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mnist.txt
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Epoch 26 loss 0.903878659431253 valid acc 16/16
Epoch 26 loss 0.5945602436811134 valid acc 15/16
Epoch 26 loss 0.40338110081480727 valid acc 15/16
Epoch 26 loss 0.46617166355312173 valid acc 15/16
Epoch 26 loss 0.5157271459902647 valid acc 15/16
Epoch 26 loss 1.5134256254141811 valid acc 16/16
Epoch 26 loss 0.6190846805854036 valid acc 16/16
Epoch 26 loss 0.7048856793947591 valid acc 16/16
Epoch 26 loss 0.5050267272732818 valid acc 16/16
Epoch 26 loss 0.3779985009776405 valid acc 15/16
Epoch 26 loss 0.7153642279241992 valid acc 16/16
Epoch 27 loss 0.01648869382904573 valid acc 16/16
Epoch 27 loss 0.6038366314528653 valid acc 16/16
Epoch 27 loss 0.4792024612564638 valid acc 16/16
Epoch 27 loss 0.5773267739402714 valid acc 15/16
Epoch 27 loss 0.23843163089725536 valid acc 16/16
Epoch 27 loss 1.0606325090009006 valid acc 16/16
Epoch 27 loss 0.8238467848226828 valid acc 16/16
Epoch 27 loss 0.688229232098821 valid acc 16/16
Epoch 27 loss 0.7853121233753129 valid acc 15/16
Epoch 27 loss 0.10526126026437868 valid acc 15/16
Epoch 27 loss 0.4576064879017568 valid acc 14/16
Epoch 27 loss 0.8141566391314609 valid acc 14/16
Epoch 27 loss 0.841667915214331 valid acc 15/16
Epoch 27 loss 0.8195146565242541 valid acc 15/16
Epoch 27 loss 0.7705411443613173 valid acc 16/16
Epoch 27 loss 0.5290709574360855 valid acc 15/16
Epoch 27 loss 1.0276520523069237 valid acc 14/16
Epoch 27 loss 0.39367345502299417 valid acc 15/16
Epoch 27 loss 0.40400113240404745 valid acc 16/16
Epoch 27 loss 0.5565962949107909 valid acc 16/16
Epoch 27 loss 0.8615595801477213 valid acc 16/16
Epoch 27 loss 0.2917613369465985 valid acc 15/16
Epoch 27 loss 0.3766820519149811 valid acc 15/16
Epoch 27 loss 0.057417296894420045 valid acc 15/16
Epoch 27 loss 0.606309286898507 valid acc 15/16
Epoch 27 loss 0.6560388980900778 valid acc 15/16
Epoch 27 loss 0.6027985732955521 valid acc 15/16
Epoch 27 loss 0.8218089633250635 valid acc 15/16
Epoch 27 loss 0.3234718384900796 valid acc 15/16
Epoch 27 loss 0.15690559492380912 valid acc 15/16
Epoch 27 loss 0.3100290817586027 valid acc 15/16
Epoch 27 loss 0.12059143716094342 valid acc 15/16
Epoch 27 loss 0.6398600548980707 valid acc 15/16
Epoch 27 loss 0.7881057794688511 valid acc 16/16
Epoch 27 loss 1.5084182889006525 valid acc 16/16
Epoch 27 loss 0.8228130065936866 valid acc 16/16
Epoch 27 loss 0.5056891736572817 valid acc 16/16
Epoch 27 loss 0.2173819133004515 valid acc 16/16
Epoch 27 loss 0.3793569750730019 valid acc 16/16
Epoch 27 loss 0.4235053582782333 valid acc 16/16
Epoch 27 loss 0.2715115201559647 valid acc 16/16
Epoch 27 loss 0.12907520647859522 valid acc 16/16
Epoch 27 loss 0.8471066875008121 valid acc 15/16
Epoch 27 loss 0.06475222118911542 valid acc 16/16
Epoch 27 loss 0.778473570171368 valid acc 16/16
Epoch 27 loss 0.305756040583647 valid acc 16/16
Epoch 27 loss 0.8835646201692077 valid acc 16/16
Epoch 27 loss 0.7024058206349316 valid acc 16/16
Epoch 27 loss 0.3816829534443914 valid acc 16/16
Epoch 27 loss 0.4163101954812286 valid acc 15/16
Epoch 27 loss 0.24312222428277272 valid acc 16/16
Epoch 27 loss 0.4971971196044068 valid acc 16/16
Epoch 27 loss 0.38209701568440896 valid acc 16/16
Epoch 27 loss 0.5147075538857151 valid acc 15/16
Epoch 27 loss 0.41778352602895863 valid acc 15/16
Epoch 27 loss 0.5060735982100101 valid acc 16/16
Epoch 27 loss 0.5826949056578157 valid acc 16/16
Epoch 27 loss 0.7578180560451723 valid acc 16/16
Epoch 27 loss 0.4679677610479055 valid acc 16/16
Epoch 27 loss 0.29684118426872735 valid acc 16/16
Epoch 27 loss 0.37776704743945844 valid acc 16/16
Epoch 27 loss 0.32149075504995034 valid acc 16/16
Epoch 27 loss 0.729964953280455 valid acc 16/16
Epoch 28 loss 0.003200301261228727 valid acc 16/16
Epoch 28 loss 0.5751299079634731 valid acc 16/16
Epoch 28 loss 0.5920037016739246 valid acc 16/16
Epoch 28 loss 0.6726743773302182 valid acc 15/16
Epoch 28 loss 0.3628114530392886 valid acc 16/16
Epoch 28 loss 0.5820870979501925 valid acc 16/16
Epoch 28 loss 0.5787261041887257 valid acc 16/16
Epoch 28 loss 0.8170003303420726 valid acc 16/16
Epoch 28 loss 0.7323763722012296 valid acc 14/16
Epoch 28 loss 0.4022693194343165 valid acc 14/16
Epoch 28 loss 0.2071324445498599 valid acc 14/16
Epoch 28 loss 0.21188829288057137 valid acc 14/16
Epoch 28 loss 0.4029151866981075 valid acc 15/16
Epoch 28 loss 0.8589344935149856 valid acc 15/16
Epoch 28 loss 0.6493285201643515 valid acc 14/16
Epoch 28 loss 0.6400527066622704 valid acc 15/16
Epoch 28 loss 0.9030074159507429 valid acc 16/16
Epoch 28 loss 0.4150562153657164 valid acc 15/16
Epoch 28 loss 0.2559943077076959 valid acc 16/16
Epoch 28 loss 0.5322802131631519 valid acc 16/16
Epoch 28 loss 0.8816762528360184 valid acc 15/16
Epoch 28 loss 0.356094675709875 valid acc 15/16
Epoch 28 loss 0.17863889320633128 valid acc 15/16
Epoch 28 loss 0.44750527653114436 valid acc 16/16
Epoch 28 loss 0.6252301413369772 valid acc 15/16
Epoch 28 loss 0.6211674659344876 valid acc 15/16
Epoch 28 loss 0.4212724446278514 valid acc 15/16
Epoch 28 loss 0.15017550391632764 valid acc 15/16
Epoch 28 loss 0.37031847275889196 valid acc 15/16
Epoch 28 loss 0.05639761652445978 valid acc 15/16
Epoch 28 loss 0.442597611517386 valid acc 15/16
Epoch 28 loss 0.2454108513185828 valid acc 15/16
Epoch 28 loss 0.8319526511534981 valid acc 15/16
Epoch 28 loss 0.3678463691596866 valid acc 16/16
Epoch 28 loss 1.3940267546938543 valid acc 16/16
Epoch 28 loss 0.4738924159247535 valid acc 16/16
Epoch 28 loss 0.6267795653450566 valid acc 16/16
Epoch 28 loss 0.0616595468209461 valid acc 16/16
Epoch 28 loss 0.3603117097380834 valid acc 16/16
Epoch 28 loss 0.2983045558085235 valid acc 16/16
Epoch 28 loss 0.19917585917610692 valid acc 16/16
Epoch 28 loss 0.30232495730342523 valid acc 16/16
Epoch 28 loss 0.6252494867413136 valid acc 16/16
Epoch 28 loss 0.13690636824161967 valid acc 16/16
Epoch 28 loss 0.846128792851907 valid acc 16/16
Epoch 28 loss 0.23371000159885782 valid acc 16/16
Epoch 28 loss 1.015984965569709 valid acc 15/16
Epoch 28 loss 0.4251850832279559 valid acc 15/16
Epoch 28 loss 0.26708844127124387 valid acc 16/16
Epoch 28 loss 0.05608544993744925 valid acc 16/16
Epoch 28 loss 0.32247212986876583 valid acc 15/16
Epoch 28 loss 0.29297077909563235 valid acc 16/16
Epoch 28 loss 0.369048303314539 valid acc 15/16
Epoch 28 loss 0.3325696751785937 valid acc 16/16
Epoch 28 loss 0.6084304029833936 valid acc 16/16
Epoch 28 loss 0.4588979873183816 valid acc 15/16
Epoch 28 loss 0.5009698596858385 valid acc 15/16
Epoch 28 loss 0.6393282526542365 valid acc 15/16
Epoch 28 loss 0.15627257489435684 valid acc 15/16
Epoch 28 loss 0.18499255665724287 valid acc 15/16
Epoch 28 loss 0.1057894536327239 valid acc 15/16
Epoch 28 loss 0.45121214673919874 valid acc 15/16
Epoch 28 loss 1.1347061612936484 valid acc 16/16
Epoch 29 loss 0.0032011707787715023 valid acc 16/16
Epoch 29 loss 0.29711456887151033 valid acc 16/16
Epoch 29 loss 0.4965196275124075 valid acc 16/16
Epoch 29 loss 0.7607884042112614 valid acc 16/16
Epoch 29 loss 0.19039487779578507 valid acc 16/16
Epoch 29 loss 0.9101956663010667 valid acc 16/16
Epoch 29 loss 0.6102383639475567 valid acc 16/16
Epoch 29 loss 0.8335647208137899 valid acc 16/16
Epoch 29 loss 1.057791368604479 valid acc 15/16
Epoch 29 loss 0.07576545447455162 valid acc 15/16
Epoch 29 loss 0.3633248088112294 valid acc 15/16
Epoch 29 loss 0.29967963033114614 valid acc 15/16
Epoch 29 loss 0.20764353831504623 valid acc 15/16
Epoch 29 loss 0.6522507170260171 valid acc 14/16
Epoch 29 loss 0.5217231556378028 valid acc 15/16
Epoch 29 loss 0.2758582458152325 valid acc 14/16
Epoch 29 loss 0.920112003499763 valid acc 14/16
Epoch 29 loss 0.19504121669707808 valid acc 15/16
Epoch 29 loss 0.41826150151380204 valid acc 15/16
Epoch 29 loss 0.5059850097717412 valid acc 15/16
Epoch 29 loss 0.7785028103538935 valid acc 15/16
Epoch 29 loss 0.17808848192934051 valid acc 14/16
Epoch 29 loss 0.06263179446556313 valid acc 14/16
Epoch 29 loss 0.06355653477341965 valid acc 14/16
Epoch 29 loss 0.7687798914567555 valid acc 15/16
Epoch 29 loss 0.5427454173224162 valid acc 15/16
Epoch 29 loss 0.3858863406588771 valid acc 15/16
Epoch 29 loss 0.2047836493481333 valid acc 15/16
Epoch 29 loss 0.685236127320882 valid acc 15/16
Epoch 29 loss 0.2752959950164363 valid acc 15/16
Epoch 29 loss 0.18370657795180964 valid acc 16/16
Epoch 29 loss 0.02570714676293282 valid acc 16/16
Epoch 29 loss 0.3324227517601594 valid acc 16/16
Epoch 29 loss 0.44735712470610395 valid acc 16/16
Epoch 29 loss 0.85948634955872 valid acc 16/16
Epoch 29 loss 0.27278483615471216 valid acc 16/16
Epoch 29 loss 0.5836065552821291 valid acc 16/16
Epoch 29 loss 0.08409156482842847 valid acc 16/16
Epoch 29 loss 0.5144859478963743 valid acc 16/16
Epoch 29 loss 0.23293724146736056 valid acc 16/16
Epoch 29 loss 0.2811692603923128 valid acc 16/16
Epoch 29 loss 0.19182069728549175 valid acc 16/16
Epoch 29 loss 0.29276692563713713 valid acc 16/16
Epoch 29 loss 0.05715946536266635 valid acc 16/16
Epoch 29 loss 0.5409307066611673 valid acc 16/16
Epoch 29 loss 0.1152496606356555 valid acc 16/16
Epoch 29 loss 1.1643834570565423 valid acc 16/16
Epoch 29 loss 0.5654142826756179 valid acc 16/16
Epoch 29 loss 0.20741764440908567 valid acc 16/16
Epoch 29 loss 0.4419388409169359 valid acc 16/16
Epoch 29 loss 0.20973277154559988 valid acc 16/16
Epoch 29 loss 0.3189221518123387 valid acc 16/16
Epoch 29 loss 0.6433988130929023 valid acc 16/16
Epoch 29 loss 0.4114982220570192 valid acc 15/16
Epoch 29 loss 0.6925963809328565 valid acc 16/16
Epoch 29 loss 0.08746430227220359 valid acc 16/16
Epoch 29 loss 0.2929500798109805 valid acc 15/16
Epoch 29 loss 0.5387866844256753 valid acc 15/16
Epoch 29 loss 0.4605536295471868 valid acc 16/16
Epoch 29 loss 0.05145575202216372 valid acc 16/16
Epoch 29 loss 0.26845715662664704 valid acc 15/16
Epoch 29 loss 0.14909740029529495 valid acc 15/16
Epoch 29 loss 0.4950856945048768 valid acc 16/16
Epoch 30 loss 0.004660409746952058 valid acc 16/16
Epoch 30 loss 0.31991821859120745 valid acc 16/16
Epoch 30 loss 0.5540994831318147 valid acc 16/16
Epoch 30 loss 0.5528216349549957 valid acc 16/16
Epoch 30 loss 0.5445727529589286 valid acc 16/16
Epoch 30 loss 0.5202819156285152 valid acc 16/16
Epoch 30 loss 0.601647784722538 valid acc 16/16
Epoch 30 loss 0.49641143391828646 valid acc 16/16
Epoch 30 loss 1.0309352052916385 valid acc 16/16
Epoch 30 loss 0.09387287975082342 valid acc 15/16
Epoch 30 loss 0.49626607685496027 valid acc 15/16
Epoch 30 loss 0.4977978836998601 valid acc 15/16
Epoch 30 loss 0.21896068294407467 valid acc 15/16
Epoch 30 loss 0.9644692512598597 valid acc 15/16
Epoch 30 loss 0.4364392042423389 valid acc 15/16
Epoch 30 loss 0.6337106279633395 valid acc 15/16
Epoch 30 loss 1.1492340362953846 valid acc 15/16
Epoch 30 loss 0.503734556325845 valid acc 15/16
Epoch 30 loss 0.7087915094260273 valid acc 16/16
Epoch 30 loss 0.49477687881132953 valid acc 15/16
Epoch 30 loss 0.5940975958347353 valid acc 16/16
Epoch 30 loss 0.32148470268999346 valid acc 15/16
Epoch 30 loss 0.15208513994946693 valid acc 15/16
Epoch 30 loss 0.26588713162941896 valid acc 15/16
Epoch 30 loss 0.9022366979218908 valid acc 15/16
Epoch 30 loss 0.9140498011037129 valid acc 15/16
Epoch 30 loss 0.5008776015877648 valid acc 15/16
Epoch 30 loss 0.19192914725842353 valid acc 16/16
Epoch 30 loss 0.2866467513292452 valid acc 15/16
Epoch 30 loss 0.37823304307225947 valid acc 16/16
Epoch 30 loss 0.3268422632429514 valid acc 16/16
Epoch 30 loss 0.16836172326749055 valid acc 16/16
Epoch 30 loss 0.27418600020013206 valid acc 16/16
Epoch 30 loss 0.413816023019088 valid acc 16/16
Epoch 30 loss 1.373642516334971 valid acc 16/16
Epoch 30 loss 0.40642299165493556 valid acc 16/16
Epoch 30 loss 0.40984105106264973 valid acc 16/16
Epoch 30 loss 0.09277272352224604 valid acc 16/16
Epoch 30 loss 0.8003453244775892 valid acc 16/16
Epoch 30 loss 0.2747709081528541 valid acc 16/16
Epoch 30 loss 0.1682166125295414 valid acc 16/16
Epoch 30 loss 0.18258332762489007 valid acc 16/16
Epoch 30 loss 0.6522629740667466 valid acc 16/16
Epoch 30 loss 0.05895956132324193 valid acc 16/16
Epoch 30 loss 0.33251342904756925 valid acc 16/16
Epoch 30 loss 0.2021784299925244 valid acc 16/16
Epoch 30 loss 1.0438571689778178 valid acc 15/16
Epoch 30 loss 0.4807096053764895 valid acc 15/16
Epoch 30 loss 0.2884699365315083 valid acc 15/16
Epoch 30 loss 0.19729798934449283 valid acc 15/16
Epoch 30 loss 0.2550604372860803 valid acc 15/16
Epoch 30 loss 0.2552425309818902 valid acc 15/16
Epoch 30 loss 1.0708228645959301 valid acc 15/16
Epoch 30 loss 0.21476161886723413 valid acc 15/16
Epoch 30 loss 0.6170836048922402 valid acc 15/16
Epoch 30 loss 0.6534026225912026 valid acc 15/16
Epoch 30 loss 1.1790113140867298 valid acc 15/16
Epoch 30 loss 0.41834648400883817 valid acc 15/16
Epoch 30 loss 0.5029610675017262 valid acc 16/16
Epoch 30 loss 0.30330100621126227 valid acc 15/16
Epoch 30 loss 0.20781022694069728 valid acc 15/16
Epoch 30 loss 0.1578957955328279 valid acc 15/16
Epoch 30 loss 0.497279748590668 valid acc 15/16
Epoch 31 loss 0.002268189529816842 valid acc 15/16
Epoch 31 loss 0.3095039868257293 valid acc 16/16
Epoch 31 loss 0.6840943789719409 valid acc 15/16
Epoch 31 loss 0.257048514417387 valid acc 15/16
Epoch 31 loss 0.43858337839268763 valid acc 15/16
Epoch 31 loss 0.23842422059648266 valid acc 16/16
Epoch 31 loss 0.5874255741968051 valid acc 16/16
Epoch 31 loss 0.8542440505294003 valid acc 16/16
Epoch 31 loss 0.6963433799010865 valid acc 16/16
Epoch 31 loss 0.05999378851772106 valid acc 16/16
Epoch 31 loss 0.15405620412012647 valid acc 16/16
Epoch 31 loss 0.2621979800921385 valid acc 16/16
Epoch 31 loss 0.341480829000862 valid acc 16/16
Epoch 31 loss 0.7543274450652607 valid acc 15/16
Epoch 31 loss 0.7091872565080829 valid acc 16/16
Epoch 31 loss 0.5234414648149979 valid acc 16/16
Epoch 31 loss 0.8265686963522667 valid acc 14/16
Epoch 31 loss 0.1129147224138529 valid acc 14/16
Epoch 31 loss 0.36448378010828103 valid acc 14/16
Epoch 31 loss 0.7055271765356317 valid acc 16/16
Epoch 31 loss 1.0042010012235352 valid acc 16/16
Epoch 31 loss 0.345382972682512 valid acc 16/16
Epoch 31 loss 0.10501088424722484 valid acc 16/16
Epoch 31 loss 0.20903874199877975 valid acc 16/16
Epoch 31 loss 0.30993108912373546 valid acc 15/16
Epoch 31 loss 0.4650690310114237 valid acc 15/16
Epoch 31 loss 0.16042010783602675 valid acc 15/16
Epoch 31 loss 0.24726484432505272 valid acc 15/16
Epoch 31 loss 0.7184281867248623 valid acc 15/16
Epoch 31 loss 0.23751076160657694 valid acc 15/16
Epoch 31 loss 0.1739770744762309 valid acc 15/16
Epoch 31 loss 0.06079390683540227 valid acc 15/16
Epoch 31 loss 0.2428488787122369 valid acc 15/16
Epoch 31 loss 0.47416280992735593 valid acc 16/16
Epoch 31 loss 0.8813222763352175 valid acc 16/16
Epoch 31 loss 0.36106932419048443 valid acc 16/16
Epoch 31 loss 0.21681991534634806 valid acc 16/16
Epoch 31 loss 0.09454834412084906 valid acc 16/16
Epoch 31 loss 0.1430645876409726 valid acc 16/16
Epoch 31 loss 0.29077582404188135 valid acc 16/16
Epoch 31 loss 0.3846629902278426 valid acc 16/16
Epoch 31 loss 0.058336179559135726 valid acc 16/16
Epoch 31 loss 0.4788992209498577 valid acc 16/16
Epoch 31 loss 0.2749478152953395 valid acc 16/16
Epoch 31 loss 0.7203184009414819 valid acc 16/16
Epoch 31 loss 0.23962864003327797 valid acc 16/16
Epoch 31 loss 1.1855145805972593 valid acc 15/16
Epoch 31 loss 0.42797169473460145 valid acc 15/16
Epoch 31 loss 0.11520920214391149 valid acc 16/16
Epoch 31 loss 0.12621601011195377 valid acc 16/16
Epoch 31 loss 0.10797752681769848 valid acc 16/16
Epoch 31 loss 0.2958781016747264 valid acc 16/16
Epoch 31 loss 0.515311715844353 valid acc 16/16
Epoch 31 loss 0.17594435842917724 valid acc 16/16
Epoch 31 loss 0.7727703446897307 valid acc 16/16
Epoch 31 loss 0.3180302583408966 valid acc 16/16
Epoch 31 loss 0.1584523843295373 valid acc 16/16
Epoch 31 loss 0.7368371516991109 valid acc 16/16
Epoch 31 loss 0.3573327337813039 valid acc 16/16
Epoch 31 loss 0.8781226686769392 valid acc 16/16
Epoch 31 loss 0.8973253010741538 valid acc 16/16
Epoch 31 loss 1.0480776588858518 valid acc 16/16
Epoch 31 loss 0.6885646715056486 valid acc 16/16
Epoch 32 loss 0.011455104108480522 valid acc 16/16
Epoch 32 loss 0.3540742096939855 valid acc 16/16
Epoch 32 loss 0.6465031957971367 valid acc 16/16
Epoch 32 loss 0.1715244054948405 valid acc 16/16
Epoch 32 loss 0.5232857468495626 valid acc 16/16
Epoch 32 loss 0.5196081354652685 valid acc 16/16
Epoch 32 loss 0.7562201261520778 valid acc 15/16
Epoch 32 loss 1.3719159020744514 valid acc 15/16
Epoch 32 loss 0.7139006168287193 valid acc 15/16
Epoch 32 loss 0.6687792446265824 valid acc 15/16
Epoch 32 loss 0.8221755007234762 valid acc 15/16
Epoch 32 loss 1.2618744052612527 valid acc 15/16
Epoch 32 loss 1.0857845985982502 valid acc 16/16
Epoch 32 loss 1.3967812929166434 valid acc 16/16
Epoch 32 loss 1.4868015628711428 valid acc 16/16
Epoch 32 loss 0.2925045054713438 valid acc 16/16
Epoch 32 loss 0.7751737465956676 valid acc 16/16
Epoch 32 loss 0.37292789889298383 valid acc 15/16
Epoch 32 loss 0.45339190333817675 valid acc 15/16
Epoch 32 loss 0.8381752983907489 valid acc 16/16
Epoch 32 loss 1.600490796212589 valid acc 16/16
Epoch 32 loss 0.3503602373970051 valid acc 16/16
Epoch 32 loss 0.44355452580840105 valid acc 16/16
Epoch 32 loss 0.29452456358931517 valid acc 16/16
Epoch 32 loss 1.1290029708626805 valid acc 16/16
Epoch 32 loss 1.163461117430932 valid acc 16/16
Epoch 32 loss 0.2642338780040737 valid acc 16/16
Epoch 32 loss 0.3775057313889052 valid acc 16/16
Epoch 32 loss 0.4553213175769125 valid acc 16/16
Epoch 32 loss 0.41283675278970616 valid acc 15/16
Epoch 32 loss 0.9390711295711744 valid acc 16/16
Epoch 32 loss 0.5111305949523427 valid acc 16/16
Epoch 32 loss 0.3881124474860274 valid acc 16/16
Epoch 32 loss 0.8700614602194258 valid acc 16/16
Epoch 32 loss 1.0512029710030255 valid acc 16/16
Epoch 32 loss 0.7983654720523818 valid acc 16/16
Epoch 32 loss 0.6543172410014662 valid acc 16/16
Epoch 32 loss 0.6336815318219472 valid acc 16/16
Epoch 32 loss 0.42772519325766906 valid acc 16/16
Epoch 32 loss 0.6172368702620357 valid acc 16/16
Epoch 32 loss 0.47706119065212893 valid acc 16/16
Epoch 32 loss 0.5364221416927912 valid acc 16/16
Epoch 32 loss 0.40034898065854163 valid acc 16/16
Epoch 32 loss 0.25438127362653357 valid acc 16/16
Epoch 32 loss 1.0218735125810947 valid acc 16/16
Epoch 32 loss 0.686464038462437 valid acc 16/16
Epoch 32 loss 1.1478896786642605 valid acc 16/16
Epoch 32 loss 1.4624956218594405 valid acc 15/16
Epoch 32 loss 1.0307435875634807 valid acc 16/16
Epoch 32 loss 0.6626785746489802 valid acc 16/16
Epoch 32 loss 1.2667548183004131 valid acc 15/16
Epoch 32 loss 1.2520215292236654 valid acc 15/16
Epoch 32 loss 1.1185871012360398 valid acc 16/16
Epoch 32 loss 0.548492003917154 valid acc 16/16
Epoch 32 loss 1.7589703091030369 valid acc 15/16
Epoch 32 loss 1.1634059821114229 valid acc 16/16
Epoch 32 loss 1.0613289859532622 valid acc 13/16
Epoch 32 loss 0.3770009311717551 valid acc 13/16
Epoch 32 loss 0.46504473436564825 valid acc 14/16
Epoch 32 loss 0.9382156529262261 valid acc 14/16
Epoch 32 loss 1.539700177369535 valid acc 14/16
Epoch 32 loss 0.5716749083506609 valid acc 16/16
Epoch 32 loss 0.6272390646314654 valid acc 15/16
Epoch 33 loss 0.1208223482778232 valid acc 15/16
Epoch 33 loss 1.979211519153489 valid acc 14/16
Epoch 33 loss 1.3215772710129843 valid acc 14/16
Epoch 33 loss 1.5521404770894507 valid acc 15/16
Epoch 33 loss 0.452646117724908 valid acc 15/16
Epoch 33 loss 1.0277800938149029 valid acc 15/16
Epoch 33 loss 1.1681222511103226 valid acc 14/16
Epoch 33 loss 1.1801776265358341 valid acc 15/16
Epoch 33 loss 1.6443578748124712 valid acc 15/16
Epoch 33 loss 1.6943633879251838 valid acc 14/16
Epoch 33 loss 0.7562625463377068 valid acc 13/16
Epoch 33 loss 0.9213549317423768 valid acc 13/16
Epoch 33 loss 1.7597736929972365 valid acc 14/16
Epoch 33 loss 1.538268664690431 valid acc 13/16
Epoch 33 loss 1.42701629314464 valid acc 14/16
Epoch 33 loss 0.8283437026255032 valid acc 13/16
Epoch 33 loss 2.060980074749401 valid acc 13/16
Epoch 33 loss 1.5980993460950144 valid acc 13/16
Epoch 33 loss 1.3178443673254696 valid acc 14/16
Epoch 33 loss 1.02696971273667 valid acc 14/16
Epoch 33 loss 1.2234893595148522 valid acc 13/16
Epoch 33 loss 1.1354328125427473 valid acc 13/16
Epoch 33 loss 0.6423904297139388 valid acc 14/16
Epoch 33 loss 0.6689936516075852 valid acc 15/16
Epoch 33 loss 1.0281335388370425 valid acc 14/16
Epoch 33 loss 1.1100397501777501 valid acc 14/16
Epoch 33 loss 0.7609334364172677 valid acc 15/16
Epoch 33 loss 1.0490393596137024 valid acc 15/16
Epoch 33 loss 1.2213095515647583 valid acc 14/16
Epoch 33 loss 0.2544795489836139 valid acc 13/16
Epoch 33 loss 1.7726472486150033 valid acc 14/16
Epoch 33 loss 0.6819398084307465 valid acc 13/16
Epoch 33 loss 0.8264569106407396 valid acc 14/16
Epoch 33 loss 1.414327434764341 valid acc 14/16
Epoch 33 loss 2.406425412574662 valid acc 15/16
Epoch 33 loss 0.7495743860691672 valid acc 15/16
Epoch 33 loss 1.2049201844863726 valid acc 15/16
Epoch 33 loss 0.6813849544462481 valid acc 15/16
Epoch 33 loss 0.9585357835817003 valid acc 15/16
Epoch 33 loss 0.8175790635854621 valid acc 15/16
Epoch 33 loss 1.1090714607411962 valid acc 16/16
Epoch 33 loss 0.6067035306521447 valid acc 16/16
Epoch 33 loss 0.783761533747267 valid acc 14/16
Epoch 33 loss 0.7412282599659138 valid acc 14/16
Epoch 33 loss 1.5301417469709133 valid acc 15/16
Epoch 33 loss 1.054490758530782 valid acc 15/16
Epoch 33 loss 0.5430209814951018 valid acc 15/16
Epoch 33 loss 1.2341421512869235 valid acc 15/16
Epoch 33 loss 1.1084480303196802 valid acc 15/16
Epoch 33 loss 0.7116273473872368 valid acc 15/16
Epoch 33 loss 1.1256272003878127 valid acc 15/16
Epoch 33 loss 0.8090196841080431 valid acc 16/16
Epoch 33 loss 1.0244692905937764 valid acc 15/16
Epoch 33 loss 0.6357148876369635 valid acc 16/16
Epoch 33 loss 1.4958634303520275 valid acc 15/16
Epoch 33 loss 0.6421589813975482 valid acc 15/16
Epoch 33 loss 0.8246666481989762 valid acc 15/16
Epoch 33 loss 0.30071846176606026 valid acc 15/16
Epoch 33 loss 0.6727563538416098 valid acc 14/16
Epoch 33 loss 1.0571369393906187 valid acc 14/16
Epoch 33 loss 0.9853700743194485 valid acc 15/16
Epoch 33 loss 0.7086576867423446 valid acc 15/16
Epoch 33 loss 0.9876196217618733 valid acc 15/16
Epoch 34 loss 0.08507983417998169 valid acc 15/16
Epoch 34 loss 1.482921110413203 valid acc 15/16
Epoch 34 loss 1.1714571048216766 valid acc 15/16
Epoch 34 loss 1.2052714830088593 valid acc 15/16
Epoch 34 loss 0.3677674151620324 valid acc 15/16
Epoch 34 loss 0.9512830180351073 valid acc 15/16
Epoch 34 loss 0.6167282520088775 valid acc 15/16
Epoch 34 loss 0.9824075289088798 valid acc 15/16
Epoch 34 loss 1.2248299833254241 valid acc 15/16
Epoch 34 loss 1.2023347093906354 valid acc 15/16
Epoch 34 loss 0.8303865675339128 valid acc 15/16
Epoch 34 loss 1.4239370011507348 valid acc 15/16
Epoch 34 loss 0.7812580261522467 valid acc 15/16
Epoch 34 loss 1.4999448061983591 valid acc 15/16
Epoch 34 loss 1.1191564908025702 valid acc 15/16
Epoch 34 loss 0.8740393939745198 valid acc 15/16
Epoch 34 loss 1.840764631375087 valid acc 14/16
Epoch 34 loss 1.6667907912344855 valid acc 14/16
Epoch 34 loss 0.7838668302663554 valid acc 14/16
Epoch 34 loss 0.7269209176646175 valid acc 15/16
Epoch 34 loss 1.5629641958734917 valid acc 14/16
Epoch 34 loss 1.0059157875359774 valid acc 15/16
Epoch 34 loss 0.32219781682707227 valid acc 14/16
Epoch 34 loss 0.7398063274564948 valid acc 14/16
Epoch 34 loss 1.1161280377449343 valid acc 14/16
Epoch 34 loss 1.0377888670165027 valid acc 14/16
Epoch 34 loss 0.8187925269679375 valid acc 15/16
Epoch 34 loss 0.9913260097490424 valid acc 15/16
Epoch 34 loss 1.3614978671992832 valid acc 15/16
Epoch 34 loss 0.39734874372502205 valid acc 15/16
Epoch 34 loss 1.0961129177583229 valid acc 15/16
Epoch 34 loss 0.7132786128087555 valid acc 14/16
Epoch 34 loss 0.8929279351610797 valid acc 15/16
Epoch 34 loss 1.0448122651601284 valid acc 14/16
Epoch 34 loss 2.0362135138525326 valid acc 15/16
Epoch 34 loss 0.5536429284941068 valid acc 15/16
Epoch 34 loss 0.7788343300018142 valid acc 15/16
Epoch 34 loss 0.6865345279679282 valid acc 15/16
Epoch 34 loss 0.9442306546286687 valid acc 15/16
Epoch 34 loss 0.8413163477471577 valid acc 15/16
Epoch 34 loss 0.9196871026616854 valid acc 15/16
Epoch 34 loss 0.680477142706624 valid acc 15/16
Epoch 34 loss 0.5539077869627681 valid acc 15/16
Epoch 34 loss 0.8606137240081853 valid acc 14/16
Epoch 34 loss 1.7935161044042713 valid acc 15/16
Epoch 34 loss 0.5875462389333747 valid acc 15/16
Epoch 34 loss 0.6313882499503576 valid acc 15/16
Epoch 34 loss 0.6995741697673724 valid acc 15/16
Epoch 34 loss 0.8840001363285428 valid acc 15/16
Epoch 34 loss 0.296499617666372 valid acc 15/16
Epoch 34 loss 0.4419814294107734 valid acc 15/16
Epoch 34 loss 0.6917592627605363 valid acc 15/16
Epoch 34 loss 0.8861639413110404 valid acc 15/16
Epoch 34 loss 0.7249814459270606 valid acc 15/16
Epoch 34 loss 1.4682021635380944 valid acc 15/16
Epoch 34 loss 0.5383748787153264 valid acc 15/16
Epoch 34 loss 0.6483448320523111 valid acc 15/16
Epoch 34 loss 0.22528754093245015 valid acc 15/16
Epoch 34 loss 0.5378913705215412 valid acc 15/16
Epoch 34 loss 1.020147268119585 valid acc 14/16
Epoch 34 loss 0.8048969580854004 valid acc 15/16
Epoch 34 loss 0.38958428635299786 valid acc 15/16
Epoch 34 loss 1.061854462913784 valid acc 15/16
Epoch 35 loss 0.06331550474826657 valid acc 14/16
Epoch 35 loss 1.216825394223053 valid acc 15/16
Epoch 35 loss 1.2346027801116952 valid acc 15/16
Epoch 35 loss 0.8096931897435564 valid acc 15/16
Epoch 35 loss 0.27047940886048 valid acc 15/16
Epoch 35 loss 0.7996338840576294 valid acc 15/16
Epoch 35 loss 0.6914292605502957 valid acc 15/16
Epoch 35 loss 0.6948145069210322 valid acc 15/16
Epoch 35 loss 1.1801874116693738 valid acc 15/16
Epoch 35 loss 1.1926487228330607 valid acc 15/16
Epoch 35 loss 1.0572430345368666 valid acc 15/16
Epoch 35 loss 1.069527631880376 valid acc 15/16
Epoch 35 loss 1.0844135020498873 valid acc 15/16
Epoch 35 loss 1.023316915761731 valid acc 15/16
Epoch 35 loss 0.9105585508027573 valid acc 15/16
Epoch 35 loss 0.6097352465980759 valid acc 15/16
Epoch 35 loss 1.7056594801015255 valid acc 14/16
Epoch 35 loss 1.2178350882468323 valid acc 14/16
Epoch 35 loss 0.6247335666309599 valid acc 14/16
Epoch 35 loss 0.6405093260604362 valid acc 15/16
Epoch 35 loss 1.2284440662386211 valid acc 15/16
Epoch 35 loss 1.049444868077219 valid acc 14/16
Epoch 35 loss 0.4936648221350407 valid acc 15/16
Epoch 35 loss 0.4051242558296967 valid acc 14/16
Epoch 35 loss 0.9409049308676156 valid acc 14/16
Epoch 35 loss 1.035013688297325 valid acc 14/16
Epoch 35 loss 0.6966893144885927 valid acc 15/16
Epoch 35 loss 0.8984373223014184 valid acc 15/16
Epoch 35 loss 1.1659264932108702 valid acc 15/16
Epoch 35 loss 0.30508315402522457 valid acc 13/16
Epoch 35 loss 0.991524803968249 valid acc 14/16
Epoch 35 loss 0.765728606400646 valid acc 14/16
Epoch 35 loss 0.9514908531150165 valid acc 14/16
Epoch 35 loss 1.218239100138153 valid acc 14/16
Epoch 35 loss 2.368598528197596 valid acc 15/16
Epoch 35 loss 0.587309499900061 valid acc 15/16
Epoch 35 loss 0.771622498666408 valid acc 15/16
Epoch 35 loss 0.8993235498576997 valid acc 15/16
Epoch 35 loss 0.8709697610242668 valid acc 15/16
Epoch 35 loss 0.7086347651957395 valid acc 15/16
Epoch 35 loss 0.9170208671092902 valid acc 15/16
Epoch 35 loss 0.5119629176408808 valid acc 15/16
Epoch 35 loss 0.5766208271194505 valid acc 15/16
Epoch 35 loss 0.6586950293488263 valid acc 15/16
Epoch 35 loss 1.7958632947029414 valid acc 15/16
Epoch 35 loss 0.7040327199448703 valid acc 15/16
Epoch 35 loss 0.4616141503285335 valid acc 15/16
Epoch 35 loss 1.2263660289562033 valid acc 15/16
Epoch 35 loss 0.7714163188309688 valid acc 15/16
Epoch 35 loss 0.4793329078439398 valid acc 15/16
Epoch 35 loss 0.6624947078499086 valid acc 15/16
Epoch 35 loss 0.748760839392656 valid acc 15/16
Epoch 35 loss 1.1448271116368525 valid acc 15/16
Epoch 35 loss 0.7471808035122094 valid acc 15/16
Epoch 35 loss 1.0029412820672894 valid acc 15/16
Epoch 35 loss 0.2891001436483998 valid acc 15/16
Epoch 35 loss 0.5164974174979923 valid acc 15/16
Epoch 35 loss 0.3113297324671592 valid acc 15/16
Epoch 35 loss 0.6422457308272944 valid acc 15/16
Epoch 35 loss 1.116192023277579 valid acc 15/16
Epoch 35 loss 0.7381904643589117 valid acc 15/16
Epoch 35 loss 0.47539523671594275 valid acc 15/16
Epoch 35 loss 1.0771743307827975 valid acc 15/16
Epoch 36 loss 0.05051987457661415 valid acc 15/16
Epoch 36 loss 1.2643004466838514 valid acc 15/16
Epoch 36 loss 1.2418284916597275 valid acc 15/16
Epoch 36 loss 0.9932052511378349 valid acc 15/16
Epoch 36 loss 0.2654111777957173 valid acc 15/16
Epoch 36 loss 0.8140353650964343 valid acc 15/16
Epoch 36 loss 0.77454820020598 valid acc 15/16
Epoch 36 loss 0.9875530121203261 valid acc 15/16
Epoch 36 loss 1.3110066644651204 valid acc 15/16
Epoch 36 loss 0.9176797704900342 valid acc 15/16
Epoch 36 loss 0.8796228464499115 valid acc 15/16
Epoch 36 loss 0.9602489645608421 valid acc 15/16
Epoch 36 loss 1.2233413537800781 valid acc 15/16
Epoch 36 loss 1.2346256468070216 valid acc 15/16
Epoch 36 loss 0.9523623662757978 valid acc 15/16
Epoch 36 loss 0.6686741555553923 valid acc 15/16
Epoch 36 loss 1.4048215324578464 valid acc 15/16
Epoch 36 loss 1.6809917900903626 valid acc 15/16
Epoch 36 loss 0.7806221919841747 valid acc 15/16
Epoch 36 loss 0.9256691249458174 valid acc 15/16
Epoch 36 loss 1.254757482810974 valid acc 15/16
Epoch 36 loss 1.0562160931279128 valid acc 15/16
Epoch 36 loss 0.3247903440621227 valid acc 15/16
Epoch 36 loss 0.4041069931169072 valid acc 15/16
Epoch 36 loss 1.0119728254546252 valid acc 15/16
Epoch 36 loss 0.6798970941597963 valid acc 15/16
Epoch 36 loss 0.501180683920132 valid acc 15/16
Epoch 36 loss 0.6007840361850181 valid acc 15/16
Epoch 36 loss 0.8265902556478332 valid acc 15/16
Epoch 36 loss 0.2948585221895056 valid acc 15/16
Epoch 36 loss 1.0533905271118646 valid acc 15/16
Epoch 36 loss 0.5240174314416681 valid acc 15/16
Epoch 36 loss 1.1644894723406014 valid acc 15/16
Epoch 36 loss 0.9731555359603765 valid acc 15/16
Epoch 36 loss 1.7111496265687955 valid acc 15/16
Epoch 36 loss 0.9327382983046647 valid acc 15/16
Epoch 36 loss 0.7854842551477151 valid acc 15/16
Epoch 36 loss 0.7221619011358973 valid acc 15/16
Epoch 36 loss 0.6822633855365314 valid acc 15/16
Epoch 36 loss 0.7032434527377528 valid acc 15/16
Epoch 36 loss 0.6935597181894031 valid acc 15/16
Epoch 36 loss 0.3230293697709602 valid acc 15/16
Epoch 36 loss 0.41375450055827145 valid acc 15/16
Epoch 36 loss 0.6072155977081322 valid acc 15/16
Epoch 36 loss 1.9051728851079386 valid acc 15/16
Epoch 36 loss 0.5205662555167074 valid acc 15/16
Epoch 36 loss 0.6562305779106723 valid acc 15/16
Epoch 36 loss 0.8646826135011102 valid acc 15/16
Epoch 36 loss 0.5680792891907015 valid acc 15/16
Epoch 36 loss 0.4529000061818768 valid acc 15/16
Epoch 36 loss 0.5649810515910573 valid acc 15/16
Epoch 36 loss 0.5317916825175347 valid acc 15/16
Epoch 36 loss 1.0309376136089514 valid acc 15/16
Epoch 36 loss 0.3578067883848617 valid acc 15/16
Epoch 36 loss 1.3052529337917145 valid acc 15/16
Epoch 36 loss 0.4786531424689827 valid acc 15/16
Epoch 36 loss 0.7001331185584796 valid acc 15/16
Epoch 36 loss 0.3497047436199358 valid acc 15/16
Epoch 36 loss 0.47048326178260474 valid acc 15/16
Epoch 36 loss 1.0552186522394476 valid acc 15/16
Epoch 36 loss 0.7922602054177301 valid acc 15/16
Epoch 36 loss 0.4599737124799056 valid acc 15/16
Epoch 36 loss 0.9164879484498493 valid acc 15/16
Epoch 37 loss 0.20305623306263543 valid acc 15/16
Epoch 37 loss 0.9896833558519573 valid acc 15/16
Epoch 37 loss 1.199653409533842 valid acc 15/16
Epoch 37 loss 0.9844982175343507 valid acc 15/16
Epoch 37 loss 0.3601669419844536 valid acc 15/16
Epoch 37 loss 0.7091308723788787 valid acc 15/16
Epoch 37 loss 0.47091449856777323 valid acc 15/16
Epoch 37 loss 0.7328285662272788 valid acc 15/16
Epoch 37 loss 0.8123723774351809 valid acc 15/16
Epoch 37 loss 0.6842721966022464 valid acc 15/16
Epoch 37 loss 0.6967187529900924 valid acc 15/16
Epoch 37 loss 0.9926914632275585 valid acc 15/16
Epoch 37 loss 0.5764924892485939 valid acc 15/16
Epoch 37 loss 1.212490154966272 valid acc 15/16
Epoch 37 loss 0.8487427076802593 valid acc 15/16
Epoch 37 loss 0.6253456813681274 valid acc 15/16
Epoch 37 loss 1.6345530309746787 valid acc 15/16
Epoch 37 loss 1.353775077823563 valid acc 14/16
Epoch 37 loss 0.7738683359891185 valid acc 15/16
Epoch 37 loss 0.5929438856039195 valid acc 15/16
Epoch 37 loss 1.3722598968805053 valid acc 15/16
Epoch 37 loss 0.9047386255745933 valid acc 15/16
Epoch 37 loss 0.43726599544162975 valid acc 15/16
Epoch 37 loss 0.31726872979775994 valid acc 15/16
Epoch 37 loss 0.6509099638873845 valid acc 15/16
Epoch 37 loss 0.7514996737935045 valid acc 15/16
Epoch 37 loss 0.6615294759849262 valid acc 15/16
Epoch 37 loss 0.47590128411526617 valid acc 15/16
Epoch 37 loss 0.6417588425691053 valid acc 15/16
Epoch 37 loss 0.23603268620098805 valid acc 15/16
Epoch 37 loss 1.0867980163442408 valid acc 15/16
Epoch 37 loss 0.40235768900575253 valid acc 15/16
Epoch 37 loss 0.8002887053218027 valid acc 15/16
Epoch 37 loss 0.9418941818756943 valid acc 15/16
Epoch 37 loss 1.845319478677974 valid acc 15/16
Epoch 37 loss 0.5145460393303861 valid acc 15/16
Epoch 37 loss 0.6512682385810753 valid acc 15/16
Epoch 37 loss 0.7455803569960227 valid acc 15/16
Epoch 37 loss 0.7657382961323759 valid acc 15/16
Epoch 37 loss 0.5499675972632366 valid acc 15/16
Epoch 37 loss 0.7551254297217661 valid acc 15/16
Epoch 37 loss 0.4207351755679377 valid acc 15/16
Epoch 37 loss 0.4549156402707017 valid acc 15/16
Epoch 37 loss 0.729770969032274 valid acc 15/16
Epoch 37 loss 1.8663655529353438 valid acc 15/16
Epoch 37 loss 0.48841264128856904 valid acc 15/16
Epoch 37 loss 0.5271628617620954 valid acc 15/16
Epoch 37 loss 1.2143830870648316 valid acc 15/16
Epoch 37 loss 0.8198012445287315 valid acc 15/16
Epoch 37 loss 0.3624121562527425 valid acc 15/16
Epoch 37 loss 0.6905726909586178 valid acc 15/16
Epoch 37 loss 0.6031663483245526 valid acc 15/16
Epoch 37 loss 0.9263927559181431 valid acc 15/16
Epoch 37 loss 0.46022309576906933 valid acc 15/16
Epoch 37 loss 1.3643353248725858 valid acc 15/16
Epoch 37 loss 0.5140404601945757 valid acc 15/16
Epoch 37 loss 0.5176219256269119 valid acc 15/16
Epoch 37 loss 0.38211552051787495 valid acc 15/16
Epoch 37 loss 0.6365716074283863 valid acc 15/16
Epoch 37 loss 0.9924424586839257 valid acc 15/16
Epoch 37 loss 0.6579037785116446 valid acc 15/16
Epoch 37 loss 0.36840767046990225 valid acc 15/16
Epoch 37 loss 1.1809653036102334 valid acc 15/16
Epoch 38 loss 0.027421705951930914 valid acc 15/16
Epoch 38 loss 0.8376406360890305 valid acc 15/16
Epoch 38 loss 1.2236856820811666 valid acc 15/16
Epoch 38 loss 0.5687395664397102 valid acc 15/16
Epoch 38 loss 0.2551448088849116 valid acc 15/16
Epoch 38 loss 0.5926281642868038 valid acc 15/16
Epoch 38 loss 0.8065624272437243 valid acc 15/16
Epoch 38 loss 1.1912444075902406 valid acc 15/16
Epoch 38 loss 0.9914017856123691 valid acc 15/16
Epoch 38 loss 0.7030949864418644 valid acc 15/16
Epoch 38 loss 0.8208154166397537 valid acc 15/16
Epoch 38 loss 0.9967424492564612 valid acc 15/16
Epoch 38 loss 0.3995144461216681 valid acc 15/16
Epoch 38 loss 1.0605305754412035 valid acc 15/16
Epoch 38 loss 0.912812657292915 valid acc 15/16
Epoch 38 loss 1.058240787201919 valid acc 15/16
Epoch 38 loss 1.6249068110390752 valid acc 15/16
Epoch 38 loss 1.3167606603354538 valid acc 15/16
Epoch 38 loss 0.79936055591647 valid acc 15/16
Epoch 38 loss 0.5528893628016724 valid acc 15/16
Epoch 38 loss 1.520370473490035 valid acc 15/16
Epoch 38 loss 0.5962456841821149 valid acc 15/16
Epoch 38 loss 0.26585368162488937 valid acc 15/16
Epoch 38 loss 0.32460319295720536 valid acc 15/16
Epoch 38 loss 0.5420588456802955 valid acc 15/16
Epoch 38 loss 0.7626660746184454 valid acc 15/16
Epoch 38 loss 0.5950190591252023 valid acc 15/16
Epoch 38 loss 0.5188758563608589 valid acc 15/16
Epoch 38 loss 0.5836244439750983 valid acc 15/16
Epoch 38 loss 0.33052520280982783 valid acc 15/16
Epoch 38 loss 0.9533330225139578 valid acc 15/16
Epoch 38 loss 0.7173719160318874 valid acc 15/16
Epoch 38 loss 0.8857367767755712 valid acc 15/16
Epoch 38 loss 0.9564996713269468 valid acc 15/16
Epoch 38 loss 1.6070716910937444 valid acc 15/16
Epoch 38 loss 0.43926543369163384 valid acc 15/16
Epoch 38 loss 0.72534771067633 valid acc 15/16
Epoch 38 loss 0.7529171984291313 valid acc 15/16
Epoch 38 loss 0.6749158083322766 valid acc 15/16
Epoch 38 loss 0.7906686908536305 valid acc 15/16
Epoch 38 loss 0.9008200848091571 valid acc 15/16
Epoch 38 loss 0.3637877555683363 valid acc 15/16
Epoch 38 loss 0.49893401712130747 valid acc 15/16
Epoch 38 loss 0.46689564124750477 valid acc 15/16
Epoch 38 loss 1.6662322979772268 valid acc 15/16
Epoch 38 loss 0.4867257036957071 valid acc 15/16
Epoch 38 loss 0.564176787735823 valid acc 15/16
Epoch 38 loss 0.7730291950781933 valid acc 15/16
Epoch 38 loss 0.7279945639878797 valid acc 15/16
Epoch 38 loss 0.31724898985609157 valid acc 15/16
Epoch 38 loss 0.6146243448331177 valid acc 15/16
Epoch 38 loss 0.5499634723448247 valid acc 15/16
Epoch 38 loss 0.846273818905189 valid acc 15/16
Epoch 38 loss 0.4283746445900926 valid acc 15/16
Epoch 38 loss 1.187848901815057 valid acc 15/16
Epoch 38 loss 0.41429987271242574 valid acc 15/16
Epoch 38 loss 0.6190239103122489 valid acc 15/16
Epoch 38 loss 0.46245529003576435 valid acc 15/16
Epoch 38 loss 0.6427815194678919 valid acc 15/16
Epoch 38 loss 1.171257055268543 valid acc 15/16
Epoch 38 loss 0.9029912141903005 valid acc 15/16
Epoch 38 loss 0.5335673051196802 valid acc 15/16
Epoch 38 loss 1.1161896187060032 valid acc 15/16
Epoch 39 loss 0.06712701182015178 valid acc 15/16
Epoch 39 loss 1.0854529270679538 valid acc 15/16
Epoch 39 loss 1.1302796266059016 valid acc 15/16
Epoch 39 loss 0.8114873042467392 valid acc 15/16
Epoch 39 loss 0.5123671694892883 valid acc 15/16
Epoch 39 loss 0.6632151802025452 valid acc 15/16
Epoch 39 loss 0.6664101808518298 valid acc 15/16
Epoch 39 loss 0.8629330050536239 valid acc 15/16
Epoch 39 loss 1.255520294817573 valid acc 15/16
Epoch 39 loss 1.03757579907195 valid acc 15/16
Epoch 39 loss 1.2080636088954373 valid acc 15/16
Epoch 39 loss 0.9427572609826838 valid acc 15/16
Epoch 39 loss 0.6198497140783863 valid acc 15/16
Epoch 39 loss 1.2177222438435626 valid acc 15/16
Epoch 39 loss 0.8826388114128394 valid acc 15/16
Epoch 39 loss 0.9263752230790588 valid acc 15/16
Epoch 39 loss 1.8203158498125886 valid acc 15/16
Epoch 39 loss 1.7984430446302762 valid acc 15/16
Epoch 39 loss 0.9881039722757085 valid acc 15/16
Epoch 39 loss 0.8402864582249276 valid acc 15/16
Epoch 39 loss 1.201164957898031 valid acc 15/16
Epoch 39 loss 0.6449202029321739 valid acc 15/16
Epoch 39 loss 0.34500713632286606 valid acc 15/16
Epoch 39 loss 0.3312818261542807 valid acc 15/16
Epoch 39 loss 0.8226883202407469 valid acc 15/16
Epoch 39 loss 0.9804681438779841 valid acc 15/16
Epoch 39 loss 0.5709581863485069 valid acc 15/16
Epoch 39 loss 0.3140278434353455 valid acc 15/16
Epoch 39 loss 0.7720428108386518 valid acc 15/16
Epoch 39 loss 0.23542676933815862 valid acc 15/16
Epoch 39 loss 0.8462199839165663 valid acc 15/16
Epoch 39 loss 0.6951855791424717 valid acc 15/16
Epoch 39 loss 0.8794543526571997 valid acc 15/16
Epoch 39 loss 1.1348752380992646 valid acc 15/16
Epoch 39 loss 1.4640918051081337 valid acc 15/16
Epoch 39 loss 0.5564532711911658 valid acc 15/16
Epoch 39 loss 0.7537200761944919 valid acc 15/16
Epoch 39 loss 0.8057943048002529 valid acc 15/16
Epoch 39 loss 0.892901458238794 valid acc 15/16
Epoch 39 loss 0.7576292302484429 valid acc 15/16
Epoch 39 loss 1.0049838882062667 valid acc 15/16
Epoch 39 loss 0.46978629786608783 valid acc 15/16
Epoch 39 loss 0.5911682947654688 valid acc 15/16
Epoch 39 loss 0.5922594650886311 valid acc 15/16
Epoch 39 loss 1.6407330863337073 valid acc 15/16
Epoch 39 loss 0.7777581529393965 valid acc 15/16
Epoch 39 loss 0.6829001274223874 valid acc 15/16
Epoch 39 loss 1.1639494182958916 valid acc 15/16
Epoch 39 loss 0.6713037909118371 valid acc 15/16
Epoch 39 loss 0.3933886588233485 valid acc 15/16
Epoch 39 loss 0.7890511027073145 valid acc 15/16
Epoch 39 loss 0.8463279437450367 valid acc 15/16
Epoch 39 loss 0.6311459676449501 valid acc 15/16
Epoch 39 loss 0.5015549607392278 valid acc 15/16
Epoch 39 loss 1.3706524304234642 valid acc 15/16
Epoch 39 loss 0.4237314107418933 valid acc 15/16
Epoch 39 loss 0.6470313479261535 valid acc 15/16
Epoch 39 loss 0.4662033631346061 valid acc 15/16
Epoch 39 loss 0.8933889650290092 valid acc 15/16
Epoch 39 loss 1.325535260855053 valid acc 15/16
Epoch 39 loss 0.8607888548086802 valid acc 15/16
Epoch 39 loss 0.5887705001626469 valid acc 15/16
Epoch 39 loss 0.8735662185395126 valid acc 15/16
Epoch 40 loss 0.11894940281616626 valid acc 15/16
Epoch 40 loss 1.1198328653515521 valid acc 15/16
Epoch 40 loss 1.3680116434905196 valid acc 15/16
Epoch 40 loss 0.7933284417556925 valid acc 15/16
Epoch 40 loss 0.36385469836071516 valid acc 15/16
Epoch 40 loss 0.7594466965166773 valid acc 15/16
Epoch 40 loss 0.544578109120957 valid acc 15/16
Epoch 40 loss 0.8098642381753937 valid acc 15/16
Epoch 40 loss 1.3335989942022308 valid acc 15/16
Epoch 40 loss 1.0210895939235207 valid acc 15/16
Epoch 40 loss 0.9224248694785948 valid acc 15/16
Epoch 40 loss 0.839955822433644 valid acc 15/16
Epoch 40 loss 0.8593239167551111 valid acc 15/16
Epoch 40 loss 1.3809427374537075 valid acc 15/16
Epoch 40 loss 0.7797693979308801 valid acc 15/16
Epoch 40 loss 0.714937323982615 valid acc 15/16
Epoch 40 loss 1.607979580643378 valid acc 15/16
Epoch 40 loss 1.3162883397124392 valid acc 15/16
Epoch 40 loss 0.8668767043718828 valid acc 15/16
Epoch 40 loss 0.8615442125238567 valid acc 15/16
Epoch 40 loss 1.047452576511592 valid acc 15/16
Epoch 40 loss 0.6511237838463741 valid acc 15/16
Epoch 40 loss 0.3288195007567728 valid acc 15/16
Epoch 40 loss 0.3579525956594404 valid acc 15/16
Epoch 40 loss 0.6697322697751987 valid acc 15/16
Epoch 40 loss 1.064330507709204 valid acc 15/16
Epoch 40 loss 0.6987637167891927 valid acc 15/16
Epoch 40 loss 0.39772900075058426 valid acc 15/16
Epoch 40 loss 1.0532592184617022 valid acc 15/16
Epoch 40 loss 0.3318673528033621 valid acc 15/16
Epoch 40 loss 0.652752438953271 valid acc 15/16
Epoch 40 loss 0.7768474277761569 valid acc 15/16
Epoch 40 loss 0.8435682076887236 valid acc 15/16
Epoch 40 loss 1.3249296606249956 valid acc 15/16
Epoch 40 loss 1.56181187906162 valid acc 15/16
Epoch 40 loss 0.5082956924410654 valid acc 15/16
Epoch 40 loss 0.4277194949778947 valid acc 15/16
Epoch 40 loss 0.6665558539851787 valid acc 15/16
Epoch 40 loss 0.7332768581129001 valid acc 15/16
Epoch 40 loss 0.7316872831497192 valid acc 15/16
Epoch 40 loss 0.8277526837391291 valid acc 15/16
Epoch 40 loss 0.4965000783005369 valid acc 15/16
Epoch 40 loss 0.48546348351969837 valid acc 15/16
Epoch 40 loss 0.6198308315034173 valid acc 15/16
Epoch 40 loss 1.467777910948769 valid acc 15/16
Epoch 40 loss 0.5926982733743016 valid acc 15/16
Epoch 40 loss 0.5428267901648539 valid acc 15/16
Epoch 40 loss 0.8742660018752332 valid acc 15/16
Epoch 40 loss 0.88492253429032 valid acc 15/16
Epoch 40 loss 0.4107699977441492 valid acc 15/16
Epoch 40 loss 0.49021784698757304 valid acc 15/16
Epoch 40 loss 0.38343840709657495 valid acc 15/16
Epoch 40 loss 0.9264765686505294 valid acc 15/16
Epoch 40 loss 0.5193018670945615 valid acc 15/16
Epoch 40 loss 1.2901287972836906 valid acc 15/16
Epoch 40 loss 0.405553584763592 valid acc 15/16
Epoch 40 loss 0.5165459878444835 valid acc 15/16
Epoch 40 loss 0.5654748584105096 valid acc 15/16
Epoch 40 loss 0.8636582126474674 valid acc 15/16
Epoch 40 loss 1.2679353808903466 valid acc 15/16
Epoch 40 loss 0.8903047773150138 valid acc 15/16
Epoch 40 loss 0.5914668332258843 valid acc 15/16
Epoch 40 loss 1.0892894639822912 valid acc 15/16
Epoch 41 loss 0.18592886304513714 valid acc 15/16
Epoch 41 loss 1.002416051539483 valid acc 15/16
Epoch 41 loss 1.3272357675807347 valid acc 15/16
Epoch 41 loss 0.8990216006466498 valid acc 15/16
Epoch 41 loss 0.3288562497940634 valid acc 15/16
Epoch 41 loss 0.9234981241780091 valid acc 15/16
Epoch 41 loss 0.5248268117377906 valid acc 15/16
Epoch 41 loss 0.711110967117116 valid acc 15/16
Epoch 41 loss 1.3401677609060847 valid acc 15/16
Epoch 41 loss 0.8140571946230009 valid acc 15/16
Epoch 41 loss 1.0236081727122195 valid acc 15/16
Epoch 41 loss 1.0024614770748377 valid acc 15/16
Epoch 41 loss 0.6158357542874396 valid acc 15/16
Epoch 41 loss 1.3341882520730737 valid acc 15/16
Epoch 41 loss 0.8640058677298932 valid acc 15/16
Epoch 41 loss 0.9537215258234628 valid acc 15/16
Epoch 41 loss 1.8283159418206085 valid acc 15/16
Epoch 41 loss 1.834589377215126 valid acc 15/16
Epoch 41 loss 1.0141618329618682 valid acc 15/16
Epoch 41 loss 0.5313071221329224 valid acc 15/16
Epoch 41 loss 1.2360662927878046 valid acc 15/16
Epoch 41 loss 0.648928450312794 valid acc 15/16
Epoch 41 loss 0.33593157294677223 valid acc 15/16
Epoch 41 loss 0.4708917218657546 valid acc 15/16
Epoch 41 loss 0.5879369225412134 valid acc 15/16
Epoch 41 loss 1.0370918217031158 valid acc 15/16
Epoch 41 loss 0.6864448941113662 valid acc 15/16
Epoch 41 loss 0.5832993633346358 valid acc 15/16
Epoch 41 loss 1.0198234060472218 valid acc 15/16
Epoch 41 loss 0.44665561740965376 valid acc 15/16
Epoch 41 loss 0.5772732339757292 valid acc 15/16
Epoch 41 loss 0.4766563564163767 valid acc 15/16
Epoch 41 loss 0.6868160991964848 valid acc 15/16
Epoch 41 loss 1.2428380817139675 valid acc 15/16
Epoch 41 loss 1.5959309135533706 valid acc 15/16
Epoch 41 loss 0.5106474809857539 valid acc 15/16
Epoch 41 loss 0.4745512262092085 valid acc 15/16
Epoch 41 loss 0.9207598052089597 valid acc 15/16
Epoch 41 loss 0.82792708619036 valid acc 15/16
Epoch 41 loss 0.742030902216445 valid acc 15/16
Epoch 41 loss 1.0940317791675895 valid acc 15/16
Epoch 41 loss 0.4795597627928804 valid acc 15/16
Epoch 41 loss 0.4767552832845159 valid acc 15/16
Epoch 41 loss 0.6927961717480248 valid acc 15/16
Epoch 41 loss 1.547485181692243 valid acc 15/16
Epoch 41 loss 0.8061058984484758 valid acc 15/16
Epoch 41 loss 0.8540231854700606 valid acc 15/16
Epoch 41 loss 1.2110715787098612 valid acc 15/16
Epoch 41 loss 0.6007515466761134 valid acc 15/16
Epoch 41 loss 0.34787502125304015 valid acc 15/16
Epoch 41 loss 0.5077923014636708 valid acc 15/16
Epoch 41 loss 0.5397677358094073 valid acc 15/16
Epoch 41 loss 0.8390204337976341 valid acc 15/16
Epoch 41 loss 0.4363929462698568 valid acc 15/16
Epoch 41 loss 0.9726280508572 valid acc 15/16
Epoch 41 loss 0.36859339505437894 valid acc 15/16
Epoch 41 loss 0.5825411061215019 valid acc 15/16
Epoch 41 loss 0.35933471776188425 valid acc 15/16
Epoch 41 loss 0.7341907621609767 valid acc 15/16
Epoch 41 loss 1.3562353258638382 valid acc 15/16
Epoch 41 loss 0.7315491417196536 valid acc 15/16
Epoch 41 loss 0.4673542286817845 valid acc 15/16
Epoch 41 loss 1.130935022160489 valid acc 15/16
Epoch 42 loss 0.16610978799063328 valid acc 15/16
Epoch 42 loss 1.2112989227210698 valid acc 15/16
Epoch 42 loss 1.4750387951739525 valid acc 15/16
Epoch 42 loss 0.9066463232734975 valid acc 15/16
Epoch 42 loss 0.32782317933729577 valid acc 15/16
Epoch 42 loss 0.7111365764287497 valid acc 15/16
Epoch 42 loss 0.7991258583232017 valid acc 15/16
Epoch 42 loss 1.06887986950751 valid acc 15/16
Epoch 42 loss 0.8097858155572801 valid acc 15/16
Epoch 42 loss 1.003140703010325 valid acc 15/16
Epoch 42 loss 0.7426806024616582 valid acc 15/16
Epoch 42 loss 1.1483694344194848 valid acc 15/16
Epoch 42 loss 0.6834937645529516 valid acc 15/16
Epoch 42 loss 1.327672658236604 valid acc 15/16
Epoch 42 loss 0.7491640914490931 valid acc 15/16
Epoch 42 loss 0.8474063568729681 valid acc 15/16
Epoch 42 loss 1.671033608003782 valid acc 15/16
Epoch 42 loss 1.5027141522107694 valid acc 15/16
Epoch 42 loss 0.8206442937495959 valid acc 15/16
Epoch 42 loss 0.7491182403478078 valid acc 15/16
Epoch 42 loss 1.3386479908244842 valid acc 15/16
Epoch 42 loss 0.5372149143182094 valid acc 15/16
Epoch 42 loss 0.383020460445633 valid acc 15/16
Epoch 42 loss 0.4844377931933729 valid acc 15/16
Epoch 42 loss 0.7563311856941338 valid acc 15/16
Epoch 42 loss 0.6481301758881388 valid acc 15/16
Epoch 42 loss 0.9159601513318418 valid acc 15/16
Epoch 42 loss 0.4494726210101876 valid acc 15/16
Epoch 42 loss 1.1169624471564479 valid acc 15/16
Epoch 42 loss 0.17276193932009842 valid acc 15/16
Epoch 42 loss 0.5210187168643893 valid acc 15/16
Epoch 42 loss 0.5509512101498949 valid acc 15/16
Epoch 42 loss 0.6666180696747603 valid acc 15/16
Epoch 42 loss 0.9220906401002759 valid acc 15/16
Epoch 42 loss 1.8740820139887915 valid acc 15/16
Epoch 42 loss 0.42480760100237347 valid acc 15/16
Epoch 42 loss 0.33773807915159176 valid acc 15/16
Epoch 42 loss 0.3947250643632884 valid acc 15/16
Epoch 42 loss 0.8222961057473939 valid acc 16/16
Epoch 42 loss 0.6101704463867883 valid acc 15/16
Epoch 42 loss 0.8899047780028293 valid acc 15/16
Epoch 42 loss 0.7031195289697497 valid acc 15/16
Epoch 42 loss 0.6061508912220503 valid acc 15/16
Epoch 42 loss 0.46844621370233513 valid acc 15/16