everything is broken do not beta below 0.5

training/notebooks/MMD_paper/mve/models/mb_mvebetaFinal_50epoch_aug1_2300.json

@@ -0,0 +1 @@
+{"train_DA_loss": [0.3768069126542787, 0.22178773052132325, 0.18262556494235774, 0.1666272574494264, 0.1558772302769002, 0.15046354897415617, 0.14537336900694062, 0.14263359002319506, 0.13723503893592023, 0.13421909429364492, 0.1341475412399394, 0.1297493539886784, 0.12815606378876968, 0.12866973489441208, 0.12780442537647932, 0.1264336225755472, 0.1256303018609392, 0.12409486558281525, 0.12272314806307037, 0.12241892045333137, 0.12235924866479538, 0.12212572263815939, 0.12139575064890563, 0.12185828241994656, 0.12174052970868687, 0.12196403555912554, 0.12150653064169221, 0.12393366947933568, 0.12378070595413719, 0.12391883456973969, 0.12175294470852428, 0.12221566481444256, 0.12268335146104178, 0.12178090309734427, 0.12201594510260404, 0.12164717384867738, 0.12261334089545271, 0.12345791443964463, 0.12146627388118172, 0.1245187202798819, 0.12551235607816708, 0.12559075571487657, 0.1266857522388263, 0.13029772754234195, 0.13011617272057088, 0.13277010264818367, 0.13227154006687772, 0.13567810423903753, 0.13484778841599904, 0.1365747703903336], "train_regression_loss": [0.9860351479576537, 0.10805870379258281, 0.0646398770393058, 0.05283843406511835, 0.04787556129172308, 0.04413820209979357, 0.04077051126209157, 0.03773622668792632, 0.03530836593482296, 0.03500465640263595, 0.033420071688564104, 0.03197267459334305, 0.03254917479108277, 0.03253531768676268, 0.0325836574869874, 0.03245325978518458, 0.03234739957115114, 0.0317412938869863, 0.03048195283250437, 0.03166521196483449, 0.030321260692017116, 0.029322466405254995, 0.028795076650354526, 0.028668063886845025, 0.028676214045632146, 0.028434446316478023, 0.028173455870599644, 0.03240251621159927, 0.028736652232624824, 0.027567795780019142, 0.0270592369900257, 0.03704547972573304, 0.034790886896347434, 0.031386633730498596, 0.030234462628396436, 0.030750829051376424, 0.03077774902318742, 0.03186247841296701, 0.03199445808364225, 0.04069420353763173, 0.03724037823173638, 0.05187297928005702, 0.061202441708234155, 0.05479411070849712, 0.08286296365309295, 0.07593048453821342, 0.06007846692233079, 0.03548315178493967, 0.059968903901692225, 0.05785690567079911], "train_mve_loss": [0.4408014666402314, -0.08596118806582115, -0.09609242013384889, -0.09967771091096621, -0.10399046539153624, -0.0990051677717846, -0.10686446718660471, -0.10751471967288247, -0.10898963381388178, -0.09248255954849341, -0.0639912426468305, -0.09362950320806783, -0.11853065160554331, -0.12568362554538676, -0.11138924628400824, -0.11472345358935582, -0.1151363734033306, -0.11679265877977694, -0.10163310180006165, -0.050225330634175426, 0.025217251693812868, -0.07147313677322739, -0.139276343065789, -0.13513566579131692, -0.15930818353304588, -0.05287974608561511, 0.026222112442160765, 0.044323355121447805, 0.2631114892894828, 0.37248976289769686, -0.08528195360549462, 0.29264116002812, 0.14681242323962382, 0.20427600494747677, 0.7106906510199977, 0.5263931360197895, 0.022536848527013275, 1.0268606717240276, 0.2507555445952433, 0.2725478173786914, 2.3420507509867496, 0.9489372372763466, 0.7535771401156374, 0.3117713615182494, 0.6473523118061574, 2.4952026949327104, 3.8243611865988516, 3.588546854962503, 6.6634384611250335, 6.757610210362256], "train_r2_score": [-2.1077588217012453, 0.6599228374339613, 0.79659009011253, 0.8339461757086407, 0.8492698208039051, 0.8615168406705374, 0.8721494834442686, 0.8814368130561625, 0.8893650695218193, 0.8902743136451892, 0.8946094823300602, 0.899336971520824, 0.8982273755934581, 0.8978090052952646, 0.8975802640444122, 0.8979097402696352, 0.8984930176263846, 0.900289774885576, 0.9041627927192998, 0.9009213296822517, 0.9047544877229896, 0.9079125520821134, 0.9095986628747285, 0.9101588116481345, 0.9104171461672755, 0.9108632088702671, 0.9114731857180858, 0.8978509024200991, 0.9100111170332961, 0.9136044781391874, 0.9151751424350549, 0.8843557092932441, 0.891643590197031, 0.9017069423975119, 0.9050374703793908, 0.9034168559500276, 0.9033861608698767, 0.899257454578668, 0.8995363098701429, 0.8718793456675572, 0.8824518047865252, 0.8374365885185944, 0.8079794323283651, 0.8281550743086721, 0.7392676347193468, 0.7628241205024148, 0.810160466900698, 0.8885071592858979, 0.8121763271239617, 0.8180109447571866], "val_source_regression_loss": [0.17223491111568584, 0.07656524048014811, 0.06098166984879667, 0.05336669172830642, 0.0507848867968579, 0.04635460330707252, 0.04268324154482526, 0.039257917031171215, 0.03852321729538547, 0.037779945411547354, 0.03654498816319522, 0.03538393218568556, 0.03635463429982685, 0.03541394783433076, 0.035082376105295625, 0.035190298269461295, 0.035898140453656385, 0.03428137402056129, 0.03456236098768415, 0.03528278471700325, 0.032810027082302386, 0.03217917309397725, 0.03182416193329605, 0.030953197194275202, 0.031059325435406463, 0.03127327343081213, 0.03741805779801053, 0.033073862895939, 0.03281776178746846, 0.029478011279111836, 0.029978644435003306, 0.04031075546695928, 0.033956528659079485, 0.03830212637022802, 0.03305182985036047, 0.03243508959889032, 0.03307063987324382, 0.03801342575650686, 0.04049616825476194, 0.04153922206134933, 0.031294842677748506, 0.0602925868740507, 0.06129035870930192, 0.05133758749884025, 0.06143498272415559, 0.04808677737690081, 0.04212324120768696, 0.05760053055254138, 0.059376374741268764, 0.033172994994433824], "val_target_regression_loss": [0.20063953732798814, 0.10393714840719655, 0.07727937161875, 0.06535824534192586, 0.05931889423566639, 0.05286596200553475, 0.049100538644536285, 0.04504280493470134, 0.043079188900293816, 0.043158400163149375, 0.03984454730940852, 0.039240317431035315, 0.039801534028000136, 0.040049237145739755, 0.039403076823444884, 0.04060846003614793, 0.03928963685776018, 0.037816262738719866, 0.03789275433796986, 0.03932385138906301, 0.03752224150285789, 0.03556765361457683, 0.03504282010090389, 0.03691606932456137, 0.034990845989602004, 0.034692309132427164, 0.04238141780114098, 0.03745323662782551, 0.03444594893438421, 0.033029325009816014, 0.03372161469428213, 0.04626459729187428, 0.03831125589407933, 0.03954509935181612, 0.03660550438887944, 0.036374828410423866, 0.0354573182215926, 0.03857921234741332, 0.03938706053100574, 0.047619802343427754, 0.03572641208672979, 0.06908404216122856, 0.06753569827148109, 0.05569054511417249, 0.06893396863986732, 0.04817174066593693, 0.04669745249827956, 0.05556553388666955, 0.06264717971823018, 0.03572643901796857], "val_source_r2_score": [0.4604129210364173, 0.757387205015517, 0.8071895962165976, 0.83408771413562, 0.8402189388975937, 0.8562441685198005, 0.8645334592650434, 0.8761572002014042, 0.8793052920251284, 0.8821005129325402, 0.8873395490080629, 0.8888330868700822, 0.8785208386915362, 0.8881707809367134, 0.8903163849362973, 0.8882328806617632, 0.8887908083437255, 0.8938261913305162, 0.8914953556821643, 0.8892012183031778, 0.8968585906786753, 0.8990541498330141, 0.9003575172180315, 0.9038356532388148, 0.9013330249068555, 0.9027695188969908, 0.8814578701595502, 0.8959950378098945, 0.8953046443356576, 0.9091968807651312, 0.9069789747855478, 0.8732880483059013, 0.8946279627183524, 0.8811353265435077, 0.8965144533139714, 0.898531750391287, 0.8961410527488687, 0.8820279995146162, 0.873796841470327, 0.8705915734754403, 0.9026379584111158, 0.8117393996092638, 0.8069800750397049, 0.838936467538448, 0.8078321875839733, 0.8502650275976891, 0.8689577443524619, 0.8217177353402395, 0.8143050822945846, 0.8946247010140377], "val_target_r2_score": [0.36288298282535913, 0.6713641491304919, 0.7579286742894351, 0.7926961443982322, 0.8102986765973418, 0.8335807113109849, 0.8448517764335649, 0.8569849550563635, 0.8648521177221868, 0.8635555386660724, 0.8740676864869078, 0.8772910904834107, 0.8743484029172672, 0.8729396326721319, 0.8751990816314251, 0.8648998145259026, 0.8750068855148192, 0.8802753645423181, 0.8800629772750321, 0.8760934040638939, 0.8812749436648791, 0.8881676469029539, 0.8882615964973323, 0.8815103420773149, 0.8895846792836463, 0.8897298582624864, 0.8655907096276357, 0.8812978230208446, 0.8903396181165182, 0.8950797472452687, 0.8925473097976839, 0.8533573837819186, 0.8802462447588727, 0.8739819963333048, 0.8841553025159548, 0.8843552566657509, 0.887737148501931, 0.8781241554970575, 0.8755648751314474, 0.8451992184017812, 0.8847330392157623, 0.7794269378948852, 0.7815852438851243, 0.8231929735320878, 0.780630252132216, 0.8448933711588787, 0.8506478272575257, 0.82215274547009, 0.8005441210725572, 0.8869222427111384], "val_source_mve_loss": [-0.07455894108980325, -0.07644923068108453, -0.12290346584502299, -0.07536819313836705, -0.08296001010876931, -0.09045921118965575, -0.1412194539691992, -0.14470653501665517, -0.1060212442686983, -0.044958804389995756, -0.06721776531665188, -0.07373119850352311, -0.06748066864504366, -0.10841129265820525, -0.04189441445028516, -0.12509513696192937, -0.16246380562045773, -0.12769756441235922, 0.04110487528845288, 0.014554602770241582, 0.09106394573215656, -0.1632653279052039, -0.03178865595418177, -0.12692865827803018, -0.1973692595151959, 0.0881526086087914, 0.027913874319226595, 0.1388287492167608, 0.4690546558303818, -0.1433322766356787, 0.12369405267060182, 0.15654033474671614, 0.12196975756602682, 0.4794057284208952, 1.6184472112922341, -0.02393215477086936, 0.8035792079131314, 0.28517660958941576, 0.30432917509868646, 0.04133536529009509, -0.14801666102591593, -0.2163599972512312, 0.15486929565668106, 0.140285145230354, 2.908101994247668, 1.3365639069111674, 8.381718612305677, 4.290911635585651, 5.636781969078028, 6.165039744821324], "val_target_mve_loss": [-0.05944705912902667, -0.057035100500983225, -0.11804521261791515, -0.07154897531601274, -0.07858273306280185, -0.08274489610343222, -0.1344453831956645, -0.14414838383531875, -0.09508934226717539, -0.031645495201324585, -0.06758468802781052, -0.0725781749340759, -0.06786290527718841, -0.10676737521199664, -0.02248518446543414, -0.11719887220793089, -0.1658000286644811, -0.11001850478351116, 0.06475841526867478, 0.04361663277670266, 0.16137234510106455, -0.1369809836481407, 0.02328279663090873, -0.14081662048579782, -0.12777329544732524, 0.2857185989191198, 0.03479008203235923, 0.2499499590058995, 0.4289122567434979, -0.12832372906101738, 0.2853417673688026, 0.4242126205639475, 0.278045056447102, 0.6353407394568062, 1.7107732682281238, 0.2514052078792244, 0.5960823372006416, 0.17153372625066976, 0.6055681176341263, 1.3374452141060191, 0.6080153671324633, 3.0966936800700084, 0.13576503116993388, 0.09871061174732865, 4.080524869998739, 0.05539455992068834, 9.250716065809986, -0.04547813793371437, 1.872654153140867, 4.225571873746101], "epoch_no": 50}