checkpoints/pinn_history_lambda_1.0.json

{"total_loss": [3.2993927001953125, 12.161469459533691, 8.379959106445312, 4.168853282928467, 4.725253105163574, 4.644589424133301, 3.815142869949341, 3.9310622215270996, 3.2758634090423584, 3.0927114486694336, 3.871628999710083, 4.024162292480469, 2.489487886428833, 2.8631975650787354, 3.0601279735565186, 3.6612184047698975, 2.9142582416534424, 3.1358163356781006, 3.0166218280792236, 3.6702542304992676, 3.3986124992370605, 2.892028331756592, 3.3577163219451904, 2.5949549674987793, 2.887786865234375, 2.8849592208862305, 3.6029105186462402, 3.32452130317688, 3.165794610977173, 2.9013333320617676, 2.4543657302856445, 3.989017963409424, 2.4941091537475586, 3.376941680908203, 3.970517635345459, 3.6553733348846436, 3.2176594734191895, 3.2701101303100586, 3.34037709236145, 3.7060203552246094, 2.30271053314209, 3.2671124935150146, 2.8168067932128906, 3.7311859130859375, 2.6809041500091553, 3.1165244579315186, 2.7736198902130127, 2.951842784881592, 3.560927629470825, 3.145617961883545, 3.4658873081207275, 3.6393160820007324, 3.0468735694885254, 3.123274326324463, 3.177842617034912, 3.158111095428467, 2.460782766342163, 2.825361967086792, 3.6102242469787598, 3.221195936203003, 2.717029094696045, 3.1022894382476807, 3.3826208114624023, 4.182880401611328, 2.8112406730651855, 3.586045742034912, 3.0403826236724854, 3.6468615531921387, 2.965095281600952, 3.3144893646240234, 3.474477767944336, 3.3599328994750977, 3.8151631355285645, 2.9823737144470215, 3.2592551708221436, 2.946722984313965, 3.069807291030884, 2.5192558765411377, 3.0849719047546387, 3.1039626598358154, 3.026993989944458, 3.3762450218200684, 3.4317708015441895, 2.5983636379241943, 2.842540979385376, 2.877429962158203, 3.0369203090667725, 2.796741247177124, 2.8771331310272217, 2.5186893939971924, 3.146296501159668, 2.9170405864715576, 3.7888567447662354, 2.713459014892578, 3.4747560024261475, 3.410992383956909, 3.0701820850372314, 3.105665683746338, 2.618731737136841, 2.828460454940796, 4.045558452606201, 2.5493619441986084, 3.605523109436035, 2.841444969177246, 3.2144970893859863, 3.505174160003662, 3.4545717239379883, 3.679353952407837, 3.0526297092437744, 3.4368155002593994, 2.762587547302246, 3.8624534606933594, 3.3577351570129395, 3.9216506481170654, 3.5619187355041504, 2.7784080505371094, 3.120098114013672, 3.4826900959014893, 3.60920786857605, 2.6638565063476562, 3.0011560916900635, 3.0471081733703613, 2.693403720855713, 3.156114101409912, 2.2212393283843994, 2.6358745098114014, 3.6027581691741943, 2.2896194458007812, 2.5914340019226074, 3.3166918754577637, 3.525641918182373, 3.246358871459961, 2.7792110443115234, 2.4528918266296387, 3.799678325653076, 3.016608953475952, 2.978976249694824, 3.715712070465088, 3.503160238265991, 3.8060574531555176, 3.638638496398926, 3.6136491298675537, 3.338006019592285, 3.5261712074279785, 2.149665117263794, 3.706521511077881, 2.9784746170043945, 2.6901023387908936, 2.89294695854187, 3.4973385334014893, 2.4398324489593506, 3.247281551361084, 3.191242218017578, 3.7351279258728027, 2.8080356121063232, 3.2761545181274414, 3.0864391326904297, 3.084829330444336, 2.8186042308807373, 3.2395663261413574, 3.286576747894287, 3.264784812927246, 3.0311226844787598, 3.2474708557128906, 2.291083574295044, 2.9308152198791504, 3.079118013381958, 2.665817975997925, 3.4589455127716064, 3.602780818939209, 3.4892005920410156, 3.0145156383514404, 3.153951644897461, 3.210397720336914, 2.7110753059387207, 3.8731484413146973, 2.900336980819702, 2.9578888416290283, 3.0218827724456787, 2.7370853424072266, 3.2769923210144043, 3.410818338394165, 3.3356473445892334, 3.0885791778564453, 2.6223762035369873, 2.987903594970703, 3.6217987537384033, 3.1274473667144775, 2.8989033699035645, 3.021965265274048, 3.025874137878418, 3.1496896743774414, 3.0123133659362793, 2.9752986431121826, 3.2472171783447266, 2.513021945953369, 2.9302818775177, 2.892453670501709, 3.152442693710327, 2.921372652053833], "data_loss": [0.5530786514282227, 8.893200874328613, 5.736148834228516, 0.8675496578216553, 0.8784151077270508, 1.3800380229949951, 0.5742654204368591, 0.13536202907562256, 0.3986881375312805, 0.21284283697605133, 0.18240156769752502, 0.2794432044029236, 0.27922138571739197, 0.11542008817195892, 0.17395254969596863, 0.23227335512638092, 0.1130213588476181, 0.14523158967494965, 0.16879989206790924, 0.1346779763698578, 0.11687426269054413, 0.17714601755142212, 0.15298549830913544, 0.1193869337439537, 0.10524790734052658, 0.14425669610500336, 0.11301462352275848, 0.11556453257799149, 0.14547666907310486, 0.08608001470565796, 0.1460658609867096, 0.09422861784696579, 0.09642559289932251, 0.15434995293617249, 0.1152399480342865, 0.12302655726671219, 0.17880034446716309, 0.09715498238801956, 0.14152377843856812, 0.09100310504436493, 0.1078149676322937, 0.11093796044588089, 0.0968288779258728, 0.14148755371570587, 0.09273163974285126, 0.1596788913011551, 0.13821396231651306, 0.12809331715106964, 0.08157505840063095, 0.11790366470813751, 0.11228442192077637, 0.11153410375118256, 0.1063762679696083, 0.0892895832657814, 0.12035805732011795, 0.09016704559326172, 0.07339352369308472, 0.11292462050914764, 0.1123918890953064, 0.09819664806127548, 0.10700911283493042, 0.10576518625020981, 0.1228644996881485, 0.08712685108184814, 0.09341283142566681, 0.10132807493209839, 0.08495216071605682, 0.10395009815692902, 0.10911878198385239, 0.10822167992591858, 0.09141933917999268, 0.10898604243993759, 0.09349178522825241, 0.07294953614473343, 0.1076919212937355, 0.0914716050028801, 0.12059253454208374, 0.10715769976377487, 0.09901078045368195, 0.09147568792104721, 0.08664842694997787, 0.12675495445728302, 0.10258826613426208, 0.10072507709264755, 0.09010549634695053, 0.10016616433858871, 0.08710715919733047, 0.0927632749080658, 0.08793961256742477, 0.10417428612709045, 0.08651408553123474, 0.08790124952793121, 0.07723797857761383, 0.1097569391131401, 0.08876892179250717, 0.08967871218919754, 0.0822562426328659, 0.09541095048189163, 0.10925479233264923, 0.0852736383676529, 0.1077922061085701, 0.09477534890174866, 0.09786587953567505, 0.09916433691978455, 0.07060474157333374, 0.08438265323638916, 0.11949563026428223, 0.0878937691450119, 0.05449463427066803, 0.09837396442890167, 0.11025848239660263, 0.06789163500070572, 0.09394124150276184, 0.10289748758077621, 0.13565465807914734, 0.10758047550916672, 0.11782236397266388, 0.1113303154706955, 0.10438801348209381, 0.07145509868860245, 0.0837387815117836, 0.10011979192495346, 0.09056117385625839, 0.07653260976076126, 0.08011236786842346, 0.07352059334516525, 0.10643267631530762, 0.07390061765909195, 0.0802844986319542, 0.106667160987854, 0.08134084939956665, 0.09008035063743591, 0.10318732261657715, 0.12078584730625153, 0.08130582422018051, 0.10443145036697388, 0.12130417674779892, 0.11650227755308151, 0.09757372736930847, 0.09078212082386017, 0.10164212435483932, 0.0988449677824974, 0.08047521114349365, 0.12226893752813339, 0.0936812236905098, 0.09628964215517044, 0.09004325419664383, 0.11618057638406754, 0.10731691867113113, 0.06455639004707336, 0.12544265389442444, 0.12246253341436386, 0.09348955005407333, 0.07243052870035172, 0.10513686388731003, 0.09501158446073532, 0.1281132847070694, 0.126493901014328, 0.09152086824178696, 0.10765467584133148, 0.09466264396905899, 0.09357958287000656, 0.09558626264333725, 0.08512194454669952, 0.10009638220071793, 0.08225785940885544, 0.07881953567266464, 0.09208065271377563, 0.13080686330795288, 0.11356476694345474, 0.10129880160093307, 0.12094218283891678, 0.09223465621471405, 0.08536574989557266, 0.09287550300359726, 0.09177307039499283, 0.10014308989048004, 0.0657944306731224, 0.10666824877262115, 0.09758874028921127, 0.08068709820508957, 0.08886590600013733, 0.08259092271327972, 0.08148397505283356, 0.06866826117038727, 0.08619865775108337, 0.09415379911661148, 0.10125572234392166, 0.08025248348712921, 0.07424547523260117, 0.11385011672973633, 0.06771882623434067, 0.0769573450088501, 0.12390182167291641, 0.10014019906520844, 0.10839760303497314, 0.0729145035147667, 0.09753160178661346, 0.1094498261809349, 0.094620481133461], "physics_loss": [2.74631404876709, 3.2682688236236572, 2.643810510635376, 3.3013036251068115, 3.8468377590179443, 3.2645516395568848, 3.240877389907837, 3.7957000732421875, 2.8771753311157227, 2.879868507385254, 3.689227342605591, 3.7447190284729004, 2.210266590118408, 2.7477774620056152, 2.8861753940582275, 3.4289450645446777, 2.801236867904663, 2.9905848503112793, 2.8478219509124756, 3.535576343536377, 3.28173828125, 2.7148823738098145, 3.204730749130249, 2.4755680561065674, 2.782538890838623, 2.7407026290893555, 3.489895820617676, 3.208956718444824, 3.020318031311035, 2.815253257751465, 2.3082997798919678, 3.894789457321167, 2.397683620452881, 3.2225916385650635, 3.8552777767181396, 3.532346725463867, 3.0388591289520264, 3.17295503616333, 3.1988532543182373, 3.6150171756744385, 2.1948955059051514, 3.156174421310425, 2.719977855682373, 3.589698314666748, 2.588172435760498, 2.95684552192688, 2.635406017303467, 2.823749542236328, 3.4793524742126465, 3.027714252471924, 3.353602886199951, 3.5277819633483887, 2.940497398376465, 3.033984661102295, 3.0574846267700195, 3.067944049835205, 2.3873891830444336, 2.712437391281128, 3.4978322982788086, 3.1229991912841797, 2.6100199222564697, 2.9965243339538574, 3.259756326675415, 4.0957536697387695, 2.717827796936035, 3.484717607498169, 2.955430507659912, 3.5429115295410156, 2.8559765815734863, 3.2062675952911377, 3.3830583095550537, 3.2509467601776123, 3.7216713428497314, 2.909424066543579, 3.1515631675720215, 2.8552513122558594, 2.9492146968841553, 2.4120981693267822, 2.9859611988067627, 3.0124869346618652, 2.940345525741577, 3.2494900226593018, 3.3291826248168945, 2.497638463973999, 2.7524354457855225, 2.777263879776001, 2.9498131275177, 2.7039780616760254, 2.789193630218506, 2.4145150184631348, 3.0597825050354004, 2.829139232635498, 3.711618661880493, 2.6037020683288574, 3.3859870433807373, 3.3213136196136475, 2.9879257678985596, 3.0102546215057373, 2.509476900100708, 2.7431867122650146, 3.9377660751342773, 2.4545865058898926, 3.507657289505005, 2.7422807216644287, 3.143892288208008, 3.4207916259765625, 3.335076093673706, 3.5914602279663086, 2.9981350898742676, 3.3384416103363037, 2.6523289680480957, 3.7945618629455566, 3.2637939453125, 3.818753242492676, 3.4262640476226807, 2.670827627182007, 3.0022757053375244, 3.3713598251342773, 3.504819869995117, 2.5924015045166016, 2.917417287826538, 2.946988344192505, 2.6028425693511963, 3.0795814990997314, 2.141126871109009, 2.5623538494110107, 3.4963254928588867, 2.2157187461853027, 2.5111494064331055, 3.21002459526062, 3.444301128387451, 3.156278610229492, 2.6760237216949463, 2.332105875015259, 3.7183725833892822, 2.912177562713623, 2.8576719760894775, 3.599209785461426, 3.4055864810943604, 3.715275287628174, 3.536996364593506, 3.5148041248321533, 3.257530927658081, 3.403902292251587, 2.055983781814575, 3.610231876373291, 2.8884313106536865, 2.5739216804504395, 2.785629987716675, 3.4327821731567383, 2.314389705657959, 3.124819040298462, 3.097752571105957, 3.6626973152160645, 2.7028987407684326, 3.181143045425415, 2.9583258628845215, 2.9583353996276855, 2.727083444595337, 3.1319117546081543, 3.1919140815734863, 3.1712052822113037, 2.9355363845825195, 3.162348985671997, 2.1909871101379395, 2.848557472229004, 3.000298500061035, 2.573737382888794, 3.328138589859009, 3.4892160892486572, 3.387901782989502, 2.893573522567749, 3.0617170333862305, 3.1250319480895996, 2.6181998252868652, 3.7813754081726074, 2.8001937866210938, 2.892094373703003, 2.9152145385742188, 2.6394965648651123, 3.196305274963379, 3.3219523429870605, 3.253056526184082, 3.0070950984954834, 2.5537078380584717, 2.901705026626587, 3.5276448726654053, 3.0261917114257812, 2.818650960922241, 2.9477198123931885, 2.9120240211486816, 3.0819709300994873, 2.9353559017181396, 2.8513967990875244, 3.1470770835876465, 2.4046244621276855, 2.8573672771453857, 2.794922113418579, 3.0429928302764893, 2.826752185821533]}