331724226475, "loss": 1.2344563188157145, }
json_stats: {"epoch": 140, "elapsed": 0.09146523475646973, "loss": 1.227203402457642, }
json_stats: {"epoch": 141, "elapsed": 0.0875314399600029, "loss": 1.2260866110209412, }
json_stats: {"epoch": 142, "elapsed": 0.09015007503330708, "loss": 1.2332038047113463, }
json_stats: {"epoch": 143, "elapsed": 0.09311026707291603, "loss": 1.2305982251227092, }
json_stats: {"epoch": 144, "elapsed": 0.09263370558619499, "loss": 1.231697244537163, }
json_stats: {"epoch": 145, "elapsed": 0.09391772374510765, "loss": 1.2332816745188029, }
json_stats: {"epoch": 146, "elapsed": 0.09016172587871552, "loss": 1.2283586240357587, }
json_stats: {"epoch": 147, "elapsed": 0.09046592377126217, "loss": 1.2314214764284919, }
json_stats: {"epoch": 148, "elapsed": 0.0910925455391407, "loss": 1.2265756133343069, }
json_stats: {"epoch": 149, "elapsed": 0.08912407606840134, "loss": 1.2304109621173331, }
json_stats: {"epoch": 150, "elapsed": 0.09529923647642136, "loss": 1.2234621012712685, }
json_stats: {"epoch": 151, "elapsed": 0.0910977479070425, "loss": 1.226766812883782, }
json_stats: {"epoch": 152, "elapsed": 0.09567718394100666, "loss": 1.2264644442101433, }
json_stats: {"epoch": 153, "elapsed": 0.0944515299052, "loss": 1.2287641155653783, }
json_stats: {"epoch": 154, "elapsed": 0.10362373292446136, "loss": 1.2246217726090287, }
json_stats: {"epoch": 155, "elapsed": 0.1185472309589386, "loss": 1.2269665312884692, }
json_stats: {"epoch": 156, "elapsed": 0.10870862007141113, "loss": 1.2248396212625434, }
json_stats: {"epoch": 157, "elapsed": 0.09778399206697941, "loss": 1.2276816784050462, }
json_stats: {"epoch": 158, "elapsed": 0.093014445155859, "loss": 1.2267288101306295, }
json_stats: {"epoch": 159, "elapsed": 0.09941207244992256, "loss": 1.223714372792486, }
json_stats: {"epoch": 160, "elapsed": 0.09429260902106762, "loss": 1.2227581179350042, }
json_stats: {"epoch": 161, "elapsed": 0.08866068348288536, "loss": 1.2286124588274363, }
json_stats: {"epoch": 162, "elapsed": 0.10056985355913639, "loss": 1.224504195096766, }
json_stats: {"epoch": 163, "elapsed": 0.09394672513008118, "loss": 1.2229503921528408, }
json_stats: {"epoch": 164, "elapsed": 0.08931738138198853, "loss": 1.2304619019815124, }
json_stats: {"epoch": 165, "elapsed": 0.09052058309316635, "loss": 1.2240575297267946, }
json_stats: {"epoch": 166, "elapsed": 0.09144365973770618, "loss": 1.223703800990284, }
json_stats: {"epoch": 167, "elapsed": 0.09126393496990204, "loss": 1.2247867488579607, }
json_stats: {"epoch": 168, "elapsed": 0.09161770530045033, "loss": 1.2208406433811152, }
json_stats: {"epoch": 169, "elapsed": 0.08952402509748936, "loss": 1.2276671749173154, }
json_stats: {"epoch": 170, "elapsed": 0.08802242763340473, "loss": 1.2189948781916862, }
json_stats: {"epoch": 171, "elapsed": 0.0886987503618002, "loss": 1.2232164832889665, }
json_stats: {"epoch": 172, "elapsed": 0.09155805595219135, "loss": 1.2182920730582947, }
json_stats: {"epoch": 173, "elapsed": 0.09596358053386211, "loss": 1.2247282277304614, }
json_stats: {"epoch": 174, "elapsed": 0.08911378681659698, "loss": 1.2165476698631592, }
json_stats: {"epoch": 175, "elapsed": 0.09016701951622963, "loss": 1.2204552113536322, }
json_stats: {"epoch": 176, "elapsed": 0.09166364930570126, "loss": 1.2226914171807746, }
json_stats: {"epoch": 177, "elapsed": 0.09086208045482635, "loss": 1.2215333017258665, }
json_stats: {"epoch": 178, "elapsed": 0.0921674370765686, "loss": 1.2219310742094636, }
json_stats: {"epoch": 179, "elapsed": 0.09195478074252605, "loss": 1.21900643488427, }
json_stats: {"epoch": 180, "elapsed": 0.09055184759199619, "loss": 1.2228609711437173, }
json_stats: {"epoch": 181, "elapsed": 0.0925589520484209, "loss": 1.2228456711741216, }
json_stats: {"epoch": 182, "elapsed": 0.0900398101657629, "loss": 1.2228349646265313, }
json_stats: {"epoch": 183, "elapsed": 0.09190086089074612, "loss": 1.219365475075098, }
json_stats: {"epoch": 184, "elapsed": 0.09245713986456394, "loss": 1.2215267696233623, }
json_stats: {"epoch": 185, "elapsed": 0.09545813128352165, "loss": 1.2226257085548446, }
json_stats: {"epoch": 186, "elapsed": 0.09781904891133308, "loss": 1.2215941332426024, }
json_stats: {"epoch": 187, "elapsed": 0.08942388743162155, "loss": 1.2184743575243533, }
json_stats: {"epoch": 188, "elapsed": 0.0919918604195118, "loss": 1.22338567373097, }
json_stats: {"epoch": 189, "elapsed": 0.09288471005856991, "loss": 1.2215210685976197, }
json_stats: {"epoch": 190, "elapsed": 0.092947943136096, "loss": 1.2175628850968505, }
json_stats: {"epoch": 191, "elapsed": 0.09264449402689934, "loss": 1.226875804559465, }
json_stats: {"epoch": 192, "elapsed": 0.09264070354402065, "loss": 1.2204830179969333, }
json_stats: {"epoch": 193, "elapsed": 0.09565564058721066, "loss": 1.2204846468787018, }
json_stats: {"epoch": 194, "elapsed": 0.08986022509634495, "loss": 1.215800419847308, }
json_stats: {"epoch": 195, "elapsed": 0.09102265536785126, "loss": 1.2231172914251751, }
json_stats: {"epoch": 196, "elapsed": 0.092414990067482, "loss": 1.2175133193249699, }
json_stats: {"epoch": 197, "elapsed": 0.09358611889183521, "loss": 1.2220260759423316, }
json_stats: {"epoch": 198, "elapsed": 0.0893278606235981, "loss": 1.2207483536425032, }
json_stats: {"epoch": 99, "elapsed": 0.09262197650969028, "loss": 1.2475165770090793, "sqnorm_min": 0.5766156417530253, "sqnorm_avg": 0.9669628816945645, "sqnorm_max": 0.9993643436585646, "mean_rank": 3.11980198019802, "map_rank": 0.877440780655487, "best": true}
json_stats: {"epoch": 200, "elapsed": 0.09512916766107082, "loss": 1.221391675106661, }
json_stats: {"epoch": 201, "elapsed": 0.09219024516642094, "loss": 1.222774247377701, }
json_stats: {"epoch": 202, "elapsed": 0.09543893486261368, "loss": 1.221305779107332, }
json_stats: {"epoch": 203, "elapsed": 0.09251433052122593, "loss": 1.21983221628682, }
json_stats: {"epoch": 204, "elapsed": 0.09393736720085144, "loss": 1.2193873762972032, }
json_stats: {"epoch": 205, "elapsed": 0.09371667727828026, "loss": 1.2188311076295206, }
json_stats: {"epoch": 206, "elapsed": 0.10076398402452469, "loss": 1.2208552931037668, }
json_stats: {"epoch": 207, "elapsed": 0.0899487305432558, "loss": 1.2184957098435967, }
json_stats: {"epoch": 208, "elapsed": 0.08996743708848953, "loss": 1.2142214224969292, }
json_stats: {"epoch": 209, "elapsed": 0.09975425340235233, "loss": 1.21823714758018, }
json_stats: {"epoch": 210, "elapsed": 0.08783472701907158, "loss": 1.2164531867386894, }
json_stats: {"epoch": 211, "elapsed": 0.08945192769169807, "loss": 1.2204688726243538, }
json_stats: {"epoch": 212, "elapsed": 0.0897074993699789, "loss": 1.2213111575033193, }
json_stats: {"epoch": 213, "elapsed": 0.09337635338306427, "loss": 1.2205193128638114, }
json_stats: {"epoch": 214, "elapsed": 0.11126614548265934, "loss": 1.2136851896743537, }
json_stats: {"epoch": 215, "elapsed": 0.10519109666347504, "loss": 1.2212789411598188, }
json_stats: {"epoch": 216, "elapsed": 0.10321121849119663, "loss": 1.2205199065145897, }
json_stats: {"epoch": 217, "elapsed": 0.11153305694460869, "loss": 1.2185145535379571, }
json_stats: {"epoch": 218, "elapsed": 0.10885052382946014, "loss": 1.2195124556240888, }
json_stats: {"epoch": 219, "elapsed": 0.11478710360825062, "loss": 1.21763641335545, }
json_stats: {"epoch": 220, "elapsed": 0.0936630330979824, "loss": 1.2148904139833976, }
json_stats: {"epoch": 221, "elapsed": 0.09533398970961571, "loss": 1.2144960134576728, }
json_stats: {"epoch": 222, "elapsed": 0.09231567569077015, "loss": 1.216612152768885, }
json_stats: {"epoch": 223, "elapsed": 0.09211304783821106, "loss": 1.2162758494517105, }
json_stats: {"epoch": 224, "elapsed": 0.09185060299932957, "loss": 1.220188809954236, }
json_stats: {"epoch": 225, "elapsed": 0.09181943163275719, "loss": 1.2148131516433929, }
json_stats: {"epoch": 226, "elapsed": 0.09967953898012638, "loss": 1.2129943395089753, }
json_stats: {"epoch": 227, "elapsed": 0.10719013959169388, "loss": 1.215104325803304, }
json_stats: {"epoch": 228, "elapsed": 0.0994527991861105, "loss": 1.2165060858360932, }
json_stats: {"epoch": 229, "elapsed": 0.10672521218657494, "loss": 1.2178977374768523, }
json_stats: {"epoch": 230, "elapsed": 0.09047633036971092, "loss": 1.2179396480694145, }
json_stats: {"epoch": 231, "elapsed": 0.08977226726710796, "loss": 1.2169993848187928, }
json_stats: {"epoch": 232, "elapsed": 0.10448731109499931, "loss": 1.21353235986126, }
json_stats: {"epoch": 233, "elapsed": 0.10506671480834484, "loss": 1.2174823218896471, }
json_stats: {"epoch": 234, "elapsed": 0.09973241202533245, "loss": 1.2157058908921912, }
json_stats: {"epoch": 235, "elapsed": 0.11121452413499355, "loss": 1.2147298236872455, }
json_stats: {"epoch": 236, "elapsed": 0.0920517798513174, "loss": 1.2184255823090178, }
json_stats: {"epoch": 237, "elapsed": 0.09586275927722454, "loss": 1.2151337986987332, }
json_stats: {"epoch": 238, "elapsed": 0.09379987418651581, "loss": 1.2213252666747318, }
json_stats: {"epoch": 239, "elapsed": 0.09854458458721638, "loss": 1.2199414436563716, }
json_stats: {"epoch": 240, "elapsed": 0.10354658588767052, "loss": 1.2149785420293868, }
json_stats: {"epoch": 241, "elapsed": 0.11734376847743988, "loss": 1.2157538314893557, }
json_stats: {"epoch": 242, "elapsed": 0.10225572809576988, "loss": 1.2155954369404838, }
json_stats: {"epoch": 243, "elapsed": 0.0935136005282402, "loss": 1.21583428747008, }
json_stats: {"epoch": 244, "elapsed": 0.1035469863563776, "loss": 1.2162511164901808, }
json_stats: {"epoch": 245, "elapsed": 0.1094059906899929, "loss": 1.2194309447993092, }
json_stats: {"epoch": 246, "elapsed": 0.10502348467707634, "loss": 1.2180164074465318, }
json_stats: {"epoch": 247, "elapsed": 0.10703946836292744, "loss": 1.2168362066169203, }
json_stats: {"epoch": 248, "elapsed": 0.08868735656142235, "loss": 1.2152238463073541, }
json_stats: {"epoch": 249, "elapsed": 0.08927176333963871, "loss": 1.213537944244751, }
json_stats: {"epoch": 250, "elapsed": 0.10266219638288021, "loss": 1.216867829114591, }
json_stats: {"epoch": 251, "elapsed": 0.10664010234177113, "loss": 1.2174549829149697, }
json_stats: {"epoch": 252, "elapsed": 0.11009607091546059, "loss": 1.2158697708875181, }
json_stats: {"epoch": 253, "elapsed": 0.10318212956190109, "loss": 1.215320120211613, }
json_stats: {"epoch": 254, "elapsed": 0.10132199712097645, "loss": 1.211299964520324, }
json_stats: {"epoch": 255, "elapsed": 0.10215537995100021, "loss": 1.2184105695529852, }
json_stats: {"epoch": 256, "elapsed": 0.11282606981694698, "loss": 1.2123383746572374, }
json_stats: {"epoch": 257, "elapsed": 0.10166450776159763, "loss": 1.2158885076927364, }
json_stats: {"epoch": 258, "elapsed": 0.11750639602541924, "loss": 1.2157784442794048, }
json_stats: {"epoch": 259, "elapsed": 0.0918724350631237, "loss": 1.2147201390869153, }
json_stats: {"epoch": 260, "elapsed": 0.0946121271699667, "loss": 1.2133804132996315, }
json_stats: {"epoch": 261, "elapsed": 0.09377205744385719, "loss": 1.2128738362169107, }
json_stats: {"epoch": 262, "elapsed": 0.10375899821519852, "loss": 1.2200223270835955, }
json_stats: {"epoch": 263, "elapsed": 0.11143562383949757, "loss": 1.2158340583809486, }
json_stats: {"epoch": 264, "elapsed": 0.11082958430051804, "loss": 1.2130997585141234, }
json_stats: {"epoch": 265, "elapsed": 0.10378045216202736, "loss": 1.2153357256680288, }
json_stats: {"epoch": 266, "elapsed": 0.08776868879795074, "loss": 1.2141560981432038, }
json_stats: {"epoch": 267, "elapsed": 0.08876141346991062, "loss": 1.2150221862582833, }
json_stats: {"epoch": 268, "elapsed": 0.09007797762751579, "loss": 1.2161591058089471, }
json_stats: {"epoch": 269, "elapsed": 0.09376010671257973, "loss": 1.2134300402701728, }
json_stats: {"epoch": 270, "elapsed": 0.11204734817147255, "loss": 1.2151659134776283, }
json_stats: {"epoch": 271, "elapsed": 0.09863925166428089, "loss": 1.211719621686165, }
json_stats: {"epoch": 272, "elapsed": 0.10381111688911915, "loss": 1.2134656612925347, }
json_stats: {"epoch": 273, "elapsed": 0.0944986641407013, "loss": 1.215947526614119, }
json_stats: {"epoch": 274, "elapsed": 0.09076597169041634, "loss": 1.2147910696749407, }
json_stats: {"epoch": 275, "elapsed": 0.09249524772167206, "loss": 1.2140607831783128, }
json_stats: {"epoch": 276, "elapsed": 0.0897916667163372, "loss": 1.210580977007782, }
json_stats: {"epoch": 277, "elapsed": 0.08934249356389046, "loss": 1.2151375909629707, }
json_stats: {"epoch": 278, "elapsed": 0.09389016032218933, "loss": 1.2137945923296756, }
json_stats: {"epoch": 279, "elapsed": 0.08757956326007843, "loss": 1.2142752370642655, }
json_stats: {"epoch": 280, "elapsed": 0.09860800206661224, "loss": 1.213264859143612, }
json_stats: {"epoch": 281, "elapsed": 0.08758090250194073, "loss": 1.2141847307370497, }
json_stats: {"epoch": 282, "elapsed": 0.08962667547166348, "loss": 1.2125288749746201, }
json_stats: {"epoch": 283, "elapsed": 0.0940670520067215, "loss": 1.2164175553594787, }
json_stats: {"epoch": 284, "elapsed": 0.08999950252473354, "loss": 1.2107084052074724, }
json_stats: {"epoch": 285, "elapsed": 0.09036410227417946, "loss": 1.2185792087374219, }
json_stats: {"epoch": 286, "elapsed": 0.09373447485268116, "loss": 1.2130063505298145, }
json_stats: {"epoch": 287, "elapsed": 0.08949899114668369, "loss": 1.2173412810741966, }
json_stats: {"epoch": 288, "elapsed": 0.09192419238388538, "loss": 1.2137707796557082, }
json_stats: {"epoch": 289, "elapsed": 0.08919603377580643, "loss": 1.2166158623497827, }
json_stats: {"epoch": 290, "elapsed": 0.09062223136425018, "loss": 1.2133137263451022, }
json_stats: {"epoch": 291, "elapsed": 0.08807577565312386, "loss": 1.2112660482804574, }
json_stats: {"epoch": 292, "elapsed": 0.09115767851471901, "loss": 1.2124003188109929, }
json_stats: {"epoch": 293, "elapsed": 0.09025104902684689, "loss": 1.2130771521437682, }
json_stats: {"epoch": 294, "elapsed": 0.08829461596906185, "loss": 1.2133823892298228, }
json_stats: {"epoch": 295, "elapsed": 0.08853889815509319, "loss": 1.2104501198272357, }
json_stats: {"epoch": 296, "elapsed": 0.09156830422580242, "loss": 1.207578202592211, }
json_stats: {"epoch": 297, "elapsed": 0.08850334398448467, "loss": 1.2120833339436792, }
json_stats: {"epoch": 298, "elapsed": 0.08871049620211124, "loss": 1.2149081643097843, }
json_stats: {"epoch": 199, "elapsed": 0.08827927522361279, "loss": 1.2169860899925358, "sqnorm_min": 0.7941814841774543, "sqnorm_avg": 0.9835602091898585, "sqnorm_max": 0.9998778745339767, "mean_rank": 3.1623762376237625, "map_rank": 0.878965762363311, "best": true}
json_stats: {"epoch": 300, "elapsed": 0.09452816098928452, "loss": 1.216037171605458, }
json_stats: {"epoch": 301, "elapsed": 0.090080127120018, "loss": 1.2100897257067462, }
json_stats: {"epoch": 302, "elapsed": 0.09124509058892727, "loss": 1.2123197498545422, }
json_stats: {"epoch": 303, "elapsed": 0.09093718975782394, "loss": 1.211964941681458, }
json_stats: {"epoch": 304, "elapsed": 0.0900458674877882, "loss": 1.2127100563354487, }
json_stats: {"epoch": 305, "elapsed": 0.09094085916876793, "loss": 1.2102854053868597, }
json_stats: {"epoch": 306, "elapsed": 0.09058688208460808, "loss": 1.2135042167580696, }
json_stats: {"epoch": 307, "elapsed": 0.09276058711111546, "loss": 1.209075259269033, }
json_stats: {"epoch": 308, "elapsed": 0.09841255284845829, "loss": 1.2129392819523603, }
json_stats: {"epoch": 309, "elapsed": 0.09530731849372387, "loss": 1.212517421573549, }
json_stats: {"epoch": 310, "elapsed": 0.0918335560709238, "loss": 1.2145024706367826, }
json_stats: {"epoch": 311, "elapsed": 0.0908212810754776, "loss": 1.2122350706509415, }
json_stats: {"epoch": 312, "elapsed": 0.09093471243977547, "loss": 1.2120514620869602, }
json_stats: {"epoch": 313, "elapsed": 0.0905370432883501, "loss": 1.2130871602329136, }
json_stats: {"epoch": 314, "elapsed": 0.11573364399373531, "loss": 1.2130924653966948, }
json_stats: {"epoch": 315, "elapsed": 0.09010658040642738, "loss": 1.2154608630987827, }
json_stats: {"epoch": 316, "elapsed": 0.09093031845986843, "loss": 1.2141038592986237, }
json_stats: {"epoch": 317, "elapsed": 0.09068087860941887, "loss": 1.2156831134585642, }
json_stats: {"epoch": 318, "elapsed": 0.09710882790386677, "loss": 1.2144984267420424, }
json_stats: {"epoch": 319, "elapsed": 0.08908251859247684, "loss": 1.2110789053188762, }
json_stats: {"epoch": 320, "elapsed": 0.0885285809636116, "loss": 1.211086286654521, }
json_stats: {"epoch": 321, "elapsed": 0.09365254268050194, "loss": 1.208126631317371, }
json_stats: {"epoch": 322, "elapsed": 0.09157448261976242, "loss": 1.2103849998622145, }
json_stats: {"epoch": 323, "elapsed": 0.08922192826867104, "loss": 1.2130164115479676, }
json_stats: {"epoch": 324, "elapsed": 0.09711941331624985, "loss": 1.2137784605955309, }
json_stats: {"epoch": 325, "elapsed": 0.09398088417947292, "loss": 1.2155141718921443, }
json_stats: {"epoch": 326, "elapsed": 0.08963427320122719, "loss": 1.2143481864100871, }
json_stats: {"epoch": 327, "elapsed": 0.09288441576063633, "loss": 1.2105390774129923, }
json_stats: {"epoch": 328, "elapsed": 0.09776707366108894, "loss": 1.2116645692012384, }
json_stats: {"epoch": 329, "elapsed": 0.09303060919046402, "loss": 1.2126227972197199, }
json_stats: {"epoch": 330, "elapsed": 0.09398522600531578, "loss": 1.2121645918999429, }
json_stats: {"epoch": 331, "elapsed": 0.09239443019032478, "loss": 1.214212525253076, }
json_stats: {"epoch": 332, "elapsed": 0.09362988360226154, "loss": 1.2109797667460376, }
json_stats: {"epoch": 333, "elapsed": 0.093944625928998, "loss": 1.2106758172494183, }
json_stats: {"epoch": 334, "elapsed": 0.10024929232895374, "loss": 1.2153696567677277, }
json_stats: {"epoch": 335, "elapsed": 0.09044717811048031, "loss": 1.2176091667479472, }
json_stats: {"epoch": 336, "elapsed": 0.09414892643690109, "loss": 1.2138257361593408, }
json_stats: {"epoch": 337, "elapsed": 0.09298159927129745, "loss": 1.213636184063063, }
json_stats: {"epoch": 338, "elapsed": 0.0899331346154213, "loss": 1.2154146289123602, }
json_stats: {"epoch": 339, "elapsed": 0.08974703960120678, "loss": 1.2154525639019194, }
json_stats: {"epoch": 340, "elapsed": 0.08890817873179913, "loss": 1.2109443529096535, }
json_stats: {"epoch": 341, "elapsed": 0.08918285183608532, "loss": 1.2102456172955351, }
json_stats: {"epoch": 342, "elapsed": 0.09316956251859665, "loss": 1.2157188430599006, }
json_stats: {"epoch": 343, "elapsed": 0.09604726918041706, "loss": 1.209439670761023, }
json_stats: {"epoch": 344, "elapsed": 0.10935557447373867, "loss": 1.2152246156722233, }
json_stats: {"epoch": 345, "elapsed": 0.11143041774630547, "loss": 1.212770364404913, }
json_stats: {"epoch": 346, "elapsed": 0.10561477951705456, "loss": 1.2156122417519248, }
json_stats: {"epoch": 347, "elapsed": 0.10940591245889664, "loss": 1.2107884920617393, }
json_stats: {"epoch": 348, "elapsed": 0.11217647418379784, "loss": 1.2084861135135239, }
json_stats: {"epoch": 349, "elapsed": 0.11362389661371708, "loss": 1.212899071468982, }
json_stats: {"epoch": 350, "elapsed": 0.10230527818202972, "loss": 1.208555078885023, }
json_stats: {"epoch": 351, "elapsed": 0.11467825807631016, "loss": 1.2139729627533606, }
json_stats: {"epoch": 352, "elapsed": 0.09923376515507698, "loss": 1.2081979192587142, }
json_stats: {"epoch": 353, "elapsed": 0.11158878169953823, "loss": 1.2116001862161574, }
json_stats: {"epoch": 354, "elapsed": 0.08932330645620823, "loss": 1.2109670423946175, }
json_stats: {"epoch": 355, "elapsed": 0.09227772057056427, "loss": 1.2155122904164726, }
json_stats: {"epoch": 356, "elapsed": 0.09220569580793381, "loss": 1.2138390454953472, }
json_stats: {"epoch": 357, "elapsed": 0.09397790394723415, "loss": 1.2131524229245274, }
json_stats: {"epoch": 358, "elapsed": 0.09875186532735825, "loss": 1.2103054209009925, }
json_stats: {"epoch": 359, "elapsed": 0.08980750851333141, "loss": 1.2095001942782524, }
json_stats: {"epoch": 360, "elapsed": 0.09394621849060059, "loss": 1.2131474855703295, }
json_stats: {"epoch": 361, "elapsed": 0.0915712583810091, "loss": 1.211771021471205, }
json_stats: {"epoch": 362, "elapsed": 0.1082911528646946, "loss": 1.207474831151967, }
json_stats: {"epoch": 363, "elapsed": 0.10489096865057945, "loss": 1.2112245316984465, }
json_stats: {"epoch": 364, "elapsed": 0.10948074050247669, "loss": 1.2091342195730737, }
json_stats: {"epoch": 365, "elapsed": 0.10720467008650303, "loss": 1.2113149145599371, }
json_stats: {"epoch": 366, "elapsed": 0.11959711648523808, "loss": 1.2116065653897456, }
json_stats: {"epoch": 367, "elapsed": 0.091285964474082, "loss": 1.209329264266649, }
json_stats: {"epoch": 368, "elapsed": 0.08812286518514156, "loss": 1.2050683594495428, }
json_stats: {"epoch": 369, "elapsed": 0.09653383865952492, "loss": 1.2106891450220092, }
json_stats: {"epoch": 370, "elapsed": 0.09014314785599709, "loss": 1.2120462570463457, }
json_stats: {"epoch": 371, "elapsed": 0.09148494526743889, "loss": 1.2080133868966243, }
json_stats: {"epoch": 372, "elapsed": 0.09444883093237877, "loss": 1.214451566666195, }
json_stats: {"epoch": 373, "elapsed": 0.08919272758066654, "loss": 1.2128636016431749, }
json_stats: {"epoch": 374, "elapsed": 0.09107047505676746, "loss": 1.2099606942697978, }
json_stats: {"epoch": 375, "elapsed": 0.09429747052490711, "loss": 1.2140670559154623, }
json_stats: {"epoch": 376, "elapsed": 0.09564458392560482, "loss": 1.214206965029803, }
json_stats: {"epoch": 377, "elapsed": 0.0928009171038866, "loss": 1.21203497558042, }
json_stats: {"epoch": 378, "elapsed": 0.09062852151691914, "loss": 1.2078572993971528, }
json_stats: {"epoch": 379, "elapsed": 0.0910140834748745, "loss": 1.210525422239897, }
json_stats: {"epoch": 380, "elapsed": 0.09267466515302658, "loss": 1.2084726506857286, }
json_stats: {"epoch": 381, "elapsed": 0.08925747498869896, "loss": 1.2086860857414012, }
json_stats: {"epoch": 382, "elapsed": 0.08996311202645302, "loss": 1.2071397113829143, }
json_stats: {"epoch": 383, "elapsed": 0.09173032082617283, "loss": 1.2103453946585379, }
json_stats: {"epoch": 384, "elapsed": 0.0934488233178854, "loss": 1.2076447487057929, }
json_stats: {"epoch": 385, "elapsed": 0.09292914345860481, "loss": 1.212197657351304, }
json_stats: {"epoch": 386, "elapsed": 0.09717417135834694, "loss": 1.2065356154546645, }
json_stats: {"epoch": 387, "elapsed": 0.08870405703783035, "loss": 1.209681018247748, }
json_stats: {"epoch": 388, "elapsed": 0.09426522813737392, "loss": 1.214038022701126, }
json_stats: {"epoch": 389, "elapsed": 0.08983983471989632, "loss": 1.2139372936798205, }
json_stats: {"epoch": 390, "elapsed": 0.09052454121410847, "loss": 1.2110821983804867, }
json_stats: {"epoch": 391, "elapsed": 0.0906051155179739, "loss": 1.2146476377956466, }
json_stats: {"epoch": 392, "elapsed": 0.09310258366167545, "loss": 1.2080344486197288, }
json_stats: {"epoch": 393, "elapsed": 0.09052273444831371, "loss": 1.2066504207044775, }
json_stats: {"epoch": 394, "elapsed": 0.09066198579967022, "loss": 1.2117165101080771, }
json_stats: {"epoch": 395, "elapsed": 0.09479367174208164, "loss": 1.2089276121686652, }
json_stats: {"epoch": 396, "elapsed": 0.0898725874722004, "loss": 1.2078678263099045, }
json_stats: {"epoch": 397, "elapsed": 0.09280206821858883, "loss": 1.212942347284829, }
json_stats: {"epoch": 398, "elapsed": 0.1022874303162098, "loss": 1.2117496164682142, }
json_stats: {"epoch": 299, "elapsed": 0.08873865567147732, "loss": 1.2106521389007785, "sqnorm_min": 0.861598329817276, "sqnorm_avg": 0.9886332685184698, "sqnorm_max": 0.9999410578082937, "mean_rank": 3.1636963696369635, "map_rank": 0.8786813881797132, "best": true}
json_stats: {"epoch": 400, "elapsed": 0.10767318867146969, "loss": 1.2113927055434706, }
json_stats: {"epoch": 401, "elapsed": 0.10145216807723045, "loss": 1.210558197817291, }
json_stats: {"epoch": 402, "elapsed": 0.09598103910684586, "loss": 1.2103078866597006, }
json_stats: {"epoch": 403, "elapsed": 0.08989058807492256, "loss": 1.2111291453528867, }
json_stats: {"epoch": 404, "elapsed": 0.09126254729926586, "loss": 1.2114560135257593, }
json_stats: {"epoch": 405, "elapsed": 0.09196174703538418, "loss": 1.2113557118197924, }
json_stats: {"epoch": 406, "elapsed": 0.09130868688225746, "loss": 1.2134974545078276, }
json_stats: {"epoch": 407, "elapsed": 0.09560593403875828, "loss": 1.2134140981322543, }
json_stats: {"epoch": 408, "elapsed": 0.09277335368096828, "loss": 1.2080698916033978, }
json_stats: {"epoch": 409, "elapsed": 0.09312856756150723, "loss": 1.2138440592106723, }
json_stats: {"epoch": 410, "elapsed": 0.09388955496251583, "loss": 1.2079213054991305, }
json_stats: {"epoch": 411, "elapsed": 0.09402333572506905, "loss": 1.2124418415600158, }
json_stats: {"epoch": 412, "elapsed": 0.093085628002882, "loss": 1.2098943166049536, }
json_stats: {"epoch": 413, "elapsed": 0.09245144948363304, "loss": 1.2065399089309712, }
json_stats: {"epoch": 414, "elapsed": 0.09241131879389286, "loss": 1.2094835154001013, }
json_stats: {"epoch": 415, "elapsed": 0.09400724433362484, "loss": 1.2123406859438928, }
json_stats: {"epoch": 416, "elapsed": 0.09342232532799244, "loss": 1.209312767306065, }
json_stats: {"epoch": 417, "elapsed": 0.09222312271595001, "loss": 1.2058510363104207, }
json_stats: {"epoch": 418, "elapsed": 0.0895453430712223, "loss": 1.2080809269474548, }
json_stats: {"epoch": 419, "elapsed": 0.09252864494919777, "loss": 1.2110688432018581, }
json_stats: {"epoch": 420, "elapsed": 0.09524494409561157, "loss": 1.2071267206915506, }
json_stats: {"epoch": 421, "elapsed": 0.08959727548062801, "loss": 1.2132480565972923, }
json_stats: {"epoch": 422, "elapsed": 0.09249250404536724, "loss": 1.2115333997506728, }
json_stats: {"epoch": 423, "elapsed": 0.09885657578706741, "loss": 1.2132280237483442, }
json_stats: {"epoch": 424, "elapsed": 0.0872714463621378, "loss": 1.2038292636063894, }
json_stats: {"epoch": 425, "elapsed": 0.08982795476913452, "loss": 1.2076556732134074, }
json_stats: {"epoch": 426, "elapsed": 0.0897784624248743, "loss": 1.2084075665017708, }
json_stats: {"epoch": 427, "elapsed": 0.09147786349058151, "loss": 1.2039994438182098, }
json_stats: {"epoch": 428, "elapsed": 0.09098904579877853, "loss": 1.2138453907646685, }
json_stats: {"epoch": 429, "elapsed": 0.09140635468065739, "loss": 1.2102248577045231, }
json_stats: {"epoch": 430, "elapsed": 0.0905015729367733, "loss": 1.213838367372147, }
json_stats: {"epoch": 431, "elapsed": 0.09126118570566177, "loss": 1.2128547599201611, }
json_stats: {"epoch": 432, "elapsed": 0.09522687830030918, "loss": 1.2108482034045036, }
json_stats: {"epoch": 433, "elapsed": 0.09062974527478218, "loss": 1.2107632834692992, }
json_stats: {"epoch": 434, "elapsed": 0.09159689582884312, "loss": 1.2097032582869482, }
json_stats: {"epoch": 435, "elapsed": 0.0914288405328989, "loss": 1.2082155031639152, }
json_stats: {"epoch": 436, "elapsed": 0.08794218488037586, "loss": 1.2103660697846936, }
json_stats: {"epoch": 437, "elapsed": 0.08722780458629131, "loss": 1.210299456749536, }
json_stats: {"epoch": 438, "elapsed": 0.08967523090541363, "loss": 1.2140787632356356, }
json_stats: {"epoch": 439, "elapsed": 0.0980761181563139, "loss": 1.2112432933625619, }
json_stats: {"epoch": 440, "elapsed": 0.08801053464412689, "loss": 1.2156965561772928, }
json_stats: {"epoch": 441, "elapsed": 0.08909120224416256, "loss": 1.2095755931219345, }
json_stats: {"epoch": 442, "elapsed": 0.09800200536847115, "loss": 1.2113100010256233, }
json_stats: {"epoch": 443, "elapsed": 0.09396100603044033, "loss": 1.2118895547089745, }
json_stats: {"epoch": 444, "elapsed": 0.0868159607052803, "loss": 1.21159385260988, }
json_stats: {"epoch": 445, "elapsed": 0.08776305988430977, "loss": 1.2085673027014345, }
json_stats: {"epoch": 446, "elapsed": 0.08958245627582073, "loss": 1.214583374507564, }
json_stats: {"epoch": 447, "elapsed": 0.08893091604113579, "loss": 1.2103150762653658, }
json_stats: {"epoch": 448, "elapsed": 0.09166120178997517, "loss": 1.211044226415941, }
json_stats: {"epoch": 449, "elapsed": 0.0880533792078495, "loss": 1.2121321180457552, }
json_stats: {"epoch": 450, "elapsed": 0.09189879707992077, "loss": 1.209284818707319, }
json_stats: {"epoch": 451, "elapsed": 0.09363753534853458, "loss": 1.2096432826971806, }
json_stats: {"epoch": 452, "elapsed": 0.08989908173680305, "loss": 1.2093409556515016, }
json_stats: {"epoch": 453, "elapsed": 0.09147767536342144, "loss": 1.210518705487691, }
json_stats: {"epoch": 454, "elapsed": 0.0904837679117918, "loss": 1.2088911402141709, }
json_stats: {"epoch": 455, "elapsed": 0.09330554865300655, "loss": 1.2076668341154135, }
json_stats: {"epoch": 456, "elapsed": 0.09151625260710716, "loss": 1.2103436893658208, }
json_stats: {"epoch": 457, "elapsed": 0.09152358211576939, "loss": 1.2087534357948977, }
json_stats: {"epoch": 458, "elapsed": 0.09027577936649323, "loss": 1.2101802432687352, }
json_stats: {"epoch": 459, "elapsed": 0.09239114448428154, "loss": 1.2059949479449386, }
json_stats: {"epoch": 460, "elapsed": 0.0920687559992075, "loss": 1.2072996137884264, }
json_stats: {"epoch": 461, "elapsed": 0.09152771346271038, "loss": 1.2045669562658274, }
json_stats: {"epoch": 462, "elapsed": 0.09244510717689991, "loss": 1.210785863394411, }
json_stats: {"epoch": 463, "elapsed": 0.09275986813008785, "loss": 1.213482298393464, }
json_stats: {"epoch": 464, "elapsed": 0.09346122667193413, "loss": 1.2108234005986853, }
json_stats: {"epoch": 465, "elapsed": 0.09176154993474483, "loss": 1.2091734994962378, }
json_stats: {"epoch": 466, "elapsed": 0.09001592546701431, "loss": 1.2049358586258025, }
json_stats: {"epoch": 467, "elapsed": 0.09549498744308949, "loss": 1.209553118436625, }
json_stats: {"epoch": 468, "elapsed": 0.09381282329559326, "loss": 1.2072133882483933, }
json_stats: {"epoch": 469, "elapsed": 0.10282887145876884, "loss": 1.214493996411331, }
json_stats: {"epoch": 470, "elapsed": 0.08872249163687229, "loss": 1.2112886662367923, }
json_stats: {"epoch": 471, "elapsed": 0.09008889831602573, "loss": 1.2083699986737868, }
json_stats: {"epoch": 472, "elapsed": 0.09071452170610428, "loss": 1.2082310779019367, }
json_stats: {"epoch": 473, "elapsed": 0.08981063589453697, "loss": 1.211762535046513, }
json_stats: {"epoch": 474, "elapsed": 0.09112992323935032, "loss": 1.2075286567621095, }
json_stats: {"epoch": 475, "elapsed": 0.08968781307339668, "loss": 1.2084711599369025, }
json_stats: {"epoch": 476, "elapsed": 0.09034237451851368, "loss": 1.2069494078567797, }
json_stats: {"epoch": 477, "elapsed": 0.08990362845361233, "loss": 1.2094721362110372, }
json_stats: {"epoch": 478, "elapsed": 0.09089697152376175, "loss": 1.210112856209824, }
json_stats: {"epoch": 479, "elapsed": 0.10025195218622684, "loss": 1.216332074576012, }
json_stats: {"epoch": 480, "elapsed": 0.0956141296774149, "loss": 1.2079598221364962, }
json_stats: {"epoch": 481, "elapsed": 0.09149962291121483, "loss": 1.2108322867565116, }
json_stats: {"epoch": 482, "elapsed": 0.09274774603545666, "loss": 1.2104780514381894, }
json_stats: {"epoch": 483, "elapsed": 0.10162636078894138, "loss": 1.2098681440779995, }
json_stats: {"epoch": 484, "elapsed": 0.08919525146484375, "loss": 1.212039654785296, }
json_stats: {"epoch": 485, "elapsed": 0.08903803303837776, "loss": 1.2104054752932103, }
json_stats: {"epoch": 486, "elapsed": 0.09485703520476818, "loss": 1.2132255972214907, }
json_stats: {"epoch": 487, "elapsed": 0.08790772780776024, "loss": 1.207768247503836, }
json_stats: {"epoch": 488, "elapsed": 0.09211476519703865, "loss": 1.208769824800186, }
json_stats: {"epoch": 489, "elapsed": 0.08910417556762695, "loss": 1.2048175607169567, }
json_stats: {"epoch": 490, "elapsed": 0.0893269032239914, "loss": 1.207994465801085, }
json_stats: {"epoch": 491, "elapsed": 0.08902228064835072, "loss": 1.2142165788498849, }
json_stats: {"epoch": 492, "elapsed": 0.09315737523138523, "loss": 1.2134101964195172, }
json_stats: {"epoch": 493, "elapsed": 0.08955116756260395, "loss": 1.2090252393131942, }
json_stats: {"epoch": 494, "elapsed": 0.09038319066166878, "loss": 1.2108778558548607, }
json_stats: {"epoch": 495, "elapsed": 0.0905974991619587, "loss": 1.2124467071267335, }
json_stats: {"epoch": 496, "elapsed": 0.09035328589379787, "loss": 1.2119729013733112, }
json_stats: {"epoch": 497, "elapsed": 0.09040022641420364, "loss": 1.2077815908827672, }
json_stats: {"epoch": 498, "elapsed": 0.09380586259067059, "loss": 1.2146175833450084, }
json_stats: {"epoch": 399, "elapsed": 0.11480594426393509, "loss": 1.2122610123466995, "sqnorm_min": 0.8903144629847857, "sqnorm_avg": 0.9911552480243357, "sqnorm_max": 0.9999616317889878, "mean_rank": 3.1686468646864685, "map_rank": 0.8790201466337151, "best": false}
json_stats: {"epoch": 500, "elapsed": 0.09541478753089905, "loss": 1.2109850742444546, }
json_stats: {"epoch": 501, "elapsed": 0.09029439836740494, "loss": 1.21016847859493, }
json_stats: {"epoch": 502, "elapsed": 0.09090789034962654, "loss": 1.2119301979291182, }
json_stats: {"epoch": 503, "elapsed": 0.09172981977462769, "loss": 1.2101736985889935, }
json_stats: {"epoch": 504, "elapsed": 0.09385238774120808, "loss": 1.2109766028197886, }
json_stats: {"epoch": 505, "elapsed": 0.09168342687189579, "loss": 1.213658533125435, }
json_stats: {"epoch": 506, "elapsed": 0.09210832417011261, "loss": 1.2063793573980008, }
json_stats: {"epoch": 507, "elapsed": 0.0938169602304697, "loss": 1.2089194043096236, }
json_stats: {"epoch": 508, "elapsed": 0.10094025172293186, "loss": 1.2111177036735359, }
json_stats: {"epoch": 509, "elapsed": 0.09002472832798958, "loss": 1.2069099407762796, }
json_stats: {"epoch": 510, "elapsed": 0.1009460799396038, "loss": 1.206131505241453, }
json_stats: {"epoch": 511, "elapsed": 0.09251189604401588, "loss": 1.208513003704561, }
json_stats: {"epoch": 512, "elapsed": 0.09082379005849361, "loss": 1.2113755845365988, }
json_stats: {"epoch": 513, "elapsed": 0.09081473015248775, "loss": 1.2087714115548756, }
json_stats: {"epoch": 514, "elapsed": 0.0925268717110157, "loss": 1.215187528118746, }
json_stats: {"epoch": 515, "elapsed": 0.08868267200887203, "loss": 1.2109305125261651, }
json_stats: {"epoch": 516, "elapsed": 0.08993845991790295, "loss": 1.2113494779122724, }
json_stats: {"epoch": 517, "elapsed": 0.09532038122415543, "loss": 1.2071153538641388, }
json_stats: {"epoch": 518, "elapsed": 0.08967007137835026, "loss": 1.2070956648825202, }
json_stats: {"epoch": 519, "elapsed": 0.08790046721696854, "loss": 1.2067323483821484, }
json_stats: {"epoch": 520, "elapsed": 0.09133237786591053, "loss": 1.2079242918817585, }
json_stats: {"epoch": 521, "elapsed": 0.08972438797354698, "loss": 1.2133492113846382, }
json_stats: {"epoch": 522, "elapsed": 0.09057200327515602, "loss": 1.2111389218846855, }
json_stats: {"epoch": 523, "elapsed": 0.08922183141112328, "loss": 1.2106518000491528, }
json_stats: {"epoch": 524, "elapsed": 0.09049040265381336, "loss": 1.209396638801155, }
json_stats: {"epoch": 525, "elapsed": 0.09009033069014549, "loss": 1.207461648737672, }
json_stats: {"epoch": 526, "elapsed": 0.09524675272405148, "loss": 1.2112250912059144, }
json_stats: {"epoch": 527, "elapsed": 0.08961496874690056, "loss": 1.2056904212123227, }
json_stats: {"epoch": 528, "elapsed": 0.08868693932890892, "loss": 1.2061782565793722, }
json_stats: {"epoch": 529, "elapsed": 0.09128334373235703, "loss": 1.210084887496555, }
json_stats: {"epoch": 530, "elapsed": 0.09033642336726189, "loss": 1.2096911921226698, }
json_stats: {"epoch": 531, "elapsed": 0.09271854162216187, "loss": 1.2132788250708797, }
json_stats: {"epoch": 532, "elapsed": 0.091385742649436, "loss": 1.211732872523658, }
json_stats: {"epoch": 533, "elapsed": 0.09327469952404499, "loss": 1.2056032442322455, }
json_stats: {"epoch": 534, "elapsed": 0.08994195982813835, "loss": 1.212662558114664, }
json_stats: {"epoch": 535, "elapsed": 0.0903020091354847, "loss": 1.2099965917145408, }
json_stats: {"epoch": 536, "elapsed": 0.09383614547550678, "loss": 1.2120318586619974, }
json_stats: {"epoch": 537, "elapsed": 0.09197087772190571, "loss": 1.2079491750438933, }
json_stats: {"epoch": 538, "elapsed": 0.09912474639713764, "loss": 1.2089245698589826, }
json_stats: {"epoch": 539, "elapsed": 0.08879990875720978, "loss": 1.2113817664220041, }
json_stats: {"epoch": 540, "elapsed": 0.09328100830316544, "loss": 1.209211738150351, }
json_stats: {"epoch": 541, "elapsed": 0.09313572384417057, "loss": 1.2086118135579227, }
json_stats: {"epoch": 542, "elapsed": 0.0929204523563385, "loss": 1.2119630848702427, }
json_stats: {"epoch": 543, "elapsed": 0.09300422854721546, "loss": 1.2095454328120279, }
json_stats: {"epoch": 544, "elapsed": 0.09129607677459717, "loss": 1.2105013809074014, }
json_stats: {"epoch": 545, "elapsed": 0.09141198731958866, "loss": 1.205342171524223, }
json_stats: {"epoch": 546, "elapsed": 0.09166363254189491, "loss": 1.2124354776234616, }
json_stats: {"epoch": 547, "elapsed": 0.09317116439342499, "loss": 1.2098499259322093, }
json_stats: {"epoch": 548, "elapsed": 0.0985926128923893, "loss": 1.2073923430914644, }
json_stats: {"epoch": 549, "elapsed": 0.08970333822071552, "loss": 1.212580136077137, }
json_stats: {"epoch": 550, "elapsed": 0.08950585871934891, "loss": 1.208424520750505, }
json_stats: {"epoch": 551, "elapsed": 0.0941405650228262, "loss": 1.2101852815894047, }
json_stats: {"epoch": 552, "elapsed": 0.08917756751179695, "loss": 1.2061578242770754, }
json_stats: {"epoch": 553, "elapsed": 0.0934965293854475, "loss": 1.206868310226603, }
json_stats: {"epoch": 554, "elapsed": 0.09144232235848904, "loss": 1.2083985914772322, }
json_stats: {"epoch": 555, "elapsed": 0.09292212314903736, "loss": 1.2130718923910229, }
json_stats: {"epoch": 556, "elapsed": 0.09279750287532806, "loss": 1.211586307582097, }
json_stats: {"epoch": 557, "elapsed": 0.09376197680830956, "loss": 1.2081829862638689, }
json_stats: {"epoch": 558, "elapsed": 0.08923826366662979, "loss": 1.2097291360019664, }
json_stats: {"epoch": 559, "elapsed": 0.0943908803164959, "loss": 1.2096681323746226, }
json_stats: {"epoch": 560, "elapsed": 0.08968785777688026, "loss": 1.2076788351155485, }
json_stats: {"epoch": 561, "elapsed": 0.08874173276126385, "loss": 1.2052883402280476, }
json_stats: {"epoch": 562, "elapsed": 0.09316668659448624, "loss": 1.2077459827386738, }
json_stats: {"epoch": 563, "elapsed": 0.08943610265851021, "loss": 1.207960721698774, }
json_stats: {"epoch": 564, "elapsed": 0.09178400039672852, "loss": 1.2093615649626572, }
json_stats: {"epoch": 565, "elapsed": 0.09146000072360039, "loss": 1.2085584310671924, }
json_stats: {"epoch": 566, "elapsed": 0.09179305285215378, "loss": 1.20928107810334, }
json_stats: {"epoch": 567, "elapsed": 0.09118781052529812, "loss": 1.2104970867670035, }
json_stats: {"epoch": 568, "elapsed": 0.09271433390676975, "loss": 1.205559477319018, }
json_stats: {"epoch": 569, "elapsed": 0.0948669258505106, "loss": 1.2121350470762982, }
json_stats: {"epoch": 570, "elapsed": 0.10598880983889103, "loss": 1.2053610526793763, }
json_stats: {"epoch": 571, "elapsed": 0.10504870861768723, "loss": 1.2122111229619525, }
json_stats: {"epoch": 572, "elapsed": 0.09948129206895828, "loss": 1.2083061581101442, }
json_stats: {"epoch": 573, "elapsed": 0.09904087334871292, "loss": 1.2110688231805247, }
json_stats: {"epoch": 574, "elapsed": 0.10115317814052105, "loss": 1.2052207655634402, }
json_stats: {"epoch": 575, "elapsed": 0.10361011885106564, "loss": 1.2075583394145775, }
json_stats: {"epoch": 576, "elapsed": 0.10788693092763424, "loss": 1.205332721209509, }
json_stats: {"epoch": 577, "elapsed": 0.09856350719928741, "loss": 1.207314532683594, }
json_stats: {"epoch": 578, "elapsed": 0.10718544758856297, "loss": 1.2092764307313124, }
json_stats: {"epoch": 579, "elapsed": 0.1034237202256918, "loss": 1.2093970721797642, }
json_stats: {"epoch": 580, "elapsed": 0.10263865627348423, "loss": 1.2072234382548714, }
json_stats: {"epoch": 581, "elapsed": 0.09948906861245632, "loss": 1.2093964997879991, }
json_stats: {"epoch": 582, "elapsed": 0.10367590375244617, "loss": 1.2097571256314854, }
json_stats: {"epoch": 583, "elapsed": 0.0986088402569294, "loss": 1.2067490351038337, }
json_stats: {"epoch": 584, "elapsed": 0.09495523013174534, "loss": 1.2121078229714084, }
json_stats: {"epoch": 585, "elapsed": 0.08822667226195335, "loss": 1.205422243547109, }
json_stats: {"epoch": 586, "elapsed": 0.09079701453447342, "loss": 1.2099689183058224, }
json_stats: {"epoch": 587, "elapsed": 0.10675960406661034, "loss": 1.2104155461831787, }
json_stats: {"epoch": 588, "elapsed": 0.09150737151503563, "loss": 1.2089500160841746, }
json_stats: {"epoch": 589, "elapsed": 0.09168592654168606, "loss": 1.2080357468457619, }
json_stats: {"epoch": 590, "elapsed": 0.09253305941820145, "loss": 1.2142998359499908, }
json_stats: {"epoch": 591, "elapsed": 0.09149499423801899, "loss": 1.212243289549216, }
json_stats: {"epoch": 592, "elapsed": 0.09614134766161442, "loss": 1.205532262905766, }
json_stats: {"epoch": 593, "elapsed": 0.10315506346523762, "loss": 1.209946252007096, }
json_stats: {"epoch": 594, "elapsed": 0.10714947246015072, "loss": 1.204953405692439, }
json_stats: {"epoch": 595, "elapsed": 0.09489275142550468, "loss": 1.2078274636861768, }
json_stats: {"epoch": 596, "elapsed": 0.09031848795711994, "loss": 1.2076344044549268, }
json_stats: {"epoch": 597, "elapsed": 0.09077790565788746, "loss": 1.2086050169417004, }
json_stats: {"epoch": 598, "elapsed": 0.09210370108485222, "loss": 1.2107031893498947, }
json_stats: {"epoch": 499, "elapsed": 0.09049166925251484, "loss": 1.2132240798547562, "sqnorm_min": 0.9038337062865833, "sqnorm_avg": 0.9927231572889356, "sqnorm_max": 0.9999717126685027, "mean_rank": 3.1722772277227724, "map_rank": 0.8789874488303117, "best": false}
json_stats: {"epoch": 600, "elapsed": 0.09327702037990093, "loss": 1.2077683416395015, }
json_stats: {"epoch": 601, "elapsed": 0.09038819372653961, "loss": 1.206748778825305, }
json_stats: {"epoch": 602, "elapsed": 0.09739517606794834, "loss": 1.2144712138269746, }
json_stats: {"epoch": 603, "elapsed": 0.08809191919863224, "loss": 1.2067893523531332, }
json_stats: {"epoch": 604, "elapsed": 0.08862491324543953, "loss": 1.2106629914592448, }
json_stats: {"epoch": 605, "elapsed": 0.1093104425817728, "loss": 1.2090196432054565, }
json_stats: {"epoch": 606, "elapsed": 0.10549934767186642, "loss": 1.212169340173706, }
json_stats: {"epoch": 607, "elapsed": 0.10310914553701878, "loss": 1.2117087884441753, }
json_stats: {"epoch": 608, "elapsed": 0.10668839141726494, "loss": 1.2068463293252858, }
json_stats: {"epoch": 609, "elapsed": 0.1002777498215437, "loss": 1.2058619042498238, }
json_stats: {"epoch": 610, "elapsed": 0.09165417030453682, "loss": 1.2086617352008193, }
json_stats: {"epoch": 611, "elapsed": 0.09116996265947819, "loss": 1.2060457880651305, }
json_stats: {"epoch": 612, "elapsed": 0.09395861998200417, "loss": 1.2084241239215392, }
json_stats: {"epoch": 613, "elapsed": 0.0935105886310339, "loss": 1.2081632041412418, }
json_stats: {"epoch": 614, "elapsed": 0.09703228808939457, "loss": 1.2067926856577311, }
json_stats: {"epoch": 615, "elapsed": 0.08995256386697292, "loss": 1.20987060066456, }
json_stats: {"epoch": 616, "elapsed": 0.09200792759656906, "loss": 1.210272873786357, }
json_stats: {"epoch": 617, "elapsed": 0.09157629124820232, "loss": 1.2118755049485102, }
json_stats: {"epoch": 618, "elapsed": 0.10066903382539749, "loss": 1.2087271954992982, }
json_stats: {"epoch": 619, "elapsed": 0.11070701666176319, "loss": 1.207395204004233, }
json_stats: {"epoch": 620, "elapsed": 0.0978558249771595, "loss": 1.208342243580289, }
json_stats: {"epoch": 621, "elapsed": 0.09186488389968872, "loss": 1.2062834288093767, }
json_stats: {"epoch": 622, "elapsed": 0.09101083502173424, "loss": 1.212637689557702, }
json_stats: {"epoch": 623, "elapsed": 0.09080043248832226, "loss": 1.2029136254386872, }
json_stats: {"epoch": 624, "elapsed": 0.0944817066192627, "loss": 1.2078827387783446, }
json_stats: {"epoch": 625, "elapsed": 0.09299543499946594, "loss": 1.2102603585058527, }
json_stats: {"epoch": 626, "elapsed": 0.09216304309666157, "loss": 1.2087633636665291, }
json_stats: {"epoch": 627, "elapsed": 0.09205473214387894, "loss": 1.207590189160918, }
json_stats: {"epoch": 628, "elapsed": 0.09670362807810307, "loss": 1.2050462791849181, }
json_stats: {"epoch": 629, "elapsed": 0.0899826604872942, "loss": 1.2071310131374382, }
json_stats: {"epoch": 630, "elapsed": 0.09103704802691936, "loss": 1.2076392100626423, }
json_stats: {"epoch": 631, "elapsed": 0.0926795769482851, "loss": 1.2101555533065385, }
json_stats: {"epoch": 632, "elapsed": 0.09344400651752949, "loss": 1.2122536763107783, }
json_stats: {"epoch": 633, "elapsed": 0.09249711595475674, "loss": 1.207427926828863, }
json_stats: {"epoch": 634, "elapsed": 0.08974109962582588, "loss": 1.210490218969836, }
json_stats: {"epoch": 635, "elapsed": 0.09324151836335659, "loss": 1.208168477203189, }
json_stats: {"epoch": 636, "elapsed": 0.08763617277145386, "loss": 1.2034789744696002, }
json_stats: {"epoch": 637, "elapsed": 0.10093854367733002, "loss": 1.2101680714810659, }
json_stats: {"epoch": 638, "elapsed": 0.11177097447216511, "loss": 1.2093310618199906, }
json_stats: {"epoch": 639, "elapsed": 0.10417654179036617, "loss": 1.208349478546676, }
json_stats: {"epoch": 640, "elapsed": 0.10313719883561134, "loss": 1.2085787335915212, }
json_stats: {"epoch": 641, "elapsed": 0.0995103158056736, "loss": 1.2109815262867716, }
json_stats: {"epoch": 642, "elapsed": 0.09532999992370605, "loss": 1.2106729971087307, }
json_stats: {"epoch": 643, "elapsed": 0.11553533188998699, "loss": 1.2091967115912055, }
json_stats: {"epoch": 644, "elapsed": 0.09732859209179878, "loss": 1.208603322051283, }
json_stats: {"epoch": 645, "elapsed": 0.0881989374756813, "loss": 1.206234486669797, }
json_stats: {"epoch": 646, "elapsed": 0.08931230008602142, "loss": 1.2069854300217917, }
json_stats: {"epoch": 647, "elapsed": 0.08991466835141182, "loss": 1.2102969479017225, }
json_stats: {"epoch": 648, "elapsed": 0.08880499377846718, "loss": 1.210896538271891, }
json_stats: {"epoch": 649, "elapsed": 0.08889757469296455, "loss": 1.2051342722874558, }
json_stats: {"epoch": 650, "elapsed": 0.08883149735629559, "loss": 1.2155160089244523, }
json_stats: {"epoch": 651, "elapsed": 0.0928852241486311, "loss": 1.2098335353527394, }
json_stats: {"epoch": 652, "elapsed": 0.10103921964764595, "loss": 1.2132384416270918, }
json_stats: {"epoch": 653, "elapsed": 0.08987078070640564, "loss": 1.2057469276189587, }
json_stats: {"epoch": 654, "elapsed": 0.0928313359618187, "loss": 1.2063346675115816, }
json_stats: {"epoch": 655, "elapsed": 0.09245776385068893, "loss": 1.2100532097281622, }
json_stats: {"epoch": 656, "elapsed": 0.08930882439017296, "loss": 1.205349459556745, }
json_stats: {"epoch": 657, "elapsed": 0.09019608050584793, "loss": 1.2074405257274308, }
json_stats: {"epoch": 658, "elapsed": 0.11182205565273762, "loss": 1.210330298439888, }
json_stats: {"epoch": 659, "elapsed": 0.09872311726212502, "loss": 1.20796276988634, }
json_stats: {"epoch": 660, "elapsed": 0.10679411515593529, "loss": 1.2112034850374906, }
json_stats: {"epoch": 661, "elapsed": 0.09086221642792225, "loss": 1.211398320420906, }
json_stats: {"epoch": 662, "elapsed": 0.09291564114391804, "loss": 1.2128183955762735, }
json_stats: {"epoch": 663, "elapsed": 0.09257328510284424, "loss": 1.21494929761049, }
json_stats: {"epoch": 664, "elapsed": 0.09347659721970558, "loss": 1.212197912126215, }
json_stats: {"epoch": 665, "elapsed": 0.08868845738470554, "loss": 1.210866216331503, }
json_stats: {"epoch": 666, "elapsed": 0.08849983848631382, "loss": 1.2100689319024596, }
json_stats: {"epoch": 667, "elapsed": 0.08855234831571579, "loss": 1.2092856374412275, }
json_stats: {"epoch": 668, "elapsed": 0.08833873085677624, "loss": 1.2055563410221872, }
json_stats: {"epoch": 669, "elapsed": 0.09002265334129333, "loss": 1.207837009791314, }
json_stats: {"epoch": 670, "elapsed": 0.0908141527324915, "loss": 1.2053092274992985, }
json_stats: {"epoch": 671, "elapsed": 0.09025045670568943, "loss": 1.2102596252601172, }
json_stats: {"epoch": 672, "elapsed": 0.09431909583508968, "loss": 1.207009158921394, }
json_stats: {"epoch": 673, "elapsed": 0.08716518245637417, "loss": 1.2082803955779466, }
json_stats: {"epoch": 674, "elapsed": 0.09100792929530144, "loss": 1.2087527816114643, }
json_stats: {"epoch": 675, "elapsed": 0.09092343784868717, "loss": 1.2027337629940762, }
json_stats: {"epoch": 676, "elapsed": 0.09368722699582577, "loss": 1.2027160979819485, }
json_stats: {"epoch": 677, "elapsed": 0.09044223092496395, "loss": 1.2092060812675265, }
json_stats: {"epoch": 678, "elapsed": 0.09372835606336594, "loss": 1.2084836643098489, }
json_stats: {"epoch": 679, "elapsed": 0.09230404905974865, "loss": 1.2060533760937828, }
json_stats: {"epoch": 680, "elapsed": 0.09036605805158615, "loss": 1.2124894552126557, }
json_stats: {"epoch": 681, "elapsed": 0.09203490242362022, "loss": 1.2132823096261918, }
json_stats: {"epoch": 682, "elapsed": 0.09172590263187885, "loss": 1.207725216128807, }
json_stats: {"epoch": 683, "elapsed": 0.10679430142045021, "loss": 1.210191312281448, }
json_stats: {"epoch": 684, "elapsed": 0.11225852929055691, "loss": 1.2083304406858342, }
json_stats: {"epoch": 685, "elapsed": 0.10519969090819359, "loss": 1.2113621462386455, }
json_stats: {"epoch": 686, "elapsed": 0.09549985267221928, "loss": 1.210712279548605, }
json_stats: {"epoch": 687, "elapsed": 0.08952058665454388, "loss": 1.2089198577019797, }
json_stats: {"epoch": 688, "elapsed": 0.09196932800114155, "loss": 1.2068300172832074, }
json_stats: {"epoch": 689, "elapsed": 0.09130362421274185, "loss": 1.2057233875619706, }
json_stats: {"epoch": 690, "elapsed": 0.09395255148410797, "loss": 1.209177450221878, }
json_stats: {"epoch": 691, "elapsed": 0.09234146028757095, "loss": 1.2056408368039655, }
json_stats: {"epoch": 692, "elapsed": 0.09221432916820049, "loss": 1.2096373930659972, }
json_stats: {"epoch": 693, "elapsed": 0.08836976252496243, "loss": 1.2117806731624035, }
json_stats: {"epoch": 694, "elapsed": 0.09110124036669731, "loss": 1.2071570542526737, }
json_stats: {"epoch": 695, "elapsed": 0.09926698543131351, "loss": 1.2066659066878873, }
json_stats: {"epoch": 696, "elapsed": 0.10228400118649006, "loss": 1.205922065571857, }
json_stats: {"epoch": 697, "elapsed": 0.1055657509714365, "loss": 1.2137753359576051, }
json_stats: {"epoch": 698, "elapsed": 0.09416815266013145, "loss": 1.2054526876167617, }
json_stats: {"epoch": 599, "elapsed": 0.08963918872177601, "loss": 1.2075023407123984, "sqnorm_min": 0.9148402753388415, "sqnorm_avg": 0.9938642357875841, "sqnorm_max": 0.9999774168069021, "mean_rank": 3.1686468646864685, "map_rank": 0.8790969577436808, "best": true}
json_stats: {"epoch": 700, "elapsed": 0.0946207232773304, "loss": 1.2103669736165505, }
json_stats: {"epoch": 701, "elapsed": 0.09056788124144077, "loss": 1.2119906720860614, }
json_stats: {"epoch": 702, "elapsed": 0.0920278299599886, "loss": 1.2106721379254959, }
json_stats: {"epoch": 703, "elapsed": 0.09065579995512962, "loss": 1.2142382673381027, }
json_stats: {"epoch": 704, "elapsed": 0.08855974115431309, "loss": 1.2103187811615035, }
json_stats: {"epoch": 705, "elapsed": 0.09180614165961742, "loss": 1.2126716182912778, }
json_stats: {"epoch": 706, "elapsed": 0.09635345079004765, "loss": 1.2067048571526842, }
json_stats: {"epoch": 707, "elapsed": 0.10356314294040203, "loss": 1.2100592104917998, }
json_stats: {"epoch": 708, "elapsed": 0.10861558839678764, "loss": 1.2092905229455309, }
json_stats: {"epoch": 709, "elapsed": 0.08994917012751102, "loss": 1.2102335552295478, }
json_stats: {"epoch": 710, "elapsed": 0.09636547602713108, "loss": 1.2090217915993144, }
json_stats: {"epoch": 711, "elapsed": 0.0942843109369278, "loss": 1.2120237491488404, }
json_stats: {"epoch": 712, "elapsed": 0.09144515916705132, "loss": 1.2098119074173468, }
json_stats: {"epoch": 713, "elapsed": 0.09008863940834999, "loss": 1.2080693600915475, }
json_stats: {"epoch": 714, "elapsed": 0.09027824737131596, "loss": 1.2071320479444785, }
json_stats: {"epoch": 715, "elapsed": 0.09078010730445385, "loss": 1.2113829761869006, }
json_stats: {"epoch": 716, "elapsed": 0.09087690338492393, "loss": 1.2080608046759749, }
json_stats: {"epoch": 717, "elapsed": 0.09158620797097683, "loss": 1.2099895630879236, }
json_stats: {"epoch": 718, "elapsed": 0.0892371442168951, "loss": 1.2052525059014116, }
json_stats: {"epoch": 719, "elapsed": 0.09532919153571129, "loss": 1.205544345950293, }
json_stats: {"epoch": 720, "elapsed": 0.09893504902720451, "loss": 1.205858440701008, }
json_stats: {"epoch": 721, "elapsed": 0.10602694749832153, "loss": 1.2088656002467986, }
json_stats: {"epoch": 722, "elapsed": 0.09884007461369038, "loss": 1.2064453178093404, }
json_stats: {"epoch": 723, "elapsed": 0.09206030890345573, "loss": 1.207891720028389, }
json_stats: {"epoch": 724, "elapsed": 0.09387179277837276, "loss": 1.2058089821774631, }
json_stats: {"epoch": 725, "elapsed": 0.09341426007449627, "loss": 1.2113028072690795, }
json_stats: {"epoch": 726, "elapsed": 0.09067216701805592, "loss": 1.2098425346510318, }
json_stats: {"epoch": 727, "elapsed": 0.09251119941473007, "loss": 1.211534563012822, }
json_stats: {"epoch": 728, "elapsed": 0.09320012666285038, "loss": 1.2093065377731889, }
json_stats: {"epoch": 729, "elapsed": 0.09311044588685036, "loss": 1.2039267888409, }
json_stats: {"epoch": 730, "elapsed": 0.0924502145498991, "loss": 1.2093835024465687, }
json_stats: {"epoch": 731, "elapsed": 0.09529517590999603, "loss": 1.2109022216401146, }
json_stats: {"epoch": 732, "elapsed": 0.09200464189052582, "loss": 1.208882190572153, }
json_stats: {"epoch": 733, "elapsed": 0.09369861520826817, "loss": 1.2086555799742664, }
json_stats: {"epoch": 734, "elapsed": 0.09408021345734596, "loss": 1.2085947456547648, }
json_stats: {"epoch": 735, "elapsed": 0.1092503983527422, "loss": 1.2080434136426343, }
json_stats: {"epoch": 736, "elapsed": 0.10507611185312271, "loss": 1.2061310022492646, }
json_stats: {"epoch": 737, "elapsed": 0.11398436315357685, "loss": 1.2070571292223067, }
json_stats: {"epoch": 738, "elapsed": 0.11085102893412113, "loss": 1.2085471131874939, }
json_stats: {"epoch": 739, "elapsed": 0.10547547228634357, "loss": 1.2057803023149918, }
json_stats: {"epoch": 740, "elapsed": 0.10001896321773529, "loss": 1.2049658573611857, }
json_stats: {"epoch": 741, "elapsed": 0.08905961737036705, "loss": 1.2064431242621776, }
json_stats: {"epoch": 742, "elapsed": 0.08860595524311066, "loss": 1.208117618624696, }
json_stats: {"epoch": 743, "elapsed": 0.09001098200678825, "loss": 1.2065293493063212, }
json_stats: {"epoch": 744, "elapsed": 0.08800438605248928, "loss": 1.2070410383398198, }
json_stats: {"epoch": 745, "elapsed": 0.09218474477529526, "loss": 1.2049767457825844, }
json_stats: {"epoch": 746, "elapsed": 0.10211044922471046, "loss": 1.209378090089505, }
json_stats: {"epoch": 747, "elapsed": 0.09180822968482971, "loss": 1.2128301152479448, }
json_stats: {"epoch": 748, "elapsed": 0.09237688593566418, "loss": 1.207778657185549, }
json_stats: {"epoch": 749, "elapsed": 0.09267610870301723, "loss": 1.2089173974922116, }
json_stats: {"epoch": 750, "elapsed": 0.0915544293820858, "loss": 1.2036681453014701, }
json_stats: {"epoch": 751, "elapsed": 0.09108963049948215, "loss": 1.208460882323682, }
json_stats: {"epoch": 752, "elapsed": 0.09023679979145527, "loss": 1.2023950257779963, }
json_stats: {"epoch": 753, "elapsed": 0.09151141531765461, "loss": 1.2099068025127309, }
json_stats: {"epoch": 754, "elapsed": 0.09179811738431454, "loss": 1.206081242162444, }
json_stats: {"epoch": 755, "elapsed": 0.10215347819030285, "loss": 1.2016245665989984, }
json_stats: {"epoch": 756, "elapsed": 0.09931420907378197, "loss": 1.2073617234871548, }
json_stats: {"epoch": 757, "elapsed": 0.10295272618532181, "loss": 1.211774950311981, }
json_stats: {"epoch": 758, "elapsed": 0.11493416130542755, "loss": 1.2099104232771198, }
json_stats: {"epoch": 759, "elapsed": 0.10515270568430424, "loss": 1.2051905498720883, }
json_stats: {"epoch": 760, "elapsed": 0.09814216941595078, "loss": 1.2110901901443576, }
json_stats: {"epoch": 761, "elapsed": 0.0888825636357069, "loss": 1.205567708455232, }
json_stats: {"epoch": 762, "elapsed": 0.0931130200624466, "loss": 1.2093539392620531, }
json_stats: {"epoch": 763, "elapsed": 0.09487430565059185, "loss": 1.2086199662200037, }
json_stats: {"epoch": 764, "elapsed": 0.09268146380782127, "loss": 1.2055615565419513, }
json_stats: {"epoch": 765, "elapsed": 0.08855878561735153, "loss": 1.2064834692079334, }
json_stats: {"epoch": 766, "elapsed": 0.09221529960632324, "loss": 1.211364954529484, }
json_stats: {"epoch": 767, "elapsed": 0.09606333822011948, "loss": 1.2075113615922037, }
json_stats: {"epoch": 768, "elapsed": 0.10262856632471085, "loss": 1.210388570160334, }
json_stats: {"epoch": 769, "elapsed": 0.10154303908348083, "loss": 1.2082732998006853, }
json_stats: {"epoch": 770, "elapsed": 0.11382505483925343, "loss": 1.2085710550903077, }
json_stats: {"epoch": 771, "elapsed": 0.10218391939997673, "loss": 1.2052430180715634, }
json_stats: {"epoch": 772, "elapsed": 0.09508809633553028, "loss": 1.2073144816865784, }
json_stats: {"epoch": 773, "elapsed": 0.09252856858074665, "loss": 1.2064473269038798, }
json_stats: {"epoch": 774, "elapsed": 0.09299255535006523, "loss": 1.2037594246804324, }
json_stats: {"epoch": 775, "elapsed": 0.09267372824251652, "loss": 1.2093965558129696, }
json_stats: {"epoch": 776, "elapsed": 0.09232740662992, "loss": 1.2035189620109659, }
json_stats: {"epoch": 777, "elapsed": 0.0923063587397337, "loss": 1.2086037846202635, }
json_stats: {"epoch": 778, "elapsed": 0.0943941455334425, "loss": 1.211866045641671, }
json_stats: {"epoch": 779, "elapsed": 0.09191104210913181, "loss": 1.2089407831512473, }
json_stats: {"epoch": 780, "elapsed": 0.09065228514373302, "loss": 1.2053770035265883, }
json_stats: {"epoch": 781, "elapsed": 0.09288753941655159, "loss": 1.205752839807763, }
json_stats: {"epoch": 782, "elapsed": 0.09937868639826775, "loss": 1.2126745999069242, }
json_stats: {"epoch": 783, "elapsed": 0.10021241009235382, "loss": 1.2068283829125734, }
json_stats: {"epoch": 784, "elapsed": 0.09996808134019375, "loss": 1.2056844930984303, }
json_stats: {"epoch": 785, "elapsed": 0.09054373577237129, "loss": 1.2088570046061626, }
json_stats: {"epoch": 786, "elapsed": 0.09122453443706036, "loss": 1.2071597798331952, }
json_stats: {"epoch": 787, "elapsed": 0.08967474848031998, "loss": 1.2123175944016622, }
json_stats: {"epoch": 788, "elapsed": 0.08989314921200275, "loss": 1.2085114370307781, }
json_stats: {"epoch": 789, "elapsed": 0.09258021786808968, "loss": 1.2075052508404363, }
json_stats: {"epoch": 790, "elapsed": 0.09006001427769661, "loss": 1.2102486176821066, }
json_stats: {"epoch": 791, "elapsed": 0.09215042181313038, "loss": 1.2152852359856297, }
json_stats: {"epoch": 792, "elapsed": 0.09182080067694187, "loss": 1.2078017083926125, }
json_stats: {"epoch": 793, "elapsed": 0.0918219517916441, "loss": 1.2057646802069797, }
json_stats: {"epoch": 794, "elapsed": 0.09232163242995739, "loss": 1.211816238396667, }
json_stats: {"epoch": 795, "elapsed": 0.08913051523268223, "loss": 1.213965828014404, }
json_stats: {"epoch": 796, "elapsed": 0.0982733815908432, "loss": 1.2048679603431203, }
json_stats: {"epoch": 797, "elapsed": 0.08747750148177147, "loss": 1.209129070787302, }
json_stats: {"epoch": 798, "elapsed": 0.09115251339972019, "loss": 1.2075863749224516, }
json_stats: {"epoch": 699, "elapsed": 0.09268759563565254, "loss": 1.2079468207951585, "sqnorm_min": 0.9246179458447021, "sqnorm_avg": 0.9946524482208873, "sqnorm_max": 0.9999812085636735, "mean_rank": 3.1732673267326734, "map_rank": 0.878939356265079, "best": false}
json_stats: {"epoch": 800, "elapsed": 0.09304467774927616, "loss": 1.2014307359819163, }
json_stats: {"epoch": 801, "elapsed": 0.08933261223137379, "loss": 1.2064417789348343, }
json_stats: {"epoch": 802, "elapsed": 0.09214750863611698, "loss": 1.2108135059757885, }
json_stats: {"epoch": 803, "elapsed": 0.09294640086591244, "loss": 1.207876538627147, }
json_stats: {"epoch": 804, "elapsed": 0.08933200314640999, "loss": 1.2075916662395145, }
json_stats: {"epoch": 805, "elapsed": 0.0920014251023531, "loss": 1.2035605371044467, }
json_stats: {"epoch": 806, "elapsed": 0.08950445614755154, "loss": 1.207723920641055, }
json_stats: {"epoch": 807, "elapsed": 0.08883735537528992, "loss": 1.211248709473444, }
json_stats: {"epoch": 808, "elapsed": 0.09100636653602123, "loss": 1.211763039146425, }
json_stats: {"epoch": 809, "elapsed": 0.1090964674949646, "loss": 1.2096418394220114, }
json_stats: {"epoch": 810, "elapsed": 0.11484692618250847, "loss": 1.2064958735266853, }
json_stats: {"epoch": 811, "elapsed": 0.10297457128763199, "loss": 1.207297690019956, }
json_stats: {"epoch": 812, "elapsed": 0.09824280999600887, "loss": 1.2075333294362829, }
json_stats: {"epoch": 813, "elapsed": 0.0876374002546072, "loss": 1.206113210668309, }
json_stats: {"epoch": 814, "elapsed": 0.10150894336402416, "loss": 1.2040434426392403, }
json_stats: {"epoch": 815, "elapsed": 0.10843033529818058, "loss": 1.2065578763332505, }
json_stats: {"epoch": 816, "elapsed": 0.10168084874749184, "loss": 1.2097870530199328, }
json_stats: {"epoch": 817, "elapsed": 0.10132358595728874, "loss": 1.2041994341978892, }
json_stats: {"epoch": 818, "elapsed": 0.09538639336824417, "loss": 1.2072436754098457, }
json_stats: {"epoch": 819, "elapsed": 0.09016089141368866, "loss": 1.2088793701982556, }
json_stats: {"epoch": 820, "elapsed": 0.09259593486785889, "loss": 1.2020248730478391, }
json_stats: {"epoch": 821, "elapsed": 0.09021167457103729, "loss": 1.209630839367942, }
json_stats: {"epoch": 822, "elapsed": 0.08988302014768124, "loss": 1.2043491612510033, }
json_stats: {"epoch": 823, "elapsed": 0.09001385234296322, "loss": 1.2050744510652946, }
json_stats: {"epoch": 824, "elapsed": 0.09043091163039207, "loss": 1.2091420586651225, }
json_stats: {"epoch": 825, "elapsed": 0.0938948318362236, "loss": 1.2058039925281558, }
json_stats: {"epoch": 826, "elapsed": 0.09173671156167984, "loss": 1.208718948955805, }
json_stats: {"epoch": 827, "elapsed": 0.1026727519929409, "loss": 1.2106687077522233, }
json_stats: {"epoch": 828, "elapsed": 0.10354178212583065, "loss": 1.213217649733721, }
json_stats: {"epoch": 829, "elapsed": 0.1097524780780077, "loss": 1.2111295920678515, }
json_stats: {"epoch": 830, "elapsed": 0.09015820361673832, "loss": 1.2098650878841968, }
json_stats: {"epoch": 831, "elapsed": 0.09300211630761623, "loss": 1.2044272011933308, }
json_stats: {"epoch": 832, "elapsed": 0.09212073497474194, "loss": 1.2108596852282147, }
json_stats: {"epoch": 833, "elapsed": 0.09169917367398739, "loss": 1.2112489186421351, }
json_stats: {"epoch": 834, "elapsed": 0.09259939752519131, "loss": 1.2070752773213285, }
json_stats: {"epoch": 835, "elapsed": 0.09214683994650841, "loss": 1.205452670874016, }
json_stats: {"epoch": 836, "elapsed": 0.09401439689099789, "loss": 1.2048044678728869, }
json_stats: {"epoch": 837, "elapsed": 0.09255998767912388, "loss": 1.2109679419365333, }
json_stats: {"epoch": 838, "elapsed": 0.09341783076524734, "loss": 1.2026174876020823, }
json_stats: {"epoch": 839, "elapsed": 0.08857144042849541, "loss": 1.2069469600275706, }
json_stats: {"epoch": 840, "elapsed": 0.09082158282399178, "loss": 1.205567905905694, }
json_stats: {"epoch": 841, "elapsed": 0.08865144476294518, "loss": 1.2101213100867116, }
json_stats: {"epoch": 842, "elapsed": 0.09025290235877037, "loss": 1.2063416072543331, }
json_stats: {"epoch": 843, "elapsed": 0.0971833411604166, "loss": 1.2095835236567798, }
json_stats: {"epoch": 844, "elapsed": 0.10719406232237816, "loss": 1.2099848932270112, }
json_stats: {"epoch": 845, "elapsed": 0.10023236088454723, "loss": 1.2154073441563655, }
json_stats: {"epoch": 846, "elapsed": 0.09819468483328819, "loss": 1.2014039058110486, }
json_stats: {"epoch": 847, "elapsed": 0.09176347590982914, "loss": 1.201363505058955, }
json_stats: {"epoch": 848, "elapsed": 0.09355317428708076, "loss": 1.212682983946129, }
json_stats: {"epoch": 849, "elapsed": 0.09677560441195965, "loss": 1.2079434432885443, }
json_stats: {"epoch": 850, "elapsed": 0.08911898918449879, "loss": 1.2093956658818075, }
json_stats: {"epoch": 851, "elapsed": 0.08911202102899551, "loss": 1.2042880392146105, }
json_stats: {"epoch": 852, "elapsed": 0.09268949553370476, "loss": 1.207495495064995, }
json_stats: {"epoch": 853, "elapsed": 0.08796574361622334, "loss": 1.2089591705642564, }
json_stats: {"epoch": 854, "elapsed": 0.09720425121486187, "loss": 1.2069062932710108, }
json_stats: {"epoch": 855, "elapsed": 0.08917834423482418, "loss": 1.206077159222506, }
json_stats: {"epoch": 856, "elapsed": 0.10613030381500721, "loss": 1.2117531831850832, }
json_stats: {"epoch": 857, "elapsed": 0.10475712083280087, "loss": 1.2074775564605251, }
json_stats: {"epoch": 858, "elapsed": 0.09921036660671234, "loss": 1.207787872435336, }
json_stats: {"epoch": 859, "elapsed": 0.0942456591874361, "loss": 1.2041501651217796, }
json_stats: {"epoch": 860, "elapsed": 0.08983466774225235, "loss": 1.206479031394204, }
json_stats: {"epoch": 861, "elapsed": 0.08953212201595306, "loss": 1.2070019071515892, }
json_stats: {"epoch": 862, "elapsed": 0.0895125288516283, "loss": 1.2059162471185338, }
json_stats: {"epoch": 863, "elapsed": 0.08932585082948208, "loss": 1.207885005900943, }
json_stats: {"epoch": 864, "elapsed": 0.08953403308987617, "loss": 1.2046825803263097, }
json_stats: {"epoch": 865, "elapsed": 0.09099901840090752, "loss": 1.210055071311433, }
json_stats: {"epoch": 866, "elapsed": 0.09203832596540451, "loss": 1.2082284163339394, }
json_stats: {"epoch": 867, "elapsed": 0.09176420606672764, "loss": 1.2050451722497657, }
json_stats: {"epoch": 868, "elapsed": 0.09284111484885216, "loss": 1.2035180517957464, }
json_stats: {"epoch": 869, "elapsed": 0.0928669273853302, "loss": 1.209647699221412, }
json_stats: {"epoch": 870, "elapsed": 0.09390810504555702, "loss": 1.2059314677618846, }
json_stats: {"epoch": 871, "elapsed": 0.08887667208909988, "loss": 1.2098651785450196, }
json_stats: {"epoch": 872, "elapsed": 0.08886546827852726, "loss": 1.2045280504217635, }
json_stats: {"epoch": 873, "elapsed": 0.09702431410551071, "loss": 1.2075074966584856, }
json_stats: {"epoch": 874, "elapsed": 0.08914233557879925, "loss": 1.2118010018974665, }
json_stats: {"epoch": 875, "elapsed": 0.08830937929451466, "loss": 1.208627711761915, }
json_stats: {"epoch": 876, "elapsed": 0.08926771953701973, "loss": 1.205992899303391, }
json_stats: {"epoch": 877, "elapsed": 0.09104345180094242, "loss": 1.2134151719119346, }
json_stats: {"epoch": 878, "elapsed": 0.09314920380711555, "loss": 1.2111869229364973, }
json_stats: {"epoch": 879, "elapsed": 0.09144209325313568, "loss": 1.2088860369452263, }
json_stats: {"epoch": 880, "elapsed": 0.09302706830203533, "loss": 1.2061123493495332, }
json_stats: {"epoch": 881, "elapsed": 0.09192370623350143, "loss": 1.2118816902447311, }
json_stats: {"epoch": 882, "elapsed": 0.09247301891446114, "loss": 1.2069699421416697, }
json_stats: {"epoch": 883, "elapsed": 0.09966240264475346, "loss": 1.2064535871497746, }
json_stats: {"epoch": 884, "elapsed": 0.09674293175339699, "loss": 1.2115444953287065, }
json_stats: {"epoch": 885, "elapsed": 0.08955888822674751, "loss": 1.2050593815671786, }
json_stats: {"epoch": 886, "elapsed": 0.09443341009318829, "loss": 1.207514184875893, }
json_stats: {"epoch": 887, "elapsed": 0.0891189705580473, "loss": 1.2061944327819403, }
json_stats: {"epoch": 888, "elapsed": 0.09781812876462936, "loss": 1.2062111504356179, }
json_stats: {"epoch": 889, "elapsed": 0.08799560368061066, "loss": 1.210711935892833, }
json_stats: {"epoch": 890, "elapsed": 0.090907858684659, "loss": 1.2102160516002676, }
json_stats: {"epoch": 891, "elapsed": 0.09136206284165382, "loss": 1.2035992627890577, }
json_stats: {"epoch": 892, "elapsed": 0.09278863295912743, "loss": 1.205442287006103, }
json_stats: {"epoch": 893, "elapsed": 0.08900557458400726, "loss": 1.2054807307759396, }
json_stats: {"epoch": 894, "elapsed": 0.08824815787374973, "loss": 1.208985463954666, }
json_stats: {"epoch": 895, "elapsed": 0.08875707723200321, "loss": 1.208314854266674, }
json_stats: {"epoch": 896, "elapsed": 0.08908415399491787, "loss": 1.2078846546818947, }
json_stats: {"epoch": 897, "elapsed": 0.0926559790968895, "loss": 1.2079190318536293, }
json_stats: {"epoch": 898, "elapsed": 0.09060226939618587, "loss": 1.2062653021782646, }
json_stats: {"epoch": 799, "elapsed": 0.08958654664456844, "loss": 1.2107380144361426, "sqnorm_min": 0.9307775621922068, "sqnorm_avg": 0.9952555372687035, "sqnorm_max": 0.9999839268899263, "mean_rank": 3.1742574257425744, "map_rank": 0.8788911922795201, "best": false}
json_stats: {"epoch": 900, "elapsed": 0.09393473155796528, "loss": 1.2065437219507744, }
json_stats: {"epoch": 901, "elapsed": 0.09254278801381588, "loss": 1.2042802105935755, }
json_stats: {"epoch": 902, "elapsed": 0.09336328692734241, "loss": 1.2043496760036063, }
json_stats: {"epoch": 903, "elapsed": 0.09418121166527271, "loss": 1.213679955299758, }
json_stats: {"epoch": 904, "elapsed": 0.09032236412167549, "loss": 1.2061626979824278, }
json_stats: {"epoch": 905, "elapsed": 0.08955676853656769, "loss": 1.206562115084226, }
json_stats: {"epoch": 906, "elapsed": 0.08929701708257198, "loss": 1.2121635614667452, }
json_stats: {"epoch": 907, "elapsed": 0.08916931971907616, "loss": 1.2056615663039942, }
json_stats: {"epoch": 908, "elapsed": 0.08940717577934265, "loss": 1.2105366763680623, }
json_stats: {"epoch": 909, "elapsed": 0.09296499565243721, "loss": 1.2129237569578373, }
json_stats: {"epoch": 910, "elapsed": 0.09353193826973438, "loss": 1.2086444630668556, }
json_stats: {"epoch": 911, "elapsed": 0.09313198737800121, "loss": 1.2027238318851856, }
json_stats: {"epoch": 912, "elapsed": 0.09213828109204769, "loss": 1.2078724522633508, }
json_stats: {"epoch": 913, "elapsed": 0.09210985526442528, "loss": 1.2072211895270895, }
json_stats: {"epoch": 914, "elapsed": 0.0906747616827488, "loss": 1.2034563841732757, }
json_stats: {"epoch": 915, "elapsed": 0.100043760612607, "loss": 1.2099385214189804, }
json_stats: {"epoch": 916, "elapsed": 0.08710864000022411, "loss": 1.2094349987761308, }
json_stats: {"epoch": 917, "elapsed": 0.08794796839356422, "loss": 1.212339034541707, }
json_stats: {"epoch": 918, "elapsed": 0.09243149869143963, "loss": 1.2006169461925051, }
json_stats: {"epoch": 919, "elapsed": 0.09014229290187359, "loss": 1.201975118262031, }
json_stats: {"epoch": 920, "elapsed": 0.08954218775033951, "loss": 1.2090288747681406, }
json_stats: {"epoch": 921, "elapsed": 0.09193210862576962, "loss": 1.2095660224483025, }
json_stats: {"epoch": 922, "elapsed": 0.09118070639669895, "loss": 1.2069780805508399, }
json_stats: {"epoch": 923, "elapsed": 0.09262648411095142, "loss": 1.2049126344029384, }
json_stats: {"epoch": 924, "elapsed": 0.09121861308813095, "loss": 1.2091168102130876, }
json_stats: {"epoch": 925, "elapsed": 0.092131856828928, "loss": 1.2044633306920396, }
json_stats: {"epoch": 926, "elapsed": 0.09125546738505363, "loss": 1.2035538604597538, }
json_stats: {"epoch": 927, "elapsed": 0.09171045385301113, "loss": 1.2052913622252726, }
json_stats: {"epoch": 928, "elapsed": 0.09247072599828243, "loss": 1.207468951433126, }
json_stats: {"epoch": 929, "elapsed": 0.09064739383757114, "loss": 1.2114950716860275, }
json_stats: {"epoch": 930, "elapsed": 0.09162001311779022, "loss": 1.2065579751571327, }
json_stats: {"epoch": 931, "elapsed": 0.09359081275761127, "loss": 1.2094157892023498, }
json_stats: {"epoch": 932, "elapsed": 0.09281966835260391, "loss": 1.2060310487205486, }
json_stats: {"epoch": 933, "elapsed": 0.09425641037523746, "loss": 1.2065658753623636, }
json_stats: {"epoch": 934, "elapsed": 0.09238312765955925, "loss": 1.2111006568540417, }
json_stats: {"epoch": 935, "elapsed": 0.09209108725190163, "loss": 1.2042032082628682, }
json_stats: {"epoch": 936, "elapsed": 0.09315355680882931, "loss": 1.2060056832958017, }
json_stats: {"epoch": 937, "elapsed": 0.0894138514995575, "loss": 1.2093683551197858, }
json_stats: {"epoch": 938, "elapsed": 0.091130206361413, "loss": 1.2117473604552633, }
json_stats: {"epoch": 939, "elapsed": 0.09477384574711323, "loss": 1.212832169775079, }
json_stats: {"epoch": 940, "elapsed": 0.0881850104779005, "loss": 1.205558465711337, }
json_stats: {"epoch": 941, "elapsed": 0.09037304110825062, "loss": 1.207014394513541, }
json_stats: {"epoch": 942, "elapsed": 0.08971690386533737, "loss": 1.2086415646160176, }
json_stats: {"epoch": 943, "elapsed": 0.09181063063442707, "loss": 1.2067716353084519, }
json_stats: {"epoch": 944, "elapsed": 0.08963467180728912, "loss": 1.2067665857840213, }
json_stats: {"epoch": 945, "elapsed": 0.09105963632464409, "loss": 1.210457675002884, }
json_stats: {"epoch": 946, "elapsed": 0.08901841565966606, "loss": 1.2084242005540666, }
json_stats: {"epoch": 947, "elapsed": 0.09172793105244637, "loss": 1.210189638539204, }
json_stats: {"epoch": 948, "elapsed": 0.08997896686196327, "loss": 1.2049845694910593, }
json_stats: {"epoch": 949, "elapsed": 0.09364411607384682, "loss": 1.2099694231683251, }
json_stats: {"epoch": 950, "elapsed": 0.09358744509518147, "loss": 1.1988082894257506, }
json_stats: {"epoch": 951, "elapsed": 0.08910919912159443, "loss": 1.210652070911678, }
json_stats: {"epoch": 952, "elapsed": 0.08996254578232765, "loss": 1.2086602490131133, }
json_stats: {"epoch": 953, "elapsed": 0.09375237114727497, "loss": 1.206412132559473, }
json_stats: {"epoch": 954, "elapsed": 0.09351040795445442, "loss": 1.2086864367524974, }
json_stats: {"epoch": 955, "elapsed": 0.09082343615591526, "loss": 1.2055401993205304, }
json_stats: {"epoch": 956, "elapsed": 0.0867964718490839, "loss": 1.2087587214279132, }
json_stats: {"epoch": 957, "elapsed": 0.08787022717297077, "loss": 1.2088124575361394, }
json_stats: {"epoch": 958, "elapsed": 0.08957802876830101, "loss": 1.206384070007982, }
json_stats: {"epoch": 959, "elapsed": 0.08829653263092041, "loss": 1.2071654908481, }
json_stats: {"epoch": 960, "elapsed": 0.08772594295442104, "loss": 1.2085996645028507, }
json_stats: {"epoch": 961, "elapsed": 0.08873376064002514, "loss": 1.2099988859363204, }
json_stats: {"epoch": 962, "elapsed": 0.09762481041252613, "loss": 1.209939844989108, }
json_stats: {"epoch": 963, "elapsed": 0.0885573960840702, "loss": 1.2149884854535, }
json_stats: {"epoch": 964, "elapsed": 0.08882306516170502, "loss": 1.2064715089984348, }
json_stats: {"epoch": 965, "elapsed": 0.08807372488081455, "loss": 1.206293797104649, }
json_stats: {"epoch": 966, "elapsed": 0.08886844664812088, "loss": 1.2072963008517135, }
json_stats: {"epoch": 967, "elapsed": 0.08827799558639526, "loss": 1.2099302700153092, }
json_stats: {"epoch": 968, "elapsed": 0.09090424329042435, "loss": 1.208276352916778, }
json_stats: {"epoch": 969, "elapsed": 0.09276107884943485, "loss": 1.20459048401924, }
json_stats: {"epoch": 970, "elapsed": 0.0911587830632925, "loss": 1.2087280021686815, }
json_stats: {"epoch": 971, "elapsed": 0.08871095441281796, "loss": 1.209567813195952, }
json_stats: {"epoch": 972, "elapsed": 0.08850446529686451, "loss": 1.2046339352175581, }
json_stats: {"epoch": 973, "elapsed": 0.0898261796683073, "loss": 1.2047207470036907, }
json_stats: {"epoch": 974, "elapsed": 0.0876946859061718, "loss": 1.2091263357293052, }
json_stats: {"epoch": 975, "elapsed": 0.09226679056882858, "loss": 1.2119892465177307, }
json_stats: {"epoch": 976, "elapsed": 0.08797198161482811, "loss": 1.2064314621830992, }
json_stats: {"epoch": 977, "elapsed": 0.08874712139368057, "loss": 1.2083993101899162, }
json_stats: {"epoch": 978, "elapsed": 0.08871500752866268, "loss": 1.2082418293020432, }
json_stats: {"epoch": 979, "elapsed": 0.09145060554146767, "loss": 1.2107237571311256, }
json_stats: {"epoch": 980, "elapsed": 0.09026547335088253, "loss": 1.210601288812035, }
json_stats: {"epoch": 981, "elapsed": 0.09256875514984131, "loss": 1.2022971474608775, }
json_stats: {"epoch": 982, "elapsed": 0.09155034832656384, "loss": 1.2033265117604606, }
json_stats: {"epoch": 983, "elapsed": 0.09258870221674442, "loss": 1.2028898290855847, }
json_stats: {"epoch": 984, "elapsed": 0.09032700024545193, "loss": 1.2027497361974189, }
json_stats: {"epoch": 985, "elapsed": 0.0918018314987421, "loss": 1.2086000187159274, }
json_stats: {"epoch": 986, "elapsed": 0.09209595993161201, "loss": 1.2072413813391085, }
json_stats: {"epoch": 987, "elapsed": 0.09264761209487915, "loss": 1.205878620384635, }
json_stats: {"epoch": 988, "elapsed": 0.09464963525533676, "loss": 1.205430644207204, }
json_stats: {"epoch": 989, "elapsed": 0.09033115021884441, "loss": 1.2044412704176737, }
json_stats: {"epoch": 990, "elapsed": 0.09038039296865463, "loss": 1.2075472365709214, }
json_stats: {"epoch": 991, "elapsed": 0.08827892504632473, "loss": 1.20810951164624, }
json_stats: {"epoch": 992, "elapsed": 0.08904759772121906, "loss": 1.2041432430413834, }
json_stats: {"epoch": 993, "elapsed": 0.08855724893510342, "loss": 1.2101483654450218, }
json_stats: {"epoch": 994, "elapsed": 0.09884442947804928, "loss": 1.2097266605839772, }
json_stats: {"epoch": 995, "elapsed": 0.08828460238873959, "loss": 1.206820154145381, }
json_stats: {"epoch": 996, "elapsed": 0.08870830573141575, "loss": 1.2035982363204816, }
json_stats: {"epoch": 997, "elapsed": 0.09268144704401493, "loss": 1.2093404223945723, }
json_stats: {"epoch": 998, "elapsed": 0.09161600098013878, "loss": 1.2122877759432873, }
json_stats: {"epoch": 899, "elapsed": 0.0965801440179348, "loss": 1.2058355794626183, "sqnorm_min": 0.9381514200451, "sqnorm_avg": 0.9957825464910744, "sqnorm_max": 0.9999859696492586, "mean_rank": 3.1742574257425744, "map_rank": 0.8790450788146009, "best": true}
json_stats: {"epoch": 1000, "elapsed": 0.09499137662351131, "loss": 1.2066753601142424, }
json_stats: {"epoch": 1001, "elapsed": 0.09349084459245205, "loss": 1.208589174943011, }
json_stats: {"epoch": 1002, "elapsed": 0.0931845623999834, "loss": 1.2049072097057694, }
json_stats: {"epoch": 1003, "elapsed": 0.09024035558104515, "loss": 1.2093359854496735, }
json_stats: {"epoch": 1004, "elapsed": 0.09162551537156105, "loss": 1.203183474675801, }
json_stats: {"epoch": 1005, "elapsed": 0.09076817892491817, "loss": 1.2076417313497188, }
json_stats: {"epoch": 1006, "elapsed": 0.09584324806928635, "loss": 1.2023349011555062, }
json_stats: {"epoch": 1007, "elapsed": 0.08932002447545528, "loss": 1.2076000181688276, }
json_stats: {"epoch": 1008, "elapsed": 0.08968105353415012, "loss": 1.2110374155696217, }
json_stats: {"epoch": 1009, "elapsed": 0.0899097342044115, "loss": 1.2054548352808567, }
json_stats: {"epoch": 1010, "elapsed": 0.0923096276819706, "loss": 1.2060865059940205, }
json_stats: {"epoch": 1011, "elapsed": 0.09138196147978306, "loss": 1.2093803968059724, }
json_stats: {"epoch": 1012, "elapsed": 0.08942601643502712, "loss": 1.2037073370514195, }
json_stats: {"epoch": 1013, "elapsed": 0.09110630117356777, "loss": 1.2055884632527163, }
json_stats: {"epoch": 1014, "elapsed": 0.09219873324036598, "loss": 1.2073202647492924, }
json_stats: {"epoch": 1015, "elapsed": 0.08694355189800262, "loss": 1.2084153397825665, }
json_stats: {"epoch": 1016, "elapsed": 0.10273999907076359, "loss": 1.2115720624931012, }
json_stats: {"epoch": 1017, "elapsed": 0.08950377069413662, "loss": 1.2067981918078055, }
json_stats: {"epoch": 1018, "elapsed": 0.0943391714245081, "loss": 1.2070905852507559, }
json_stats: {"epoch": 1019, "elapsed": 0.0912911593914032, "loss": 1.2071061384943373, }
json_stats: {"epoch": 1020, "elapsed": 0.09217018447816372, "loss": 1.2075395491844474, }
json_stats: {"epoch": 1021, "elapsed": 0.09202905371785164, "loss": 1.2042724910335052, }
json_stats: {"epoch": 1022, "elapsed": 0.092354292050004, "loss": 1.2065888505514724, }
json_stats: {"epoch": 1023, "elapsed": 0.09192337095737457, "loss": 1.2066222270835012, }
json_stats: {"epoch": 1024, "elapsed": 0.09116895124316216, "loss": 1.2096615752725386, }
json_stats: {"epoch": 1025, "elapsed": 0.08900129981338978, "loss": 1.2070612926641797, }
json_stats: {"epoch": 1026, "elapsed": 0.09241618029773235, "loss": 1.2109792780419366, }
json_stats: {"epoch": 1027, "elapsed": 0.08827868103981018, "loss": 1.2083674705795333, }
json_stats: {"epoch": 1028, "elapsed": 0.090633699670434, "loss": 1.2086002870542516, }
json_stats: {"epoch": 1029, "elapsed": 0.09096835926175117, "loss": 1.2067640248899898, }
json_stats: {"epoch": 1030, "elapsed": 0.091081153601408, "loss": 1.2070545159867752, }
json_stats: {"epoch": 1031, "elapsed": 0.09032384864985943, "loss": 1.206874868990193, }
json_stats: {"epoch": 1032, "elapsed": 0.09123286046087742, "loss": 1.203804993959466, }
json_stats: {"epoch": 1033, "elapsed": 0.09403365850448608, "loss": 1.2090917010985882, }
json_stats: {"epoch": 1034, "elapsed": 0.09979076869785786, "loss": 1.2070359898781702, }
json_stats: {"epoch": 1035, "elapsed": 0.08728152513504028, "loss": 1.2068370932161376, }
json_stats: {"epoch": 1036, "elapsed": 0.0918171126395464, "loss": 1.2068154611873718, }
json_stats: {"epoch": 1037, "elapsed": 0.09551065228879452, "loss": 1.2050298506398947, }
json_stats: {"epoch": 1038, "elapsed": 0.09284490160644054, "loss": 1.2054735365581108, }
json_stats: {"epoch": 1039, "elapsed": 0.09093066118657589, "loss": 1.2045272870686627, }
json_stats: {"epoch": 1040, "elapsed": 0.08879404515028, "loss": 1.201637490462117, }
json_stats: {"epoch": 1041, "elapsed": 0.08885287865996361, "loss": 1.2075738721307483, }
json_stats: {"epoch": 1042, "elapsed": 0.09174502454698086, "loss": 1.2092507603239888, }
json_stats: {"epoch": 1043, "elapsed": 0.09226086921989918, "loss": 1.2029721305163217, }
json_stats: {"epoch": 1044, "elapsed": 0.09308931231498718, "loss": 1.2087563600256936, }
json_stats: {"epoch": 1045, "elapsed": 0.08905254118144512, "loss": 1.2125528560124406, }
json_stats: {"epoch": 1046, "elapsed": 0.08947574906051159, "loss": 1.2077761979061004, }
json_stats: {"epoch": 1047, "elapsed": 0.09005574136972427, "loss": 1.2068597631707776, }
json_stats: {"epoch": 1048, "elapsed": 0.088093601167202, "loss": 1.2062336527317308, }
json_stats: {"epoch": 1049, "elapsed": 0.0880438070744276, "loss": 1.2068959770841337, }
json_stats: {"epoch": 1050, "elapsed": 0.08851942047476768, "loss": 1.2042358999113691, }
json_stats: {"epoch": 1051, "elapsed": 0.08866302110254765, "loss": 1.2054909515236896, }
json_stats: {"epoch": 1052, "elapsed": 0.09134993515908718, "loss": 1.211128576423679, }
json_stats: {"epoch": 1053, "elapsed": 0.09138827212154865, "loss": 1.203840706350918, }
json_stats: {"epoch": 1054, "elapsed": 0.0907314158976078, "loss": 1.2125671177108128, }
json_stats: {"epoch": 1055, "elapsed": 0.08853242918848991, "loss": 1.2040147188473453, }
json_stats: {"epoch": 1056, "elapsed": 0.08916456252336502, "loss": 1.2076965111472437, }
json_stats: {"epoch": 1057, "elapsed": 0.09006705321371555, "loss": 1.2036934424039423, }
json_stats: {"epoch": 1058, "elapsed": 0.0901647936552763, "loss": 1.2053470338009138, }
json_stats: {"epoch": 1059, "elapsed": 0.0897434651851654, "loss": 1.2106576680703018, }
json_stats: {"epoch": 1060, "elapsed": 0.09147071279585361, "loss": 1.2097731386473718, }
json_stats: {"epoch": 1061, "elapsed": 0.09275268204510212, "loss": 1.2105290287761086, }
json_stats: {"epoch": 1062, "elapsed": 0.09003029763698578, "loss": 1.2110313144281069, }
json_stats: {"epoch": 1063, "elapsed": 0.0939512588083744, "loss": 1.2067973061804378, }
json_stats: {"epoch": 1064, "elapsed": 0.09347683563828468, "loss": 1.2082252083148557, }
json_stats: {"epoch": 1065, "elapsed": 0.09426639974117279, "loss": 1.2077641809921564, }
json_stats: {"epoch": 1066, "elapsed": 0.09889104776084423, "loss": 1.2074395849798978, }
json_stats: {"epoch": 1067, "elapsed": 0.09048417396843433, "loss": 1.2066767055532581, }
json_stats: {"epoch": 1068, "elapsed": 0.09220557287335396, "loss": 1.2060604382615663, }
json_stats: {"epoch": 1069, "elapsed": 0.09339676424860954, "loss": 1.2045726725533272, }
json_stats: {"epoch": 1070, "elapsed": 0.09319856576621532, "loss": 1.2090895173888236, }
json_stats: {"epoch": 1071, "elapsed": 0.09351797588169575, "loss": 1.2076498992242224, }
json_stats: {"epoch": 1072, "elapsed": 0.09376734681427479, "loss": 1.205666414012241, }
json_stats: {"epoch": 1073, "elapsed": 0.09298665635287762, "loss": 1.2040455725547785, }
json_stats: {"epoch": 1074, "elapsed": 0.094067407771945, "loss": 1.2074751416524538, }
json_stats: {"epoch": 1075, "elapsed": 0.08924747258424759, "loss": 1.2084872496264984, }
json_stats: {"epoch": 1076, "elapsed": 0.09352709166705608, "loss": 1.2053813886279365, }
json_stats: {"epoch": 1077, "elapsed": 0.08918619342148304, "loss": 1.2089818182572112, }
json_stats: {"epoch": 1078, "elapsed": 0.09124863520264626, "loss": 1.207343332825906, }
json_stats: {"epoch": 1079, "elapsed": 0.09085527434945107, "loss": 1.20625647744717, }
json_stats: {"epoch": 1080, "elapsed": 0.09770421124994755, "loss": 1.2115313169474438, }
json_stats: {"epoch": 1081, "elapsed": 0.09150396846234798, "loss": 1.2092875029361354, }
json_stats: {"epoch": 1082, "elapsed": 0.08954724855720997, "loss": 1.2082376304718283, }
json_stats: {"epoch": 1083, "elapsed": 0.09085159562528133, "loss": 1.2039728023720968, }
json_stats: {"epoch": 1084, "elapsed": 0.08993553556501865, "loss": 1.2107771268490808, }
json_stats: {"epoch": 1085, "elapsed": 0.08999182656407356, "loss": 1.2049220901253226, }
json_stats: {"epoch": 1086, "elapsed": 0.0908252913504839, "loss": 1.2065441565604895, }
json_stats: {"epoch": 1087, "elapsed": 0.0925610288977623, "loss": 1.2079798593802187, }
json_stats: {"epoch": 1088, "elapsed": 0.09105685353279114, "loss": 1.2058357670193156, }
json_stats: {"epoch": 1089, "elapsed": 0.09044118970632553, "loss": 1.2051501401702027, }
json_stats: {"epoch": 1090, "elapsed": 0.09303118102252483, "loss": 1.2094110825185755, }
json_stats: {"epoch": 1091, "elapsed": 0.0880196075886488, "loss": 1.2067186907820022, }
json_stats: {"epoch": 1092, "elapsed": 0.0986102931201458, "loss": 1.2096554291755746, }
json_stats: {"epoch": 1093, "elapsed": 0.09281258657574654, "loss": 1.2072970427291803, }
json_stats: {"epoch": 1094, "elapsed": 0.0884946845471859, "loss": 1.2136838097411895, }
json_stats: {"epoch": 1095, "elapsed": 0.08933267928659916, "loss": 1.205812623293564, }
json_stats: {"epoch": 1096, "elapsed": 0.08913434855639935, "loss": 1.2091192165845568, }
json_stats: {"epoch": 1097, "elapsed": 0.09293635562062263, "loss": 1.20713190923204, }
json_stats: {"epoch": 1098, "elapsed": 0.0886707678437233, "loss": 1.2080406114357685, }
json_stats: {"epoch": 999, "elapsed": 0.09025396406650543, "loss": 1.2002885990545549, "sqnorm_min": 0.9431540646998665, "sqnorm_avg": 0.9962132922925421, "sqnorm_max": 0.999987634048108, "mean_rank": 3.1696369636963695, "map_rank": 0.8791709736320227, "best": true}
json_stats: {"epoch": 1100, "elapsed": 0.09186604805290699, "loss": 1.2064979893592367, }
json_stats: {"epoch": 1101, "elapsed": 0.1001008078455925, "loss": 1.2042853530969375, }
json_stats: {"epoch": 1102, "elapsed": 0.08982823230326176, "loss": 1.2067053833977448, }
json_stats: {"epoch": 1103, "elapsed": 0.08897494338452816, "loss": 1.2031419661657545, }
json_stats: {"epoch": 1104, "elapsed": 0.09200139530003071, "loss": 1.2082706821443248, }
json_stats: {"epoch": 1105, "elapsed": 0.0892553050071001, "loss": 1.2052180243845845, }
json_stats: {"epoch": 1106, "elapsed": 0.08922517485916615, "loss": 1.2051418094053346, }
json_stats: {"epoch": 1107, "elapsed": 0.08981896005570889, "loss": 1.207000552426608, }
json_stats: {"epoch": 1108, "elapsed": 0.09021260589361191, "loss": 1.2091409075893693, }
json_stats: {"epoch": 1109, "elapsed": 0.09098092839121819, "loss": 1.2144927874981704, }
json_stats: {"epoch": 1110, "elapsed": 0.08973011374473572, "loss": 1.2007559007248763, }
json_stats: {"epoch": 1111, "elapsed": 0.09150528907775879, "loss": 1.2028498982256548, }
json_stats: {"epoch": 1112, "elapsed": 0.09986789338290691, "loss": 1.2070578813870618, }
json_stats: {"epoch": 1113, "elapsed": 0.09522010013461113, "loss": 1.213575656239639, }
json_stats: {"epoch": 1114, "elapsed": 0.08962499164044857, "loss": 1.2055772623015943, }
json_stats: {"epoch": 1115, "elapsed": 0.10175536572933197, "loss": 1.205415930722946, }
json_stats: {"epoch": 1116, "elapsed": 0.09399858675897121, "loss": 1.2094277143766525, }
json_stats: {"epoch": 1117, "elapsed": 0.08740918524563313, "loss": 1.2081601634865529, }
json_stats: {"epoch": 1118, "elapsed": 0.08855510503053665, "loss": 1.2124676674846129, }
json_stats: {"epoch": 1119, "elapsed": 0.0890293326228857, "loss": 1.2054661958769628, }
json_stats: {"epoch": 1120, "elapsed": 0.0923907496035099, "loss": 1.2084087839020072, }
json_stats: {"epoch": 1121, "elapsed": 0.09268306009471416, "loss": 1.2073594989170198, }
json_stats: {"epoch": 1122, "elapsed": 0.0878035556524992, "loss": 1.2051730074451252, }
json_stats: {"epoch": 1123, "elapsed": 0.08936581574380398, "loss": 1.2100864732310022, }
json_stats: {"epoch": 1124, "elapsed": 0.08860856667160988, "loss": 1.2042249968259482, }
json_stats: {"epoch": 1125, "elapsed": 0.09180831536650658, "loss": 1.2075436876804684, }
json_stats: {"epoch": 1126, "elapsed": 0.08986048027873039, "loss": 1.2086678425484616, }
json_stats: {"epoch": 1127, "elapsed": 0.09000537544488907, "loss": 1.2083266329197828, }
json_stats: {"epoch": 1128, "elapsed": 0.09003167040646076, "loss": 1.2077696232707922, }
json_stats: {"epoch": 1129, "elapsed": 0.08955856785178185, "loss": 1.2101465077808227, }
json_stats: {"epoch": 1130, "elapsed": 0.09107318706810474, "loss": 1.2096752625791398, }
json_stats: {"epoch": 1131, "elapsed": 0.08915300853550434, "loss": 1.207619339192665, }
json_stats: {"epoch": 1132, "elapsed": 0.09032428823411465, "loss": 1.2068484564242863, }
json_stats: {"epoch": 1133, "elapsed": 0.08919450081884861, "loss": 1.2061228674328528, }
json_stats: {"epoch": 1134, "elapsed": 0.08778978884220123, "loss": 1.204982522362134, }
json_stats: {"epoch": 1135, "elapsed": 0.0936566349118948, "loss": 1.2076589855842252, }
json_stats: {"epoch": 1136, "elapsed": 0.09137778542935848, "loss": 1.2059869268977408, }
json_stats: {"epoch": 1137, "elapsed": 0.09226673096418381, "loss": 1.2028178731913401, }
json_stats: {"epoch": 1138, "elapsed": 0.0919764656573534, "loss": 1.2091051720429176, }
json_stats: {"epoch": 1139, "elapsed": 0.09091930463910103, "loss": 1.2059388571618055, }
json_stats: {"epoch": 1140, "elapsed": 0.09390540793538094, "loss": 1.2123429916982893, }
json_stats: {"epoch": 1141, "elapsed": 0.09091577120125294, "loss": 1.203056357767112, }
json_stats: {"epoch": 1142, "elapsed": 0.09291179478168488, "loss": 1.2032119684645026, }
json_stats: {"epoch": 1143, "elapsed": 0.09270535968244076, "loss": 1.2092952205106182, }
json_stats: {"epoch": 1144, "elapsed": 0.08873006328940392, "loss": 1.2064334232772833, }
json_stats: {"epoch": 1145, "elapsed": 0.09795214049518108, "loss": 1.2071878746182623, }
json_stats: {"epoch": 1146, "elapsed": 0.08894466795027256, "loss": 1.2020025784353534, }
json_stats: {"epoch": 1147, "elapsed": 0.09252933599054813, "loss": 1.2069427222432307, }
json_stats: {"epoch": 1148, "elapsed": 0.09065688587725163, "loss": 1.2085095828596764, }
json_stats: {"epoch": 1149, "elapsed": 0.09022526256740093, "loss": 1.2103572333112702, }
json_stats: {"epoch": 1150, "elapsed": 0.09052920900285244, "loss": 1.2079637311612843, }
json_stats: {"epoch": 1151, "elapsed": 0.09051526710391045, "loss": 1.2058000977303953, }
json_stats: {"epoch": 1152, "elapsed": 0.09091748297214508, "loss": 1.2099409372476517, }
json_stats: {"epoch": 1153, "elapsed": 0.0907318014651537, "loss": 1.204279305873098, }
json_stats: {"epoch": 1154, "elapsed": 0.09221550449728966, "loss": 1.2089327701670394, }
json_stats: {"epoch": 1155, "elapsed": 0.08833196759223938, "loss": 1.205782699520894, }
json_stats: {"epoch": 1156, "elapsed": 0.08926045894622803, "loss": 1.2065363015452424, }
json_stats: {"epoch": 1157, "elapsed": 0.09035307914018631, "loss": 1.2052165267677981, }
json_stats: {"epoch": 1158, "elapsed": 0.12084377929568291, "loss": 1.206843301230725, }
json_stats: {"epoch": 1159, "elapsed": 0.08893983624875546, "loss": 1.2083144412046551, }
json_stats: {"epoch": 1160, "elapsed": 0.08992708846926689, "loss": 1.2070215134257576, }
json_stats: {"epoch": 1161, "elapsed": 0.09318410232663155, "loss": 1.2024407745617414, }
json_stats: {"epoch": 1162, "elapsed": 0.09427717328071594, "loss": 1.2056479736637171, }
json_stats: {"epoch": 1163, "elapsed": 0.09241208806633949, "loss": 1.2073204321912112, }
json_stats: {"epoch": 1164, "elapsed": 0.09281953610479832, "loss": 1.2071669662865916, }
json_stats: {"epoch": 1165, "elapsed": 0.09198745526373386, "loss": 1.2069235786027739, }
json_stats: {"epoch": 1166, "elapsed": 0.09052998200058937, "loss": 1.2061890450249422, }
json_stats: {"epoch": 1167, "elapsed": 0.09150048345327377, "loss": 1.2058591607343465, }
json_stats: {"epoch": 1168, "elapsed": 0.09128554165363312, "loss": 1.2102945207172657, }
json_stats: {"epoch": 1169, "elapsed": 0.0932391919195652, "loss": 1.2076427155640437, }
json_stats: {"epoch": 1170, "elapsed": 0.09282796643674374, "loss": 1.211734761049877, }
json_stats: {"epoch": 1171, "elapsed": 0.09198002889752388, "loss": 1.2037324766167017, }
json_stats: {"epoch": 1172, "elapsed": 0.09189881198108196, "loss": 1.2125030741343996, }
json_stats: {"epoch": 1173, "elapsed": 0.0945118647068739, "loss": 1.209293743177266, }
json_stats: {"epoch": 1174, "elapsed": 0.09244455955922604, "loss": 1.2109732710719538, }
json_stats: {"epoch": 1175, "elapsed": 0.09376705251634121, "loss": 1.207453587415216, }
json_stats: {"epoch": 1176, "elapsed": 0.09358230791985989, "loss": 1.20758363801631, }
json_stats: {"epoch": 1177, "elapsed": 0.08894797414541245, "loss": 1.208923915563143, }
json_stats: {"epoch": 1178, "elapsed": 0.09139302745461464, "loss": 1.202583865273239, }
json_stats: {"epoch": 1179, "elapsed": 0.09079628996551037, "loss": 1.2111478448602626, }
json_stats: {"epoch": 1180, "elapsed": 0.09231266006827354, "loss": 1.2061574618607478, }
json_stats: {"epoch": 1181, "elapsed": 0.09036101773381233, "loss": 1.2063099684332517, }
json_stats: {"epoch": 1182, "elapsed": 0.09257123060524464, "loss": 1.208863574203186, }
json_stats: {"epoch": 1183, "elapsed": 0.0948952715843916, "loss": 1.2100045885732453, }
json_stats: {"epoch": 1184, "elapsed": 0.09089571796357632, "loss": 1.2120193428768742, }
json_stats: {"epoch": 1185, "elapsed": 0.09029097110033035, "loss": 1.2064929658758181, }
json_stats: {"epoch": 1186, "elapsed": 0.0895848199725151, "loss": 1.2067260403591795, }
json_stats: {"epoch": 1187, "elapsed": 0.08987223543226719, "loss": 1.20295332234629, }
json_stats: {"epoch": 1188, "elapsed": 0.0925433523952961, "loss": 1.2104425494434214, }
json_stats: {"epoch": 1189, "elapsed": 0.09016327559947968, "loss": 1.2109235978428223, }
json_stats: {"epoch": 1190, "elapsed": 0.08994748443365097, "loss": 1.2072950562100344, }
json_stats: {"epoch": 1191, "elapsed": 0.09027055837213993, "loss": 1.205018256873815, }
json_stats: {"epoch": 1192, "elapsed": 0.0902065820991993, "loss": 1.213379431622385, }
json_stats: {"epoch": 1193, "elapsed": 0.0902676098048687, "loss": 1.205698235707117, }
json_stats: {"epoch": 1194, "elapsed": 0.09184795618057251, "loss": 1.2040978079658882, }
json_stats: {"epoch": 1195, "elapsed": 0.08942458406090736, "loss": 1.2053155317937059, }
json_stats: {"epoch": 1196, "elapsed": 0.09320852905511856, "loss": 1.206513267584336, }
json_stats: {"epoch": 1197, "elapsed": 0.09093564562499523, "loss": 1.2056610079134171, }
json_stats: {"epoch": 1198, "elapsed": 0.09150257334113121, "loss": 1.2064343546061669, }
json_stats: {"epoch": 1099, "elapsed": 0.09290746785700321, "loss": 1.2041426258174264, "sqnorm_min": 0.9478683640068929, "sqnorm_avg": 0.9965643619896876, "sqnorm_max": 0.9999889212679777, "mean_rank": 3.172937293729373, "map_rank": 0.8789619178134604, "best": false}
json_stats: {"epoch": 1200, "elapsed": 0.09546433389186859, "loss": 1.2053474930069605, }
json_stats: {"epoch": 1201, "elapsed": 0.09239981137216091, "loss": 1.2072490753546765, }
json_stats: {"epoch": 1202, "elapsed": 0.09307869337499142, "loss": 1.2047830061117129, }
json_stats: {"epoch": 1203, "elapsed": 0.09274755977094173, "loss": 1.208628951339713, }
json_stats: {"epoch": 1204, "elapsed": 0.09373927675187588, "loss": 1.2109207389109713, }
json_stats: {"epoch": 1205, "elapsed": 0.09378608129918575, "loss": 1.2046361268179673, }
json_stats: {"epoch": 1206, "elapsed": 0.09378283657133579, "loss": 1.2007881316317723, }
json_stats: {"epoch": 1207, "elapsed": 0.08979388512670994, "loss": 1.2077470446517318, }
json_stats: {"epoch": 1208, "elapsed": 0.09084831178188324, "loss": 1.2074986569614747, }
json_stats: {"epoch": 1209, "elapsed": 0.0904979519546032, "loss": 1.2037863609437065, }
json_stats: {"epoch": 1210, "elapsed": 0.09441172704100609, "loss": 1.2079566369201062, }
json_stats: {"epoch": 1211, "elapsed": 0.08992670848965645, "loss": 1.2056875036778096, }
json_stats: {"epoch": 1212, "elapsed": 0.10169650614261627, "loss": 1.2080035114085865, }
json_stats: {"epoch": 1213, "elapsed": 0.08997912332415581, "loss": 1.2041614660436535, }
json_stats: {"epoch": 1214, "elapsed": 0.09830882586538792, "loss": 1.206607476565202, }
json_stats: {"epoch": 1215, "elapsed": 0.08998963795602322, "loss": 1.205046960567522, }
json_stats: {"epoch": 1216, "elapsed": 0.09162371978163719, "loss": 1.2037791740216333, }
json_stats: {"epoch": 1217, "elapsed": 0.09413687884807587, "loss": 1.2063607538500254, }
json_stats: {"epoch": 1218, "elapsed": 0.09328090772032738, "loss": 1.2077789758861015, }
json_stats: {"epoch": 1219, "elapsed": 0.10751397721469402, "loss": 1.2152851674598368, }
json_stats: {"epoch": 1220, "elapsed": 0.10757030360400677, "loss": 1.2088741347662364, }
json_stats: {"epoch": 1221, "elapsed": 0.10482527501881123, "loss": 1.2101971160575151, }
json_stats: {"epoch": 1222, "elapsed": 0.09122572466731071, "loss": 1.20569702780067, }
json_stats: {"epoch": 1223, "elapsed": 0.09411638602614403, "loss": 1.2129868218762019, }
json_stats: {"epoch": 1224, "elapsed": 0.09106829017400742, "loss": 1.206144320679682, }
json_stats: {"epoch": 1225, "elapsed": 0.09118455648422241, "loss": 1.2089359354167146, }
json_stats: {"epoch": 1226, "elapsed": 0.09037145972251892, "loss": 1.208711487388974, }
json_stats: {"epoch": 1227, "elapsed": 0.09473584406077862, "loss": 1.2088143739083086, }
json_stats: {"epoch": 1228, "elapsed": 0.09472444653511047, "loss": 1.2064486168808717, }
json_stats: {"epoch": 1229, "elapsed": 0.10150942578911781, "loss": 1.2067128312407547, }
json_stats: {"epoch": 1230, "elapsed": 0.08971432596445084, "loss": 1.2062900589881915, }
json_stats: {"epoch": 1231, "elapsed": 0.09201724641025066, "loss": 1.2093217673994543, }
json_stats: {"epoch": 1232, "elapsed": 0.09127827733755112, "loss": 1.2108982792246445, }
json_stats: {"epoch": 1233, "elapsed": 0.0896308682858944, "loss": 1.2081959750794862, }
json_stats: {"epoch": 1234, "elapsed": 0.08838477730751038, "loss": 1.2089636930515826, }
json_stats: {"epoch": 1235, "elapsed": 0.08865780383348465, "loss": 1.2066241863038387, }
json_stats: {"epoch": 1236, "elapsed": 0.08962633088231087, "loss": 1.2040332808120986, }
json_stats: {"epoch": 1237, "elapsed": 0.0896059088408947, "loss": 1.2072947640914065, }
json_stats: {"epoch": 1238, "elapsed": 0.10861232690513134, "loss": 1.2077478987398893, }
json_stats: {"epoch": 1239, "elapsed": 0.10429009608924389, "loss": 1.204040480944913, }
json_stats: {"epoch": 1240, "elapsed": 0.11193017102777958, "loss": 1.2078502419053931, }
json_stats: {"epoch": 1241, "elapsed": 0.08904661610722542, "loss": 1.207282406398583, }
json_stats: {"epoch": 1242, "elapsed": 0.09996330738067627, "loss": 1.2090800725932227, }
json_stats: {"epoch": 1243, "elapsed": 0.08820480667054653, "loss": 1.2044495359948826, }
json_stats: {"epoch": 1244, "elapsed": 0.0919747669249773, "loss": 1.2074170116366703, }
json_stats: {"epoch": 1245, "elapsed": 0.09062826819717884, "loss": 1.2084236675131583, }
json_stats: {"epoch": 1246, "elapsed": 0.09172103181481361, "loss": 1.211086654777524, }
json_stats: {"epoch": 1247, "elapsed": 0.09166249074041843, "loss": 1.2085996088112372, }
json_stats: {"epoch": 1248, "elapsed": 0.09179938398301601, "loss": 1.2037661784212148, }
json_stats: {"epoch": 1249, "elapsed": 0.09476318210363388, "loss": 1.210745911353579, }
json_stats: {"epoch": 1250, "elapsed": 0.0905986912548542, "loss": 1.2080449663752628, }
json_stats: {"epoch": 1251, "elapsed": 0.09058013372123241, "loss": 1.203692686042526, }
json_stats: {"epoch": 1252, "elapsed": 0.09219584614038467, "loss": 1.2073959227918185, }
json_stats: {"epoch": 1253, "elapsed": 0.09383060038089752, "loss": 1.211761438890917, }
json_stats: {"epoch": 1254, "elapsed": 0.0925498679280281, "loss": 1.206014700078618, }
json_stats: {"epoch": 1255, "elapsed": 0.08818097040057182, "loss": 1.2064355371611073, }
json_stats: {"epoch": 1256, "elapsed": 0.0878561194986105, "loss": 1.2074348641133876, }
json_stats: {"epoch": 1257, "elapsed": 0.0900410357862711, "loss": 1.2064913273666997, }
json_stats: {"epoch": 1258, "elapsed": 0.09115064516663551, "loss": 1.2059925798788682, }
json_stats: {"epoch": 1259, "elapsed": 0.09531026147305965, "loss": 1.2075374625319326, }
json_stats: {"epoch": 1260, "elapsed": 0.08843295276165009, "loss": 1.2115889808350155, }
json_stats: {"epoch": 1261, "elapsed": 0.09529541991651058, "loss": 1.2055803964412855, }
json_stats: {"epoch": 1262, "elapsed": 0.09040988236665726, "loss": 1.2106363307340113, }
json_stats: {"epoch": 1263, "elapsed": 0.09052204340696335, "loss": 1.2049837278470936, }
json_stats: {"epoch": 1264, "elapsed": 0.08969077654182911, "loss": 1.2038695744932788, }
json_stats: {"epoch": 1265, "elapsed": 0.09205139614641666, "loss": 1.2056691573652816, }
json_stats: {"epoch": 1266, "elapsed": 0.09054462984204292, "loss": 1.206787895775207, }
json_stats: {"epoch": 1267, "elapsed": 0.09321531653404236, "loss": 1.2052064554533914, }
json_stats: {"epoch": 1268, "elapsed": 0.09167114831507206, "loss": 1.2059161771671763, }
json_stats: {"epoch": 1269, "elapsed": 0.09060728549957275, "loss": 1.2044484563559845, }
json_stats: {"epoch": 1270, "elapsed": 0.09152926318347454, "loss": 1.206823787238525, }
json_stats: {"epoch": 1271, "elapsed": 0.09113537892699242, "loss": 1.206057298906133, }
json_stats: {"epoch": 1272, "elapsed": 0.09070642292499542, "loss": 1.2097281880479085, }
json_stats: {"epoch": 1273, "elapsed": 0.0917267519980669, "loss": 1.21340026930761, }
json_stats: {"epoch": 1274, "elapsed": 0.08969012089073658, "loss": 1.207305848331003, }
json_stats: {"epoch": 1275, "elapsed": 0.0907497052103281, "loss": 1.2059446343642066, }
json_stats: {"epoch": 1276, "elapsed": 0.09263774380087852, "loss": 1.2046539833477548, }
json_stats: {"epoch": 1277, "elapsed": 0.08797205425798893, "loss": 1.206853733656047, }
json_stats: {"epoch": 1278, "elapsed": 0.0888729840517044, "loss": 1.2107702215389136, }
json_stats: {"epoch": 1279, "elapsed": 0.09191697649657726, "loss": 1.20518032658885, }
json_stats: {"epoch": 1280, "elapsed": 0.09048927947878838, "loss": 1.2083614702553462, }
json_stats: {"epoch": 1281, "elapsed": 0.10206298530101776, "loss": 1.205276848088753, }
json_stats: {"epoch": 1282, "elapsed": 0.08865704573690891, "loss": 1.2115073163247305, }
json_stats: {"epoch": 1283, "elapsed": 0.09183186665177345, "loss": 1.2047945109519433, }
json_stats: {"epoch": 1284, "elapsed": 0.09244236722588539, "loss": 1.206669885523128, }
json_stats: {"epoch": 1285, "elapsed": 0.0910236556082964, "loss": 1.206270980797841, }
json_stats: {"epoch": 1286, "elapsed": 0.09293668158352375, "loss": 1.2081321738372275, }
json_stats: {"epoch": 1287, "elapsed": 0.08943056501448154, "loss": 1.2051579029240815, }
json_stats: {"epoch": 1288, "elapsed": 0.09475509077310562, "loss": 1.2048224504193377, }
json_stats: {"epoch": 1289, "elapsed": 0.09142399579286575, "loss": 1.2030185544155088, }
json_stats: {"epoch": 1290, "elapsed": 0.09249331057071686, "loss": 1.2100891442530204, }
json_stats: {"epoch": 1291, "elapsed": 0.09360896982252598, "loss": 1.2094434915433603, }
json_stats: {"epoch": 1292, "elapsed": 0.08994658663868904, "loss": 1.2076799341676394, }
json_stats: {"epoch": 1293, "elapsed": 0.0916488729417324, "loss": 1.2053687867230705, }
json_stats: {"epoch": 1294, "elapsed": 0.09099852852523327, "loss": 1.2061496614870615, }
json_stats: {"epoch": 1295, "elapsed": 0.09076965600252151, "loss": 1.2086908778693246, }
json_stats: {"epoch": 1296, "elapsed": 0.09193172119557858, "loss": 1.2028092941910236, }
json_stats: {"epoch": 1297, "elapsed": 0.09123150259256363, "loss": 1.2072151307772572, }
json_stats: {"epoch": 1298, "elapsed": 0.09119060821831226, "loss": 1.20723312063031, }
json_stats: {"epoch": 1199, "elapsed": 0.09018228575587273, "loss": 1.2068130188545978, "sqnorm_min": 0.9531740946733738, "sqnorm_avg": 0.9968895036031534, "sqnorm_max": 0.9999899942533742, "mean_rank": 3.1752475247524754, "map_rank": 0.8789761863644229, "best": false}
json_stats: {"epoch": 1300, "elapsed": 0.096121521666646, "loss": 1.2067369746684715, }
json_stats: {"epoch": 1301, "elapsed": 0.09300483949482441, "loss": 1.2083727447378967, }
json_stats: {"epoch": 1302, "elapsed": 0.09261894784867764, "loss": 1.2051046840155897, }
json_stats: {"epoch": 1303, "elapsed": 0.0908779613673687, "loss": 1.208326915747053, }
json_stats: {"epoch": 1304, "elapsed": 0.08960145525634289, "loss": 1.203912400621045, }
json_stats: {"epoch": 1305, "elapsed": 0.09201918356120586, "loss": 1.2041487132020958, }
json_stats: {"epoch": 1306, "elapsed": 0.10362462140619755, "loss": 1.2056748576723473, }
json_stats: {"epoch": 1307, "elapsed": 0.08629892393946648, "loss": 1.2079731670219285, }
json_stats: {"epoch": 1308, "elapsed": 0.0914886649698019, "loss": 1.2043880841422279, }
json_stats: {"epoch": 1309, "elapsed": 0.09159492701292038, "loss": 1.2104007325214383, }
json_stats: {"epoch": 1310, "elapsed": 0.09138639643788338, "loss": 1.2091570296395266, }
json_stats: {"epoch": 1311, "elapsed": 0.0913247149437666, "loss": 1.2087500277924805, }
json_stats: {"epoch": 1312, "elapsed": 0.09262078627943993, "loss": 1.210348023062761, }
json_stats: {"epoch": 1313, "elapsed": 0.09200252406299114, "loss": 1.208910702941386, }
json_stats: {"epoch": 1314, "elapsed": 0.09248085506260395, "loss": 1.2049442534948942, }
json_stats: {"epoch": 1315, "elapsed": 0.09839822165668011, "loss": 1.208438376200624, }
json_stats: {"epoch": 1316, "elapsed": 0.09178497083485126, "loss": 1.2046110360677962, }
json_stats: {"epoch": 1317, "elapsed": 0.09179928712546825, "loss": 1.2100217166258507, }
json_stats: {"epoch": 1318, "elapsed": 0.09236660040915012, "loss": 1.2080039232953632, }
json_stats: {"epoch": 1319, "elapsed": 0.09247921220958233, "loss": 1.204917345235709, }
json_stats: {"epoch": 1320, "elapsed": 0.09113563038408756, "loss": 1.2045150541229581, }
json_stats: {"epoch": 1321, "elapsed": 0.08957364037632942, "loss": 1.2075194411688268, }
json_stats: {"epoch": 1322, "elapsed": 0.09328604489564896, "loss": 1.2039292048859338, }
json_stats: {"epoch": 1323, "elapsed": 0.09763502329587936, "loss": 1.203796711301766, }
json_stats: {"epoch": 1324, "elapsed": 0.08876616507768631, "loss": 1.2035957596826399, }
json_stats: {"epoch": 1325, "elapsed": 0.09008968807756901, "loss": 1.2036862114243294, }
json_stats: {"epoch": 1326, "elapsed": 0.09269611164927483, "loss": 1.2045073702071882, }
json_stats: {"epoch": 1327, "elapsed": 0.08877895213663578, "loss": 1.2047939280163311, }
json_stats: {"epoch": 1328, "elapsed": 0.09185572527348995, "loss": 1.207138804840659, }
json_stats: {"epoch": 1329, "elapsed": 0.09408793412148952, "loss": 1.2078037848012235, }
json_stats: {"epoch": 1330, "elapsed": 0.09294994734227657, "loss": 1.2071455275704641, }
json_stats: {"epoch": 1331, "elapsed": 0.09213713742792606, "loss": 1.2045147292195675, }
json_stats: {"epoch": 1332, "elapsed": 0.09263163805007935, "loss": 1.2087801591203577, }
json_stats: {"epoch": 1333, "elapsed": 0.09238993376493454, "loss": 1.2065756971350365, }
json_stats: {"epoch": 1334, "elapsed": 0.09379175119102001, "loss": 1.2019661963621175, }
json_stats: {"epoch": 1335, "elapsed": 0.08771326020359993, "loss": 1.2101026424675363, }
json_stats: {"epoch": 1336, "elapsed": 0.08919505961239338, "loss": 1.2098381918477352, }
json_stats: {"epoch": 1337, "elapsed": 0.09074090048670769, "loss": 1.2058642775458763, }
json_stats: {"epoch": 1338, "elapsed": 0.09136636555194855, "loss": 1.2091273360479724, }
json_stats: {"epoch": 1339, "elapsed": 0.09953228384256363, "loss": 1.2022749496816456, }
json_stats: {"epoch": 1340, "elapsed": 0.08795907162129879, "loss": 1.20752214876257, }
json_stats: {"epoch": 1341, "elapsed": 0.08928556740283966, "loss": 1.206618662049081, }
json_stats: {"epoch": 1342, "elapsed": 0.08952302113175392, "loss": 1.2099862182269243, }
json_stats: {"epoch": 1343, "elapsed": 0.08843913674354553, "loss": 1.205949402251332, }
json_stats: {"epoch": 1344, "elapsed": 0.09238357096910477, "loss": 1.211122249424569, }
json_stats: {"epoch": 1345, "elapsed": 0.09155197255313396, "loss": 1.2064005946662404, }
json_stats: {"epoch": 1346, "elapsed": 0.08846385590732098, "loss": 1.2094162562947506, }
json_stats: {"epoch": 1347, "elapsed": 0.09041078574955463, "loss": 1.2062318164401513, }
json_stats: {"epoch": 1348, "elapsed": 0.0882292315363884, "loss": 1.2068388769579033, }
json_stats: {"epoch": 1349, "elapsed": 0.08880307152867317, "loss": 1.2087091118365447, }
json_stats: {"epoch": 1350, "elapsed": 0.09052449092268944, "loss": 1.2060823211286258, }
json_stats: {"epoch": 1351, "elapsed": 0.08868099562823772, "loss": 1.2049083443011566, }
json_stats: {"epoch": 1352, "elapsed": 0.08996081911027431, "loss": 1.2049293116022994, }
json_stats: {"epoch": 1353, "elapsed": 0.08947798423469067, "loss": 1.210025059003431, }
json_stats: {"epoch": 1354, "elapsed": 0.08919377066195011, "loss": 1.202166158021361, }
json_stats: {"epoch": 1355, "elapsed": 0.08948865346610546, "loss": 1.2056691303654636, }
json_stats: {"epoch": 1356, "elapsed": 0.09232637658715248, "loss": 1.208445923921708, }
json_stats: {"epoch": 1357, "elapsed": 0.09248787723481655, "loss": 1.2061438020768065, }
json_stats: {"epoch": 1358, "elapsed": 0.09317413903772831, "loss": 1.2060908209297398, }
json_stats: {"epoch": 1359, "elapsed": 0.09288548119366169, "loss": 1.2109902626681108, }
json_stats: {"epoch": 1360, "elapsed": 0.09363935887813568, "loss": 1.2025480149639594, }
json_stats: {"epoch": 1361, "elapsed": 0.09353703632950783, "loss": 1.2042262525919551, }
json_stats: {"epoch": 1362, "elapsed": 0.09099159203469753, "loss": 1.2111232118578001, }
json_stats: {"epoch": 1363, "elapsed": 0.09246816299855709, "loss": 1.2050695529530993, }
json_stats: {"epoch": 1364, "elapsed": 0.0922465119510889, "loss": 1.2102209485215425, }
json_stats: {"epoch": 1365, "elapsed": 0.09206117689609528, "loss": 1.20434819450243, }
json_stats: {"epoch": 1366, "elapsed": 0.08982419781386852, "loss": 1.2058685157915077, }
json_stats: {"epoch": 1367, "elapsed": 0.0895160660147667, "loss": 1.2071899848915437, }
json_stats: {"epoch": 1368, "elapsed": 0.09374909661710262, "loss": 1.20698270305845, }
json_stats: {"epoch": 1369, "elapsed": 0.09226759150624275, "loss": 1.2125250850265459, }
json_stats: {"epoch": 1370, "elapsed": 0.09496714361011982, "loss": 1.2027754256608079, }
json_stats: {"epoch": 1371, "elapsed": 0.09169635362923145, "loss": 1.2085766719298312, }
json_stats: {"epoch": 1372, "elapsed": 0.0925011895596981, "loss": 1.2079188925426647, }
json_stats: {"epoch": 1373, "elapsed": 0.09248911961913109, "loss": 1.2060109809515178, }
json_stats: {"epoch": 1374, "elapsed": 0.09298212453722954, "loss": 1.2068121542643229, }
json_stats: {"epoch": 1375, "elapsed": 0.09376320242881775, "loss": 1.2069932092836078, }
json_stats: {"epoch": 1376, "elapsed": 0.0920600164681673, "loss": 1.2043235397098189, }
json_stats: {"epoch": 1377, "elapsed": 0.09014885313808918, "loss": 1.2088744289432354, }
json_stats: {"epoch": 1378, "elapsed": 0.09340986795723438, "loss": 1.2055735063637307, }
json_stats: {"epoch": 1379, "elapsed": 0.09243112616240978, "loss": 1.210801045111562, }
json_stats: {"epoch": 1380, "elapsed": 0.09190385416150093, "loss": 1.2083914859550517, }
json_stats: {"epoch": 1381, "elapsed": 0.09053738415241241, "loss": 1.2070056138527152, }
json_stats: {"epoch": 1382, "elapsed": 0.0913691371679306, "loss": 1.2100245312649407, }
json_stats: {"epoch": 1383, "elapsed": 0.10002092272043228, "loss": 1.2045851971975536, }
json_stats: {"epoch": 1384, "elapsed": 0.09265161864459515, "loss": 1.2056074971302053, }
json_stats: {"epoch": 1385, "elapsed": 0.08980318903923035, "loss": 1.2087354987805545, }
json_stats: {"epoch": 1386, "elapsed": 0.09040149673819542, "loss": 1.2018498207816224, }
json_stats: {"epoch": 1387, "elapsed": 0.09090800769627094, "loss": 1.2088908856479517, }
json_stats: {"epoch": 1388, "elapsed": 0.09134850464761257, "loss": 1.2049607253478192, }
json_stats: {"epoch": 1389, "elapsed": 0.09113169275224209, "loss": 1.205007853984306, }
json_stats: {"epoch": 1390, "elapsed": 0.09032581932842731, "loss": 1.2048354476551049, }
json_stats: {"epoch": 1391, "elapsed": 0.09043891541659832, "loss": 1.208335748444665, }
json_stats: {"epoch": 1392, "elapsed": 0.09045165963470936, "loss": 1.2098538593532502, }
json_stats: {"epoch": 1393, "elapsed": 0.08976785652339458, "loss": 1.2059382452469398, }
json_stats: {"epoch": 1394, "elapsed": 0.10336366854608059, "loss": 1.2018984857379842, }
json_stats: {"epoch": 1395, "elapsed": 0.08954663015902042, "loss": 1.2114221938509069, }
json_stats: {"epoch": 1396, "elapsed": 0.09141247533261776, "loss": 1.2088609656330904, }
json_stats: {"epoch": 1397, "elapsed": 0.09144400432705879, "loss": 1.2058231765209615, }
json_stats: {"epoch": 1398, "elapsed": 0.09158051945269108, "loss": 1.210952523533371, }
json_stats: {"epoch": 1299, "elapsed": 0.09139890596270561, "loss": 1.2094354154826485, "sqnorm_min": 0.9561545043015454, "sqnorm_avg": 0.9971352996781269, "sqnorm_max": 0.9999899000001503, "mean_rank": 3.1726072607260725, "map_rank": 0.8788920306966987, "best": false}
json_stats: {"epoch": 1400, "elapsed": 0.0927260871976614, "loss": 1.205712299596078, }
json_stats: {"epoch": 1401, "elapsed": 0.0881699938327074, "loss": 1.2085922988902376, }
json_stats: {"epoch": 1402, "elapsed": 0.09142842516303062, "loss": 1.2068822824428422, }
json_stats: {"epoch": 1403, "elapsed": 0.0896392073482275, "loss": 1.2032328387130795, }
json_stats: {"epoch": 1404, "elapsed": 0.08942863531410694, "loss": 1.2090189696484552, }
json_stats: {"epoch": 1405, "elapsed": 0.08920450136065483, "loss": 1.207486901259573, }
json_stats: {"epoch": 1406, "elapsed": 0.08868492394685745, "loss": 1.2110613134284942, }
json_stats: {"epoch": 1407, "elapsed": 0.09666126221418381, "loss": 1.2094709205650351, }
json_stats: {"epoch": 1408, "elapsed": 0.09466631151735783, "loss": 1.2058844276926493, }
json_stats: {"epoch": 1409, "elapsed": 0.09114814549684525, "loss": 1.2083991446850277, }
json_stats: {"epoch": 1410, "elapsed": 0.09198109805583954, "loss": 1.2051101992898483, }
json_stats: {"epoch": 1411, "elapsed": 0.09261560812592506, "loss": 1.2068362225081357, }
json_stats: {"epoch": 1412, "elapsed": 0.09108442813158035, "loss": 1.2066659666960904, }
json_stats: {"epoch": 1413, "elapsed": 0.09185360372066498, "loss": 1.2073936057361345, }
json_stats: {"epoch": 1414, "elapsed": 0.09865239076316357, "loss": 1.207474172050776, }
json_stats: {"epoch": 1415, "elapsed": 0.08948436751961708, "loss": 1.206695039521842, }
json_stats: {"epoch": 1416, "elapsed": 0.09297854825854301, "loss": 1.2072658881864513, }
json_stats: {"epoch": 1417, "elapsed": 0.0927718747407198, "loss": 1.2065112429459213, }
json_stats: {"epoch": 1418, "elapsed": 0.09456168487668037, "loss": 1.2026370651619547, }
json_stats: {"epoch": 1419, "elapsed": 0.09146887809038162, "loss": 1.2043035843062584, }
json_stats: {"epoch": 1420, "elapsed": 0.0931196603924036, "loss": 1.2051386269811353, }
json_stats: {"epoch": 1421, "elapsed": 0.09397383406758308, "loss": 1.21003681462563, }
json_stats: {"epoch": 1422, "elapsed": 0.09608163312077522, "loss": 1.202086276536229, }
json_stats: {"epoch": 1423, "elapsed": 0.0914955623447895, "loss": 1.2060564366710593, }
json_stats: {"epoch": 1424, "elapsed": 0.09585086442530155, "loss": 1.2065965026169232, }
json_stats: {"epoch": 1425, "elapsed": 0.08748965337872505, "loss": 1.2072488547827447, }
json_stats: {"epoch": 1426, "elapsed": 0.08852218091487885, "loss": 1.20582295486312, }
json_stats: {"epoch": 1427, "elapsed": 0.08829886838793755, "loss": 1.2043632710794157, }
json_stats: {"epoch": 1428, "elapsed": 0.08876188471913338, "loss": 1.2071089418902172, }
json_stats: {"epoch": 1429, "elapsed": 0.08927548117935658, "loss": 1.2066243801758383, }
json_stats: {"epoch": 1430, "elapsed": 0.09107724949717522, "loss": 1.207892056569813, }
json_stats: {"epoch": 1431, "elapsed": 0.09078818373382092, "loss": 1.2039336682451016, }
json_stats: {"epoch": 1432, "elapsed": 0.09188305959105492, "loss": 1.2086429014149676, }
json_stats: {"epoch": 1433, "elapsed": 0.08972562476992607, "loss": 1.2028495347808843, }
json_stats: {"epoch": 1434, "elapsed": 0.09049039520323277, "loss": 1.2036329630520002, }
json_stats: {"epoch": 1435, "elapsed": 0.08984702453017235, "loss": 1.209287085220634, }
json_stats: {"epoch": 1436, "elapsed": 0.08940799906849861, "loss": 1.2058534974501278, }
json_stats: {"epoch": 1437, "elapsed": 0.08940712735056877, "loss": 1.2043327415644085, }
json_stats: {"epoch": 1438, "elapsed": 0.08972869999706745, "loss": 1.2135310266261083, }
json_stats: {"epoch": 1439, "elapsed": 0.09236715734004974, "loss": 1.2095373134506915, }
json_stats: {"epoch": 1440, "elapsed": 0.09358402900397778, "loss": 1.203542714604115, }
json_stats: {"epoch": 1441, "elapsed": 0.09311115369200706, "loss": 1.2034550206957972, }
json_stats: {"epoch": 1442, "elapsed": 0.09070424549281597, "loss": 1.2075195567404946, }
json_stats: {"epoch": 1443, "elapsed": 0.1015940923243761, "loss": 1.2086641199467105, }
json_stats: {"epoch": 1444, "elapsed": 0.08968148939311504, "loss": 1.2046172029542754, }
json_stats: {"epoch": 1445, "elapsed": 0.09311198443174362, "loss": 1.2078628736619037, }
json_stats: {"epoch": 1446, "elapsed": 0.09854739718139172, "loss": 1.206179824792387, }
json_stats: {"epoch": 1447, "elapsed": 0.0872967392206192, "loss": 1.205527311065917, }
json_stats: {"epoch": 1448, "elapsed": 0.08998625539243221, "loss": 1.207764346091178, }
json_stats: {"epoch": 1449, "elapsed": 0.09239226020872593, "loss": 1.2074817086137555, }
json_stats: {"epoch": 1450, "elapsed": 0.08847513236105442, "loss": 1.2048742736489282, }
json_stats: {"epoch": 1451, "elapsed": 0.09156063571572304, "loss": 1.2036775870339893, }
json_stats: {"epoch": 1452, "elapsed": 0.09054041653871536, "loss": 1.204227570221025, }
json_stats: {"epoch": 1453, "elapsed": 0.08848187141120434, "loss": 1.2100824876598262, }
json_stats: {"epoch": 1454, "elapsed": 0.09288355708122253, "loss": 1.2070093009022995, }
json_stats: {"epoch": 1455, "elapsed": 0.09065233916044235, "loss": 1.2073592797824024, }
json_stats: {"epoch": 1456, "elapsed": 0.09006161615252495, "loss": 1.2093032477346606, }
json_stats: {"epoch": 1457, "elapsed": 0.0898972786962986, "loss": 1.209546468492191, }
json_stats: {"epoch": 1458, "elapsed": 0.09117107652127743, "loss": 1.2078341555066154, }
json_stats: {"epoch": 1459, "elapsed": 0.0913552325218916, "loss": 1.2072799549476698, }
json_stats: {"epoch": 1460, "elapsed": 0.08883331529796124, "loss": 1.207627201309642, }
json_stats: {"epoch": 1461, "elapsed": 0.09220526367425919, "loss": 1.2055685918616976, }
json_stats: {"epoch": 1462, "elapsed": 0.0916212946176529, "loss": 1.2094819540299355, }
json_stats: {"epoch": 1463, "elapsed": 0.08963420428335667, "loss": 1.2075618433344504, }
json_stats: {"epoch": 1464, "elapsed": 0.0929776132106781, "loss": 1.2033348186762007, }
json_stats: {"epoch": 1465, "elapsed": 0.09325918182730675, "loss": 1.2065624438889757, }
json_stats: {"epoch": 1466, "elapsed": 0.09190960042178631, "loss": 1.206195741178265, }
json_stats: {"epoch": 1467, "elapsed": 0.08952272310853004, "loss": 1.2058380952145105, }
json_stats: {"epoch": 1468, "elapsed": 0.08974744752049446, "loss": 1.205309596267288, }
json_stats: {"epoch": 1469, "elapsed": 0.09111048467457294, "loss": 1.2078333156094583, }
json_stats: {"epoch": 1470, "elapsed": 0.0896811131387949, "loss": 1.2086886856137444, }
json_stats: {"epoch": 1471, "elapsed": 0.10212962329387665, "loss": 1.2064390493995114, }
json_stats: {"epoch": 1472, "elapsed": 0.0937418732792139, "loss": 1.2099234975508097, }
json_stats: {"epoch": 1473, "elapsed": 0.08860494568943977, "loss": 1.2042998191109398, }
json_stats: {"epoch": 1474, "elapsed": 0.08753172867000103, "loss": 1.2046231001633403, }
json_stats: {"epoch": 1475, "elapsed": 0.08996111154556274, "loss": 1.2077825065382848, }
json_stats: {"epoch": 1476, "elapsed": 0.09292742237448692, "loss": 1.2040882051743265, }
json_stats: {"epoch": 1477, "elapsed": 0.09332842007279396, "loss": 1.2070547458823353, }
json_stats: {"epoch": 1478, "elapsed": 0.0936661846935749, "loss": 1.2057093631934492, }
json_stats: {"epoch": 1479, "elapsed": 0.09281067177653313, "loss": 1.2120942549506928, }
json_stats: {"epoch": 1480, "elapsed": 0.09362186677753925, "loss": 1.2069732171681855, }
json_stats: {"epoch": 1481, "elapsed": 0.09304405935108662, "loss": 1.207151489774568, }
json_stats: {"epoch": 1482, "elapsed": 0.09256384894251823, "loss": 1.2068734919104043, }
json_stats: {"epoch": 1483, "elapsed": 0.09278187341988087, "loss": 1.20625660341719, }
json_stats: {"epoch": 1484, "elapsed": 0.09085713140666485, "loss": 1.208683096839707, }
json_stats: {"epoch": 1485, "elapsed": 0.08914431743323803, "loss": 1.2082952405139507, }
json_stats: {"epoch": 1486, "elapsed": 0.0932773295789957, "loss": 1.2056271123467948, }
json_stats: {"epoch": 1487, "elapsed": 0.08883205987513065, "loss": 1.2043811137047642, }
json_stats: {"epoch": 1488, "elapsed": 0.09642425552010536, "loss": 1.2078570112694094, }
json_stats: {"epoch": 1489, "elapsed": 0.09099863842129707, "loss": 1.2036403062095553, }
json_stats: {"epoch": 1490, "elapsed": 0.09363031573593616, "loss": 1.211121292895827, }
json_stats: {"epoch": 1491, "elapsed": 0.09371389634907246, "loss": 1.207564922684669, }
json_stats: {"epoch": 1492, "elapsed": 0.09518412128090858, "loss": 1.2046665047133482, }
json_stats: {"epoch": 1493, "elapsed": 0.09335720911622047, "loss": 1.2049506666082792, }
json_stats: {"epoch": 1494, "elapsed": 0.09377055242657661, "loss": 1.2091795294044365, }
json_stats: {"epoch": 1495, "elapsed": 0.09357926622033119, "loss": 1.2077197714731176, }
json_stats: {"epoch": 1496, "elapsed": 0.09316407330334187, "loss": 1.207859414966829, }
json_stats: {"epoch": 1497, "elapsed": 0.09246245957911015, "loss": 1.209225583285809, }
json_stats: {"epoch": 1498, "elapsed": 0.09600995108485222, "loss": 1.2070798798880875, }
json_stats: {"epoch": 1399, "elapsed": 0.09462964348495007, "loss": 1.2053081297816872, "sqnorm_min": 0.9587851374170173, "sqnorm_avg": 0.9973654962848271, "sqnorm_max": 0.9999899000002106, "mean_rank": 3.1716171617161715, "map_rank": 0.8791037666772312, "best": false}
json_stats: {"epoch": 1499, "elapsed": 0.09194165095686913, "loss": 1.2087830202886667, "sqnorm_min": 0.9630843369078911, "sqnorm_avg": 0.9975691605176586, "sqnorm_max": 0.9999899000002798, "mean_rank": 3.1623762376237625, "map_rank": 0.8790384710187361, "best": false}
