sync: runs/exp_oracle_ds_7cell_fdr_both_20260424_162210/log.jsonl
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runs/exp_oracle_ds_7cell_fdr_both_20260424_162210/log.jsonl
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{"epoch": 0, "train_mse": 62.50783133406956, "val_mse": 58.99020673666952, "val_pearson_mean": 0.12478738278150558, "val_spearman_mean": 0.08310184627771378, "val_pearson_per_cell": [0.3108164668083191, 0.12426619976758957, 0.08190302550792694, 0.09218905121088028, 0.11027781665325165, 0.3685050308704376, 0.02876690961420536, 0.1945813149213791, 0.0794144719839096, -0.008700162172317505, 0.0701979249715805, 0.03943691775202751, 0.2715534567832947, -0.01618494838476181], "val_spearman_per_cell": [0.26936888694763184, 0.07675086706876755, 0.05614042282104492, 0.09774506837129593, 0.1200949177145958, 0.21791958808898926, 0.010309725999832153, 0.12074249237775803, 0.04030269384384155, -0.0010415464639663696, 0.0379127562046051, 0.02250666171312332, 0.09432605654001236, 0.00034724155557341874], "patience": 0, "improved": true}
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{"epoch": 1, "train_mse": 60.262567765524274, "val_mse": 59.45385703444082, "val_pearson_mean": 0.1246630996465683, "val_spearman_mean": 0.0818469375371933, "val_pearson_per_cell": [0.32555729150772095, 0.13093522191047668, 0.09624100476503372, 0.09436913579702377, 0.119744673371315, 0.3914535939693451, 0.007071477361023426, 0.2415841817855835, -0.043541621416807175, 0.043034378439188004, 0.057146720588207245, 0.004576901439577341, 0.29751208424568176, -0.020401790738105774], "val_spearman_per_cell": [0.2816716730594635, 0.0726420059800148, 0.05918235331773758, 0.09852034598588943, 0.11664605885744095, 0.22440917789936066, -0.0056452443823218346, 0.1589323729276657, -0.013267509639263153, 0.019710805267095566, 0.03634358197450638, -0.01435156911611557, 0.11645147204399109, -0.005388426594436169], "patience": 1, "improved": false}
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{"epoch": 2, "train_mse": 59.2468778284558, "val_mse": 58.549510343562595, "val_pearson_mean": 0.12562790513038635, "val_spearman_mean": 0.07918977737426758, "val_pearson_per_cell": [0.32569122314453125, 0.12036342918872833, 0.10645577311515808, 0.09983009099960327, 0.12810437381267548, 0.3965701162815094, 0.03327947109937668, 0.23287981748580933, 0.040193699300289154, -0.027399586513638496, 0.013170496560633183, 0.001560098840855062, 0.3026812672615051, -0.014589378610253334], "val_spearman_per_cell": [0.27243730425834656, 0.05976248160004616, 0.05933292210102081, 0.09652048349380493, 0.11281143128871918, 0.231300488114357, 0.007738243788480759, 0.14518648386001587, 0.019588656723499298, -0.014184379018843174, 0.000603208492975682, -0.000323600135743618, 0.1158309280872345, 0.0020522598642855883], "patience": 0, "improved": true}
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{"epoch": 3, "train_mse": 58.28486151406853, "val_mse": 58.805768465814175, "val_pearson_mean": 0.11710502952337265, "val_spearman_mean": 0.0782599225640297, "val_pearson_per_cell": [0.34060725569725037, 0.105487160384655, 0.10880488902330399, 0.0943518579006195, 0.13066624104976654, 0.37492018938064575, 0.0008262469782494009, 0.27362391352653503, -0.03075762838125229, 0.016131222248077393, 0.007293364964425564, 0.052920419722795486, 0.1622667759656906, 0.0023284954950213432], "val_spearman_per_cell": [0.2867765426635742, 0.06615836173295975, 0.059990640729665756, 0.09288258105516434, 0.11400500684976578, 0.23156461119651794, -0.011073891073465347, 0.17770223319530487, -0.022839384153485298, -0.0036840972024947405, 0.00941554270684719, 0.03183871880173683, 0.0706295520067215, -0.007727618794888258], "patience": 1, "improved": false}
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| 5 |
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{"epoch": 4, "train_mse": 57.35560938343211, "val_mse": 58.60341923953409, "val_pearson_mean": 0.12835033237934113, "val_spearman_mean": 0.0835440531373024, "val_pearson_per_cell": [0.3504351079463959, 0.12366081774234772, 0.11096812784671783, 0.10157406330108643, 0.13991382718086243, 0.3696158230304718, 0.022694669663906097, 0.2781672477722168, 0.06064942106604576, -0.022151855751872063, 0.052881814539432526, -0.025477174669504166, 0.24130092561244965, -0.007328021805733442], "val_spearman_per_cell": [0.28611961007118225, 0.06496690213680267, 0.05844087153673172, 0.09740079194307327, 0.12361330538988113, 0.2256067991256714, 0.005933970212936401, 0.1713356375694275, 0.02872195839881897, -0.003155685495585203, 0.029868902638554573, -0.009982884861528873, 0.09937513619661331, -0.00862870179116726], "patience": 0, "improved": true}
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{"epoch": 5, "train_mse": 56.17816419811672, "val_mse": 59.055801866718205, "val_pearson_mean": 0.1355949491262436, "val_spearman_mean": 0.08559440821409225, "val_pearson_per_cell": [0.3394030034542084, 0.1322236955165863, 0.11164816468954086, 0.10045333206653595, 0.15495778620243073, 0.36347028613090515, 0.01926720328629017, 0.2678552269935608, 0.050899576395750046, -0.01665814407169819, 0.03945587947964668, 0.04797002300620079, 0.28682589530944824, 0.000557238410692662], "val_spearman_per_cell": [0.2854522466659546, 0.06827864050865173, 0.0635073184967041, 0.09397152811288834, 0.11357171088457108, 0.2165217101573944, 0.006083909887820482, 0.1677107810974121, 0.02376486174762249, -0.0042687105014920235, 0.026965588331222534, 0.023730767890810966, 0.11234947293996811, 0.0006817488465458155], "patience": 0, "improved": true}
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| 7 |
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{"epoch": 6, "train_mse": 55.093158784940634, "val_mse": 58.85189550171143, "val_pearson_mean": 0.1312934160232544, "val_spearman_mean": 0.08272339403629303, "val_pearson_per_cell": [0.34589073061943054, 0.12896844744682312, 0.11333232372999191, 0.09731554985046387, 0.1656518131494522, 0.33591073751449585, 0.022127095609903336, 0.2576255202293396, 0.03846641629934311, 0.030475404113531113, 0.07859423756599426, 0.001885980018414557, 0.22167237102985382, 0.000191115599591285], "val_spearman_per_cell": [0.28587785363197327, 0.06689511239528656, 0.06294427812099457, 0.09289649873971939, 0.12476398795843124, 0.21945443749427795, 0.001351015642285347, 0.16894885897636414, 0.013286869041621685, 0.003547909203916788, 0.0396587960422039, -0.0026041693054139614, 0.0829261764883995, -0.0018200555350631475], "patience": 1, "improved": false}
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{"epoch": 7, "train_mse": 54.27023225972095, "val_mse": 59.01740248273691, "val_pearson_mean": 0.12962698936462402, "val_spearman_mean": 0.08341749012470245, "val_pearson_per_cell": [0.3356681168079376, 0.12016666680574417, 0.11270309239625931, 0.10050191730260849, 0.1756998747587204, 0.34913235902786255, 0.025381047278642654, 0.2680606245994568, 0.04078763723373413, 0.020161645486950874, 0.001296042581088841, 0.04464828222990036, 0.21908478438854218, 0.00148570176679641], "val_spearman_per_cell": [0.2814420461654663, 0.06826753169298172, 0.05991886928677559, 0.09403828531503677, 0.13101054728031158, 0.2290121167898178, -0.00037560734199360013, 0.16654065251350403, 0.023473870009183884, 0.004053853452205658, 0.00240326183848083, 0.019046014174818993, 0.08846255391836166, 0.0005509161856025457], "patience": 2, "improved": false}
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| 9 |
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{"epoch": 9, "train_mse": 52.54499605710802, "val_mse": 59.3152811452378, "val_pearson_mean": 0.1194772720336914, "val_spearman_mean": 0.07723169773817062, "val_pearson_per_cell": [0.33847376704216003, 0.11571390926837921, 0.11931034177541733, 0.0905686616897583, 0.1943816840648651, 0.3350026607513428, 0.014550917781889439, 0.22660157084465027, 0.03343743458390236, 0.031077563762664795, 0.005102763883769512, -0.025964166969060898, 0.17999432981014252, 0.014430415816605091], "val_spearman_per_cell": [0.2848835587501526, 0.06416960060596466, 0.064183808863163, 0.09120149910449982, 0.1196293756365776, 0.22437812387943268, 0.0013832488330081105, 0.16710679233074188, 0.01249485183507204, 0.016776829957962036, 0.01584424264729023, -0.013660294003784657, 0.03930090740323067, -0.006448817439377308], "patience": 4, "improved": false}
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| 11 |
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{"epoch": 10, "train_mse": 51.720572697465, "val_mse": 59.26592103233475, "val_pearson_mean": 0.12629468739032745, "val_spearman_mean": 0.083128921687603, "val_pearson_per_cell": [0.3379983901977539, 0.12594671547412872, 0.12237777560949326, 0.10325081646442413, 0.22186295688152313, 0.33022060990333557, 0.02287626452744007, 0.2540321946144104, -0.004605749621987343, 0.0015402862336486578, 0.04512210935354233, -0.03499457240104675, 0.24108529090881348, 0.0014126256573945284], "val_spearman_per_cell": [0.2925156056880951, 0.0814090147614479, 0.06176254153251648, 0.09286008030176163, 0.12067684531211853, 0.21847423911094666, -0.009875290095806122, 0.17176784574985504, -0.004120879806578159, 0.009984457865357399, 0.02841208688914776, -0.01430642418563366, 0.10382718592882156, 0.010417486540973186], "patience": 5, "improved": false}
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| 12 |
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{"epoch": 11, "train_mse": 51.03802714227762, "val_mse": 58.83357306672468, "val_pearson_mean": 0.1264524906873703, "val_spearman_mean": 0.08392386883497238, "val_pearson_per_cell": [0.3339127004146576, 0.11561982333660126, 0.12455898523330688, 0.10269810259342194, 0.2145751565694809, 0.3384747803211212, 0.024610301479697227, 0.19914944469928741, 0.07124030590057373, -0.022041304036974907, 0.010007820092141628, 0.03292296081781387, 0.22599342465400696, -0.0013876727316528559], "val_spearman_per_cell": [0.28818970918655396, 0.06948008388280869, 0.06716791540384293, 0.0948835089802742, 0.13414716720581055, 0.2329477220773697, 0.013685440644621849, 0.14178186655044556, 0.034205351024866104, -0.0043714032508432865, -0.0033333366736769676, 0.018493209034204483, 0.09554313868284225, -0.00788615271449089], "patience": 6, "improved": false}
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| 13 |
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{"epoch": 12, "train_mse": 50.47104930076966, "val_mse": 59.60890529112081, "val_pearson_mean": 0.12427680194377899, "val_spearman_mean": 0.08088161796331406, "val_pearson_per_cell": [0.32422900199890137, 0.12806843221187592, 0.11772292107343674, 0.09051993489265442, 0.22040456533432007, 0.33848142623901367, 0.02632066048681736, 0.22531071305274963, -0.016997912898659706, 0.03235144540667534, 0.0129697872325778, 0.033480025827884674, 0.2099515050649643, -0.002937398385256529], "val_spearman_per_cell": [0.28006064891815186, 0.07296149432659149, 0.05196066573262215, 0.09218008816242218, 0.1344849169254303, 0.23445771634578705, -0.002589845797047019, 0.1463409960269928, 0.006585305090993643, 0.01368290651589632, 0.007134913466870785, 0.011643005535006523, 0.08788464963436127, -0.004444779362529516], "patience": 7, "improved": false}
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{"epoch": 13, "train_mse": 49.752995840937736, "val_mse": 59.301268609564495, "val_pearson_mean": 0.12163413316011429, "val_spearman_mean": 0.08482883125543594, "val_pearson_per_cell": [0.32051995396614075, 0.12415200471878052, 0.1183820441365242, 0.08098121732473373, 0.21950671076774597, 0.3419194221496582, 0.03507528081536293, 0.15866339206695557, 0.049090150743722916, -0.012582751922309399, -0.005530442576855421, 0.026061924174427986, 0.2546583414077759, -0.008019333705306053], "val_spearman_per_cell": [0.2772577106952667, 0.0716419592499733, 0.061833858489990234, 0.08241579681634903, 0.13695022463798523, 0.2289479821920395, 0.00452558696269989, 0.16267502307891846, 0.03661372512578964, 0.000977884279564023, 0.018220236524939537, 0.011483251117169857, 0.0875944122672081, 0.006465950049459934], "patience": 8, "improved": false}
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{"epoch": 14, "train_mse": 49.14934134721772, "val_mse": 59.14848840477217, "val_pearson_mean": 0.12652800977230072, "val_spearman_mean": 0.08550716936588287, "val_pearson_per_cell": [0.3190391957759857, 0.1044853925704956, 0.11103329062461853, 0.09814853221178055, 0.2268907129764557, 0.33094993233680725, 0.02304144948720932, 0.2565629482269287, -0.019701382145285606, 0.02313515543937683, -0.0027997358702123165, 0.04921364039182663, 0.24261699616909027, 0.008776084519922733], "val_spearman_per_cell": [0.29394495487213135, 0.06615576148033142, 0.042962606996297836, 0.09047535806894302, 0.1282808482646942, 0.21893812716007233, 0.00883339811116457, 0.17491397261619568, -0.006387059576809406, 0.013889767229557037, 0.02119034342467785, 0.02886042930185795, 0.11617854237556458, -0.0011367307743057609], "patience": 9, "improved": false}
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{"epoch": 15, "train_mse": 48.71920771331791, "val_mse": 59.21615147491867, "val_pearson_mean": 0.13528764247894287, "val_spearman_mean": 0.08208649605512619, "val_pearson_per_cell": [0.32625284790992737, 0.11774202436208725, 0.1207435131072998, 0.09498805552721024, 0.2270706743001938, 0.32792186737060547, 0.02816026844084263, 0.23511448502540588, 0.04228374361991882, 0.021777736023068428, 0.05460371449589729, 0.03535289317369461, 0.24487335979938507, 0.017141858115792274], "val_spearman_per_cell": [0.2895547151565552, 0.07259375602006912, 0.05956408381462097, 0.08756567537784576, 0.13191772997379303, 0.2250145524740219, -0.010931375436484814, 0.15775802731513977, 0.017269769683480263, 0.009075619280338287, 0.03670023754239082, 0.00204418390057981, 0.06920182704925537, 0.0018821475096046925], "patience": 10, "improved": false}
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