oracle v2 FDR-only: log.jsonl
Browse files
runs/exp_oracle_v2_fdr_only_h100/log.jsonl
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{"epoch": 0, "train_mse": 124.2967392140418, "val_mse": 121.39564865909604, "val_pearson_mean": 0.16304031014442444, "val_spearman_mean": 0.12514129281044006, "val_pearson_per_cell": [0.3073663115501404, 0.13511645793914795, 0.0879615843296051, 0.08966975659132004, 0.12468942254781723, 0.3695198595523834, 0.02695881761610508], "val_spearman_per_cell": [0.27170637249946594, 0.08985119313001633, 0.06554792821407318, 0.09011077880859375, 0.11947738379240036, 0.22498854994773865, 0.014306813478469849], "patience": 0, "improved": true}
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{"epoch": 1, "train_mse": 119.98239979320343, "val_mse": 118.82766249331819, "val_pearson_mean": 0.17769396305084229, "val_spearman_mean": 0.13178201019763947, "val_pearson_per_cell": [0.3334447145462036, 0.13823287189006805, 0.11209744215011597, 0.10342199355363846, 0.13278166949748993, 0.4004982113838196, 0.02338077872991562], "val_spearman_per_cell": [0.28440576791763306, 0.08257437497377396, 0.08216048032045364, 0.1034393161535263, 0.12642396986484528, 0.22954663634300232, 0.013923545368015766], "patience": 0, "improved": true}
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{"epoch": 2, "train_mse": 117.8593269683832, "val_mse": 118.95795831880388, "val_pearson_mean": 0.18295566737651825, "val_spearman_mean": 0.13045482337474823, "val_pearson_per_cell": [0.3462585508823395, 0.12855693697929382, 0.10374981164932251, 0.09949928522109985, 0.19188986718654633, 0.397892564535141, 0.012842758558690548], "val_spearman_per_cell": [0.29376810789108276, 0.07629330456256866, 0.0768028125166893, 0.090882308781147, 0.13067500293254852, 0.23780888319015503, 0.006953408941626549], "patience": 0, "improved": true}
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{"epoch": 3, "train_mse": 115.88724381885167, "val_mse": 117.736180916327, "val_pearson_mean": 0.19702628254890442, "val_spearman_mean": 0.13039636611938477, "val_pearson_per_cell": [0.3306615650653839, 0.13437028229236603, 0.12689504027366638, 0.10501544177532196, 0.23739103972911835, 0.41781386733055115, 0.027036823332309723], "val_spearman_per_cell": [0.27812308073043823, 0.07952260226011276, 0.08912135660648346, 0.09051103889942169, 0.1243644431233406, 0.23920807242393494, 0.011923952959477901], "patience": 0, "improved": true}
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{"epoch": 4, "train_mse": 113.73160050682203, "val_mse": 119.03404791094188, "val_pearson_mean": 0.19732268154621124, "val_spearman_mean": 0.1329011470079422, "val_pearson_per_cell": [0.34871259331703186, 0.13714641332626343, 0.12333603203296661, 0.09835431724786758, 0.24422979354858398, 0.387274831533432, 0.0422045961022377], "val_spearman_per_cell": [0.2974451780319214, 0.07844007760286331, 0.07811184972524643, 0.08715716749429703, 0.1373598426580429, 0.23564285039901733, 0.01615109294652939], "patience": 0, "improved": true}
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{"epoch": 5, "train_mse": 111.62404416903439, "val_mse": 118.20070936831819, "val_pearson_mean": 0.19310760498046875, "val_spearman_mean": 0.1335393637418747, "val_pearson_per_cell": [0.35357317328453064, 0.12493889033794403, 0.11857686191797256, 0.09923560917377472, 0.24178944528102875, 0.38546445965766907, 0.028174780309200287], "val_spearman_per_cell": [0.30084291100502014, 0.080081045627594, 0.06862838566303253, 0.0965467020869255, 0.1355772763490677, 0.2435733675956726, 0.009525811299681664], "patience": 1, "improved": false}
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{"epoch": 6, "train_mse": 109.53875895337924, "val_mse": 118.92255453507116, "val_pearson_mean": 0.19930680096149445, "val_spearman_mean": 0.13135255873203278, "val_pearson_per_cell": [0.3452291488647461, 0.13835106790065765, 0.12764108180999756, 0.11122363060712814, 0.26427003741264343, 0.37832531332969666, 0.03010723739862442], "val_spearman_per_cell": [0.2887124717235565, 0.0762677863240242, 0.0842200219631195, 0.09320540726184845, 0.13735926151275635, 0.2376895397901535, 0.002013458637520671], "patience": 0, "improved": true}
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{"epoch": 7, "train_mse": 107.80363798601468, "val_mse": 120.1654433969602, "val_pearson_mean": 0.19689945876598358, "val_spearman_mean": 0.13514377176761627, "val_pearson_per_cell": [0.34199512004852295, 0.13587622344493866, 0.12628605961799622, 0.10754353553056717, 0.2645263671875, 0.35927337408065796, 0.04279559478163719], "val_spearman_per_cell": [0.2971224784851074, 0.07988724112510681, 0.08206893503665924, 0.09435255080461502, 0.13966985046863556, 0.23728474974632263, 0.015620578080415726], "patience": 1, "improved": false}
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{"epoch": 8, "train_mse": 106.17470757718873, "val_mse": 118.92063247005713, "val_pearson_mean": 0.20035068690776825, "val_spearman_mean": 0.13522176444530487, "val_pearson_per_cell": [0.34732764959335327, 0.13301433622837067, 0.12120114266872406, 0.1172836497426033, 0.25788310170173645, 0.38333186507225037, 0.042413048446178436], "val_spearman_per_cell": [0.29517751932144165, 0.0760946199297905, 0.08790204674005508, 0.10083145648241043, 0.1377669870853424, 0.23689420521259308, 0.011885508894920349], "patience": 0, "improved": true}
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{"epoch": 9, "train_mse": 104.60212947597444, "val_mse": 118.74994946227073, "val_pearson_mean": 0.19777970016002655, "val_spearman_mean": 0.13722097873687744, "val_pearson_per_cell": [0.3424054980278015, 0.12288141995668411, 0.12946373224258423, 0.12373096495866776, 0.26975300908088684, 0.36088669300079346, 0.035336654633283615], "val_spearman_per_cell": [0.3007317781448364, 0.07497581839561462, 0.08478458970785141, 0.10358090698719025, 0.13627062737941742, 0.24492058157920837, 0.015282580628991127], "patience": 1, "improved": false}
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{"epoch": 10, "train_mse": 103.41436725827894, "val_mse": 118.44751120117057, "val_pearson_mean": 0.19846458733081818, "val_spearman_mean": 0.13604627549648285, "val_pearson_per_cell": [0.3475470542907715, 0.11070189625024796, 0.13176986575126648, 0.13572342693805695, 0.260483056306839, 0.3695929944515228, 0.03343363106250763], "val_spearman_per_cell": [0.3011385202407837, 0.07154431194067001, 0.08480247110128403, 0.1064479872584343, 0.13478048145771027, 0.24094365537166595, 0.012666530907154083], "patience": 2, "improved": false}
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{"epoch": 11, "train_mse": 102.03920605963799, "val_mse": 119.07220441855706, "val_pearson_mean": 0.19879615306854248, "val_spearman_mean": 0.13125479221343994, "val_pearson_per_cell": [0.32840773463249207, 0.12801989912986755, 0.1293731927871704, 0.13392092287540436, 0.2520366907119751, 0.37562912702560425, 0.04418540745973587], "val_spearman_per_cell": [0.2911691665649414, 0.07228924334049225, 0.08186890184879303, 0.1032818853855133, 0.1334218829870224, 0.23427972197532654, 0.002472696593031287], "patience": 3, "improved": false}
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{"epoch": 12, "train_mse": 100.65223781132495, "val_mse": 119.26039638414782, "val_pearson_mean": 0.1933334916830063, "val_spearman_mean": 0.13359658420085907, "val_pearson_per_cell": [0.32927191257476807, 0.12262879312038422, 0.12618814408779144, 0.13908502459526062, 0.2304617464542389, 0.3598298728466034, 0.04586891084909439], "val_spearman_per_cell": [0.2967902719974518, 0.07591040432453156, 0.0824359878897667, 0.10364750027656555, 0.1303357183933258, 0.2378435581922531, 0.008212696760892868], "patience": 4, "improved": false}
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{"epoch": 13, "train_mse": 99.51395012916008, "val_mse": 120.05260360984899, "val_pearson_mean": 0.19859813153743744, "val_spearman_mean": 0.13319745659828186, "val_pearson_per_cell": [0.32221484184265137, 0.13125300407409668, 0.13116022944450378, 0.1369560956954956, 0.25437572598457336, 0.363065630197525, 0.05116146057844162], "val_spearman_per_cell": [0.2921644449234009, 0.07747834920883179, 0.08803874999284744, 0.10408233106136322, 0.12908929586410522, 0.23232924938201904, 0.009199817664921284], "patience": 5, "improved": false}
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{"epoch": 14, "train_mse": 98.40032503790887, "val_mse": 119.97470157617684, "val_pearson_mean": 0.1970115453004837, "val_spearman_mean": 0.13382449746131897, "val_pearson_per_cell": [0.31223800778388977, 0.13136708736419678, 0.1347009837627411, 0.15231658518314362, 0.25290346145629883, 0.34502339363098145, 0.0505312904715538], "val_spearman_per_cell": [0.3003173768520355, 0.0738438293337822, 0.09092871099710464, 0.10930798947811127, 0.1269349306821823, 0.2306976318359375, 0.004740994889289141], "patience": 6, "improved": false}
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{"epoch": 15, "train_mse": 97.48662110470873, "val_mse": 120.85320678694625, "val_pearson_mean": 0.19788502156734467, "val_spearman_mean": 0.13330940902233124, "val_pearson_per_cell": [0.3048844039440155, 0.13347338140010834, 0.13915391266345978, 0.14159248769283295, 0.2522487938404083, 0.36648425459861755, 0.047357797622680664], "val_spearman_per_cell": [0.2859315276145935, 0.07759784907102585, 0.0853240117430687, 0.09903907775878906, 0.13619817793369293, 0.23971758782863617, 0.009357718750834465], "patience": 7, "improved": false}
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{"epoch": 16, "train_mse": 96.44200711070961, "val_mse": 119.90906432183783, "val_pearson_mean": 0.19091568887233734, "val_spearman_mean": 0.13486121594905853, "val_pearson_per_cell": [0.31638404726982117, 0.11314836144447327, 0.1479295790195465, 0.15850819647312164, 0.2519325017929077, 0.35035595297813416, -0.0018488159403204918], "val_spearman_per_cell": [0.29827478528022766, 0.0752188041806221, 0.0884760394692421, 0.1139739453792572, 0.11822167783975601, 0.24204634130001068, 0.00781688466668129], "patience": 8, "improved": false}
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{"epoch": 17, "train_mse": 95.37196434091119, "val_mse": 119.7369307931311, "val_pearson_mean": 0.19941164553165436, "val_spearman_mean": 0.13357380032539368, "val_pearson_per_cell": [0.314508318901062, 0.13106735050678253, 0.13539382815361023, 0.16621294617652893, 0.24611318111419678, 0.3582543730735779, 0.04433154687285423], "val_spearman_per_cell": [0.2872989773750305, 0.07571815699338913, 0.08203181624412537, 0.12066715955734253, 0.12559795379638672, 0.23170410096645355, 0.01199838425964117], "patience": 9, "improved": false}
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{"epoch": 18, "train_mse": 94.29327170473658, "val_mse": 119.9885661731696, "val_pearson_mean": 0.19700144231319427, "val_spearman_mean": 0.1334161013364792, "val_pearson_per_cell": [0.3143998086452484, 0.12649299204349518, 0.14016464352607727, 0.16656877100467682, 0.24867472052574158, 0.3455992639064789, 0.037109892815351486], "val_spearman_per_cell": [0.29866233468055725, 0.07619573920965195, 0.07744564861059189, 0.11586899310350418, 0.12924760580062866, 0.236226886510849, 0.0002655918069649488], "patience": 10, "improved": false}
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{"epoch": 19, "train_mse": 93.62035457510031, "val_mse": 119.37889809349107, "val_pearson_mean": 0.1964273452758789, "val_spearman_mean": 0.13827022910118103, "val_pearson_per_cell": [0.30496084690093994, 0.12765736877918243, 0.13239073753356934, 0.17822778224945068, 0.2371874302625656, 0.36367952823638916, 0.030887680128216743], "val_spearman_per_cell": [0.2919886112213135, 0.08345292508602142, 0.09090322256088257, 0.11661452054977417, 0.13661594688892365, 0.23835276067256927, 0.009963611140847206], "patience": 11, "improved": false}
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{"epoch": 20, "train_mse": 92.69875699932665, "val_mse": 121.05237150823116, "val_pearson_mean": 0.18998292088508606, "val_spearman_mean": 0.13269273936748505, "val_pearson_per_cell": [0.28994736075401306, 0.12108299881219864, 0.13871391117572784, 0.1667802929878235, 0.22535385191440582, 0.36505159735679626, 0.022950293496251106], "val_spearman_per_cell": [0.2856822907924652, 0.07458251714706421, 0.08674480020999908, 0.1077590212225914, 0.12297645956277847, 0.23752263188362122, 0.01358153484761715], "patience": 12, "improved": false}
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{"epoch": 21, "train_mse": 92.11287704546044, "val_mse": 120.29132746464904, "val_pearson_mean": 0.19554772973060608, "val_spearman_mean": 0.1363256424665451, "val_pearson_per_cell": [0.30767980217933655, 0.12721161544322968, 0.13321827352046967, 0.174281045794487, 0.24011464416980743, 0.34848007559776306, 0.037848733365535736], "val_spearman_per_cell": [0.28764668107032776, 0.0753878578543663, 0.08047081530094147, 0.12149810791015625, 0.13556911051273346, 0.24111492931842804, 0.012592035345733166], "patience": 13, "improved": false}
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{"epoch": 22, "train_mse": 91.49820022542394, "val_mse": 120.53103848541068, "val_pearson_mean": 0.1951960176229477, "val_spearman_mean": 0.13531853258609772, "val_pearson_per_cell": [0.2928193211555481, 0.11580517143011093, 0.13335567712783813, 0.19267767667770386, 0.25242701172828674, 0.337517648935318, 0.04176958277821541], "val_spearman_per_cell": [0.29578089714050293, 0.07112613320350647, 0.08847349137067795, 0.12441928684711456, 0.12696772813796997, 0.2310768961906433, 0.009385291486978531], "patience": 14, "improved": false}
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{"epoch": 23, "train_mse": 90.65441158366504, "val_mse": 120.55838429085092, "val_pearson_mean": 0.1970137506723404, "val_spearman_mean": 0.135850727558136, "val_pearson_per_cell": [0.29890695214271545, 0.12143580615520477, 0.1392679661512375, 0.18731506168842316, 0.23713335394859314, 0.34651491045951843, 0.048522256314754486], "val_spearman_per_cell": [0.2851118743419647, 0.07235591113567352, 0.08339345455169678, 0.12825167179107666, 0.14173956215381622, 0.22974321246147156, 0.010359389707446098], "patience": 15, "improved": false}
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{"epoch": 24, "train_mse": 90.04195951817921, "val_mse": 119.89821133632066, "val_pearson_mean": 0.1959482580423355, "val_spearman_mean": 0.1364968717098236, "val_pearson_per_cell": [0.30316078662872314, 0.1210155263543129, 0.1380285918712616, 0.1854114830493927, 0.23640966415405273, 0.3593915104866028, 0.02822028286755085], "val_spearman_per_cell": [0.2876056730747223, 0.07317031919956207, 0.09192372113466263, 0.1251942664384842, 0.13458485901355743, 0.23106320202350616, 0.011936066672205925], "patience": 16, "improved": false}
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{"epoch": 25, "train_mse": 89.31165915378057, "val_mse": 120.33167050392348, "val_pearson_mean": 0.19630040228366852, "val_spearman_mean": 0.13399314880371094, "val_pearson_per_cell": [0.2897159159183502, 0.12881498038768768, 0.13668550550937653, 0.17450684309005737, 0.2434806078672409, 0.35517558455467224, 0.04572337120771408], "val_spearman_per_cell": [0.2837819457054138, 0.07658808678388596, 0.08149511367082596, 0.11439626663923264, 0.1332620084285736, 0.23557430505752563, 0.012854254804551601], "patience": 17, "improved": false}
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{"epoch": 26, "train_mse": 88.87793189546836, "val_mse": 120.40198936600044, "val_pearson_mean": 0.194777712225914, "val_spearman_mean": 0.13586564362049103, "val_pearson_per_cell": [0.3146136701107025, 0.11968331784009933, 0.13488145172595978, 0.17202787101268768, 0.24498213827610016, 0.3577680289745331, 0.019487453624606133], "val_spearman_per_cell": [0.29419997334480286, 0.0723104253411293, 0.084306500852108, 0.1087145134806633, 0.13759878277778625, 0.24122308194637299, 0.012706159614026546], "patience": 18, "improved": false}
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{"epoch": 27, "train_mse": 88.36187288242849, "val_mse": 120.72020518644344, "val_pearson_mean": 0.19221298396587372, "val_spearman_mean": 0.13933028280735016, "val_pearson_per_cell": [0.30511048436164856, 0.11322338134050369, 0.1374213546514511, 0.18652690947055817, 0.24381773173809052, 0.3423496186733246, 0.017041491344571114], "val_spearman_per_cell": [0.2901427745819092, 0.07580020278692245, 0.09562128782272339, 0.12486381083726883, 0.13660910725593567, 0.23479731380939484, 0.017477499321103096], "patience": 19, "improved": false}
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{"epoch": 28, "train_mse": 87.48540037552505, "val_mse": 120.30160378498555, "val_pearson_mean": 0.19226303696632385, "val_spearman_mean": 0.13981448113918304, "val_pearson_per_cell": [0.3046909272670746, 0.11215324699878693, 0.13694660365581512, 0.18226711452007294, 0.2405516505241394, 0.3432674705982208, 0.025964349508285522], "val_spearman_per_cell": [0.29229605197906494, 0.0756954625248909, 0.0910586416721344, 0.1280795782804489, 0.13517092168331146, 0.24195878207683563, 0.014441920444369316], "patience": 20, "improved": false}
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