|
epoch,step,loss,val_loss |
|
0,423,13.863383293151855,12.110791206359863 |
|
1,847,10.348902702331545,9.018370628356934 |
|
2,1271,8.765650749206543,8.607346534729004 |
|
3,1695,8.281176567077637,7.905603885650635 |
|
4,2119,5.910908222198486,4.222324371337891 |
|
5,2543,3.976552963256836,3.874004602432251 |
|
6,2967,3.504251480102539,3.1618473529815674 |
|
7,3391,1.438040256500244,0.6715120673179626 |
|
8,3815,0.5717613101005554,0.6295067667961121 |
|
9,4239,0.5547767877578735,0.6187446713447571 |
|
10,4663,0.5415326356887817,0.6117035746574402 |
|
11,5087,0.5287886261940002,0.59254390001297 |
|
12,5511,0.5152547359466553,0.5673015713691711 |
|
13,5935,0.5031558275222778,0.5853334069252014 |
|
14,6359,0.4900635182857513,0.5232105851173401 |
|
15,6783,0.4769757091999054,0.5351411700248718 |
|
16,7207,0.4635466337203979,0.5203460454940796 |
|
17,7631,0.4519778192043304,0.5142829418182373 |
|
18,8055,0.4364807605743408,0.5070279836654663 |
|
19,8479,0.4236208796501159,0.4739369451999664 |
|
20,8903,0.4101987481117248,0.4719678461551666 |
|
21,9327,0.3978496193885803,0.4653216898441314 |
|
22,9751,0.3849982619285583,0.4489783942699432 |
|
23,10175,0.3726512193679809,0.4348237514495849 |
|
24,10599,0.3606574535369873,0.3963513970375061 |
|
25,11023,0.3487091362476349,0.392337828874588 |
|
26,11447,0.3373506069183349,0.4091598689556122 |
|
27,11871,0.3263129591941833,0.3746577203273773 |
|
28,12295,0.3162600994110107,0.3665309846401214 |
|
29,12719,0.3041557371616363,0.3268419504165649 |
|
30,13143,0.2694845795631408,0.2905283570289612 |
|
31,13567,0.2585210502147674,0.2962502241134643 |
|
32,13991,0.2489007413387298,0.2747252881526947 |
|
33,14415,0.2391690462827682,0.2736302614212036 |
|
34,14839,0.231929063796997,0.2650631070137024 |
|
35,15263,0.2229821532964706,0.2467161267995834 |
|
36,15687,0.2147643566131591,0.2445177733898162 |
|
37,16111,0.2072572708129882,0.2263588160276413 |
|
38,16535,0.2004469782114029,0.2212649583816528 |
|
39,16959,0.1948317736387252,0.2177818268537521 |
|
40,17383,0.1868107765913009,0.207750990986824 |
|
41,17807,0.1803188472986221,0.2056981027126312 |
|
42,18231,0.1740244179964065,0.1885993927717209 |
|
43,18655,0.1691306978464126,0.1907966583967209 |
|
44,19079,0.1627300530672073,0.1841539591550827 |
|
45,19503,0.1574001163244247,0.1778054237365722 |
|
46,19927,0.1522913724184036,0.1731538027524948 |
|
47,20351,0.1472561061382293,0.1668710559606552 |
|
48,20775,0.1430916339159011,0.1607277542352676 |
|
49,21199,0.1382507234811782,0.1576804965734481 |
|
50,21623,0.1339275538921356,0.1474120765924453 |
|
51,22047,0.129865825176239,0.145077645778656 |
|
52,22471,0.1261393725872039,0.1390668302774429 |
|
53,22895,0.1232525184750557,0.1372324377298355 |
|
54,23319,0.1190041154623031,0.1317677199840545 |
|
55,23743,0.1151808649301529,0.1290611773729324 |
|
56,24167,0.1118295565247535,0.1249038055539131 |
|
57,24591,0.1087377741932869,0.1183748543262481 |
|
58,25015,0.1059155315160751,0.1160254925489425 |
|
59,25439,0.102929376065731,0.1136078163981437 |
|
60,25863,0.1003979593515396,0.1078159287571907 |
|
61,26287,0.097917653620243,0.1069974154233932 |
|
62,26711,0.0955897569656372,0.103058248758316 |
|
63,27135,0.0932169109582901,0.1017856076359748 |
|
64,27559,0.091145172715187,0.0990814715623855 |
|
65,27983,0.0893624797463417,0.1005834639072418 |
|
66,28407,0.0875480473041534,0.093899130821228 |
|
67,28831,0.0856022909283638,0.0913850888609886 |
|
68,29255,0.0841892957687377,0.0894692689180374 |
|
69,29679,0.0825498476624488,0.0881784111261367 |
|
70,30103,0.0811448991298675,0.0863996595144271 |
|
71,30527,0.0797306299209594,0.086162082850933 |
|
72,30951,0.0785851329565048,0.0832528322935104 |
|
73,31375,0.0775172859430313,0.0827959105372428 |
|
74,31799,0.0764516443014144,0.0811469405889511 |
|
75,32223,0.0754271894693374,0.0799593850970268 |
|
76,32647,0.0749031603336334,0.0788283348083496 |
|
77,33071,0.0740128085017204,0.0791634172201156 |
|
78,33495,0.0730901286005973,0.0777330845594406 |
|
79,33919,0.0723536312580108,0.0766321048140525 |
|
80,34343,0.0724841952323913,0.0758248344063758 |
|
81,34767,0.0711691528558731,0.0757231414318084 |
|
82,35191,0.0706201195716857,0.0750069618225097 |
|
83,35615,0.0707748979330062,0.074428878724575 |
|
84,36039,0.0697688460350036,0.0738047584891319 |
|
85,36463,0.0696792155504226,0.0737771615386009 |
|
86,36887,0.0690141916275024,0.0730900838971138 |
|
87,37311,0.068780168890953,0.0726654529571533 |
|
88,37735,0.0683483481407165,0.0724095329642295 |
|
89,38159,0.0680925399065017,0.0721130818128585 |
|
90,38583,0.0677895620465278,0.071814902126789 |
|
91,39007,0.0675909370183944,0.0715836510062217 |
|
92,39431,0.0673669427633285,0.0714853256940841 |
|
93,39855,0.067209854722023,0.0712366476655006 |
|
94,40279,0.067605435848236,0.0711033269762992 |
|
95,40703,0.0668850243091583,0.0709122568368911 |
|
96,41127,0.0666960105299949,0.0708455145359039 |
|
97,41551,0.0666499882936477,0.070783831179142 |
|
98,41975,0.0666429027915,0.070593774318695 |
|
99,42399,0.0662439912557601,0.070807009935379 |
|
100,42823,0.0662629529833793,0.0704312399029731 |
|
101,43247,0.066381461918354,0.0702286586165428 |
|
102,43671,0.0666830614209175,0.0701447129249572 |
|
103,44095,0.0659024193882942,0.070186361670494 |
|
104,44519,0.0657955855131149,0.0700749680399894 |
|
105,44943,0.0656503438949585,0.070024125277996 |
|
106,45367,0.0656624361872673,0.0699180141091346 |
|
107,45791,0.0655277967453002,0.0700331851840019 |
|
108,46215,0.065441146492958,0.0699352994561195 |
|
109,46639,0.0653692111372947,0.0697705820202827 |
|
110,47063,0.0653049796819686,0.0697629675269126 |
|
111,47487,0.0651914551854133,0.0699703320860862 |
|
112,47911,0.0651568993926048,0.0699791759252548 |
|
113,48335,0.0650616437196731,0.0697306469082832 |
|
114,48759,0.0650199502706527,0.0697033777832984 |
|
115,49183,0.0655387789011001,0.0699096024036407 |
|
116,49607,0.0648683458566665,0.0703795030713081 |
|
117,50031,0.0659982338547706,0.0695742219686508 |
|
118,50455,0.0648225620388984,0.0696201846003532 |
|
119,50879,0.0654207319021225,0.0696386322379112 |
|
120,51303,0.06462412327528,0.0697609484195709 |
|
121,51727,0.0645956173539161,0.0701823309063911 |
|
122,52151,0.0645188093185424,0.0701389014720916 |
|
123,52575,0.0644678696990013,0.0695137381553649 |
|
124,52999,0.0644583627581596,0.0695327371358871 |
|
125,53423,0.0643546357750892,0.0694962665438652 |
|
126,53847,0.0643044263124466,0.06979700922966 |
|
127,54271,0.0642329379916191,0.0698212459683418 |
|
128,54695,0.0641598105430603,0.0702065452933311 |
|
129,55119,0.0641675814986229,0.0697327330708503 |
|
130,55543,0.0640788599848747,0.0696625262498855 |
|
131,55967,0.0653106123208999,0.0695032626390457 |
|
132,56391,0.0640548318624496,0.0694842338562011 |
|
133,56815,0.0639489442110061,0.0695871636271476 |
|
134,57239,0.0647676065564155,0.0695160776376724 |
|
135,57663,0.0638830810785293,0.0695110261440277 |
|
136,58087,0.0638763159513473,0.0696746706962585 |
|
137,58511,0.0637288391590118,0.0699897408485412 |
|
138,58935,0.0636591538786888,0.0695068687200546 |
|
139,59359,0.0636943131685257,0.0695565938949585 |
|
140,59783,0.0636180713772773,0.0698025301098823 |
|
141,60207,0.0638960897922515,0.0694340839982032 |
|
142,60631,0.0634833946824073,0.0695015341043472 |
|
143,61055,0.0634650588035583,0.0695566162467002 |
|
144,61479,0.0634153187274932,0.0694836303591728 |
|
145,61903,0.0634576827287674,0.0696891248226165 |
|
146,62327,0.063306026160717,0.0696459263563156 |
|
147,62751,0.0633979365229606,0.0705410465598106 |
|
148,63175,0.0632935762405395,0.0694213882088661 |
|
149,63599,0.0633252561092376,0.0697522461414337 |
|
150,64023,0.063191995024681,0.069547101855278 |
|
151,64447,0.0631452351808548,0.0694052353501319 |
|
152,64871,0.0630844384431839,0.069704845547676 |
|
153,65295,0.0630686730146408,0.0701016038656234 |
|
154,65719,0.0629834532737732,0.0695536807179451 |
|
155,66143,0.0629812180995941,0.0694495737552642 |
|
156,66567,0.0629328116774559,0.0694365203380584 |
|
157,66991,0.0628753304481506,0.0696429833769798 |
|
158,67415,0.0630374997854232,0.0693954229354858 |
|
159,67839,0.0628632754087448,0.0698079019784927 |
|
160,68263,0.0627622827887535,0.0703120678663253 |
|
161,68687,0.0627221316099166,0.0699972882866859 |
|
162,69111,0.0629546046257019,0.0695313960313797 |
|
163,69535,0.0626674741506576,0.070045918226242 |
|
164,69959,0.0628427043557167,0.0695857405662536 |
|
165,70383,0.062653824687004,0.0701738893985748 |
|
166,70807,0.0631827637553215,0.069485917687416 |
|
167,71231,0.0625723227858543,0.0694013535976409 |
|
168,71655,0.0625277310609817,0.0694154500961303 |
|
169,72079,0.062483612447977,0.0695500969886779 |
|
170,72503,0.0623905286192894,0.0702999755740165 |
|
171,72927,0.0623718984425067,0.0698927789926529 |
|
172,73351,0.0624790862202644,0.0695361420512199 |
|
173,73775,0.0622479207813739,0.0695069283246994 |
|
174,74199,0.0622668452560901,0.0699578672647476 |
|
175,74623,0.0622021779417991,0.0703792124986648 |
|
176,75047,0.0622014552354812,0.0696940273046493 |
|
177,75471,0.062160737812519,0.070092886686325 |
|
178,75895,0.0621776841580867,0.0694481506943702 |
|
179,76319,0.0621261559426784,0.069793589413166 |
|
180,76743,0.0620600543916225,0.0696083307266235 |
|
181,77167,0.06211793795228,0.069992110133171 |
|
182,77591,0.0620320290327072,0.0702067092061042 |
|
183,78015,0.0631300881505012,0.0695953518152237 |
|
184,78439,0.0619662813842296,0.0696532353758812 |
|
185,78863,0.0618769489228725,0.0700741112232208 |
|
186,79287,0.0619077421724796,0.0701385512948036 |
|
187,79711,0.0618515834212303,0.069910816848278 |
|
188,80135,0.0618596971035003,0.0699777528643608 |
|
189,80559,0.0619533434510231,0.0696075707674026 |
|
190,80983,0.0624235607683658,0.0696688145399093 |
|
191,81407,0.0617741495370864,0.0699880793690681 |
|
192,81831,0.0620217621326446,0.070285364985466 |
|
193,82255,0.0616326108574867,0.0701094046235084 |
|
194,82679,0.0617983303964138,0.0697890222072601 |
|
195,83103,0.0616175830364227,0.0699947923421859 |
|
196,83527,0.0615878999233245,0.0701358094811439 |
|
197,83951,0.0617074109613895,0.0700567290186882 |
|
198,84375,0.0615529604256153,0.0697047561407089 |
|
199,84799,0.0614616423845291,0.0697813853621482 |
|
200,85223,0.0614629052579402,0.0705332830548286 |
|
201,85647,0.0614216476678848,0.0699942782521247 |
|
202,86071,0.061352752149105,0.0697430968284607 |
|
203,86495,0.0614111274480819,0.0701931491494178 |
|
204,86919,0.061354037374258,0.0701136142015457 |
|
205,87343,0.0613216683268547,0.0703629478812217 |
|
206,87767,0.0613296926021575,0.069947674870491 |
|
207,88191,0.0612180866301059,0.0705051496624946 |
|
208,88615,0.0612469092011451,0.0705014988780021 |
|
209,89039,0.0612456165254116,0.0701521635055542 |
|
210,89463,0.0611915439367294,0.0704568475484848 |
|
211,89887,0.0611922666430473,0.0700858831405639 |
|
212,90311,0.0611341930925846,0.0705295652151107 |
|
213,90735,0.061099637299776,0.0700899958610534 |
|
214,91159,0.0611822381615638,0.0703612491488456 |
|
215,91583,0.0611431188881397,0.0702772065997123 |
|
216,92007,0.0610241256654262,0.0702535659074783 |
|
217,92431,0.0609973929822444,0.0701749995350837 |
|
218,92855,0.0620053671300411,0.0700612291693687 |
|
219,93279,0.0609612427651882,0.0702461302280426 |
|
220,93703,0.0609367527067661,0.070379190146923 |
|
221,94127,0.0609135702252388,0.0701188072562217 |
|
222,94551,0.0615302473306655,0.0700824782252311 |
|
223,94975,0.0609259083867073,0.0703233405947685 |
|
224,95399,0.0607928074896335,0.0704003497958183 |
|
225,95823,0.0610145218670368,0.0703890323638916 |
|
226,96247,0.0607589595019817,0.0707475244998931 |
|
227,96671,0.0607875324785709,0.0704543143510818 |
|
228,97095,0.0607085525989532,0.0708631575107574 |
|
229,97519,0.0608266331255435,0.0703088566660881 |
|
230,97943,0.0606913603842258,0.0704114437103271 |
|
231,98367,0.0606617256999015,0.0706823766231536 |
|
232,98791,0.0617264881730079,0.070447102189064 |
|
233,99215,0.0606060251593589,0.0709470734000206 |
|
234,99639,0.0608333833515644,0.070297285914421 |
|
235,100063,0.0604991130530834,0.0703367367386818 |
|
236,100487,0.0605571009218692,0.0708042010664939 |
|
237,100911,0.0605005733668804,0.0713831484317779 |
|
238,101335,0.0604765862226486,0.0709213390946388 |
|
239,101759,0.0603948086500167,0.070852018892765 |
|
240,102183,0.0604413785040378,0.0704205483198165 |
|
241,102607,0.0604007840156555,0.0704408138990402 |
|
242,103031,0.0604016371071338,0.0705327913165092 |
|
243,103455,0.0614149160683155,0.070544496178627 |
|
244,103879,0.0603462494909763,0.0707586705684661 |
|
245,104303,0.0602933503687381,0.071018137037754 |
|
246,104727,0.06031359359622,0.0710340067744255 |
|
247,105151,0.0602480508387088,0.0710988119244575 |
|
248,105575,0.0603199452161788,0.0710780248045921 |
|
249,105999,0.0602477304637432,0.0707207694649696 |
|
250,106423,0.0602291971445083,0.0706332549452781 |
|
251,106847,0.0601868368685245,0.0706061869859695 |
|
252,107271,0.0601695515215396,0.0707969591021537 |
|
253,107695,0.0601595938205719,0.0714248567819595 |
|
254,108119,0.0601398795843124,0.0710824429988861 |
|
255,108543,0.0600892789661884,0.0708977133035659 |
|
256,108967,0.0612168312072753,0.0708495154976844 |
|
257,109391,0.0600570701062679,0.0707282572984695 |
|
258,109815,0.0600162222981452,0.0717913433909416 |
|
259,110239,0.0600641854107379,0.0709540992975235 |
|
260,110663,0.0627053081989288,0.0707992762327194 |
|
261,111087,0.0601301230490207,0.070895180106163 |
|
262,111511,0.0600796155631542,0.0712214857339859 |
|
263,111935,0.0599569380283355,0.0709848180413246 |
|
264,112359,0.0598996579647064,0.0714861303567886 |
|
265,112783,0.0601051896810531,0.071485586464405 |
|
266,113207,0.0598903112113475,0.0709644705057144 |
|
267,113631,0.0598656423389911,0.0710807666182518 |
|
268,114055,0.0601807124912738,0.0715961903333664 |
|
269,114479,0.0598175041377544,0.0711497366428375 |
|
270,114903,0.0597709752619266,0.071019135415554 |
|
271,115327,0.0599908828735351,0.0711312666535377 |
|
272,115751,0.059771578758955,0.071511410176754 |
|
273,116175,0.0597637966275215,0.0713734254240989 |
|
274,116599,0.0597362257540226,0.071486659348011 |
|
275,117023,0.059713989496231,0.071453683078289 |
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