brainage_resnet18.log.csv

epoch,lr,train_loss,val_mae,seconds
1,0.0003327402135231317,12.159091009332673,4.337229730553097,144.5
2,0.000666073546856465,12.404033732675932,8.198924400077926,131.7
3,0.0009994068801897984,13.010452000235846,4.361875724395116,130.2
4,0.000999243457059887,13.730836868250769,4.5614146573676,127.0
5,0.0009969707305535935,13.224128568854963,5.2851485002040866,128.6
6,0.0009931887202723631,12.81099165348793,9.292897591789563,128.2
7,0.000987908912057118,12.725342144247545,4.472674278815587,127.9
8,0.0009811473405118782,11.612405142774216,4.643937094741397,129.6
9,0.0009729245403071967,11.202737847462991,3.385968269772,131.7
10,0.0009632654838170393,10.86575872029582,4.382085701094733,131.3
11,0.0009521995052785058,10.515391774566192,4.148364298476113,131.3
12,0.0009397602117047166,10.748899770787334,5.08733762939771,133.2
13,0.0009259853808214173,9.119229532568294,4.440196526315477,130.8
14,0.0009109168463372684,9.412599124476309,3.4128092822763656,128.8
15,0.0008946003708962461,8.729917633979055,3.558227654033237,132.6
16,0.0008770855070979972,8.875202194152406,3.5278503339820437,132.9
17,0.0008584254470082224,8.571709154613009,3.0720669321219125,128.1
18,0.0008386768606161211,8.15510897079797,3.037092484434446,134.9
19,0.0008178997237294967,8.161123332408655,5.621056756443448,130.5
20,0.0007961571358301991,8.468331970232455,3.833865000406901,133.3
21,0.0007735151284430728,7.591427952082105,3.271844662692812,131.6
22,0.0007500424646003863,7.500354527339706,3.2625568695863087,131.2
23,0.0007258104300107619,7.993143198451951,3.172141682373153,130.2
24,0.0007008926165668235,7.357255345634239,2.8544913185305067,135.3
25,0.0006753646988490354,7.69955369746586,3.04351997534434,133.2
26,0.0006493042043044898,7.131641397425627,2.8419182480043834,134.3
27,0.0006227902777985978,7.031762748797546,3.1451544994778105,129.6
28,0.0005959034412547346,7.019053282828969,4.156396783722771,128.5
29,0.0005687253491118039,6.880669434712075,2.9047681486606596,131.9
30,0.0005413385403423913,7.094826935108356,2.961681187748909,130.3
31,0.0005138261877846175,6.840575993167155,3.187946295539538,131.8
32,0.00048627184554896226,6.722720869276722,3.351275277303325,133.3
33,0.0004587591952671765,6.329078050474497,2.9307470549146335,131.6
34,0.00043137179195391786,6.2561427670517435,2.7641763039429983,133.6
35,0.0004041928102529172,6.329774913254565,2.6567280897166996,132.7
36,0.00037730479183831857,6.453306365091805,2.6482729640603067,132.2
37,0.00035078939473832883,6.311907639925362,2.7375491896271704,132.6
38,0.00032472714534246844,6.098510743796525,2.7497996199462147,132.6
39,0.00029919719384557475,5.882058868141034,2.669850746161408,129.4
40,0.0002742770738712599,5.7771763075214935,2.8545557660857837,137.0
41,0.00025004246700484535,5.792595851805046,2.605918009314272,135.8
42,0.00022656697295087513,5.762335046131227,2.51642031977574,130.4
43,0.0002039218860132299,5.90027555455549,2.5645502612657016,131.3
44,0.0001821759785766724,5.5618853832707495,2.874195841517713,137.7
45,0.000161395292247372,5.23551331006501,2.6590343434611956,126.5
46,0.00014164293728671985,5.656213259275255,2.5340767667359776,130.4
47,0.00012297890094753805,5.3823981316038,2.6457601525717314,132.4
48,0.00010545986529476476,5.45222693059767,2.747755482163694,128.0
49,8.91390350638856e-05,5.750243855920435,2.524459474451012,131.0
50,7.406597607990113e-05,4.977077581423816,2.601252635386255,131.6
51,6.028646472754501e-05,5.217024923613042,2.5559665394822755,129.7
52,4.7842348929908134e-05,4.857425686023915,2.48849085195197,131.1
53,3.677142105767184e-05,5.0609832681655815,2.56175261878305,131.3
54,2.710730315491994e-05,4.9960368630158305,2.512156889140606,129.9
55,1.8879344830096125e-05,5.280589523207749,2.488431503739622,133.1
56,1.2112534122207531e-05,5.1533789597131205,2.4956985018981825,136.7
57,6.827421612971785e-06,5.331619339521827,2.4990945687227777,131.9
58,3.0400580153755462e-06,4.6985621193384635,2.4712928473618296,135.0
59,7.619454281869165e-07,5.082755967369068,2.4995602006051274,129.4
60,2.4044591873106923e-12,4.948850556452173,2.5131168830063606,129.5