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- epoch, loss(train), loss(val)
- 1, 0.089663, 0.088737
- 2, 0.070667, 0.068928
- 3, 0.063542, 0.062128
- 4, 0.060417, 0.059723
- 5, 0.059493, 0.059026
- 6, 0.058942, 0.058448
- 7, 0.058415, 0.057891
- 8, 0.057964, 0.057296
- 9, 0.057504, 0.056888
- 10, 0.056998, 0.056621
- 11, 0.056863, 0.056618
- 12, 0.056772, 0.056483
- 13, 0.056706, 0.056282
- 14, 0.056430, 0.055929
- 15, 0.056260, 0.055614
- 16, 0.055839, 0.055432
- 17, 0.055648, 0.055394
- 18, 0.055889, 0.055650
- 19, 0.056102, 0.055804
- 20, 0.055990, 0.055733
- 21, 0.056002, 0.055650
- 22, 0.055604, 0.055251
- 23, 0.054814, 0.054507
- 24, 0.054289, 0.053961
- 25, 0.054040, 0.053693
- 26, 0.054076, 0.053621
- 27, 0.054120, 0.053601
- 28, 0.054555, 0.053849
- 29, 0.055195, 0.054283
- 30, 0.055647, 0.054590
- 31, 0.055832, 0.054655
- 32, 0.055375, 0.054319
- 33, 0.054487, 0.053729
- 34, 0.053432, 0.053076
- 35, 0.052729, 0.052693
- 36, 0.052390, 0.052524
- 37, 0.052178, 0.052437
- 38, 0.052099, 0.052385
- 39, 0.052070, 0.052320
- 40, 0.052017, 0.052243
- 41, 0.051925, 0.052159
- 42, 0.051824, 0.052056
- 43, 0.051765, 0.051970
- 44, 0.051683, 0.051933
- 45, 0.051606, 0.051889
- 46, 0.051533, 0.051864
- 47, 0.051464, 0.051846
- 48, 0.051401, 0.051838
- 49, 0.051325, 0.051843
- 50, 0.051266, 0.051860
- 51, 0.051222, 0.051899
- 52, 0.051193, 0.051918
- 53, 0.051176, 0.051968
- 54, 0.051162, 0.052006
- 55, 0.051134, 0.051998
- 56, 0.051111, 0.051992
- 57, 0.051075, 0.051958
- 58, 0.051050, 0.051941
- 59, 0.051010, 0.051883
- 60, 0.050980, 0.051837
- 61, 0.050952, 0.051785
- 62, 0.050934, 0.051770
- 63, 0.050916, 0.051740
- 64, 0.050899, 0.051707
- 65, 0.050887, 0.051699
- 66, 0.050875, 0.051674
- 67, 0.050866, 0.051669
- 68, 0.050856, 0.051652
- 69, 0.050847, 0.051641
- 70, 0.050839, 0.051635
- 1, 0.088789, 0.087691
- 2, 0.068032, 0.067004
- 3, 0.063522, 0.062396
- 4, 0.061677, 0.060596
- 5, 0.060235, 0.059540
- 6, 0.060055, 0.059479
- 7, 0.059696, 0.058983
- 8, 0.058420, 0.057931
- 9, 0.057890, 0.057784
- 10, 0.057887, 0.057939
- 11, 0.058021, 0.058248
- 12, 0.057937, 0.058021
- 13, 0.057402, 0.057456
- 14, 0.056914, 0.057007
- 15, 0.056709, 0.056965
- 16, 0.056852, 0.057157
- 17, 0.057367, 0.057542
- 18, 0.057601, 0.057665
- 19, 0.057731, 0.057718
- 20, 0.057218, 0.057077
- 21, 0.056135, 0.056025
- 22, 0.055024, 0.054987
- 23, 0.054295, 0.054281
- 24, 0.053959, 0.053951
- 25, 0.053691, 0.053717
- 26, 0.053627, 0.053622
- 27, 0.053773, 0.053724
- 28, 0.054236, 0.053973
- 29, 0.054522, 0.054070
- 30, 0.054943, 0.054246
- 31, 0.055004, 0.054189
- 32, 0.054876, 0.053994
- 33, 0.054486, 0.053667
- 34, 0.053800, 0.053187
- 35, 0.053172, 0.052797
- 36, 0.052741, 0.052563
- 37, 0.052461, 0.052420
- 38, 0.052257, 0.052302
- 39, 0.052129, 0.052214
- 40, 0.052035, 0.052163
- 41, 0.051944, 0.052115
- 42, 0.051880, 0.052084
- 43, 0.051804, 0.052055
- 44, 0.051738, 0.052032
- 45, 0.051650, 0.052006
- 46, 0.051562, 0.051986
- 47, 0.051479, 0.051978
- 48, 0.051412, 0.051979
- 49, 0.051361, 0.051999
- 50, 0.051323, 0.052038
- 51, 0.051302, 0.052081
- 52, 0.051278, 0.052096
- 53, 0.051261, 0.052118
- 54, 0.051239, 0.052120
- 55, 0.051207, 0.052095
- 1, 0.090615, 0.089994
- 2, 0.069812, 0.068600
- 3, 0.064214, 0.063470
- 4, 0.061411, 0.061059
- 5, 0.060100, 0.059814
- 6, 0.059087, 0.059043
- 7, 0.058686, 0.058661
- 8, 0.058388, 0.058214
- 9, 0.058066, 0.057698
- 10, 0.057511, 0.057332
- 11, 0.057068, 0.057097
- 12, 0.057114, 0.057160
- 13, 0.056885, 0.056944
- 14, 0.056694, 0.056566
- 15, 0.056233, 0.056134
- 16, 0.055359, 0.055511
- 17, 0.055256, 0.055431
- 18, 0.055643, 0.055726
- 19, 0.056205, 0.056171
- 20, 0.056926, 0.056773
- 21, 0.057006, 0.056768
- 22, 0.056528, 0.056344
- 23, 0.055433, 0.055290
- 24, 0.054533, 0.054371
- 25, 0.054282, 0.054007
- 26, 0.054135, 0.053829
- 27, 0.054173, 0.053806
- 28, 0.054269, 0.053833
- 29, 0.054556, 0.054030
- 30, 0.054662, 0.054104
- 31, 0.054619, 0.054089
- 32, 0.054174, 0.053796
- 33, 0.053649, 0.053463
- 34, 0.052997, 0.053043
- 35, 0.052595, 0.052792
- 36, 0.052346, 0.052621
- 37, 0.052151, 0.052500
- 38, 0.052059, 0.052406
- 39, 0.052001, 0.052335
- 40, 0.051941, 0.052277
- 41, 0.051894, 0.052226
- 42, 0.051868, 0.052181
- 43, 0.051789, 0.052130
- 44, 0.051722, 0.052078
- 45, 0.051639, 0.052052
- 46, 0.051541, 0.052007
- 47, 0.051465, 0.052000
- 48, 0.051404, 0.051979
- 49, 0.051339, 0.051980
- 50, 0.051292, 0.051991
- 51, 0.051249, 0.051991
- 52, 0.051222, 0.052008
- 53, 0.051198, 0.052018
- 54, 0.051173, 0.052017
- 55, 0.051146, 0.052003
- 56, 0.051118, 0.051979
- 57, 0.051087, 0.051948
- 58, 0.051059, 0.051916
- 59, 0.051032, 0.051880
- 60, 0.051009, 0.051852
- 1, 0.087576, 0.086033
- 2, 0.068133, 0.066643
- 3, 0.062122, 0.060931
- 4, 0.058892, 0.058234
- 5, 0.057786, 0.057269
- 6, 0.057601, 0.057197
- 7, 0.056949, 0.056568
- 8, 0.056481, 0.056139
- 9, 0.056194, 0.055886
- 10, 0.055974, 0.055750
- 11, 0.055800, 0.055777
- 12, 0.055692, 0.055731
- 13, 0.055691, 0.055779
- 14, 0.055478, 0.055565
- 15, 0.055101, 0.055146
- 16, 0.054910, 0.054922
- 17, 0.054790, 0.054875
- 18, 0.054960, 0.055119
- 19, 0.055063, 0.055270
- 20, 0.054944, 0.055221
- 21, 0.054798, 0.055048
- 22, 0.054379, 0.054582
- 23, 0.053794, 0.053956
- 24, 0.053113, 0.053302
- 25, 0.052780, 0.052874
- 26, 0.052543, 0.052660
- 27, 0.052278, 0.052454
- 28, 0.052146, 0.052352
- 29, 0.052045, 0.052292
- 30, 0.051909, 0.052243
- 31, 0.051838, 0.052235
- 32, 0.051793, 0.052183
- 33, 0.051737, 0.052164
- 34, 0.051672, 0.052101
- 35, 0.051629, 0.052036
- 36, 0.051564, 0.051960
- 37, 0.051538, 0.051894
- 38, 0.051462, 0.051794
- 39, 0.051404, 0.051718
- 40, 0.051335, 0.051661
- 41, 0.051274, 0.051597
- 42, 0.051173, 0.051555
- 43, 0.051112, 0.051520
- 44, 0.051043, 0.051497
- 45, 0.050990, 0.051464
- 46, 0.050939, 0.051442
- 47, 0.050889, 0.051419
- 48, 0.050855, 0.051395
- 49, 0.050825, 0.051377
- 50, 0.050809, 0.051350
- 51, 0.050787, 0.051347
- 52, 0.050774, 0.051326
- 53, 0.050761, 0.051317
- 54, 0.050748, 0.051308
- 55, 0.050737, 0.051294
- 1, 0.085913, 0.084972
- 2, 0.067994, 0.067212
- 3, 0.064593, 0.063531
- 4, 0.062117, 0.061084
- 5, 0.060363, 0.060003
- 6, 0.059131, 0.058921
- 7, 0.058338, 0.058271
- 8, 0.057717, 0.057788
- 9, 0.057529, 0.057686
- 10, 0.057496, 0.057720
- 11, 0.057429, 0.057801
- 12, 0.057253, 0.057779
- 13, 0.056893, 0.057320
- 14, 0.056243, 0.056562
- 15, 0.056184, 0.056340
- 16, 0.056221, 0.056419
- 17, 0.056585, 0.056762
- 18, 0.056598, 0.056918
- 19, 0.056542, 0.056837
- 20, 0.056023, 0.056362
- 21, 0.055122, 0.055430
- 22, 0.054322, 0.054565
- 23, 0.053714, 0.053932
- 24, 0.053428, 0.053591
- 25, 0.053074, 0.053378
- 26, 0.052950, 0.053381
- 27, 0.052878, 0.053369
- 28, 0.052749, 0.053334
- 29, 0.052654, 0.053279
- 30, 0.052551, 0.053160
- 31, 0.052434, 0.052998
- 32, 0.052321, 0.052879
- 33, 0.052148, 0.052693
- 34, 0.052083, 0.052561
- 35, 0.051987, 0.052415
- 36, 0.051942, 0.052319
- 37, 0.051942, 0.052249
- 38, 0.051861, 0.052164
- 39, 0.051847, 0.052113
- 40, 0.051747, 0.052048
- 41, 0.051614, 0.051969
- 42, 0.051501, 0.051891
- 43, 0.051425, 0.051849
- 44, 0.051336, 0.051807
- 45, 0.051292, 0.051769
- 46, 0.051229, 0.051732
- 47, 0.051206, 0.051705
- 48, 0.051182, 0.051671
- 49, 0.051149, 0.051648
- 50, 0.051119, 0.051630
- 51, 0.051105, 0.051612
- 52, 0.051082, 0.051598
- 53, 0.051052, 0.051591
- 54, 0.051018, 0.051580
- 1, 0.080744, 0.079622
- 2, 0.066512, 0.064695
- 3, 0.062622, 0.061448
- 4, 0.060374, 0.059260
- 5, 0.058809, 0.058090
- 6, 0.057931, 0.057646
- 7, 0.057441, 0.057309
- 8, 0.057106, 0.056946
- 9, 0.056751, 0.056449
- 10, 0.056720, 0.056406
- 11, 0.056405, 0.056351
- 12, 0.056383, 0.056457
- 13, 0.056200, 0.056471
- 14, 0.055845, 0.056025
- 15, 0.055829, 0.055832
- 16, 0.055686, 0.055626
- 17, 0.055622, 0.055737
- 18, 0.055771, 0.055958
- 19, 0.055711, 0.056073
- 20, 0.055973, 0.056337
- 21, 0.055825, 0.056190
- 22, 0.055313, 0.055599
- 23, 0.054893, 0.055099
- 24, 0.054391, 0.054471
- 25, 0.053839, 0.053866
- 26, 0.053508, 0.053500
- 27, 0.053171, 0.053214
- 28, 0.052970, 0.053028
- 29, 0.052803, 0.052932
- 30, 0.052774, 0.052891
- 31, 0.052981, 0.052950
- 32, 0.053209, 0.053051
- 33, 0.053366, 0.053110
- 34, 0.053671, 0.053226
- 35, 0.053941, 0.053339
- 36, 0.053890, 0.053279
- 37, 0.053691, 0.053105
- 38, 0.053180, 0.052768
- 39, 0.052641, 0.052439
- 40, 0.052294, 0.052223
- 41, 0.052021, 0.052078
- 42, 0.051852, 0.051986
- 43, 0.051764, 0.051918
- 44, 0.051702, 0.051857
- 45, 0.051609, 0.051782
- 46, 0.051520, 0.051719
- 47, 0.051464, 0.051675
- 48, 0.051390, 0.051640
- 49, 0.051337, 0.051621
- 50, 0.051246, 0.051601
- 51, 0.051194, 0.051589
- 52, 0.051123, 0.051589
- 53, 0.051061, 0.051593
- 54, 0.051009, 0.051610
- 55, 0.050970, 0.051631
- 56, 0.050941, 0.051682
- 57, 0.050926, 0.051712
- 58, 0.050924, 0.051774
- 59, 0.050913, 0.051794
- 60, 0.050901, 0.051803
- 61, 0.050880, 0.051795
- 62, 0.050853, 0.051767
- 63, 0.050823, 0.051729
- 1, 0.079464, 0.077783
- 2, 0.067149, 0.066139
- 3, 0.062640, 0.061764
- 4, 0.060908, 0.059928
- 5, 0.058845, 0.058380
- 6, 0.058177, 0.057776
- 7, 0.057540, 0.057122
- 8, 0.056814, 0.056477
- 9, 0.056360, 0.056050
- 10, 0.056028, 0.055813
- 11, 0.055597, 0.055646
- 12, 0.055225, 0.055342
- 13, 0.055302, 0.055394
- 14, 0.055238, 0.055283
- 15, 0.055095, 0.055047
- 16, 0.054809, 0.054673
- 17, 0.054337, 0.054301
- 18, 0.053958, 0.054079
- 19, 0.053873, 0.054106
- 20, 0.054026, 0.054221
- 21, 0.054201, 0.054455
- 22, 0.054305, 0.054560
- 23, 0.054394, 0.054562
- 24, 0.054172, 0.054326
- 25, 0.053743, 0.053848
- 26, 0.053142, 0.053302
- 27, 0.052741, 0.052896
- 28, 0.052561, 0.052737
- 29, 0.052489, 0.052637
- 30, 0.052407, 0.052581
- 31, 0.052487, 0.052619
- 32, 0.052642, 0.052717
- 33, 0.052745, 0.052786
- 34, 0.052957, 0.052931
- 35, 0.053042, 0.052976
- 36, 0.053068, 0.052970
- 37, 0.052881, 0.052853
- 38, 0.052606, 0.052675
- 39, 0.052210, 0.052439
- 40, 0.051897, 0.052271
- 41, 0.051670, 0.052125
- 42, 0.051492, 0.052033
- 43, 0.051401, 0.051973
- 44, 0.051340, 0.051914
- 45, 0.051286, 0.051879
- 46, 0.051234, 0.051821
- 47, 0.051182, 0.051773
- 48, 0.051136, 0.051725
- 49, 0.051084, 0.051684
- 50, 0.051037, 0.051649
- 51, 0.050997, 0.051624
- 52, 0.050962, 0.051611
- 53, 0.050926, 0.051608
- 54, 0.050892, 0.051609
- 55, 0.050861, 0.051612
- 56, 0.050835, 0.051619
- 57, 0.050810, 0.051647
- 58, 0.050793, 0.051664
- 59, 0.050780, 0.051697
- 60, 0.050769, 0.051714
- 61, 0.050759, 0.051723
- 62, 0.050747, 0.051723
- 63, 0.050739, 0.051730
- 64, 0.050730, 0.051738
- 65, 0.050708, 0.051697
- 1, 0.085294, 0.084576
- 2, 0.067979, 0.066454
- 3, 0.064692, 0.063468
- 4, 0.060204, 0.059563
- 5, 0.059113, 0.058688
- 6, 0.058466, 0.058163
- 7, 0.058073, 0.057866
- 8, 0.057293, 0.057096
- 9, 0.056591, 0.056324
- 10, 0.056213, 0.056077
- 11, 0.055718, 0.055704
- 12, 0.055250, 0.055418
- 13, 0.055137, 0.055309
- 14, 0.055121, 0.055232
- 15, 0.055151, 0.055145
- 16, 0.055220, 0.055140
- 17, 0.054638, 0.054753
- 18, 0.054304, 0.054612
- 19, 0.054102, 0.054496
- 20, 0.054121, 0.054624
- 21, 0.054457, 0.054914
- 22, 0.054731, 0.055191
- 23, 0.054807, 0.055170
- 24, 0.054750, 0.055053
- 25, 0.054323, 0.054540
- 26, 0.053600, 0.053798
- 27, 0.053148, 0.053314
- 28, 0.052852, 0.053044
- 29, 0.052607, 0.052848
- 30, 0.052449, 0.052746
- 31, 0.052500, 0.052788
- 32, 0.052512, 0.052785
- 33, 0.052571, 0.052789
- 34, 0.052684, 0.052806
- 35, 0.052755, 0.052841
- 36, 0.052775, 0.052819
- 37, 0.052677, 0.052722
- 38, 0.052491, 0.052566
- 39, 0.052202, 0.052362
- 40, 0.051935, 0.052191
- 41, 0.051739, 0.052059
- 42, 0.051572, 0.051957
- 43, 0.051486, 0.051892
- 44, 0.051410, 0.051844
- 45, 0.051352, 0.051801
- 46, 0.051312, 0.051755
- 47, 0.051259, 0.051708
- 48, 0.051191, 0.051682
- 49, 0.051153, 0.051656
- 50, 0.051126, 0.051639
- 51, 0.051106, 0.051628
- 52, 0.051067, 0.051622
- 53, 0.051033, 0.051616
- 54, 0.051009, 0.051614
- 55, 0.050979, 0.051613
- 56, 0.050938, 0.051623
- 57, 0.050908, 0.051627
- 58, 0.050878, 0.051646
- 59, 0.050853, 0.051660
- 60, 0.050829, 0.051672
- 1, 0.087630, 0.086648
- 2, 0.068650, 0.067234
- 3, 0.064484, 0.062984
- 4, 0.062109, 0.060795
- 5, 0.059852, 0.059078
- 6, 0.059096, 0.058652
- 7, 0.058634, 0.058505
- 8, 0.058904, 0.058879
- 9, 0.058865, 0.058817
- 10, 0.058145, 0.058074
- 11, 0.057094, 0.057320
- 12, 0.056686, 0.057000
- 13, 0.056440, 0.056806
- 14, 0.056780, 0.056969
- 15, 0.057121, 0.057249
- 16, 0.057089, 0.057170
- 17, 0.056695, 0.056844
- 18, 0.056033, 0.056204
- 19, 0.055199, 0.055399
- 20, 0.054661, 0.054834
- 21, 0.054271, 0.054396
- 22, 0.054036, 0.054124
- 23, 0.054021, 0.054075
- 24, 0.053884, 0.054009
- 25, 0.053809, 0.053988
- 26, 0.053688, 0.053978
- 27, 0.053466, 0.053863
- 28, 0.053356, 0.053755
- 29, 0.053260, 0.053652
- 30, 0.053242, 0.053502
- 31, 0.053209, 0.053376
- 32, 0.053310, 0.053301
- 33, 0.053360, 0.053194
- 34, 0.053411, 0.053129
- 35, 0.053490, 0.053088
- 36, 0.053329, 0.052931
- 37, 0.053057, 0.052750
- 38, 0.052699, 0.052533
- 39, 0.052314, 0.052344
- 40, 0.052103, 0.052243
- 41, 0.051960, 0.052185
- 42, 0.051858, 0.052141
- 43, 0.051790, 0.052123
- 44, 0.051754, 0.052102
- 45, 0.051746, 0.052096
- 46, 0.051733, 0.052079
- 47, 0.051714, 0.052058
- 48, 0.051704, 0.052038
- 49, 0.051654, 0.052020
- 50, 0.051591, 0.051994
- 51, 0.051546, 0.051980
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