Epoch,Loss,Elapsed Time (s)
0,6674304000.0,1.3667628765106201
1,5328950272.0,1.2833521366119385
2,4329774080.0,1.2473316192626953
3,3662734848.0,1.384526252746582
4,2942641664.0,1.2597594261169434
5,2469842176.0,1.2855281829833984
6,1806706944.0,1.3894639015197754
7,1330112896.0,1.2864453792572021
8,836584640.0,1.3381774425506592
9,704432192.0,1.3072855472564697
10,691741184.0,1.3708198070526123
11,692316160.0,1.3020713329315186
12,681004160.0,1.2474617958068848
13,636678912.0,1.5199341773986816
14,527850048.0,1.2627284526824951
15,565226368.0,1.2658405303955078
16,600644288.0,1.325063943862915
17,587484160.0,1.2777490615844727
18,540748416.0,1.270836591720581
19,561594624.0,1.3268985748291016
20,631698752.0,1.375096321105957
21,731897216.0,1.2679235935211182
22,719084544.0,1.2995057106018066
23,726208832.0,1.36328125
24,602412928.0,1.2842669486999512
25,556905536.0,1.2545514106750488
26,573597632.0,1.3709681034088135
27,562677696.0,1.2841823101043701
28,540650240.0,1.3440039157867432
29,548476160.0,1.2533676624298096
30,555855360.0,1.3471217155456543
31,586068992.0,1.2802014350891113
32,570992192.0,1.2736024856567383
33,535018752.0,1.3234200477600098
34,487406080.0,1.3177862167358398
35,448761216.0,1.239948034286499
36,448027648.0,1.3441920280456543
37,416346304.0,1.2563326358795166
38,433845760.0,1.3077809810638428
39,469775904.0,1.2663145065307617
40,598804288.0,1.3844246864318848
41,530203808.0,1.2956244945526123
42,590184576.0,1.3042404651641846
43,579351104.0,1.3393447399139404
44,607348800.0,1.3639638423919678
45,742885632.0,1.3224239349365234
46,711847488.0,1.3647675514221191
47,567321600.0,1.288686990737915
48,548645632.0,1.355774164199829
49,528523744.0,1.3023500442504883
50,553587072.0,1.3648748397827148
51,564396160.0,1.343766450881958
52,543388864.0,1.2878007888793945
53,524935008.0,1.3715362548828125
54,531913888.0,1.313617467880249
55,532237632.0,1.3024721145629883
56,524224288.0,1.3119230270385742
57,508560736.0,1.3669946193695068
58,492664192.0,1.2868247032165527
59,492433984.0,1.3368241786956787
60,494069152.0,1.3359060287475586
61,489922144.0,1.2974414825439453
62,481700224.0,1.2791047096252441
63,476977376.0,1.3732776641845703
64,479932864.0,1.2769291400909424
65,483290304.0,1.3005564212799072
66,472855552.0,1.274376392364502
67,468785536.0,1.3878285884857178
68,468872672.0,1.2689788341522217
69,467692096.0,1.275834560394287
70,463133376.0,1.3572015762329102
71,457917216.0,1.3118693828582764
72,454999776.0,1.2810862064361572
73,454729536.0,1.3439443111419678
74,454343264.0,1.3498890399932861
75,450978528.0,1.346792221069336
76,447184640.0,1.3509151935577393
77,445024352.0,1.3501334190368652
78,443933760.0,1.307084321975708
79,442580064.0,1.286696434020996
80,440230208.0,1.341003179550171
81,437324064.0,1.3044359683990479
82,434833120.0,1.283109426498413
83,433227328.0,1.3375742435455322
84,432003616.0,1.2592549324035645
85,430254016.0,1.2882561683654785
86,427939008.0,1.2925684452056885
87,425837536.0,1.3775486946105957
88,424315904.0,1.2853875160217285
89,423086880.0,1.294614315032959
90,421676096.0,1.3635435104370117
91,419914240.0,1.3685712814331055
92,418069472.0,1.2996447086334229
93,416464352.0,1.3380277156829834
94,415106080.0,1.323291301727295
95,413696672.0,1.2968862056732178
96,412030560.0,1.3346078395843506
97,410222720.0,1.4155423641204834
98,408507136.0,1.350820541381836
99,406932000.0,1.2774951457977295
100,405334848.0,1.37200927734375
101,403581440.0,1.2785749435424805
102,401693984.0,1.3392210006713867
103,399783968.0,1.320345401763916
104,397873632.0,1.322371482849121
105,395866912.0,1.2871887683868408
106,393654368.0,1.2890868186950684
107,391210496.0,1.4512898921966553
108,388557792.0,1.2503697872161865
109,385598400.0,1.2587528228759766
110,382055936.0,1.3914563655853271
111,377290464.0,1.304703950881958
112,440560896.0,1.2847249507904053
113,434148256.0,1.4265694618225098
114,435050976.0,1.3218557834625244
115,502873760.0,1.28220796585083
116,519445504.0,1.3094244003295898
117,527271488.0,1.3521943092346191
118,467297664.0,1.3339791297912598
119,445839200.0,1.3688936233520508
120,417548640.0,1.4393088817596436
121,517983008.0,1.3825101852416992
122,533890816.0,1.3245933055877686
123,523895040.0,1.38755202293396
124,502811200.0,1.3074727058410645
125,470345728.0,1.366589069366455
126,583358272.0,1.2971487045288086
127,583911744.0,1.3373844623565674
128,584575488.0,1.3448619842529297
129,581221760.0,1.2952394485473633
130,479260128.0,1.3634443283081055
131,486799424.0,1.345193862915039
132,484926880.0,1.3254022598266602
133,470204512.0,1.3899927139282227
134,470956544.0,1.2667973041534424
135,477541472.0,1.2454073429107666
136,482006016.0,1.2857396602630615
137,478860896.0,1.3556644916534424
138,469129344.0,1.3006269931793213
139,458863552.0,1.3761274814605713
140,453509632.0,1.433318853378296
141,451813248.0,1.3863730430603027
142,448983392.0,1.2862839698791504
143,440993984.0,1.4493885040283203
144,434839104.0,1.3363492488861084
145,432937760.0,1.2991890907287598
146,432849472.0,1.2807068824768066
147,432189920.0,1.380185842514038
148,430638816.0,1.311234474182129
149,429326368.0,1.285336971282959
150,428386240.0,1.445544958114624
151,427105088.0,1.3809852600097656
152,426232128.0,1.3698768615722656
153,425296064.0,1.4084408283233643
154,423850688.0,1.37900710105896
155,422713856.0,1.3828556537628174
156,421739360.0,1.4032328128814697
157,420506112.0,1.4183621406555176
158,418903040.0,1.3913795948028564
159,417118240.0,1.357752799987793
160,415518208.0,1.353517770767212
161,414377280.0,1.335925817489624
162,413455424.0,1.423259973526001
163,412321792.0,1.2752423286437988
164,411175936.0,1.3657200336456299
165,410250528.0,1.3320021629333496
166,409394688.0,1.305971384048462
167,408392000.0,1.3709688186645508
168,407226400.0,1.2811341285705566
169,406040480.0,1.321204662322998
170,404962496.0,1.3539063930511475
171,403992352.0,1.277228593826294
172,402980768.0,1.3185768127441406
173,401832800.0,1.3023180961608887
174,400627424.0,1.37742018699646
175,399443200.0,1.322117567062378
176,398281248.0,1.3132789134979248
177,397112864.0,1.3700385093688965
178,395916352.0,1.2763681411743164
179,394730880.0,1.276705026626587
180,393606752.0,1.6968989372253418
181,392502496.0,1.3936560153961182
182,391348512.0,1.3205420970916748
183,390157056.0,1.2839834690093994
184,388977664.0,1.3239350318908691
185,387823904.0,1.3163175582885742
186,386679776.0,1.3009912967681885
187,385515584.0,1.3852062225341797
188,384318016.0,1.2854118347167969
189,383118048.0,1.292464017868042
190,381934080.0,1.3421969413757324
191,380740320.0,1.272803783416748
192,379533344.0,1.3070740699768066
193,378336032.0,1.2769224643707275
194,377161600.0,1.353194236755371
195,376001504.0,1.2615537643432617
196,374836000.0,1.278083086013794
197,373682752.0,1.3695251941680908
198,372550656.0,1.2870655059814453
199,371436256.0,1.2918105125427246
200,370333408.0,1.3545315265655518
201,369235904.0,1.273637056350708
202,368148448.0,1.3021438121795654
203,367073792.0,1.2558684349060059
204,366002464.0,1.3536927700042725
205,364933280.0,1.288038969039917
206,363870944.0,1.2875187397003174
207,362823776.0,1.3350238800048828
208,361783744.0,1.3141930103302002
209,360750432.0,1.2835805416107178
210,359723328.0,1.3608827590942383
211,358706016.0,1.3141629695892334
212,357697536.0,1.2929675579071045
213,356695168.0,1.2924773693084717
214,355700192.0,1.3376266956329346
215,354714848.0,1.3140451908111572
216,353735584.0,1.2523555755615234
217,352761952.0,1.3907356262207031
218,351796576.0,1.2935268878936768
219,350840928.0,1.2786805629730225
220,349899104.0,1.3397643566131592
221,348969376.0,1.2792870998382568
222,348070528.0,1.2549493312835693
223,347228672.0,1.279001235961914
224,346782368.0,1.368412971496582
225,346142208.0,1.283778190612793
226,350824960.0,1.2865350246429443
227,346250976.0,1.3666753768920898
228,415747168.0,1.305527687072754
229,620344256.0,1.284578561782837
230,406363776.0,1.367621660232544
231,439295328.0,1.2766757011413574
232,362818784.0,1.2911405563354492
233,377265856.0,1.276930332183838
234,381040320.0,1.3697113990783691
235,416093888.0,1.3041391372680664
236,405241984.0,1.301947832107544
237,486416352.0,1.323284387588501
238,579740992.0,1.2804884910583496
239,603182144.0,1.2757470607757568
240,712659072.0,1.3692641258239746
241,757875136.0,1.3049826622009277
242,915292032.0,1.2803680896759033
243,965546432.0,1.3014538288116455
244,733826112.0,1.374495029449463
245,638932672.0,1.2994062900543213
246,629657664.0,1.2943298816680908
247,555894272.0,1.411329746246338
248,411493376.0,1.301055908203125
249,398678752.0,1.304041862487793
250,496409952.0,1.3767333030700684
251,370572384.0,1.2813119888305664
252,391151200.0,1.3149056434631348
253,441866912.0,1.2818896770477295
254,518094848.0,1.3487272262573242
255,464547296.0,1.2596869468688965
256,537586880.0,1.284118413925171
257,676915072.0,1.3845977783203125
258,939316864.0,1.2742998600006104
259,857931520.0,1.2781903743743896
260,685031680.0,1.3779242038726807
261,803738368.0,1.3156826496124268
262,803680832.0,1.2750940322875977
263,744028672.0,1.2870423793792725
264,835627584.0,1.3571314811706543
265,833424512.0,1.2977309226989746
266,817612224.0,1.280590295791626
267,761833088.0,1.3537259101867676
268,748700800.0,1.2794115543365479
269,754157952.0,1.2805659770965576
270,730195328.0,1.290048599243164
271,697029184.0,1.357025384902954
272,677822976.0,1.2877202033996582
273,739987136.0,1.2821834087371826
274,803478016.0,1.3487789630889893
275,714973696.0,1.2805681228637695
276,393483680.0,1.3101181983947754
277,314535264.0,1.3894360065460205
278,262081584.0,1.2524027824401855
279,213176432.0,1.2954833507537842
280,211686896.0,1.3075287342071533
281,227250400.0,1.355053186416626
282,210458864.0,1.3097636699676514
283,165208752.0,1.3139050006866455
284,163417760.0,1.364936113357544
285,136211584.0,1.252150535583496
286,127457128.0,1.2693560123443604
287,117192992.0,1.2840595245361328
288,109054392.0,1.3634896278381348
289,104178352.0,1.2851200103759766
290,99704128.0,1.2823598384857178
291,97206760.0,1.3883187770843506
292,90166984.0,1.2833192348480225
293,86400288.0,1.295410394668579
294,83897496.0,1.3560800552368164
295,78922088.0,1.2866830825805664
296,83133304.0,1.2997851371765137
297,76309568.0,1.3694548606872559
298,76773912.0,1.2833199501037598
299,74937552.0,1.2821812629699707
300,74092680.0,1.267561674118042
301,73909992.0,1.340580701828003
302,73970832.0,1.3099429607391357
303,74088328.0,1.284165620803833
304,74170872.0,1.357288122177124
305,74174144.0,1.2962322235107422
306,74080600.0,1.2866010665893555
307,73892728.0,1.3585665225982666
308,73629632.0,1.2825663089752197
309,73320088.0,1.2704463005065918
310,72995088.0,1.257197618484497
311,72679328.0,1.3585758209228516
312,72387256.0,1.2740764617919922
313,72124208.0,1.2772068977355957
314,71889576.0,1.3616890907287598
315,71680720.0,1.281254529953003
316,71496416.0,1.2671728134155273
317,71337200.0,1.3742036819458008
318,71203368.0,1.272731065750122
319,71092160.0,1.2855195999145508
320,70999000.0,1.2767908573150635
321,70916160.0,1.374903678894043
322,70834048.0,1.3304283618927002
323,70743888.0,1.2533047199249268
324,70640008.0,1.3331830501556396
325,70521088.0,1.2537550926208496
326,70390368.0,1.2849657535552979
327,70252808.0,1.36277437210083
328,70113264.0,1.2645556926727295
329,69975368.0,1.2854516506195068
330,69841152.0,1.2827990055084229
331,69711456.0,1.3563823699951172
332,69586120.0,1.2845542430877686
333,69464768.0,1.276799201965332
334,69346512.0,1.3582978248596191
335,69230248.0,1.2955777645111084
336,69115240.0,1.3008627891540527
337,69000896.0,1.3990983963012695
338,68886312.0,1.2860097885131836
339,68770992.0,1.289175033569336
340,68654496.0,1.2698774337768555
341,68536320.0,1.3530974388122559
342,68416280.0,1.264371633529663
343,68294056.0,1.2860636711120605
344,68169224.0,1.361027717590332
345,68041792.0,1.2797107696533203
346,67911536.0,1.2907476425170898
347,67778344.0,1.3705365657806396
348,67642128.0,1.2809128761291504
349,67502872.0,1.2641551494598389
350,67360520.0,1.2660596370697021
351,67214936.0,1.3705246448516846
352,67066344.0,1.2982738018035889
353,66914648.0,1.2807097434997559
354,66759720.0,1.3843646049499512
355,66601664.0,1.3436672687530518
356,66440256.0,1.2889540195465088
357,66275548.0,1.3774173259735107
358,66107460.0,1.3162732124328613
359,65936084.0,1.3214216232299805
360,65761132.0,1.3495683670043945
361,65582780.0,1.4469735622406006
362,65400860.0,1.349909782409668
363,65215452.0,1.3916494846343994
364,65026532.0,1.4464242458343506
365,64834116.0,1.3992836475372314
366,64637964.0,1.3714673519134521
367,64438428.0,1.4617857933044434
368,64235484.0,1.3570971488952637
369,64029168.0,1.3903851509094238
370,63819580.0,1.3212852478027344
371,63606916.0,1.4024758338928223
372,63391300.0,1.3015198707580566
373,63172696.0,1.3014960289001465
374,62951288.0,1.3730976581573486
375,62727552.0,1.3030683994293213
376,62501456.0,1.3054988384246826
377,62273140.0,1.324800968170166
378,62042980.0,1.3865392208099365
379,61810968.0,1.282684087753296
380,61577328.0,1.3071093559265137
381,61342500.0,1.3863623142242432
382,61106188.0,1.3033709526062012
383,60868928.0,1.2947556972503662
384,60630740.0,1.3897314071655273
385,60391904.0,1.3301091194152832
386,60152332.0,1.301567792892456
387,59912276.0,1.2984833717346191
388,59671776.0,1.4049828052520752
389,59431064.0,1.3018314838409424
390,59190232.0,1.2778840065002441
391,58949100.0,1.3808355331420898
392,58707936.0,1.3215463161468506
393,58466900.0,1.296952486038208
394,58226084.0,1.3038392066955566
395,57985140.0,1.3978698253631592
396,57744440.0,1.3028650283813477
397,57504040.0,1.2732157707214355
398,57263692.0,1.356785774230957
399,57023584.0,1.3307316303253174
400,56783772.0,1.296034574508667
401,56543936.0,1.3552334308624268
402,56304256.0,1.288048267364502
403,56064656.0,1.3015732765197754
404,55824936.0,1.360321044921875
405,55585000.0,1.3069419860839844
406,55344740.0,1.2851369380950928
407,55104084.0,1.3162736892700195
408,54863240.0,1.3592791557312012
409,54622088.0,1.2784082889556885
410,54380608.0,1.328047513961792
411,54138084.0,1.364976167678833
412,53895156.0,1.2644431591033936
413,53651628.0,1.308974266052246
414,53407140.0,1.369175910949707
415,53161844.0,1.3320167064666748
416,52915544.0,1.2886106967926025
417,52668468.0,1.2967557907104492
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1900,7784894.5,1.3894855976104736
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1911,7771443.0,1.364428997039795
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1914,7767863.5,1.291825532913208
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1918,7763141.0,1.3936727046966553
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1920,7760784.0,1.3941195011138916
1921,7759614.5,1.3730826377868652
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1923,7757260.0,1.4250166416168213
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1927,7752598.5,1.370513677597046
1928,7751440.0,1.3704876899719238
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1930,7749123.0,1.383495807647705
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1932,7746802.0,1.3854868412017822
1933,7745644.5,1.3471808433532715
1934,7744494.5,1.283571720123291
1935,7743341.5,1.3738155364990234
1936,7742184.0,1.463057279586792
1937,7741040.0,1.2810683250427246
1938,7739903.5,1.2639853954315186
1939,7738756.5,1.4897067546844482
1940,7737614.5,1.3071050643920898
1941,7736463.5,1.3559868335723877
1942,7735335.5,1.4571566581726074
1943,7734200.5,1.3055803775787354
1944,7733059.0,1.364098310470581
1945,7731931.0,1.384474277496338
1946,7730802.5,1.3911612033843994
1947,7729661.5,1.281599521636963
1948,7728536.0,1.310004472732544
1949,7727410.0,1.404740810394287
1950,7726295.5,1.3933734893798828
1951,7725172.5,1.3413219451904297
1952,7724054.5,1.4580299854278564
1953,7722933.5,1.338862419128418
1954,7721812.5,1.3338124752044678
1955,7720701.0,1.3371727466583252
1956,7719577.5,1.3723559379577637
1957,7718467.0,1.2839090824127197
1958,7717363.0,1.2968320846557617
1959,7716234.5,1.4192113876342773
1960,7715132.0,1.3900892734527588
1961,7714017.5,1.2702171802520752
1962,7712916.5,1.4555819034576416
1963,7711813.0,1.327699899673462
1964,7710707.5,1.365077257156372
1965,7709602.0,1.2938666343688965
1966,7708490.0,1.4462740421295166
1967,7707388.0,1.3509135246276855
1968,7706289.5,1.3222777843475342
1969,7705191.5,1.3755102157592773
1970,7704103.5,1.2950975894927979
1971,7702993.5,1.2833633422851562
1972,7701898.0,1.404083013534546
1973,7700788.5,1.2829821109771729
1974,7699699.5,1.2922992706298828
1975,7698600.5,1.4593925476074219
1976,7697515.0,1.3860957622528076
1977,7696423.5,1.2959628105163574
1978,7695322.5,1.3278896808624268
1979,7694240.0,1.4014801979064941
1980,7693139.5,1.2719500064849854
1981,7692062.5,1.3089892864227295
1982,7690968.0,1.2929868698120117
1983,7689873.5,1.3348641395568848
1984,7688781.0,1.3196134567260742
1985,7687704.5,1.3113632202148438
1986,7686609.5,1.346778154373169
1987,7685518.5,1.266937017440796
1988,7684433.5,1.2698485851287842
1989,7683346.0,1.42044997215271
1990,7682260.0,1.2937548160552979
1991,7681189.0,1.2961580753326416
1992,7680114.5,1.280104160308838
1993,7679024.0,1.3467905521392822
1994,7677939.0,1.2680809497833252
1995,7676873.5,1.3077044486999512
1996,7675794.0,1.367962121963501
1997,7674713.0,1.3912618160247803
1998,7673644.5,1.4006545543670654
1999,7672575.0,1.4067168235778809
2000,7671491.5,1.4595870971679688
2001,7670419.5,1.318516492843628
2002,7669357.0,1.27388334274292
2003,7668283.5,1.3561639785766602
2004,7667214.0,1.3340187072753906
2005,7666149.0,1.2699244022369385
2006,7665078.5,1.3345527648925781
2007,7664022.0,1.3399767875671387
2008,7662945.0,1.286815881729126
2009,7661896.0,1.3628592491149902
2010,7660814.5,1.2822341918945312
2011,7659753.0,1.2903671264648438
2012,7658683.0,1.261627197265625
2013,7657621.5,1.4008278846740723
2014,7656570.5,1.291654109954834
2015,7655507.0,1.3012819290161133
2016,7654452.0,1.3300683498382568
2017,7653387.5,1.2846708297729492
2018,7652331.0,1.2757070064544678
2019,7651282.0,1.408151626586914
2020,7650208.5,1.2929747104644775
2021,7649162.0,1.242680311203003
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2023,7647049.5,1.3426260948181152
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2027,7642833.5,1.266706943511963
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2029,7640727.0,1.3704895973205566
2030,7639694.0,1.2719712257385254
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2032,7637579.0,1.300452709197998
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2035,7634437.0,1.3858234882354736
2036,7633386.0,1.4348933696746826
2037,7632340.5,1.269658088684082
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2039,7630247.0,1.572312355041504
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2047,7621924.5,1.2765722274780273
2048,7620893.0,1.280808448791504
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2052,7616768.5,1.2711927890777588
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2054,7614695.5,1.3808422088623047
2055,7613670.5,1.2845923900604248
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2057,7611600.0,1.278038501739502
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2061,7607503.5,1.3654608726501465
2062,7606492.0,1.3128740787506104
2063,7605463.5,1.4460763931274414
2064,7604446.0,1.2455260753631592
2065,7603418.0,1.3117132186889648
2066,7602392.0,1.3613927364349365
2067,7601389.0,1.2679626941680908
2068,7600358.0,1.2693712711334229
2069,7599341.5,1.4557411670684814
2070,7598327.0,1.2656691074371338
2071,7597313.5,1.38236665725708
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2074,7594266.0,1.2994673252105713
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2077,7591223.0,1.3672339916229248
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