loss_data.csv

epoch,loss,learning_rate,step,val_loss
1.0,3.1846,4.9751366120218586e-05,549,2.0672683715820312
2.0,2.1377,4.950136612021859e-05,1098,1.746096134185791
3.0,1.8436,4.925136612021858e-05,1647,1.5814770460128784
4.0,1.6249,4.900136612021858e-05,2196,1.498841643333435
5.0,1.4567,4.875136612021858e-05,2745,1.4646685123443604
6.0,1.3196,4.850136612021858e-05,3294,1.4353505373001099
7.0,1.1878,4.8251366120218584e-05,3843,1.4167423248291016
8.0,1.0743,4.8001366120218584e-05,4392,1.4160096645355225
9.0,0.9702,4.7751366120218585e-05,4941,1.4294071197509766
10.0,0.8851,4.750136612021858e-05,5490,1.4345993995666504
11.0,0.7998,4.725136612021858e-05,6039,1.4345430135726929
12.0,0.7234,4.700136612021858e-05,6588,1.431388258934021
13.0,0.659,4.675136612021858e-05,7137,1.454369068145752
14.0,0.597,4.650136612021858e-05,7686,1.469521164894104
15.0,0.5457,4.6251821493624775e-05,8235,1.4631842374801636
16.0,0.4953,4.6001821493624775e-05,8784,1.4975626468658447
17.0,0.4491,4.5751821493624776e-05,9333,1.4945454597473145
18.0,0.4106,4.550182149362478e-05,9882,1.5113245248794556
19.0,0.3703,4.525227686703097e-05,10431,1.5367704629898071
20.0,0.3395,4.500227686703097e-05,10980,1.5439019203186035
21.0,0.3148,4.475227686703097e-05,11529,1.5565816164016724
22.0,0.2885,4.4502276867030965e-05,12078,1.5638805627822876
23.0,0.2639,4.4252276867030966e-05,12627,1.5682610273361206
24.0,0.2438,4.400273224043716e-05,13176,1.596855640411377
25.0,0.2242,4.375273224043716e-05,13725,1.6173593997955322
26.0,0.2085,4.350273224043716e-05,14274,1.6324284076690674
27.0,0.1923,4.325273224043716e-05,14823,1.6378278732299805
28.0,0.1815,4.300273224043716e-05,15372,1.6525118350982666
29.0,0.169,4.2753187613843354e-05,15921,1.66644287109375
30.0,0.1564,4.2503187613843355e-05,16470,1.6936577558517456
31.0,0.1501,4.2253187613843356e-05,17019,1.6787971258163452
32.0,0.1396,4.2003187613843356e-05,17568,1.682391881942749
33.0,0.1332,4.175364298724955e-05,18117,1.7120260000228882
34.0,0.1263,4.150364298724955e-05,18666,1.7207846641540527
35.0,0.1185,4.1253642987249544e-05,19215,1.7224713563919067
36.0,0.1109,4.1003642987249544e-05,19764,1.748221755027771
37.0,0.1051,4.075409836065574e-05,20313,1.731772780418396
38.0,0.1001,4.050409836065574e-05,20862,1.7514723539352417
39.0,0.0987,4.025409836065574e-05,21411,1.7755776643753052
40.0,0.0928,4.000409836065574e-05,21960,1.7831940650939941
41.0,0.0883,3.975455373406193e-05,22509,1.7724086046218872
42.0,0.0852,3.950455373406193e-05,23058,1.7985326051712036
43.0,0.082,3.9254553734061934e-05,23607,1.793260931968689
44.0,0.0776,3.9004553734061934e-05,24156,1.8211771249771118
45.0,0.0745,3.8754553734061935e-05,24705,1.8113528490066528
46.0,0.0723,3.850455373406193e-05,25254,1.8097419738769531
47.0,0.0707,3.825500910746813e-05,25803,1.8352946043014526
48.0,0.0681,3.800500910746812e-05,26352,1.829652190208435
49.0,0.0653,3.775500910746812e-05,26901,1.8652549982070923
50.0,0.0633,3.7505009107468124e-05,27450,1.8334004878997803
51.0,0.0604,3.7255009107468125e-05,27999,1.8729301691055298
52.0,0.0588,3.7005009107468125e-05,28548,1.8689686059951782
53.0,0.0581,3.6755009107468126e-05,29097,1.8661019802093506
54.0,0.0558,3.650500910746813e-05,29646,1.885955572128296
55.0,0.0537,3.625546448087432e-05,30195,1.880622148513794
56.0,0.0527,3.600546448087432e-05,30744,1.8770242929458618
57.0,0.0517,3.575546448087432e-05,31293,1.9021538496017456
58.0,0.0482,3.5505464480874315e-05,31842,1.8912159204483032
59.0,0.0484,3.5255919854280515e-05,32391,1.9091085195541382
60.0,0.0468,3.500591985428051e-05,32940,1.8912039995193481
61.0,0.0454,3.475591985428051e-05,33489,1.9069888591766357
62.0,0.0439,3.45063752276867e-05,34038,1.9013952016830444
63.0,0.0436,3.42563752276867e-05,34587,1.9204455614089966
64.0,0.0437,3.4006375227686703e-05,35136,1.934277057647705
65.0,0.0398,3.3756375227686704e-05,35685,1.9565677642822266
66.0,0.0394,3.3506375227686705e-05,36234,1.9483481645584106
67.0,0.039,3.32568306010929e-05,36783,1.946067214012146
68.0,0.0369,3.30068306010929e-05,37332,1.9462916851043701
69.0,0.0368,3.27568306010929e-05,37881,1.9575462341308594
70.0,0.0366,3.250728597449909e-05,38430,1.9539114236831665
71.0,0.0351,3.225728597449909e-05,38979,1.9439038038253784
72.0,0.0345,3.200728597449909e-05,39528,1.9703786373138428
73.0,0.0335,3.175728597449909e-05,40077,1.9772682189941406
74.0,0.0331,3.150774134790529e-05,40626,1.974206566810608
75.0,0.0326,3.125774134790528e-05,41175,1.9826862812042236
76.0,0.0321,3.100774134790528e-05,41724,1.975986123085022
77.0,0.0319,3.075774134790528e-05,42273,1.971335530281067
78.0,0.0301,3.050819672131148e-05,42822,1.9788450002670288
79.0,0.0308,3.0258196721311476e-05,43371,1.992931604385376
80.0,0.0302,3.0008196721311476e-05,43920,2.0111804008483887
81.0,0.0298,2.9758196721311477e-05,44469,1.9962728023529053
82.0,0.0289,2.950865209471767e-05,45018,2.0137667655944824
83.0,0.0277,2.925865209471767e-05,45567,2.011869192123413
84.0,0.0279,2.900865209471767e-05,46116,2.002535104751587
85.0,0.0268,2.875865209471767e-05,46665,2.0071496963500977
86.0,0.0267,2.8509107468123865e-05,47214,2.0230255126953125
87.0,0.0262,2.8259107468123862e-05,47763,2.0273427963256836
88.0,0.0254,2.8009107468123863e-05,48312,2.0420162677764893
89.0,0.025,2.7759107468123864e-05,48861,2.0392627716064453
90.0,0.0243,2.7509562841530056e-05,49410,2.0461158752441406
91.0,0.0242,2.7259562841530057e-05,49959,2.056342840194702
92.0,0.0237,2.7009562841530054e-05,50508,2.0417208671569824
93.0,0.0236,2.6759562841530055e-05,51057,2.074708938598633
94.0,0.0231,2.6509562841530056e-05,51606,2.0401229858398438
95.0,0.0227,2.626001821493625e-05,52155,2.0456109046936035
96.0,0.0225,2.601001821493625e-05,52704,2.048659086227417
97.0,0.0214,2.576001821493625e-05,53253,2.0550084114074707
98.0,0.0216,2.5510018214936247e-05,53802,2.0629260540008545
99.0,0.0216,2.5260473588342444e-05,54351,2.0520365238189697
100.0,0.0208,2.501047358834244e-05,54900,2.0524790287017822
101.0,0.0204,2.4760473588342442e-05,55449,2.0701780319213867
102.0,0.0203,2.4510473588342442e-05,55998,2.0668997764587402
103.0,0.0203,2.4260473588342443e-05,56547,2.067633628845215
104.0,0.0197,2.401047358834244e-05,57096,2.0873076915740967
105.0,0.0201,2.3760928961748637e-05,57645,2.085155487060547
106.0,0.0194,2.3510928961748634e-05,58194,2.068845272064209
107.0,0.0192,2.3260928961748635e-05,58743,2.082916021347046
108.0,0.0189,2.3010928961748635e-05,59292,2.0877044200897217
109.0,0.0184,2.2761384335154828e-05,59841,2.0940358638763428
110.0,0.0186,2.251138433515483e-05,60390,2.118002414703369
111.0,0.018,2.2261384335154826e-05,60939,2.0947883129119873
112.0,0.0181,2.2011384335154827e-05,61488,2.1068031787872314
113.0,0.0178,2.1761839708561023e-05,62037,2.1018245220184326
114.0,0.017,2.151183970856102e-05,62586,2.124645233154297
115.0,0.0168,2.126183970856102e-05,63135,2.091703176498413
116.0,0.0165,2.1011839708561022e-05,63684,2.109142303466797
117.0,0.0167,2.076183970856102e-05,64233,2.111171007156372
118.0,0.0157,2.051183970856102e-05,64782,2.121091365814209
119.0,0.0155,2.0262295081967213e-05,65331,2.112438201904297
120.0,0.0165,2.0012295081967213e-05,65880,2.113240957260132
121.0,0.0157,1.9762295081967214e-05,66429,2.0973751544952393
122.0,0.0153,1.9512750455373407e-05,66978,2.1308329105377197
123.0,0.0151,1.9262750455373408e-05,67527,2.1360507011413574
124.0,0.0152,1.901275045537341e-05,68076,2.1371119022369385
125.0,0.0154,1.8762750455373406e-05,68625,2.1245388984680176
126.0,0.0139,1.8512750455373406e-05,69174,2.1246707439422607
127.0,0.0147,1.8262750455373407e-05,69723,2.1415631771087646
128.0,0.0145,1.8012750455373408e-05,70272,2.1398417949676514
129.0,0.0142,1.7762750455373405e-05,70821,2.132878541946411
130.0,0.0138,1.75132058287796e-05,71370,2.1312355995178223
131.0,0.0135,1.72632058287796e-05,71919,2.139249801635742
132.0,0.0139,1.70132058287796e-05,72468,2.129660129547119
133.0,0.0136,1.67632058287796e-05,73017,2.1498146057128906
134.0,0.0135,1.6513205828779597e-05,73566,2.1507744789123535
135.0,0.0135,1.62632058287796e-05,74115,2.150257110595703
136.0,0.0135,1.6013205828779602e-05,74664,2.156599283218384
137.0,0.0128,1.5764116575591987e-05,75213,2.135300874710083
138.0,0.0128,1.5514116575591984e-05,75762,2.149761438369751
139.0,0.0129,1.5264116575591985e-05,76311,2.151782751083374
140.0,0.0126,1.5014116575591986e-05,76860,2.163233518600464
141.0,0.0127,1.4764116575591985e-05,77409,2.1513421535491943
142.0,0.0122,1.4514116575591986e-05,77958,2.1599419116973877
143.0,0.0128,1.4264116575591985e-05,78507,2.1776816844940186
144.0,0.0118,1.4014116575591987e-05,79056,2.16753888130188
145.0,0.012,1.3764571948998178e-05,79605,2.1465096473693848
146.0,0.0118,1.3515027322404373e-05,80154,2.1686596870422363
147.0,0.0116,1.3265027322404372e-05,80703,2.16983699798584
148.0,0.0112,1.3015027322404372e-05,81252,2.152198553085327
149.0,0.0114,1.2765027322404371e-05,81801,2.1589503288269043
150.0,0.0115,1.2515027322404372e-05,82350,2.1721999645233154
151.0,0.0112,1.2265027322404373e-05,82899,2.176546812057495
152.0,0.011,1.2015482695810566e-05,83448,2.175985097885132
153.0,0.0112,1.1765482695810565e-05,83997,2.1781258583068848
154.0,0.0111,1.1515482695810565e-05,84546,2.1642398834228516
155.0,0.0111,1.1265938069216758e-05,85095,2.1700589656829834
156.0,0.0108,1.1015938069216757e-05,85644,2.1753928661346436
157.0,0.0104,1.0765938069216758e-05,86193,2.167529582977295
158.0,0.0107,1.0515938069216759e-05,86742,2.179230213165283
159.0,0.0102,1.026593806921676e-05,87291,2.1741933822631836
160.0,0.0099,1.001639344262295e-05,87840,2.1685800552368164
161.0,0.0099,9.766393442622951e-06,88389,2.1898679733276367
162.0,0.0098,9.51639344262295e-06,88938,2.176560401916504
163.0,0.0103,9.266393442622953e-06,89487,2.177410125732422
164.0,0.01,9.016848816029144e-06,90036,2.178252935409546
165.0,0.0103,8.766848816029144e-06,90585,2.171494483947754
166.0,0.0098,8.516848816029143e-06,91134,2.1854782104492188
167.0,0.0097,8.266848816029144e-06,91683,2.1904172897338867
168.0,0.0095,8.016848816029145e-06,92232,2.1840343475341797
169.0,0.0096,7.767304189435338e-06,92781,2.1702609062194824
170.0,0.0095,7.517304189435337e-06,93330,2.16912841796875
171.0,0.0096,7.2673041894353365e-06,93879,2.1870594024658203
172.0,0.0091,7.017304189435338e-06,94428,2.1741909980773926
173.0,0.0095,6.767304189435338e-06,94977,2.172401189804077
174.0,0.0091,6.517304189435337e-06,95526,2.187929153442383
175.0,0.0089,6.267304189435337e-06,96075,2.1736998558044434
176.0,0.0092,6.0182149362477235e-06,96624,2.1824216842651367
177.0,0.009,5.768214936247723e-06,97173,2.1867001056671143
178.0,0.0088,5.518214936247723e-06,97722,2.1855392456054688
179.0,0.0088,5.268214936247724e-06,98271,2.186734676361084
180.0,0.0087,5.018214936247724e-06,98820,2.18176007270813
181.0,0.0085,4.768214936247723e-06,99369,2.1872174739837646
182.0,0.0088,4.5182149362477234e-06,99918,2.1819393634796143
183.0,0.0085,4.268214936247723e-06,100467,2.1720550060272217
184.0,0.0085,4.018670309653916e-06,101016,2.1789982318878174
185.0,0.0086,3.7686703096539164e-06,101565,2.181079149246216
186.0,0.0081,3.5186703096539167e-06,102114,2.185015916824341
187.0,0.0086,3.2686703096539165e-06,102663,2.181861400604248
188.0,0.0084,3.0191256830601094e-06,103212,2.1801342964172363
189.0,0.008,2.7691256830601092e-06,103761,2.183361530303955
190.0,0.0084,2.5191256830601095e-06,104310,2.1842551231384277
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192.0,0.0081,2.0195810564663022e-06,105408,2.183709144592285
193.0,0.0083,1.7695810564663025e-06,105957,2.1799380779266357
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196.0,0.0076,1.0200364298724955e-06,107604,2.1802399158477783
197.0,0.0078,7.700364298724955e-07,108153,2.1813840866088867
198.0,0.0077,5.200364298724955e-07,108702,2.181152820587158
199.0,0.0076,2.7049180327868857e-07,109251,2.1806530952453613
200.0,0.0077,2.0491803278688526e-08,109800,2.180433988571167