epoch,step,loss,val_loss
0,437,0.3275691568851471,0.0151619734242558
1,875,0.0069000669755041,0.0097686760127544
2,1313,0.0047995042987167,0.0082101579755544
3,1751,0.003936362452805,0.0073109534569084
4,2189,0.0035786882508546,0.0070431008934974
5,2627,0.0033906660974025,0.007909563370049
6,3065,0.0033718445338308,0.0068806395865976
7,3503,0.003349001519382,0.0069706407375633
8,3941,0.0032458843197673,0.0073541700839996
9,4379,0.0033673078287392,0.0072758235037326
10,4817,0.0032369848340749,0.0075216540135443
11,5255,0.0034553844016045,0.0079758558422327
12,5693,0.0033766436390578,0.0079020010307431
13,6131,0.0034458830486983,0.0080107264220714
14,6569,0.0034331071656197,0.0088416989892721
15,7007,0.0034794330131262,0.0081096580252051
16,7445,0.0031433969270437,0.009351223707199
17,7883,0.0033442566636949,0.0086865574121475
18,8321,0.0032645361497998,0.0084518976509571
19,8759,0.0033287960104644,0.0085909897461533
20,9197,0.0030914966482669,0.0081618586555123
21,9635,0.0031773881055414,0.0086514856666326
22,10073,0.0030605033971369,0.0088560944423079
23,10511,0.0031292508356273,0.0091081103309988
24,10949,0.0028326674364507,0.0085768783465027
25,11387,0.0030903902370482,0.0081626698374748
26,11825,0.0032154202926903,0.008209497667849
27,12263,0.0028086728416383,0.0083184707909822
28,12701,0.0028735450468957,0.0082918107509613
29,13139,0.0028010108508169,0.0082849590107798
30,13577,0.0028113718144595,0.0083640441298484
31,14015,0.0028955552261322,0.008486783131957
32,14453,0.0028294057119637,0.008417222648859
33,14891,0.0026809077244251,0.0083588110283017
34,15329,0.0028691084589809,0.0085945716127753
35,15767,0.0027594200801104,0.0090713575482368
36,16205,0.0026690529193729,0.0085649974644184
37,16643,0.0027252063155174,0.0084106475114822
38,17081,0.0026713542174547,0.0086142532527446
39,17519,0.0026684366166591,0.0082832546904683
40,17957,0.0026752520352602,0.0083682248368859
41,18395,0.0026515095960348,0.0082100545987486
42,18833,0.0025942223146557,0.0079645020887255
43,19271,0.0026021024677902,0.0089521892368793
44,19709,0.0028476302977651,0.0081126596778631
45,20147,0.0024267130065709,0.00798693113029
46,20585,0.0026109800674021,0.0086179263889789
47,21023,0.0026119991671293,0.0081222066655755
48,21461,0.0025068731047213,0.0082182614132761
49,21899,0.0024957975838333,0.0080287409946322
50,22337,0.002500896109268,0.0082701966166496
51,22775,0.0025679180398583,0.0082046696916222
52,23213,0.0024945237673819,0.0079650217667222
53,23651,0.0024907246697694,0.0079492265358567
54,24089,0.0023895713966339,0.0079679377377033
55,24527,0.0024683906231075,0.0080668199807405
56,24965,0.0024953542742878,0.0082432674244046
57,25403,0.0023104513529688,0.0078934524208307
58,25841,0.0024739347863942,0.0080635799095034
59,26279,0.0024042127188295,0.0086354939267039
60,26717,0.0023641081061214,0.0084165586158633
61,27155,0.0024753874167799,0.0080134579911828
62,27593,0.0023677682038396,0.0080403955653309
63,28031,0.0024113443214446,0.0084269773215055
64,28469,0.0023086087312549,0.0082330303266644
65,28907,0.0022886069491505,0.0083924867212772
66,29345,0.00230477261357,0.0083601800724864
67,29783,0.002301180968061,0.0081703448668122
68,30221,0.0023519399110227,0.0082092490047216
69,30659,0.0022730128839612,0.0086891511455178
70,31097,0.002228396711871,0.0081984549760818
71,31535,0.0021855188533663,0.0081855803728103
72,31973,0.0022200664971023,0.0090912571176886
73,32411,0.0022015552967786,0.0089272325858473
74,32849,0.0022044675424695,0.0083676632493734
75,33287,0.002200610935688,0.0084742279723286
76,33725,0.0021706260740756,0.0083279125392436
77,34163,0.0021495833061635,0.0082987267524003
78,34601,0.0020921418908983,0.0084610376507043
79,35039,0.0021107110660523,0.0086719486862421
80,35477,0.0021062304731458,0.0085369786247611
81,35915,0.0021156526636332,0.0093772001564502
82,36353,0.0020959496032446,0.0084993336349725
83,36791,0.0020058737136423,0.0086309472098946
84,37229,0.0020492810290306,0.0084484135732054
85,37667,0.0019976312760263,0.0083516743034124
86,38105,0.0020824768580496,0.0104063786566257
87,38543,0.0020799087360501,0.0086707463487982
88,38981,0.0018954093102365,0.0087870890274643
89,39419,0.0019408713560551,0.0089036123827099
90,39857,0.0019041114719584,0.0088797155767679
91,40295,0.0019051590934395,0.008216617628932
92,40733,0.0018630824051797,0.008763475343585
93,41171,0.0018215137533843,0.0087414337322115
94,41609,0.0018302571261301,0.0088008912280201
95,42047,0.0017312336713075,0.0087696220725774
96,42485,0.0017599388957023,0.0088324313983321
97,42923,0.0017506431322544,0.0087742758914828
98,43361,0.0016909490805119,0.0086996722966432
99,43799,0.0016768492059782,0.0086701177060604
100,44237,0.0017073624767363,0.0086406357586383
101,44675,0.0016503828810527,0.0084124039858579
102,45113,0.0016380511224269,0.0089164786040782
103,45551,0.0015063839964568,0.0090427380055189
104,45989,0.001506864791736,0.0085775833576917
105,46427,0.0015266704140231,0.0087152086198329
106,46865,0.0015980462776497,0.0091101415455341
107,47303,0.0014815091853961,0.0087154516950249
108,47741,0.0013951197033748,0.0092852376401424
109,48179,0.0013485654490068,0.009046814404428
110,48617,0.0013446665834635,0.0090032145380973
111,49055,0.0012976755388081,0.0087963109835982
112,49493,0.00137007702142,0.0087319696322083
113,49931,0.0013294927775859,0.0090472530573606
114,50369,0.0012367578456178,0.0088902721181511
115,50807,0.0011777359759435,0.0090289078652858
116,51245,0.0012009721249341,0.0089260833337903
117,51683,0.0011559610720723,0.0087169408798217
118,52121,0.0011718625901266,0.0087513690814375
119,52559,0.001094241742976,0.0084630912169814
120,52997,0.0010805921629071,0.0085102226585149
121,53435,0.0010414625285193,0.0084171332418918
122,53873,0.0010371268726885,0.0085238087922334
123,54311,0.0009938917355611,0.0086999582126736
124,54749,0.0010208680760115,0.008521101437509
125,55187,0.0009757498046383,0.0089364657178521
126,55625,0.0009392466163262,0.0088101457804441
127,56063,0.0009233934688381,0.0086376955732703
128,56501,0.0009249520371668,0.0084820259362459
129,56939,0.0008650204981677,0.0084607396274805
130,57377,0.0007682010182179,0.0095672914758324
131,57815,0.0008029338205233,0.0085925450548529
132,58253,0.0008072520140558,0.0085246320813894
133,58691,0.0008325299131684,0.008374904282391
134,59129,0.000721818767488,0.0084508815780282
135,59567,0.0007370340172201,0.00852822791785
136,60005,0.000703063502442,0.0085272304713726
137,60443,0.0006705803680233,0.0087716886773705
138,60881,0.0006804494769312,0.0084367115050554
139,61319,0.000636453856714,0.0084503786638379
140,61757,0.000614934717305,0.0084304399788379
141,62195,0.0005964204901829,0.0083089619874954
142,62633,0.0005956548266112,0.008134277537465
143,63071,0.0006035208934918,0.0082558849826455
144,63509,0.0006142170168459,0.0080835586413741
145,63947,0.0005331105203367,0.0081213880330324
146,64385,0.0005202635657042,0.0081709390506148
147,64823,0.0005403192481026,0.0080137932673096
148,65261,0.000505585281644,0.0082390699535608
149,65699,0.0005662941257469,0.0080948276445269
150,66137,0.0004932662122882,0.008059550076723
151,66575,0.0004517436027526,0.0080371331423521
152,67013,0.0004398942110128,0.0082022240385413
153,67451,0.0004223299329169,0.0080971866846084
154,67889,0.0004343023756518,0.0079483492299914
155,68327,0.0003855244722217,0.0079746777191758
156,68765,0.000404537160648,0.0079940529540181
157,69203,0.0004006979870609,0.0076806591823697
158,69641,0.0003688065335154,0.0082105016335845
159,70079,0.0003940366441383,0.007620486896485
160,70517,0.0003645338292699,0.0077350982464849
161,70955,0.0003750134492293,0.0077934609726071
162,71393,0.0003447282651904,0.0076282075606286
163,71831,0.0003677945642266,0.0077560283243656
164,72269,0.000315901270369,0.0075302198529243
165,72707,0.000309913943056,0.0076222633942961
166,73145,0.0002868623996619,0.0075225695036351
167,73583,0.0002796842891257,0.0077297938987612
168,74021,0.0003298730298411,0.0072426572442054
169,74459,0.0002929599722847,0.0074123796075582
170,74897,0.0002839919470716,0.0073514454998075
171,75335,0.0002776244073174,0.0075211776420474
172,75773,0.0002582678862381,0.0073060486465692
173,76211,0.0002298568579135,0.007205887697637
174,76649,0.0002258256572531,0.0073672351427376
175,77087,0.0002297254977747,0.0072398954071104
176,77525,0.0002449070452712,0.0073286071419715
177,77963,0.0002524655719753,0.0071937036700546
178,78401,0.0002183215110562,0.0072155171073973
179,78839,0.0002247792435809,0.0071537806652486
180,79277,0.0001886376412585,0.0072155869565904
181,79715,0.0002064382861135,0.0071843988262116
182,80153,0.0001918073539854,0.0072552249766886
183,80591,0.0001795768766896,0.0072215888649225
184,81029,0.000207021497772,0.0071472274139523
185,81467,0.0001958120410563,0.0071896943263709
186,81905,0.0001942592934938,0.0073110042139887
187,82343,0.0001920092472573,0.0068492824211716
188,82781,0.0001906686229631,0.0069820927456021
189,83219,0.0001807156222639,0.0068817571736872
190,83657,0.0001646908494876,0.006823631003499
191,84095,0.0001585304562468,0.0068852878175675
192,84533,0.0001713467645458,0.0069418093189597
193,84971,0.0001643495634198,0.0068956245668232
194,85409,0.0001372963160974,0.00681615434587
195,85847,0.0001569739979458,0.0068964357487857
196,86285,0.0001362751208944,0.0068729445338249
197,86723,0.0001343350159004,0.006943963933736
198,87161,0.0001372653350699,0.0067480308935046
199,87599,0.0001572637120261,0.0066954982466995
200,88037,0.0001557619252707,0.007050993386656
201,88475,0.0001252101646969,0.0066632525995373
202,88913,0.0001461415522499,0.0066454848274588
203,89351,0.0001270113425562,0.0068407794460654
204,89789,0.0001166917936643,0.0067428611218929
205,90227,0.0001322257739957,0.006613424513489
206,90665,0.0001366274809697,0.0065511628054082
207,91103,0.0001333983964286,0.0066159204579889
208,91541,0.0001066339682438,0.0065463604405522
209,91979,0.000138074188726,0.0065087587572634
210,92417,0.0001047524347086,0.0065813767723739
211,92855,8.661314495839179e-05,0.0066054635681211
212,93293,0.0001108289870899,0.0065030469559133
213,93731,0.000109323162178,0.0064464211463928
214,94169,8.801259536994621e-05,0.0064460062421858
215,94607,9.623088408261538e-05,0.0064387368038296
216,95045,9.960735042113812e-05,0.0064053032547235
217,95483,0.0001220902049681,0.0064440914429724
218,95921,0.000109156659164,0.0064268759451806
219,96359,0.0001094721374101,0.0063244141638278
220,96797,9.239021164830774e-05,0.006415179464966
221,97235,8.174715185305104e-05,0.0063372459262609
222,97673,8.333561709150672e-05,0.0063758683390915
223,98111,7.482801447622478e-05,0.0064225411042571
224,98549,9.77062591118738e-05,0.0063510695472359
225,98987,0.0001075283944373,0.0063235810957849
226,99425,0.0001368642406305,0.0063413577154278
227,99863,0.0001025063902488,0.0063272360712289
228,100301,7.491742144338787e-05,0.0062288134358823
229,100739,6.600027700187638e-05,0.0062897470779716
230,101177,6.519074668176472e-05,0.0062268027104437
231,101615,7.890200504334643e-05,0.0063347155228257
232,102053,0.0001084281902876,0.006269983947277
233,102491,6.620898057008162e-05,0.0062527987174689
234,102929,7.145971903810278e-05,0.0061800871044397
235,103367,7.644686411367729e-05,0.0060252547264099
236,103805,0.0001043549345922,0.0063071204349398
237,104243,8.781020733295009e-05,0.0061322883702814
238,104681,6.670305447187275e-05,0.0061349235475063
239,105119,5.458245504996739e-05,0.0061305570416152
240,105557,5.794570461148396e-05,0.0062000686302781
241,105995,6.597850006073713e-05,0.0060975290834903
242,106433,7.11826651240699e-05,0.0061799809336662
243,106871,7.624908175785094e-05,0.0060990913771092
244,107309,6.564058276126161e-05,0.0061461171135306
245,107747,6.129480607341975e-05,0.0060505880974233
246,108185,7.123313844203949e-05,0.0061578941531479
247,108623,7.736869883956388e-05,0.0060413512401282
248,109061,6.179153569974005e-05,0.0060703405179083
249,109499,6.155894516268745e-05,0.0060304263606667
250,109937,5.920776675338857e-05,0.006081432569772
251,110375,7.075094617903233e-05,0.0060788514092564
252,110813,5.698196036973968e-05,0.0060545955784618
253,111251,4.943295061821118e-05,0.0060252612456679
254,111689,5.0424394430592656e-05,0.0060258759185671
255,112127,5.361334842746146e-05,0.0060342107899487
256,112565,6.18433186900802e-05,0.0060687223449349
257,113003,6.187595863593742e-05,0.0060535236261785
258,113441,6.151941488496959e-05,0.0060427510179579
259,113879,5.016061550122686e-05,0.0059006493538618
260,114317,5.505810986505821e-05,0.0059815924614667
261,114755,6.229394784895703e-05,0.0060704671777784
262,115193,5.648610749631189e-05,0.0059479749761521
263,115631,6.778088572900742e-05,0.0061073149554431
264,116069,6.696132913930342e-05,0.005927437916398
265,116507,5.462773333420046e-05,0.0060052606277167
266,116945,4.716912735602818e-05,0.0059101050719618
267,117383,3.937115252483636e-05,0.0060206181369721
268,117821,4.195622750557959e-05,0.0059971269220113
269,118259,4.980818266631104e-05,0.0059955311007797
270,118697,7.398670277325436e-05,0.0058056558482348
271,119135,4.97276741953101e-05,0.0059486492536962
272,119573,3.627212208812125e-05,0.0059792571701109
273,120011,4.264633389539085e-05,0.0059635625220835
274,120449,3.5304456105222926e-05,0.0058972067199647
275,120887,3.65589621651452e-05,0.0058407308533787
276,121325,5.332548607839272e-05,0.0059012714773416
277,121763,4.562304457067512e-05,0.0058548818342387
278,122201,4.137789073865861e-05,0.0058286557905375
279,122639,4.82487230328843e-05,0.0059519847854971
280,123077,7.599542732350528e-05,0.0058457436971366
281,123515,5.147900083102286e-05,0.0057831946760416
282,123953,6.413758819689974e-05,0.0058260327205061
283,124391,4.443396028364077e-05,0.0058325249701738
284,124829,3.17589110636618e-05,0.0058069503866136
285,125267,3.308354280306958e-05,0.0058168265968561
286,125705,5.011515168007463e-05,0.0057905688881874
287,126143,6.384082371369004e-05,0.0058071161620318
288,126581,4.2179533920716494e-05,0.0058349166065454
289,127019,4.012657154817134e-05,0.0057864850386977
290,127457,3.679181463667192e-05,0.005732006393373
291,127895,4.644531873054802e-05,0.0057507371529936
292,128333,3.921955067198724e-05,0.0058303442783653
293,128771,3.530351023073308e-05,0.0057632927782833
294,129209,3.031363485206384e-05,0.0057349847629666
295,129647,3.525133433868177e-05,0.0058080204762518
296,130085,4.545315823634155e-05,0.0057410756126046
297,130523,4.9559334001969546e-05,0.0057624140754342
298,130961,4.865527807851322e-05,0.0056931693106889
299,131399,3.9116839616326615e-05,0.0057268775999546
300,131837,3.634395761764608e-05,0.005757575854659
301,132275,2.9763425118289888e-05,0.0057525867596268
302,132713,2.977259282488376e-05,0.005738188046962
303,133151,3.992860001744703e-05,0.005694372113794
304,133589,3.745444701053202e-05,0.0056644976139068
305,134027,4.589026139001362e-05,0.005655079614371
306,134465,4.012990757473745e-05,0.0057694632560014
307,134903,3.173251752741635e-05,0.0058845444582402
308,135341,3.0022669307072647e-05,0.0056891245767474
309,135779,3.107522934442386e-05,0.0057306205853819
310,136217,5.0191414629807696e-05,0.0056613022461533
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