epoch,train_loss,val_loss,dev_eer,dev_tdcf,elapsed_seconds
1,0.07895024557538516,0.12632966855741787,0.01255858806220178,0.36691441087489063,280.23678127804305
2,0.017885597669821715,0.11362988572964369,0.009110580971645096,0.1669806243272336,559.9427112389822
3,0.018143291343101938,0.01813159246882359,0.00627929403110089,0.22053951993979673,840.3966546000447
4,0.010724924376749562,0.08789016978125883,0.005505595050804954,0.08055256548259777,1124.6221440030495
5,0.00975241139502721,0.013721630639477343,0.003935771543029732,0.2003049874416936,1407.4571663680254
6,0.008841063527864094,0.011986266193289533,0.003935771543029732,0.03058844635809114,1691.5356209509773
7,0.009902396116183484,0.019927429390262347,0.0038236438071129752,0.09947972730534625,1976.6666708500125
8,0.007764089714552656,0.007553930011936851,0.002741584751810801,0.1252948765827437,2261.8548607949633
9,0.009912374471395606,0.05522348935511017,0.003935771543029732,0.060369573017581626,2547.5863141090376
10,0.005470371212174294,0.011441080709800294,0.005881231767361246,0.19158479405673007,2830.141386025003
11,0.0037188481530928638,0.006783096660149303,0.0027640102989941527,0.12740287801797873,3114.3060169820674
12,0.006561507237410219,0.011803815759886213,0.005017830598331906,0.16507779728600888,3400.3549742719624
13,0.004183242272425404,0.00834724978573437,0.0027864358461775042,0.07768209544312882,3682.796759375022
14,0.0037651624684607154,0.009595403923015897,0.001967885771514866,0.05933799784714748,3968.4320133840665
15,0.0035689451905757986,0.012981060005389523,0.003139647015550445,0.11538278472770246,4253.160223830026
16,0.003409352981851026,0.007557170251553552,0.003094795921183742,0.12937632617011366,4537.393261307967
17,0.002356549037405335,0.006434120511383143,0.003139647015550445,0.10843086510086357,4824.245938427979
18,0.0022009042159513606,0.0390028295107063,0.003935771543029732,0.10309358487122597,5107.2688417760655
19,0.0015586978378784914,0.011808777919629244,0.0032069236571004986,0.1262816006588112,5391.350369101041
20,0.001728988810416175,0.017672432436784152,0.003935771543029732,0.11829810586153812,5675.990832020994
21,0.0009209572327470322,0.0172125434499035,0.0032069236571004986,0.12403904594047606,5962.0582631359575
22,0.0008666384481964801,0.011309805471986694,0.002741584751810801,0.10811690744029664,6250.636161266011
23,0.0013792227631901097,0.005996388585903253,0.002741584751810801,0.10017826373739029,6537.163581629051
24,0.0006872225535941273,0.006676944673460548,0.003139647015550445,0.11166014389526614,6823.466460695956
25,0.00042151363149130227,0.02303785450126625,0.0035377092792900884,0.11444091174600171,7110.2425680500455
26,0.0012385409183646129,0.008014781899448367,0.003139647015550445,0.098563624340189,7395.910073232022
27,0.0005185103319814342,0.006921709187076558,0.0034704326377400342,0.10816175853466334,7680.95541571104
28,0.0005396349190505134,0.006578511482231911,0.003072370374000391,0.10040251920922381,7968.125301216962
29,0.00023126633115604252,0.006420665909611463,0.002741584751810801,0.10636771475999524,8254.757137801033
30,0.00027327833707573495,0.007303092068231713,0.003139647015550445,0.11018005778116495,8542.611650306964
31,0.00030224072412505257,0.006341817991864864,0.003139647015550445,0.10560524615576129,8829.929927936988
32,0.00011742159469995566,0.006408173903841602,0.003139647015550445,0.10264507392755892,9111.173825128004
33,0.00012416589978087503,0.008500771568865707,0.0027640102989941527,0.10847571619523026,9391.902483287966
34,0.00013858999692232157,0.006166175355197848,0.0035377092792900884,0.10363179800362639,9679.299450677005
35,0.00016619281524317287,0.006578836790193733,0.0032293492042838497,0.10717503445859589,9966.687460031011