epoch,step,loss,val_loss
0,127,17.91223907470703,12.431585311889648
1,255,13.926974296569824,8.372116088867188
2,383,8.174031257629395,3.209246158599853
3,511,3.461243152618408,3.8891501426696777
4,639,2.784198045730591,4.0887861251831055
5,767,2.7481768131256104,3.981451988220215
6,895,2.654379844665528,4.03590202331543
7,1023,2.5708298683166504,3.7767958641052246
8,1151,2.479083776473999,3.669198036193848
9,1279,2.44412899017334,3.806661605834961
10,1407,2.4187233448028564,3.7052078247070312
11,1535,2.3948237895965576,3.660568952560425
12,1663,2.299450397491455,3.2955527305603027
13,1791,2.265789270401001,3.2385811805725098
14,1919,2.2469635009765625,3.173280477523804
15,2047,2.1488711833953857,3.0007615089416504
16,2175,2.1301043033599854,2.933910846710205
17,2303,2.1011171340942383,3.073211908340454
18,2431,2.03491473197937,2.932415246963501
19,2559,1.997605800628662,2.7546041011810303
20,2687,1.939252853393555,2.7922186851501465
21,2815,1.9227063655853271,2.744677782058716
22,2943,1.881863713264465,2.761516094207764
23,3071,1.881014108657837,2.509538173675537
24,3199,1.847143054008484,2.5560946464538574
25,3327,1.794636368751526,2.448593616485596
26,3455,1.7723009586334229,2.4672255516052246
27,3583,1.79708993434906,2.3558077812194824
28,3711,1.747159481048584,2.3647353649139404
29,3839,1.7453882694244385,2.253164529800415
30,3967,1.7503379583358765,2.179877996444702
31,4095,1.6580545902252195,2.2300848960876465
32,4223,1.6432408094406128,2.1285359859466557
33,4351,1.6258653402328491,2.074230194091797
34,4479,1.6327749490737915,2.0694403648376465
35,4607,1.60693621635437,2.0415520668029785
36,4735,1.6112957000732422,2.0264811515808105
37,4863,1.5802178382873535,2.0105531215667725
38,4991,1.5902997255325315,2.0242316722869877
39,5119,1.5500175952911377,1.966305494308472
40,5247,1.5697786808013916,1.9376814365386963
41,5375,1.5198830366134644,1.907758355140686
42,5503,1.4993659257888794,1.927018523216248
43,5631,1.5118670463562012,1.856200218200684
44,5759,1.4905080795288086,1.8210736513137815
45,5887,1.4902077913284302,1.8916503190994265
46,6015,1.4513177871704102,1.81637704372406
47,6143,1.4708962440490725,1.8172602653503416
48,6271,1.4596185684204102,1.802132606506348
49,6399,1.4176840782165527,1.7790757417678833
50,6527,1.4281306266784668,1.7206493616104126
51,6655,1.4270673990249634,1.7560783624649048
52,6783,1.4394447803497314,1.7040655612945557
53,6911,1.4034638404846191,1.7309527397155762
54,7039,1.40483295917511,1.7023017406463623
55,7167,1.3631163835525513,1.7358707189559937
56,7295,1.3896152973175049,1.6800591945648191
57,7423,1.37091064453125,1.6647189855575562
58,7551,1.3768924474716189,1.6478997468948364
59,7679,1.340441346168518,1.653356432914734
60,7807,1.3723574876785278,1.634586215019226
61,7935,1.3403034210205078,1.6478482484817505
62,8063,1.3523917198181152,1.6230475902557373
63,8191,1.3297511339187622,1.594255805015564
64,8319,1.2985717058181765,1.5928646326065063
65,8447,1.3131932020187378,1.549423336982727
66,8575,1.3332098722457886,1.5694855451583862
67,8703,1.2909550666809082,1.5657844543457031
68,8831,1.2696963548660278,1.5488475561141968
69,8959,1.303866267204285,1.5452682971954346
70,9087,1.2834193706512451,1.5403475761413574
71,9215,1.2572786808013916,1.527146339416504
72,9343,1.2585996389389038,1.5312669277191162
73,9471,1.223919153213501,1.5216729640960691
74,9599,1.2396018505096436,1.4855910539627075
75,9727,1.2778648138046265,1.502033233642578
76,9855,1.2427680492401123,1.4866081476211548
77,9983,1.246779203414917,1.4464935064315796
78,10111,1.235846757888794,1.4557098150253296
79,10239,1.213680624961853,1.4519957304000854
80,10367,1.2222751379013062,1.427059292793274
81,10495,1.1897627115249634,1.4124878644943235
82,10623,1.184863567352295,1.4454116821289062
83,10751,1.2138248682022097,1.448366403579712
84,10879,1.2015337944030762,1.4014058113098145
85,11007,1.195084810256958,1.3921223878860474
86,11135,1.2096937894821167,1.361461520195007
87,11263,1.178775429725647,1.380154013633728
88,11391,1.1762657165527344,1.3461111783981323
89,11519,1.1627033948898315,1.3913863897323608
90,11647,1.168370485305786,1.3405463695526123
91,11775,1.172136306762695,1.3183262348175049
92,11903,1.1392852067947388,1.3317288160324097
93,12031,1.1425050497055054,1.3143715858459473
94,12159,1.1075494289398191,1.2842098474502563
95,12287,1.149583101272583,1.3113889694213867
96,12415,1.1653343439102173,1.2785208225250244
97,12543,1.1379765272140503,1.2810707092285156
98,12671,1.1014119386672974,1.2403022050857544
99,12799,1.1109663248062134,1.22914457321167
100,12927,1.0974056720733645,1.2425800561904907
101,13055,1.094267725944519,1.1967123746871948
102,13183,1.0975273847579956,1.2317944765090942
103,13311,1.103851079940796,1.179956555366516
104,13439,1.0549150705337524,1.1861170530319214
105,13567,1.0787010192871094,1.1568139791488647
106,13695,1.0514822006225586,1.189583659172058
107,13823,1.040087103843689,1.1496105194091797
108,13951,1.0540891885757446,1.1486310958862305
109,14079,1.039202094078064,1.1341413259506226
110,14207,1.043644905090332,1.136700987815857
111,14335,1.0387580394744873,1.1137378215789795
112,14463,1.016579508781433,1.1104546785354614
113,14591,1.0015065670013428,1.1069958209991455
114,14719,1.015137791633606,1.0994435548782349
115,14847,1.000301480293274,1.0809708833694458
116,14975,1.0190471410751345,1.0792912244796753
117,15103,1.0033066272735596,1.122310757637024
118,15231,1.003556251525879,1.1103007793426514
119,15359,0.9822435975074768,1.070698618888855
120,15487,1.0002667903900146,1.0885792970657349
121,15615,0.9817489385604858,1.080964207649231
122,15743,0.9828115105628968,1.071703314781189
123,15871,0.9759008884429932,1.0798949003219604
124,15999,0.9656745195388794,1.068454384803772
125,16127,0.9920210838317872,1.0983917713165283
126,16255,0.963796615600586,1.07945454120636
127,16383,0.9743019342422484,1.0518707036972046
128,16511,0.9179879426956176,1.07658588886261
129,16639,0.9302002787590028,1.083728909492493
130,16767,0.9659097194671632,1.073167085647583
131,16895,0.9228397011756896,1.0798629522323608
132,17023,0.9421860575675964,1.0679426193237305
133,17151,0.914472222328186,1.060766100883484
134,17279,0.9312809705734252,1.0722147226333618
135,17407,0.9413118958473206,1.059135913848877
136,17535,0.9609757661819458,1.0541690587997437
137,17663,0.9293731451034546,1.0688225030899048
138,17791,0.9234684705734252,1.0929337739944458
139,17919,0.9174957275390624,1.052147388458252
140,18047,0.9183628559112548,1.0498135089874268
141,18175,0.930069863796234,1.0871846675872805
142,18303,0.9123045206069946,1.0804109573364258
143,18431,0.8959596753120422,1.054072380065918
144,18559,0.93128764629364,1.054510235786438
145,18687,0.8896656036376953,1.0549213886260986
146,18815,0.896446704864502,1.060133457183838
147,18943,0.8783907294273376,1.0564453601837158
148,19071,0.8817837834358215,1.053136944770813
149,19199,0.8904708623886108,1.0545434951782229
150,19327,0.8912582993507385,1.043551683425903
151,19455,0.8648519515991211,1.045474648475647
152,19583,0.8901055455207825,1.0301417112350464
153,19711,0.8624072074890137,1.0720783472061155
154,19839,0.8770161867141724,1.0556998252868652
155,19967,0.8826481103897095,1.0350544452667236
156,20095,0.9003820419311523,1.0393803119659424
157,20223,0.8569507598876953,1.0495519638061523
158,20351,0.8702521324157715,1.0578854084014893
159,20479,0.8730629682540894,1.055169939994812
160,20607,0.8496887683868408,1.033057451248169
161,20735,0.884693443775177,1.0511915683746338
162,20863,0.8828208446502686,1.0394699573516846
163,20991,0.8560836911201477,1.0351719856262207
164,21119,0.8663794994354248,1.045986890792847
165,21247,0.8505430817604065,1.0355890989303589
166,21375,0.8478295207023621,1.0413271188735962
167,21503,0.8426724672317505,1.0386099815368652
168,21631,0.8544715642929077,1.0572456121444702
169,21759,0.8355593085289001,1.0347979068756104
170,21887,0.8450589776039124,1.0457149744033811
171,22015,0.8358747959136963,1.057064175605774
172,22143,0.8572165966033936,1.034934163093567
173,22271,0.7948195934295654,1.0211801528930664
174,22399,0.816964328289032,1.0482741594314575
175,22527,0.8131558299064636,1.0204567909240725
176,22655,0.8205888867378235,1.0383024215698242
177,22783,0.8499996662139893,1.032849669456482
178,22911,0.8279281854629517,1.016301155090332
179,23039,0.8074844479560852,1.041355013847351
180,23167,0.7848036885261536,1.0350273847579956
181,23295,0.8183622360229492,1.02984619140625
182,23423,0.790213942527771,1.0237932205200195
183,23551,0.8016002178192139,1.0287598371505735
184,23679,0.8229123950004578,1.0348716974258425
185,23807,0.8106513023376465,1.0254278182983398
186,23935,0.8028298020362854,1.0489890575408936
187,24063,0.8027201294898987,1.030843734741211
188,24191,0.8002683520317078,1.02061128616333
189,24319,0.7837984561920166,1.0253909826278689
190,24447,0.8020554184913635,1.032191276550293
191,24575,0.8161601424217224,1.0377743244171145
192,24703,0.8081049919128418,1.0255670547485352
193,24831,0.8178615570068359,1.0385860204696655
194,24959,0.7992562055587769,1.0667306184768677
195,25087,0.7942480444908142,1.0217331647872925
196,25215,0.7924754023551941,1.036484718322754
197,25343,0.7902866005897522,1.03219735622406
198,25471,0.793412983417511,1.0165904760360718
199,25599,0.7839894890785217,1.031693458557129
200,25727,0.7960686087608337,1.0420324802398682
201,25855,0.773822546005249,1.0357131958007812
202,25983,0.800086259841919,1.0290274620056152
203,26111,0.780560314655304,1.0239068269729614
204,26239,0.7499228119850159,1.0299118757247925
205,26367,0.7678865790367126,1.0201513767242432
206,26495,0.7680774927139282,1.0356703996658323
207,26623,0.7741485834121704,1.020788073539734
208,26751,0.7762165665626526,1.0226634740829468
209,26879,0.7609103322029114,1.0223171710968018
210,27007,0.773227334022522,1.0335683822631836
211,27135,0.7480518817901611,1.0196014642715454
212,27263,0.7575717568397522,1.0195214748382568
213,27391,0.7549411058425903,1.0246261358261108
214,27519,0.7424099445343018,1.0306673049926758
215,27647,0.7461643218994141,1.010483741760254
216,27775,0.7857763767242432,1.0131264925003052
217,27903,0.7546322345733643,1.0317389965057373
218,28031,0.7664504051208496,1.0209027528762815
219,28159,0.7828039526939392,1.0257012844085691
220,28287,0.7412835359573364,1.02811598777771
221,28415,0.7353518605232239,1.021480917930603
222,28543,0.7623642683029175,1.0004189014434814
223,28671,0.7675759792327881,1.0105117559432983
224,28799,0.7426990270614624,1.0033674240112305
225,28927,0.7398205995559692,1.02711284160614
226,29055,0.7482015490531921,1.0138319730758667
227,29183,0.7452884316444397,1.0533369779586792
228,29311,0.7372561693191528,1.0352011919021606
229,29439,0.7566608190536499,1.0117567777633667
230,29567,0.7486701607704163,1.0123060941696167
231,29695,0.7373188138008118,0.9978252649307252
232,29823,0.7406054139137268,1.013807773590088
233,29951,0.7491856813430786,1.0352767705917358
234,30079,0.7279374599456787,1.0129681825637815
235,30207,0.7300490140914917,1.0186026096343994
236,30335,0.7326945662498474,0.9980677962303162
237,30463,0.7439293265342712,1.0228382349014282
238,30591,0.7259578704833984,1.0175286531448364
239,30719,0.750898540019989,1.009641408920288
240,30847,0.721714973449707,1.0348049402236938
241,30975,0.7002317309379578,1.0185673236846924
242,31103,0.7035685181617737,1.009205937385559
243,31231,0.7052822113037109,1.0402755737304688
244,31359,0.7103857398033142,1.017091155052185
245,31487,0.7328251600265503,1.018959403038025
246,31615,0.7134784460067749,1.0315531492233276
247,31743,0.7092424035072327,1.0149177312850952
248,31871,0.7081005573272705,1.022902488708496
249,31999,0.7161872386932373,1.0225380659103394
250,32127,0.7123342752456665,1.015855312347412
251,32255,0.7184692025184631,1.0305660963058472
252,32383,0.7335562705993652,1.0240899324417114
253,32511,0.7126330733299255,1.0121994018554688
254,32639,0.7247084379196167,1.024388313293457
255,32767,0.7099320292472839,1.0124809741973877
256,32895,0.7271789908409119,1.043951153755188
257,33023,0.7241433262825012,1.0072742700576782
258,33151,0.7173372507095337,1.003063678741455
259,33279,0.6957374811172485,1.0199486017227173
260,33407,0.6912249326705933,0.9978185892105104
261,33535,0.7101342678070068,1.026995062828064
262,33663,0.7123221755027771,1.0364160537719729
263,33791,0.7102149128913879,1.0082614421844482
264,33919,0.7114136815071106,1.0197757482528689
265,34047,0.6989697813987732,1.0177323818206787
266,34175,0.7224873304367065,1.0145623683929443
267,34303,0.6904337406158447,0.9907572269439696
268,34431,0.7204766273498535,1.0095170736312866
269,34559,0.6994016766548157,1.0244945287704468
270,34687,0.6962354779243469,1.0341137647628784
271,34815,0.6998347043991089,1.021419644355774
272,34943,0.6991963982582092,1.0124900341033936
273,35071,0.7226841449737549,1.009937405586243
274,35199,0.6748859286308289,0.9936738014221193
275,35327,0.7124438881874084,1.0220738649368286
276,35455,0.6844689846038818,1.0080389976501465
277,35583,0.6991694569587708,1.0161391496658323
278,35711,0.6999191045761108,0.996721625328064
279,35839,0.7041417360305786,1.017162203788757
280,35967,0.6930027604103088,1.024076223373413
281,36095,0.6759740114212036,1.001127004623413
282,36223,0.6811989545822144,1.0212424993515017
283,36351,0.6660853028297424,1.0203628540039062
284,36479,0.7045015692710876,1.025747537612915
285,36607,0.6929771304130554,1.0132797956466677
286,36735,0.697377622127533,1.027052640914917
287,36863,0.6719455718994141,1.0101338624954224
288,36991,0.6626992225646973,1.032161831855774
289,37119,0.6832181215286255,1.0147664546966553
290,37247,0.6863943338394165,1.0230963230133057
291,37375,0.6593000888824463,1.0088273286819458
292,37503,0.6933913826942444,1.005332589149475
293,37631,0.6876845359802246,1.0070782899856567
294,37759,0.6738222241401672,1.009760499000549
295,37887,0.6885384321212769,0.9979856610298156
296,38015,0.6881948709487915,1.0125744342803955
297,38143,0.6686633825302124,1.0242009162902832
298,38271,0.6955087780952454,1.00971257686615
299,38399,0.6756122708320618,1.01164972782135
300,38527,0.6828628182411194,1.0160428285598757
301,38655,0.6655908823013306,1.0197445154190063
302,38783,0.6812611222267151,0.9965162873268129
303,38911,0.6856149435043335,1.0063291788101196
304,39039,0.6682475209236145,1.011814832687378
305,39167,0.6826621294021606,1.005832314491272
306,39295,0.6849988698959351,0.994506061077118
307,39423,0.6695846319198608,1.0291690826416016
308,39551,0.6608515977859497,1.0079044103622437
309,39679,0.664362370967865,1.0195817947387695
310,39807,0.6648909449577332,1.0103315114974976
311,39935,0.6743693351745605,1.0087050199508667
312,40063,0.6644222140312195,1.016808271408081
313,40191,0.6757140159606934,1.0089114904403689
314,40319,0.6529693007469177,1.0167194604873655
315,40447,0.6673616766929626,1.0227352380752563
316,40575,0.6623694896697998,1.0085420608520508
317,40703,0.6618986129760742,1.0195211172103882
318,40831,0.6772902011871338,1.012212872505188
319,40959,0.6657841801643372,0.9973322153091432
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