epoch,loss,learning_rate,step,val_loss
1.0,2.4494,4.975182149362477e-05,549,2.0954771041870117
2.0,1.4258,4.950182149362477e-05,1098,1.7549272775650024
3.0,1.1583,4.925182149362477e-05,1647,1.6067835092544556
4.0,0.9935,4.9001821493624774e-05,2196,1.5270837545394897
5.0,0.8644,4.8751821493624774e-05,2745,1.4695332050323486
6.0,0.7555,4.8501821493624775e-05,3294,1.4601362943649292
7.0,0.6619,4.8251821493624776e-05,3843,1.437548279762268
8.0,0.5818,4.8001821493624777e-05,4392,1.4371886253356934
9.0,0.5165,4.775182149362478e-05,4941,1.4427580833435059
10.0,0.4566,4.750182149362478e-05,5490,1.4450420141220093
11.0,0.4023,4.725182149362478e-05,6039,1.4575724601745605
12.0,0.3636,4.700182149362477e-05,6588,1.475875735282898
13.0,0.3259,4.675182149362477e-05,7137,1.4888484477996826
14.0,0.2874,4.6501821493624774e-05,7686,1.5122894048690796
15.0,0.2595,4.6251821493624775e-05,8235,1.5360325574874878
16.0,0.2352,4.6001821493624775e-05,8784,1.561392903327942
17.0,0.2101,4.5751821493624776e-05,9333,1.56248140335083
18.0,0.1907,4.550182149362478e-05,9882,1.5778841972351074
19.0,0.1726,4.525227686703097e-05,10431,1.5814261436462402
20.0,0.1552,4.500227686703097e-05,10980,1.6102962493896484
21.0,0.1402,4.475227686703097e-05,11529,1.620983362197876
22.0,0.1252,4.4502276867030965e-05,12078,1.6402171850204468
23.0,0.1139,4.4252276867030966e-05,12627,1.670080542564392
24.0,0.1045,4.4002276867030966e-05,13176,1.6948291063308716
25.0,0.0945,4.375227686703097e-05,13725,1.691528081893921
26.0,0.0897,4.350227686703097e-05,14274,1.711612582206726
27.0,0.0818,4.325273224043716e-05,14823,1.7005047798156738
28.0,0.0744,4.300273224043716e-05,15372,1.7496923208236694
29.0,0.0702,4.275273224043716e-05,15921,1.746851921081543
30.0,0.0653,4.250273224043716e-05,16470,1.735932469367981
31.0,0.0615,4.2253187613843356e-05,17019,1.7848933935165405
32.0,0.0578,4.2003187613843356e-05,17568,1.775883436203003
33.0,0.0539,4.175318761384335e-05,18117,1.788182020187378
34.0,0.0522,4.150364298724955e-05,18666,1.8049975633621216
35.0,0.0479,4.1253642987249544e-05,19215,1.8225882053375244
36.0,0.0477,4.1003642987249544e-05,19764,1.8408197164535522
37.0,0.0429,4.0753642987249545e-05,20313,1.8445701599121094
38.0,0.0416,4.0503642987249546e-05,20862,1.8419314622879028
39.0,0.0395,4.0253642987249547e-05,21411,1.8622444868087769
40.0,0.0368,4.000364298724955e-05,21960,1.862325668334961
41.0,0.0366,3.975409836065574e-05,22509,1.8641716241836548
42.0,0.035,3.950409836065574e-05,23058,1.8851799964904785
43.0,0.0337,3.925409836065574e-05,23607,1.8941450119018555
44.0,0.0322,3.9004098360655735e-05,24156,1.8813174962997437
45.0,0.0308,3.8754098360655736e-05,24705,1.9172422885894775
46.0,0.0295,3.850409836065574e-05,25254,1.9085983037948608
47.0,0.0283,3.825409836065574e-05,25803,1.9149329662322998
48.0,0.0272,3.800409836065574e-05,26352,1.9356235265731812
49.0,0.0258,3.775409836065574e-05,26901,1.9268884658813477
50.0,0.025,3.750409836065574e-05,27450,1.9457461833953857
51.0,0.024,3.725455373406193e-05,27999,1.932987093925476
52.0,0.0238,3.700455373406193e-05,28548,1.9423162937164307
53.0,0.0223,3.6754553734061934e-05,29097,1.9658074378967285
54.0,0.0225,3.650455373406193e-05,29646,1.9658046960830688
55.0,0.0216,3.625500910746813e-05,30195,1.9702785015106201
56.0,0.0211,3.600500910746812e-05,30744,1.9965673685073853
57.0,0.0201,3.575546448087432e-05,31293,1.9673223495483398
58.0,0.0192,3.5505464480874315e-05,31842,1.9928317070007324
59.0,0.0184,3.5255464480874316e-05,32391,1.9860702753067017
60.0,0.0187,3.5005464480874316e-05,32940,1.9809552431106567
61.0,0.0174,3.475546448087432e-05,33489,2.0125560760498047
62.0,0.0173,3.450546448087432e-05,34038,2.017496109008789
63.0,0.0165,3.425546448087432e-05,34587,2.0185751914978027
64.0,0.0164,3.400546448087432e-05,35136,2.044071912765503
65.0,0.0152,3.375546448087431e-05,35685,2.026167869567871
66.0,0.016,3.350546448087432e-05,36234,2.042733669281006
67.0,0.0144,3.325546448087432e-05,36783,2.0489232540130615
68.0,0.0145,3.300591985428051e-05,37332,2.0416548252105713
69.0,0.0141,3.275591985428051e-05,37881,2.0511114597320557
70.0,0.014,3.2505919854280515e-05,38430,2.0760557651519775
71.0,0.0129,3.2255919854280516e-05,38979,2.0784904956817627
72.0,0.0136,3.20063752276867e-05,39528,2.0602378845214844
73.0,0.0133,3.17563752276867e-05,40077,2.0748491287231445
74.0,0.0116,3.1506375227686704e-05,40626,2.0940065383911133
75.0,0.0121,3.1256375227686704e-05,41175,2.094724178314209
76.0,0.0122,3.1006375227686705e-05,41724,2.0944807529449463
77.0,0.0121,3.0756375227686706e-05,42273,2.095271110534668
78.0,0.0115,3.0506830601092895e-05,42822,2.08251953125
79.0,0.0111,3.02568306010929e-05,43371,2.086134195327759
80.0,0.0107,3.00068306010929e-05,43920,2.08019757270813
81.0,0.0099,2.97568306010929e-05,44469,2.092085123062134
82.0,0.0105,2.9506830601092898e-05,45018,2.0873336791992188
83.0,0.0101,2.9257285974499087e-05,45567,2.086627960205078
84.0,0.0093,2.9007285974499095e-05,46116,2.107309103012085
85.0,0.0101,2.8757285974499092e-05,46665,2.1223559379577637
86.0,0.0095,2.8507285974499093e-05,47214,2.089431047439575
87.0,0.0091,2.8257285974499094e-05,47763,2.1169815063476562
88.0,0.0089,2.8007741347905286e-05,48312,2.1123318672180176
89.0,0.0088,2.7757741347905287e-05,48861,2.1217148303985596
90.0,0.0085,2.7507741347905284e-05,49410,2.1112725734710693
91.0,0.0086,2.7257741347905285e-05,49959,2.1270911693573
92.0,0.0081,2.7007741347905286e-05,50508,2.1082231998443604
93.0,0.0079,2.6757741347905287e-05,51057,2.154874324798584
94.0,0.0077,2.650819672131148e-05,51606,2.146556854248047
95.0,0.0079,2.625819672131148e-05,52155,2.1304373741149902
96.0,0.0076,2.6008196721311477e-05,52704,2.1258795261383057
97.0,0.0074,2.5758652094717674e-05,53253,2.1206603050231934
98.0,0.0072,2.550865209471767e-05,53802,2.1358284950256348
99.0,0.0071,2.5258652094717672e-05,54351,2.153982400894165
100.0,0.0068,2.5008652094717672e-05,54900,2.140054702758789
101.0,0.007,2.475865209471767e-05,55449,2.1542179584503174
102.0,0.0065,2.4508652094717667e-05,55998,2.167734384536743
103.0,0.0068,2.425865209471767e-05,56547,2.148364305496216
104.0,0.0066,2.4008652094717672e-05,57096,2.1677894592285156
105.0,0.0063,2.375865209471767e-05,57645,2.163579225540161
106.0,0.0064,2.350865209471767e-05,58194,2.145332098007202
107.0,0.0061,2.325865209471767e-05,58743,2.1720681190490723
108.0,0.0062,2.3009107468123863e-05,59292,2.1640331745147705
109.0,0.0061,2.2759107468123864e-05,59841,2.1735498905181885
110.0,0.0054,2.2509107468123865e-05,60390,2.177065134048462
111.0,0.0054,2.2259107468123862e-05,60939,2.197404623031616
112.0,0.0054,2.2009107468123863e-05,61488,2.165818929672241
113.0,0.0054,2.1759107468123863e-05,62037,2.173647880554199
114.0,0.0052,2.150910746812386e-05,62586,2.1718902587890625
115.0,0.0051,2.1259562841530057e-05,63135,2.1797454357147217
116.0,0.005,2.1009562841530058e-05,63684,2.1805570125579834
117.0,0.0051,2.0759562841530055e-05,64233,2.1515111923217773
118.0,0.0047,2.0509562841530056e-05,64782,2.168368101119995
119.0,0.0043,2.026001821493625e-05,65331,2.1859302520751953
120.0,0.0049,2.001001821493625e-05,65880,2.1785531044006348
121.0,0.0045,1.976001821493625e-05,66429,2.1859254837036133
122.0,0.0044,1.9510473588342443e-05,66978,2.184835433959961
123.0,0.0043,1.9260473588342444e-05,67527,2.1943655014038086
124.0,0.0039,1.901047358834244e-05,68076,2.1904802322387695
125.0,0.0042,1.876047358834244e-05,68625,2.2108449935913086
126.0,0.0046,1.8510928961748634e-05,69174,2.200235366821289
127.0,0.004,1.8260928961748635e-05,69723,2.2006804943084717
128.0,0.0042,1.8010928961748636e-05,70272,2.2301950454711914
129.0,0.0042,1.7760928961748637e-05,70821,2.190020799636841
130.0,0.0039,1.751138433515483e-05,71370,2.2179129123687744
131.0,0.0041,1.726138433515483e-05,71919,2.212954521179199
132.0,0.0041,1.701183970856102e-05,72468,2.215527296066284
133.0,0.0036,1.676183970856102e-05,73017,2.196537971496582
134.0,0.0036,1.651183970856102e-05,73566,2.204453945159912
135.0,0.0035,1.626183970856102e-05,74115,2.2086596488952637
136.0,0.0032,1.6011839708561022e-05,74664,2.201000690460205
137.0,0.0034,1.5761839708561023e-05,75213,2.213679075241089
138.0,0.0035,1.5512295081967212e-05,75762,2.2172794342041016
139.0,0.0036,1.5262295081967217e-05,76311,2.214524269104004
140.0,0.003,1.5012295081967216e-05,76860,2.2277321815490723
141.0,0.003,1.4762295081967215e-05,77409,2.2319772243499756
142.0,0.0029,1.4512295081967214e-05,77958,2.2400312423706055
143.0,0.0028,1.4262295081967214e-05,78507,2.2190325260162354
144.0,0.0031,1.4012295081967213e-05,79056,2.262091875076294
145.0,0.003,1.3762750455373408e-05,79605,2.247288465499878
146.0,0.0031,1.3513205828779599e-05,80154,2.2374095916748047
147.0,0.0028,1.3263205828779601e-05,80703,2.2276580333709717
148.0,0.0029,1.30132058287796e-05,81252,2.2223780155181885
149.0,0.0028,1.2763205828779601e-05,81801,2.214315891265869
150.0,0.0024,1.25132058287796e-05,82350,2.2338223457336426
151.0,0.0026,1.22632058287796e-05,82899,2.23645281791687
152.0,0.0026,1.20132058287796e-05,83448,2.222343683242798
153.0,0.0025,1.1763661202185793e-05,83997,2.2302849292755127
154.0,0.0027,1.1513661202185792e-05,84546,2.224785804748535
155.0,0.0023,1.1263661202185794e-05,85095,2.240022897720337
156.0,0.0025,1.1013661202185793e-05,85644,2.2433888912200928
157.0,0.0022,1.0764116575591986e-05,86193,2.239081621170044
158.0,0.0025,1.0514571948998179e-05,86742,2.2396388053894043
159.0,0.0022,1.026457194899818e-05,87291,2.239067792892456
160.0,0.0025,1.0014571948998178e-05,87840,2.234325647354126
161.0,0.0022,9.76457194899818e-06,88389,2.2340087890625
162.0,0.0021,9.514571948998178e-06,88938,2.247743606567383
163.0,0.0024,9.264571948998179e-06,89487,2.2618660926818848
164.0,0.0019,9.01457194899818e-06,90036,2.2613401412963867
165.0,0.002,8.764571948998179e-06,90585,2.244873046875
166.0,0.0022,8.515482695810565e-06,91134,2.2529022693634033
167.0,0.0019,8.265482695810566e-06,91683,2.2479970455169678
168.0,0.0018,8.015482695810565e-06,92232,2.2569844722747803
169.0,0.0018,7.765482695810566e-06,92781,2.259834051132202
170.0,0.0018,7.515482695810565e-06,93330,2.247108221054077
171.0,0.002,7.2654826958105645e-06,93879,2.249920606613159
172.0,0.0019,7.015482695810564e-06,94428,2.2505598068237305
173.0,0.0019,6.765482695810565e-06,94977,2.249471426010132
174.0,0.0017,6.515938069216758e-06,95526,2.2654078006744385
175.0,0.0016,6.265938069216758e-06,96075,2.260380983352661
176.0,0.0017,6.0159380692167585e-06,96624,2.2501189708709717
177.0,0.0015,5.765938069216758e-06,97173,2.26141357421875
178.0,0.0016,5.515938069216757e-06,97722,2.2504615783691406
179.0,0.0016,5.266848816029144e-06,98271,2.260136604309082
180.0,0.0017,5.016848816029144e-06,98820,2.2558250427246094
181.0,0.0016,4.766848816029145e-06,99369,2.249387264251709
182.0,0.0015,4.5168488160291444e-06,99918,2.2424964904785156
183.0,0.0017,4.266848816029144e-06,100467,2.2399652004241943
184.0,0.0015,4.017304189435337e-06,101016,2.239241361618042
185.0,0.0014,3.767304189435337e-06,101565,2.245450496673584
186.0,0.0013,3.5173041894353373e-06,102114,2.248164415359497
187.0,0.0016,3.267304189435337e-06,102663,2.2495579719543457
188.0,0.0014,3.017304189435337e-06,103212,2.2520627975463867
189.0,0.0014,2.767304189435337e-06,103761,2.2488834857940674
190.0,0.0015,2.517304189435337e-06,104310,2.2534141540527344
191.0,0.0014,2.2677595628415304e-06,104859,2.2544801235198975
192.0,0.0013,2.0177595628415302e-06,105408,2.247267484664917
193.0,0.0013,1.76775956284153e-06,105957,2.2495226860046387
194.0,0.0014,1.5177595628415302e-06,106506,2.2492012977600098
195.0,0.0013,1.2682149362477232e-06,107055,2.250300407409668
196.0,0.0013,1.0182149362477233e-06,107604,2.2474474906921387
197.0,0.0014,7.682149362477232e-07,108153,2.2486894130706787
198.0,0.0012,5.186703096539162e-07,108702,2.2480573654174805
199.0,0.0012,2.686703096539162e-07,109251,2.248467445373535
200.0,0.0012,1.8670309653916212e-08,109800,2.2479054927825928