evaluation/v1/checkpoint-metrics.csv

checkpoint,step,loss,ce_loss,teacher_kl_loss,semantic_top1,semantic_top5,acoustic_top1,acoustic_top5,head_0_top1,head_0_top5,head_1_top1,head_1_top5,head_2_top1,head_2_top5,head_3_top1,head_3_top5,head_4_top1,head_4_top5,head_5_top1,head_5_top5,head_6_top1,head_6_top5,head_7_top1,head_7_top5
checkpoint-500,500,7.48644325949929,6.522897893732244,3.854183543812145,0.03020685369318182,0.09482643821022728,0.011681098442573052,0.04457706600040585,0.03020685369318182,0.09482643821022728,0.023074063387784092,0.08329356800426137,0.015988436612215908,0.05822476473721591,0.011876886541193182,0.04605379971590909,0.009901566938920454,0.03925670276988636,0.008112127130681818,0.03200461647727273,0.006722190163352273,0.027815385298295456,0.006092418323863636,0.025390625
checkpoint-1000,1000,7.022399208762429,6.140222722833807,3.52870698408647,0.08806540749289772,0.236297607421875,0.01978529892958604,0.07035332221489449,0.08806540749289772,0.236297607421875,0.03962013938210227,0.13151966441761365,0.03168002041903409,0.10443392666903409,0.019406405362215908,0.07126131924715909,0.01590520685369318,0.06073830344460227,0.012978293678977272,0.04949951171875,0.009812788529829546,0.03901256214488636,0.00909423828125,0.03600796786221591
checkpoint-1500,1500,6.567833640358665,5.760636069557884,3.228791670365767,0.16892311789772727,0.4056451970880682,0.028995662540584416,0.09788968965604708,0.16892311789772727,0.4056451970880682,0.05450439453125,0.17371992631392044,0.049005681818181816,0.15346735174005682,0.031169544566761364,0.10594038529829546,0.024366898970170456,0.08723588423295454,0.018685080788352272,0.068115234375,0.013189142400568182,0.051069779829545456,0.012048894708806818,0.045679265802556816
checkpoint-2000,2000,6.2850730202414775,5.523007479580966,3.0482621626420454,0.22299749200994318,0.506378173828125,0.036617923092532464,0.11924089704241071,0.22299749200994318,0.506378173828125,0.06654496626420454,0.2023592862215909,0.061967329545454544,0.1882601651278409,0.041711980646306816,0.1360501376065341,0.03186867453835227,0.110626220703125,0.023609508167613636,0.08251120827414772,0.016512784090909092,0.06129871715198864,0.014110218394886364,0.05358054421164773
checkpoint-2500,2500,6.05893984707919,5.329796184193004,2.916575691916726,0.26905961470170453,0.5826360529119318,0.04290771484375,0.13678533380681818,0.26905961470170453,0.5826360529119318,0.07448508522727272,0.22450672496448865,0.07287875088778409,0.21696056019176135,0.05051491477272727,0.1610995205965909,0.03916237571022727,0.13127552379261365,0.027388139204545456,0.09352527965198863,0.019309303977272728,0.0697021484375,0.016615434126420456,0.06042757901278409
checkpoint-3000,3000,5.941045587713068,5.228689020330256,2.849425055763938,0.29433094371448865,0.6223505193536932,0.04695664442978896,0.14716685901988635,0.29433094371448865,0.6223505193536932,0.07993386008522728,0.23762928355823865,0.07975907759232954,0.23297951438210227,0.05544766512784091,0.17430808327414773,0.044511274857954544,0.14432594992897727,0.030070911754261364,0.10109363902698863,0.02105712890625,0.07450173117897728,0.017916592684659092,0.06532981178977272
checkpoint-3500,3500,5.8286001032049,5.131580005992543,2.7880803888494317,0.31419788707386365,0.6526211825284091,0.05048875684862013,0.1571072665127841,0.31419788707386365,0.6526211825284091,0.08447820490056818,0.2496337890625,0.08491099964488637,0.24703147194602273,0.06129871715198864,0.18961681019176135,0.048822576349431816,0.15747625177556818,0.03226540305397727,0.10810158469460228,0.02252197265625,0.07897116921164772,0.019123424183238636,0.06891978870738637
checkpoint-4000,4000,5.77530254017223,5.085022666237571,2.761121403087269,0.3255642977627841,0.6702381480823864,0.052270666345373376,0.16178358994521103,0.3255642977627841,0.6702381480823864,0.08715542879971591,0.2556069113991477,0.08799327503551137,0.25342906605113635,0.06359030983664772,0.19524591619318182,0.051275079900568184,0.16481156782670456,0.032972856001420456,0.11042646928267046,0.023240522904829544,0.08193692294034091,0.019667191938920456,0.07102827592329546
checkpoint-4500,4500,5.696629610928622,5.016317887739702,2.7212467193603516,0.3405733975497159,0.6919777610085227,0.05556260146103896,0.1699056253804789,0.3405733975497159,0.6919777610085227,0.09083140980113637,0.26508678089488635,0.09318403764204546,0.26624922318892047,0.06870061700994318,0.20824640447443182,0.055719549005681816,0.17513483220880682,0.035161798650568184,0.11566439541903409,0.024691495028409092,0.08540760387073863,0.020649303089488636,0.07355013760653409
checkpoint-5000,5000,5.668502114035866,4.9909234480424365,2.7103150107643823,0.3469182794744318,0.7013466574928977,0.05626648741883117,0.1722776734983766,0.3469182794744318,0.7013466574928977,0.091552734375,0.2671425559303977,0.09462668678977272,0.26997514204545453,0.06939974698153409,0.21097634055397727,0.05686534534801136,0.17810890891335227,0.03558627041903409,0.11782004616477272,0.025146484375,0.08695012872869318,0.020688143643465908,0.07497059215198863
checkpoint-5500,5500,5.613888827237216,4.9430625221946025,2.6833050467751245,0.35698075727982953,0.7147216796875,0.058801031731939936,0.1782551554890422,0.35698075727982953,0.7147216796875,0.09480146928267046,0.2747414328835227,0.09887972745028409,0.2785727761008523,0.07335593483664772,0.2213107022372159,0.06000588156960227,0.1867093172940341,0.036970658735795456,0.12081631747159091,0.02593994140625,0.08922507546164772,0.021653608842329544,0.07641046697443182
checkpoint-6000,6000,5.598676508123225,4.92862285267223,2.680214621803977,0.36052079634232953,0.7196904962713068,0.05938562170251623,0.17979569868607956,0.36052079634232953,0.7196904962713068,0.09568925337357954,0.2765170010653409,0.099639892578125,0.28068681196732953,0.07448508522727272,0.22367997602982956,0.06041370738636364,0.18784401633522727,0.03717873313210227,0.12213134765625,0.026541969992897728,0.09042913263494318,0.021750710227272728,0.07728160511363637
checkpoint-6500,6500,5.556690562855113,4.891849864612926,2.6593622727827593,0.36834716796875,0.730499267578125,0.061182988154423704,0.18462262834821427,0.36834716796875,0.730499267578125,0.09766179865056818,0.2822654030539773,0.10206187855113637,0.28773359818892047,0.07711237127130682,0.23002763227982956,0.06327681107954546,0.1947659579190341,0.03872403231534091,0.12568248401988635,0.026969216086647728,0.09226573597301137,0.022474809126420456,0.07961758700284091
checkpoint-7000,7000,5.555549621582031,4.889744845303622,2.6632201454856177,0.3706387606534091,0.7343916459517046,0.06100543133624188,0.18378874543425325,0.3706387606534091,0.7343916459517046,0.097869873046875,0.2816189852627841,0.10172063654119318,0.2874755859375,0.07668789950284091,0.22874589399857956,0.06258322975852272,0.19205544211647727,0.03856312144886364,0.12521917169744318,0.02685546875,0.09218805486505682,0.022757790305397728,0.07921808416193182
checkpoint-7500,7500,5.512726523659446,4.852370869029652,2.6414236588911577,0.37586558948863635,0.7424066716974432,0.06317059405438312,0.18915627219460227,0.37586558948863635,0.7424066716974432,0.10091330788352272,0.288726806640625,0.10506369850852272,0.2946083762428977,0.07985340465198863,0.23711048473011365,0.06597900390625,0.19984852183948865,0.03968394886363636,0.12825150923295456,0.027598987926136364,0.09442693536931818,0.023101806640625,0.08112127130681818
checkpoint-8000,8000,5.510079817338423,4.849552848122337,2.642109437422319,0.3788479891690341,0.744598388671875,0.06315830775669642,0.1889097535765016,0.3788479891690341,0.744598388671875,0.10067471590909091,0.28886552290482953,0.10547429865056818,0.2934043190696023,0.08008367365056818,0.23724365234375,0.06557117808948863,0.19960438121448865,0.039381547407670456,0.12793801047585227,0.027515758167613636,0.09416614879261363,0.023406982421875,0.081146240234375
checkpoint-8500,8500,5.47840707952326,4.821895252574574,2.6260474811900747,0.38429398970170453,0.7518782182173296,0.06488591974431818,0.19293529956371752,0.38429398970170453,0.7518782182173296,0.10267500443892046,0.2935846502130682,0.10815707120028409,0.2999295321377841,0.08248623934659091,0.24220969460227273,0.06752707741477272,0.20484785600142044,0.040990656072443184,0.13129216974431818,0.02838689630681818,0.09610540216619318,0.023978493430397728,0.08257779208096591
checkpoint-9000,9000,5.482186404141513,4.824233315207741,2.6318092346191406,0.3847628506747159,0.7524774724786932,0.06432392070819805,0.19211370294744318,0.3847628506747159,0.7524774724786932,0.10238370028409091,0.29398692737926135,0.10753562233664772,0.2994773171164773,0.08222822709517046,0.2416409579190341,0.066680908203125,0.20240644975142044,0.04009732333096591,0.12983564897017044,0.02805120294744318,0.09569480202414772,0.02329046075994318,0.08175381747159091
checkpoint-9500,9500,5.449186151677912,4.795833934437145,2.6134088689630683,0.3900673606178977,0.7595076127485796,0.06599366819703734,0.19630887910917208,0.3900673606178977,0.7595076127485796,0.10430353338068182,0.297821044921875,0.110076904296875,0.3047735040838068,0.08428400213068182,0.24750310724431818,0.06939142400568182,0.20970569957386365,0.04105446555397727,0.13289850408380682,0.028791947798295456,0.09749811345880682,0.02405340021306818,0.08396218039772728
checkpoint-10000,10000,5.462961370294744,4.807432348077947,2.6221209439364346,0.3893377130681818,0.7582286487926136,0.06509954279119318,0.1941603623427354,0.3893377130681818,0.7582286487926136,0.10321877219460228,0.2949468439275568,0.10864812677556818,0.30199085582386365,0.08320201526988637,0.2438631924715909,0.06776844371448863,0.2067898837002841,0.040391401811079544,0.13170831853693182,0.028575550426136364,0.09676569158380682,0.023892489346590908,0.08305775035511363
checkpoint-10500,10500,5.429460005326704,4.778107383034446,2.605410835959695,0.3942288485440341,0.7645652077414773,0.06714303152901786,0.19843837193080358,0.3942288485440341,0.7645652077414773,0.106109619140625,0.3012057217684659,0.11185802112926137,0.3083440607244318,0.08634255149147728,0.2513954856178977,0.07016268643465909,0.21141190962357956,0.04195889559659091,0.13427179509943182,0.029227516867897728,0.09844138405539772,0.024341930042613636,0.08399824662642046
checkpoint-11000,11000,5.439471851695668,4.785212083296343,2.617039767178622,0.39424549449573865,0.7637051669034091,0.06628061269784903,0.19694974824979708,0.39424549449573865,0.7637051669034091,0.10459761186079546,0.2986838600852273,0.11128928444602272,0.3077392578125,0.08478892933238637,0.24837424538352273,0.06916392933238637,0.209320068359375,0.041265314275568184,0.13408314098011365,0.02877252752130682,0.09738991477272728,0.024086692116477272,0.08305775035511363
checkpoint-11500,11500,5.409487984397194,4.760095076127485,2.5975725000554863,0.3985817649147727,0.7687211470170454,0.06801337700385551,0.2007343242694805,0.3985817649147727,0.7687211470170454,0.10765214399857954,0.30473466352982953,0.11311756480823863,0.310882568359375,0.08739402077414772,0.25437788529829547,0.07125022194602272,0.21435546875,0.042291814630681816,0.13618885387073865,0.02942449396306818,0.09917380593039772,0.02496337890625,0.08542702414772728
checkpoint-12000,12000,5.422830408269709,4.7710748152299365,2.6070213317871094,0.3967257412997159,0.7681413130326704,0.06724369990361201,0.19871501179484577,0.3967257412997159,0.7681413130326704,0.106597900390625,0.3023598410866477,0.11164162375710228,0.30921519886363635,0.08672540838068182,0.2519586736505682,0.07005726207386363,0.2108154296875,0.04170920632102273,0.13382790305397727,0.02933294122869318,0.09825827858664772,0.024641557173295456,0.08456975763494318
checkpoint-12500,12500,5.398222489790483,4.749533219770952,2.594757080078125,0.3999883478338068,0.7715370871803977,0.06860510095373376,0.20212901722301135,0.3999883478338068,0.7715370871803977,0.10855657404119318,0.3069180575284091,0.11445201526988637,0.3136513449928977,0.08795998313210228,0.2562782981178977,0.07211026278409091,0.21659434925426135,0.042463822798295456,0.13666603781960227,0.030059814453125,0.09944846413352272,0.02463323419744318,0.08534656871448863
checkpoint-13000,13000,5.4074623801491475,4.75613056529652,2.6053220575506035,0.4006736061789773,0.7708740234375,0.06808114980722403,0.2009344720221185,0.4006736061789773,0.7708740234375,0.10809326171875,0.3064186789772727,0.11328957297585228,0.3117148659446023,0.08681418678977272,0.2533902254971591,0.07133622602982954,0.21552068536931818,0.042588667436079544,0.13573386452414773,0.029690829190340908,0.09926813299005682,0.02475530450994318,0.08449485085227272
checkpoint-13500,13500,5.382504896684126,4.736065951260653,2.5857573422518643,0.4028958407315341,0.7749245383522727,0.06941560026887175,0.20408769087357956,0.4028958407315341,0.7749245383522727,0.10970791903409091,0.3101778897372159,0.11576149680397728,0.3173911354758523,0.08958851207386363,0.2587030584161932,0.07217684659090909,0.21803144975142044,0.04346535422585227,0.13763982599431818,0.030201305042613636,0.10023359818892046,0.025007768110795456,0.08643687855113637
checkpoint-14000,14000,5.392092618075284,4.743305899880149,2.595145485617898,0.40244640003551135,0.7734236283735796,0.0689209777039367,0.20273064947747566,0.40244640003551135,0.7734236283735796,0.10918912020596591,0.3076726740056818,0.11421897194602272,0.3151605779474432,0.08859807794744318,0.25755726207386365,0.07259854403409091,0.21696333451704544,0.04278287020596591,0.13649680397727273,0.029885031960227272,0.09968150745738637,0.025174227627840908,0.08558238636363637
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checkpoint-16000,16000,5.373766812411222,4.72678617997603,2.5879233967174184,0.40443836558948865,0.7760758833451704,0.06977864054890422,0.2051676960734578,0.40443836558948865,0.7760758833451704,0.11021839488636363,0.3104886141690341,0.116455078125,0.31953568892045453,0.09008234197443182,0.2606284401633523,0.07297585227272728,0.2186612215909091,0.04344593394886364,0.13838611949573865,0.029998779296875,0.10142933238636363,0.02527410333806818,0.08704445578835228
checkpoint-16500,16500,5.3483709855513135,4.705813321200284,2.5702330849387427,0.408843994140625,0.7815413041548296,0.07128034319196429,0.20814890675730519,0.408843994140625,0.7815413041548296,0.11247669566761363,0.31528819691051135,0.11859408291903409,0.3234003240411932,0.09238780628551137,0.2649009011008523,0.07485407049005682,0.22357177734375,0.044103449041193184,0.14025046608664773,0.030717329545454544,0.10199806906960228,0.025828968394886364,0.08763261274857954
checkpoint-17000,17000,5.362560272216797,4.717670440673828,2.5795610601251777,0.40674937855113635,0.7795909534801136,0.07031170733563312,0.2063150777445211,0.40674937855113635,0.7795909534801136,0.11092862215909091,0.3129244717684659,0.11700162020596591,0.32075084339488635,0.091033935546875,0.2627341530539773,0.07384699041193182,0.22029252485795456,0.043512517755681816,0.13887994939630682,0.030531449751420456,0.10162630948153409,0.025326815518465908,0.08699729225852272
checkpoint-17500,17500,5.337855945933949,4.696246407248757,2.5664437033913354,0.41028941761363635,0.7838023792613636,0.07169886997767858,0.20938229251217533,0.41028941761363635,0.7838023792613636,0.11271528764204546,0.3168113014914773,0.11922940340909091,0.325531005859375,0.09339766068892046,0.26677357066761365,0.075439453125,0.22513649680397727,0.044539018110795456,0.14080255681818182,0.030789462002840908,0.10255015980113637,0.02578180486505682,0.08807095614346591
final,17640,5.340556751598012,4.698408993807706,2.568590684370561,0.41022838245738635,0.7835332697088068,0.07155103807325487,0.2092083026836445,0.41022838245738635,0.7835332697088068,0.11298994584517046,0.3169583407315341,0.11876054243607954,0.3246432217684659,0.09348089044744318,0.26715087890625,0.07466264204545454,0.22407393022017044,0.04452792080965909,0.14112437855113635,0.030670166015625,0.10220059481534091,0.025765158913352272,0.08830677379261363