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/mnt/data2/shaozirui/anaconda3/envs/bert/lib/python3.7/site-packages/torchtext/data/field.py:150: UserWarning: Field class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.
  warnings.warn('{} class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.'.format(self.__class__.__name__), UserWarning)
/mnt/data2/shaozirui/anaconda3/envs/bert/lib/python3.7/site-packages/torchtext/data/example.py:68: UserWarning: Example class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.
  warnings.warn('Example class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.', UserWarning)
/mnt/data2/shaozirui/anaconda3/envs/bert/lib/python3.7/site-packages/torchtext/data/example.py:78: UserWarning: Example class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.
  warnings.warn('Example class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.', UserWarning)
/mnt/data2/shaozirui/anaconda3/envs/bert/lib/python3.7/site-packages/torchtext/data/iterator.py:48: UserWarning: MyIterator class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.
  warnings.warn('{} class will be retired in the 0.8.0 release and moved to torchtext.legacy. Please see 0.7.0 release notes for further information.'.format(self.__class__.__name__), UserWarning)
The `device` argument should be set by using `torch.device` or passing a string as an argument. This behavior will be deprecated soon and currently defaults to cpu.
len of src_data:1859421 ; len of trg_data:1859421
loading spacy tokenizers...
creating dataset and iterator... 
                                                       src                                                trg
1470121                m ei2 iou3 sh ou1 r u4 l ai2 üan2 ，                              没 _ 有 收 _ 入 _ 来 _ 源 ，
1120204  zh e4 j ia1 g ong1 s i1 z ong3 b u4 z ai4 m ei...  这 _ 家 _ 公 _ 司 _ 总 _ 部 _ 在 _ 美 _ 国 _ ， 在 _ 北 _ ...
156250             j ian3 sh ao3 zh i2 b ei4 p o4 h uai4 ，                          减 _ 少 _ 植 _ 被 _ 破 _ 坏 _ ，
1383797  h uang2 j in1 zh ou1 7 t ian1 ， t ang2 l i2 i4...  黄 _ 金 _ 周 _ 7 天 _ ， 唐 _ 黎 _ 一 直 _ 坐 _ 卧 不 _ 安 ...
1328470  d an4 sh i4 x üan1 j iang3 h uei4 h ai2 sh i4 ...  但 _ 是 _ 宣 _ 讲 _ 会 _ 还 _ 是 _ 吸 _ 引 了 _ 近 _ 百 _ ...

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195, 'و': 196, 'ي': 197, '۩': 198, 'ก': 199, 'ง': 200, 'น': 201, 'ม': 202, 'ย': 203, 'ร': 204, 'อ': 205, 'า': 206, 'เ': 207, '๑': 208, '་': 209, 'ღ': 210, 'ᄀ': 211, 'ᄁ': 212, 'ᄂ': 213, 'ᄃ': 214, 'ᄅ': 215, 'ᄆ': 216, 'ᄇ': 217, 'ᄈ': 218, 'ᄉ': 219, 'ᄋ': 220, 'ᄌ': 221, 'ᄎ': 222, 'ᄏ': 223, 'ᄐ': 224, 'ᄑ': 225, 'ᄒ': 226, 'ᅡ': 227, 'ᅢ': 228, 'ᅣ': 229, 'ᅥ': 230, 'ᅦ': 231, 'ᅧ': 232, 'ᅨ': 233, 'ᅩ': 234, 'ᅪ': 235, 'ᅬ': 236, 'ᅭ': 237, 'ᅮ': 238, 'ᅯ': 239, 'ᅲ': 240, 'ᅳ': 241, 'ᅴ': 242, 'ᅵ': 243, 'ᆨ': 244, 'ᆫ': 245, 'ᆯ': 246, 'ᆷ': 247, 'ᆸ': 248, 'ᆺ': 249, 'ᆻ': 250, 'ᆼ': 251, 'ᗜ': 252, 'ᵃ': 253, 'ᵉ': 254, 'ᵍ': 255, 'ᵏ': 256, 'ᵐ': 257, 'ᵒ': 258, 'ᵘ': 259, '‖': 260, '„': 261, '†': 262, '•': 263, '‥': 264, '‧': 265, '‰': 266, '′': 267, '″': 268, '‹': 269, '›': 270, '※': 271, '‿': 272, '⁄': 273, 'ⁱ': 274, '⁺': 275, 'ⁿ': 276, '₁': 277, '₂': 278, '₃': 279, '₄': 280, '€': 281, '℃': 282, '№': 283, '™': 284, 'ⅰ': 285, 'ⅱ': 286, 'ⅲ': 287, 'ⅳ': 288, 'ⅴ': 289, '←': 290, '↑': 291, '→': 292, '↓': 293, '↔': 294, '↗': 295, '↘': 296, '⇒': 297, '∀': 298, '−': 299, '∕': 300, '∙': 301, '√': 302, '∞': 303, '∟': 304, '∠': 305, '∣': 306, '∥': 307, '∩': 308, '∮': 309, '∶': 310, '∼': 311, '∽': 312, '≈': 313, '≒': 314, '≡': 315, '≤': 316, '≥': 317, '≦': 318, '≧': 319, '≪': 320, '≫': 321, '⊙': 322, '⋅': 323, '⋈': 324, '⋯': 325, '⌒': 326, '①': 327, '②': 328, '③': 329, '④': 330, '⑤': 331, '⑥': 332, '⑦': 333, '⑧': 334, '⑨': 335, '⑩': 336, '⑴': 337, '⑵': 338, '⑶': 339, '⑷': 340, '⑸': 341, '⒈': 342, '⒉': 343, '⒊': 344, '⒋': 345, 'ⓒ': 346, 'ⓔ': 347, 'ⓘ': 348, '─': 349, '━': 350, '│': 351, '┃': 352, '┅': 353, '┆': 354, '┊': 355, '┌': 356, '└': 357, '├': 358, '┣': 359, '═': 360, '║': 361, '╚': 362, '╞': 363, '╠': 364, '╭': 365, '╮': 366, '╯': 367, '╰': 368, '╱': 369, '╳': 370, '▂': 371, '▃': 372, '▅': 373, '▇': 374, '█': 375, '▉': 376, '▋': 377, '▌': 378, '▍': 379, '▎': 380, '■': 381, '□': 382, '▪': 383, '▫': 384, '▬': 385, '▲': 386, '△': 387, '▶': 388, '►': 389, '▼': 390, '▽': 391, '◆': 392, '◇': 393, '○': 394, '◎': 395, '●': 396, '◕': 397, '◠': 398, '、': 399, '。': 400, '〃': 401, '々': 402, '〇': 403, '〈': 404, '〉': 405, '《': 406, '》': 407, '「': 408, '」': 409, '『': 410, '』': 411, '【': 412, '】': 413, '〓': 414, '〔': 415, '〕': 416, '〖': 417, '〗': 418, '〜': 419, '〝': 420, '〞': 421, 'ㆍ': 422, '㈦': 423, '㊣': 424, '㎡': 425, '㗎': 426, '一': 427, '丁': 428, '七': 429, '万': 430, '丈': 431, '三': 432, '上': 433, '下': 434, '不': 435, '与': 436, '丐': 437, '丑': 438, '专': 439, '且': 440, '丕': 441, '世': 442, '丘': 443, '丙': 444, '业': 445, '丛': 446, '东': 447, '丝': 448, '丞': 449, '丟': 450, '両': 451, '丢': 452, '两': 453, '严': 454, '並': 455, '丧': 456, '丨': 457, '个': 458, '丫': 459, '中': 460, '丰': 461, '串': 462, '临': 463, '丶': 464, '丸': 465, '丹': 466, '为': 467, '主': 468, '丼': 469, '丽': 470, '举': 471, '丿': 472, '乂': 473, '乃': 474, '久': 475, '么': 476, '义': 477, '之': 478, '乌': 479, '乍': 480, '乎': 481, '乏': 482, '乐': 483, '乒': 484, '乓': 485, '乔': 486, '乖': 487, '乗': 488, '乘': 489, '乙': 490, '乜': 491, '九': 492, '乞': 493, '也': 494, '习': 495, '乡': 496, '书': 497, '乩': 498, '买': 499, '乱': 500, '乳': 501, '乾': 502, '亀': 503, '亂': 504, '了': 505, '予': 506, '争': 507, '事': 508, '二': 509, '于': 510, '亏': 511, '云': 512, '互': 513, '五': 514, '井': 515, '亘': 516, '亙': 517, '亚': 518, '些': 519, '亜': 520, '亞': 521, '亟': 522, '亡': 523, '亢': 524, '交': 525, '亥': 526, '亦': 527, '产': 528, '亨': 529, '亩': 530, '享': 531, '京': 532, '亭': 533, '亮': 534, '亲': 535, '亳': 536, '亵': 537, '人': 538, '亿': 539, '什': 540, '仁': 541, '仃': 542, '仄': 543, '仅': 544, '仆': 545, '仇': 546, '今': 547, '介': 548, '仍': 549, '从': 550, '仏': 551, '仑': 552, '仓': 553, '仔': 554, '仕': 555, '他': 556, '仗': 557, '付': 558, '仙': 559, '仝': 560, '仞': 561, '仟': 562, '代': 563, '令': 564, '以': 565, '仨': 566, '仪': 567, '们': 568, '仮': 569, '仰': 570, '仲': 571, '件': 572, '价': 573, '任': 574, '份': 575, '仿': 576, '企': 577, '伉': 578, '伊': 579, '伍': 580, '伎': 581, '伏': 582, '伐': 583, '休': 584, '伕': 585, '众': 586, '优': 587, '伙': 588, '会': 589, '伝': 590, '伞': 591, '伟': 592, '传': 593, '伢': 594, '伤': 595, '伦': 596, '伪': 597, '伫': 598, '伯': 599, '估': 600, '伴': 601, '伶': 602, '伸': 603, '伺': 604, '似': 605, '伽': 606, '佃': 607, '但': 608, '佇': 609, '佈': 610, '位': 611, '低': 612, '住': 613, '佐': 614, '佑': 615, '体': 616, '佔': 617, '何': 618, '佗': 619, '佘': 620, '余': 621, '佚': 622, '佛': 623, '作': 624, '佝': 625, '佞': 626, '佟': 627, '你': 628, '佢': 629, '佣': 630, '佤': 631, '佥': 632, '佩': 633, '佬': 634, '佯': 635, '佰': 636, '佳': 637, '併': 638, '佶': 639, '佻': 640, '佼': 641, '使': 642, '侃': 643, '侄': 644, '來': 645, '侈': 646, '例': 647, '侍': 648, '侏': 649, '侑': 650, '侖': 651, '侗': 652, '供': 653, '依': 654, '侠': 655, '価': 656, '侣': 657, '侥': 658, '侦': 659, '侧': 660, '侨': 661, '侬': 662, '侮': 663, '侯': 664, '侵': 665, '侶': 666, '侷': 667, '便': 668, '係': 669, '促': 670, '俄': 671, '俊': 672, '俎': 673, '俏': 674, '俐': 675, '俑': 676, '俗': 677, '俘': 678, '俚': 679, '保': 680, '俞': 681, '俟': 682, '俠': 683, '信': 684, '俨': 685, '俩': 686, '俪': 687, '俬': 688, '俭': 689, '修': 690, '俯': 691, '俱': 692, '俳': 693, '俸': 694, '俺': 695, '俾': 696, '倆': 697, '倉': 698, '個': 699, '倌': 700, '倍': 701, '倏': 702, '們': 703, '倒': 704, '倔': 705, '倖': 706, '倘': 707, '候': 708, '倚': 709, '倜': 710, '借': 711, '倡': 712, '値': 713, '倦': 714, '倩': 715, '倪': 716, '倫': 717, '倬': 718, '倭': 719, '倶': 720, '债': 721, '值': 722, '倾': 723, '偃': 724, '假': 725, '偈': 726, '偉': 727, '偌': 728, '偎': 729, '偏': 730, '偕': 731, '做': 732, '停': 733, '健': 734, '側': 735, '偵': 736, '偶': 737, '偷': 738, '偻': 739, '偽': 740, '偿': 741, '傀': 742, '傅': 743, '傍': 744, '傑': 745, '傘': 746, '備': 747, '傚': 748, '傢': 749, '傣': 750, '傥': 751, '储': 752, '傩': 753, '催': 754, '傭': 755, '傲': 756, '傳': 757, '債': 758, '傷': 759, '傻': 760, '傾': 761, '僅': 762, '働': 763, '像': 764, '僑': 765, '僕': 766, '僖': 767, '僚': 768, '僥': 769, '僧': 770, '僭': 771, '僮': 772, '僱': 773, '僵': 774, '價': 775, '僻': 776, '儀': 777, '儂': 778, '億': 779, '儆': 780, '儉': 781, '儋': 782, '儒': 783, '儕': 784, '儘': 785, '償': 786, '儡': 787, '優': 788, '儲': 789, '儷': 790, '儼': 791, '儿': 792, '兀': 793, '允': 794, '元': 795, '兄': 796, '充': 797, '兆': 798, '兇': 799, '先': 800, '光': 801, '克': 802, '兌': 803, '免': 804, '児': 805, '兑': 806, '兒': 807, '兔': 808, '兖': 809, '党': 810, '兜': 811, '兢': 812, '入': 813, '內': 814, '全': 815, '兩': 816, '八': 817, '公': 818, '六': 819, '兮': 820, '兰': 821, '共': 822, '兲': 823, '关': 824, '兴': 825, '兵': 826, '其': 827, '具': 828, '典': 829, '兹': 830, '养': 831, '兼': 832, '兽': 833, '冀': 834, '内': 835, '円': 836, '冇': 837, '冈': 838, '冉': 839, '冊': 840, '册': 841, '再': 842, '冏': 843, '冒': 844, '冕': 845, '冗': 846, '写': 847, '军': 848, '农': 849, '冠': 850, '冢': 851, '冤': 852, '冥': 853, '冨': 854, '冪': 855, '冬': 856, '冯': 857, '冰': 858, '冲': 859, '决': 860, '况': 861, '冶': 862, '冷': 863, '冻': 864, '冼': 865, '冽': 866, '冾': 867, '净': 868, '凄': 869, '准': 870, '凇': 871, '凈': 872, '凉': 873, '凋': 874, '凌': 875, '凍': 876, '减': 877, '凑': 878, '凛': 879, '凜': 880, '凝': 881, '几': 882, '凡': 883, '凤': 884, '処': 885, '凪': 886, '凭': 887, '凯': 888, '凰': 889, '凱': 890, '凳': 891, '凶': 892, '凸': 893, '凹': 894, '出': 895, '击': 896, '函': 897, '凿': 898, '刀': 899, '刁': 900, '刃': 901, '分': 902, '切': 903, '刈': 904, '刊': 905, '刍': 906, '刎': 907, '刑': 908, '划': 909, '列': 910, '刘': 911, '则': 912, '刚': 913, '创': 914, '初': 915, '删': 916, '判': 917, '別': 918, '刨': 919, '利': 920, '刪': 921, '别': 922, '刮': 923, '到': 924, '制': 925, '刷': 926, '券': 927, '刹': 928, '刺': 929, '刻': 930, '刽': 931, '剁': 932, '剂': 933, '剃': 934, '則': 935, '剉': 936, '削': 937, '剋': 938, '剌': 939, '前': 940, '剎': 941, '剐': 942, '剑': 943, '剔': 944, '剖': 945, '剛': 946, '剜': 947, '剝': 948, '剣': 949, '剤': 950, '剥': 951, '剧': 952, '剩': 953, '剪': 954, '副': 955, '割': 956, '創': 957, '剷': 958, '剽': 959, '剿': 960, '劃': 961, '劇': 962, '劈': 963, '劉': 964, '劊': 965, '劍': 966, '劏': 967, '劑': 968, '力': 969, '劝': 970, '办': 971, '功': 972, '加': 973, '务': 974, '劣': 975, '动': 976, '助': 977, '努': 978, '劫': 979, '劭': 980, '励': 981, '劲': 982, '劳': 983, '労': 984, '劵': 985, '効': 986, '劾': 987, '势': 988, '勁': 989, '勃': 990, '勇': 991, '勉': 992, '勋': 993, '勐': 994, '勒': 995, '動': 996, '勖': 997, '勘': 998, '務': 999, '勛': 1000, '勝': 1001, '勞': 1002, '募': 1003, '勢': 1004, '勤': 1005, '勧': 1006, '勳': 1007, '勵': 1008, '勸': 1009, '勺': 1010, '勻': 1011, '勾': 1012, '勿': 1013, '匀': 1014, '包': 1015, '匆': 1016, '匈': 1017, '匍': 1018, '匐': 1019, '匕': 1020, '化': 1021, '北': 1022, '匙': 1023, '匝': 1024, '匠': 1025, '匡': 1026, '匣': 1027, '匪': 1028, '匮': 1029, '匯': 1030, '匱': 1031, '匹': 1032, '区': 1033, '医': 1034, '匾': 1035, '匿': 1036, '區': 1037, '十': 1038, '千': 1039, '卅': 1040, '升': 1041, '午': 1042, '卉': 1043, '半': 1044, '卍': 1045, '华': 1046, '协': 1047, '卑': 1048, '卒': 1049, '卓': 1050, '協': 1051, '单': 1052, '卖': 1053, '南': 1054, '単': 1055, '博': 1056, '卜': 1057, '卞': 1058, '卟': 1059, '占': 1060, '卡': 1061, '卢': 1062, '卤': 1063, '卦': 1064, '卧': 1065, '卫': 1066, '卮': 1067, '卯': 1068, '印': 1069, '危': 1070, '即': 1071, '却': 1072, '卵': 1073, '卷': 1074, '卸': 1075, '卻': 1076, '卿': 1077, '厂': 1078, '厄': 1079, '厅': 1080, '历': 1081, '厉': 1082, '压': 1083, '厌': 1084, '厕': 1085, '厘': 1086, '厚': 1087, '厝': 1088, '原': 1089, '厢': 1090, '厥': 1091, '厦': 1092, '厨': 1093, '厩': 1094, '厭': 1095, '厮': 1096, '厲': 1097, '厳': 1098, '去': 1099, '县': 1100, '叁': 1101, '参': 1102, '參': 1103, '又': 1104, '叉': 1105, '及': 1106, '友': 1107, '双': 1108, '反': 1109, '収': 1110, '发': 1111, '叔': 1112, '取': 1113, '受': 1114, '变': 1115, '叙': 1116, '叛': 1117, '叟': 1118, '叠': 1119, '叡': 1120, '叢': 1121, '口': 1122, '古': 1123, '句': 1124, '另': 1125, '叨': 1126, '叩': 1127, '只': 1128, '叫': 1129, '召': 1130, '叭': 1131, '叮': 1132, '可': 1133, '台': 1134, '叱': 1135, '史': 1136, '右': 1137, '叵': 1138, '叶': 1139, '号': 1140, '司': 1141, '叹': 1142, '叻': 1143, '叼': 1144, '叽': 1145, '吁': 1146, '吃': 1147, '各': 1148, '吆': 1149, '合': 1150, '吉': 1151, '吊': 1152, '吋': 1153, '同': 1154, '名': 1155, '后': 1156, '吏': 1157, '吐': 1158, '向': 1159, '吒': 1160, '吓': 1161, '吕': 1162, '吖': 1163, '吗': 1164, '君': 1165, '吝': 1166, '吞': 1167, '吟': 1168, '吠': 1169, '吡': 1170, '否': 1171, '吧': 1172, '吨': 1173, '吩': 1174, '含': 1175, '听': 1176, '吭': 1177, '吮': 1178, '启': 1179, '吱': 1180, '吳': 1181, '吴': 1182, '吵': 1183, '吶': 1184, '吸': 1185, '吹': 1186, '吻': 1187, '吼': 1188, '吽': 1189, '吾': 1190, '呀': 1191, '呂': 1192, '呃': 1193, '呆': 1194, '呈': 1195, '告': 1196, '呋': 1197, '呎': 1198, '呐': 1199, '呓': 1200, '呕': 1201, '呗': 1202, '员': 1203, '呛': 1204, '呜': 1205, '呢': 1206, '呤': 1207, '呦': 1208, '周': 1209, '呱': 1210, '呲': 1211, '味': 1212, '呵': 1213, '呷': 1214, '呸': 1215, '呻': 1216, '呼': 1217, '命': 1218, '咀': 1219, '咁': 1220, '咂': 1221, '咄': 1222, '咆': 1223, '咋': 1224, '和': 1225, '咎': 1226, '咏': 1227, '咐': 1228, '咒': 1229, '咔': 1230, '咕': 1231, '咖': 1232, '咗': 1233, '咘': 1234, '咙': 1235, '咚': 1236, '咛': 1237, '咣': 1238, '咤': 1239, '咦': 1240, '咧': 1241, '咨': 1242, '咩': 1243, '咪': 1244, '咫': 1245, '咬': 1246, '咭': 1247, '咯': 1248, '咱': 1249, '咲': 1250, '咳': 1251, '咸': 1252, '咻': 1253, '咽': 1254, '咿': 1255, '哀': 1256, '品': 1257, '哂': 1258, '哄': 1259, '哆': 1260, '哇': 1261, '哈': 1262, '哉': 1263, '哋': 1264, '哌': 1265, '响': 1266, '哎': 1267, '哏': 1268, '哐': 1269, '哑': 1270, '哒': 1271, '哔': 1272, '哗': 1273, '哟': 1274, '員': 1275, '哥': 1276, '哦': 1277, '哧': 1278, '哨': 1279, '哩': 1280, '哪': 1281, '哭': 1282, '哮': 1283, '哲': 1284, '哺': 1285, '哼': 1286, '哽': 1287, '唁': 1288, '唄': 1289, '唆': 1290, '唇': 1291, '唉': 1292, '唏': 1293, '唐': 1294, '唑': 1295, '唔': 1296, '唠': 1297, '唤': 1298, '唧': 1299, '唬': 1300, '售': 1301, '唯': 1302, '唰': 1303, '唱': 1304, '唳': 1305, '唷': 1306, '唸': 1307, '唾': 1308, '啃': 1309, '啄': 1310, '商': 1311, '啉': 1312, '啊': 1313, '問': 1314, '啓': 1315, '啕': 1316, '啖': 1317, '啜': 1318, '啞': 1319, '啟': 1320, '啡': 1321, '啤': 1322, '啥': 1323, '啦': 1324, '啧': 1325, '啪': 1326, '啫': 1327, '啬': 1328, '啮': 1329, '啰': 1330, '啱': 1331, '啲': 1332, '啵': 1333, '啶': 1334, '啷': 1335, '啸': 1336, '啻': 1337, '啼': 1338, '啾': 1339, '喀': 1340, '喂': 1341, '喃': 1342, '善': 1343, '喆': 1344, '喇': 1345, '喉': 1346, '喊': 1347, '喋': 1348, '喎': 1349, '喏': 1350, '喔': 1351, '喘': 1352, '喙': 1353, '喚': 1354, '喜': 1355, '喝': 1356, '喟': 1357, '喧': 1358, '喪': 1359, '喫': 1360, '喬': 1361, '單': 1362, '喰': 1363, '喱': 1364, '喲': 1365, '喳': 1366, '喵': 1367, '営': 1368, '喷': 1369, '喹': 1370, '喺': 1371, '喻': 1372, '喽': 1373, '嗅': 1374, '嗆': 1375, '嗇': 1376, '嗎': 1377, '嗑': 1378, '嗒': 1379, '嗓': 1380, '嗔': 1381, '嗖': 1382, '嗚': 1383, '嗜': 1384, '嗝': 1385, '嗟': 1386, '嗡': 1387, '嗣': 1388, '嗤': 1389, '嗦': 1390, '嗨': 1391, '嗪': 1392, '嗬': 1393, '嗯': 1394, '嗰': 1395, '嗲': 1396, '嗳': 1397, '嗶': 1398, '嗷': 1399, '嗽': 1400, '嘀': 1401, '嘅': 1402, '嘆': 1403, '嘈': 1404, '嘉': 1405, '嘌': 1406, '嘍': 1407, '嘎': 1408, '嘔': 1409, '嘖': 1410, '嘗': 1411, '嘘': 1412, '嘚': 1413, '嘛': 1414, '嘜': 1415, '嘞': 1416, '嘟': 1417, '嘢': 1418, '嘣': 1419, '嘤': 1420, '嘧': 1421, '嘩': 1422, '嘭': 1423, '嘮': 1424, '嘯': 1425, '嘰': 1426, '嘱': 1427, '嘲': 1428, '嘴': 1429, '嘶': 1430, '嘸': 1431, '嘹': 1432, '嘻': 1433, '嘿': 1434, '噁': 1435, '噌': 1436, '噎': 1437, '噓': 1438, '噔': 1439, '噗': 1440, '噙': 1441, '噜': 1442, '噠': 1443, '噢': 1444, '噤': 1445, '器': 1446, '噩': 1447, '噪': 1448, '噬': 1449, '噱': 1450, '噴': 1451, '噶': 1452, '噸': 1453, '噹': 1454, '噻': 1455, '噼': 1456, '嚀': 1457, '嚇': 1458, '嚎': 1459, '嚏': 1460, '嚐': 1461, '嚓': 1462, '嚕': 1463, '嚟': 1464, '嚣': 1465, '嚥': 1466, '嚨': 1467, '嚮': 1468, '嚴': 1469, '嚷': 1470, '嚼': 1471, '囂': 1472, '囉': 1473, '囊': 1474, '囍': 1475, '囑': 1476, '囔': 1477, '囗': 1478, '囚': 1479, '四': 1480, '囝': 1481, '回': 1482, '囟': 1483, '因': 1484, '囡': 1485, '团': 1486, '団': 1487, '囤': 1488, '囧': 1489, '囪': 1490, '囫': 1491, '园': 1492, '困': 1493, '囱': 1494, '囲': 1495, '図': 1496, '围': 1497, '囹': 1498, '固': 1499, '国': 1500, '图': 1501, '囿': 1502, '圃': 1503, '圄': 1504, '圆': 1505, '圈': 1506, '國': 1507, '圍': 1508, '圏': 1509, '園': 1510, '圓': 1511, '圖': 1512, '團': 1513, '圜': 1514, '土': 1515, '圣': 1516, '圧': 1517, '在': 1518, '圩': 1519, '圭': 1520, '地': 1521, '圳': 1522, '场': 1523, '圻': 1524, '圾': 1525, '址': 1526, '坂': 1527, '均': 1528, '坊': 1529, '坍': 1530, '坎': 1531, '坏': 1532, '坐': 1533, '坑': 1534, '块': 1535, '坚': 1536, '坛': 1537, '坝': 1538, '坞': 1539, '坟': 1540, '坠': 1541, '坡': 1542, '坤': 1543, '坦': 1544, '坨': 1545, '坪': 1546, '坯': 1547, '坳': 1548, '坵': 1549, '坷': 1550, '垂': 1551, '垃': 1552, '垄': 1553, '型': 1554, '垒': 1555, '垚': 1556, '垛': 1557, '垠': 1558, '垢': 1559, '垣': 1560, '垦': 1561, '垩': 1562, '垫': 1563, '垭': 1564, '垮': 1565, '垵': 1566, '埂': 1567, '埃': 1568, '埋': 1569, '城': 1570, '埔': 1571, '埕': 1572, '埗': 1573, '域': 1574, '埠': 1575, '埤': 1576, '埵': 1577, '執': 1578, '埸': 1579, '培': 1580, '基': 1581, '埼': 1582, '堀': 1583, '堂': 1584, '堃': 1585, '堅': 1586, '堆': 1587, '堇': 1588, '堑': 1589, '堕': 1590, '堙': 1591, '堡': 1592, '堤': 1593, '堪': 1594, '堯': 1595, '堰': 1596, '報': 1597, '場': 1598, '堵': 1599, '堺': 1600, '堿': 1601, '塊': 1602, '塌': 1603, '塑': 1604, '塔': 1605, '塗': 1606, '塘': 1607, '塚': 1608, '塞': 1609, '塢': 1610, '塩': 1611, '填': 1612, '塬': 1613, '塭': 1614, '塵': 1615, '塾': 1616, '墀': 1617, '境': 1618, '墅': 1619, '墉': 1620, '墊': 1621, '墒': 1622, '墓': 1623, '増': 1624, '墘': 1625, '墙': 1626, '墜': 1627, '增': 1628, '墟': 1629, '墨': 1630, '墩': 1631, '墮': 1632, '墳': 1633, '墻': 1634, '墾': 1635, '壁': 1636, '壅': 1637, '壆': 1638, '壇': 1639, '壊': 1640, '壑': 1641, '壓': 1642, '壕': 1643, '壘': 1644, '壞': 1645, '壟': 1646, '壢': 1647, '壤': 1648, '壩': 1649, '士': 1650, '壬': 1651, '壮': 1652, '壯': 1653, '声': 1654, '売': 1655, '壳': 1656, '壶': 1657, '壹': 1658, '壺': 1659, '壽': 1660, '处': 1661, '备': 1662, '変': 1663, '复': 1664, '夏': 1665, '夔': 1666, '夕': 1667, '外': 1668, '夙': 1669, '多': 1670, '夜': 1671, '够': 1672, '夠': 1673, '夢': 1674, '夥': 1675, '大': 1676, '天': 1677, '太': 1678, '夫': 1679, '夭': 1680, '央': 1681, '夯': 1682, '失': 1683, '头': 1684, '夷': 1685, '夸': 1686, '夹': 1687, '夺': 1688, '夾': 1689, '奂': 1690, '奄': 1691, '奇': 1692, '奈': 1693, '奉': 1694, '奋': 1695, '奎': 1696, '奏': 1697, '奐': 1698, '契': 1699, '奔': 1700, '奕': 1701, '奖': 1702, '套': 1703, '奘': 1704, '奚': 1705, '奠': 1706, '奢': 1707, '奥': 1708, '奧': 1709, '奪': 1710, '奬': 1711, '奮': 1712, '女': 1713, '奴': 1714, '奶': 1715, '奸': 1716, '她': 1717, '好': 1718, '如': 1719, '妃': 1720, '妄': 1721, '妆': 1722, '妇': 1723, '妈': 1724, '妊': 1725, '妍': 1726, '妒': 1727, '妓': 1728, '妖': 1729, '妘': 1730, '妙': 1731, '妝': 1732, '妞': 1733, '妣': 1734, '妤': 1735, '妥': 1736, '妨': 1737, '妩': 1738, '妪': 1739, '妮': 1740, '妲': 1741, '妳': 1742, '妹': 1743, '妻': 1744, '妾': 1745, '姆': 1746, '姉': 1747, '姊': 1748, '始': 1749, '姍': 1750, '姐': 1751, '姑': 1752, '姒': 1753, '姓': 1754, '委': 1755, '姗': 1756, '姚': 1757, '姜': 1758, '姝': 1759, '姣': 1760, '姥': 1761, '姦': 1762, '姨': 1763, '姪': 1764, '姫': 1765, '姬': 1766, '姹': 1767, '姻': 1768, '姿': 1769, '威': 1770, '娃': 1771, '娄': 1772, '娅': 1773, '娆': 1774, '娇': 1775, '娉': 1776, '娑': 1777, '娓': 1778, '娘': 1779, '娛': 1780, '娜': 1781, '娟': 1782, '娠': 1783, '娣': 1784, '娥': 1785, '娩': 1786, '娱': 1787, '娲': 1788, '娴': 1789, '娶': 1790, '娼': 1791, '婀': 1792, '婁': 1793, '婆': 1794, '婉': 1795, '婊': 1796, '婕': 1797, '婚': 1798, '婢': 1799, '婦': 1800, '婧': 1801, '婪': 1802, '婭': 1803, '婴': 1804, '婵': 1805, '婶': 1806, '婷': 1807, '婺': 1808, '婿': 1809, '媒': 1810, '媚': 1811, '媛': 1812, '媞': 1813, '媧': 1814, '媲': 1815, '媳': 1816, '媽': 1817, '媾': 1818, '嫁': 1819, '嫂': 1820, '嫉': 1821, '嫌': 1822, '嫑': 1823, '嫔': 1824, '嫖': 1825, '嫘': 1826, '嫚': 1827, '嫡': 1828, '嫣': 1829, '嫦': 1830, '嫩': 1831, '嫲': 1832, '嫵': 1833, '嫻': 1834, '嬅': 1835, '嬉': 1836, '嬌': 1837, '嬗': 1838, '嬛': 1839, '嬢': 1840, '嬤': 1841, '嬪': 1842, '嬰': 1843, '嬴': 1844, '嬷': 1845, '嬸': 1846, '嬿': 1847, '孀': 1848, '孃': 1849, '子': 1850, '孑': 1851, '孔': 1852, '孕': 1853, '孖': 1854, '字': 1855, '存': 1856, '孙': 1857, '孚': 1858, '孛': 1859, '孜': 1860, '孝': 1861, '孟': 1862, '孢': 1863, '季': 1864, '孤': 1865, '学': 1866, '孩': 1867, '孪': 1868, '孫': 1869, '孬': 1870, '孰': 1871, '孱': 1872, '孳': 1873, '孵': 1874, '學': 1875, '孺': 1876, '孽': 1877, '孿': 1878, '宁': 1879, '它': 1880, '宅': 1881, '宇': 1882, '守': 1883, '安': 1884, '宋': 1885, '完': 1886, '宏': 1887, '宓': 1888, '宕': 1889, '宗': 1890, '官': 1891, '宙': 1892, '定': 1893, '宛': 1894, '宜': 1895, '宝': 1896, '实': 1897, '実': 1898, '宠': 1899, '审': 1900, '客': 1901, '宣': 1902, '室': 1903, '宥': 1904, '宦': 1905, '宪': 1906, '宫': 1907, '宮': 1908, '宰': 1909, '害': 1910, '宴': 1911, '宵': 1912, '家': 1913, '宸': 1914, '容': 1915, '宽': 1916, '宾': 1917, '宿': 1918, '寂': 1919, '寄': 1920, '寅': 1921, '密': 1922, '寇': 1923, '富': 1924, '寐': 1925, '寒': 1926, '寓': 1927, '寛': 1928, '寝': 1929, '寞': 1930, '察': 1931, '寡': 1932, '寢': 1933, '寥': 1934, '實': 1935, '寧': 1936, '寨': 1937, '審': 1938, '寫': 1939, '寬': 1940, '寮': 1941, '寰': 1942, '寵': 1943, '寶': 1944, '寸': 1945, '对': 1946, '寺': 1947, '寻': 1948, '导': 1949, '対': 1950, '寿': 1951, '封': 1952, '専': 1953, '射': 1954, '将': 1955, '將': 1956, '專': 1957, '尉': 1958, '尊': 1959, '尋': 1960, '對': 1961, '導': 1962, '小': 1963, '少': 1964, '尔': 1965, '尕': 1966, '尖': 1967, '尘': 1968, '尚': 1969, '尝': 1970, '尤': 1971, '尧': 1972, '尬': 1973, '就': 1974, '尴': 1975, '尷': 1976, '尸': 1977, '尹': 1978, '尺': 1979, '尻': 1980, '尼': 1981, '尽': 1982, '尾': 1983, '尿': 1984, '局': 1985, '屁': 1986, '层': 1987, '屄': 1988, '居': 1989, '屆': 1990, '屈': 1991, '屉': 1992, '届': 1993, '屋': 1994, '屌': 1995, '屍': 1996, '屎': 1997, '屏': 1998, '屐': 1999, '屑': 2000, '展': 2001, '屜': 2002, '属': 2003, '屠': 2004, '屡': 2005, '屢': 2006, '層': 2007, '履': 2008, '屬': 2009, '屯': 2010, '山': 2011, '屹': 2012, '屿': 2013, '岀': 2014, '岁': 2015, '岂': 2016, '岌': 2017, '岐': 2018, '岑': 2019, '岔': 2020, '岖': 2021, '岗': 2022, '岘': 2023, '岙': 2024, '岚': 2025, '岛': 2026, '岡': 2027, '岩': 2028, '岫': 2029, '岬': 2030, '岭': 2031, '岱': 2032, '岳': 2033, '岷': 2034, '岸': 2035, '峇': 2036, '峋': 2037, '峒': 2038, '峙': 2039, '峡': 2040, '峤': 2041, '峥': 2042, '峦': 2043, '峨': 2044, '峪': 2045, '峭': 2046, '峯': 2047, '峰': 2048, '峴': 2049, '島': 2050, '峻': 2051, '峽': 2052, '崁': 2053, '崂': 2054, '崆': 2055, '崇': 2056, '崎': 2057, '崑': 2058, '崔': 2059, '崖': 2060, '崗': 2061, '崙': 2062, '崛': 2063, '崧': 2064, '崩': 2065, '崭': 2066, '崴': 2067, '崽': 2068, '嵇': 2069, '嵊': 2070, '嵋': 2071, '嵌': 2072, '嵐': 2073, '嵘': 2074, '嵩': 2075, '嵬': 2076, '嵯': 2077, '嶂': 2078, '嶄': 2079, '嶇': 2080, '嶋': 2081, '嶙': 2082, '嶺': 2083, '嶼': 2084, '嶽': 2085, '巅': 2086, '巍': 2087, '巒': 2088, '巔': 2089, '巖': 2090, '川': 2091, '州': 2092, '巡': 2093, '巢': 2094, '工': 2095, '左': 2096, '巧': 2097, '巨': 2098, '巩': 2099, '巫': 2100, '差': 2101, '己': 2102, '已': 2103, '巳': 2104, '巴': 2105, '巷': 2106, '巻': 2107, '巽': 2108, '巾': 2109, '巿': 2110, '币': 2111, '市': 2112, '布': 2113, '帅': 2114, '帆': 2115, '师': 2116, '希': 2117, '帐': 2118, '帑': 2119, '帕': 2120, '帖': 2121, '帘': 2122, '帚': 2123, '帛': 2124, '帜': 2125, '帝': 2126, '帥': 2127, '带': 2128, '帧': 2129, '師': 2130, '席': 2131, '帮': 2132, '帯': 2133, '帰': 2134, '帳': 2135, '帶': 2136, '帷': 2137, '常': 2138, '帼': 2139, '帽': 2140, '幀': 2141, '幂': 2142, '幄': 2143, '幅': 2144, '幌': 2145, '幔': 2146, '幕': 2147, '幟': 2148, '幡': 2149, '幢': 2150, '幣': 2151, '幫': 2152, '干': 2153, '平': 2154, '年': 2155, '并': 2156, '幸': 2157, '幹': 2158, '幺': 2159, '幻': 2160, '幼': 2161, '幽': 2162, '幾': 2163, '广': 2164, '庁': 2165, '広': 2166, '庄': 2167, '庆': 2168, '庇': 2169, '床': 2170, '序': 2171, '庐': 2172, '库': 2173, '应': 2174, '底': 2175, '庖': 2176, '店': 2177, '庙': 2178, '庚': 2179, '府': 2180, '庞': 2181, '废': 2182, '庠': 2183, '度': 2184, '座': 2185, '庫': 2186, '庭': 2187, '庵': 2188, '庶': 2189, '康': 2190, '庸': 2191, '庹': 2192, '庾': 2193, '廁': 2194, '廂': 2195, '廃': 2196, '廈': 2197, '廉': 2198, '廊': 2199, '廓': 2200, '廖': 2201, '廚': 2202, '廝': 2203, '廟': 2204, '廠': 2205, '廢': 2206, '廣': 2207, '廬': 2208, '廳': 2209, '延': 2210, '廷': 2211, '建': 2212, '廿': 2213, '开': 2214, '弁': 2215, '异': 2216, '弃': 2217, '弄': 2218, '弈': 2219, '弊': 2220, '弋': 2221, '式': 2222, '弑': 2223, '弒': 2224, '弓': 2225, '弔': 2226, '引': 2227, '弗': 2228, '弘': 2229, '弛': 2230, '弟': 2231, '张': 2232, '弥': 2233, '弦': 2234, '弧': 2235, '弩': 2236, '弭': 2237, '弯': 2238, '弱': 2239, '張': 2240, '強': 2241, '弹': 2242, '强': 2243, '弼': 2244, '弾': 2245, '彅': 2246, '彆': 2247, '彈': 2248, '彌': 2249, '彎': 2250, '归': 2251, '当': 2252, '录': 2253, '彗': 2254, '彙': 2255, '彝': 2256, '形': 2257, '彤': 2258, '彥': 2259, '彦': 2260, '彧': 2261, '彩': 2262, '彪': 2263, '彫': 2264, '彬': 2265, '彭': 2266, '彰': 2267, '影': 2268, '彷': 2269, '役': 2270, '彻': 2271, '彼': 2272, '彿': 2273, '往': 2274, '征': 2275, '径': 2276, '待': 2277, '徇': 2278, '很': 2279, '徉': 2280, '徊': 2281, '律': 2282, '後': 2283, '徐': 2284, '徑': 2285, '徒': 2286, '従': 2287, '徕': 2288, '得': 2289, '徘': 2290, '徙': 2291, '徜': 2292, '從': 2293, '徠': 2294, '御': 2295, '徨': 2296, '復': 2297, '循': 2298, '徬': 2299, '微': 2300, '徳': 2301, '徴': 2302, '徵': 2303, '德': 2304, '徹': 2305, '徼': 2306, '徽': 2307, '心': 2308, '必': 2309, '忆': 2310, '忌': 2311, '忍': 2312, '忏': 2313, '忐': 2314, '忑': 2315, '忒': 2316, '忖': 2317, '志': 2318, '忘': 2319, '忙': 2320, '応': 2321, '忠': 2322, '忡': 2323, '忤': 2324, '忧': 2325, '忪': 2326, '快': 2327, '忱': 2328, '念': 2329, '忻': 2330, '忽': 2331, '忿': 2332, '怀': 2333, '态': 2334, '怂': 2335, '怅': 2336, '怆': 2337, '怎': 2338, '怏': 2339, '怒': 2340, '怔': 2341, '怕': 2342, '怖': 2343, '怙': 2344, '怜': 2345, '思': 2346, '怠': 2347, '怡': 2348, '急': 2349, '怦': 2350, '性': 2351, '怨': 2352, '怪': 2353, '怯': 2354, '怵': 2355, '总': 2356, '怼': 2357, '恁': 2358, '恃': 2359, '恆': 2360, '恋': 2361, '恍': 2362, '恐': 2363, '恒': 2364, '恕': 2365, '恙': 2366, '恚': 2367, '恢': 2368, '恣': 2369, '恤': 2370, '恥': 2371, '恨': 2372, '恩': 2373, '恪': 2374, '恫': 2375, '恬': 2376, '恭': 2377, '息': 2378, '恰': 2379, '恳': 2380, '恵': 2381, '恶': 2382, '恸': 2383, '恺': 2384, '恻': 2385, '恼': 2386, '恿': 2387, '悄': 2388, '悅': 2389, '悉': 2390, '悌': 2391, '悍': 2392, '悔': 2393, '悖': 2394, '悚': 2395, '悟': 2396, '悠': 2397, '患': 2398, '悦': 2399, '您': 2400, '悩': 2401, '悪': 2402, '悬': 2403, '悯': 2404, '悱': 2405, '悲': 2406, '悴': 2407, '悵': 2408, '悶': 2409, '悸': 2410, '悻': 2411, '悼': 2412, '悽': 2413, '情': 2414, '惆': 2415, '惇': 2416, '惊': 2417, '惋': 2418, '惑': 2419, '惕': 2420, '惘': 2421, '惚': 2422, '惜': 2423, '惟': 2424, '惠': 2425, '惡': 2426, '惦': 2427, '惧': 2428, '惨': 2429, '惩': 2430, '惫': 2431, '惬': 2432, '惭': 2433, '惮': 2434, '惯': 2435, '惰': 2436, '惱': 2437, '想': 2438, '惴': 2439, '惶': 2440, '惹': 2441, '惺': 2442, '愁': 2443, '愆': 2444, '愈': 2445, '愉': 2446, '愍': 2447, '意': 2448, '愕': 2449, '愚': 2450, '愛': 2451, '愜': 2452, '感': 2453, '愣': 2454, '愤': 2455, '愧': 2456, '愫': 2457, '愷': 2458, '愿': 2459, '慄': 2460, '慈': 2461, '態': 2462, '慌': 2463, '慎': 2464, '慑': 2465, '慕': 2466, '慘': 2467, '慚': 2468, '慟': 2469, '慢': 2470, '慣': 2471, '慧': 2472, '慨': 2473, '慫': 2474, '慮': 2475, '慰': 2476, '慳': 2477, '慵': 2478, '慶': 2479, '慷': 2480, '慾': 2481, '憂': 2482, '憊': 2483, '憋': 2484, '憎': 2485, '憐': 2486, '憑': 2487, '憔': 2488, '憚': 2489, '憤': 2490, '憧': 2491, '憨': 2492, '憩': 2493, '憫': 2494, '憬': 2495, '憲': 2496, '憶': 2497, '憾': 2498, '懂': 2499, '懇': 2500, '懈': 2501, '應': 2502, '懊': 2503, '懋': 2504, '懑': 2505, '懒': 2506, '懦': 2507, '懲': 2508, '懵': 2509, '懶': 2510, '懷': 2511, '懸': 2512, '懺': 2513, '懼': 2514, '懾': 2515, '懿': 2516, '戀': 2517, '戈': 2518, '戊': 2519, '戌': 2520, '戍': 2521, '戎': 2522, '戏': 2523, '成': 2524, '我': 2525, '戒': 2526, '戕': 2527, '或': 2528, '战': 2529, '戚': 2530, '戛': 2531, '戟': 2532, '戡': 2533, '戦': 2534, '截': 2535, '戬': 2536, '戮': 2537, '戰': 2538, '戲': 2539, '戳': 2540, '戴': 2541, '戶': 2542, '户': 2543, '戸': 2544, '戻': 2545, '戾': 2546, '房': 2547, '所': 2548, '扁': 2549, '扇': 2550, '扈': 2551, '扉': 2552, '手': 2553, '才': 2554, '扎': 2555, '扑': 2556, '扒': 2557, '打': 2558, '扔': 2559, '払': 2560, '托': 2561, '扛': 2562, '扣': 2563, '扦': 2564, '执': 2565, '扩': 2566, '扪': 2567, '扫': 2568, '扬': 2569, '扭': 2570, '扮': 2571, '扯': 2572, '扰': 2573, '扱': 2574, '扳': 2575, '扶': 2576, '批': 2577, '扼': 2578, '找': 2579, '承': 2580, '技': 2581, '抄': 2582, '抉': 2583, '把': 2584, '抑': 2585, '抒': 2586, '抓': 2587, '投': 2588, '抖': 2589, '抗': 2590, '折': 2591, '抚': 2592, '抛': 2593, '抜': 2594, '択': 2595, '抟': 2596, '抠': 2597, '抡': 2598, '抢': 2599, '护': 2600, '报': 2601, '抨': 2602, '披': 2603, '抬': 2604, '抱': 2605, '抵': 2606, '抹': 2607, '押': 2608, '抽': 2609, '抿': 2610, '拂': 2611, '拄': 2612, '担': 2613, '拆': 2614, '拇': 2615, '拈': 2616, '拉': 2617, '拋': 2618, '拌': 2619, '拍': 2620, '拎': 2621, '拐': 2622, '拒': 2623, '拓': 2624, '拔': 2625, '拖': 2626, '拗': 2627, '拘': 2628, '拙': 2629, '拚': 2630, '招': 2631, '拜': 2632, '拟': 2633, '拡': 2634, '拢': 2635, '拣': 2636, '拥': 2637, '拦': 2638, '拧': 2639, '拨': 2640, '择': 2641, '括': 2642, '拭': 2643, '拮': 2644, '拯': 2645, '拱': 2646, '拳': 2647, '拴': 2648, '拷': 2649, '拼': 2650, '拽': 2651, '拾': 2652, '拿': 2653, '持': 2654, '挂': 2655, '指': 2656, '挈': 2657, '按': 2658, '挎': 2659, '挑': 2660, '挖': 2661, '挙': 2662, '挚': 2663, '挛': 2664, '挝': 2665, '挞': 2666, '挟': 2667, '挠': 2668, '挡': 2669, '挣': 2670, '挤': 2671, '挥': 2672, '挨': 2673, '挪': 2674, '挫': 2675, '振': 2676, '挲': 2677, '挹': 2678, '挺': 2679, '挽': 2680, '挾': 2681, '捂': 2682, '捅': 2683, '捆': 2684, '捉': 2685, '捋': 2686, '捌': 2687, '捍': 2688, '捎': 2689, '捏': 2690, '捐': 2691, '捕': 2692, '捞': 2693, '损': 2694, '捡': 2695, '换': 2696, '捣': 2697, '捧': 2698, '捨': 2699, '捩': 2700, '据': 2701, '捱': 2702, '捲': 2703, '捶': 2704, '捷': 2705, '捺': 2706, '捻': 2707, '掀': 2708, '掂': 2709, '掃': 2710, '掇': 2711, '授': 2712, '掉': 2713, '掌': 2714, '掏': 2715, '掐': 2716, '排': 2717, '掖': 2718, '掘': 2719, '掙': 2720, '掛': 2721, '掠': 2722, '採': 2723, '探': 2724, '掣': 2725, '接': 2726, '控': 2727, '推': 2728, '掩': 2729, '措': 2730, '掬': 2731, '掰': 2732, '掲': 2733, '掳': 2734, '掴': 2735, '掷': 2736, '掸': 2737, '掺': 2738, '揀': 2739, '揃': 2740, '揄': 2741, '揆': 2742, '揉': 2743, '揍': 2744, '描': 2745, '提': 2746, '插': 2747, '揖': 2748, '揚': 2749, '換': 2750, '握': 2751, '揣': 2752, '揩': 2753, '揪': 2754, '揭': 2755, '揮': 2756, '援': 2757, '揶': 2758, '揸': 2759, '揹': 2760, '揽': 2761, '搀': 2762, '搁': 2763, '搂': 2764, '搅': 2765, '損': 2766, '搏': 2767, '搐': 2768, '搓': 2769, '搔': 2770, '搖': 2771, '搗': 2772, '搜': 2773, '搞': 2774, '搡': 2775, '搪': 2776, '搬': 2777, '搭': 2778, '搵': 2779, '搶': 2780, '携': 2781, '搽': 2782, '摀': 2783, '摁': 2784, '摄': 2785, '摆': 2786, '摇': 2787, '摈': 2788, '摊': 2789, '摒': 2790, '摔': 2791, '摘': 2792, '摞': 2793, '摟': 2794, '摧': 2795, '摩': 2796, '摯': 2797, '摳': 2798, '摸': 2799, '摹': 2800, '摺': 2801, '摻': 2802, '撂': 2803, '撃': 2804, '撅': 2805, '撇': 2806, '撈': 2807, '撐': 2808, '撑': 2809, '撒': 2810, '撓': 2811, '撕': 2812, '撚': 2813, '撞': 2814, '撤': 2815, '撥': 2816, '撩': 2817, '撫': 2818, '撬': 2819, '播': 2820, '撮': 2821, '撰': 2822, '撲': 2823, '撵': 2824, '撷': 2825, '撸': 2826, '撻': 2827, '撼': 2828, '撿': 2829, '擀': 2830, '擁': 2831, '擂': 2832, '擄': 2833, '擅': 2834, '擇': 2835, '擊': 2836, '擋': 2837, '操': 2838, '擎': 2839, '擒': 2840, '擔': 2841, '擘': 2842, '據': 2843, '擞': 2844, '擠': 2845, '擡': 2846, '擢': 2847, '擦': 2848, '擬': 2849, '擰': 2850, '擱': 2851, '擲': 2852, '擴': 2853, '擷': 2854, '擺': 2855, '擼': 2856, '擾': 2857, '攀': 2858, '攏': 2859, '攒': 2860, '攔': 2861, '攘': 2862, '攙': 2863, '攜': 2864, '攝': 2865, '攞': 2866, '攢': 2867, '攣': 2868, '攤': 2869, '攥': 2870, '攪': 2871, '攫': 2872, '攬': 2873, '支': 2874, '收': 2875, '攸': 2876, '改': 2877, '攻': 2878, '放': 2879, '政': 2880, '故': 2881, '效': 2882, '敌': 2883, '敍': 2884, '敎': 2885, '敏': 2886, '救': 2887, '敕': 2888, '敖': 2889, '敗': 2890, '敘': 2891, '教': 2892, '敛': 2893, '敝': 2894, '敞': 2895, '敢': 2896, '散': 2897, '敦': 2898, '敬': 2899, '数': 2900, '敲': 2901, '整': 2902, '敵': 2903, '敷': 2904, '數': 2905, '斂': 2906, '斃': 2907, '文': 2908, '斋': 2909, '斌': 2910, '斎': 2911, '斐': 2912, '斑': 2913, '斓': 2914, '斗': 2915, '料': 2916, '斛': 2917, '斜': 2918, '斟': 2919, '斡': 2920, '斤': 2921, '斥': 2922, '斧': 2923, '斩': 2924, '斫': 2925, '斬': 2926, '断': 2927, '斯': 2928, '新': 2929, '斷': 2930, '方': 2931, '於': 2932, '施': 2933, '旁': 2934, '旃': 2935, '旅': 2936, '旋': 2937, '旌': 2938, '旎': 2939, '族': 2940, '旖': 2941, '旗': 2942, '无': 2943, '既': 2944, '日': 2945, '旦': 2946, '旧': 2947, '旨': 2948, '早': 2949, '旬': 2950, '旭': 2951, '旮': 2952, '旱': 2953, '时': 2954, '旷': 2955, '旺': 2956, '旻': 2957, '昀': 2958, '昂': 2959, '昆': 2960, '昇': 2961, '昉': 2962, '昊': 2963, '昌': 2964, '明': 2965, '昏': 2966, '易': 2967, '昔': 2968, '昕': 2969, '昙': 2970, '星': 2971, '映': 2972, '春': 2973, '昧': 2974, '昨': 2975, '昭': 2976, '是': 2977, '昱': 2978, '昴': 2979, '昵': 2980, '昶': 2981, '昼': 2982, '显': 2983, '晁': 2984, '時': 2985, '晃': 2986, '晉': 2987, '晋': 2988, '晌': 2989, '晏': 2990, '晒': 2991, '晓': 2992, '晔': 2993, '晕': 2994, '晖': 2995, '晗': 2996, '晚': 2997, '晝': 2998, '晞': 2999, '晟': 3000, '晤': 3001, '晦': 3002, '晨': 3003, '晩': 3004, '普': 3005, '景': 3006, '晰': 3007, '晴': 3008, '晶': 3009, '晷': 3010, '智': 3011, '晾': 3012, '暂': 3013, '暄': 3014, '暇': 3015, '暈': 3016, '暉': 3017, '暌': 3018, '暐': 3019, '暑': 3020, '暖': 3021, '暗': 3022, '暝': 3023, '暢': 3024, '暧': 3025, '暨': 3026, '暫': 3027, '暮': 3028, '暱': 3029, '暴': 3030, '暸': 3031, '暹': 3032, '曄': 3033, '曆': 3034, '曇': 3035, '曉': 3036, '曖': 3037, '曙': 3038, '曜': 3039, '曝': 3040, '曠': 3041, '曦': 3042, '曬': 3043, '曰': 3044, '曲': 3045, '曳': 3046, '更': 3047, '書': 3048, '曹': 3049, '曼': 3050, '曾': 3051, '替': 3052, '最': 3053, '會': 3054, '月': 3055, '有': 3056, '朋': 3057, '服': 3058, '朐': 3059, '朔': 3060, '朕': 3061, '朗': 3062, '望': 3063, '朝': 3064, '期': 3065, '朦': 3066, '朧': 3067, '木': 3068, '未': 3069, '末': 3070, '本': 3071, '札': 3072, '朮': 3073, '术': 3074, '朱': 3075, '朴': 3076, '朵': 3077, '机': 3078, '朽': 3079, '杀': 3080, '杂': 3081, '权': 3082, '杆': 3083, '杈': 3084, '杉': 3085, '李': 3086, '杏': 3087, '材': 3088, '村': 3089, '杓': 3090, '杖': 3091, '杜': 3092, '杞': 3093, '束': 3094, '杠': 3095, '条': 3096, '来': 3097, '杨': 3098, '杭': 3099, '杯': 3100, '杰': 3101, '東': 3102, '杳': 3103, '杵': 3104, '杷': 3105, '杼': 3106, '松': 3107, '板': 3108, '极': 3109, '构': 3110, '枇': 3111, '枉': 3112, '枋': 3113, '析': 3114, '枕': 3115, '林': 3116, '枚': 3117, '果': 3118, '枝': 3119, '枢': 3120, '枣': 3121, '枪': 3122, '枫': 3123, '枭': 3124, '枯': 3125, '枰': 3126, '枱': 3127, '枳': 3128, '架': 3129, '枷': 3130, '枸': 3131, '柄': 3132, '柏': 3133, '某': 3134, '柑': 3135, '柒': 3136, '染': 3137, '柔': 3138, '柘': 3139, '柚': 3140, '柜': 3141, '柞': 3142, '柠': 3143, '柢': 3144, '查': 3145, '柩': 3146, '柬': 3147, '柯': 3148, '柱': 3149, '柳': 3150, '柴': 3151, '柵': 3152, '査': 3153, '柿': 3154, '栀': 3155, '栃': 3156, '栄': 3157, '栅': 3158, '标': 3159, '栈': 3160, '栉': 3161, '栋': 3162, '栎': 3163, '栏': 3164, '树': 3165, '栓': 3166, '栖': 3167, '栗': 3168, '校': 3169, '栩': 3170, '株': 3171, '样': 3172, '核': 3173, '根': 3174, '格': 3175, '栽': 3176, '栾': 3177, '桀': 3178, '桁': 3179, '桂': 3180, '桃': 3181, '桅': 3182, '框': 3183, '案': 3184, '桉': 3185, '桌': 3186, '桎': 3187, '桐': 3188, '桑': 3189, '桓': 3190, '桔': 3191, '桜': 3192, '桠': 3193, '桡': 3194, '桢': 3195, '档': 3196, '桥': 3197, '桦': 3198, '桧': 3199, '桨': 3200, '桩': 3201, '桶': 3202, '桿': 3203, '梁': 3204, '梅': 3205, '梆': 3206, '梏': 3207, '梓': 3208, '梗': 3209, '條': 3210, '梟': 3211, '梢': 3212, '梦': 3213, '梧': 3214, '梨': 3215, '梭': 3216, '梯': 3217, '械': 3218, '梳': 3219, '梵': 3220, '梶': 3221, '检': 3222, '棂': 3223, '棄': 3224, '棉': 3225, '棋': 3226, '棍': 3227, '棒': 3228, '棕': 3229, '棗': 3230, '棘': 3231, '棚': 3232, '棟': 3233, '棠': 3234, '棣': 3235, '棧': 3236, '森': 3237, '棱': 3238, '棲': 3239, '棵': 3240, '棹': 3241, '棺': 3242, '椁': 3243, '椅': 3244, '椋': 3245, '植': 3246, '椎': 3247, '椒': 3248, '検': 3249, '椪': 3250, '椭': 3251, '椰': 3252, '椹': 3253, '椽': 3254, '椿': 3255, '楂': 3256, '楊': 3257, '楓': 3258, '楔': 3259, '楚': 3260, '楝': 3261, '楞': 3262, '楠': 3263, '楣': 3264, '楨': 3265, '楫': 3266, '業': 3267, '楮': 3268, '極': 3269, '楷': 3270, '楸': 3271, '楹': 3272, '楼': 3273, '楽': 3274, '概': 3275, '榄': 3276, '榆': 3277, '榈': 3278, '榉': 3279, '榔': 3280, '榕': 3281, '榖': 3282, '榛': 3283, '榜': 3284, '榨': 3285, '榫': 3286, '榭': 3287, '榮': 3288, '榱': 3289, '榴': 3290, '榷': 3291, '榻': 3292, '槁': 3293, '槃': 3294, '構': 3295, '槌': 3296, '槍': 3297, '槎': 3298, '槐': 3299, '槓': 3300, '様': 3301, '槛': 3302, '槟': 3303, '槤': 3304, '槭': 3305, '槲': 3306, '槳': 3307, '槻': 3308, '槽': 3309, '槿': 3310, '樁': 3311, '樂': 3312, '樊': 3313, '樑': 3314, '樓': 3315, '標': 3316, '樞': 3317, '樟': 3318, '模': 3319, '樣': 3320, '権': 3321, '横': 3322, '樫': 3323, '樯': 3324, '樱': 3325, '樵': 3326, '樸': 3327, '樹': 3328, '樺': 3329, '樽': 3330, '樾': 3331, '橄': 3332, '橇': 3333, '橋': 3334, '橐': 3335, '橘': 3336, '橙': 3337, '機': 3338, '橡': 3339, '橢': 3340, '橫': 3341, '橱': 3342, '橹': 3343, '橼': 3344, '檀': 3345, '檄': 3346, '檎': 3347, '檐': 3348, '檔': 3349, '檗': 3350, '檜': 3351, '檢': 3352, '檬': 3353, '檯': 3354, '檳': 3355, '檸': 3356, '檻': 3357, '櫃': 3358, '櫚': 3359, '櫛': 3360, '櫥': 3361, '櫸': 3362, '櫻': 3363, '欄': 3364, '權': 3365, '欒': 3366, '欖': 3367, '欠': 3368, '次': 3369, '欢': 3370, '欣': 3371, '欧': 3372, '欲': 3373, '欸': 3374, '欺': 3375, '欽': 3376, '款': 3377, '歆': 3378, '歇': 3379, '歉': 3380, '歌': 3381, '歎': 3382, '歐': 3383, '歓': 3384, '歙': 3385, '歛': 3386, '歡': 3387, '止': 3388, '正': 3389, '此': 3390, '步': 3391, '武': 3392, '歧': 3393, '歩': 3394, '歪': 3395, '歯': 3396, '歲': 3397, '歳': 3398, '歴': 3399, '歷': 3400, '歸': 3401, '歹': 3402, '死': 3403, '歼': 3404, '殁': 3405, '殃': 3406, '殆': 3407, '殇': 3408, '殉': 3409, '殊': 3410, '残': 3411, '殒': 3412, '殓': 3413, '殖': 3414, '殘': 3415, '殞': 3416, '殡': 3417, '殤': 3418, '殭': 3419, '殯': 3420, '殲': 3421, '殴': 3422, '段': 3423, '殷': 3424, '殺': 3425, '殼': 3426, '殿': 3427, '毀': 3428, '毁': 3429, '毂': 3430, '毅': 3431, '毆': 3432, '毋': 3433, '母': 3434, '毎': 3435, '每': 3436, '毒': 3437, '毓': 3438, '比': 3439, '毕': 3440, '毗': 3441, '毘': 3442, '毙': 3443, '毛': 3444, '毡': 3445, '毫': 3446, '毯': 3447, '毽': 3448, '氈': 3449, '氏': 3450, '氐': 3451, '民': 3452, '氓': 3453, '气': 3454, '氖': 3455, '気': 3456, '氙': 3457, '氛': 3458, '氟': 3459, '氡': 3460, '氢': 3461, '氣': 3462, '氤': 3463, '氦': 3464, '氧': 3465, '氨': 3466, '氪': 3467, '氫': 3468, '氮': 3469, '氯': 3470, '氰': 3471, '氲': 3472, '水': 3473, '氷': 3474, '永': 3475, '氹': 3476, '氾': 3477, '汀': 3478, '汁': 3479, '求': 3480, '汆': 3481, '汇': 3482, '汉': 3483, '汎': 3484, '汐': 3485, '汕': 3486, '汗': 3487, '汙': 3488, '汛': 3489, '汝': 3490, '汞': 3491, '江': 3492, '池': 3493, '污': 3494, '汤': 3495, '汨': 3496, '汩': 3497, '汪': 3498, '汰': 3499, '汲': 3500, '汴': 3501, '汶': 3502, '汹': 3503, '決': 3504, '汽': 3505, '汾': 3506, '沁': 3507, '沂': 3508, '沃': 3509, '沅': 3510, '沈': 3511, '沉': 3512, '沌': 3513, '沏': 3514, '沐': 3515, '沒': 3516, '沓': 3517, '沖': 3518, '沙': 3519, '沛': 3520, '沟': 3521, '没': 3522, '沢': 3523, '沣': 3524, '沥': 3525, '沦': 3526, '沧': 3527, '沪': 3528, '沫': 3529, '沭': 3530, '沮': 3531, '沱': 3532, '河': 3533, '沸': 3534, '油': 3535, '治': 3536, '沼': 3537, '沽': 3538, '沾': 3539, '沿': 3540, '況': 3541, '泄': 3542, '泉': 3543, '泊': 3544, '泌': 3545, '泓': 3546, '法': 3547, '泗': 3548, '泛': 3549, '泞': 3550, '泠': 3551, '泡': 3552, '波': 3553, '泣': 3554, '泥': 3555, '注': 3556, '泪': 3557, '泫': 3558, '泮': 3559, '泯': 3560, '泰': 3561, '泱': 3562, '泳': 3563, '泵': 3564, '泷': 3565, '泸': 3566, '泻': 3567, '泼': 3568, '泽': 3569, '泾': 3570, '洁': 3571, '洄': 3572, '洋': 3573, '洒': 3574, '洗': 3575, '洙': 3576, '洛': 3577, '洞': 3578, '津': 3579, '洩': 3580, '洪': 3581, '洮': 3582, '洱': 3583, '洲': 3584, '洵': 3585, '洶': 3586, '洸': 3587, '洹': 3588, '活': 3589, '洼': 3590, '洽': 3591, '派': 3592, '流': 3593, '浃': 3594, '浄': 3595, '浅': 3596, '浆': 3597, '浇': 3598, '浊': 3599, '测': 3600, '济': 3601, '浏': 3602, '浑': 3603, '浒': 3604, '浓': 3605, '浔': 3606, '浙': 3607, '浚': 3608, '浜': 3609, '浣': 3610, '浦': 3611, '浩': 3612, '浪': 3613, '浬': 3614, '浮': 3615, '浯': 3616, '浴': 3617, '海': 3618, '浸': 3619, '涂': 3620, '涅': 3621, '涇': 3622, '消': 3623, '涉': 3624, '涌': 3625, '涎': 3626, '涓': 3627, '涔': 3628, '涕': 3629, '涙': 3630, '涛': 3631, '涝': 3632, '涞': 3633, '涟': 3634, '涠': 3635, '涡': 3636, '涣': 3637, '涤': 3638, '润': 3639, '涧': 3640, '涨': 3641, '涩': 3642, '涪': 3643, '涮': 3644, '涯': 3645, '液': 3646, '涵': 3647, '涸': 3648, '涼': 3649, '涿': 3650, '淀': 3651, '淄': 3652, '淅': 3653, '淆': 3654, '淇': 3655, '淋': 3656, '淌': 3657, '淑': 3658, '淒': 3659, '淖': 3660, '淘': 3661, '淙': 3662, '淚': 3663, '淞': 3664, '淡': 3665, '淤': 3666, '淦': 3667, '淨': 3668, '淩': 3669, '淪': 3670, '淫': 3671, '淬': 3672, '淮': 3673, '深': 3674, '淳': 3675, '淵': 3676, '混': 3677, '淹': 3678, '淺': 3679, '添': 3680, '淼': 3681, '清': 3682, '済': 3683, '渉': 3684, '渊': 3685, '渋': 3686, '渍': 3687, '渎': 3688, '渐': 3689, '渔': 3690, '渗': 3691, '渙': 3692, '渚': 3693, '減': 3694, '渝': 3695, '渠': 3696, '渡': 3697, '渣': 3698, '渤': 3699, '渥': 3700, '渦': 3701, '温': 3702, '測': 3703, '渭': 3704, '港': 3705, '渲': 3706, '渴': 3707, '游': 3708, '渺': 3709, '渾': 3710, '湃': 3711, '湄': 3712, '湊': 3713, '湍': 3714, '湖': 3715, '湘': 3716, '湛': 3717, '湟': 3718, '湧': 3719, '湫': 3720, '湮': 3721, '湯': 3722, '湳': 3723, '湾': 3724, '湿': 3725, '満': 3726, '溃': 3727, '溅': 3728, '溉': 3729, '溏': 3730, '源': 3731, '準': 3732, '溜': 3733, '溝': 3734, '溟': 3735, '溢': 3736, '溥': 3737, '溧': 3738, '溪': 3739, '溫': 3740, '溯': 3741, '溱': 3742, '溴': 3743, '溶': 3744, '溺': 3745, '溼': 3746, '滁': 3747, '滂': 3748, '滄': 3749, '滅': 3750, '滇': 3751, '滋': 3752, '滌': 3753, '滑': 3754, '滓': 3755, '滔': 3756, '滕': 3757, '滙': 3758, '滚': 3759, '滝': 3760, '滞': 3761, '滟': 3762, '满': 3763, '滢': 3764, '滤': 3765, '滥': 3766, '滦': 3767, '滨': 3768, '滩': 3769, '滬': 3770, '滯': 3771, '滲': 3772, '滴': 3773, '滷': 3774, '滸': 3775, '滾': 3776, '滿': 3777, '漁': 3778, '漂': 3779, '漆': 3780, '漉': 3781, '漏': 3782, '漓': 3783, '演': 3784, '漕': 3785, '漠': 3786, '漢': 3787, '漣': 3788, '漩': 3789, '漪': 3790, '漫': 3791, '漬': 3792, '漯': 3793, '漱': 3794, '漲': 3795, '漳': 3796, '漸': 3797, '漾': 3798, '漿': 3799, '潆': 3800, '潇': 3801, '潋': 3802, '潍': 3803, '潑': 3804, '潔': 3805, '潘': 3806, '潛': 3807, '潜': 3808, '潞': 3809, '潟': 3810, '潢': 3811, '潤': 3812, '潦': 3813, '潧': 3814, '潭': 3815, '潮': 3816, '潰': 3817, '潴': 3818, '潸': 3819, '潺': 3820, '潼': 3821, '澀': 3822, '澄': 3823, '澆': 3824, '澈': 3825, '澍': 3826, '澎': 3827, '澗': 3828, '澜': 3829, '澡': 3830, '澤': 3831, '澧': 3832, '澱': 3833, '澳': 3834, '澹': 3835, '激': 3836, '濁': 3837, '濂': 3838, '濃': 3839, '濑': 3840, '濒': 3841, '濕': 3842, '濘': 3843, '濛': 3844, '濟': 3845, '濠': 3846, '濡': 3847, '濤': 3848, '濫': 3849, '濬': 3850, '濮': 3851, '濯': 3852, '濱': 3853, '濺': 3854, '濾': 3855, '瀅': 3856, '瀆': 3857, '瀉': 3858, '瀋': 3859, '瀏': 3860, '瀑': 3861, '瀕': 3862, '瀘': 3863, '瀚': 3864, '瀛': 3865, '瀝': 3866, '瀞': 3867, '瀟': 3868, '瀧': 3869, '瀨': 3870, '瀬': 3871, '瀰': 3872, '瀾': 3873, '灌': 3874, '灏': 3875, '灑': 3876, '灘': 3877, '灝': 3878, '灞': 3879, '灣': 3880, '火': 3881, '灬': 3882, '灭': 3883, '灯': 3884, '灰': 3885, '灵': 3886, '灶': 3887, '灸': 3888, '灼': 3889, '災': 3890, '灾': 3891, '灿': 3892, '炀': 3893, '炁': 3894, '炅': 3895, '炉': 3896, '炊': 3897, '炎': 3898, '炒': 3899, '炔': 3900, '炕': 3901, '炖': 3902, '炙': 3903, '炜': 3904, '炫': 3905, '炬': 3906, '炭': 3907, '炮': 3908, '炯': 3909, '炳': 3910, '炷': 3911, '炸': 3912, '点': 3913, '為': 3914, '炼': 3915, '炽': 3916, '烁': 3917, '烂': 3918, '烃': 3919, '烈': 3920, '烊': 3921, '烏': 3922, '烘': 3923, '烙': 3924, '烛': 3925, '烟': 3926, '烤': 3927, '烦': 3928, '烧': 3929, '烨': 3930, '烩': 3931, '烫': 3932, '烬': 3933, '热': 3934, '烯': 3935, '烷': 3936, '烹': 3937, '烽': 3938, '焉': 3939, '焊': 3940, '焕': 3941, '焖': 3942, '焗': 3943, '焘': 3944, '焙': 3945, '焚': 3946, '焜': 3947, '無': 3948, '焦': 3949, '焯': 3950, '焰': 3951, '焱': 3952, '然': 3953, '焼': 3954, '煅': 3955, '煉': 3956, '煊': 3957, '煌': 3958, '煎': 3959, '煒': 3960, '煖': 3961, '煙': 3962, '煜': 3963, '煞': 3964, '煤': 3965, '煥': 3966, '煦': 3967, '照': 3968, '煨': 3969, '煩': 3970, '煮': 3971, '煲': 3972, '煸': 3973, '煽': 3974, '熄': 3975, '熊': 3976, '熏': 3977, '熒': 3978, '熔': 3979, '熙': 3980, '熟': 3981, '熠': 3982, '熨': 3983, '熬': 3984, '熱': 3985, '熵': 3986, '熹': 3987, '熾': 3988, '燁': 3989, '燃': 3990, '燄': 3991, '燈': 3992, '燉': 3993, '燊': 3994, '燎': 3995, '燒': 3996, '燔': 3997, '燕': 3998, '燙': 3999, '燜': 4000, '營': 4001, '燥': 4002, '燦': 4003, '燧': 4004, '燭': 4005, '燮': 4006, '燴': 4007, '燻': 4008, '燼': 4009, '燿': 4010, '爆': 4011, '爍': 4012, '爐': 4013, '爛': 4014, '爪': 4015, '爬': 4016, '爭': 4017, '爰': 4018, '爱': 4019, '爲': 4020, '爵': 4021, '父': 4022, '爷': 4023, '爸': 4024, '爹': 4025, '爺': 4026, '爻': 4027, '爽': 4028, '爾': 4029, '牆': 4030, '片': 4031, '版': 4032, '牌': 4033, '牍': 4034, '牒': 4035, '牙': 4036, '牛': 4037, '牝': 4038, '牟': 4039, '牠': 4040, '牡': 4041, '牢': 4042, '牦': 4043, '牧': 4044, '物': 4045, '牯': 4046, '牲': 4047, '牴': 4048, '牵': 4049, '特': 4050, '牺': 4051, '牽': 4052, '犀': 4053, '犁': 4054, '犄': 4055, '犊': 4056, '犍': 4057, '犒': 4058, '犢': 4059, '犧': 4060, '犬': 4061, '犯': 4062, '状': 4063, '犷': 4064, '犸': 4065, '犹': 4066, '狀': 4067, '狂': 4068, '狄': 4069, '狈': 4070, '狎': 4071, '狐': 4072, '狒': 4073, '狗': 4074, '狙': 4075, '狞': 4076, '狠': 4077, '狡': 4078, '狩': 4079, '独': 4080, '狭': 4081, '狮': 4082, '狰': 4083, '狱': 4084, '狸': 4085, '狹': 4086, '狼': 4087, '狽': 4088, '猎': 4089, '猕': 4090, '猖': 4091, '猗': 4092, '猙': 4093, '猛': 4094, '猜': 4095, '猝': 4096, '猥': 4097, '猩': 4098, '猪': 4099, '猫': 4100, '猬': 4101, '献': 4102, '猴': 4103, '猶': 4104, '猷': 4105, '猾': 4106, '猿': 4107, '獄': 4108, '獅': 4109, '獎': 4110, '獐': 4111, '獒': 4112, '獗': 4113, '獠': 4114, '獣': 4115, '獨': 4116, '獭': 4117, '獰': 4118, '獲': 4119, '獵': 4120, '獷': 4121, '獸': 4122, '獺': 4123, '獻': 4124, '獼': 4125, '獾': 4126, '玄': 4127, '率': 4128, '玉': 4129, '王': 4130, '玑': 4131, '玖': 4132, '玛': 4133, '玟': 4134, '玠': 4135, '玥': 4136, '玩': 4137, '玫': 4138, '玮': 4139, '环': 4140, '现': 4141, '玲': 4142, '玳': 4143, '玷': 4144, '玺': 4145, '玻': 4146, '珀': 4147, '珂': 4148, '珅': 4149, '珈': 4150, '珉': 4151, '珊': 4152, '珍': 4153, '珏': 4154, '珐': 4155, '珑': 4156, '珙': 4157, '珞': 4158, '珠': 4159, '珣': 4160, '珥': 4161, '珩': 4162, '珪': 4163, '班': 4164, '珮': 4165, '珲': 4166, '珺': 4167, '現': 4168, '球': 4169, '琅': 4170, '理': 4171, '琇': 4172, '琉': 4173, '琊': 4174, '琍': 4175, '琏': 4176, '琐': 4177, '琛': 4178, '琢': 4179, '琥': 4180, '琦': 4181, '琨': 4182, '琪': 4183, '琬': 4184, '琮': 4185, '琰': 4186, '琲': 4187, '琳': 4188, '琴': 4189, '琵': 4190, '琶': 4191, '琺': 4192, '琼': 4193, '瑀': 4194, '瑁': 4195, '瑄': 4196, '瑋': 4197, '瑕': 4198, '瑗': 4199, '瑙': 4200, '瑚': 4201, '瑛': 4202, '瑜': 4203, '瑞': 4204, '瑟': 4205, '瑠': 4206, '瑣': 4207, '瑤': 4208, '瑩': 4209, '瑪': 4210, '瑯': 4211, '瑰': 4212, '瑶': 4213, '瑾': 4214, '璀': 4215, '璁': 4216, '璃': 4217, '璇': 4218, '璉': 4219, '璋': 4220, '璎': 4221, '璐': 4222, '璜': 4223, '璞': 4224, '璟': 4225, '璧': 4226, '璨': 4227, '環': 4228, '璽': 4229, '璿': 4230, '瓊': 4231, '瓏': 4232, '瓒': 4233, '瓜': 4234, '瓢': 4235, '瓣': 4236, '瓤': 4237, '瓦': 4238, '瓮': 4239, '瓯': 4240, '瓴': 4241, '瓶': 4242, '瓷': 4243, '甄': 4244, '甌': 4245, '甕': 4246, '甘': 4247, '甙': 4248, '甚': 4249, '甜': 4250, '生': 4251, '產': 4252, '産': 4253, '甥': 4254, '甦': 4255, '用': 4256, '甩': 4257, '甫': 4258, '甬': 4259, '甭': 4260, '甯': 4261, '田': 4262, '由': 4263, '甲': 4264, '申': 4265, '电': 4266, '男': 4267, '甸': 4268, '町': 4269, '画': 4270, '甾': 4271, '畀': 4272, '畅': 4273, '界': 4274, '畏': 4275, '畑': 4276, '畔': 4277, '留': 4278, '畜': 4279, '畝': 4280, '畢': 4281, '略': 4282, '畦': 4283, '番': 4284, '畫': 4285, '異': 4286, '畲': 4287, '畳': 4288, '畴': 4289, '當': 4290, '畸': 4291, '畹': 4292, '畿': 4293, '疆': 4294, '疇': 4295, '疊': 4296, '疏': 4297, '疑': 4298, '疔': 4299, '疖': 4300, '疗': 4301, '疙': 4302, '疚': 4303, '疝': 4304, '疟': 4305, '疡': 4306, '疣': 4307, '疤': 4308, '疥': 4309, '疫': 4310, '疮': 4311, '疯': 4312, '疱': 4313, '疲': 4314, '疳': 4315, '疵': 4316, '疸': 4317, '疹': 4318, '疼': 4319, '疽': 4320, '疾': 4321, '痂': 4322, '病': 4323, '症': 4324, '痈': 4325, '痉': 4326, '痊': 4327, '痍': 4328, '痒': 4329, '痔': 4330, '痕': 4331, '痘': 4332, '痙': 4333, '痛': 4334, '痞': 4335, '痠': 4336, '痢': 4337, '痣': 4338, '痤': 4339, '痧': 4340, '痨': 4341, '痪': 4342, '痫': 4343, '痰': 4344, '痱': 4345, '痴': 4346, '痹': 4347, '痺': 4348, '痼': 4349, '痿': 4350, '瘀': 4351, '瘁': 4352, '瘋': 4353, '瘍': 4354, '瘓': 4355, '瘘': 4356, '瘙': 4357, '瘟': 4358, '瘠': 4359, '瘡': 4360, '瘢': 4361, '瘤': 4362, '瘦': 4363, '瘧': 4364, '瘩': 4365, '瘪': 4366, '瘫': 4367, '瘴': 4368, '瘸': 4369, '瘾': 4370, '療': 4371, '癇': 4372, '癌': 4373, '癒': 4374, '癖': 4375, '癜': 4376, '癞': 4377, '癡': 4378, '癢': 4379, '癣': 4380, '癥': 4381, '癫': 4382, '癬': 4383, '癮': 4384, '癱': 4385, '癲': 4386, '癸': 4387, '発': 4388, '登': 4389, '發': 4390, '白': 4391, '百': 4392, '皂': 4393, '的': 4394, '皆': 4395, '皇': 4396, '皈': 4397, '皋': 4398, '皎': 4399, '皑': 4400, '皓': 4401, '皖': 4402, '皙': 4403, '皚': 4404, '皮': 4405, '皰': 4406, '皱': 4407, '皴': 4408, '皺': 4409, '皿': 4410, '盂': 4411, '盃': 4412, '盅': 4413, '盆': 4414, '盈': 4415, '益': 4416, '盎': 4417, '盏': 4418, '盐': 4419, '监': 4420, '盒': 4421, '盔': 4422, '盖': 4423, '盗': 4424, '盘': 4425, '盛': 4426, '盜': 4427, '盞': 4428, '盟': 4429, '盡': 4430, '監': 4431, '盤': 4432, '盥': 4433, '盧': 4434, '盪': 4435, '目': 4436, '盯': 4437, '盱': 4438, '盲': 4439, '直': 4440, '相': 4441, '盹': 4442, '盼': 4443, '盾': 4444, '省': 4445, '眈': 4446, '眉': 4447, '看': 4448, '県': 4449, '眙': 4450, '眞': 4451, '真': 4452, '眠': 4453, '眦': 4454, '眨': 4455, '眩': 4456, '眯': 4457, '眶': 4458, '眷': 4459, '眸': 4460, '眺': 4461, '眼': 4462, '眾': 4463, '着': 4464, '睁': 4465, '睇': 4466, '睏': 4467, '睐': 4468, '睑': 4469, '睛': 4470, '睜': 4471, '睞': 4472, '睡': 4473, '睢': 4474, '督': 4475, '睥': 4476, '睦': 4477, '睨': 4478, '睪': 4479, '睫': 4480, '睬': 4481, '睹': 4482, '睽': 4483, '睾': 4484, '睿': 4485, '瞄': 4486, '瞅': 4487, '瞇': 4488, '瞋': 4489, '瞌': 4490, '瞎': 4491, '瞑': 4492, '瞒': 4493, '瞓': 4494, '瞞': 4495, '瞟': 4496, '瞠': 4497, '瞥': 4498, '瞧': 4499, '瞩': 4500, '瞪': 4501, '瞬': 4502, '瞭': 4503, '瞰': 4504, '瞳': 4505, '瞻': 4506, '瞼': 4507, '瞿': 4508, '矇': 4509, '矍': 4510, '矗': 4511, '矚': 4512, '矛': 4513, '矜': 4514, '矢': 4515, '矣': 4516, '知': 4517, '矩': 4518, '矫': 4519, '短': 4520, '矮': 4521, '矯': 4522, '石': 4523, '矶': 4524, '矽': 4525, '矾': 4526, '矿': 4527, '码': 4528, '砂': 4529, '砌': 4530, '砍': 4531, '砒': 4532, '研': 4533, '砖': 4534, '砗': 4535, '砚': 4536, '砝': 4537, '砣': 4538, '砥': 4539, '砧': 4540, '砭': 4541, '砰': 4542, '砲': 4543, '破': 4544, '砷': 4545, '砸': 4546, '砺': 4547, '砼': 4548, '砾': 4549, '础': 4550, '硅': 4551, '硐': 4552, '硒': 4553, '硕': 4554, '硝': 4555, '硫': 4556, '硬': 4557, '确': 4558, '硯': 4559, '硼': 4560, '碁': 4561, '碇': 4562, '碉': 4563, '碌': 4564, '碍': 4565, '碎': 4566, '碑': 4567, '碓': 4568, '碗': 4569, '碘': 4570, '碚': 4571, '碛': 4572, '碟': 4573, '碣': 4574, '碧': 4575, '碩': 4576, '碰': 4577, '碱': 4578, '碳': 4579, '碴': 4580, '確': 4581, '碼': 4582, '碾': 4583, '磁': 4584, '磅': 4585, '磊': 4586, '磋': 4587, '磐': 4588, '磕': 4589, '磚': 4590, '磡': 4591, '磨': 4592, '磬': 4593, '磯': 4594, '磲': 4595, '磷': 4596, '磺': 4597, '礁': 4598, '礎': 4599, '礙': 4600, '礡': 4601, '礦': 4602, '礪': 4603, '礫': 4604, '礴': 4605, '示': 4606, '礼': 4607, '社': 4608, '祀': 4609, '祁': 4610, '祂': 4611, '祇': 4612, '祈': 4613, '祉': 4614, '祎': 4615, '祐': 4616, '祕': 4617, '祖': 4618, '祗': 4619, '祚': 4620, '祛': 4621, '祜': 4622, '祝': 4623, '神': 4624, '祟': 4625, '祠': 4626, '祢': 4627, '祥': 4628, '票': 4629, '祭': 4630, '祯': 4631, '祷': 4632, '祸': 4633, '祺': 4634, '祿': 4635, '禀': 4636, '禁': 4637, '禄': 4638, '禅': 4639, '禍': 4640, '禎': 4641, '福': 4642, '禛': 4643, '禦': 4644, '禧': 4645, '禪': 4646, '禮': 4647, '禱': 4648, '禹': 4649, '禺': 4650, '离': 4651, '禽': 4652, '禾': 4653, '禿': 4654, '秀': 4655, '私': 4656, '秃': 4657, '秆': 4658, '秉': 4659, '秋': 4660, '种': 4661, '科': 4662, '秒': 4663, '秘': 4664, '租': 4665, '秣': 4666, '秤': 4667, '秦': 4668, '秧': 4669, '秩': 4670, '秭': 4671, '积': 4672, '称': 4673, '秸': 4674, '移': 4675, '秽': 4676, '稀': 4677, '稅': 4678, '程': 4679, '稍': 4680, '税': 4681, '稔': 4682, '稗': 4683, '稚': 4684, '稜': 4685, '稞': 4686, '稟': 4687, '稠': 4688, '稣': 4689, '種': 4690, '稱': 4691, '稲': 4692, '稳': 4693, '稷': 4694, '稹': 4695, '稻': 4696, '稼': 4697, '稽': 4698, '稿': 4699, '穀': 4700, '穂': 4701, '穆': 4702, '穌': 4703, '積': 4704, '穎': 4705, '穗': 4706, '穢': 4707, '穩': 4708, '穫': 4709, '穴': 4710, '究': 4711, '穷': 4712, '穹': 4713, '空': 4714, '穿': 4715, '突': 4716, '窃': 4717, '窄': 4718, '窈': 4719, '窍': 4720, '窑': 4721, '窒': 4722, '窓': 4723, '窕': 4724, '窖': 4725, '窗': 4726, '窘': 4727, '窜': 4728, '窝': 4729, '窟': 4730, '窠': 4731, '窥': 4732, '窦': 4733, '窨': 4734, '窩': 4735, '窪': 4736, '窮': 4737, '窯': 4738, '窺': 4739, '窿': 4740, '竄': 4741, '竅': 4742, '竇': 4743, '竊': 4744, '立': 4745, '竖': 4746, '站': 4747, '竜': 4748, '竞': 4749, '竟': 4750, '章': 4751, '竣': 4752, '童': 4753, '竭': 4754, '端': 4755, '競': 4756, '竹': 4757, '竺': 4758, '竽': 4759, '竿': 4760, '笃': 4761, '笆': 4762, '笈': 4763, '笋': 4764, '笏': 4765, '笑': 4766, '笔': 4767, '笙': 4768, '笛': 4769, '笞': 4770, '笠': 4771, '符': 4772, '笨': 4773, '第': 4774, '笹': 4775, '笺': 4776, '笼': 4777, '筆': 4778, '等': 4779, '筊': 4780, '筋': 4781, '筍': 4782, '筏': 4783, '筐': 4784, '筑': 4785, '筒': 4786, '答': 4787, '策': 4788, '筛': 4789, '筝': 4790, '筠': 4791, '筱': 4792, '筲': 4793, '筵': 4794, '筷': 4795, '筹': 4796, '签': 4797, '简': 4798, '箇': 4799, '箋': 4800, '箍': 4801, '箏': 4802, '箐': 4803, '箔': 4804, '箕': 4805, '算': 4806, '箝': 4807, '管': 4808, '箩': 4809, '箫': 4810, '箭': 4811, '箱': 4812, '箴': 4813, '箸': 4814, '節': 4815, '篁': 4816, '範': 4817, '篆': 4818, '篇': 4819, '築': 4820, '篑': 4821, '篓': 4822, '篙': 4823, '篝': 4824, '篠': 4825, '篡': 4826, '篤': 4827, '篩': 4828, '篪': 4829, '篮': 4830, '篱': 4831, '篷': 4832, '簇': 4833, '簌': 4834, '簍': 4835, '簡': 4836, '簦': 4837, '簧': 4838, '簪': 4839, '簫': 4840, '簷': 4841, '簸': 4842, '簽': 4843, '簾': 4844, '簿': 4845, '籁': 4846, '籃': 4847, '籌': 4848, '籍': 4849, '籐': 4850, '籟': 4851, '籠': 4852, '籤': 4853, '籬': 4854, '籮': 4855, '籲': 4856, '米': 4857, '类': 4858, '籼': 4859, '籽': 4860, '粄': 4861, '粉': 4862, '粑': 4863, '粒': 4864, '粕': 4865, '粗': 4866, '粘': 4867, '粟': 4868, '粤': 4869, '粥': 4870, '粧': 4871, '粪': 4872, '粮': 4873, '粱': 4874, '粲': 4875, '粳': 4876, '粵': 4877, '粹': 4878, '粼': 4879, '粽': 4880, '精': 4881, '粿': 4882, '糅': 4883, '糊': 4884, '糍': 4885, '糕': 4886, '糖': 4887, '糗': 4888, '糙': 4889, '糜': 4890, '糞': 4891, '糟': 4892, '糠': 4893, '糧': 4894, '糬': 4895, '糯': 4896, '糰': 4897, '糸': 4898, '系': 4899, '糾': 4900, '紀': 4901, '紂': 4902, '約': 4903, '紅': 4904, '紉': 4905, '紊': 4906, '紋': 4907, '納': 4908, '紐': 4909, '紓': 4910, '純': 4911, '紗': 4912, '紘': 4913, '紙': 4914, '級': 4915, '紛': 4916, '紜': 4917, '素': 4918, '紡': 4919, '索': 4920, '紧': 4921, '紫': 4922, '紮': 4923, '累': 4924, '細': 4925, '紳': 4926, '紹': 4927, '紺': 4928, '終': 4929, '絃': 4930, '組': 4931, '絆': 4932, '経': 4933, '結': 4934, '絕': 4935, '絞': 4936, '絡': 4937, '絢': 4938, '給': 4939, '絨': 4940, '絮': 4941, '統': 4942, '絲': 4943, '絳': 4944, '絵': 4945, '絶': 4946, '絹': 4947, '綁': 4948, '綏': 4949, '綑': 4950, '經': 4951, '継': 4952, '続': 4953, '綜': 4954, '綠': 4955, '綢': 4956, '綦': 4957, '綫': 4958, '綬': 4959, '維': 4960, '綱': 4961, '網': 4962, '綴': 4963, '綵': 4964, '綸': 4965, '綺': 4966, '綻': 4967, '綽': 4968, '綾': 4969, '綿': 4970, '緊': 4971, '緋': 4972, '総': 4973, '緑': 4974, '緒': 4975, '緘': 4976, '線': 4977, '緝': 4978, '緞': 4979, '締': 4980, '緣': 4981, '編': 4982, '緩': 4983, '緬': 4984, '緯': 4985, '練': 4986, '緹': 4987, '緻': 4988, '縁': 4989, '縄': 4990, '縈': 4991, '縛': 4992, '縝': 4993, '縣': 4994, '縫': 4995, '縮': 4996, '縱': 4997, '縴': 4998, '縷': 4999, '總': 5000, '績': 5001, '繁': 5002, '繃': 5003, '繆': 5004, '繇': 5005, '繋': 5006, '織': 5007, '繕': 5008, '繚': 5009, '繞': 5010, '繡': 5011, '繩': 5012, '繪': 5013, '繫': 5014, '繭': 5015, '繳': 5016, '繹': 5017, '繼': 5018, '繽': 5019, '纂': 5020, '續': 5021, '纍': 5022, '纏': 5023, '纓': 5024, '纔': 5025, '纖': 5026, '纜': 5027, '纠': 5028, '红': 5029, '纣': 5030, '纤': 5031, '约': 5032, '级': 5033, '纨': 5034, '纪': 5035, '纫': 5036, '纬': 5037, '纭': 5038, '纯': 5039, '纰': 5040, '纱': 5041, '纲': 5042, '纳': 5043, '纵': 5044, '纶': 5045, '纷': 5046, '纸': 5047, '纹': 5048, '纺': 5049, '纽': 5050, '纾': 5051, '线': 5052, '绀': 5053, '练': 5054, '组': 5055, '绅': 5056, '细': 5057, '织': 5058, '终': 5059, '绊': 5060, '绍': 5061, '绎': 5062, '经': 5063, '绑': 5064, '绒': 5065, '结': 5066, '绔': 5067, '绕': 5068, '绘': 5069, '给': 5070, '绚': 5071, '绛': 5072, '络': 5073, '绝': 5074, '绞': 5075, '统': 5076, '绡': 5077, '绢': 5078, '绣': 5079, '绥': 5080, '绦': 5081, '继': 5082, '绩': 5083, '绪': 5084, '绫': 5085, '续': 5086, '绮': 5087, '绯': 5088, '绰': 5089, '绳': 5090, '维': 5091, '绵': 5092, '绶': 5093, '绷': 5094, '绸': 5095, '绻': 5096, '综': 5097, '绽': 5098, '绾': 5099, '绿': 5100, '缀': 5101, '缄': 5102, '缅': 5103, '缆': 5104, '缇': 5105, '缈': 5106, '缉': 5107, '缎': 5108, '缓': 5109, '缔': 5110, '缕': 5111, '编': 5112, '缘': 5113, '缙': 5114, '缚': 5115, '缜': 5116, '缝': 5117, '缠': 5118, '缢': 5119, '缤': 5120, '缥': 5121, '缨': 5122, '缩': 5123, '缪': 5124, '缭': 5125, '缮': 5126, '缰': 5127, '缱': 5128, '缴': 5129, '缸': 5130, '缺': 5131, '缽': 5132, '罂': 5133, '罄': 5134, '罌': 5135, '罐': 5136, '网': 5137, '罔': 5138, '罕': 5139, '罗': 5140, '罚': 5141, '罡': 5142, '罢': 5143, '罩': 5144, '罪': 5145, '置': 5146, '罰': 5147, '署': 5148, '罵': 5149, '罷': 5150, '罹': 5151, '羁': 5152, '羅': 5153, '羈': 5154, '羊': 5155, '羌': 5156, '美': 5157, '羔': 5158, '羚': 5159, '羞': 5160, '羟': 5161, '羡': 5162, '羣': 5163, '群': 5164, '羥': 5165, '羧': 5166, '羨': 5167, '義': 5168, '羯': 5169, '羲': 5170, '羸': 5171, '羹': 5172, '羽': 5173, '羿': 5174, '翁': 5175, '翅': 5176, '翊': 5177, '翌': 5178, '翎': 5179, '習': 5180, '翔': 5181, '翘': 5182, '翟': 5183, '翠': 5184, '翡': 5185, '翦': 5186, '翩': 5187, '翰': 5188, '翱': 5189, '翳': 5190, '翹': 5191, '翻': 5192, '翼': 5193, '耀': 5194, '老': 5195, '考': 5196, '耄': 5197, '者': 5198, '耆': 5199, '耋': 5200, '而': 5201, '耍': 5202, '耐': 5203, '耒': 5204, '耕': 5205, '耗': 5206, '耘': 5207, '耙': 5208, '耦': 5209, '耨': 5210, '耳': 5211, '耶': 5212, '耷': 5213, '耸': 5214, '耻': 5215, '耽': 5216, '耿': 5217, '聂': 5218, '聆': 5219, '聊': 5220, '聋': 5221, '职': 5222, '聒': 5223, '联': 5224, '聖': 5225, '聘': 5226, '聚': 5227, '聞': 5228, '聪': 5229, '聯': 5230, '聰': 5231, '聲': 5232, '聳': 5233, '聴': 5234, '聶': 5235, '職': 5236, '聽': 5237, '聾': 5238, '聿': 5239, '肃': 5240, '肄': 5241, '肅': 5242, '肆': 5243, '肇': 5244, '肉': 5245, '肋': 5246, '肌': 5247, '肏': 5248, '肓': 5249, '肖': 5250, '肘': 5251, '肚': 5252, '肛': 5253, '肝': 5254, '肠': 5255, '股': 5256, '肢': 5257, '肤': 5258, '肥': 5259, '肩': 5260, '肪': 5261, '肮': 5262, '肯': 5263, '肱': 5264, '育': 5265, '肴': 5266, '肺': 5267, '肽': 5268, '肾': 5269, '肿': 5270, '胀': 5271, '胁': 5272, '胃': 5273, '胄': 5274, '胆': 5275, '背': 5276, '胍': 5277, '胎': 5278, '胖': 5279, '胚': 5280, '胛': 5281, '胜': 5282, '胝': 5283, '胞': 5284, '胡': 5285, '胤': 5286, '胥': 5287, '胧': 5288, '胫': 5289, '胭': 5290, '胯': 5291, '胰': 5292, '胱': 5293, '胳': 5294, '胴': 5295, '胶': 5296, '胸': 5297, '胺': 5298, '能': 5299, '脂': 5300, '脅': 5301, '脆': 5302, '脇': 5303, '脈': 5304, '脉': 5305, '脊': 5306, '脍': 5307, '脏': 5308, '脐': 5309, '脑': 5310, '脓': 5311, '脖': 5312, '脘': 5313, '脚': 5314, '脛': 5315, '脣': 5316, '脩': 5317, '脫': 5318, '脯': 5319, '脱': 5320, '脲': 5321, '脳': 5322, '脸': 5323, '脹': 5324, '脾': 5325, '腆': 5326, '腈': 5327, '腊': 5328, '腋': 5329, '腌': 5330, '腎': 5331, '腐': 5332, '腑': 5333, '腓': 5334, '腔': 5335, '腕': 5336, '腥': 5337, '腦': 5338, '腩': 5339, '腫': 5340, '腭': 5341, '腮': 5342, '腰': 5343, '腱': 5344, '腳': 5345, '腴': 5346, '腸': 5347, '腹': 5348, '腺': 5349, '腻': 5350, '腼': 5351, '腾': 5352, '腿': 5353, '膀': 5354, '膈': 5355, '膊': 5356, '膏': 5357, '膑': 5358, '膘': 5359, '膚': 5360, '膛': 5361, '膜': 5362, '膝': 5363, '膠': 5364, '膦': 5365, '膨': 5366, '膩': 5367, '膳': 5368, '膺': 5369, '膻': 5370, '膽': 5371, '膾': 5372, '膿': 5373, '臀': 5374, '臂': 5375, '臃': 5376, '臆': 5377, '臉': 5378, '臊': 5379, '臍': 5380, '臓': 5381, '臘': 5382, '臟': 5383, '臣': 5384, '臥': 5385, '臧': 5386, '臨': 5387, '自': 5388, '臬': 5389, '臭': 5390, '至': 5391, '致': 5392, '臺': 5393, '臻': 5394, '臼': 5395, '臾': 5396, '舀': 5397, '舂': 5398, '舅': 5399, '舆': 5400, '與': 5401, '興': 5402, '舉': 5403, '舊': 5404, '舌': 5405, '舍': 5406, '舎': 5407, '舐': 5408, '舒': 5409, '舔': 5410, '舖': 5411, '舗': 5412, '舛': 5413, '舜': 5414, '舞': 5415, '舟': 5416, '航': 5417, '舫': 5418, '般': 5419, '舰': 5420, '舱': 5421, '舵': 5422, '舶': 5423, '舷': 5424, '舸': 5425, '船': 5426, '舺': 5427, '舾': 5428, '艇': 5429, '艋': 5430, '艘': 5431, '艙': 5432, '艦': 5433, '艮': 5434, '良': 5435, '艰': 5436, '艱': 5437, '色': 5438, '艳': 5439, '艷': 5440, '艹': 5441, '艺': 5442, '艾': 5443, '节': 5444, '芃': 5445, '芈': 5446, '芊': 5447, '芋': 5448, '芍': 5449, '芎': 5450, '芒': 5451, '芙': 5452, '芜': 5453, '芝': 5454, '芡': 5455, '芥': 5456, '芦': 5457, '芩': 5458, '芪': 5459, '芫': 5460, '芬': 5461, '芭': 5462, '芮': 5463, '芯': 5464, '花': 5465, '芳': 5466, '芷': 5467, '芸': 5468, '芹': 5469, '芻': 5470, '芽': 5471, '芾': 5472, '苁': 5473, '苄': 5474, '苇': 5475, '苋': 5476, '苍': 5477, '苏': 5478, '苑': 5479, '苒': 5480, '苓': 5481, '苔': 5482, '苕': 5483, '苗': 5484, '苛': 5485, '苜': 5486, '苞': 5487, '苟': 5488, '苡': 5489, '苣': 5490, '若': 5491, '苦': 5492, '苫': 5493, '苯': 5494, '英': 5495, '苷': 5496, '苹': 5497, '苻': 5498, '茁': 5499, '茂': 5500, '范': 5501, '茄': 5502, '茅': 5503, '茉': 5504, '茎': 5505, '茏': 5506, '茗': 5507, '茜': 5508, '茧': 5509, '茨': 5510, '茫': 5511, '茬': 5512, '茭': 5513, '茯': 5514, '茱': 5515, '茲': 5516, '茴': 5517, '茵': 5518, '茶': 5519, '茸': 5520, '茹': 5521, '茼': 5522, '荀': 5523, '荃': 5524, '荆': 5525, '草': 5526, '荊': 5527, '荏': 5528, '荐': 5529, '荒': 5530, '荔': 5531, '荖': 5532, '荘': 5533, '荚': 5534, '荞': 5535, '荟': 5536, '荠': 5537, '荡': 5538, '荣': 5539, '荤': 5540, '荥': 5541, '荧': 5542, '荨': 5543, '荪': 5544, '荫': 5545, '药': 5546, '荳': 5547, '荷': 5548, '荸': 5549, '荻': 5550, '荼': 5551, '荽': 5552, '莅': 5553, '莆': 5554, '莉': 5555, '莊': 5556, '莎': 5557, '莒': 5558, '莓': 5559, '莖': 5560, '莘': 5561, '莞': 5562, '莠': 5563, '莢': 5564, '莧': 5565, '莪': 5566, '莫': 5567, '莱': 5568, '莲': 5569, '莴': 5570, '获': 5571, '莹': 5572, '莺': 5573, '莽': 5574, '莿': 5575, '菀': 5576, '菁': 5577, '菅': 5578, '菇': 5579, '菈': 5580, '菊': 5581, '菌': 5582, '菏': 5583, '菓': 5584, '菖': 5585, '菘': 5586, '菜': 5587, '菟': 5588, '菠': 5589, '菡': 5590, '菩': 5591, '華': 5592, '菱': 5593, '菲': 5594, '菸': 5595, '菽': 5596, '萁': 5597, '萃': 5598, '萄': 5599, '萊': 5600, '萋': 5601, '萌': 5602, '萍': 5603, '萎': 5604, '萘': 5605, '萝': 5606, '萤': 5607, '营': 5608, '萦': 5609, '萧': 5610, '萨': 5611, '萩': 5612, '萬': 5613, '萱': 5614, '萵': 5615, '萸': 5616, '萼': 5617, '落': 5618, '葆': 5619, '葉': 5620, '著': 5621, '葚': 5622, '葛': 5623, '葡': 5624, '董': 5625, '葦': 5626, '葩': 5627, '葫': 5628, '葬': 5629, '葭': 5630, '葯': 5631, '葱': 5632, '葳': 5633, '葵': 5634, '葷': 5635, '葺': 5636, '蒂': 5637, '蒋': 5638, '蒐': 5639, '蒔': 5640, '蒙': 5641, '蒜': 5642, '蒞': 5643, '蒟': 5644, '蒡': 5645, '蒨': 5646, '蒲': 5647, '蒸': 5648, '蒹': 5649, '蒻': 5650, '蒼': 5651, '蒿': 5652, '蓁': 5653, '蓄': 5654, '蓆': 5655, '蓉': 5656, '蓋': 5657, '蓑': 5658, '蓓': 5659, '蓖': 5660, '蓝': 5661, '蓟': 5662, '蓦': 5663, '蓬': 5664, '蓮': 5665, '蓼': 5666, '蓿': 5667, '蔑': 5668, '蔓': 5669, '蔔': 5670, '蔗': 5671, '蔘': 5672, '蔚': 5673, '蔡': 5674, '蔣': 5675, '蔥': 5676, '蔫': 5677, '蔬': 5678, '蔭': 5679, '蔵': 5680, '蔷': 5681, '蔺': 5682, '蔻': 5683, '蔼': 5684, '蔽': 5685, '蕁': 5686, '蕃': 5687, '蕈': 5688, '蕉': 5689, '蕊': 5690, '蕎': 5691, '蕙': 5692, '蕤': 5693, '蕨': 5694, '蕩': 5695, '蕪': 5696, '蕭': 5697, '蕲': 5698, '蕴': 5699, '蕻': 5700, '蕾': 5701, '薄': 5702, '薅': 5703, '薇': 5704, '薈': 5705, '薊': 5706, '薏': 5707, '薑': 5708, '薔': 5709, '薙': 5710, '薛': 5711, '薦': 5712, '薨': 5713, '薩': 5714, '薪': 5715, '薬': 5716, '薯': 5717, '薰': 5718, '薹': 5719, '藉': 5720, '藍': 5721, '藏': 5722, '藐': 5723, '藓': 5724, '藕': 5725, '藜': 5726, '藝': 5727, '藤': 5728, '藥': 5729, '藩': 5730, '藹': 5731, '藻': 5732, '藿': 5733, '蘆': 5734, '蘇': 5735, '蘊': 5736, '蘋': 5737, '蘑': 5738, '蘚': 5739, '蘭': 5740, '蘸': 5741, '蘼': 5742, '蘿': 5743, '虎': 5744, '虏': 5745, '虐': 5746, '虑': 5747, '虔': 5748, '處': 5749, '虚': 5750, '虛': 5751, '虜': 5752, '虞': 5753, '號': 5754, '虢': 5755, '虧': 5756, '虫': 5757, '虬': 5758, '虱': 5759, '虹': 5760, '虻': 5761, '虽': 5762, '虾': 5763, '蚀': 5764, '蚁': 5765, '蚂': 5766, '蚊': 5767, '蚌': 5768, '蚓': 5769, '蚕': 5770, '蚜': 5771, '蚝': 5772, '蚣': 5773, '蚤': 5774, '蚩': 5775, '蚪': 5776, '蚯': 5777, '蚱': 5778, '蚵': 5779, '蛀': 5780, '蛆': 5781, '蛇': 5782, '蛊': 5783, '蛋': 5784, '蛎': 5785, '蛐': 5786, '蛔': 5787, '蛙': 5788, '蛛': 5789, '蛟': 5790, '蛤': 5791, '蛭': 5792, '蛮': 5793, '蛰': 5794, '蛳': 5795, '蛹': 5796, '蛻': 5797, '蛾': 5798, '蜀': 5799, '蜂': 5800, '蜃': 5801, '蜆': 5802, '蜇': 5803, '蜈': 5804, '蜊': 5805, '蜍': 5806, '蜒': 5807, '蜓': 5808, '蜕': 5809, '蜗': 5810, '蜘': 5811, '蜚': 5812, '蜜': 5813, '蜡': 5814, '蜢': 5815, '蜥': 5816, '蜱': 5817, '蜴': 5818, '蜷': 5819, '蜻': 5820, '蜿': 5821, '蝇': 5822, '蝈': 5823, '蝉': 5824, '蝌': 5825, '蝎': 5826, '蝕': 5827, '蝗': 5828, '蝙': 5829, '蝟': 5830, '蝠': 5831, '蝦': 5832, '蝨': 5833, '蝴': 5834, '蝶': 5835, '蝸': 5836, '蝼': 5837, '螂': 5838, '螃': 5839, '融': 5840, '螞': 5841, '螢': 5842, '螨': 5843, '螯': 5844, '螳': 5845, '螺': 5846, '蟀': 5847, '蟄': 5848, '蟆': 5849, '蟋': 5850, '蟎': 5851, '蟑': 5852, '蟒': 5853, '蟠': 5854, '蟬': 5855, '蟲': 5856, '蟹': 5857, '蟻': 5858, '蟾': 5859, '蠅': 5860, '蠍': 5861, '蠔': 5862, '蠕': 5863, '蠛': 5864, '蠟': 5865, '蠡': 5866, '蠢': 5867, '蠣': 5868, '蠱': 5869, '蠶': 5870, '蠹': 5871, '蠻': 5872, '血': 5873, '衄': 5874, '衅': 5875, '衆': 5876, '行': 5877, '衍': 5878, '術': 5879, '衔': 5880, '街': 5881, '衙': 5882, '衛': 5883, '衝': 5884, '衞': 5885, '衡': 5886, '衢': 5887, '衣': 5888, '补': 5889, '表': 5890, '衩': 5891, '衫': 5892, '衬': 5893, '衮': 5894, '衰': 5895, '衲': 5896, '衷': 5897, '衹': 5898, '衾': 5899, '衿': 5900, '袁': 5901, '袂': 5902, '袄': 5903, '袅': 5904, '袈': 5905, '袋': 5906, '袍': 5907, '袒': 5908, '袖': 5909, '袜': 5910, '袞': 5911, '袤': 5912, '袪': 5913, '被': 5914, '袭': 5915, '袱': 5916, '裁': 5917, '裂': 5918, '装': 5919, '裆': 5920, '裊': 5921, '裏': 5922, '裔': 5923, '裕': 5924, '裘': 5925, '裙': 5926, '補': 5927, '裝': 5928, '裟': 5929, '裡': 5930, '裤': 5931, '裨': 5932, '裱': 5933, '裳': 5934, '裴': 5935, '裸': 5936, '裹': 5937, '製': 5938, '裾': 5939, '褂': 5940, '複': 5941, '褐': 5942, '褒': 5943, '褓': 5944, '褔': 5945, '褚': 5946, '褥': 5947, '褪': 5948, '褫': 5949, '褲': 5950, '褶': 5951, '褻': 5952, '襁': 5953, '襄': 5954, '襟': 5955, '襠': 5956, '襪': 5957, '襬': 5958, '襯': 5959, '襲': 5960, '西': 5961, '要': 5962, '覃': 5963, '覆': 5964, '覇': 5965, '見': 5966, '規': 5967, '覓': 5968, '視': 5969, '覚': 5970, '覦': 5971, '覧': 5972, '親': 5973, '覬': 5974, '観': 5975, '覷': 5976, '覺': 5977, '覽': 5978, '觀': 5979, '见': 5980, '观': 5981, '规': 5982, '觅': 5983, '视': 5984, '览': 5985, '觉': 5986, '觊': 5987, '觎': 5988, '觐': 5989, '觑': 5990, '角': 5991, '觞': 5992, '解': 5993, '觥': 5994, '触': 5995, '觸': 5996, '言': 5997, '訂': 5998, '計': 5999, '訊': 6000, '討': 6001, '訓': 6002, '訕': 6003, '訖': 6004, '託': 6005, '記': 6006, '訛': 6007, '訝': 6008, '訟': 6009, '訣': 6010, '訥': 6011, '訪': 6012, '設': 6013, '許': 6014, '訳': 6015, '訴': 6016, '訶': 6017, '診': 6018, '註': 6019, '証': 6020, '詆': 6021, '詐': 6022, '詔': 6023, '評': 6024, '詛': 6025, '詞': 6026, '詠': 6027, '詡': 6028, '詢': 6029, '詣': 6030, '試': 6031, '詩': 6032, '詫': 6033, '詬': 6034, '詭': 6035, '詮': 6036, '詰': 6037, '話': 6038, '該': 6039, '詳': 6040, '詹': 6041, '詼': 6042, '誅': 6043, '誇': 6044, '誉': 6045, '誌': 6046, '認': 6047, '誓': 6048, '誕': 6049, '誘': 6050, '語': 6051, '誠': 6052, '誡': 6053, '誣': 6054, '誤': 6055, '誥': 6056, '誦': 6057, '誨': 6058, '說': 6059, '説': 6060, '読': 6061, '誰': 6062, '課': 6063, '誹': 6064, '誼': 6065, '調': 6066, '諄': 6067, '談': 6068, '請': 6069, '諏': 6070, '諒': 6071, '論': 6072, '諗': 6073, '諜': 6074, '諡': 6075, '諦': 6076, '諧': 6077, '諫': 6078, '諭': 6079, '諮': 6080, '諱': 6081, '諳': 6082, '諷': 6083, '諸': 6084, '諺': 6085, '諾': 6086, '謀': 6087, '謁': 6088, '謂': 6089, '謄': 6090, '謊': 6091, '謎': 6092, '謐': 6093, '謔': 6094, '謗': 6095, '謙': 6096, '講': 6097, '謝': 6098, '謠': 6099, '謨': 6100, '謬': 6101, '謹': 6102, '謾': 6103, '譁': 6104, '證': 6105, '譎': 6106, '譏': 6107, '識': 6108, '譙': 6109, '譚': 6110, '譜': 6111, '警': 6112, '譬': 6113, '譯': 6114, '議': 6115, '譲': 6116, '譴': 6117, '護': 6118, '譽': 6119, '讀': 6120, '變': 6121, '讓': 6122, '讚': 6123, '讞': 6124, '计': 6125, '订': 6126, '认': 6127, '讥': 6128, '讧': 6129, '讨': 6130, '让': 6131, '讪': 6132, '讫': 6133, '训': 6134, '议': 6135, '讯': 6136, '记': 6137, '讲': 6138, '讳': 6139, '讴': 6140, '讶': 6141, '讷': 6142, '许': 6143, '讹': 6144, '论': 6145, '讼': 6146, '讽': 6147, '设': 6148, '访': 6149, '诀': 6150, '证': 6151, '诃': 6152, '评': 6153, '诅': 6154, '识': 6155, '诈': 6156, '诉': 6157, '诊': 6158, '诋': 6159, '词': 6160, '诏': 6161, '译': 6162, '试': 6163, '诗': 6164, '诘': 6165, '诙': 6166, '诚': 6167, '诛': 6168, '话': 6169, '诞': 6170, '诟': 6171, '诠': 6172, '诡': 6173, '询': 6174, '诣': 6175, '诤': 6176, '该': 6177, '详': 6178, '诧': 6179, '诩': 6180, '诫': 6181, '诬': 6182, '语': 6183, '误': 6184, '诰': 6185, '诱': 6186, '诲': 6187, '说': 6188, '诵': 6189, '诶': 6190, '请': 6191, '诸': 6192, '诺': 6193, '读': 6194, '诽': 6195, '课': 6196, '诿': 6197, '谀': 6198, '谁': 6199, '调': 6200, '谄': 6201, '谅': 6202, '谆': 6203, '谈': 6204, '谊': 6205, '谋': 6206, '谌': 6207, '谍': 6208, '谎': 6209, '谏': 6210, '谐': 6211, '谑': 6212, '谒': 6213, '谓': 6214, '谔': 6215, '谕': 6216, '谗': 6217, '谘': 6218, '谙': 6219, '谚': 6220, '谛': 6221, '谜': 6222, '谟': 6223, '谢': 6224, '谣': 6225, '谤': 6226, '谥': 6227, '谦': 6228, '谧': 6229, '谨': 6230, '谩': 6231, '谪': 6232, '谬': 6233, '谭': 6234, '谯': 6235, '谱': 6236, '谲': 6237, '谴': 6238, '谶': 6239, '谷': 6240, '豁': 6241, '豆': 6242, '豇': 6243, '豈': 6244, '豉': 6245, '豊': 6246, '豌': 6247, '豎': 6248, '豐': 6249, '豔': 6250, '豚': 6251, '象': 6252, '豢': 6253, '豪': 6254, '豫': 6255, '豬': 6256, '豹': 6257, '豺': 6258, '貂': 6259, '貅': 6260, '貌': 6261, '貓': 6262, '貔': 6263, '貘': 6264, '貝': 6265, '貞': 6266, '負': 6267, '財': 6268, '貢': 6269, '貧': 6270, '貨': 6271, '販': 6272, '貪': 6273, '貫': 6274, '責': 6275, '貯': 6276, '貰': 6277, '貳': 6278, '貴': 6279, '貶': 6280, '買': 6281, '貸': 6282, '費': 6283, '貼': 6284, '貽': 6285, '貿': 6286, '賀': 6287, '賁': 6288, '賂': 6289, '賃': 6290, '賄': 6291, '資': 6292, '賈': 6293, '賊': 6294, '賑': 6295, '賓': 6296, '賜': 6297, '賞': 6298, '賠': 6299, '賡': 6300, '賢': 6301, '賣': 6302, '賤': 6303, '賦': 6304, '質': 6305, '賬': 6306, '賭': 6307, '賴': 6308, '賺': 6309, '購': 6310, '賽': 6311, '贅': 6312, '贈': 6313, '贊': 6314, '贍': 6315, '贏': 6316, '贓': 6317, '贖': 6318, '贛': 6319, '贝': 6320, '贞': 6321, '负': 6322, '贡': 6323, '财': 6324, '责': 6325, '贤': 6326, '败': 6327, '账': 6328, '货': 6329, '质': 6330, '贩': 6331, '贪': 6332, '贫': 6333, '贬': 6334, '购': 6335, '贮': 6336, '贯': 6337, '贰': 6338, '贱': 6339, '贲': 6340, '贴': 6341, '贵': 6342, '贷': 6343, '贸': 6344, '费': 6345, '贺': 6346, '贻': 6347, '贼': 6348, '贾': 6349, '贿': 6350, '赁': 6351, '赂': 6352, '赃': 6353, '资': 6354, '赅': 6355, '赈': 6356, '赊': 6357, '赋': 6358, '赌': 6359, '赎': 6360, '赏': 6361, '赐': 6362, '赓': 6363, '赔': 6364, '赖': 6365, '赘': 6366, '赚': 6367, '赛': 6368, '赝': 6369, '赞': 6370, '赠': 6371, '赡': 6372, '赢': 6373, '赣': 6374, '赤': 6375, '赦': 6376, '赧': 6377, '赫': 6378, '赭': 6379, '走': 6380, '赳': 6381, '赴': 6382, '赵': 6383, '赶': 6384, '起': 6385, '趁': 6386, '超': 6387, '越': 6388, '趋': 6389, '趕': 6390, '趙': 6391, '趟': 6392, '趣': 6393, '趨': 6394, '足': 6395, '趴': 6396, '趵': 6397, '趸': 6398, '趺': 6399, '趾': 6400, '跃': 6401, '跄': 6402, '跆': 6403, '跋': 6404, '跌': 6405, '跎': 6406, '跑': 6407, '跖': 6408, '跚': 6409, '跛': 6410, '距': 6411, '跟': 6412, '跡': 6413, '跤': 6414, '跨': 6415, '跩': 6416, '跪': 6417, '路': 6418, '跳': 6419, '践': 6420, '跷': 6421, '跹': 6422, '跺': 6423, '跻': 6424, '踉': 6425, '踊': 6426, '踌': 6427, '踏': 6428, '踐': 6429, '踝': 6430, '踞': 6431, '踟': 6432, '踢': 6433, '踩': 6434, '踪': 6435, '踮': 6436, '踱': 6437, '踴': 6438, '踵': 6439, '踹': 6440, '蹂': 6441, '蹄': 6442, '蹇': 6443, '蹈': 6444, '蹉': 6445, '蹊': 6446, '蹋': 6447, '蹑': 6448, '蹒': 6449, '蹙': 6450, '蹟': 6451, '蹣': 6452, '蹤': 6453, '蹦': 6454, '蹩': 6455, '蹬': 6456, '蹭': 6457, '蹲': 6458, '蹴': 6459, '蹶': 6460, '蹺': 6461, '蹼': 6462, '蹿': 6463, '躁': 6464, '躇': 6465, '躉': 6466, '躊': 6467, '躋': 6468, '躍': 6469, '躏': 6470, '躪': 6471, '身': 6472, '躬': 6473, '躯': 6474, '躲': 6475, '躺': 6476, '軀': 6477, '車': 6478, '軋': 6479, '軌': 6480, '軍': 6481, '軒': 6482, '軟': 6483, '転': 6484, '軸': 6485, '軼': 6486, '軽': 6487, '軾': 6488, '較': 6489, '載': 6490, '輒': 6491, '輓': 6492, '輔': 6493, '輕': 6494, '輛': 6495, '輝': 6496, '輟': 6497, '輩': 6498, '輪': 6499, '輯': 6500, '輸': 6501, '輻': 6502, '輾': 6503, '輿': 6504, '轄': 6505, '轅': 6506, '轆': 6507, '轉': 6508, '轍': 6509, '轎': 6510, '轟': 6511, '车': 6512, '轧': 6513, '轨': 6514, '轩': 6515, '转': 6516, '轭': 6517, '轮': 6518, '软': 6519, '轰': 6520, '轲': 6521, '轴': 6522, '轶': 6523, '轻': 6524, '轼': 6525, '载': 6526, '轿': 6527, '较': 6528, '辄': 6529, '辅': 6530, '辆': 6531, '辇': 6532, '辈': 6533, '辉': 6534, '辊': 6535, '辍': 6536, '辐': 6537, '辑': 6538, '输': 6539, '辕': 6540, '辖': 6541, '辗': 6542, '辘': 6543, '辙': 6544, '辛': 6545, '辜': 6546, '辞': 6547, '辟': 6548, '辣': 6549, '辦': 6550, '辨': 6551, '辩': 6552, '辫': 6553, '辭': 6554, '辮': 6555, '辯': 6556, '辰': 6557, '辱': 6558, '農': 6559, '边': 6560, '辺': 6561, '辻': 6562, '込': 6563, '辽': 6564, '达': 6565, '迁': 6566, '迂': 6567, '迄': 6568, '迅': 6569, '过': 6570, '迈': 6571, '迎': 6572, '运': 6573, '近': 6574, '返': 6575, '还': 6576, '这': 6577, '进': 6578, '远': 6579, '违': 6580, '连': 6581, '迟': 6582, '迢': 6583, '迤': 6584, '迥': 6585, '迦': 6586, '迩': 6587, '迪': 6588, '迫': 6589, '迭': 6590, '述': 6591, '迴': 6592, '迷': 6593, '迸': 6594, '迹': 6595, '迺': 6596, '追': 6597, '退': 6598, '送': 6599, '适': 6600, '逃': 6601, '逅': 6602, '逆': 6603, '选': 6604, '逊': 6605, '逍': 6606, '透': 6607, '逐': 6608, '递': 6609, '途': 6610, '逕': 6611, '逗': 6612, '這': 6613, '通': 6614, '逛': 6615, '逝': 6616, '逞': 6617, '速': 6618, '造': 6619, '逢': 6620, '連': 6621, '逮': 6622, '週': 6623, '進': 6624, '逵': 6625, '逶': 6626, '逸': 6627, '逻': 6628, '逼': 6629, '逾': 6630, '遁': 6631, '遂': 6632, '遅': 6633, '遇': 6634, '遊': 6635, '運': 6636, '遍': 6637, '過': 6638, '遏': 6639, '遐': 6640, '遑': 6641, '遒': 6642, '道': 6643, '達': 6644, '違': 6645, '遗': 6646, '遙': 6647, '遛': 6648, '遜': 6649, '遞': 6650, '遠': 6651, '遢': 6652, '遣': 6653, '遥': 6654, '遨': 6655, '適': 6656, '遭': 6657, '遮': 6658, '遲': 6659, '遴': 6660, '遵': 6661, '遶': 6662, '遷': 6663, '選': 6664, '遺': 6665, '遼': 6666, '遽': 6667, '避': 6668, '邀': 6669, '邁': 6670, '邂': 6671, '邃': 6672, '還': 6673, '邇': 6674, '邈': 6675, '邊': 6676, '邋': 6677, '邏': 6678, '邑': 6679, '邓': 6680, '邕': 6681, '邛': 6682, '邝': 6683, '邢': 6684, '那': 6685, '邦': 6686, '邨': 6687, '邪': 6688, '邬': 6689, '邮': 6690, '邯': 6691, '邰': 6692, '邱': 6693, '邳': 6694, '邵': 6695, '邸': 6696, '邹': 6697, '邺': 6698, '邻': 6699, '郁': 6700, '郅': 6701, '郊': 6702, '郎': 6703, '郑': 6704, '郜': 6705, '郝': 6706, '郡': 6707, '郢': 6708, '郤': 6709, '郦': 6710, '郧': 6711, '部': 6712, '郫': 6713, '郭': 6714, '郴': 6715, '郵': 6716, '郷': 6717, '郸': 6718, '都': 6719, '鄂': 6720, '鄉': 6721, '鄒': 6722, '鄔': 6723, '鄙': 6724, '鄞': 6725, '鄢': 6726, '鄧': 6727, '鄭': 6728, '鄰': 6729, '鄱': 6730, '鄲': 6731, '鄺': 6732, '酉': 6733, '酊': 6734, '酋': 6735, '酌': 6736, '配': 6737, '酐': 6738, '酒': 6739, '酗': 6740, '酚': 6741, '酝': 6742, '酢': 6743, '酣': 6744, '酥': 6745, '酩': 6746, '酪': 6747, '酬': 6748, '酮': 6749, '酯': 6750, '酰': 6751, '酱': 6752, '酵': 6753, '酶': 6754, '酷': 6755, '酸': 6756, '酿': 6757, '醃': 6758, '醇': 6759, '醉': 6760, '醋': 6761, '醍': 6762, '醐': 6763, '醒': 6764, '醚': 6765, '醛': 6766, '醜': 6767, '醞': 6768, '醣': 6769, '醪': 6770, '醫': 6771, '醬': 6772, '醮': 6773, '醯': 6774, '醴': 6775, '醺': 6776, '釀': 6777, '釁': 6778, '采': 6779, '釉': 6780, '释': 6781, '釋': 6782, '里': 6783, '重': 6784, '野': 6785, '量': 6786, '釐': 6787, '金': 6788, '釗': 6789, '釘': 6790, '釜': 6791, '針': 6792, '釣': 6793, '釦': 6794, '釧': 6795, '釵': 6796, '鈀': 6797, '鈉': 6798, '鈍': 6799, '鈎': 6800, '鈔': 6801, '鈕': 6802, '鈞': 6803, '鈣': 6804, '鈦': 6805, '鈪': 6806, '鈴': 6807, '鈺': 6808, '鈾': 6809, '鉀': 6810, '鉄': 6811, '鉅': 6812, '鉉': 6813, '鉑': 6814, '鉗': 6815, '鉚': 6816, '鉛': 6817, '鉤': 6818, '鉴': 6819, '鉻': 6820, '銀': 6821, '銃': 6822, '銅': 6823, '銑': 6824, '銓': 6825, '銖': 6826, '銘': 6827, '銜': 6828, '銬': 6829, '銭': 6830, '銮': 6831, '銳': 6832, '銷': 6833, '銹': 6834, '鋁': 6835, '鋅': 6836, '鋒': 6837, '鋤': 6838, '鋪': 6839, '鋰': 6840, '鋸': 6841, '鋼': 6842, '錄': 6843, '錐': 6844, '錘': 6845, '錚': 6846, '錠': 6847, '錢': 6848, '錦': 6849, '錨': 6850, '錫': 6851, '錮': 6852, '錯': 6853, '録': 6854, '錳': 6855, '錶': 6856, '鍊': 6857, '鍋': 6858, '鍍': 6859, '鍛': 6860, '鍥': 6861, '鍰': 6862, '鍵': 6863, '鍺': 6864, '鍾': 6865, '鎂': 6866, '鎊': 6867, '鎌': 6868, '鎏': 6869, '鎔': 6870, '鎖': 6871, '鎗': 6872, '鎚': 6873, '鎧': 6874, '鎬': 6875, '鎮': 6876, '鎳': 6877, '鏈': 6878, '鏖': 6879, '鏗': 6880, '鏘': 6881, '鏞': 6882, '鏟': 6883, '鏡': 6884, '鏢': 6885, '鏤': 6886, '鏽': 6887, '鐘': 6888, '鐮': 6889, '鐲': 6890, '鐳': 6891, '鐵': 6892, '鐸': 6893, '鐺': 6894, '鑄': 6895, '鑊': 6896, '鑑': 6897, '鑒': 6898, '鑣': 6899, '鑫': 6900, '鑰': 6901, '鑲': 6902, '鑼': 6903, '鑽': 6904, '鑾': 6905, '鑿': 6906, '针': 6907, '钉': 6908, '钊': 6909, '钎': 6910, '钏': 6911, '钒': 6912, '钓': 6913, '钗': 6914, '钙': 6915, '钛': 6916, '钜': 6917, '钝': 6918, '钞': 6919, '钟': 6920, '钠': 6921, '钡': 6922, '钢': 6923, '钣': 6924, '钤': 6925, '钥': 6926, '钦': 6927, '钧': 6928, '钨': 6929, '钩': 6930, '钮': 6931, '钯': 6932, '钰': 6933, '钱': 6934, '钳': 6935, '钴': 6936, '钵': 6937, '钺': 6938, '钻': 6939, '钼': 6940, '钾': 6941, '钿': 6942, '铀': 6943, '铁': 6944, '铂': 6945, '铃': 6946, '铄': 6947, '铅': 6948, '铆': 6949, '铉': 6950, '铎': 6951, '铐': 6952, '铛': 6953, '铜': 6954, '铝': 6955, '铠': 6956, '铡': 6957, '铢': 6958, '铣': 6959, '铤': 6960, '铨': 6961, '铩': 6962, '铬': 6963, '铭': 6964, '铮': 6965, '铰': 6966, '铲': 6967, '铵': 6968, '银': 6969, '铸': 6970, '铺': 6971, '链': 6972, '铿': 6973, '销': 6974, '锁': 6975, '锂': 6976, '锄': 6977, '锅': 6978, '锆': 6979, '锈': 6980, '锉': 6981, '锋': 6982, '锌': 6983, '锏': 6984, '锐': 6985, '锑': 6986, '错': 6987, '锚': 6988, '锟': 6989, '锡': 6990, '锢': 6991, '锣': 6992, '锤': 6993, '锥': 6994, '锦': 6995, '锭': 6996, '键': 6997, '锯': 6998, '锰': 6999, '锲': 7000, '锵': 7001, '锹': 7002, '锺': 7003, '锻': 7004, '镀': 7005, '镁': 7006, '镂': 7007, '镇': 7008, '镉': 7009, '镌': 7010, '镍': 7011, '镐': 7012, '镑': 7013, '镕': 7014, '镖': 7015, '镗': 7016, '镛': 7017, '镜': 7018, '镣': 7019, '镭': 7020, '镯': 7021, '镰': 7022, '镳': 7023, '镶': 7024, '長': 7025, '长': 7026, '門': 7027, '閃': 7028, '閉': 7029, '開': 7030, '閎': 7031, '閏': 7032, '閑': 7033, '閒': 7034, '間': 7035, '閔': 7036, '閘': 7037, '閡': 7038, '関': 7039, '閣': 7040, '閥': 7041, '閨': 7042, '閩': 7043, '閱': 7044, '閲': 7045, '閹': 7046, '閻': 7047, '閾': 7048, '闆': 7049, '闇': 7050, '闊': 7051, '闌': 7052, '闍': 7053, '闔': 7054, '闕': 7055, '闖': 7056, '闘': 7057, '關': 7058, '闡': 7059, '闢': 7060, '门': 7061, '闪': 7062, '闫': 7063, '闭': 7064, '问': 7065, '闯': 7066, '闰': 7067, '闲': 7068, '间': 7069, '闵': 7070, '闷': 7071, '闸': 7072, '闹': 7073, '闺': 7074, '闻': 7075, '闽': 7076, '闾': 7077, '阀': 7078, '阁': 7079, '阂': 7080, '阅': 7081, '阆': 7082, '阇': 7083, '阈': 7084, '阉': 7085, '阎': 7086, '阐': 7087, '阑': 7088, '阔': 7089, '阕': 7090, '阖': 7091, '阙': 7092, '阚': 7093, '阜': 7094, '队': 7095, '阡': 7096, '阪': 7097, '阮': 7098, '阱': 7099, '防': 7100, '阳': 7101, '阴': 7102, '阵': 7103, '阶': 7104, '阻': 7105, '阿': 7106, '陀': 7107, '陂': 7108, '附': 7109, '际': 7110, '陆': 7111, '陇': 7112, '陈': 7113, '陋': 7114, '陌': 7115, '降': 7116, '限': 7117, '陕': 7118, '陛': 7119, '陝': 7120, '陞': 7121, '陟': 7122, '陡': 7123, '院': 7124, '陣': 7125, '除': 7126, '陨': 7127, '险': 7128, '陪': 7129, '陰': 7130, '陲': 7131, '陳': 7132, '陵': 7133, '陶': 7134, '陷': 7135, '陸': 7136, '険': 7137, '陽': 7138, '隅': 7139, '隆': 7140, '隈': 7141, '隊': 7142, '隋': 7143, '隍': 7144, '階': 7145, '随': 7146, '隐': 7147, '隔': 7148, '隕': 7149, '隘': 7150, '隙': 7151, '際': 7152, '障': 7153, '隠': 7154, '隣': 7155, '隧': 7156, '隨': 7157, '險': 7158, '隱': 7159, '隴': 7160, '隶': 7161, '隸': 7162, '隻': 7163, '隼': 7164, '隽': 7165, '难': 7166, '雀': 7167, '雁': 7168, '雄': 7169, '雅': 7170, '集': 7171, '雇': 7172, '雉': 7173, '雋': 7174, '雌': 7175, '雍': 7176, '雎': 7177, '雏': 7178, '雑': 7179, '雒': 7180, '雕': 7181, '雖': 7182, '雙': 7183, '雛': 7184, '雜': 7185, '雞': 7186, '離': 7187, '難': 7188, '雨': 7189, '雪': 7190, '雯': 7191, '雰': 7192, '雲': 7193, '雳': 7194, '零': 7195, '雷': 7196, '雹': 7197, '電': 7198, '雾': 7199, '需': 7200, '霁': 7201, '霄': 7202, '霆': 7203, '震': 7204, '霈': 7205, '霉': 7206, '霊': 7207, '霍': 7208, '霎': 7209, '霏': 7210, '霑': 7211, '霓': 7212, '霖': 7213, '霜': 7214, '霞': 7215, '霧': 7216, '霭': 7217, '霰': 7218, '露': 7219, '霸': 7220, '霹': 7221, '霽': 7222, '霾': 7223, '靂': 7224, '靄': 7225, '靈': 7226, '青': 7227, '靓': 7228, '靖': 7229, '静': 7230, '靚': 7231, '靛': 7232, '靜': 7233, '非': 7234, '靠': 7235, '靡': 7236, '面': 7237, '靥': 7238, '靦': 7239, '革': 7240, '靳': 7241, '靴': 7242, '靶': 7243, '靼': 7244, '鞅': 7245, '鞋': 7246, '鞍': 7247, '鞏': 7248, '鞑': 7249, '鞘': 7250, '鞠': 7251, '鞣': 7252, '鞦': 7253, '鞭': 7254, '韆': 7255, '韋': 7256, '韌': 7257, '韓': 7258, '韜': 7259, '韦': 7260, '韧': 7261, '韩': 7262, '韬': 7263, '韭': 7264, '音': 7265, '韵': 7266, '韶': 7267, '韻': 7268, '響': 7269, '頁': 7270, '頂': 7271, '頃': 7272, '項': 7273, '順': 7274, '須': 7275, '頌': 7276, '預': 7277, '頑': 7278, '頒': 7279, '頓': 7280, '頗': 7281, '領': 7282, '頜': 7283, '頡': 7284, '頤': 7285, '頫': 7286, '頭': 7287, '頰': 7288, '頷': 7289, '頸': 7290, '頹': 7291, '頻': 7292, '頼': 7293, '顆': 7294, '題': 7295, '額': 7296, '顎': 7297, '顏': 7298, '顔': 7299, '願': 7300, '顛': 7301, '類': 7302, '顧': 7303, '顫': 7304, '顯': 7305, '顱': 7306, '顴': 7307, '页': 7308, '顶': 7309, '顷': 7310, '项': 7311, '顺': 7312, '须': 7313, '顼': 7314, '顽': 7315, '顾': 7316, '顿': 7317, '颁': 7318, '颂': 7319, '预': 7320, '颅': 7321, '领': 7322, '颇': 7323, '颈': 7324, '颉': 7325, '颊': 7326, '颌': 7327, '颍': 7328, '颐': 7329, '频': 7330, '颓': 7331, '颔': 7332, '颖': 7333, '颗': 7334, '题': 7335, '颚': 7336, '颛': 7337, '颜': 7338, '额': 7339, '颞': 7340, '颠': 7341, '颡': 7342, '颢': 7343, '颤': 7344, '颦': 7345, '颧': 7346, '風': 7347, '颯': 7348, '颱': 7349, '颳': 7350, '颶': 7351, '颼': 7352, '飄': 7353, '飆': 7354, '风': 7355, '飒': 7356, '飓': 7357, '飕': 7358, '飘': 7359, '飙': 7360, '飚': 7361, '飛': 7362, '飞': 7363, '食': 7364, '飢': 7365, '飨': 7366, '飩': 7367, '飪': 7368, '飯': 7369, '飲': 7370, '飼': 7371, '飽': 7372, '飾': 7373, '餃': 7374, '餅': 7375, '餉': 7376, '養': 7377, '餌': 7378, '餐': 7379, '餒': 7380, '餓': 7381, '餘': 7382, '餚': 7383, '餛': 7384, '餞': 7385, '餡': 7386, '館': 7387, '餮': 7388, '餵': 7389, '餾': 7390, '饅': 7391, '饈': 7392, '饋': 7393, '饌': 7394, '饍': 7395, '饑': 7396, '饒': 7397, '饕': 7398, '饗': 7399, '饞': 7400, '饥': 7401, '饨': 7402, '饪': 7403, '饬': 7404, '饭': 7405, '饮': 7406, '饯': 7407, '饰': 7408, '饱': 7409, '饲': 7410, '饴': 7411, '饵': 7412, '饶': 7413, '饷': 7414, '饺': 7415, '饼': 7416, '饽': 7417, '饿': 7418, '馀': 7419, '馁': 7420, '馄': 7421, '馅': 7422, '馆': 7423, '馈': 7424, '馋': 7425, '馍': 7426, '馏': 7427, '馒': 7428, '馔': 7429, '首': 7430, '馗': 7431, '香': 7432, '馥': 7433, '馨': 7434, '馬': 7435, '馭': 7436, '馮': 7437, '馳': 7438, '馴': 7439, '駁': 7440, '駄': 7441, '駅': 7442, '駆': 7443, '駐': 7444, '駒': 7445, '駕': 7446, '駛': 7447, '駝': 7448, '駭': 7449, '駱': 7450, '駿': 7451, '騁': 7452, '騎': 7453, '騏': 7454, '験': 7455, '騙': 7456, '騨': 7457, '騰': 7458, '騷': 7459, '驀': 7460, '驅': 7461, '驊': 7462, '驍': 7463, '驒': 7464, '驕': 7465, '驗': 7466, '驚': 7467, '驛': 7468, '驟': 7469, '驢': 7470, '驥': 7471, '马': 7472, '驭': 7473, '驮': 7474, '驯': 7475, '驰': 7476, '驱': 7477, '驳': 7478, '驴': 7479, '驶': 7480, '驷': 7481, '驸': 7482, '驹': 7483, '驻': 7484, '驼': 7485, '驾': 7486, '驿': 7487, '骁': 7488, '骂': 7489, '骄': 7490, '骅': 7491, '骆': 7492, '骇': 7493, '骈': 7494, '骊': 7495, '骋': 7496, '验': 7497, '骏': 7498, '骐': 7499, '骑': 7500, '骗': 7501, '骚': 7502, '骛': 7503, '骜': 7504, '骞': 7505, '骠': 7506, '骡': 7507, '骤': 7508, '骥': 7509, '骧': 7510, '骨': 7511, '骯': 7512, '骰': 7513, '骶': 7514, '骷': 7515, '骸': 7516, '骼': 7517, '髂': 7518, '髅': 7519, '髋': 7520, '髏': 7521, '髒': 7522, '髓': 7523, '體': 7524, '髖': 7525, '高': 7526, '髦': 7527, '髪': 7528, '髮': 7529, '髯': 7530, '髻': 7531, '鬃': 7532, '鬆': 7533, '鬍': 7534, '鬓': 7535, '鬚': 7536, '鬟': 7537, '鬢': 7538, '鬣': 7539, '鬥': 7540, '鬧': 7541, '鬱': 7542, '鬼': 7543, '魁': 7544, '魂': 7545, '魄': 7546, '魅': 7547, '魇': 7548, '魍': 7549, '魏': 7550, '魔': 7551, '魘': 7552, '魚': 7553, '魯': 7554, '魷': 7555, '鮑': 7556, '鮨': 7557, '鮪': 7558, '鮭': 7559, '鮮': 7560, '鯉': 7561, '鯊': 7562, '鯖': 7563, '鯛': 7564, '鯨': 7565, '鯰': 7566, '鯽': 7567, '鰍': 7568, '鰓': 7569, '鰭': 7570, '鰲': 7571, '鰻': 7572, '鰾': 7573, '鱈': 7574, '鱉': 7575, '鱔': 7576, '鱗': 7577, '鱷': 7578, '鱸': 7579, '鱼': 7580, '鱿': 7581, '鲁': 7582, '鲈': 7583, '鲍': 7584, '鲑': 7585, '鲛': 7586, '鲜': 7587, '鲟': 7588, '鲢': 7589, '鲤': 7590, '鲨': 7591, '鲫': 7592, '鲱': 7593, '鲲': 7594, '鲶': 7595, '鲷': 7596, '鲸': 7597, '鳃': 7598, '鳄': 7599, '鳅': 7600, '鳌': 7601, '鳍': 7602, '鳕': 7603, '鳖': 7604, '鳗': 7605, '鳝': 7606, '鳞': 7607, '鳥': 7608, '鳩': 7609, '鳳': 7610, '鳴': 7611, '鳶': 7612, '鴉': 7613, '鴕': 7614, '鴛': 7615, '鴦': 7616, '鴨': 7617, '鴻': 7618, '鴿': 7619, '鵑': 7620, '鵜': 7621, '鵝': 7622, '鵡': 7623, '鵬': 7624, '鵰': 7625, '鵲': 7626, '鶘': 7627, '鶩': 7628, '鶯': 7629, '鶴': 7630, '鷗': 7631, '鷲': 7632, '鷹': 7633, '鷺': 7634, '鸚': 7635, '鸞': 7636, '鸟': 7637, '鸠': 7638, '鸡': 7639, '鸢': 7640, '鸣': 7641, '鸥': 7642, '鸦': 7643, '鸨': 7644, '鸪': 7645, '鸭': 7646, '鸯': 7647, '鸳': 7648, '鸵': 7649, '鸽': 7650, '鸾': 7651, '鸿': 7652, '鹂': 7653, '鹃': 7654, '鹄': 7655, '鹅': 7656, '鹈': 7657, '鹉': 7658, '鹊': 7659, '鹌': 7660, '鹏': 7661, '鹑': 7662, '鹕': 7663, '鹘': 7664, '鹜': 7665, '鹞': 7666, '鹤': 7667, '鹦': 7668, '鹧': 7669, '鹫': 7670, '鹭': 7671, '鹰': 7672, '鹳': 7673, '鹵': 7674, '鹹': 7675, '鹼': 7676, '鹽': 7677, '鹿': 7678, '麂': 7679, '麋': 7680, '麒': 7681, '麓': 7682, '麗': 7683, '麝': 7684, '麟': 7685, '麥': 7686, '麦': 7687, '麩': 7688, '麴': 7689, '麵': 7690, '麸': 7691, '麺': 7692, '麻': 7693, '麼': 7694, '麽': 7695, '麾': 7696, '黃': 7697, '黄': 7698, '黍': 7699, '黎': 7700, '黏': 7701, '黑': 7702, '黒': 7703, '黔': 7704, '默': 7705, '黛': 7706, '黜': 7707, '黝': 7708, '點': 7709, '黠': 7710, '黨': 7711, '黯': 7712, '黴': 7713, '鼋': 7714, '鼎': 7715, '鼐': 7716, '鼓': 7717, '鼠': 7718, '鼬': 7719, '鼹': 7720, '鼻': 7721, '鼾': 7722, '齁': 7723, '齊': 7724, '齋': 7725, '齐': 7726, '齒': 7727, '齡': 7728, '齢': 7729, '齣': 7730, '齦': 7731, '齿': 7732, '龄': 7733, '龅': 7734, '龈': 7735, '龊': 7736, '龋': 7737, '龌': 7738, '龍': 7739, '龐': 7740, '龔': 7741, '龕': 7742, '龙': 7743, '龚': 7744, '龛': 7745, '龜': 7746, '龟': 7747, '︰': 7748, '︱': 7749, '︶': 7750, '︿': 7751, '﹁': 7752, '﹂': 7753, '﹍': 7754, '﹏': 7755, '﹐': 7756, '﹑': 7757, '﹒': 7758, '﹔': 7759, '﹕': 7760, '﹖': 7761, '﹗': 7762, '﹙': 7763, '﹚': 7764, '﹝': 7765, '﹞': 7766, '﹡': 7767, '﹣': 7768, '！': 7769, '＂': 7770, '＃': 7771, '＄': 7772, '％': 7773, '＆': 7774, '＇': 7775, '（': 7776, '）': 7777, '＊': 7778, '＋': 7779, '，': 7780, '－': 7781, '．': 7782, '／': 7783, '０': 7784, '１': 7785, '２': 7786, '３': 7787, '４': 7788, '５': 7789, '６': 7790, '７': 7791, '８': 7792, '９': 7793, '：': 7794, '；': 7795, '＜': 7796, '＝': 7797, '＞': 7798, '？': 7799, '＠': 7800, '［': 7801, '＼': 7802, '］': 7803, '＾': 7804, '＿': 7805, '｀': 7806, 'ａ': 7807, 'ｂ': 7808, 'ｃ': 7809, 'ｄ': 7810, 'ｅ': 7811, 'ｆ': 7812, 'ｇ': 7813, 'ｈ': 7814, 'ｉ': 7815, 'ｊ': 7816, 'ｋ': 7817, 'ｌ': 7818, 'ｍ': 7819, 'ｎ': 7820, 'ｏ': 7821, 'ｐ': 7822, 'ｑ': 7823, 'ｒ': 7824, 'ｓ': 7825, 'ｔ': 7826, 'ｕ': 7827, 'ｖ': 7828, 'ｗ': 7829, 'ｘ': 7830, 'ｙ': 7831, 'ｚ': 7832, '｛': 7833, '｜': 7834, '｝': 7835, '～': 7836, '｡': 7837, '｢': 7838, '｣': 7839, '､': 7840, '･': 7841, 'ｯ': 7842, 'ｰ': 7843, 'ｲ': 7844, 'ｸ': 7845, 'ｼ': 7846, 'ｽ': 7847, 'ﾄ': 7848, 'ﾉ': 7849, 'ﾌ': 7850, 'ﾗ': 7851, 'ﾙ': 7852, 'ﾝ': 7853, 'ﾞ': 7854, 'ﾟ': 7855, '￣': 7856, '￥': 7857})
train_len:29053
create ./weights/token_classification_split_3/11-22_21:56:11 dir
training model...
   0m: epoch 1 [                    ]  0%  loss = ...
   0m: epoch 1 [                    ]  0%  loss = 4.539
   0m: epoch 1 [                    ]  0%  loss = 2.562
   0m: epoch 1 [                    ]  1%  loss = 2.033
   0m: epoch 1 [                    ]  1%  loss = 1.786
   0m: epoch 1 [                    ]  1%  loss = 1.631
   0m: epoch 1 [                    ]  2%  loss = 1.496
   0m: epoch 1 [                    ]  2%  loss = 1.375
   0m: epoch 1 [                    ]  2%  loss = 1.253
   0m: epoch 1 [                    ]  3%  loss = 1.126
   1m: epoch 1 [                    ]  3%  loss = 1.011
   1m: epoch 1 [                    ]  3%  loss = 0.913
   1m: epoch 1 [                    ]  4%  loss = 0.817
   1m: epoch 1 [                    ]  4%  loss = 0.738
   1m: epoch 1 [                    ]  4%  loss = 0.679
   1m: epoch 1 [#                   ]  5%  loss = 0.623
   1m: epoch 1 [#                   ]  5%  loss = 0.564
   1m: epoch 1 [#                   ]  5%  loss = 0.529
   1m: epoch 1 [#                   ]  6%  loss = 0.490
   2m: epoch 1 [#                   ]  6%  loss = 0.461
   2m: epoch 1 [#                   ]  6%  loss = 0.434
   2m: epoch 1 [#                   ]  7%  loss = 0.416
   2m: epoch 1 [#                   ]  7%  loss = 0.394
   2m: epoch 1 [#                   ]  7%  loss = 0.383
   2m: epoch 1 [#                   ]  8%  loss = 0.367
   2m: epoch 1 [#                   ]  8%  loss = 0.351
   2m: epoch 1 [#                   ]  8%  loss = 0.344
   2m: epoch 1 [#                   ]  9%  loss = 0.337
   2m: epoch 1 [#                   ]  9%  loss = 0.323
   3m: epoch 1 [#                   ]  9%  loss = 0.314
   3m: epoch 1 [##                  ]  10%  loss = 0.303
   3m: epoch 1 [##                  ]  10%  loss = 0.299
   3m: epoch 1 [##                  ]  11%  loss = 0.293
   3m: epoch 1 [##                  ]  11%  loss = 0.288
   3m: epoch 1 [##                  ]  11%  loss = 0.281
   3m: epoch 1 [##                  ]  12%  loss = 0.271
   3m: epoch 1 [##                  ]  12%  loss = 0.274
   3m: epoch 1 [##                  ]  12%  loss = 0.265
   3m: epoch 1 [##                  ]  13%  loss = 0.258
   4m: epoch 1 [##                  ]  13%  loss = 0.253
   4m: epoch 1 [##                  ]  13%  loss = 0.252
   4m: epoch 1 [##                  ]  14%  loss = 0.247
   4m: epoch 1 [##                  ]  14%  loss = 0.247
   4m: epoch 1 [##                  ]  14%  loss = 0.238
   4m: epoch 1 [###                 ]  15%  loss = 0.237
   4m: epoch 1 [###                 ]  15%  loss = 0.235
   4m: epoch 1 [###                 ]  15%  loss = 0.228
   4m: epoch 1 [###                 ]  16%  loss = 0.223
   5m: epoch 1 [###                 ]  16%  loss = 0.218
   5m: epoch 1 [###                 ]  16%  loss = 0.225
   5m: epoch 1 [###                 ]  17%  loss = 0.217
   5m: epoch 1 [###                 ]  17%  loss = 0.216
   5m: epoch 1 [###                 ]  17%  loss = 0.211
   5m: epoch 1 [###                 ]  18%  loss = 0.209
   5m: epoch 1 [###                 ]  18%  loss = 0.206
   5m: epoch 1 [###                 ]  18%  loss = 0.202
   5m: epoch 1 [###                 ]  19%  loss = 0.208
   5m: epoch 1 [###                 ]  19%  loss = 0.202
   6m: epoch 1 [###                 ]  19%  loss = 0.204
   6m: epoch 1 [####                ]  20%  loss = 0.199
   6m: epoch 1 [####                ]  20%  loss = 0.196
   6m: epoch 1 [####                ]  20%  loss = 0.198
   6m: epoch 1 [####                ]  21%  loss = 0.194
   6m: epoch 1 [####                ]  21%  loss = 0.192
   6m: epoch 1 [####                ]  22%  loss = 0.189
   6m: epoch 1 [####                ]  22%  loss = 0.188
   6m: epoch 1 [####                ]  22%  loss = 0.184
   6m: epoch 1 [####                ]  23%  loss = 0.184
   7m: epoch 1 [####                ]  23%  loss = 0.187
   7m: epoch 1 [####                ]  23%  loss = 0.181
   7m: epoch 1 [####                ]  24%  loss = 0.180
   7m: epoch 1 [####                ]  24%  loss = 0.181
   7m: epoch 1 [####                ]  24%  loss = 0.178
   7m: epoch 1 [#####               ]  25%  loss = 0.175
   7m: epoch 1 [#####               ]  25%  loss = 0.178
   7m: epoch 1 [#####               ]  25%  loss = 0.175
   7m: epoch 1 [#####               ]  26%  loss = 0.174
   8m: epoch 1 [#####               ]  26%  loss = 0.175
   8m: epoch 1 [#####               ]  26%  loss = 0.167
   8m: epoch 1 [#####               ]  27%  loss = 0.171
   8m: epoch 1 [#####               ]  27%  loss = 0.170
   8m: epoch 1 [#####               ]  27%  loss = 0.168
   8m: epoch 1 [#####               ]  28%  loss = 0.162
   8m: epoch 1 [#####               ]  28%  loss = 0.167
   8m: epoch 1 [#####               ]  28%  loss = 0.164
   8m: epoch 1 [#####               ]  29%  loss = 0.161
   8m: epoch 1 [#####               ]  29%  loss = 0.166
   9m: epoch 1 [#####               ]  29%  loss = 0.168
   9m: epoch 1 [######              ]  30%  loss = 0.160
   9m: epoch 1 [######              ]  30%  loss = 0.162
   9m: epoch 1 [######              ]  30%  loss = 0.159
   9m: epoch 1 [######              ]  31%  loss = 0.156
   9m: epoch 1 [######              ]  31%  loss = 0.156
   9m: epoch 1 [######              ]  32%  loss = 0.154
   9m: epoch 1 [######              ]  32%  loss = 0.158
   9m: epoch 1 [######              ]  32%  loss = 0.160
   9m: epoch 1 [######              ]  33%  loss = 0.153
   10m: epoch 1 [######              ]  33%  loss = 0.153
   10m: epoch 1 [######              ]  33%  loss = 0.152
   10m: epoch 1 [######              ]  34%  loss = 0.150
   10m: epoch 1 [######              ]  34%  loss = 0.150
   10m: epoch 1 [######              ]  34%  loss = 0.153
   10m: epoch 1 [#######             ]  35%  loss = 0.150
   10m: epoch 1 [#######             ]  35%  loss = 0.143
   10m: epoch 1 [#######             ]  35%  loss = 0.153
   10m: epoch 1 [#######             ]  36%  loss = 0.148
   10m: epoch 1 [#######             ]  36%  loss = 0.147
   11m: epoch 1 [#######             ]  36%  loss = 0.143
   11m: epoch 1 [#######             ]  37%  loss = 0.144
   11m: epoch 1 [#######             ]  37%  loss = 0.141
   11m: epoch 1 [#######             ]  37%  loss = 0.147
   11m: epoch 1 [#######             ]  38%  loss = 0.139
   11m: epoch 1 [#######             ]  38%  loss = 0.145
   11m: epoch 1 [#######             ]  38%  loss = 0.137
   11m: epoch 1 [#######             ]  39%  loss = 0.142
   11m: epoch 1 [#######             ]  39%  loss = 0.148
   12m: epoch 1 [#######             ]  39%  loss = 0.140
   12m: epoch 1 [########            ]  40%  loss = 0.140
   12m: epoch 1 [########            ]  40%  loss = 0.141
   12m: epoch 1 [########            ]  40%  loss = 0.138
   12m: epoch 1 [########            ]  41%  loss = 0.140
   12m: epoch 1 [########            ]  41%  loss = 0.137
   12m: epoch 1 [########            ]  41%  loss = 0.140
   12m: epoch 1 [########            ]  42%  loss = 0.139
   12m: epoch 1 [########            ]  42%  loss = 0.136
   12m: epoch 1 [########            ]  43%  loss = 0.137
   13m: epoch 1 [########            ]  43%  loss = 0.133
   13m: epoch 1 [########            ]  43%  loss = 0.133
   13m: epoch 1 [########            ]  44%  loss = 0.135
   13m: epoch 1 [########            ]  44%  loss = 0.138
   13m: epoch 1 [########            ]  44%  loss = 0.130
   13m: epoch 1 [#########           ]  45%  loss = 0.129
   13m: epoch 1 [#########           ]  45%  loss = 0.132
   13m: epoch 1 [#########           ]  45%  loss = 0.131
   13m: epoch 1 [#########           ]  46%  loss = 0.134
   13m: epoch 1 [#########           ]  46%  loss = 0.132
   14m: epoch 1 [#########           ]  46%  loss = 0.133
   14m: epoch 1 [#########           ]  47%  loss = 0.130
   14m: epoch 1 [#########           ]  47%  loss = 0.128
   14m: epoch 1 [#########           ]  47%  loss = 0.138
   14m: epoch 1 [#########           ]  48%  loss = 0.126
   14m: epoch 1 [#########           ]  48%  loss = 0.131
   14m: epoch 1 [#########           ]  48%  loss = 0.127
   14m: epoch 1 [#########           ]  49%  loss = 0.126
   14m: epoch 1 [#########           ]  49%  loss = 0.124
   15m: epoch 1 [#########           ]  49%  loss = 0.126
   15m: epoch 1 [##########          ]  50%  loss = 0.126
   15m: epoch 1 [##########          ]  50%  loss = 0.130
   15m: epoch 1 [##########          ]  50%  loss = 0.127
   15m: epoch 1 [##########          ]  51%  loss = 0.126
   15m: epoch 1 [##########          ]  51%  loss = 0.123
   15m: epoch 1 [##########          ]  51%  loss = 0.128
   15m: epoch 1 [##########          ]  52%  loss = 0.126
   15m: epoch 1 [##########          ]  52%  loss = 0.123
   15m: epoch 1 [##########          ]  53%  loss = 0.120
   16m: epoch 1 [##########          ]  53%  loss = 0.122
   16m: epoch 1 [##########          ]  53%  loss = 0.123
   16m: epoch 1 [##########          ]  54%  loss = 0.121
   16m: epoch 1 [##########          ]  54%  loss = 0.125
   16m: epoch 1 [##########          ]  54%  loss = 0.120
   16m: epoch 1 [###########         ]  55%  loss = 0.118
   16m: epoch 1 [###########         ]  55%  loss = 0.120
   16m: epoch 1 [###########         ]  55%  loss = 0.120
   16m: epoch 1 [###########         ]  56%  loss = 0.120
   16m: epoch 1 [###########         ]  56%  loss = 0.118
   17m: epoch 1 [###########         ]  56%  loss = 0.121
   17m: epoch 1 [###########         ]  57%  loss = 0.122
   17m: epoch 1 [###########         ]  57%  loss = 0.124
   17m: epoch 1 [###########         ]  57%  loss = 0.119
   17m: epoch 1 [###########         ]  58%  loss = 0.119
   17m: epoch 1 [###########         ]  58%  loss = 0.116
   17m: epoch 1 [###########         ]  58%  loss = 0.119
   17m: epoch 1 [###########         ]  59%  loss = 0.116
   17m: epoch 1 [###########         ]  59%  loss = 0.120
   17m: epoch 1 [###########         ]  59%  loss = 0.120
   18m: epoch 1 [############        ]  60%  loss = 0.121
   18m: epoch 1 [############        ]  60%  loss = 0.113
   18m: epoch 1 [############        ]  60%  loss = 0.112
   18m: epoch 1 [############        ]  61%  loss = 0.116
   18m: epoch 1 [############        ]  61%  loss = 0.116
   18m: epoch 1 [############        ]  61%  loss = 0.117
   18m: epoch 1 [############        ]  62%  loss = 0.121
   18m: epoch 1 [############        ]  62%  loss = 0.115
   18m: epoch 1 [############        ]  62%  loss = 0.118
   19m: epoch 1 [############        ]  63%  loss = 0.111
   19m: epoch 1 [############        ]  63%  loss = 0.113
   19m: epoch 1 [############        ]  64%  loss = 0.115
   19m: epoch 1 [############        ]  64%  loss = 0.113
   19m: epoch 1 [############        ]  64%  loss = 0.112
   19m: epoch 1 [#############       ]  65%  loss = 0.112
   19m: epoch 1 [#############       ]  65%  loss = 0.112
   19m: epoch 1 [#############       ]  65%  loss = 0.112
   19m: epoch 1 [#############       ]  66%  loss = 0.111
   19m: epoch 1 [#############       ]  66%  loss = 0.114
   20m: epoch 1 [#############       ]  66%  loss = 0.111
   20m: epoch 1 [#############       ]  67%  loss = 0.113
   20m: epoch 1 [#############       ]  67%  loss = 0.110
   20m: epoch 1 [#############       ]  67%  loss = 0.115
   20m: epoch 1 [#############       ]  68%  loss = 0.111
   20m: epoch 1 [#############       ]  68%  loss = 0.110
   20m: epoch 1 [#############       ]  68%  loss = 0.112
   20m: epoch 1 [#############       ]  69%  loss = 0.108
   20m: epoch 1 [#############       ]  69%  loss = 0.111
   20m: epoch 1 [#############       ]  69%  loss = 0.112
   21m: epoch 1 [##############      ]  70%  loss = 0.104
   21m: epoch 1 [##############      ]  70%  loss = 0.105
   21m: epoch 1 [##############      ]  70%  loss = 0.110
   21m: epoch 1 [##############      ]  71%  loss = 0.109
   21m: epoch 1 [##############      ]  71%  loss = 0.106
   21m: epoch 1 [##############      ]  71%  loss = 0.103
   21m: epoch 1 [##############      ]  72%  loss = 0.106
   21m: epoch 1 [##############      ]  72%  loss = 0.106
   21m: epoch 1 [##############      ]  72%  loss = 0.108
   21m: epoch 1 [##############      ]  73%  loss = 0.106
   22m: epoch 1 [##############      ]  73%  loss = 0.106
   22m: epoch 1 [##############      ]  74%  loss = 0.107
   22m: epoch 1 [##############      ]  74%  loss = 0.106
   22m: epoch 1 [##############      ]  74%  loss = 0.106
   22m: epoch 1 [###############     ]  75%  loss = 0.107
   22m: epoch 1 [###############     ]  75%  loss = 0.103
   22m: epoch 1 [###############     ]  75%  loss = 0.105
   22m: epoch 1 [###############     ]  76%  loss = 0.103
   22m: epoch 1 [###############     ]  76%  loss = 0.104
   22m: epoch 1 [###############     ]  76%  loss = 0.105
   23m: epoch 1 [###############     ]  77%  loss = 0.104
   23m: epoch 1 [###############     ]  77%  loss = 0.103
   23m: epoch 1 [###############     ]  77%  loss = 0.104
   23m: epoch 1 [###############     ]  78%  loss = 0.101
   23m: epoch 1 [###############     ]  78%  loss = 0.105
   23m: epoch 1 [###############     ]  78%  loss = 0.108
   23m: epoch 1 [###############     ]  79%  loss = 0.099
   23m: epoch 1 [###############     ]  79%  loss = 0.105
   23m: epoch 1 [###############     ]  79%  loss = 0.103
   23m: epoch 1 [################    ]  80%  loss = 0.104
   24m: epoch 1 [################    ]  80%  loss = 0.102
   24m: epoch 1 [################    ]  80%  loss = 0.101
   24m: epoch 1 [################    ]  81%  loss = 0.102
   24m: epoch 1 [################    ]  81%  loss = 0.103
   24m: epoch 1 [################    ]  81%  loss = 0.104
   24m: epoch 1 [################    ]  82%  loss = 0.098
   24m: epoch 1 [################    ]  82%  loss = 0.102
   24m: epoch 1 [################    ]  82%  loss = 0.105
   24m: epoch 1 [################    ]  83%  loss = 0.098
   25m: epoch 1 [################    ]  83%  loss = 0.102
   25m: epoch 1 [################    ]  83%  loss = 0.102
   25m: epoch 1 [################    ]  84%  loss = 0.099
   25m: epoch 1 [################    ]  84%  loss = 0.099
   25m: epoch 1 [#################   ]  85%  loss = 0.099
   25m: epoch 1 [#################   ]  85%  loss = 0.097
   25m: epoch 1 [#################   ]  85%  loss = 0.098
   25m: epoch 1 [#################   ]  86%  loss = 0.102
   25m: epoch 1 [#################   ]  86%  loss = 0.101
   25m: epoch 1 [#################   ]  86%  loss = 0.101
   26m: epoch 1 [#################   ]  87%  loss = 0.101
   26m: epoch 1 [#################   ]  87%  loss = 0.102
   26m: epoch 1 [#################   ]  87%  loss = 0.095
   26m: epoch 1 [#################   ]  88%  loss = 0.098
   26m: epoch 1 [#################   ]  88%  loss = 0.100
   26m: epoch 1 [#################   ]  88%  loss = 0.099
   26m: epoch 1 [#################   ]  89%  loss = 0.099
   26m: epoch 1 [#################   ]  89%  loss = 0.096
   26m: epoch 1 [#################   ]  89%  loss = 0.099
   26m: epoch 1 [##################  ]  90%  loss = 0.097
   27m: epoch 1 [##################  ]  90%  loss = 0.101
   27m: epoch 1 [##################  ]  90%  loss = 0.098
   27m: epoch 1 [##################  ]  91%  loss = 0.097
   27m: epoch 1 [##################  ]  91%  loss = 0.096
   27m: epoch 1 [##################  ]  91%  loss = 0.098
   27m: epoch 1 [##################  ]  92%  loss = 0.096
   27m: epoch 1 [##################  ]  92%  loss = 0.093
   27m: epoch 1 [##################  ]  92%  loss = 0.095
   27m: epoch 1 [##################  ]  93%  loss = 0.093
   27m: epoch 1 [##################  ]  93%  loss = 0.096
   28m: epoch 1 [##################  ]  93%  loss = 0.099
   28m: epoch 1 [##################  ]  94%  loss = 0.098
   28m: epoch 1 [##################  ]  94%  loss = 0.097
   28m: epoch 1 [##################  ]  94%  loss = 0.096
   28m: epoch 1 [################### ]  95%  loss = 0.100
   28m: epoch 1 [################### ]  95%  loss = 0.095
   28m: epoch 1 [################### ]  96%  loss = 0.095
   28m: epoch 1 [################### ]  96%  loss = 0.099
   28m: epoch 1 [################### ]  96%  loss = 0.094
   28m: epoch 1 [################### ]  97%  loss = 0.097
   29m: epoch 1 [################### ]  97%  loss = 0.094
   29m: epoch 1 [################### ]  97%  loss = 0.096
   29m: epoch 1 [################### ]  98%  loss = 0.095
   29m: epoch 1 [################### ]  98%  loss = 0.095
   29m: epoch 1 [################### ]  98%  loss = 0.094
   29m: epoch 1 [################### ]  99%  loss = 0.096
   29m: epoch 1 [################### ]  99%  loss = 0.095
   29m: epoch 1 [################### ]  99%  loss = 0.097
29m: epoch 1 [####################]  100%  loss = 0.097
epoch 1 complete, loss = 0.097
model saved as token_classification_split_3_1_0.097
   29m: epoch 2 [                    ]  0%  loss = ...
   30m: epoch 2 [                    ]  0%  loss = 0.091
   30m: epoch 2 [                    ]  0%  loss = 0.089
   30m: epoch 2 [                    ]  1%  loss = 0.090
   30m: epoch 2 [                    ]  1%  loss = 0.086
   30m: epoch 2 [                    ]  1%  loss = 0.086
   30m: epoch 2 [                    ]  2%  loss = 0.087
   30m: epoch 2 [                    ]  2%  loss = 0.092
   30m: epoch 2 [                    ]  2%  loss = 0.093
   30m: epoch 2 [                    ]  3%  loss = 0.091
   30m: epoch 2 [                    ]  3%  loss = 0.089
   31m: epoch 2 [                    ]  3%  loss = 0.086
   31m: epoch 2 [                    ]  4%  loss = 0.091
   31m: epoch 2 [                    ]  4%  loss = 0.090
   31m: epoch 2 [                    ]  4%  loss = 0.087
   31m: epoch 2 [#                   ]  5%  loss = 0.091
   31m: epoch 2 [#                   ]  5%  loss = 0.090
   31m: epoch 2 [#                   ]  5%  loss = 0.090
   31m: epoch 2 [#                   ]  6%  loss = 0.091
   31m: epoch 2 [#                   ]  6%  loss = 0.088
   31m: epoch 2 [#                   ]  6%  loss = 0.085
   32m: epoch 2 [#                   ]  7%  loss = 0.089
   32m: epoch 2 [#                   ]  7%  loss = 0.091
   32m: epoch 2 [#                   ]  7%  loss = 0.086
   32m: epoch 2 [#                   ]  8%  loss = 0.088
   32m: epoch 2 [#                   ]  8%  loss = 0.086
   32m: epoch 2 [#                   ]  8%  loss = 0.090
   32m: epoch 2 [#                   ]  9%  loss = 0.087
   32m: epoch 2 [#                   ]  9%  loss = 0.090
   32m: epoch 2 [#                   ]  9%  loss = 0.091
   32m: epoch 2 [##                  ]  10%  loss = 0.091
   33m: epoch 2 [##                  ]  10%  loss = 0.088
   33m: epoch 2 [##                  ]  11%  loss = 0.090
   33m: epoch 2 [##                  ]  11%  loss = 0.087
   33m: epoch 2 [##                  ]  11%  loss = 0.088
   33m: epoch 2 [##                  ]  12%  loss = 0.090
   33m: epoch 2 [##                  ]  12%  loss = 0.091
   33m: epoch 2 [##                  ]  12%  loss = 0.088
   33m: epoch 2 [##                  ]  13%  loss = 0.090
   33m: epoch 2 [##                  ]  13%  loss = 0.088
   33m: epoch 2 [##                  ]  13%  loss = 0.088
   34m: epoch 2 [##                  ]  14%  loss = 0.088
   34m: epoch 2 [##                  ]  14%  loss = 0.089
   34m: epoch 2 [##                  ]  14%  loss = 0.087
   34m: epoch 2 [###                 ]  15%  loss = 0.084
   34m: epoch 2 [###                 ]  15%  loss = 0.087
   34m: epoch 2 [###                 ]  15%  loss = 0.087
   34m: epoch 2 [###                 ]  16%  loss = 0.088
   34m: epoch 2 [###                 ]  16%  loss = 0.087
   34m: epoch 2 [###                 ]  16%  loss = 0.087
   35m: epoch 2 [###                 ]  17%  loss = 0.087
   35m: epoch 2 [###                 ]  17%  loss = 0.088
   35m: epoch 2 [###                 ]  17%  loss = 0.087
   35m: epoch 2 [###                 ]  18%  loss = 0.086
   35m: epoch 2 [###                 ]  18%  loss = 0.084
   35m: epoch 2 [###                 ]  18%  loss = 0.091
   35m: epoch 2 [###                 ]  19%  loss = 0.083
   35m: epoch 2 [###                 ]  19%  loss = 0.084
   35m: epoch 2 [###                 ]  19%  loss = 0.082
   35m: epoch 2 [####                ]  20%  loss = 0.083
   36m: epoch 2 [####                ]  20%  loss = 0.087
   36m: epoch 2 [####                ]  20%  loss = 0.086
   36m: epoch 2 [####                ]  21%  loss = 0.081
   36m: epoch 2 [####                ]  21%  loss = 0.087
   36m: epoch 2 [####                ]  22%  loss = 0.086
   36m: epoch 2 [####                ]  22%  loss = 0.084
   36m: epoch 2 [####                ]  22%  loss = 0.086
   36m: epoch 2 [####                ]  23%  loss = 0.086
   36m: epoch 2 [####                ]  23%  loss = 0.085
   36m: epoch 2 [####                ]  23%  loss = 0.087
   37m: epoch 2 [####                ]  24%  loss = 0.087
   37m: epoch 2 [####                ]  24%  loss = 0.087
   37m: epoch 2 [####                ]  24%  loss = 0.087
   37m: epoch 2 [#####               ]  25%  loss = 0.085
   37m: epoch 2 [#####               ]  25%  loss = 0.085
   37m: epoch 2 [#####               ]  25%  loss = 0.088
   37m: epoch 2 [#####               ]  26%  loss = 0.085
   37m: epoch 2 [#####               ]  26%  loss = 0.083
   37m: epoch 2 [#####               ]  26%  loss = 0.083
   37m: epoch 2 [#####               ]  27%  loss = 0.086
   38m: epoch 2 [#####               ]  27%  loss = 0.085
   38m: epoch 2 [#####               ]  27%  loss = 0.083
   38m: epoch 2 [#####               ]  28%  loss = 0.082
   38m: epoch 2 [#####               ]  28%  loss = 0.085
   38m: epoch 2 [#####               ]  28%  loss = 0.081
   38m: epoch 2 [#####               ]  29%  loss = 0.083
   38m: epoch 2 [#####               ]  29%  loss = 0.084
   38m: epoch 2 [#####               ]  29%  loss = 0.083
   38m: epoch 2 [######              ]  30%  loss = 0.086
   38m: epoch 2 [######              ]  30%  loss = 0.083
   39m: epoch 2 [######              ]  30%  loss = 0.085
   39m: epoch 2 [######              ]  31%  loss = 0.081
   39m: epoch 2 [######              ]  31%  loss = 0.083
   39m: epoch 2 [######              ]  32%  loss = 0.083
   39m: epoch 2 [######              ]  32%  loss = 0.086
   39m: epoch 2 [######              ]  32%  loss = 0.083
   39m: epoch 2 [######              ]  33%  loss = 0.084
   39m: epoch 2 [######              ]  33%  loss = 0.084
   39m: epoch 2 [######              ]  33%  loss = 0.084
   39m: epoch 2 [######              ]  34%  loss = 0.079
   40m: epoch 2 [######              ]  34%  loss = 0.083
   40m: epoch 2 [######              ]  34%  loss = 0.080
   40m: epoch 2 [#######             ]  35%  loss = 0.084
   40m: epoch 2 [#######             ]  35%  loss = 0.084
   40m: epoch 2 [#######             ]  35%  loss = 0.081
   40m: epoch 2 [#######             ]  36%  loss = 0.085
   40m: epoch 2 [#######             ]  36%  loss = 0.078
   40m: epoch 2 [#######             ]  36%  loss = 0.083
   40m: epoch 2 [#######             ]  37%  loss = 0.082
   40m: epoch 2 [#######             ]  37%  loss = 0.081
   41m: epoch 2 [#######             ]  37%  loss = 0.085
   41m: epoch 2 [#######             ]  38%  loss = 0.084
   41m: epoch 2 [#######             ]  38%  loss = 0.082
   41m: epoch 2 [#######             ]  38%  loss = 0.082
   41m: epoch 2 [#######             ]  39%  loss = 0.082
   41m: epoch 2 [#######             ]  39%  loss = 0.077
   41m: epoch 2 [#######             ]  39%  loss = 0.081
   41m: epoch 2 [########            ]  40%  loss = 0.080
   41m: epoch 2 [########            ]  40%  loss = 0.080
   41m: epoch 2 [########            ]  40%  loss = 0.082
   42m: epoch 2 [########            ]  41%  loss = 0.079
   42m: epoch 2 [########            ]  41%  loss = 0.080
   42m: epoch 2 [########            ]  41%  loss = 0.082
   42m: epoch 2 [########            ]  42%  loss = 0.083
   42m: epoch 2 [########            ]  42%  loss = 0.080
   42m: epoch 2 [########            ]  43%  loss = 0.083
   42m: epoch 2 [########            ]  43%  loss = 0.080
   42m: epoch 2 [########            ]  43%  loss = 0.079
   42m: epoch 2 [########            ]  44%  loss = 0.080
   42m: epoch 2 [########            ]  44%  loss = 0.082
   43m: epoch 2 [########            ]  44%  loss = 0.081
   43m: epoch 2 [#########           ]  45%  loss = 0.081
   43m: epoch 2 [#########           ]  45%  loss = 0.086
   43m: epoch 2 [#########           ]  45%  loss = 0.079
   43m: epoch 2 [#########           ]  46%  loss = 0.080
   43m: epoch 2 [#########           ]  46%  loss = 0.077
   43m: epoch 2 [#########           ]  46%  loss = 0.083
   43m: epoch 2 [#########           ]  47%  loss = 0.078
   43m: epoch 2 [#########           ]  47%  loss = 0.081
   44m: epoch 2 [#########           ]  47%  loss = 0.078
   44m: epoch 2 [#########           ]  48%  loss = 0.080
   44m: epoch 2 [#########           ]  48%  loss = 0.077
   44m: epoch 2 [#########           ]  48%  loss = 0.082
   44m: epoch 2 [#########           ]  49%  loss = 0.078
   44m: epoch 2 [#########           ]  49%  loss = 0.080
   44m: epoch 2 [#########           ]  49%  loss = 0.082
   44m: epoch 2 [##########          ]  50%  loss = 0.081
   44m: epoch 2 [##########          ]  50%  loss = 0.081
   44m: epoch 2 [##########          ]  50%  loss = 0.078
   45m: epoch 2 [##########          ]  51%  loss = 0.079
   45m: epoch 2 [##########          ]  51%  loss = 0.078
   45m: epoch 2 [##########          ]  51%  loss = 0.077
   45m: epoch 2 [##########          ]  52%  loss = 0.076
   45m: epoch 2 [##########          ]  52%  loss = 0.080
   45m: epoch 2 [##########          ]  53%  loss = 0.080
   45m: epoch 2 [##########          ]  53%  loss = 0.078
   45m: epoch 2 [##########          ]  53%  loss = 0.077
   45m: epoch 2 [##########          ]  54%  loss = 0.080
   45m: epoch 2 [##########          ]  54%  loss = 0.079
   46m: epoch 2 [##########          ]  54%  loss = 0.078
   46m: epoch 2 [###########         ]  55%  loss = 0.079
   46m: epoch 2 [###########         ]  55%  loss = 0.079
   46m: epoch 2 [###########         ]  55%  loss = 0.079
   46m: epoch 2 [###########         ]  56%  loss = 0.076
   46m: epoch 2 [###########         ]  56%  loss = 0.081
   46m: epoch 2 [###########         ]  56%  loss = 0.082
   46m: epoch 2 [###########         ]  57%  loss = 0.081
   46m: epoch 2 [###########         ]  57%  loss = 0.077
   46m: epoch 2 [###########         ]  57%  loss = 0.079
   47m: epoch 2 [###########         ]  58%  loss = 0.080
   47m: epoch 2 [###########         ]  58%  loss = 0.079
   47m: epoch 2 [###########         ]  58%  loss = 0.076
   47m: epoch 2 [###########         ]  59%  loss = 0.078
   47m: epoch 2 [###########         ]  59%  loss = 0.080
   47m: epoch 2 [###########         ]  59%  loss = 0.078
   47m: epoch 2 [############        ]  60%  loss = 0.079
   47m: epoch 2 [############        ]  60%  loss = 0.075
   47m: epoch 2 [############        ]  60%  loss = 0.078
   47m: epoch 2 [############        ]  61%  loss = 0.077
   48m: epoch 2 [############        ]  61%  loss = 0.079
   48m: epoch 2 [############        ]  61%  loss = 0.075
   48m: epoch 2 [############        ]  62%  loss = 0.078
   48m: epoch 2 [############        ]  62%  loss = 0.078
   48m: epoch 2 [############        ]  62%  loss = 0.080
   48m: epoch 2 [############        ]  63%  loss = 0.074
   48m: epoch 2 [############        ]  63%  loss = 0.079
   48m: epoch 2 [############        ]  64%  loss = 0.080
   48m: epoch 2 [############        ]  64%  loss = 0.077
   48m: epoch 2 [############        ]  64%  loss = 0.077
   49m: epoch 2 [#############       ]  65%  loss = 0.074
   49m: epoch 2 [#############       ]  65%  loss = 0.073
   49m: epoch 2 [#############       ]  65%  loss = 0.077
   49m: epoch 2 [#############       ]  66%  loss = 0.080
   49m: epoch 2 [#############       ]  66%  loss = 0.076
   49m: epoch 2 [#############       ]  66%  loss = 0.078
   49m: epoch 2 [#############       ]  67%  loss = 0.076
   49m: epoch 2 [#############       ]  67%  loss = 0.081
   49m: epoch 2 [#############       ]  67%  loss = 0.076
   49m: epoch 2 [#############       ]  68%  loss = 0.079
   50m: epoch 2 [#############       ]  68%  loss = 0.076
   50m: epoch 2 [#############       ]  68%  loss = 0.078
   50m: epoch 2 [#############       ]  69%  loss = 0.081
   50m: epoch 2 [#############       ]  69%  loss = 0.079
   50m: epoch 2 [#############       ]  69%  loss = 0.077
   50m: epoch 2 [##############      ]  70%  loss = 0.080
   50m: epoch 2 [##############      ]  70%  loss = 0.078
   50m: epoch 2 [##############      ]  70%  loss = 0.076
   50m: epoch 2 [##############      ]  71%  loss = 0.078
   51m: epoch 2 [##############      ]  71%  loss = 0.076
   51m: epoch 2 [##############      ]  71%  loss = 0.076
   51m: epoch 2 [##############      ]  72%  loss = 0.079
   51m: epoch 2 [##############      ]  72%  loss = 0.076
   51m: epoch 2 [##############      ]  72%  loss = 0.075
   51m: epoch 2 [##############      ]  73%  loss = 0.076
   51m: epoch 2 [##############      ]  73%  loss = 0.076
   51m: epoch 2 [##############      ]  74%  loss = 0.074
   51m: epoch 2 [##############      ]  74%  loss = 0.079
   51m: epoch 2 [##############      ]  74%  loss = 0.074
   52m: epoch 2 [###############     ]  75%  loss = 0.077
   52m: epoch 2 [###############     ]  75%  loss = 0.077
   52m: epoch 2 [###############     ]  75%  loss = 0.075
   52m: epoch 2 [###############     ]  76%  loss = 0.074
   52m: epoch 2 [###############     ]  76%  loss = 0.077
   52m: epoch 2 [###############     ]  76%  loss = 0.082
   52m: epoch 2 [###############     ]  77%  loss = 0.071
   52m: epoch 2 [###############     ]  77%  loss = 0.078
   52m: epoch 2 [###############     ]  77%  loss = 0.074
   52m: epoch 2 [###############     ]  78%  loss = 0.078
   53m: epoch 2 [###############     ]  78%  loss = 0.075
   53m: epoch 2 [###############     ]  78%  loss = 0.075
   53m: epoch 2 [###############     ]  79%  loss = 0.075
   53m: epoch 2 [###############     ]  79%  loss = 0.079
   53m: epoch 2 [###############     ]  79%  loss = 0.076
   53m: epoch 2 [################    ]  80%  loss = 0.078
   53m: epoch 2 [################    ]  80%  loss = 0.076
   53m: epoch 2 [################    ]  80%  loss = 0.075
   53m: epoch 2 [################    ]  81%  loss = 0.076
   53m: epoch 2 [################    ]  81%  loss = 0.078
   54m: epoch 2 [################    ]  81%  loss = 0.074
   54m: epoch 2 [################    ]  82%  loss = 0.075
   54m: epoch 2 [################    ]  82%  loss = 0.077
   54m: epoch 2 [################    ]  82%  loss = 0.074
   54m: epoch 2 [################    ]  83%  loss = 0.078
   54m: epoch 2 [################    ]  83%  loss = 0.079
   54m: epoch 2 [################    ]  83%  loss = 0.072
   54m: epoch 2 [################    ]  84%  loss = 0.077
   54m: epoch 2 [################    ]  84%  loss = 0.073
   54m: epoch 2 [#################   ]  85%  loss = 0.072
   55m: epoch 2 [#################   ]  85%  loss = 0.075
   55m: epoch 2 [#################   ]  85%  loss = 0.076
   55m: epoch 2 [#################   ]  86%  loss = 0.075
   55m: epoch 2 [#################   ]  86%  loss = 0.077
   55m: epoch 2 [#################   ]  86%  loss = 0.077
   55m: epoch 2 [#################   ]  87%  loss = 0.073
   55m: epoch 2 [#################   ]  87%  loss = 0.076
   55m: epoch 2 [#################   ]  87%  loss = 0.074
   55m: epoch 2 [#################   ]  88%  loss = 0.078
   55m: epoch 2 [#################   ]  88%  loss = 0.073
   56m: epoch 2 [#################   ]  88%  loss = 0.077
   56m: epoch 2 [#################   ]  89%  loss = 0.071
   56m: epoch 2 [#################   ]  89%  loss = 0.074
   56m: epoch 2 [#################   ]  89%  loss = 0.074
   56m: epoch 2 [##################  ]  90%  loss = 0.072
   56m: epoch 2 [##################  ]  90%  loss = 0.072
   56m: epoch 2 [##################  ]  90%  loss = 0.077
   56m: epoch 2 [##################  ]  91%  loss = 0.073
   56m: epoch 2 [##################  ]  91%  loss = 0.071
   57m: epoch 2 [##################  ]  91%  loss = 0.077
   57m: epoch 2 [##################  ]  92%  loss = 0.075
   57m: epoch 2 [##################  ]  92%  loss = 0.068
   57m: epoch 2 [##################  ]  92%  loss = 0.075
   57m: epoch 2 [##################  ]  93%  loss = 0.072
   57m: epoch 2 [##################  ]  93%  loss = 0.075
   57m: epoch 2 [##################  ]  93%  loss = 0.073
   57m: epoch 2 [##################  ]  94%  loss = 0.074
   57m: epoch 2 [##################  ]  94%  loss = 0.075
   57m: epoch 2 [##################  ]  94%  loss = 0.074
   58m: epoch 2 [################### ]  95%  loss = 0.076
   58m: epoch 2 [################### ]  95%  loss = 0.070
   58m: epoch 2 [################### ]  96%  loss = 0.072
   58m: epoch 2 [################### ]  96%  loss = 0.075
   58m: epoch 2 [################### ]  96%  loss = 0.074
   58m: epoch 2 [################### ]  97%  loss = 0.074
   58m: epoch 2 [################### ]  97%  loss = 0.075
   58m: epoch 2 [################### ]  97%  loss = 0.075
   58m: epoch 2 [################### ]  98%  loss = 0.075
   58m: epoch 2 [################### ]  98%  loss = 0.076
   59m: epoch 2 [################### ]  98%  loss = 0.076
   59m: epoch 2 [################### ]  99%  loss = 0.071
   59m: epoch 2 [################### ]  99%  loss = 0.071
   59m: epoch 2 [################### ]  99%  loss = 0.075
59m: epoch 2 [####################]  100%  loss = 0.075
epoch 2 complete, loss = 0.075
model saved as token_classification_split_3_2_0.075
   59m: epoch 3 [                    ]  0%  loss = ...
   59m: epoch 3 [                    ]  0%  loss = 0.067
   59m: epoch 3 [                    ]  0%  loss = 0.068
   59m: epoch 3 [                    ]  1%  loss = 0.070
   59m: epoch 3 [                    ]  1%  loss = 0.068
   59m: epoch 3 [                    ]  1%  loss = 0.068
   60m: epoch 3 [                    ]  2%  loss = 0.065
   60m: epoch 3 [                    ]  2%  loss = 0.065
   60m: epoch 3 [                    ]  2%  loss = 0.070
   60m: epoch 3 [                    ]  3%  loss = 0.066
   60m: epoch 3 [                    ]  3%  loss = 0.070
   60m: epoch 3 [                    ]  3%  loss = 0.068
   60m: epoch 3 [                    ]  4%  loss = 0.070
   60m: epoch 3 [                    ]  4%  loss = 0.071
   60m: epoch 3 [                    ]  4%  loss = 0.067
   60m: epoch 3 [#                   ]  5%  loss = 0.068
   61m: epoch 3 [#                   ]  5%  loss = 0.068
   61m: epoch 3 [#                   ]  5%  loss = 0.070
   61m: epoch 3 [#                   ]  6%  loss = 0.067
   61m: epoch 3 [#                   ]  6%  loss = 0.067
   61m: epoch 3 [#                   ]  6%  loss = 0.068
   61m: epoch 3 [#                   ]  7%  loss = 0.067
   61m: epoch 3 [#                   ]  7%  loss = 0.069
   61m: epoch 3 [#                   ]  7%  loss = 0.064
   61m: epoch 3 [#                   ]  8%  loss = 0.063
   62m: epoch 3 [#                   ]  8%  loss = 0.065
   62m: epoch 3 [#                   ]  8%  loss = 0.069
   62m: epoch 3 [#                   ]  9%  loss = 0.069
   62m: epoch 3 [#                   ]  9%  loss = 0.070
   62m: epoch 3 [#                   ]  9%  loss = 0.066
   62m: epoch 3 [##                  ]  10%  loss = 0.071
   62m: epoch 3 [##                  ]  10%  loss = 0.067
   62m: epoch 3 [##                  ]  11%  loss = 0.070
   62m: epoch 3 [##                  ]  11%  loss = 0.070
   62m: epoch 3 [##                  ]  11%  loss = 0.070
   63m: epoch 3 [##                  ]  12%  loss = 0.070
   63m: epoch 3 [##                  ]  12%  loss = 0.070
   63m: epoch 3 [##                  ]  12%  loss = 0.067
   63m: epoch 3 [##                  ]  13%  loss = 0.068
   63m: epoch 3 [##                  ]  13%  loss = 0.064
   63m: epoch 3 [##                  ]  13%  loss = 0.070
   63m: epoch 3 [##                  ]  14%  loss = 0.067
   63m: epoch 3 [##                  ]  14%  loss = 0.067
   63m: epoch 3 [##                  ]  14%  loss = 0.072
   63m: epoch 3 [###                 ]  15%  loss = 0.069
   64m: epoch 3 [###                 ]  15%  loss = 0.072
   64m: epoch 3 [###                 ]  15%  loss = 0.067
   64m: epoch 3 [###                 ]  16%  loss = 0.069
   64m: epoch 3 [###                 ]  16%  loss = 0.070
   64m: epoch 3 [###                 ]  16%  loss = 0.066
   64m: epoch 3 [###                 ]  17%  loss = 0.067
   64m: epoch 3 [###                 ]  17%  loss = 0.068
   64m: epoch 3 [###                 ]  17%  loss = 0.069
   64m: epoch 3 [###                 ]  18%  loss = 0.069
   64m: epoch 3 [###                 ]  18%  loss = 0.066
   65m: epoch 3 [###                 ]  18%  loss = 0.068
   65m: epoch 3 [###                 ]  19%  loss = 0.065
   65m: epoch 3 [###                 ]  19%  loss = 0.067
   65m: epoch 3 [###                 ]  19%  loss = 0.067
   65m: epoch 3 [####                ]  20%  loss = 0.069
   65m: epoch 3 [####                ]  20%  loss = 0.072
   65m: epoch 3 [####                ]  20%  loss = 0.067
   65m: epoch 3 [####                ]  21%  loss = 0.065
   65m: epoch 3 [####                ]  21%  loss = 0.065
   65m: epoch 3 [####                ]  22%  loss = 0.070
   66m: epoch 3 [####                ]  22%  loss = 0.067
   66m: epoch 3 [####                ]  22%  loss = 0.068
   66m: epoch 3 [####                ]  23%  loss = 0.068
   66m: epoch 3 [####                ]  23%  loss = 0.067
   66m: epoch 3 [####                ]  23%  loss = 0.066
   66m: epoch 3 [####                ]  24%  loss = 0.069
   66m: epoch 3 [####                ]  24%  loss = 0.066
   66m: epoch 3 [####                ]  24%  loss = 0.071
   66m: epoch 3 [#####               ]  25%  loss = 0.069
   66m: epoch 3 [#####               ]  25%  loss = 0.067
   67m: epoch 3 [#####               ]  25%  loss = 0.068
   67m: epoch 3 [#####               ]  26%  loss = 0.069
   67m: epoch 3 [#####               ]  26%  loss = 0.066
   67m: epoch 3 [#####               ]  26%  loss = 0.068
   67m: epoch 3 [#####               ]  27%  loss = 0.069
   67m: epoch 3 [#####               ]  27%  loss = 0.064
   67m: epoch 3 [#####               ]  27%  loss = 0.069
   67m: epoch 3 [#####               ]  28%  loss = 0.065
   67m: epoch 3 [#####               ]  28%  loss = 0.068
   67m: epoch 3 [#####               ]  28%  loss = 0.068
   68m: epoch 3 [#####               ]  29%  loss = 0.066
   68m: epoch 3 [#####               ]  29%  loss = 0.070
   68m: epoch 3 [#####               ]  29%  loss = 0.067
   68m: epoch 3 [######              ]  30%  loss = 0.068
   68m: epoch 3 [######              ]  30%  loss = 0.068
   68m: epoch 3 [######              ]  30%  loss = 0.065
   68m: epoch 3 [######              ]  31%  loss = 0.069
   68m: epoch 3 [######              ]  31%  loss = 0.066
   68m: epoch 3 [######              ]  32%  loss = 0.068
   69m: epoch 3 [######              ]  32%  loss = 0.066
   69m: epoch 3 [######              ]  32%  loss = 0.067
   69m: epoch 3 [######              ]  33%  loss = 0.066
   69m: epoch 3 [######              ]  33%  loss = 0.064
   69m: epoch 3 [######              ]  33%  loss = 0.067
   69m: epoch 3 [######              ]  34%  loss = 0.068
   69m: epoch 3 [######              ]  34%  loss = 0.066
   69m: epoch 3 [######              ]  34%  loss = 0.065
   69m: epoch 3 [#######             ]  35%  loss = 0.066
   69m: epoch 3 [#######             ]  35%  loss = 0.064
   70m: epoch 3 [#######             ]  35%  loss = 0.065
   70m: epoch 3 [#######             ]  36%  loss = 0.067
   70m: epoch 3 [#######             ]  36%  loss = 0.068
   70m: epoch 3 [#######             ]  36%  loss = 0.067
   70m: epoch 3 [#######             ]  37%  loss = 0.065
   70m: epoch 3 [#######             ]  37%  loss = 0.068
   70m: epoch 3 [#######             ]  37%  loss = 0.066
   70m: epoch 3 [#######             ]  38%  loss = 0.065
   70m: epoch 3 [#######             ]  38%  loss = 0.065
   70m: epoch 3 [#######             ]  38%  loss = 0.066
   71m: epoch 3 [#######             ]  39%  loss = 0.066
   71m: epoch 3 [#######             ]  39%  loss = 0.068
   71m: epoch 3 [#######             ]  39%  loss = 0.067
   71m: epoch 3 [########            ]  40%  loss = 0.067
   71m: epoch 3 [########            ]  40%  loss = 0.066
   71m: epoch 3 [########            ]  40%  loss = 0.063
   71m: epoch 3 [########            ]  41%  loss = 0.069
   71m: epoch 3 [########            ]  41%  loss = 0.069
   71m: epoch 3 [########            ]  41%  loss = 0.067
   71m: epoch 3 [########            ]  42%  loss = 0.069
   72m: epoch 3 [########            ]  42%  loss = 0.065
   72m: epoch 3 [########            ]  43%  loss = 0.068
   72m: epoch 3 [########            ]  43%  loss = 0.064
   72m: epoch 3 [########            ]  43%  loss = 0.063
   72m: epoch 3 [########            ]  44%  loss = 0.067
   72m: epoch 3 [########            ]  44%  loss = 0.066
   72m: epoch 3 [########            ]  44%  loss = 0.067
   72m: epoch 3 [#########           ]  45%  loss = 0.065
   72m: epoch 3 [#########           ]  45%  loss = 0.066
   72m: epoch 3 [#########           ]  45%  loss = 0.065
   73m: epoch 3 [#########           ]  46%  loss = 0.063
   73m: epoch 3 [#########           ]  46%  loss = 0.065
   73m: epoch 3 [#########           ]  46%  loss = 0.069
   73m: epoch 3 [#########           ]  47%  loss = 0.065
   73m: epoch 3 [#########           ]  47%  loss = 0.062
   73m: epoch 3 [#########           ]  47%  loss = 0.067
   73m: epoch 3 [#########           ]  48%  loss = 0.066
   73m: epoch 3 [#########           ]  48%  loss = 0.065
   73m: epoch 3 [#########           ]  48%  loss = 0.067
   73m: epoch 3 [#########           ]  49%  loss = 0.069
   74m: epoch 3 [#########           ]  49%  loss = 0.069
   74m: epoch 3 [#########           ]  49%  loss = 0.069
   74m: epoch 3 [##########          ]  50%  loss = 0.066
   74m: epoch 3 [##########          ]  50%  loss = 0.064
   74m: epoch 3 [##########          ]  50%  loss = 0.065
   74m: epoch 3 [##########          ]  51%  loss = 0.066
   74m: epoch 3 [##########          ]  51%  loss = 0.067
   74m: epoch 3 [##########          ]  51%  loss = 0.067
   74m: epoch 3 [##########          ]  52%  loss = 0.069
   75m: epoch 3 [##########          ]  52%  loss = 0.064
   75m: epoch 3 [##########          ]  53%  loss = 0.068
   75m: epoch 3 [##########          ]  53%  loss = 0.064
   75m: epoch 3 [##########          ]  53%  loss = 0.066
   75m: epoch 3 [##########          ]  54%  loss = 0.064
   75m: epoch 3 [##########          ]  54%  loss = 0.066
   75m: epoch 3 [##########          ]  54%  loss = 0.066
   75m: epoch 3 [###########         ]  55%  loss = 0.062
   75m: epoch 3 [###########         ]  55%  loss = 0.065
   75m: epoch 3 [###########         ]  55%  loss = 0.065
   76m: epoch 3 [###########         ]  56%  loss = 0.067
   76m: epoch 3 [###########         ]  56%  loss = 0.067
   76m: epoch 3 [###########         ]  56%  loss = 0.067
   76m: epoch 3 [###########         ]  57%  loss = 0.064
   76m: epoch 3 [###########         ]  57%  loss = 0.063
   76m: epoch 3 [###########         ]  57%  loss = 0.064
   76m: epoch 3 [###########         ]  58%  loss = 0.068
   76m: epoch 3 [###########         ]  58%  loss = 0.066
   76m: epoch 3 [###########         ]  58%  loss = 0.067
   76m: epoch 3 [###########         ]  59%  loss = 0.063
   77m: epoch 3 [###########         ]  59%  loss = 0.065
   77m: epoch 3 [###########         ]  59%  loss = 0.064
   77m: epoch 3 [############        ]  60%  loss = 0.063
   77m: epoch 3 [############        ]  60%  loss = 0.064
   77m: epoch 3 [############        ]  60%  loss = 0.064
   77m: epoch 3 [############        ]  61%  loss = 0.063
   77m: epoch 3 [############        ]  61%  loss = 0.065
   77m: epoch 3 [############        ]  61%  loss = 0.067
   77m: epoch 3 [############        ]  62%  loss = 0.063
   77m: epoch 3 [############        ]  62%  loss = 0.067
   78m: epoch 3 [############        ]  62%  loss = 0.065
   78m: epoch 3 [############        ]  63%  loss = 0.066
   78m: epoch 3 [############        ]  63%  loss = 0.064
   78m: epoch 3 [############        ]  64%  loss = 0.068
   78m: epoch 3 [############        ]  64%  loss = 0.067
   78m: epoch 3 [############        ]  64%  loss = 0.065
   78m: epoch 3 [#############       ]  65%  loss = 0.066
   78m: epoch 3 [#############       ]  65%  loss = 0.071
   78m: epoch 3 [#############       ]  65%  loss = 0.065
   78m: epoch 3 [#############       ]  66%  loss = 0.065
   78m: epoch 3 [#############       ]  66%  loss = 0.063
   79m: epoch 3 [#############       ]  66%  loss = 0.064
   79m: epoch 3 [#############       ]  67%  loss = 0.066
   79m: epoch 3 [#############       ]  67%  loss = 0.066
   79m: epoch 3 [#############       ]  67%  loss = 0.063
   79m: epoch 3 [#############       ]  68%  loss = 0.061
   79m: epoch 3 [#############       ]  68%  loss = 0.068
   79m: epoch 3 [#############       ]  68%  loss = 0.065
   79m: epoch 3 [#############       ]  69%  loss = 0.063
   79m: epoch 3 [#############       ]  69%  loss = 0.066
   79m: epoch 3 [#############       ]  69%  loss = 0.066
   80m: epoch 3 [##############      ]  70%  loss = 0.063
   80m: epoch 3 [##############      ]  70%  loss = 0.064
   80m: epoch 3 [##############      ]  70%  loss = 0.065
   80m: epoch 3 [##############      ]  71%  loss = 0.063
   80m: epoch 3 [##############      ]  71%  loss = 0.066
   80m: epoch 3 [##############      ]  71%  loss = 0.066
   80m: epoch 3 [##############      ]  72%  loss = 0.061
   80m: epoch 3 [##############      ]  72%  loss = 0.063
   80m: epoch 3 [##############      ]  72%  loss = 0.064
   80m: epoch 3 [##############      ]  73%  loss = 0.063
   80m: epoch 3 [##############      ]  73%  loss = 0.067
   81m: epoch 3 [##############      ]  74%  loss = 0.064
   81m: epoch 3 [##############      ]  74%  loss = 0.063
   81m: epoch 3 [##############      ]  74%  loss = 0.067
   81m: epoch 3 [###############     ]  75%  loss = 0.065
   81m: epoch 3 [###############     ]  75%  loss = 0.067
   81m: epoch 3 [###############     ]  75%  loss = 0.063
   81m: epoch 3 [###############     ]  76%  loss = 0.066
   81m: epoch 3 [###############     ]  76%  loss = 0.062
   81m: epoch 3 [###############     ]  76%  loss = 0.067
   81m: epoch 3 [###############     ]  77%  loss = 0.062
   82m: epoch 3 [###############     ]  77%  loss = 0.066
   82m: epoch 3 [###############     ]  77%  loss = 0.064
   82m: epoch 3 [###############     ]  78%  loss = 0.062
   82m: epoch 3 [###############     ]  78%  loss = 0.061
   82m: epoch 3 [###############     ]  78%  loss = 0.063
   82m: epoch 3 [###############     ]  79%  loss = 0.063
   82m: epoch 3 [###############     ]  79%  loss = 0.065
   82m: epoch 3 [###############     ]  79%  loss = 0.066
   82m: epoch 3 [################    ]  80%  loss = 0.063
   82m: epoch 3 [################    ]  80%  loss = 0.066
   83m: epoch 3 [################    ]  80%  loss = 0.064
   83m: epoch 3 [################    ]  81%  loss = 0.069
   83m: epoch 3 [################    ]  81%  loss = 0.066
   83m: epoch 3 [################    ]  81%  loss = 0.065
   83m: epoch 3 [################    ]  82%  loss = 0.062
   83m: epoch 3 [################    ]  82%  loss = 0.064
   83m: epoch 3 [################    ]  82%  loss = 0.063
   83m: epoch 3 [################    ]  83%  loss = 0.064
   83m: epoch 3 [################    ]  83%  loss = 0.065
   83m: epoch 3 [################    ]  83%  loss = 0.062
   84m: epoch 3 [################    ]  84%  loss = 0.061
   84m: epoch 3 [################    ]  84%  loss = 0.060
   84m: epoch 3 [#################   ]  85%  loss = 0.062
   84m: epoch 3 [#################   ]  85%  loss = 0.062
   84m: epoch 3 [#################   ]  85%  loss = 0.064
   84m: epoch 3 [#################   ]  86%  loss = 0.063
   84m: epoch 3 [#################   ]  86%  loss = 0.064
   84m: epoch 3 [#################   ]  86%  loss = 0.065
   84m: epoch 3 [#################   ]  87%  loss = 0.065
   84m: epoch 3 [#################   ]  87%  loss = 0.064
   85m: epoch 3 [#################   ]  87%  loss = 0.066
   85m: epoch 3 [#################   ]  88%  loss = 0.065
   85m: epoch 3 [#################   ]  88%  loss = 0.065
   85m: epoch 3 [#################   ]  88%  loss = 0.064
   85m: epoch 3 [#################   ]  89%  loss = 0.066
   85m: epoch 3 [#################   ]  89%  loss = 0.063
   85m: epoch 3 [#################   ]  89%  loss = 0.064
   85m: epoch 3 [##################  ]  90%  loss = 0.065
   85m: epoch 3 [##################  ]  90%  loss = 0.067
   85m: epoch 3 [##################  ]  90%  loss = 0.062
   86m: epoch 3 [##################  ]  91%  loss = 0.065
   86m: epoch 3 [##################  ]  91%  loss = 0.065
   86m: epoch 3 [##################  ]  91%  loss = 0.064
   86m: epoch 3 [##################  ]  92%  loss = 0.064
   86m: epoch 3 [##################  ]  92%  loss = 0.064
   86m: epoch 3 [##################  ]  92%  loss = 0.062
   86m: epoch 3 [##################  ]  93%  loss = 0.061
   86m: epoch 3 [##################  ]  93%  loss = 0.063
   86m: epoch 3 [##################  ]  93%  loss = 0.064
   86m: epoch 3 [##################  ]  94%  loss = 0.063
   87m: epoch 3 [##################  ]  94%  loss = 0.062
   87m: epoch 3 [##################  ]  94%  loss = 0.063
   87m: epoch 3 [################### ]  95%  loss = 0.064
   87m: epoch 3 [################### ]  95%  loss = 0.063
   87m: epoch 3 [################### ]  96%  loss = 0.064
   87m: epoch 3 [################### ]  96%  loss = 0.063
   87m: epoch 3 [################### ]  96%  loss = 0.064
   87m: epoch 3 [################### ]  97%  loss = 0.064
   87m: epoch 3 [################### ]  97%  loss = 0.059
   87m: epoch 3 [################### ]  97%  loss = 0.063
   88m: epoch 3 [################### ]  98%  loss = 0.062
   88m: epoch 3 [################### ]  98%  loss = 0.063
   88m: epoch 3 [################### ]  98%  loss = 0.067
   88m: epoch 3 [################### ]  99%  loss = 0.063
   88m: epoch 3 [################### ]  99%  loss = 0.062
   88m: epoch 3 [################### ]  99%  loss = 0.064
88m: epoch 3 [####################]  100%  loss = 0.064
epoch 3 complete, loss = 0.064
model saved as token_classification_split_3_3_0.064
   88m: epoch 4 [                    ]  0%  loss = ...
   88m: epoch 4 [                    ]  0%  loss = 0.059
   88m: epoch 4 [                    ]  0%  loss = 0.060
   88m: epoch 4 [                    ]  1%  loss = 0.060
   89m: epoch 4 [                    ]  1%  loss = 0.059
   89m: epoch 4 [                    ]  1%  loss = 0.057
   89m: epoch 4 [                    ]  2%  loss = 0.061
   89m: epoch 4 [                    ]  2%  loss = 0.057
   89m: epoch 4 [                    ]  2%  loss = 0.058
   89m: epoch 4 [                    ]  3%  loss = 0.060
   89m: epoch 4 [                    ]  3%  loss = 0.060
   89m: epoch 4 [                    ]  3%  loss = 0.059
   89m: epoch 4 [                    ]  4%  loss = 0.058
   89m: epoch 4 [                    ]  4%  loss = 0.057
   90m: epoch 4 [                    ]  4%  loss = 0.060
   90m: epoch 4 [#                   ]  5%  loss = 0.059
   90m: epoch 4 [#                   ]  5%  loss = 0.059
   90m: epoch 4 [#                   ]  5%  loss = 0.056
   90m: epoch 4 [#                   ]  6%  loss = 0.057
   90m: epoch 4 [#                   ]  6%  loss = 0.062
   90m: epoch 4 [#                   ]  6%  loss = 0.061
   90m: epoch 4 [#                   ]  7%  loss = 0.058
   90m: epoch 4 [#                   ]  7%  loss = 0.056
   90m: epoch 4 [#                   ]  7%  loss = 0.060
   91m: epoch 4 [#                   ]  8%  loss = 0.057
   91m: epoch 4 [#                   ]  8%  loss = 0.061
   91m: epoch 4 [#                   ]  8%  loss = 0.056
   91m: epoch 4 [#                   ]  9%  loss = 0.062
   91m: epoch 4 [#                   ]  9%  loss = 0.055
   91m: epoch 4 [#                   ]  9%  loss = 0.060
   91m: epoch 4 [##                  ]  10%  loss = 0.061
   91m: epoch 4 [##                  ]  10%  loss = 0.056
   91m: epoch 4 [##                  ]  11%  loss = 0.059
   91m: epoch 4 [##                  ]  11%  loss = 0.055
   92m: epoch 4 [##                  ]  11%  loss = 0.056
   92m: epoch 4 [##                  ]  12%  loss = 0.059
   92m: epoch 4 [##                  ]  12%  loss = 0.059
   92m: epoch 4 [##                  ]  12%  loss = 0.058
   92m: epoch 4 [##                  ]  13%  loss = 0.062
   92m: epoch 4 [##                  ]  13%  loss = 0.059
   92m: epoch 4 [##                  ]  13%  loss = 0.059
   92m: epoch 4 [##                  ]  14%  loss = 0.061
   92m: epoch 4 [##                  ]  14%  loss = 0.059
   92m: epoch 4 [##                  ]  14%  loss = 0.058
   93m: epoch 4 [###                 ]  15%  loss = 0.060
   93m: epoch 4 [###                 ]  15%  loss = 0.059
   93m: epoch 4 [###                 ]  15%  loss = 0.057
   93m: epoch 4 [###                 ]  16%  loss = 0.057
   93m: epoch 4 [###                 ]  16%  loss = 0.059
   93m: epoch 4 [###                 ]  16%  loss = 0.060
   93m: epoch 4 [###                 ]  17%  loss = 0.061
   93m: epoch 4 [###                 ]  17%  loss = 0.057
   93m: epoch 4 [###                 ]  17%  loss = 0.055
   93m: epoch 4 [###                 ]  18%  loss = 0.055
   94m: epoch 4 [###                 ]  18%  loss = 0.058
   94m: epoch 4 [###                 ]  18%  loss = 0.055
   94m: epoch 4 [###                 ]  19%  loss = 0.056
   94m: epoch 4 [###                 ]  19%  loss = 0.059
   94m: epoch 4 [###                 ]  19%  loss = 0.058
   94m: epoch 4 [####                ]  20%  loss = 0.060
   94m: epoch 4 [####                ]  20%  loss = 0.060
   94m: epoch 4 [####                ]  20%  loss = 0.058
   94m: epoch 4 [####                ]  21%  loss = 0.061
   94m: epoch 4 [####                ]  21%  loss = 0.061
   95m: epoch 4 [####                ]  22%  loss = 0.058
   95m: epoch 4 [####                ]  22%  loss = 0.058
   95m: epoch 4 [####                ]  22%  loss = 0.061
   95m: epoch 4 [####                ]  23%  loss = 0.061
   95m: epoch 4 [####                ]  23%  loss = 0.057
   95m: epoch 4 [####                ]  23%  loss = 0.059
   95m: epoch 4 [####                ]  24%  loss = 0.058
   95m: epoch 4 [####                ]  24%  loss = 0.059
   95m: epoch 4 [####                ]  24%  loss = 0.057
   95m: epoch 4 [#####               ]  25%  loss = 0.059
   96m: epoch 4 [#####               ]  25%  loss = 0.060
   96m: epoch 4 [#####               ]  25%  loss = 0.057
   96m: epoch 4 [#####               ]  26%  loss = 0.057
   96m: epoch 4 [#####               ]  26%  loss = 0.062
   96m: epoch 4 [#####               ]  26%  loss = 0.061
   96m: epoch 4 [#####               ]  27%  loss = 0.058
   96m: epoch 4 [#####               ]  27%  loss = 0.060
   96m: epoch 4 [#####               ]  27%  loss = 0.061
   96m: epoch 4 [#####               ]  28%  loss = 0.059
   96m: epoch 4 [#####               ]  28%  loss = 0.060
   97m: epoch 4 [#####               ]  28%  loss = 0.057
   97m: epoch 4 [#####               ]  29%  loss = 0.056
   97m: epoch 4 [#####               ]  29%  loss = 0.061
   97m: epoch 4 [#####               ]  29%  loss = 0.057
   97m: epoch 4 [######              ]  30%  loss = 0.059
   97m: epoch 4 [######              ]  30%  loss = 0.059
   97m: epoch 4 [######              ]  30%  loss = 0.059
   97m: epoch 4 [######              ]  31%  loss = 0.059
   97m: epoch 4 [######              ]  31%  loss = 0.058
   97m: epoch 4 [######              ]  32%  loss = 0.055
   98m: epoch 4 [######              ]  32%  loss = 0.056
   98m: epoch 4 [######              ]  32%  loss = 0.060
   98m: epoch 4 [######              ]  33%  loss = 0.057
   98m: epoch 4 [######              ]  33%  loss = 0.056
   98m: epoch 4 [######              ]  33%  loss = 0.058
   98m: epoch 4 [######              ]  34%  loss = 0.061
   98m: epoch 4 [######              ]  34%  loss = 0.059
   98m: epoch 4 [######              ]  34%  loss = 0.058
   98m: epoch 4 [#######             ]  35%  loss = 0.060
   98m: epoch 4 [#######             ]  35%  loss = 0.056
   99m: epoch 4 [#######             ]  35%  loss = 0.058
   99m: epoch 4 [#######             ]  36%  loss = 0.057
   99m: epoch 4 [#######             ]  36%  loss = 0.059
   99m: epoch 4 [#######             ]  36%  loss = 0.062
   99m: epoch 4 [#######             ]  37%  loss = 0.057
   99m: epoch 4 [#######             ]  37%  loss = 0.058
   99m: epoch 4 [#######             ]  37%  loss = 0.057
   99m: epoch 4 [#######             ]  38%  loss = 0.058
   99m: epoch 4 [#######             ]  38%  loss = 0.059
   99m: epoch 4 [#######             ]  38%  loss = 0.056
   100m: epoch 4 [#######             ]  39%  loss = 0.059
   100m: epoch 4 [#######             ]  39%  loss = 0.061
   100m: epoch 4 [#######             ]  39%  loss = 0.059
   100m: epoch 4 [########            ]  40%  loss = 0.059
   100m: epoch 4 [########            ]  40%  loss = 0.059
   100m: epoch 4 [########            ]  40%  loss = 0.058
   100m: epoch 4 [########            ]  41%  loss = 0.060
   100m: epoch 4 [########            ]  41%  loss = 0.060
   100m: epoch 4 [########            ]  41%  loss = 0.059
   100m: epoch 4 [########            ]  42%  loss = 0.058
   101m: epoch 4 [########            ]  42%  loss = 0.060
   101m: epoch 4 [########            ]  43%  loss = 0.058
   101m: epoch 4 [########            ]  43%  loss = 0.059
   101m: epoch 4 [########            ]  43%  loss = 0.059
   101m: epoch 4 [########            ]  44%  loss = 0.057
   101m: epoch 4 [########            ]  44%  loss = 0.062
   101m: epoch 4 [########            ]  44%  loss = 0.059
   101m: epoch 4 [#########           ]  45%  loss = 0.056
   101m: epoch 4 [#########           ]  45%  loss = 0.056
   101m: epoch 4 [#########           ]  45%  loss = 0.059
   102m: epoch 4 [#########           ]  46%  loss = 0.057
   102m: epoch 4 [#########           ]  46%  loss = 0.056
   102m: epoch 4 [#########           ]  46%  loss = 0.054
   102m: epoch 4 [#########           ]  47%  loss = 0.059
   102m: epoch 4 [#########           ]  47%  loss = 0.057
   102m: epoch 4 [#########           ]  47%  loss = 0.059
   102m: epoch 4 [#########           ]  48%  loss = 0.058
   102m: epoch 4 [#########           ]  48%  loss = 0.056
   102m: epoch 4 [#########           ]  48%  loss = 0.059
   102m: epoch 4 [#########           ]  49%  loss = 0.063
   103m: epoch 4 [#########           ]  49%  loss = 0.057
   103m: epoch 4 [#########           ]  49%  loss = 0.057
   103m: epoch 4 [##########          ]  50%  loss = 0.060
   103m: epoch 4 [##########          ]  50%  loss = 0.058
   103m: epoch 4 [##########          ]  50%  loss = 0.060
   103m: epoch 4 [##########          ]  51%  loss = 0.058
   103m: epoch 4 [##########          ]  51%  loss = 0.058
   103m: epoch 4 [##########          ]  51%  loss = 0.057
   103m: epoch 4 [##########          ]  52%  loss = 0.058
   103m: epoch 4 [##########          ]  52%  loss = 0.059
   104m: epoch 4 [##########          ]  53%  loss = 0.061
   104m: epoch 4 [##########          ]  53%  loss = 0.058
   104m: epoch 4 [##########          ]  53%  loss = 0.060
   104m: epoch 4 [##########          ]  54%  loss = 0.054
   104m: epoch 4 [##########          ]  54%  loss = 0.060
   104m: epoch 4 [##########          ]  54%  loss = 0.058
   104m: epoch 4 [###########         ]  55%  loss = 0.062
   104m: epoch 4 [###########         ]  55%  loss = 0.061
   104m: epoch 4 [###########         ]  55%  loss = 0.056
   104m: epoch 4 [###########         ]  56%  loss = 0.057
   105m: epoch 4 [###########         ]  56%  loss = 0.057
   105m: epoch 4 [###########         ]  56%  loss = 0.063
   105m: epoch 4 [###########         ]  57%  loss = 0.059
   105m: epoch 4 [###########         ]  57%  loss = 0.058
   105m: epoch 4 [###########         ]  57%  loss = 0.058
   105m: epoch 4 [###########         ]  58%  loss = 0.059
   105m: epoch 4 [###########         ]  58%  loss = 0.058
   105m: epoch 4 [###########         ]  58%  loss = 0.057
   105m: epoch 4 [###########         ]  59%  loss = 0.056
   105m: epoch 4 [###########         ]  59%  loss = 0.058
   106m: epoch 4 [###########         ]  59%  loss = 0.061
   106m: epoch 4 [############        ]  60%  loss = 0.057
   106m: epoch 4 [############        ]  60%  loss = 0.056
   106m: epoch 4 [############        ]  60%  loss = 0.055
   106m: epoch 4 [############        ]  61%  loss = 0.058
   106m: epoch 4 [############        ]  61%  loss = 0.057
   106m: epoch 4 [############        ]  61%  loss = 0.061
   106m: epoch 4 [############        ]  62%  loss = 0.058
   106m: epoch 4 [############        ]  62%  loss = 0.055
   106m: epoch 4 [############        ]  62%  loss = 0.062
   107m: epoch 4 [############        ]  63%  loss = 0.058
   107m: epoch 4 [############        ]  63%  loss = 0.056
   107m: epoch 4 [############        ]  64%  loss = 0.063
   107m: epoch 4 [############        ]  64%  loss = 0.061
   107m: epoch 4 [############        ]  64%  loss = 0.057
   107m: epoch 4 [#############       ]  65%  loss = 0.058
   107m: epoch 4 [#############       ]  65%  loss = 0.058
   107m: epoch 4 [#############       ]  65%  loss = 0.059
   107m: epoch 4 [#############       ]  66%  loss = 0.059
   107m: epoch 4 [#############       ]  66%  loss = 0.060
   107m: epoch 4 [#############       ]  66%  loss = 0.055
   108m: epoch 4 [#############       ]  67%  loss = 0.059
   108m: epoch 4 [#############       ]  67%  loss = 0.057
   108m: epoch 4 [#############       ]  67%  loss = 0.057
   108m: epoch 4 [#############       ]  68%  loss = 0.055
   108m: epoch 4 [#############       ]  68%  loss = 0.058
   108m: epoch 4 [#############       ]  68%  loss = 0.059
   108m: epoch 4 [#############       ]  69%  loss = 0.063
   108m: epoch 4 [#############       ]  69%  loss = 0.060
   108m: epoch 4 [#############       ]  69%  loss = 0.059
   108m: epoch 4 [##############      ]  70%  loss = 0.058
   109m: epoch 4 [##############      ]  70%  loss = 0.059
   109m: epoch 4 [##############      ]  70%  loss = 0.054
   109m: epoch 4 [##############      ]  71%  loss = 0.061
   109m: epoch 4 [##############      ]  71%  loss = 0.056
   109m: epoch 4 [##############      ]  71%  loss = 0.059
   109m: epoch 4 [##############      ]  72%  loss = 0.059
   109m: epoch 4 [##############      ]  72%  loss = 0.056
   109m: epoch 4 [##############      ]  72%  loss = 0.058
   109m: epoch 4 [##############      ]  73%  loss = 0.056
   109m: epoch 4 [##############      ]  73%  loss = 0.060
   110m: epoch 4 [##############      ]  74%  loss = 0.056
   110m: epoch 4 [##############      ]  74%  loss = 0.058
   110m: epoch 4 [##############      ]  74%  loss = 0.058
   110m: epoch 4 [###############     ]  75%  loss = 0.059
   110m: epoch 4 [###############     ]  75%  loss = 0.062
   110m: epoch 4 [###############     ]  75%  loss = 0.058
   110m: epoch 4 [###############     ]  76%  loss = 0.055
   110m: epoch 4 [###############     ]  76%  loss = 0.058
   110m: epoch 4 [###############     ]  76%  loss = 0.057
   110m: epoch 4 [###############     ]  77%  loss = 0.058
   111m: epoch 4 [###############     ]  77%  loss = 0.058
   111m: epoch 4 [###############     ]  77%  loss = 0.057
   111m: epoch 4 [###############     ]  78%  loss = 0.061
   111m: epoch 4 [###############     ]  78%  loss = 0.055
   111m: epoch 4 [###############     ]  78%  loss = 0.058
   111m: epoch 4 [###############     ]  79%  loss = 0.058
   111m: epoch 4 [###############     ]  79%  loss = 0.057
   111m: epoch 4 [###############     ]  79%  loss = 0.058
   111m: epoch 4 [################    ]  80%  loss = 0.059
   111m: epoch 4 [################    ]  80%  loss = 0.056
   111m: epoch 4 [################    ]  80%  loss = 0.056
   112m: epoch 4 [################    ]  81%  loss = 0.055
   112m: epoch 4 [################    ]  81%  loss = 0.057
   112m: epoch 4 [################    ]  81%  loss = 0.057
   112m: epoch 4 [################    ]  82%  loss = 0.061
   112m: epoch 4 [################    ]  82%  loss = 0.058
   112m: epoch 4 [################    ]  82%  loss = 0.059
   112m: epoch 4 [################    ]  83%  loss = 0.060
   112m: epoch 4 [################    ]  83%  loss = 0.059
   112m: epoch 4 [################    ]  83%  loss = 0.053
   112m: epoch 4 [################    ]  84%  loss = 0.056
   113m: epoch 4 [################    ]  84%  loss = 0.056
   113m: epoch 4 [#################   ]  85%  loss = 0.058
   113m: epoch 4 [#################   ]  85%  loss = 0.056
   113m: epoch 4 [#################   ]  85%  loss = 0.058
   113m: epoch 4 [#################   ]  86%  loss = 0.058
   113m: epoch 4 [#################   ]  86%  loss = 0.058
   113m: epoch 4 [#################   ]  86%  loss = 0.057
   113m: epoch 4 [#################   ]  87%  loss = 0.061
   113m: epoch 4 [#################   ]  87%  loss = 0.056
   113m: epoch 4 [#################   ]  87%  loss = 0.055
   114m: epoch 4 [#################   ]  88%  loss = 0.058
   114m: epoch 4 [#################   ]  88%  loss = 0.055
   114m: epoch 4 [#################   ]  88%  loss = 0.057
   114m: epoch 4 [#################   ]  89%  loss = 0.054
   114m: epoch 4 [#################   ]  89%  loss = 0.056
   114m: epoch 4 [#################   ]  89%  loss = 0.056
   114m: epoch 4 [##################  ]  90%  loss = 0.057
   114m: epoch 4 [##################  ]  90%  loss = 0.055
   114m: epoch 4 [##################  ]  90%  loss = 0.059
   114m: epoch 4 [##################  ]  91%  loss = 0.055
   115m: epoch 4 [##################  ]  91%  loss = 0.056
   115m: epoch 4 [##################  ]  91%  loss = 0.058
   115m: epoch 4 [##################  ]  92%  loss = 0.055
   115m: epoch 4 [##################  ]  92%  loss = 0.055
   115m: epoch 4 [##################  ]  92%  loss = 0.055
   115m: epoch 4 [##################  ]  93%  loss = 0.059
   115m: epoch 4 [##################  ]  93%  loss = 0.056
   115m: epoch 4 [##################  ]  93%  loss = 0.056
   115m: epoch 4 [##################  ]  94%  loss = 0.058
   115m: epoch 4 [##################  ]  94%  loss = 0.055
   116m: epoch 4 [##################  ]  94%  loss = 0.062
   116m: epoch 4 [################### ]  95%  loss = 0.059
   116m: epoch 4 [################### ]  95%  loss = 0.055
   116m: epoch 4 [################### ]  96%  loss = 0.057
   116m: epoch 4 [################### ]  96%  loss = 0.059
   116m: epoch 4 [################### ]  96%  loss = 0.054
   116m: epoch 4 [################### ]  97%  loss = 0.057
   116m: epoch 4 [################### ]  97%  loss = 0.058
   116m: epoch 4 [################### ]  97%  loss = 0.056
   116m: epoch 4 [################### ]  98%  loss = 0.057
   117m: epoch 4 [################### ]  98%  loss = 0.060
   117m: epoch 4 [################### ]  98%  loss = 0.058
   117m: epoch 4 [################### ]  99%  loss = 0.057
   117m: epoch 4 [################### ]  99%  loss = 0.057
   117m: epoch 4 [################### ]  99%  loss = 0.058
117m: epoch 4 [####################]  100%  loss = 0.058
epoch 4 complete, loss = 0.058
model saved as token_classification_split_3_4_0.058
   117m: epoch 5 [                    ]  0%  loss = ...
   117m: epoch 5 [                    ]  0%  loss = 0.052
   117m: epoch 5 [                    ]  0%  loss = 0.054
   117m: epoch 5 [                    ]  1%  loss = 0.050
   117m: epoch 5 [                    ]  1%  loss = 0.053
   118m: epoch 5 [                    ]  1%  loss = 0.052
   118m: epoch 5 [                    ]  2%  loss = 0.053
   118m: epoch 5 [                    ]  2%  loss = 0.051
   118m: epoch 5 [                    ]  2%  loss = 0.051
   118m: epoch 5 [                    ]  3%  loss = 0.055
   118m: epoch 5 [                    ]  3%  loss = 0.053
   118m: epoch 5 [                    ]  3%  loss = 0.049
   118m: epoch 5 [                    ]  4%  loss = 0.055
   118m: epoch 5 [                    ]  4%  loss = 0.051
   118m: epoch 5 [                    ]  4%  loss = 0.051
   118m: epoch 5 [#                   ]  5%  loss = 0.051
   119m: epoch 5 [#                   ]  5%  loss = 0.052
   119m: epoch 5 [#                   ]  5%  loss = 0.053
   119m: epoch 5 [#                   ]  6%  loss = 0.054
   119m: epoch 5 [#                   ]  6%  loss = 0.054
   119m: epoch 5 [#                   ]  6%  loss = 0.054
   119m: epoch 5 [#                   ]  7%  loss = 0.051
   119m: epoch 5 [#                   ]  7%  loss = 0.053
   119m: epoch 5 [#                   ]  7%  loss = 0.053
   119m: epoch 5 [#                   ]  8%  loss = 0.053
   119m: epoch 5 [#                   ]  8%  loss = 0.053
   120m: epoch 5 [#                   ]  8%  loss = 0.051
   120m: epoch 5 [#                   ]  9%  loss = 0.052
   120m: epoch 5 [#                   ]  9%  loss = 0.049
   120m: epoch 5 [#                   ]  9%  loss = 0.053
   120m: epoch 5 [##                  ]  10%  loss = 0.052
   120m: epoch 5 [##                  ]  10%  loss = 0.051
   120m: epoch 5 [##                  ]  11%  loss = 0.052
   120m: epoch 5 [##                  ]  11%  loss = 0.054
   120m: epoch 5 [##                  ]  11%  loss = 0.053
   120m: epoch 5 [##                  ]  12%  loss = 0.051
   121m: epoch 5 [##                  ]  12%  loss = 0.052
   121m: epoch 5 [##                  ]  12%  loss = 0.051
   121m: epoch 5 [##                  ]  13%  loss = 0.053
   121m: epoch 5 [##                  ]  13%  loss = 0.049
   121m: epoch 5 [##                  ]  13%  loss = 0.055
   121m: epoch 5 [##                  ]  14%  loss = 0.055
   121m: epoch 5 [##                  ]  14%  loss = 0.052
   121m: epoch 5 [##                  ]  14%  loss = 0.057
   121m: epoch 5 [###                 ]  15%  loss = 0.051
   121m: epoch 5 [###                 ]  15%  loss = 0.052
   122m: epoch 5 [###                 ]  15%  loss = 0.053
   122m: epoch 5 [###                 ]  16%  loss = 0.052
   122m: epoch 5 [###                 ]  16%  loss = 0.053
   122m: epoch 5 [###                 ]  16%  loss = 0.053
   122m: epoch 5 [###                 ]  17%  loss = 0.052
   122m: epoch 5 [###                 ]  17%  loss = 0.054
   122m: epoch 5 [###                 ]  17%  loss = 0.048
   122m: epoch 5 [###                 ]  18%  loss = 0.053
   122m: epoch 5 [###                 ]  18%  loss = 0.051
   122m: epoch 5 [###                 ]  18%  loss = 0.055
   123m: epoch 5 [###                 ]  19%  loss = 0.054
   123m: epoch 5 [###                 ]  19%  loss = 0.053
   123m: epoch 5 [###                 ]  19%  loss = 0.056
   123m: epoch 5 [####                ]  20%  loss = 0.054
   123m: epoch 5 [####                ]  20%  loss = 0.054
   123m: epoch 5 [####                ]  20%  loss = 0.054
   123m: epoch 5 [####                ]  21%  loss = 0.050
   123m: epoch 5 [####                ]  21%  loss = 0.053
   123m: epoch 5 [####                ]  22%  loss = 0.051
   123m: epoch 5 [####                ]  22%  loss = 0.056
   123m: epoch 5 [####                ]  22%  loss = 0.053
   124m: epoch 5 [####                ]  23%  loss = 0.054
   124m: epoch 5 [####                ]  23%  loss = 0.051
   124m: epoch 5 [####                ]  23%  loss = 0.052
   124m: epoch 5 [####                ]  24%  loss = 0.052
   124m: epoch 5 [####                ]  24%  loss = 0.055
   124m: epoch 5 [####                ]  24%  loss = 0.052
   124m: epoch 5 [#####               ]  25%  loss = 0.053
   124m: epoch 5 [#####               ]  25%  loss = 0.051
   124m: epoch 5 [#####               ]  25%  loss = 0.055
   124m: epoch 5 [#####               ]  26%  loss = 0.053
   125m: epoch 5 [#####               ]  26%  loss = 0.053
   125m: epoch 5 [#####               ]  26%  loss = 0.053
   125m: epoch 5 [#####               ]  27%  loss = 0.054
   125m: epoch 5 [#####               ]  27%  loss = 0.055
   125m: epoch 5 [#####               ]  27%  loss = 0.054
   125m: epoch 5 [#####               ]  28%  loss = 0.052
   125m: epoch 5 [#####               ]  28%  loss = 0.053
   125m: epoch 5 [#####               ]  28%  loss = 0.052
   125m: epoch 5 [#####               ]  29%  loss = 0.050
   125m: epoch 5 [#####               ]  29%  loss = 0.057
   126m: epoch 5 [#####               ]  29%  loss = 0.052
   126m: epoch 5 [######              ]  30%  loss = 0.054
   126m: epoch 5 [######              ]  30%  loss = 0.055
   126m: epoch 5 [######              ]  30%  loss = 0.053
   126m: epoch 5 [######              ]  31%  loss = 0.050
   126m: epoch 5 [######              ]  31%  loss = 0.050
   126m: epoch 5 [######              ]  32%  loss = 0.054
   126m: epoch 5 [######              ]  32%  loss = 0.055
   126m: epoch 5 [######              ]  32%  loss = 0.053
   126m: epoch 5 [######              ]  33%  loss = 0.052
   127m: epoch 5 [######              ]  33%  loss = 0.051
   127m: epoch 5 [######              ]  33%  loss = 0.056
   127m: epoch 5 [######              ]  34%  loss = 0.057
   127m: epoch 5 [######              ]  34%  loss = 0.052
   127m: epoch 5 [######              ]  34%  loss = 0.054
   127m: epoch 5 [#######             ]  35%  loss = 0.051
   127m: epoch 5 [#######             ]  35%  loss = 0.055
   127m: epoch 5 [#######             ]  35%  loss = 0.055
   127m: epoch 5 [#######             ]  36%  loss = 0.053
   127m: epoch 5 [#######             ]  36%  loss = 0.051
   128m: epoch 5 [#######             ]  36%  loss = 0.051
   128m: epoch 5 [#######             ]  37%  loss = 0.052
   128m: epoch 5 [#######             ]  37%  loss = 0.054
   128m: epoch 5 [#######             ]  37%  loss = 0.052
   128m: epoch 5 [#######             ]  38%  loss = 0.051
   128m: epoch 5 [#######             ]  38%  loss = 0.051
   128m: epoch 5 [#######             ]  38%  loss = 0.052
   128m: epoch 5 [#######             ]  39%  loss = 0.051
   128m: epoch 5 [#######             ]  39%  loss = 0.055
   128m: epoch 5 [#######             ]  39%  loss = 0.053
   129m: epoch 5 [########            ]  40%  loss = 0.050
   129m: epoch 5 [########            ]  40%  loss = 0.054
   129m: epoch 5 [########            ]  40%  loss = 0.053
   129m: epoch 5 [########            ]  41%  loss = 0.050
   129m: epoch 5 [########            ]  41%  loss = 0.052
   129m: epoch 5 [########            ]  41%  loss = 0.052
   129m: epoch 5 [########            ]  42%  loss = 0.052
   129m: epoch 5 [########            ]  42%  loss = 0.052
   129m: epoch 5 [########            ]  43%  loss = 0.052
   129m: epoch 5 [########            ]  43%  loss = 0.053
   130m: epoch 5 [########            ]  43%  loss = 0.051
   130m: epoch 5 [########            ]  44%  loss = 0.054
   130m: epoch 5 [########            ]  44%  loss = 0.052
   130m: epoch 5 [########            ]  44%  loss = 0.053
   130m: epoch 5 [#########           ]  45%  loss = 0.053
   130m: epoch 5 [#########           ]  45%  loss = 0.051
   130m: epoch 5 [#########           ]  45%  loss = 0.052
   130m: epoch 5 [#########           ]  46%  loss = 0.056
   130m: epoch 5 [#########           ]  46%  loss = 0.052
   130m: epoch 5 [#########           ]  46%  loss = 0.052
   130m: epoch 5 [#########           ]  47%  loss = 0.053
   131m: epoch 5 [#########           ]  47%  loss = 0.056
   131m: epoch 5 [#########           ]  47%  loss = 0.054
   131m: epoch 5 [#########           ]  48%  loss = 0.052
   131m: epoch 5 [#########           ]  48%  loss = 0.055
   131m: epoch 5 [#########           ]  48%  loss = 0.052
   131m: epoch 5 [#########           ]  49%  loss = 0.053
   131m: epoch 5 [#########           ]  49%  loss = 0.052
   131m: epoch 5 [#########           ]  49%  loss = 0.053
   131m: epoch 5 [##########          ]  50%  loss = 0.054
   131m: epoch 5 [##########          ]  50%  loss = 0.054
   132m: epoch 5 [##########          ]  50%  loss = 0.051
   132m: epoch 5 [##########          ]  51%  loss = 0.054
   132m: epoch 5 [##########          ]  51%  loss = 0.052
   132m: epoch 5 [##########          ]  51%  loss = 0.054
   132m: epoch 5 [##########          ]  52%  loss = 0.053
   132m: epoch 5 [##########          ]  52%  loss = 0.052
   132m: epoch 5 [##########          ]  53%  loss = 0.053
   132m: epoch 5 [##########          ]  53%  loss = 0.051
   132m: epoch 5 [##########          ]  53%  loss = 0.054
   132m: epoch 5 [##########          ]  54%  loss = 0.054
   133m: epoch 5 [##########          ]  54%  loss = 0.051
   133m: epoch 5 [##########          ]  54%  loss = 0.053
   133m: epoch 5 [###########         ]  55%  loss = 0.054
   133m: epoch 5 [###########         ]  55%  loss = 0.052
   133m: epoch 5 [###########         ]  55%  loss = 0.056
   133m: epoch 5 [###########         ]  56%  loss = 0.052
   133m: epoch 5 [###########         ]  56%  loss = 0.051
   133m: epoch 5 [###########         ]  56%  loss = 0.051
   133m: epoch 5 [###########         ]  57%  loss = 0.051
   133m: epoch 5 [###########         ]  57%  loss = 0.055
   134m: epoch 5 [###########         ]  57%  loss = 0.054
   134m: epoch 5 [###########         ]  58%  loss = 0.053
   134m: epoch 5 [###########         ]  58%  loss = 0.050
   134m: epoch 5 [###########         ]  58%  loss = 0.049
   134m: epoch 5 [###########         ]  59%  loss = 0.053
   134m: epoch 5 [###########         ]  59%  loss = 0.053
   134m: epoch 5 [###########         ]  59%  loss = 0.053
   134m: epoch 5 [############        ]  60%  loss = 0.054
   134m: epoch 5 [############        ]  60%  loss = 0.053
   134m: epoch 5 [############        ]  60%  loss = 0.049
   135m: epoch 5 [############        ]  61%  loss = 0.055
   135m: epoch 5 [############        ]  61%  loss = 0.053
   135m: epoch 5 [############        ]  61%  loss = 0.051
   135m: epoch 5 [############        ]  62%  loss = 0.053
   135m: epoch 5 [############        ]  62%  loss = 0.054
   135m: epoch 5 [############        ]  62%  loss = 0.051
   135m: epoch 5 [############        ]  63%  loss = 0.051
   135m: epoch 5 [############        ]  63%  loss = 0.054
   135m: epoch 5 [############        ]  64%  loss = 0.053
   135m: epoch 5 [############        ]  64%  loss = 0.055
   136m: epoch 5 [############        ]  64%  loss = 0.052
   136m: epoch 5 [#############       ]  65%  loss = 0.055
   136m: epoch 5 [#############       ]  65%  loss = 0.053
   136m: epoch 5 [#############       ]  65%  loss = 0.053
   136m: epoch 5 [#############       ]  66%  loss = 0.053
   136m: epoch 5 [#############       ]  66%  loss = 0.055
   136m: epoch 5 [#############       ]  66%  loss = 0.054
   136m: epoch 5 [#############       ]  67%  loss = 0.054
   136m: epoch 5 [#############       ]  67%  loss = 0.053
   136m: epoch 5 [#############       ]  67%  loss = 0.054
   137m: epoch 5 [#############       ]  68%  loss = 0.053
   137m: epoch 5 [#############       ]  68%  loss = 0.049
   137m: epoch 5 [#############       ]  68%  loss = 0.053
   137m: epoch 5 [#############       ]  69%  loss = 0.051
   137m: epoch 5 [#############       ]  69%  loss = 0.054
   137m: epoch 5 [#############       ]  69%  loss = 0.054
   137m: epoch 5 [##############      ]  70%  loss = 0.055
   137m: epoch 5 [##############      ]  70%  loss = 0.056
   137m: epoch 5 [##############      ]  70%  loss = 0.052
   137m: epoch 5 [##############      ]  71%  loss = 0.055
   138m: epoch 5 [##############      ]  71%  loss = 0.051
   138m: epoch 5 [##############      ]  71%  loss = 0.055
   138m: epoch 5 [##############      ]  72%  loss = 0.052
   138m: epoch 5 [##############      ]  72%  loss = 0.052
   138m: epoch 5 [##############      ]  72%  loss = 0.054
   138m: epoch 5 [##############      ]  73%  loss = 0.051
   138m: epoch 5 [##############      ]  73%  loss = 0.055
   138m: epoch 5 [##############      ]  74%  loss = 0.051
   138m: epoch 5 [##############      ]  74%  loss = 0.051
   138m: epoch 5 [##############      ]  74%  loss = 0.051
   138m: epoch 5 [###############     ]  75%  loss = 0.053
   139m: epoch 5 [###############     ]  75%  loss = 0.053
   139m: epoch 5 [###############     ]  75%  loss = 0.057
   139m: epoch 5 [###############     ]  76%  loss = 0.053
   139m: epoch 5 [###############     ]  76%  loss = 0.054
   139m: epoch 5 [###############     ]  76%  loss = 0.054
   139m: epoch 5 [###############     ]  77%  loss = 0.056
   139m: epoch 5 [###############     ]  77%  loss = 0.052
   139m: epoch 5 [###############     ]  77%  loss = 0.053
   139m: epoch 5 [###############     ]  78%  loss = 0.051
   139m: epoch 5 [###############     ]  78%  loss = 0.052
   140m: epoch 5 [###############     ]  78%  loss = 0.051
   140m: epoch 5 [###############     ]  79%  loss = 0.051
   140m: epoch 5 [###############     ]  79%  loss = 0.053
   140m: epoch 5 [###############     ]  79%  loss = 0.054
   140m: epoch 5 [################    ]  80%  loss = 0.053
   140m: epoch 5 [################    ]  80%  loss = 0.051
   140m: epoch 5 [################    ]  80%  loss = 0.053
   140m: epoch 5 [################    ]  81%  loss = 0.052
   140m: epoch 5 [################    ]  81%  loss = 0.055
   140m: epoch 5 [################    ]  81%  loss = 0.054
   141m: epoch 5 [################    ]  82%  loss = 0.052
   141m: epoch 5 [################    ]  82%  loss = 0.053
   141m: epoch 5 [################    ]  82%  loss = 0.051
   141m: epoch 5 [################    ]  83%  loss = 0.050
   141m: epoch 5 [################    ]  83%  loss = 0.054
   141m: epoch 5 [################    ]  83%  loss = 0.052
   141m: epoch 5 [################    ]  84%  loss = 0.054
   141m: epoch 5 [################    ]  84%  loss = 0.054
   141m: epoch 5 [#################   ]  85%  loss = 0.053
   141m: epoch 5 [#################   ]  85%  loss = 0.054
   142m: epoch 5 [#################   ]  85%  loss = 0.057
   142m: epoch 5 [#################   ]  86%  loss = 0.053
   142m: epoch 5 [#################   ]  86%  loss = 0.054
   142m: epoch 5 [#################   ]  86%  loss = 0.052
   142m: epoch 5 [#################   ]  87%  loss = 0.052
   142m: epoch 5 [#################   ]  87%  loss = 0.053
   142m: epoch 5 [#################   ]  87%  loss = 0.055
   142m: epoch 5 [#################   ]  88%  loss = 0.052
   142m: epoch 5 [#################   ]  88%  loss = 0.049
   142m: epoch 5 [#################   ]  88%  loss = 0.054
   143m: epoch 5 [#################   ]  89%  loss = 0.053
   143m: epoch 5 [#################   ]  89%  loss = 0.055
   143m: epoch 5 [#################   ]  89%  loss = 0.051
   143m: epoch 5 [##################  ]  90%  loss = 0.051
   143m: epoch 5 [##################  ]  90%  loss = 0.052
   143m: epoch 5 [##################  ]  90%  loss = 0.054
   143m: epoch 5 [##################  ]  91%  loss = 0.054
   143m: epoch 5 [##################  ]  91%  loss = 0.054
   143m: epoch 5 [##################  ]  91%  loss = 0.051
   143m: epoch 5 [##################  ]  92%  loss = 0.055
   144m: epoch 5 [##################  ]  92%  loss = 0.049
   144m: epoch 5 [##################  ]  92%  loss = 0.053
   144m: epoch 5 [##################  ]  93%  loss = 0.052
   144m: epoch 5 [##################  ]  93%  loss = 0.053
   144m: epoch 5 [##################  ]  93%  loss = 0.050
   144m: epoch 5 [##################  ]  94%  loss = 0.054
   144m: epoch 5 [##################  ]  94%  loss = 0.053
   144m: epoch 5 [##################  ]  94%  loss = 0.051
   144m: epoch 5 [################### ]  95%  loss = 0.053
   144m: epoch 5 [################### ]  95%  loss = 0.052
   145m: epoch 5 [################### ]  96%  loss = 0.052
   145m: epoch 5 [################### ]  96%  loss = 0.056
   145m: epoch 5 [################### ]  96%  loss = 0.052
   145m: epoch 5 [################### ]  97%  loss = 0.052
   145m: epoch 5 [################### ]  97%  loss = 0.053
   145m: epoch 5 [################### ]  97%  loss = 0.054
   145m: epoch 5 [################### ]  98%  loss = 0.055
   145m: epoch 5 [################### ]  98%  loss = 0.051
   145m: epoch 5 [################### ]  98%  loss = 0.055
   145m: epoch 5 [################### ]  99%  loss = 0.054
   145m: epoch 5 [################### ]  99%  loss = 0.052
   146m: epoch 5 [################### ]  99%  loss = 0.051
146m: epoch 5 [####################]  100%  loss = 0.051
epoch 5 complete, loss = 0.051
model saved as token_classification_split_3_5_0.051
   146m: epoch 6 [                    ]  0%  loss = ...
   146m: epoch 6 [                    ]  0%  loss = 0.048
   146m: epoch 6 [                    ]  0%  loss = 0.045
   146m: epoch 6 [                    ]  1%  loss = 0.048
   146m: epoch 6 [                    ]  1%  loss = 0.047
   146m: epoch 6 [                    ]  1%  loss = 0.046
   146m: epoch 6 [                    ]  2%  loss = 0.047
   146m: epoch 6 [                    ]  2%  loss = 0.047
   146m: epoch 6 [                    ]  2%  loss = 0.046
   147m: epoch 6 [                    ]  3%  loss = 0.048
   147m: epoch 6 [                    ]  3%  loss = 0.048
   147m: epoch 6 [                    ]  3%  loss = 0.048
   147m: epoch 6 [                    ]  4%  loss = 0.049
   147m: epoch 6 [                    ]  4%  loss = 0.049
   147m: epoch 6 [                    ]  4%  loss = 0.044
   147m: epoch 6 [#                   ]  5%  loss = 0.049
   147m: epoch 6 [#                   ]  5%  loss = 0.049
   147m: epoch 6 [#                   ]  5%  loss = 0.048
   147m: epoch 6 [#                   ]  6%  loss = 0.049
   148m: epoch 6 [#                   ]  6%  loss = 0.049
   148m: epoch 6 [#                   ]  6%  loss = 0.048
   148m: epoch 6 [#                   ]  7%  loss = 0.048
   148m: epoch 6 [#                   ]  7%  loss = 0.046
   148m: epoch 6 [#                   ]  7%  loss = 0.046
   148m: epoch 6 [#                   ]  8%  loss = 0.046
   148m: epoch 6 [#                   ]  8%  loss = 0.050
   148m: epoch 6 [#                   ]  8%  loss = 0.045
   148m: epoch 6 [#                   ]  9%  loss = 0.051
   148m: epoch 6 [#                   ]  9%  loss = 0.049
   149m: epoch 6 [#                   ]  9%  loss = 0.047
   149m: epoch 6 [##                  ]  10%  loss = 0.047
   149m: epoch 6 [##                  ]  10%  loss = 0.047
   149m: epoch 6 [##                  ]  11%  loss = 0.050
   149m: epoch 6 [##                  ]  11%  loss = 0.049
   149m: epoch 6 [##                  ]  11%  loss = 0.046
   149m: epoch 6 [##                  ]  12%  loss = 0.046
   149m: epoch 6 [##                  ]  12%  loss = 0.047
   149m: epoch 6 [##                  ]  12%  loss = 0.051
   149m: epoch 6 [##                  ]  13%  loss = 0.048
   150m: epoch 6 [##                  ]  13%  loss = 0.048
   150m: epoch 6 [##                  ]  13%  loss = 0.049
   150m: epoch 6 [##                  ]  14%  loss = 0.046
   150m: epoch 6 [##                  ]  14%  loss = 0.047
   150m: epoch 6 [##                  ]  14%  loss = 0.050
   150m: epoch 6 [###                 ]  15%  loss = 0.049
   150m: epoch 6 [###                 ]  15%  loss = 0.046
   150m: epoch 6 [###                 ]  15%  loss = 0.051
   150m: epoch 6 [###                 ]  16%  loss = 0.050
   150m: epoch 6 [###                 ]  16%  loss = 0.050
   151m: epoch 6 [###                 ]  16%  loss = 0.049
   151m: epoch 6 [###                 ]  17%  loss = 0.046
   151m: epoch 6 [###                 ]  17%  loss = 0.047
   151m: epoch 6 [###                 ]  17%  loss = 0.049
   151m: epoch 6 [###                 ]  18%  loss = 0.048
   151m: epoch 6 [###                 ]  18%  loss = 0.047
   151m: epoch 6 [###                 ]  18%  loss = 0.047
   151m: epoch 6 [###                 ]  19%  loss = 0.047
   151m: epoch 6 [###                 ]  19%  loss = 0.048
   151m: epoch 6 [###                 ]  19%  loss = 0.049
   152m: epoch 6 [####                ]  20%  loss = 0.047
   152m: epoch 6 [####                ]  20%  loss = 0.048
   152m: epoch 6 [####                ]  20%  loss = 0.051
   152m: epoch 6 [####                ]  21%  loss = 0.047
   152m: epoch 6 [####                ]  21%  loss = 0.043
   152m: epoch 6 [####                ]  22%  loss = 0.050
   152m: epoch 6 [####                ]  22%  loss = 0.049
   152m: epoch 6 [####                ]  22%  loss = 0.052
   152m: epoch 6 [####                ]  23%  loss = 0.050
   152m: epoch 6 [####                ]  23%  loss = 0.048
   153m: epoch 6 [####                ]  23%  loss = 0.048
   153m: epoch 6 [####                ]  24%  loss = 0.048
   153m: epoch 6 [####                ]  24%  loss = 0.047
   153m: epoch 6 [####                ]  24%  loss = 0.049
   153m: epoch 6 [#####               ]  25%  loss = 0.049
   153m: epoch 6 [#####               ]  25%  loss = 0.049
   153m: epoch 6 [#####               ]  25%  loss = 0.050
   153m: epoch 6 [#####               ]  26%  loss = 0.046
   153m: epoch 6 [#####               ]  26%  loss = 0.047
   153m: epoch 6 [#####               ]  26%  loss = 0.050
   153m: epoch 6 [#####               ]  27%  loss = 0.048
   154m: epoch 6 [#####               ]  27%  loss = 0.049
   154m: epoch 6 [#####               ]  27%  loss = 0.049
   154m: epoch 6 [#####               ]  28%  loss = 0.049
   154m: epoch 6 [#####               ]  28%  loss = 0.049
   154m: epoch 6 [#####               ]  28%  loss = 0.048
   154m: epoch 6 [#####               ]  29%  loss = 0.048
   154m: epoch 6 [#####               ]  29%  loss = 0.051
   154m: epoch 6 [#####               ]  29%  loss = 0.049
   154m: epoch 6 [######              ]  30%  loss = 0.050
   154m: epoch 6 [######              ]  30%  loss = 0.050
   155m: epoch 6 [######              ]  30%  loss = 0.048
   155m: epoch 6 [######              ]  31%  loss = 0.047
   155m: epoch 6 [######              ]  31%  loss = 0.049
   155m: epoch 6 [######              ]  32%  loss = 0.048
   155m: epoch 6 [######              ]  32%  loss = 0.049
   155m: epoch 6 [######              ]  32%  loss = 0.049
   155m: epoch 6 [######              ]  33%  loss = 0.048
   155m: epoch 6 [######              ]  33%  loss = 0.047
   155m: epoch 6 [######              ]  33%  loss = 0.049
   155m: epoch 6 [######              ]  34%  loss = 0.051
   156m: epoch 6 [######              ]  34%  loss = 0.053
   156m: epoch 6 [######              ]  34%  loss = 0.049
   156m: epoch 6 [#######             ]  35%  loss = 0.051
   156m: epoch 6 [#######             ]  35%  loss = 0.053
   156m: epoch 6 [#######             ]  35%  loss = 0.052
   156m: epoch 6 [#######             ]  36%  loss = 0.050
   156m: epoch 6 [#######             ]  36%  loss = 0.050
   156m: epoch 6 [#######             ]  36%  loss = 0.048
   156m: epoch 6 [#######             ]  37%  loss = 0.051
   156m: epoch 6 [#######             ]  37%  loss = 0.049
   157m: epoch 6 [#######             ]  37%  loss = 0.050
   157m: epoch 6 [#######             ]  38%  loss = 0.048
   157m: epoch 6 [#######             ]  38%  loss = 0.048
   157m: epoch 6 [#######             ]  38%  loss = 0.049
   157m: epoch 6 [#######             ]  39%  loss = 0.048
   157m: epoch 6 [#######             ]  39%  loss = 0.047
   157m: epoch 6 [#######             ]  39%  loss = 0.052
   157m: epoch 6 [########            ]  40%  loss = 0.053
   157m: epoch 6 [########            ]  40%  loss = 0.046
   157m: epoch 6 [########            ]  40%  loss = 0.048
   158m: epoch 6 [########            ]  41%  loss = 0.051
   158m: epoch 6 [########            ]  41%  loss = 0.049
   158m: epoch 6 [########            ]  41%  loss = 0.049
   158m: epoch 6 [########            ]  42%  loss = 0.052
   158m: epoch 6 [########            ]  42%  loss = 0.048
   158m: epoch 6 [########            ]  43%  loss = 0.048
   158m: epoch 6 [########            ]  43%  loss = 0.049
   158m: epoch 6 [########            ]  43%  loss = 0.050
   158m: epoch 6 [########            ]  44%  loss = 0.048
   158m: epoch 6 [########            ]  44%  loss = 0.048
   159m: epoch 6 [########            ]  44%  loss = 0.050
   159m: epoch 6 [#########           ]  45%  loss = 0.051
   159m: epoch 6 [#########           ]  45%  loss = 0.053
   159m: epoch 6 [#########           ]  45%  loss = 0.053
   159m: epoch 6 [#########           ]  46%  loss = 0.051
   159m: epoch 6 [#########           ]  46%  loss = 0.051
   159m: epoch 6 [#########           ]  46%  loss = 0.045
   159m: epoch 6 [#########           ]  47%  loss = 0.050
   159m: epoch 6 [#########           ]  47%  loss = 0.048
   159m: epoch 6 [#########           ]  47%  loss = 0.048
   160m: epoch 6 [#########           ]  48%  loss = 0.050
   160m: epoch 6 [#########           ]  48%  loss = 0.049
   160m: epoch 6 [#########           ]  48%  loss = 0.049
   160m: epoch 6 [#########           ]  49%  loss = 0.049
   160m: epoch 6 [#########           ]  49%  loss = 0.048
   160m: epoch 6 [#########           ]  49%  loss = 0.050
   160m: epoch 6 [##########          ]  50%  loss = 0.051
   160m: epoch 6 [##########          ]  50%  loss = 0.048
   160m: epoch 6 [##########          ]  50%  loss = 0.050
   160m: epoch 6 [##########          ]  51%  loss = 0.049
   160m: epoch 6 [##########          ]  51%  loss = 0.049
   161m: epoch 6 [##########          ]  51%  loss = 0.049
   161m: epoch 6 [##########          ]  52%  loss = 0.048
   161m: epoch 6 [##########          ]  52%  loss = 0.049
   161m: epoch 6 [##########          ]  53%  loss = 0.049
   161m: epoch 6 [##########          ]  53%  loss = 0.050
   161m: epoch 6 [##########          ]  53%  loss = 0.047
   161m: epoch 6 [##########          ]  54%  loss = 0.050
   161m: epoch 6 [##########          ]  54%  loss = 0.049
   161m: epoch 6 [##########          ]  54%  loss = 0.048
   161m: epoch 6 [###########         ]  55%  loss = 0.050
   162m: epoch 6 [###########         ]  55%  loss = 0.045
   162m: epoch 6 [###########         ]  55%  loss = 0.048
   162m: epoch 6 [###########         ]  56%  loss = 0.049
   162m: epoch 6 [###########         ]  56%  loss = 0.050
   162m: epoch 6 [###########         ]  56%  loss = 0.048
   162m: epoch 6 [###########         ]  57%  loss = 0.048
   162m: epoch 6 [###########         ]  57%  loss = 0.051
   162m: epoch 6 [###########         ]  57%  loss = 0.051
   162m: epoch 6 [###########         ]  58%  loss = 0.049
   162m: epoch 6 [###########         ]  58%  loss = 0.049
   163m: epoch 6 [###########         ]  58%  loss = 0.049
   163m: epoch 6 [###########         ]  59%  loss = 0.048
   163m: epoch 6 [###########         ]  59%  loss = 0.051
   163m: epoch 6 [###########         ]  59%  loss = 0.048
   163m: epoch 6 [############        ]  60%  loss = 0.049
   163m: epoch 6 [############        ]  60%  loss = 0.050
   163m: epoch 6 [############        ]  60%  loss = 0.048
   163m: epoch 6 [############        ]  61%  loss = 0.047
   163m: epoch 6 [############        ]  61%  loss = 0.049
   163m: epoch 6 [############        ]  61%  loss = 0.051
   164m: epoch 6 [############        ]  62%  loss = 0.051
   164m: epoch 6 [############        ]  62%  loss = 0.049
   164m: epoch 6 [############        ]  62%  loss = 0.048
   164m: epoch 6 [############        ]  63%  loss = 0.048
   164m: epoch 6 [############        ]  63%  loss = 0.049
   164m: epoch 6 [############        ]  64%  loss = 0.049
   164m: epoch 6 [############        ]  64%  loss = 0.052
   164m: epoch 6 [############        ]  64%  loss = 0.049
   164m: epoch 6 [#############       ]  65%  loss = 0.051
   164m: epoch 6 [#############       ]  65%  loss = 0.050
   164m: epoch 6 [#############       ]  65%  loss = 0.050
   165m: epoch 6 [#############       ]  66%  loss = 0.049
   165m: epoch 6 [#############       ]  66%  loss = 0.050
   165m: epoch 6 [#############       ]  66%  loss = 0.050
   165m: epoch 6 [#############       ]  67%  loss = 0.050
   165m: epoch 6 [#############       ]  67%  loss = 0.048
   165m: epoch 6 [#############       ]  67%  loss = 0.051
   165m: epoch 6 [#############       ]  68%  loss = 0.049
   165m: epoch 6 [#############       ]  68%  loss = 0.048
   165m: epoch 6 [#############       ]  68%  loss = 0.051
   165m: epoch 6 [#############       ]  69%  loss = 0.050
   166m: epoch 6 [#############       ]  69%  loss = 0.046
   166m: epoch 6 [#############       ]  69%  loss = 0.049
   166m: epoch 6 [##############      ]  70%  loss = 0.050
   166m: epoch 6 [##############      ]  70%  loss = 0.048
   166m: epoch 6 [##############      ]  70%  loss = 0.050
   166m: epoch 6 [##############      ]  71%  loss = 0.051
   166m: epoch 6 [##############      ]  71%  loss = 0.047
   166m: epoch 6 [##############      ]  71%  loss = 0.048
   166m: epoch 6 [##############      ]  72%  loss = 0.049
   166m: epoch 6 [##############      ]  72%  loss = 0.048
   167m: epoch 6 [##############      ]  72%  loss = 0.048
   167m: epoch 6 [##############      ]  73%  loss = 0.049
   167m: epoch 6 [##############      ]  73%  loss = 0.052
   167m: epoch 6 [##############      ]  74%  loss = 0.052
   167m: epoch 6 [##############      ]  74%  loss = 0.048
   167m: epoch 6 [##############      ]  74%  loss = 0.049
   167m: epoch 6 [###############     ]  75%  loss = 0.049
   167m: epoch 6 [###############     ]  75%  loss = 0.047
   167m: epoch 6 [###############     ]  75%  loss = 0.046
   167m: epoch 6 [###############     ]  76%  loss = 0.049
   168m: epoch 6 [###############     ]  76%  loss = 0.049
   168m: epoch 6 [###############     ]  76%  loss = 0.050
   168m: epoch 6 [###############     ]  77%  loss = 0.053
   168m: epoch 6 [###############     ]  77%  loss = 0.051
   168m: epoch 6 [###############     ]  77%  loss = 0.053
   168m: epoch 6 [###############     ]  78%  loss = 0.048
   168m: epoch 6 [###############     ]  78%  loss = 0.051
   168m: epoch 6 [###############     ]  78%  loss = 0.047
   168m: epoch 6 [###############     ]  79%  loss = 0.047
   168m: epoch 6 [###############     ]  79%  loss = 0.048
   169m: epoch 6 [###############     ]  79%  loss = 0.052
   169m: epoch 6 [################    ]  80%  loss = 0.048
   169m: epoch 6 [################    ]  80%  loss = 0.048
   169m: epoch 6 [################    ]  80%  loss = 0.047
   169m: epoch 6 [################    ]  81%  loss = 0.052
   169m: epoch 6 [################    ]  81%  loss = 0.049
   169m: epoch 6 [################    ]  81%  loss = 0.049
   169m: epoch 6 [################    ]  82%  loss = 0.049
   169m: epoch 6 [################    ]  82%  loss = 0.049
   169m: epoch 6 [################    ]  82%  loss = 0.048
   170m: epoch 6 [################    ]  83%  loss = 0.050
   170m: epoch 6 [################    ]  83%  loss = 0.047
   170m: epoch 6 [################    ]  83%  loss = 0.048
   170m: epoch 6 [################    ]  84%  loss = 0.050
   170m: epoch 6 [################    ]  84%  loss = 0.048
   170m: epoch 6 [#################   ]  85%  loss = 0.051
   170m: epoch 6 [#################   ]  85%  loss = 0.047
   170m: epoch 6 [#################   ]  85%  loss = 0.049
   170m: epoch 6 [#################   ]  86%  loss = 0.049
   170m: epoch 6 [#################   ]  86%  loss = 0.049
   170m: epoch 6 [#################   ]  86%  loss = 0.049
   171m: epoch 6 [#################   ]  87%  loss = 0.047
   171m: epoch 6 [#################   ]  87%  loss = 0.048
   171m: epoch 6 [#################   ]  87%  loss = 0.050
   171m: epoch 6 [#################   ]  88%  loss = 0.051
   171m: epoch 6 [#################   ]  88%  loss = 0.050
   171m: epoch 6 [#################   ]  88%  loss = 0.047
   171m: epoch 6 [#################   ]  89%  loss = 0.049
   171m: epoch 6 [#################   ]  89%  loss = 0.046
   171m: epoch 6 [#################   ]  89%  loss = 0.050
   171m: epoch 6 [##################  ]  90%  loss = 0.050
   172m: epoch 6 [##################  ]  90%  loss = 0.047
   172m: epoch 6 [##################  ]  90%  loss = 0.047
   172m: epoch 6 [##################  ]  91%  loss = 0.049
   172m: epoch 6 [##################  ]  91%  loss = 0.051
   172m: epoch 6 [##################  ]  91%  loss = 0.049
   172m: epoch 6 [##################  ]  92%  loss = 0.049
   172m: epoch 6 [##################  ]  92%  loss = 0.047
   172m: epoch 6 [##################  ]  92%  loss = 0.050
   172m: epoch 6 [##################  ]  93%  loss = 0.050
   172m: epoch 6 [##################  ]  93%  loss = 0.049
   173m: epoch 6 [##################  ]  93%  loss = 0.049
   173m: epoch 6 [##################  ]  94%  loss = 0.050
   173m: epoch 6 [##################  ]  94%  loss = 0.047
   173m: epoch 6 [##################  ]  94%  loss = 0.049
   173m: epoch 6 [################### ]  95%  loss = 0.052
   173m: epoch 6 [################### ]  95%  loss = 0.049
   173m: epoch 6 [################### ]  96%  loss = 0.047
   173m: epoch 6 [################### ]  96%  loss = 0.050
   173m: epoch 6 [################### ]  96%  loss = 0.049
   173m: epoch 6 [################### ]  97%  loss = 0.046
   174m: epoch 6 [################### ]  97%  loss = 0.049
   174m: epoch 6 [################### ]  97%  loss = 0.051
   174m: epoch 6 [################### ]  98%  loss = 0.047
   174m: epoch 6 [################### ]  98%  loss = 0.048
   174m: epoch 6 [################### ]  98%  loss = 0.047
   174m: epoch 6 [################### ]  99%  loss = 0.049
   174m: epoch 6 [################### ]  99%  loss = 0.052
   174m: epoch 6 [################### ]  99%  loss = 0.051
174m: epoch 6 [####################]  100%  loss = 0.051
epoch 6 complete, loss = 0.051
model saved as token_classification_split_3_6_0.051
   174m: epoch 7 [                    ]  0%  loss = ...
   174m: epoch 7 [                    ]  0%  loss = 0.046
   175m: epoch 7 [                    ]  0%  loss = 0.046
   175m: epoch 7 [                    ]  1%  loss = 0.045
   175m: epoch 7 [                    ]  1%  loss = 0.045
   175m: epoch 7 [                    ]  1%  loss = 0.042
   175m: epoch 7 [                    ]  2%  loss = 0.044
   175m: epoch 7 [                    ]  2%  loss = 0.045
   175m: epoch 7 [                    ]  2%  loss = 0.044
   175m: epoch 7 [                    ]  3%  loss = 0.041
   175m: epoch 7 [                    ]  3%  loss = 0.044
   175m: epoch 7 [                    ]  3%  loss = 0.044
   176m: epoch 7 [                    ]  4%  loss = 0.046
   176m: epoch 7 [                    ]  4%  loss = 0.046
   176m: epoch 7 [                    ]  4%  loss = 0.043
   176m: epoch 7 [#                   ]  5%  loss = 0.043
   176m: epoch 7 [#                   ]  5%  loss = 0.046
   176m: epoch 7 [#                   ]  5%  loss = 0.044
   176m: epoch 7 [#                   ]  6%  loss = 0.043
   176m: epoch 7 [#                   ]  6%  loss = 0.043
   176m: epoch 7 [#                   ]  6%  loss = 0.044
   176m: epoch 7 [#                   ]  7%  loss = 0.046
   177m: epoch 7 [#                   ]  7%  loss = 0.043
   177m: epoch 7 [#                   ]  7%  loss = 0.047
   177m: epoch 7 [#                   ]  8%  loss = 0.044
   177m: epoch 7 [#                   ]  8%  loss = 0.048
   177m: epoch 7 [#                   ]  8%  loss = 0.046
   177m: epoch 7 [#                   ]  9%  loss = 0.047
   177m: epoch 7 [#                   ]  9%  loss = 0.046
   177m: epoch 7 [#                   ]  9%  loss = 0.043
   177m: epoch 7 [##                  ]  10%  loss = 0.045
   177m: epoch 7 [##                  ]  10%  loss = 0.048
   177m: epoch 7 [##                  ]  11%  loss = 0.047
   178m: epoch 7 [##                  ]  11%  loss = 0.045
   178m: epoch 7 [##                  ]  11%  loss = 0.045
   178m: epoch 7 [##                  ]  12%  loss = 0.048
   178m: epoch 7 [##                  ]  12%  loss = 0.044
   178m: epoch 7 [##                  ]  12%  loss = 0.046
   178m: epoch 7 [##                  ]  13%  loss = 0.047
   178m: epoch 7 [##                  ]  13%  loss = 0.046
   178m: epoch 7 [##                  ]  13%  loss = 0.045
   178m: epoch 7 [##                  ]  14%  loss = 0.042
   178m: epoch 7 [##                  ]  14%  loss = 0.042
   179m: epoch 7 [##                  ]  14%  loss = 0.046
   179m: epoch 7 [###                 ]  15%  loss = 0.044
   179m: epoch 7 [###                 ]  15%  loss = 0.044
   179m: epoch 7 [###                 ]  15%  loss = 0.045
   179m: epoch 7 [###                 ]  16%  loss = 0.043
   179m: epoch 7 [###                 ]  16%  loss = 0.045
   179m: epoch 7 [###                 ]  16%  loss = 0.044
   179m: epoch 7 [###                 ]  17%  loss = 0.046
   179m: epoch 7 [###                 ]  17%  loss = 0.045
   179m: epoch 7 [###                 ]  17%  loss = 0.046
   180m: epoch 7 [###                 ]  18%  loss = 0.041
   180m: epoch 7 [###                 ]  18%  loss = 0.043
   180m: epoch 7 [###                 ]  18%  loss = 0.045
   180m: epoch 7 [###                 ]  19%  loss = 0.044
   180m: epoch 7 [###                 ]  19%  loss = 0.044
   180m: epoch 7 [###                 ]  19%  loss = 0.043
   180m: epoch 7 [####                ]  20%  loss = 0.046
   180m: epoch 7 [####                ]  20%  loss = 0.043
   180m: epoch 7 [####                ]  20%  loss = 0.043
   180m: epoch 7 [####                ]  21%  loss = 0.043
   181m: epoch 7 [####                ]  21%  loss = 0.047
   181m: epoch 7 [####                ]  22%  loss = 0.046
   181m: epoch 7 [####                ]  22%  loss = 0.045
   181m: epoch 7 [####                ]  22%  loss = 0.047
   181m: epoch 7 [####                ]  23%  loss = 0.043
   181m: epoch 7 [####                ]  23%  loss = 0.047
   181m: epoch 7 [####                ]  23%  loss = 0.047
   181m: epoch 7 [####                ]  24%  loss = 0.047
   181m: epoch 7 [####                ]  24%  loss = 0.043
   181m: epoch 7 [####                ]  24%  loss = 0.046
   181m: epoch 7 [#####               ]  25%  loss = 0.046
   182m: epoch 7 [#####               ]  25%  loss = 0.043
   182m: epoch 7 [#####               ]  25%  loss = 0.045
   182m: epoch 7 [#####               ]  26%  loss = 0.048
   182m: epoch 7 [#####               ]  26%  loss = 0.046
   182m: epoch 7 [#####               ]  26%  loss = 0.047
   182m: epoch 7 [#####               ]  27%  loss = 0.048
   182m: epoch 7 [#####               ]  27%  loss = 0.046
   182m: epoch 7 [#####               ]  27%  loss = 0.049
   182m: epoch 7 [#####               ]  28%  loss = 0.046
   182m: epoch 7 [#####               ]  28%  loss = 0.047
   183m: epoch 7 [#####               ]  28%  loss = 0.045
   183m: epoch 7 [#####               ]  29%  loss = 0.047
   183m: epoch 7 [#####               ]  29%  loss = 0.045
   183m: epoch 7 [#####               ]  29%  loss = 0.045
   183m: epoch 7 [######              ]  30%  loss = 0.048
   183m: epoch 7 [######              ]  30%  loss = 0.044
   183m: epoch 7 [######              ]  30%  loss = 0.046
   183m: epoch 7 [######              ]  31%  loss = 0.047
   183m: epoch 7 [######              ]  31%  loss = 0.045
   183m: epoch 7 [######              ]  32%  loss = 0.046
   184m: epoch 7 [######              ]  32%  loss = 0.047
   184m: epoch 7 [######              ]  32%  loss = 0.046
   184m: epoch 7 [######              ]  33%  loss = 0.044
   184m: epoch 7 [######              ]  33%  loss = 0.045
   184m: epoch 7 [######              ]  33%  loss = 0.046
   184m: epoch 7 [######              ]  34%  loss = 0.046
   184m: epoch 7 [######              ]  34%  loss = 0.046
   184m: epoch 7 [######              ]  34%  loss = 0.048
   184m: epoch 7 [#######             ]  35%  loss = 0.047
   184m: epoch 7 [#######             ]  35%  loss = 0.048
   185m: epoch 7 [#######             ]  35%  loss = 0.046
   185m: epoch 7 [#######             ]  36%  loss = 0.046
   185m: epoch 7 [#######             ]  36%  loss = 0.044
   185m: epoch 7 [#######             ]  36%  loss = 0.046
   185m: epoch 7 [#######             ]  37%  loss = 0.044
   185m: epoch 7 [#######             ]  37%  loss = 0.047
   185m: epoch 7 [#######             ]  37%  loss = 0.048
   185m: epoch 7 [#######             ]  38%  loss = 0.044
   185m: epoch 7 [#######             ]  38%  loss = 0.044
   185m: epoch 7 [#######             ]  38%  loss = 0.047
   186m: epoch 7 [#######             ]  39%  loss = 0.045
   186m: epoch 7 [#######             ]  39%  loss = 0.047
   186m: epoch 7 [#######             ]  39%  loss = 0.045
   186m: epoch 7 [########            ]  40%  loss = 0.045
   186m: epoch 7 [########            ]  40%  loss = 0.043
   186m: epoch 7 [########            ]  40%  loss = 0.045
   186m: epoch 7 [########            ]  41%  loss = 0.047
   186m: epoch 7 [########            ]  41%  loss = 0.047
   186m: epoch 7 [########            ]  41%  loss = 0.045
   186m: epoch 7 [########            ]  42%  loss = 0.047
   186m: epoch 7 [########            ]  42%  loss = 0.046
   187m: epoch 7 [########            ]  43%  loss = 0.047
   187m: epoch 7 [########            ]  43%  loss = 0.044
   187m: epoch 7 [########            ]  43%  loss = 0.046
   187m: epoch 7 [########            ]  44%  loss = 0.046
   187m: epoch 7 [########            ]  44%  loss = 0.046
   187m: epoch 7 [########            ]  44%  loss = 0.046
   187m: epoch 7 [#########           ]  45%  loss = 0.046
   187m: epoch 7 [#########           ]  45%  loss = 0.046
   187m: epoch 7 [#########           ]  45%  loss = 0.046
   187m: epoch 7 [#########           ]  46%  loss = 0.042
   188m: epoch 7 [#########           ]  46%  loss = 0.045
   188m: epoch 7 [#########           ]  46%  loss = 0.045
   188m: epoch 7 [#########           ]  47%  loss = 0.045
   188m: epoch 7 [#########           ]  47%  loss = 0.047
   188m: epoch 7 [#########           ]  47%  loss = 0.045
   188m: epoch 7 [#########           ]  48%  loss = 0.046
   188m: epoch 7 [#########           ]  48%  loss = 0.044
   188m: epoch 7 [#########           ]  48%  loss = 0.044
   188m: epoch 7 [#########           ]  49%  loss = 0.047
   188m: epoch 7 [#########           ]  49%  loss = 0.043
   189m: epoch 7 [#########           ]  49%  loss = 0.046
   189m: epoch 7 [##########          ]  50%  loss = 0.046
   189m: epoch 7 [##########          ]  50%  loss = 0.045
   189m: epoch 7 [##########          ]  50%  loss = 0.044
   189m: epoch 7 [##########          ]  51%  loss = 0.043
   189m: epoch 7 [##########          ]  51%  loss = 0.047
   189m: epoch 7 [##########          ]  51%  loss = 0.046
   189m: epoch 7 [##########          ]  52%  loss = 0.045
   189m: epoch 7 [##########          ]  52%  loss = 0.048
   189m: epoch 7 [##########          ]  53%  loss = 0.046
   190m: epoch 7 [##########          ]  53%  loss = 0.046
   190m: epoch 7 [##########          ]  53%  loss = 0.046
   190m: epoch 7 [##########          ]  54%  loss = 0.049
   190m: epoch 7 [##########          ]  54%  loss = 0.044
   190m: epoch 7 [##########          ]  54%  loss = 0.044
   190m: epoch 7 [###########         ]  55%  loss = 0.047
   190m: epoch 7 [###########         ]  55%  loss = 0.046
   190m: epoch 7 [###########         ]  55%  loss = 0.044
   190m: epoch 7 [###########         ]  56%  loss = 0.044
   190m: epoch 7 [###########         ]  56%  loss = 0.045
   190m: epoch 7 [###########         ]  56%  loss = 0.046
   191m: epoch 7 [###########         ]  57%  loss = 0.045
   191m: epoch 7 [###########         ]  57%  loss = 0.046
   191m: epoch 7 [###########         ]  57%  loss = 0.048
   191m: epoch 7 [###########         ]  58%  loss = 0.045
   191m: epoch 7 [###########         ]  58%  loss = 0.047
   191m: epoch 7 [###########         ]  58%  loss = 0.048
   191m: epoch 7 [###########         ]  59%  loss = 0.049
   191m: epoch 7 [###########         ]  59%  loss = 0.048
   191m: epoch 7 [###########         ]  59%  loss = 0.045
   191m: epoch 7 [############        ]  60%  loss = 0.046
   192m: epoch 7 [############        ]  60%  loss = 0.045
   192m: epoch 7 [############        ]  60%  loss = 0.049
   192m: epoch 7 [############        ]  61%  loss = 0.044
   192m: epoch 7 [############        ]  61%  loss = 0.048
   192m: epoch 7 [############        ]  61%  loss = 0.045
   192m: epoch 7 [############        ]  62%  loss = 0.045
   192m: epoch 7 [############        ]  62%  loss = 0.048
   192m: epoch 7 [############        ]  62%  loss = 0.046
   192m: epoch 7 [############        ]  63%  loss = 0.045
   192m: epoch 7 [############        ]  63%  loss = 0.046
   193m: epoch 7 [############        ]  64%  loss = 0.044
   193m: epoch 7 [############        ]  64%  loss = 0.046
   193m: epoch 7 [############        ]  64%  loss = 0.048
   193m: epoch 7 [#############       ]  65%  loss = 0.046
   193m: epoch 7 [#############       ]  65%  loss = 0.045
   193m: epoch 7 [#############       ]  65%  loss = 0.047
   193m: epoch 7 [#############       ]  66%  loss = 0.047
   193m: epoch 7 [#############       ]  66%  loss = 0.045
   193m: epoch 7 [#############       ]  66%  loss = 0.045
   193m: epoch 7 [#############       ]  67%  loss = 0.045
   194m: epoch 7 [#############       ]  67%  loss = 0.047
   194m: epoch 7 [#############       ]  67%  loss = 0.045
   194m: epoch 7 [#############       ]  68%  loss = 0.046
   194m: epoch 7 [#############       ]  68%  loss = 0.047
   194m: epoch 7 [#############       ]  68%  loss = 0.045
   194m: epoch 7 [#############       ]  69%  loss = 0.045
   194m: epoch 7 [#############       ]  69%  loss = 0.048
   194m: epoch 7 [#############       ]  69%  loss = 0.045
   194m: epoch 7 [##############      ]  70%  loss = 0.048
   194m: epoch 7 [##############      ]  70%  loss = 0.046
   195m: epoch 7 [##############      ]  70%  loss = 0.044
   195m: epoch 7 [##############      ]  71%  loss = 0.042
   195m: epoch 7 [##############      ]  71%  loss = 0.046
   195m: epoch 7 [##############      ]  71%  loss = 0.047
   195m: epoch 7 [##############      ]  72%  loss = 0.046
   195m: epoch 7 [##############      ]  72%  loss = 0.048
   195m: epoch 7 [##############      ]  72%  loss = 0.049
   195m: epoch 7 [##############      ]  73%  loss = 0.049
   195m: epoch 7 [##############      ]  73%  loss = 0.045
   195m: epoch 7 [##############      ]  74%  loss = 0.048
   196m: epoch 7 [##############      ]  74%  loss = 0.045
   196m: epoch 7 [##############      ]  74%  loss = 0.047
   196m: epoch 7 [###############     ]  75%  loss = 0.045
   196m: epoch 7 [###############     ]  75%  loss = 0.043
   196m: epoch 7 [###############     ]  75%  loss = 0.044
   196m: epoch 7 [###############     ]  76%  loss = 0.046
   196m: epoch 7 [###############     ]  76%  loss = 0.044
   196m: epoch 7 [###############     ]  76%  loss = 0.048
   196m: epoch 7 [###############     ]  77%  loss = 0.045
   196m: epoch 7 [###############     ]  77%  loss = 0.046
   196m: epoch 7 [###############     ]  77%  loss = 0.046
   197m: epoch 7 [###############     ]  78%  loss = 0.045
   197m: epoch 7 [###############     ]  78%  loss = 0.044
   197m: epoch 7 [###############     ]  78%  loss = 0.046
   197m: epoch 7 [###############     ]  79%  loss = 0.047
   197m: epoch 7 [###############     ]  79%  loss = 0.044
   197m: epoch 7 [###############     ]  79%  loss = 0.043
   197m: epoch 7 [################    ]  80%  loss = 0.048
   197m: epoch 7 [################    ]  80%  loss = 0.048
   197m: epoch 7 [################    ]  80%  loss = 0.044
   197m: epoch 7 [################    ]  81%  loss = 0.046
   198m: epoch 7 [################    ]  81%  loss = 0.044
   198m: epoch 7 [################    ]  81%  loss = 0.044
   198m: epoch 7 [################    ]  82%  loss = 0.048
   198m: epoch 7 [################    ]  82%  loss = 0.048
   198m: epoch 7 [################    ]  82%  loss = 0.045
   198m: epoch 7 [################    ]  83%  loss = 0.047
   198m: epoch 7 [################    ]  83%  loss = 0.047
   198m: epoch 7 [################    ]  83%  loss = 0.046
   198m: epoch 7 [################    ]  84%  loss = 0.045
   198m: epoch 7 [################    ]  84%  loss = 0.045
   199m: epoch 7 [#################   ]  85%  loss = 0.046
   199m: epoch 7 [#################   ]  85%  loss = 0.048
   199m: epoch 7 [#################   ]  85%  loss = 0.044
   199m: epoch 7 [#################   ]  86%  loss = 0.045
   199m: epoch 7 [#################   ]  86%  loss = 0.045
   199m: epoch 7 [#################   ]  86%  loss = 0.047
   199m: epoch 7 [#################   ]  87%  loss = 0.046
   199m: epoch 7 [#################   ]  87%  loss = 0.045
   199m: epoch 7 [#################   ]  87%  loss = 0.049
   199m: epoch 7 [#################   ]  88%  loss = 0.049
   200m: epoch 7 [#################   ]  88%  loss = 0.044
   200m: epoch 7 [#################   ]  88%  loss = 0.046
   200m: epoch 7 [#################   ]  89%  loss = 0.046
   200m: epoch 7 [#################   ]  89%  loss = 0.048
   200m: epoch 7 [#################   ]  89%  loss = 0.046
   200m: epoch 7 [##################  ]  90%  loss = 0.046
   200m: epoch 7 [##################  ]  90%  loss = 0.048
   200m: epoch 7 [##################  ]  90%  loss = 0.049
   200m: epoch 7 [##################  ]  91%  loss = 0.051
   200m: epoch 7 [##################  ]  91%  loss = 0.045
   201m: epoch 7 [##################  ]  91%  loss = 0.045
   201m: epoch 7 [##################  ]  92%  loss = 0.044
   201m: epoch 7 [##################  ]  92%  loss = 0.045
   201m: epoch 7 [##################  ]  92%  loss = 0.047
   201m: epoch 7 [##################  ]  93%  loss = 0.046
   201m: epoch 7 [##################  ]  93%  loss = 0.045
   201m: epoch 7 [##################  ]  93%  loss = 0.047
   201m: epoch 7 [##################  ]  94%  loss = 0.045
   201m: epoch 7 [##################  ]  94%  loss = 0.045
   201m: epoch 7 [##################  ]  94%  loss = 0.045
   201m: epoch 7 [################### ]  95%  loss = 0.045
   202m: epoch 7 [################### ]  95%  loss = 0.047
   202m: epoch 7 [################### ]  96%  loss = 0.045
   202m: epoch 7 [################### ]  96%  loss = 0.046
   202m: epoch 7 [################### ]  96%  loss = 0.046
   202m: epoch 7 [################### ]  97%  loss = 0.045
   202m: epoch 7 [################### ]  97%  loss = 0.048
   202m: epoch 7 [################### ]  97%  loss = 0.049
   202m: epoch 7 [################### ]  98%  loss = 0.046
   202m: epoch 7 [################### ]  98%  loss = 0.043
   202m: epoch 7 [################### ]  98%  loss = 0.046
   203m: epoch 7 [################### ]  99%  loss = 0.045
   203m: epoch 7 [################### ]  99%  loss = 0.049
   203m: epoch 7 [################### ]  99%  loss = 0.045
203m: epoch 7 [####################]  100%  loss = 0.045
epoch 7 complete, loss = 0.045
model saved as token_classification_split_3_7_0.045
   203m: epoch 8 [                    ]  0%  loss = ...
   203m: epoch 8 [                    ]  0%  loss = 0.041
   203m: epoch 8 [                    ]  0%  loss = 0.040
   203m: epoch 8 [                    ]  1%  loss = 0.040
   203m: epoch 8 [                    ]  1%  loss = 0.043
   203m: epoch 8 [                    ]  1%  loss = 0.040
   203m: epoch 8 [                    ]  2%  loss = 0.041
   204m: epoch 8 [                    ]  2%  loss = 0.039
   204m: epoch 8 [                    ]  2%  loss = 0.042
   204m: epoch 8 [                    ]  3%  loss = 0.040
   204m: epoch 8 [                    ]  3%  loss = 0.040
   204m: epoch 8 [                    ]  3%  loss = 0.043
   204m: epoch 8 [                    ]  4%  loss = 0.044
   204m: epoch 8 [                    ]  4%  loss = 0.041
   204m: epoch 8 [                    ]  4%  loss = 0.044
   204m: epoch 8 [#                   ]  5%  loss = 0.042
   204m: epoch 8 [#                   ]  5%  loss = 0.042
   205m: epoch 8 [#                   ]  5%  loss = 0.042
   205m: epoch 8 [#                   ]  6%  loss = 0.043
   205m: epoch 8 [#                   ]  6%  loss = 0.041
   205m: epoch 8 [#                   ]  6%  loss = 0.042
   205m: epoch 8 [#                   ]  7%  loss = 0.044
   205m: epoch 8 [#                   ]  7%  loss = 0.043
   205m: epoch 8 [#                   ]  7%  loss = 0.042
   205m: epoch 8 [#                   ]  8%  loss = 0.043
   205m: epoch 8 [#                   ]  8%  loss = 0.043
   205m: epoch 8 [#                   ]  8%  loss = 0.041
   206m: epoch 8 [#                   ]  9%  loss = 0.041
   206m: epoch 8 [#                   ]  9%  loss = 0.042
   206m: epoch 8 [#                   ]  9%  loss = 0.041
   206m: epoch 8 [##                  ]  10%  loss = 0.041
   206m: epoch 8 [##                  ]  10%  loss = 0.040
   206m: epoch 8 [##                  ]  11%  loss = 0.042
   206m: epoch 8 [##                  ]  11%  loss = 0.043
   206m: epoch 8 [##                  ]  11%  loss = 0.043
   206m: epoch 8 [##                  ]  12%  loss = 0.043
   206m: epoch 8 [##                  ]  12%  loss = 0.047
   207m: epoch 8 [##                  ]  12%  loss = 0.042
   207m: epoch 8 [##                  ]  13%  loss = 0.041
   207m: epoch 8 [##                  ]  13%  loss = 0.041
   207m: epoch 8 [##                  ]  13%  loss = 0.042
   207m: epoch 8 [##                  ]  14%  loss = 0.044
   207m: epoch 8 [##                  ]  14%  loss = 0.042
   207m: epoch 8 [##                  ]  14%  loss = 0.041
   207m: epoch 8 [###                 ]  15%  loss = 0.042
   207m: epoch 8 [###                 ]  15%  loss = 0.047
   207m: epoch 8 [###                 ]  15%  loss = 0.046
   208m: epoch 8 [###                 ]  16%  loss = 0.043
   208m: epoch 8 [###                 ]  16%  loss = 0.043
   208m: epoch 8 [###                 ]  16%  loss = 0.043
   208m: epoch 8 [###                 ]  17%  loss = 0.040
   208m: epoch 8 [###                 ]  17%  loss = 0.040
   208m: epoch 8 [###                 ]  17%  loss = 0.041
   208m: epoch 8 [###                 ]  18%  loss = 0.043
   208m: epoch 8 [###                 ]  18%  loss = 0.042
   208m: epoch 8 [###                 ]  18%  loss = 0.042
   208m: epoch 8 [###                 ]  19%  loss = 0.042
   209m: epoch 8 [###                 ]  19%  loss = 0.041
   209m: epoch 8 [###                 ]  19%  loss = 0.042
   209m: epoch 8 [####                ]  20%  loss = 0.043
   209m: epoch 8 [####                ]  20%  loss = 0.041
   209m: epoch 8 [####                ]  20%  loss = 0.044
   209m: epoch 8 [####                ]  21%  loss = 0.044
   209m: epoch 8 [####                ]  21%  loss = 0.041
   209m: epoch 8 [####                ]  22%  loss = 0.043
   209m: epoch 8 [####                ]  22%  loss = 0.042
   209m: epoch 8 [####                ]  22%  loss = 0.042
   209m: epoch 8 [####                ]  23%  loss = 0.040
   210m: epoch 8 [####                ]  23%  loss = 0.042
   210m: epoch 8 [####                ]  23%  loss = 0.040
   210m: epoch 8 [####                ]  24%  loss = 0.042
   210m: epoch 8 [####                ]  24%  loss = 0.044
   210m: epoch 8 [####                ]  24%  loss = 0.042
   210m: epoch 8 [#####               ]  25%  loss = 0.041
   210m: epoch 8 [#####               ]  25%  loss = 0.042
   210m: epoch 8 [#####               ]  25%  loss = 0.045
   210m: epoch 8 [#####               ]  26%  loss = 0.042
   210m: epoch 8 [#####               ]  26%  loss = 0.045
   211m: epoch 8 [#####               ]  26%  loss = 0.042
   211m: epoch 8 [#####               ]  27%  loss = 0.043
   211m: epoch 8 [#####               ]  27%  loss = 0.043
   211m: epoch 8 [#####               ]  27%  loss = 0.042
   211m: epoch 8 [#####               ]  28%  loss = 0.042
   211m: epoch 8 [#####               ]  28%  loss = 0.043
   211m: epoch 8 [#####               ]  28%  loss = 0.040
   211m: epoch 8 [#####               ]  29%  loss = 0.045
   211m: epoch 8 [#####               ]  29%  loss = 0.044
   211m: epoch 8 [#####               ]  29%  loss = 0.043
   212m: epoch 8 [######              ]  30%  loss = 0.040
   212m: epoch 8 [######              ]  30%  loss = 0.045
   212m: epoch 8 [######              ]  30%  loss = 0.045
   212m: epoch 8 [######              ]  31%  loss = 0.043
   212m: epoch 8 [######              ]  31%  loss = 0.044
   212m: epoch 8 [######              ]  32%  loss = 0.040
   212m: epoch 8 [######              ]  32%  loss = 0.043
   212m: epoch 8 [######              ]  32%  loss = 0.041
   212m: epoch 8 [######              ]  33%  loss = 0.042
   212m: epoch 8 [######              ]  33%  loss = 0.041
   213m: epoch 8 [######              ]  33%  loss = 0.044
   213m: epoch 8 [######              ]  34%  loss = 0.044
   213m: epoch 8 [######              ]  34%  loss = 0.042
   213m: epoch 8 [######              ]  34%  loss = 0.045
   213m: epoch 8 [#######             ]  35%  loss = 0.040
   213m: epoch 8 [#######             ]  35%  loss = 0.046
   213m: epoch 8 [#######             ]  35%  loss = 0.043
   213m: epoch 8 [#######             ]  36%  loss = 0.045
   213m: epoch 8 [#######             ]  36%  loss = 0.041
   213m: epoch 8 [#######             ]  36%  loss = 0.043
   214m: epoch 8 [#######             ]  37%  loss = 0.043
   214m: epoch 8 [#######             ]  37%  loss = 0.045
   214m: epoch 8 [#######             ]  37%  loss = 0.042
   214m: epoch 8 [#######             ]  38%  loss = 0.046
   214m: epoch 8 [#######             ]  38%  loss = 0.045
   214m: epoch 8 [#######             ]  38%  loss = 0.041
   214m: epoch 8 [#######             ]  39%  loss = 0.042
   214m: epoch 8 [#######             ]  39%  loss = 0.042
   214m: epoch 8 [#######             ]  39%  loss = 0.044
   214m: epoch 8 [########            ]  40%  loss = 0.045
   215m: epoch 8 [########            ]  40%  loss = 0.044
   215m: epoch 8 [########            ]  40%  loss = 0.042
   215m: epoch 8 [########            ]  41%  loss = 0.045
   215m: epoch 8 [########            ]  41%  loss = 0.043
   215m: epoch 8 [########            ]  41%  loss = 0.043
   215m: epoch 8 [########            ]  42%  loss = 0.045
   215m: epoch 8 [########            ]  42%  loss = 0.041
   215m: epoch 8 [########            ]  43%  loss = 0.043
   215m: epoch 8 [########            ]  43%  loss = 0.046
   215m: epoch 8 [########            ]  43%  loss = 0.043
   216m: epoch 8 [########            ]  44%  loss = 0.042
   216m: epoch 8 [########            ]  44%  loss = 0.042
   216m: epoch 8 [########            ]  44%  loss = 0.041
   216m: epoch 8 [#########           ]  45%  loss = 0.042
   216m: epoch 8 [#########           ]  45%  loss = 0.041
   216m: epoch 8 [#########           ]  45%  loss = 0.046
   216m: epoch 8 [#########           ]  46%  loss = 0.042
   216m: epoch 8 [#########           ]  46%  loss = 0.042
   216m: epoch 8 [#########           ]  46%  loss = 0.045
   216m: epoch 8 [#########           ]  47%  loss = 0.044
   217m: epoch 8 [#########           ]  47%  loss = 0.044
   217m: epoch 8 [#########           ]  47%  loss = 0.041
   217m: epoch 8 [#########           ]  48%  loss = 0.043
   217m: epoch 8 [#########           ]  48%  loss = 0.044
   217m: epoch 8 [#########           ]  48%  loss = 0.043
   217m: epoch 8 [#########           ]  49%  loss = 0.041
   217m: epoch 8 [#########           ]  49%  loss = 0.045
   217m: epoch 8 [#########           ]  49%  loss = 0.040
   217m: epoch 8 [##########          ]  50%  loss = 0.042
   217m: epoch 8 [##########          ]  50%  loss = 0.044
   218m: epoch 8 [##########          ]  50%  loss = 0.046
   218m: epoch 8 [##########          ]  51%  loss = 0.043
   218m: epoch 8 [##########          ]  51%  loss = 0.044
   218m: epoch 8 [##########          ]  51%  loss = 0.045
   218m: epoch 8 [##########          ]  52%  loss = 0.043
   218m: epoch 8 [##########          ]  52%  loss = 0.044
   218m: epoch 8 [##########          ]  53%  loss = 0.044
   218m: epoch 8 [##########          ]  53%  loss = 0.042
   218m: epoch 8 [##########          ]  53%  loss = 0.042
   218m: epoch 8 [##########          ]  54%  loss = 0.044
   219m: epoch 8 [##########          ]  54%  loss = 0.042
   219m: epoch 8 [##########          ]  54%  loss = 0.041
   219m: epoch 8 [###########         ]  55%  loss = 0.043
   219m: epoch 8 [###########         ]  55%  loss = 0.044
   219m: epoch 8 [###########         ]  55%  loss = 0.045
   219m: epoch 8 [###########         ]  56%  loss = 0.044
   219m: epoch 8 [###########         ]  56%  loss = 0.043
   219m: epoch 8 [###########         ]  56%  loss = 0.047
   219m: epoch 8 [###########         ]  57%  loss = 0.041
   219m: epoch 8 [###########         ]  57%  loss = 0.042
   220m: epoch 8 [###########         ]  57%  loss = 0.042
   220m: epoch 8 [###########         ]  58%  loss = 0.042
   220m: epoch 8 [###########         ]  58%  loss = 0.046
   220m: epoch 8 [###########         ]  58%  loss = 0.043
   220m: epoch 8 [###########         ]  59%  loss = 0.045
   220m: epoch 8 [###########         ]  59%  loss = 0.043
   220m: epoch 8 [###########         ]  59%  loss = 0.042
   220m: epoch 8 [############        ]  60%  loss = 0.043
   220m: epoch 8 [############        ]  60%  loss = 0.045
   220m: epoch 8 [############        ]  60%  loss = 0.046
   221m: epoch 8 [############        ]  61%  loss = 0.042
   221m: epoch 8 [############        ]  61%  loss = 0.045
   221m: epoch 8 [############        ]  61%  loss = 0.044
   221m: epoch 8 [############        ]  62%  loss = 0.044
   221m: epoch 8 [############        ]  62%  loss = 0.042
   221m: epoch 8 [############        ]  62%  loss = 0.045
   221m: epoch 8 [############        ]  63%  loss = 0.042
   221m: epoch 8 [############        ]  63%  loss = 0.043
   221m: epoch 8 [############        ]  64%  loss = 0.043
   221m: epoch 8 [############        ]  64%  loss = 0.043
   222m: epoch 8 [############        ]  64%  loss = 0.043
   222m: epoch 8 [#############       ]  65%  loss = 0.043
   222m: epoch 8 [#############       ]  65%  loss = 0.041
   222m: epoch 8 [#############       ]  65%  loss = 0.044
   222m: epoch 8 [#############       ]  66%  loss = 0.043
   222m: epoch 8 [#############       ]  66%  loss = 0.042
   222m: epoch 8 [#############       ]  66%  loss = 0.045
   222m: epoch 8 [#############       ]  67%  loss = 0.044
   222m: epoch 8 [#############       ]  67%  loss = 0.045
   222m: epoch 8 [#############       ]  67%  loss = 0.045
   222m: epoch 8 [#############       ]  68%  loss = 0.044
   223m: epoch 8 [#############       ]  68%  loss = 0.043
   223m: epoch 8 [#############       ]  68%  loss = 0.042
   223m: epoch 8 [#############       ]  69%  loss = 0.043
   223m: epoch 8 [#############       ]  69%  loss = 0.043
   223m: epoch 8 [#############       ]  69%  loss = 0.045
   223m: epoch 8 [##############      ]  70%  loss = 0.043
   223m: epoch 8 [##############      ]  70%  loss = 0.041
   223m: epoch 8 [##############      ]  70%  loss = 0.043
   223m: epoch 8 [##############      ]  71%  loss = 0.043
   223m: epoch 8 [##############      ]  71%  loss = 0.042
   224m: epoch 8 [##############      ]  71%  loss = 0.043
   224m: epoch 8 [##############      ]  72%  loss = 0.044
   224m: epoch 8 [##############      ]  72%  loss = 0.042
   224m: epoch 8 [##############      ]  72%  loss = 0.044
   224m: epoch 8 [##############      ]  73%  loss = 0.042
   224m: epoch 8 [##############      ]  73%  loss = 0.043
   224m: epoch 8 [##############      ]  74%  loss = 0.044
   224m: epoch 8 [##############      ]  74%  loss = 0.046
   224m: epoch 8 [##############      ]  74%  loss = 0.042
   224m: epoch 8 [###############     ]  75%  loss = 0.044
   225m: epoch 8 [###############     ]  75%  loss = 0.045
   225m: epoch 8 [###############     ]  75%  loss = 0.042
   225m: epoch 8 [###############     ]  76%  loss = 0.044
   225m: epoch 8 [###############     ]  76%  loss = 0.045
   225m: epoch 8 [###############     ]  76%  loss = 0.043
   225m: epoch 8 [###############     ]  77%  loss = 0.043
   225m: epoch 8 [###############     ]  77%  loss = 0.045
   225m: epoch 8 [###############     ]  77%  loss = 0.046
   225m: epoch 8 [###############     ]  78%  loss = 0.045
   225m: epoch 8 [###############     ]  78%  loss = 0.043
   226m: epoch 8 [###############     ]  78%  loss = 0.044
   226m: epoch 8 [###############     ]  79%  loss = 0.045
   226m: epoch 8 [###############     ]  79%  loss = 0.044
   226m: epoch 8 [###############     ]  79%  loss = 0.046
   226m: epoch 8 [################    ]  80%  loss = 0.043
   226m: epoch 8 [################    ]  80%  loss = 0.044
   226m: epoch 8 [################    ]  80%  loss = 0.044
   226m: epoch 8 [################    ]  81%  loss = 0.045
   226m: epoch 8 [################    ]  81%  loss = 0.043
   226m: epoch 8 [################    ]  81%  loss = 0.043
   226m: epoch 8 [################    ]  82%  loss = 0.044
   227m: epoch 8 [################    ]  82%  loss = 0.042
   227m: epoch 8 [################    ]  82%  loss = 0.044
   227m: epoch 8 [################    ]  83%  loss = 0.045
   227m: epoch 8 [################    ]  83%  loss = 0.043
   227m: epoch 8 [################    ]  83%  loss = 0.046
   227m: epoch 8 [################    ]  84%  loss = 0.041
   227m: epoch 8 [################    ]  84%  loss = 0.043
   227m: epoch 8 [#################   ]  85%  loss = 0.043
   227m: epoch 8 [#################   ]  85%  loss = 0.045
   227m: epoch 8 [#################   ]  85%  loss = 0.043
   228m: epoch 8 [#################   ]  86%  loss = 0.044
   228m: epoch 8 [#################   ]  86%  loss = 0.042
   228m: epoch 8 [#################   ]  86%  loss = 0.044
   228m: epoch 8 [#################   ]  87%  loss = 0.044
   228m: epoch 8 [#################   ]  87%  loss = 0.043
   228m: epoch 8 [#################   ]  87%  loss = 0.046
   228m: epoch 8 [#################   ]  88%  loss = 0.043
   228m: epoch 8 [#################   ]  88%  loss = 0.044
   228m: epoch 8 [#################   ]  88%  loss = 0.044
   228m: epoch 8 [#################   ]  89%  loss = 0.044
   229m: epoch 8 [#################   ]  89%  loss = 0.046
   229m: epoch 8 [#################   ]  89%  loss = 0.045
   229m: epoch 8 [##################  ]  90%  loss = 0.042
   229m: epoch 8 [##################  ]  90%  loss = 0.042
   229m: epoch 8 [##################  ]  90%  loss = 0.045
   229m: epoch 8 [##################  ]  91%  loss = 0.043
   229m: epoch 8 [##################  ]  91%  loss = 0.043
   229m: epoch 8 [##################  ]  91%  loss = 0.045
   229m: epoch 8 [##################  ]  92%  loss = 0.041
   229m: epoch 8 [##################  ]  92%  loss = 0.045
   230m: epoch 8 [##################  ]  92%  loss = 0.043
   230m: epoch 8 [##################  ]  93%  loss = 0.045
   230m: epoch 8 [##################  ]  93%  loss = 0.042
   230m: epoch 8 [##################  ]  93%  loss = 0.046
   230m: epoch 8 [##################  ]  94%  loss = 0.042
   230m: epoch 8 [##################  ]  94%  loss = 0.043
   230m: epoch 8 [##################  ]  94%  loss = 0.045
   230m: epoch 8 [################### ]  95%  loss = 0.042
   230m: epoch 8 [################### ]  95%  loss = 0.041
   230m: epoch 8 [################### ]  96%  loss = 0.047
   231m: epoch 8 [################### ]  96%  loss = 0.040
   231m: epoch 8 [################### ]  96%  loss = 0.046
   231m: epoch 8 [################### ]  97%  loss = 0.044
   231m: epoch 8 [################### ]  97%  loss = 0.043
   231m: epoch 8 [################### ]  97%  loss = 0.043
   231m: epoch 8 [################### ]  98%  loss = 0.044
   231m: epoch 8 [################### ]  98%  loss = 0.044
   231m: epoch 8 [################### ]  98%  loss = 0.045
   231m: epoch 8 [################### ]  99%  loss = 0.042
   231m: epoch 8 [################### ]  99%  loss = 0.045
   232m: epoch 8 [################### ]  99%  loss = 0.043
232m: epoch 8 [####################]  100%  loss = 0.043
epoch 8 complete, loss = 0.043
model saved as token_classification_split_3_8_0.043
   232m: epoch 9 [                    ]  0%  loss = ...
   232m: epoch 9 [                    ]  0%  loss = 0.038
   232m: epoch 9 [                    ]  0%  loss = 0.039
   232m: epoch 9 [                    ]  1%  loss = 0.039
   232m: epoch 9 [                    ]  1%  loss = 0.040
   232m: epoch 9 [                    ]  1%  loss = 0.037
   232m: epoch 9 [                    ]  2%  loss = 0.040
   232m: epoch 9 [                    ]  2%  loss = 0.038
   232m: epoch 9 [                    ]  2%  loss = 0.041
   233m: epoch 9 [                    ]  3%  loss = 0.040
   233m: epoch 9 [                    ]  3%  loss = 0.037
   233m: epoch 9 [                    ]  3%  loss = 0.038
   233m: epoch 9 [                    ]  4%  loss = 0.039
   233m: epoch 9 [                    ]  4%  loss = 0.039
   233m: epoch 9 [                    ]  4%  loss = 0.041
   233m: epoch 9 [#                   ]  5%  loss = 0.040
   233m: epoch 9 [#                   ]  5%  loss = 0.039
   233m: epoch 9 [#                   ]  5%  loss = 0.038
   233m: epoch 9 [#                   ]  6%  loss = 0.044
   234m: epoch 9 [#                   ]  6%  loss = 0.040
   234m: epoch 9 [#                   ]  6%  loss = 0.040
   234m: epoch 9 [#                   ]  7%  loss = 0.041
   234m: epoch 9 [#                   ]  7%  loss = 0.039
   234m: epoch 9 [#                   ]  7%  loss = 0.041
   234m: epoch 9 [#                   ]  8%  loss = 0.039
   234m: epoch 9 [#                   ]  8%  loss = 0.041
   234m: epoch 9 [#                   ]  8%  loss = 0.040
   234m: epoch 9 [#                   ]  9%  loss = 0.039
   234m: epoch 9 [#                   ]  9%  loss = 0.039
   235m: epoch 9 [#                   ]  9%  loss = 0.039
   235m: epoch 9 [##                  ]  10%  loss = 0.040
   235m: epoch 9 [##                  ]  10%  loss = 0.039
   235m: epoch 9 [##                  ]  11%  loss = 0.039
   235m: epoch 9 [##                  ]  11%  loss = 0.038
   235m: epoch 9 [##                  ]  11%  loss = 0.040
   235m: epoch 9 [##                  ]  12%  loss = 0.038
   235m: epoch 9 [##                  ]  12%  loss = 0.041
   235m: epoch 9 [##                  ]  12%  loss = 0.040
   235m: epoch 9 [##                  ]  13%  loss = 0.037
   236m: epoch 9 [##                  ]  13%  loss = 0.039
   236m: epoch 9 [##                  ]  13%  loss = 0.039
   236m: epoch 9 [##                  ]  14%  loss = 0.039
   236m: epoch 9 [##                  ]  14%  loss = 0.040
   236m: epoch 9 [##                  ]  14%  loss = 0.037
   236m: epoch 9 [###                 ]  15%  loss = 0.041
   236m: epoch 9 [###                 ]  15%  loss = 0.039
   236m: epoch 9 [###                 ]  15%  loss = 0.039
   236m: epoch 9 [###                 ]  16%  loss = 0.039
   236m: epoch 9 [###                 ]  16%  loss = 0.039
   237m: epoch 9 [###                 ]  16%  loss = 0.039
   237m: epoch 9 [###                 ]  17%  loss = 0.042
   237m: epoch 9 [###                 ]  17%  loss = 0.040
   237m: epoch 9 [###                 ]  17%  loss = 0.040
   237m: epoch 9 [###                 ]  18%  loss = 0.039
   237m: epoch 9 [###                 ]  18%  loss = 0.040
   237m: epoch 9 [###                 ]  18%  loss = 0.040
   237m: epoch 9 [###                 ]  19%  loss = 0.038
   237m: epoch 9 [###                 ]  19%  loss = 0.041
   237m: epoch 9 [###                 ]  19%  loss = 0.043
   238m: epoch 9 [####                ]  20%  loss = 0.039
   238m: epoch 9 [####                ]  20%  loss = 0.037
   238m: epoch 9 [####                ]  20%  loss = 0.040
   238m: epoch 9 [####                ]  21%  loss = 0.041
   238m: epoch 9 [####                ]  21%  loss = 0.041
   238m: epoch 9 [####                ]  22%  loss = 0.040
   238m: epoch 9 [####                ]  22%  loss = 0.042
   238m: epoch 9 [####                ]  22%  loss = 0.041
   238m: epoch 9 [####                ]  23%  loss = 0.042
   238m: epoch 9 [####                ]  23%  loss = 0.040
   239m: epoch 9 [####                ]  23%  loss = 0.041
   239m: epoch 9 [####                ]  24%  loss = 0.040
   239m: epoch 9 [####                ]  24%  loss = 0.041
   239m: epoch 9 [####                ]  24%  loss = 0.041
   239m: epoch 9 [#####               ]  25%  loss = 0.042
   239m: epoch 9 [#####               ]  25%  loss = 0.042
   239m: epoch 9 [#####               ]  25%  loss = 0.040
   239m: epoch 9 [#####               ]  26%  loss = 0.041
   239m: epoch 9 [#####               ]  26%  loss = 0.040
   239m: epoch 9 [#####               ]  26%  loss = 0.039
   239m: epoch 9 [#####               ]  27%  loss = 0.040
   240m: epoch 9 [#####               ]  27%  loss = 0.042
   240m: epoch 9 [#####               ]  27%  loss = 0.041
   240m: epoch 9 [#####               ]  28%  loss = 0.041
   240m: epoch 9 [#####               ]  28%  loss = 0.043
   240m: epoch 9 [#####               ]  28%  loss = 0.041
   240m: epoch 9 [#####               ]  29%  loss = 0.040
   240m: epoch 9 [#####               ]  29%  loss = 0.041
   240m: epoch 9 [#####               ]  29%  loss = 0.040
   240m: epoch 9 [######              ]  30%  loss = 0.041
   240m: epoch 9 [######              ]  30%  loss = 0.044
   241m: epoch 9 [######              ]  30%  loss = 0.041
   241m: epoch 9 [######              ]  31%  loss = 0.039
   241m: epoch 9 [######              ]  31%  loss = 0.042
   241m: epoch 9 [######              ]  32%  loss = 0.040
   241m: epoch 9 [######              ]  32%  loss = 0.042
   241m: epoch 9 [######              ]  32%  loss = 0.040
   241m: epoch 9 [######              ]  33%  loss = 0.040
   241m: epoch 9 [######              ]  33%  loss = 0.041
   241m: epoch 9 [######              ]  33%  loss = 0.042
   241m: epoch 9 [######              ]  34%  loss = 0.040
   242m: epoch 9 [######              ]  34%  loss = 0.040
   242m: epoch 9 [######              ]  34%  loss = 0.042
   242m: epoch 9 [#######             ]  35%  loss = 0.043
   242m: epoch 9 [#######             ]  35%  loss = 0.040
   242m: epoch 9 [#######             ]  35%  loss = 0.043
   242m: epoch 9 [#######             ]  36%  loss = 0.040
   242m: epoch 9 [#######             ]  36%  loss = 0.039
   242m: epoch 9 [#######             ]  36%  loss = 0.042
   242m: epoch 9 [#######             ]  37%  loss = 0.043
   242m: epoch 9 [#######             ]  37%  loss = 0.041
   243m: epoch 9 [#######             ]  37%  loss = 0.040
   243m: epoch 9 [#######             ]  38%  loss = 0.040
   243m: epoch 9 [#######             ]  38%  loss = 0.041
   243m: epoch 9 [#######             ]  38%  loss = 0.040
   243m: epoch 9 [#######             ]  39%  loss = 0.041
   243m: epoch 9 [#######             ]  39%  loss = 0.042
   243m: epoch 9 [#######             ]  39%  loss = 0.041
   243m: epoch 9 [########            ]  40%  loss = 0.040
   243m: epoch 9 [########            ]  40%  loss = 0.039
   243m: epoch 9 [########            ]  40%  loss = 0.041
   244m: epoch 9 [########            ]  41%  loss = 0.042
   244m: epoch 9 [########            ]  41%  loss = 0.043
   244m: epoch 9 [########            ]  41%  loss = 0.040
   244m: epoch 9 [########            ]  42%  loss = 0.040
   244m: epoch 9 [########            ]  42%  loss = 0.041
   244m: epoch 9 [########            ]  43%  loss = 0.039
   244m: epoch 9 [########            ]  43%  loss = 0.041
   244m: epoch 9 [########            ]  43%  loss = 0.041
   244m: epoch 9 [########            ]  44%  loss = 0.041
   244m: epoch 9 [########            ]  44%  loss = 0.041
   245m: epoch 9 [########            ]  44%  loss = 0.044
   245m: epoch 9 [#########           ]  45%  loss = 0.040
   245m: epoch 9 [#########           ]  45%  loss = 0.039
   245m: epoch 9 [#########           ]  45%  loss = 0.042
   245m: epoch 9 [#########           ]  46%  loss = 0.039
   245m: epoch 9 [#########           ]  46%  loss = 0.041
   245m: epoch 9 [#########           ]  46%  loss = 0.044
   245m: epoch 9 [#########           ]  47%  loss = 0.042
   245m: epoch 9 [#########           ]  47%  loss = 0.045
   245m: epoch 9 [#########           ]  47%  loss = 0.037
   245m: epoch 9 [#########           ]  48%  loss = 0.041
   246m: epoch 9 [#########           ]  48%  loss = 0.039
   246m: epoch 9 [#########           ]  48%  loss = 0.043
   246m: epoch 9 [#########           ]  49%  loss = 0.039
   246m: epoch 9 [#########           ]  49%  loss = 0.042
   246m: epoch 9 [#########           ]  49%  loss = 0.041
   246m: epoch 9 [##########          ]  50%  loss = 0.042
   246m: epoch 9 [##########          ]  50%  loss = 0.045
   246m: epoch 9 [##########          ]  50%  loss = 0.041
   246m: epoch 9 [##########          ]  51%  loss = 0.042
   246m: epoch 9 [##########          ]  51%  loss = 0.041
   247m: epoch 9 [##########          ]  51%  loss = 0.040
   247m: epoch 9 [##########          ]  52%  loss = 0.043
   247m: epoch 9 [##########          ]  52%  loss = 0.044
   247m: epoch 9 [##########          ]  53%  loss = 0.042
   247m: epoch 9 [##########          ]  53%  loss = 0.041
   247m: epoch 9 [##########          ]  53%  loss = 0.041
   247m: epoch 9 [##########          ]  54%  loss = 0.040
   247m: epoch 9 [##########          ]  54%  loss = 0.043
   247m: epoch 9 [##########          ]  54%  loss = 0.040
   247m: epoch 9 [###########         ]  55%  loss = 0.044
   248m: epoch 9 [###########         ]  55%  loss = 0.040
   248m: epoch 9 [###########         ]  55%  loss = 0.042
   248m: epoch 9 [###########         ]  56%  loss = 0.042
   248m: epoch 9 [###########         ]  56%  loss = 0.040
   248m: epoch 9 [###########         ]  56%  loss = 0.042
   248m: epoch 9 [###########         ]  57%  loss = 0.042
   248m: epoch 9 [###########         ]  57%  loss = 0.038
   248m: epoch 9 [###########         ]  57%  loss = 0.042
   248m: epoch 9 [###########         ]  58%  loss = 0.041
   248m: epoch 9 [###########         ]  58%  loss = 0.041
   249m: epoch 9 [###########         ]  58%  loss = 0.041
   249m: epoch 9 [###########         ]  59%  loss = 0.040
   249m: epoch 9 [###########         ]  59%  loss = 0.041
   249m: epoch 9 [###########         ]  59%  loss = 0.042
   249m: epoch 9 [############        ]  60%  loss = 0.041
   249m: epoch 9 [############        ]  60%  loss = 0.043
   249m: epoch 9 [############        ]  60%  loss = 0.041
   249m: epoch 9 [############        ]  61%  loss = 0.043
   249m: epoch 9 [############        ]  61%  loss = 0.041
   249m: epoch 9 [############        ]  61%  loss = 0.041
   250m: epoch 9 [############        ]  62%  loss = 0.042
   250m: epoch 9 [############        ]  62%  loss = 0.041
   250m: epoch 9 [############        ]  62%  loss = 0.040
   250m: epoch 9 [############        ]  63%  loss = 0.040
   250m: epoch 9 [############        ]  63%  loss = 0.041
   250m: epoch 9 [############        ]  64%  loss = 0.043
   250m: epoch 9 [############        ]  64%  loss = 0.043
   250m: epoch 9 [############        ]  64%  loss = 0.040
   250m: epoch 9 [#############       ]  65%  loss = 0.041
   250m: epoch 9 [#############       ]  65%  loss = 0.040
   251m: epoch 9 [#############       ]  65%  loss = 0.041
   251m: epoch 9 [#############       ]  66%  loss = 0.040
   251m: epoch 9 [#############       ]  66%  loss = 0.039
   251m: epoch 9 [#############       ]  66%  loss = 0.041
   251m: epoch 9 [#############       ]  67%  loss = 0.041
   251m: epoch 9 [#############       ]  67%  loss = 0.043
   251m: epoch 9 [#############       ]  67%  loss = 0.042
   251m: epoch 9 [#############       ]  68%  loss = 0.040
   251m: epoch 9 [#############       ]  68%  loss = 0.042
   251m: epoch 9 [#############       ]  68%  loss = 0.040
   252m: epoch 9 [#############       ]  69%  loss = 0.040
   252m: epoch 9 [#############       ]  69%  loss = 0.040
   252m: epoch 9 [#############       ]  69%  loss = 0.044
   252m: epoch 9 [##############      ]  70%  loss = 0.040
   252m: epoch 9 [##############      ]  70%  loss = 0.042
   252m: epoch 9 [##############      ]  70%  loss = 0.042
   252m: epoch 9 [##############      ]  71%  loss = 0.039
   252m: epoch 9 [##############      ]  71%  loss = 0.040
   252m: epoch 9 [##############      ]  71%  loss = 0.042
   252m: epoch 9 [##############      ]  72%  loss = 0.042
   252m: epoch 9 [##############      ]  72%  loss = 0.042
   253m: epoch 9 [##############      ]  72%  loss = 0.044
   253m: epoch 9 [##############      ]  73%  loss = 0.042
   253m: epoch 9 [##############      ]  73%  loss = 0.043
   253m: epoch 9 [##############      ]  74%  loss = 0.038
   253m: epoch 9 [##############      ]  74%  loss = 0.040
   253m: epoch 9 [##############      ]  74%  loss = 0.045
   253m: epoch 9 [###############     ]  75%  loss = 0.040
   253m: epoch 9 [###############     ]  75%  loss = 0.043
   253m: epoch 9 [###############     ]  75%  loss = 0.040
   253m: epoch 9 [###############     ]  76%  loss = 0.040
   254m: epoch 9 [###############     ]  76%  loss = 0.044
   254m: epoch 9 [###############     ]  76%  loss = 0.041
   254m: epoch 9 [###############     ]  77%  loss = 0.040
   254m: epoch 9 [###############     ]  77%  loss = 0.042
   254m: epoch 9 [###############     ]  77%  loss = 0.047
   254m: epoch 9 [###############     ]  78%  loss = 0.041
   254m: epoch 9 [###############     ]  78%  loss = 0.043
   254m: epoch 9 [###############     ]  78%  loss = 0.040
   254m: epoch 9 [###############     ]  79%  loss = 0.041
   254m: epoch 9 [###############     ]  79%  loss = 0.042
   255m: epoch 9 [###############     ]  79%  loss = 0.041
   255m: epoch 9 [################    ]  80%  loss = 0.042
   255m: epoch 9 [################    ]  80%  loss = 0.041
   255m: epoch 9 [################    ]  80%  loss = 0.041
   255m: epoch 9 [################    ]  81%  loss = 0.042
   255m: epoch 9 [################    ]  81%  loss = 0.042
   255m: epoch 9 [################    ]  81%  loss = 0.039
   255m: epoch 9 [################    ]  82%  loss = 0.040
   255m: epoch 9 [################    ]  82%  loss = 0.042
   255m: epoch 9 [################    ]  82%  loss = 0.042
   255m: epoch 9 [################    ]  83%  loss = 0.042
   256m: epoch 9 [################    ]  83%  loss = 0.041
   256m: epoch 9 [################    ]  83%  loss = 0.042
   256m: epoch 9 [################    ]  84%  loss = 0.042
   256m: epoch 9 [################    ]  84%  loss = 0.042
   256m: epoch 9 [#################   ]  85%  loss = 0.041
   256m: epoch 9 [#################   ]  85%  loss = 0.041
   256m: epoch 9 [#################   ]  85%  loss = 0.042
   256m: epoch 9 [#################   ]  86%  loss = 0.043
   256m: epoch 9 [#################   ]  86%  loss = 0.041
   256m: epoch 9 [#################   ]  86%  loss = 0.042
   257m: epoch 9 [#################   ]  87%  loss = 0.040
   257m: epoch 9 [#################   ]  87%  loss = 0.041
   257m: epoch 9 [#################   ]  87%  loss = 0.042
   257m: epoch 9 [#################   ]  88%  loss = 0.042
   257m: epoch 9 [#################   ]  88%  loss = 0.044
   257m: epoch 9 [#################   ]  88%  loss = 0.042
   257m: epoch 9 [#################   ]  89%  loss = 0.042
   257m: epoch 9 [#################   ]  89%  loss = 0.038
   257m: epoch 9 [#################   ]  89%  loss = 0.047
   257m: epoch 9 [##################  ]  90%  loss = 0.039
   257m: epoch 9 [##################  ]  90%  loss = 0.043
   258m: epoch 9 [##################  ]  90%  loss = 0.042
   258m: epoch 9 [##################  ]  91%  loss = 0.039
   258m: epoch 9 [##################  ]  91%  loss = 0.041
   258m: epoch 9 [##################  ]  91%  loss = 0.043
   258m: epoch 9 [##################  ]  92%  loss = 0.043
   258m: epoch 9 [##################  ]  92%  loss = 0.044
   258m: epoch 9 [##################  ]  92%  loss = 0.043
   258m: epoch 9 [##################  ]  93%  loss = 0.042
   258m: epoch 9 [##################  ]  93%  loss = 0.038
   258m: epoch 9 [##################  ]  93%  loss = 0.041
   259m: epoch 9 [##################  ]  94%  loss = 0.042
   259m: epoch 9 [##################  ]  94%  loss = 0.039
   259m: epoch 9 [##################  ]  94%  loss = 0.042
   259m: epoch 9 [################### ]  95%  loss = 0.042
   259m: epoch 9 [################### ]  95%  loss = 0.041
   259m: epoch 9 [################### ]  96%  loss = 0.040
   259m: epoch 9 [################### ]  96%  loss = 0.039
   259m: epoch 9 [################### ]  96%  loss = 0.042
   259m: epoch 9 [################### ]  97%  loss = 0.042
   259m: epoch 9 [################### ]  97%  loss = 0.040
   260m: epoch 9 [################### ]  97%  loss = 0.043
   260m: epoch 9 [################### ]  98%  loss = 0.040
   260m: epoch 9 [################### ]  98%  loss = 0.042
   260m: epoch 9 [################### ]  98%  loss = 0.042
   260m: epoch 9 [################### ]  99%  loss = 0.043
   260m: epoch 9 [################### ]  99%  loss = 0.041
   260m: epoch 9 [################### ]  99%  loss = 0.041
260m: epoch 9 [####################]  100%  loss = 0.041
epoch 9 complete, loss = 0.041
model saved as token_classification_split_3_9_0.041
   260m: epoch 10 [                    ]  0%  loss = ...
   260m: epoch 10 [                    ]  0%  loss = 0.035
   260m: epoch 10 [                    ]  0%  loss = 0.038
   260m: epoch 10 [                    ]  1%  loss = 0.036
   261m: epoch 10 [                    ]  1%  loss = 0.037
   261m: epoch 10 [                    ]  1%  loss = 0.035
   261m: epoch 10 [                    ]  2%  loss = 0.038
   261m: epoch 10 [                    ]  2%  loss = 0.038
   261m: epoch 10 [                    ]  2%  loss = 0.038
   261m: epoch 10 [                    ]  3%  loss = 0.035
   261m: epoch 10 [                    ]  3%  loss = 0.039
   261m: epoch 10 [                    ]  3%  loss = 0.038
   261m: epoch 10 [                    ]  4%  loss = 0.039
   261m: epoch 10 [                    ]  4%  loss = 0.037
   262m: epoch 10 [                    ]  4%  loss = 0.037
   262m: epoch 10 [#                   ]  5%  loss = 0.036
   262m: epoch 10 [#                   ]  5%  loss = 0.038
   262m: epoch 10 [#                   ]  5%  loss = 0.037
   262m: epoch 10 [#                   ]  6%  loss = 0.038
   262m: epoch 10 [#                   ]  6%  loss = 0.036
   262m: epoch 10 [#                   ]  6%  loss = 0.039
   262m: epoch 10 [#                   ]  7%  loss = 0.038
   262m: epoch 10 [#                   ]  7%  loss = 0.038
   262m: epoch 10 [#                   ]  7%  loss = 0.039
   263m: epoch 10 [#                   ]  8%  loss = 0.038
   263m: epoch 10 [#                   ]  8%  loss = 0.038
   263m: epoch 10 [#                   ]  8%  loss = 0.040
   263m: epoch 10 [#                   ]  9%  loss = 0.037
   263m: epoch 10 [#                   ]  9%  loss = 0.036
   263m: epoch 10 [#                   ]  9%  loss = 0.039
   263m: epoch 10 [##                  ]  10%  loss = 0.039
   263m: epoch 10 [##                  ]  10%  loss = 0.037
   263m: epoch 10 [##                  ]  11%  loss = 0.039
   263m: epoch 10 [##                  ]  11%  loss = 0.037
   264m: epoch 10 [##                  ]  11%  loss = 0.038
   264m: epoch 10 [##                  ]  12%  loss = 0.037
   264m: epoch 10 [##                  ]  12%  loss = 0.038
   264m: epoch 10 [##                  ]  12%  loss = 0.037
   264m: epoch 10 [##                  ]  13%  loss = 0.036
   264m: epoch 10 [##                  ]  13%  loss = 0.039
   264m: epoch 10 [##                  ]  13%  loss = 0.038
   264m: epoch 10 [##                  ]  14%  loss = 0.039
   264m: epoch 10 [##                  ]  14%  loss = 0.041
   264m: epoch 10 [##                  ]  14%  loss = 0.038
   264m: epoch 10 [###                 ]  15%  loss = 0.038
   265m: epoch 10 [###                 ]  15%  loss = 0.040
   265m: epoch 10 [###                 ]  15%  loss = 0.038
   265m: epoch 10 [###                 ]  16%  loss = 0.040
   265m: epoch 10 [###                 ]  16%  loss = 0.039
   265m: epoch 10 [###                 ]  16%  loss = 0.036
   265m: epoch 10 [###                 ]  17%  loss = 0.039
   265m: epoch 10 [###                 ]  17%  loss = 0.040
   265m: epoch 10 [###                 ]  17%  loss = 0.038
   265m: epoch 10 [###                 ]  18%  loss = 0.038
   265m: epoch 10 [###                 ]  18%  loss = 0.038
   265m: epoch 10 [###                 ]  18%  loss = 0.039
   266m: epoch 10 [###                 ]  19%  loss = 0.041
   266m: epoch 10 [###                 ]  19%  loss = 0.039
   266m: epoch 10 [###                 ]  19%  loss = 0.038
   266m: epoch 10 [####                ]  20%  loss = 0.037
   266m: epoch 10 [####                ]  20%  loss = 0.039
   266m: epoch 10 [####                ]  20%  loss = 0.038
   266m: epoch 10 [####                ]  21%  loss = 0.039
   266m: epoch 10 [####                ]  21%  loss = 0.040
   266m: epoch 10 [####                ]  22%  loss = 0.040
   266m: epoch 10 [####                ]  22%  loss = 0.037
   267m: epoch 10 [####                ]  22%  loss = 0.036
   267m: epoch 10 [####                ]  23%  loss = 0.037
   267m: epoch 10 [####                ]  23%  loss = 0.038
   267m: epoch 10 [####                ]  23%  loss = 0.037
   267m: epoch 10 [####                ]  24%  loss = 0.040
   267m: epoch 10 [####                ]  24%  loss = 0.037
   267m: epoch 10 [####                ]  24%  loss = 0.038
   267m: epoch 10 [#####               ]  25%  loss = 0.039
   267m: epoch 10 [#####               ]  25%  loss = 0.039
   267m: epoch 10 [#####               ]  25%  loss = 0.039
   268m: epoch 10 [#####               ]  26%  loss = 0.038
   268m: epoch 10 [#####               ]  26%  loss = 0.039
   268m: epoch 10 [#####               ]  26%  loss = 0.037
   268m: epoch 10 [#####               ]  27%  loss = 0.037
   268m: epoch 10 [#####               ]  27%  loss = 0.039
   268m: epoch 10 [#####               ]  27%  loss = 0.039
   268m: epoch 10 [#####               ]  28%  loss = 0.039
   268m: epoch 10 [#####               ]  28%  loss = 0.037
   268m: epoch 10 [#####               ]  28%  loss = 0.038
   268m: epoch 10 [#####               ]  29%  loss = 0.039
   268m: epoch 10 [#####               ]  29%  loss = 0.036
   269m: epoch 10 [#####               ]  29%  loss = 0.040
   269m: epoch 10 [######              ]  30%  loss = 0.039
   269m: epoch 10 [######              ]  30%  loss = 0.039
   269m: epoch 10 [######              ]  30%  loss = 0.037
   269m: epoch 10 [######              ]  31%  loss = 0.039
   269m: epoch 10 [######              ]  31%  loss = 0.039
   269m: epoch 10 [######              ]  32%  loss = 0.037
   269m: epoch 10 [######              ]  32%  loss = 0.041
   269m: epoch 10 [######              ]  32%  loss = 0.040
   269m: epoch 10 [######              ]  33%  loss = 0.038
   270m: epoch 10 [######              ]  33%  loss = 0.040
   270m: epoch 10 [######              ]  33%  loss = 0.038
   270m: epoch 10 [######              ]  34%  loss = 0.038
   270m: epoch 10 [######              ]  34%  loss = 0.037
   270m: epoch 10 [######              ]  34%  loss = 0.040
   270m: epoch 10 [#######             ]  35%  loss = 0.039
   270m: epoch 10 [#######             ]  35%  loss = 0.035
   270m: epoch 10 [#######             ]  35%  loss = 0.040
   270m: epoch 10 [#######             ]  36%  loss = 0.039
   270m: epoch 10 [#######             ]  36%  loss = 0.039
   271m: epoch 10 [#######             ]  36%  loss = 0.040
   271m: epoch 10 [#######             ]  37%  loss = 0.040
   271m: epoch 10 [#######             ]  37%  loss = 0.039
   271m: epoch 10 [#######             ]  37%  loss = 0.037
   271m: epoch 10 [#######             ]  38%  loss = 0.040
   271m: epoch 10 [#######             ]  38%  loss = 0.039
   271m: epoch 10 [#######             ]  38%  loss = 0.039
   271m: epoch 10 [#######             ]  39%  loss = 0.040
   271m: epoch 10 [#######             ]  39%  loss = 0.038
   271m: epoch 10 [#######             ]  39%  loss = 0.038
   272m: epoch 10 [########            ]  40%  loss = 0.041
   272m: epoch 10 [########            ]  40%  loss = 0.039
   272m: epoch 10 [########            ]  40%  loss = 0.040
   272m: epoch 10 [########            ]  41%  loss = 0.040
   272m: epoch 10 [########            ]  41%  loss = 0.037
   272m: epoch 10 [########            ]  41%  loss = 0.040
   272m: epoch 10 [########            ]  42%  loss = 0.040
   272m: epoch 10 [########            ]  42%  loss = 0.040
   272m: epoch 10 [########            ]  43%  loss = 0.039
   272m: epoch 10 [########            ]  43%  loss = 0.041
   272m: epoch 10 [########            ]  43%  loss = 0.038
   273m: epoch 10 [########            ]  44%  loss = 0.039
   273m: epoch 10 [########            ]  44%  loss = 0.038
   273m: epoch 10 [########            ]  44%  loss = 0.038
   273m: epoch 10 [#########           ]  45%  loss = 0.038
   273m: epoch 10 [#########           ]  45%  loss = 0.040
   273m: epoch 10 [#########           ]  45%  loss = 0.041
   273m: epoch 10 [#########           ]  46%  loss = 0.039
   273m: epoch 10 [#########           ]  46%  loss = 0.040
   273m: epoch 10 [#########           ]  46%  loss = 0.040
   273m: epoch 10 [#########           ]  47%  loss = 0.041
   274m: epoch 10 [#########           ]  47%  loss = 0.041
   274m: epoch 10 [#########           ]  47%  loss = 0.039
   274m: epoch 10 [#########           ]  48%  loss = 0.037
   274m: epoch 10 [#########           ]  48%  loss = 0.040
   274m: epoch 10 [#########           ]  48%  loss = 0.039
   274m: epoch 10 [#########           ]  49%  loss = 0.039
   274m: epoch 10 [#########           ]  49%  loss = 0.040
   274m: epoch 10 [#########           ]  49%  loss = 0.037
   274m: epoch 10 [##########          ]  50%  loss = 0.040
   274m: epoch 10 [##########          ]  50%  loss = 0.038
   275m: epoch 10 [##########          ]  50%  loss = 0.044
   275m: epoch 10 [##########          ]  51%  loss = 0.037
   275m: epoch 10 [##########          ]  51%  loss = 0.037
   275m: epoch 10 [##########          ]  51%  loss = 0.042
   275m: epoch 10 [##########          ]  52%  loss = 0.040
   275m: epoch 10 [##########          ]  52%  loss = 0.040
   275m: epoch 10 [##########          ]  53%  loss = 0.039
   275m: epoch 10 [##########          ]  53%  loss = 0.041
   275m: epoch 10 [##########          ]  53%  loss = 0.039
   275m: epoch 10 [##########          ]  54%  loss = 0.038
   275m: epoch 10 [##########          ]  54%  loss = 0.040
   276m: epoch 10 [##########          ]  54%  loss = 0.038
   276m: epoch 10 [###########         ]  55%  loss = 0.039
   276m: epoch 10 [###########         ]  55%  loss = 0.038
   276m: epoch 10 [###########         ]  55%  loss = 0.039
   276m: epoch 10 [###########         ]  56%  loss = 0.039
   276m: epoch 10 [###########         ]  56%  loss = 0.039
   276m: epoch 10 [###########         ]  56%  loss = 0.040
   276m: epoch 10 [###########         ]  57%  loss = 0.039
   276m: epoch 10 [###########         ]  57%  loss = 0.040
   276m: epoch 10 [###########         ]  57%  loss = 0.039
   277m: epoch 10 [###########         ]  58%  loss = 0.041
   277m: epoch 10 [###########         ]  58%  loss = 0.041
   277m: epoch 10 [###########         ]  58%  loss = 0.041
   277m: epoch 10 [###########         ]  59%  loss = 0.039
   277m: epoch 10 [###########         ]  59%  loss = 0.037
   277m: epoch 10 [###########         ]  59%  loss = 0.040
   277m: epoch 10 [############        ]  60%  loss = 0.039
   277m: epoch 10 [############        ]  60%  loss = 0.041
   277m: epoch 10 [############        ]  60%  loss = 0.039
   277m: epoch 10 [############        ]  61%  loss = 0.041
   278m: epoch 10 [############        ]  61%  loss = 0.037
   278m: epoch 10 [############        ]  61%  loss = 0.038
   278m: epoch 10 [############        ]  62%  loss = 0.040
   278m: epoch 10 [############        ]  62%  loss = 0.039
   278m: epoch 10 [############        ]  62%  loss = 0.039
   278m: epoch 10 [############        ]  63%  loss = 0.039
   278m: epoch 10 [############        ]  63%  loss = 0.041
   278m: epoch 10 [############        ]  64%  loss = 0.042
   278m: epoch 10 [############        ]  64%  loss = 0.038
   278m: epoch 10 [############        ]  64%  loss = 0.038
   278m: epoch 10 [#############       ]  65%  loss = 0.040
   279m: epoch 10 [#############       ]  65%  loss = 0.041
   279m: epoch 10 [#############       ]  65%  loss = 0.039
   279m: epoch 10 [#############       ]  66%  loss = 0.039
   279m: epoch 10 [#############       ]  66%  loss = 0.041
   279m: epoch 10 [#############       ]  66%  loss = 0.042
   279m: epoch 10 [#############       ]  67%  loss = 0.038
   279m: epoch 10 [#############       ]  67%  loss = 0.041
   279m: epoch 10 [#############       ]  67%  loss = 0.039
   279m: epoch 10 [#############       ]  68%  loss = 0.039
   279m: epoch 10 [#############       ]  68%  loss = 0.040
   280m: epoch 10 [#############       ]  68%  loss = 0.039
   280m: epoch 10 [#############       ]  69%  loss = 0.037
   280m: epoch 10 [#############       ]  69%  loss = 0.040
   280m: epoch 10 [#############       ]  69%  loss = 0.039
   280m: epoch 10 [##############      ]  70%  loss = 0.039
   280m: epoch 10 [##############      ]  70%  loss = 0.041
   280m: epoch 10 [##############      ]  70%  loss = 0.039
   280m: epoch 10 [##############      ]  71%  loss = 0.040
   280m: epoch 10 [##############      ]  71%  loss = 0.039
   280m: epoch 10 [##############      ]  71%  loss = 0.041
   281m: epoch 10 [##############      ]  72%  loss = 0.038
   281m: epoch 10 [##############      ]  72%  loss = 0.040
   281m: epoch 10 [##############      ]  72%  loss = 0.041
   281m: epoch 10 [##############      ]  73%  loss = 0.040
   281m: epoch 10 [##############      ]  73%  loss = 0.040
   281m: epoch 10 [##############      ]  74%  loss = 0.037
   281m: epoch 10 [##############      ]  74%  loss = 0.038
   281m: epoch 10 [##############      ]  74%  loss = 0.039
   281m: epoch 10 [###############     ]  75%  loss = 0.038
   281m: epoch 10 [###############     ]  75%  loss = 0.039
   281m: epoch 10 [###############     ]  75%  loss = 0.040
   282m: epoch 10 [###############     ]  76%  loss = 0.039
   282m: epoch 10 [###############     ]  76%  loss = 0.041
   282m: epoch 10 [###############     ]  76%  loss = 0.039
   282m: epoch 10 [###############     ]  77%  loss = 0.038
   282m: epoch 10 [###############     ]  77%  loss = 0.038
   282m: epoch 10 [###############     ]  77%  loss = 0.039
   282m: epoch 10 [###############     ]  78%  loss = 0.040
   282m: epoch 10 [###############     ]  78%  loss = 0.038
   282m: epoch 10 [###############     ]  78%  loss = 0.039
   282m: epoch 10 [###############     ]  79%  loss = 0.039
   283m: epoch 10 [###############     ]  79%  loss = 0.040
   283m: epoch 10 [###############     ]  79%  loss = 0.038
   283m: epoch 10 [################    ]  80%  loss = 0.040
   283m: epoch 10 [################    ]  80%  loss = 0.038
   283m: epoch 10 [################    ]  80%  loss = 0.039
   283m: epoch 10 [################    ]  81%  loss = 0.040
   283m: epoch 10 [################    ]  81%  loss = 0.041
   283m: epoch 10 [################    ]  81%  loss = 0.039
   283m: epoch 10 [################    ]  82%  loss = 0.041
   283m: epoch 10 [################    ]  82%  loss = 0.041
   284m: epoch 10 [################    ]  82%  loss = 0.040
   284m: epoch 10 [################    ]  83%  loss = 0.040
   284m: epoch 10 [################    ]  83%  loss = 0.039
   284m: epoch 10 [################    ]  83%  loss = 0.042
   284m: epoch 10 [################    ]  84%  loss = 0.038
   284m: epoch 10 [################    ]  84%  loss = 0.039
   284m: epoch 10 [#################   ]  85%  loss = 0.042
   284m: epoch 10 [#################   ]  85%  loss = 0.037
   284m: epoch 10 [#################   ]  85%  loss = 0.038
   284m: epoch 10 [#################   ]  86%  loss = 0.038
   284m: epoch 10 [#################   ]  86%  loss = 0.038
   285m: epoch 10 [#################   ]  86%  loss = 0.037
   285m: epoch 10 [#################   ]  87%  loss = 0.041
   285m: epoch 10 [#################   ]  87%  loss = 0.039
   285m: epoch 10 [#################   ]  87%  loss = 0.039
   285m: epoch 10 [#################   ]  88%  loss = 0.040
   285m: epoch 10 [#################   ]  88%  loss = 0.038
   285m: epoch 10 [#################   ]  88%  loss = 0.038
   285m: epoch 10 [#################   ]  89%  loss = 0.041
   285m: epoch 10 [#################   ]  89%  loss = 0.041
   285m: epoch 10 [#################   ]  89%  loss = 0.039
   286m: epoch 10 [##################  ]  90%  loss = 0.040
   286m: epoch 10 [##################  ]  90%  loss = 0.040
   286m: epoch 10 [##################  ]  90%  loss = 0.039
   286m: epoch 10 [##################  ]  91%  loss = 0.040
   286m: epoch 10 [##################  ]  91%  loss = 0.038
   286m: epoch 10 [##################  ]  91%  loss = 0.039
   286m: epoch 10 [##################  ]  92%  loss = 0.040
   286m: epoch 10 [##################  ]  92%  loss = 0.038
   286m: epoch 10 [##################  ]  92%  loss = 0.042
   286m: epoch 10 [##################  ]  93%  loss = 0.042
   287m: epoch 10 [##################  ]  93%  loss = 0.043
   287m: epoch 10 [##################  ]  93%  loss = 0.041
   287m: epoch 10 [##################  ]  94%  loss = 0.039
   287m: epoch 10 [##################  ]  94%  loss = 0.041
   287m: epoch 10 [##################  ]  94%  loss = 0.042
   287m: epoch 10 [################### ]  95%  loss = 0.042
   287m: epoch 10 [################### ]  95%  loss = 0.039
   287m: epoch 10 [################### ]  96%  loss = 0.044
   287m: epoch 10 [################### ]  96%  loss = 0.038
   287m: epoch 10 [################### ]  96%  loss = 0.038
   287m: epoch 10 [################### ]  97%  loss = 0.038
   288m: epoch 10 [################### ]  97%  loss = 0.038
   288m: epoch 10 [################### ]  97%  loss = 0.040
   288m: epoch 10 [################### ]  98%  loss = 0.041
   288m: epoch 10 [################### ]  98%  loss = 0.040
   288m: epoch 10 [################### ]  98%  loss = 0.040
   288m: epoch 10 [################### ]  99%  loss = 0.039
   288m: epoch 10 [################### ]  99%  loss = 0.041
   288m: epoch 10 [################### ]  99%  loss = 0.037
288m: epoch 10 [####################]  100%  loss = 0.037
epoch 10 complete, loss = 0.037
model saved as token_classification_split_3_10_0.037
   288m: epoch 11 [                    ]  0%  loss = ...
   288m: epoch 11 [                    ]  0%  loss = 0.036
   289m: epoch 11 [                    ]  0%  loss = 0.033
   289m: epoch 11 [                    ]  1%  loss = 0.036
   289m: epoch 11 [                    ]  1%  loss = 0.035
   289m: epoch 11 [                    ]  1%  loss = 0.034
   289m: epoch 11 [                    ]  2%  loss = 0.035
   289m: epoch 11 [                    ]  2%  loss = 0.035
   289m: epoch 11 [                    ]  2%  loss = 0.034
   289m: epoch 11 [                    ]  3%  loss = 0.035
   289m: epoch 11 [                    ]  3%  loss = 0.035
   289m: epoch 11 [                    ]  3%  loss = 0.039
   290m: epoch 11 [                    ]  4%  loss = 0.035
   290m: epoch 11 [                    ]  4%  loss = 0.038
   290m: epoch 11 [                    ]  4%  loss = 0.034
   290m: epoch 11 [#                   ]  5%  loss = 0.035
   290m: epoch 11 [#                   ]  5%  loss = 0.037
   290m: epoch 11 [#                   ]  5%  loss = 0.035
   290m: epoch 11 [#                   ]  6%  loss = 0.035
   290m: epoch 11 [#                   ]  6%  loss = 0.037
   290m: epoch 11 [#                   ]  6%  loss = 0.038
   290m: epoch 11 [#                   ]  7%  loss = 0.036
   290m: epoch 11 [#                   ]  7%  loss = 0.037
   291m: epoch 11 [#                   ]  7%  loss = 0.035
   291m: epoch 11 [#                   ]  8%  loss = 0.034
   291m: epoch 11 [#                   ]  8%  loss = 0.039
   291m: epoch 11 [#                   ]  8%  loss = 0.036
   291m: epoch 11 [#                   ]  9%  loss = 0.037
   291m: epoch 11 [#                   ]  9%  loss = 0.038
   291m: epoch 11 [#                   ]  9%  loss = 0.035
   291m: epoch 11 [##                  ]  10%  loss = 0.037
   291m: epoch 11 [##                  ]  10%  loss = 0.034
   291m: epoch 11 [##                  ]  11%  loss = 0.037
   292m: epoch 11 [##                  ]  11%  loss = 0.036
   292m: epoch 11 [##                  ]  11%  loss = 0.036
   292m: epoch 11 [##                  ]  12%  loss = 0.037
   292m: epoch 11 [##                  ]  12%  loss = 0.037
   292m: epoch 11 [##                  ]  12%  loss = 0.034
   292m: epoch 11 [##                  ]  13%  loss = 0.037
   292m: epoch 11 [##                  ]  13%  loss = 0.037
   292m: epoch 11 [##                  ]  13%  loss = 0.036
   292m: epoch 11 [##                  ]  14%  loss = 0.036
   292m: epoch 11 [##                  ]  14%  loss = 0.035
   292m: epoch 11 [##                  ]  14%  loss = 0.035
   293m: epoch 11 [###                 ]  15%  loss = 0.037
   293m: epoch 11 [###                 ]  15%  loss = 0.036
   293m: epoch 11 [###                 ]  15%  loss = 0.037
   293m: epoch 11 [###                 ]  16%  loss = 0.038
   293m: epoch 11 [###                 ]  16%  loss = 0.036
   293m: epoch 11 [###                 ]  16%  loss = 0.039
   293m: epoch 11 [###                 ]  17%  loss = 0.035
   293m: epoch 11 [###                 ]  17%  loss = 0.037
   293m: epoch 11 [###                 ]  17%  loss = 0.037
   293m: epoch 11 [###                 ]  18%  loss = 0.037
   294m: epoch 11 [###                 ]  18%  loss = 0.037
   294m: epoch 11 [###                 ]  18%  loss = 0.036
   294m: epoch 11 [###                 ]  19%  loss = 0.038
   294m: epoch 11 [###                 ]  19%  loss = 0.037
   294m: epoch 11 [###                 ]  19%  loss = 0.035
   294m: epoch 11 [####                ]  20%  loss = 0.037
   294m: epoch 11 [####                ]  20%  loss = 0.034
   294m: epoch 11 [####                ]  20%  loss = 0.037
   294m: epoch 11 [####                ]  21%  loss = 0.040
   294m: epoch 11 [####                ]  21%  loss = 0.038
   295m: epoch 11 [####                ]  22%  loss = 0.035
   295m: epoch 11 [####                ]  22%  loss = 0.037
   295m: epoch 11 [####                ]  22%  loss = 0.035
   295m: epoch 11 [####                ]  23%  loss = 0.037
   295m: epoch 11 [####                ]  23%  loss = 0.039
   295m: epoch 11 [####                ]  23%  loss = 0.036
   295m: epoch 11 [####                ]  24%  loss = 0.037
   295m: epoch 11 [####                ]  24%  loss = 0.038
   295m: epoch 11 [####                ]  24%  loss = 0.035
   295m: epoch 11 [#####               ]  25%  loss = 0.037
   296m: epoch 11 [#####               ]  25%  loss = 0.036
   296m: epoch 11 [#####               ]  25%  loss = 0.038
   296m: epoch 11 [#####               ]  26%  loss = 0.037
   296m: epoch 11 [#####               ]  26%  loss = 0.037
   296m: epoch 11 [#####               ]  26%  loss = 0.038
   296m: epoch 11 [#####               ]  27%  loss = 0.036
   296m: epoch 11 [#####               ]  27%  loss = 0.036
   296m: epoch 11 [#####               ]  27%  loss = 0.037
   296m: epoch 11 [#####               ]  28%  loss = 0.036
   296m: epoch 11 [#####               ]  28%  loss = 0.039
   297m: epoch 11 [#####               ]  28%  loss = 0.038
   297m: epoch 11 [#####               ]  29%  loss = 0.038
   297m: epoch 11 [#####               ]  29%  loss = 0.036
   297m: epoch 11 [#####               ]  29%  loss = 0.035
   297m: epoch 11 [######              ]  30%  loss = 0.035
   297m: epoch 11 [######              ]  30%  loss = 0.036
   297m: epoch 11 [######              ]  30%  loss = 0.035
   297m: epoch 11 [######              ]  31%  loss = 0.037
   297m: epoch 11 [######              ]  31%  loss = 0.039
   297m: epoch 11 [######              ]  32%  loss = 0.036
   298m: epoch 11 [######              ]  32%  loss = 0.039
   298m: epoch 11 [######              ]  32%  loss = 0.037
   298m: epoch 11 [######              ]  33%  loss = 0.038
   298m: epoch 11 [######              ]  33%  loss = 0.038
   298m: epoch 11 [######              ]  33%  loss = 0.036
   298m: epoch 11 [######              ]  34%  loss = 0.037
   298m: epoch 11 [######              ]  34%  loss = 0.038
   298m: epoch 11 [######              ]  34%  loss = 0.038
   298m: epoch 11 [#######             ]  35%  loss = 0.038
   298m: epoch 11 [#######             ]  35%  loss = 0.037
   298m: epoch 11 [#######             ]  35%  loss = 0.038
   299m: epoch 11 [#######             ]  36%  loss = 0.038
   299m: epoch 11 [#######             ]  36%  loss = 0.035
   299m: epoch 11 [#######             ]  36%  loss = 0.037
   299m: epoch 11 [#######             ]  37%  loss = 0.036
   299m: epoch 11 [#######             ]  37%  loss = 0.037
   299m: epoch 11 [#######             ]  37%  loss = 0.039
   299m: epoch 11 [#######             ]  38%  loss = 0.037
   299m: epoch 11 [#######             ]  38%  loss = 0.038
   299m: epoch 11 [#######             ]  38%  loss = 0.038
   299m: epoch 11 [#######             ]  39%  loss = 0.038
   300m: epoch 11 [#######             ]  39%  loss = 0.039
   300m: epoch 11 [#######             ]  39%  loss = 0.037
   300m: epoch 11 [########            ]  40%  loss = 0.037
   300m: epoch 11 [########            ]  40%  loss = 0.036
   300m: epoch 11 [########            ]  40%  loss = 0.038
   300m: epoch 11 [########            ]  41%  loss = 0.037
   300m: epoch 11 [########            ]  41%  loss = 0.037
   300m: epoch 11 [########            ]  41%  loss = 0.038
   300m: epoch 11 [########            ]  42%  loss = 0.038
   300m: epoch 11 [########            ]  42%  loss = 0.036
   301m: epoch 11 [########            ]  43%  loss = 0.036
   301m: epoch 11 [########            ]  43%  loss = 0.036
   301m: epoch 11 [########            ]  43%  loss = 0.038
   301m: epoch 11 [########            ]  44%  loss = 0.038
   301m: epoch 11 [########            ]  44%  loss = 0.036
   301m: epoch 11 [########            ]  44%  loss = 0.036
   301m: epoch 11 [#########           ]  45%  loss = 0.038
   301m: epoch 11 [#########           ]  45%  loss = 0.038
   301m: epoch 11 [#########           ]  45%  loss = 0.037
   301m: epoch 11 [#########           ]  46%  loss = 0.038
   302m: epoch 11 [#########           ]  46%  loss = 0.038
   302m: epoch 11 [#########           ]  46%  loss = 0.036
   302m: epoch 11 [#########           ]  47%  loss = 0.038
   302m: epoch 11 [#########           ]  47%  loss = 0.036
   302m: epoch 11 [#########           ]  47%  loss = 0.037
   302m: epoch 11 [#########           ]  48%  loss = 0.039
   302m: epoch 11 [#########           ]  48%  loss = 0.037
   302m: epoch 11 [#########           ]  48%  loss = 0.038
   302m: epoch 11 [#########           ]  49%  loss = 0.037
   302m: epoch 11 [#########           ]  49%  loss = 0.038
   303m: epoch 11 [#########           ]  49%  loss = 0.037
   303m: epoch 11 [##########          ]  50%  loss = 0.038
   303m: epoch 11 [##########          ]  50%  loss = 0.037
   303m: epoch 11 [##########          ]  50%  loss = 0.039
   303m: epoch 11 [##########          ]  51%  loss = 0.038
   303m: epoch 11 [##########          ]  51%  loss = 0.038
   303m: epoch 11 [##########          ]  51%  loss = 0.038
   303m: epoch 11 [##########          ]  52%  loss = 0.041
   303m: epoch 11 [##########          ]  52%  loss = 0.039
   303m: epoch 11 [##########          ]  53%  loss = 0.038
   303m: epoch 11 [##########          ]  53%  loss = 0.039
   304m: epoch 11 [##########          ]  53%  loss = 0.039
   304m: epoch 11 [##########          ]  54%  loss = 0.040
   304m: epoch 11 [##########          ]  54%  loss = 0.038
   304m: epoch 11 [##########          ]  54%  loss = 0.037
   304m: epoch 11 [###########         ]  55%  loss = 0.038
   304m: epoch 11 [###########         ]  55%  loss = 0.037
   304m: epoch 11 [###########         ]  55%  loss = 0.038
   304m: epoch 11 [###########         ]  56%  loss = 0.037
   304m: epoch 11 [###########         ]  56%  loss = 0.037
   304m: epoch 11 [###########         ]  56%  loss = 0.038
   305m: epoch 11 [###########         ]  57%  loss = 0.039
   305m: epoch 11 [###########         ]  57%  loss = 0.037
   305m: epoch 11 [###########         ]  57%  loss = 0.039
   305m: epoch 11 [###########         ]  58%  loss = 0.036
   305m: epoch 11 [###########         ]  58%  loss = 0.038
   305m: epoch 11 [###########         ]  58%  loss = 0.037
   305m: epoch 11 [###########         ]  59%  loss = 0.037
   305m: epoch 11 [###########         ]  59%  loss = 0.037
   305m: epoch 11 [###########         ]  59%  loss = 0.039
   305m: epoch 11 [############        ]  60%  loss = 0.037
   306m: epoch 11 [############        ]  60%  loss = 0.036
   306m: epoch 11 [############        ]  60%  loss = 0.037
   306m: epoch 11 [############        ]  61%  loss = 0.038
   306m: epoch 11 [############        ]  61%  loss = 0.040
   306m: epoch 11 [############        ]  61%  loss = 0.036
   306m: epoch 11 [############        ]  62%  loss = 0.039
   306m: epoch 11 [############        ]  62%  loss = 0.039
   306m: epoch 11 [############        ]  62%  loss = 0.040
   306m: epoch 11 [############        ]  63%  loss = 0.039
   306m: epoch 11 [############        ]  63%  loss = 0.037
   306m: epoch 11 [############        ]  64%  loss = 0.039
   307m: epoch 11 [############        ]  64%  loss = 0.038
   307m: epoch 11 [############        ]  64%  loss = 0.036
   307m: epoch 11 [#############       ]  65%  loss = 0.036
   307m: epoch 11 [#############       ]  65%  loss = 0.039
   307m: epoch 11 [#############       ]  65%  loss = 0.040
   307m: epoch 11 [#############       ]  66%  loss = 0.038
   307m: epoch 11 [#############       ]  66%  loss = 0.039
   307m: epoch 11 [#############       ]  66%  loss = 0.037
   307m: epoch 11 [#############       ]  67%  loss = 0.038
   307m: epoch 11 [#############       ]  67%  loss = 0.040
   308m: epoch 11 [#############       ]  67%  loss = 0.038
   308m: epoch 11 [#############       ]  68%  loss = 0.041
   308m: epoch 11 [#############       ]  68%  loss = 0.038
   308m: epoch 11 [#############       ]  68%  loss = 0.039
   308m: epoch 11 [#############       ]  69%  loss = 0.038
   308m: epoch 11 [#############       ]  69%  loss = 0.039
   308m: epoch 11 [#############       ]  69%  loss = 0.038
   308m: epoch 11 [##############      ]  70%  loss = 0.038
   308m: epoch 11 [##############      ]  70%  loss = 0.037
   308m: epoch 11 [##############      ]  70%  loss = 0.037
   309m: epoch 11 [##############      ]  71%  loss = 0.041
   309m: epoch 11 [##############      ]  71%  loss = 0.038
   309m: epoch 11 [##############      ]  71%  loss = 0.038
   309m: epoch 11 [##############      ]  72%  loss = 0.037
   309m: epoch 11 [##############      ]  72%  loss = 0.038
   309m: epoch 11 [##############      ]  72%  loss = 0.037
   309m: epoch 11 [##############      ]  73%  loss = 0.039
   309m: epoch 11 [##############      ]  73%  loss = 0.037
   309m: epoch 11 [##############      ]  74%  loss = 0.039
   309m: epoch 11 [##############      ]  74%  loss = 0.039
   309m: epoch 11 [##############      ]  74%  loss = 0.039
   310m: epoch 11 [###############     ]  75%  loss = 0.040
   310m: epoch 11 [###############     ]  75%  loss = 0.040
   310m: epoch 11 [###############     ]  75%  loss = 0.037
   310m: epoch 11 [###############     ]  76%  loss = 0.037
   310m: epoch 11 [###############     ]  76%  loss = 0.039
   310m: epoch 11 [###############     ]  76%  loss = 0.038
   310m: epoch 11 [###############     ]  77%  loss = 0.039
   310m: epoch 11 [###############     ]  77%  loss = 0.039
   310m: epoch 11 [###############     ]  77%  loss = 0.040
   310m: epoch 11 [###############     ]  78%  loss = 0.041
   311m: epoch 11 [###############     ]  78%  loss = 0.040
   311m: epoch 11 [###############     ]  78%  loss = 0.039
   311m: epoch 11 [###############     ]  79%  loss = 0.037
   311m: epoch 11 [###############     ]  79%  loss = 0.039
   311m: epoch 11 [###############     ]  79%  loss = 0.038
   311m: epoch 11 [################    ]  80%  loss = 0.038
   311m: epoch 11 [################    ]  80%  loss = 0.037
   311m: epoch 11 [################    ]  80%  loss = 0.038
   311m: epoch 11 [################    ]  81%  loss = 0.039
   311m: epoch 11 [################    ]  81%  loss = 0.036
   311m: epoch 11 [################    ]  81%  loss = 0.039
   312m: epoch 11 [################    ]  82%  loss = 0.038
   312m: epoch 11 [################    ]  82%  loss = 0.037
   312m: epoch 11 [################    ]  82%  loss = 0.038
   312m: epoch 11 [################    ]  83%  loss = 0.036
   312m: epoch 11 [################    ]  83%  loss = 0.038
   312m: epoch 11 [################    ]  83%  loss = 0.039
   312m: epoch 11 [################    ]  84%  loss = 0.039
   312m: epoch 11 [################    ]  84%  loss = 0.037
   312m: epoch 11 [#################   ]  85%  loss = 0.038
   312m: epoch 11 [#################   ]  85%  loss = 0.037
   313m: epoch 11 [#################   ]  85%  loss = 0.037
   313m: epoch 11 [#################   ]  86%  loss = 0.041
   313m: epoch 11 [#################   ]  86%  loss = 0.038
   313m: epoch 11 [#################   ]  86%  loss = 0.040
   313m: epoch 11 [#################   ]  87%  loss = 0.040
   313m: epoch 11 [#################   ]  87%  loss = 0.042
   313m: epoch 11 [#################   ]  87%  loss = 0.040
   313m: epoch 11 [#################   ]  88%  loss = 0.040
   313m: epoch 11 [#################   ]  88%  loss = 0.039
   313m: epoch 11 [#################   ]  88%  loss = 0.038
   314m: epoch 11 [#################   ]  89%  loss = 0.036
   314m: epoch 11 [#################   ]  89%  loss = 0.039
   314m: epoch 11 [#################   ]  89%  loss = 0.037
   314m: epoch 11 [##################  ]  90%  loss = 0.039
   314m: epoch 11 [##################  ]  90%  loss = 0.038
   314m: epoch 11 [##################  ]  90%  loss = 0.040
   314m: epoch 11 [##################  ]  91%  loss = 0.040
   314m: epoch 11 [##################  ]  91%  loss = 0.039
   314m: epoch 11 [##################  ]  91%  loss = 0.037
   314m: epoch 11 [##################  ]  92%  loss = 0.038
   314m: epoch 11 [##################  ]  92%  loss = 0.037
   315m: epoch 11 [##################  ]  92%  loss = 0.035
   315m: epoch 11 [##################  ]  93%  loss = 0.040
   315m: epoch 11 [##################  ]  93%  loss = 0.038
   315m: epoch 11 [##################  ]  93%  loss = 0.038
   315m: epoch 11 [##################  ]  94%  loss = 0.039
   315m: epoch 11 [##################  ]  94%  loss = 0.038
   315m: epoch 11 [##################  ]  94%  loss = 0.036
   315m: epoch 11 [################### ]  95%  loss = 0.038
   315m: epoch 11 [################### ]  95%  loss = 0.038
   315m: epoch 11 [################### ]  96%  loss = 0.038
   316m: epoch 11 [################### ]  96%  loss = 0.037
   316m: epoch 11 [################### ]  96%  loss = 0.037
   316m: epoch 11 [################### ]  97%  loss = 0.037
   316m: epoch 11 [################### ]  97%  loss = 0.039
   316m: epoch 11 [################### ]  97%  loss = 0.038
   316m: epoch 11 [################### ]  98%  loss = 0.037
   316m: epoch 11 [################### ]  98%  loss = 0.038
   316m: epoch 11 [################### ]  98%  loss = 0.037
   316m: epoch 11 [################### ]  99%  loss = 0.038
   316m: epoch 11 [################### ]  99%  loss = 0.038
   317m: epoch 11 [################### ]  99%  loss = 0.038
317m: epoch 11 [####################]  100%  loss = 0.038
epoch 11 complete, loss = 0.038
model saved as token_classification_split_3_11_0.038
   317m: epoch 12 [                    ]  0%  loss = ...
   317m: epoch 12 [                    ]  0%  loss = 0.033
   317m: epoch 12 [                    ]  0%  loss = 0.033
   317m: epoch 12 [                    ]  1%  loss = 0.035
   317m: epoch 12 [                    ]  1%  loss = 0.032
   317m: epoch 12 [                    ]  1%  loss = 0.034
   317m: epoch 12 [                    ]  2%  loss = 0.034
   317m: epoch 12 [                    ]  2%  loss = 0.033
   317m: epoch 12 [                    ]  2%  loss = 0.035
   317m: epoch 12 [                    ]  3%  loss = 0.032
   318m: epoch 12 [                    ]  3%  loss = 0.033
   318m: epoch 12 [                    ]  3%  loss = 0.035
   318m: epoch 12 [                    ]  4%  loss = 0.035
   318m: epoch 12 [                    ]  4%  loss = 0.034
   318m: epoch 12 [                    ]  4%  loss = 0.032
   318m: epoch 12 [#                   ]  5%  loss = 0.034
   318m: epoch 12 [#                   ]  5%  loss = 0.034
   318m: epoch 12 [#                   ]  5%  loss = 0.033
   318m: epoch 12 [#                   ]  6%  loss = 0.034
   318m: epoch 12 [#                   ]  6%  loss = 0.033
   319m: epoch 12 [#                   ]  6%  loss = 0.032
   319m: epoch 12 [#                   ]  7%  loss = 0.034
   319m: epoch 12 [#                   ]  7%  loss = 0.036
   319m: epoch 12 [#                   ]  7%  loss = 0.035
   319m: epoch 12 [#                   ]  8%  loss = 0.032
   319m: epoch 12 [#                   ]  8%  loss = 0.035
   319m: epoch 12 [#                   ]  8%  loss = 0.034
   319m: epoch 12 [#                   ]  9%  loss = 0.035
   319m: epoch 12 [#                   ]  9%  loss = 0.035
   319m: epoch 12 [#                   ]  9%  loss = 0.036
   320m: epoch 12 [##                  ]  10%  loss = 0.034
   320m: epoch 12 [##                  ]  10%  loss = 0.035
   320m: epoch 12 [##                  ]  11%  loss = 0.035
   320m: epoch 12 [##                  ]  11%  loss = 0.034
   320m: epoch 12 [##                  ]  11%  loss = 0.034
   320m: epoch 12 [##                  ]  12%  loss = 0.033
   320m: epoch 12 [##                  ]  12%  loss = 0.034
   320m: epoch 12 [##                  ]  12%  loss = 0.033
   320m: epoch 12 [##                  ]  13%  loss = 0.036
   320m: epoch 12 [##                  ]  13%  loss = 0.037
   320m: epoch 12 [##                  ]  13%  loss = 0.035
   321m: epoch 12 [##                  ]  14%  loss = 0.037
   321m: epoch 12 [##                  ]  14%  loss = 0.037
   321m: epoch 12 [##                  ]  14%  loss = 0.034
   321m: epoch 12 [###                 ]  15%  loss = 0.037
   321m: epoch 12 [###                 ]  15%  loss = 0.035
   321m: epoch 12 [###                 ]  15%  loss = 0.033
   321m: epoch 12 [###                 ]  16%  loss = 0.036
   321m: epoch 12 [###                 ]  16%  loss = 0.036
   321m: epoch 12 [###                 ]  16%  loss = 0.036
   321m: epoch 12 [###                 ]  17%  loss = 0.037
   322m: epoch 12 [###                 ]  17%  loss = 0.034
   322m: epoch 12 [###                 ]  17%  loss = 0.034
   322m: epoch 12 [###                 ]  18%  loss = 0.035
   322m: epoch 12 [###                 ]  18%  loss = 0.036
   322m: epoch 12 [###                 ]  18%  loss = 0.035
   322m: epoch 12 [###                 ]  19%  loss = 0.034
   322m: epoch 12 [###                 ]  19%  loss = 0.039
   322m: epoch 12 [###                 ]  19%  loss = 0.038
   322m: epoch 12 [####                ]  20%  loss = 0.034
   322m: epoch 12 [####                ]  20%  loss = 0.034
   323m: epoch 12 [####                ]  20%  loss = 0.036
   323m: epoch 12 [####                ]  21%  loss = 0.036
   323m: epoch 12 [####                ]  21%  loss = 0.035
   323m: epoch 12 [####                ]  22%  loss = 0.037
   323m: epoch 12 [####                ]  22%  loss = 0.035
   323m: epoch 12 [####                ]  22%  loss = 0.035
   323m: epoch 12 [####                ]  23%  loss = 0.035
   323m: epoch 12 [####                ]  23%  loss = 0.035
   323m: epoch 12 [####                ]  23%  loss = 0.037
   323m: epoch 12 [####                ]  24%  loss = 0.037
   323m: epoch 12 [####                ]  24%  loss = 0.035
   324m: epoch 12 [####                ]  24%  loss = 0.036
   324m: epoch 12 [#####               ]  25%  loss = 0.035
   324m: epoch 12 [#####               ]  25%  loss = 0.036
   324m: epoch 12 [#####               ]  25%  loss = 0.037
   324m: epoch 12 [#####               ]  26%  loss = 0.036
   324m: epoch 12 [#####               ]  26%  loss = 0.038
   324m: epoch 12 [#####               ]  26%  loss = 0.036
   324m: epoch 12 [#####               ]  27%  loss = 0.037
   324m: epoch 12 [#####               ]  27%  loss = 0.035
   324m: epoch 12 [#####               ]  27%  loss = 0.036
   325m: epoch 12 [#####               ]  28%  loss = 0.035
   325m: epoch 12 [#####               ]  28%  loss = 0.034
   325m: epoch 12 [#####               ]  28%  loss = 0.037
   325m: epoch 12 [#####               ]  29%  loss = 0.036
   325m: epoch 12 [#####               ]  29%  loss = 0.035
   325m: epoch 12 [#####               ]  29%  loss = 0.034
   325m: epoch 12 [######              ]  30%  loss = 0.035
   325m: epoch 12 [######              ]  30%  loss = 0.036
   325m: epoch 12 [######              ]  30%  loss = 0.036
   325m: epoch 12 [######              ]  31%  loss = 0.039
   325m: epoch 12 [######              ]  31%  loss = 0.037
   326m: epoch 12 [######              ]  32%  loss = 0.038
   326m: epoch 12 [######              ]  32%  loss = 0.034
   326m: epoch 12 [######              ]  32%  loss = 0.033
   326m: epoch 12 [######              ]  33%  loss = 0.035
   326m: epoch 12 [######              ]  33%  loss = 0.034
   326m: epoch 12 [######              ]  33%  loss = 0.034
   326m: epoch 12 [######              ]  34%  loss = 0.035
   326m: epoch 12 [######              ]  34%  loss = 0.034
   326m: epoch 12 [######              ]  34%  loss = 0.034
   326m: epoch 12 [#######             ]  35%  loss = 0.034
   327m: epoch 12 [#######             ]  35%  loss = 0.034
   327m: epoch 12 [#######             ]  35%  loss = 0.036
   327m: epoch 12 [#######             ]  36%  loss = 0.035
   327m: epoch 12 [#######             ]  36%  loss = 0.036
   327m: epoch 12 [#######             ]  36%  loss = 0.040
   327m: epoch 12 [#######             ]  37%  loss = 0.034
   327m: epoch 12 [#######             ]  37%  loss = 0.037
   327m: epoch 12 [#######             ]  37%  loss = 0.037
   327m: epoch 12 [#######             ]  38%  loss = 0.037
   327m: epoch 12 [#######             ]  38%  loss = 0.039
   328m: epoch 12 [#######             ]  38%  loss = 0.037
   328m: epoch 12 [#######             ]  39%  loss = 0.036
   328m: epoch 12 [#######             ]  39%  loss = 0.038
   328m: epoch 12 [#######             ]  39%  loss = 0.036
   328m: epoch 12 [########            ]  40%  loss = 0.035
   328m: epoch 12 [########            ]  40%  loss = 0.037
   328m: epoch 12 [########            ]  40%  loss = 0.036
   328m: epoch 12 [########            ]  41%  loss = 0.036
   328m: epoch 12 [########            ]  41%  loss = 0.036
   328m: epoch 12 [########            ]  41%  loss = 0.038
   329m: epoch 12 [########            ]  42%  loss = 0.037
   329m: epoch 12 [########            ]  42%  loss = 0.036
   329m: epoch 12 [########            ]  43%  loss = 0.037
   329m: epoch 12 [########            ]  43%  loss = 0.035
   329m: epoch 12 [########            ]  43%  loss = 0.036
   329m: epoch 12 [########            ]  44%  loss = 0.036
   329m: epoch 12 [########            ]  44%  loss = 0.039
   329m: epoch 12 [########            ]  44%  loss = 0.038
   329m: epoch 12 [#########           ]  45%  loss = 0.038
   329m: epoch 12 [#########           ]  45%  loss = 0.037
   329m: epoch 12 [#########           ]  45%  loss = 0.035
   330m: epoch 12 [#########           ]  46%  loss = 0.034
   330m: epoch 12 [#########           ]  46%  loss = 0.037
   330m: epoch 12 [#########           ]  46%  loss = 0.034
   330m: epoch 12 [#########           ]  47%  loss = 0.037
   330m: epoch 12 [#########           ]  47%  loss = 0.037
   330m: epoch 12 [#########           ]  47%  loss = 0.036
   330m: epoch 12 [#########           ]  48%  loss = 0.035
   330m: epoch 12 [#########           ]  48%  loss = 0.037
   330m: epoch 12 [#########           ]  48%  loss = 0.040
   330m: epoch 12 [#########           ]  49%  loss = 0.035
   331m: epoch 12 [#########           ]  49%  loss = 0.035
   331m: epoch 12 [#########           ]  49%  loss = 0.036
   331m: epoch 12 [##########          ]  50%  loss = 0.037
   331m: epoch 12 [##########          ]  50%  loss = 0.034
   331m: epoch 12 [##########          ]  50%  loss = 0.033
   331m: epoch 12 [##########          ]  51%  loss = 0.033
   331m: epoch 12 [##########          ]  51%  loss = 0.038
   331m: epoch 12 [##########          ]  51%  loss = 0.035
   331m: epoch 12 [##########          ]  52%  loss = 0.035
   331m: epoch 12 [##########          ]  52%  loss = 0.036
   332m: epoch 12 [##########          ]  53%  loss = 0.036
   332m: epoch 12 [##########          ]  53%  loss = 0.036
   332m: epoch 12 [##########          ]  53%  loss = 0.037
   332m: epoch 12 [##########          ]  54%  loss = 0.035
   332m: epoch 12 [##########          ]  54%  loss = 0.038
   332m: epoch 12 [##########          ]  54%  loss = 0.035
   332m: epoch 12 [###########         ]  55%  loss = 0.038
   332m: epoch 12 [###########         ]  55%  loss = 0.037
   332m: epoch 12 [###########         ]  55%  loss = 0.036
   332m: epoch 12 [###########         ]  56%  loss = 0.037
   332m: epoch 12 [###########         ]  56%  loss = 0.037
   333m: epoch 12 [###########         ]  56%  loss = 0.037
   333m: epoch 12 [###########         ]  57%  loss = 0.037
   333m: epoch 12 [###########         ]  57%  loss = 0.036
   333m: epoch 12 [###########         ]  57%  loss = 0.035
   333m: epoch 12 [###########         ]  58%  loss = 0.038
   333m: epoch 12 [###########         ]  58%  loss = 0.036
   333m: epoch 12 [###########         ]  58%  loss = 0.037
   333m: epoch 12 [###########         ]  59%  loss = 0.036
   333m: epoch 12 [###########         ]  59%  loss = 0.037
   333m: epoch 12 [###########         ]  59%  loss = 0.036
   334m: epoch 12 [############        ]  60%  loss = 0.035
   334m: epoch 12 [############        ]  60%  loss = 0.034
   334m: epoch 12 [############        ]  60%  loss = 0.037
   334m: epoch 12 [############        ]  61%  loss = 0.038
   334m: epoch 12 [############        ]  61%  loss = 0.036
   334m: epoch 12 [############        ]  61%  loss = 0.035
   334m: epoch 12 [############        ]  62%  loss = 0.037
   334m: epoch 12 [############        ]  62%  loss = 0.037
   334m: epoch 12 [############        ]  62%  loss = 0.038
   334m: epoch 12 [############        ]  63%  loss = 0.036
   335m: epoch 12 [############        ]  63%  loss = 0.035
   335m: epoch 12 [############        ]  64%  loss = 0.036
   335m: epoch 12 [############        ]  64%  loss = 0.037
   335m: epoch 12 [############        ]  64%  loss = 0.037
   335m: epoch 12 [#############       ]  65%  loss = 0.036
   335m: epoch 12 [#############       ]  65%  loss = 0.039
   335m: epoch 12 [#############       ]  65%  loss = 0.039
   335m: epoch 12 [#############       ]  66%  loss = 0.037
   335m: epoch 12 [#############       ]  66%  loss = 0.037
   335m: epoch 12 [#############       ]  66%  loss = 0.036
   335m: epoch 12 [#############       ]  67%  loss = 0.037
   336m: epoch 12 [#############       ]  67%  loss = 0.037
   336m: epoch 12 [#############       ]  67%  loss = 0.038
   336m: epoch 12 [#############       ]  68%  loss = 0.036
   336m: epoch 12 [#############       ]  68%  loss = 0.038
   336m: epoch 12 [#############       ]  68%  loss = 0.035
   336m: epoch 12 [#############       ]  69%  loss = 0.037
   336m: epoch 12 [#############       ]  69%  loss = 0.036
   336m: epoch 12 [#############       ]  69%  loss = 0.039
   336m: epoch 12 [##############      ]  70%  loss = 0.035
   336m: epoch 12 [##############      ]  70%  loss = 0.034
   337m: epoch 12 [##############      ]  70%  loss = 0.037
   337m: epoch 12 [##############      ]  71%  loss = 0.036
   337m: epoch 12 [##############      ]  71%  loss = 0.037
   337m: epoch 12 [##############      ]  71%  loss = 0.037
   337m: epoch 12 [##############      ]  72%  loss = 0.035
   337m: epoch 12 [##############      ]  72%  loss = 0.036
   337m: epoch 12 [##############      ]  72%  loss = 0.038
   337m: epoch 12 [##############      ]  73%  loss = 0.036
   337m: epoch 12 [##############      ]  73%  loss = 0.037
   337m: epoch 12 [##############      ]  74%  loss = 0.036
   338m: epoch 12 [##############      ]  74%  loss = 0.037
   338m: epoch 12 [##############      ]  74%  loss = 0.038
   338m: epoch 12 [###############     ]  75%  loss = 0.037
   338m: epoch 12 [###############     ]  75%  loss = 0.037
   338m: epoch 12 [###############     ]  75%  loss = 0.036
   338m: epoch 12 [###############     ]  76%  loss = 0.036
   338m: epoch 12 [###############     ]  76%  loss = 0.036
   338m: epoch 12 [###############     ]  76%  loss = 0.036
   338m: epoch 12 [###############     ]  77%  loss = 0.037
   338m: epoch 12 [###############     ]  77%  loss = 0.038
   338m: epoch 12 [###############     ]  77%  loss = 0.037
   339m: epoch 12 [###############     ]  78%  loss = 0.038
   339m: epoch 12 [###############     ]  78%  loss = 0.036
   339m: epoch 12 [###############     ]  78%  loss = 0.039
   339m: epoch 12 [###############     ]  79%  loss = 0.037
   339m: epoch 12 [###############     ]  79%  loss = 0.036
   339m: epoch 12 [###############     ]  79%  loss = 0.037
   339m: epoch 12 [################    ]  80%  loss = 0.034
   339m: epoch 12 [################    ]  80%  loss = 0.036
   339m: epoch 12 [################    ]  80%  loss = 0.036
   339m: epoch 12 [################    ]  81%  loss = 0.035
   340m: epoch 12 [################    ]  81%  loss = 0.039
   340m: epoch 12 [################    ]  81%  loss = 0.036
   340m: epoch 12 [################    ]  82%  loss = 0.037
   340m: epoch 12 [################    ]  82%  loss = 0.036
   340m: epoch 12 [################    ]  82%  loss = 0.036
   340m: epoch 12 [################    ]  83%  loss = 0.035
   340m: epoch 12 [################    ]  83%  loss = 0.035
   340m: epoch 12 [################    ]  83%  loss = 0.035
   340m: epoch 12 [################    ]  84%  loss = 0.037
   340m: epoch 12 [################    ]  84%  loss = 0.036
   341m: epoch 12 [#################   ]  85%  loss = 0.037
   341m: epoch 12 [#################   ]  85%  loss = 0.036
   341m: epoch 12 [#################   ]  85%  loss = 0.036
   341m: epoch 12 [#################   ]  86%  loss = 0.036
   341m: epoch 12 [#################   ]  86%  loss = 0.037
   341m: epoch 12 [#################   ]  86%  loss = 0.036
   341m: epoch 12 [#################   ]  87%  loss = 0.036
   341m: epoch 12 [#################   ]  87%  loss = 0.037
   341m: epoch 12 [#################   ]  87%  loss = 0.036
   341m: epoch 12 [#################   ]  88%  loss = 0.038
   341m: epoch 12 [#################   ]  88%  loss = 0.036
   342m: epoch 12 [#################   ]  88%  loss = 0.040
   342m: epoch 12 [#################   ]  89%  loss = 0.038
   342m: epoch 12 [#################   ]  89%  loss = 0.036
   342m: epoch 12 [#################   ]  89%  loss = 0.039
   342m: epoch 12 [##################  ]  90%  loss = 0.035
   342m: epoch 12 [##################  ]  90%  loss = 0.037
   342m: epoch 12 [##################  ]  90%  loss = 0.036
   342m: epoch 12 [##################  ]  91%  loss = 0.037
   342m: epoch 12 [##################  ]  91%  loss = 0.035
   342m: epoch 12 [##################  ]  91%  loss = 0.038
   342m: epoch 12 [##################  ]  92%  loss = 0.036
   343m: epoch 12 [##################  ]  92%  loss = 0.036
   343m: epoch 12 [##################  ]  92%  loss = 0.037
   343m: epoch 12 [##################  ]  93%  loss = 0.037
   343m: epoch 12 [##################  ]  93%  loss = 0.036
   343m: epoch 12 [##################  ]  93%  loss = 0.036
   343m: epoch 12 [##################  ]  94%  loss = 0.037
   343m: epoch 12 [##################  ]  94%  loss = 0.040
   343m: epoch 12 [##################  ]  94%  loss = 0.040
   343m: epoch 12 [################### ]  95%  loss = 0.036
   343m: epoch 12 [################### ]  95%  loss = 0.035
   343m: epoch 12 [################### ]  96%  loss = 0.036
   344m: epoch 12 [################### ]  96%  loss = 0.037
   344m: epoch 12 [################### ]  96%  loss = 0.036
   344m: epoch 12 [################### ]  97%  loss = 0.037
   344m: epoch 12 [################### ]  97%  loss = 0.034
   344m: epoch 12 [################### ]  97%  loss = 0.037
   344m: epoch 12 [################### ]  98%  loss = 0.036
   344m: epoch 12 [################### ]  98%  loss = 0.035
   344m: epoch 12 [################### ]  98%  loss = 0.038
   344m: epoch 12 [################### ]  99%  loss = 0.040
   344m: epoch 12 [################### ]  99%  loss = 0.036
   344m: epoch 12 [################### ]  99%  loss = 0.037
345m: epoch 12 [####################]  100%  loss = 0.037
epoch 12 complete, loss = 0.037
model saved as token_classification_split_3_12_0.037
   345m: epoch 13 [                    ]  0%  loss = ...
   345m: epoch 13 [                    ]  0%  loss = 0.032
   345m: epoch 13 [                    ]  0%  loss = 0.033
   345m: epoch 13 [                    ]  1%  loss = 0.031
   345m: epoch 13 [                    ]  1%  loss = 0.032
   345m: epoch 13 [                    ]  1%  loss = 0.034
   345m: epoch 13 [                    ]  2%  loss = 0.035
   345m: epoch 13 [                    ]  2%  loss = 0.033
   345m: epoch 13 [                    ]  2%  loss = 0.033
   345m: epoch 13 [                    ]  3%  loss = 0.034
   346m: epoch 13 [                    ]  3%  loss = 0.030
   346m: epoch 13 [                    ]  3%  loss = 0.035
   346m: epoch 13 [                    ]  4%  loss = 0.033
   346m: epoch 13 [                    ]  4%  loss = 0.032
   346m: epoch 13 [                    ]  4%  loss = 0.036
   346m: epoch 13 [#                   ]  5%  loss = 0.036
   346m: epoch 13 [#                   ]  5%  loss = 0.033
   346m: epoch 13 [#                   ]  5%  loss = 0.034
   346m: epoch 13 [#                   ]  6%  loss = 0.035
   346m: epoch 13 [#                   ]  6%  loss = 0.034
   346m: epoch 13 [#                   ]  6%  loss = 0.034
   347m: epoch 13 [#                   ]  7%  loss = 0.033
   347m: epoch 13 [#                   ]  7%  loss = 0.031
   347m: epoch 13 [#                   ]  7%  loss = 0.033
   347m: epoch 13 [#                   ]  8%  loss = 0.033
   347m: epoch 13 [#                   ]  8%  loss = 0.034
   347m: epoch 13 [#                   ]  8%  loss = 0.032
   347m: epoch 13 [#                   ]  9%  loss = 0.034
   347m: epoch 13 [#                   ]  9%  loss = 0.033
   347m: epoch 13 [#                   ]  9%  loss = 0.033
   347m: epoch 13 [##                  ]  10%  loss = 0.035
   347m: epoch 13 [##                  ]  10%  loss = 0.035
   348m: epoch 13 [##                  ]  11%  loss = 0.033
   348m: epoch 13 [##                  ]  11%  loss = 0.034
   348m: epoch 13 [##                  ]  11%  loss = 0.032
   348m: epoch 13 [##                  ]  12%  loss = 0.033
   348m: epoch 13 [##                  ]  12%  loss = 0.033
   348m: epoch 13 [##                  ]  12%  loss = 0.035
   348m: epoch 13 [##                  ]  13%  loss = 0.035
   348m: epoch 13 [##                  ]  13%  loss = 0.033
   348m: epoch 13 [##                  ]  13%  loss = 0.034
   348m: epoch 13 [##                  ]  14%  loss = 0.036
   348m: epoch 13 [##                  ]  14%  loss = 0.032
   349m: epoch 13 [##                  ]  14%  loss = 0.033
   349m: epoch 13 [###                 ]  15%  loss = 0.033
   349m: epoch 13 [###                 ]  15%  loss = 0.035
   349m: epoch 13 [###                 ]  15%  loss = 0.032
   349m: epoch 13 [###                 ]  16%  loss = 0.031
   349m: epoch 13 [###                 ]  16%  loss = 0.034
   349m: epoch 13 [###                 ]  16%  loss = 0.035
   349m: epoch 13 [###                 ]  17%  loss = 0.034
   349m: epoch 13 [###                 ]  17%  loss = 0.032
   349m: epoch 13 [###                 ]  17%  loss = 0.032
   349m: epoch 13 [###                 ]  18%  loss = 0.034
   350m: epoch 13 [###                 ]  18%  loss = 0.031
   350m: epoch 13 [###                 ]  18%  loss = 0.034
   350m: epoch 13 [###                 ]  19%  loss = 0.034
   350m: epoch 13 [###                 ]  19%  loss = 0.034
   350m: epoch 13 [###                 ]  19%  loss = 0.035
   350m: epoch 13 [####                ]  20%  loss = 0.033
   350m: epoch 13 [####                ]  20%  loss = 0.032
   350m: epoch 13 [####                ]  20%  loss = 0.034
   350m: epoch 13 [####                ]  21%  loss = 0.034
   350m: epoch 13 [####                ]  21%  loss = 0.035
   350m: epoch 13 [####                ]  22%  loss = 0.035
   351m: epoch 13 [####                ]  22%  loss = 0.034
   351m: epoch 13 [####                ]  22%  loss = 0.033
   351m: epoch 13 [####                ]  23%  loss = 0.036
   351m: epoch 13 [####                ]  23%  loss = 0.033
   351m: epoch 13 [####                ]  23%  loss = 0.033
   351m: epoch 13 [####                ]  24%  loss = 0.036
   351m: epoch 13 [####                ]  24%  loss = 0.033
   351m: epoch 13 [####                ]  24%  loss = 0.032
   351m: epoch 13 [#####               ]  25%  loss = 0.035
   351m: epoch 13 [#####               ]  25%  loss = 0.033
   351m: epoch 13 [#####               ]  25%  loss = 0.037
   352m: epoch 13 [#####               ]  26%  loss = 0.032
   352m: epoch 13 [#####               ]  26%  loss = 0.034
   352m: epoch 13 [#####               ]  26%  loss = 0.035
   352m: epoch 13 [#####               ]  27%  loss = 0.035
   352m: epoch 13 [#####               ]  27%  loss = 0.035
   352m: epoch 13 [#####               ]  27%  loss = 0.034
   352m: epoch 13 [#####               ]  28%  loss = 0.035
   352m: epoch 13 [#####               ]  28%  loss = 0.034
   352m: epoch 13 [#####               ]  28%  loss = 0.034
   352m: epoch 13 [#####               ]  29%  loss = 0.034
   353m: epoch 13 [#####               ]  29%  loss = 0.033
   353m: epoch 13 [#####               ]  29%  loss = 0.034
   353m: epoch 13 [######              ]  30%  loss = 0.033
   353m: epoch 13 [######              ]  30%  loss = 0.033
   353m: epoch 13 [######              ]  30%  loss = 0.035
   353m: epoch 13 [######              ]  31%  loss = 0.033
   353m: epoch 13 [######              ]  31%  loss = 0.035
   353m: epoch 13 [######              ]  32%  loss = 0.032
   353m: epoch 13 [######              ]  32%  loss = 0.033
   353m: epoch 13 [######              ]  32%  loss = 0.035
   353m: epoch 13 [######              ]  33%  loss = 0.035
   354m: epoch 13 [######              ]  33%  loss = 0.037
   354m: epoch 13 [######              ]  33%  loss = 0.036
   354m: epoch 13 [######              ]  34%  loss = 0.035
   354m: epoch 13 [######              ]  34%  loss = 0.035
   354m: epoch 13 [######              ]  34%  loss = 0.034
   354m: epoch 13 [#######             ]  35%  loss = 0.034
   354m: epoch 13 [#######             ]  35%  loss = 0.032
   354m: epoch 13 [#######             ]  35%  loss = 0.035
   354m: epoch 13 [#######             ]  36%  loss = 0.034
   354m: epoch 13 [#######             ]  36%  loss = 0.031
   354m: epoch 13 [#######             ]  36%  loss = 0.032
   355m: epoch 13 [#######             ]  37%  loss = 0.035
   355m: epoch 13 [#######             ]  37%  loss = 0.033
   355m: epoch 13 [#######             ]  37%  loss = 0.036
   355m: epoch 13 [#######             ]  38%  loss = 0.035
   355m: epoch 13 [#######             ]  38%  loss = 0.032
   355m: epoch 13 [#######             ]  38%  loss = 0.033
   355m: epoch 13 [#######             ]  39%  loss = 0.033
   355m: epoch 13 [#######             ]  39%  loss = 0.035
   355m: epoch 13 [#######             ]  39%  loss = 0.034
   355m: epoch 13 [########            ]  40%  loss = 0.039
   355m: epoch 13 [########            ]  40%  loss = 0.035
   356m: epoch 13 [########            ]  40%  loss = 0.032
   356m: epoch 13 [########            ]  41%  loss = 0.036
   356m: epoch 13 [########            ]  41%  loss = 0.035
   356m: epoch 13 [########            ]  41%  loss = 0.034
   356m: epoch 13 [########            ]  42%  loss = 0.035
   356m: epoch 13 [########            ]  42%  loss = 0.033
   356m: epoch 13 [########            ]  43%  loss = 0.035
   356m: epoch 13 [########            ]  43%  loss = 0.034
   356m: epoch 13 [########            ]  43%  loss = 0.035
   356m: epoch 13 [########            ]  44%  loss = 0.034
   356m: epoch 13 [########            ]  44%  loss = 0.036
   357m: epoch 13 [########            ]  44%  loss = 0.038
   357m: epoch 13 [#########           ]  45%  loss = 0.033
   357m: epoch 13 [#########           ]  45%  loss = 0.035
   357m: epoch 13 [#########           ]  45%  loss = 0.038
   357m: epoch 13 [#########           ]  46%  loss = 0.036
   357m: epoch 13 [#########           ]  46%  loss = 0.037
   357m: epoch 13 [#########           ]  46%  loss = 0.032
   357m: epoch 13 [#########           ]  47%  loss = 0.037
   357m: epoch 13 [#########           ]  47%  loss = 0.034
   357m: epoch 13 [#########           ]  47%  loss = 0.035
   357m: epoch 13 [#########           ]  48%  loss = 0.037
   358m: epoch 13 [#########           ]  48%  loss = 0.038
   358m: epoch 13 [#########           ]  48%  loss = 0.033
   358m: epoch 13 [#########           ]  49%  loss = 0.034
   358m: epoch 13 [#########           ]  49%  loss = 0.034
   358m: epoch 13 [#########           ]  49%  loss = 0.037
   358m: epoch 13 [##########          ]  50%  loss = 0.034
   358m: epoch 13 [##########          ]  50%  loss = 0.038
   358m: epoch 13 [##########          ]  50%  loss = 0.033
   358m: epoch 13 [##########          ]  51%  loss = 0.036
   358m: epoch 13 [##########          ]  51%  loss = 0.034
   358m: epoch 13 [##########          ]  51%  loss = 0.035
   359m: epoch 13 [##########          ]  52%  loss = 0.038
   359m: epoch 13 [##########          ]  52%  loss = 0.036
   359m: epoch 13 [##########          ]  53%  loss = 0.036
   359m: epoch 13 [##########          ]  53%  loss = 0.036
   359m: epoch 13 [##########          ]  53%  loss = 0.034
   359m: epoch 13 [##########          ]  54%  loss = 0.036
   359m: epoch 13 [##########          ]  54%  loss = 0.034
   359m: epoch 13 [##########          ]  54%  loss = 0.036
   359m: epoch 13 [###########         ]  55%  loss = 0.034
   359m: epoch 13 [###########         ]  55%  loss = 0.033
   359m: epoch 13 [###########         ]  55%  loss = 0.036
   360m: epoch 13 [###########         ]  56%  loss = 0.033
   360m: epoch 13 [###########         ]  56%  loss = 0.036
   360m: epoch 13 [###########         ]  56%  loss = 0.034
   360m: epoch 13 [###########         ]  57%  loss = 0.033
   360m: epoch 13 [###########         ]  57%  loss = 0.036
   360m: epoch 13 [###########         ]  57%  loss = 0.036
   360m: epoch 13 [###########         ]  58%  loss = 0.033
   360m: epoch 13 [###########         ]  58%  loss = 0.034
   360m: epoch 13 [###########         ]  58%  loss = 0.036
   360m: epoch 13 [###########         ]  59%  loss = 0.036
   361m: epoch 13 [###########         ]  59%  loss = 0.036
   361m: epoch 13 [###########         ]  59%  loss = 0.036
   361m: epoch 13 [############        ]  60%  loss = 0.034
   361m: epoch 13 [############        ]  60%  loss = 0.035
   361m: epoch 13 [############        ]  60%  loss = 0.036
   361m: epoch 13 [############        ]  61%  loss = 0.035
   361m: epoch 13 [############        ]  61%  loss = 0.033
   361m: epoch 13 [############        ]  61%  loss = 0.035
   361m: epoch 13 [############        ]  62%  loss = 0.037
   361m: epoch 13 [############        ]  62%  loss = 0.038
   361m: epoch 13 [############        ]  62%  loss = 0.035
   362m: epoch 13 [############        ]  63%  loss = 0.036
   362m: epoch 13 [############        ]  63%  loss = 0.034
   362m: epoch 13 [############        ]  64%  loss = 0.034
   362m: epoch 13 [############        ]  64%  loss = 0.037
   362m: epoch 13 [############        ]  64%  loss = 0.034
   362m: epoch 13 [#############       ]  65%  loss = 0.034
   362m: epoch 13 [#############       ]  65%  loss = 0.035
   362m: epoch 13 [#############       ]  65%  loss = 0.036
   362m: epoch 13 [#############       ]  66%  loss = 0.037
   362m: epoch 13 [#############       ]  66%  loss = 0.036
   362m: epoch 13 [#############       ]  66%  loss = 0.033
   363m: epoch 13 [#############       ]  67%  loss = 0.035
   363m: epoch 13 [#############       ]  67%  loss = 0.037
   363m: epoch 13 [#############       ]  67%  loss = 0.034
   363m: epoch 13 [#############       ]  68%  loss = 0.035
   363m: epoch 13 [#############       ]  68%  loss = 0.034
   363m: epoch 13 [#############       ]  68%  loss = 0.037
   363m: epoch 13 [#############       ]  69%  loss = 0.035
   363m: epoch 13 [#############       ]  69%  loss = 0.034
   363m: epoch 13 [#############       ]  69%  loss = 0.035
   363m: epoch 13 [##############      ]  70%  loss = 0.036
   363m: epoch 13 [##############      ]  70%  loss = 0.036
   364m: epoch 13 [##############      ]  70%  loss = 0.036
   364m: epoch 13 [##############      ]  71%  loss = 0.036
   364m: epoch 13 [##############      ]  71%  loss = 0.034
   364m: epoch 13 [##############      ]  71%  loss = 0.036
   364m: epoch 13 [##############      ]  72%  loss = 0.038
   364m: epoch 13 [##############      ]  72%  loss = 0.035
   364m: epoch 13 [##############      ]  72%  loss = 0.034
   364m: epoch 13 [##############      ]  73%  loss = 0.035
   364m: epoch 13 [##############      ]  73%  loss = 0.035
   364m: epoch 13 [##############      ]  74%  loss = 0.033
   364m: epoch 13 [##############      ]  74%  loss = 0.034
   365m: epoch 13 [##############      ]  74%  loss = 0.035
   365m: epoch 13 [###############     ]  75%  loss = 0.037
   365m: epoch 13 [###############     ]  75%  loss = 0.035
   365m: epoch 13 [###############     ]  75%  loss = 0.036
   365m: epoch 13 [###############     ]  76%  loss = 0.034
   365m: epoch 13 [###############     ]  76%  loss = 0.035
   365m: epoch 13 [###############     ]  76%  loss = 0.035
   365m: epoch 13 [###############     ]  77%  loss = 0.034
   365m: epoch 13 [###############     ]  77%  loss = 0.036
   365m: epoch 13 [###############     ]  77%  loss = 0.036
   365m: epoch 13 [###############     ]  78%  loss = 0.036
   366m: epoch 13 [###############     ]  78%  loss = 0.035
   366m: epoch 13 [###############     ]  78%  loss = 0.038
   366m: epoch 13 [###############     ]  79%  loss = 0.037
   366m: epoch 13 [###############     ]  79%  loss = 0.038
   366m: epoch 13 [###############     ]  79%  loss = 0.036
   366m: epoch 13 [################    ]  80%  loss = 0.036
   366m: epoch 13 [################    ]  80%  loss = 0.035
   366m: epoch 13 [################    ]  80%  loss = 0.037
   366m: epoch 13 [################    ]  81%  loss = 0.035
   366m: epoch 13 [################    ]  81%  loss = 0.034
   367m: epoch 13 [################    ]  81%  loss = 0.037
   367m: epoch 13 [################    ]  82%  loss = 0.033
   367m: epoch 13 [################    ]  82%  loss = 0.036
   367m: epoch 13 [################    ]  82%  loss = 0.036
   367m: epoch 13 [################    ]  83%  loss = 0.035
   367m: epoch 13 [################    ]  83%  loss = 0.035
   367m: epoch 13 [################    ]  83%  loss = 0.035
   367m: epoch 13 [################    ]  84%  loss = 0.037
   367m: epoch 13 [################    ]  84%  loss = 0.034
   367m: epoch 13 [#################   ]  85%  loss = 0.037
   368m: epoch 13 [#################   ]  85%  loss = 0.038
   368m: epoch 13 [#################   ]  85%  loss = 0.036
   368m: epoch 13 [#################   ]  86%  loss = 0.038
   368m: epoch 13 [#################   ]  86%  loss = 0.035
   368m: epoch 13 [#################   ]  86%  loss = 0.036
   368m: epoch 13 [#################   ]  87%  loss = 0.036
   368m: epoch 13 [#################   ]  87%  loss = 0.036
   368m: epoch 13 [#################   ]  87%  loss = 0.036
   368m: epoch 13 [#################   ]  88%  loss = 0.034
   368m: epoch 13 [#################   ]  88%  loss = 0.036
   369m: epoch 13 [#################   ]  88%  loss = 0.036
   369m: epoch 13 [#################   ]  89%  loss = 0.035
   369m: epoch 13 [#################   ]  89%  loss = 0.038
   369m: epoch 13 [#################   ]  89%  loss = 0.036
   369m: epoch 13 [##################  ]  90%  loss = 0.036
   369m: epoch 13 [##################  ]  90%  loss = 0.035
   369m: epoch 13 [##################  ]  90%  loss = 0.034
   369m: epoch 13 [##################  ]  91%  loss = 0.036
   369m: epoch 13 [##################  ]  91%  loss = 0.035
   369m: epoch 13 [##################  ]  91%  loss = 0.034
   369m: epoch 13 [##################  ]  92%  loss = 0.035
   370m: epoch 13 [##################  ]  92%  loss = 0.034
   370m: epoch 13 [##################  ]  92%  loss = 0.036
   370m: epoch 13 [##################  ]  93%  loss = 0.037
   370m: epoch 13 [##################  ]  93%  loss = 0.035
   370m: epoch 13 [##################  ]  93%  loss = 0.034
   370m: epoch 13 [##################  ]  94%  loss = 0.035
   370m: epoch 13 [##################  ]  94%  loss = 0.036
   370m: epoch 13 [##################  ]  94%  loss = 0.038
   370m: epoch 13 [################### ]  95%  loss = 0.036
   370m: epoch 13 [################### ]  95%  loss = 0.034
   370m: epoch 13 [################### ]  96%  loss = 0.035
   371m: epoch 13 [################### ]  96%  loss = 0.038
   371m: epoch 13 [################### ]  96%  loss = 0.036
   371m: epoch 13 [################### ]  97%  loss = 0.037
   371m: epoch 13 [################### ]  97%  loss = 0.035
   371m: epoch 13 [################### ]  97%  loss = 0.038
   371m: epoch 13 [################### ]  98%  loss = 0.036
   371m: epoch 13 [################### ]  98%  loss = 0.036
   371m: epoch 13 [################### ]  98%  loss = 0.034
   371m: epoch 13 [################### ]  99%  loss = 0.036
   371m: epoch 13 [################### ]  99%  loss = 0.036
   371m: epoch 13 [################### ]  99%  loss = 0.039
372m: epoch 13 [####################]  100%  loss = 0.039
epoch 13 complete, loss = 0.039
model saved as token_classification_split_3_13_0.039
   372m: epoch 14 [                    ]  0%  loss = ...
   372m: epoch 14 [                    ]  0%  loss = 0.032
   372m: epoch 14 [                    ]  0%  loss = 0.031
   372m: epoch 14 [                    ]  1%  loss = 0.030
   372m: epoch 14 [                    ]  1%  loss = 0.030
   372m: epoch 14 [                    ]  1%  loss = 0.030
   372m: epoch 14 [                    ]  2%  loss = 0.031
   372m: epoch 14 [                    ]  2%  loss = 0.032
   372m: epoch 14 [                    ]  2%  loss = 0.031
   372m: epoch 14 [                    ]  3%  loss = 0.032
   373m: epoch 14 [                    ]  3%  loss = 0.032
   373m: epoch 14 [                    ]  3%  loss = 0.031
   373m: epoch 14 [                    ]  4%  loss = 0.031
   373m: epoch 14 [                    ]  4%  loss = 0.029
   373m: epoch 14 [                    ]  4%  loss = 0.033
   373m: epoch 14 [#                   ]  5%  loss = 0.031
   373m: epoch 14 [#                   ]  5%  loss = 0.032
   373m: epoch 14 [#                   ]  5%  loss = 0.032
   373m: epoch 14 [#                   ]  6%  loss = 0.033
   373m: epoch 14 [#                   ]  6%  loss = 0.034
   374m: epoch 14 [#                   ]  6%  loss = 0.032
   374m: epoch 14 [#                   ]  7%  loss = 0.030
   374m: epoch 14 [#                   ]  7%  loss = 0.033
   374m: epoch 14 [#                   ]  7%  loss = 0.032
   374m: epoch 14 [#                   ]  8%  loss = 0.034
   374m: epoch 14 [#                   ]  8%  loss = 0.032
   374m: epoch 14 [#                   ]  8%  loss = 0.032
   374m: epoch 14 [#                   ]  9%  loss = 0.032
   374m: epoch 14 [#                   ]  9%  loss = 0.031
   374m: epoch 14 [#                   ]  9%  loss = 0.034
   374m: epoch 14 [##                  ]  10%  loss = 0.032
   375m: epoch 14 [##                  ]  10%  loss = 0.029
   375m: epoch 14 [##                  ]  11%  loss = 0.032
   375m: epoch 14 [##                  ]  11%  loss = 0.031
   375m: epoch 14 [##                  ]  11%  loss = 0.033
   375m: epoch 14 [##                  ]  12%  loss = 0.034
   375m: epoch 14 [##                  ]  12%  loss = 0.032
   375m: epoch 14 [##                  ]  12%  loss = 0.035
   375m: epoch 14 [##                  ]  13%  loss = 0.035
   375m: epoch 14 [##                  ]  13%  loss = 0.034
   375m: epoch 14 [##                  ]  13%  loss = 0.032
   376m: epoch 14 [##                  ]  14%  loss = 0.034
   376m: epoch 14 [##                  ]  14%  loss = 0.033
   376m: epoch 14 [##                  ]  14%  loss = 0.033
   376m: epoch 14 [###                 ]  15%  loss = 0.034
   376m: epoch 14 [###                 ]  15%  loss = 0.033
   376m: epoch 14 [###                 ]  15%  loss = 0.034
   376m: epoch 14 [###                 ]  16%  loss = 0.033
   376m: epoch 14 [###                 ]  16%  loss = 0.032
   376m: epoch 14 [###                 ]  16%  loss = 0.031
   376m: epoch 14 [###                 ]  17%  loss = 0.032
   376m: epoch 14 [###                 ]  17%  loss = 0.033
   377m: epoch 14 [###                 ]  17%  loss = 0.034
   377m: epoch 14 [###                 ]  18%  loss = 0.034
   377m: epoch 14 [###                 ]  18%  loss = 0.032
   377m: epoch 14 [###                 ]  18%  loss = 0.035
   377m: epoch 14 [###                 ]  19%  loss = 0.033
   377m: epoch 14 [###                 ]  19%  loss = 0.033
   377m: epoch 14 [###                 ]  19%  loss = 0.033
   377m: epoch 14 [####                ]  20%  loss = 0.032
   377m: epoch 14 [####                ]  20%  loss = 0.033
   377m: epoch 14 [####                ]  20%  loss = 0.033
   378m: epoch 14 [####                ]  21%  loss = 0.031
   378m: epoch 14 [####                ]  21%  loss = 0.032
   378m: epoch 14 [####                ]  22%  loss = 0.032
   378m: epoch 14 [####                ]  22%  loss = 0.033
   378m: epoch 14 [####                ]  22%  loss = 0.033
   378m: epoch 14 [####                ]  23%  loss = 0.033
   378m: epoch 14 [####                ]  23%  loss = 0.032
   378m: epoch 14 [####                ]  23%  loss = 0.034
   378m: epoch 14 [####                ]  24%  loss = 0.033
   378m: epoch 14 [####                ]  24%  loss = 0.033
   378m: epoch 14 [####                ]  24%  loss = 0.032
   379m: epoch 14 [#####               ]  25%  loss = 0.034
   379m: epoch 14 [#####               ]  25%  loss = 0.033
   379m: epoch 14 [#####               ]  25%  loss = 0.034
   379m: epoch 14 [#####               ]  26%  loss = 0.033
   379m: epoch 14 [#####               ]  26%  loss = 0.034
   379m: epoch 14 [#####               ]  26%  loss = 0.031
   379m: epoch 14 [#####               ]  27%  loss = 0.033
   379m: epoch 14 [#####               ]  27%  loss = 0.032
   379m: epoch 14 [#####               ]  27%  loss = 0.035
   379m: epoch 14 [#####               ]  28%  loss = 0.035
   379m: epoch 14 [#####               ]  28%  loss = 0.034
   380m: epoch 14 [#####               ]  28%  loss = 0.033
   380m: epoch 14 [#####               ]  29%  loss = 0.034
   380m: epoch 14 [#####               ]  29%  loss = 0.032
   380m: epoch 14 [#####               ]  29%  loss = 0.034
   380m: epoch 14 [######              ]  30%  loss = 0.033
   380m: epoch 14 [######              ]  30%  loss = 0.036
   380m: epoch 14 [######              ]  30%  loss = 0.032
   380m: epoch 14 [######              ]  31%  loss = 0.035
   380m: epoch 14 [######              ]  31%  loss = 0.035
   380m: epoch 14 [######              ]  32%  loss = 0.032
   381m: epoch 14 [######              ]  32%  loss = 0.033
   381m: epoch 14 [######              ]  32%  loss = 0.033
   381m: epoch 14 [######              ]  33%  loss = 0.033
   381m: epoch 14 [######              ]  33%  loss = 0.032
   381m: epoch 14 [######              ]  33%  loss = 0.033
   381m: epoch 14 [######              ]  34%  loss = 0.034
   381m: epoch 14 [######              ]  34%  loss = 0.032
   381m: epoch 14 [######              ]  34%  loss = 0.034
   381m: epoch 14 [#######             ]  35%  loss = 0.033
   381m: epoch 14 [#######             ]  35%  loss = 0.032
   381m: epoch 14 [#######             ]  35%  loss = 0.033
   382m: epoch 14 [#######             ]  36%  loss = 0.033
   382m: epoch 14 [#######             ]  36%  loss = 0.034
   382m: epoch 14 [#######             ]  36%  loss = 0.035
   382m: epoch 14 [#######             ]  37%  loss = 0.032
   382m: epoch 14 [#######             ]  37%  loss = 0.034
   382m: epoch 14 [#######             ]  37%  loss = 0.033
   382m: epoch 14 [#######             ]  38%  loss = 0.035
   382m: epoch 14 [#######             ]  38%  loss = 0.035
   382m: epoch 14 [#######             ]  38%  loss = 0.034
   382m: epoch 14 [#######             ]  39%  loss = 0.035
   382m: epoch 14 [#######             ]  39%  loss = 0.034
   383m: epoch 14 [#######             ]  39%  loss = 0.035
   383m: epoch 14 [########            ]  40%  loss = 0.036
   383m: epoch 14 [########            ]  40%  loss = 0.034
   383m: epoch 14 [########            ]  40%  loss = 0.033
   383m: epoch 14 [########            ]  41%  loss = 0.033
   383m: epoch 14 [########            ]  41%  loss = 0.034
   383m: epoch 14 [########            ]  41%  loss = 0.033
   383m: epoch 14 [########            ]  42%  loss = 0.033
   383m: epoch 14 [########            ]  42%  loss = 0.034
   383m: epoch 14 [########            ]  43%  loss = 0.035
   384m: epoch 14 [########            ]  43%  loss = 0.033
   384m: epoch 14 [########            ]  43%  loss = 0.034
   384m: epoch 14 [########            ]  44%  loss = 0.033
   384m: epoch 14 [########            ]  44%  loss = 0.033
   384m: epoch 14 [########            ]  44%  loss = 0.035
   384m: epoch 14 [#########           ]  45%  loss = 0.031
   384m: epoch 14 [#########           ]  45%  loss = 0.031
   384m: epoch 14 [#########           ]  45%  loss = 0.034
   384m: epoch 14 [#########           ]  46%  loss = 0.036
   384m: epoch 14 [#########           ]  46%  loss = 0.034
   384m: epoch 14 [#########           ]  46%  loss = 0.033
   385m: epoch 14 [#########           ]  47%  loss = 0.033
   385m: epoch 14 [#########           ]  47%  loss = 0.033
   385m: epoch 14 [#########           ]  47%  loss = 0.033
   385m: epoch 14 [#########           ]  48%  loss = 0.035
   385m: epoch 14 [#########           ]  48%  loss = 0.036
   385m: epoch 14 [#########           ]  48%  loss = 0.032
   385m: epoch 14 [#########           ]  49%  loss = 0.032
   385m: epoch 14 [#########           ]  49%  loss = 0.032
   385m: epoch 14 [#########           ]  49%  loss = 0.034
   385m: epoch 14 [##########          ]  50%  loss = 0.031
   385m: epoch 14 [##########          ]  50%  loss = 0.032
   386m: epoch 14 [##########          ]  50%  loss = 0.032
   386m: epoch 14 [##########          ]  51%  loss = 0.034
   386m: epoch 14 [##########          ]  51%  loss = 0.035
   386m: epoch 14 [##########          ]  51%  loss = 0.033
   386m: epoch 14 [##########          ]  52%  loss = 0.035
   386m: epoch 14 [##########          ]  52%  loss = 0.034
   386m: epoch 14 [##########          ]  53%  loss = 0.035
   386m: epoch 14 [##########          ]  53%  loss = 0.032
   386m: epoch 14 [##########          ]  53%  loss = 0.034
   386m: epoch 14 [##########          ]  54%  loss = 0.033
   386m: epoch 14 [##########          ]  54%  loss = 0.033
   387m: epoch 14 [##########          ]  54%  loss = 0.036
   387m: epoch 14 [###########         ]  55%  loss = 0.035
   387m: epoch 14 [###########         ]  55%  loss = 0.035
   387m: epoch 14 [###########         ]  55%  loss = 0.034
   387m: epoch 14 [###########         ]  56%  loss = 0.035
   387m: epoch 14 [###########         ]  56%  loss = 0.033
   387m: epoch 14 [###########         ]  56%  loss = 0.033
   387m: epoch 14 [###########         ]  57%  loss = 0.035
   387m: epoch 14 [###########         ]  57%  loss = 0.035
   387m: epoch 14 [###########         ]  57%  loss = 0.035
   388m: epoch 14 [###########         ]  58%  loss = 0.033
   388m: epoch 14 [###########         ]  58%  loss = 0.032
   388m: epoch 14 [###########         ]  58%  loss = 0.037
   388m: epoch 14 [###########         ]  59%  loss = 0.036
   388m: epoch 14 [###########         ]  59%  loss = 0.032
   388m: epoch 14 [###########         ]  59%  loss = 0.032
   388m: epoch 14 [############        ]  60%  loss = 0.035
   388m: epoch 14 [############        ]  60%  loss = 0.034
   388m: epoch 14 [############        ]  60%  loss = 0.034
   388m: epoch 14 [############        ]  61%  loss = 0.035
   388m: epoch 14 [############        ]  61%  loss = 0.032
   389m: epoch 14 [############        ]  61%  loss = 0.034
   389m: epoch 14 [############        ]  62%  loss = 0.036
   389m: epoch 14 [############        ]  62%  loss = 0.035
   389m: epoch 14 [############        ]  62%  loss = 0.032
   389m: epoch 14 [############        ]  63%  loss = 0.033
   389m: epoch 14 [############        ]  63%  loss = 0.035
   389m: epoch 14 [############        ]  64%  loss = 0.034
   389m: epoch 14 [############        ]  64%  loss = 0.033
   389m: epoch 14 [############        ]  64%  loss = 0.035
   389m: epoch 14 [#############       ]  65%  loss = 0.035
   389m: epoch 14 [#############       ]  65%  loss = 0.033
   390m: epoch 14 [#############       ]  65%  loss = 0.034
   390m: epoch 14 [#############       ]  66%  loss = 0.033
   390m: epoch 14 [#############       ]  66%  loss = 0.035
   390m: epoch 14 [#############       ]  66%  loss = 0.033
   390m: epoch 14 [#############       ]  67%  loss = 0.034
   390m: epoch 14 [#############       ]  67%  loss = 0.033
   390m: epoch 14 [#############       ]  67%  loss = 0.036
   390m: epoch 14 [#############       ]  68%  loss = 0.033
   390m: epoch 14 [#############       ]  68%  loss = 0.034
   390m: epoch 14 [#############       ]  68%  loss = 0.035
   391m: epoch 14 [#############       ]  69%  loss = 0.036
   391m: epoch 14 [#############       ]  69%  loss = 0.035
   391m: epoch 14 [#############       ]  69%  loss = 0.035
   391m: epoch 14 [##############      ]  70%  loss = 0.034
   391m: epoch 14 [##############      ]  70%  loss = 0.033
   391m: epoch 14 [##############      ]  70%  loss = 0.034
   391m: epoch 14 [##############      ]  71%  loss = 0.034
   391m: epoch 14 [##############      ]  71%  loss = 0.036
   391m: epoch 14 [##############      ]  71%  loss = 0.034
   391m: epoch 14 [##############      ]  72%  loss = 0.034
   391m: epoch 14 [##############      ]  72%  loss = 0.034
   392m: epoch 14 [##############      ]  72%  loss = 0.035
   392m: epoch 14 [##############      ]  73%  loss = 0.035
   392m: epoch 14 [##############      ]  73%  loss = 0.033
   392m: epoch 14 [##############      ]  74%  loss = 0.032
   392m: epoch 14 [##############      ]  74%  loss = 0.037
   392m: epoch 14 [##############      ]  74%  loss = 0.036
   392m: epoch 14 [###############     ]  75%  loss = 0.033
   392m: epoch 14 [###############     ]  75%  loss = 0.033
   392m: epoch 14 [###############     ]  75%  loss = 0.033
   392m: epoch 14 [###############     ]  76%  loss = 0.033
   392m: epoch 14 [###############     ]  76%  loss = 0.034
   393m: epoch 14 [###############     ]  76%  loss = 0.034
   393m: epoch 14 [###############     ]  77%  loss = 0.034
   393m: epoch 14 [###############     ]  77%  loss = 0.035
   393m: epoch 14 [###############     ]  77%  loss = 0.034
   393m: epoch 14 [###############     ]  78%  loss = 0.035
   393m: epoch 14 [###############     ]  78%  loss = 0.032
   393m: epoch 14 [###############     ]  78%  loss = 0.033
   393m: epoch 14 [###############     ]  79%  loss = 0.035
   393m: epoch 14 [###############     ]  79%  loss = 0.035
   393m: epoch 14 [###############     ]  79%  loss = 0.033
   394m: epoch 14 [################    ]  80%  loss = 0.036
   394m: epoch 14 [################    ]  80%  loss = 0.035
   394m: epoch 14 [################    ]  80%  loss = 0.035
   394m: epoch 14 [################    ]  81%  loss = 0.034
   394m: epoch 14 [################    ]  81%  loss = 0.034
   394m: epoch 14 [################    ]  81%  loss = 0.036
   394m: epoch 14 [################    ]  82%  loss = 0.036
   394m: epoch 14 [################    ]  82%  loss = 0.034
   394m: epoch 14 [################    ]  82%  loss = 0.035
   394m: epoch 14 [################    ]  83%  loss = 0.034
   394m: epoch 14 [################    ]  83%  loss = 0.032
   395m: epoch 14 [################    ]  83%  loss = 0.034
   395m: epoch 14 [################    ]  84%  loss = 0.035
   395m: epoch 14 [################    ]  84%  loss = 0.035
   395m: epoch 14 [#################   ]  85%  loss = 0.036
   395m: epoch 14 [#################   ]  85%  loss = 0.036
   395m: epoch 14 [#################   ]  85%  loss = 0.033
   395m: epoch 14 [#################   ]  86%  loss = 0.035
   395m: epoch 14 [#################   ]  86%  loss = 0.035
   395m: epoch 14 [#################   ]  86%  loss = 0.035
   395m: epoch 14 [#################   ]  87%  loss = 0.033
   395m: epoch 14 [#################   ]  87%  loss = 0.036
   396m: epoch 14 [#################   ]  87%  loss = 0.037
   396m: epoch 14 [#################   ]  88%  loss = 0.034
   396m: epoch 14 [#################   ]  88%  loss = 0.035
   396m: epoch 14 [#################   ]  88%  loss = 0.035
   396m: epoch 14 [#################   ]  89%  loss = 0.034
   396m: epoch 14 [#################   ]  89%  loss = 0.034
   396m: epoch 14 [#################   ]  89%  loss = 0.035
   396m: epoch 14 [##################  ]  90%  loss = 0.037
   396m: epoch 14 [##################  ]  90%  loss = 0.034
   396m: epoch 14 [##################  ]  90%  loss = 0.034
   397m: epoch 14 [##################  ]  91%  loss = 0.033
   397m: epoch 14 [##################  ]  91%  loss = 0.035
   397m: epoch 14 [##################  ]  91%  loss = 0.033
   397m: epoch 14 [##################  ]  92%  loss = 0.033
   397m: epoch 14 [##################  ]  92%  loss = 0.035
   397m: epoch 14 [##################  ]  92%  loss = 0.037
   397m: epoch 14 [##################  ]  93%  loss = 0.036
   397m: epoch 14 [##################  ]  93%  loss = 0.035
   397m: epoch 14 [##################  ]  93%  loss = 0.033
   397m: epoch 14 [##################  ]  94%  loss = 0.032
   397m: epoch 14 [##################  ]  94%  loss = 0.037
   398m: epoch 14 [##################  ]  94%  loss = 0.034
   398m: epoch 14 [################### ]  95%  loss = 0.035
   398m: epoch 14 [################### ]  95%  loss = 0.035
   398m: epoch 14 [################### ]  96%  loss = 0.035
   398m: epoch 14 [################### ]  96%  loss = 0.036
   398m: epoch 14 [################### ]  96%  loss = 0.035
   398m: epoch 14 [################### ]  97%  loss = 0.035
   398m: epoch 14 [################### ]  97%  loss = 0.037
   398m: epoch 14 [################### ]  97%  loss = 0.035
   398m: epoch 14 [################### ]  98%  loss = 0.034
   398m: epoch 14 [################### ]  98%  loss = 0.039
   399m: epoch 14 [################### ]  98%  loss = 0.035
   399m: epoch 14 [################### ]  99%  loss = 0.035
   399m: epoch 14 [################### ]  99%  loss = 0.036
   399m: epoch 14 [################### ]  99%  loss = 0.033
399m: epoch 14 [####################]  100%  loss = 0.033
epoch 14 complete, loss = 0.033
model saved as token_classification_split_3_14_0.033
   399m: epoch 15 [                    ]  0%  loss = ...
   399m: epoch 15 [                    ]  0%  loss = 0.029
   399m: epoch 15 [                    ]  0%  loss = 0.030
   399m: epoch 15 [                    ]  1%  loss = 0.031
   399m: epoch 15 [                    ]  1%  loss = 0.030
   399m: epoch 15 [                    ]  1%  loss = 0.029
   400m: epoch 15 [                    ]  2%  loss = 0.030
   400m: epoch 15 [                    ]  2%  loss = 0.030
   400m: epoch 15 [                    ]  2%  loss = 0.031
   400m: epoch 15 [                    ]  3%  loss = 0.032
   400m: epoch 15 [                    ]  3%  loss = 0.030
   400m: epoch 15 [                    ]  3%  loss = 0.030
   400m: epoch 15 [                    ]  4%  loss = 0.031
   400m: epoch 15 [                    ]  4%  loss = 0.031
   400m: epoch 15 [                    ]  4%  loss = 0.031
   400m: epoch 15 [#                   ]  5%  loss = 0.030
   400m: epoch 15 [#                   ]  5%  loss = 0.030
   401m: epoch 15 [#                   ]  5%  loss = 0.032
   401m: epoch 15 [#                   ]  6%  loss = 0.030
   401m: epoch 15 [#                   ]  6%  loss = 0.031
   401m: epoch 15 [#                   ]  6%  loss = 0.031
   401m: epoch 15 [#                   ]  7%  loss = 0.031
   401m: epoch 15 [#                   ]  7%  loss = 0.031
   401m: epoch 15 [#                   ]  7%  loss = 0.030
   401m: epoch 15 [#                   ]  8%  loss = 0.032
   401m: epoch 15 [#                   ]  8%  loss = 0.032
   401m: epoch 15 [#                   ]  8%  loss = 0.032
   401m: epoch 15 [#                   ]  9%  loss = 0.029
   402m: epoch 15 [#                   ]  9%  loss = 0.031
   402m: epoch 15 [#                   ]  9%  loss = 0.030
   402m: epoch 15 [##                  ]  10%  loss = 0.032
   402m: epoch 15 [##                  ]  10%  loss = 0.032
   402m: epoch 15 [##                  ]  11%  loss = 0.033
   402m: epoch 15 [##                  ]  11%  loss = 0.031
   402m: epoch 15 [##                  ]  11%  loss = 0.030
   402m: epoch 15 [##                  ]  12%  loss = 0.031
   402m: epoch 15 [##                  ]  12%  loss = 0.031
   402m: epoch 15 [##                  ]  12%  loss = 0.031
   402m: epoch 15 [##                  ]  13%  loss = 0.031
   403m: epoch 15 [##                  ]  13%  loss = 0.031
   403m: epoch 15 [##                  ]  13%  loss = 0.032
   403m: epoch 15 [##                  ]  14%  loss = 0.033
   403m: epoch 15 [##                  ]  14%  loss = 0.031
   403m: epoch 15 [##                  ]  14%  loss = 0.029
   403m: epoch 15 [###                 ]  15%  loss = 0.032
   403m: epoch 15 [###                 ]  15%  loss = 0.033
   403m: epoch 15 [###                 ]  15%  loss = 0.031
   403m: epoch 15 [###                 ]  16%  loss = 0.034
   403m: epoch 15 [###                 ]  16%  loss = 0.031
   404m: epoch 15 [###                 ]  16%  loss = 0.030
   404m: epoch 15 [###                 ]  17%  loss = 0.030
   404m: epoch 15 [###                 ]  17%  loss = 0.032
   404m: epoch 15 [###                 ]  17%  loss = 0.032
   404m: epoch 15 [###                 ]  18%  loss = 0.032
   404m: epoch 15 [###                 ]  18%  loss = 0.033
   404m: epoch 15 [###                 ]  18%  loss = 0.032
   404m: epoch 15 [###                 ]  19%  loss = 0.033
   404m: epoch 15 [###                 ]  19%  loss = 0.032
   404m: epoch 15 [###                 ]  19%  loss = 0.031
   404m: epoch 15 [####                ]  20%  loss = 0.033
   405m: epoch 15 [####                ]  20%  loss = 0.031
   405m: epoch 15 [####                ]  20%  loss = 0.032
   405m: epoch 15 [####                ]  21%  loss = 0.031
   405m: epoch 15 [####                ]  21%  loss = 0.033
   405m: epoch 15 [####                ]  22%  loss = 0.032
   405m: epoch 15 [####                ]  22%  loss = 0.032
   405m: epoch 15 [####                ]  22%  loss = 0.031
   405m: epoch 15 [####                ]  23%  loss = 0.033
   405m: epoch 15 [####                ]  23%  loss = 0.031
   405m: epoch 15 [####                ]  23%  loss = 0.033
   405m: epoch 15 [####                ]  24%  loss = 0.032
   406m: epoch 15 [####                ]  24%  loss = 0.034
   406m: epoch 15 [####                ]  24%  loss = 0.033
   406m: epoch 15 [#####               ]  25%  loss = 0.033
   406m: epoch 15 [#####               ]  25%  loss = 0.031
   406m: epoch 15 [#####               ]  25%  loss = 0.032
   406m: epoch 15 [#####               ]  26%  loss = 0.032
   406m: epoch 15 [#####               ]  26%  loss = 0.032
   406m: epoch 15 [#####               ]  26%  loss = 0.032
   406m: epoch 15 [#####               ]  27%  loss = 0.032
   406m: epoch 15 [#####               ]  27%  loss = 0.033
   407m: epoch 15 [#####               ]  27%  loss = 0.033
   407m: epoch 15 [#####               ]  28%  loss = 0.031
   407m: epoch 15 [#####               ]  28%  loss = 0.032
   407m: epoch 15 [#####               ]  28%  loss = 0.031
   407m: epoch 15 [#####               ]  29%  loss = 0.032
   407m: epoch 15 [#####               ]  29%  loss = 0.034
   407m: epoch 15 [#####               ]  29%  loss = 0.033
   407m: epoch 15 [######              ]  30%  loss = 0.034
   407m: epoch 15 [######              ]  30%  loss = 0.034
   407m: epoch 15 [######              ]  30%  loss = 0.034
   407m: epoch 15 [######              ]  31%  loss = 0.032
   408m: epoch 15 [######              ]  31%  loss = 0.032
   408m: epoch 15 [######              ]  32%  loss = 0.032
   408m: epoch 15 [######              ]  32%  loss = 0.033
   408m: epoch 15 [######              ]  32%  loss = 0.032
   408m: epoch 15 [######              ]  33%  loss = 0.030
   408m: epoch 15 [######              ]  33%  loss = 0.032
   408m: epoch 15 [######              ]  33%  loss = 0.033
   408m: epoch 15 [######              ]  34%  loss = 0.030
   408m: epoch 15 [######              ]  34%  loss = 0.031
   408m: epoch 15 [######              ]  34%  loss = 0.033
   408m: epoch 15 [#######             ]  35%  loss = 0.031
   409m: epoch 15 [#######             ]  35%  loss = 0.032
   409m: epoch 15 [#######             ]  35%  loss = 0.032
   409m: epoch 15 [#######             ]  36%  loss = 0.034
   409m: epoch 15 [#######             ]  36%  loss = 0.031
   409m: epoch 15 [#######             ]  36%  loss = 0.033
   409m: epoch 15 [#######             ]  37%  loss = 0.031
   409m: epoch 15 [#######             ]  37%  loss = 0.032
   409m: epoch 15 [#######             ]  37%  loss = 0.030
   409m: epoch 15 [#######             ]  38%  loss = 0.034
   409m: epoch 15 [#######             ]  38%  loss = 0.032
   409m: epoch 15 [#######             ]  38%  loss = 0.031
   410m: epoch 15 [#######             ]  39%  loss = 0.033
   410m: epoch 15 [#######             ]  39%  loss = 0.031
   410m: epoch 15 [#######             ]  39%  loss = 0.033
   410m: epoch 15 [########            ]  40%  loss = 0.033
   410m: epoch 15 [########            ]  40%  loss = 0.032
   410m: epoch 15 [########            ]  40%  loss = 0.032
   410m: epoch 15 [########            ]  41%  loss = 0.031
   410m: epoch 15 [########            ]  41%  loss = 0.032
   410m: epoch 15 [########            ]  41%  loss = 0.032
   410m: epoch 15 [########            ]  42%  loss = 0.033
   411m: epoch 15 [########            ]  42%  loss = 0.032
   411m: epoch 15 [########            ]  43%  loss = 0.034
   411m: epoch 15 [########            ]  43%  loss = 0.032
   411m: epoch 15 [########            ]  43%  loss = 0.032
   411m: epoch 15 [########            ]  44%  loss = 0.034
   411m: epoch 15 [########            ]  44%  loss = 0.032
   411m: epoch 15 [########            ]  44%  loss = 0.034
   411m: epoch 15 [#########           ]  45%  loss = 0.033
   411m: epoch 15 [#########           ]  45%  loss = 0.034
   411m: epoch 15 [#########           ]  45%  loss = 0.033
   411m: epoch 15 [#########           ]  46%  loss = 0.033
   412m: epoch 15 [#########           ]  46%  loss = 0.032
   412m: epoch 15 [#########           ]  46%  loss = 0.032
   412m: epoch 15 [#########           ]  47%  loss = 0.033
   412m: epoch 15 [#########           ]  47%  loss = 0.033
   412m: epoch 15 [#########           ]  47%  loss = 0.033
   412m: epoch 15 [#########           ]  48%  loss = 0.033
   412m: epoch 15 [#########           ]  48%  loss = 0.031
   412m: epoch 15 [#########           ]  48%  loss = 0.034
   412m: epoch 15 [#########           ]  49%  loss = 0.033
   412m: epoch 15 [#########           ]  49%  loss = 0.034
   412m: epoch 15 [#########           ]  49%  loss = 0.032
   413m: epoch 15 [##########          ]  50%  loss = 0.032
   413m: epoch 15 [##########          ]  50%  loss = 0.034
   413m: epoch 15 [##########          ]  50%  loss = 0.030
   413m: epoch 15 [##########          ]  51%  loss = 0.032
   413m: epoch 15 [##########          ]  51%  loss = 0.035
   413m: epoch 15 [##########          ]  51%  loss = 0.034
   413m: epoch 15 [##########          ]  52%  loss = 0.034
   413m: epoch 15 [##########          ]  52%  loss = 0.034
   413m: epoch 15 [##########          ]  53%  loss = 0.033
   413m: epoch 15 [##########          ]  53%  loss = 0.032
   414m: epoch 15 [##########          ]  53%  loss = 0.034
   414m: epoch 15 [##########          ]  54%  loss = 0.033
   414m: epoch 15 [##########          ]  54%  loss = 0.033
   414m: epoch 15 [##########          ]  54%  loss = 0.033
   414m: epoch 15 [###########         ]  55%  loss = 0.034
   414m: epoch 15 [###########         ]  55%  loss = 0.033
   414m: epoch 15 [###########         ]  55%  loss = 0.034
   414m: epoch 15 [###########         ]  56%  loss = 0.032
   414m: epoch 15 [###########         ]  56%  loss = 0.033
   414m: epoch 15 [###########         ]  56%  loss = 0.032
   414m: epoch 15 [###########         ]  57%  loss = 0.032
   415m: epoch 15 [###########         ]  57%  loss = 0.033
   415m: epoch 15 [###########         ]  57%  loss = 0.033
   415m: epoch 15 [###########         ]  58%  loss = 0.033
   415m: epoch 15 [###########         ]  58%  loss = 0.033
   415m: epoch 15 [###########         ]  58%  loss = 0.033
   415m: epoch 15 [###########         ]  59%  loss = 0.031
   415m: epoch 15 [###########         ]  59%  loss = 0.032
   415m: epoch 15 [###########         ]  59%  loss = 0.033
   415m: epoch 15 [############        ]  60%  loss = 0.032
   415m: epoch 15 [############        ]  60%  loss = 0.034
   415m: epoch 15 [############        ]  60%  loss = 0.032
   416m: epoch 15 [############        ]  61%  loss = 0.034
   416m: epoch 15 [############        ]  61%  loss = 0.035
   416m: epoch 15 [############        ]  61%  loss = 0.034
   416m: epoch 15 [############        ]  62%  loss = 0.035
   416m: epoch 15 [############        ]  62%  loss = 0.032
   416m: epoch 15 [############        ]  62%  loss = 0.033
   416m: epoch 15 [############        ]  63%  loss = 0.031
   416m: epoch 15 [############        ]  63%  loss = 0.036
   416m: epoch 15 [############        ]  64%  loss = 0.033
   416m: epoch 15 [############        ]  64%  loss = 0.035
   417m: epoch 15 [############        ]  64%  loss = 0.035
   417m: epoch 15 [#############       ]  65%  loss = 0.034
   417m: epoch 15 [#############       ]  65%  loss = 0.034
   417m: epoch 15 [#############       ]  65%  loss = 0.034
   417m: epoch 15 [#############       ]  66%  loss = 0.033
   417m: epoch 15 [#############       ]  66%  loss = 0.034
   417m: epoch 15 [#############       ]  66%  loss = 0.032
   417m: epoch 15 [#############       ]  67%  loss = 0.033
   417m: epoch 15 [#############       ]  67%  loss = 0.031
   417m: epoch 15 [#############       ]  67%  loss = 0.033
   417m: epoch 15 [#############       ]  68%  loss = 0.034
   418m: epoch 15 [#############       ]  68%  loss = 0.033
   418m: epoch 15 [#############       ]  68%  loss = 0.033
   418m: epoch 15 [#############       ]  69%  loss = 0.034
   418m: epoch 15 [#############       ]  69%  loss = 0.032
   418m: epoch 15 [#############       ]  69%  loss = 0.034
   418m: epoch 15 [##############      ]  70%  loss = 0.033
   418m: epoch 15 [##############      ]  70%  loss = 0.035
   418m: epoch 15 [##############      ]  70%  loss = 0.034
   418m: epoch 15 [##############      ]  71%  loss = 0.034
   418m: epoch 15 [##############      ]  71%  loss = 0.032
   418m: epoch 15 [##############      ]  71%  loss = 0.034
   419m: epoch 15 [##############      ]  72%  loss = 0.035
   419m: epoch 15 [##############      ]  72%  loss = 0.032
   419m: epoch 15 [##############      ]  72%  loss = 0.033
   419m: epoch 15 [##############      ]  73%  loss = 0.032
   419m: epoch 15 [##############      ]  73%  loss = 0.034
   419m: epoch 15 [##############      ]  74%  loss = 0.035
   419m: epoch 15 [##############      ]  74%  loss = 0.033
   419m: epoch 15 [##############      ]  74%  loss = 0.033
   419m: epoch 15 [###############     ]  75%  loss = 0.034
   419m: epoch 15 [###############     ]  75%  loss = 0.033
   419m: epoch 15 [###############     ]  75%  loss = 0.034
   420m: epoch 15 [###############     ]  76%  loss = 0.032
   420m: epoch 15 [###############     ]  76%  loss = 0.034
   420m: epoch 15 [###############     ]  76%  loss = 0.033
   420m: epoch 15 [###############     ]  77%  loss = 0.034
   420m: epoch 15 [###############     ]  77%  loss = 0.034
   420m: epoch 15 [###############     ]  77%  loss = 0.033
   420m: epoch 15 [###############     ]  78%  loss = 0.033
   420m: epoch 15 [###############     ]  78%  loss = 0.033
   420m: epoch 15 [###############     ]  78%  loss = 0.032
   420m: epoch 15 [###############     ]  79%  loss = 0.033
   421m: epoch 15 [###############     ]  79%  loss = 0.033
   421m: epoch 15 [###############     ]  79%  loss = 0.034
   421m: epoch 15 [################    ]  80%  loss = 0.035
   421m: epoch 15 [################    ]  80%  loss = 0.033
   421m: epoch 15 [################    ]  80%  loss = 0.035
   421m: epoch 15 [################    ]  81%  loss = 0.034
   421m: epoch 15 [################    ]  81%  loss = 0.032
   421m: epoch 15 [################    ]  81%  loss = 0.032
   421m: epoch 15 [################    ]  82%  loss = 0.033
   421m: epoch 15 [################    ]  82%  loss = 0.034
   421m: epoch 15 [################    ]  82%  loss = 0.032
   422m: epoch 15 [################    ]  83%  loss = 0.034
   422m: epoch 15 [################    ]  83%  loss = 0.030
   422m: epoch 15 [################    ]  83%  loss = 0.034
   422m: epoch 15 [################    ]  84%  loss = 0.036
   422m: epoch 15 [################    ]  84%  loss = 0.034
   422m: epoch 15 [#################   ]  85%  loss = 0.035
   422m: epoch 15 [#################   ]  85%  loss = 0.034
   422m: epoch 15 [#################   ]  85%  loss = 0.032
   422m: epoch 15 [#################   ]  86%  loss = 0.033
   422m: epoch 15 [#################   ]  86%  loss = 0.034
   422m: epoch 15 [#################   ]  86%  loss = 0.031
   423m: epoch 15 [#################   ]  87%  loss = 0.032
   423m: epoch 15 [#################   ]  87%  loss = 0.034
   423m: epoch 15 [#################   ]  87%  loss = 0.032
   423m: epoch 15 [#################   ]  88%  loss = 0.032
   423m: epoch 15 [#################   ]  88%  loss = 0.033
   423m: epoch 15 [#################   ]  88%  loss = 0.033
   423m: epoch 15 [#################   ]  89%  loss = 0.035
   423m: epoch 15 [#################   ]  89%  loss = 0.036
   423m: epoch 15 [#################   ]  89%  loss = 0.034
   423m: epoch 15 [##################  ]  90%  loss = 0.033
   423m: epoch 15 [##################  ]  90%  loss = 0.036
   424m: epoch 15 [##################  ]  90%  loss = 0.032
   424m: epoch 15 [##################  ]  91%  loss = 0.033
   424m: epoch 15 [##################  ]  91%  loss = 0.033
   424m: epoch 15 [##################  ]  91%  loss = 0.034
   424m: epoch 15 [##################  ]  92%  loss = 0.033
   424m: epoch 15 [##################  ]  92%  loss = 0.033
   424m: epoch 15 [##################  ]  92%  loss = 0.033
   424m: epoch 15 [##################  ]  93%  loss = 0.033
   424m: epoch 15 [##################  ]  93%  loss = 0.034
   424m: epoch 15 [##################  ]  93%  loss = 0.037
   425m: epoch 15 [##################  ]  94%  loss = 0.033
   425m: epoch 15 [##################  ]  94%  loss = 0.033
   425m: epoch 15 [##################  ]  94%  loss = 0.033
   425m: epoch 15 [################### ]  95%  loss = 0.034
   425m: epoch 15 [################### ]  95%  loss = 0.032
   425m: epoch 15 [################### ]  96%  loss = 0.033
   425m: epoch 15 [################### ]  96%  loss = 0.035
   425m: epoch 15 [################### ]  96%  loss = 0.035
   425m: epoch 15 [################### ]  97%  loss = 0.035
   425m: epoch 15 [################### ]  97%  loss = 0.035
   425m: epoch 15 [################### ]  97%  loss = 0.033
   426m: epoch 15 [################### ]  98%  loss = 0.034
   426m: epoch 15 [################### ]  98%  loss = 0.032
   426m: epoch 15 [################### ]  98%  loss = 0.034
   426m: epoch 15 [################### ]  99%  loss = 0.034
   426m: epoch 15 [################### ]  99%  loss = 0.035
   426m: epoch 15 [################### ]  99%  loss = 0.032
426m: epoch 15 [####################]  100%  loss = 0.032
epoch 15 complete, loss = 0.032
model saved as token_classification_split_3_15_0.032
   426m: epoch 16 [                    ]  0%  loss = ...
   426m: epoch 16 [                    ]  0%  loss = 0.029
   426m: epoch 16 [                    ]  0%  loss = 0.029
   426m: epoch 16 [                    ]  1%  loss = 0.029
   426m: epoch 16 [                    ]  1%  loss = 0.030
   427m: epoch 16 [                    ]  1%  loss = 0.030
   427m: epoch 16 [                    ]  2%  loss = 0.031
   427m: epoch 16 [                    ]  2%  loss = 0.028
   427m: epoch 16 [                    ]  2%  loss = 0.030
   427m: epoch 16 [                    ]  3%  loss = 0.030
   427m: epoch 16 [                    ]  3%  loss = 0.030
   427m: epoch 16 [                    ]  3%  loss = 0.031
   427m: epoch 16 [                    ]  4%  loss = 0.030
   427m: epoch 16 [                    ]  4%  loss = 0.028
   427m: epoch 16 [                    ]  4%  loss = 0.031
   428m: epoch 16 [#                   ]  5%  loss = 0.030
   428m: epoch 16 [#                   ]  5%  loss = 0.030
   428m: epoch 16 [#                   ]  5%  loss = 0.029
   428m: epoch 16 [#                   ]  6%  loss = 0.031
   428m: epoch 16 [#                   ]  6%  loss = 0.030
   428m: epoch 16 [#                   ]  6%  loss = 0.029
   428m: epoch 16 [#                   ]  7%  loss = 0.029
   428m: epoch 16 [#                   ]  7%  loss = 0.029
   428m: epoch 16 [#                   ]  7%  loss = 0.031
   428m: epoch 16 [#                   ]  8%  loss = 0.030
   428m: epoch 16 [#                   ]  8%  loss = 0.028
   429m: epoch 16 [#                   ]  8%  loss = 0.031
   429m: epoch 16 [#                   ]  9%  loss = 0.030
   429m: epoch 16 [#                   ]  9%  loss = 0.028
   429m: epoch 16 [#                   ]  9%  loss = 0.032
   429m: epoch 16 [##                  ]  10%  loss = 0.029
   429m: epoch 16 [##                  ]  10%  loss = 0.028
   429m: epoch 16 [##                  ]  11%  loss = 0.032
   429m: epoch 16 [##                  ]  11%  loss = 0.031
   429m: epoch 16 [##                  ]  11%  loss = 0.029
   429m: epoch 16 [##                  ]  12%  loss = 0.031
   429m: epoch 16 [##                  ]  12%  loss = 0.031
   430m: epoch 16 [##                  ]  12%  loss = 0.030
   430m: epoch 16 [##                  ]  13%  loss = 0.030
   430m: epoch 16 [##                  ]  13%  loss = 0.029
   430m: epoch 16 [##                  ]  13%  loss = 0.031
   430m: epoch 16 [##                  ]  14%  loss = 0.032
   430m: epoch 16 [##                  ]  14%  loss = 0.031
   430m: epoch 16 [##                  ]  14%  loss = 0.031
   430m: epoch 16 [###                 ]  15%  loss = 0.031
   430m: epoch 16 [###                 ]  15%  loss = 0.031
   430m: epoch 16 [###                 ]  15%  loss = 0.030
   431m: epoch 16 [###                 ]  16%  loss = 0.030
   431m: epoch 16 [###                 ]  16%  loss = 0.031
   431m: epoch 16 [###                 ]  16%  loss = 0.031
   431m: epoch 16 [###                 ]  17%  loss = 0.030
   431m: epoch 16 [###                 ]  17%  loss = 0.032
   431m: epoch 16 [###                 ]  17%  loss = 0.032
   431m: epoch 16 [###                 ]  18%  loss = 0.033
   431m: epoch 16 [###                 ]  18%  loss = 0.033
   431m: epoch 16 [###                 ]  18%  loss = 0.031
   431m: epoch 16 [###                 ]  19%  loss = 0.030
   431m: epoch 16 [###                 ]  19%  loss = 0.032
   432m: epoch 16 [###                 ]  19%  loss = 0.031
   432m: epoch 16 [####                ]  20%  loss = 0.031
   432m: epoch 16 [####                ]  20%  loss = 0.032
   432m: epoch 16 [####                ]  20%  loss = 0.032
   432m: epoch 16 [####                ]  21%  loss = 0.030
   432m: epoch 16 [####                ]  21%  loss = 0.029
   432m: epoch 16 [####                ]  22%  loss = 0.034
   432m: epoch 16 [####                ]  22%  loss = 0.032
   432m: epoch 16 [####                ]  22%  loss = 0.032
   432m: epoch 16 [####                ]  23%  loss = 0.032
   432m: epoch 16 [####                ]  23%  loss = 0.032
   433m: epoch 16 [####                ]  23%  loss = 0.032
   433m: epoch 16 [####                ]  24%  loss = 0.032
   433m: epoch 16 [####                ]  24%  loss = 0.031
   433m: epoch 16 [####                ]  24%  loss = 0.032
   433m: epoch 16 [#####               ]  25%  loss = 0.029
   433m: epoch 16 [#####               ]  25%  loss = 0.029
   433m: epoch 16 [#####               ]  25%  loss = 0.031
   433m: epoch 16 [#####               ]  26%  loss = 0.030
   433m: epoch 16 [#####               ]  26%  loss = 0.033
   433m: epoch 16 [#####               ]  26%  loss = 0.030
   433m: epoch 16 [#####               ]  27%  loss = 0.032
   434m: epoch 16 [#####               ]  27%  loss = 0.030
   434m: epoch 16 [#####               ]  27%  loss = 0.031
   434m: epoch 16 [#####               ]  28%  loss = 0.029
   434m: epoch 16 [#####               ]  28%  loss = 0.031
   434m: epoch 16 [#####               ]  28%  loss = 0.031
   434m: epoch 16 [#####               ]  29%  loss = 0.032
   434m: epoch 16 [#####               ]  29%  loss = 0.031
   434m: epoch 16 [#####               ]  29%  loss = 0.031
   434m: epoch 16 [######              ]  30%  loss = 0.031
   434m: epoch 16 [######              ]  30%  loss = 0.032
   435m: epoch 16 [######              ]  30%  loss = 0.031
   435m: epoch 16 [######              ]  31%  loss = 0.030
   435m: epoch 16 [######              ]  31%  loss = 0.031
   435m: epoch 16 [######              ]  32%  loss = 0.032
   435m: epoch 16 [######              ]  32%  loss = 0.033
   435m: epoch 16 [######              ]  32%  loss = 0.033
   435m: epoch 16 [######              ]  33%  loss = 0.032
   435m: epoch 16 [######              ]  33%  loss = 0.031
   435m: epoch 16 [######              ]  33%  loss = 0.031
   435m: epoch 16 [######              ]  34%  loss = 0.033
   435m: epoch 16 [######              ]  34%  loss = 0.030
   436m: epoch 16 [######              ]  34%  loss = 0.032
   436m: epoch 16 [#######             ]  35%  loss = 0.032
   436m: epoch 16 [#######             ]  35%  loss = 0.030
   436m: epoch 16 [#######             ]  35%  loss = 0.032
   436m: epoch 16 [#######             ]  36%  loss = 0.030
   436m: epoch 16 [#######             ]  36%  loss = 0.031
   436m: epoch 16 [#######             ]  36%  loss = 0.033
   436m: epoch 16 [#######             ]  37%  loss = 0.034
   436m: epoch 16 [#######             ]  37%  loss = 0.033
   436m: epoch 16 [#######             ]  37%  loss = 0.032
   436m: epoch 16 [#######             ]  38%  loss = 0.029
   437m: epoch 16 [#######             ]  38%  loss = 0.033
   437m: epoch 16 [#######             ]  38%  loss = 0.031
   437m: epoch 16 [#######             ]  39%  loss = 0.032
   437m: epoch 16 [#######             ]  39%  loss = 0.031
   437m: epoch 16 [#######             ]  39%  loss = 0.031
   437m: epoch 16 [########            ]  40%  loss = 0.031
   437m: epoch 16 [########            ]  40%  loss = 0.032
   437m: epoch 16 [########            ]  40%  loss = 0.030
   437m: epoch 16 [########            ]  41%  loss = 0.033
   437m: epoch 16 [########            ]  41%  loss = 0.031
   438m: epoch 16 [########            ]  41%  loss = 0.032
   438m: epoch 16 [########            ]  42%  loss = 0.034
   438m: epoch 16 [########            ]  42%  loss = 0.032
   438m: epoch 16 [########            ]  43%  loss = 0.031
   438m: epoch 16 [########            ]  43%  loss = 0.030
   438m: epoch 16 [########            ]  43%  loss = 0.032
   438m: epoch 16 [########            ]  44%  loss = 0.032
   438m: epoch 16 [########            ]  44%  loss = 0.031
   438m: epoch 16 [########            ]  44%  loss = 0.032
   438m: epoch 16 [#########           ]  45%  loss = 0.031
   438m: epoch 16 [#########           ]  45%  loss = 0.034
   439m: epoch 16 [#########           ]  45%  loss = 0.033
   439m: epoch 16 [#########           ]  46%  loss = 0.033
   439m: epoch 16 [#########           ]  46%  loss = 0.032
   439m: epoch 16 [#########           ]  46%  loss = 0.034
   439m: epoch 16 [#########           ]  47%  loss = 0.032
   439m: epoch 16 [#########           ]  47%  loss = 0.032
   439m: epoch 16 [#########           ]  47%  loss = 0.033
   439m: epoch 16 [#########           ]  48%  loss = 0.031
   439m: epoch 16 [#########           ]  48%  loss = 0.033
   439m: epoch 16 [#########           ]  48%  loss = 0.033
   439m: epoch 16 [#########           ]  49%  loss = 0.030
   440m: epoch 16 [#########           ]  49%  loss = 0.032
   440m: epoch 16 [#########           ]  49%  loss = 0.029
   440m: epoch 16 [##########          ]  50%  loss = 0.031
   440m: epoch 16 [##########          ]  50%  loss = 0.033
   440m: epoch 16 [##########          ]  50%  loss = 0.032
   440m: epoch 16 [##########          ]  51%  loss = 0.032
   440m: epoch 16 [##########          ]  51%  loss = 0.031
   440m: epoch 16 [##########          ]  51%  loss = 0.034
   440m: epoch 16 [##########          ]  52%  loss = 0.034
   440m: epoch 16 [##########          ]  52%  loss = 0.030
   440m: epoch 16 [##########          ]  53%  loss = 0.031
   441m: epoch 16 [##########          ]  53%  loss = 0.030
   441m: epoch 16 [##########          ]  53%  loss = 0.031
   441m: epoch 16 [##########          ]  54%  loss = 0.037
   441m: epoch 16 [##########          ]  54%  loss = 0.031
   441m: epoch 16 [##########          ]  54%  loss = 0.031
   441m: epoch 16 [###########         ]  55%  loss = 0.031
   441m: epoch 16 [###########         ]  55%  loss = 0.033
   441m: epoch 16 [###########         ]  55%  loss = 0.033
   441m: epoch 16 [###########         ]  56%  loss = 0.032
   441m: epoch 16 [###########         ]  56%  loss = 0.031
   442m: epoch 16 [###########         ]  56%  loss = 0.032
   442m: epoch 16 [###########         ]  57%  loss = 0.032
   442m: epoch 16 [###########         ]  57%  loss = 0.031
   442m: epoch 16 [###########         ]  57%  loss = 0.033
   442m: epoch 16 [###########         ]  58%  loss = 0.031
   442m: epoch 16 [###########         ]  58%  loss = 0.033
   442m: epoch 16 [###########         ]  58%  loss = 0.032
   442m: epoch 16 [###########         ]  59%  loss = 0.032
   442m: epoch 16 [###########         ]  59%  loss = 0.030
   442m: epoch 16 [###########         ]  59%  loss = 0.031
   442m: epoch 16 [############        ]  60%  loss = 0.032
   443m: epoch 16 [############        ]  60%  loss = 0.033
   443m: epoch 16 [############        ]  60%  loss = 0.032
   443m: epoch 16 [############        ]  61%  loss = 0.034
   443m: epoch 16 [############        ]  61%  loss = 0.032
   443m: epoch 16 [############        ]  61%  loss = 0.032
   443m: epoch 16 [############        ]  62%  loss = 0.032
   443m: epoch 16 [############        ]  62%  loss = 0.032
   443m: epoch 16 [############        ]  62%  loss = 0.033
   443m: epoch 16 [############        ]  63%  loss = 0.033
   443m: epoch 16 [############        ]  63%  loss = 0.033
   443m: epoch 16 [############        ]  64%  loss = 0.031
   444m: epoch 16 [############        ]  64%  loss = 0.032
   444m: epoch 16 [############        ]  64%  loss = 0.032
   444m: epoch 16 [#############       ]  65%  loss = 0.032
   444m: epoch 16 [#############       ]  65%  loss = 0.033
   444m: epoch 16 [#############       ]  65%  loss = 0.032
   444m: epoch 16 [#############       ]  66%  loss = 0.032
   444m: epoch 16 [#############       ]  66%  loss = 0.033
   444m: epoch 16 [#############       ]  66%  loss = 0.030
   444m: epoch 16 [#############       ]  67%  loss = 0.033
   444m: epoch 16 [#############       ]  67%  loss = 0.030
   445m: epoch 16 [#############       ]  67%  loss = 0.030
   445m: epoch 16 [#############       ]  68%  loss = 0.033
   445m: epoch 16 [#############       ]  68%  loss = 0.033
   445m: epoch 16 [#############       ]  68%  loss = 0.033
   445m: epoch 16 [#############       ]  69%  loss = 0.034
   445m: epoch 16 [#############       ]  69%  loss = 0.033
   445m: epoch 16 [#############       ]  69%  loss = 0.032
   445m: epoch 16 [##############      ]  70%  loss = 0.035
   445m: epoch 16 [##############      ]  70%  loss = 0.031
   445m: epoch 16 [##############      ]  70%  loss = 0.032
   445m: epoch 16 [##############      ]  71%  loss = 0.032
   446m: epoch 16 [##############      ]  71%  loss = 0.031
   446m: epoch 16 [##############      ]  71%  loss = 0.033
   446m: epoch 16 [##############      ]  72%  loss = 0.034
   446m: epoch 16 [##############      ]  72%  loss = 0.032
   446m: epoch 16 [##############      ]  72%  loss = 0.033
   446m: epoch 16 [##############      ]  73%  loss = 0.032
   446m: epoch 16 [##############      ]  73%  loss = 0.031
   446m: epoch 16 [##############      ]  74%  loss = 0.034
   446m: epoch 16 [##############      ]  74%  loss = 0.035
   446m: epoch 16 [##############      ]  74%  loss = 0.034
   446m: epoch 16 [###############     ]  75%  loss = 0.033
   447m: epoch 16 [###############     ]  75%  loss = 0.032
   447m: epoch 16 [###############     ]  75%  loss = 0.032
   447m: epoch 16 [###############     ]  76%  loss = 0.031
   447m: epoch 16 [###############     ]  76%  loss = 0.033
   447m: epoch 16 [###############     ]  76%  loss = 0.033
   447m: epoch 16 [###############     ]  77%  loss = 0.031
   447m: epoch 16 [###############     ]  77%  loss = 0.031
   447m: epoch 16 [###############     ]  77%  loss = 0.033
   447m: epoch 16 [###############     ]  78%  loss = 0.033
   447m: epoch 16 [###############     ]  78%  loss = 0.030
   448m: epoch 16 [###############     ]  78%  loss = 0.036
   448m: epoch 16 [###############     ]  79%  loss = 0.029
   448m: epoch 16 [###############     ]  79%  loss = 0.032
   448m: epoch 16 [###############     ]  79%  loss = 0.032
   448m: epoch 16 [################    ]  80%  loss = 0.034
   448m: epoch 16 [################    ]  80%  loss = 0.033
   448m: epoch 16 [################    ]  80%  loss = 0.030
   448m: epoch 16 [################    ]  81%  loss = 0.031
   448m: epoch 16 [################    ]  81%  loss = 0.033
   448m: epoch 16 [################    ]  81%  loss = 0.036
   448m: epoch 16 [################    ]  82%  loss = 0.032
   449m: epoch 16 [################    ]  82%  loss = 0.033
   449m: epoch 16 [################    ]  82%  loss = 0.033
   449m: epoch 16 [################    ]  83%  loss = 0.030
   449m: epoch 16 [################    ]  83%  loss = 0.033
   449m: epoch 16 [################    ]  83%  loss = 0.031
   449m: epoch 16 [################    ]  84%  loss = 0.031
   449m: epoch 16 [################    ]  84%  loss = 0.033
   449m: epoch 16 [#################   ]  85%  loss = 0.031
   449m: epoch 16 [#################   ]  85%  loss = 0.033
   449m: epoch 16 [#################   ]  85%  loss = 0.033
   449m: epoch 16 [#################   ]  86%  loss = 0.032
   450m: epoch 16 [#################   ]  86%  loss = 0.033
   450m: epoch 16 [#################   ]  86%  loss = 0.034
   450m: epoch 16 [#################   ]  87%  loss = 0.032
   450m: epoch 16 [#################   ]  87%  loss = 0.032
   450m: epoch 16 [#################   ]  87%  loss = 0.032
   450m: epoch 16 [#################   ]  88%  loss = 0.031
   450m: epoch 16 [#################   ]  88%  loss = 0.033
   450m: epoch 16 [#################   ]  88%  loss = 0.033
   450m: epoch 16 [#################   ]  89%  loss = 0.032
   450m: epoch 16 [#################   ]  89%  loss = 0.035
   450m: epoch 16 [#################   ]  89%  loss = 0.035
   451m: epoch 16 [##################  ]  90%  loss = 0.032
   451m: epoch 16 [##################  ]  90%  loss = 0.032
   451m: epoch 16 [##################  ]  90%  loss = 0.034
   451m: epoch 16 [##################  ]  91%  loss = 0.032
   451m: epoch 16 [##################  ]  91%  loss = 0.034
   451m: epoch 16 [##################  ]  91%  loss = 0.032
   451m: epoch 16 [##################  ]  92%  loss = 0.032
   451m: epoch 16 [##################  ]  92%  loss = 0.031
   451m: epoch 16 [##################  ]  92%  loss = 0.031
   451m: epoch 16 [##################  ]  93%  loss = 0.034
   452m: epoch 16 [##################  ]  93%  loss = 0.031
   452m: epoch 16 [##################  ]  93%  loss = 0.030
   452m: epoch 16 [##################  ]  94%  loss = 0.034
   452m: epoch 16 [##################  ]  94%  loss = 0.032
   452m: epoch 16 [##################  ]  94%  loss = 0.033
   452m: epoch 16 [################### ]  95%  loss = 0.034
   452m: epoch 16 [################### ]  95%  loss = 0.032
   452m: epoch 16 [################### ]  96%  loss = 0.031
   452m: epoch 16 [################### ]  96%  loss = 0.032
   452m: epoch 16 [################### ]  96%  loss = 0.036
   452m: epoch 16 [################### ]  97%  loss = 0.033
   453m: epoch 16 [################### ]  97%  loss = 0.032
   453m: epoch 16 [################### ]  97%  loss = 0.035
   453m: epoch 16 [################### ]  98%  loss = 0.033
   453m: epoch 16 [################### ]  98%  loss = 0.033
   453m: epoch 16 [################### ]  98%  loss = 0.032
   453m: epoch 16 [################### ]  99%  loss = 0.032
   453m: epoch 16 [################### ]  99%  loss = 0.032
   453m: epoch 16 [################### ]  99%  loss = 0.036
453m: epoch 16 [####################]  100%  loss = 0.036
epoch 16 complete, loss = 0.036
model saved as token_classification_split_3_16_0.036
   453m: epoch 17 [                    ]  0%  loss = ...
   453m: epoch 17 [                    ]  0%  loss = 0.028
   453m: epoch 17 [                    ]  0%  loss = 0.030
   454m: epoch 17 [                    ]  1%  loss = 0.029
   454m: epoch 17 [                    ]  1%  loss = 0.026
   454m: epoch 17 [                    ]  1%  loss = 0.030
   454m: epoch 17 [                    ]  2%  loss = 0.027
   454m: epoch 17 [                    ]  2%  loss = 0.029
   454m: epoch 17 [                    ]  2%  loss = 0.030
   454m: epoch 17 [                    ]  3%  loss = 0.031
   454m: epoch 17 [                    ]  3%  loss = 0.030
   454m: epoch 17 [                    ]  3%  loss = 0.030
   454m: epoch 17 [                    ]  4%  loss = 0.029
   455m: epoch 17 [                    ]  4%  loss = 0.029
   455m: epoch 17 [                    ]  4%  loss = 0.028
   455m: epoch 17 [#                   ]  5%  loss = 0.026
   455m: epoch 17 [#                   ]  5%  loss = 0.031
   455m: epoch 17 [#                   ]  5%  loss = 0.028
   455m: epoch 17 [#                   ]  6%  loss = 0.027
   455m: epoch 17 [#                   ]  6%  loss = 0.030
   455m: epoch 17 [#                   ]  6%  loss = 0.026
   455m: epoch 17 [#                   ]  7%  loss = 0.029
   455m: epoch 17 [#                   ]  7%  loss = 0.030
   455m: epoch 17 [#                   ]  7%  loss = 0.030
   456m: epoch 17 [#                   ]  8%  loss = 0.029
   456m: epoch 17 [#                   ]  8%  loss = 0.029
   456m: epoch 17 [#                   ]  8%  loss = 0.029
   456m: epoch 17 [#                   ]  9%  loss = 0.029
   456m: epoch 17 [#                   ]  9%  loss = 0.027
   456m: epoch 17 [#                   ]  9%  loss = 0.029
   456m: epoch 17 [##                  ]  10%  loss = 0.030
   456m: epoch 17 [##                  ]  10%  loss = 0.030
   456m: epoch 17 [##                  ]  11%  loss = 0.029
   456m: epoch 17 [##                  ]  11%  loss = 0.029
   456m: epoch 17 [##                  ]  11%  loss = 0.032
   457m: epoch 17 [##                  ]  12%  loss = 0.029
   457m: epoch 17 [##                  ]  12%  loss = 0.029
   457m: epoch 17 [##                  ]  12%  loss = 0.030
   457m: epoch 17 [##                  ]  13%  loss = 0.031
   457m: epoch 17 [##                  ]  13%  loss = 0.032
   457m: epoch 17 [##                  ]  13%  loss = 0.030
   457m: epoch 17 [##                  ]  14%  loss = 0.030
   457m: epoch 17 [##                  ]  14%  loss = 0.030
   457m: epoch 17 [##                  ]  14%  loss = 0.031
   457m: epoch 17 [###                 ]  15%  loss = 0.030
   458m: epoch 17 [###                 ]  15%  loss = 0.031
   458m: epoch 17 [###                 ]  15%  loss = 0.030
   458m: epoch 17 [###                 ]  16%  loss = 0.029
   458m: epoch 17 [###                 ]  16%  loss = 0.028
   458m: epoch 17 [###                 ]  16%  loss = 0.029
   458m: epoch 17 [###                 ]  17%  loss = 0.028
   458m: epoch 17 [###                 ]  17%  loss = 0.030
   458m: epoch 17 [###                 ]  17%  loss = 0.031
   458m: epoch 17 [###                 ]  18%  loss = 0.028
   458m: epoch 17 [###                 ]  18%  loss = 0.032
   458m: epoch 17 [###                 ]  18%  loss = 0.029
   459m: epoch 17 [###                 ]  19%  loss = 0.029
   459m: epoch 17 [###                 ]  19%  loss = 0.030
   459m: epoch 17 [###                 ]  19%  loss = 0.031
   459m: epoch 17 [####                ]  20%  loss = 0.031
   459m: epoch 17 [####                ]  20%  loss = 0.030
   459m: epoch 17 [####                ]  20%  loss = 0.030
   459m: epoch 17 [####                ]  21%  loss = 0.028
   459m: epoch 17 [####                ]  21%  loss = 0.030
   459m: epoch 17 [####                ]  22%  loss = 0.031
   459m: epoch 17 [####                ]  22%  loss = 0.032
   459m: epoch 17 [####                ]  22%  loss = 0.031
   460m: epoch 17 [####                ]  23%  loss = 0.030
   460m: epoch 17 [####                ]  23%  loss = 0.030
   460m: epoch 17 [####                ]  23%  loss = 0.030
   460m: epoch 17 [####                ]  24%  loss = 0.030
   460m: epoch 17 [####                ]  24%  loss = 0.030
   460m: epoch 17 [####                ]  24%  loss = 0.031
   460m: epoch 17 [#####               ]  25%  loss = 0.031
   460m: epoch 17 [#####               ]  25%  loss = 0.031
   460m: epoch 17 [#####               ]  25%  loss = 0.029
   460m: epoch 17 [#####               ]  26%  loss = 0.030
   461m: epoch 17 [#####               ]  26%  loss = 0.030
   461m: epoch 17 [#####               ]  26%  loss = 0.030
   461m: epoch 17 [#####               ]  27%  loss = 0.031
   461m: epoch 17 [#####               ]  27%  loss = 0.032
   461m: epoch 17 [#####               ]  27%  loss = 0.030
   461m: epoch 17 [#####               ]  28%  loss = 0.030
   461m: epoch 17 [#####               ]  28%  loss = 0.030
   461m: epoch 17 [#####               ]  28%  loss = 0.032
   461m: epoch 17 [#####               ]  29%  loss = 0.029
   461m: epoch 17 [#####               ]  29%  loss = 0.031
   461m: epoch 17 [#####               ]  29%  loss = 0.027
   462m: epoch 17 [######              ]  30%  loss = 0.031
   462m: epoch 17 [######              ]  30%  loss = 0.031
   462m: epoch 17 [######              ]  30%  loss = 0.030
   462m: epoch 17 [######              ]  31%  loss = 0.030
   462m: epoch 17 [######              ]  31%  loss = 0.030
   462m: epoch 17 [######              ]  32%  loss = 0.030
   462m: epoch 17 [######              ]  32%  loss = 0.031
   462m: epoch 17 [######              ]  32%  loss = 0.032
   462m: epoch 17 [######              ]  33%  loss = 0.031
   462m: epoch 17 [######              ]  33%  loss = 0.029
   462m: epoch 17 [######              ]  33%  loss = 0.030
   463m: epoch 17 [######              ]  34%  loss = 0.033
   463m: epoch 17 [######              ]  34%  loss = 0.031
   463m: epoch 17 [######              ]  34%  loss = 0.031
   463m: epoch 17 [#######             ]  35%  loss = 0.030
   463m: epoch 17 [#######             ]  35%  loss = 0.030
   463m: epoch 17 [#######             ]  35%  loss = 0.029
   463m: epoch 17 [#######             ]  36%  loss = 0.030
   463m: epoch 17 [#######             ]  36%  loss = 0.030
   463m: epoch 17 [#######             ]  36%  loss = 0.032
   463m: epoch 17 [#######             ]  37%  loss = 0.034
   464m: epoch 17 [#######             ]  37%  loss = 0.030
   464m: epoch 17 [#######             ]  37%  loss = 0.032
   464m: epoch 17 [#######             ]  38%  loss = 0.031
   464m: epoch 17 [#######             ]  38%  loss = 0.031
   464m: epoch 17 [#######             ]  38%  loss = 0.030
   464m: epoch 17 [#######             ]  39%  loss = 0.030
   464m: epoch 17 [#######             ]  39%  loss = 0.032
   464m: epoch 17 [#######             ]  39%  loss = 0.031
   464m: epoch 17 [########            ]  40%  loss = 0.029
   464m: epoch 17 [########            ]  40%  loss = 0.029
   464m: epoch 17 [########            ]  40%  loss = 0.030
   465m: epoch 17 [########            ]  41%  loss = 0.030
   465m: epoch 17 [########            ]  41%  loss = 0.033
   465m: epoch 17 [########            ]  41%  loss = 0.031
   465m: epoch 17 [########            ]  42%  loss = 0.033
   465m: epoch 17 [########            ]  42%  loss = 0.030
   465m: epoch 17 [########            ]  43%  loss = 0.031
   465m: epoch 17 [########            ]  43%  loss = 0.031
   465m: epoch 17 [########            ]  43%  loss = 0.030
   465m: epoch 17 [########            ]  44%  loss = 0.031
   465m: epoch 17 [########            ]  44%  loss = 0.031
   465m: epoch 17 [########            ]  44%  loss = 0.033
   466m: epoch 17 [#########           ]  45%  loss = 0.033
   466m: epoch 17 [#########           ]  45%  loss = 0.034
   466m: epoch 17 [#########           ]  45%  loss = 0.029
   466m: epoch 17 [#########           ]  46%  loss = 0.031
   466m: epoch 17 [#########           ]  46%  loss = 0.031
   466m: epoch 17 [#########           ]  46%  loss = 0.030
   466m: epoch 17 [#########           ]  47%  loss = 0.030
   466m: epoch 17 [#########           ]  47%  loss = 0.030
   466m: epoch 17 [#########           ]  47%  loss = 0.032
   466m: epoch 17 [#########           ]  48%  loss = 0.032
   467m: epoch 17 [#########           ]  48%  loss = 0.031
   467m: epoch 17 [#########           ]  48%  loss = 0.030
   467m: epoch 17 [#########           ]  49%  loss = 0.031
   467m: epoch 17 [#########           ]  49%  loss = 0.033
   467m: epoch 17 [#########           ]  49%  loss = 0.031
   467m: epoch 17 [##########          ]  50%  loss = 0.031
   467m: epoch 17 [##########          ]  50%  loss = 0.030
   467m: epoch 17 [##########          ]  50%  loss = 0.030
   467m: epoch 17 [##########          ]  51%  loss = 0.031
   467m: epoch 17 [##########          ]  51%  loss = 0.031
   467m: epoch 17 [##########          ]  51%  loss = 0.030
   468m: epoch 17 [##########          ]  52%  loss = 0.030
   468m: epoch 17 [##########          ]  52%  loss = 0.030
   468m: epoch 17 [##########          ]  53%  loss = 0.030
   468m: epoch 17 [##########          ]  53%  loss = 0.031
   468m: epoch 17 [##########          ]  53%  loss = 0.031
   468m: epoch 17 [##########          ]  54%  loss = 0.032
   468m: epoch 17 [##########          ]  54%  loss = 0.030
   468m: epoch 17 [##########          ]  54%  loss = 0.031
   468m: epoch 17 [###########         ]  55%  loss = 0.032
   468m: epoch 17 [###########         ]  55%  loss = 0.032
   468m: epoch 17 [###########         ]  55%  loss = 0.030
   469m: epoch 17 [###########         ]  56%  loss = 0.034
   469m: epoch 17 [###########         ]  56%  loss = 0.030
   469m: epoch 17 [###########         ]  56%  loss = 0.030
   469m: epoch 17 [###########         ]  57%  loss = 0.034
   469m: epoch 17 [###########         ]  57%  loss = 0.032
   469m: epoch 17 [###########         ]  57%  loss = 0.033
   469m: epoch 17 [###########         ]  58%  loss = 0.031
   469m: epoch 17 [###########         ]  58%  loss = 0.030
   469m: epoch 17 [###########         ]  58%  loss = 0.034
   469m: epoch 17 [###########         ]  59%  loss = 0.031
   469m: epoch 17 [###########         ]  59%  loss = 0.033
   470m: epoch 17 [###########         ]  59%  loss = 0.032
   470m: epoch 17 [############        ]  60%  loss = 0.031
   470m: epoch 17 [############        ]  60%  loss = 0.031
   470m: epoch 17 [############        ]  60%  loss = 0.030
   470m: epoch 17 [############        ]  61%  loss = 0.033
   470m: epoch 17 [############        ]  61%  loss = 0.031
   470m: epoch 17 [############        ]  61%  loss = 0.032
   470m: epoch 17 [############        ]  62%  loss = 0.031
   470m: epoch 17 [############        ]  62%  loss = 0.032
   470m: epoch 17 [############        ]  62%  loss = 0.031
   471m: epoch 17 [############        ]  63%  loss = 0.032
   471m: epoch 17 [############        ]  63%  loss = 0.032
   471m: epoch 17 [############        ]  64%  loss = 0.031
   471m: epoch 17 [############        ]  64%  loss = 0.031
   471m: epoch 17 [############        ]  64%  loss = 0.031
   471m: epoch 17 [#############       ]  65%  loss = 0.033
   471m: epoch 17 [#############       ]  65%  loss = 0.030
   471m: epoch 17 [#############       ]  65%  loss = 0.032
   471m: epoch 17 [#############       ]  66%  loss = 0.032
   471m: epoch 17 [#############       ]  66%  loss = 0.029
   471m: epoch 17 [#############       ]  66%  loss = 0.035
   472m: epoch 17 [#############       ]  67%  loss = 0.031
   472m: epoch 17 [#############       ]  67%  loss = 0.030
   472m: epoch 17 [#############       ]  67%  loss = 0.032
   472m: epoch 17 [#############       ]  68%  loss = 0.030
   472m: epoch 17 [#############       ]  68%  loss = 0.033
   472m: epoch 17 [#############       ]  68%  loss = 0.033
   472m: epoch 17 [#############       ]  69%  loss = 0.031
   472m: epoch 17 [#############       ]  69%  loss = 0.033
   472m: epoch 17 [#############       ]  69%  loss = 0.031
   472m: epoch 17 [##############      ]  70%  loss = 0.031
   472m: epoch 17 [##############      ]  70%  loss = 0.035
   473m: epoch 17 [##############      ]  70%  loss = 0.031
   473m: epoch 17 [##############      ]  71%  loss = 0.029
   473m: epoch 17 [##############      ]  71%  loss = 0.032
   473m: epoch 17 [##############      ]  71%  loss = 0.030
   473m: epoch 17 [##############      ]  72%  loss = 0.031
   473m: epoch 17 [##############      ]  72%  loss = 0.033
   473m: epoch 17 [##############      ]  72%  loss = 0.031
   473m: epoch 17 [##############      ]  73%  loss = 0.032
   473m: epoch 17 [##############      ]  73%  loss = 0.031
   473m: epoch 17 [##############      ]  74%  loss = 0.032
   473m: epoch 17 [##############      ]  74%  loss = 0.031
   474m: epoch 17 [##############      ]  74%  loss = 0.034
   474m: epoch 17 [###############     ]  75%  loss = 0.032
   474m: epoch 17 [###############     ]  75%  loss = 0.031
   474m: epoch 17 [###############     ]  75%  loss = 0.032
   474m: epoch 17 [###############     ]  76%  loss = 0.031
   474m: epoch 17 [###############     ]  76%  loss = 0.032
   474m: epoch 17 [###############     ]  76%  loss = 0.031
   474m: epoch 17 [###############     ]  77%  loss = 0.032
   474m: epoch 17 [###############     ]  77%  loss = 0.033
   474m: epoch 17 [###############     ]  77%  loss = 0.032
   475m: epoch 17 [###############     ]  78%  loss = 0.032
   475m: epoch 17 [###############     ]  78%  loss = 0.031
   475m: epoch 17 [###############     ]  78%  loss = 0.032
   475m: epoch 17 [###############     ]  79%  loss = 0.032
   475m: epoch 17 [###############     ]  79%  loss = 0.031
   475m: epoch 17 [###############     ]  79%  loss = 0.031
   475m: epoch 17 [################    ]  80%  loss = 0.031
   475m: epoch 17 [################    ]  80%  loss = 0.031
   475m: epoch 17 [################    ]  80%  loss = 0.033
   475m: epoch 17 [################    ]  81%  loss = 0.032
   475m: epoch 17 [################    ]  81%  loss = 0.032
   476m: epoch 17 [################    ]  81%  loss = 0.032
   476m: epoch 17 [################    ]  82%  loss = 0.032
   476m: epoch 17 [################    ]  82%  loss = 0.031
   476m: epoch 17 [################    ]  82%  loss = 0.033
   476m: epoch 17 [################    ]  83%  loss = 0.033
   476m: epoch 17 [################    ]  83%  loss = 0.030
   476m: epoch 17 [################    ]  83%  loss = 0.032
   476m: epoch 17 [################    ]  84%  loss = 0.031
   476m: epoch 17 [################    ]  84%  loss = 0.031
   476m: epoch 17 [#################   ]  85%  loss = 0.031
   476m: epoch 17 [#################   ]  85%  loss = 0.031
   477m: epoch 17 [#################   ]  85%  loss = 0.033
   477m: epoch 17 [#################   ]  86%  loss = 0.032
   477m: epoch 17 [#################   ]  86%  loss = 0.034
   477m: epoch 17 [#################   ]  86%  loss = 0.033
   477m: epoch 17 [#################   ]  87%  loss = 0.030
   477m: epoch 17 [#################   ]  87%  loss = 0.032
   477m: epoch 17 [#################   ]  87%  loss = 0.034
   477m: epoch 17 [#################   ]  88%  loss = 0.032
   477m: epoch 17 [#################   ]  88%  loss = 0.030
   477m: epoch 17 [#################   ]  88%  loss = 0.031
   477m: epoch 17 [#################   ]  89%  loss = 0.032
   478m: epoch 17 [#################   ]  89%  loss = 0.033
   478m: epoch 17 [#################   ]  89%  loss = 0.032
   478m: epoch 17 [##################  ]  90%  loss = 0.030
   478m: epoch 17 [##################  ]  90%  loss = 0.034
   478m: epoch 17 [##################  ]  90%  loss = 0.030
   478m: epoch 17 [##################  ]  91%  loss = 0.033
   478m: epoch 17 [##################  ]  91%  loss = 0.033
   478m: epoch 17 [##################  ]  91%  loss = 0.033
   478m: epoch 17 [##################  ]  92%  loss = 0.031
   478m: epoch 17 [##################  ]  92%  loss = 0.031
   479m: epoch 17 [##################  ]  92%  loss = 0.031
   479m: epoch 17 [##################  ]  93%  loss = 0.032
   479m: epoch 17 [##################  ]  93%  loss = 0.031
   479m: epoch 17 [##################  ]  93%  loss = 0.032
   479m: epoch 17 [##################  ]  94%  loss = 0.031
   479m: epoch 17 [##################  ]  94%  loss = 0.031
   479m: epoch 17 [##################  ]  94%  loss = 0.033
   479m: epoch 17 [################### ]  95%  loss = 0.036
   479m: epoch 17 [################### ]  95%  loss = 0.033
   479m: epoch 17 [################### ]  96%  loss = 0.033
   479m: epoch 17 [################### ]  96%  loss = 0.030
   480m: epoch 17 [################### ]  96%  loss = 0.031
   480m: epoch 17 [################### ]  97%  loss = 0.033
   480m: epoch 17 [################### ]  97%  loss = 0.032
   480m: epoch 17 [################### ]  97%  loss = 0.032
   480m: epoch 17 [################### ]  98%  loss = 0.034
   480m: epoch 17 [################### ]  98%  loss = 0.033
   480m: epoch 17 [################### ]  98%  loss = 0.033
   480m: epoch 17 [################### ]  99%  loss = 0.029
   480m: epoch 17 [################### ]  99%  loss = 0.032
   480m: epoch 17 [################### ]  99%  loss = 0.033
480m: epoch 17 [####################]  100%  loss = 0.033
epoch 17 complete, loss = 0.033
model saved as token_classification_split_3_17_0.033
   480m: epoch 18 [                    ]  0%  loss = ...
   481m: epoch 18 [                    ]  0%  loss = 0.028
   481m: epoch 18 [                    ]  0%  loss = 0.028
   481m: epoch 18 [                    ]  1%  loss = 0.028
   481m: epoch 18 [                    ]  1%  loss = 0.029
   481m: epoch 18 [                    ]  1%  loss = 0.028
   481m: epoch 18 [                    ]  2%  loss = 0.027
   481m: epoch 18 [                    ]  2%  loss = 0.030
   481m: epoch 18 [                    ]  2%  loss = 0.027
   481m: epoch 18 [                    ]  3%  loss = 0.028
   481m: epoch 18 [                    ]  3%  loss = 0.028
   482m: epoch 18 [                    ]  3%  loss = 0.029
   482m: epoch 18 [                    ]  4%  loss = 0.029
   482m: epoch 18 [                    ]  4%  loss = 0.027
   482m: epoch 18 [                    ]  4%  loss = 0.027
   482m: epoch 18 [#                   ]  5%  loss = 0.026
   482m: epoch 18 [#                   ]  5%  loss = 0.028
   482m: epoch 18 [#                   ]  5%  loss = 0.028
   482m: epoch 18 [#                   ]  6%  loss = 0.028
   482m: epoch 18 [#                   ]  6%  loss = 0.029
   482m: epoch 18 [#                   ]  6%  loss = 0.028
   482m: epoch 18 [#                   ]  7%  loss = 0.027
   483m: epoch 18 [#                   ]  7%  loss = 0.029
   483m: epoch 18 [#                   ]  7%  loss = 0.029
   483m: epoch 18 [#                   ]  8%  loss = 0.031
   483m: epoch 18 [#                   ]  8%  loss = 0.028
   483m: epoch 18 [#                   ]  8%  loss = 0.030
   483m: epoch 18 [#                   ]  9%  loss = 0.029
   483m: epoch 18 [#                   ]  9%  loss = 0.030
   483m: epoch 18 [#                   ]  9%  loss = 0.030
   483m: epoch 18 [##                  ]  10%  loss = 0.028
   483m: epoch 18 [##                  ]  10%  loss = 0.031
   483m: epoch 18 [##                  ]  11%  loss = 0.030
   484m: epoch 18 [##                  ]  11%  loss = 0.028
   484m: epoch 18 [##                  ]  11%  loss = 0.028
   484m: epoch 18 [##                  ]  12%  loss = 0.029
   484m: epoch 18 [##                  ]  12%  loss = 0.030
   484m: epoch 18 [##                  ]  12%  loss = 0.029
   484m: epoch 18 [##                  ]  13%  loss = 0.028
   484m: epoch 18 [##                  ]  13%  loss = 0.031
   484m: epoch 18 [##                  ]  13%  loss = 0.032
   484m: epoch 18 [##                  ]  14%  loss = 0.028
   484m: epoch 18 [##                  ]  14%  loss = 0.030
   484m: epoch 18 [##                  ]  14%  loss = 0.029
   485m: epoch 18 [###                 ]  15%  loss = 0.029
   485m: epoch 18 [###                 ]  15%  loss = 0.030
   485m: epoch 18 [###                 ]  15%  loss = 0.029
   485m: epoch 18 [###                 ]  16%  loss = 0.028
   485m: epoch 18 [###                 ]  16%  loss = 0.027
   485m: epoch 18 [###                 ]  16%  loss = 0.027
   485m: epoch 18 [###                 ]  17%  loss = 0.030
   485m: epoch 18 [###                 ]  17%  loss = 0.028
   485m: epoch 18 [###                 ]  17%  loss = 0.029
   485m: epoch 18 [###                 ]  18%  loss = 0.032
   486m: epoch 18 [###                 ]  18%  loss = 0.029
   486m: epoch 18 [###                 ]  18%  loss = 0.029
   486m: epoch 18 [###                 ]  19%  loss = 0.027
   486m: epoch 18 [###                 ]  19%  loss = 0.028
   486m: epoch 18 [###                 ]  19%  loss = 0.028
   486m: epoch 18 [####                ]  20%  loss = 0.029
   486m: epoch 18 [####                ]  20%  loss = 0.030
   486m: epoch 18 [####                ]  20%  loss = 0.030
   486m: epoch 18 [####                ]  21%  loss = 0.029
   486m: epoch 18 [####                ]  21%  loss = 0.029
   486m: epoch 18 [####                ]  22%  loss = 0.028
   487m: epoch 18 [####                ]  22%  loss = 0.029
   487m: epoch 18 [####                ]  22%  loss = 0.029
   487m: epoch 18 [####                ]  23%  loss = 0.029
   487m: epoch 18 [####                ]  23%  loss = 0.030
   487m: epoch 18 [####                ]  23%  loss = 0.029
   487m: epoch 18 [####                ]  24%  loss = 0.029
   487m: epoch 18 [####                ]  24%  loss = 0.029
   487m: epoch 18 [####                ]  24%  loss = 0.030
   487m: epoch 18 [#####               ]  25%  loss = 0.029
   487m: epoch 18 [#####               ]  25%  loss = 0.027
   487m: epoch 18 [#####               ]  25%  loss = 0.029
   488m: epoch 18 [#####               ]  26%  loss = 0.031
   488m: epoch 18 [#####               ]  26%  loss = 0.029
   488m: epoch 18 [#####               ]  26%  loss = 0.028
   488m: epoch 18 [#####               ]  27%  loss = 0.030
   488m: epoch 18 [#####               ]  27%  loss = 0.030
   488m: epoch 18 [#####               ]  27%  loss = 0.031
   488m: epoch 18 [#####               ]  28%  loss = 0.031
   488m: epoch 18 [#####               ]  28%  loss = 0.029
   488m: epoch 18 [#####               ]  28%  loss = 0.029
   488m: epoch 18 [#####               ]  29%  loss = 0.030
   488m: epoch 18 [#####               ]  29%  loss = 0.028
   489m: epoch 18 [#####               ]  29%  loss = 0.030
   489m: epoch 18 [######              ]  30%  loss = 0.030
   489m: epoch 18 [######              ]  30%  loss = 0.031
   489m: epoch 18 [######              ]  30%  loss = 0.031
   489m: epoch 18 [######              ]  31%  loss = 0.031
   489m: epoch 18 [######              ]  31%  loss = 0.033
   489m: epoch 18 [######              ]  32%  loss = 0.031
   489m: epoch 18 [######              ]  32%  loss = 0.029
   489m: epoch 18 [######              ]  32%  loss = 0.031
   489m: epoch 18 [######              ]  33%  loss = 0.030
   490m: epoch 18 [######              ]  33%  loss = 0.031
   490m: epoch 18 [######              ]  33%  loss = 0.028
   490m: epoch 18 [######              ]  34%  loss = 0.029
   490m: epoch 18 [######              ]  34%  loss = 0.029
   490m: epoch 18 [######              ]  34%  loss = 0.029
   490m: epoch 18 [#######             ]  35%  loss = 0.030
   490m: epoch 18 [#######             ]  35%  loss = 0.029
   490m: epoch 18 [#######             ]  35%  loss = 0.031
   490m: epoch 18 [#######             ]  36%  loss = 0.031
   490m: epoch 18 [#######             ]  36%  loss = 0.031
   490m: epoch 18 [#######             ]  36%  loss = 0.029
   491m: epoch 18 [#######             ]  37%  loss = 0.030
   491m: epoch 18 [#######             ]  37%  loss = 0.029
   491m: epoch 18 [#######             ]  37%  loss = 0.030
   491m: epoch 18 [#######             ]  38%  loss = 0.032
   491m: epoch 18 [#######             ]  38%  loss = 0.029
   491m: epoch 18 [#######             ]  38%  loss = 0.030
   491m: epoch 18 [#######             ]  39%  loss = 0.029
   491m: epoch 18 [#######             ]  39%  loss = 0.031
   491m: epoch 18 [#######             ]  39%  loss = 0.029
   491m: epoch 18 [########            ]  40%  loss = 0.029
   491m: epoch 18 [########            ]  40%  loss = 0.030
   492m: epoch 18 [########            ]  40%  loss = 0.030
   492m: epoch 18 [########            ]  41%  loss = 0.030
   492m: epoch 18 [########            ]  41%  loss = 0.031
   492m: epoch 18 [########            ]  41%  loss = 0.032
   492m: epoch 18 [########            ]  42%  loss = 0.030
   492m: epoch 18 [########            ]  42%  loss = 0.031
   492m: epoch 18 [########            ]  43%  loss = 0.031
   492m: epoch 18 [########            ]  43%  loss = 0.030
   492m: epoch 18 [########            ]  43%  loss = 0.029
   492m: epoch 18 [########            ]  44%  loss = 0.031
   492m: epoch 18 [########            ]  44%  loss = 0.029
   493m: epoch 18 [########            ]  44%  loss = 0.031
   493m: epoch 18 [#########           ]  45%  loss = 0.031
   493m: epoch 18 [#########           ]  45%  loss = 0.027
   493m: epoch 18 [#########           ]  45%  loss = 0.029
   493m: epoch 18 [#########           ]  46%  loss = 0.029
   493m: epoch 18 [#########           ]  46%  loss = 0.031
   493m: epoch 18 [#########           ]  46%  loss = 0.030
   493m: epoch 18 [#########           ]  47%  loss = 0.030
   493m: epoch 18 [#########           ]  47%  loss = 0.029
   493m: epoch 18 [#########           ]  47%  loss = 0.029
   494m: epoch 18 [#########           ]  48%  loss = 0.029
   494m: epoch 18 [#########           ]  48%  loss = 0.031
   494m: epoch 18 [#########           ]  48%  loss = 0.031
   494m: epoch 18 [#########           ]  49%  loss = 0.029
   494m: epoch 18 [#########           ]  49%  loss = 0.031
   494m: epoch 18 [#########           ]  49%  loss = 0.029
   494m: epoch 18 [##########          ]  50%  loss = 0.029
   494m: epoch 18 [##########          ]  50%  loss = 0.033
   494m: epoch 18 [##########          ]  50%  loss = 0.031
   494m: epoch 18 [##########          ]  51%  loss = 0.029
   494m: epoch 18 [##########          ]  51%  loss = 0.029
   495m: epoch 18 [##########          ]  51%  loss = 0.031
   495m: epoch 18 [##########          ]  52%  loss = 0.032
   495m: epoch 18 [##########          ]  52%  loss = 0.030
   495m: epoch 18 [##########          ]  53%  loss = 0.031
   495m: epoch 18 [##########          ]  53%  loss = 0.032
   495m: epoch 18 [##########          ]  53%  loss = 0.030
   495m: epoch 18 [##########          ]  54%  loss = 0.032
   495m: epoch 18 [##########          ]  54%  loss = 0.031
   495m: epoch 18 [##########          ]  54%  loss = 0.031
   495m: epoch 18 [###########         ]  55%  loss = 0.031
   495m: epoch 18 [###########         ]  55%  loss = 0.030
   496m: epoch 18 [###########         ]  55%  loss = 0.030
   496m: epoch 18 [###########         ]  56%  loss = 0.030
   496m: epoch 18 [###########         ]  56%  loss = 0.029
   496m: epoch 18 [###########         ]  56%  loss = 0.031
   496m: epoch 18 [###########         ]  57%  loss = 0.031
   496m: epoch 18 [###########         ]  57%  loss = 0.031
   496m: epoch 18 [###########         ]  57%  loss = 0.030
   496m: epoch 18 [###########         ]  58%  loss = 0.030
   496m: epoch 18 [###########         ]  58%  loss = 0.029
   496m: epoch 18 [###########         ]  58%  loss = 0.030
   496m: epoch 18 [###########         ]  59%  loss = 0.029
   497m: epoch 18 [###########         ]  59%  loss = 0.029
   497m: epoch 18 [###########         ]  59%  loss = 0.033
   497m: epoch 18 [############        ]  60%  loss = 0.030
   497m: epoch 18 [############        ]  60%  loss = 0.030
   497m: epoch 18 [############        ]  60%  loss = 0.029
   497m: epoch 18 [############        ]  61%  loss = 0.031
   497m: epoch 18 [############        ]  61%  loss = 0.032
   497m: epoch 18 [############        ]  61%  loss = 0.031
   497m: epoch 18 [############        ]  62%  loss = 0.029
   497m: epoch 18 [############        ]  62%  loss = 0.031
   498m: epoch 18 [############        ]  62%  loss = 0.031
   498m: epoch 18 [############        ]  63%  loss = 0.029
   498m: epoch 18 [############        ]  63%  loss = 0.031
   498m: epoch 18 [############        ]  64%  loss = 0.031
   498m: epoch 18 [############        ]  64%  loss = 0.029
   498m: epoch 18 [############        ]  64%  loss = 0.028
   498m: epoch 18 [#############       ]  65%  loss = 0.032
   498m: epoch 18 [#############       ]  65%  loss = 0.031
   498m: epoch 18 [#############       ]  65%  loss = 0.031
   498m: epoch 18 [#############       ]  66%  loss = 0.029
   498m: epoch 18 [#############       ]  66%  loss = 0.031
   499m: epoch 18 [#############       ]  66%  loss = 0.030
   499m: epoch 18 [#############       ]  67%  loss = 0.030
   499m: epoch 18 [#############       ]  67%  loss = 0.032
   499m: epoch 18 [#############       ]  67%  loss = 0.032
   499m: epoch 18 [#############       ]  68%  loss = 0.030
   499m: epoch 18 [#############       ]  68%  loss = 0.033
   499m: epoch 18 [#############       ]  68%  loss = 0.031
   499m: epoch 18 [#############       ]  69%  loss = 0.031
   499m: epoch 18 [#############       ]  69%  loss = 0.030
   499m: epoch 18 [#############       ]  69%  loss = 0.033
   499m: epoch 18 [##############      ]  70%  loss = 0.033
   500m: epoch 18 [##############      ]  70%  loss = 0.031
   500m: epoch 18 [##############      ]  70%  loss = 0.031
   500m: epoch 18 [##############      ]  71%  loss = 0.030
   500m: epoch 18 [##############      ]  71%  loss = 0.030
   500m: epoch 18 [##############      ]  71%  loss = 0.031
   500m: epoch 18 [##############      ]  72%  loss = 0.030
   500m: epoch 18 [##############      ]  72%  loss = 0.030
   500m: epoch 18 [##############      ]  72%  loss = 0.032
   500m: epoch 18 [##############      ]  73%  loss = 0.031
   500m: epoch 18 [##############      ]  73%  loss = 0.031
   500m: epoch 18 [##############      ]  74%  loss = 0.030
   501m: epoch 18 [##############      ]  74%  loss = 0.029
   501m: epoch 18 [##############      ]  74%  loss = 0.031
   501m: epoch 18 [###############     ]  75%  loss = 0.032
   501m: epoch 18 [###############     ]  75%  loss = 0.030
   501m: epoch 18 [###############     ]  75%  loss = 0.031
   501m: epoch 18 [###############     ]  76%  loss = 0.031
   501m: epoch 18 [###############     ]  76%  loss = 0.030
   501m: epoch 18 [###############     ]  76%  loss = 0.032
   501m: epoch 18 [###############     ]  77%  loss = 0.030
   501m: epoch 18 [###############     ]  77%  loss = 0.032
   502m: epoch 18 [###############     ]  77%  loss = 0.033
   502m: epoch 18 [###############     ]  78%  loss = 0.032
   502m: epoch 18 [###############     ]  78%  loss = 0.031
   502m: epoch 18 [###############     ]  78%  loss = 0.031
   502m: epoch 18 [###############     ]  79%  loss = 0.030
   502m: epoch 18 [###############     ]  79%  loss = 0.031
   502m: epoch 18 [###############     ]  79%  loss = 0.031
   502m: epoch 18 [################    ]  80%  loss = 0.033
   502m: epoch 18 [################    ]  80%  loss = 0.032
   502m: epoch 18 [################    ]  80%  loss = 0.032
   502m: epoch 18 [################    ]  81%  loss = 0.030
   503m: epoch 18 [################    ]  81%  loss = 0.033
   503m: epoch 18 [################    ]  81%  loss = 0.031
   503m: epoch 18 [################    ]  82%  loss = 0.029
   503m: epoch 18 [################    ]  82%  loss = 0.032
   503m: epoch 18 [################    ]  82%  loss = 0.033
   503m: epoch 18 [################    ]  83%  loss = 0.029
   503m: epoch 18 [################    ]  83%  loss = 0.032
   503m: epoch 18 [################    ]  83%  loss = 0.031
   503m: epoch 18 [################    ]  84%  loss = 0.031
   503m: epoch 18 [################    ]  84%  loss = 0.033
   503m: epoch 18 [#################   ]  85%  loss = 0.032
   504m: epoch 18 [#################   ]  85%  loss = 0.029
   504m: epoch 18 [#################   ]  85%  loss = 0.030
   504m: epoch 18 [#################   ]  86%  loss = 0.030
   504m: epoch 18 [#################   ]  86%  loss = 0.031
   504m: epoch 18 [#################   ]  86%  loss = 0.032
   504m: epoch 18 [#################   ]  87%  loss = 0.032
   504m: epoch 18 [#################   ]  87%  loss = 0.031
   504m: epoch 18 [#################   ]  87%  loss = 0.032
   504m: epoch 18 [#################   ]  88%  loss = 0.032
   504m: epoch 18 [#################   ]  88%  loss = 0.032
   504m: epoch 18 [#################   ]  88%  loss = 0.031
   505m: epoch 18 [#################   ]  89%  loss = 0.031
   505m: epoch 18 [#################   ]  89%  loss = 0.032
   505m: epoch 18 [#################   ]  89%  loss = 0.032
   505m: epoch 18 [##################  ]  90%  loss = 0.031
   505m: epoch 18 [##################  ]  90%  loss = 0.031
   505m: epoch 18 [##################  ]  90%  loss = 0.028
   505m: epoch 18 [##################  ]  91%  loss = 0.030
   505m: epoch 18 [##################  ]  91%  loss = 0.031
   505m: epoch 18 [##################  ]  91%  loss = 0.031
   505m: epoch 18 [##################  ]  92%  loss = 0.031
   506m: epoch 18 [##################  ]  92%  loss = 0.031
   506m: epoch 18 [##################  ]  92%  loss = 0.031
   506m: epoch 18 [##################  ]  93%  loss = 0.030
   506m: epoch 18 [##################  ]  93%  loss = 0.033
   506m: epoch 18 [##################  ]  93%  loss = 0.031
   506m: epoch 18 [##################  ]  94%  loss = 0.033
   506m: epoch 18 [##################  ]  94%  loss = 0.030
   506m: epoch 18 [##################  ]  94%  loss = 0.031
   506m: epoch 18 [################### ]  95%  loss = 0.032
   506m: epoch 18 [################### ]  95%  loss = 0.033
   506m: epoch 18 [################### ]  96%  loss = 0.031
   507m: epoch 18 [################### ]  96%  loss = 0.030
   507m: epoch 18 [################### ]  96%  loss = 0.032
   507m: epoch 18 [################### ]  97%  loss = 0.031
   507m: epoch 18 [################### ]  97%  loss = 0.033
   507m: epoch 18 [################### ]  97%  loss = 0.032
   507m: epoch 18 [################### ]  98%  loss = 0.032
   507m: epoch 18 [################### ]  98%  loss = 0.031
   507m: epoch 18 [################### ]  98%  loss = 0.030
   507m: epoch 18 [################### ]  99%  loss = 0.032
   507m: epoch 18 [################### ]  99%  loss = 0.031
   507m: epoch 18 [################### ]  99%  loss = 0.031
508m: epoch 18 [####################]  100%  loss = 0.031
epoch 18 complete, loss = 0.031
model saved as token_classification_split_3_18_0.031
   508m: epoch 19 [                    ]  0%  loss = ...
   508m: epoch 19 [                    ]  0%  loss = 0.027
   508m: epoch 19 [                    ]  0%  loss = 0.029
   508m: epoch 19 [                    ]  1%  loss = 0.029
   508m: epoch 19 [                    ]  1%  loss = 0.027
   508m: epoch 19 [                    ]  1%  loss = 0.029
   508m: epoch 19 [                    ]  2%  loss = 0.028
   508m: epoch 19 [                    ]  2%  loss = 0.027
   508m: epoch 19 [                    ]  2%  loss = 0.027
   508m: epoch 19 [                    ]  3%  loss = 0.028
   508m: epoch 19 [                    ]  3%  loss = 0.027
   509m: epoch 19 [                    ]  3%  loss = 0.027
   509m: epoch 19 [                    ]  4%  loss = 0.028
   509m: epoch 19 [                    ]  4%  loss = 0.028
   509m: epoch 19 [                    ]  4%  loss = 0.028
   509m: epoch 19 [#                   ]  5%  loss = 0.028
   509m: epoch 19 [#                   ]  5%  loss = 0.028
   509m: epoch 19 [#                   ]  5%  loss = 0.028
   509m: epoch 19 [#                   ]  6%  loss = 0.026
   509m: epoch 19 [#                   ]  6%  loss = 0.028
   509m: epoch 19 [#                   ]  6%  loss = 0.028
   510m: epoch 19 [#                   ]  7%  loss = 0.029
   510m: epoch 19 [#                   ]  7%  loss = 0.028
   510m: epoch 19 [#                   ]  7%  loss = 0.026
   510m: epoch 19 [#                   ]  8%  loss = 0.027
   510m: epoch 19 [#                   ]  8%  loss = 0.027
   510m: epoch 19 [#                   ]  8%  loss = 0.028
   510m: epoch 19 [#                   ]  9%  loss = 0.028
   510m: epoch 19 [#                   ]  9%  loss = 0.030
   510m: epoch 19 [#                   ]  9%  loss = 0.030
   510m: epoch 19 [##                  ]  10%  loss = 0.027
   510m: epoch 19 [##                  ]  10%  loss = 0.028
   511m: epoch 19 [##                  ]  11%  loss = 0.029
   511m: epoch 19 [##                  ]  11%  loss = 0.029
   511m: epoch 19 [##                  ]  11%  loss = 0.027
   511m: epoch 19 [##                  ]  12%  loss = 0.025
   511m: epoch 19 [##                  ]  12%  loss = 0.029
   511m: epoch 19 [##                  ]  12%  loss = 0.029
   511m: epoch 19 [##                  ]  13%  loss = 0.027
   511m: epoch 19 [##                  ]  13%  loss = 0.029
   511m: epoch 19 [##                  ]  13%  loss = 0.029
   511m: epoch 19 [##                  ]  14%  loss = 0.028
   511m: epoch 19 [##                  ]  14%  loss = 0.029
   512m: epoch 19 [##                  ]  14%  loss = 0.029
   512m: epoch 19 [###                 ]  15%  loss = 0.029
   512m: epoch 19 [###                 ]  15%  loss = 0.028
   512m: epoch 19 [###                 ]  15%  loss = 0.029
   512m: epoch 19 [###                 ]  16%  loss = 0.029
   512m: epoch 19 [###                 ]  16%  loss = 0.031
   512m: epoch 19 [###                 ]  16%  loss = 0.028
   512m: epoch 19 [###                 ]  17%  loss = 0.028
   512m: epoch 19 [###                 ]  17%  loss = 0.029
   512m: epoch 19 [###                 ]  17%  loss = 0.028
   512m: epoch 19 [###                 ]  18%  loss = 0.027
   513m: epoch 19 [###                 ]  18%  loss = 0.028
   513m: epoch 19 [###                 ]  18%  loss = 0.029
   513m: epoch 19 [###                 ]  19%  loss = 0.028
   513m: epoch 19 [###                 ]  19%  loss = 0.026
   513m: epoch 19 [###                 ]  19%  loss = 0.030
   513m: epoch 19 [####                ]  20%  loss = 0.029
   513m: epoch 19 [####                ]  20%  loss = 0.029
   513m: epoch 19 [####                ]  20%  loss = 0.028
   513m: epoch 19 [####                ]  21%  loss = 0.028
   513m: epoch 19 [####                ]  21%  loss = 0.029
   514m: epoch 19 [####                ]  22%  loss = 0.028
   514m: epoch 19 [####                ]  22%  loss = 0.027
   514m: epoch 19 [####                ]  22%  loss = 0.029
   514m: epoch 19 [####                ]  23%  loss = 0.030
   514m: epoch 19 [####                ]  23%  loss = 0.028
   514m: epoch 19 [####                ]  23%  loss = 0.028
   514m: epoch 19 [####                ]  24%  loss = 0.028
   514m: epoch 19 [####                ]  24%  loss = 0.029
   514m: epoch 19 [####                ]  24%  loss = 0.028
   514m: epoch 19 [#####               ]  25%  loss = 0.028
   514m: epoch 19 [#####               ]  25%  loss = 0.030
   515m: epoch 19 [#####               ]  25%  loss = 0.029
   515m: epoch 19 [#####               ]  26%  loss = 0.030
   515m: epoch 19 [#####               ]  26%  loss = 0.027
   515m: epoch 19 [#####               ]  26%  loss = 0.030
   515m: epoch 19 [#####               ]  27%  loss = 0.026
   515m: epoch 19 [#####               ]  27%  loss = 0.028
   515m: epoch 19 [#####               ]  27%  loss = 0.029
   515m: epoch 19 [#####               ]  28%  loss = 0.028
   515m: epoch 19 [#####               ]  28%  loss = 0.031
   515m: epoch 19 [#####               ]  28%  loss = 0.028
   515m: epoch 19 [#####               ]  29%  loss = 0.029
   516m: epoch 19 [#####               ]  29%  loss = 0.029
   516m: epoch 19 [#####               ]  29%  loss = 0.029
   516m: epoch 19 [######              ]  30%  loss = 0.027
   516m: epoch 19 [######              ]  30%  loss = 0.029
   516m: epoch 19 [######              ]  30%  loss = 0.029
   516m: epoch 19 [######              ]  31%  loss = 0.028
   516m: epoch 19 [######              ]  31%  loss = 0.030
   516m: epoch 19 [######              ]  32%  loss = 0.029
   516m: epoch 19 [######              ]  32%  loss = 0.029
   516m: epoch 19 [######              ]  32%  loss = 0.028
   517m: epoch 19 [######              ]  33%  loss = 0.030
   517m: epoch 19 [######              ]  33%  loss = 0.029
   517m: epoch 19 [######              ]  33%  loss = 0.030
   517m: epoch 19 [######              ]  34%  loss = 0.027
   517m: epoch 19 [######              ]  34%  loss = 0.030
   517m: epoch 19 [######              ]  34%  loss = 0.027
   517m: epoch 19 [#######             ]  35%  loss = 0.030
   517m: epoch 19 [#######             ]  35%  loss = 0.028
   517m: epoch 19 [#######             ]  35%  loss = 0.028
   517m: epoch 19 [#######             ]  36%  loss = 0.030
   517m: epoch 19 [#######             ]  36%  loss = 0.031
   518m: epoch 19 [#######             ]  36%  loss = 0.029
   518m: epoch 19 [#######             ]  37%  loss = 0.029
   518m: epoch 19 [#######             ]  37%  loss = 0.029
   518m: epoch 19 [#######             ]  37%  loss = 0.031
   518m: epoch 19 [#######             ]  38%  loss = 0.030
   518m: epoch 19 [#######             ]  38%  loss = 0.030
   518m: epoch 19 [#######             ]  38%  loss = 0.030
   518m: epoch 19 [#######             ]  39%  loss = 0.031
   518m: epoch 19 [#######             ]  39%  loss = 0.028
   518m: epoch 19 [#######             ]  39%  loss = 0.028
   518m: epoch 19 [########            ]  40%  loss = 0.030
   519m: epoch 19 [########            ]  40%  loss = 0.027
   519m: epoch 19 [########            ]  40%  loss = 0.030
   519m: epoch 19 [########            ]  41%  loss = 0.030
   519m: epoch 19 [########            ]  41%  loss = 0.028
   519m: epoch 19 [########            ]  41%  loss = 0.030
   519m: epoch 19 [########            ]  42%  loss = 0.031
   519m: epoch 19 [########            ]  42%  loss = 0.029
   519m: epoch 19 [########            ]  43%  loss = 0.030
   519m: epoch 19 [########            ]  43%  loss = 0.030
   519m: epoch 19 [########            ]  43%  loss = 0.031
   520m: epoch 19 [########            ]  44%  loss = 0.028
   520m: epoch 19 [########            ]  44%  loss = 0.029
   520m: epoch 19 [########            ]  44%  loss = 0.031
   520m: epoch 19 [#########           ]  45%  loss = 0.030
   520m: epoch 19 [#########           ]  45%  loss = 0.031
   520m: epoch 19 [#########           ]  45%  loss = 0.030
   520m: epoch 19 [#########           ]  46%  loss = 0.029
   520m: epoch 19 [#########           ]  46%  loss = 0.029
   520m: epoch 19 [#########           ]  46%  loss = 0.031
   520m: epoch 19 [#########           ]  47%  loss = 0.030
   520m: epoch 19 [#########           ]  47%  loss = 0.028
   521m: epoch 19 [#########           ]  47%  loss = 0.030
   521m: epoch 19 [#########           ]  48%  loss = 0.030
   521m: epoch 19 [#########           ]  48%  loss = 0.030
   521m: epoch 19 [#########           ]  48%  loss = 0.029
   521m: epoch 19 [#########           ]  49%  loss = 0.030
   521m: epoch 19 [#########           ]  49%  loss = 0.030
   521m: epoch 19 [#########           ]  49%  loss = 0.029
   521m: epoch 19 [##########          ]  50%  loss = 0.031
   521m: epoch 19 [##########          ]  50%  loss = 0.031
   521m: epoch 19 [##########          ]  50%  loss = 0.028
   521m: epoch 19 [##########          ]  51%  loss = 0.031
   522m: epoch 19 [##########          ]  51%  loss = 0.030
   522m: epoch 19 [##########          ]  51%  loss = 0.028
   522m: epoch 19 [##########          ]  52%  loss = 0.030
   522m: epoch 19 [##########          ]  52%  loss = 0.030
   522m: epoch 19 [##########          ]  53%  loss = 0.028
   522m: epoch 19 [##########          ]  53%  loss = 0.032
   522m: epoch 19 [##########          ]  53%  loss = 0.029
   522m: epoch 19 [##########          ]  54%  loss = 0.031
   522m: epoch 19 [##########          ]  54%  loss = 0.029
   522m: epoch 19 [##########          ]  54%  loss = 0.028
   522m: epoch 19 [###########         ]  55%  loss = 0.028
   523m: epoch 19 [###########         ]  55%  loss = 0.031
   523m: epoch 19 [###########         ]  55%  loss = 0.031
   523m: epoch 19 [###########         ]  56%  loss = 0.029
   523m: epoch 19 [###########         ]  56%  loss = 0.029
   523m: epoch 19 [###########         ]  56%  loss = 0.028
   523m: epoch 19 [###########         ]  57%  loss = 0.028
   523m: epoch 19 [###########         ]  57%  loss = 0.030
   523m: epoch 19 [###########         ]  57%  loss = 0.032
   523m: epoch 19 [###########         ]  58%  loss = 0.029
   523m: epoch 19 [###########         ]  58%  loss = 0.031
   524m: epoch 19 [###########         ]  58%  loss = 0.031
   524m: epoch 19 [###########         ]  59%  loss = 0.030
   524m: epoch 19 [###########         ]  59%  loss = 0.030
   524m: epoch 19 [###########         ]  59%  loss = 0.029
   524m: epoch 19 [############        ]  60%  loss = 0.031
   524m: epoch 19 [############        ]  60%  loss = 0.028
   524m: epoch 19 [############        ]  60%  loss = 0.030
   524m: epoch 19 [############        ]  61%  loss = 0.030
   524m: epoch 19 [############        ]  61%  loss = 0.031
   524m: epoch 19 [############        ]  61%  loss = 0.030
   524m: epoch 19 [############        ]  62%  loss = 0.031
   525m: epoch 19 [############        ]  62%  loss = 0.030
   525m: epoch 19 [############        ]  62%  loss = 0.029
   525m: epoch 19 [############        ]  63%  loss = 0.029
   525m: epoch 19 [############        ]  63%  loss = 0.030
   525m: epoch 19 [############        ]  64%  loss = 0.030
   525m: epoch 19 [############        ]  64%  loss = 0.031
   525m: epoch 19 [############        ]  64%  loss = 0.029
   525m: epoch 19 [#############       ]  65%  loss = 0.029
   525m: epoch 19 [#############       ]  65%  loss = 0.032
   525m: epoch 19 [#############       ]  65%  loss = 0.030
   525m: epoch 19 [#############       ]  66%  loss = 0.030
   526m: epoch 19 [#############       ]  66%  loss = 0.029
   526m: epoch 19 [#############       ]  66%  loss = 0.031
   526m: epoch 19 [#############       ]  67%  loss = 0.030
   526m: epoch 19 [#############       ]  67%  loss = 0.030
   526m: epoch 19 [#############       ]  67%  loss = 0.030
   526m: epoch 19 [#############       ]  68%  loss = 0.030
   526m: epoch 19 [#############       ]  68%  loss = 0.029
   526m: epoch 19 [#############       ]  68%  loss = 0.029
   526m: epoch 19 [#############       ]  69%  loss = 0.028
   526m: epoch 19 [#############       ]  69%  loss = 0.028
   526m: epoch 19 [#############       ]  69%  loss = 0.031
   527m: epoch 19 [##############      ]  70%  loss = 0.031
   527m: epoch 19 [##############      ]  70%  loss = 0.031
   527m: epoch 19 [##############      ]  70%  loss = 0.030
   527m: epoch 19 [##############      ]  71%  loss = 0.030
   527m: epoch 19 [##############      ]  71%  loss = 0.032
   527m: epoch 19 [##############      ]  71%  loss = 0.030
   527m: epoch 19 [##############      ]  72%  loss = 0.031
   527m: epoch 19 [##############      ]  72%  loss = 0.029
   527m: epoch 19 [##############      ]  72%  loss = 0.029
   527m: epoch 19 [##############      ]  73%  loss = 0.030
   528m: epoch 19 [##############      ]  73%  loss = 0.030
   528m: epoch 19 [##############      ]  74%  loss = 0.029
   528m: epoch 19 [##############      ]  74%  loss = 0.029
   528m: epoch 19 [##############      ]  74%  loss = 0.031
   528m: epoch 19 [###############     ]  75%  loss = 0.029
   528m: epoch 19 [###############     ]  75%  loss = 0.030
   528m: epoch 19 [###############     ]  75%  loss = 0.027
   528m: epoch 19 [###############     ]  76%  loss = 0.031
   528m: epoch 19 [###############     ]  76%  loss = 0.033
   528m: epoch 19 [###############     ]  76%  loss = 0.030
   528m: epoch 19 [###############     ]  77%  loss = 0.030
   529m: epoch 19 [###############     ]  77%  loss = 0.030
   529m: epoch 19 [###############     ]  77%  loss = 0.030
   529m: epoch 19 [###############     ]  78%  loss = 0.030
   529m: epoch 19 [###############     ]  78%  loss = 0.029
   529m: epoch 19 [###############     ]  78%  loss = 0.030
   529m: epoch 19 [###############     ]  79%  loss = 0.032
   529m: epoch 19 [###############     ]  79%  loss = 0.029
   529m: epoch 19 [###############     ]  79%  loss = 0.030
   529m: epoch 19 [################    ]  80%  loss = 0.032
   529m: epoch 19 [################    ]  80%  loss = 0.032
   529m: epoch 19 [################    ]  80%  loss = 0.032
   530m: epoch 19 [################    ]  81%  loss = 0.032
   530m: epoch 19 [################    ]  81%  loss = 0.028
   530m: epoch 19 [################    ]  81%  loss = 0.030
   530m: epoch 19 [################    ]  82%  loss = 0.029
   530m: epoch 19 [################    ]  82%  loss = 0.031
   530m: epoch 19 [################    ]  82%  loss = 0.031
   530m: epoch 19 [################    ]  83%  loss = 0.030
   530m: epoch 19 [################    ]  83%  loss = 0.030
   530m: epoch 19 [################    ]  83%  loss = 0.030
   530m: epoch 19 [################    ]  84%  loss = 0.031
   530m: epoch 19 [################    ]  84%  loss = 0.032
   531m: epoch 19 [#################   ]  85%  loss = 0.032
   531m: epoch 19 [#################   ]  85%  loss = 0.031
   531m: epoch 19 [#################   ]  85%  loss = 0.031
   531m: epoch 19 [#################   ]  86%  loss = 0.030
   531m: epoch 19 [#################   ]  86%  loss = 0.031
   531m: epoch 19 [#################   ]  86%  loss = 0.032
   531m: epoch 19 [#################   ]  87%  loss = 0.031
   531m: epoch 19 [#################   ]  87%  loss = 0.030
   531m: epoch 19 [#################   ]  87%  loss = 0.030
   531m: epoch 19 [#################   ]  88%  loss = 0.031
   532m: epoch 19 [#################   ]  88%  loss = 0.030
   532m: epoch 19 [#################   ]  88%  loss = 0.029
   532m: epoch 19 [#################   ]  89%  loss = 0.029
   532m: epoch 19 [#################   ]  89%  loss = 0.030
   532m: epoch 19 [#################   ]  89%  loss = 0.030
   532m: epoch 19 [##################  ]  90%  loss = 0.030
   532m: epoch 19 [##################  ]  90%  loss = 0.030
   532m: epoch 19 [##################  ]  90%  loss = 0.029
   532m: epoch 19 [##################  ]  91%  loss = 0.032
   532m: epoch 19 [##################  ]  91%  loss = 0.031
   532m: epoch 19 [##################  ]  91%  loss = 0.030
   533m: epoch 19 [##################  ]  92%  loss = 0.030
   533m: epoch 19 [##################  ]  92%  loss = 0.032
   533m: epoch 19 [##################  ]  92%  loss = 0.034
   533m: epoch 19 [##################  ]  93%  loss = 0.033
   533m: epoch 19 [##################  ]  93%  loss = 0.029
   533m: epoch 19 [##################  ]  93%  loss = 0.031
   533m: epoch 19 [##################  ]  94%  loss = 0.031
   533m: epoch 19 [##################  ]  94%  loss = 0.032
   533m: epoch 19 [##################  ]  94%  loss = 0.030
   533m: epoch 19 [################### ]  95%  loss = 0.033
   533m: epoch 19 [################### ]  95%  loss = 0.030
   534m: epoch 19 [################### ]  96%  loss = 0.031
   534m: epoch 19 [################### ]  96%  loss = 0.030
   534m: epoch 19 [################### ]  96%  loss = 0.031
   534m: epoch 19 [################### ]  97%  loss = 0.030
   534m: epoch 19 [################### ]  97%  loss = 0.030
   534m: epoch 19 [################### ]  97%  loss = 0.031
   534m: epoch 19 [################### ]  98%  loss = 0.030
   534m: epoch 19 [################### ]  98%  loss = 0.031
   534m: epoch 19 [################### ]  98%  loss = 0.029
   534m: epoch 19 [################### ]  99%  loss = 0.030
   534m: epoch 19 [################### ]  99%  loss = 0.032
   535m: epoch 19 [################### ]  99%  loss = 0.029
535m: epoch 19 [####################]  100%  loss = 0.029
epoch 19 complete, loss = 0.029
model saved as token_classification_split_3_19_0.029
   535m: epoch 20 [                    ]  0%  loss = ...
   535m: epoch 20 [                    ]  0%  loss = 0.026
   535m: epoch 20 [                    ]  0%  loss = 0.027
   535m: epoch 20 [                    ]  1%  loss = 0.027
   535m: epoch 20 [                    ]  1%  loss = 0.027
   535m: epoch 20 [                    ]  1%  loss = 0.028
   535m: epoch 20 [                    ]  2%  loss = 0.027
   535m: epoch 20 [                    ]  2%  loss = 0.027
   535m: epoch 20 [                    ]  2%  loss = 0.028
   536m: epoch 20 [                    ]  3%  loss = 0.027
   536m: epoch 20 [                    ]  3%  loss = 0.024
   536m: epoch 20 [                    ]  3%  loss = 0.027
   536m: epoch 20 [                    ]  4%  loss = 0.027
   536m: epoch 20 [                    ]  4%  loss = 0.027
   536m: epoch 20 [                    ]  4%  loss = 0.027
   536m: epoch 20 [#                   ]  5%  loss = 0.026
   536m: epoch 20 [#                   ]  5%  loss = 0.025
   536m: epoch 20 [#                   ]  5%  loss = 0.027
   536m: epoch 20 [#                   ]  6%  loss = 0.027
   536m: epoch 20 [#                   ]  6%  loss = 0.027
   537m: epoch 20 [#                   ]  6%  loss = 0.028
   537m: epoch 20 [#                   ]  7%  loss = 0.028
   537m: epoch 20 [#                   ]  7%  loss = 0.027
   537m: epoch 20 [#                   ]  7%  loss = 0.029
   537m: epoch 20 [#                   ]  8%  loss = 0.028
   537m: epoch 20 [#                   ]  8%  loss = 0.029
   537m: epoch 20 [#                   ]  8%  loss = 0.029
   537m: epoch 20 [#                   ]  9%  loss = 0.027
   537m: epoch 20 [#                   ]  9%  loss = 0.028
   537m: epoch 20 [#                   ]  9%  loss = 0.027
   537m: epoch 20 [##                  ]  10%  loss = 0.027
   538m: epoch 20 [##                  ]  10%  loss = 0.028
   538m: epoch 20 [##                  ]  11%  loss = 0.028
   538m: epoch 20 [##                  ]  11%  loss = 0.028
   538m: epoch 20 [##                  ]  11%  loss = 0.026
   538m: epoch 20 [##                  ]  12%  loss = 0.027
   538m: epoch 20 [##                  ]  12%  loss = 0.028
   538m: epoch 20 [##                  ]  12%  loss = 0.027
   538m: epoch 20 [##                  ]  13%  loss = 0.029
   538m: epoch 20 [##                  ]  13%  loss = 0.029
   538m: epoch 20 [##                  ]  13%  loss = 0.026
   538m: epoch 20 [##                  ]  14%  loss = 0.029
   539m: epoch 20 [##                  ]  14%  loss = 0.026
   539m: epoch 20 [##                  ]  14%  loss = 0.027
   539m: epoch 20 [###                 ]  15%  loss = 0.028
   539m: epoch 20 [###                 ]  15%  loss = 0.027
   539m: epoch 20 [###                 ]  15%  loss = 0.029
   539m: epoch 20 [###                 ]  16%  loss = 0.025
   539m: epoch 20 [###                 ]  16%  loss = 0.029
   539m: epoch 20 [###                 ]  16%  loss = 0.029
   539m: epoch 20 [###                 ]  17%  loss = 0.028
   539m: epoch 20 [###                 ]  17%  loss = 0.029
   540m: epoch 20 [###                 ]  17%  loss = 0.026
   540m: epoch 20 [###                 ]  18%  loss = 0.029
   540m: epoch 20 [###                 ]  18%  loss = 0.028
   540m: epoch 20 [###                 ]  18%  loss = 0.025
   540m: epoch 20 [###                 ]  19%  loss = 0.029
   540m: epoch 20 [###                 ]  19%  loss = 0.027
   540m: epoch 20 [###                 ]  19%  loss = 0.028
   540m: epoch 20 [####                ]  20%  loss = 0.025
   540m: epoch 20 [####                ]  20%  loss = 0.027
   540m: epoch 20 [####                ]  20%  loss = 0.027
   540m: epoch 20 [####                ]  21%  loss = 0.027
   541m: epoch 20 [####                ]  21%  loss = 0.028
   541m: epoch 20 [####                ]  22%  loss = 0.028
   541m: epoch 20 [####                ]  22%  loss = 0.029
   541m: epoch 20 [####                ]  22%  loss = 0.028
   541m: epoch 20 [####                ]  23%  loss = 0.027
   541m: epoch 20 [####                ]  23%  loss = 0.029
   541m: epoch 20 [####                ]  23%  loss = 0.029
   541m: epoch 20 [####                ]  24%  loss = 0.029
   541m: epoch 20 [####                ]  24%  loss = 0.030
   541m: epoch 20 [####                ]  24%  loss = 0.029
   542m: epoch 20 [#####               ]  25%  loss = 0.030
   542m: epoch 20 [#####               ]  25%  loss = 0.030
   542m: epoch 20 [#####               ]  25%  loss = 0.028
   542m: epoch 20 [#####               ]  26%  loss = 0.031
   542m: epoch 20 [#####               ]  26%  loss = 0.028
   542m: epoch 20 [#####               ]  26%  loss = 0.029
   542m: epoch 20 [#####               ]  27%  loss = 0.028
   542m: epoch 20 [#####               ]  27%  loss = 0.028
   542m: epoch 20 [#####               ]  27%  loss = 0.029
   542m: epoch 20 [#####               ]  28%  loss = 0.028
   542m: epoch 20 [#####               ]  28%  loss = 0.028
   543m: epoch 20 [#####               ]  28%  loss = 0.028
   543m: epoch 20 [#####               ]  29%  loss = 0.027
   543m: epoch 20 [#####               ]  29%  loss = 0.026
   543m: epoch 20 [#####               ]  29%  loss = 0.029
   543m: epoch 20 [######              ]  30%  loss = 0.029
   543m: epoch 20 [######              ]  30%  loss = 0.027
   543m: epoch 20 [######              ]  30%  loss = 0.030
   543m: epoch 20 [######              ]  31%  loss = 0.028
   543m: epoch 20 [######              ]  31%  loss = 0.029
   543m: epoch 20 [######              ]  32%  loss = 0.029
   543m: epoch 20 [######              ]  32%  loss = 0.027
   544m: epoch 20 [######              ]  32%  loss = 0.028
   544m: epoch 20 [######              ]  33%  loss = 0.030
   544m: epoch 20 [######              ]  33%  loss = 0.029
   544m: epoch 20 [######              ]  33%  loss = 0.027
   544m: epoch 20 [######              ]  34%  loss = 0.027
   544m: epoch 20 [######              ]  34%  loss = 0.026
   544m: epoch 20 [######              ]  34%  loss = 0.027
   544m: epoch 20 [#######             ]  35%  loss = 0.027
   544m: epoch 20 [#######             ]  35%  loss = 0.030
   544m: epoch 20 [#######             ]  35%  loss = 0.028
   544m: epoch 20 [#######             ]  36%  loss = 0.028
   545m: epoch 20 [#######             ]  36%  loss = 0.029
   545m: epoch 20 [#######             ]  36%  loss = 0.028
   545m: epoch 20 [#######             ]  37%  loss = 0.030
   545m: epoch 20 [#######             ]  37%  loss = 0.032
   545m: epoch 20 [#######             ]  37%  loss = 0.028
   545m: epoch 20 [#######             ]  38%  loss = 0.031
   545m: epoch 20 [#######             ]  38%  loss = 0.031
   545m: epoch 20 [#######             ]  38%  loss = 0.030
   545m: epoch 20 [#######             ]  39%  loss = 0.029
   545m: epoch 20 [#######             ]  39%  loss = 0.029
   546m: epoch 20 [#######             ]  39%  loss = 0.030
   546m: epoch 20 [########            ]  40%  loss = 0.028
   546m: epoch 20 [########            ]  40%  loss = 0.028
   546m: epoch 20 [########            ]  40%  loss = 0.028
   546m: epoch 20 [########            ]  41%  loss = 0.030
   546m: epoch 20 [########            ]  41%  loss = 0.027
   546m: epoch 20 [########            ]  41%  loss = 0.028
   546m: epoch 20 [########            ]  42%  loss = 0.029
   546m: epoch 20 [########            ]  42%  loss = 0.029
   546m: epoch 20 [########            ]  43%  loss = 0.029
   546m: epoch 20 [########            ]  43%  loss = 0.029
   547m: epoch 20 [########            ]  43%  loss = 0.028
   547m: epoch 20 [########            ]  44%  loss = 0.028
   547m: epoch 20 [########            ]  44%  loss = 0.029
   547m: epoch 20 [########            ]  44%  loss = 0.029
   547m: epoch 20 [#########           ]  45%  loss = 0.028
   547m: epoch 20 [#########           ]  45%  loss = 0.029
   547m: epoch 20 [#########           ]  45%  loss = 0.031
   547m: epoch 20 [#########           ]  46%  loss = 0.029
   547m: epoch 20 [#########           ]  46%  loss = 0.028
   547m: epoch 20 [#########           ]  46%  loss = 0.027
   547m: epoch 20 [#########           ]  47%  loss = 0.030
   548m: epoch 20 [#########           ]  47%  loss = 0.028
   548m: epoch 20 [#########           ]  47%  loss = 0.029
   548m: epoch 20 [#########           ]  48%  loss = 0.028
   548m: epoch 20 [#########           ]  48%  loss = 0.028
   548m: epoch 20 [#########           ]  48%  loss = 0.028
   548m: epoch 20 [#########           ]  49%  loss = 0.030
   548m: epoch 20 [#########           ]  49%  loss = 0.030
   548m: epoch 20 [#########           ]  49%  loss = 0.029
   548m: epoch 20 [##########          ]  50%  loss = 0.028
   548m: epoch 20 [##########          ]  50%  loss = 0.029
   548m: epoch 20 [##########          ]  50%  loss = 0.027
   549m: epoch 20 [##########          ]  51%  loss = 0.029
   549m: epoch 20 [##########          ]  51%  loss = 0.030
   549m: epoch 20 [##########          ]  51%  loss = 0.031
   549m: epoch 20 [##########          ]  52%  loss = 0.029
   549m: epoch 20 [##########          ]  52%  loss = 0.031
   549m: epoch 20 [##########          ]  53%  loss = 0.027
   549m: epoch 20 [##########          ]  53%  loss = 0.028
   549m: epoch 20 [##########          ]  53%  loss = 0.030
   549m: epoch 20 [##########          ]  54%  loss = 0.027
   549m: epoch 20 [##########          ]  54%  loss = 0.029
   550m: epoch 20 [##########          ]  54%  loss = 0.029
   550m: epoch 20 [###########         ]  55%  loss = 0.030
   550m: epoch 20 [###########         ]  55%  loss = 0.030
   550m: epoch 20 [###########         ]  55%  loss = 0.027
   550m: epoch 20 [###########         ]  56%  loss = 0.030
   550m: epoch 20 [###########         ]  56%  loss = 0.029
   550m: epoch 20 [###########         ]  56%  loss = 0.028
   550m: epoch 20 [###########         ]  57%  loss = 0.032
   550m: epoch 20 [###########         ]  57%  loss = 0.028
   550m: epoch 20 [###########         ]  57%  loss = 0.029
   550m: epoch 20 [###########         ]  58%  loss = 0.029
   551m: epoch 20 [###########         ]  58%  loss = 0.030
   551m: epoch 20 [###########         ]  58%  loss = 0.029
   551m: epoch 20 [###########         ]  59%  loss = 0.030
   551m: epoch 20 [###########         ]  59%  loss = 0.031
   551m: epoch 20 [###########         ]  59%  loss = 0.029
   551m: epoch 20 [############        ]  60%  loss = 0.028
   551m: epoch 20 [############        ]  60%  loss = 0.031
   551m: epoch 20 [############        ]  60%  loss = 0.030
   551m: epoch 20 [############        ]  61%  loss = 0.027
   551m: epoch 20 [############        ]  61%  loss = 0.030
   551m: epoch 20 [############        ]  61%  loss = 0.031
   552m: epoch 20 [############        ]  62%  loss = 0.028
   552m: epoch 20 [############        ]  62%  loss = 0.027
   552m: epoch 20 [############        ]  62%  loss = 0.031
   552m: epoch 20 [############        ]  63%  loss = 0.028
   552m: epoch 20 [############        ]  63%  loss = 0.032
   552m: epoch 20 [############        ]  64%  loss = 0.028
   552m: epoch 20 [############        ]  64%  loss = 0.026
   552m: epoch 20 [############        ]  64%  loss = 0.031
   552m: epoch 20 [#############       ]  65%  loss = 0.029
   552m: epoch 20 [#############       ]  65%  loss = 0.031
   552m: epoch 20 [#############       ]  65%  loss = 0.029
   553m: epoch 20 [#############       ]  66%  loss = 0.029
   553m: epoch 20 [#############       ]  66%  loss = 0.030
   553m: epoch 20 [#############       ]  66%  loss = 0.029
   553m: epoch 20 [#############       ]  67%  loss = 0.032
   553m: epoch 20 [#############       ]  67%  loss = 0.030
   553m: epoch 20 [#############       ]  67%  loss = 0.030
   553m: epoch 20 [#############       ]  68%  loss = 0.029
   553m: epoch 20 [#############       ]  68%  loss = 0.030
   553m: epoch 20 [#############       ]  68%  loss = 0.031
   553m: epoch 20 [#############       ]  69%  loss = 0.031
   554m: epoch 20 [#############       ]  69%  loss = 0.029
   554m: epoch 20 [#############       ]  69%  loss = 0.032
   554m: epoch 20 [##############      ]  70%  loss = 0.030
   554m: epoch 20 [##############      ]  70%  loss = 0.031
   554m: epoch 20 [##############      ]  70%  loss = 0.028
   554m: epoch 20 [##############      ]  71%  loss = 0.029
   554m: epoch 20 [##############      ]  71%  loss = 0.028
   554m: epoch 20 [##############      ]  71%  loss = 0.030
   554m: epoch 20 [##############      ]  72%  loss = 0.027
   554m: epoch 20 [##############      ]  72%  loss = 0.028
   554m: epoch 20 [##############      ]  72%  loss = 0.030
   555m: epoch 20 [##############      ]  73%  loss = 0.030
   555m: epoch 20 [##############      ]  73%  loss = 0.029
   555m: epoch 20 [##############      ]  74%  loss = 0.029
   555m: epoch 20 [##############      ]  74%  loss = 0.029
   555m: epoch 20 [##############      ]  74%  loss = 0.031
   555m: epoch 20 [###############     ]  75%  loss = 0.031
   555m: epoch 20 [###############     ]  75%  loss = 0.030
   555m: epoch 20 [###############     ]  75%  loss = 0.028
   555m: epoch 20 [###############     ]  76%  loss = 0.029
   555m: epoch 20 [###############     ]  76%  loss = 0.029
   556m: epoch 20 [###############     ]  76%  loss = 0.031
   556m: epoch 20 [###############     ]  77%  loss = 0.029
   556m: epoch 20 [###############     ]  77%  loss = 0.031
   556m: epoch 20 [###############     ]  77%  loss = 0.030
   556m: epoch 20 [###############     ]  78%  loss = 0.029
   556m: epoch 20 [###############     ]  78%  loss = 0.028
   556m: epoch 20 [###############     ]  78%  loss = 0.032
   556m: epoch 20 [###############     ]  79%  loss = 0.031
   556m: epoch 20 [###############     ]  79%  loss = 0.030
   556m: epoch 20 [###############     ]  79%  loss = 0.029
   556m: epoch 20 [################    ]  80%  loss = 0.029
   557m: epoch 20 [################    ]  80%  loss = 0.030
   557m: epoch 20 [################    ]  80%  loss = 0.031
   557m: epoch 20 [################    ]  81%  loss = 0.032
   557m: epoch 20 [################    ]  81%  loss = 0.032
   557m: epoch 20 [################    ]  81%  loss = 0.029
   557m: epoch 20 [################    ]  82%  loss = 0.030
   557m: epoch 20 [################    ]  82%  loss = 0.031
   557m: epoch 20 [################    ]  82%  loss = 0.029
   557m: epoch 20 [################    ]  83%  loss = 0.029
   557m: epoch 20 [################    ]  83%  loss = 0.030
   558m: epoch 20 [################    ]  83%  loss = 0.030
   558m: epoch 20 [################    ]  84%  loss = 0.028
   558m: epoch 20 [################    ]  84%  loss = 0.031
   558m: epoch 20 [#################   ]  85%  loss = 0.030
   558m: epoch 20 [#################   ]  85%  loss = 0.030
   558m: epoch 20 [#################   ]  85%  loss = 0.029
   558m: epoch 20 [#################   ]  86%  loss = 0.029
   558m: epoch 20 [#################   ]  86%  loss = 0.030
   558m: epoch 20 [#################   ]  86%  loss = 0.031
   558m: epoch 20 [#################   ]  87%  loss = 0.030
   559m: epoch 20 [#################   ]  87%  loss = 0.030
   559m: epoch 20 [#################   ]  87%  loss = 0.031
   559m: epoch 20 [#################   ]  88%  loss = 0.030
   559m: epoch 20 [#################   ]  88%  loss = 0.028
   559m: epoch 20 [#################   ]  88%  loss = 0.030
   559m: epoch 20 [#################   ]  89%  loss = 0.029
   559m: epoch 20 [#################   ]  89%  loss = 0.030
   559m: epoch 20 [#################   ]  89%  loss = 0.029
   559m: epoch 20 [##################  ]  90%  loss = 0.032
   559m: epoch 20 [##################  ]  90%  loss = 0.030
   560m: epoch 20 [##################  ]  90%  loss = 0.031
   560m: epoch 20 [##################  ]  91%  loss = 0.028
   560m: epoch 20 [##################  ]  91%  loss = 0.030
   560m: epoch 20 [##################  ]  91%  loss = 0.031
   560m: epoch 20 [##################  ]  92%  loss = 0.030
   560m: epoch 20 [##################  ]  92%  loss = 0.031
   560m: epoch 20 [##################  ]  92%  loss = 0.029
   560m: epoch 20 [##################  ]  93%  loss = 0.033
   560m: epoch 20 [##################  ]  93%  loss = 0.031
   560m: epoch 20 [##################  ]  93%  loss = 0.031
   561m: epoch 20 [##################  ]  94%  loss = 0.029
   561m: epoch 20 [##################  ]  94%  loss = 0.030
   561m: epoch 20 [##################  ]  94%  loss = 0.032
   561m: epoch 20 [################### ]  95%  loss = 0.031
   561m: epoch 20 [################### ]  95%  loss = 0.029
   561m: epoch 20 [################### ]  96%  loss = 0.033
   561m: epoch 20 [################### ]  96%  loss = 0.030
   561m: epoch 20 [################### ]  96%  loss = 0.029
   561m: epoch 20 [################### ]  97%  loss = 0.030
   561m: epoch 20 [################### ]  97%  loss = 0.033
   561m: epoch 20 [################### ]  97%  loss = 0.031
   562m: epoch 20 [################### ]  98%  loss = 0.031
   562m: epoch 20 [################### ]  98%  loss = 0.030
   562m: epoch 20 [################### ]  98%  loss = 0.030
   562m: epoch 20 [################### ]  99%  loss = 0.031
   562m: epoch 20 [################### ]  99%  loss = 0.027
   562m: epoch 20 [################### ]  99%  loss = 0.029
562m: epoch 20 [####################]  100%  loss = 0.029
epoch 20 complete, loss = 0.029
model saved as token_classification_split_3_20_0.029
   562m: epoch 21 [                    ]  0%  loss = ...
   562m: epoch 21 [                    ]  0%  loss = 0.025
   562m: epoch 21 [                    ]  0%  loss = 0.026
   562m: epoch 21 [                    ]  1%  loss = 0.027
   563m: epoch 21 [                    ]  1%  loss = 0.025
   563m: epoch 21 [                    ]  1%  loss = 0.026
   563m: epoch 21 [                    ]  2%  loss = 0.024
   563m: epoch 21 [                    ]  2%  loss = 0.026
   563m: epoch 21 [                    ]  2%  loss = 0.026
   563m: epoch 21 [                    ]  3%  loss = 0.026
   563m: epoch 21 [                    ]  3%  loss = 0.026
   563m: epoch 21 [                    ]  3%  loss = 0.026
   563m: epoch 21 [                    ]  4%  loss = 0.027
   563m: epoch 21 [                    ]  4%  loss = 0.026
   563m: epoch 21 [                    ]  4%  loss = 0.028
   564m: epoch 21 [#                   ]  5%  loss = 0.028
   564m: epoch 21 [#                   ]  5%  loss = 0.026
   564m: epoch 21 [#                   ]  5%  loss = 0.027
   564m: epoch 21 [#                   ]  6%  loss = 0.026
   564m: epoch 21 [#                   ]  6%  loss = 0.025
   564m: epoch 21 [#                   ]  6%  loss = 0.026
   564m: epoch 21 [#                   ]  7%  loss = 0.027
   564m: epoch 21 [#                   ]  7%  loss = 0.027
   564m: epoch 21 [#                   ]  7%  loss = 0.028
   564m: epoch 21 [#                   ]  8%  loss = 0.027
   564m: epoch 21 [#                   ]  8%  loss = 0.027
   565m: epoch 21 [#                   ]  8%  loss = 0.026
   565m: epoch 21 [#                   ]  9%  loss = 0.029
   565m: epoch 21 [#                   ]  9%  loss = 0.026
   565m: epoch 21 [#                   ]  9%  loss = 0.028
   565m: epoch 21 [##                  ]  10%  loss = 0.026
   565m: epoch 21 [##                  ]  10%  loss = 0.026
   565m: epoch 21 [##                  ]  11%  loss = 0.028
   565m: epoch 21 [##                  ]  11%  loss = 0.027
   565m: epoch 21 [##                  ]  11%  loss = 0.028
   565m: epoch 21 [##                  ]  12%  loss = 0.027
   565m: epoch 21 [##                  ]  12%  loss = 0.028
   566m: epoch 21 [##                  ]  12%  loss = 0.026
   566m: epoch 21 [##                  ]  13%  loss = 0.027
   566m: epoch 21 [##                  ]  13%  loss = 0.026
   566m: epoch 21 [##                  ]  13%  loss = 0.028
   566m: epoch 21 [##                  ]  14%  loss = 0.026
   566m: epoch 21 [##                  ]  14%  loss = 0.026
   566m: epoch 21 [##                  ]  14%  loss = 0.028
   566m: epoch 21 [###                 ]  15%  loss = 0.029
   566m: epoch 21 [###                 ]  15%  loss = 0.027
   566m: epoch 21 [###                 ]  15%  loss = 0.026
   567m: epoch 21 [###                 ]  16%  loss = 0.026
   567m: epoch 21 [###                 ]  16%  loss = 0.027
   567m: epoch 21 [###                 ]  16%  loss = 0.028
   567m: epoch 21 [###                 ]  17%  loss = 0.026
   567m: epoch 21 [###                 ]  17%  loss = 0.027
   567m: epoch 21 [###                 ]  17%  loss = 0.026
   567m: epoch 21 [###                 ]  18%  loss = 0.027
   567m: epoch 21 [###                 ]  18%  loss = 0.028
   567m: epoch 21 [###                 ]  18%  loss = 0.027
   567m: epoch 21 [###                 ]  19%  loss = 0.028
   567m: epoch 21 [###                 ]  19%  loss = 0.028
   568m: epoch 21 [###                 ]  19%  loss = 0.027
   568m: epoch 21 [####                ]  20%  loss = 0.027
   568m: epoch 21 [####                ]  20%  loss = 0.028
   568m: epoch 21 [####                ]  20%  loss = 0.027
   568m: epoch 21 [####                ]  21%  loss = 0.027
   568m: epoch 21 [####                ]  21%  loss = 0.030
   568m: epoch 21 [####                ]  22%  loss = 0.028
   568m: epoch 21 [####                ]  22%  loss = 0.028
   568m: epoch 21 [####                ]  22%  loss = 0.027
   568m: epoch 21 [####                ]  23%  loss = 0.029
   568m: epoch 21 [####                ]  23%  loss = 0.028
   569m: epoch 21 [####                ]  23%  loss = 0.030
   569m: epoch 21 [####                ]  24%  loss = 0.027
   569m: epoch 21 [####                ]  24%  loss = 0.026
   569m: epoch 21 [####                ]  24%  loss = 0.028
   569m: epoch 21 [#####               ]  25%  loss = 0.026
   569m: epoch 21 [#####               ]  25%  loss = 0.028
   569m: epoch 21 [#####               ]  25%  loss = 0.028
   569m: epoch 21 [#####               ]  26%  loss = 0.028
   569m: epoch 21 [#####               ]  26%  loss = 0.029
   569m: epoch 21 [#####               ]  26%  loss = 0.028
   569m: epoch 21 [#####               ]  27%  loss = 0.027
   570m: epoch 21 [#####               ]  27%  loss = 0.029
   570m: epoch 21 [#####               ]  27%  loss = 0.029
   570m: epoch 21 [#####               ]  28%  loss = 0.028
   570m: epoch 21 [#####               ]  28%  loss = 0.028
   570m: epoch 21 [#####               ]  28%  loss = 0.028
   570m: epoch 21 [#####               ]  29%  loss = 0.027
   570m: epoch 21 [#####               ]  29%  loss = 0.027
   570m: epoch 21 [#####               ]  29%  loss = 0.028
   570m: epoch 21 [######              ]  30%  loss = 0.029
   570m: epoch 21 [######              ]  30%  loss = 0.028
   571m: epoch 21 [######              ]  30%  loss = 0.027
   571m: epoch 21 [######              ]  31%  loss = 0.027
   571m: epoch 21 [######              ]  31%  loss = 0.025
   571m: epoch 21 [######              ]  32%  loss = 0.028
   571m: epoch 21 [######              ]  32%  loss = 0.029
   571m: epoch 21 [######              ]  32%  loss = 0.029
   571m: epoch 21 [######              ]  33%  loss = 0.029
   571m: epoch 21 [######              ]  33%  loss = 0.028
   571m: epoch 21 [######              ]  33%  loss = 0.029
   571m: epoch 21 [######              ]  34%  loss = 0.028
   571m: epoch 21 [######              ]  34%  loss = 0.028
   572m: epoch 21 [######              ]  34%  loss = 0.027
   572m: epoch 21 [#######             ]  35%  loss = 0.028
   572m: epoch 21 [#######             ]  35%  loss = 0.027
   572m: epoch 21 [#######             ]  35%  loss = 0.026
   572m: epoch 21 [#######             ]  36%  loss = 0.028
   572m: epoch 21 [#######             ]  36%  loss = 0.028
   572m: epoch 21 [#######             ]  36%  loss = 0.029
   572m: epoch 21 [#######             ]  37%  loss = 0.029
   572m: epoch 21 [#######             ]  37%  loss = 0.029
   572m: epoch 21 [#######             ]  37%  loss = 0.029
   572m: epoch 21 [#######             ]  38%  loss = 0.027
   573m: epoch 21 [#######             ]  38%  loss = 0.031
   573m: epoch 21 [#######             ]  38%  loss = 0.028
   573m: epoch 21 [#######             ]  39%  loss = 0.028
   573m: epoch 21 [#######             ]  39%  loss = 0.027
   573m: epoch 21 [#######             ]  39%  loss = 0.026
   573m: epoch 21 [########            ]  40%  loss = 0.028
   573m: epoch 21 [########            ]  40%  loss = 0.030
   573m: epoch 21 [########            ]  40%  loss = 0.027
   573m: epoch 21 [########            ]  41%  loss = 0.026
   573m: epoch 21 [########            ]  41%  loss = 0.029
   573m: epoch 21 [########            ]  41%  loss = 0.029
   574m: epoch 21 [########            ]  42%  loss = 0.028
   574m: epoch 21 [########            ]  42%  loss = 0.027
   574m: epoch 21 [########            ]  43%  loss = 0.028
   574m: epoch 21 [########            ]  43%  loss = 0.030
   574m: epoch 21 [########            ]  43%  loss = 0.028
   574m: epoch 21 [########            ]  44%  loss = 0.030
   574m: epoch 21 [########            ]  44%  loss = 0.027
   574m: epoch 21 [########            ]  44%  loss = 0.029
   574m: epoch 21 [#########           ]  45%  loss = 0.027
   574m: epoch 21 [#########           ]  45%  loss = 0.026
   575m: epoch 21 [#########           ]  45%  loss = 0.027
   575m: epoch 21 [#########           ]  46%  loss = 0.027
   575m: epoch 21 [#########           ]  46%  loss = 0.028
   575m: epoch 21 [#########           ]  46%  loss = 0.029
   575m: epoch 21 [#########           ]  47%  loss = 0.029
   575m: epoch 21 [#########           ]  47%  loss = 0.027
   575m: epoch 21 [#########           ]  47%  loss = 0.028
   575m: epoch 21 [#########           ]  48%  loss = 0.029
   575m: epoch 21 [#########           ]  48%  loss = 0.030
   575m: epoch 21 [#########           ]  48%  loss = 0.030
   575m: epoch 21 [#########           ]  49%  loss = 0.029
   576m: epoch 21 [#########           ]  49%  loss = 0.028
   576m: epoch 21 [#########           ]  49%  loss = 0.028
   576m: epoch 21 [##########          ]  50%  loss = 0.027
   576m: epoch 21 [##########          ]  50%  loss = 0.031
   576m: epoch 21 [##########          ]  50%  loss = 0.029
   576m: epoch 21 [##########          ]  51%  loss = 0.027
   576m: epoch 21 [##########          ]  51%  loss = 0.028
   576m: epoch 21 [##########          ]  51%  loss = 0.028
   576m: epoch 21 [##########          ]  52%  loss = 0.029
   576m: epoch 21 [##########          ]  52%  loss = 0.029
   576m: epoch 21 [##########          ]  53%  loss = 0.029
   577m: epoch 21 [##########          ]  53%  loss = 0.029
   577m: epoch 21 [##########          ]  53%  loss = 0.029
   577m: epoch 21 [##########          ]  54%  loss = 0.028
   577m: epoch 21 [##########          ]  54%  loss = 0.029
   577m: epoch 21 [##########          ]  54%  loss = 0.031
   577m: epoch 21 [###########         ]  55%  loss = 0.028
   577m: epoch 21 [###########         ]  55%  loss = 0.028
   577m: epoch 21 [###########         ]  55%  loss = 0.031
   577m: epoch 21 [###########         ]  56%  loss = 0.030
   577m: epoch 21 [###########         ]  56%  loss = 0.028
   577m: epoch 21 [###########         ]  56%  loss = 0.030
   578m: epoch 21 [###########         ]  57%  loss = 0.028
   578m: epoch 21 [###########         ]  57%  loss = 0.030
   578m: epoch 21 [###########         ]  57%  loss = 0.030
   578m: epoch 21 [###########         ]  58%  loss = 0.028
   578m: epoch 21 [###########         ]  58%  loss = 0.028
   578m: epoch 21 [###########         ]  58%  loss = 0.030
   578m: epoch 21 [###########         ]  59%  loss = 0.030
   578m: epoch 21 [###########         ]  59%  loss = 0.028
   578m: epoch 21 [###########         ]  59%  loss = 0.029
   578m: epoch 21 [############        ]  60%  loss = 0.031
   579m: epoch 21 [############        ]  60%  loss = 0.028
   579m: epoch 21 [############        ]  60%  loss = 0.030
   579m: epoch 21 [############        ]  61%  loss = 0.030
   579m: epoch 21 [############        ]  61%  loss = 0.029
   579m: epoch 21 [############        ]  61%  loss = 0.029
   579m: epoch 21 [############        ]  62%  loss = 0.028
   579m: epoch 21 [############        ]  62%  loss = 0.028
   579m: epoch 21 [############        ]  62%  loss = 0.029
   579m: epoch 21 [############        ]  63%  loss = 0.030
   579m: epoch 21 [############        ]  63%  loss = 0.031
   579m: epoch 21 [############        ]  64%  loss = 0.030
   580m: epoch 21 [############        ]  64%  loss = 0.027
   580m: epoch 21 [############        ]  64%  loss = 0.029
   580m: epoch 21 [#############       ]  65%  loss = 0.030
   580m: epoch 21 [#############       ]  65%  loss = 0.032
   580m: epoch 21 [#############       ]  65%  loss = 0.029
   580m: epoch 21 [#############       ]  66%  loss = 0.029
   580m: epoch 21 [#############       ]  66%  loss = 0.028
   580m: epoch 21 [#############       ]  66%  loss = 0.029
   580m: epoch 21 [#############       ]  67%  loss = 0.028
   580m: epoch 21 [#############       ]  67%  loss = 0.027
   580m: epoch 21 [#############       ]  67%  loss = 0.029
   581m: epoch 21 [#############       ]  68%  loss = 0.030
   581m: epoch 21 [#############       ]  68%  loss = 0.030
   581m: epoch 21 [#############       ]  68%  loss = 0.029
   581m: epoch 21 [#############       ]  69%  loss = 0.028
   581m: epoch 21 [#############       ]  69%  loss = 0.030
   581m: epoch 21 [#############       ]  69%  loss = 0.030
   581m: epoch 21 [##############      ]  70%  loss = 0.031
   581m: epoch 21 [##############      ]  70%  loss = 0.031
   581m: epoch 21 [##############      ]  70%  loss = 0.029
   581m: epoch 21 [##############      ]  71%  loss = 0.030
   582m: epoch 21 [##############      ]  71%  loss = 0.027
   582m: epoch 21 [##############      ]  71%  loss = 0.028
   582m: epoch 21 [##############      ]  72%  loss = 0.028
   582m: epoch 21 [##############      ]  72%  loss = 0.030
   582m: epoch 21 [##############      ]  72%  loss = 0.029
   582m: epoch 21 [##############      ]  73%  loss = 0.029
   582m: epoch 21 [##############      ]  73%  loss = 0.029
   582m: epoch 21 [##############      ]  74%  loss = 0.031
   582m: epoch 21 [##############      ]  74%  loss = 0.029
   582m: epoch 21 [##############      ]  74%  loss = 0.028
   582m: epoch 21 [###############     ]  75%  loss = 0.030
   583m: epoch 21 [###############     ]  75%  loss = 0.029
   583m: epoch 21 [###############     ]  75%  loss = 0.029
   583m: epoch 21 [###############     ]  76%  loss = 0.029
   583m: epoch 21 [###############     ]  76%  loss = 0.029
   583m: epoch 21 [###############     ]  76%  loss = 0.028
   583m: epoch 21 [###############     ]  77%  loss = 0.031
   583m: epoch 21 [###############     ]  77%  loss = 0.029
   583m: epoch 21 [###############     ]  77%  loss = 0.028
   583m: epoch 21 [###############     ]  78%  loss = 0.029
   583m: epoch 21 [###############     ]  78%  loss = 0.031
   583m: epoch 21 [###############     ]  78%  loss = 0.029
   584m: epoch 21 [###############     ]  79%  loss = 0.028
   584m: epoch 21 [###############     ]  79%  loss = 0.029
   584m: epoch 21 [###############     ]  79%  loss = 0.030
   584m: epoch 21 [################    ]  80%  loss = 0.028
   584m: epoch 21 [################    ]  80%  loss = 0.029
   584m: epoch 21 [################    ]  80%  loss = 0.029
   584m: epoch 21 [################    ]  81%  loss = 0.028
   584m: epoch 21 [################    ]  81%  loss = 0.031
   584m: epoch 21 [################    ]  81%  loss = 0.030
   584m: epoch 21 [################    ]  82%  loss = 0.030
   585m: epoch 21 [################    ]  82%  loss = 0.030
   585m: epoch 21 [################    ]  82%  loss = 0.027
   585m: epoch 21 [################    ]  83%  loss = 0.027
   585m: epoch 21 [################    ]  83%  loss = 0.030
   585m: epoch 21 [################    ]  83%  loss = 0.028
   585m: epoch 21 [################    ]  84%  loss = 0.029
   585m: epoch 21 [################    ]  84%  loss = 0.029
   585m: epoch 21 [#################   ]  85%  loss = 0.029
   585m: epoch 21 [#################   ]  85%  loss = 0.029
   585m: epoch 21 [#################   ]  85%  loss = 0.030
   585m: epoch 21 [#################   ]  86%  loss = 0.028
   586m: epoch 21 [#################   ]  86%  loss = 0.031
   586m: epoch 21 [#################   ]  86%  loss = 0.029
   586m: epoch 21 [#################   ]  87%  loss = 0.028
   586m: epoch 21 [#################   ]  87%  loss = 0.029
   586m: epoch 21 [#################   ]  87%  loss = 0.030
   586m: epoch 21 [#################   ]  88%  loss = 0.030
   586m: epoch 21 [#################   ]  88%  loss = 0.028
   586m: epoch 21 [#################   ]  88%  loss = 0.030
   586m: epoch 21 [#################   ]  89%  loss = 0.031
   586m: epoch 21 [#################   ]  89%  loss = 0.027
   587m: epoch 21 [#################   ]  89%  loss = 0.029
   587m: epoch 21 [##################  ]  90%  loss = 0.031
   587m: epoch 21 [##################  ]  90%  loss = 0.026
   587m: epoch 21 [##################  ]  90%  loss = 0.028
   587m: epoch 21 [##################  ]  91%  loss = 0.028
   587m: epoch 21 [##################  ]  91%  loss = 0.028
   587m: epoch 21 [##################  ]  91%  loss = 0.030
   587m: epoch 21 [##################  ]  92%  loss = 0.029
   587m: epoch 21 [##################  ]  92%  loss = 0.029
   587m: epoch 21 [##################  ]  92%  loss = 0.030
   587m: epoch 21 [##################  ]  93%  loss = 0.029
   588m: epoch 21 [##################  ]  93%  loss = 0.028
   588m: epoch 21 [##################  ]  93%  loss = 0.031
   588m: epoch 21 [##################  ]  94%  loss = 0.031
   588m: epoch 21 [##################  ]  94%  loss = 0.031
   588m: epoch 21 [##################  ]  94%  loss = 0.027
   588m: epoch 21 [################### ]  95%  loss = 0.029
   588m: epoch 21 [################### ]  95%  loss = 0.029
   588m: epoch 21 [################### ]  96%  loss = 0.031
   588m: epoch 21 [################### ]  96%  loss = 0.030
   588m: epoch 21 [################### ]  96%  loss = 0.028
   588m: epoch 21 [################### ]  97%  loss = 0.029
   589m: epoch 21 [################### ]  97%  loss = 0.029
   589m: epoch 21 [################### ]  97%  loss = 0.029
   589m: epoch 21 [################### ]  98%  loss = 0.028
   589m: epoch 21 [################### ]  98%  loss = 0.031
   589m: epoch 21 [################### ]  98%  loss = 0.029
   589m: epoch 21 [################### ]  99%  loss = 0.029
   589m: epoch 21 [################### ]  99%  loss = 0.030
   589m: epoch 21 [################### ]  99%  loss = 0.030
589m: epoch 21 [####################]  100%  loss = 0.030
epoch 21 complete, loss = 0.030
model saved as token_classification_split_3_21_0.03
   589m: epoch 22 [                    ]  0%  loss = ...
   589m: epoch 22 [                    ]  0%  loss = 0.025
   590m: epoch 22 [                    ]  0%  loss = 0.028
   590m: epoch 22 [                    ]  1%  loss = 0.025
   590m: epoch 22 [                    ]  1%  loss = 0.027
   590m: epoch 22 [                    ]  1%  loss = 0.028
   590m: epoch 22 [                    ]  2%  loss = 0.025
   590m: epoch 22 [                    ]  2%  loss = 0.024
   590m: epoch 22 [                    ]  2%  loss = 0.025
   590m: epoch 22 [                    ]  3%  loss = 0.026
   590m: epoch 22 [                    ]  3%  loss = 0.027
   590m: epoch 22 [                    ]  3%  loss = 0.024
   590m: epoch 22 [                    ]  4%  loss = 0.027
   591m: epoch 22 [                    ]  4%  loss = 0.026
   591m: epoch 22 [                    ]  4%  loss = 0.026
   591m: epoch 22 [#                   ]  5%  loss = 0.026
   591m: epoch 22 [#                   ]  5%  loss = 0.025
   591m: epoch 22 [#                   ]  5%  loss = 0.025
   591m: epoch 22 [#                   ]  6%  loss = 0.026
   591m: epoch 22 [#                   ]  6%  loss = 0.026
   591m: epoch 22 [#                   ]  6%  loss = 0.028
   591m: epoch 22 [#                   ]  7%  loss = 0.025
   591m: epoch 22 [#                   ]  7%  loss = 0.026
   592m: epoch 22 [#                   ]  7%  loss = 0.026
   592m: epoch 22 [#                   ]  8%  loss = 0.025
   592m: epoch 22 [#                   ]  8%  loss = 0.027
   592m: epoch 22 [#                   ]  8%  loss = 0.026
   592m: epoch 22 [#                   ]  9%  loss = 0.027
   592m: epoch 22 [#                   ]  9%  loss = 0.026
   592m: epoch 22 [#                   ]  9%  loss = 0.027
   592m: epoch 22 [##                  ]  10%  loss = 0.027
   592m: epoch 22 [##                  ]  10%  loss = 0.027
   592m: epoch 22 [##                  ]  11%  loss = 0.028
   592m: epoch 22 [##                  ]  11%  loss = 0.028
   593m: epoch 22 [##                  ]  11%  loss = 0.027
   593m: epoch 22 [##                  ]  12%  loss = 0.025
   593m: epoch 22 [##                  ]  12%  loss = 0.027
   593m: epoch 22 [##                  ]  12%  loss = 0.025
   593m: epoch 22 [##                  ]  13%  loss = 0.028
   593m: epoch 22 [##                  ]  13%  loss = 0.029
   593m: epoch 22 [##                  ]  13%  loss = 0.027
   593m: epoch 22 [##                  ]  14%  loss = 0.027
   593m: epoch 22 [##                  ]  14%  loss = 0.028
   593m: epoch 22 [##                  ]  14%  loss = 0.026
   593m: epoch 22 [###                 ]  15%  loss = 0.027
   594m: epoch 22 [###                 ]  15%  loss = 0.026
   594m: epoch 22 [###                 ]  15%  loss = 0.026
   594m: epoch 22 [###                 ]  16%  loss = 0.027
   594m: epoch 22 [###                 ]  16%  loss = 0.027
   594m: epoch 22 [###                 ]  16%  loss = 0.026
   594m: epoch 22 [###                 ]  17%  loss = 0.026
   594m: epoch 22 [###                 ]  17%  loss = 0.025
   594m: epoch 22 [###                 ]  17%  loss = 0.027
   594m: epoch 22 [###                 ]  18%  loss = 0.027
   594m: epoch 22 [###                 ]  18%  loss = 0.027
   595m: epoch 22 [###                 ]  18%  loss = 0.027
   595m: epoch 22 [###                 ]  19%  loss = 0.025
   595m: epoch 22 [###                 ]  19%  loss = 0.026
   595m: epoch 22 [###                 ]  19%  loss = 0.028
   595m: epoch 22 [####                ]  20%  loss = 0.027
   595m: epoch 22 [####                ]  20%  loss = 0.027
   595m: epoch 22 [####                ]  20%  loss = 0.028
   595m: epoch 22 [####                ]  21%  loss = 0.027
   595m: epoch 22 [####                ]  21%  loss = 0.027
   595m: epoch 22 [####                ]  22%  loss = 0.028
   595m: epoch 22 [####                ]  22%  loss = 0.028
   596m: epoch 22 [####                ]  22%  loss = 0.027
   596m: epoch 22 [####                ]  23%  loss = 0.027
   596m: epoch 22 [####                ]  23%  loss = 0.027
   596m: epoch 22 [####                ]  23%  loss = 0.028
   596m: epoch 22 [####                ]  24%  loss = 0.026
   596m: epoch 22 [####                ]  24%  loss = 0.028
   596m: epoch 22 [####                ]  24%  loss = 0.025
   596m: epoch 22 [#####               ]  25%  loss = 0.029
   596m: epoch 22 [#####               ]  25%  loss = 0.029
   596m: epoch 22 [#####               ]  25%  loss = 0.026
   597m: epoch 22 [#####               ]  26%  loss = 0.028
   597m: epoch 22 [#####               ]  26%  loss = 0.028
   597m: epoch 22 [#####               ]  26%  loss = 0.028
   597m: epoch 22 [#####               ]  27%  loss = 0.026
   597m: epoch 22 [#####               ]  27%  loss = 0.027
   597m: epoch 22 [#####               ]  27%  loss = 0.026
   597m: epoch 22 [#####               ]  28%  loss = 0.027
   597m: epoch 22 [#####               ]  28%  loss = 0.027
   597m: epoch 22 [#####               ]  28%  loss = 0.027
   597m: epoch 22 [#####               ]  29%  loss = 0.029
   597m: epoch 22 [#####               ]  29%  loss = 0.027
   598m: epoch 22 [#####               ]  29%  loss = 0.025
   598m: epoch 22 [######              ]  30%  loss = 0.025
   598m: epoch 22 [######              ]  30%  loss = 0.029
   598m: epoch 22 [######              ]  30%  loss = 0.028
   598m: epoch 22 [######              ]  31%  loss = 0.027
   598m: epoch 22 [######              ]  31%  loss = 0.027
   598m: epoch 22 [######              ]  32%  loss = 0.028
   598m: epoch 22 [######              ]  32%  loss = 0.027
   598m: epoch 22 [######              ]  32%  loss = 0.027
   598m: epoch 22 [######              ]  33%  loss = 0.028
   599m: epoch 22 [######              ]  33%  loss = 0.028
   599m: epoch 22 [######              ]  33%  loss = 0.026
   599m: epoch 22 [######              ]  34%  loss = 0.026
   599m: epoch 22 [######              ]  34%  loss = 0.028
   599m: epoch 22 [######              ]  34%  loss = 0.027
   599m: epoch 22 [#######             ]  35%  loss = 0.028
   599m: epoch 22 [#######             ]  35%  loss = 0.027
   599m: epoch 22 [#######             ]  35%  loss = 0.027
   599m: epoch 22 [#######             ]  36%  loss = 0.029
   599m: epoch 22 [#######             ]  36%  loss = 0.027
   599m: epoch 22 [#######             ]  36%  loss = 0.028
   600m: epoch 22 [#######             ]  37%  loss = 0.028
   600m: epoch 22 [#######             ]  37%  loss = 0.028
   600m: epoch 22 [#######             ]  37%  loss = 0.028
   600m: epoch 22 [#######             ]  38%  loss = 0.029
   600m: epoch 22 [#######             ]  38%  loss = 0.028
   600m: epoch 22 [#######             ]  38%  loss = 0.028
   600m: epoch 22 [#######             ]  39%  loss = 0.027
   600m: epoch 22 [#######             ]  39%  loss = 0.028
   600m: epoch 22 [#######             ]  39%  loss = 0.027
   600m: epoch 22 [########            ]  40%  loss = 0.028
   600m: epoch 22 [########            ]  40%  loss = 0.029
   601m: epoch 22 [########            ]  40%  loss = 0.026
   601m: epoch 22 [########            ]  41%  loss = 0.028
   601m: epoch 22 [########            ]  41%  loss = 0.027
   601m: epoch 22 [########            ]  41%  loss = 0.029
   601m: epoch 22 [########            ]  42%  loss = 0.028
   601m: epoch 22 [########            ]  42%  loss = 0.026
   601m: epoch 22 [########            ]  43%  loss = 0.028
   601m: epoch 22 [########            ]  43%  loss = 0.027
   601m: epoch 22 [########            ]  43%  loss = 0.028
   601m: epoch 22 [########            ]  44%  loss = 0.027
   602m: epoch 22 [########            ]  44%  loss = 0.028
   602m: epoch 22 [########            ]  44%  loss = 0.026
   602m: epoch 22 [#########           ]  45%  loss = 0.028
   602m: epoch 22 [#########           ]  45%  loss = 0.028
   602m: epoch 22 [#########           ]  45%  loss = 0.027
   602m: epoch 22 [#########           ]  46%  loss = 0.026
   602m: epoch 22 [#########           ]  46%  loss = 0.027
   602m: epoch 22 [#########           ]  46%  loss = 0.027
   602m: epoch 22 [#########           ]  47%  loss = 0.028
   602m: epoch 22 [#########           ]  47%  loss = 0.026
   602m: epoch 22 [#########           ]  47%  loss = 0.027
   603m: epoch 22 [#########           ]  48%  loss = 0.028
   603m: epoch 22 [#########           ]  48%  loss = 0.028
   603m: epoch 22 [#########           ]  48%  loss = 0.028
   603m: epoch 22 [#########           ]  49%  loss = 0.027
   603m: epoch 22 [#########           ]  49%  loss = 0.031
   603m: epoch 22 [#########           ]  49%  loss = 0.028
   603m: epoch 22 [##########          ]  50%  loss = 0.028
   603m: epoch 22 [##########          ]  50%  loss = 0.029
   603m: epoch 22 [##########          ]  50%  loss = 0.030
   603m: epoch 22 [##########          ]  51%  loss = 0.028
   604m: epoch 22 [##########          ]  51%  loss = 0.030
   604m: epoch 22 [##########          ]  51%  loss = 0.029
   604m: epoch 22 [##########          ]  52%  loss = 0.027
   604m: epoch 22 [##########          ]  52%  loss = 0.027
   604m: epoch 22 [##########          ]  53%  loss = 0.028
   604m: epoch 22 [##########          ]  53%  loss = 0.027
   604m: epoch 22 [##########          ]  53%  loss = 0.026
   604m: epoch 22 [##########          ]  54%  loss = 0.028
   604m: epoch 22 [##########          ]  54%  loss = 0.029
   604m: epoch 22 [##########          ]  54%  loss = 0.028
   604m: epoch 22 [###########         ]  55%  loss = 0.027
   605m: epoch 22 [###########         ]  55%  loss = 0.028
   605m: epoch 22 [###########         ]  55%  loss = 0.028
   605m: epoch 22 [###########         ]  56%  loss = 0.026
   605m: epoch 22 [###########         ]  56%  loss = 0.028
   605m: epoch 22 [###########         ]  56%  loss = 0.028
   605m: epoch 22 [###########         ]  57%  loss = 0.029
   605m: epoch 22 [###########         ]  57%  loss = 0.028
   605m: epoch 22 [###########         ]  57%  loss = 0.028
   605m: epoch 22 [###########         ]  58%  loss = 0.030
   605m: epoch 22 [###########         ]  58%  loss = 0.027
   605m: epoch 22 [###########         ]  58%  loss = 0.029
   606m: epoch 22 [###########         ]  59%  loss = 0.031
   606m: epoch 22 [###########         ]  59%  loss = 0.028
   606m: epoch 22 [###########         ]  59%  loss = 0.026
   606m: epoch 22 [############        ]  60%  loss = 0.027
   606m: epoch 22 [############        ]  60%  loss = 0.029
   606m: epoch 22 [############        ]  60%  loss = 0.028
   606m: epoch 22 [############        ]  61%  loss = 0.027
   606m: epoch 22 [############        ]  61%  loss = 0.029
   606m: epoch 22 [############        ]  61%  loss = 0.029
   606m: epoch 22 [############        ]  62%  loss = 0.029
   607m: epoch 22 [############        ]  62%  loss = 0.030
   607m: epoch 22 [############        ]  62%  loss = 0.028
   607m: epoch 22 [############        ]  63%  loss = 0.029
   607m: epoch 22 [############        ]  63%  loss = 0.029
   607m: epoch 22 [############        ]  64%  loss = 0.027
   607m: epoch 22 [############        ]  64%  loss = 0.028
   607m: epoch 22 [############        ]  64%  loss = 0.029
   607m: epoch 22 [#############       ]  65%  loss = 0.029
   607m: epoch 22 [#############       ]  65%  loss = 0.029
   607m: epoch 22 [#############       ]  65%  loss = 0.027
   607m: epoch 22 [#############       ]  66%  loss = 0.029
   608m: epoch 22 [#############       ]  66%  loss = 0.026
   608m: epoch 22 [#############       ]  66%  loss = 0.028
   608m: epoch 22 [#############       ]  67%  loss = 0.029
   608m: epoch 22 [#############       ]  67%  loss = 0.031
   608m: epoch 22 [#############       ]  67%  loss = 0.027
   608m: epoch 22 [#############       ]  68%  loss = 0.027
   608m: epoch 22 [#############       ]  68%  loss = 0.029
   608m: epoch 22 [#############       ]  68%  loss = 0.032
   608m: epoch 22 [#############       ]  69%  loss = 0.029
   608m: epoch 22 [#############       ]  69%  loss = 0.028
   608m: epoch 22 [#############       ]  69%  loss = 0.029
   609m: epoch 22 [##############      ]  70%  loss = 0.029
   609m: epoch 22 [##############      ]  70%  loss = 0.028
   609m: epoch 22 [##############      ]  70%  loss = 0.028
   609m: epoch 22 [##############      ]  71%  loss = 0.029
   609m: epoch 22 [##############      ]  71%  loss = 0.030
   609m: epoch 22 [##############      ]  71%  loss = 0.031
   609m: epoch 22 [##############      ]  72%  loss = 0.030
   609m: epoch 22 [##############      ]  72%  loss = 0.028
   609m: epoch 22 [##############      ]  72%  loss = 0.027
   609m: epoch 22 [##############      ]  73%  loss = 0.027
   610m: epoch 22 [##############      ]  73%  loss = 0.028
   610m: epoch 22 [##############      ]  74%  loss = 0.031
   610m: epoch 22 [##############      ]  74%  loss = 0.027
   610m: epoch 22 [##############      ]  74%  loss = 0.028
   610m: epoch 22 [###############     ]  75%  loss = 0.027
   610m: epoch 22 [###############     ]  75%  loss = 0.027
   610m: epoch 22 [###############     ]  75%  loss = 0.028
   610m: epoch 22 [###############     ]  76%  loss = 0.031
   610m: epoch 22 [###############     ]  76%  loss = 0.028
   610m: epoch 22 [###############     ]  76%  loss = 0.029
   610m: epoch 22 [###############     ]  77%  loss = 0.028
   611m: epoch 22 [###############     ]  77%  loss = 0.031
   611m: epoch 22 [###############     ]  77%  loss = 0.027
   611m: epoch 22 [###############     ]  78%  loss = 0.029
   611m: epoch 22 [###############     ]  78%  loss = 0.030
   611m: epoch 22 [###############     ]  78%  loss = 0.028
   611m: epoch 22 [###############     ]  79%  loss = 0.029
   611m: epoch 22 [###############     ]  79%  loss = 0.027
   611m: epoch 22 [###############     ]  79%  loss = 0.030
   611m: epoch 22 [################    ]  80%  loss = 0.028
   611m: epoch 22 [################    ]  80%  loss = 0.029
   611m: epoch 22 [################    ]  80%  loss = 0.031
   612m: epoch 22 [################    ]  81%  loss = 0.028
   612m: epoch 22 [################    ]  81%  loss = 0.028
   612m: epoch 22 [################    ]  81%  loss = 0.030
   612m: epoch 22 [################    ]  82%  loss = 0.029
   612m: epoch 22 [################    ]  82%  loss = 0.029
   612m: epoch 22 [################    ]  82%  loss = 0.029
   612m: epoch 22 [################    ]  83%  loss = 0.029
   612m: epoch 22 [################    ]  83%  loss = 0.029
   612m: epoch 22 [################    ]  83%  loss = 0.028
   612m: epoch 22 [################    ]  84%  loss = 0.029
   613m: epoch 22 [################    ]  84%  loss = 0.030
   613m: epoch 22 [#################   ]  85%  loss = 0.027
   613m: epoch 22 [#################   ]  85%  loss = 0.029
   613m: epoch 22 [#################   ]  85%  loss = 0.027
   613m: epoch 22 [#################   ]  86%  loss = 0.027
   613m: epoch 22 [#################   ]  86%  loss = 0.029
   613m: epoch 22 [#################   ]  86%  loss = 0.029
   613m: epoch 22 [#################   ]  87%  loss = 0.030
   613m: epoch 22 [#################   ]  87%  loss = 0.028
   613m: epoch 22 [#################   ]  87%  loss = 0.030
   613m: epoch 22 [#################   ]  88%  loss = 0.028
   614m: epoch 22 [#################   ]  88%  loss = 0.026
   614m: epoch 22 [#################   ]  88%  loss = 0.030
   614m: epoch 22 [#################   ]  89%  loss = 0.029
   614m: epoch 22 [#################   ]  89%  loss = 0.029
   614m: epoch 22 [#################   ]  89%  loss = 0.028
   614m: epoch 22 [##################  ]  90%  loss = 0.028
   614m: epoch 22 [##################  ]  90%  loss = 0.030
   614m: epoch 22 [##################  ]  90%  loss = 0.031
   614m: epoch 22 [##################  ]  91%  loss = 0.029
   614m: epoch 22 [##################  ]  91%  loss = 0.030
   614m: epoch 22 [##################  ]  91%  loss = 0.029
   615m: epoch 22 [##################  ]  92%  loss = 0.029
   615m: epoch 22 [##################  ]  92%  loss = 0.029
   615m: epoch 22 [##################  ]  92%  loss = 0.030
   615m: epoch 22 [##################  ]  93%  loss = 0.027
   615m: epoch 22 [##################  ]  93%  loss = 0.028
   615m: epoch 22 [##################  ]  93%  loss = 0.028
   615m: epoch 22 [##################  ]  94%  loss = 0.029
   615m: epoch 22 [##################  ]  94%  loss = 0.029
   615m: epoch 22 [##################  ]  94%  loss = 0.028
   615m: epoch 22 [################### ]  95%  loss = 0.028
   616m: epoch 22 [################### ]  95%  loss = 0.029
   616m: epoch 22 [################### ]  96%  loss = 0.031
   616m: epoch 22 [################### ]  96%  loss = 0.026
   616m: epoch 22 [################### ]  96%  loss = 0.030
   616m: epoch 22 [################### ]  97%  loss = 0.031
   616m: epoch 22 [################### ]  97%  loss = 0.026
   616m: epoch 22 [################### ]  97%  loss = 0.028
   616m: epoch 22 [################### ]  98%  loss = 0.029
   616m: epoch 22 [################### ]  98%  loss = 0.028
   616m: epoch 22 [################### ]  98%  loss = 0.027
   616m: epoch 22 [################### ]  99%  loss = 0.029
   617m: epoch 22 [################### ]  99%  loss = 0.028
   617m: epoch 22 [################### ]  99%  loss = 0.028
617m: epoch 22 [####################]  100%  loss = 0.028
epoch 22 complete, loss = 0.028
model saved as token_classification_split_3_22_0.028
   617m: epoch 23 [                    ]  0%  loss = ...
   617m: epoch 23 [                    ]  0%  loss = 0.023
   617m: epoch 23 [                    ]  0%  loss = 0.025
   617m: epoch 23 [                    ]  1%  loss = 0.025
   617m: epoch 23 [                    ]  1%  loss = 0.025
   617m: epoch 23 [                    ]  1%  loss = 0.026
   617m: epoch 23 [                    ]  2%  loss = 0.025
   617m: epoch 23 [                    ]  2%  loss = 0.026
   618m: epoch 23 [                    ]  2%  loss = 0.027
   618m: epoch 23 [                    ]  3%  loss = 0.026
   618m: epoch 23 [                    ]  3%  loss = 0.025
   618m: epoch 23 [                    ]  3%  loss = 0.025
   618m: epoch 23 [                    ]  4%  loss = 0.028
   618m: epoch 23 [                    ]  4%  loss = 0.025
   618m: epoch 23 [                    ]  4%  loss = 0.024
   618m: epoch 23 [#                   ]  5%  loss = 0.029
   618m: epoch 23 [#                   ]  5%  loss = 0.025
   618m: epoch 23 [#                   ]  5%  loss = 0.025
   618m: epoch 23 [#                   ]  6%  loss = 0.025
   619m: epoch 23 [#                   ]  6%  loss = 0.026
   619m: epoch 23 [#                   ]  6%  loss = 0.025
   619m: epoch 23 [#                   ]  7%  loss = 0.027
   619m: epoch 23 [#                   ]  7%  loss = 0.026
   619m: epoch 23 [#                   ]  7%  loss = 0.028
   619m: epoch 23 [#                   ]  8%  loss = 0.028
   619m: epoch 23 [#                   ]  8%  loss = 0.027
   619m: epoch 23 [#                   ]  8%  loss = 0.026
   619m: epoch 23 [#                   ]  9%  loss = 0.026
   619m: epoch 23 [#                   ]  9%  loss = 0.027
   620m: epoch 23 [#                   ]  9%  loss = 0.025
   620m: epoch 23 [##                  ]  10%  loss = 0.025
   620m: epoch 23 [##                  ]  10%  loss = 0.025
   620m: epoch 23 [##                  ]  11%  loss = 0.024
   620m: epoch 23 [##                  ]  11%  loss = 0.026
   620m: epoch 23 [##                  ]  11%  loss = 0.025
   620m: epoch 23 [##                  ]  12%  loss = 0.025
   620m: epoch 23 [##                  ]  12%  loss = 0.026
   620m: epoch 23 [##                  ]  12%  loss = 0.025
   620m: epoch 23 [##                  ]  13%  loss = 0.027
   620m: epoch 23 [##                  ]  13%  loss = 0.028
   621m: epoch 23 [##                  ]  13%  loss = 0.026
   621m: epoch 23 [##                  ]  14%  loss = 0.025
   621m: epoch 23 [##                  ]  14%  loss = 0.025
   621m: epoch 23 [##                  ]  14%  loss = 0.026
   621m: epoch 23 [###                 ]  15%  loss = 0.026
   621m: epoch 23 [###                 ]  15%  loss = 0.025
   621m: epoch 23 [###                 ]  15%  loss = 0.026
   621m: epoch 23 [###                 ]  16%  loss = 0.025
   621m: epoch 23 [###                 ]  16%  loss = 0.025
   621m: epoch 23 [###                 ]  16%  loss = 0.027
   621m: epoch 23 [###                 ]  17%  loss = 0.027
   622m: epoch 23 [###                 ]  17%  loss = 0.026
   622m: epoch 23 [###                 ]  17%  loss = 0.027
   622m: epoch 23 [###                 ]  18%  loss = 0.026
   622m: epoch 23 [###                 ]  18%  loss = 0.028
   622m: epoch 23 [###                 ]  18%  loss = 0.028
   622m: epoch 23 [###                 ]  19%  loss = 0.029
   622m: epoch 23 [###                 ]  19%  loss = 0.026
   622m: epoch 23 [###                 ]  19%  loss = 0.028
   622m: epoch 23 [####                ]  20%  loss = 0.027
   622m: epoch 23 [####                ]  20%  loss = 0.025
   623m: epoch 23 [####                ]  20%  loss = 0.027
   623m: epoch 23 [####                ]  21%  loss = 0.029
   623m: epoch 23 [####                ]  21%  loss = 0.025
   623m: epoch 23 [####                ]  22%  loss = 0.027
   623m: epoch 23 [####                ]  22%  loss = 0.026
   623m: epoch 23 [####                ]  22%  loss = 0.026
   623m: epoch 23 [####                ]  23%  loss = 0.026
   623m: epoch 23 [####                ]  23%  loss = 0.027
   623m: epoch 23 [####                ]  23%  loss = 0.026
   623m: epoch 23 [####                ]  24%  loss = 0.029
   623m: epoch 23 [####                ]  24%  loss = 0.027
   624m: epoch 23 [####                ]  24%  loss = 0.026
   624m: epoch 23 [#####               ]  25%  loss = 0.027
   624m: epoch 23 [#####               ]  25%  loss = 0.025
   624m: epoch 23 [#####               ]  25%  loss = 0.027
   624m: epoch 23 [#####               ]  26%  loss = 0.027
   624m: epoch 23 [#####               ]  26%  loss = 0.026
   624m: epoch 23 [#####               ]  26%  loss = 0.027
   624m: epoch 23 [#####               ]  27%  loss = 0.027
   624m: epoch 23 [#####               ]  27%  loss = 0.025
   624m: epoch 23 [#####               ]  27%  loss = 0.025
   625m: epoch 23 [#####               ]  28%  loss = 0.026
   625m: epoch 23 [#####               ]  28%  loss = 0.027
   625m: epoch 23 [#####               ]  28%  loss = 0.028
   625m: epoch 23 [#####               ]  29%  loss = 0.028
   625m: epoch 23 [#####               ]  29%  loss = 0.028
   625m: epoch 23 [#####               ]  29%  loss = 0.027
   625m: epoch 23 [######              ]  30%  loss = 0.027
   625m: epoch 23 [######              ]  30%  loss = 0.026
   625m: epoch 23 [######              ]  30%  loss = 0.027
   625m: epoch 23 [######              ]  31%  loss = 0.026
   625m: epoch 23 [######              ]  31%  loss = 0.024
   626m: epoch 23 [######              ]  32%  loss = 0.028
   626m: epoch 23 [######              ]  32%  loss = 0.025
   626m: epoch 23 [######              ]  32%  loss = 0.028
   626m: epoch 23 [######              ]  33%  loss = 0.026
   626m: epoch 23 [######              ]  33%  loss = 0.027
   626m: epoch 23 [######              ]  33%  loss = 0.026
   626m: epoch 23 [######              ]  34%  loss = 0.028
   626m: epoch 23 [######              ]  34%  loss = 0.027
   626m: epoch 23 [######              ]  34%  loss = 0.026
   626m: epoch 23 [#######             ]  35%  loss = 0.029
   626m: epoch 23 [#######             ]  35%  loss = 0.029
   627m: epoch 23 [#######             ]  35%  loss = 0.026
   627m: epoch 23 [#######             ]  36%  loss = 0.026
   627m: epoch 23 [#######             ]  36%  loss = 0.028
   627m: epoch 23 [#######             ]  36%  loss = 0.027
   627m: epoch 23 [#######             ]  37%  loss = 0.027
   627m: epoch 23 [#######             ]  37%  loss = 0.027
   627m: epoch 23 [#######             ]  37%  loss = 0.027
   627m: epoch 23 [#######             ]  38%  loss = 0.026
   627m: epoch 23 [#######             ]  38%  loss = 0.026
   627m: epoch 23 [#######             ]  38%  loss = 0.028
   628m: epoch 23 [#######             ]  39%  loss = 0.028
   628m: epoch 23 [#######             ]  39%  loss = 0.026
   628m: epoch 23 [#######             ]  39%  loss = 0.027
   628m: epoch 23 [########            ]  40%  loss = 0.027
   628m: epoch 23 [########            ]  40%  loss = 0.026
   628m: epoch 23 [########            ]  40%  loss = 0.027
   628m: epoch 23 [########            ]  41%  loss = 0.027
   628m: epoch 23 [########            ]  41%  loss = 0.026
   628m: epoch 23 [########            ]  41%  loss = 0.028
   628m: epoch 23 [########            ]  42%  loss = 0.026
   628m: epoch 23 [########            ]  42%  loss = 0.026
   629m: epoch 23 [########            ]  43%  loss = 0.030
   629m: epoch 23 [########            ]  43%  loss = 0.028
   629m: epoch 23 [########            ]  43%  loss = 0.026
   629m: epoch 23 [########            ]  44%  loss = 0.027
   629m: epoch 23 [########            ]  44%  loss = 0.029
   629m: epoch 23 [########            ]  44%  loss = 0.028
   629m: epoch 23 [#########           ]  45%  loss = 0.026
   629m: epoch 23 [#########           ]  45%  loss = 0.026
   629m: epoch 23 [#########           ]  45%  loss = 0.027
   629m: epoch 23 [#########           ]  46%  loss = 0.026
   629m: epoch 23 [#########           ]  46%  loss = 0.027
   630m: epoch 23 [#########           ]  46%  loss = 0.028
   630m: epoch 23 [#########           ]  47%  loss = 0.028
   630m: epoch 23 [#########           ]  47%  loss = 0.028
   630m: epoch 23 [#########           ]  47%  loss = 0.028
   630m: epoch 23 [#########           ]  48%  loss = 0.027
   630m: epoch 23 [#########           ]  48%  loss = 0.027
   630m: epoch 23 [#########           ]  48%  loss = 0.028
   630m: epoch 23 [#########           ]  49%  loss = 0.026
   630m: epoch 23 [#########           ]  49%  loss = 0.027
   630m: epoch 23 [#########           ]  49%  loss = 0.025
   631m: epoch 23 [##########          ]  50%  loss = 0.027
   631m: epoch 23 [##########          ]  50%  loss = 0.026
   631m: epoch 23 [##########          ]  50%  loss = 0.026
   631m: epoch 23 [##########          ]  51%  loss = 0.029
   631m: epoch 23 [##########          ]  51%  loss = 0.025
   631m: epoch 23 [##########          ]  51%  loss = 0.027
   631m: epoch 23 [##########          ]  52%  loss = 0.030
   631m: epoch 23 [##########          ]  52%  loss = 0.027
   631m: epoch 23 [##########          ]  53%  loss = 0.028
   631m: epoch 23 [##########          ]  53%  loss = 0.027
   631m: epoch 23 [##########          ]  53%  loss = 0.028
   632m: epoch 23 [##########          ]  54%  loss = 0.028
   632m: epoch 23 [##########          ]  54%  loss = 0.028
   632m: epoch 23 [##########          ]  54%  loss = 0.029
   632m: epoch 23 [###########         ]  55%  loss = 0.027
   632m: epoch 23 [###########         ]  55%  loss = 0.027
   632m: epoch 23 [###########         ]  55%  loss = 0.028
   632m: epoch 23 [###########         ]  56%  loss = 0.028
   632m: epoch 23 [###########         ]  56%  loss = 0.028
   632m: epoch 23 [###########         ]  56%  loss = 0.027
   632m: epoch 23 [###########         ]  57%  loss = 0.028
   633m: epoch 23 [###########         ]  57%  loss = 0.028
   633m: epoch 23 [###########         ]  57%  loss = 0.027
   633m: epoch 23 [###########         ]  58%  loss = 0.029
   633m: epoch 23 [###########         ]  58%  loss = 0.027
   633m: epoch 23 [###########         ]  58%  loss = 0.028
   633m: epoch 23 [###########         ]  59%  loss = 0.025
   633m: epoch 23 [###########         ]  59%  loss = 0.028
   633m: epoch 23 [###########         ]  59%  loss = 0.028
   633m: epoch 23 [############        ]  60%  loss = 0.026
   633m: epoch 23 [############        ]  60%  loss = 0.029
   633m: epoch 23 [############        ]  60%  loss = 0.027
   634m: epoch 23 [############        ]  61%  loss = 0.028
   634m: epoch 23 [############        ]  61%  loss = 0.025
   634m: epoch 23 [############        ]  61%  loss = 0.026
   634m: epoch 23 [############        ]  62%  loss = 0.027
   634m: epoch 23 [############        ]  62%  loss = 0.027
   634m: epoch 23 [############        ]  62%  loss = 0.028
   634m: epoch 23 [############        ]  63%  loss = 0.027
   634m: epoch 23 [############        ]  63%  loss = 0.027
   634m: epoch 23 [############        ]  64%  loss = 0.029
   634m: epoch 23 [############        ]  64%  loss = 0.028
   634m: epoch 23 [############        ]  64%  loss = 0.029
   635m: epoch 23 [#############       ]  65%  loss = 0.029
   635m: epoch 23 [#############       ]  65%  loss = 0.029
   635m: epoch 23 [#############       ]  65%  loss = 0.028
   635m: epoch 23 [#############       ]  66%  loss = 0.028
   635m: epoch 23 [#############       ]  66%  loss = 0.028
   635m: epoch 23 [#############       ]  66%  loss = 0.027
   635m: epoch 23 [#############       ]  67%  loss = 0.028
   635m: epoch 23 [#############       ]  67%  loss = 0.029
   635m: epoch 23 [#############       ]  67%  loss = 0.028
   635m: epoch 23 [#############       ]  68%  loss = 0.027
   636m: epoch 23 [#############       ]  68%  loss = 0.027
   636m: epoch 23 [#############       ]  68%  loss = 0.028
   636m: epoch 23 [#############       ]  69%  loss = 0.029
   636m: epoch 23 [#############       ]  69%  loss = 0.027
   636m: epoch 23 [#############       ]  69%  loss = 0.028
   636m: epoch 23 [##############      ]  70%  loss = 0.027
   636m: epoch 23 [##############      ]  70%  loss = 0.026
   636m: epoch 23 [##############      ]  70%  loss = 0.027
   636m: epoch 23 [##############      ]  71%  loss = 0.028
   636m: epoch 23 [##############      ]  71%  loss = 0.028
   636m: epoch 23 [##############      ]  71%  loss = 0.028
   637m: epoch 23 [##############      ]  72%  loss = 0.028
   637m: epoch 23 [##############      ]  72%  loss = 0.029
   637m: epoch 23 [##############      ]  72%  loss = 0.027
   637m: epoch 23 [##############      ]  73%  loss = 0.028
   637m: epoch 23 [##############      ]  73%  loss = 0.030
   637m: epoch 23 [##############      ]  74%  loss = 0.029
   637m: epoch 23 [##############      ]  74%  loss = 0.028
   637m: epoch 23 [##############      ]  74%  loss = 0.029
   637m: epoch 23 [###############     ]  75%  loss = 0.028
   637m: epoch 23 [###############     ]  75%  loss = 0.028
   637m: epoch 23 [###############     ]  75%  loss = 0.028
   638m: epoch 23 [###############     ]  76%  loss = 0.027
   638m: epoch 23 [###############     ]  76%  loss = 0.026
   638m: epoch 23 [###############     ]  76%  loss = 0.027
   638m: epoch 23 [###############     ]  77%  loss = 0.027
   638m: epoch 23 [###############     ]  77%  loss = 0.028
   638m: epoch 23 [###############     ]  77%  loss = 0.028
   638m: epoch 23 [###############     ]  78%  loss = 0.027
   638m: epoch 23 [###############     ]  78%  loss = 0.027
   638m: epoch 23 [###############     ]  78%  loss = 0.029
   638m: epoch 23 [###############     ]  79%  loss = 0.029
   639m: epoch 23 [###############     ]  79%  loss = 0.028
   639m: epoch 23 [###############     ]  79%  loss = 0.028
   639m: epoch 23 [################    ]  80%  loss = 0.027
   639m: epoch 23 [################    ]  80%  loss = 0.028
   639m: epoch 23 [################    ]  80%  loss = 0.029
   639m: epoch 23 [################    ]  81%  loss = 0.029
   639m: epoch 23 [################    ]  81%  loss = 0.029
   639m: epoch 23 [################    ]  81%  loss = 0.027
   639m: epoch 23 [################    ]  82%  loss = 0.028
   639m: epoch 23 [################    ]  82%  loss = 0.028
   639m: epoch 23 [################    ]  82%  loss = 0.031
   640m: epoch 23 [################    ]  83%  loss = 0.027
   640m: epoch 23 [################    ]  83%  loss = 0.027
   640m: epoch 23 [################    ]  83%  loss = 0.029
   640m: epoch 23 [################    ]  84%  loss = 0.029
   640m: epoch 23 [################    ]  84%  loss = 0.027
   640m: epoch 23 [#################   ]  85%  loss = 0.029
   640m: epoch 23 [#################   ]  85%  loss = 0.029
   640m: epoch 23 [#################   ]  85%  loss = 0.027
   640m: epoch 23 [#################   ]  86%  loss = 0.027
   640m: epoch 23 [#################   ]  86%  loss = 0.028
   641m: epoch 23 [#################   ]  86%  loss = 0.027
   641m: epoch 23 [#################   ]  87%  loss = 0.028
   641m: epoch 23 [#################   ]  87%  loss = 0.028
   641m: epoch 23 [#################   ]  87%  loss = 0.028
   641m: epoch 23 [#################   ]  88%  loss = 0.026
   641m: epoch 23 [#################   ]  88%  loss = 0.028
   641m: epoch 23 [#################   ]  88%  loss = 0.025
   641m: epoch 23 [#################   ]  89%  loss = 0.029
   641m: epoch 23 [#################   ]  89%  loss = 0.031
   641m: epoch 23 [#################   ]  89%  loss = 0.029
   641m: epoch 23 [##################  ]  90%  loss = 0.028
   642m: epoch 23 [##################  ]  90%  loss = 0.026
   642m: epoch 23 [##################  ]  90%  loss = 0.027
   642m: epoch 23 [##################  ]  91%  loss = 0.030
   642m: epoch 23 [##################  ]  91%  loss = 0.028
   642m: epoch 23 [##################  ]  91%  loss = 0.028
   642m: epoch 23 [##################  ]  92%  loss = 0.029
   642m: epoch 23 [##################  ]  92%  loss = 0.028
   642m: epoch 23 [##################  ]  92%  loss = 0.032
   642m: epoch 23 [##################  ]  93%  loss = 0.029
   642m: epoch 23 [##################  ]  93%  loss = 0.027
   642m: epoch 23 [##################  ]  93%  loss = 0.028
   643m: epoch 23 [##################  ]  94%  loss = 0.030
   643m: epoch 23 [##################  ]  94%  loss = 0.030
   643m: epoch 23 [##################  ]  94%  loss = 0.029
   643m: epoch 23 [################### ]  95%  loss = 0.029
   643m: epoch 23 [################### ]  95%  loss = 0.028
   643m: epoch 23 [################### ]  96%  loss = 0.029
   643m: epoch 23 [################### ]  96%  loss = 0.030
   643m: epoch 23 [################### ]  96%  loss = 0.028
   643m: epoch 23 [################### ]  97%  loss = 0.028
   643m: epoch 23 [################### ]  97%  loss = 0.029
   644m: epoch 23 [################### ]  97%  loss = 0.028
   644m: epoch 23 [################### ]  98%  loss = 0.028
   644m: epoch 23 [################### ]  98%  loss = 0.030
   644m: epoch 23 [################### ]  98%  loss = 0.028
   644m: epoch 23 [################### ]  99%  loss = 0.027
   644m: epoch 23 [################### ]  99%  loss = 0.029
   644m: epoch 23 [################### ]  99%  loss = 0.028
644m: epoch 23 [####################]  100%  loss = 0.028
epoch 23 complete, loss = 0.028
model saved as token_classification_split_3_23_0.028
   644m: epoch 24 [                    ]  0%  loss = ...
   644m: epoch 24 [                    ]  0%  loss = 0.026
   644m: epoch 24 [                    ]  0%  loss = 0.025
   644m: epoch 24 [                    ]  1%  loss = 0.025
   645m: epoch 24 [                    ]  1%  loss = 0.024
   645m: epoch 24 [                    ]  1%  loss = 0.022
   645m: epoch 24 [                    ]  2%  loss = 0.024
   645m: epoch 24 [                    ]  2%  loss = 0.025
   645m: epoch 24 [                    ]  2%  loss = 0.025
   645m: epoch 24 [                    ]  3%  loss = 0.025
   645m: epoch 24 [                    ]  3%  loss = 0.025
   645m: epoch 24 [                    ]  3%  loss = 0.025
   645m: epoch 24 [                    ]  4%  loss = 0.023
   645m: epoch 24 [                    ]  4%  loss = 0.024
   646m: epoch 24 [                    ]  4%  loss = 0.026
   646m: epoch 24 [#                   ]  5%  loss = 0.025
   646m: epoch 24 [#                   ]  5%  loss = 0.025
   646m: epoch 24 [#                   ]  5%  loss = 0.023
   646m: epoch 24 [#                   ]  6%  loss = 0.025
   646m: epoch 24 [#                   ]  6%  loss = 0.025
   646m: epoch 24 [#                   ]  6%  loss = 0.023
   646m: epoch 24 [#                   ]  7%  loss = 0.025
   646m: epoch 24 [#                   ]  7%  loss = 0.028
   646m: epoch 24 [#                   ]  7%  loss = 0.027
   646m: epoch 24 [#                   ]  8%  loss = 0.027
   647m: epoch 24 [#                   ]  8%  loss = 0.025
   647m: epoch 24 [#                   ]  8%  loss = 0.026
   647m: epoch 24 [#                   ]  9%  loss = 0.026
   647m: epoch 24 [#                   ]  9%  loss = 0.026
   647m: epoch 24 [#                   ]  9%  loss = 0.027
   647m: epoch 24 [##                  ]  10%  loss = 0.024
   647m: epoch 24 [##                  ]  10%  loss = 0.025
   647m: epoch 24 [##                  ]  11%  loss = 0.026
   647m: epoch 24 [##                  ]  11%  loss = 0.027
   647m: epoch 24 [##                  ]  11%  loss = 0.025
   647m: epoch 24 [##                  ]  12%  loss = 0.025
   648m: epoch 24 [##                  ]  12%  loss = 0.025
   648m: epoch 24 [##                  ]  12%  loss = 0.024
   648m: epoch 24 [##                  ]  13%  loss = 0.025
   648m: epoch 24 [##                  ]  13%  loss = 0.025
   648m: epoch 24 [##                  ]  13%  loss = 0.027
   648m: epoch 24 [##                  ]  14%  loss = 0.024
   648m: epoch 24 [##                  ]  14%  loss = 0.026
   648m: epoch 24 [##                  ]  14%  loss = 0.026
   648m: epoch 24 [###                 ]  15%  loss = 0.026
   648m: epoch 24 [###                 ]  15%  loss = 0.026
   649m: epoch 24 [###                 ]  15%  loss = 0.027
   649m: epoch 24 [###                 ]  16%  loss = 0.026
   649m: epoch 24 [###                 ]  16%  loss = 0.025
   649m: epoch 24 [###                 ]  16%  loss = 0.026
   649m: epoch 24 [###                 ]  17%  loss = 0.027
   649m: epoch 24 [###                 ]  17%  loss = 0.025
   649m: epoch 24 [###                 ]  17%  loss = 0.026
   649m: epoch 24 [###                 ]  18%  loss = 0.026
   649m: epoch 24 [###                 ]  18%  loss = 0.026
   649m: epoch 24 [###                 ]  18%  loss = 0.025
   649m: epoch 24 [###                 ]  19%  loss = 0.027
   650m: epoch 24 [###                 ]  19%  loss = 0.028
   650m: epoch 24 [###                 ]  19%  loss = 0.025
   650m: epoch 24 [####                ]  20%  loss = 0.025
   650m: epoch 24 [####                ]  20%  loss = 0.025
   650m: epoch 24 [####                ]  20%  loss = 0.027
   650m: epoch 24 [####                ]  21%  loss = 0.029
   650m: epoch 24 [####                ]  21%  loss = 0.025
   650m: epoch 24 [####                ]  22%  loss = 0.025
   650m: epoch 24 [####                ]  22%  loss = 0.026
   650m: epoch 24 [####                ]  22%  loss = 0.026
   651m: epoch 24 [####                ]  23%  loss = 0.026
   651m: epoch 24 [####                ]  23%  loss = 0.027
   651m: epoch 24 [####                ]  23%  loss = 0.025
   651m: epoch 24 [####                ]  24%  loss = 0.028
   651m: epoch 24 [####                ]  24%  loss = 0.027
   651m: epoch 24 [####                ]  24%  loss = 0.024
   651m: epoch 24 [#####               ]  25%  loss = 0.026
   651m: epoch 24 [#####               ]  25%  loss = 0.028
   651m: epoch 24 [#####               ]  25%  loss = 0.025
   651m: epoch 24 [#####               ]  26%  loss = 0.028
   651m: epoch 24 [#####               ]  26%  loss = 0.025
   652m: epoch 24 [#####               ]  26%  loss = 0.025
   652m: epoch 24 [#####               ]  27%  loss = 0.025
   652m: epoch 24 [#####               ]  27%  loss = 0.026
   652m: epoch 24 [#####               ]  27%  loss = 0.026
   652m: epoch 24 [#####               ]  28%  loss = 0.027
   652m: epoch 24 [#####               ]  28%  loss = 0.026
   652m: epoch 24 [#####               ]  28%  loss = 0.028
   652m: epoch 24 [#####               ]  29%  loss = 0.026
   652m: epoch 24 [#####               ]  29%  loss = 0.026
   652m: epoch 24 [#####               ]  29%  loss = 0.027
   652m: epoch 24 [######              ]  30%  loss = 0.026
   653m: epoch 24 [######              ]  30%  loss = 0.026
   653m: epoch 24 [######              ]  30%  loss = 0.026
   653m: epoch 24 [######              ]  31%  loss = 0.027
   653m: epoch 24 [######              ]  31%  loss = 0.026
   653m: epoch 24 [######              ]  32%  loss = 0.026
   653m: epoch 24 [######              ]  32%  loss = 0.025
   653m: epoch 24 [######              ]  32%  loss = 0.026
   653m: epoch 24 [######              ]  33%  loss = 0.027
   653m: epoch 24 [######              ]  33%  loss = 0.027
   653m: epoch 24 [######              ]  33%  loss = 0.027
   654m: epoch 24 [######              ]  34%  loss = 0.027
   654m: epoch 24 [######              ]  34%  loss = 0.028
   654m: epoch 24 [######              ]  34%  loss = 0.025
   654m: epoch 24 [#######             ]  35%  loss = 0.027
   654m: epoch 24 [#######             ]  35%  loss = 0.025
   654m: epoch 24 [#######             ]  35%  loss = 0.026
   654m: epoch 24 [#######             ]  36%  loss = 0.025
   654m: epoch 24 [#######             ]  36%  loss = 0.027
   654m: epoch 24 [#######             ]  36%  loss = 0.026
   654m: epoch 24 [#######             ]  37%  loss = 0.026
   654m: epoch 24 [#######             ]  37%  loss = 0.027
   655m: epoch 24 [#######             ]  37%  loss = 0.024
   655m: epoch 24 [#######             ]  38%  loss = 0.027
   655m: epoch 24 [#######             ]  38%  loss = 0.025
   655m: epoch 24 [#######             ]  38%  loss = 0.027
   655m: epoch 24 [#######             ]  39%  loss = 0.027
   655m: epoch 24 [#######             ]  39%  loss = 0.026
   655m: epoch 24 [#######             ]  39%  loss = 0.027
   655m: epoch 24 [########            ]  40%  loss = 0.027
   655m: epoch 24 [########            ]  40%  loss = 0.025
   655m: epoch 24 [########            ]  40%  loss = 0.027
   656m: epoch 24 [########            ]  41%  loss = 0.025
   656m: epoch 24 [########            ]  41%  loss = 0.025
   656m: epoch 24 [########            ]  41%  loss = 0.026
   656m: epoch 24 [########            ]  42%  loss = 0.026
   656m: epoch 24 [########            ]  42%  loss = 0.028
   656m: epoch 24 [########            ]  43%  loss = 0.028
   656m: epoch 24 [########            ]  43%  loss = 0.026
   656m: epoch 24 [########            ]  43%  loss = 0.029
   656m: epoch 24 [########            ]  44%  loss = 0.026
   656m: epoch 24 [########            ]  44%  loss = 0.029
   656m: epoch 24 [########            ]  44%  loss = 0.027
   657m: epoch 24 [#########           ]  45%  loss = 0.026
   657m: epoch 24 [#########           ]  45%  loss = 0.028
   657m: epoch 24 [#########           ]  45%  loss = 0.026
   657m: epoch 24 [#########           ]  46%  loss = 0.029
   657m: epoch 24 [#########           ]  46%  loss = 0.027
   657m: epoch 24 [#########           ]  46%  loss = 0.026
   657m: epoch 24 [#########           ]  47%  loss = 0.027
   657m: epoch 24 [#########           ]  47%  loss = 0.026
   657m: epoch 24 [#########           ]  47%  loss = 0.026
   657m: epoch 24 [#########           ]  48%  loss = 0.027
   657m: epoch 24 [#########           ]  48%  loss = 0.028
   658m: epoch 24 [#########           ]  48%  loss = 0.026
   658m: epoch 24 [#########           ]  49%  loss = 0.027
   658m: epoch 24 [#########           ]  49%  loss = 0.027
   658m: epoch 24 [#########           ]  49%  loss = 0.028
   658m: epoch 24 [##########          ]  50%  loss = 0.028
   658m: epoch 24 [##########          ]  50%  loss = 0.027
   658m: epoch 24 [##########          ]  50%  loss = 0.025
   658m: epoch 24 [##########          ]  51%  loss = 0.027
   658m: epoch 24 [##########          ]  51%  loss = 0.026
   658m: epoch 24 [##########          ]  51%  loss = 0.025
   659m: epoch 24 [##########          ]  52%  loss = 0.026
   659m: epoch 24 [##########          ]  52%  loss = 0.026
   659m: epoch 24 [##########          ]  53%  loss = 0.026
   659m: epoch 24 [##########          ]  53%  loss = 0.027
   659m: epoch 24 [##########          ]  53%  loss = 0.029
   659m: epoch 24 [##########          ]  54%  loss = 0.027
   659m: epoch 24 [##########          ]  54%  loss = 0.027
   659m: epoch 24 [##########          ]  54%  loss = 0.028
   659m: epoch 24 [###########         ]  55%  loss = 0.026
   659m: epoch 24 [###########         ]  55%  loss = 0.028
   659m: epoch 24 [###########         ]  55%  loss = 0.027
   660m: epoch 24 [###########         ]  56%  loss = 0.027
   660m: epoch 24 [###########         ]  56%  loss = 0.027
   660m: epoch 24 [###########         ]  56%  loss = 0.028
   660m: epoch 24 [###########         ]  57%  loss = 0.026
   660m: epoch 24 [###########         ]  57%  loss = 0.027
   660m: epoch 24 [###########         ]  57%  loss = 0.027
   660m: epoch 24 [###########         ]  58%  loss = 0.028
   660m: epoch 24 [###########         ]  58%  loss = 0.027
   660m: epoch 24 [###########         ]  58%  loss = 0.028
   660m: epoch 24 [###########         ]  59%  loss = 0.027
   661m: epoch 24 [###########         ]  59%  loss = 0.026
   661m: epoch 24 [###########         ]  59%  loss = 0.027
   661m: epoch 24 [############        ]  60%  loss = 0.026
   661m: epoch 24 [############        ]  60%  loss = 0.027
   661m: epoch 24 [############        ]  60%  loss = 0.027
   661m: epoch 24 [############        ]  61%  loss = 0.027
   661m: epoch 24 [############        ]  61%  loss = 0.028
   661m: epoch 24 [############        ]  61%  loss = 0.026
   661m: epoch 24 [############        ]  62%  loss = 0.029
   661m: epoch 24 [############        ]  62%  loss = 0.027
   661m: epoch 24 [############        ]  62%  loss = 0.027
   662m: epoch 24 [############        ]  63%  loss = 0.029
   662m: epoch 24 [############        ]  63%  loss = 0.026
   662m: epoch 24 [############        ]  64%  loss = 0.028
   662m: epoch 24 [############        ]  64%  loss = 0.027
   662m: epoch 24 [############        ]  64%  loss = 0.029
   662m: epoch 24 [#############       ]  65%  loss = 0.027
   662m: epoch 24 [#############       ]  65%  loss = 0.028
   662m: epoch 24 [#############       ]  65%  loss = 0.028
   662m: epoch 24 [#############       ]  66%  loss = 0.026
   662m: epoch 24 [#############       ]  66%  loss = 0.025
   663m: epoch 24 [#############       ]  66%  loss = 0.028
   663m: epoch 24 [#############       ]  67%  loss = 0.026
   663m: epoch 24 [#############       ]  67%  loss = 0.027
   663m: epoch 24 [#############       ]  67%  loss = 0.027
   663m: epoch 24 [#############       ]  68%  loss = 0.026
   663m: epoch 24 [#############       ]  68%  loss = 0.027
   663m: epoch 24 [#############       ]  68%  loss = 0.030
   663m: epoch 24 [#############       ]  69%  loss = 0.026
   663m: epoch 24 [#############       ]  69%  loss = 0.028
   663m: epoch 24 [#############       ]  69%  loss = 0.027
   663m: epoch 24 [##############      ]  70%  loss = 0.028
   664m: epoch 24 [##############      ]  70%  loss = 0.028
   664m: epoch 24 [##############      ]  70%  loss = 0.027
   664m: epoch 24 [##############      ]  71%  loss = 0.029
   664m: epoch 24 [##############      ]  71%  loss = 0.027
   664m: epoch 24 [##############      ]  71%  loss = 0.028
   664m: epoch 24 [##############      ]  72%  loss = 0.029
   664m: epoch 24 [##############      ]  72%  loss = 0.029
   664m: epoch 24 [##############      ]  72%  loss = 0.027
   664m: epoch 24 [##############      ]  73%  loss = 0.030
   664m: epoch 24 [##############      ]  73%  loss = 0.027
   664m: epoch 24 [##############      ]  74%  loss = 0.027
   665m: epoch 24 [##############      ]  74%  loss = 0.026
   665m: epoch 24 [##############      ]  74%  loss = 0.027
   665m: epoch 24 [###############     ]  75%  loss = 0.027
   665m: epoch 24 [###############     ]  75%  loss = 0.029
   665m: epoch 24 [###############     ]  75%  loss = 0.028
   665m: epoch 24 [###############     ]  76%  loss = 0.027
   665m: epoch 24 [###############     ]  76%  loss = 0.030
   665m: epoch 24 [###############     ]  76%  loss = 0.028
   665m: epoch 24 [###############     ]  77%  loss = 0.026
   665m: epoch 24 [###############     ]  77%  loss = 0.028
   666m: epoch 24 [###############     ]  77%  loss = 0.027
   666m: epoch 24 [###############     ]  78%  loss = 0.027
   666m: epoch 24 [###############     ]  78%  loss = 0.027
   666m: epoch 24 [###############     ]  78%  loss = 0.027
   666m: epoch 24 [###############     ]  79%  loss = 0.027
   666m: epoch 24 [###############     ]  79%  loss = 0.028
   666m: epoch 24 [###############     ]  79%  loss = 0.029
   666m: epoch 24 [################    ]  80%  loss = 0.029
   666m: epoch 24 [################    ]  80%  loss = 0.029
   666m: epoch 24 [################    ]  80%  loss = 0.029
   666m: epoch 24 [################    ]  81%  loss = 0.029
   667m: epoch 24 [################    ]  81%  loss = 0.028
   667m: epoch 24 [################    ]  81%  loss = 0.028
   667m: epoch 24 [################    ]  82%  loss = 0.027
   667m: epoch 24 [################    ]  82%  loss = 0.030
   667m: epoch 24 [################    ]  82%  loss = 0.028
   667m: epoch 24 [################    ]  83%  loss = 0.027
   667m: epoch 24 [################    ]  83%  loss = 0.030
   667m: epoch 24 [################    ]  83%  loss = 0.027
   667m: epoch 24 [################    ]  84%  loss = 0.028
   667m: epoch 24 [################    ]  84%  loss = 0.027
   667m: epoch 24 [#################   ]  85%  loss = 0.029
   668m: epoch 24 [#################   ]  85%  loss = 0.028
   668m: epoch 24 [#################   ]  85%  loss = 0.030
   668m: epoch 24 [#################   ]  86%  loss = 0.027
   668m: epoch 24 [#################   ]  86%  loss = 0.027
   668m: epoch 24 [#################   ]  86%  loss = 0.028
   668m: epoch 24 [#################   ]  87%  loss = 0.027
   668m: epoch 24 [#################   ]  87%  loss = 0.028
   668m: epoch 24 [#################   ]  87%  loss = 0.027
   668m: epoch 24 [#################   ]  88%  loss = 0.027
   668m: epoch 24 [#################   ]  88%  loss = 0.030
   669m: epoch 24 [#################   ]  88%  loss = 0.027
   669m: epoch 24 [#################   ]  89%  loss = 0.028
   669m: epoch 24 [#################   ]  89%  loss = 0.027
   669m: epoch 24 [#################   ]  89%  loss = 0.027
   669m: epoch 24 [##################  ]  90%  loss = 0.028
   669m: epoch 24 [##################  ]  90%  loss = 0.027
   669m: epoch 24 [##################  ]  90%  loss = 0.030
   669m: epoch 24 [##################  ]  91%  loss = 0.024
   669m: epoch 24 [##################  ]  91%  loss = 0.028
   669m: epoch 24 [##################  ]  91%  loss = 0.030
   669m: epoch 24 [##################  ]  92%  loss = 0.027
   670m: epoch 24 [##################  ]  92%  loss = 0.029
   670m: epoch 24 [##################  ]  92%  loss = 0.029
   670m: epoch 24 [##################  ]  93%  loss = 0.029
   670m: epoch 24 [##################  ]  93%  loss = 0.028
   670m: epoch 24 [##################  ]  93%  loss = 0.027
   670m: epoch 24 [##################  ]  94%  loss = 0.027
   670m: epoch 24 [##################  ]  94%  loss = 0.028
   670m: epoch 24 [##################  ]  94%  loss = 0.029
   670m: epoch 24 [################### ]  95%  loss = 0.028
   670m: epoch 24 [################### ]  95%  loss = 0.027
   671m: epoch 24 [################### ]  96%  loss = 0.027
   671m: epoch 24 [################### ]  96%  loss = 0.028
   671m: epoch 24 [################### ]  96%  loss = 0.028
   671m: epoch 24 [################### ]  97%  loss = 0.030
   671m: epoch 24 [################### ]  97%  loss = 0.026
   671m: epoch 24 [################### ]  97%  loss = 0.029
   671m: epoch 24 [################### ]  98%  loss = 0.029
   671m: epoch 24 [################### ]  98%  loss = 0.027
   671m: epoch 24 [################### ]  98%  loss = 0.028
   671m: epoch 24 [################### ]  99%  loss = 0.027
   671m: epoch 24 [################### ]  99%  loss = 0.026
   672m: epoch 24 [################### ]  99%  loss = 0.027
672m: epoch 24 [####################]  100%  loss = 0.027
epoch 24 complete, loss = 0.027
model saved as token_classification_split_3_24_0.027
   672m: epoch 25 [                    ]  0%  loss = ...
   672m: epoch 25 [                    ]  0%  loss = 0.024
   672m: epoch 25 [                    ]  0%  loss = 0.025
   672m: epoch 25 [                    ]  1%  loss = 0.024
   672m: epoch 25 [                    ]  1%  loss = 0.027
   672m: epoch 25 [                    ]  1%  loss = 0.026
   672m: epoch 25 [                    ]  2%  loss = 0.024
   672m: epoch 25 [                    ]  2%  loss = 0.025
   672m: epoch 25 [                    ]  2%  loss = 0.026
   673m: epoch 25 [                    ]  3%  loss = 0.025
   673m: epoch 25 [                    ]  3%  loss = 0.025
   673m: epoch 25 [                    ]  3%  loss = 0.026
   673m: epoch 25 [                    ]  4%  loss = 0.024
   673m: epoch 25 [                    ]  4%  loss = 0.022
   673m: epoch 25 [                    ]  4%  loss = 0.023
   673m: epoch 25 [#                   ]  5%  loss = 0.025
   673m: epoch 25 [#                   ]  5%  loss = 0.025
   673m: epoch 25 [#                   ]  5%  loss = 0.024
   673m: epoch 25 [#                   ]  6%  loss = 0.023
   673m: epoch 25 [#                   ]  6%  loss = 0.025
   674m: epoch 25 [#                   ]  6%  loss = 0.024
   674m: epoch 25 [#                   ]  7%  loss = 0.025
   674m: epoch 25 [#                   ]  7%  loss = 0.026
   674m: epoch 25 [#                   ]  7%  loss = 0.024
   674m: epoch 25 [#                   ]  8%  loss = 0.024
   674m: epoch 25 [#                   ]  8%  loss = 0.025
   674m: epoch 25 [#                   ]  8%  loss = 0.026
   674m: epoch 25 [#                   ]  9%  loss = 0.025
   674m: epoch 25 [#                   ]  9%  loss = 0.024
   674m: epoch 25 [#                   ]  9%  loss = 0.025
   674m: epoch 25 [##                  ]  10%  loss = 0.025
   675m: epoch 25 [##                  ]  10%  loss = 0.026
   675m: epoch 25 [##                  ]  11%  loss = 0.025
   675m: epoch 25 [##                  ]  11%  loss = 0.025
   675m: epoch 25 [##                  ]  11%  loss = 0.026
   675m: epoch 25 [##                  ]  12%  loss = 0.024
   675m: epoch 25 [##                  ]  12%  loss = 0.024
   675m: epoch 25 [##                  ]  12%  loss = 0.027
   675m: epoch 25 [##                  ]  13%  loss = 0.023
   675m: epoch 25 [##                  ]  13%  loss = 0.025
   675m: epoch 25 [##                  ]  13%  loss = 0.025
   676m: epoch 25 [##                  ]  14%  loss = 0.026
   676m: epoch 25 [##                  ]  14%  loss = 0.026
   676m: epoch 25 [##                  ]  14%  loss = 0.026
   676m: epoch 25 [###                 ]  15%  loss = 0.025
   676m: epoch 25 [###                 ]  15%  loss = 0.025
   676m: epoch 25 [###                 ]  15%  loss = 0.025
   676m: epoch 25 [###                 ]  16%  loss = 0.025
   676m: epoch 25 [###                 ]  16%  loss = 0.024
   676m: epoch 25 [###                 ]  16%  loss = 0.025
   676m: epoch 25 [###                 ]  17%  loss = 0.023
   676m: epoch 25 [###                 ]  17%  loss = 0.026
   677m: epoch 25 [###                 ]  17%  loss = 0.024
   677m: epoch 25 [###                 ]  18%  loss = 0.025
   677m: epoch 25 [###                 ]  18%  loss = 0.025
   677m: epoch 25 [###                 ]  18%  loss = 0.025
   677m: epoch 25 [###                 ]  19%  loss = 0.025
   677m: epoch 25 [###                 ]  19%  loss = 0.024
   677m: epoch 25 [###                 ]  19%  loss = 0.024
   677m: epoch 25 [####                ]  20%  loss = 0.025
   677m: epoch 25 [####                ]  20%  loss = 0.026
   677m: epoch 25 [####                ]  20%  loss = 0.026
   677m: epoch 25 [####                ]  21%  loss = 0.024
   678m: epoch 25 [####                ]  21%  loss = 0.024
   678m: epoch 25 [####                ]  22%  loss = 0.025
   678m: epoch 25 [####                ]  22%  loss = 0.025
   678m: epoch 25 [####                ]  22%  loss = 0.026
   678m: epoch 25 [####                ]  23%  loss = 0.027
   678m: epoch 25 [####                ]  23%  loss = 0.026
   678m: epoch 25 [####                ]  23%  loss = 0.026
   678m: epoch 25 [####                ]  24%  loss = 0.024
   678m: epoch 25 [####                ]  24%  loss = 0.025
   678m: epoch 25 [####                ]  24%  loss = 0.026
   679m: epoch 25 [#####               ]  25%  loss = 0.028
   679m: epoch 25 [#####               ]  25%  loss = 0.025
   679m: epoch 25 [#####               ]  25%  loss = 0.026
   679m: epoch 25 [#####               ]  26%  loss = 0.027
   679m: epoch 25 [#####               ]  26%  loss = 0.026
   679m: epoch 25 [#####               ]  26%  loss = 0.026
   679m: epoch 25 [#####               ]  27%  loss = 0.026
   679m: epoch 25 [#####               ]  27%  loss = 0.027
   679m: epoch 25 [#####               ]  27%  loss = 0.025
   679m: epoch 25 [#####               ]  28%  loss = 0.027
   679m: epoch 25 [#####               ]  28%  loss = 0.026
   680m: epoch 25 [#####               ]  28%  loss = 0.025
   680m: epoch 25 [#####               ]  29%  loss = 0.024
   680m: epoch 25 [#####               ]  29%  loss = 0.026
   680m: epoch 25 [#####               ]  29%  loss = 0.024
   680m: epoch 25 [######              ]  30%  loss = 0.025
   680m: epoch 25 [######              ]  30%  loss = 0.027
   680m: epoch 25 [######              ]  30%  loss = 0.025
   680m: epoch 25 [######              ]  31%  loss = 0.026
   680m: epoch 25 [######              ]  31%  loss = 0.027
   680m: epoch 25 [######              ]  32%  loss = 0.026
   681m: epoch 25 [######              ]  32%  loss = 0.027
   681m: epoch 25 [######              ]  32%  loss = 0.027
   681m: epoch 25 [######              ]  33%  loss = 0.027
   681m: epoch 25 [######              ]  33%  loss = 0.026
   681m: epoch 25 [######              ]  33%  loss = 0.025
   681m: epoch 25 [######              ]  34%  loss = 0.026
   681m: epoch 25 [######              ]  34%  loss = 0.026
   681m: epoch 25 [######              ]  34%  loss = 0.028
   681m: epoch 25 [#######             ]  35%  loss = 0.028
   681m: epoch 25 [#######             ]  35%  loss = 0.027
   681m: epoch 25 [#######             ]  35%  loss = 0.026
   682m: epoch 25 [#######             ]  36%  loss = 0.027
   682m: epoch 25 [#######             ]  36%  loss = 0.027
   682m: epoch 25 [#######             ]  36%  loss = 0.027
   682m: epoch 25 [#######             ]  37%  loss = 0.029
   682m: epoch 25 [#######             ]  37%  loss = 0.026
   682m: epoch 25 [#######             ]  37%  loss = 0.027
   682m: epoch 25 [#######             ]  38%  loss = 0.026
   682m: epoch 25 [#######             ]  38%  loss = 0.025
   682m: epoch 25 [#######             ]  38%  loss = 0.025
   682m: epoch 25 [#######             ]  39%  loss = 0.026
   682m: epoch 25 [#######             ]  39%  loss = 0.027
   683m: epoch 25 [#######             ]  39%  loss = 0.028
   683m: epoch 25 [########            ]  40%  loss = 0.026
   683m: epoch 25 [########            ]  40%  loss = 0.026
   683m: epoch 25 [########            ]  40%  loss = 0.026
   683m: epoch 25 [########            ]  41%  loss = 0.026
   683m: epoch 25 [########            ]  41%  loss = 0.024
   683m: epoch 25 [########            ]  41%  loss = 0.026
   683m: epoch 25 [########            ]  42%  loss = 0.027
   683m: epoch 25 [########            ]  42%  loss = 0.026
   683m: epoch 25 [########            ]  43%  loss = 0.026
   684m: epoch 25 [########            ]  43%  loss = 0.026
   684m: epoch 25 [########            ]  43%  loss = 0.025
   684m: epoch 25 [########            ]  44%  loss = 0.025
   684m: epoch 25 [########            ]  44%  loss = 0.029
   684m: epoch 25 [########            ]  44%  loss = 0.025
   684m: epoch 25 [#########           ]  45%  loss = 0.025
   684m: epoch 25 [#########           ]  45%  loss = 0.026
   684m: epoch 25 [#########           ]  45%  loss = 0.026
   684m: epoch 25 [#########           ]  46%  loss = 0.026
   684m: epoch 25 [#########           ]  46%  loss = 0.025
   684m: epoch 25 [#########           ]  46%  loss = 0.027
   685m: epoch 25 [#########           ]  47%  loss = 0.025
   685m: epoch 25 [#########           ]  47%  loss = 0.027
   685m: epoch 25 [#########           ]  47%  loss = 0.026
   685m: epoch 25 [#########           ]  48%  loss = 0.025
   685m: epoch 25 [#########           ]  48%  loss = 0.026
   685m: epoch 25 [#########           ]  48%  loss = 0.026
   685m: epoch 25 [#########           ]  49%  loss = 0.026
   685m: epoch 25 [#########           ]  49%  loss = 0.028
   685m: epoch 25 [#########           ]  49%  loss = 0.026
   685m: epoch 25 [##########          ]  50%  loss = 0.027
   686m: epoch 25 [##########          ]  50%  loss = 0.026
   686m: epoch 25 [##########          ]  50%  loss = 0.026
   686m: epoch 25 [##########          ]  51%  loss = 0.026
   686m: epoch 25 [##########          ]  51%  loss = 0.027
   686m: epoch 25 [##########          ]  51%  loss = 0.025
   686m: epoch 25 [##########          ]  52%  loss = 0.026
   686m: epoch 25 [##########          ]  52%  loss = 0.027
   686m: epoch 25 [##########          ]  53%  loss = 0.028
   686m: epoch 25 [##########          ]  53%  loss = 0.026
   686m: epoch 25 [##########          ]  53%  loss = 0.027
   686m: epoch 25 [##########          ]  54%  loss = 0.028
   687m: epoch 25 [##########          ]  54%  loss = 0.028
   687m: epoch 25 [##########          ]  54%  loss = 0.026
   687m: epoch 25 [###########         ]  55%  loss = 0.027
   687m: epoch 25 [###########         ]  55%  loss = 0.027
   687m: epoch 25 [###########         ]  55%  loss = 0.027
   687m: epoch 25 [###########         ]  56%  loss = 0.025
   687m: epoch 25 [###########         ]  56%  loss = 0.026
   687m: epoch 25 [###########         ]  56%  loss = 0.028
   687m: epoch 25 [###########         ]  57%  loss = 0.025
   687m: epoch 25 [###########         ]  57%  loss = 0.026
   687m: epoch 25 [###########         ]  57%  loss = 0.027
   688m: epoch 25 [###########         ]  58%  loss = 0.026
   688m: epoch 25 [###########         ]  58%  loss = 0.028
   688m: epoch 25 [###########         ]  58%  loss = 0.026
   688m: epoch 25 [###########         ]  59%  loss = 0.027
   688m: epoch 25 [###########         ]  59%  loss = 0.028
   688m: epoch 25 [###########         ]  59%  loss = 0.026
   688m: epoch 25 [############        ]  60%  loss = 0.026
   688m: epoch 25 [############        ]  60%  loss = 0.026
   688m: epoch 25 [############        ]  60%  loss = 0.030
   688m: epoch 25 [############        ]  61%  loss = 0.024
   689m: epoch 25 [############        ]  61%  loss = 0.028
   689m: epoch 25 [############        ]  61%  loss = 0.027
   689m: epoch 25 [############        ]  62%  loss = 0.029
   689m: epoch 25 [############        ]  62%  loss = 0.027
   689m: epoch 25 [############        ]  62%  loss = 0.028
   689m: epoch 25 [############        ]  63%  loss = 0.027
   689m: epoch 25 [############        ]  63%  loss = 0.028
   689m: epoch 25 [############        ]  64%  loss = 0.027
   689m: epoch 25 [############        ]  64%  loss = 0.027
   689m: epoch 25 [############        ]  64%  loss = 0.027
   689m: epoch 25 [#############       ]  65%  loss = 0.028
   690m: epoch 25 [#############       ]  65%  loss = 0.028
   690m: epoch 25 [#############       ]  65%  loss = 0.027
   690m: epoch 25 [#############       ]  66%  loss = 0.026
   690m: epoch 25 [#############       ]  66%  loss = 0.028
   690m: epoch 25 [#############       ]  66%  loss = 0.025
   690m: epoch 25 [#############       ]  67%  loss = 0.026
   690m: epoch 25 [#############       ]  67%  loss = 0.026
   690m: epoch 25 [#############       ]  67%  loss = 0.027
   690m: epoch 25 [#############       ]  68%  loss = 0.027
   690m: epoch 25 [#############       ]  68%  loss = 0.026
   690m: epoch 25 [#############       ]  68%  loss = 0.027
   691m: epoch 25 [#############       ]  69%  loss = 0.027
   691m: epoch 25 [#############       ]  69%  loss = 0.026
   691m: epoch 25 [#############       ]  69%  loss = 0.026
   691m: epoch 25 [##############      ]  70%  loss = 0.029
   691m: epoch 25 [##############      ]  70%  loss = 0.029
   691m: epoch 25 [##############      ]  70%  loss = 0.028
   691m: epoch 25 [##############      ]  71%  loss = 0.026
   691m: epoch 25 [##############      ]  71%  loss = 0.028
   691m: epoch 25 [##############      ]  71%  loss = 0.027
   691m: epoch 25 [##############      ]  72%  loss = 0.027
   692m: epoch 25 [##############      ]  72%  loss = 0.027
   692m: epoch 25 [##############      ]  72%  loss = 0.027
   692m: epoch 25 [##############      ]  73%  loss = 0.028
   692m: epoch 25 [##############      ]  73%  loss = 0.028
   692m: epoch 25 [##############      ]  74%  loss = 0.027
   692m: epoch 25 [##############      ]  74%  loss = 0.028
   692m: epoch 25 [##############      ]  74%  loss = 0.026
   692m: epoch 25 [###############     ]  75%  loss = 0.027
   692m: epoch 25 [###############     ]  75%  loss = 0.029
   692m: epoch 25 [###############     ]  75%  loss = 0.027
   692m: epoch 25 [###############     ]  76%  loss = 0.026
   693m: epoch 25 [###############     ]  76%  loss = 0.028
   693m: epoch 25 [###############     ]  76%  loss = 0.025
   693m: epoch 25 [###############     ]  77%  loss = 0.028
   693m: epoch 25 [###############     ]  77%  loss = 0.027
   693m: epoch 25 [###############     ]  77%  loss = 0.025
   693m: epoch 25 [###############     ]  78%  loss = 0.027
   693m: epoch 25 [###############     ]  78%  loss = 0.026
   693m: epoch 25 [###############     ]  78%  loss = 0.027
   693m: epoch 25 [###############     ]  79%  loss = 0.029
   693m: epoch 25 [###############     ]  79%  loss = 0.026
   693m: epoch 25 [###############     ]  79%  loss = 0.030
   694m: epoch 25 [################    ]  80%  loss = 0.028
   694m: epoch 25 [################    ]  80%  loss = 0.026
   694m: epoch 25 [################    ]  80%  loss = 0.028
   694m: epoch 25 [################    ]  81%  loss = 0.025
   694m: epoch 25 [################    ]  81%  loss = 0.028
   694m: epoch 25 [################    ]  81%  loss = 0.028
   694m: epoch 25 [################    ]  82%  loss = 0.027
   694m: epoch 25 [################    ]  82%  loss = 0.028
   694m: epoch 25 [################    ]  82%  loss = 0.028
   694m: epoch 25 [################    ]  83%  loss = 0.026
   695m: epoch 25 [################    ]  83%  loss = 0.027
   695m: epoch 25 [################    ]  83%  loss = 0.026
   695m: epoch 25 [################    ]  84%  loss = 0.029
   695m: epoch 25 [################    ]  84%  loss = 0.027
   695m: epoch 25 [#################   ]  85%  loss = 0.028
   695m: epoch 25 [#################   ]  85%  loss = 0.029
   695m: epoch 25 [#################   ]  85%  loss = 0.027
   695m: epoch 25 [#################   ]  86%  loss = 0.028
   695m: epoch 25 [#################   ]  86%  loss = 0.027
   695m: epoch 25 [#################   ]  86%  loss = 0.029
   695m: epoch 25 [#################   ]  87%  loss = 0.028
   696m: epoch 25 [#################   ]  87%  loss = 0.029
   696m: epoch 25 [#################   ]  87%  loss = 0.026
   696m: epoch 25 [#################   ]  88%  loss = 0.027
   696m: epoch 25 [#################   ]  88%  loss = 0.026
   696m: epoch 25 [#################   ]  88%  loss = 0.027
   696m: epoch 25 [#################   ]  89%  loss = 0.027
   696m: epoch 25 [#################   ]  89%  loss = 0.027
   696m: epoch 25 [#################   ]  89%  loss = 0.026
   696m: epoch 25 [##################  ]  90%  loss = 0.027
   696m: epoch 25 [##################  ]  90%  loss = 0.029
   696m: epoch 25 [##################  ]  90%  loss = 0.027
   697m: epoch 25 [##################  ]  91%  loss = 0.027
   697m: epoch 25 [##################  ]  91%  loss = 0.028
   697m: epoch 25 [##################  ]  91%  loss = 0.027
   697m: epoch 25 [##################  ]  92%  loss = 0.027
   697m: epoch 25 [##################  ]  92%  loss = 0.028
   697m: epoch 25 [##################  ]  92%  loss = 0.028
   697m: epoch 25 [##################  ]  93%  loss = 0.026
   697m: epoch 25 [##################  ]  93%  loss = 0.027
   697m: epoch 25 [##################  ]  93%  loss = 0.027
   697m: epoch 25 [##################  ]  94%  loss = 0.027
   698m: epoch 25 [##################  ]  94%  loss = 0.027
   698m: epoch 25 [##################  ]  94%  loss = 0.027
   698m: epoch 25 [################### ]  95%  loss = 0.026
   698m: epoch 25 [################### ]  95%  loss = 0.028
   698m: epoch 25 [################### ]  96%  loss = 0.028
   698m: epoch 25 [################### ]  96%  loss = 0.027
   698m: epoch 25 [################### ]  96%  loss = 0.025
   698m: epoch 25 [################### ]  97%  loss = 0.027
   698m: epoch 25 [################### ]  97%  loss = 0.027
   698m: epoch 25 [################### ]  97%  loss = 0.029
   698m: epoch 25 [################### ]  98%  loss = 0.027
   699m: epoch 25 [################### ]  98%  loss = 0.030
   699m: epoch 25 [################### ]  98%  loss = 0.029
   699m: epoch 25 [################### ]  99%  loss = 0.028
   699m: epoch 25 [################### ]  99%  loss = 0.028
   699m: epoch 25 [################### ]  99%  loss = 0.030
699m: epoch 25 [####################]  100%  loss = 0.030
epoch 25 complete, loss = 0.030
model saved as token_classification_split_3_25_0.03
   699m: epoch 26 [                    ]  0%  loss = ...
   699m: epoch 26 [                    ]  0%  loss = 0.024
   699m: epoch 26 [                    ]  0%  loss = 0.023
   699m: epoch 26 [                    ]  1%  loss = 0.024
   699m: epoch 26 [                    ]  1%  loss = 0.024
   700m: epoch 26 [                    ]  1%  loss = 0.024
   700m: epoch 26 [                    ]  2%  loss = 0.025
   700m: epoch 26 [                    ]  2%  loss = 0.023
   700m: epoch 26 [                    ]  2%  loss = 0.023
   700m: epoch 26 [                    ]  3%  loss = 0.023
   700m: epoch 26 [                    ]  3%  loss = 0.024
   700m: epoch 26 [                    ]  3%  loss = 0.023
   700m: epoch 26 [                    ]  4%  loss = 0.024
   700m: epoch 26 [                    ]  4%  loss = 0.025
   700m: epoch 26 [                    ]  4%  loss = 0.023
   700m: epoch 26 [#                   ]  5%  loss = 0.024
   701m: epoch 26 [#                   ]  5%  loss = 0.025
   701m: epoch 26 [#                   ]  5%  loss = 0.024
   701m: epoch 26 [#                   ]  6%  loss = 0.024
   701m: epoch 26 [#                   ]  6%  loss = 0.024
   701m: epoch 26 [#                   ]  6%  loss = 0.023
   701m: epoch 26 [#                   ]  7%  loss = 0.026
   701m: epoch 26 [#                   ]  7%  loss = 0.023
   701m: epoch 26 [#                   ]  7%  loss = 0.024
   701m: epoch 26 [#                   ]  8%  loss = 0.024
   701m: epoch 26 [#                   ]  8%  loss = 0.023
   701m: epoch 26 [#                   ]  8%  loss = 0.024
   702m: epoch 26 [#                   ]  9%  loss = 0.027
   702m: epoch 26 [#                   ]  9%  loss = 0.024
   702m: epoch 26 [#                   ]  9%  loss = 0.025
   702m: epoch 26 [##                  ]  10%  loss = 0.024
   702m: epoch 26 [##                  ]  10%  loss = 0.024
   702m: epoch 26 [##                  ]  11%  loss = 0.026
   702m: epoch 26 [##                  ]  11%  loss = 0.024
   702m: epoch 26 [##                  ]  11%  loss = 0.026
   702m: epoch 26 [##                  ]  12%  loss = 0.026
   702m: epoch 26 [##                  ]  12%  loss = 0.023
   703m: epoch 26 [##                  ]  12%  loss = 0.026
   703m: epoch 26 [##                  ]  13%  loss = 0.026
   703m: epoch 26 [##                  ]  13%  loss = 0.026
   703m: epoch 26 [##                  ]  13%  loss = 0.024
   703m: epoch 26 [##                  ]  14%  loss = 0.025
   703m: epoch 26 [##                  ]  14%  loss = 0.026
   703m: epoch 26 [##                  ]  14%  loss = 0.025
   703m: epoch 26 [###                 ]  15%  loss = 0.025
   703m: epoch 26 [###                 ]  15%  loss = 0.023
   703m: epoch 26 [###                 ]  15%  loss = 0.024
   703m: epoch 26 [###                 ]  16%  loss = 0.022
   704m: epoch 26 [###                 ]  16%  loss = 0.026
   704m: epoch 26 [###                 ]  16%  loss = 0.025
   704m: epoch 26 [###                 ]  17%  loss = 0.025
   704m: epoch 26 [###                 ]  17%  loss = 0.024
   704m: epoch 26 [###                 ]  17%  loss = 0.025
   704m: epoch 26 [###                 ]  18%  loss = 0.025
   704m: epoch 26 [###                 ]  18%  loss = 0.024
   704m: epoch 26 [###                 ]  18%  loss = 0.025
   704m: epoch 26 [###                 ]  19%  loss = 0.026
   704m: epoch 26 [###                 ]  19%  loss = 0.024
   705m: epoch 26 [###                 ]  19%  loss = 0.024
   705m: epoch 26 [####                ]  20%  loss = 0.026
   705m: epoch 26 [####                ]  20%  loss = 0.024
   705m: epoch 26 [####                ]  20%  loss = 0.026
   705m: epoch 26 [####                ]  21%  loss = 0.024
   705m: epoch 26 [####                ]  21%  loss = 0.025
   705m: epoch 26 [####                ]  22%  loss = 0.026
   705m: epoch 26 [####                ]  22%  loss = 0.024
   705m: epoch 26 [####                ]  22%  loss = 0.025
   705m: epoch 26 [####                ]  23%  loss = 0.025
   705m: epoch 26 [####                ]  23%  loss = 0.028
   706m: epoch 26 [####                ]  23%  loss = 0.025
   706m: epoch 26 [####                ]  24%  loss = 0.025
   706m: epoch 26 [####                ]  24%  loss = 0.023
   706m: epoch 26 [####                ]  24%  loss = 0.026
   706m: epoch 26 [#####               ]  25%  loss = 0.025
   706m: epoch 26 [#####               ]  25%  loss = 0.026
   706m: epoch 26 [#####               ]  25%  loss = 0.025
   706m: epoch 26 [#####               ]  26%  loss = 0.026
   706m: epoch 26 [#####               ]  26%  loss = 0.025
   706m: epoch 26 [#####               ]  26%  loss = 0.024
   706m: epoch 26 [#####               ]  27%  loss = 0.024
   707m: epoch 26 [#####               ]  27%  loss = 0.024
   707m: epoch 26 [#####               ]  27%  loss = 0.025
   707m: epoch 26 [#####               ]  28%  loss = 0.024
   707m: epoch 26 [#####               ]  28%  loss = 0.024
   707m: epoch 26 [#####               ]  28%  loss = 0.027
   707m: epoch 26 [#####               ]  29%  loss = 0.027
   707m: epoch 26 [#####               ]  29%  loss = 0.026
   707m: epoch 26 [#####               ]  29%  loss = 0.024
   707m: epoch 26 [######              ]  30%  loss = 0.024
   707m: epoch 26 [######              ]  30%  loss = 0.026
   708m: epoch 26 [######              ]  30%  loss = 0.026
   708m: epoch 26 [######              ]  31%  loss = 0.027
   708m: epoch 26 [######              ]  31%  loss = 0.026
   708m: epoch 26 [######              ]  32%  loss = 0.025
   708m: epoch 26 [######              ]  32%  loss = 0.027
   708m: epoch 26 [######              ]  32%  loss = 0.026
   708m: epoch 26 [######              ]  33%  loss = 0.026
   708m: epoch 26 [######              ]  33%  loss = 0.026
   708m: epoch 26 [######              ]  33%  loss = 0.025
   708m: epoch 26 [######              ]  34%  loss = 0.026
   708m: epoch 26 [######              ]  34%  loss = 0.027
   709m: epoch 26 [######              ]  34%  loss = 0.026
   709m: epoch 26 [#######             ]  35%  loss = 0.025
   709m: epoch 26 [#######             ]  35%  loss = 0.025
   709m: epoch 26 [#######             ]  35%  loss = 0.025
   709m: epoch 26 [#######             ]  36%  loss = 0.028
   709m: epoch 26 [#######             ]  36%  loss = 0.026
   709m: epoch 26 [#######             ]  36%  loss = 0.023
   709m: epoch 26 [#######             ]  37%  loss = 0.026
   709m: epoch 26 [#######             ]  37%  loss = 0.024
   709m: epoch 26 [#######             ]  37%  loss = 0.025
   709m: epoch 26 [#######             ]  38%  loss = 0.025
   710m: epoch 26 [#######             ]  38%  loss = 0.028
   710m: epoch 26 [#######             ]  38%  loss = 0.026
   710m: epoch 26 [#######             ]  39%  loss = 0.027
   710m: epoch 26 [#######             ]  39%  loss = 0.026
   710m: epoch 26 [#######             ]  39%  loss = 0.027
   710m: epoch 26 [########            ]  40%  loss = 0.027
   710m: epoch 26 [########            ]  40%  loss = 0.024
   710m: epoch 26 [########            ]  40%  loss = 0.027
   710m: epoch 26 [########            ]  41%  loss = 0.024
   710m: epoch 26 [########            ]  41%  loss = 0.026
   711m: epoch 26 [########            ]  41%  loss = 0.027
   711m: epoch 26 [########            ]  42%  loss = 0.027
   711m: epoch 26 [########            ]  42%  loss = 0.028
   711m: epoch 26 [########            ]  43%  loss = 0.028
   711m: epoch 26 [########            ]  43%  loss = 0.028
   711m: epoch 26 [########            ]  43%  loss = 0.025
   711m: epoch 26 [########            ]  44%  loss = 0.025
   711m: epoch 26 [########            ]  44%  loss = 0.026
   711m: epoch 26 [########            ]  44%  loss = 0.026
   711m: epoch 26 [#########           ]  45%  loss = 0.026
   711m: epoch 26 [#########           ]  45%  loss = 0.026
   712m: epoch 26 [#########           ]  45%  loss = 0.028
   712m: epoch 26 [#########           ]  46%  loss = 0.026
   712m: epoch 26 [#########           ]  46%  loss = 0.027
   712m: epoch 26 [#########           ]  46%  loss = 0.027
   712m: epoch 26 [#########           ]  47%  loss = 0.024
   712m: epoch 26 [#########           ]  47%  loss = 0.025
   712m: epoch 26 [#########           ]  47%  loss = 0.025
   712m: epoch 26 [#########           ]  48%  loss = 0.026
   712m: epoch 26 [#########           ]  48%  loss = 0.026
   712m: epoch 26 [#########           ]  48%  loss = 0.025
   712m: epoch 26 [#########           ]  49%  loss = 0.025
   713m: epoch 26 [#########           ]  49%  loss = 0.027
   713m: epoch 26 [#########           ]  49%  loss = 0.026
   713m: epoch 26 [##########          ]  50%  loss = 0.026
   713m: epoch 26 [##########          ]  50%  loss = 0.027
   713m: epoch 26 [##########          ]  50%  loss = 0.026
   713m: epoch 26 [##########          ]  51%  loss = 0.025
   713m: epoch 26 [##########          ]  51%  loss = 0.026
   713m: epoch 26 [##########          ]  51%  loss = 0.026
   713m: epoch 26 [##########          ]  52%  loss = 0.025
   713m: epoch 26 [##########          ]  52%  loss = 0.025
   714m: epoch 26 [##########          ]  53%  loss = 0.028
   714m: epoch 26 [##########          ]  53%  loss = 0.026
   714m: epoch 26 [##########          ]  53%  loss = 0.026
   714m: epoch 26 [##########          ]  54%  loss = 0.025
   714m: epoch 26 [##########          ]  54%  loss = 0.027
   714m: epoch 26 [##########          ]  54%  loss = 0.025
   714m: epoch 26 [###########         ]  55%  loss = 0.028
   714m: epoch 26 [###########         ]  55%  loss = 0.028
   714m: epoch 26 [###########         ]  55%  loss = 0.026
   714m: epoch 26 [###########         ]  56%  loss = 0.028
   714m: epoch 26 [###########         ]  56%  loss = 0.026
   715m: epoch 26 [###########         ]  56%  loss = 0.028
   715m: epoch 26 [###########         ]  57%  loss = 0.027
   715m: epoch 26 [###########         ]  57%  loss = 0.027
   715m: epoch 26 [###########         ]  57%  loss = 0.028
   715m: epoch 26 [###########         ]  58%  loss = 0.024
   715m: epoch 26 [###########         ]  58%  loss = 0.026
   715m: epoch 26 [###########         ]  58%  loss = 0.027
   715m: epoch 26 [###########         ]  59%  loss = 0.026
   715m: epoch 26 [###########         ]  59%  loss = 0.027
   715m: epoch 26 [###########         ]  59%  loss = 0.026
   716m: epoch 26 [############        ]  60%  loss = 0.027
   716m: epoch 26 [############        ]  60%  loss = 0.027
   716m: epoch 26 [############        ]  60%  loss = 0.027
   716m: epoch 26 [############        ]  61%  loss = 0.026
   716m: epoch 26 [############        ]  61%  loss = 0.026
   716m: epoch 26 [############        ]  61%  loss = 0.027
   716m: epoch 26 [############        ]  62%  loss = 0.027
   716m: epoch 26 [############        ]  62%  loss = 0.026
   716m: epoch 26 [############        ]  62%  loss = 0.027
   716m: epoch 26 [############        ]  63%  loss = 0.027
   716m: epoch 26 [############        ]  63%  loss = 0.027
   717m: epoch 26 [############        ]  64%  loss = 0.028
   717m: epoch 26 [############        ]  64%  loss = 0.025
   717m: epoch 26 [############        ]  64%  loss = 0.024
   717m: epoch 26 [#############       ]  65%  loss = 0.024
   717m: epoch 26 [#############       ]  65%  loss = 0.025
   717m: epoch 26 [#############       ]  65%  loss = 0.028
   717m: epoch 26 [#############       ]  66%  loss = 0.026
   717m: epoch 26 [#############       ]  66%  loss = 0.026
   717m: epoch 26 [#############       ]  66%  loss = 0.028
   717m: epoch 26 [#############       ]  67%  loss = 0.027
   717m: epoch 26 [#############       ]  67%  loss = 0.025
   718m: epoch 26 [#############       ]  67%  loss = 0.026
   718m: epoch 26 [#############       ]  68%  loss = 0.026
   718m: epoch 26 [#############       ]  68%  loss = 0.026
   718m: epoch 26 [#############       ]  68%  loss = 0.025
   718m: epoch 26 [#############       ]  69%  loss = 0.027
   718m: epoch 26 [#############       ]  69%  loss = 0.027
   718m: epoch 26 [#############       ]  69%  loss = 0.026
   718m: epoch 26 [##############      ]  70%  loss = 0.028
   718m: epoch 26 [##############      ]  70%  loss = 0.028
   718m: epoch 26 [##############      ]  70%  loss = 0.028
   719m: epoch 26 [##############      ]  71%  loss = 0.028
   719m: epoch 26 [##############      ]  71%  loss = 0.025
   719m: epoch 26 [##############      ]  71%  loss = 0.026
   719m: epoch 26 [##############      ]  72%  loss = 0.026
   719m: epoch 26 [##############      ]  72%  loss = 0.024
   719m: epoch 26 [##############      ]  72%  loss = 0.026
   719m: epoch 26 [##############      ]  73%  loss = 0.027
   719m: epoch 26 [##############      ]  73%  loss = 0.027
   719m: epoch 26 [##############      ]  74%  loss = 0.027
   719m: epoch 26 [##############      ]  74%  loss = 0.027
   719m: epoch 26 [##############      ]  74%  loss = 0.026
   720m: epoch 26 [###############     ]  75%  loss = 0.027
   720m: epoch 26 [###############     ]  75%  loss = 0.026
   720m: epoch 26 [###############     ]  75%  loss = 0.026
   720m: epoch 26 [###############     ]  76%  loss = 0.029
   720m: epoch 26 [###############     ]  76%  loss = 0.026
   720m: epoch 26 [###############     ]  76%  loss = 0.026
   720m: epoch 26 [###############     ]  77%  loss = 0.026
   720m: epoch 26 [###############     ]  77%  loss = 0.028
   720m: epoch 26 [###############     ]  77%  loss = 0.025
   720m: epoch 26 [###############     ]  78%  loss = 0.027
   720m: epoch 26 [###############     ]  78%  loss = 0.026
   721m: epoch 26 [###############     ]  78%  loss = 0.026
   721m: epoch 26 [###############     ]  79%  loss = 0.027
   721m: epoch 26 [###############     ]  79%  loss = 0.027
   721m: epoch 26 [###############     ]  79%  loss = 0.026
   721m: epoch 26 [################    ]  80%  loss = 0.027
   721m: epoch 26 [################    ]  80%  loss = 0.026
   721m: epoch 26 [################    ]  80%  loss = 0.027
   721m: epoch 26 [################    ]  81%  loss = 0.026
   721m: epoch 26 [################    ]  81%  loss = 0.027
   721m: epoch 26 [################    ]  81%  loss = 0.027
   722m: epoch 26 [################    ]  82%  loss = 0.027
   722m: epoch 26 [################    ]  82%  loss = 0.025
   722m: epoch 26 [################    ]  82%  loss = 0.026
   722m: epoch 26 [################    ]  83%  loss = 0.027
   722m: epoch 26 [################    ]  83%  loss = 0.027
   722m: epoch 26 [################    ]  83%  loss = 0.027
   722m: epoch 26 [################    ]  84%  loss = 0.028
   722m: epoch 26 [################    ]  84%  loss = 0.026
   722m: epoch 26 [#################   ]  85%  loss = 0.027
   722m: epoch 26 [#################   ]  85%  loss = 0.028
   722m: epoch 26 [#################   ]  85%  loss = 0.027
   723m: epoch 26 [#################   ]  86%  loss = 0.026
   723m: epoch 26 [#################   ]  86%  loss = 0.029
   723m: epoch 26 [#################   ]  86%  loss = 0.025
   723m: epoch 26 [#################   ]  87%  loss = 0.026
   723m: epoch 26 [#################   ]  87%  loss = 0.027
   723m: epoch 26 [#################   ]  87%  loss = 0.026
   723m: epoch 26 [#################   ]  88%  loss = 0.027
   723m: epoch 26 [#################   ]  88%  loss = 0.029
   723m: epoch 26 [#################   ]  88%  loss = 0.027
   723m: epoch 26 [#################   ]  89%  loss = 0.028
   723m: epoch 26 [#################   ]  89%  loss = 0.027
   724m: epoch 26 [#################   ]  89%  loss = 0.027
   724m: epoch 26 [##################  ]  90%  loss = 0.028
   724m: epoch 26 [##################  ]  90%  loss = 0.027
   724m: epoch 26 [##################  ]  90%  loss = 0.028
   724m: epoch 26 [##################  ]  91%  loss = 0.026
   724m: epoch 26 [##################  ]  91%  loss = 0.028
   724m: epoch 26 [##################  ]  91%  loss = 0.026
   724m: epoch 26 [##################  ]  92%  loss = 0.028
   724m: epoch 26 [##################  ]  92%  loss = 0.028
   724m: epoch 26 [##################  ]  92%  loss = 0.027
   725m: epoch 26 [##################  ]  93%  loss = 0.024
   725m: epoch 26 [##################  ]  93%  loss = 0.027
   725m: epoch 26 [##################  ]  93%  loss = 0.026
   725m: epoch 26 [##################  ]  94%  loss = 0.026
   725m: epoch 26 [##################  ]  94%  loss = 0.025
   725m: epoch 26 [##################  ]  94%  loss = 0.027
   725m: epoch 26 [################### ]  95%  loss = 0.027
   725m: epoch 26 [################### ]  95%  loss = 0.028
   725m: epoch 26 [################### ]  96%  loss = 0.026
   725m: epoch 26 [################### ]  96%  loss = 0.026
   725m: epoch 26 [################### ]  96%  loss = 0.027
   726m: epoch 26 [################### ]  97%  loss = 0.028
   726m: epoch 26 [################### ]  97%  loss = 0.028
   726m: epoch 26 [################### ]  97%  loss = 0.027
   726m: epoch 26 [################### ]  98%  loss = 0.029
   726m: epoch 26 [################### ]  98%  loss = 0.026
   726m: epoch 26 [################### ]  98%  loss = 0.026
   726m: epoch 26 [################### ]  99%  loss = 0.027
   726m: epoch 26 [################### ]  99%  loss = 0.027
   726m: epoch 26 [################### ]  99%  loss = 0.026
726m: epoch 26 [####################]  100%  loss = 0.026
epoch 26 complete, loss = 0.026
model saved as token_classification_split_3_26_0.026
   726m: epoch 27 [                    ]  0%  loss = ...
   727m: epoch 27 [                    ]  0%  loss = 0.025
   727m: epoch 27 [                    ]  0%  loss = 0.022
   727m: epoch 27 [                    ]  1%  loss = 0.024
   727m: epoch 27 [                    ]  1%  loss = 0.024
   727m: epoch 27 [                    ]  1%  loss = 0.023
   727m: epoch 27 [                    ]  2%  loss = 0.026
   727m: epoch 27 [                    ]  2%  loss = 0.023
   727m: epoch 27 [                    ]  2%  loss = 0.024
   727m: epoch 27 [                    ]  3%  loss = 0.025
   727m: epoch 27 [                    ]  3%  loss = 0.024
   727m: epoch 27 [                    ]  3%  loss = 0.025
   728m: epoch 27 [                    ]  4%  loss = 0.024
   728m: epoch 27 [                    ]  4%  loss = 0.023
   728m: epoch 27 [                    ]  4%  loss = 0.023
   728m: epoch 27 [#                   ]  5%  loss = 0.023
   728m: epoch 27 [#                   ]  5%  loss = 0.025
   728m: epoch 27 [#                   ]  5%  loss = 0.023
   728m: epoch 27 [#                   ]  6%  loss = 0.025
   728m: epoch 27 [#                   ]  6%  loss = 0.024
   728m: epoch 27 [#                   ]  6%  loss = 0.024
   728m: epoch 27 [#                   ]  7%  loss = 0.023
   728m: epoch 27 [#                   ]  7%  loss = 0.027
   729m: epoch 27 [#                   ]  7%  loss = 0.024
   729m: epoch 27 [#                   ]  8%  loss = 0.024
   729m: epoch 27 [#                   ]  8%  loss = 0.024
   729m: epoch 27 [#                   ]  8%  loss = 0.024
   729m: epoch 27 [#                   ]  9%  loss = 0.023
   729m: epoch 27 [#                   ]  9%  loss = 0.022
   729m: epoch 27 [#                   ]  9%  loss = 0.026
   729m: epoch 27 [##                  ]  10%  loss = 0.025
   729m: epoch 27 [##                  ]  10%  loss = 0.024
   729m: epoch 27 [##                  ]  11%  loss = 0.024
   730m: epoch 27 [##                  ]  11%  loss = 0.025
   730m: epoch 27 [##                  ]  11%  loss = 0.024
   730m: epoch 27 [##                  ]  12%  loss = 0.023
   730m: epoch 27 [##                  ]  12%  loss = 0.024
   730m: epoch 27 [##                  ]  12%  loss = 0.024
   730m: epoch 27 [##                  ]  13%  loss = 0.024
   730m: epoch 27 [##                  ]  13%  loss = 0.025
   730m: epoch 27 [##                  ]  13%  loss = 0.024
   730m: epoch 27 [##                  ]  14%  loss = 0.025
   730m: epoch 27 [##                  ]  14%  loss = 0.026
   730m: epoch 27 [##                  ]  14%  loss = 0.024
   731m: epoch 27 [###                 ]  15%  loss = 0.024
   731m: epoch 27 [###                 ]  15%  loss = 0.024
   731m: epoch 27 [###                 ]  15%  loss = 0.025
   731m: epoch 27 [###                 ]  16%  loss = 0.024
   731m: epoch 27 [###                 ]  16%  loss = 0.023
   731m: epoch 27 [###                 ]  16%  loss = 0.025
   731m: epoch 27 [###                 ]  17%  loss = 0.025
   731m: epoch 27 [###                 ]  17%  loss = 0.025
   731m: epoch 27 [###                 ]  17%  loss = 0.024
   731m: epoch 27 [###                 ]  18%  loss = 0.023
   731m: epoch 27 [###                 ]  18%  loss = 0.024
   732m: epoch 27 [###                 ]  18%  loss = 0.025
   732m: epoch 27 [###                 ]  19%  loss = 0.024
   732m: epoch 27 [###                 ]  19%  loss = 0.024
   732m: epoch 27 [###                 ]  19%  loss = 0.025
   732m: epoch 27 [####                ]  20%  loss = 0.022
   732m: epoch 27 [####                ]  20%  loss = 0.024
   732m: epoch 27 [####                ]  20%  loss = 0.024
   732m: epoch 27 [####                ]  21%  loss = 0.025
   732m: epoch 27 [####                ]  21%  loss = 0.026
   732m: epoch 27 [####                ]  22%  loss = 0.023
   733m: epoch 27 [####                ]  22%  loss = 0.025
   733m: epoch 27 [####                ]  22%  loss = 0.026
   733m: epoch 27 [####                ]  23%  loss = 0.023
   733m: epoch 27 [####                ]  23%  loss = 0.025
   733m: epoch 27 [####                ]  23%  loss = 0.024
   733m: epoch 27 [####                ]  24%  loss = 0.022
   733m: epoch 27 [####                ]  24%  loss = 0.025
   733m: epoch 27 [####                ]  24%  loss = 0.025
   733m: epoch 27 [#####               ]  25%  loss = 0.025
   733m: epoch 27 [#####               ]  25%  loss = 0.025
   733m: epoch 27 [#####               ]  25%  loss = 0.024
   734m: epoch 27 [#####               ]  26%  loss = 0.026
   734m: epoch 27 [#####               ]  26%  loss = 0.026
   734m: epoch 27 [#####               ]  26%  loss = 0.025
   734m: epoch 27 [#####               ]  27%  loss = 0.024
   734m: epoch 27 [#####               ]  27%  loss = 0.025
   734m: epoch 27 [#####               ]  27%  loss = 0.023
   734m: epoch 27 [#####               ]  28%  loss = 0.024
   734m: epoch 27 [#####               ]  28%  loss = 0.027
   734m: epoch 27 [#####               ]  28%  loss = 0.025
   734m: epoch 27 [#####               ]  29%  loss = 0.028
   734m: epoch 27 [#####               ]  29%  loss = 0.026
   735m: epoch 27 [#####               ]  29%  loss = 0.026
   735m: epoch 27 [######              ]  30%  loss = 0.025
   735m: epoch 27 [######              ]  30%  loss = 0.025
   735m: epoch 27 [######              ]  30%  loss = 0.024
   735m: epoch 27 [######              ]  31%  loss = 0.025
   735m: epoch 27 [######              ]  31%  loss = 0.025
   735m: epoch 27 [######              ]  32%  loss = 0.025
   735m: epoch 27 [######              ]  32%  loss = 0.026
   735m: epoch 27 [######              ]  32%  loss = 0.025
   735m: epoch 27 [######              ]  33%  loss = 0.025
   736m: epoch 27 [######              ]  33%  loss = 0.027
   736m: epoch 27 [######              ]  33%  loss = 0.023
   736m: epoch 27 [######              ]  34%  loss = 0.027
   736m: epoch 27 [######              ]  34%  loss = 0.024
   736m: epoch 27 [######              ]  34%  loss = 0.026
   736m: epoch 27 [#######             ]  35%  loss = 0.024
   736m: epoch 27 [#######             ]  35%  loss = 0.029
   736m: epoch 27 [#######             ]  35%  loss = 0.026
   736m: epoch 27 [#######             ]  36%  loss = 0.024
   736m: epoch 27 [#######             ]  36%  loss = 0.025
   736m: epoch 27 [#######             ]  36%  loss = 0.023
   737m: epoch 27 [#######             ]  37%  loss = 0.025
   737m: epoch 27 [#######             ]  37%  loss = 0.025
   737m: epoch 27 [#######             ]  37%  loss = 0.026
   737m: epoch 27 [#######             ]  38%  loss = 0.024
   737m: epoch 27 [#######             ]  38%  loss = 0.027
   737m: epoch 27 [#######             ]  38%  loss = 0.024
   737m: epoch 27 [#######             ]  39%  loss = 0.027
   737m: epoch 27 [#######             ]  39%  loss = 0.023
   737m: epoch 27 [#######             ]  39%  loss = 0.024
   737m: epoch 27 [########            ]  40%  loss = 0.026
   738m: epoch 27 [########            ]  40%  loss = 0.026
   738m: epoch 27 [########            ]  40%  loss = 0.026
   738m: epoch 27 [########            ]  41%  loss = 0.027
   738m: epoch 27 [########            ]  41%  loss = 0.025
   738m: epoch 27 [########            ]  41%  loss = 0.025
   738m: epoch 27 [########            ]  42%  loss = 0.025
   738m: epoch 27 [########            ]  42%  loss = 0.028
   738m: epoch 27 [########            ]  43%  loss = 0.026
   738m: epoch 27 [########            ]  43%  loss = 0.026
   738m: epoch 27 [########            ]  43%  loss = 0.026
   738m: epoch 27 [########            ]  44%  loss = 0.026
   739m: epoch 27 [########            ]  44%  loss = 0.025
   739m: epoch 27 [########            ]  44%  loss = 0.027
   739m: epoch 27 [#########           ]  45%  loss = 0.026
   739m: epoch 27 [#########           ]  45%  loss = 0.026
   739m: epoch 27 [#########           ]  45%  loss = 0.026
   739m: epoch 27 [#########           ]  46%  loss = 0.023
   739m: epoch 27 [#########           ]  46%  loss = 0.025
   739m: epoch 27 [#########           ]  46%  loss = 0.027
   739m: epoch 27 [#########           ]  47%  loss = 0.025
   739m: epoch 27 [#########           ]  47%  loss = 0.024
   739m: epoch 27 [#########           ]  47%  loss = 0.026
   740m: epoch 27 [#########           ]  48%  loss = 0.025
   740m: epoch 27 [#########           ]  48%  loss = 0.025
   740m: epoch 27 [#########           ]  48%  loss = 0.024
   740m: epoch 27 [#########           ]  49%  loss = 0.026
   740m: epoch 27 [#########           ]  49%  loss = 0.028
   740m: epoch 27 [#########           ]  49%  loss = 0.025
   740m: epoch 27 [##########          ]  50%  loss = 0.026
   740m: epoch 27 [##########          ]  50%  loss = 0.025
   740m: epoch 27 [##########          ]  50%  loss = 0.027
   740m: epoch 27 [##########          ]  51%  loss = 0.028
   741m: epoch 27 [##########          ]  51%  loss = 0.026
   741m: epoch 27 [##########          ]  51%  loss = 0.025
   741m: epoch 27 [##########          ]  52%  loss = 0.026
   741m: epoch 27 [##########          ]  52%  loss = 0.026
   741m: epoch 27 [##########          ]  53%  loss = 0.028
   741m: epoch 27 [##########          ]  53%  loss = 0.026
   741m: epoch 27 [##########          ]  53%  loss = 0.026
   741m: epoch 27 [##########          ]  54%  loss = 0.026
   741m: epoch 27 [##########          ]  54%  loss = 0.026
   741m: epoch 27 [##########          ]  54%  loss = 0.025
   741m: epoch 27 [###########         ]  55%  loss = 0.026
   742m: epoch 27 [###########         ]  55%  loss = 0.026
   742m: epoch 27 [###########         ]  55%  loss = 0.026
   742m: epoch 27 [###########         ]  56%  loss = 0.028
   742m: epoch 27 [###########         ]  56%  loss = 0.025
   742m: epoch 27 [###########         ]  56%  loss = 0.025
   742m: epoch 27 [###########         ]  57%  loss = 0.026
   742m: epoch 27 [###########         ]  57%  loss = 0.025
   742m: epoch 27 [###########         ]  57%  loss = 0.026
   742m: epoch 27 [###########         ]  58%  loss = 0.025
   742m: epoch 27 [###########         ]  58%  loss = 0.024
   742m: epoch 27 [###########         ]  58%  loss = 0.026
   743m: epoch 27 [###########         ]  59%  loss = 0.026
   743m: epoch 27 [###########         ]  59%  loss = 0.026
   743m: epoch 27 [###########         ]  59%  loss = 0.026
   743m: epoch 27 [############        ]  60%  loss = 0.028
   743m: epoch 27 [############        ]  60%  loss = 0.027
   743m: epoch 27 [############        ]  60%  loss = 0.027
   743m: epoch 27 [############        ]  61%  loss = 0.026
   743m: epoch 27 [############        ]  61%  loss = 0.026
   743m: epoch 27 [############        ]  61%  loss = 0.026
   743m: epoch 27 [############        ]  62%  loss = 0.025
   744m: epoch 27 [############        ]  62%  loss = 0.025
   744m: epoch 27 [############        ]  62%  loss = 0.027
   744m: epoch 27 [############        ]  63%  loss = 0.026
   744m: epoch 27 [############        ]  63%  loss = 0.025
   744m: epoch 27 [############        ]  64%  loss = 0.026
   744m: epoch 27 [############        ]  64%  loss = 0.027
   744m: epoch 27 [############        ]  64%  loss = 0.026
   744m: epoch 27 [#############       ]  65%  loss = 0.025
   744m: epoch 27 [#############       ]  65%  loss = 0.027
   744m: epoch 27 [#############       ]  65%  loss = 0.025
   744m: epoch 27 [#############       ]  66%  loss = 0.026
   745m: epoch 27 [#############       ]  66%  loss = 0.028
   745m: epoch 27 [#############       ]  66%  loss = 0.028
   745m: epoch 27 [#############       ]  67%  loss = 0.025
   745m: epoch 27 [#############       ]  67%  loss = 0.025
   745m: epoch 27 [#############       ]  67%  loss = 0.026
   745m: epoch 27 [#############       ]  68%  loss = 0.024
   745m: epoch 27 [#############       ]  68%  loss = 0.026
   745m: epoch 27 [#############       ]  68%  loss = 0.026
   745m: epoch 27 [#############       ]  69%  loss = 0.028
   745m: epoch 27 [#############       ]  69%  loss = 0.027
   745m: epoch 27 [#############       ]  69%  loss = 0.025
   746m: epoch 27 [##############      ]  70%  loss = 0.027
   746m: epoch 27 [##############      ]  70%  loss = 0.026
   746m: epoch 27 [##############      ]  70%  loss = 0.026
   746m: epoch 27 [##############      ]  71%  loss = 0.027
   746m: epoch 27 [##############      ]  71%  loss = 0.026
   746m: epoch 27 [##############      ]  71%  loss = 0.026
   746m: epoch 27 [##############      ]  72%  loss = 0.027
   746m: epoch 27 [##############      ]  72%  loss = 0.028
   746m: epoch 27 [##############      ]  72%  loss = 0.025
   746m: epoch 27 [##############      ]  73%  loss = 0.026
   747m: epoch 27 [##############      ]  73%  loss = 0.026
   747m: epoch 27 [##############      ]  74%  loss = 0.028
   747m: epoch 27 [##############      ]  74%  loss = 0.027
   747m: epoch 27 [##############      ]  74%  loss = 0.026
   747m: epoch 27 [###############     ]  75%  loss = 0.025
   747m: epoch 27 [###############     ]  75%  loss = 0.027
   747m: epoch 27 [###############     ]  75%  loss = 0.027
   747m: epoch 27 [###############     ]  76%  loss = 0.026
   747m: epoch 27 [###############     ]  76%  loss = 0.026
   747m: epoch 27 [###############     ]  76%  loss = 0.027
   747m: epoch 27 [###############     ]  77%  loss = 0.027
   748m: epoch 27 [###############     ]  77%  loss = 0.026
   748m: epoch 27 [###############     ]  77%  loss = 0.028
   748m: epoch 27 [###############     ]  78%  loss = 0.028
   748m: epoch 27 [###############     ]  78%  loss = 0.025
   748m: epoch 27 [###############     ]  78%  loss = 0.025
   748m: epoch 27 [###############     ]  79%  loss = 0.026
   748m: epoch 27 [###############     ]  79%  loss = 0.028
   748m: epoch 27 [###############     ]  79%  loss = 0.027
   748m: epoch 27 [################    ]  80%  loss = 0.027
   748m: epoch 27 [################    ]  80%  loss = 0.028
   749m: epoch 27 [################    ]  80%  loss = 0.025
   749m: epoch 27 [################    ]  81%  loss = 0.026
   749m: epoch 27 [################    ]  81%  loss = 0.025
   749m: epoch 27 [################    ]  81%  loss = 0.025
   749m: epoch 27 [################    ]  82%  loss = 0.027
   749m: epoch 27 [################    ]  82%  loss = 0.025
   749m: epoch 27 [################    ]  82%  loss = 0.027
   749m: epoch 27 [################    ]  83%  loss = 0.027
   749m: epoch 27 [################    ]  83%  loss = 0.027
   749m: epoch 27 [################    ]  83%  loss = 0.025
   749m: epoch 27 [################    ]  84%  loss = 0.028
   750m: epoch 27 [################    ]  84%  loss = 0.027
   750m: epoch 27 [#################   ]  85%  loss = 0.026
   750m: epoch 27 [#################   ]  85%  loss = 0.025
   750m: epoch 27 [#################   ]  85%  loss = 0.029
   750m: epoch 27 [#################   ]  86%  loss = 0.027
   750m: epoch 27 [#################   ]  86%  loss = 0.026
   750m: epoch 27 [#################   ]  86%  loss = 0.027
   750m: epoch 27 [#################   ]  87%  loss = 0.027
   750m: epoch 27 [#################   ]  87%  loss = 0.027
   750m: epoch 27 [#################   ]  87%  loss = 0.026
   751m: epoch 27 [#################   ]  88%  loss = 0.029
   751m: epoch 27 [#################   ]  88%  loss = 0.025
   751m: epoch 27 [#################   ]  88%  loss = 0.027
   751m: epoch 27 [#################   ]  89%  loss = 0.027
   751m: epoch 27 [#################   ]  89%  loss = 0.027
   751m: epoch 27 [#################   ]  89%  loss = 0.028
   751m: epoch 27 [##################  ]  90%  loss = 0.028
   751m: epoch 27 [##################  ]  90%  loss = 0.026
   751m: epoch 27 [##################  ]  90%  loss = 0.027
   751m: epoch 27 [##################  ]  91%  loss = 0.027
   751m: epoch 27 [##################  ]  91%  loss = 0.025
   752m: epoch 27 [##################  ]  91%  loss = 0.027
   752m: epoch 27 [##################  ]  92%  loss = 0.027
   752m: epoch 27 [##################  ]  92%  loss = 0.028
   752m: epoch 27 [##################  ]  92%  loss = 0.026
   752m: epoch 27 [##################  ]  93%  loss = 0.025
   752m: epoch 27 [##################  ]  93%  loss = 0.026
   752m: epoch 27 [##################  ]  93%  loss = 0.026
   752m: epoch 27 [##################  ]  94%  loss = 0.029
   752m: epoch 27 [##################  ]  94%  loss = 0.029
   752m: epoch 27 [##################  ]  94%  loss = 0.025
   752m: epoch 27 [################### ]  95%  loss = 0.030
   753m: epoch 27 [################### ]  95%  loss = 0.027
   753m: epoch 27 [################### ]  96%  loss = 0.027
   753m: epoch 27 [################### ]  96%  loss = 0.027
   753m: epoch 27 [################### ]  96%  loss = 0.028
   753m: epoch 27 [################### ]  97%  loss = 0.026
   753m: epoch 27 [################### ]  97%  loss = 0.029
   753m: epoch 27 [################### ]  97%  loss = 0.027
   753m: epoch 27 [################### ]  98%  loss = 0.028
   753m: epoch 27 [################### ]  98%  loss = 0.028
   753m: epoch 27 [################### ]  98%  loss = 0.026
   754m: epoch 27 [################### ]  99%  loss = 0.027
   754m: epoch 27 [################### ]  99%  loss = 0.026
   754m: epoch 27 [################### ]  99%  loss = 0.027
754m: epoch 27 [####################]  100%  loss = 0.027
epoch 27 complete, loss = 0.027
model saved as token_classification_split_3_27_0.027
   754m: epoch 28 [                    ]  0%  loss = ...
   754m: epoch 28 [                    ]  0%  loss = 0.023
   754m: epoch 28 [                    ]  0%  loss = 0.024
   754m: epoch 28 [                    ]  1%  loss = 0.021
   754m: epoch 28 [                    ]  1%  loss = 0.023
   754m: epoch 28 [                    ]  1%  loss = 0.024
   754m: epoch 28 [                    ]  2%  loss = 0.023
   754m: epoch 28 [                    ]  2%  loss = 0.024
   755m: epoch 28 [                    ]  2%  loss = 0.024
   755m: epoch 28 [                    ]  3%  loss = 0.026
   755m: epoch 28 [                    ]  3%  loss = 0.025
   755m: epoch 28 [                    ]  3%  loss = 0.024
   755m: epoch 28 [                    ]  4%  loss = 0.023
   755m: epoch 28 [                    ]  4%  loss = 0.024
   755m: epoch 28 [                    ]  4%  loss = 0.024
   755m: epoch 28 [#                   ]  5%  loss = 0.025
   755m: epoch 28 [#                   ]  5%  loss = 0.023
   755m: epoch 28 [#                   ]  5%  loss = 0.023
   756m: epoch 28 [#                   ]  6%  loss = 0.025
   756m: epoch 28 [#                   ]  6%  loss = 0.024
   756m: epoch 28 [#                   ]  6%  loss = 0.023
   756m: epoch 28 [#                   ]  7%  loss = 0.024
   756m: epoch 28 [#                   ]  7%  loss = 0.024
   756m: epoch 28 [#                   ]  7%  loss = 0.022
   756m: epoch 28 [#                   ]  8%  loss = 0.021
   756m: epoch 28 [#                   ]  8%  loss = 0.024
   756m: epoch 28 [#                   ]  8%  loss = 0.025
   756m: epoch 28 [#                   ]  9%  loss = 0.025
   757m: epoch 28 [#                   ]  9%  loss = 0.024
   757m: epoch 28 [#                   ]  9%  loss = 0.025
   757m: epoch 28 [##                  ]  10%  loss = 0.025
   757m: epoch 28 [##                  ]  10%  loss = 0.024
   757m: epoch 28 [##                  ]  11%  loss = 0.023
   757m: epoch 28 [##                  ]  11%  loss = 0.025
   757m: epoch 28 [##                  ]  11%  loss = 0.026
   757m: epoch 28 [##                  ]  12%  loss = 0.024
   757m: epoch 28 [##                  ]  12%  loss = 0.024
   757m: epoch 28 [##                  ]  12%  loss = 0.024
   757m: epoch 28 [##                  ]  13%  loss = 0.024
   758m: epoch 28 [##                  ]  13%  loss = 0.025
   758m: epoch 28 [##                  ]  13%  loss = 0.025
   758m: epoch 28 [##                  ]  14%  loss = 0.023
   758m: epoch 28 [##                  ]  14%  loss = 0.026
   758m: epoch 28 [##                  ]  14%  loss = 0.022
   758m: epoch 28 [###                 ]  15%  loss = 0.026
   758m: epoch 28 [###                 ]  15%  loss = 0.023
   758m: epoch 28 [###                 ]  15%  loss = 0.023
   758m: epoch 28 [###                 ]  16%  loss = 0.026
   758m: epoch 28 [###                 ]  16%  loss = 0.025
   759m: epoch 28 [###                 ]  16%  loss = 0.024
   759m: epoch 28 [###                 ]  17%  loss = 0.024
   759m: epoch 28 [###                 ]  17%  loss = 0.025
   759m: epoch 28 [###                 ]  17%  loss = 0.023
   759m: epoch 28 [###                 ]  18%  loss = 0.025
   759m: epoch 28 [###                 ]  18%  loss = 0.025
   759m: epoch 28 [###                 ]  18%  loss = 0.023
   759m: epoch 28 [###                 ]  19%  loss = 0.024
   759m: epoch 28 [###                 ]  19%  loss = 0.025
   759m: epoch 28 [###                 ]  19%  loss = 0.025
   760m: epoch 28 [####                ]  20%  loss = 0.025
   760m: epoch 28 [####                ]  20%  loss = 0.023
   760m: epoch 28 [####                ]  20%  loss = 0.025
   760m: epoch 28 [####                ]  21%  loss = 0.026
   760m: epoch 28 [####                ]  21%  loss = 0.026
   760m: epoch 28 [####                ]  22%  loss = 0.025
   760m: epoch 28 [####                ]  22%  loss = 0.024
   760m: epoch 28 [####                ]  22%  loss = 0.025
   760m: epoch 28 [####                ]  23%  loss = 0.025
   760m: epoch 28 [####                ]  23%  loss = 0.026
   761m: epoch 28 [####                ]  23%  loss = 0.025
   761m: epoch 28 [####                ]  24%  loss = 0.026
   761m: epoch 28 [####                ]  24%  loss = 0.023
   761m: epoch 28 [####                ]  24%  loss = 0.025
   761m: epoch 28 [#####               ]  25%  loss = 0.025
   761m: epoch 28 [#####               ]  25%  loss = 0.026
   761m: epoch 28 [#####               ]  25%  loss = 0.024
   761m: epoch 28 [#####               ]  26%  loss = 0.023
   761m: epoch 28 [#####               ]  26%  loss = 0.026
   761m: epoch 28 [#####               ]  26%  loss = 0.026
   761m: epoch 28 [#####               ]  27%  loss = 0.024
   762m: epoch 28 [#####               ]  27%  loss = 0.026
   762m: epoch 28 [#####               ]  27%  loss = 0.025
   762m: epoch 28 [#####               ]  28%  loss = 0.023
   762m: epoch 28 [#####               ]  28%  loss = 0.026
   762m: epoch 28 [#####               ]  28%  loss = 0.026
   762m: epoch 28 [#####               ]  29%  loss = 0.024
   762m: epoch 28 [#####               ]  29%  loss = 0.023
   762m: epoch 28 [#####               ]  29%  loss = 0.024
   762m: epoch 28 [######              ]  30%  loss = 0.025
   762m: epoch 28 [######              ]  30%  loss = 0.026
   763m: epoch 28 [######              ]  30%  loss = 0.025
   763m: epoch 28 [######              ]  31%  loss = 0.024
   763m: epoch 28 [######              ]  31%  loss = 0.024
   763m: epoch 28 [######              ]  32%  loss = 0.024
   763m: epoch 28 [######              ]  32%  loss = 0.025
   763m: epoch 28 [######              ]  32%  loss = 0.026
   763m: epoch 28 [######              ]  33%  loss = 0.024
   763m: epoch 28 [######              ]  33%  loss = 0.025
   763m: epoch 28 [######              ]  33%  loss = 0.025
   763m: epoch 28 [######              ]  34%  loss = 0.024
   764m: epoch 28 [######              ]  34%  loss = 0.025
   764m: epoch 28 [######              ]  34%  loss = 0.024
   764m: epoch 28 [#######             ]  35%  loss = 0.024
   764m: epoch 28 [#######             ]  35%  loss = 0.025
   764m: epoch 28 [#######             ]  35%  loss = 0.023
   764m: epoch 28 [#######             ]  36%  loss = 0.024
   764m: epoch 28 [#######             ]  36%  loss = 0.025
   764m: epoch 28 [#######             ]  36%  loss = 0.024
   764m: epoch 28 [#######             ]  37%  loss = 0.024
   764m: epoch 28 [#######             ]  37%  loss = 0.027
   765m: epoch 28 [#######             ]  37%  loss = 0.026
   765m: epoch 28 [#######             ]  38%  loss = 0.029
   765m: epoch 28 [#######             ]  38%  loss = 0.024
   765m: epoch 28 [#######             ]  38%  loss = 0.024
   765m: epoch 28 [#######             ]  39%  loss = 0.024
   765m: epoch 28 [#######             ]  39%  loss = 0.027
   765m: epoch 28 [#######             ]  39%  loss = 0.025
   765m: epoch 28 [########            ]  40%  loss = 0.025
   765m: epoch 28 [########            ]  40%  loss = 0.025
   765m: epoch 28 [########            ]  40%  loss = 0.026
   766m: epoch 28 [########            ]  41%  loss = 0.026
   766m: epoch 28 [########            ]  41%  loss = 0.026
   766m: epoch 28 [########            ]  41%  loss = 0.025
   766m: epoch 28 [########            ]  42%  loss = 0.023
   766m: epoch 28 [########            ]  42%  loss = 0.026
   766m: epoch 28 [########            ]  43%  loss = 0.023
   766m: epoch 28 [########            ]  43%  loss = 0.025
   766m: epoch 28 [########            ]  43%  loss = 0.026
   766m: epoch 28 [########            ]  44%  loss = 0.025
   766m: epoch 28 [########            ]  44%  loss = 0.027
   767m: epoch 28 [########            ]  44%  loss = 0.025
   767m: epoch 28 [#########           ]  45%  loss = 0.027
   767m: epoch 28 [#########           ]  45%  loss = 0.024
   767m: epoch 28 [#########           ]  45%  loss = 0.026
   767m: epoch 28 [#########           ]  46%  loss = 0.023
   767m: epoch 28 [#########           ]  46%  loss = 0.026
   767m: epoch 28 [#########           ]  46%  loss = 0.025
   767m: epoch 28 [#########           ]  47%  loss = 0.024
   767m: epoch 28 [#########           ]  47%  loss = 0.026
   767m: epoch 28 [#########           ]  47%  loss = 0.026
   767m: epoch 28 [#########           ]  48%  loss = 0.025
   768m: epoch 28 [#########           ]  48%  loss = 0.026
   768m: epoch 28 [#########           ]  48%  loss = 0.026
   768m: epoch 28 [#########           ]  49%  loss = 0.027
   768m: epoch 28 [#########           ]  49%  loss = 0.025
   768m: epoch 28 [#########           ]  49%  loss = 0.026
   768m: epoch 28 [##########          ]  50%  loss = 0.025
   768m: epoch 28 [##########          ]  50%  loss = 0.024
   768m: epoch 28 [##########          ]  50%  loss = 0.024
   768m: epoch 28 [##########          ]  51%  loss = 0.025
   768m: epoch 28 [##########          ]  51%  loss = 0.026
   769m: epoch 28 [##########          ]  51%  loss = 0.025
   769m: epoch 28 [##########          ]  52%  loss = 0.025
   769m: epoch 28 [##########          ]  52%  loss = 0.028
   769m: epoch 28 [##########          ]  53%  loss = 0.026
   769m: epoch 28 [##########          ]  53%  loss = 0.025
   769m: epoch 28 [##########          ]  53%  loss = 0.026
   769m: epoch 28 [##########          ]  54%  loss = 0.025
   769m: epoch 28 [##########          ]  54%  loss = 0.023
   769m: epoch 28 [##########          ]  54%  loss = 0.025
   769m: epoch 28 [###########         ]  55%  loss = 0.026
   770m: epoch 28 [###########         ]  55%  loss = 0.024
   770m: epoch 28 [###########         ]  55%  loss = 0.024
   770m: epoch 28 [###########         ]  56%  loss = 0.026
   770m: epoch 28 [###########         ]  56%  loss = 0.026
   770m: epoch 28 [###########         ]  56%  loss = 0.025
   770m: epoch 28 [###########         ]  57%  loss = 0.027
   770m: epoch 28 [###########         ]  57%  loss = 0.025
   770m: epoch 28 [###########         ]  57%  loss = 0.027
   770m: epoch 28 [###########         ]  58%  loss = 0.026
   770m: epoch 28 [###########         ]  58%  loss = 0.025
   771m: epoch 28 [###########         ]  58%  loss = 0.026
   771m: epoch 28 [###########         ]  59%  loss = 0.025
   771m: epoch 28 [###########         ]  59%  loss = 0.025
   771m: epoch 28 [###########         ]  59%  loss = 0.024
   771m: epoch 28 [############        ]  60%  loss = 0.025
   771m: epoch 28 [############        ]  60%  loss = 0.028
   771m: epoch 28 [############        ]  60%  loss = 0.025
   771m: epoch 28 [############        ]  61%  loss = 0.024
   771m: epoch 28 [############        ]  61%  loss = 0.026
   771m: epoch 28 [############        ]  61%  loss = 0.026
   772m: epoch 28 [############        ]  62%  loss = 0.027
   772m: epoch 28 [############        ]  62%  loss = 0.027
   772m: epoch 28 [############        ]  62%  loss = 0.026
   772m: epoch 28 [############        ]  63%  loss = 0.024
   772m: epoch 28 [############        ]  63%  loss = 0.025
   772m: epoch 28 [############        ]  64%  loss = 0.025
   772m: epoch 28 [############        ]  64%  loss = 0.027
   772m: epoch 28 [############        ]  64%  loss = 0.025
   772m: epoch 28 [#############       ]  65%  loss = 0.026
   772m: epoch 28 [#############       ]  65%  loss = 0.027
   773m: epoch 28 [#############       ]  65%  loss = 0.025
   773m: epoch 28 [#############       ]  66%  loss = 0.025
   773m: epoch 28 [#############       ]  66%  loss = 0.026
   773m: epoch 28 [#############       ]  66%  loss = 0.026
   773m: epoch 28 [#############       ]  67%  loss = 0.025
   773m: epoch 28 [#############       ]  67%  loss = 0.028
   773m: epoch 28 [#############       ]  67%  loss = 0.026
   773m: epoch 28 [#############       ]  68%  loss = 0.025
   773m: epoch 28 [#############       ]  68%  loss = 0.025
   773m: epoch 28 [#############       ]  68%  loss = 0.027
   774m: epoch 28 [#############       ]  69%  loss = 0.026
   774m: epoch 28 [#############       ]  69%  loss = 0.025
   774m: epoch 28 [#############       ]  69%  loss = 0.028
   774m: epoch 28 [##############      ]  70%  loss = 0.026
   774m: epoch 28 [##############      ]  70%  loss = 0.025
   774m: epoch 28 [##############      ]  70%  loss = 0.026
   774m: epoch 28 [##############      ]  71%  loss = 0.026
   774m: epoch 28 [##############      ]  71%  loss = 0.026
   774m: epoch 28 [##############      ]  71%  loss = 0.024
   774m: epoch 28 [##############      ]  72%  loss = 0.027
   775m: epoch 28 [##############      ]  72%  loss = 0.025
   775m: epoch 28 [##############      ]  72%  loss = 0.027
   775m: epoch 28 [##############      ]  73%  loss = 0.025
   775m: epoch 28 [##############      ]  73%  loss = 0.026
   775m: epoch 28 [##############      ]  74%  loss = 0.024
   775m: epoch 28 [##############      ]  74%  loss = 0.024
   775m: epoch 28 [##############      ]  74%  loss = 0.027
   775m: epoch 28 [###############     ]  75%  loss = 0.027
   775m: epoch 28 [###############     ]  75%  loss = 0.025
   775m: epoch 28 [###############     ]  75%  loss = 0.024
   776m: epoch 28 [###############     ]  76%  loss = 0.025
   776m: epoch 28 [###############     ]  76%  loss = 0.026
   776m: epoch 28 [###############     ]  76%  loss = 0.026
   776m: epoch 28 [###############     ]  77%  loss = 0.026
   776m: epoch 28 [###############     ]  77%  loss = 0.025
   776m: epoch 28 [###############     ]  77%  loss = 0.026
   776m: epoch 28 [###############     ]  78%  loss = 0.025
   776m: epoch 28 [###############     ]  78%  loss = 0.027
   776m: epoch 28 [###############     ]  78%  loss = 0.026
   776m: epoch 28 [###############     ]  79%  loss = 0.028
   777m: epoch 28 [###############     ]  79%  loss = 0.026
   777m: epoch 28 [###############     ]  79%  loss = 0.026
   777m: epoch 28 [################    ]  80%  loss = 0.026
   777m: epoch 28 [################    ]  80%  loss = 0.028
   777m: epoch 28 [################    ]  80%  loss = 0.025
   777m: epoch 28 [################    ]  81%  loss = 0.024
   777m: epoch 28 [################    ]  81%  loss = 0.025
   777m: epoch 28 [################    ]  81%  loss = 0.026
   777m: epoch 28 [################    ]  82%  loss = 0.023
   777m: epoch 28 [################    ]  82%  loss = 0.026
   777m: epoch 28 [################    ]  82%  loss = 0.026
   778m: epoch 28 [################    ]  83%  loss = 0.026
   778m: epoch 28 [################    ]  83%  loss = 0.025
   778m: epoch 28 [################    ]  83%  loss = 0.027
   778m: epoch 28 [################    ]  84%  loss = 0.026
   778m: epoch 28 [################    ]  84%  loss = 0.026
   778m: epoch 28 [#################   ]  85%  loss = 0.029
   778m: epoch 28 [#################   ]  85%  loss = 0.026
   778m: epoch 28 [#################   ]  85%  loss = 0.025
   778m: epoch 28 [#################   ]  86%  loss = 0.027
   778m: epoch 28 [#################   ]  86%  loss = 0.026
   779m: epoch 28 [#################   ]  86%  loss = 0.025
   779m: epoch 28 [#################   ]  87%  loss = 0.025
   779m: epoch 28 [#################   ]  87%  loss = 0.027
   779m: epoch 28 [#################   ]  87%  loss = 0.026
   779m: epoch 28 [#################   ]  88%  loss = 0.027
   779m: epoch 28 [#################   ]  88%  loss = 0.026
   779m: epoch 28 [#################   ]  88%  loss = 0.025
   779m: epoch 28 [#################   ]  89%  loss = 0.026
   779m: epoch 28 [#################   ]  89%  loss = 0.026
   779m: epoch 28 [#################   ]  89%  loss = 0.025
   780m: epoch 28 [##################  ]  90%  loss = 0.025
   780m: epoch 28 [##################  ]  90%  loss = 0.025
   780m: epoch 28 [##################  ]  90%  loss = 0.025
   780m: epoch 28 [##################  ]  91%  loss = 0.024
   780m: epoch 28 [##################  ]  91%  loss = 0.027
   780m: epoch 28 [##################  ]  91%  loss = 0.025
   780m: epoch 28 [##################  ]  92%  loss = 0.028
   780m: epoch 28 [##################  ]  92%  loss = 0.029
   780m: epoch 28 [##################  ]  92%  loss = 0.027
   780m: epoch 28 [##################  ]  93%  loss = 0.028
   781m: epoch 28 [##################  ]  93%  loss = 0.026
   781m: epoch 28 [##################  ]  93%  loss = 0.025
   781m: epoch 28 [##################  ]  94%  loss = 0.025
   781m: epoch 28 [##################  ]  94%  loss = 0.026
   781m: epoch 28 [##################  ]  94%  loss = 0.026
   781m: epoch 28 [################### ]  95%  loss = 0.026
   781m: epoch 28 [################### ]  95%  loss = 0.026
   781m: epoch 28 [################### ]  96%  loss = 0.024
   781m: epoch 28 [################### ]  96%  loss = 0.026
   781m: epoch 28 [################### ]  96%  loss = 0.025
   781m: epoch 28 [################### ]  97%  loss = 0.024
   782m: epoch 28 [################### ]  97%  loss = 0.025
   782m: epoch 28 [################### ]  97%  loss = 0.027
   782m: epoch 28 [################### ]  98%  loss = 0.026
   782m: epoch 28 [################### ]  98%  loss = 0.024
   782m: epoch 28 [################### ]  98%  loss = 0.027
   782m: epoch 28 [################### ]  99%  loss = 0.027
   782m: epoch 28 [################### ]  99%  loss = 0.025
   782m: epoch 28 [################### ]  99%  loss = 0.026
782m: epoch 28 [####################]  100%  loss = 0.026
epoch 28 complete, loss = 0.026
model saved as token_classification_split_3_28_0.026
   782m: epoch 29 [                    ]  0%  loss = ...
   782m: epoch 29 [                    ]  0%  loss = 0.022
   783m: epoch 29 [                    ]  0%  loss = 0.024
   783m: epoch 29 [                    ]  1%  loss = 0.022
   783m: epoch 29 [                    ]  1%  loss = 0.022
   783m: epoch 29 [                    ]  1%  loss = 0.024
   783m: epoch 29 [                    ]  2%  loss = 0.022
   783m: epoch 29 [                    ]  2%  loss = 0.024
   783m: epoch 29 [                    ]  2%  loss = 0.023
   783m: epoch 29 [                    ]  3%  loss = 0.021
   783m: epoch 29 [                    ]  3%  loss = 0.024
   783m: epoch 29 [                    ]  3%  loss = 0.023
   784m: epoch 29 [                    ]  4%  loss = 0.022
   784m: epoch 29 [                    ]  4%  loss = 0.024
   784m: epoch 29 [                    ]  4%  loss = 0.023
   784m: epoch 29 [#                   ]  5%  loss = 0.023
   784m: epoch 29 [#                   ]  5%  loss = 0.024
   784m: epoch 29 [#                   ]  5%  loss = 0.023
   784m: epoch 29 [#                   ]  6%  loss = 0.027
   784m: epoch 29 [#                   ]  6%  loss = 0.026
   784m: epoch 29 [#                   ]  6%  loss = 0.023
   784m: epoch 29 [#                   ]  7%  loss = 0.024
   785m: epoch 29 [#                   ]  7%  loss = 0.023
   785m: epoch 29 [#                   ]  7%  loss = 0.025
   785m: epoch 29 [#                   ]  8%  loss = 0.024
   785m: epoch 29 [#                   ]  8%  loss = 0.023
   785m: epoch 29 [#                   ]  8%  loss = 0.023
   785m: epoch 29 [#                   ]  9%  loss = 0.026
   785m: epoch 29 [#                   ]  9%  loss = 0.025
   785m: epoch 29 [#                   ]  9%  loss = 0.021
   785m: epoch 29 [##                  ]  10%  loss = 0.023
   785m: epoch 29 [##                  ]  10%  loss = 0.024
   785m: epoch 29 [##                  ]  11%  loss = 0.023
   786m: epoch 29 [##                  ]  11%  loss = 0.024
   786m: epoch 29 [##                  ]  11%  loss = 0.024
   786m: epoch 29 [##                  ]  12%  loss = 0.024
   786m: epoch 29 [##                  ]  12%  loss = 0.023
   786m: epoch 29 [##                  ]  12%  loss = 0.022
   786m: epoch 29 [##                  ]  13%  loss = 0.024
   786m: epoch 29 [##                  ]  13%  loss = 0.021
   786m: epoch 29 [##                  ]  13%  loss = 0.023
   786m: epoch 29 [##                  ]  14%  loss = 0.024
   786m: epoch 29 [##                  ]  14%  loss = 0.024
   786m: epoch 29 [##                  ]  14%  loss = 0.026
   787m: epoch 29 [###                 ]  15%  loss = 0.023
   787m: epoch 29 [###                 ]  15%  loss = 0.024
   787m: epoch 29 [###                 ]  15%  loss = 0.026
   787m: epoch 29 [###                 ]  16%  loss = 0.024
   787m: epoch 29 [###                 ]  16%  loss = 0.025
   787m: epoch 29 [###                 ]  16%  loss = 0.024
   787m: epoch 29 [###                 ]  17%  loss = 0.024
   787m: epoch 29 [###                 ]  17%  loss = 0.025
   787m: epoch 29 [###                 ]  17%  loss = 0.024
   787m: epoch 29 [###                 ]  18%  loss = 0.023
   788m: epoch 29 [###                 ]  18%  loss = 0.024
   788m: epoch 29 [###                 ]  18%  loss = 0.023
   788m: epoch 29 [###                 ]  19%  loss = 0.024
   788m: epoch 29 [###                 ]  19%  loss = 0.024
   788m: epoch 29 [###                 ]  19%  loss = 0.024
   788m: epoch 29 [####                ]  20%  loss = 0.024
   788m: epoch 29 [####                ]  20%  loss = 0.024
   788m: epoch 29 [####                ]  20%  loss = 0.024
   788m: epoch 29 [####                ]  21%  loss = 0.024
   788m: epoch 29 [####                ]  21%  loss = 0.024
   788m: epoch 29 [####                ]  22%  loss = 0.023
   789m: epoch 29 [####                ]  22%  loss = 0.026
   789m: epoch 29 [####                ]  22%  loss = 0.025
   789m: epoch 29 [####                ]  23%  loss = 0.025
   789m: epoch 29 [####                ]  23%  loss = 0.025
   789m: epoch 29 [####                ]  23%  loss = 0.026
   789m: epoch 29 [####                ]  24%  loss = 0.023
   789m: epoch 29 [####                ]  24%  loss = 0.024
   789m: epoch 29 [####                ]  24%  loss = 0.024
   789m: epoch 29 [#####               ]  25%  loss = 0.025
   789m: epoch 29 [#####               ]  25%  loss = 0.025
   789m: epoch 29 [#####               ]  25%  loss = 0.025
   790m: epoch 29 [#####               ]  26%  loss = 0.022
   790m: epoch 29 [#####               ]  26%  loss = 0.023
   790m: epoch 29 [#####               ]  26%  loss = 0.025
   790m: epoch 29 [#####               ]  27%  loss = 0.026
   790m: epoch 29 [#####               ]  27%  loss = 0.024
   790m: epoch 29 [#####               ]  27%  loss = 0.025
   790m: epoch 29 [#####               ]  28%  loss = 0.024
   790m: epoch 29 [#####               ]  28%  loss = 0.026
   790m: epoch 29 [#####               ]  28%  loss = 0.023
   790m: epoch 29 [#####               ]  29%  loss = 0.024
   791m: epoch 29 [#####               ]  29%  loss = 0.023
   791m: epoch 29 [#####               ]  29%  loss = 0.023
   791m: epoch 29 [######              ]  30%  loss = 0.024
   791m: epoch 29 [######              ]  30%  loss = 0.023
   791m: epoch 29 [######              ]  30%  loss = 0.024
   791m: epoch 29 [######              ]  31%  loss = 0.023
   791m: epoch 29 [######              ]  31%  loss = 0.024
   791m: epoch 29 [######              ]  32%  loss = 0.026
   791m: epoch 29 [######              ]  32%  loss = 0.025
   791m: epoch 29 [######              ]  32%  loss = 0.025
   791m: epoch 29 [######              ]  33%  loss = 0.024
   792m: epoch 29 [######              ]  33%  loss = 0.023
   792m: epoch 29 [######              ]  33%  loss = 0.025
   792m: epoch 29 [######              ]  34%  loss = 0.025
   792m: epoch 29 [######              ]  34%  loss = 0.024
   792m: epoch 29 [######              ]  34%  loss = 0.024
   792m: epoch 29 [#######             ]  35%  loss = 0.025
   792m: epoch 29 [#######             ]  35%  loss = 0.024
   792m: epoch 29 [#######             ]  35%  loss = 0.025
   792m: epoch 29 [#######             ]  36%  loss = 0.025
   792m: epoch 29 [#######             ]  36%  loss = 0.025
   793m: epoch 29 [#######             ]  36%  loss = 0.024
   793m: epoch 29 [#######             ]  37%  loss = 0.025
   793m: epoch 29 [#######             ]  37%  loss = 0.023
   793m: epoch 29 [#######             ]  37%  loss = 0.024
   793m: epoch 29 [#######             ]  38%  loss = 0.024
   793m: epoch 29 [#######             ]  38%  loss = 0.025
   793m: epoch 29 [#######             ]  38%  loss = 0.026
   793m: epoch 29 [#######             ]  39%  loss = 0.024
   793m: epoch 29 [#######             ]  39%  loss = 0.024
   793m: epoch 29 [#######             ]  39%  loss = 0.026
   793m: epoch 29 [########            ]  40%  loss = 0.026
   794m: epoch 29 [########            ]  40%  loss = 0.025
   794m: epoch 29 [########            ]  40%  loss = 0.026
   794m: epoch 29 [########            ]  41%  loss = 0.027
   794m: epoch 29 [########            ]  41%  loss = 0.024
   794m: epoch 29 [########            ]  41%  loss = 0.024
   794m: epoch 29 [########            ]  42%  loss = 0.025
   794m: epoch 29 [########            ]  42%  loss = 0.026
   794m: epoch 29 [########            ]  43%  loss = 0.024
   794m: epoch 29 [########            ]  43%  loss = 0.023
   794m: epoch 29 [########            ]  43%  loss = 0.024
   794m: epoch 29 [########            ]  44%  loss = 0.026
   795m: epoch 29 [########            ]  44%  loss = 0.022
   795m: epoch 29 [########            ]  44%  loss = 0.024
   795m: epoch 29 [#########           ]  45%  loss = 0.024
   795m: epoch 29 [#########           ]  45%  loss = 0.025
   795m: epoch 29 [#########           ]  45%  loss = 0.025
   795m: epoch 29 [#########           ]  46%  loss = 0.026
   795m: epoch 29 [#########           ]  46%  loss = 0.025
   795m: epoch 29 [#########           ]  46%  loss = 0.026
   795m: epoch 29 [#########           ]  47%  loss = 0.023
   795m: epoch 29 [#########           ]  47%  loss = 0.026
   796m: epoch 29 [#########           ]  47%  loss = 0.024
   796m: epoch 29 [#########           ]  48%  loss = 0.025
   796m: epoch 29 [#########           ]  48%  loss = 0.024
   796m: epoch 29 [#########           ]  48%  loss = 0.025
   796m: epoch 29 [#########           ]  49%  loss = 0.026
   796m: epoch 29 [#########           ]  49%  loss = 0.026
   796m: epoch 29 [#########           ]  49%  loss = 0.025
   796m: epoch 29 [##########          ]  50%  loss = 0.026
   796m: epoch 29 [##########          ]  50%  loss = 0.025
   796m: epoch 29 [##########          ]  50%  loss = 0.025
   796m: epoch 29 [##########          ]  51%  loss = 0.025
   797m: epoch 29 [##########          ]  51%  loss = 0.027
   797m: epoch 29 [##########          ]  51%  loss = 0.024
   797m: epoch 29 [##########          ]  52%  loss = 0.026
   797m: epoch 29 [##########          ]  52%  loss = 0.026
   797m: epoch 29 [##########          ]  53%  loss = 0.026
   797m: epoch 29 [##########          ]  53%  loss = 0.026
   797m: epoch 29 [##########          ]  53%  loss = 0.025
   797m: epoch 29 [##########          ]  54%  loss = 0.024
   797m: epoch 29 [##########          ]  54%  loss = 0.025
   797m: epoch 29 [##########          ]  54%  loss = 0.026
   798m: epoch 29 [###########         ]  55%  loss = 0.026
   798m: epoch 29 [###########         ]  55%  loss = 0.026
   798m: epoch 29 [###########         ]  55%  loss = 0.025
   798m: epoch 29 [###########         ]  56%  loss = 0.024
   798m: epoch 29 [###########         ]  56%  loss = 0.025
   798m: epoch 29 [###########         ]  56%  loss = 0.024
   798m: epoch 29 [###########         ]  57%  loss = 0.026
   798m: epoch 29 [###########         ]  57%  loss = 0.026
   798m: epoch 29 [###########         ]  57%  loss = 0.023
   798m: epoch 29 [###########         ]  58%  loss = 0.026
   798m: epoch 29 [###########         ]  58%  loss = 0.026
   799m: epoch 29 [###########         ]  58%  loss = 0.026
   799m: epoch 29 [###########         ]  59%  loss = 0.026
   799m: epoch 29 [###########         ]  59%  loss = 0.025
   799m: epoch 29 [###########         ]  59%  loss = 0.023
   799m: epoch 29 [############        ]  60%  loss = 0.026
   799m: epoch 29 [############        ]  60%  loss = 0.025
   799m: epoch 29 [############        ]  60%  loss = 0.023
   799m: epoch 29 [############        ]  61%  loss = 0.025
   799m: epoch 29 [############        ]  61%  loss = 0.027
   799m: epoch 29 [############        ]  61%  loss = 0.027
   799m: epoch 29 [############        ]  62%  loss = 0.025
   800m: epoch 29 [############        ]  62%  loss = 0.024
   800m: epoch 29 [############        ]  62%  loss = 0.024
   800m: epoch 29 [############        ]  63%  loss = 0.023
   800m: epoch 29 [############        ]  63%  loss = 0.026
   800m: epoch 29 [############        ]  64%  loss = 0.026
   800m: epoch 29 [############        ]  64%  loss = 0.025
   800m: epoch 29 [############        ]  64%  loss = 0.025
   800m: epoch 29 [#############       ]  65%  loss = 0.024
   800m: epoch 29 [#############       ]  65%  loss = 0.025
   800m: epoch 29 [#############       ]  65%  loss = 0.025
   801m: epoch 29 [#############       ]  66%  loss = 0.025
   801m: epoch 29 [#############       ]  66%  loss = 0.027
   801m: epoch 29 [#############       ]  66%  loss = 0.026
   801m: epoch 29 [#############       ]  67%  loss = 0.024
   801m: epoch 29 [#############       ]  67%  loss = 0.025
   801m: epoch 29 [#############       ]  67%  loss = 0.024
   801m: epoch 29 [#############       ]  68%  loss = 0.025
   801m: epoch 29 [#############       ]  68%  loss = 0.026
   801m: epoch 29 [#############       ]  68%  loss = 0.022
   801m: epoch 29 [#############       ]  69%  loss = 0.028
   801m: epoch 29 [#############       ]  69%  loss = 0.024
   802m: epoch 29 [#############       ]  69%  loss = 0.025
   802m: epoch 29 [##############      ]  70%  loss = 0.026
   802m: epoch 29 [##############      ]  70%  loss = 0.027
   802m: epoch 29 [##############      ]  70%  loss = 0.025
   802m: epoch 29 [##############      ]  71%  loss = 0.024
   802m: epoch 29 [##############      ]  71%  loss = 0.026
   802m: epoch 29 [##############      ]  71%  loss = 0.024
   802m: epoch 29 [##############      ]  72%  loss = 0.026
   802m: epoch 29 [##############      ]  72%  loss = 0.025
   802m: epoch 29 [##############      ]  72%  loss = 0.028
   803m: epoch 29 [##############      ]  73%  loss = 0.026
   803m: epoch 29 [##############      ]  73%  loss = 0.026
   803m: epoch 29 [##############      ]  74%  loss = 0.025
   803m: epoch 29 [##############      ]  74%  loss = 0.027
   803m: epoch 29 [##############      ]  74%  loss = 0.026
   803m: epoch 29 [###############     ]  75%  loss = 0.027
   803m: epoch 29 [###############     ]  75%  loss = 0.024
   803m: epoch 29 [###############     ]  75%  loss = 0.025
   803m: epoch 29 [###############     ]  76%  loss = 0.026
   803m: epoch 29 [###############     ]  76%  loss = 0.025
   803m: epoch 29 [###############     ]  76%  loss = 0.026
   804m: epoch 29 [###############     ]  77%  loss = 0.023
   804m: epoch 29 [###############     ]  77%  loss = 0.028
   804m: epoch 29 [###############     ]  77%  loss = 0.026
   804m: epoch 29 [###############     ]  78%  loss = 0.026
   804m: epoch 29 [###############     ]  78%  loss = 0.026
   804m: epoch 29 [###############     ]  78%  loss = 0.025
   804m: epoch 29 [###############     ]  79%  loss = 0.027
   804m: epoch 29 [###############     ]  79%  loss = 0.024
   804m: epoch 29 [###############     ]  79%  loss = 0.026
   804m: epoch 29 [################    ]  80%  loss = 0.024
   805m: epoch 29 [################    ]  80%  loss = 0.026
   805m: epoch 29 [################    ]  80%  loss = 0.025
   805m: epoch 29 [################    ]  81%  loss = 0.025
   805m: epoch 29 [################    ]  81%  loss = 0.025
   805m: epoch 29 [################    ]  81%  loss = 0.025
   805m: epoch 29 [################    ]  82%  loss = 0.026
   805m: epoch 29 [################    ]  82%  loss = 0.026
   805m: epoch 29 [################    ]  82%  loss = 0.025
   805m: epoch 29 [################    ]  83%  loss = 0.028
   805m: epoch 29 [################    ]  83%  loss = 0.025
   806m: epoch 29 [################    ]  83%  loss = 0.025
   806m: epoch 29 [################    ]  84%  loss = 0.024
   806m: epoch 29 [################    ]  84%  loss = 0.028
   806m: epoch 29 [#################   ]  85%  loss = 0.026
   806m: epoch 29 [#################   ]  85%  loss = 0.027
   806m: epoch 29 [#################   ]  85%  loss = 0.026
   806m: epoch 29 [#################   ]  86%  loss = 0.024
   806m: epoch 29 [#################   ]  86%  loss = 0.027
   806m: epoch 29 [#################   ]  86%  loss = 0.025
   806m: epoch 29 [#################   ]  87%  loss = 0.025
   807m: epoch 29 [#################   ]  87%  loss = 0.025
   807m: epoch 29 [#################   ]  87%  loss = 0.025
   807m: epoch 29 [#################   ]  88%  loss = 0.025
   807m: epoch 29 [#################   ]  88%  loss = 0.025
   807m: epoch 29 [#################   ]  88%  loss = 0.027
   807m: epoch 29 [#################   ]  89%  loss = 0.027
   807m: epoch 29 [#################   ]  89%  loss = 0.028
   807m: epoch 29 [#################   ]  89%  loss = 0.026
   807m: epoch 29 [##################  ]  90%  loss = 0.025
   807m: epoch 29 [##################  ]  90%  loss = 0.025
   808m: epoch 29 [##################  ]  90%  loss = 0.025
   808m: epoch 29 [##################  ]  91%  loss = 0.026
   808m: epoch 29 [##################  ]  91%  loss = 0.026
   808m: epoch 29 [##################  ]  91%  loss = 0.026
   808m: epoch 29 [##################  ]  92%  loss = 0.026
   808m: epoch 29 [##################  ]  92%  loss = 0.026
   808m: epoch 29 [##################  ]  92%  loss = 0.027
   808m: epoch 29 [##################  ]  93%  loss = 0.025
   808m: epoch 29 [##################  ]  93%  loss = 0.025
   808m: epoch 29 [##################  ]  93%  loss = 0.025
   809m: epoch 29 [##################  ]  94%  loss = 0.026
   809m: epoch 29 [##################  ]  94%  loss = 0.025
   809m: epoch 29 [##################  ]  94%  loss = 0.029
   809m: epoch 29 [################### ]  95%  loss = 0.026
   809m: epoch 29 [################### ]  95%  loss = 0.026
   809m: epoch 29 [################### ]  96%  loss = 0.026
   809m: epoch 29 [################### ]  96%  loss = 0.026
   809m: epoch 29 [################### ]  96%  loss = 0.026
   809m: epoch 29 [################### ]  97%  loss = 0.025
   810m: epoch 29 [################### ]  97%  loss = 0.026
   810m: epoch 29 [################### ]  97%  loss = 0.025
   810m: epoch 29 [################### ]  98%  loss = 0.025
   810m: epoch 29 [################### ]  98%  loss = 0.026
   810m: epoch 29 [################### ]  98%  loss = 0.026
   810m: epoch 29 [################### ]  99%  loss = 0.027
   810m: epoch 29 [################### ]  99%  loss = 0.027
   810m: epoch 29 [################### ]  99%  loss = 0.026
810m: epoch 29 [####################]  100%  loss = 0.026
epoch 29 complete, loss = 0.026
model saved as token_classification_split_3_29_0.026
   810m: epoch 30 [                    ]  0%  loss = ...
   810m: epoch 30 [                    ]  0%  loss = 0.022
   811m: epoch 30 [                    ]  0%  loss = 0.023
   811m: epoch 30 [                    ]  1%  loss = 0.023
   811m: epoch 30 [                    ]  1%  loss = 0.023
   811m: epoch 30 [                    ]  1%  loss = 0.023
   811m: epoch 30 [                    ]  2%  loss = 0.022
   811m: epoch 30 [                    ]  2%  loss = 0.022
   811m: epoch 30 [                    ]  2%  loss = 0.023
   811m: epoch 30 [                    ]  3%  loss = 0.022
   811m: epoch 30 [                    ]  3%  loss = 0.023
   812m: epoch 30 [                    ]  3%  loss = 0.022
   812m: epoch 30 [                    ]  4%  loss = 0.024
   812m: epoch 30 [                    ]  4%  loss = 0.022
   812m: epoch 30 [                    ]  4%  loss = 0.025
   812m: epoch 30 [#                   ]  5%  loss = 0.022
   812m: epoch 30 [#                   ]  5%  loss = 0.023
   812m: epoch 30 [#                   ]  5%  loss = 0.023
   812m: epoch 30 [#                   ]  6%  loss = 0.022
   812m: epoch 30 [#                   ]  6%  loss = 0.023
   812m: epoch 30 [#                   ]  6%  loss = 0.024
   813m: epoch 30 [#                   ]  7%  loss = 0.022
   813m: epoch 30 [#                   ]  7%  loss = 0.024
   813m: epoch 30 [#                   ]  7%  loss = 0.022
   813m: epoch 30 [#                   ]  8%  loss = 0.022
   813m: epoch 30 [#                   ]  8%  loss = 0.024
   813m: epoch 30 [#                   ]  8%  loss = 0.023
   813m: epoch 30 [#                   ]  9%  loss = 0.023
   813m: epoch 30 [#                   ]  9%  loss = 0.022
   813m: epoch 30 [#                   ]  9%  loss = 0.022
   813m: epoch 30 [##                  ]  10%  loss = 0.024
   814m: epoch 30 [##                  ]  10%  loss = 0.023
   814m: epoch 30 [##                  ]  11%  loss = 0.024
   814m: epoch 30 [##                  ]  11%  loss = 0.024
   814m: epoch 30 [##                  ]  11%  loss = 0.023
   814m: epoch 30 [##                  ]  12%  loss = 0.023
   814m: epoch 30 [##                  ]  12%  loss = 0.024
   814m: epoch 30 [##                  ]  12%  loss = 0.024
   814m: epoch 30 [##                  ]  13%  loss = 0.022
   814m: epoch 30 [##                  ]  13%  loss = 0.023
   814m: epoch 30 [##                  ]  13%  loss = 0.022
   815m: epoch 30 [##                  ]  14%  loss = 0.023
   815m: epoch 30 [##                  ]  14%  loss = 0.022
   815m: epoch 30 [##                  ]  14%  loss = 0.025
   815m: epoch 30 [###                 ]  15%  loss = 0.024
   815m: epoch 30 [###                 ]  15%  loss = 0.024
   815m: epoch 30 [###                 ]  15%  loss = 0.024
   815m: epoch 30 [###                 ]  16%  loss = 0.024
   815m: epoch 30 [###                 ]  16%  loss = 0.024
   815m: epoch 30 [###                 ]  16%  loss = 0.023
   816m: epoch 30 [###                 ]  17%  loss = 0.024
   816m: epoch 30 [###                 ]  17%  loss = 0.025
   816m: epoch 30 [###                 ]  17%  loss = 0.023
   816m: epoch 30 [###                 ]  18%  loss = 0.024
   816m: epoch 30 [###                 ]  18%  loss = 0.022
   816m: epoch 30 [###                 ]  18%  loss = 0.025
   816m: epoch 30 [###                 ]  19%  loss = 0.021
   816m: epoch 30 [###                 ]  19%  loss = 0.023
   816m: epoch 30 [###                 ]  19%  loss = 0.024
   816m: epoch 30 [####                ]  20%  loss = 0.022
   817m: epoch 30 [####                ]  20%  loss = 0.024
   817m: epoch 30 [####                ]  20%  loss = 0.025
   817m: epoch 30 [####                ]  21%  loss = 0.026
   817m: epoch 30 [####                ]  21%  loss = 0.025
   817m: epoch 30 [####                ]  22%  loss = 0.024
   817m: epoch 30 [####                ]  22%  loss = 0.024
   817m: epoch 30 [####                ]  22%  loss = 0.025
   817m: epoch 30 [####                ]  23%  loss = 0.024
   817m: epoch 30 [####                ]  23%  loss = 0.024
   817m: epoch 30 [####                ]  23%  loss = 0.024
   818m: epoch 30 [####                ]  24%  loss = 0.023
   818m: epoch 30 [####                ]  24%  loss = 0.022
   818m: epoch 30 [####                ]  24%  loss = 0.023
   818m: epoch 30 [#####               ]  25%  loss = 0.024
   818m: epoch 30 [#####               ]  25%  loss = 0.023
   818m: epoch 30 [#####               ]  25%  loss = 0.025
   818m: epoch 30 [#####               ]  26%  loss = 0.025
   818m: epoch 30 [#####               ]  26%  loss = 0.024
   818m: epoch 30 [#####               ]  26%  loss = 0.023
   819m: epoch 30 [#####               ]  27%  loss = 0.024
   819m: epoch 30 [#####               ]  27%  loss = 0.024
   819m: epoch 30 [#####               ]  27%  loss = 0.024
   819m: epoch 30 [#####               ]  28%  loss = 0.023
   819m: epoch 30 [#####               ]  28%  loss = 0.025
   819m: epoch 30 [#####               ]  28%  loss = 0.023
   819m: epoch 30 [#####               ]  29%  loss = 0.024
   819m: epoch 30 [#####               ]  29%  loss = 0.024
   819m: epoch 30 [#####               ]  29%  loss = 0.025
   819m: epoch 30 [######              ]  30%  loss = 0.026
   820m: epoch 30 [######              ]  30%  loss = 0.023
   820m: epoch 30 [######              ]  30%  loss = 0.024
   820m: epoch 30 [######              ]  31%  loss = 0.025
   820m: epoch 30 [######              ]  31%  loss = 0.022
   820m: epoch 30 [######              ]  32%  loss = 0.024
   820m: epoch 30 [######              ]  32%  loss = 0.023
   820m: epoch 30 [######              ]  32%  loss = 0.024
   820m: epoch 30 [######              ]  33%  loss = 0.024
   820m: epoch 30 [######              ]  33%  loss = 0.023
   820m: epoch 30 [######              ]  33%  loss = 0.025
   821m: epoch 30 [######              ]  34%  loss = 0.025
   821m: epoch 30 [######              ]  34%  loss = 0.025
   821m: epoch 30 [######              ]  34%  loss = 0.024
   821m: epoch 30 [#######             ]  35%  loss = 0.025
   821m: epoch 30 [#######             ]  35%  loss = 0.027
   821m: epoch 30 [#######             ]  35%  loss = 0.023
   821m: epoch 30 [#######             ]  36%  loss = 0.026
   821m: epoch 30 [#######             ]  36%  loss = 0.024
   821m: epoch 30 [#######             ]  36%  loss = 0.024
   822m: epoch 30 [#######             ]  37%  loss = 0.024
   822m: epoch 30 [#######             ]  37%  loss = 0.023
   822m: epoch 30 [#######             ]  37%  loss = 0.024
   822m: epoch 30 [#######             ]  38%  loss = 0.023
   822m: epoch 30 [#######             ]  38%  loss = 0.023
   822m: epoch 30 [#######             ]  38%  loss = 0.024
   822m: epoch 30 [#######             ]  39%  loss = 0.024
   822m: epoch 30 [#######             ]  39%  loss = 0.025
   822m: epoch 30 [#######             ]  39%  loss = 0.025
   822m: epoch 30 [########            ]  40%  loss = 0.026
   823m: epoch 30 [########            ]  40%  loss = 0.024
   823m: epoch 30 [########            ]  40%  loss = 0.025
   823m: epoch 30 [########            ]  41%  loss = 0.024
   823m: epoch 30 [########            ]  41%  loss = 0.023
   823m: epoch 30 [########            ]  41%  loss = 0.024
   823m: epoch 30 [########            ]  42%  loss = 0.023
   823m: epoch 30 [########            ]  42%  loss = 0.027
   823m: epoch 30 [########            ]  43%  loss = 0.025
   823m: epoch 30 [########            ]  43%  loss = 0.024
   823m: epoch 30 [########            ]  43%  loss = 0.025
   824m: epoch 30 [########            ]  44%  loss = 0.022
   824m: epoch 30 [########            ]  44%  loss = 0.025
   824m: epoch 30 [########            ]  44%  loss = 0.023
   824m: epoch 30 [#########           ]  45%  loss = 0.026
   824m: epoch 30 [#########           ]  45%  loss = 0.024
   824m: epoch 30 [#########           ]  45%  loss = 0.024
   824m: epoch 30 [#########           ]  46%  loss = 0.024
   824m: epoch 30 [#########           ]  46%  loss = 0.025
   824m: epoch 30 [#########           ]  46%  loss = 0.026
   825m: epoch 30 [#########           ]  47%  loss = 0.025
   825m: epoch 30 [#########           ]  47%  loss = 0.023
   825m: epoch 30 [#########           ]  47%  loss = 0.025
   825m: epoch 30 [#########           ]  48%  loss = 0.024
   825m: epoch 30 [#########           ]  48%  loss = 0.024
   825m: epoch 30 [#########           ]  48%  loss = 0.025
   825m: epoch 30 [#########           ]  49%  loss = 0.023
   825m: epoch 30 [#########           ]  49%  loss = 0.025
   825m: epoch 30 [#########           ]  49%  loss = 0.024
   825m: epoch 30 [##########          ]  50%  loss = 0.026
   826m: epoch 30 [##########          ]  50%  loss = 0.025
   826m: epoch 30 [##########          ]  50%  loss = 0.026
   826m: epoch 30 [##########          ]  51%  loss = 0.024
   826m: epoch 30 [##########          ]  51%  loss = 0.028
   826m: epoch 30 [##########          ]  51%  loss = 0.025
   826m: epoch 30 [##########          ]  52%  loss = 0.026
   826m: epoch 30 [##########          ]  52%  loss = 0.026
   826m: epoch 30 [##########          ]  53%  loss = 0.025
   826m: epoch 30 [##########          ]  53%  loss = 0.023
   826m: epoch 30 [##########          ]  53%  loss = 0.024
   827m: epoch 30 [##########          ]  54%  loss = 0.024
   827m: epoch 30 [##########          ]  54%  loss = 0.023
   827m: epoch 30 [##########          ]  54%  loss = 0.025
   827m: epoch 30 [###########         ]  55%  loss = 0.025
   827m: epoch 30 [###########         ]  55%  loss = 0.025
   827m: epoch 30 [###########         ]  55%  loss = 0.025
   827m: epoch 30 [###########         ]  56%  loss = 0.026
   827m: epoch 30 [###########         ]  56%  loss = 0.024
   827m: epoch 30 [###########         ]  56%  loss = 0.026
   828m: epoch 30 [###########         ]  57%  loss = 0.027
   828m: epoch 30 [###########         ]  57%  loss = 0.025
   828m: epoch 30 [###########         ]  57%  loss = 0.027
   828m: epoch 30 [###########         ]  58%  loss = 0.024
   828m: epoch 30 [###########         ]  58%  loss = 0.025
   828m: epoch 30 [###########         ]  58%  loss = 0.025
   828m: epoch 30 [###########         ]  59%  loss = 0.025
   828m: epoch 30 [###########         ]  59%  loss = 0.024
   828m: epoch 30 [###########         ]  59%  loss = 0.027
   828m: epoch 30 [############        ]  60%  loss = 0.026
   829m: epoch 30 [############        ]  60%  loss = 0.025
   829m: epoch 30 [############        ]  60%  loss = 0.026
   829m: epoch 30 [############        ]  61%  loss = 0.026
   829m: epoch 30 [############        ]  61%  loss = 0.027
   829m: epoch 30 [############        ]  61%  loss = 0.025
   829m: epoch 30 [############        ]  62%  loss = 0.026
   829m: epoch 30 [############        ]  62%  loss = 0.025
   829m: epoch 30 [############        ]  62%  loss = 0.025
   829m: epoch 30 [############        ]  63%  loss = 0.024
   829m: epoch 30 [############        ]  63%  loss = 0.024
   830m: epoch 30 [############        ]  64%  loss = 0.027
   830m: epoch 30 [############        ]  64%  loss = 0.022
   830m: epoch 30 [############        ]  64%  loss = 0.024
   830m: epoch 30 [#############       ]  65%  loss = 0.025
   830m: epoch 30 [#############       ]  65%  loss = 0.024
   830m: epoch 30 [#############       ]  65%  loss = 0.024
   830m: epoch 30 [#############       ]  66%  loss = 0.023
   830m: epoch 30 [#############       ]  66%  loss = 0.026
   830m: epoch 30 [#############       ]  66%  loss = 0.027
   831m: epoch 30 [#############       ]  67%  loss = 0.026
   831m: epoch 30 [#############       ]  67%  loss = 0.024
   831m: epoch 30 [#############       ]  67%  loss = 0.023
   831m: epoch 30 [#############       ]  68%  loss = 0.026
   831m: epoch 30 [#############       ]  68%  loss = 0.024
   831m: epoch 30 [#############       ]  68%  loss = 0.026
   831m: epoch 30 [#############       ]  69%  loss = 0.024
   831m: epoch 30 [#############       ]  69%  loss = 0.023
   831m: epoch 30 [#############       ]  69%  loss = 0.026
   831m: epoch 30 [##############      ]  70%  loss = 0.023
   832m: epoch 30 [##############      ]  70%  loss = 0.026
   832m: epoch 30 [##############      ]  70%  loss = 0.025
   832m: epoch 30 [##############      ]  71%  loss = 0.026
   832m: epoch 30 [##############      ]  71%  loss = 0.025
   832m: epoch 30 [##############      ]  71%  loss = 0.026
   832m: epoch 30 [##############      ]  72%  loss = 0.026
   832m: epoch 30 [##############      ]  72%  loss = 0.026
   832m: epoch 30 [##############      ]  72%  loss = 0.024
   832m: epoch 30 [##############      ]  73%  loss = 0.027
   832m: epoch 30 [##############      ]  73%  loss = 0.025
   833m: epoch 30 [##############      ]  74%  loss = 0.025
   833m: epoch 30 [##############      ]  74%  loss = 0.027
   833m: epoch 30 [##############      ]  74%  loss = 0.027
   833m: epoch 30 [###############     ]  75%  loss = 0.026
   833m: epoch 30 [###############     ]  75%  loss = 0.024
   833m: epoch 30 [###############     ]  75%  loss = 0.025
   833m: epoch 30 [###############     ]  76%  loss = 0.025
   833m: epoch 30 [###############     ]  76%  loss = 0.025
   833m: epoch 30 [###############     ]  76%  loss = 0.025
   833m: epoch 30 [###############     ]  77%  loss = 0.027
   834m: epoch 30 [###############     ]  77%  loss = 0.025
   834m: epoch 30 [###############     ]  77%  loss = 0.025
   834m: epoch 30 [###############     ]  78%  loss = 0.026
   834m: epoch 30 [###############     ]  78%  loss = 0.023
   834m: epoch 30 [###############     ]  78%  loss = 0.025
   834m: epoch 30 [###############     ]  79%  loss = 0.025
   834m: epoch 30 [###############     ]  79%  loss = 0.024
   834m: epoch 30 [###############     ]  79%  loss = 0.025
   834m: epoch 30 [################    ]  80%  loss = 0.026
   835m: epoch 30 [################    ]  80%  loss = 0.025
   835m: epoch 30 [################    ]  80%  loss = 0.026
   835m: epoch 30 [################    ]  81%  loss = 0.026
   835m: epoch 30 [################    ]  81%  loss = 0.024
   835m: epoch 30 [################    ]  81%  loss = 0.027
   835m: epoch 30 [################    ]  82%  loss = 0.024
   835m: epoch 30 [################    ]  82%  loss = 0.025
   835m: epoch 30 [################    ]  82%  loss = 0.025
   835m: epoch 30 [################    ]  83%  loss = 0.026
   835m: epoch 30 [################    ]  83%  loss = 0.027
   836m: epoch 30 [################    ]  83%  loss = 0.026
   836m: epoch 30 [################    ]  84%  loss = 0.027
   836m: epoch 30 [################    ]  84%  loss = 0.025
   836m: epoch 30 [#################   ]  85%  loss = 0.027
   836m: epoch 30 [#################   ]  85%  loss = 0.024
   836m: epoch 30 [#################   ]  85%  loss = 0.026
   836m: epoch 30 [#################   ]  86%  loss = 0.025
   836m: epoch 30 [#################   ]  86%  loss = 0.026
   836m: epoch 30 [#################   ]  86%  loss = 0.027
   837m: epoch 30 [#################   ]  87%  loss = 0.026
   837m: epoch 30 [#################   ]  87%  loss = 0.026
   837m: epoch 30 [#################   ]  87%  loss = 0.026
   837m: epoch 30 [#################   ]  88%  loss = 0.025
   837m: epoch 30 [#################   ]  88%  loss = 0.027
   837m: epoch 30 [#################   ]  88%  loss = 0.025
   837m: epoch 30 [#################   ]  89%  loss = 0.026
   837m: epoch 30 [#################   ]  89%  loss = 0.026
   837m: epoch 30 [#################   ]  89%  loss = 0.026
   837m: epoch 30 [##################  ]  90%  loss = 0.025
   838m: epoch 30 [##################  ]  90%  loss = 0.025
   838m: epoch 30 [##################  ]  90%  loss = 0.024
   838m: epoch 30 [##################  ]  91%  loss = 0.026
   838m: epoch 30 [##################  ]  91%  loss = 0.026
   838m: epoch 30 [##################  ]  91%  loss = 0.025
   838m: epoch 30 [##################  ]  92%  loss = 0.026
   838m: epoch 30 [##################  ]  92%  loss = 0.026
   838m: epoch 30 [##################  ]  92%  loss = 0.026
   838m: epoch 30 [##################  ]  93%  loss = 0.025
   838m: epoch 30 [##################  ]  93%  loss = 0.028
   839m: epoch 30 [##################  ]  93%  loss = 0.025
   839m: epoch 30 [##################  ]  94%  loss = 0.024
   839m: epoch 30 [##################  ]  94%  loss = 0.026
   839m: epoch 30 [##################  ]  94%  loss = 0.026
   839m: epoch 30 [################### ]  95%  loss = 0.027
   839m: epoch 30 [################### ]  95%  loss = 0.025
   839m: epoch 30 [################### ]  96%  loss = 0.025
   839m: epoch 30 [################### ]  96%  loss = 0.026
   839m: epoch 30 [################### ]  96%  loss = 0.024
   840m: epoch 30 [################### ]  97%  loss = 0.025
   840m: epoch 30 [################### ]  97%  loss = 0.026
   840m: epoch 30 [################### ]  97%  loss = 0.026
   840m: epoch 30 [################### ]  98%  loss = 0.026
   840m: epoch 30 [################### ]  98%  loss = 0.024
   840m: epoch 30 [################### ]  98%  loss = 0.026
   840m: epoch 30 [################### ]  99%  loss = 0.025
   840m: epoch 30 [################### ]  99%  loss = 0.027
   840m: epoch 30 [################### ]  99%  loss = 0.025
840m: epoch 30 [####################]  100%  loss = 0.025
epoch 30 complete, loss = 0.025
model saved as token_classification_split_3_30_0.025
   840m: epoch 31 [                    ]  0%  loss = ...
   841m: epoch 31 [                    ]  0%  loss = 0.022
   841m: epoch 31 [                    ]  0%  loss = 0.022
   841m: epoch 31 [                    ]  1%  loss = 0.022
   841m: epoch 31 [                    ]  1%  loss = 0.022
   841m: epoch 31 [                    ]  1%  loss = 0.022
   841m: epoch 31 [                    ]  2%  loss = 0.023
   841m: epoch 31 [                    ]  2%  loss = 0.021
   841m: epoch 31 [                    ]  2%  loss = 0.022
   841m: epoch 31 [                    ]  3%  loss = 0.022
   842m: epoch 31 [                    ]  3%  loss = 0.023
   842m: epoch 31 [                    ]  3%  loss = 0.023
   842m: epoch 31 [                    ]  4%  loss = 0.023
   842m: epoch 31 [                    ]  4%  loss = 0.022
   842m: epoch 31 [                    ]  4%  loss = 0.022
   842m: epoch 31 [#                   ]  5%  loss = 0.021
   842m: epoch 31 [#                   ]  5%  loss = 0.024
   842m: epoch 31 [#                   ]  5%  loss = 0.024
   842m: epoch 31 [#                   ]  6%  loss = 0.022
   842m: epoch 31 [#                   ]  6%  loss = 0.021
   843m: epoch 31 [#                   ]  6%  loss = 0.022
   843m: epoch 31 [#                   ]  7%  loss = 0.023
   843m: epoch 31 [#                   ]  7%  loss = 0.022
   843m: epoch 31 [#                   ]  7%  loss = 0.024
   843m: epoch 31 [#                   ]  8%  loss = 0.024
   843m: epoch 31 [#                   ]  8%  loss = 0.023
   843m: epoch 31 [#                   ]  8%  loss = 0.024
   843m: epoch 31 [#                   ]  9%  loss = 0.024
   843m: epoch 31 [#                   ]  9%  loss = 0.023
   844m: epoch 31 [#                   ]  9%  loss = 0.023
   844m: epoch 31 [##                  ]  10%  loss = 0.024
   844m: epoch 31 [##                  ]  10%  loss = 0.023
   844m: epoch 31 [##                  ]  11%  loss = 0.022
   844m: epoch 31 [##                  ]  11%  loss = 0.024
   844m: epoch 31 [##                  ]  11%  loss = 0.023
   844m: epoch 31 [##                  ]  12%  loss = 0.022
   844m: epoch 31 [##                  ]  12%  loss = 0.023
   844m: epoch 31 [##                  ]  12%  loss = 0.022
   844m: epoch 31 [##                  ]  13%  loss = 0.023
   845m: epoch 31 [##                  ]  13%  loss = 0.022
   845m: epoch 31 [##                  ]  13%  loss = 0.022
   845m: epoch 31 [##                  ]  14%  loss = 0.023
   845m: epoch 31 [##                  ]  14%  loss = 0.024
   845m: epoch 31 [##                  ]  14%  loss = 0.023
   845m: epoch 31 [###                 ]  15%  loss = 0.023
   845m: epoch 31 [###                 ]  15%  loss = 0.025
   845m: epoch 31 [###                 ]  15%  loss = 0.024
   845m: epoch 31 [###                 ]  16%  loss = 0.023
   845m: epoch 31 [###                 ]  16%  loss = 0.024
   846m: epoch 31 [###                 ]  16%  loss = 0.023
   846m: epoch 31 [###                 ]  17%  loss = 0.023
   846m: epoch 31 [###                 ]  17%  loss = 0.024
   846m: epoch 31 [###                 ]  17%  loss = 0.022
   846m: epoch 31 [###                 ]  18%  loss = 0.024
   846m: epoch 31 [###                 ]  18%  loss = 0.023
   846m: epoch 31 [###                 ]  18%  loss = 0.023
   846m: epoch 31 [###                 ]  19%  loss = 0.026
   846m: epoch 31 [###                 ]  19%  loss = 0.023
   847m: epoch 31 [###                 ]  19%  loss = 0.024
   847m: epoch 31 [####                ]  20%  loss = 0.024
   847m: epoch 31 [####                ]  20%  loss = 0.023
   847m: epoch 31 [####                ]  20%  loss = 0.025
   847m: epoch 31 [####                ]  21%  loss = 0.024
   847m: epoch 31 [####                ]  21%  loss = 0.023
   847m: epoch 31 [####                ]  22%  loss = 0.023
   847m: epoch 31 [####                ]  22%  loss = 0.021
   847m: epoch 31 [####                ]  22%  loss = 0.022
   847m: epoch 31 [####                ]  23%  loss = 0.023
   848m: epoch 31 [####                ]  23%  loss = 0.022
   848m: epoch 31 [####                ]  23%  loss = 0.023
   848m: epoch 31 [####                ]  24%  loss = 0.024
   848m: epoch 31 [####                ]  24%  loss = 0.027
   848m: epoch 31 [####                ]  24%  loss = 0.023
   848m: epoch 31 [#####               ]  25%  loss = 0.024
   848m: epoch 31 [#####               ]  25%  loss = 0.023
   848m: epoch 31 [#####               ]  25%  loss = 0.024
   848m: epoch 31 [#####               ]  26%  loss = 0.022
   849m: epoch 31 [#####               ]  26%  loss = 0.024
   849m: epoch 31 [#####               ]  26%  loss = 0.026
   849m: epoch 31 [#####               ]  27%  loss = 0.025
   849m: epoch 31 [#####               ]  27%  loss = 0.023
   849m: epoch 31 [#####               ]  27%  loss = 0.023
   849m: epoch 31 [#####               ]  28%  loss = 0.023
   849m: epoch 31 [#####               ]  28%  loss = 0.026
   849m: epoch 31 [#####               ]  28%  loss = 0.023
   849m: epoch 31 [#####               ]  29%  loss = 0.025
   849m: epoch 31 [#####               ]  29%  loss = 0.022
   850m: epoch 31 [#####               ]  29%  loss = 0.024
   850m: epoch 31 [######              ]  30%  loss = 0.025
   850m: epoch 31 [######              ]  30%  loss = 0.023
   850m: epoch 31 [######              ]  30%  loss = 0.025
   850m: epoch 31 [######              ]  31%  loss = 0.024
   850m: epoch 31 [######              ]  31%  loss = 0.024
   850m: epoch 31 [######              ]  32%  loss = 0.023
   850m: epoch 31 [######              ]  32%  loss = 0.025
   850m: epoch 31 [######              ]  32%  loss = 0.021
   851m: epoch 31 [######              ]  33%  loss = 0.025
   851m: epoch 31 [######              ]  33%  loss = 0.024
   851m: epoch 31 [######              ]  33%  loss = 0.024
   851m: epoch 31 [######              ]  34%  loss = 0.024
   851m: epoch 31 [######              ]  34%  loss = 0.025
   851m: epoch 31 [######              ]  34%  loss = 0.024
   851m: epoch 31 [#######             ]  35%  loss = 0.024
   851m: epoch 31 [#######             ]  35%  loss = 0.025
   851m: epoch 31 [#######             ]  35%  loss = 0.025
   851m: epoch 31 [#######             ]  36%  loss = 0.024
   852m: epoch 31 [#######             ]  36%  loss = 0.025
   852m: epoch 31 [#######             ]  36%  loss = 0.025
   852m: epoch 31 [#######             ]  37%  loss = 0.023
   852m: epoch 31 [#######             ]  37%  loss = 0.024
   852m: epoch 31 [#######             ]  37%  loss = 0.023
   852m: epoch 31 [#######             ]  38%  loss = 0.024
   852m: epoch 31 [#######             ]  38%  loss = 0.023
   852m: epoch 31 [#######             ]  38%  loss = 0.024
   852m: epoch 31 [#######             ]  39%  loss = 0.025
   852m: epoch 31 [#######             ]  39%  loss = 0.025
   853m: epoch 31 [#######             ]  39%  loss = 0.024
   853m: epoch 31 [########            ]  40%  loss = 0.025
   853m: epoch 31 [########            ]  40%  loss = 0.025
   853m: epoch 31 [########            ]  40%  loss = 0.025
   853m: epoch 31 [########            ]  41%  loss = 0.024
   853m: epoch 31 [########            ]  41%  loss = 0.024
   853m: epoch 31 [########            ]  41%  loss = 0.025
   853m: epoch 31 [########            ]  42%  loss = 0.023
   853m: epoch 31 [########            ]  42%  loss = 0.025
   854m: epoch 31 [########            ]  43%  loss = 0.024
   854m: epoch 31 [########            ]  43%  loss = 0.022
   854m: epoch 31 [########            ]  43%  loss = 0.023
   854m: epoch 31 [########            ]  44%  loss = 0.024
   854m: epoch 31 [########            ]  44%  loss = 0.024
   854m: epoch 31 [########            ]  44%  loss = 0.024
   854m: epoch 31 [#########           ]  45%  loss = 0.024
   854m: epoch 31 [#########           ]  45%  loss = 0.024
   854m: epoch 31 [#########           ]  45%  loss = 0.025
   854m: epoch 31 [#########           ]  46%  loss = 0.023
   855m: epoch 31 [#########           ]  46%  loss = 0.024
   855m: epoch 31 [#########           ]  46%  loss = 0.025
   855m: epoch 31 [#########           ]  47%  loss = 0.024
   855m: epoch 31 [#########           ]  47%  loss = 0.026
   855m: epoch 31 [#########           ]  47%  loss = 0.024
   855m: epoch 31 [#########           ]  48%  loss = 0.024
   855m: epoch 31 [#########           ]  48%  loss = 0.024
   855m: epoch 31 [#########           ]  48%  loss = 0.023
   855m: epoch 31 [#########           ]  49%  loss = 0.026
   856m: epoch 31 [#########           ]  49%  loss = 0.024
   856m: epoch 31 [#########           ]  49%  loss = 0.025
   856m: epoch 31 [##########          ]  50%  loss = 0.025
   856m: epoch 31 [##########          ]  50%  loss = 0.024
   856m: epoch 31 [##########          ]  50%  loss = 0.025
   856m: epoch 31 [##########          ]  51%  loss = 0.024
   856m: epoch 31 [##########          ]  51%  loss = 0.025
   856m: epoch 31 [##########          ]  51%  loss = 0.024
   856m: epoch 31 [##########          ]  52%  loss = 0.024
   856m: epoch 31 [##########          ]  52%  loss = 0.025
   857m: epoch 31 [##########          ]  53%  loss = 0.024
   857m: epoch 31 [##########          ]  53%  loss = 0.026
   857m: epoch 31 [##########          ]  53%  loss = 0.025
   857m: epoch 31 [##########          ]  54%  loss = 0.024
   857m: epoch 31 [##########          ]  54%  loss = 0.026
   857m: epoch 31 [##########          ]  54%  loss = 0.024
   857m: epoch 31 [###########         ]  55%  loss = 0.026
   857m: epoch 31 [###########         ]  55%  loss = 0.024
   857m: epoch 31 [###########         ]  55%  loss = 0.023
   858m: epoch 31 [###########         ]  56%  loss = 0.026
   858m: epoch 31 [###########         ]  56%  loss = 0.026
   858m: epoch 31 [###########         ]  56%  loss = 0.026
   858m: epoch 31 [###########         ]  57%  loss = 0.024
   858m: epoch 31 [###########         ]  57%  loss = 0.026
   858m: epoch 31 [###########         ]  57%  loss = 0.024
   858m: epoch 31 [###########         ]  58%  loss = 0.024
   858m: epoch 31 [###########         ]  58%  loss = 0.024
   858m: epoch 31 [###########         ]  58%  loss = 0.027
   858m: epoch 31 [###########         ]  59%  loss = 0.024
   859m: epoch 31 [###########         ]  59%  loss = 0.022
   859m: epoch 31 [###########         ]  59%  loss = 0.025
   859m: epoch 31 [############        ]  60%  loss = 0.024
   859m: epoch 31 [############        ]  60%  loss = 0.024
   859m: epoch 31 [############        ]  60%  loss = 0.024
   859m: epoch 31 [############        ]  61%  loss = 0.025
   859m: epoch 31 [############        ]  61%  loss = 0.024
   859m: epoch 31 [############        ]  61%  loss = 0.025
   859m: epoch 31 [############        ]  62%  loss = 0.025
   860m: epoch 31 [############        ]  62%  loss = 0.023
   860m: epoch 31 [############        ]  62%  loss = 0.023
   860m: epoch 31 [############        ]  63%  loss = 0.025
   860m: epoch 31 [############        ]  63%  loss = 0.023
   860m: epoch 31 [############        ]  64%  loss = 0.025
   860m: epoch 31 [############        ]  64%  loss = 0.025
   860m: epoch 31 [############        ]  64%  loss = 0.025
   860m: epoch 31 [#############       ]  65%  loss = 0.026
   860m: epoch 31 [#############       ]  65%  loss = 0.026
   860m: epoch 31 [#############       ]  65%  loss = 0.024
   861m: epoch 31 [#############       ]  66%  loss = 0.026
   861m: epoch 31 [#############       ]  66%  loss = 0.024
   861m: epoch 31 [#############       ]  66%  loss = 0.023
   861m: epoch 31 [#############       ]  67%  loss = 0.023
   861m: epoch 31 [#############       ]  67%  loss = 0.025
   861m: epoch 31 [#############       ]  67%  loss = 0.024
   861m: epoch 31 [#############       ]  68%  loss = 0.025
   861m: epoch 31 [#############       ]  68%  loss = 0.025
   861m: epoch 31 [#############       ]  68%  loss = 0.024
   862m: epoch 31 [#############       ]  69%  loss = 0.025
   862m: epoch 31 [#############       ]  69%  loss = 0.025
   862m: epoch 31 [#############       ]  69%  loss = 0.025
   862m: epoch 31 [##############      ]  70%  loss = 0.025
   862m: epoch 31 [##############      ]  70%  loss = 0.025
   862m: epoch 31 [##############      ]  70%  loss = 0.024
   862m: epoch 31 [##############      ]  71%  loss = 0.026
   862m: epoch 31 [##############      ]  71%  loss = 0.026
   862m: epoch 31 [##############      ]  71%  loss = 0.026
   862m: epoch 31 [##############      ]  72%  loss = 0.026
   863m: epoch 31 [##############      ]  72%  loss = 0.026
   863m: epoch 31 [##############      ]  72%  loss = 0.027
   863m: epoch 31 [##############      ]  73%  loss = 0.024
   863m: epoch 31 [##############      ]  73%  loss = 0.024
   863m: epoch 31 [##############      ]  74%  loss = 0.025
   863m: epoch 31 [##############      ]  74%  loss = 0.027
   863m: epoch 31 [##############      ]  74%  loss = 0.025
   863m: epoch 31 [###############     ]  75%  loss = 0.027
   863m: epoch 31 [###############     ]  75%  loss = 0.024
   864m: epoch 31 [###############     ]  75%  loss = 0.026
   864m: epoch 31 [###############     ]  76%  loss = 0.024
   864m: epoch 31 [###############     ]  76%  loss = 0.025
   864m: epoch 31 [###############     ]  76%  loss = 0.024
   864m: epoch 31 [###############     ]  77%  loss = 0.027
   864m: epoch 31 [###############     ]  77%  loss = 0.023
   864m: epoch 31 [###############     ]  77%  loss = 0.024
   864m: epoch 31 [###############     ]  78%  loss = 0.024
   864m: epoch 31 [###############     ]  78%  loss = 0.027
   864m: epoch 31 [###############     ]  78%  loss = 0.024
   865m: epoch 31 [###############     ]  79%  loss = 0.026
   865m: epoch 31 [###############     ]  79%  loss = 0.024
   865m: epoch 31 [###############     ]  79%  loss = 0.024
   865m: epoch 31 [################    ]  80%  loss = 0.025
   865m: epoch 31 [################    ]  80%  loss = 0.024
   865m: epoch 31 [################    ]  80%  loss = 0.026
   865m: epoch 31 [################    ]  81%  loss = 0.026
   865m: epoch 31 [################    ]  81%  loss = 0.025
   865m: epoch 31 [################    ]  81%  loss = 0.024
   865m: epoch 31 [################    ]  82%  loss = 0.026
   866m: epoch 31 [################    ]  82%  loss = 0.025
   866m: epoch 31 [################    ]  82%  loss = 0.025
   866m: epoch 31 [################    ]  83%  loss = 0.026
   866m: epoch 31 [################    ]  83%  loss = 0.026
   866m: epoch 31 [################    ]  83%  loss = 0.024
   866m: epoch 31 [################    ]  84%  loss = 0.027
   866m: epoch 31 [################    ]  84%  loss = 0.024
   866m: epoch 31 [#################   ]  85%  loss = 0.025
   866m: epoch 31 [#################   ]  85%  loss = 0.026
   867m: epoch 31 [#################   ]  85%  loss = 0.024
   867m: epoch 31 [#################   ]  86%  loss = 0.024
   867m: epoch 31 [#################   ]  86%  loss = 0.025
   867m: epoch 31 [#################   ]  86%  loss = 0.025
   867m: epoch 31 [#################   ]  87%  loss = 0.025
   867m: epoch 31 [#################   ]  87%  loss = 0.026
   867m: epoch 31 [#################   ]  87%  loss = 0.024
   867m: epoch 31 [#################   ]  88%  loss = 0.025
   867m: epoch 31 [#################   ]  88%  loss = 0.027
   867m: epoch 31 [#################   ]  88%  loss = 0.025
   867m: epoch 31 [#################   ]  89%  loss = 0.026
   868m: epoch 31 [#################   ]  89%  loss = 0.026
   868m: epoch 31 [#################   ]  89%  loss = 0.024
   868m: epoch 31 [##################  ]  90%  loss = 0.026
   868m: epoch 31 [##################  ]  90%  loss = 0.026
   868m: epoch 31 [##################  ]  90%  loss = 0.025
   868m: epoch 31 [##################  ]  91%  loss = 0.024
   868m: epoch 31 [##################  ]  91%  loss = 0.026
   868m: epoch 31 [##################  ]  91%  loss = 0.024
   868m: epoch 31 [##################  ]  92%  loss = 0.024
   869m: epoch 31 [##################  ]  92%  loss = 0.024
   869m: epoch 31 [##################  ]  92%  loss = 0.026
   869m: epoch 31 [##################  ]  93%  loss = 0.025
   869m: epoch 31 [##################  ]  93%  loss = 0.026
   869m: epoch 31 [##################  ]  93%  loss = 0.023
   869m: epoch 31 [##################  ]  94%  loss = 0.028
   869m: epoch 31 [##################  ]  94%  loss = 0.025
   869m: epoch 31 [##################  ]  94%  loss = 0.024
   869m: epoch 31 [################### ]  95%  loss = 0.025
   869m: epoch 31 [################### ]  95%  loss = 0.024
   870m: epoch 31 [################### ]  96%  loss = 0.026
   870m: epoch 31 [################### ]  96%  loss = 0.024
   870m: epoch 31 [################### ]  96%  loss = 0.026
   870m: epoch 31 [################### ]  97%  loss = 0.025
   870m: epoch 31 [################### ]  97%  loss = 0.026
   870m: epoch 31 [################### ]  97%  loss = 0.026
   870m: epoch 31 [################### ]  98%  loss = 0.026
   870m: epoch 31 [################### ]  98%  loss = 0.024
   870m: epoch 31 [################### ]  98%  loss = 0.024
   870m: epoch 31 [################### ]  99%  loss = 0.024
   871m: epoch 31 [################### ]  99%  loss = 0.024
   871m: epoch 31 [################### ]  99%  loss = 0.025
871m: epoch 31 [####################]  100%  loss = 0.025
epoch 31 complete, loss = 0.025
model saved as token_classification_split_3_31_0.025
   871m: epoch 32 [                    ]  0%  loss = ...
   871m: epoch 32 [                    ]  0%  loss = 0.022
   871m: epoch 32 [                    ]  0%  loss = 0.022
   871m: epoch 32 [                    ]  1%  loss = 0.021
   871m: epoch 32 [                    ]  1%  loss = 0.021
   871m: epoch 32 [                    ]  1%  loss = 0.023
   871m: epoch 32 [                    ]  2%  loss = 0.024
   871m: epoch 32 [                    ]  2%  loss = 0.022
   872m: epoch 32 [                    ]  2%  loss = 0.022
   872m: epoch 32 [                    ]  3%  loss = 0.023
   872m: epoch 32 [                    ]  3%  loss = 0.022
   872m: epoch 32 [                    ]  3%  loss = 0.023
   872m: epoch 32 [                    ]  4%  loss = 0.022
   872m: epoch 32 [                    ]  4%  loss = 0.022
   872m: epoch 32 [                    ]  4%  loss = 0.021
   872m: epoch 32 [#                   ]  5%  loss = 0.022
   872m: epoch 32 [#                   ]  5%  loss = 0.022
   872m: epoch 32 [#                   ]  5%  loss = 0.023
   873m: epoch 32 [#                   ]  6%  loss = 0.023
   873m: epoch 32 [#                   ]  6%  loss = 0.024
   873m: epoch 32 [#                   ]  6%  loss = 0.024
   873m: epoch 32 [#                   ]  7%  loss = 0.023
   873m: epoch 32 [#                   ]  7%  loss = 0.022
   873m: epoch 32 [#                   ]  7%  loss = 0.022
   873m: epoch 32 [#                   ]  8%  loss = 0.024
   873m: epoch 32 [#                   ]  8%  loss = 0.024
   873m: epoch 32 [#                   ]  8%  loss = 0.024
   873m: epoch 32 [#                   ]  9%  loss = 0.023
   874m: epoch 32 [#                   ]  9%  loss = 0.023
   874m: epoch 32 [#                   ]  9%  loss = 0.023
   874m: epoch 32 [##                  ]  10%  loss = 0.023
   874m: epoch 32 [##                  ]  10%  loss = 0.021
   874m: epoch 32 [##                  ]  11%  loss = 0.023
   874m: epoch 32 [##                  ]  11%  loss = 0.021
   874m: epoch 32 [##                  ]  11%  loss = 0.023
   874m: epoch 32 [##                  ]  12%  loss = 0.023
   874m: epoch 32 [##                  ]  12%  loss = 0.023
   875m: epoch 32 [##                  ]  12%  loss = 0.026
   875m: epoch 32 [##                  ]  13%  loss = 0.025
   875m: epoch 32 [##                  ]  13%  loss = 0.023
   875m: epoch 32 [##                  ]  13%  loss = 0.024
   875m: epoch 32 [##                  ]  14%  loss = 0.023
   875m: epoch 32 [##                  ]  14%  loss = 0.025
   875m: epoch 32 [##                  ]  14%  loss = 0.024
   875m: epoch 32 [###                 ]  15%  loss = 0.025
   875m: epoch 32 [###                 ]  15%  loss = 0.023
   875m: epoch 32 [###                 ]  15%  loss = 0.024
   876m: epoch 32 [###                 ]  16%  loss = 0.021
   876m: epoch 32 [###                 ]  16%  loss = 0.021
   876m: epoch 32 [###                 ]  16%  loss = 0.024
   876m: epoch 32 [###                 ]  17%  loss = 0.022
   876m: epoch 32 [###                 ]  17%  loss = 0.023
   876m: epoch 32 [###                 ]  17%  loss = 0.022
   876m: epoch 32 [###                 ]  18%  loss = 0.023
   876m: epoch 32 [###                 ]  18%  loss = 0.023
   876m: epoch 32 [###                 ]  18%  loss = 0.022
   876m: epoch 32 [###                 ]  19%  loss = 0.024
   877m: epoch 32 [###                 ]  19%  loss = 0.023
   877m: epoch 32 [###                 ]  19%  loss = 0.025
   877m: epoch 32 [####                ]  20%  loss = 0.025
   877m: epoch 32 [####                ]  20%  loss = 0.024
   877m: epoch 32 [####                ]  20%  loss = 0.024
   877m: epoch 32 [####                ]  21%  loss = 0.025
   877m: epoch 32 [####                ]  21%  loss = 0.023
   877m: epoch 32 [####                ]  22%  loss = 0.023
   877m: epoch 32 [####                ]  22%  loss = 0.022
   877m: epoch 32 [####                ]  22%  loss = 0.024
   878m: epoch 32 [####                ]  23%  loss = 0.023
   878m: epoch 32 [####                ]  23%  loss = 0.022
   878m: epoch 32 [####                ]  23%  loss = 0.024
   878m: epoch 32 [####                ]  24%  loss = 0.023
   878m: epoch 32 [####                ]  24%  loss = 0.024
   878m: epoch 32 [####                ]  24%  loss = 0.024
   878m: epoch 32 [#####               ]  25%  loss = 0.023
   878m: epoch 32 [#####               ]  25%  loss = 0.024
   878m: epoch 32 [#####               ]  25%  loss = 0.023
   878m: epoch 32 [#####               ]  26%  loss = 0.024
   879m: epoch 32 [#####               ]  26%  loss = 0.021
   879m: epoch 32 [#####               ]  26%  loss = 0.023
   879m: epoch 32 [#####               ]  27%  loss = 0.024
   879m: epoch 32 [#####               ]  27%  loss = 0.024
   879m: epoch 32 [#####               ]  27%  loss = 0.022
   879m: epoch 32 [#####               ]  28%  loss = 0.024
   879m: epoch 32 [#####               ]  28%  loss = 0.022
   879m: epoch 32 [#####               ]  28%  loss = 0.023
   879m: epoch 32 [#####               ]  29%  loss = 0.023
   879m: epoch 32 [#####               ]  29%  loss = 0.023
   880m: epoch 32 [#####               ]  29%  loss = 0.025
   880m: epoch 32 [######              ]  30%  loss = 0.023
   880m: epoch 32 [######              ]  30%  loss = 0.023
   880m: epoch 32 [######              ]  30%  loss = 0.023
   880m: epoch 32 [######              ]  31%  loss = 0.023
   880m: epoch 32 [######              ]  31%  loss = 0.023
   880m: epoch 32 [######              ]  32%  loss = 0.023
   880m: epoch 32 [######              ]  32%  loss = 0.024
   880m: epoch 32 [######              ]  32%  loss = 0.024
   881m: epoch 32 [######              ]  33%  loss = 0.024
   881m: epoch 32 [######              ]  33%  loss = 0.023
   881m: epoch 32 [######              ]  33%  loss = 0.023
   881m: epoch 32 [######              ]  34%  loss = 0.025
   881m: epoch 32 [######              ]  34%  loss = 0.024
   881m: epoch 32 [######              ]  34%  loss = 0.024
   881m: epoch 32 [#######             ]  35%  loss = 0.023
   881m: epoch 32 [#######             ]  35%  loss = 0.023
   881m: epoch 32 [#######             ]  35%  loss = 0.025
   881m: epoch 32 [#######             ]  36%  loss = 0.024
   882m: epoch 32 [#######             ]  36%  loss = 0.023
   882m: epoch 32 [#######             ]  36%  loss = 0.023
   882m: epoch 32 [#######             ]  37%  loss = 0.024
   882m: epoch 32 [#######             ]  37%  loss = 0.024
   882m: epoch 32 [#######             ]  37%  loss = 0.025
   882m: epoch 32 [#######             ]  38%  loss = 0.023
   882m: epoch 32 [#######             ]  38%  loss = 0.024
   882m: epoch 32 [#######             ]  38%  loss = 0.023
   882m: epoch 32 [#######             ]  39%  loss = 0.023
   882m: epoch 32 [#######             ]  39%  loss = 0.025
   883m: epoch 32 [#######             ]  39%  loss = 0.023
   883m: epoch 32 [########            ]  40%  loss = 0.022
   883m: epoch 32 [########            ]  40%  loss = 0.024
   883m: epoch 32 [########            ]  40%  loss = 0.022
   883m: epoch 32 [########            ]  41%  loss = 0.024
   883m: epoch 32 [########            ]  41%  loss = 0.026
   883m: epoch 32 [########            ]  41%  loss = 0.023
   883m: epoch 32 [########            ]  42%  loss = 0.022
   883m: epoch 32 [########            ]  42%  loss = 0.025
   884m: epoch 32 [########            ]  43%  loss = 0.023
   884m: epoch 32 [########            ]  43%  loss = 0.021
   884m: epoch 32 [########            ]  43%  loss = 0.023
   884m: epoch 32 [########            ]  44%  loss = 0.024
   884m: epoch 32 [########            ]  44%  loss = 0.023
   884m: epoch 32 [########            ]  44%  loss = 0.024
   884m: epoch 32 [#########           ]  45%  loss = 0.025
   884m: epoch 32 [#########           ]  45%  loss = 0.024
   884m: epoch 32 [#########           ]  45%  loss = 0.025
   884m: epoch 32 [#########           ]  46%  loss = 0.025
   885m: epoch 32 [#########           ]  46%  loss = 0.025
   885m: epoch 32 [#########           ]  46%  loss = 0.024
   885m: epoch 32 [#########           ]  47%  loss = 0.025
   885m: epoch 32 [#########           ]  47%  loss = 0.024
   885m: epoch 32 [#########           ]  47%  loss = 0.024
   885m: epoch 32 [#########           ]  48%  loss = 0.024
   885m: epoch 32 [#########           ]  48%  loss = 0.024
   885m: epoch 32 [#########           ]  48%  loss = 0.026
   885m: epoch 32 [#########           ]  49%  loss = 0.024
   885m: epoch 32 [#########           ]  49%  loss = 0.022
   886m: epoch 32 [#########           ]  49%  loss = 0.023
   886m: epoch 32 [##########          ]  50%  loss = 0.023
   886m: epoch 32 [##########          ]  50%  loss = 0.024
   886m: epoch 32 [##########          ]  50%  loss = 0.025
   886m: epoch 32 [##########          ]  51%  loss = 0.024
   886m: epoch 32 [##########          ]  51%  loss = 0.022
   886m: epoch 32 [##########          ]  51%  loss = 0.025
   886m: epoch 32 [##########          ]  52%  loss = 0.026
   886m: epoch 32 [##########          ]  52%  loss = 0.025
   886m: epoch 32 [##########          ]  53%  loss = 0.024
   887m: epoch 32 [##########          ]  53%  loss = 0.024
   887m: epoch 32 [##########          ]  53%  loss = 0.025
   887m: epoch 32 [##########          ]  54%  loss = 0.024
   887m: epoch 32 [##########          ]  54%  loss = 0.024
   887m: epoch 32 [##########          ]  54%  loss = 0.026
   887m: epoch 32 [###########         ]  55%  loss = 0.025
   887m: epoch 32 [###########         ]  55%  loss = 0.025
   887m: epoch 32 [###########         ]  55%  loss = 0.026
   887m: epoch 32 [###########         ]  56%  loss = 0.022
   887m: epoch 32 [###########         ]  56%  loss = 0.024
   888m: epoch 32 [###########         ]  56%  loss = 0.024
   888m: epoch 32 [###########         ]  57%  loss = 0.024
   888m: epoch 32 [###########         ]  57%  loss = 0.023
   888m: epoch 32 [###########         ]  57%  loss = 0.024
   888m: epoch 32 [###########         ]  58%  loss = 0.025
   888m: epoch 32 [###########         ]  58%  loss = 0.025
   888m: epoch 32 [###########         ]  58%  loss = 0.025
   888m: epoch 32 [###########         ]  59%  loss = 0.024
   888m: epoch 32 [###########         ]  59%  loss = 0.023
   888m: epoch 32 [###########         ]  59%  loss = 0.025
   889m: epoch 32 [############        ]  60%  loss = 0.026
   889m: epoch 32 [############        ]  60%  loss = 0.023
   889m: epoch 32 [############        ]  60%  loss = 0.023
   889m: epoch 32 [############        ]  61%  loss = 0.025
   889m: epoch 32 [############        ]  61%  loss = 0.023
   889m: epoch 32 [############        ]  61%  loss = 0.026
   889m: epoch 32 [############        ]  62%  loss = 0.024
   889m: epoch 32 [############        ]  62%  loss = 0.025
   889m: epoch 32 [############        ]  62%  loss = 0.027
   889m: epoch 32 [############        ]  63%  loss = 0.023
   890m: epoch 32 [############        ]  63%  loss = 0.025
   890m: epoch 32 [############        ]  64%  loss = 0.024
   890m: epoch 32 [############        ]  64%  loss = 0.024
   890m: epoch 32 [############        ]  64%  loss = 0.025
   890m: epoch 32 [#############       ]  65%  loss = 0.025
   890m: epoch 32 [#############       ]  65%  loss = 0.023
   890m: epoch 32 [#############       ]  65%  loss = 0.025
   890m: epoch 32 [#############       ]  66%  loss = 0.024
   890m: epoch 32 [#############       ]  66%  loss = 0.025
   890m: epoch 32 [#############       ]  66%  loss = 0.025
   891m: epoch 32 [#############       ]  67%  loss = 0.024
   891m: epoch 32 [#############       ]  67%  loss = 0.025
   891m: epoch 32 [#############       ]  67%  loss = 0.024
   891m: epoch 32 [#############       ]  68%  loss = 0.026
   891m: epoch 32 [#############       ]  68%  loss = 0.024
   891m: epoch 32 [#############       ]  68%  loss = 0.024
   891m: epoch 32 [#############       ]  69%  loss = 0.024
   891m: epoch 32 [#############       ]  69%  loss = 0.024
   891m: epoch 32 [#############       ]  69%  loss = 0.026
   891m: epoch 32 [##############      ]  70%  loss = 0.025
   892m: epoch 32 [##############      ]  70%  loss = 0.025
   892m: epoch 32 [##############      ]  70%  loss = 0.026
   892m: epoch 32 [##############      ]  71%  loss = 0.025
   892m: epoch 32 [##############      ]  71%  loss = 0.024
   892m: epoch 32 [##############      ]  71%  loss = 0.025
   892m: epoch 32 [##############      ]  72%  loss = 0.025
   892m: epoch 32 [##############      ]  72%  loss = 0.025
   892m: epoch 32 [##############      ]  72%  loss = 0.023
   892m: epoch 32 [##############      ]  73%  loss = 0.023
   892m: epoch 32 [##############      ]  73%  loss = 0.024
   893m: epoch 32 [##############      ]  74%  loss = 0.024
   893m: epoch 32 [##############      ]  74%  loss = 0.023
   893m: epoch 32 [##############      ]  74%  loss = 0.025
   893m: epoch 32 [###############     ]  75%  loss = 0.026
   893m: epoch 32 [###############     ]  75%  loss = 0.025
   893m: epoch 32 [###############     ]  75%  loss = 0.025
   893m: epoch 32 [###############     ]  76%  loss = 0.024
   893m: epoch 32 [###############     ]  76%  loss = 0.025
   893m: epoch 32 [###############     ]  76%  loss = 0.024
   894m: epoch 32 [###############     ]  77%  loss = 0.024
   894m: epoch 32 [###############     ]  77%  loss = 0.025
   894m: epoch 32 [###############     ]  77%  loss = 0.025
   894m: epoch 32 [###############     ]  78%  loss = 0.023
   894m: epoch 32 [###############     ]  78%  loss = 0.025
   894m: epoch 32 [###############     ]  78%  loss = 0.025
   894m: epoch 32 [###############     ]  79%  loss = 0.024
   894m: epoch 32 [###############     ]  79%  loss = 0.025
   894m: epoch 32 [###############     ]  79%  loss = 0.025
   894m: epoch 32 [################    ]  80%  loss = 0.025
   895m: epoch 32 [################    ]  80%  loss = 0.023
   895m: epoch 32 [################    ]  80%  loss = 0.024
   895m: epoch 32 [################    ]  81%  loss = 0.024
   895m: epoch 32 [################    ]  81%  loss = 0.025
   895m: epoch 32 [################    ]  81%  loss = 0.025
   895m: epoch 32 [################    ]  82%  loss = 0.023
   895m: epoch 32 [################    ]  82%  loss = 0.026
   895m: epoch 32 [################    ]  82%  loss = 0.024
   895m: epoch 32 [################    ]  83%  loss = 0.026
   895m: epoch 32 [################    ]  83%  loss = 0.026
   896m: epoch 32 [################    ]  83%  loss = 0.024
   896m: epoch 32 [################    ]  84%  loss = 0.025
   896m: epoch 32 [################    ]  84%  loss = 0.026
   896m: epoch 32 [#################   ]  85%  loss = 0.028
   896m: epoch 32 [#################   ]  85%  loss = 0.023
   896m: epoch 32 [#################   ]  85%  loss = 0.024
   896m: epoch 32 [#################   ]  86%  loss = 0.026
   896m: epoch 32 [#################   ]  86%  loss = 0.024
   896m: epoch 32 [#################   ]  86%  loss = 0.025
   896m: epoch 32 [#################   ]  87%  loss = 0.024
   897m: epoch 32 [#################   ]  87%  loss = 0.024
   897m: epoch 32 [#################   ]  87%  loss = 0.024
   897m: epoch 32 [#################   ]  88%  loss = 0.025
   897m: epoch 32 [#################   ]  88%  loss = 0.026
   897m: epoch 32 [#################   ]  88%  loss = 0.024
   897m: epoch 32 [#################   ]  89%  loss = 0.026
   897m: epoch 32 [#################   ]  89%  loss = 0.024
   897m: epoch 32 [#################   ]  89%  loss = 0.024
   897m: epoch 32 [##################  ]  90%  loss = 0.026
   897m: epoch 32 [##################  ]  90%  loss = 0.027
   898m: epoch 32 [##################  ]  90%  loss = 0.024
   898m: epoch 32 [##################  ]  91%  loss = 0.024
   898m: epoch 32 [##################  ]  91%  loss = 0.028
   898m: epoch 32 [##################  ]  91%  loss = 0.025
   898m: epoch 32 [##################  ]  92%  loss = 0.025
   898m: epoch 32 [##################  ]  92%  loss = 0.026
   898m: epoch 32 [##################  ]  92%  loss = 0.026
   898m: epoch 32 [##################  ]  93%  loss = 0.024
   898m: epoch 32 [##################  ]  93%  loss = 0.023
   898m: epoch 32 [##################  ]  93%  loss = 0.024
   899m: epoch 32 [##################  ]  94%  loss = 0.025
   899m: epoch 32 [##################  ]  94%  loss = 0.025
   899m: epoch 32 [##################  ]  94%  loss = 0.024
   899m: epoch 32 [################### ]  95%  loss = 0.026
   899m: epoch 32 [################### ]  95%  loss = 0.025
   899m: epoch 32 [################### ]  96%  loss = 0.024
   899m: epoch 32 [################### ]  96%  loss = 0.025
   899m: epoch 32 [################### ]  96%  loss = 0.026
   899m: epoch 32 [################### ]  97%  loss = 0.026
   899m: epoch 32 [################### ]  97%  loss = 0.025
   900m: epoch 32 [################### ]  97%  loss = 0.025
   900m: epoch 32 [################### ]  98%  loss = 0.023
   900m: epoch 32 [################### ]  98%  loss = 0.025
   900m: epoch 32 [################### ]  98%  loss = 0.025
   900m: epoch 32 [################### ]  99%  loss = 0.025
   900m: epoch 32 [################### ]  99%  loss = 0.026
   900m: epoch 32 [################### ]  99%  loss = 0.025
900m: epoch 32 [####################]  100%  loss = 0.025
epoch 32 complete, loss = 0.025
model saved as token_classification_split_3_32_0.025
   900m: epoch 33 [                    ]  0%  loss = ...
   900m: epoch 33 [                    ]  0%  loss = 0.022
   900m: epoch 33 [                    ]  0%  loss = 0.023
   900m: epoch 33 [                    ]  1%  loss = 0.022
   901m: epoch 33 [                    ]  1%  loss = 0.021
   901m: epoch 33 [                    ]  1%  loss = 0.023
   901m: epoch 33 [                    ]  2%  loss = 0.022
   901m: epoch 33 [                    ]  2%  loss = 0.020
   901m: epoch 33 [                    ]  2%  loss = 0.023
   901m: epoch 33 [                    ]  3%  loss = 0.023
   901m: epoch 33 [                    ]  3%  loss = 0.022
   901m: epoch 33 [                    ]  3%  loss = 0.022
   901m: epoch 33 [                    ]  4%  loss = 0.021
   902m: epoch 33 [                    ]  4%  loss = 0.023
   902m: epoch 33 [                    ]  4%  loss = 0.022
   902m: epoch 33 [#                   ]  5%  loss = 0.023
   902m: epoch 33 [#                   ]  5%  loss = 0.022
   902m: epoch 33 [#                   ]  5%  loss = 0.022
   902m: epoch 33 [#                   ]  6%  loss = 0.021
   902m: epoch 33 [#                   ]  6%  loss = 0.020
   902m: epoch 33 [#                   ]  6%  loss = 0.021
   902m: epoch 33 [#                   ]  7%  loss = 0.023
   902m: epoch 33 [#                   ]  7%  loss = 0.023
   903m: epoch 33 [#                   ]  7%  loss = 0.022
   903m: epoch 33 [#                   ]  8%  loss = 0.024
   903m: epoch 33 [#                   ]  8%  loss = 0.022
   903m: epoch 33 [#                   ]  8%  loss = 0.022
   903m: epoch 33 [#                   ]  9%  loss = 0.021
   903m: epoch 33 [#                   ]  9%  loss = 0.022
   903m: epoch 33 [#                   ]  9%  loss = 0.022
   903m: epoch 33 [##                  ]  10%  loss = 0.024
   903m: epoch 33 [##                  ]  10%  loss = 0.022
   903m: epoch 33 [##                  ]  11%  loss = 0.022
   904m: epoch 33 [##                  ]  11%  loss = 0.024
   904m: epoch 33 [##                  ]  11%  loss = 0.022
   904m: epoch 33 [##                  ]  12%  loss = 0.023
   904m: epoch 33 [##                  ]  12%  loss = 0.021
   904m: epoch 33 [##                  ]  12%  loss = 0.021
   904m: epoch 33 [##                  ]  13%  loss = 0.022
   904m: epoch 33 [##                  ]  13%  loss = 0.022
   904m: epoch 33 [##                  ]  13%  loss = 0.022
   904m: epoch 33 [##                  ]  14%  loss = 0.023
   904m: epoch 33 [##                  ]  14%  loss = 0.022
   905m: epoch 33 [##                  ]  14%  loss = 0.023
   905m: epoch 33 [###                 ]  15%  loss = 0.022
   905m: epoch 33 [###                 ]  15%  loss = 0.024
   905m: epoch 33 [###                 ]  15%  loss = 0.022
   905m: epoch 33 [###                 ]  16%  loss = 0.023
   905m: epoch 33 [###                 ]  16%  loss = 0.021
   905m: epoch 33 [###                 ]  16%  loss = 0.022
   905m: epoch 33 [###                 ]  17%  loss = 0.022
   905m: epoch 33 [###                 ]  17%  loss = 0.022
   906m: epoch 33 [###                 ]  17%  loss = 0.023
   906m: epoch 33 [###                 ]  18%  loss = 0.023
   906m: epoch 33 [###                 ]  18%  loss = 0.024
   906m: epoch 33 [###                 ]  18%  loss = 0.022
   906m: epoch 33 [###                 ]  19%  loss = 0.022
   906m: epoch 33 [###                 ]  19%  loss = 0.023
   906m: epoch 33 [###                 ]  19%  loss = 0.023
   906m: epoch 33 [####                ]  20%  loss = 0.024
   906m: epoch 33 [####                ]  20%  loss = 0.023
   906m: epoch 33 [####                ]  20%  loss = 0.023
   907m: epoch 33 [####                ]  21%  loss = 0.024
   907m: epoch 33 [####                ]  21%  loss = 0.023
   907m: epoch 33 [####                ]  22%  loss = 0.024
   907m: epoch 33 [####                ]  22%  loss = 0.021
   907m: epoch 33 [####                ]  22%  loss = 0.023
   907m: epoch 33 [####                ]  23%  loss = 0.024
   907m: epoch 33 [####                ]  23%  loss = 0.021
   907m: epoch 33 [####                ]  23%  loss = 0.023
   907m: epoch 33 [####                ]  24%  loss = 0.024
   907m: epoch 33 [####                ]  24%  loss = 0.022
   908m: epoch 33 [####                ]  24%  loss = 0.023
   908m: epoch 33 [#####               ]  25%  loss = 0.022
   908m: epoch 33 [#####               ]  25%  loss = 0.025
   908m: epoch 33 [#####               ]  25%  loss = 0.021
   908m: epoch 33 [#####               ]  26%  loss = 0.023
   908m: epoch 33 [#####               ]  26%  loss = 0.023
   908m: epoch 33 [#####               ]  26%  loss = 0.023
   908m: epoch 33 [#####               ]  27%  loss = 0.024
   908m: epoch 33 [#####               ]  27%  loss = 0.023
   909m: epoch 33 [#####               ]  27%  loss = 0.023
   909m: epoch 33 [#####               ]  28%  loss = 0.024
   909m: epoch 33 [#####               ]  28%  loss = 0.024
   909m: epoch 33 [#####               ]  28%  loss = 0.024
   909m: epoch 33 [#####               ]  29%  loss = 0.023
   909m: epoch 33 [#####               ]  29%  loss = 0.022
   909m: epoch 33 [#####               ]  29%  loss = 0.025
   909m: epoch 33 [######              ]  30%  loss = 0.025
   909m: epoch 33 [######              ]  30%  loss = 0.023
   909m: epoch 33 [######              ]  30%  loss = 0.024
   910m: epoch 33 [######              ]  31%  loss = 0.021
   910m: epoch 33 [######              ]  31%  loss = 0.022
   910m: epoch 33 [######              ]  32%  loss = 0.022
   910m: epoch 33 [######              ]  32%  loss = 0.023
   910m: epoch 33 [######              ]  32%  loss = 0.024
   910m: epoch 33 [######              ]  33%  loss = 0.024
   910m: epoch 33 [######              ]  33%  loss = 0.022
   910m: epoch 33 [######              ]  33%  loss = 0.023
   910m: epoch 33 [######              ]  34%  loss = 0.023
   910m: epoch 33 [######              ]  34%  loss = 0.024
   911m: epoch 33 [######              ]  34%  loss = 0.023
   911m: epoch 33 [#######             ]  35%  loss = 0.022
   911m: epoch 33 [#######             ]  35%  loss = 0.023
   911m: epoch 33 [#######             ]  35%  loss = 0.024
   911m: epoch 33 [#######             ]  36%  loss = 0.022
   911m: epoch 33 [#######             ]  36%  loss = 0.025
   911m: epoch 33 [#######             ]  36%  loss = 0.022
   911m: epoch 33 [#######             ]  37%  loss = 0.022
   911m: epoch 33 [#######             ]  37%  loss = 0.024
   912m: epoch 33 [#######             ]  37%  loss = 0.024
   912m: epoch 33 [#######             ]  38%  loss = 0.025
   912m: epoch 33 [#######             ]  38%  loss = 0.022
   912m: epoch 33 [#######             ]  38%  loss = 0.024
   912m: epoch 33 [#######             ]  39%  loss = 0.022
   912m: epoch 33 [#######             ]  39%  loss = 0.023
   912m: epoch 33 [#######             ]  39%  loss = 0.023
   912m: epoch 33 [########            ]  40%  loss = 0.021
   912m: epoch 33 [########            ]  40%  loss = 0.026
   912m: epoch 33 [########            ]  40%  loss = 0.023
   913m: epoch 33 [########            ]  41%  loss = 0.023
   913m: epoch 33 [########            ]  41%  loss = 0.025
   913m: epoch 33 [########            ]  41%  loss = 0.025
   913m: epoch 33 [########            ]  42%  loss = 0.024
   913m: epoch 33 [########            ]  42%  loss = 0.025
   913m: epoch 33 [########            ]  43%  loss = 0.023
   913m: epoch 33 [########            ]  43%  loss = 0.022
   913m: epoch 33 [########            ]  43%  loss = 0.024
   913m: epoch 33 [########            ]  44%  loss = 0.023
   914m: epoch 33 [########            ]  44%  loss = 0.024
   914m: epoch 33 [########            ]  44%  loss = 0.022
   914m: epoch 33 [#########           ]  45%  loss = 0.023
   914m: epoch 33 [#########           ]  45%  loss = 0.023
   914m: epoch 33 [#########           ]  45%  loss = 0.024
   914m: epoch 33 [#########           ]  46%  loss = 0.023
   914m: epoch 33 [#########           ]  46%  loss = 0.024
   914m: epoch 33 [#########           ]  46%  loss = 0.024
   914m: epoch 33 [#########           ]  47%  loss = 0.023
   914m: epoch 33 [#########           ]  47%  loss = 0.024
   915m: epoch 33 [#########           ]  47%  loss = 0.024
   915m: epoch 33 [#########           ]  48%  loss = 0.023
   915m: epoch 33 [#########           ]  48%  loss = 0.024
   915m: epoch 33 [#########           ]  48%  loss = 0.023
   915m: epoch 33 [#########           ]  49%  loss = 0.024
   915m: epoch 33 [#########           ]  49%  loss = 0.023
   915m: epoch 33 [#########           ]  49%  loss = 0.024
   915m: epoch 33 [##########          ]  50%  loss = 0.023
   915m: epoch 33 [##########          ]  50%  loss = 0.025
   915m: epoch 33 [##########          ]  50%  loss = 0.025
   916m: epoch 33 [##########          ]  51%  loss = 0.025
   916m: epoch 33 [##########          ]  51%  loss = 0.024
   916m: epoch 33 [##########          ]  51%  loss = 0.024
   916m: epoch 33 [##########          ]  52%  loss = 0.024
   916m: epoch 33 [##########          ]  52%  loss = 0.024
   916m: epoch 33 [##########          ]  53%  loss = 0.023
   916m: epoch 33 [##########          ]  53%  loss = 0.025
   916m: epoch 33 [##########          ]  53%  loss = 0.026
   916m: epoch 33 [##########          ]  54%  loss = 0.024
   917m: epoch 33 [##########          ]  54%  loss = 0.023
   917m: epoch 33 [##########          ]  54%  loss = 0.025
   917m: epoch 33 [###########         ]  55%  loss = 0.025
   917m: epoch 33 [###########         ]  55%  loss = 0.024
   917m: epoch 33 [###########         ]  55%  loss = 0.024
   917m: epoch 33 [###########         ]  56%  loss = 0.023
   917m: epoch 33 [###########         ]  56%  loss = 0.025
   917m: epoch 33 [###########         ]  56%  loss = 0.023
   917m: epoch 33 [###########         ]  57%  loss = 0.024
   917m: epoch 33 [###########         ]  57%  loss = 0.022
   918m: epoch 33 [###########         ]  57%  loss = 0.024
   918m: epoch 33 [###########         ]  58%  loss = 0.025
   918m: epoch 33 [###########         ]  58%  loss = 0.023
   918m: epoch 33 [###########         ]  58%  loss = 0.024
   918m: epoch 33 [###########         ]  59%  loss = 0.025
   918m: epoch 33 [###########         ]  59%  loss = 0.024
   918m: epoch 33 [###########         ]  59%  loss = 0.024
   918m: epoch 33 [############        ]  60%  loss = 0.023
   918m: epoch 33 [############        ]  60%  loss = 0.024
   919m: epoch 33 [############        ]  60%  loss = 0.025
   919m: epoch 33 [############        ]  61%  loss = 0.027
   919m: epoch 33 [############        ]  61%  loss = 0.023
   919m: epoch 33 [############        ]  61%  loss = 0.022
   919m: epoch 33 [############        ]  62%  loss = 0.022
   919m: epoch 33 [############        ]  62%  loss = 0.023
   919m: epoch 33 [############        ]  62%  loss = 0.024
   919m: epoch 33 [############        ]  63%  loss = 0.024
   919m: epoch 33 [############        ]  63%  loss = 0.025
   919m: epoch 33 [############        ]  64%  loss = 0.024
   920m: epoch 33 [############        ]  64%  loss = 0.025
   920m: epoch 33 [############        ]  64%  loss = 0.023
   920m: epoch 33 [#############       ]  65%  loss = 0.023
   920m: epoch 33 [#############       ]  65%  loss = 0.024
   920m: epoch 33 [#############       ]  65%  loss = 0.025
   920m: epoch 33 [#############       ]  66%  loss = 0.024
   920m: epoch 33 [#############       ]  66%  loss = 0.023
   920m: epoch 33 [#############       ]  66%  loss = 0.025
   920m: epoch 33 [#############       ]  67%  loss = 0.024
   920m: epoch 33 [#############       ]  67%  loss = 0.024
   921m: epoch 33 [#############       ]  67%  loss = 0.025
   921m: epoch 33 [#############       ]  68%  loss = 0.024
   921m: epoch 33 [#############       ]  68%  loss = 0.024
   921m: epoch 33 [#############       ]  68%  loss = 0.023
   921m: epoch 33 [#############       ]  69%  loss = 0.023
   921m: epoch 33 [#############       ]  69%  loss = 0.024
   921m: epoch 33 [#############       ]  69%  loss = 0.023
   921m: epoch 33 [##############      ]  70%  loss = 0.024
   921m: epoch 33 [##############      ]  70%  loss = 0.025
   922m: epoch 33 [##############      ]  70%  loss = 0.023
   922m: epoch 33 [##############      ]  71%  loss = 0.024
   922m: epoch 33 [##############      ]  71%  loss = 0.024
   922m: epoch 33 [##############      ]  71%  loss = 0.022
   922m: epoch 33 [##############      ]  72%  loss = 0.024
   922m: epoch 33 [##############      ]  72%  loss = 0.024
   922m: epoch 33 [##############      ]  72%  loss = 0.025
   922m: epoch 33 [##############      ]  73%  loss = 0.025
   922m: epoch 33 [##############      ]  73%  loss = 0.025
   922m: epoch 33 [##############      ]  74%  loss = 0.024
   923m: epoch 33 [##############      ]  74%  loss = 0.024
   923m: epoch 33 [##############      ]  74%  loss = 0.023
   923m: epoch 33 [###############     ]  75%  loss = 0.026
   923m: epoch 33 [###############     ]  75%  loss = 0.023
   923m: epoch 33 [###############     ]  75%  loss = 0.025
   923m: epoch 33 [###############     ]  76%  loss = 0.026
   923m: epoch 33 [###############     ]  76%  loss = 0.024
   923m: epoch 33 [###############     ]  76%  loss = 0.025
   923m: epoch 33 [###############     ]  77%  loss = 0.025
   923m: epoch 33 [###############     ]  77%  loss = 0.025
   924m: epoch 33 [###############     ]  77%  loss = 0.024
   924m: epoch 33 [###############     ]  78%  loss = 0.027
   924m: epoch 33 [###############     ]  78%  loss = 0.023
   924m: epoch 33 [###############     ]  78%  loss = 0.023
   924m: epoch 33 [###############     ]  79%  loss = 0.024
   924m: epoch 33 [###############     ]  79%  loss = 0.024
   924m: epoch 33 [###############     ]  79%  loss = 0.023
   924m: epoch 33 [################    ]  80%  loss = 0.026
   924m: epoch 33 [################    ]  80%  loss = 0.025
   925m: epoch 33 [################    ]  80%  loss = 0.025
   925m: epoch 33 [################    ]  81%  loss = 0.024
   925m: epoch 33 [################    ]  81%  loss = 0.023
   925m: epoch 33 [################    ]  81%  loss = 0.023
   925m: epoch 33 [################    ]  82%  loss = 0.026
   925m: epoch 33 [################    ]  82%  loss = 0.024
   925m: epoch 33 [################    ]  82%  loss = 0.025
   925m: epoch 33 [################    ]  83%  loss = 0.026
   925m: epoch 33 [################    ]  83%  loss = 0.025
   925m: epoch 33 [################    ]  83%  loss = 0.024
   926m: epoch 33 [################    ]  84%  loss = 0.025
   926m: epoch 33 [################    ]  84%  loss = 0.024
   926m: epoch 33 [#################   ]  85%  loss = 0.024
   926m: epoch 33 [#################   ]  85%  loss = 0.025
   926m: epoch 33 [#################   ]  85%  loss = 0.024
   926m: epoch 33 [#################   ]  86%  loss = 0.025
   926m: epoch 33 [#################   ]  86%  loss = 0.024
   926m: epoch 33 [#################   ]  86%  loss = 0.025
   926m: epoch 33 [#################   ]  87%  loss = 0.025
   927m: epoch 33 [#################   ]  87%  loss = 0.026
   927m: epoch 33 [#################   ]  87%  loss = 0.025
   927m: epoch 33 [#################   ]  88%  loss = 0.022
   927m: epoch 33 [#################   ]  88%  loss = 0.024
   927m: epoch 33 [#################   ]  88%  loss = 0.027
   927m: epoch 33 [#################   ]  89%  loss = 0.026
   927m: epoch 33 [#################   ]  89%  loss = 0.024
   927m: epoch 33 [#################   ]  89%  loss = 0.027
   927m: epoch 33 [##################  ]  90%  loss = 0.027
   927m: epoch 33 [##################  ]  90%  loss = 0.027
   928m: epoch 33 [##################  ]  90%  loss = 0.024
   928m: epoch 33 [##################  ]  91%  loss = 0.025
   928m: epoch 33 [##################  ]  91%  loss = 0.023
   928m: epoch 33 [##################  ]  91%  loss = 0.024
   928m: epoch 33 [##################  ]  92%  loss = 0.026
   928m: epoch 33 [##################  ]  92%  loss = 0.026
   928m: epoch 33 [##################  ]  92%  loss = 0.024
   928m: epoch 33 [##################  ]  93%  loss = 0.025
   928m: epoch 33 [##################  ]  93%  loss = 0.025
   928m: epoch 33 [##################  ]  93%  loss = 0.023
   929m: epoch 33 [##################  ]  94%  loss = 0.024
   929m: epoch 33 [##################  ]  94%  loss = 0.023
   929m: epoch 33 [##################  ]  94%  loss = 0.025
   929m: epoch 33 [################### ]  95%  loss = 0.024
   929m: epoch 33 [################### ]  95%  loss = 0.024
   929m: epoch 33 [################### ]  96%  loss = 0.024
   929m: epoch 33 [################### ]  96%  loss = 0.025
   929m: epoch 33 [################### ]  96%  loss = 0.026
   929m: epoch 33 [################### ]  97%  loss = 0.025
   930m: epoch 33 [################### ]  97%  loss = 0.023
   930m: epoch 33 [################### ]  97%  loss = 0.024
   930m: epoch 33 [################### ]  98%  loss = 0.023
   930m: epoch 33 [################### ]  98%  loss = 0.023
   930m: epoch 33 [################### ]  98%  loss = 0.024
   930m: epoch 33 [################### ]  99%  loss = 0.024
   930m: epoch 33 [################### ]  99%  loss = 0.026
   930m: epoch 33 [################### ]  99%  loss = 0.026
930m: epoch 33 [####################]  100%  loss = 0.026
epoch 33 complete, loss = 0.026
model saved as token_classification_split_3_33_0.026
   930m: epoch 34 [                    ]  0%  loss = ...
   930m: epoch 34 [                    ]  0%  loss = 0.021
   931m: epoch 34 [                    ]  0%  loss = 0.022
   931m: epoch 34 [                    ]  1%  loss = 0.020
   931m: epoch 34 [                    ]  1%  loss = 0.021
   931m: epoch 34 [                    ]  1%  loss = 0.022
   931m: epoch 34 [                    ]  2%  loss = 0.021
   931m: epoch 34 [                    ]  2%  loss = 0.021
   931m: epoch 34 [                    ]  2%  loss = 0.022
   931m: epoch 34 [                    ]  3%  loss = 0.022
   931m: epoch 34 [                    ]  3%  loss = 0.023
   932m: epoch 34 [                    ]  3%  loss = 0.020
   932m: epoch 34 [                    ]  4%  loss = 0.022
   932m: epoch 34 [                    ]  4%  loss = 0.021
   932m: epoch 34 [                    ]  4%  loss = 0.021
   932m: epoch 34 [#                   ]  5%  loss = 0.021
   932m: epoch 34 [#                   ]  5%  loss = 0.020
   932m: epoch 34 [#                   ]  5%  loss = 0.023
   932m: epoch 34 [#                   ]  6%  loss = 0.021
   932m: epoch 34 [#                   ]  6%  loss = 0.021
   932m: epoch 34 [#                   ]  6%  loss = 0.023
   933m: epoch 34 [#                   ]  7%  loss = 0.022
   933m: epoch 34 [#                   ]  7%  loss = 0.024
   933m: epoch 34 [#                   ]  7%  loss = 0.022
   933m: epoch 34 [#                   ]  8%  loss = 0.023
   933m: epoch 34 [#                   ]  8%  loss = 0.022
   933m: epoch 34 [#                   ]  8%  loss = 0.021
   933m: epoch 34 [#                   ]  9%  loss = 0.020
   933m: epoch 34 [#                   ]  9%  loss = 0.022
   933m: epoch 34 [#                   ]  9%  loss = 0.023
   934m: epoch 34 [##                  ]  10%  loss = 0.024
   934m: epoch 34 [##                  ]  10%  loss = 0.023
   934m: epoch 34 [##                  ]  11%  loss = 0.023
   934m: epoch 34 [##                  ]  11%  loss = 0.022
   934m: epoch 34 [##                  ]  11%  loss = 0.022
   934m: epoch 34 [##                  ]  12%  loss = 0.021
   934m: epoch 34 [##                  ]  12%  loss = 0.021
   934m: epoch 34 [##                  ]  12%  loss = 0.022
   934m: epoch 34 [##                  ]  13%  loss = 0.021
   934m: epoch 34 [##                  ]  13%  loss = 0.025
   935m: epoch 34 [##                  ]  13%  loss = 0.021
   935m: epoch 34 [##                  ]  14%  loss = 0.023
   935m: epoch 34 [##                  ]  14%  loss = 0.022
   935m: epoch 34 [##                  ]  14%  loss = 0.023
   935m: epoch 34 [###                 ]  15%  loss = 0.024
   935m: epoch 34 [###                 ]  15%  loss = 0.022
   935m: epoch 34 [###                 ]  15%  loss = 0.024
   935m: epoch 34 [###                 ]  16%  loss = 0.022
   935m: epoch 34 [###                 ]  16%  loss = 0.023
   936m: epoch 34 [###                 ]  16%  loss = 0.021
   936m: epoch 34 [###                 ]  17%  loss = 0.022
   936m: epoch 34 [###                 ]  17%  loss = 0.023
   936m: epoch 34 [###                 ]  17%  loss = 0.020
   936m: epoch 34 [###                 ]  18%  loss = 0.023
   936m: epoch 34 [###                 ]  18%  loss = 0.022
   936m: epoch 34 [###                 ]  18%  loss = 0.023
   936m: epoch 34 [###                 ]  19%  loss = 0.022
   936m: epoch 34 [###                 ]  19%  loss = 0.021
   936m: epoch 34 [###                 ]  19%  loss = 0.023
   937m: epoch 34 [####                ]  20%  loss = 0.023
   937m: epoch 34 [####                ]  20%  loss = 0.023
   937m: epoch 34 [####                ]  20%  loss = 0.024
   937m: epoch 34 [####                ]  21%  loss = 0.021
   937m: epoch 34 [####                ]  21%  loss = 0.023
   937m: epoch 34 [####                ]  22%  loss = 0.023
   937m: epoch 34 [####                ]  22%  loss = 0.023
   937m: epoch 34 [####                ]  22%  loss = 0.023
   937m: epoch 34 [####                ]  23%  loss = 0.023
   938m: epoch 34 [####                ]  23%  loss = 0.020
   938m: epoch 34 [####                ]  23%  loss = 0.023
   938m: epoch 34 [####                ]  24%  loss = 0.022
   938m: epoch 34 [####                ]  24%  loss = 0.023
   938m: epoch 34 [####                ]  24%  loss = 0.024
   938m: epoch 34 [#####               ]  25%  loss = 0.021
   938m: epoch 34 [#####               ]  25%  loss = 0.024
   938m: epoch 34 [#####               ]  25%  loss = 0.023
   938m: epoch 34 [#####               ]  26%  loss = 0.023
   938m: epoch 34 [#####               ]  26%  loss = 0.022
   939m: epoch 34 [#####               ]  26%  loss = 0.025
   939m: epoch 34 [#####               ]  27%  loss = 0.022
   939m: epoch 34 [#####               ]  27%  loss = 0.023
   939m: epoch 34 [#####               ]  27%  loss = 0.023
   939m: epoch 34 [#####               ]  28%  loss = 0.024
   939m: epoch 34 [#####               ]  28%  loss = 0.022
   939m: epoch 34 [#####               ]  28%  loss = 0.025
   939m: epoch 34 [#####               ]  29%  loss = 0.022
   939m: epoch 34 [#####               ]  29%  loss = 0.024
   940m: epoch 34 [#####               ]  29%  loss = 0.023
   940m: epoch 34 [######              ]  30%  loss = 0.023
   940m: epoch 34 [######              ]  30%  loss = 0.024
   940m: epoch 34 [######              ]  30%  loss = 0.023
   940m: epoch 34 [######              ]  31%  loss = 0.023
   940m: epoch 34 [######              ]  31%  loss = 0.025
   940m: epoch 34 [######              ]  32%  loss = 0.022
   940m: epoch 34 [######              ]  32%  loss = 0.022
   940m: epoch 34 [######              ]  32%  loss = 0.024
   940m: epoch 34 [######              ]  33%  loss = 0.026
   941m: epoch 34 [######              ]  33%  loss = 0.024
   941m: epoch 34 [######              ]  33%  loss = 0.024
   941m: epoch 34 [######              ]  34%  loss = 0.023
   941m: epoch 34 [######              ]  34%  loss = 0.022
   941m: epoch 34 [######              ]  34%  loss = 0.024
   941m: epoch 34 [#######             ]  35%  loss = 0.024
   941m: epoch 34 [#######             ]  35%  loss = 0.022
   941m: epoch 34 [#######             ]  35%  loss = 0.024
   941m: epoch 34 [#######             ]  36%  loss = 0.022
   942m: epoch 34 [#######             ]  36%  loss = 0.022
   942m: epoch 34 [#######             ]  36%  loss = 0.024
   942m: epoch 34 [#######             ]  37%  loss = 0.023
   942m: epoch 34 [#######             ]  37%  loss = 0.024
   942m: epoch 34 [#######             ]  37%  loss = 0.025
   942m: epoch 34 [#######             ]  38%  loss = 0.025
   942m: epoch 34 [#######             ]  38%  loss = 0.023
   942m: epoch 34 [#######             ]  38%  loss = 0.024
   942m: epoch 34 [#######             ]  39%  loss = 0.023
   942m: epoch 34 [#######             ]  39%  loss = 0.023
   943m: epoch 34 [#######             ]  39%  loss = 0.023
   943m: epoch 34 [########            ]  40%  loss = 0.022
   943m: epoch 34 [########            ]  40%  loss = 0.023
   943m: epoch 34 [########            ]  40%  loss = 0.024
   943m: epoch 34 [########            ]  41%  loss = 0.023
   943m: epoch 34 [########            ]  41%  loss = 0.027
   943m: epoch 34 [########            ]  41%  loss = 0.024
   943m: epoch 34 [########            ]  42%  loss = 0.022
   943m: epoch 34 [########            ]  42%  loss = 0.023
   944m: epoch 34 [########            ]  43%  loss = 0.025
   944m: epoch 34 [########            ]  43%  loss = 0.023
   944m: epoch 34 [########            ]  43%  loss = 0.022
   944m: epoch 34 [########            ]  44%  loss = 0.023
   944m: epoch 34 [########            ]  44%  loss = 0.024
   944m: epoch 34 [########            ]  44%  loss = 0.023
   944m: epoch 34 [#########           ]  45%  loss = 0.023
   944m: epoch 34 [#########           ]  45%  loss = 0.023
   944m: epoch 34 [#########           ]  45%  loss = 0.024
   944m: epoch 34 [#########           ]  46%  loss = 0.025
   945m: epoch 34 [#########           ]  46%  loss = 0.023
   945m: epoch 34 [#########           ]  46%  loss = 0.024
   945m: epoch 34 [#########           ]  47%  loss = 0.024
   945m: epoch 34 [#########           ]  47%  loss = 0.022
   945m: epoch 34 [#########           ]  47%  loss = 0.025
   945m: epoch 34 [#########           ]  48%  loss = 0.022
   945m: epoch 34 [#########           ]  48%  loss = 0.025
   945m: epoch 34 [#########           ]  48%  loss = 0.024
   945m: epoch 34 [#########           ]  49%  loss = 0.023
   945m: epoch 34 [#########           ]  49%  loss = 0.023
   946m: epoch 34 [#########           ]  49%  loss = 0.025
   946m: epoch 34 [##########          ]  50%  loss = 0.024
   946m: epoch 34 [##########          ]  50%  loss = 0.025
   946m: epoch 34 [##########          ]  50%  loss = 0.023
   946m: epoch 34 [##########          ]  51%  loss = 0.022
   946m: epoch 34 [##########          ]  51%  loss = 0.024
   946m: epoch 34 [##########          ]  51%  loss = 0.023
   946m: epoch 34 [##########          ]  52%  loss = 0.022
   946m: epoch 34 [##########          ]  52%  loss = 0.024
   947m: epoch 34 [##########          ]  53%  loss = 0.023
   947m: epoch 34 [##########          ]  53%  loss = 0.023
   947m: epoch 34 [##########          ]  53%  loss = 0.023
   947m: epoch 34 [##########          ]  54%  loss = 0.023
   947m: epoch 34 [##########          ]  54%  loss = 0.024
   947m: epoch 34 [##########          ]  54%  loss = 0.023
   947m: epoch 34 [###########         ]  55%  loss = 0.025
   947m: epoch 34 [###########         ]  55%  loss = 0.023
   947m: epoch 34 [###########         ]  55%  loss = 0.026
   947m: epoch 34 [###########         ]  56%  loss = 0.024
   948m: epoch 34 [###########         ]  56%  loss = 0.023
   948m: epoch 34 [###########         ]  56%  loss = 0.023
   948m: epoch 34 [###########         ]  57%  loss = 0.024
   948m: epoch 34 [###########         ]  57%  loss = 0.025
   948m: epoch 34 [###########         ]  57%  loss = 0.023
   948m: epoch 34 [###########         ]  58%  loss = 0.025
   948m: epoch 34 [###########         ]  58%  loss = 0.022
   948m: epoch 34 [###########         ]  58%  loss = 0.024
   948m: epoch 34 [###########         ]  59%  loss = 0.024
   949m: epoch 34 [###########         ]  59%  loss = 0.023
   949m: epoch 34 [###########         ]  59%  loss = 0.024
   949m: epoch 34 [############        ]  60%  loss = 0.022
   949m: epoch 34 [############        ]  60%  loss = 0.025
   949m: epoch 34 [############        ]  60%  loss = 0.023
   949m: epoch 34 [############        ]  61%  loss = 0.025
   949m: epoch 34 [############        ]  61%  loss = 0.024
   949m: epoch 34 [############        ]  61%  loss = 0.021
   949m: epoch 34 [############        ]  62%  loss = 0.023
   949m: epoch 34 [############        ]  62%  loss = 0.023
   950m: epoch 34 [############        ]  62%  loss = 0.024
   950m: epoch 34 [############        ]  63%  loss = 0.025
   950m: epoch 34 [############        ]  63%  loss = 0.024
   950m: epoch 34 [############        ]  64%  loss = 0.023
   950m: epoch 34 [############        ]  64%  loss = 0.023
   950m: epoch 34 [############        ]  64%  loss = 0.024
   950m: epoch 34 [#############       ]  65%  loss = 0.022
   950m: epoch 34 [#############       ]  65%  loss = 0.025
   950m: epoch 34 [#############       ]  65%  loss = 0.022
   951m: epoch 34 [#############       ]  66%  loss = 0.025
   951m: epoch 34 [#############       ]  66%  loss = 0.026
   951m: epoch 34 [#############       ]  66%  loss = 0.023
   951m: epoch 34 [#############       ]  67%  loss = 0.023
   951m: epoch 34 [#############       ]  67%  loss = 0.024
   951m: epoch 34 [#############       ]  67%  loss = 0.022
   951m: epoch 34 [#############       ]  68%  loss = 0.023
   951m: epoch 34 [#############       ]  68%  loss = 0.024
   951m: epoch 34 [#############       ]  68%  loss = 0.025
   951m: epoch 34 [#############       ]  69%  loss = 0.024
   952m: epoch 34 [#############       ]  69%  loss = 0.024
   952m: epoch 34 [#############       ]  69%  loss = 0.023
   952m: epoch 34 [##############      ]  70%  loss = 0.025
   952m: epoch 34 [##############      ]  70%  loss = 0.025
   952m: epoch 34 [##############      ]  70%  loss = 0.023
   952m: epoch 34 [##############      ]  71%  loss = 0.025
   952m: epoch 34 [##############      ]  71%  loss = 0.025
   952m: epoch 34 [##############      ]  71%  loss = 0.024
   952m: epoch 34 [##############      ]  72%  loss = 0.023
   953m: epoch 34 [##############      ]  72%  loss = 0.026
   953m: epoch 34 [##############      ]  72%  loss = 0.025
   953m: epoch 34 [##############      ]  73%  loss = 0.023
   953m: epoch 34 [##############      ]  73%  loss = 0.023
   953m: epoch 34 [##############      ]  74%  loss = 0.025
   953m: epoch 34 [##############      ]  74%  loss = 0.024
   953m: epoch 34 [##############      ]  74%  loss = 0.023
   953m: epoch 34 [###############     ]  75%  loss = 0.024
   953m: epoch 34 [###############     ]  75%  loss = 0.024
   953m: epoch 34 [###############     ]  75%  loss = 0.023
   954m: epoch 34 [###############     ]  76%  loss = 0.022
   954m: epoch 34 [###############     ]  76%  loss = 0.023
   954m: epoch 34 [###############     ]  76%  loss = 0.024
   954m: epoch 34 [###############     ]  77%  loss = 0.023
   954m: epoch 34 [###############     ]  77%  loss = 0.023
   954m: epoch 34 [###############     ]  77%  loss = 0.024
   954m: epoch 34 [###############     ]  78%  loss = 0.024
   954m: epoch 34 [###############     ]  78%  loss = 0.022
   954m: epoch 34 [###############     ]  78%  loss = 0.024
   954m: epoch 34 [###############     ]  79%  loss = 0.025
   955m: epoch 34 [###############     ]  79%  loss = 0.027
   955m: epoch 34 [###############     ]  79%  loss = 0.024
   955m: epoch 34 [################    ]  80%  loss = 0.024
   955m: epoch 34 [################    ]  80%  loss = 0.023
   955m: epoch 34 [################    ]  80%  loss = 0.025
   955m: epoch 34 [################    ]  81%  loss = 0.024
   955m: epoch 34 [################    ]  81%  loss = 0.023
   955m: epoch 34 [################    ]  81%  loss = 0.023
   955m: epoch 34 [################    ]  82%  loss = 0.026
   956m: epoch 34 [################    ]  82%  loss = 0.025
   956m: epoch 34 [################    ]  82%  loss = 0.025
   956m: epoch 34 [################    ]  83%  loss = 0.025
   956m: epoch 34 [################    ]  83%  loss = 0.024
   956m: epoch 34 [################    ]  83%  loss = 0.026
   956m: epoch 34 [################    ]  84%  loss = 0.025
   956m: epoch 34 [################    ]  84%  loss = 0.024
   956m: epoch 34 [#################   ]  85%  loss = 0.025
   956m: epoch 34 [#################   ]  85%  loss = 0.025
   956m: epoch 34 [#################   ]  85%  loss = 0.025
   957m: epoch 34 [#################   ]  86%  loss = 0.025
   957m: epoch 34 [#################   ]  86%  loss = 0.025
   957m: epoch 34 [#################   ]  86%  loss = 0.022
   957m: epoch 34 [#################   ]  87%  loss = 0.025
   957m: epoch 34 [#################   ]  87%  loss = 0.024
   957m: epoch 34 [#################   ]  87%  loss = 0.023
   957m: epoch 34 [#################   ]  88%  loss = 0.025
   957m: epoch 34 [#################   ]  88%  loss = 0.024
   957m: epoch 34 [#################   ]  88%  loss = 0.025
   957m: epoch 34 [#################   ]  89%  loss = 0.024
   958m: epoch 34 [#################   ]  89%  loss = 0.025
   958m: epoch 34 [#################   ]  89%  loss = 0.025
   958m: epoch 34 [##################  ]  90%  loss = 0.025
   958m: epoch 34 [##################  ]  90%  loss = 0.024
   958m: epoch 34 [##################  ]  90%  loss = 0.023
   958m: epoch 34 [##################  ]  91%  loss = 0.024
   958m: epoch 34 [##################  ]  91%  loss = 0.023
   958m: epoch 34 [##################  ]  91%  loss = 0.024
   958m: epoch 34 [##################  ]  92%  loss = 0.024
   959m: epoch 34 [##################  ]  92%  loss = 0.024
   959m: epoch 34 [##################  ]  92%  loss = 0.024
   959m: epoch 34 [##################  ]  93%  loss = 0.023
   959m: epoch 34 [##################  ]  93%  loss = 0.023
   959m: epoch 34 [##################  ]  93%  loss = 0.025
   959m: epoch 34 [##################  ]  94%  loss = 0.024
   959m: epoch 34 [##################  ]  94%  loss = 0.026
   959m: epoch 34 [##################  ]  94%  loss = 0.024
   959m: epoch 34 [################### ]  95%  loss = 0.025
   959m: epoch 34 [################### ]  95%  loss = 0.024
   960m: epoch 34 [################### ]  96%  loss = 0.024
   960m: epoch 34 [################### ]  96%  loss = 0.022
   960m: epoch 34 [################### ]  96%  loss = 0.025
   960m: epoch 34 [################### ]  97%  loss = 0.024
   960m: epoch 34 [################### ]  97%  loss = 0.024
   960m: epoch 34 [################### ]  97%  loss = 0.025
   960m: epoch 34 [################### ]  98%  loss = 0.023
   960m: epoch 34 [################### ]  98%  loss = 0.025
   960m: epoch 34 [################### ]  98%  loss = 0.025
   961m: epoch 34 [################### ]  99%  loss = 0.025
   961m: epoch 34 [################### ]  99%  loss = 0.024
   961m: epoch 34 [################### ]  99%  loss = 0.025
961m: epoch 34 [####################]  100%  loss = 0.025
epoch 34 complete, loss = 0.025
model saved as token_classification_split_3_34_0.025
   961m: epoch 35 [                    ]  0%  loss = ...
   961m: epoch 35 [                    ]  0%  loss = 0.022
   961m: epoch 35 [                    ]  0%  loss = 0.021
   961m: epoch 35 [                    ]  1%  loss = 0.020
   961m: epoch 35 [                    ]  1%  loss = 0.021
   961m: epoch 35 [                    ]  1%  loss = 0.021
   961m: epoch 35 [                    ]  2%  loss = 0.022
   962m: epoch 35 [                    ]  2%  loss = 0.021
   962m: epoch 35 [                    ]  2%  loss = 0.021
   962m: epoch 35 [                    ]  3%  loss = 0.021
   962m: epoch 35 [                    ]  3%  loss = 0.021
   962m: epoch 35 [                    ]  3%  loss = 0.021
   962m: epoch 35 [                    ]  4%  loss = 0.022
   962m: epoch 35 [                    ]  4%  loss = 0.020
   962m: epoch 35 [                    ]  4%  loss = 0.021
   962m: epoch 35 [#                   ]  5%  loss = 0.020
   962m: epoch 35 [#                   ]  5%  loss = 0.023
   963m: epoch 35 [#                   ]  5%  loss = 0.022
   963m: epoch 35 [#                   ]  6%  loss = 0.023
   963m: epoch 35 [#                   ]  6%  loss = 0.022
   963m: epoch 35 [#                   ]  6%  loss = 0.022
   963m: epoch 35 [#                   ]  7%  loss = 0.021
   963m: epoch 35 [#                   ]  7%  loss = 0.024
   963m: epoch 35 [#                   ]  7%  loss = 0.022
   963m: epoch 35 [#                   ]  8%  loss = 0.022
   963m: epoch 35 [#                   ]  8%  loss = 0.021
   964m: epoch 35 [#                   ]  8%  loss = 0.022
   964m: epoch 35 [#                   ]  9%  loss = 0.022
   964m: epoch 35 [#                   ]  9%  loss = 0.023
   964m: epoch 35 [#                   ]  9%  loss = 0.023
   964m: epoch 35 [##                  ]  10%  loss = 0.022
   964m: epoch 35 [##                  ]  10%  loss = 0.023
   964m: epoch 35 [##                  ]  11%  loss = 0.023
   964m: epoch 35 [##                  ]  11%  loss = 0.022
   964m: epoch 35 [##                  ]  11%  loss = 0.022
   964m: epoch 35 [##                  ]  12%  loss = 0.023
   965m: epoch 35 [##                  ]  12%  loss = 0.021
   965m: epoch 35 [##                  ]  12%  loss = 0.020
   965m: epoch 35 [##                  ]  13%  loss = 0.022
   965m: epoch 35 [##                  ]  13%  loss = 0.022
   965m: epoch 35 [##                  ]  13%  loss = 0.023
   965m: epoch 35 [##                  ]  14%  loss = 0.023
   965m: epoch 35 [##                  ]  14%  loss = 0.022
   965m: epoch 35 [##                  ]  14%  loss = 0.022
   965m: epoch 35 [###                 ]  15%  loss = 0.022
   966m: epoch 35 [###                 ]  15%  loss = 0.021
   966m: epoch 35 [###                 ]  15%  loss = 0.023
   966m: epoch 35 [###                 ]  16%  loss = 0.022
   966m: epoch 35 [###                 ]  16%  loss = 0.023
   966m: epoch 35 [###                 ]  16%  loss = 0.023
   966m: epoch 35 [###                 ]  17%  loss = 0.022
   966m: epoch 35 [###                 ]  17%  loss = 0.021
   966m: epoch 35 [###                 ]  17%  loss = 0.022
   966m: epoch 35 [###                 ]  18%  loss = 0.022
   966m: epoch 35 [###                 ]  18%  loss = 0.022
   967m: epoch 35 [###                 ]  18%  loss = 0.023
   967m: epoch 35 [###                 ]  19%  loss = 0.021
   967m: epoch 35 [###                 ]  19%  loss = 0.023
   967m: epoch 35 [###                 ]  19%  loss = 0.024
   967m: epoch 35 [####                ]  20%  loss = 0.023
   967m: epoch 35 [####                ]  20%  loss = 0.023
   967m: epoch 35 [####                ]  20%  loss = 0.022
   967m: epoch 35 [####                ]  21%  loss = 0.023
   967m: epoch 35 [####                ]  21%  loss = 0.023
   967m: epoch 35 [####                ]  22%  loss = 0.022
   968m: epoch 35 [####                ]  22%  loss = 0.023
   968m: epoch 35 [####                ]  22%  loss = 0.022
   968m: epoch 35 [####                ]  23%  loss = 0.021
   968m: epoch 35 [####                ]  23%  loss = 0.023
   968m: epoch 35 [####                ]  23%  loss = 0.024
   968m: epoch 35 [####                ]  24%  loss = 0.024
   968m: epoch 35 [####                ]  24%  loss = 0.021
   968m: epoch 35 [####                ]  24%  loss = 0.022
   968m: epoch 35 [#####               ]  25%  loss = 0.023
   968m: epoch 35 [#####               ]  25%  loss = 0.023
   969m: epoch 35 [#####               ]  25%  loss = 0.024
   969m: epoch 35 [#####               ]  26%  loss = 0.022
   969m: epoch 35 [#####               ]  26%  loss = 0.023
   969m: epoch 35 [#####               ]  26%  loss = 0.023
   969m: epoch 35 [#####               ]  27%  loss = 0.022
   969m: epoch 35 [#####               ]  27%  loss = 0.021
   969m: epoch 35 [#####               ]  27%  loss = 0.023
   969m: epoch 35 [#####               ]  28%  loss = 0.023
   969m: epoch 35 [#####               ]  28%  loss = 0.022
   970m: epoch 35 [#####               ]  28%  loss = 0.022
   970m: epoch 35 [#####               ]  29%  loss = 0.022
   970m: epoch 35 [#####               ]  29%  loss = 0.024
   970m: epoch 35 [#####               ]  29%  loss = 0.023
   970m: epoch 35 [######              ]  30%  loss = 0.023
   970m: epoch 35 [######              ]  30%  loss = 0.023
   970m: epoch 35 [######              ]  30%  loss = 0.023
   970m: epoch 35 [######              ]  31%  loss = 0.024
   970m: epoch 35 [######              ]  31%  loss = 0.024
   970m: epoch 35 [######              ]  32%  loss = 0.021
   971m: epoch 35 [######              ]  32%  loss = 0.022
   971m: epoch 35 [######              ]  32%  loss = 0.024
   971m: epoch 35 [######              ]  33%  loss = 0.022
   971m: epoch 35 [######              ]  33%  loss = 0.025
   971m: epoch 35 [######              ]  33%  loss = 0.022
   971m: epoch 35 [######              ]  34%  loss = 0.023
   971m: epoch 35 [######              ]  34%  loss = 0.022
   971m: epoch 35 [######              ]  34%  loss = 0.023
   971m: epoch 35 [#######             ]  35%  loss = 0.023
   972m: epoch 35 [#######             ]  35%  loss = 0.023
   972m: epoch 35 [#######             ]  35%  loss = 0.023
   972m: epoch 35 [#######             ]  36%  loss = 0.023
   972m: epoch 35 [#######             ]  36%  loss = 0.024
   972m: epoch 35 [#######             ]  36%  loss = 0.021
   972m: epoch 35 [#######             ]  37%  loss = 0.024
   972m: epoch 35 [#######             ]  37%  loss = 0.023
   972m: epoch 35 [#######             ]  37%  loss = 0.023
   972m: epoch 35 [#######             ]  38%  loss = 0.023
   972m: epoch 35 [#######             ]  38%  loss = 0.024
   973m: epoch 35 [#######             ]  38%  loss = 0.022
   973m: epoch 35 [#######             ]  39%  loss = 0.022
   973m: epoch 35 [#######             ]  39%  loss = 0.022
   973m: epoch 35 [#######             ]  39%  loss = 0.023
   973m: epoch 35 [########            ]  40%  loss = 0.022
   973m: epoch 35 [########            ]  40%  loss = 0.022
   973m: epoch 35 [########            ]  40%  loss = 0.023
   973m: epoch 35 [########            ]  41%  loss = 0.024
   973m: epoch 35 [########            ]  41%  loss = 0.022
   973m: epoch 35 [########            ]  41%  loss = 0.023
   974m: epoch 35 [########            ]  42%  loss = 0.024
   974m: epoch 35 [########            ]  42%  loss = 0.023
   974m: epoch 35 [########            ]  43%  loss = 0.025
   974m: epoch 35 [########            ]  43%  loss = 0.024
   974m: epoch 35 [########            ]  43%  loss = 0.022
   974m: epoch 35 [########            ]  44%  loss = 0.023
   974m: epoch 35 [########            ]  44%  loss = 0.023
   974m: epoch 35 [########            ]  44%  loss = 0.024
   974m: epoch 35 [#########           ]  45%  loss = 0.023
   975m: epoch 35 [#########           ]  45%  loss = 0.023
   975m: epoch 35 [#########           ]  45%  loss = 0.023
   975m: epoch 35 [#########           ]  46%  loss = 0.022
   975m: epoch 35 [#########           ]  46%  loss = 0.023
   975m: epoch 35 [#########           ]  46%  loss = 0.024
   975m: epoch 35 [#########           ]  47%  loss = 0.023
   975m: epoch 35 [#########           ]  47%  loss = 0.023
   975m: epoch 35 [#########           ]  47%  loss = 0.023
   975m: epoch 35 [#########           ]  48%  loss = 0.025
   975m: epoch 35 [#########           ]  48%  loss = 0.024
   976m: epoch 35 [#########           ]  48%  loss = 0.022
   976m: epoch 35 [#########           ]  49%  loss = 0.025
   976m: epoch 35 [#########           ]  49%  loss = 0.025
   976m: epoch 35 [#########           ]  49%  loss = 0.023
   976m: epoch 35 [##########          ]  50%  loss = 0.025
   976m: epoch 35 [##########          ]  50%  loss = 0.024
   976m: epoch 35 [##########          ]  50%  loss = 0.024
   976m: epoch 35 [##########          ]  51%  loss = 0.023
   976m: epoch 35 [##########          ]  51%  loss = 0.025
   976m: epoch 35 [##########          ]  51%  loss = 0.025
   977m: epoch 35 [##########          ]  52%  loss = 0.022
   977m: epoch 35 [##########          ]  52%  loss = 0.023
   977m: epoch 35 [##########          ]  53%  loss = 0.024
   977m: epoch 35 [##########          ]  53%  loss = 0.025
   977m: epoch 35 [##########          ]  53%  loss = 0.023
   977m: epoch 35 [##########          ]  54%  loss = 0.023
   977m: epoch 35 [##########          ]  54%  loss = 0.024
   977m: epoch 35 [##########          ]  54%  loss = 0.024
   977m: epoch 35 [###########         ]  55%  loss = 0.024
   978m: epoch 35 [###########         ]  55%  loss = 0.023
   978m: epoch 35 [###########         ]  55%  loss = 0.025
   978m: epoch 35 [###########         ]  56%  loss = 0.024
   978m: epoch 35 [###########         ]  56%  loss = 0.024
   978m: epoch 35 [###########         ]  56%  loss = 0.024
   978m: epoch 35 [###########         ]  57%  loss = 0.024
   978m: epoch 35 [###########         ]  57%  loss = 0.024
   978m: epoch 35 [###########         ]  57%  loss = 0.022
   978m: epoch 35 [###########         ]  58%  loss = 0.023
   978m: epoch 35 [###########         ]  58%  loss = 0.023
   979m: epoch 35 [###########         ]  58%  loss = 0.024
   979m: epoch 35 [###########         ]  59%  loss = 0.023
   979m: epoch 35 [###########         ]  59%  loss = 0.022
   979m: epoch 35 [###########         ]  59%  loss = 0.023
   979m: epoch 35 [############        ]  60%  loss = 0.023
   979m: epoch 35 [############        ]  60%  loss = 0.024
   979m: epoch 35 [############        ]  60%  loss = 0.023
   979m: epoch 35 [############        ]  61%  loss = 0.023
   979m: epoch 35 [############        ]  61%  loss = 0.023
   980m: epoch 35 [############        ]  61%  loss = 0.025
   980m: epoch 35 [############        ]  62%  loss = 0.023
   980m: epoch 35 [############        ]  62%  loss = 0.024
   980m: epoch 35 [############        ]  62%  loss = 0.024
   980m: epoch 35 [############        ]  63%  loss = 0.023
   980m: epoch 35 [############        ]  63%  loss = 0.023
   980m: epoch 35 [############        ]  64%  loss = 0.023
   980m: epoch 35 [############        ]  64%  loss = 0.024
   980m: epoch 35 [############        ]  64%  loss = 0.023
   980m: epoch 35 [#############       ]  65%  loss = 0.023
   981m: epoch 35 [#############       ]  65%  loss = 0.025
   981m: epoch 35 [#############       ]  65%  loss = 0.023
   981m: epoch 35 [#############       ]  66%  loss = 0.022
   981m: epoch 35 [#############       ]  66%  loss = 0.024
   981m: epoch 35 [#############       ]  66%  loss = 0.025
   981m: epoch 35 [#############       ]  67%  loss = 0.024
   981m: epoch 35 [#############       ]  67%  loss = 0.024
   981m: epoch 35 [#############       ]  67%  loss = 0.026
   981m: epoch 35 [#############       ]  68%  loss = 0.026
   981m: epoch 35 [#############       ]  68%  loss = 0.023
   982m: epoch 35 [#############       ]  68%  loss = 0.023
   982m: epoch 35 [#############       ]  69%  loss = 0.024
   982m: epoch 35 [#############       ]  69%  loss = 0.025
   982m: epoch 35 [#############       ]  69%  loss = 0.025
   982m: epoch 35 [##############      ]  70%  loss = 0.023
   982m: epoch 35 [##############      ]  70%  loss = 0.023
   982m: epoch 35 [##############      ]  70%  loss = 0.024
   982m: epoch 35 [##############      ]  71%  loss = 0.025
   982m: epoch 35 [##############      ]  71%  loss = 0.023
   983m: epoch 35 [##############      ]  71%  loss = 0.024
   983m: epoch 35 [##############      ]  72%  loss = 0.023
   983m: epoch 35 [##############      ]  72%  loss = 0.024
   983m: epoch 35 [##############      ]  72%  loss = 0.023
   983m: epoch 35 [##############      ]  73%  loss = 0.023
   983m: epoch 35 [##############      ]  73%  loss = 0.023
   983m: epoch 35 [##############      ]  74%  loss = 0.024
   983m: epoch 35 [##############      ]  74%  loss = 0.023
   983m: epoch 35 [##############      ]  74%  loss = 0.023
   983m: epoch 35 [###############     ]  75%  loss = 0.024
   983m: epoch 35 [###############     ]  75%  loss = 0.023
   984m: epoch 35 [###############     ]  75%  loss = 0.026
   984m: epoch 35 [###############     ]  76%  loss = 0.024
   984m: epoch 35 [###############     ]  76%  loss = 0.025
   984m: epoch 35 [###############     ]  76%  loss = 0.021
   984m: epoch 35 [###############     ]  77%  loss = 0.023
   984m: epoch 35 [###############     ]  77%  loss = 0.025
   984m: epoch 35 [###############     ]  77%  loss = 0.022
   984m: epoch 35 [###############     ]  78%  loss = 0.023
   984m: epoch 35 [###############     ]  78%  loss = 0.023
   985m: epoch 35 [###############     ]  78%  loss = 0.024
   985m: epoch 35 [###############     ]  79%  loss = 0.024
   985m: epoch 35 [###############     ]  79%  loss = 0.023
   985m: epoch 35 [###############     ]  79%  loss = 0.023
   985m: epoch 35 [################    ]  80%  loss = 0.023
   985m: epoch 35 [################    ]  80%  loss = 0.023
   985m: epoch 35 [################    ]  80%  loss = 0.024
   985m: epoch 35 [################    ]  81%  loss = 0.023
   985m: epoch 35 [################    ]  81%  loss = 0.025
   985m: epoch 35 [################    ]  81%  loss = 0.024
   986m: epoch 35 [################    ]  82%  loss = 0.024
   986m: epoch 35 [################    ]  82%  loss = 0.025
   986m: epoch 35 [################    ]  82%  loss = 0.023
   986m: epoch 35 [################    ]  83%  loss = 0.025
   986m: epoch 35 [################    ]  83%  loss = 0.024
   986m: epoch 35 [################    ]  83%  loss = 0.024
   986m: epoch 35 [################    ]  84%  loss = 0.024
   986m: epoch 35 [################    ]  84%  loss = 0.025
   986m: epoch 35 [#################   ]  85%  loss = 0.022
   987m: epoch 35 [#################   ]  85%  loss = 0.022
   987m: epoch 35 [#################   ]  85%  loss = 0.024
   987m: epoch 35 [#################   ]  86%  loss = 0.023
   987m: epoch 35 [#################   ]  86%  loss = 0.023
   987m: epoch 35 [#################   ]  86%  loss = 0.024
   987m: epoch 35 [#################   ]  87%  loss = 0.023
   987m: epoch 35 [#################   ]  87%  loss = 0.024
   987m: epoch 35 [#################   ]  87%  loss = 0.023
   987m: epoch 35 [#################   ]  88%  loss = 0.025
   987m: epoch 35 [#################   ]  88%  loss = 0.023
   988m: epoch 35 [#################   ]  88%  loss = 0.023
   988m: epoch 35 [#################   ]  89%  loss = 0.026
   988m: epoch 35 [#################   ]  89%  loss = 0.022
   988m: epoch 35 [#################   ]  89%  loss = 0.024
   988m: epoch 35 [##################  ]  90%  loss = 0.024
   988m: epoch 35 [##################  ]  90%  loss = 0.024
   988m: epoch 35 [##################  ]  90%  loss = 0.026
   988m: epoch 35 [##################  ]  91%  loss = 0.025
   988m: epoch 35 [##################  ]  91%  loss = 0.023
   989m: epoch 35 [##################  ]  91%  loss = 0.027
   989m: epoch 35 [##################  ]  92%  loss = 0.025
   989m: epoch 35 [##################  ]  92%  loss = 0.024
   989m: epoch 35 [##################  ]  92%  loss = 0.024
   989m: epoch 35 [##################  ]  93%  loss = 0.023
   989m: epoch 35 [##################  ]  93%  loss = 0.025
   989m: epoch 35 [##################  ]  93%  loss = 0.026
   989m: epoch 35 [##################  ]  94%  loss = 0.023
   989m: epoch 35 [##################  ]  94%  loss = 0.026
   989m: epoch 35 [##################  ]  94%  loss = 0.024
   990m: epoch 35 [################### ]  95%  loss = 0.024
   990m: epoch 35 [################### ]  95%  loss = 0.024
   990m: epoch 35 [################### ]  96%  loss = 0.023
   990m: epoch 35 [################### ]  96%  loss = 0.024
   990m: epoch 35 [################### ]  96%  loss = 0.024
   990m: epoch 35 [################### ]  97%  loss = 0.025
   990m: epoch 35 [################### ]  97%  loss = 0.025
   990m: epoch 35 [################### ]  97%  loss = 0.025
   990m: epoch 35 [################### ]  98%  loss = 0.026
   991m: epoch 35 [################### ]  98%  loss = 0.025
   991m: epoch 35 [################### ]  98%  loss = 0.023
   991m: epoch 35 [################### ]  99%  loss = 0.023
   991m: epoch 35 [################### ]  99%  loss = 0.023
   991m: epoch 35 [################### ]  99%  loss = 0.025
991m: epoch 35 [####################]  100%  loss = 0.025
epoch 35 complete, loss = 0.025
model saved as token_classification_split_3_35_0.025
   991m: epoch 36 [                    ]  0%  loss = ...
   991m: epoch 36 [                    ]  0%  loss = 0.020
   991m: epoch 36 [                    ]  0%  loss = 0.020
   991m: epoch 36 [                    ]  1%  loss = 0.021
   992m: epoch 36 [                    ]  1%  loss = 0.022
   992m: epoch 36 [                    ]  1%  loss = 0.020
   992m: epoch 36 [                    ]  2%  loss = 0.022
   992m: epoch 36 [                    ]  2%  loss = 0.023
   992m: epoch 36 [                    ]  2%  loss = 0.022
   992m: epoch 36 [                    ]  3%  loss = 0.023
   992m: epoch 36 [                    ]  3%  loss = 0.020
   992m: epoch 36 [                    ]  3%  loss = 0.021
   992m: epoch 36 [                    ]  4%  loss = 0.021
   993m: epoch 36 [                    ]  4%  loss = 0.021
   993m: epoch 36 [                    ]  4%  loss = 0.022
   993m: epoch 36 [#                   ]  5%  loss = 0.021
   993m: epoch 36 [#                   ]  5%  loss = 0.022
   993m: epoch 36 [#                   ]  5%  loss = 0.021
   993m: epoch 36 [#                   ]  6%  loss = 0.023
   993m: epoch 36 [#                   ]  6%  loss = 0.021
   993m: epoch 36 [#                   ]  6%  loss = 0.021
   993m: epoch 36 [#                   ]  7%  loss = 0.020
   993m: epoch 36 [#                   ]  7%  loss = 0.022
   994m: epoch 36 [#                   ]  7%  loss = 0.020
   994m: epoch 36 [#                   ]  8%  loss = 0.022
   994m: epoch 36 [#                   ]  8%  loss = 0.022
   994m: epoch 36 [#                   ]  8%  loss = 0.021
   994m: epoch 36 [#                   ]  9%  loss = 0.021
   994m: epoch 36 [#                   ]  9%  loss = 0.021
   994m: epoch 36 [#                   ]  9%  loss = 0.024
   994m: epoch 36 [##                  ]  10%  loss = 0.022
   994m: epoch 36 [##                  ]  10%  loss = 0.021
   995m: epoch 36 [##                  ]  11%  loss = 0.024
   995m: epoch 36 [##                  ]  11%  loss = 0.021
   995m: epoch 36 [##                  ]  11%  loss = 0.023
   995m: epoch 36 [##                  ]  12%  loss = 0.020
   995m: epoch 36 [##                  ]  12%  loss = 0.022
   995m: epoch 36 [##                  ]  12%  loss = 0.022
   995m: epoch 36 [##                  ]  13%  loss = 0.022
   995m: epoch 36 [##                  ]  13%  loss = 0.023
   995m: epoch 36 [##                  ]  13%  loss = 0.021
   996m: epoch 36 [##                  ]  14%  loss = 0.021
   996m: epoch 36 [##                  ]  14%  loss = 0.020
   996m: epoch 36 [##                  ]  14%  loss = 0.024
   996m: epoch 36 [###                 ]  15%  loss = 0.022
   996m: epoch 36 [###                 ]  15%  loss = 0.025
   996m: epoch 36 [###                 ]  15%  loss = 0.023
   996m: epoch 36 [###                 ]  16%  loss = 0.022
   996m: epoch 36 [###                 ]  16%  loss = 0.022
   996m: epoch 36 [###                 ]  16%  loss = 0.022
   996m: epoch 36 [###                 ]  17%  loss = 0.023
   997m: epoch 36 [###                 ]  17%  loss = 0.022
   997m: epoch 36 [###                 ]  17%  loss = 0.023
   997m: epoch 36 [###                 ]  18%  loss = 0.024
   997m: epoch 36 [###                 ]  18%  loss = 0.021
   997m: epoch 36 [###                 ]  18%  loss = 0.022
   997m: epoch 36 [###                 ]  19%  loss = 0.020
   997m: epoch 36 [###                 ]  19%  loss = 0.022
   997m: epoch 36 [###                 ]  19%  loss = 0.024
   997m: epoch 36 [####                ]  20%  loss = 0.023
   998m: epoch 36 [####                ]  20%  loss = 0.022
   998m: epoch 36 [####                ]  20%  loss = 0.023
   998m: epoch 36 [####                ]  21%  loss = 0.023
   998m: epoch 36 [####                ]  21%  loss = 0.020
   998m: epoch 36 [####                ]  22%  loss = 0.022
   998m: epoch 36 [####                ]  22%  loss = 0.022
   998m: epoch 36 [####                ]  22%  loss = 0.023
   998m: epoch 36 [####                ]  23%  loss = 0.021
   998m: epoch 36 [####                ]  23%  loss = 0.022
   999m: epoch 36 [####                ]  23%  loss = 0.023
   999m: epoch 36 [####                ]  24%  loss = 0.023
   999m: epoch 36 [####                ]  24%  loss = 0.022
   999m: epoch 36 [####                ]  24%  loss = 0.022
   999m: epoch 36 [#####               ]  25%  loss = 0.022
   999m: epoch 36 [#####               ]  25%  loss = 0.022
   999m: epoch 36 [#####               ]  25%  loss = 0.023
   999m: epoch 36 [#####               ]  26%  loss = 0.022
   999m: epoch 36 [#####               ]  26%  loss = 0.023
   999m: epoch 36 [#####               ]  26%  loss = 0.022
   1000m: epoch 36 [#####               ]  27%  loss = 0.021
   1000m: epoch 36 [#####               ]  27%  loss = 0.023
   1000m: epoch 36 [#####               ]  27%  loss = 0.022
   1000m: epoch 36 [#####               ]  28%  loss = 0.024
   1000m: epoch 36 [#####               ]  28%  loss = 0.024
   1000m: epoch 36 [#####               ]  28%  loss = 0.023
   1000m: epoch 36 [#####               ]  29%  loss = 0.023
   1000m: epoch 36 [#####               ]  29%  loss = 0.022
   1000m: epoch 36 [#####               ]  29%  loss = 0.023
   1001m: epoch 36 [######              ]  30%  loss = 0.022
   1001m: epoch 36 [######              ]  30%  loss = 0.023
   1001m: epoch 36 [######              ]  30%  loss = 0.024
   1001m: epoch 36 [######              ]  31%  loss = 0.024
   1001m: epoch 36 [######              ]  31%  loss = 0.022
   1001m: epoch 36 [######              ]  32%  loss = 0.023
   1001m: epoch 36 [######              ]  32%  loss = 0.023
   1001m: epoch 36 [######              ]  32%  loss = 0.021
   1001m: epoch 36 [######              ]  33%  loss = 0.024
   1002m: epoch 36 [######              ]  33%  loss = 0.023
   1002m: epoch 36 [######              ]  33%  loss = 0.024
   1002m: epoch 36 [######              ]  34%  loss = 0.023
   1002m: epoch 36 [######              ]  34%  loss = 0.023
   1002m: epoch 36 [######              ]  34%  loss = 0.020
   1002m: epoch 36 [#######             ]  35%  loss = 0.022
   1002m: epoch 36 [#######             ]  35%  loss = 0.021
   1002m: epoch 36 [#######             ]  35%  loss = 0.023
   1002m: epoch 36 [#######             ]  36%  loss = 0.022
   1003m: epoch 36 [#######             ]  36%  loss = 0.021
   1003m: epoch 36 [#######             ]  36%  loss = 0.021
   1003m: epoch 36 [#######             ]  37%  loss = 0.023
   1003m: epoch 36 [#######             ]  37%  loss = 0.023
   1003m: epoch 36 [#######             ]  37%  loss = 0.020
   1003m: epoch 36 [#######             ]  38%  loss = 0.024
   1003m: epoch 36 [#######             ]  38%  loss = 0.021
   1003m: epoch 36 [#######             ]  38%  loss = 0.025
   1003m: epoch 36 [#######             ]  39%  loss = 0.021
   1003m: epoch 36 [#######             ]  39%  loss = 0.025
   1004m: epoch 36 [#######             ]  39%  loss = 0.022
   1004m: epoch 36 [########            ]  40%  loss = 0.022
   1004m: epoch 36 [########            ]  40%  loss = 0.021
   1004m: epoch 36 [########            ]  40%  loss = 0.021
   1004m: epoch 36 [########            ]  41%  loss = 0.020
   1004m: epoch 36 [########            ]  41%  loss = 0.023
   1004m: epoch 36 [########            ]  41%  loss = 0.022
   1004m: epoch 36 [########            ]  42%  loss = 0.023
   1004m: epoch 36 [########            ]  42%  loss = 0.024
   1005m: epoch 36 [########            ]  43%  loss = 0.024
   1005m: epoch 36 [########            ]  43%  loss = 0.021
   1005m: epoch 36 [########            ]  43%  loss = 0.023
   1005m: epoch 36 [########            ]  44%  loss = 0.023
   1005m: epoch 36 [########            ]  44%  loss = 0.024
   1005m: epoch 36 [########            ]  44%  loss = 0.022
   1005m: epoch 36 [#########           ]  45%  loss = 0.021
   1005m: epoch 36 [#########           ]  45%  loss = 0.023
   1005m: epoch 36 [#########           ]  45%  loss = 0.022
   1006m: epoch 36 [#########           ]  46%  loss = 0.023
   1006m: epoch 36 [#########           ]  46%  loss = 0.021
   1006m: epoch 36 [#########           ]  46%  loss = 0.022
   1006m: epoch 36 [#########           ]  47%  loss = 0.023
   1006m: epoch 36 [#########           ]  47%  loss = 0.023
   1006m: epoch 36 [#########           ]  47%  loss = 0.022
   1006m: epoch 36 [#########           ]  48%  loss = 0.023
   1006m: epoch 36 [#########           ]  48%  loss = 0.022
   1006m: epoch 36 [#########           ]  48%  loss = 0.021
   1007m: epoch 36 [#########           ]  49%  loss = 0.022
   1007m: epoch 36 [#########           ]  49%  loss = 0.024
   1007m: epoch 36 [#########           ]  49%  loss = 0.023
   1007m: epoch 36 [##########          ]  50%  loss = 0.023
   1007m: epoch 36 [##########          ]  50%  loss = 0.023
   1007m: epoch 36 [##########          ]  50%  loss = 0.023
   1007m: epoch 36 [##########          ]  51%  loss = 0.024
   1007m: epoch 36 [##########          ]  51%  loss = 0.023
   1007m: epoch 36 [##########          ]  51%  loss = 0.023
   1007m: epoch 36 [##########          ]  52%  loss = 0.023
   1008m: epoch 36 [##########          ]  52%  loss = 0.022
   1008m: epoch 36 [##########          ]  53%  loss = 0.022
   1008m: epoch 36 [##########          ]  53%  loss = 0.024
   1008m: epoch 36 [##########          ]  53%  loss = 0.023
   1008m: epoch 36 [##########          ]  54%  loss = 0.023
   1008m: epoch 36 [##########          ]  54%  loss = 0.025
   1008m: epoch 36 [##########          ]  54%  loss = 0.022
   1008m: epoch 36 [###########         ]  55%  loss = 0.023
   1008m: epoch 36 [###########         ]  55%  loss = 0.022
   1009m: epoch 36 [###########         ]  55%  loss = 0.023
   1009m: epoch 36 [###########         ]  56%  loss = 0.024
   1009m: epoch 36 [###########         ]  56%  loss = 0.023
   1009m: epoch 36 [###########         ]  56%  loss = 0.022
   1009m: epoch 36 [###########         ]  57%  loss = 0.023
   1009m: epoch 36 [###########         ]  57%  loss = 0.023
   1009m: epoch 36 [###########         ]  57%  loss = 0.022
   1009m: epoch 36 [###########         ]  58%  loss = 0.023
   1009m: epoch 36 [###########         ]  58%  loss = 0.022
   1010m: epoch 36 [###########         ]  58%  loss = 0.023
   1010m: epoch 36 [###########         ]  59%  loss = 0.024
   1010m: epoch 36 [###########         ]  59%  loss = 0.023
   1010m: epoch 36 [###########         ]  59%  loss = 0.023
   1010m: epoch 36 [############        ]  60%  loss = 0.024
   1010m: epoch 36 [############        ]  60%  loss = 0.027
   1010m: epoch 36 [############        ]  60%  loss = 0.022
   1010m: epoch 36 [############        ]  61%  loss = 0.023
   1010m: epoch 36 [############        ]  61%  loss = 0.023
   1011m: epoch 36 [############        ]  61%  loss = 0.022
   1011m: epoch 36 [############        ]  62%  loss = 0.023
   1011m: epoch 36 [############        ]  62%  loss = 0.023
   1011m: epoch 36 [############        ]  62%  loss = 0.023
   1011m: epoch 36 [############        ]  63%  loss = 0.024
   1011m: epoch 36 [############        ]  63%  loss = 0.024
   1011m: epoch 36 [############        ]  64%  loss = 0.022
   1011m: epoch 36 [############        ]  64%  loss = 0.024
   1011m: epoch 36 [############        ]  64%  loss = 0.024
   1012m: epoch 36 [#############       ]  65%  loss = 0.023
   1012m: epoch 36 [#############       ]  65%  loss = 0.023
   1012m: epoch 36 [#############       ]  65%  loss = 0.023
   1012m: epoch 36 [#############       ]  66%  loss = 0.021
   1012m: epoch 36 [#############       ]  66%  loss = 0.023
   1012m: epoch 36 [#############       ]  66%  loss = 0.024
   1012m: epoch 36 [#############       ]  67%  loss = 0.024
   1012m: epoch 36 [#############       ]  67%  loss = 0.025
   1012m: epoch 36 [#############       ]  67%  loss = 0.024
   1013m: epoch 36 [#############       ]  68%  loss = 0.023
   1013m: epoch 36 [#############       ]  68%  loss = 0.024
   1013m: epoch 36 [#############       ]  68%  loss = 0.023
   1013m: epoch 36 [#############       ]  69%  loss = 0.023
   1013m: epoch 36 [#############       ]  69%  loss = 0.023
   1013m: epoch 36 [#############       ]  69%  loss = 0.023
   1013m: epoch 36 [##############      ]  70%  loss = 0.023
   1013m: epoch 36 [##############      ]  70%  loss = 0.025
   1013m: epoch 36 [##############      ]  70%  loss = 0.024
   1013m: epoch 36 [##############      ]  71%  loss = 0.025
   1014m: epoch 36 [##############      ]  71%  loss = 0.024
   1014m: epoch 36 [##############      ]  71%  loss = 0.023
   1014m: epoch 36 [##############      ]  72%  loss = 0.023
   1014m: epoch 36 [##############      ]  72%  loss = 0.024
   1014m: epoch 36 [##############      ]  72%  loss = 0.025
   1014m: epoch 36 [##############      ]  73%  loss = 0.024
   1014m: epoch 36 [##############      ]  73%  loss = 0.022
   1014m: epoch 36 [##############      ]  74%  loss = 0.023
   1014m: epoch 36 [##############      ]  74%  loss = 0.025
   1015m: epoch 36 [##############      ]  74%  loss = 0.023
   1015m: epoch 36 [###############     ]  75%  loss = 0.023
   1015m: epoch 36 [###############     ]  75%  loss = 0.023
   1015m: epoch 36 [###############     ]  75%  loss = 0.024
   1015m: epoch 36 [###############     ]  76%  loss = 0.024
   1015m: epoch 36 [###############     ]  76%  loss = 0.024
   1015m: epoch 36 [###############     ]  76%  loss = 0.024
   1015m: epoch 36 [###############     ]  77%  loss = 0.023
   1015m: epoch 36 [###############     ]  77%  loss = 0.022
   1016m: epoch 36 [###############     ]  77%  loss = 0.023
   1016m: epoch 36 [###############     ]  78%  loss = 0.024
   1016m: epoch 36 [###############     ]  78%  loss = 0.024
   1016m: epoch 36 [###############     ]  78%  loss = 0.024
   1016m: epoch 36 [###############     ]  79%  loss = 0.023
   1016m: epoch 36 [###############     ]  79%  loss = 0.022
   1016m: epoch 36 [###############     ]  79%  loss = 0.025
   1016m: epoch 36 [################    ]  80%  loss = 0.024
   1016m: epoch 36 [################    ]  80%  loss = 0.023
   1016m: epoch 36 [################    ]  80%  loss = 0.022
   1017m: epoch 36 [################    ]  81%  loss = 0.025
   1017m: epoch 36 [################    ]  81%  loss = 0.024
   1017m: epoch 36 [################    ]  81%  loss = 0.024
   1017m: epoch 36 [################    ]  82%  loss = 0.024
   1017m: epoch 36 [################    ]  82%  loss = 0.024
   1017m: epoch 36 [################    ]  82%  loss = 0.024
   1017m: epoch 36 [################    ]  83%  loss = 0.025
   1017m: epoch 36 [################    ]  83%  loss = 0.023
   1017m: epoch 36 [################    ]  83%  loss = 0.024
   1018m: epoch 36 [################    ]  84%  loss = 0.025
   1018m: epoch 36 [################    ]  84%  loss = 0.026
   1018m: epoch 36 [#################   ]  85%  loss = 0.024
   1018m: epoch 36 [#################   ]  85%  loss = 0.022
   1018m: epoch 36 [#################   ]  85%  loss = 0.023
   1018m: epoch 36 [#################   ]  86%  loss = 0.025
   1018m: epoch 36 [#################   ]  86%  loss = 0.024
   1018m: epoch 36 [#################   ]  86%  loss = 0.025
   1018m: epoch 36 [#################   ]  87%  loss = 0.024
   1019m: epoch 36 [#################   ]  87%  loss = 0.024
   1019m: epoch 36 [#################   ]  87%  loss = 0.024
   1019m: epoch 36 [#################   ]  88%  loss = 0.022
   1019m: epoch 36 [#################   ]  88%  loss = 0.024
   1019m: epoch 36 [#################   ]  88%  loss = 0.024
   1019m: epoch 36 [#################   ]  89%  loss = 0.024
   1019m: epoch 36 [#################   ]  89%  loss = 0.024
   1019m: epoch 36 [#################   ]  89%  loss = 0.022
   1019m: epoch 36 [##################  ]  90%  loss = 0.024
   1019m: epoch 36 [##################  ]  90%  loss = 0.023
   1020m: epoch 36 [##################  ]  90%  loss = 0.023
   1020m: epoch 36 [##################  ]  91%  loss = 0.023
   1020m: epoch 36 [##################  ]  91%  loss = 0.022
   1020m: epoch 36 [##################  ]  91%  loss = 0.025
   1020m: epoch 36 [##################  ]  92%  loss = 0.023
   1020m: epoch 36 [##################  ]  92%  loss = 0.024
   1020m: epoch 36 [##################  ]  92%  loss = 0.024
   1020m: epoch 36 [##################  ]  93%  loss = 0.023
   1020m: epoch 36 [##################  ]  93%  loss = 0.023
   1021m: epoch 36 [##################  ]  93%  loss = 0.023
   1021m: epoch 36 [##################  ]  94%  loss = 0.025
   1021m: epoch 36 [##################  ]  94%  loss = 0.025
   1021m: epoch 36 [##################  ]  94%  loss = 0.025
   1021m: epoch 36 [################### ]  95%  loss = 0.024
   1021m: epoch 36 [################### ]  95%  loss = 0.023
   1021m: epoch 36 [################### ]  96%  loss = 0.025
   1021m: epoch 36 [################### ]  96%  loss = 0.023
   1021m: epoch 36 [################### ]  96%  loss = 0.025
   1022m: epoch 36 [################### ]  97%  loss = 0.023
   1022m: epoch 36 [################### ]  97%  loss = 0.023
   1022m: epoch 36 [################### ]  97%  loss = 0.024
   1022m: epoch 36 [################### ]  98%  loss = 0.026
   1022m: epoch 36 [################### ]  98%  loss = 0.025
   1022m: epoch 36 [################### ]  98%  loss = 0.024
   1022m: epoch 36 [################### ]  99%  loss = 0.024
   1022m: epoch 36 [################### ]  99%  loss = 0.022
   1022m: epoch 36 [################### ]  99%  loss = 0.025
1022m: epoch 36 [####################]  100%  loss = 0.025
epoch 36 complete, loss = 0.025
model saved as token_classification_split_3_36_0.025
   1022m: epoch 37 [                    ]  0%  loss = ...
   1023m: epoch 37 [                    ]  0%  loss = 0.020
   1023m: epoch 37 [                    ]  0%  loss = 0.021
   1023m: epoch 37 [                    ]  1%  loss = 0.020
   1023m: epoch 37 [                    ]  1%  loss = 0.019
   1023m: epoch 37 [                    ]  1%  loss = 0.020
   1023m: epoch 37 [                    ]  2%  loss = 0.021
   1023m: epoch 37 [                    ]  2%  loss = 0.022
   1023m: epoch 37 [                    ]  2%  loss = 0.021
   1023m: epoch 37 [                    ]  3%  loss = 0.021
   1024m: epoch 37 [                    ]  3%  loss = 0.019
   1024m: epoch 37 [                    ]  3%  loss = 0.021
   1024m: epoch 37 [                    ]  4%  loss = 0.021
   1024m: epoch 37 [                    ]  4%  loss = 0.024
   1024m: epoch 37 [                    ]  4%  loss = 0.022
   1024m: epoch 37 [#                   ]  5%  loss = 0.024
   1024m: epoch 37 [#                   ]  5%  loss = 0.020
   1024m: epoch 37 [#                   ]  5%  loss = 0.021
   1024m: epoch 37 [#                   ]  6%  loss = 0.020
   1025m: epoch 37 [#                   ]  6%  loss = 0.021
   1025m: epoch 37 [#                   ]  6%  loss = 0.021
   1025m: epoch 37 [#                   ]  7%  loss = 0.021
   1025m: epoch 37 [#                   ]  7%  loss = 0.023
   1025m: epoch 37 [#                   ]  7%  loss = 0.022
   1025m: epoch 37 [#                   ]  8%  loss = 0.022
   1025m: epoch 37 [#                   ]  8%  loss = 0.020
   1025m: epoch 37 [#                   ]  8%  loss = 0.023
   1025m: epoch 37 [#                   ]  9%  loss = 0.023
   1026m: epoch 37 [#                   ]  9%  loss = 0.020
   1026m: epoch 37 [#                   ]  9%  loss = 0.022
   1026m: epoch 37 [##                  ]  10%  loss = 0.023
   1026m: epoch 37 [##                  ]  10%  loss = 0.023
   1026m: epoch 37 [##                  ]  11%  loss = 0.023
   1026m: epoch 37 [##                  ]  11%  loss = 0.023
   1026m: epoch 37 [##                  ]  11%  loss = 0.022
   1026m: epoch 37 [##                  ]  12%  loss = 0.020
   1026m: epoch 37 [##                  ]  12%  loss = 0.023
   1026m: epoch 37 [##                  ]  12%  loss = 0.021
   1027m: epoch 37 [##                  ]  13%  loss = 0.021
   1027m: epoch 37 [##                  ]  13%  loss = 0.022
   1027m: epoch 37 [##                  ]  13%  loss = 0.021
   1027m: epoch 37 [##                  ]  14%  loss = 0.022
   1027m: epoch 37 [##                  ]  14%  loss = 0.021
   1027m: epoch 37 [##                  ]  14%  loss = 0.022
   1027m: epoch 37 [###                 ]  15%  loss = 0.021
   1027m: epoch 37 [###                 ]  15%  loss = 0.022
   1027m: epoch 37 [###                 ]  15%  loss = 0.023
   1028m: epoch 37 [###                 ]  16%  loss = 0.021
   1028m: epoch 37 [###                 ]  16%  loss = 0.023
   1028m: epoch 37 [###                 ]  16%  loss = 0.021
   1028m: epoch 37 [###                 ]  17%  loss = 0.022
   1028m: epoch 37 [###                 ]  17%  loss = 0.024
   1028m: epoch 37 [###                 ]  17%  loss = 0.022
   1028m: epoch 37 [###                 ]  18%  loss = 0.022
   1028m: epoch 37 [###                 ]  18%  loss = 0.022
   1028m: epoch 37 [###                 ]  18%  loss = 0.022
   1029m: epoch 37 [###                 ]  19%  loss = 0.022
   1029m: epoch 37 [###                 ]  19%  loss = 0.022
   1029m: epoch 37 [###                 ]  19%  loss = 0.020
   1029m: epoch 37 [####                ]  20%  loss = 0.022
   1029m: epoch 37 [####                ]  20%  loss = 0.021
   1029m: epoch 37 [####                ]  20%  loss = 0.023
   1029m: epoch 37 [####                ]  21%  loss = 0.020
   1029m: epoch 37 [####                ]  21%  loss = 0.022
   1029m: epoch 37 [####                ]  22%  loss = 0.020
   1029m: epoch 37 [####                ]  22%  loss = 0.022
   1030m: epoch 37 [####                ]  22%  loss = 0.023
   1030m: epoch 37 [####                ]  23%  loss = 0.021
   1030m: epoch 37 [####                ]  23%  loss = 0.024
   1030m: epoch 37 [####                ]  23%  loss = 0.021
   1030m: epoch 37 [####                ]  24%  loss = 0.021
   1030m: epoch 37 [####                ]  24%  loss = 0.022
   1030m: epoch 37 [####                ]  24%  loss = 0.020
   1030m: epoch 37 [#####               ]  25%  loss = 0.022
   1030m: epoch 37 [#####               ]  25%  loss = 0.021
   1031m: epoch 37 [#####               ]  25%  loss = 0.024
   1031m: epoch 37 [#####               ]  26%  loss = 0.022
   1031m: epoch 37 [#####               ]  26%  loss = 0.022
   1031m: epoch 37 [#####               ]  26%  loss = 0.023
   1031m: epoch 37 [#####               ]  27%  loss = 0.021
   1031m: epoch 37 [#####               ]  27%  loss = 0.021
   1031m: epoch 37 [#####               ]  27%  loss = 0.022
   1031m: epoch 37 [#####               ]  28%  loss = 0.021
   1031m: epoch 37 [#####               ]  28%  loss = 0.023
   1032m: epoch 37 [#####               ]  28%  loss = 0.023
   1032m: epoch 37 [#####               ]  29%  loss = 0.022
   1032m: epoch 37 [#####               ]  29%  loss = 0.022
   1032m: epoch 37 [#####               ]  29%  loss = 0.023
   1032m: epoch 37 [######              ]  30%  loss = 0.023
   1032m: epoch 37 [######              ]  30%  loss = 0.022
   1032m: epoch 37 [######              ]  30%  loss = 0.023
   1032m: epoch 37 [######              ]  31%  loss = 0.020
   1032m: epoch 37 [######              ]  31%  loss = 0.023
   1032m: epoch 37 [######              ]  32%  loss = 0.021
   1033m: epoch 37 [######              ]  32%  loss = 0.022
   1033m: epoch 37 [######              ]  32%  loss = 0.023
   1033m: epoch 37 [######              ]  33%  loss = 0.022
   1033m: epoch 37 [######              ]  33%  loss = 0.022
   1033m: epoch 37 [######              ]  33%  loss = 0.022
   1033m: epoch 37 [######              ]  34%  loss = 0.022
   1033m: epoch 37 [######              ]  34%  loss = 0.023
   1033m: epoch 37 [######              ]  34%  loss = 0.023
   1033m: epoch 37 [#######             ]  35%  loss = 0.023
   1034m: epoch 37 [#######             ]  35%  loss = 0.022
   1034m: epoch 37 [#######             ]  35%  loss = 0.020
   1034m: epoch 37 [#######             ]  36%  loss = 0.024
   1034m: epoch 37 [#######             ]  36%  loss = 0.023
   1034m: epoch 37 [#######             ]  36%  loss = 0.024
   1034m: epoch 37 [#######             ]  37%  loss = 0.022
   1034m: epoch 37 [#######             ]  37%  loss = 0.023
   1034m: epoch 37 [#######             ]  37%  loss = 0.021
   1034m: epoch 37 [#######             ]  38%  loss = 0.023
   1034m: epoch 37 [#######             ]  38%  loss = 0.023
   1035m: epoch 37 [#######             ]  38%  loss = 0.022
   1035m: epoch 37 [#######             ]  39%  loss = 0.023
   1035m: epoch 37 [#######             ]  39%  loss = 0.021
   1035m: epoch 37 [#######             ]  39%  loss = 0.024
   1035m: epoch 37 [########            ]  40%  loss = 0.023
   1035m: epoch 37 [########            ]  40%  loss = 0.023
   1035m: epoch 37 [########            ]  40%  loss = 0.023
   1035m: epoch 37 [########            ]  41%  loss = 0.023
   1035m: epoch 37 [########            ]  41%  loss = 0.021
   1036m: epoch 37 [########            ]  41%  loss = 0.023
   1036m: epoch 37 [########            ]  42%  loss = 0.024
   1036m: epoch 37 [########            ]  42%  loss = 0.025
   1036m: epoch 37 [########            ]  43%  loss = 0.023
   1036m: epoch 37 [########            ]  43%  loss = 0.022
   1036m: epoch 37 [########            ]  43%  loss = 0.024
   1036m: epoch 37 [########            ]  44%  loss = 0.023
   1036m: epoch 37 [########            ]  44%  loss = 0.022
   1036m: epoch 37 [########            ]  44%  loss = 0.022
   1036m: epoch 37 [#########           ]  45%  loss = 0.023
   1037m: epoch 37 [#########           ]  45%  loss = 0.023
   1037m: epoch 37 [#########           ]  45%  loss = 0.022
   1037m: epoch 37 [#########           ]  46%  loss = 0.022
   1037m: epoch 37 [#########           ]  46%  loss = 0.023
   1037m: epoch 37 [#########           ]  46%  loss = 0.023
   1037m: epoch 37 [#########           ]  47%  loss = 0.022
   1037m: epoch 37 [#########           ]  47%  loss = 0.021
   1037m: epoch 37 [#########           ]  47%  loss = 0.023
   1037m: epoch 37 [#########           ]  48%  loss = 0.023
   1038m: epoch 37 [#########           ]  48%  loss = 0.026
   1038m: epoch 37 [#########           ]  48%  loss = 0.025
   1038m: epoch 37 [#########           ]  49%  loss = 0.022
   1038m: epoch 37 [#########           ]  49%  loss = 0.023
   1038m: epoch 37 [#########           ]  49%  loss = 0.023
   1038m: epoch 37 [##########          ]  50%  loss = 0.023
   1038m: epoch 37 [##########          ]  50%  loss = 0.024
   1038m: epoch 37 [##########          ]  50%  loss = 0.023
   1038m: epoch 37 [##########          ]  51%  loss = 0.024
   1038m: epoch 37 [##########          ]  51%  loss = 0.021
   1039m: epoch 37 [##########          ]  51%  loss = 0.024
   1039m: epoch 37 [##########          ]  52%  loss = 0.021
   1039m: epoch 37 [##########          ]  52%  loss = 0.023
   1039m: epoch 37 [##########          ]  53%  loss = 0.022
   1039m: epoch 37 [##########          ]  53%  loss = 0.023
   1039m: epoch 37 [##########          ]  53%  loss = 0.023
   1039m: epoch 37 [##########          ]  54%  loss = 0.024
   1039m: epoch 37 [##########          ]  54%  loss = 0.022
   1039m: epoch 37 [##########          ]  54%  loss = 0.025
   1040m: epoch 37 [###########         ]  55%  loss = 0.022
   1040m: epoch 37 [###########         ]  55%  loss = 0.022
   1040m: epoch 37 [###########         ]  55%  loss = 0.021
   1040m: epoch 37 [###########         ]  56%  loss = 0.023
   1040m: epoch 37 [###########         ]  56%  loss = 0.022
   1040m: epoch 37 [###########         ]  56%  loss = 0.023
   1040m: epoch 37 [###########         ]  57%  loss = 0.023
   1040m: epoch 37 [###########         ]  57%  loss = 0.022
   1040m: epoch 37 [###########         ]  57%  loss = 0.022
   1040m: epoch 37 [###########         ]  58%  loss = 0.022
   1041m: epoch 37 [###########         ]  58%  loss = 0.023
   1041m: epoch 37 [###########         ]  58%  loss = 0.024
   1041m: epoch 37 [###########         ]  59%  loss = 0.024
   1041m: epoch 37 [###########         ]  59%  loss = 0.023
   1041m: epoch 37 [###########         ]  59%  loss = 0.023
   1041m: epoch 37 [############        ]  60%  loss = 0.024
   1041m: epoch 37 [############        ]  60%  loss = 0.024
   1041m: epoch 37 [############        ]  60%  loss = 0.024
   1041m: epoch 37 [############        ]  61%  loss = 0.021
   1042m: epoch 37 [############        ]  61%  loss = 0.022
   1042m: epoch 37 [############        ]  61%  loss = 0.023
   1042m: epoch 37 [############        ]  62%  loss = 0.022
   1042m: epoch 37 [############        ]  62%  loss = 0.023
   1042m: epoch 37 [############        ]  62%  loss = 0.025
   1042m: epoch 37 [############        ]  63%  loss = 0.022
   1042m: epoch 37 [############        ]  63%  loss = 0.023
   1042m: epoch 37 [############        ]  64%  loss = 0.023
   1042m: epoch 37 [############        ]  64%  loss = 0.023
   1042m: epoch 37 [############        ]  64%  loss = 0.023
   1043m: epoch 37 [#############       ]  65%  loss = 0.023
   1043m: epoch 37 [#############       ]  65%  loss = 0.023
   1043m: epoch 37 [#############       ]  65%  loss = 0.022
   1043m: epoch 37 [#############       ]  66%  loss = 0.023
   1043m: epoch 37 [#############       ]  66%  loss = 0.021
   1043m: epoch 37 [#############       ]  66%  loss = 0.025
   1043m: epoch 37 [#############       ]  67%  loss = 0.024
   1043m: epoch 37 [#############       ]  67%  loss = 0.023
   1043m: epoch 37 [#############       ]  67%  loss = 0.025
   1044m: epoch 37 [#############       ]  68%  loss = 0.021
   1044m: epoch 37 [#############       ]  68%  loss = 0.025
   1044m: epoch 37 [#############       ]  68%  loss = 0.022
   1044m: epoch 37 [#############       ]  69%  loss = 0.023
   1044m: epoch 37 [#############       ]  69%  loss = 0.022
   1044m: epoch 37 [#############       ]  69%  loss = 0.023
   1044m: epoch 37 [##############      ]  70%  loss = 0.023
   1044m: epoch 37 [##############      ]  70%  loss = 0.024
   1044m: epoch 37 [##############      ]  70%  loss = 0.023
   1045m: epoch 37 [##############      ]  71%  loss = 0.023
   1045m: epoch 37 [##############      ]  71%  loss = 0.024
   1045m: epoch 37 [##############      ]  71%  loss = 0.024
   1045m: epoch 37 [##############      ]  72%  loss = 0.022
   1045m: epoch 37 [##############      ]  72%  loss = 0.024
   1045m: epoch 37 [##############      ]  72%  loss = 0.023
   1045m: epoch 37 [##############      ]  73%  loss = 0.024
   1045m: epoch 37 [##############      ]  73%  loss = 0.023
   1045m: epoch 37 [##############      ]  74%  loss = 0.023
   1045m: epoch 37 [##############      ]  74%  loss = 0.024
   1046m: epoch 37 [##############      ]  74%  loss = 0.024
   1046m: epoch 37 [###############     ]  75%  loss = 0.024
   1046m: epoch 37 [###############     ]  75%  loss = 0.025
   1046m: epoch 37 [###############     ]  75%  loss = 0.022
   1046m: epoch 37 [###############     ]  76%  loss = 0.023
   1046m: epoch 37 [###############     ]  76%  loss = 0.023
   1046m: epoch 37 [###############     ]  76%  loss = 0.024
   1046m: epoch 37 [###############     ]  77%  loss = 0.023
   1046m: epoch 37 [###############     ]  77%  loss = 0.022
   1047m: epoch 37 [###############     ]  77%  loss = 0.022
   1047m: epoch 37 [###############     ]  78%  loss = 0.025
   1047m: epoch 37 [###############     ]  78%  loss = 0.023
   1047m: epoch 37 [###############     ]  78%  loss = 0.022
   1047m: epoch 37 [###############     ]  79%  loss = 0.023
   1047m: epoch 37 [###############     ]  79%  loss = 0.023
   1047m: epoch 37 [###############     ]  79%  loss = 0.024
   1047m: epoch 37 [################    ]  80%  loss = 0.022
   1047m: epoch 37 [################    ]  80%  loss = 0.023
   1047m: epoch 37 [################    ]  80%  loss = 0.024
   1048m: epoch 37 [################    ]  81%  loss = 0.023
   1048m: epoch 37 [################    ]  81%  loss = 0.023
   1048m: epoch 37 [################    ]  81%  loss = 0.024
   1048m: epoch 37 [################    ]  82%  loss = 0.024
   1048m: epoch 37 [################    ]  82%  loss = 0.023
   1048m: epoch 37 [################    ]  82%  loss = 0.025
   1048m: epoch 37 [################    ]  83%  loss = 0.022
   1048m: epoch 37 [################    ]  83%  loss = 0.023
   1048m: epoch 37 [################    ]  83%  loss = 0.021
   1049m: epoch 37 [################    ]  84%  loss = 0.023
   1049m: epoch 37 [################    ]  84%  loss = 0.023
   1049m: epoch 37 [#################   ]  85%  loss = 0.024
   1049m: epoch 37 [#################   ]  85%  loss = 0.022
   1049m: epoch 37 [#################   ]  85%  loss = 0.024
   1049m: epoch 37 [#################   ]  86%  loss = 0.024
   1049m: epoch 37 [#################   ]  86%  loss = 0.023
   1049m: epoch 37 [#################   ]  86%  loss = 0.023
   1049m: epoch 37 [#################   ]  87%  loss = 0.022
   1050m: epoch 37 [#################   ]  87%  loss = 0.025
   1050m: epoch 37 [#################   ]  87%  loss = 0.023
   1050m: epoch 37 [#################   ]  88%  loss = 0.023
   1050m: epoch 37 [#################   ]  88%  loss = 0.024
   1050m: epoch 37 [#################   ]  88%  loss = 0.023
   1050m: epoch 37 [#################   ]  89%  loss = 0.023
   1050m: epoch 37 [#################   ]  89%  loss = 0.025
   1050m: epoch 37 [#################   ]  89%  loss = 0.023
   1050m: epoch 37 [##################  ]  90%  loss = 0.023
   1051m: epoch 37 [##################  ]  90%  loss = 0.024
   1051m: epoch 37 [##################  ]  90%  loss = 0.023
   1051m: epoch 37 [##################  ]  91%  loss = 0.024
   1051m: epoch 37 [##################  ]  91%  loss = 0.024
   1051m: epoch 37 [##################  ]  91%  loss = 0.024
   1051m: epoch 37 [##################  ]  92%  loss = 0.023
   1051m: epoch 37 [##################  ]  92%  loss = 0.024
   1051m: epoch 37 [##################  ]  92%  loss = 0.023
   1051m: epoch 37 [##################  ]  93%  loss = 0.024
   1052m: epoch 37 [##################  ]  93%  loss = 0.024
   1052m: epoch 37 [##################  ]  93%  loss = 0.022
   1052m: epoch 37 [##################  ]  94%  loss = 0.024
   1052m: epoch 37 [##################  ]  94%  loss = 0.024
   1052m: epoch 37 [##################  ]  94%  loss = 0.024
   1052m: epoch 37 [################### ]  95%  loss = 0.023
   1052m: epoch 37 [################### ]  95%  loss = 0.023
   1052m: epoch 37 [################### ]  96%  loss = 0.024
   1052m: epoch 37 [################### ]  96%  loss = 0.023
   1052m: epoch 37 [################### ]  96%  loss = 0.024
   1053m: epoch 37 [################### ]  97%  loss = 0.024
   1053m: epoch 37 [################### ]  97%  loss = 0.022
   1053m: epoch 37 [################### ]  97%  loss = 0.023
   1053m: epoch 37 [################### ]  98%  loss = 0.023
   1053m: epoch 37 [################### ]  98%  loss = 0.025
   1053m: epoch 37 [################### ]  98%  loss = 0.024
   1053m: epoch 37 [################### ]  99%  loss = 0.025
   1053m: epoch 37 [################### ]  99%  loss = 0.024
   1053m: epoch 37 [################### ]  99%  loss = 0.024
1054m: epoch 37 [####################]  100%  loss = 0.024
epoch 37 complete, loss = 0.024
model saved as token_classification_split_3_37_0.024
   1054m: epoch 38 [                    ]  0%  loss = ...
   1054m: epoch 38 [                    ]  0%  loss = 0.021
   1054m: epoch 38 [                    ]  0%  loss = 0.021
   1054m: epoch 38 [                    ]  1%  loss = 0.021
   1054m: epoch 38 [                    ]  1%  loss = 0.022
   1054m: epoch 38 [                    ]  1%  loss = 0.020
   1054m: epoch 38 [                    ]  2%  loss = 0.021
   1054m: epoch 38 [                    ]  2%  loss = 0.020
   1054m: epoch 38 [                    ]  2%  loss = 0.019
   1055m: epoch 38 [                    ]  3%  loss = 0.021
   1055m: epoch 38 [                    ]  3%  loss = 0.021
   1055m: epoch 38 [                    ]  3%  loss = 0.021
   1055m: epoch 38 [                    ]  4%  loss = 0.020
   1055m: epoch 38 [                    ]  4%  loss = 0.022
   1055m: epoch 38 [                    ]  4%  loss = 0.020
   1055m: epoch 38 [#                   ]  5%  loss = 0.021
   1055m: epoch 38 [#                   ]  5%  loss = 0.021
   1055m: epoch 38 [#                   ]  5%  loss = 0.022
   1056m: epoch 38 [#                   ]  6%  loss = 0.022
   1056m: epoch 38 [#                   ]  6%  loss = 0.022
   1056m: epoch 38 [#                   ]  6%  loss = 0.023
   1056m: epoch 38 [#                   ]  7%  loss = 0.020
   1056m: epoch 38 [#                   ]  7%  loss = 0.022
   1056m: epoch 38 [#                   ]  7%  loss = 0.020
   1056m: epoch 38 [#                   ]  8%  loss = 0.021
   1056m: epoch 38 [#                   ]  8%  loss = 0.021
   1056m: epoch 38 [#                   ]  8%  loss = 0.021
   1057m: epoch 38 [#                   ]  9%  loss = 0.021
   1057m: epoch 38 [#                   ]  9%  loss = 0.021
   1057m: epoch 38 [#                   ]  9%  loss = 0.023
   1057m: epoch 38 [##                  ]  10%  loss = 0.021
   1057m: epoch 38 [##                  ]  10%  loss = 0.021
   1057m: epoch 38 [##                  ]  11%  loss = 0.021
   1057m: epoch 38 [##                  ]  11%  loss = 0.021
   1057m: epoch 38 [##                  ]  11%  loss = 0.020
   1057m: epoch 38 [##                  ]  12%  loss = 0.022
   1057m: epoch 38 [##                  ]  12%  loss = 0.022
   1058m: epoch 38 [##                  ]  12%  loss = 0.023
   1058m: epoch 38 [##                  ]  13%  loss = 0.021
   1058m: epoch 38 [##                  ]  13%  loss = 0.021
   1058m: epoch 38 [##                  ]  13%  loss = 0.021
   1058m: epoch 38 [##                  ]  14%  loss = 0.022
   1058m: epoch 38 [##                  ]  14%  loss = 0.021
   1058m: epoch 38 [##                  ]  14%  loss = 0.021
   1058m: epoch 38 [###                 ]  15%  loss = 0.021
   1058m: epoch 38 [###                 ]  15%  loss = 0.021
   1059m: epoch 38 [###                 ]  15%  loss = 0.021
   1059m: epoch 38 [###                 ]  16%  loss = 0.022
   1059m: epoch 38 [###                 ]  16%  loss = 0.020
   1059m: epoch 38 [###                 ]  16%  loss = 0.021
   1059m: epoch 38 [###                 ]  17%  loss = 0.022
   1059m: epoch 38 [###                 ]  17%  loss = 0.023
   1059m: epoch 38 [###                 ]  17%  loss = 0.022
   1059m: epoch 38 [###                 ]  18%  loss = 0.021
   1059m: epoch 38 [###                 ]  18%  loss = 0.021
   1060m: epoch 38 [###                 ]  18%  loss = 0.021
   1060m: epoch 38 [###                 ]  19%  loss = 0.021
   1060m: epoch 38 [###                 ]  19%  loss = 0.021
   1060m: epoch 38 [###                 ]  19%  loss = 0.023
   1060m: epoch 38 [####                ]  20%  loss = 0.019
   1060m: epoch 38 [####                ]  20%  loss = 0.022
   1060m: epoch 38 [####                ]  20%  loss = 0.022
   1060m: epoch 38 [####                ]  21%  loss = 0.023
   1060m: epoch 38 [####                ]  21%  loss = 0.021
   1061m: epoch 38 [####                ]  22%  loss = 0.022
   1061m: epoch 38 [####                ]  22%  loss = 0.022
   1061m: epoch 38 [####                ]  22%  loss = 0.022
   1061m: epoch 38 [####                ]  23%  loss = 0.023
   1061m: epoch 38 [####                ]  23%  loss = 0.021
   1061m: epoch 38 [####                ]  23%  loss = 0.021
   1061m: epoch 38 [####                ]  24%  loss = 0.022
   1061m: epoch 38 [####                ]  24%  loss = 0.022
   1061m: epoch 38 [####                ]  24%  loss = 0.019
   1062m: epoch 38 [#####               ]  25%  loss = 0.020
   1062m: epoch 38 [#####               ]  25%  loss = 0.023
   1062m: epoch 38 [#####               ]  25%  loss = 0.023
   1062m: epoch 38 [#####               ]  26%  loss = 0.022
   1062m: epoch 38 [#####               ]  26%  loss = 0.020
   1062m: epoch 38 [#####               ]  26%  loss = 0.022
   1062m: epoch 38 [#####               ]  27%  loss = 0.022
   1062m: epoch 38 [#####               ]  27%  loss = 0.022
   1062m: epoch 38 [#####               ]  27%  loss = 0.022
   1062m: epoch 38 [#####               ]  28%  loss = 0.022
   1063m: epoch 38 [#####               ]  28%  loss = 0.022
   1063m: epoch 38 [#####               ]  28%  loss = 0.023
   1063m: epoch 38 [#####               ]  29%  loss = 0.021
   1063m: epoch 38 [#####               ]  29%  loss = 0.023
   1063m: epoch 38 [#####               ]  29%  loss = 0.022
   1063m: epoch 38 [######              ]  30%  loss = 0.021
   1063m: epoch 38 [######              ]  30%  loss = 0.022
   1063m: epoch 38 [######              ]  30%  loss = 0.021
   1063m: epoch 38 [######              ]  31%  loss = 0.022
   1064m: epoch 38 [######              ]  31%  loss = 0.023
   1064m: epoch 38 [######              ]  32%  loss = 0.022
   1064m: epoch 38 [######              ]  32%  loss = 0.021
   1064m: epoch 38 [######              ]  32%  loss = 0.023
   1064m: epoch 38 [######              ]  33%  loss = 0.022
   1064m: epoch 38 [######              ]  33%  loss = 0.023
   1064m: epoch 38 [######              ]  33%  loss = 0.021
   1064m: epoch 38 [######              ]  34%  loss = 0.022
   1064m: epoch 38 [######              ]  34%  loss = 0.023
   1065m: epoch 38 [######              ]  34%  loss = 0.019
   1065m: epoch 38 [#######             ]  35%  loss = 0.023
   1065m: epoch 38 [#######             ]  35%  loss = 0.022
   1065m: epoch 38 [#######             ]  35%  loss = 0.024
   1065m: epoch 38 [#######             ]  36%  loss = 0.022
   1065m: epoch 38 [#######             ]  36%  loss = 0.022
   1065m: epoch 38 [#######             ]  36%  loss = 0.023
   1065m: epoch 38 [#######             ]  37%  loss = 0.022
   1065m: epoch 38 [#######             ]  37%  loss = 0.022
   1066m: epoch 38 [#######             ]  37%  loss = 0.021
   1066m: epoch 38 [#######             ]  38%  loss = 0.023
   1066m: epoch 38 [#######             ]  38%  loss = 0.023
   1066m: epoch 38 [#######             ]  38%  loss = 0.020
   1066m: epoch 38 [#######             ]  39%  loss = 0.022
   1066m: epoch 38 [#######             ]  39%  loss = 0.021
   1066m: epoch 38 [#######             ]  39%  loss = 0.022
   1066m: epoch 38 [########            ]  40%  loss = 0.022
   1066m: epoch 38 [########            ]  40%  loss = 0.023
   1066m: epoch 38 [########            ]  40%  loss = 0.024
   1067m: epoch 38 [########            ]  41%  loss = 0.022
   1067m: epoch 38 [########            ]  41%  loss = 0.022
   1067m: epoch 38 [########            ]  41%  loss = 0.023
   1067m: epoch 38 [########            ]  42%  loss = 0.021
   1067m: epoch 38 [########            ]  42%  loss = 0.023
   1067m: epoch 38 [########            ]  43%  loss = 0.023
   1067m: epoch 38 [########            ]  43%  loss = 0.024
   1067m: epoch 38 [########            ]  43%  loss = 0.022
   1067m: epoch 38 [########            ]  44%  loss = 0.022
   1068m: epoch 38 [########            ]  44%  loss = 0.024
   1068m: epoch 38 [########            ]  44%  loss = 0.022
   1068m: epoch 38 [#########           ]  45%  loss = 0.022
   1068m: epoch 38 [#########           ]  45%  loss = 0.022
   1068m: epoch 38 [#########           ]  45%  loss = 0.023
   1068m: epoch 38 [#########           ]  46%  loss = 0.024
   1068m: epoch 38 [#########           ]  46%  loss = 0.023
   1068m: epoch 38 [#########           ]  46%  loss = 0.022
   1068m: epoch 38 [#########           ]  47%  loss = 0.023
   1069m: epoch 38 [#########           ]  47%  loss = 0.020
   1069m: epoch 38 [#########           ]  47%  loss = 0.023
   1069m: epoch 38 [#########           ]  48%  loss = 0.023
   1069m: epoch 38 [#########           ]  48%  loss = 0.023
   1069m: epoch 38 [#########           ]  48%  loss = 0.022
   1069m: epoch 38 [#########           ]  49%  loss = 0.020
   1069m: epoch 38 [#########           ]  49%  loss = 0.022
   1069m: epoch 38 [#########           ]  49%  loss = 0.024
   1069m: epoch 38 [##########          ]  50%  loss = 0.023
   1069m: epoch 38 [##########          ]  50%  loss = 0.021
   1070m: epoch 38 [##########          ]  50%  loss = 0.022
   1070m: epoch 38 [##########          ]  51%  loss = 0.023
   1070m: epoch 38 [##########          ]  51%  loss = 0.022
   1070m: epoch 38 [##########          ]  51%  loss = 0.023
   1070m: epoch 38 [##########          ]  52%  loss = 0.024
   1070m: epoch 38 [##########          ]  52%  loss = 0.024
   1070m: epoch 38 [##########          ]  53%  loss = 0.021
   1070m: epoch 38 [##########          ]  53%  loss = 0.024
   1070m: epoch 38 [##########          ]  53%  loss = 0.023
   1071m: epoch 38 [##########          ]  54%  loss = 0.023
   1071m: epoch 38 [##########          ]  54%  loss = 0.023
   1071m: epoch 38 [##########          ]  54%  loss = 0.024
   1071m: epoch 38 [###########         ]  55%  loss = 0.022
   1071m: epoch 38 [###########         ]  55%  loss = 0.024
   1071m: epoch 38 [###########         ]  55%  loss = 0.021
   1071m: epoch 38 [###########         ]  56%  loss = 0.022
   1071m: epoch 38 [###########         ]  56%  loss = 0.024
   1071m: epoch 38 [###########         ]  56%  loss = 0.021
   1072m: epoch 38 [###########         ]  57%  loss = 0.023
   1072m: epoch 38 [###########         ]  57%  loss = 0.020
   1072m: epoch 38 [###########         ]  57%  loss = 0.022
   1072m: epoch 38 [###########         ]  58%  loss = 0.025
   1072m: epoch 38 [###########         ]  58%  loss = 0.023
   1072m: epoch 38 [###########         ]  58%  loss = 0.023
   1072m: epoch 38 [###########         ]  59%  loss = 0.022
   1072m: epoch 38 [###########         ]  59%  loss = 0.023
   1072m: epoch 38 [###########         ]  59%  loss = 0.024
   1073m: epoch 38 [############        ]  60%  loss = 0.022
   1073m: epoch 38 [############        ]  60%  loss = 0.023
   1073m: epoch 38 [############        ]  60%  loss = 0.023
   1073m: epoch 38 [############        ]  61%  loss = 0.023
   1073m: epoch 38 [############        ]  61%  loss = 0.021
   1073m: epoch 38 [############        ]  61%  loss = 0.023
   1073m: epoch 38 [############        ]  62%  loss = 0.020
   1073m: epoch 38 [############        ]  62%  loss = 0.024
   1073m: epoch 38 [############        ]  62%  loss = 0.022
   1074m: epoch 38 [############        ]  63%  loss = 0.022
   1074m: epoch 38 [############        ]  63%  loss = 0.024
   1074m: epoch 38 [############        ]  64%  loss = 0.024
   1074m: epoch 38 [############        ]  64%  loss = 0.023
   1074m: epoch 38 [############        ]  64%  loss = 0.022
   1074m: epoch 38 [#############       ]  65%  loss = 0.024
   1074m: epoch 38 [#############       ]  65%  loss = 0.023
   1074m: epoch 38 [#############       ]  65%  loss = 0.025
   1074m: epoch 38 [#############       ]  66%  loss = 0.022
   1075m: epoch 38 [#############       ]  66%  loss = 0.024
   1075m: epoch 38 [#############       ]  66%  loss = 0.022
   1075m: epoch 38 [#############       ]  67%  loss = 0.023
   1075m: epoch 38 [#############       ]  67%  loss = 0.023
   1075m: epoch 38 [#############       ]  67%  loss = 0.022
   1075m: epoch 38 [#############       ]  68%  loss = 0.024
   1075m: epoch 38 [#############       ]  68%  loss = 0.022
   1075m: epoch 38 [#############       ]  68%  loss = 0.021
   1075m: epoch 38 [#############       ]  69%  loss = 0.024
   1076m: epoch 38 [#############       ]  69%  loss = 0.021
   1076m: epoch 38 [#############       ]  69%  loss = 0.023
   1076m: epoch 38 [##############      ]  70%  loss = 0.022
   1076m: epoch 38 [##############      ]  70%  loss = 0.023
   1076m: epoch 38 [##############      ]  70%  loss = 0.024
   1076m: epoch 38 [##############      ]  71%  loss = 0.022
   1076m: epoch 38 [##############      ]  71%  loss = 0.022
   1076m: epoch 38 [##############      ]  71%  loss = 0.023
   1076m: epoch 38 [##############      ]  72%  loss = 0.022
   1077m: epoch 38 [##############      ]  72%  loss = 0.023
   1077m: epoch 38 [##############      ]  72%  loss = 0.023
   1077m: epoch 38 [##############      ]  73%  loss = 0.025
   1077m: epoch 38 [##############      ]  73%  loss = 0.022
   1077m: epoch 38 [##############      ]  74%  loss = 0.023
   1077m: epoch 38 [##############      ]  74%  loss = 0.024
   1077m: epoch 38 [##############      ]  74%  loss = 0.024
   1077m: epoch 38 [###############     ]  75%  loss = 0.024
   1077m: epoch 38 [###############     ]  75%  loss = 0.024
   1077m: epoch 38 [###############     ]  75%  loss = 0.022
   1078m: epoch 38 [###############     ]  76%  loss = 0.022
   1078m: epoch 38 [###############     ]  76%  loss = 0.022
   1078m: epoch 38 [###############     ]  76%  loss = 0.023
   1078m: epoch 38 [###############     ]  77%  loss = 0.022
   1078m: epoch 38 [###############     ]  77%  loss = 0.023
   1078m: epoch 38 [###############     ]  77%  loss = 0.023
   1078m: epoch 38 [###############     ]  78%  loss = 0.024
   1078m: epoch 38 [###############     ]  78%  loss = 0.023
   1078m: epoch 38 [###############     ]  78%  loss = 0.024
   1079m: epoch 38 [###############     ]  79%  loss = 0.024
   1079m: epoch 38 [###############     ]  79%  loss = 0.024
   1079m: epoch 38 [###############     ]  79%  loss = 0.026
   1079m: epoch 38 [################    ]  80%  loss = 0.024
   1079m: epoch 38 [################    ]  80%  loss = 0.023
   1079m: epoch 38 [################    ]  80%  loss = 0.024
   1079m: epoch 38 [################    ]  81%  loss = 0.023
   1079m: epoch 38 [################    ]  81%  loss = 0.024
   1079m: epoch 38 [################    ]  81%  loss = 0.022
   1080m: epoch 38 [################    ]  82%  loss = 0.023
   1080m: epoch 38 [################    ]  82%  loss = 0.023
   1080m: epoch 38 [################    ]  82%  loss = 0.022
   1080m: epoch 38 [################    ]  83%  loss = 0.025
   1080m: epoch 38 [################    ]  83%  loss = 0.023
   1080m: epoch 38 [################    ]  83%  loss = 0.024
   1080m: epoch 38 [################    ]  84%  loss = 0.022
   1080m: epoch 38 [################    ]  84%  loss = 0.025
   1080m: epoch 38 [#################   ]  85%  loss = 0.023
   1081m: epoch 38 [#################   ]  85%  loss = 0.023
   1081m: epoch 38 [#################   ]  85%  loss = 0.024
   1081m: epoch 38 [#################   ]  86%  loss = 0.024
   1081m: epoch 38 [#################   ]  86%  loss = 0.024
   1081m: epoch 38 [#################   ]  86%  loss = 0.023
   1081m: epoch 38 [#################   ]  87%  loss = 0.023
   1081m: epoch 38 [#################   ]  87%  loss = 0.023
   1081m: epoch 38 [#################   ]  87%  loss = 0.024
   1081m: epoch 38 [#################   ]  88%  loss = 0.023
   1082m: epoch 38 [#################   ]  88%  loss = 0.025
   1082m: epoch 38 [#################   ]  88%  loss = 0.024
   1082m: epoch 38 [#################   ]  89%  loss = 0.023
   1082m: epoch 38 [#################   ]  89%  loss = 0.023
   1082m: epoch 38 [#################   ]  89%  loss = 0.024
   1082m: epoch 38 [##################  ]  90%  loss = 0.023
   1082m: epoch 38 [##################  ]  90%  loss = 0.023
   1082m: epoch 38 [##################  ]  90%  loss = 0.023
   1082m: epoch 38 [##################  ]  91%  loss = 0.024
   1083m: epoch 38 [##################  ]  91%  loss = 0.023
   1083m: epoch 38 [##################  ]  91%  loss = 0.024
   1083m: epoch 38 [##################  ]  92%  loss = 0.022
   1083m: epoch 38 [##################  ]  92%  loss = 0.023
   1083m: epoch 38 [##################  ]  92%  loss = 0.022
   1083m: epoch 38 [##################  ]  93%  loss = 0.024
   1083m: epoch 38 [##################  ]  93%  loss = 0.024
   1083m: epoch 38 [##################  ]  93%  loss = 0.022
   1083m: epoch 38 [##################  ]  94%  loss = 0.025
   1084m: epoch 38 [##################  ]  94%  loss = 0.023
   1084m: epoch 38 [##################  ]  94%  loss = 0.023
   1084m: epoch 38 [################### ]  95%  loss = 0.024
   1084m: epoch 38 [################### ]  95%  loss = 0.024
   1084m: epoch 38 [################### ]  96%  loss = 0.024
   1084m: epoch 38 [################### ]  96%  loss = 0.023
   1084m: epoch 38 [################### ]  96%  loss = 0.022
   1084m: epoch 38 [################### ]  97%  loss = 0.025
   1084m: epoch 38 [################### ]  97%  loss = 0.023
   1085m: epoch 38 [################### ]  97%  loss = 0.025
   1085m: epoch 38 [################### ]  98%  loss = 0.026
   1085m: epoch 38 [################### ]  98%  loss = 0.023
   1085m: epoch 38 [################### ]  98%  loss = 0.023
   1085m: epoch 38 [################### ]  99%  loss = 0.023
   1085m: epoch 38 [################### ]  99%  loss = 0.024
   1085m: epoch 38 [################### ]  99%  loss = 0.024
1085m: epoch 38 [####################]  100%  loss = 0.024
epoch 38 complete, loss = 0.024
model saved as token_classification_split_3_38_0.024
   1085m: epoch 39 [                    ]  0%  loss = ...
   1085m: epoch 39 [                    ]  0%  loss = 0.020
   1086m: epoch 39 [                    ]  0%  loss = 0.019
   1086m: epoch 39 [                    ]  1%  loss = 0.020
   1086m: epoch 39 [                    ]  1%  loss = 0.020
   1086m: epoch 39 [                    ]  1%  loss = 0.020
   1086m: epoch 39 [                    ]  2%  loss = 0.020
   1086m: epoch 39 [                    ]  2%  loss = 0.020
   1086m: epoch 39 [                    ]  2%  loss = 0.019
   1086m: epoch 39 [                    ]  3%  loss = 0.021
   1086m: epoch 39 [                    ]  3%  loss = 0.020
   1087m: epoch 39 [                    ]  3%  loss = 0.020
   1087m: epoch 39 [                    ]  4%  loss = 0.021
   1087m: epoch 39 [                    ]  4%  loss = 0.022
   1087m: epoch 39 [                    ]  4%  loss = 0.021
   1087m: epoch 39 [#                   ]  5%  loss = 0.022
   1087m: epoch 39 [#                   ]  5%  loss = 0.022
   1087m: epoch 39 [#                   ]  5%  loss = 0.020
   1087m: epoch 39 [#                   ]  6%  loss = 0.021
   1087m: epoch 39 [#                   ]  6%  loss = 0.021
   1088m: epoch 39 [#                   ]  6%  loss = 0.021
   1088m: epoch 39 [#                   ]  7%  loss = 0.021
   1088m: epoch 39 [#                   ]  7%  loss = 0.022
   1088m: epoch 39 [#                   ]  7%  loss = 0.020
   1088m: epoch 39 [#                   ]  8%  loss = 0.020
   1088m: epoch 39 [#                   ]  8%  loss = 0.021
   1088m: epoch 39 [#                   ]  8%  loss = 0.020
   1088m: epoch 39 [#                   ]  9%  loss = 0.020
   1088m: epoch 39 [#                   ]  9%  loss = 0.021
   1089m: epoch 39 [#                   ]  9%  loss = 0.021
   1089m: epoch 39 [##                  ]  10%  loss = 0.020
   1089m: epoch 39 [##                  ]  10%  loss = 0.020
   1089m: epoch 39 [##                  ]  11%  loss = 0.021
   1089m: epoch 39 [##                  ]  11%  loss = 0.022
   1089m: epoch 39 [##                  ]  11%  loss = 0.022
   1089m: epoch 39 [##                  ]  12%  loss = 0.022
   1089m: epoch 39 [##                  ]  12%  loss = 0.020
   1089m: epoch 39 [##                  ]  12%  loss = 0.021
   1090m: epoch 39 [##                  ]  13%  loss = 0.021
   1090m: epoch 39 [##                  ]  13%  loss = 0.021
   1090m: epoch 39 [##                  ]  13%  loss = 0.021
   1090m: epoch 39 [##                  ]  14%  loss = 0.022
   1090m: epoch 39 [##                  ]  14%  loss = 0.022
   1090m: epoch 39 [##                  ]  14%  loss = 0.022
   1090m: epoch 39 [###                 ]  15%  loss = 0.022
   1090m: epoch 39 [###                 ]  15%  loss = 0.022
   1090m: epoch 39 [###                 ]  15%  loss = 0.021
   1091m: epoch 39 [###                 ]  16%  loss = 0.022
   1091m: epoch 39 [###                 ]  16%  loss = 0.022
   1091m: epoch 39 [###                 ]  16%  loss = 0.021
   1091m: epoch 39 [###                 ]  17%  loss = 0.021
   1091m: epoch 39 [###                 ]  17%  loss = 0.023
   1091m: epoch 39 [###                 ]  17%  loss = 0.021
   1091m: epoch 39 [###                 ]  18%  loss = 0.021
   1091m: epoch 39 [###                 ]  18%  loss = 0.022
   1091m: epoch 39 [###                 ]  18%  loss = 0.022
   1092m: epoch 39 [###                 ]  19%  loss = 0.020
   1092m: epoch 39 [###                 ]  19%  loss = 0.021
   1092m: epoch 39 [###                 ]  19%  loss = 0.021
   1092m: epoch 39 [####                ]  20%  loss = 0.022
   1092m: epoch 39 [####                ]  20%  loss = 0.020
   1092m: epoch 39 [####                ]  20%  loss = 0.021
   1092m: epoch 39 [####                ]  21%  loss = 0.021
   1092m: epoch 39 [####                ]  21%  loss = 0.020
   1092m: epoch 39 [####                ]  22%  loss = 0.022
   1093m: epoch 39 [####                ]  22%  loss = 0.021
   1093m: epoch 39 [####                ]  22%  loss = 0.023
   1093m: epoch 39 [####                ]  23%  loss = 0.021
   1093m: epoch 39 [####                ]  23%  loss = 0.021
   1093m: epoch 39 [####                ]  23%  loss = 0.021
   1093m: epoch 39 [####                ]  24%  loss = 0.023
   1093m: epoch 39 [####                ]  24%  loss = 0.022
   1093m: epoch 39 [####                ]  24%  loss = 0.022
   1093m: epoch 39 [#####               ]  25%  loss = 0.022
   1094m: epoch 39 [#####               ]  25%  loss = 0.020
   1094m: epoch 39 [#####               ]  25%  loss = 0.022
   1094m: epoch 39 [#####               ]  26%  loss = 0.022
   1094m: epoch 39 [#####               ]  26%  loss = 0.021
   1094m: epoch 39 [#####               ]  26%  loss = 0.023
   1094m: epoch 39 [#####               ]  27%  loss = 0.020
   1094m: epoch 39 [#####               ]  27%  loss = 0.021
   1094m: epoch 39 [#####               ]  27%  loss = 0.022
   1094m: epoch 39 [#####               ]  28%  loss = 0.022
   1095m: epoch 39 [#####               ]  28%  loss = 0.020
   1095m: epoch 39 [#####               ]  28%  loss = 0.021
   1095m: epoch 39 [#####               ]  29%  loss = 0.022
   1095m: epoch 39 [#####               ]  29%  loss = 0.021
   1095m: epoch 39 [#####               ]  29%  loss = 0.022
   1095m: epoch 39 [######              ]  30%  loss = 0.022
   1095m: epoch 39 [######              ]  30%  loss = 0.022
   1095m: epoch 39 [######              ]  30%  loss = 0.021
   1095m: epoch 39 [######              ]  31%  loss = 0.023
   1096m: epoch 39 [######              ]  31%  loss = 0.021
   1096m: epoch 39 [######              ]  32%  loss = 0.020
   1096m: epoch 39 [######              ]  32%  loss = 0.022
   1096m: epoch 39 [######              ]  32%  loss = 0.020
   1096m: epoch 39 [######              ]  33%  loss = 0.021
   1096m: epoch 39 [######              ]  33%  loss = 0.021
   1096m: epoch 39 [######              ]  33%  loss = 0.021
   1096m: epoch 39 [######              ]  34%  loss = 0.020
   1096m: epoch 39 [######              ]  34%  loss = 0.021
   1097m: epoch 39 [######              ]  34%  loss = 0.021
   1097m: epoch 39 [#######             ]  35%  loss = 0.021
   1097m: epoch 39 [#######             ]  35%  loss = 0.021
   1097m: epoch 39 [#######             ]  35%  loss = 0.023
   1097m: epoch 39 [#######             ]  36%  loss = 0.022
   1097m: epoch 39 [#######             ]  36%  loss = 0.021
   1097m: epoch 39 [#######             ]  36%  loss = 0.020
   1097m: epoch 39 [#######             ]  37%  loss = 0.022
   1097m: epoch 39 [#######             ]  37%  loss = 0.024
   1098m: epoch 39 [#######             ]  37%  loss = 0.022
   1098m: epoch 39 [#######             ]  38%  loss = 0.022
   1098m: epoch 39 [#######             ]  38%  loss = 0.022
   1098m: epoch 39 [#######             ]  38%  loss = 0.023
   1098m: epoch 39 [#######             ]  39%  loss = 0.022
   1098m: epoch 39 [#######             ]  39%  loss = 0.021
   1098m: epoch 39 [#######             ]  39%  loss = 0.023
   1098m: epoch 39 [########            ]  40%  loss = 0.021
   1098m: epoch 39 [########            ]  40%  loss = 0.020
   1099m: epoch 39 [########            ]  40%  loss = 0.024
   1099m: epoch 39 [########            ]  41%  loss = 0.022
   1099m: epoch 39 [########            ]  41%  loss = 0.022
   1099m: epoch 39 [########            ]  41%  loss = 0.023
   1099m: epoch 39 [########            ]  42%  loss = 0.023
   1099m: epoch 39 [########            ]  42%  loss = 0.022
   1099m: epoch 39 [########            ]  43%  loss = 0.022
   1099m: epoch 39 [########            ]  43%  loss = 0.021
   1099m: epoch 39 [########            ]  43%  loss = 0.023
   1100m: epoch 39 [########            ]  44%  loss = 0.020
   1100m: epoch 39 [########            ]  44%  loss = 0.024
   1100m: epoch 39 [########            ]  44%  loss = 0.023
   1100m: epoch 39 [#########           ]  45%  loss = 0.022
   1100m: epoch 39 [#########           ]  45%  loss = 0.022
   1100m: epoch 39 [#########           ]  45%  loss = 0.022
   1100m: epoch 39 [#########           ]  46%  loss = 0.022
   1100m: epoch 39 [#########           ]  46%  loss = 0.023
   1100m: epoch 39 [#########           ]  46%  loss = 0.023
   1101m: epoch 39 [#########           ]  47%  loss = 0.022
   1101m: epoch 39 [#########           ]  47%  loss = 0.023
   1101m: epoch 39 [#########           ]  47%  loss = 0.022
   1101m: epoch 39 [#########           ]  48%  loss = 0.021
   1101m: epoch 39 [#########           ]  48%  loss = 0.024
   1101m: epoch 39 [#########           ]  48%  loss = 0.022
   1101m: epoch 39 [#########           ]  49%  loss = 0.024
   1101m: epoch 39 [#########           ]  49%  loss = 0.022
   1101m: epoch 39 [#########           ]  49%  loss = 0.022
   1102m: epoch 39 [##########          ]  50%  loss = 0.022
   1102m: epoch 39 [##########          ]  50%  loss = 0.023
   1102m: epoch 39 [##########          ]  50%  loss = 0.023
   1102m: epoch 39 [##########          ]  51%  loss = 0.021
   1102m: epoch 39 [##########          ]  51%  loss = 0.023
   1102m: epoch 39 [##########          ]  51%  loss = 0.022
   1102m: epoch 39 [##########          ]  52%  loss = 0.024
   1102m: epoch 39 [##########          ]  52%  loss = 0.024
   1102m: epoch 39 [##########          ]  53%  loss = 0.023
   1103m: epoch 39 [##########          ]  53%  loss = 0.023
   1103m: epoch 39 [##########          ]  53%  loss = 0.022
   1103m: epoch 39 [##########          ]  54%  loss = 0.022
   1103m: epoch 39 [##########          ]  54%  loss = 0.024
   1103m: epoch 39 [##########          ]  54%  loss = 0.021
   1103m: epoch 39 [###########         ]  55%  loss = 0.022
   1103m: epoch 39 [###########         ]  55%  loss = 0.021
   1103m: epoch 39 [###########         ]  55%  loss = 0.023
   1103m: epoch 39 [###########         ]  56%  loss = 0.024
   1103m: epoch 39 [###########         ]  56%  loss = 0.022
   1104m: epoch 39 [###########         ]  56%  loss = 0.023
   1104m: epoch 39 [###########         ]  57%  loss = 0.022
   1104m: epoch 39 [###########         ]  57%  loss = 0.022
   1104m: epoch 39 [###########         ]  57%  loss = 0.023
   1104m: epoch 39 [###########         ]  58%  loss = 0.021
   1104m: epoch 39 [###########         ]  58%  loss = 0.022
   1104m: epoch 39 [###########         ]  58%  loss = 0.023
   1104m: epoch 39 [###########         ]  59%  loss = 0.023
   1104m: epoch 39 [###########         ]  59%  loss = 0.021
   1105m: epoch 39 [###########         ]  59%  loss = 0.023
   1105m: epoch 39 [############        ]  60%  loss = 0.022
   1105m: epoch 39 [############        ]  60%  loss = 0.021
   1105m: epoch 39 [############        ]  60%  loss = 0.023
   1105m: epoch 39 [############        ]  61%  loss = 0.024
   1105m: epoch 39 [############        ]  61%  loss = 0.023
   1105m: epoch 39 [############        ]  61%  loss = 0.023
   1105m: epoch 39 [############        ]  62%  loss = 0.025
   1105m: epoch 39 [############        ]  62%  loss = 0.022
   1106m: epoch 39 [############        ]  62%  loss = 0.023
   1106m: epoch 39 [############        ]  63%  loss = 0.023
   1106m: epoch 39 [############        ]  63%  loss = 0.022
   1106m: epoch 39 [############        ]  64%  loss = 0.022
   1106m: epoch 39 [############        ]  64%  loss = 0.023
   1106m: epoch 39 [############        ]  64%  loss = 0.022
   1106m: epoch 39 [#############       ]  65%  loss = 0.024
   1106m: epoch 39 [#############       ]  65%  loss = 0.022
   1106m: epoch 39 [#############       ]  65%  loss = 0.023
   1107m: epoch 39 [#############       ]  66%  loss = 0.023
   1107m: epoch 39 [#############       ]  66%  loss = 0.023
   1107m: epoch 39 [#############       ]  66%  loss = 0.022
   1107m: epoch 39 [#############       ]  67%  loss = 0.023
   1107m: epoch 39 [#############       ]  67%  loss = 0.023
   1107m: epoch 39 [#############       ]  67%  loss = 0.021
   1107m: epoch 39 [#############       ]  68%  loss = 0.023
   1107m: epoch 39 [#############       ]  68%  loss = 0.023
   1107m: epoch 39 [#############       ]  68%  loss = 0.022
   1108m: epoch 39 [#############       ]  69%  loss = 0.021
   1108m: epoch 39 [#############       ]  69%  loss = 0.021
   1108m: epoch 39 [#############       ]  69%  loss = 0.022
   1108m: epoch 39 [##############      ]  70%  loss = 0.023
   1108m: epoch 39 [##############      ]  70%  loss = 0.022
   1108m: epoch 39 [##############      ]  70%  loss = 0.024
   1108m: epoch 39 [##############      ]  71%  loss = 0.022
   1108m: epoch 39 [##############      ]  71%  loss = 0.022
   1108m: epoch 39 [##############      ]  71%  loss = 0.022
   1108m: epoch 39 [##############      ]  72%  loss = 0.021
   1109m: epoch 39 [##############      ]  72%  loss = 0.025
   1109m: epoch 39 [##############      ]  72%  loss = 0.021
   1109m: epoch 39 [##############      ]  73%  loss = 0.022
   1109m: epoch 39 [##############      ]  73%  loss = 0.023
   1109m: epoch 39 [##############      ]  74%  loss = 0.022
   1109m: epoch 39 [##############      ]  74%  loss = 0.023
   1109m: epoch 39 [##############      ]  74%  loss = 0.023
   1109m: epoch 39 [###############     ]  75%  loss = 0.022
   1109m: epoch 39 [###############     ]  75%  loss = 0.023
   1110m: epoch 39 [###############     ]  75%  loss = 0.024
   1110m: epoch 39 [###############     ]  76%  loss = 0.023
   1110m: epoch 39 [###############     ]  76%  loss = 0.027
   1110m: epoch 39 [###############     ]  76%  loss = 0.023
   1110m: epoch 39 [###############     ]  77%  loss = 0.023
   1110m: epoch 39 [###############     ]  77%  loss = 0.021
   1110m: epoch 39 [###############     ]  77%  loss = 0.024
   1110m: epoch 39 [###############     ]  78%  loss = 0.025
   1110m: epoch 39 [###############     ]  78%  loss = 0.023
   1111m: epoch 39 [###############     ]  78%  loss = 0.023
   1111m: epoch 39 [###############     ]  79%  loss = 0.023
   1111m: epoch 39 [###############     ]  79%  loss = 0.023
   1111m: epoch 39 [###############     ]  79%  loss = 0.020
   1111m: epoch 39 [################    ]  80%  loss = 0.023
   1111m: epoch 39 [################    ]  80%  loss = 0.025
   1111m: epoch 39 [################    ]  80%  loss = 0.023
   1111m: epoch 39 [################    ]  81%  loss = 0.024
   1111m: epoch 39 [################    ]  81%  loss = 0.023
   1112m: epoch 39 [################    ]  81%  loss = 0.025
   1112m: epoch 39 [################    ]  82%  loss = 0.023
   1112m: epoch 39 [################    ]  82%  loss = 0.023
   1112m: epoch 39 [################    ]  82%  loss = 0.022
   1112m: epoch 39 [################    ]  83%  loss = 0.025
   1112m: epoch 39 [################    ]  83%  loss = 0.024
   1112m: epoch 39 [################    ]  83%  loss = 0.023
   1112m: epoch 39 [################    ]  84%  loss = 0.021
   1112m: epoch 39 [################    ]  84%  loss = 0.022
   1113m: epoch 39 [#################   ]  85%  loss = 0.023
   1113m: epoch 39 [#################   ]  85%  loss = 0.023
   1113m: epoch 39 [#################   ]  85%  loss = 0.025
   1113m: epoch 39 [#################   ]  86%  loss = 0.022
   1113m: epoch 39 [#################   ]  86%  loss = 0.022
   1113m: epoch 39 [#################   ]  86%  loss = 0.022
   1113m: epoch 39 [#################   ]  87%  loss = 0.023
   1113m: epoch 39 [#################   ]  87%  loss = 0.023
   1113m: epoch 39 [#################   ]  87%  loss = 0.023
   1113m: epoch 39 [#################   ]  88%  loss = 0.024
   1114m: epoch 39 [#################   ]  88%  loss = 0.022
   1114m: epoch 39 [#################   ]  88%  loss = 0.022
   1114m: epoch 39 [#################   ]  89%  loss = 0.023
   1114m: epoch 39 [#################   ]  89%  loss = 0.023
   1114m: epoch 39 [#################   ]  89%  loss = 0.023
   1114m: epoch 39 [##################  ]  90%  loss = 0.022
   1114m: epoch 39 [##################  ]  90%  loss = 0.023
   1114m: epoch 39 [##################  ]  90%  loss = 0.023
   1114m: epoch 39 [##################  ]  91%  loss = 0.024
   1114m: epoch 39 [##################  ]  91%  loss = 0.022
   1115m: epoch 39 [##################  ]  91%  loss = 0.024
   1115m: epoch 39 [##################  ]  92%  loss = 0.023
   1115m: epoch 39 [##################  ]  92%  loss = 0.022
   1115m: epoch 39 [##################  ]  92%  loss = 0.022
   1115m: epoch 39 [##################  ]  93%  loss = 0.023
   1115m: epoch 39 [##################  ]  93%  loss = 0.024
   1115m: epoch 39 [##################  ]  93%  loss = 0.022
   1115m: epoch 39 [##################  ]  94%  loss = 0.023
   1115m: epoch 39 [##################  ]  94%  loss = 0.023
   1115m: epoch 39 [##################  ]  94%  loss = 0.022
   1116m: epoch 39 [################### ]  95%  loss = 0.024
   1116m: epoch 39 [################### ]  95%  loss = 0.023
   1116m: epoch 39 [################### ]  96%  loss = 0.023
   1116m: epoch 39 [################### ]  96%  loss = 0.024
   1116m: epoch 39 [################### ]  96%  loss = 0.024
   1116m: epoch 39 [################### ]  97%  loss = 0.023
   1116m: epoch 39 [################### ]  97%  loss = 0.024
   1116m: epoch 39 [################### ]  97%  loss = 0.024
   1116m: epoch 39 [################### ]  98%  loss = 0.023
   1117m: epoch 39 [################### ]  98%  loss = 0.022
   1117m: epoch 39 [################### ]  98%  loss = 0.024
   1117m: epoch 39 [################### ]  99%  loss = 0.024
   1117m: epoch 39 [################### ]  99%  loss = 0.023
   1117m: epoch 39 [################### ]  99%  loss = 0.023
1117m: epoch 39 [####################]  100%  loss = 0.023
epoch 39 complete, loss = 0.023
model saved as token_classification_split_3_39_0.023
   1117m: epoch 40 [                    ]  0%  loss = ...
   1117m: epoch 40 [                    ]  0%  loss = 0.020
   1117m: epoch 40 [                    ]  0%  loss = 0.022
   1117m: epoch 40 [                    ]  1%  loss = 0.020
   1118m: epoch 40 [                    ]  1%  loss = 0.021
   1118m: epoch 40 [                    ]  1%  loss = 0.021
   1118m: epoch 40 [                    ]  2%  loss = 0.022
   1118m: epoch 40 [                    ]  2%  loss = 0.020
   1118m: epoch 40 [                    ]  2%  loss = 0.020
   1118m: epoch 40 [                    ]  3%  loss = 0.020
   1118m: epoch 40 [                    ]  3%  loss = 0.020
   1118m: epoch 40 [                    ]  3%  loss = 0.020
   1118m: epoch 40 [                    ]  4%  loss = 0.020
   1119m: epoch 40 [                    ]  4%  loss = 0.021
   1119m: epoch 40 [                    ]  4%  loss = 0.019
   1119m: epoch 40 [#                   ]  5%  loss = 0.023
   1119m: epoch 40 [#                   ]  5%  loss = 0.020
   1119m: epoch 40 [#                   ]  5%  loss = 0.021
   1119m: epoch 40 [#                   ]  6%  loss = 0.020
   1119m: epoch 40 [#                   ]  6%  loss = 0.021
   1119m: epoch 40 [#                   ]  6%  loss = 0.021
   1119m: epoch 40 [#                   ]  7%  loss = 0.021
   1120m: epoch 40 [#                   ]  7%  loss = 0.022
   1120m: epoch 40 [#                   ]  7%  loss = 0.020
   1120m: epoch 40 [#                   ]  8%  loss = 0.023
   1120m: epoch 40 [#                   ]  8%  loss = 0.022
   1120m: epoch 40 [#                   ]  8%  loss = 0.022
   1120m: epoch 40 [#                   ]  9%  loss = 0.020
   1120m: epoch 40 [#                   ]  9%  loss = 0.021
   1120m: epoch 40 [#                   ]  9%  loss = 0.019
   1120m: epoch 40 [##                  ]  10%  loss = 0.021
   1121m: epoch 40 [##                  ]  10%  loss = 0.020
   1121m: epoch 40 [##                  ]  11%  loss = 0.020
   1121m: epoch 40 [##                  ]  11%  loss = 0.021
   1121m: epoch 40 [##                  ]  11%  loss = 0.023
   1121m: epoch 40 [##                  ]  12%  loss = 0.021
   1121m: epoch 40 [##                  ]  12%  loss = 0.021
   1121m: epoch 40 [##                  ]  12%  loss = 0.021
   1121m: epoch 40 [##                  ]  13%  loss = 0.021
   1121m: epoch 40 [##                  ]  13%  loss = 0.021
   1122m: epoch 40 [##                  ]  13%  loss = 0.022
   1122m: epoch 40 [##                  ]  14%  loss = 0.022
   1122m: epoch 40 [##                  ]  14%  loss = 0.023
   1122m: epoch 40 [##                  ]  14%  loss = 0.020
   1122m: epoch 40 [###                 ]  15%  loss = 0.022
   1122m: epoch 40 [###                 ]  15%  loss = 0.021
   1122m: epoch 40 [###                 ]  15%  loss = 0.023
   1122m: epoch 40 [###                 ]  16%  loss = 0.023
   1122m: epoch 40 [###                 ]  16%  loss = 0.021
   1123m: epoch 40 [###                 ]  16%  loss = 0.021
   1123m: epoch 40 [###                 ]  17%  loss = 0.021
   1123m: epoch 40 [###                 ]  17%  loss = 0.021
   1123m: epoch 40 [###                 ]  17%  loss = 0.023
   1123m: epoch 40 [###                 ]  18%  loss = 0.022
   1123m: epoch 40 [###                 ]  18%  loss = 0.022
   1123m: epoch 40 [###                 ]  18%  loss = 0.021
   1123m: epoch 40 [###                 ]  19%  loss = 0.020
   1123m: epoch 40 [###                 ]  19%  loss = 0.020
   1124m: epoch 40 [###                 ]  19%  loss = 0.021
   1124m: epoch 40 [####                ]  20%  loss = 0.022
   1124m: epoch 40 [####                ]  20%  loss = 0.021
   1124m: epoch 40 [####                ]  20%  loss = 0.021
   1124m: epoch 40 [####                ]  21%  loss = 0.022
   1124m: epoch 40 [####                ]  21%  loss = 0.021
   1124m: epoch 40 [####                ]  22%  loss = 0.020
   1124m: epoch 40 [####                ]  22%  loss = 0.021
   1124m: epoch 40 [####                ]  22%  loss = 0.021
   1125m: epoch 40 [####                ]  23%  loss = 0.020
   1125m: epoch 40 [####                ]  23%  loss = 0.020
   1125m: epoch 40 [####                ]  23%  loss = 0.023
   1125m: epoch 40 [####                ]  24%  loss = 0.021
   1125m: epoch 40 [####                ]  24%  loss = 0.021
   1125m: epoch 40 [####                ]  24%  loss = 0.019
   1125m: epoch 40 [#####               ]  25%  loss = 0.022
   1125m: epoch 40 [#####               ]  25%  loss = 0.022
   1125m: epoch 40 [#####               ]  25%  loss = 0.023
   1125m: epoch 40 [#####               ]  26%  loss = 0.020
   1126m: epoch 40 [#####               ]  26%  loss = 0.021
   1126m: epoch 40 [#####               ]  26%  loss = 0.021
   1126m: epoch 40 [#####               ]  27%  loss = 0.022
   1126m: epoch 40 [#####               ]  27%  loss = 0.021
   1126m: epoch 40 [#####               ]  27%  loss = 0.022
   1126m: epoch 40 [#####               ]  28%  loss = 0.021
   1126m: epoch 40 [#####               ]  28%  loss = 0.021
   1126m: epoch 40 [#####               ]  28%  loss = 0.022
   1126m: epoch 40 [#####               ]  29%  loss = 0.021
   1127m: epoch 40 [#####               ]  29%  loss = 0.022
   1127m: epoch 40 [#####               ]  29%  loss = 0.022
   1127m: epoch 40 [######              ]  30%  loss = 0.022
   1127m: epoch 40 [######              ]  30%  loss = 0.022
   1127m: epoch 40 [######              ]  30%  loss = 0.022
   1127m: epoch 40 [######              ]  31%  loss = 0.023
   1127m: epoch 40 [######              ]  31%  loss = 0.020
   1127m: epoch 40 [######              ]  32%  loss = 0.022
   1127m: epoch 40 [######              ]  32%  loss = 0.021
   1128m: epoch 40 [######              ]  32%  loss = 0.022
   1128m: epoch 40 [######              ]  33%  loss = 0.020
   1128m: epoch 40 [######              ]  33%  loss = 0.023
   1128m: epoch 40 [######              ]  33%  loss = 0.021
   1128m: epoch 40 [######              ]  34%  loss = 0.023
   1128m: epoch 40 [######              ]  34%  loss = 0.021
   1128m: epoch 40 [######              ]  34%  loss = 0.022
   1128m: epoch 40 [#######             ]  35%  loss = 0.021
   1128m: epoch 40 [#######             ]  35%  loss = 0.023
   1129m: epoch 40 [#######             ]  35%  loss = 0.022
   1129m: epoch 40 [#######             ]  36%  loss = 0.021
   1129m: epoch 40 [#######             ]  36%  loss = 0.023
   1129m: epoch 40 [#######             ]  36%  loss = 0.022
   1129m: epoch 40 [#######             ]  37%  loss = 0.022
   1129m: epoch 40 [#######             ]  37%  loss = 0.023
   1129m: epoch 40 [#######             ]  37%  loss = 0.022
   1129m: epoch 40 [#######             ]  38%  loss = 0.022
   1129m: epoch 40 [#######             ]  38%  loss = 0.021
   1130m: epoch 40 [#######             ]  38%  loss = 0.022
   1130m: epoch 40 [#######             ]  39%  loss = 0.020
   1130m: epoch 40 [#######             ]  39%  loss = 0.021
   1130m: epoch 40 [#######             ]  39%  loss = 0.023
   1130m: epoch 40 [########            ]  40%  loss = 0.021
   1130m: epoch 40 [########            ]  40%  loss = 0.023
   1130m: epoch 40 [########            ]  40%  loss = 0.021
   1130m: epoch 40 [########            ]  41%  loss = 0.022
   1130m: epoch 40 [########            ]  41%  loss = 0.023
   1131m: epoch 40 [########            ]  41%  loss = 0.022
   1131m: epoch 40 [########            ]  42%  loss = 0.022
   1131m: epoch 40 [########            ]  42%  loss = 0.021
   1131m: epoch 40 [########            ]  43%  loss = 0.020
   1131m: epoch 40 [########            ]  43%  loss = 0.023
   1131m: epoch 40 [########            ]  43%  loss = 0.021
   1131m: epoch 40 [########            ]  44%  loss = 0.024
   1131m: epoch 40 [########            ]  44%  loss = 0.022
   1131m: epoch 40 [########            ]  44%  loss = 0.021
   1132m: epoch 40 [#########           ]  45%  loss = 0.022
   1132m: epoch 40 [#########           ]  45%  loss = 0.024
   1132m: epoch 40 [#########           ]  45%  loss = 0.022
   1132m: epoch 40 [#########           ]  46%  loss = 0.022
   1132m: epoch 40 [#########           ]  46%  loss = 0.021
   1132m: epoch 40 [#########           ]  46%  loss = 0.022
   1132m: epoch 40 [#########           ]  47%  loss = 0.022
   1132m: epoch 40 [#########           ]  47%  loss = 0.023
   1132m: epoch 40 [#########           ]  47%  loss = 0.023
   1133m: epoch 40 [#########           ]  48%  loss = 0.022
   1133m: epoch 40 [#########           ]  48%  loss = 0.022
   1133m: epoch 40 [#########           ]  48%  loss = 0.021
   1133m: epoch 40 [#########           ]  49%  loss = 0.022
   1133m: epoch 40 [#########           ]  49%  loss = 0.021
   1133m: epoch 40 [#########           ]  49%  loss = 0.023
   1133m: epoch 40 [##########          ]  50%  loss = 0.024
   1133m: epoch 40 [##########          ]  50%  loss = 0.021
   1133m: epoch 40 [##########          ]  50%  loss = 0.022
   1134m: epoch 40 [##########          ]  51%  loss = 0.022
   1134m: epoch 40 [##########          ]  51%  loss = 0.022
   1134m: epoch 40 [##########          ]  51%  loss = 0.022
   1134m: epoch 40 [##########          ]  52%  loss = 0.022
   1134m: epoch 40 [##########          ]  52%  loss = 0.023
   1134m: epoch 40 [##########          ]  53%  loss = 0.021
   1134m: epoch 40 [##########          ]  53%  loss = 0.025
   1134m: epoch 40 [##########          ]  53%  loss = 0.022
   1134m: epoch 40 [##########          ]  54%  loss = 0.021
   1135m: epoch 40 [##########          ]  54%  loss = 0.022
   1135m: epoch 40 [##########          ]  54%  loss = 0.022
   1135m: epoch 40 [###########         ]  55%  loss = 0.023
   1135m: epoch 40 [###########         ]  55%  loss = 0.022
   1135m: epoch 40 [###########         ]  55%  loss = 0.022
   1135m: epoch 40 [###########         ]  56%  loss = 0.022
   1135m: epoch 40 [###########         ]  56%  loss = 0.023
   1135m: epoch 40 [###########         ]  56%  loss = 0.021
   1135m: epoch 40 [###########         ]  57%  loss = 0.022
   1136m: epoch 40 [###########         ]  57%  loss = 0.022
   1136m: epoch 40 [###########         ]  57%  loss = 0.021
   1136m: epoch 40 [###########         ]  58%  loss = 0.022
   1136m: epoch 40 [###########         ]  58%  loss = 0.024
   1136m: epoch 40 [###########         ]  58%  loss = 0.023
   1136m: epoch 40 [###########         ]  59%  loss = 0.022
   1136m: epoch 40 [###########         ]  59%  loss = 0.022
   1136m: epoch 40 [###########         ]  59%  loss = 0.020
   1136m: epoch 40 [############        ]  60%  loss = 0.022
   1137m: epoch 40 [############        ]  60%  loss = 0.022
   1137m: epoch 40 [############        ]  60%  loss = 0.023
   1137m: epoch 40 [############        ]  61%  loss = 0.021
   1137m: epoch 40 [############        ]  61%  loss = 0.021
   1137m: epoch 40 [############        ]  61%  loss = 0.021
   1137m: epoch 40 [############        ]  62%  loss = 0.022
   1137m: epoch 40 [############        ]  62%  loss = 0.022
   1137m: epoch 40 [############        ]  62%  loss = 0.021
   1137m: epoch 40 [############        ]  63%  loss = 0.023
   1138m: epoch 40 [############        ]  63%  loss = 0.024
   1138m: epoch 40 [############        ]  64%  loss = 0.022
   1138m: epoch 40 [############        ]  64%  loss = 0.021
   1138m: epoch 40 [############        ]  64%  loss = 0.024
   1138m: epoch 40 [#############       ]  65%  loss = 0.022
   1138m: epoch 40 [#############       ]  65%  loss = 0.024
   1138m: epoch 40 [#############       ]  65%  loss = 0.023
   1138m: epoch 40 [#############       ]  66%  loss = 0.021
   1138m: epoch 40 [#############       ]  66%  loss = 0.024
   1139m: epoch 40 [#############       ]  66%  loss = 0.023
   1139m: epoch 40 [#############       ]  67%  loss = 0.024
   1139m: epoch 40 [#############       ]  67%  loss = 0.023
   1139m: epoch 40 [#############       ]  67%  loss = 0.022
   1139m: epoch 40 [#############       ]  68%  loss = 0.021
   1139m: epoch 40 [#############       ]  68%  loss = 0.022
   1139m: epoch 40 [#############       ]  68%  loss = 0.023
   1139m: epoch 40 [#############       ]  69%  loss = 0.023
   1139m: epoch 40 [#############       ]  69%  loss = 0.023
   1140m: epoch 40 [#############       ]  69%  loss = 0.022
   1140m: epoch 40 [##############      ]  70%  loss = 0.022
   1140m: epoch 40 [##############      ]  70%  loss = 0.024
   1140m: epoch 40 [##############      ]  70%  loss = 0.023
   1140m: epoch 40 [##############      ]  71%  loss = 0.024
   1140m: epoch 40 [##############      ]  71%  loss = 0.024
   1140m: epoch 40 [##############      ]  71%  loss = 0.022
   1140m: epoch 40 [##############      ]  72%  loss = 0.023
   1140m: epoch 40 [##############      ]  72%  loss = 0.024
   1141m: epoch 40 [##############      ]  72%  loss = 0.024
   1141m: epoch 40 [##############      ]  73%  loss = 0.023
   1141m: epoch 40 [##############      ]  73%  loss = 0.024
   1141m: epoch 40 [##############      ]  74%  loss = 0.022
   1141m: epoch 40 [##############      ]  74%  loss = 0.025
   1141m: epoch 40 [##############      ]  74%  loss = 0.024
   1141m: epoch 40 [###############     ]  75%  loss = 0.022
   1141m: epoch 40 [###############     ]  75%  loss = 0.023
   1141m: epoch 40 [###############     ]  75%  loss = 0.023
   1142m: epoch 40 [###############     ]  76%  loss = 0.023
   1142m: epoch 40 [###############     ]  76%  loss = 0.022
   1142m: epoch 40 [###############     ]  76%  loss = 0.023
   1142m: epoch 40 [###############     ]  77%  loss = 0.022
   1142m: epoch 40 [###############     ]  77%  loss = 0.022
   1142m: epoch 40 [###############     ]  77%  loss = 0.022
   1142m: epoch 40 [###############     ]  78%  loss = 0.022
   1142m: epoch 40 [###############     ]  78%  loss = 0.023
   1142m: epoch 40 [###############     ]  78%  loss = 0.022
   1143m: epoch 40 [###############     ]  79%  loss = 0.022
   1143m: epoch 40 [###############     ]  79%  loss = 0.024
   1143m: epoch 40 [###############     ]  79%  loss = 0.022
   1143m: epoch 40 [################    ]  80%  loss = 0.023
   1143m: epoch 40 [################    ]  80%  loss = 0.023
   1143m: epoch 40 [################    ]  80%  loss = 0.022
   1143m: epoch 40 [################    ]  81%  loss = 0.024
   1143m: epoch 40 [################    ]  81%  loss = 0.023
   1143m: epoch 40 [################    ]  81%  loss = 0.023
   1144m: epoch 40 [################    ]  82%  loss = 0.022
   1144m: epoch 40 [################    ]  82%  loss = 0.022
   1144m: epoch 40 [################    ]  82%  loss = 0.023
   1144m: epoch 40 [################    ]  83%  loss = 0.023
   1144m: epoch 40 [################    ]  83%  loss = 0.023
   1144m: epoch 40 [################    ]  83%  loss = 0.022
   1144m: epoch 40 [################    ]  84%  loss = 0.024
   1144m: epoch 40 [################    ]  84%  loss = 0.024
   1144m: epoch 40 [#################   ]  85%  loss = 0.022
   1145m: epoch 40 [#################   ]  85%  loss = 0.023
   1145m: epoch 40 [#################   ]  85%  loss = 0.022
   1145m: epoch 40 [#################   ]  86%  loss = 0.024
   1145m: epoch 40 [#################   ]  86%  loss = 0.021
   1145m: epoch 40 [#################   ]  86%  loss = 0.024
   1145m: epoch 40 [#################   ]  87%  loss = 0.023
   1145m: epoch 40 [#################   ]  87%  loss = 0.023
   1145m: epoch 40 [#################   ]  87%  loss = 0.023
   1145m: epoch 40 [#################   ]  88%  loss = 0.022
   1146m: epoch 40 [#################   ]  88%  loss = 0.025
   1146m: epoch 40 [#################   ]  88%  loss = 0.023
   1146m: epoch 40 [#################   ]  89%  loss = 0.023
   1146m: epoch 40 [#################   ]  89%  loss = 0.023
   1146m: epoch 40 [#################   ]  89%  loss = 0.023
   1146m: epoch 40 [##################  ]  90%  loss = 0.024
   1146m: epoch 40 [##################  ]  90%  loss = 0.023
   1146m: epoch 40 [##################  ]  90%  loss = 0.023
   1146m: epoch 40 [##################  ]  91%  loss = 0.023
   1147m: epoch 40 [##################  ]  91%  loss = 0.022
   1147m: epoch 40 [##################  ]  91%  loss = 0.023
   1147m: epoch 40 [##################  ]  92%  loss = 0.023
   1147m: epoch 40 [##################  ]  92%  loss = 0.024
   1147m: epoch 40 [##################  ]  92%  loss = 0.022
   1147m: epoch 40 [##################  ]  93%  loss = 0.023
   1147m: epoch 40 [##################  ]  93%  loss = 0.023
   1147m: epoch 40 [##################  ]  93%  loss = 0.022
   1147m: epoch 40 [##################  ]  94%  loss = 0.024
   1148m: epoch 40 [##################  ]  94%  loss = 0.024
   1148m: epoch 40 [##################  ]  94%  loss = 0.023
   1148m: epoch 40 [################### ]  95%  loss = 0.022
   1148m: epoch 40 [################### ]  95%  loss = 0.023
   1148m: epoch 40 [################### ]  96%  loss = 0.022
   1148m: epoch 40 [################### ]  96%  loss = 0.021
   1148m: epoch 40 [################### ]  96%  loss = 0.022
   1148m: epoch 40 [################### ]  97%  loss = 0.023
   1148m: epoch 40 [################### ]  97%  loss = 0.023
   1149m: epoch 40 [################### ]  97%  loss = 0.023
   1149m: epoch 40 [################### ]  98%  loss = 0.023
   1149m: epoch 40 [################### ]  98%  loss = 0.023
   1149m: epoch 40 [################### ]  98%  loss = 0.022
   1149m: epoch 40 [################### ]  99%  loss = 0.022
   1149m: epoch 40 [################### ]  99%  loss = 0.022
   1149m: epoch 40 [################### ]  99%  loss = 0.024
1149m: epoch 40 [####################]  100%  loss = 0.024
epoch 40 complete, loss = 0.024
model saved as token_classification_split_3_40_0.024
   1149m: epoch 41 [                    ]  0%  loss = ...
   1149m: epoch 41 [                    ]  0%  loss = 0.020
   1150m: epoch 41 [                    ]  0%  loss = 0.019
   1150m: epoch 41 [                    ]  1%  loss = 0.020
   1150m: epoch 41 [                    ]  1%  loss = 0.020
   1150m: epoch 41 [                    ]  1%  loss = 0.019
   1150m: epoch 41 [                    ]  2%  loss = 0.021
   1150m: epoch 41 [                    ]  2%  loss = 0.020
   1150m: epoch 41 [                    ]  2%  loss = 0.021
   1150m: epoch 41 [                    ]  3%  loss = 0.022
   1150m: epoch 41 [                    ]  3%  loss = 0.021
   1151m: epoch 41 [                    ]  3%  loss = 0.021
   1151m: epoch 41 [                    ]  4%  loss = 0.020
   1151m: epoch 41 [                    ]  4%  loss = 0.019
   1151m: epoch 41 [                    ]  4%  loss = 0.022
   1151m: epoch 41 [#                   ]  5%  loss = 0.019
   1151m: epoch 41 [#                   ]  5%  loss = 0.021
   1151m: epoch 41 [#                   ]  5%  loss = 0.021
   1151m: epoch 41 [#                   ]  6%  loss = 0.019
   1151m: epoch 41 [#                   ]  6%  loss = 0.021
   1152m: epoch 41 [#                   ]  6%  loss = 0.021
   1152m: epoch 41 [#                   ]  7%  loss = 0.022
   1152m: epoch 41 [#                   ]  7%  loss = 0.020
   1152m: epoch 41 [#                   ]  7%  loss = 0.020
   1152m: epoch 41 [#                   ]  8%  loss = 0.022
   1152m: epoch 41 [#                   ]  8%  loss = 0.020
   1152m: epoch 41 [#                   ]  8%  loss = 0.021
   1152m: epoch 41 [#                   ]  9%  loss = 0.020
   1152m: epoch 41 [#                   ]  9%  loss = 0.020
   1153m: epoch 41 [#                   ]  9%  loss = 0.021
   1153m: epoch 41 [##                  ]  10%  loss = 0.021
   1153m: epoch 41 [##                  ]  10%  loss = 0.021
   1153m: epoch 41 [##                  ]  11%  loss = 0.020
   1153m: epoch 41 [##                  ]  11%  loss = 0.021
   1153m: epoch 41 [##                  ]  11%  loss = 0.021
   1153m: epoch 41 [##                  ]  12%  loss = 0.020
   1153m: epoch 41 [##                  ]  12%  loss = 0.019
   1153m: epoch 41 [##                  ]  12%  loss = 0.021
   1154m: epoch 41 [##                  ]  13%  loss = 0.021
   1154m: epoch 41 [##                  ]  13%  loss = 0.021
   1154m: epoch 41 [##                  ]  13%  loss = 0.021
   1154m: epoch 41 [##                  ]  14%  loss = 0.021
   1154m: epoch 41 [##                  ]  14%  loss = 0.021
   1154m: epoch 41 [##                  ]  14%  loss = 0.021
   1154m: epoch 41 [###                 ]  15%  loss = 0.021
   1154m: epoch 41 [###                 ]  15%  loss = 0.021
   1154m: epoch 41 [###                 ]  15%  loss = 0.022
   1155m: epoch 41 [###                 ]  16%  loss = 0.020
   1155m: epoch 41 [###                 ]  16%  loss = 0.021
   1155m: epoch 41 [###                 ]  16%  loss = 0.021
   1155m: epoch 41 [###                 ]  17%  loss = 0.021
   1155m: epoch 41 [###                 ]  17%  loss = 0.022
   1155m: epoch 41 [###                 ]  17%  loss = 0.022
   1155m: epoch 41 [###                 ]  18%  loss = 0.021
   1155m: epoch 41 [###                 ]  18%  loss = 0.022
   1155m: epoch 41 [###                 ]  18%  loss = 0.021
   1156m: epoch 41 [###                 ]  19%  loss = 0.021
   1156m: epoch 41 [###                 ]  19%  loss = 0.022
   1156m: epoch 41 [###                 ]  19%  loss = 0.020
   1156m: epoch 41 [####                ]  20%  loss = 0.023
   1156m: epoch 41 [####                ]  20%  loss = 0.022
   1156m: epoch 41 [####                ]  20%  loss = 0.022
   1156m: epoch 41 [####                ]  21%  loss = 0.021
   1156m: epoch 41 [####                ]  21%  loss = 0.021
   1156m: epoch 41 [####                ]  22%  loss = 0.023
   1157m: epoch 41 [####                ]  22%  loss = 0.021
   1157m: epoch 41 [####                ]  22%  loss = 0.022
   1157m: epoch 41 [####                ]  23%  loss = 0.021
   1157m: epoch 41 [####                ]  23%  loss = 0.021
   1157m: epoch 41 [####                ]  23%  loss = 0.021
   1157m: epoch 41 [####                ]  24%  loss = 0.022
   1157m: epoch 41 [####                ]  24%  loss = 0.020
   1157m: epoch 41 [####                ]  24%  loss = 0.023
   1157m: epoch 41 [#####               ]  25%  loss = 0.020
   1158m: epoch 41 [#####               ]  25%  loss = 0.023
   1158m: epoch 41 [#####               ]  25%  loss = 0.022
   1158m: epoch 41 [#####               ]  26%  loss = 0.019
   1158m: epoch 41 [#####               ]  26%  loss = 0.021
   1158m: epoch 41 [#####               ]  26%  loss = 0.021
   1158m: epoch 41 [#####               ]  27%  loss = 0.020
   1158m: epoch 41 [#####               ]  27%  loss = 0.022
   1158m: epoch 41 [#####               ]  27%  loss = 0.021
   1158m: epoch 41 [#####               ]  28%  loss = 0.022
   1159m: epoch 41 [#####               ]  28%  loss = 0.021
   1159m: epoch 41 [#####               ]  28%  loss = 0.021
   1159m: epoch 41 [#####               ]  29%  loss = 0.022
   1159m: epoch 41 [#####               ]  29%  loss = 0.021
   1159m: epoch 41 [#####               ]  29%  loss = 0.021
   1159m: epoch 41 [######              ]  30%  loss = 0.022
   1159m: epoch 41 [######              ]  30%  loss = 0.021
   1159m: epoch 41 [######              ]  30%  loss = 0.022
   1159m: epoch 41 [######              ]  31%  loss = 0.022
   1160m: epoch 41 [######              ]  31%  loss = 0.022
   1160m: epoch 41 [######              ]  32%  loss = 0.022
   1160m: epoch 41 [######              ]  32%  loss = 0.022
   1160m: epoch 41 [######              ]  32%  loss = 0.025
   1160m: epoch 41 [######              ]  33%  loss = 0.022
   1160m: epoch 41 [######              ]  33%  loss = 0.021
   1160m: epoch 41 [######              ]  33%  loss = 0.023
   1160m: epoch 41 [######              ]  34%  loss = 0.021
   1160m: epoch 41 [######              ]  34%  loss = 0.021
   1161m: epoch 41 [######              ]  34%  loss = 0.021
   1161m: epoch 41 [#######             ]  35%  loss = 0.023
   1161m: epoch 41 [#######             ]  35%  loss = 0.022
   1161m: epoch 41 [#######             ]  35%  loss = 0.020
   1161m: epoch 41 [#######             ]  36%  loss = 0.022
   1161m: epoch 41 [#######             ]  36%  loss = 0.022
   1161m: epoch 41 [#######             ]  36%  loss = 0.021
   1161m: epoch 41 [#######             ]  37%  loss = 0.021
   1161m: epoch 41 [#######             ]  37%  loss = 0.021
   1162m: epoch 41 [#######             ]  37%  loss = 0.021
   1162m: epoch 41 [#######             ]  38%  loss = 0.022
   1162m: epoch 41 [#######             ]  38%  loss = 0.020
   1162m: epoch 41 [#######             ]  38%  loss = 0.022
   1162m: epoch 41 [#######             ]  39%  loss = 0.022
   1162m: epoch 41 [#######             ]  39%  loss = 0.022
   1162m: epoch 41 [#######             ]  39%  loss = 0.022
   1162m: epoch 41 [########            ]  40%  loss = 0.021
   1162m: epoch 41 [########            ]  40%  loss = 0.022
   1163m: epoch 41 [########            ]  40%  loss = 0.021
   1163m: epoch 41 [########            ]  41%  loss = 0.020
   1163m: epoch 41 [########            ]  41%  loss = 0.021
   1163m: epoch 41 [########            ]  41%  loss = 0.022
   1163m: epoch 41 [########            ]  42%  loss = 0.019
   1163m: epoch 41 [########            ]  42%  loss = 0.022
   1163m: epoch 41 [########            ]  43%  loss = 0.023
   1163m: epoch 41 [########            ]  43%  loss = 0.021
   1163m: epoch 41 [########            ]  43%  loss = 0.021
   1164m: epoch 41 [########            ]  44%  loss = 0.021
   1164m: epoch 41 [########            ]  44%  loss = 0.021
   1164m: epoch 41 [########            ]  44%  loss = 0.023
   1164m: epoch 41 [#########           ]  45%  loss = 0.021
   1164m: epoch 41 [#########           ]  45%  loss = 0.022
   1164m: epoch 41 [#########           ]  45%  loss = 0.022
   1164m: epoch 41 [#########           ]  46%  loss = 0.023
   1164m: epoch 41 [#########           ]  46%  loss = 0.022
   1164m: epoch 41 [#########           ]  46%  loss = 0.021
   1165m: epoch 41 [#########           ]  47%  loss = 0.022
   1165m: epoch 41 [#########           ]  47%  loss = 0.019
   1165m: epoch 41 [#########           ]  47%  loss = 0.022
   1165m: epoch 41 [#########           ]  48%  loss = 0.022
   1165m: epoch 41 [#########           ]  48%  loss = 0.022
   1165m: epoch 41 [#########           ]  48%  loss = 0.023
   1165m: epoch 41 [#########           ]  49%  loss = 0.022
   1165m: epoch 41 [#########           ]  49%  loss = 0.023
   1165m: epoch 41 [#########           ]  49%  loss = 0.022
   1166m: epoch 41 [##########          ]  50%  loss = 0.021
   1166m: epoch 41 [##########          ]  50%  loss = 0.022
   1166m: epoch 41 [##########          ]  50%  loss = 0.022
   1166m: epoch 41 [##########          ]  51%  loss = 0.022
   1166m: epoch 41 [##########          ]  51%  loss = 0.022
   1166m: epoch 41 [##########          ]  51%  loss = 0.024
   1166m: epoch 41 [##########          ]  52%  loss = 0.023
   1166m: epoch 41 [##########          ]  52%  loss = 0.022
   1166m: epoch 41 [##########          ]  53%  loss = 0.022
   1167m: epoch 41 [##########          ]  53%  loss = 0.021
   1167m: epoch 41 [##########          ]  53%  loss = 0.022
   1167m: epoch 41 [##########          ]  54%  loss = 0.022
   1167m: epoch 41 [##########          ]  54%  loss = 0.022
   1167m: epoch 41 [##########          ]  54%  loss = 0.020
   1167m: epoch 41 [###########         ]  55%  loss = 0.022
   1167m: epoch 41 [###########         ]  55%  loss = 0.023
   1167m: epoch 41 [###########         ]  55%  loss = 0.022
   1167m: epoch 41 [###########         ]  56%  loss = 0.022
   1168m: epoch 41 [###########         ]  56%  loss = 0.022
   1168m: epoch 41 [###########         ]  56%  loss = 0.024
   1168m: epoch 41 [###########         ]  57%  loss = 0.020
   1168m: epoch 41 [###########         ]  57%  loss = 0.021
   1168m: epoch 41 [###########         ]  57%  loss = 0.023
   1168m: epoch 41 [###########         ]  58%  loss = 0.023
   1168m: epoch 41 [###########         ]  58%  loss = 0.023
   1168m: epoch 41 [###########         ]  58%  loss = 0.022
   1168m: epoch 41 [###########         ]  59%  loss = 0.022
   1169m: epoch 41 [###########         ]  59%  loss = 0.021
   1169m: epoch 41 [###########         ]  59%  loss = 0.022
   1169m: epoch 41 [############        ]  60%  loss = 0.022
   1169m: epoch 41 [############        ]  60%  loss = 0.023
   1169m: epoch 41 [############        ]  60%  loss = 0.023
   1169m: epoch 41 [############        ]  61%  loss = 0.022
   1169m: epoch 41 [############        ]  61%  loss = 0.023
   1169m: epoch 41 [############        ]  61%  loss = 0.022
   1169m: epoch 41 [############        ]  62%  loss = 0.020
   1170m: epoch 41 [############        ]  62%  loss = 0.023
   1170m: epoch 41 [############        ]  62%  loss = 0.022
   1170m: epoch 41 [############        ]  63%  loss = 0.022
   1170m: epoch 41 [############        ]  63%  loss = 0.022
   1170m: epoch 41 [############        ]  64%  loss = 0.023
   1170m: epoch 41 [############        ]  64%  loss = 0.021
   1170m: epoch 41 [############        ]  64%  loss = 0.021
   1170m: epoch 41 [#############       ]  65%  loss = 0.022
   1170m: epoch 41 [#############       ]  65%  loss = 0.023
   1171m: epoch 41 [#############       ]  65%  loss = 0.023
   1171m: epoch 41 [#############       ]  66%  loss = 0.023
   1171m: epoch 41 [#############       ]  66%  loss = 0.021
   1171m: epoch 41 [#############       ]  66%  loss = 0.021
   1171m: epoch 41 [#############       ]  67%  loss = 0.022
   1171m: epoch 41 [#############       ]  67%  loss = 0.023
   1171m: epoch 41 [#############       ]  67%  loss = 0.023
   1171m: epoch 41 [#############       ]  68%  loss = 0.023
   1171m: epoch 41 [#############       ]  68%  loss = 0.023
   1172m: epoch 41 [#############       ]  68%  loss = 0.021
   1172m: epoch 41 [#############       ]  69%  loss = 0.023
   1172m: epoch 41 [#############       ]  69%  loss = 0.022
   1172m: epoch 41 [#############       ]  69%  loss = 0.025
   1172m: epoch 41 [##############      ]  70%  loss = 0.025
   1172m: epoch 41 [##############      ]  70%  loss = 0.022
   1172m: epoch 41 [##############      ]  70%  loss = 0.022
   1172m: epoch 41 [##############      ]  71%  loss = 0.023
   1172m: epoch 41 [##############      ]  71%  loss = 0.022
   1173m: epoch 41 [##############      ]  71%  loss = 0.023
   1173m: epoch 41 [##############      ]  72%  loss = 0.022
   1173m: epoch 41 [##############      ]  72%  loss = 0.022
   1173m: epoch 41 [##############      ]  72%  loss = 0.023
   1173m: epoch 41 [##############      ]  73%  loss = 0.022
   1173m: epoch 41 [##############      ]  73%  loss = 0.023
   1173m: epoch 41 [##############      ]  74%  loss = 0.021
   1173m: epoch 41 [##############      ]  74%  loss = 0.022
   1173m: epoch 41 [##############      ]  74%  loss = 0.023
   1174m: epoch 41 [###############     ]  75%  loss = 0.021
   1174m: epoch 41 [###############     ]  75%  loss = 0.024
   1174m: epoch 41 [###############     ]  75%  loss = 0.022
   1174m: epoch 41 [###############     ]  76%  loss = 0.023
   1174m: epoch 41 [###############     ]  76%  loss = 0.023
   1174m: epoch 41 [###############     ]  76%  loss = 0.021
   1174m: epoch 41 [###############     ]  77%  loss = 0.021
   1174m: epoch 41 [###############     ]  77%  loss = 0.023
   1174m: epoch 41 [###############     ]  77%  loss = 0.022
   1175m: epoch 41 [###############     ]  78%  loss = 0.022
   1175m: epoch 41 [###############     ]  78%  loss = 0.022
   1175m: epoch 41 [###############     ]  78%  loss = 0.021
   1175m: epoch 41 [###############     ]  79%  loss = 0.023
   1175m: epoch 41 [###############     ]  79%  loss = 0.022
   1175m: epoch 41 [###############     ]  79%  loss = 0.021
   1175m: epoch 41 [################    ]  80%  loss = 0.022
   1175m: epoch 41 [################    ]  80%  loss = 0.023
   1175m: epoch 41 [################    ]  80%  loss = 0.024
   1176m: epoch 41 [################    ]  81%  loss = 0.022
   1176m: epoch 41 [################    ]  81%  loss = 0.022
   1176m: epoch 41 [################    ]  81%  loss = 0.024
   1176m: epoch 41 [################    ]  82%  loss = 0.025
   1176m: epoch 41 [################    ]  82%  loss = 0.023
   1176m: epoch 41 [################    ]  82%  loss = 0.023
   1176m: epoch 41 [################    ]  83%  loss = 0.022
   1176m: epoch 41 [################    ]  83%  loss = 0.022
   1176m: epoch 41 [################    ]  83%  loss = 0.024
   1177m: epoch 41 [################    ]  84%  loss = 0.025
   1177m: epoch 41 [################    ]  84%  loss = 0.022
   1177m: epoch 41 [#################   ]  85%  loss = 0.023
   1177m: epoch 41 [#################   ]  85%  loss = 0.021
   1177m: epoch 41 [#################   ]  85%  loss = 0.023
   1177m: epoch 41 [#################   ]  86%  loss = 0.023
   1177m: epoch 41 [#################   ]  86%  loss = 0.022
   1177m: epoch 41 [#################   ]  86%  loss = 0.023
   1177m: epoch 41 [#################   ]  87%  loss = 0.024
   1178m: epoch 41 [#################   ]  87%  loss = 0.022
   1178m: epoch 41 [#################   ]  87%  loss = 0.023
   1178m: epoch 41 [#################   ]  88%  loss = 0.022
   1178m: epoch 41 [#################   ]  88%  loss = 0.023
   1178m: epoch 41 [#################   ]  88%  loss = 0.022
   1178m: epoch 41 [#################   ]  89%  loss = 0.021
   1178m: epoch 41 [#################   ]  89%  loss = 0.024
   1178m: epoch 41 [#################   ]  89%  loss = 0.024
   1178m: epoch 41 [##################  ]  90%  loss = 0.022
   1179m: epoch 41 [##################  ]  90%  loss = 0.022
   1179m: epoch 41 [##################  ]  90%  loss = 0.023
   1179m: epoch 41 [##################  ]  91%  loss = 0.020
   1179m: epoch 41 [##################  ]  91%  loss = 0.022
   1179m: epoch 41 [##################  ]  91%  loss = 0.022
   1179m: epoch 41 [##################  ]  92%  loss = 0.023
   1179m: epoch 41 [##################  ]  92%  loss = 0.023
   1179m: epoch 41 [##################  ]  92%  loss = 0.023
   1179m: epoch 41 [##################  ]  93%  loss = 0.021
   1180m: epoch 41 [##################  ]  93%  loss = 0.024
   1180m: epoch 41 [##################  ]  93%  loss = 0.024
   1180m: epoch 41 [##################  ]  94%  loss = 0.022
   1180m: epoch 41 [##################  ]  94%  loss = 0.024
   1180m: epoch 41 [##################  ]  94%  loss = 0.021
   1180m: epoch 41 [################### ]  95%  loss = 0.023
   1180m: epoch 41 [################### ]  95%  loss = 0.023
   1180m: epoch 41 [################### ]  96%  loss = 0.024
   1180m: epoch 41 [################### ]  96%  loss = 0.023
   1181m: epoch 41 [################### ]  96%  loss = 0.021
   1181m: epoch 41 [################### ]  97%  loss = 0.022
   1181m: epoch 41 [################### ]  97%  loss = 0.024
   1181m: epoch 41 [################### ]  97%  loss = 0.023
   1181m: epoch 41 [################### ]  98%  loss = 0.023
   1181m: epoch 41 [################### ]  98%  loss = 0.023
   1181m: epoch 41 [################### ]  98%  loss = 0.023
   1181m: epoch 41 [################### ]  99%  loss = 0.023
   1181m: epoch 41 [################### ]  99%  loss = 0.022
   1182m: epoch 41 [################### ]  99%  loss = 0.022
1182m: epoch 41 [####################]  100%  loss = 0.022
epoch 41 complete, loss = 0.022
model saved as token_classification_split_3_41_0.022
   1182m: epoch 42 [                    ]  0%  loss = ...
   1182m: epoch 42 [                    ]  0%  loss = 0.021
   1182m: epoch 42 [                    ]  0%  loss = 0.020
   1182m: epoch 42 [                    ]  1%  loss = 0.019
   1182m: epoch 42 [                    ]  1%  loss = 0.020
   1182m: epoch 42 [                    ]  1%  loss = 0.019
   1182m: epoch 42 [                    ]  2%  loss = 0.020
   1182m: epoch 42 [                    ]  2%  loss = 0.020
   1183m: epoch 42 [                    ]  2%  loss = 0.021
   1183m: epoch 42 [                    ]  3%  loss = 0.020
   1183m: epoch 42 [                    ]  3%  loss = 0.020
   1183m: epoch 42 [                    ]  3%  loss = 0.019
   1183m: epoch 42 [                    ]  4%  loss = 0.020
   1183m: epoch 42 [                    ]  4%  loss = 0.020
   1183m: epoch 42 [                    ]  4%  loss = 0.020
   1183m: epoch 42 [#                   ]  5%  loss = 0.019
   1184m: epoch 42 [#                   ]  5%  loss = 0.020
   1184m: epoch 42 [#                   ]  5%  loss = 0.020
   1184m: epoch 42 [#                   ]  6%  loss = 0.021
   1184m: epoch 42 [#                   ]  6%  loss = 0.019
   1184m: epoch 42 [#                   ]  6%  loss = 0.019
   1184m: epoch 42 [#                   ]  7%  loss = 0.020
   1184m: epoch 42 [#                   ]  7%  loss = 0.019
   1184m: epoch 42 [#                   ]  7%  loss = 0.021
   1184m: epoch 42 [#                   ]  8%  loss = 0.021
   1185m: epoch 42 [#                   ]  8%  loss = 0.023
   1185m: epoch 42 [#                   ]  8%  loss = 0.019
   1185m: epoch 42 [#                   ]  9%  loss = 0.023
   1185m: epoch 42 [#                   ]  9%  loss = 0.020
   1185m: epoch 42 [#                   ]  9%  loss = 0.020
   1185m: epoch 42 [##                  ]  10%  loss = 0.022
   1185m: epoch 42 [##                  ]  10%  loss = 0.019
   1185m: epoch 42 [##                  ]  11%  loss = 0.021
   1185m: epoch 42 [##                  ]  11%  loss = 0.021
   1185m: epoch 42 [##                  ]  11%  loss = 0.021
   1186m: epoch 42 [##                  ]  12%  loss = 0.019
   1186m: epoch 42 [##                  ]  12%  loss = 0.023
   1186m: epoch 42 [##                  ]  12%  loss = 0.019
   1186m: epoch 42 [##                  ]  13%  loss = 0.021
   1186m: epoch 42 [##                  ]  13%  loss = 0.020
   1186m: epoch 42 [##                  ]  13%  loss = 0.021
   1186m: epoch 42 [##                  ]  14%  loss = 0.020
   1186m: epoch 42 [##                  ]  14%  loss = 0.020
   1186m: epoch 42 [##                  ]  14%  loss = 0.021
   1187m: epoch 42 [###                 ]  15%  loss = 0.022
   1187m: epoch 42 [###                 ]  15%  loss = 0.021
   1187m: epoch 42 [###                 ]  15%  loss = 0.020
   1187m: epoch 42 [###                 ]  16%  loss = 0.020
   1187m: epoch 42 [###                 ]  16%  loss = 0.021
   1187m: epoch 42 [###                 ]  16%  loss = 0.022
   1187m: epoch 42 [###                 ]  17%  loss = 0.020
   1187m: epoch 42 [###                 ]  17%  loss = 0.023
   1187m: epoch 42 [###                 ]  17%  loss = 0.020
   1188m: epoch 42 [###                 ]  18%  loss = 0.019
   1188m: epoch 42 [###                 ]  18%  loss = 0.021
   1188m: epoch 42 [###                 ]  18%  loss = 0.021
   1188m: epoch 42 [###                 ]  19%  loss = 0.023
   1188m: epoch 42 [###                 ]  19%  loss = 0.021
   1188m: epoch 42 [###                 ]  19%  loss = 0.021
   1188m: epoch 42 [####                ]  20%  loss = 0.020
   1188m: epoch 42 [####                ]  20%  loss = 0.020
   1188m: epoch 42 [####                ]  20%  loss = 0.021
   1189m: epoch 42 [####                ]  21%  loss = 0.020
   1189m: epoch 42 [####                ]  21%  loss = 0.021
   1189m: epoch 42 [####                ]  22%  loss = 0.021
   1189m: epoch 42 [####                ]  22%  loss = 0.020
   1189m: epoch 42 [####                ]  22%  loss = 0.022
   1189m: epoch 42 [####                ]  23%  loss = 0.020
   1189m: epoch 42 [####                ]  23%  loss = 0.022
   1189m: epoch 42 [####                ]  23%  loss = 0.023
   1189m: epoch 42 [####                ]  24%  loss = 0.022
   1190m: epoch 42 [####                ]  24%  loss = 0.020
   1190m: epoch 42 [####                ]  24%  loss = 0.021
   1190m: epoch 42 [#####               ]  25%  loss = 0.021
   1190m: epoch 42 [#####               ]  25%  loss = 0.020
   1190m: epoch 42 [#####               ]  25%  loss = 0.021
   1190m: epoch 42 [#####               ]  26%  loss = 0.022
   1190m: epoch 42 [#####               ]  26%  loss = 0.022
   1190m: epoch 42 [#####               ]  26%  loss = 0.021
   1190m: epoch 42 [#####               ]  27%  loss = 0.022
   1191m: epoch 42 [#####               ]  27%  loss = 0.022
   1191m: epoch 42 [#####               ]  27%  loss = 0.022
   1191m: epoch 42 [#####               ]  28%  loss = 0.021
   1191m: epoch 42 [#####               ]  28%  loss = 0.022
   1191m: epoch 42 [#####               ]  28%  loss = 0.020
   1191m: epoch 42 [#####               ]  29%  loss = 0.021
   1191m: epoch 42 [#####               ]  29%  loss = 0.022
   1191m: epoch 42 [#####               ]  29%  loss = 0.022
   1191m: epoch 42 [######              ]  30%  loss = 0.022
   1192m: epoch 42 [######              ]  30%  loss = 0.023
   1192m: epoch 42 [######              ]  30%  loss = 0.022
   1192m: epoch 42 [######              ]  31%  loss = 0.025
   1192m: epoch 42 [######              ]  31%  loss = 0.020
   1192m: epoch 42 [######              ]  32%  loss = 0.022
   1192m: epoch 42 [######              ]  32%  loss = 0.022
   1192m: epoch 42 [######              ]  32%  loss = 0.022
   1192m: epoch 42 [######              ]  33%  loss = 0.020
   1192m: epoch 42 [######              ]  33%  loss = 0.021
   1193m: epoch 42 [######              ]  33%  loss = 0.021
   1193m: epoch 42 [######              ]  34%  loss = 0.022
   1193m: epoch 42 [######              ]  34%  loss = 0.023
   1193m: epoch 42 [######              ]  34%  loss = 0.020
   1193m: epoch 42 [#######             ]  35%  loss = 0.021
   1193m: epoch 42 [#######             ]  35%  loss = 0.021
   1193m: epoch 42 [#######             ]  35%  loss = 0.022
   1193m: epoch 42 [#######             ]  36%  loss = 0.021
   1193m: epoch 42 [#######             ]  36%  loss = 0.022
   1194m: epoch 42 [#######             ]  36%  loss = 0.021
   1194m: epoch 42 [#######             ]  37%  loss = 0.022
   1194m: epoch 42 [#######             ]  37%  loss = 0.022
   1194m: epoch 42 [#######             ]  37%  loss = 0.022
   1194m: epoch 42 [#######             ]  38%  loss = 0.021
   1194m: epoch 42 [#######             ]  38%  loss = 0.021
   1194m: epoch 42 [#######             ]  38%  loss = 0.021
   1194m: epoch 42 [#######             ]  39%  loss = 0.020
   1194m: epoch 42 [#######             ]  39%  loss = 0.022
   1195m: epoch 42 [#######             ]  39%  loss = 0.020
   1195m: epoch 42 [########            ]  40%  loss = 0.022
   1195m: epoch 42 [########            ]  40%  loss = 0.022
   1195m: epoch 42 [########            ]  40%  loss = 0.022
   1195m: epoch 42 [########            ]  41%  loss = 0.021
   1195m: epoch 42 [########            ]  41%  loss = 0.020
   1195m: epoch 42 [########            ]  41%  loss = 0.021
   1195m: epoch 42 [########            ]  42%  loss = 0.021
   1195m: epoch 42 [########            ]  42%  loss = 0.021
   1196m: epoch 42 [########            ]  43%  loss = 0.024
   1196m: epoch 42 [########            ]  43%  loss = 0.021
   1196m: epoch 42 [########            ]  43%  loss = 0.023
   1196m: epoch 42 [########            ]  44%  loss = 0.021
   1196m: epoch 42 [########            ]  44%  loss = 0.020
   1196m: epoch 42 [########            ]  44%  loss = 0.022
   1196m: epoch 42 [#########           ]  45%  loss = 0.021
   1196m: epoch 42 [#########           ]  45%  loss = 0.023
   1196m: epoch 42 [#########           ]  45%  loss = 0.023
   1197m: epoch 42 [#########           ]  46%  loss = 0.022
   1197m: epoch 42 [#########           ]  46%  loss = 0.022
   1197m: epoch 42 [#########           ]  46%  loss = 0.021
   1197m: epoch 42 [#########           ]  47%  loss = 0.021
   1197m: epoch 42 [#########           ]  47%  loss = 0.023
   1197m: epoch 42 [#########           ]  47%  loss = 0.022
   1197m: epoch 42 [#########           ]  48%  loss = 0.021
   1197m: epoch 42 [#########           ]  48%  loss = 0.023
   1197m: epoch 42 [#########           ]  48%  loss = 0.021
   1198m: epoch 42 [#########           ]  49%  loss = 0.022
   1198m: epoch 42 [#########           ]  49%  loss = 0.021
   1198m: epoch 42 [#########           ]  49%  loss = 0.022
   1198m: epoch 42 [##########          ]  50%  loss = 0.022
   1198m: epoch 42 [##########          ]  50%  loss = 0.021
   1198m: epoch 42 [##########          ]  50%  loss = 0.020
   1198m: epoch 42 [##########          ]  51%  loss = 0.020
   1198m: epoch 42 [##########          ]  51%  loss = 0.022
   1198m: epoch 42 [##########          ]  51%  loss = 0.022
   1199m: epoch 42 [##########          ]  52%  loss = 0.023
   1199m: epoch 42 [##########          ]  52%  loss = 0.023
   1199m: epoch 42 [##########          ]  53%  loss = 0.022
   1199m: epoch 42 [##########          ]  53%  loss = 0.022
   1199m: epoch 42 [##########          ]  53%  loss = 0.021
   1199m: epoch 42 [##########          ]  54%  loss = 0.021
   1199m: epoch 42 [##########          ]  54%  loss = 0.022
   1199m: epoch 42 [##########          ]  54%  loss = 0.022
   1199m: epoch 42 [###########         ]  55%  loss = 0.021
   1199m: epoch 42 [###########         ]  55%  loss = 0.022
   1200m: epoch 42 [###########         ]  55%  loss = 0.020
   1200m: epoch 42 [###########         ]  56%  loss = 0.022
   1200m: epoch 42 [###########         ]  56%  loss = 0.023
   1200m: epoch 42 [###########         ]  56%  loss = 0.023
   1200m: epoch 42 [###########         ]  57%  loss = 0.022
   1200m: epoch 42 [###########         ]  57%  loss = 0.023
   1200m: epoch 42 [###########         ]  57%  loss = 0.023
   1200m: epoch 42 [###########         ]  58%  loss = 0.023
   1200m: epoch 42 [###########         ]  58%  loss = 0.021
   1201m: epoch 42 [###########         ]  58%  loss = 0.023
   1201m: epoch 42 [###########         ]  59%  loss = 0.022
   1201m: epoch 42 [###########         ]  59%  loss = 0.023
   1201m: epoch 42 [###########         ]  59%  loss = 0.022
   1201m: epoch 42 [############        ]  60%  loss = 0.023
   1201m: epoch 42 [############        ]  60%  loss = 0.022
   1201m: epoch 42 [############        ]  60%  loss = 0.021
   1201m: epoch 42 [############        ]  61%  loss = 0.021
   1201m: epoch 42 [############        ]  61%  loss = 0.021
   1202m: epoch 42 [############        ]  61%  loss = 0.023
   1202m: epoch 42 [############        ]  62%  loss = 0.022
   1202m: epoch 42 [############        ]  62%  loss = 0.024
   1202m: epoch 42 [############        ]  62%  loss = 0.022
   1202m: epoch 42 [############        ]  63%  loss = 0.024
   1202m: epoch 42 [############        ]  63%  loss = 0.020
   1202m: epoch 42 [############        ]  64%  loss = 0.021
   1202m: epoch 42 [############        ]  64%  loss = 0.023
   1202m: epoch 42 [############        ]  64%  loss = 0.022
   1202m: epoch 42 [#############       ]  65%  loss = 0.022
   1203m: epoch 42 [#############       ]  65%  loss = 0.023
   1203m: epoch 42 [#############       ]  65%  loss = 0.022
   1203m: epoch 42 [#############       ]  66%  loss = 0.020
   1203m: epoch 42 [#############       ]  66%  loss = 0.022
   1203m: epoch 42 [#############       ]  66%  loss = 0.022
   1203m: epoch 42 [#############       ]  67%  loss = 0.020
   1203m: epoch 42 [#############       ]  67%  loss = 0.023
   1203m: epoch 42 [#############       ]  67%  loss = 0.023
   1203m: epoch 42 [#############       ]  68%  loss = 0.022
   1204m: epoch 42 [#############       ]  68%  loss = 0.022
   1204m: epoch 42 [#############       ]  68%  loss = 0.022
   1204m: epoch 42 [#############       ]  69%  loss = 0.023
   1204m: epoch 42 [#############       ]  69%  loss = 0.022
   1204m: epoch 42 [#############       ]  69%  loss = 0.022
   1204m: epoch 42 [##############      ]  70%  loss = 0.022
   1204m: epoch 42 [##############      ]  70%  loss = 0.022
   1204m: epoch 42 [##############      ]  70%  loss = 0.023
   1204m: epoch 42 [##############      ]  71%  loss = 0.023
   1205m: epoch 42 [##############      ]  71%  loss = 0.022
   1205m: epoch 42 [##############      ]  71%  loss = 0.023
   1205m: epoch 42 [##############      ]  72%  loss = 0.023
   1205m: epoch 42 [##############      ]  72%  loss = 0.022
   1205m: epoch 42 [##############      ]  72%  loss = 0.023
   1205m: epoch 42 [##############      ]  73%  loss = 0.021
   1205m: epoch 42 [##############      ]  73%  loss = 0.022
   1205m: epoch 42 [##############      ]  74%  loss = 0.023
   1205m: epoch 42 [##############      ]  74%  loss = 0.023
   1205m: epoch 42 [##############      ]  74%  loss = 0.022
   1206m: epoch 42 [###############     ]  75%  loss = 0.023
   1206m: epoch 42 [###############     ]  75%  loss = 0.023
   1206m: epoch 42 [###############     ]  75%  loss = 0.021
   1206m: epoch 42 [###############     ]  76%  loss = 0.022
   1206m: epoch 42 [###############     ]  76%  loss = 0.023
   1206m: epoch 42 [###############     ]  76%  loss = 0.023
   1206m: epoch 42 [###############     ]  77%  loss = 0.022
   1206m: epoch 42 [###############     ]  77%  loss = 0.024
   1206m: epoch 42 [###############     ]  77%  loss = 0.023
   1207m: epoch 42 [###############     ]  78%  loss = 0.022
   1207m: epoch 42 [###############     ]  78%  loss = 0.023
   1207m: epoch 42 [###############     ]  78%  loss = 0.024
   1207m: epoch 42 [###############     ]  79%  loss = 0.021
   1207m: epoch 42 [###############     ]  79%  loss = 0.022
   1207m: epoch 42 [###############     ]  79%  loss = 0.023
   1207m: epoch 42 [################    ]  80%  loss = 0.023
   1207m: epoch 42 [################    ]  80%  loss = 0.022
   1207m: epoch 42 [################    ]  80%  loss = 0.022
   1208m: epoch 42 [################    ]  81%  loss = 0.022
   1208m: epoch 42 [################    ]  81%  loss = 0.023
   1208m: epoch 42 [################    ]  81%  loss = 0.022
   1208m: epoch 42 [################    ]  82%  loss = 0.021
   1208m: epoch 42 [################    ]  82%  loss = 0.022
   1208m: epoch 42 [################    ]  82%  loss = 0.022
   1208m: epoch 42 [################    ]  83%  loss = 0.023
   1208m: epoch 42 [################    ]  83%  loss = 0.025
   1208m: epoch 42 [################    ]  83%  loss = 0.022
   1208m: epoch 42 [################    ]  84%  loss = 0.023
   1209m: epoch 42 [################    ]  84%  loss = 0.023
   1209m: epoch 42 [#################   ]  85%  loss = 0.023
   1209m: epoch 42 [#################   ]  85%  loss = 0.022
   1209m: epoch 42 [#################   ]  85%  loss = 0.022
   1209m: epoch 42 [#################   ]  86%  loss = 0.022
   1209m: epoch 42 [#################   ]  86%  loss = 0.023
   1209m: epoch 42 [#################   ]  86%  loss = 0.022
   1209m: epoch 42 [#################   ]  87%  loss = 0.020
   1209m: epoch 42 [#################   ]  87%  loss = 0.022
   1210m: epoch 42 [#################   ]  87%  loss = 0.024
   1210m: epoch 42 [#################   ]  88%  loss = 0.023
   1210m: epoch 42 [#################   ]  88%  loss = 0.021
   1210m: epoch 42 [#################   ]  88%  loss = 0.021
   1210m: epoch 42 [#################   ]  89%  loss = 0.021
   1210m: epoch 42 [#################   ]  89%  loss = 0.022
   1210m: epoch 42 [#################   ]  89%  loss = 0.023
   1210m: epoch 42 [##################  ]  90%  loss = 0.021
   1210m: epoch 42 [##################  ]  90%  loss = 0.021
   1211m: epoch 42 [##################  ]  90%  loss = 0.022
   1211m: epoch 42 [##################  ]  91%  loss = 0.023
   1211m: epoch 42 [##################  ]  91%  loss = 0.022
   1211m: epoch 42 [##################  ]  91%  loss = 0.023
   1211m: epoch 42 [##################  ]  92%  loss = 0.023
   1211m: epoch 42 [##################  ]  92%  loss = 0.021
   1211m: epoch 42 [##################  ]  92%  loss = 0.023
   1211m: epoch 42 [##################  ]  93%  loss = 0.021
   1211m: epoch 42 [##################  ]  93%  loss = 0.023
   1212m: epoch 42 [##################  ]  93%  loss = 0.022
   1212m: epoch 42 [##################  ]  94%  loss = 0.024
   1212m: epoch 42 [##################  ]  94%  loss = 0.022
   1212m: epoch 42 [##################  ]  94%  loss = 0.022
   1212m: epoch 42 [################### ]  95%  loss = 0.024
   1212m: epoch 42 [################### ]  95%  loss = 0.024
   1212m: epoch 42 [################### ]  96%  loss = 0.022
   1212m: epoch 42 [################### ]  96%  loss = 0.022
   1212m: epoch 42 [################### ]  96%  loss = 0.022
   1212m: epoch 42 [################### ]  97%  loss = 0.023
   1213m: epoch 42 [################### ]  97%  loss = 0.022
   1213m: epoch 42 [################### ]  97%  loss = 0.023
   1213m: epoch 42 [################### ]  98%  loss = 0.023
   1213m: epoch 42 [################### ]  98%  loss = 0.025
   1213m: epoch 42 [################### ]  98%  loss = 0.021
   1213m: epoch 42 [################### ]  99%  loss = 0.022
   1213m: epoch 42 [################### ]  99%  loss = 0.022
   1213m: epoch 42 [################### ]  99%  loss = 0.022
1213m: epoch 42 [####################]  100%  loss = 0.022
epoch 42 complete, loss = 0.022
model saved as token_classification_split_3_42_0.022
   1213m: epoch 43 [                    ]  0%  loss = ...
   1214m: epoch 43 [                    ]  0%  loss = 0.020
   1214m: epoch 43 [                    ]  0%  loss = 0.020
   1214m: epoch 43 [                    ]  1%  loss = 0.023
   1214m: epoch 43 [                    ]  1%  loss = 0.019
   1214m: epoch 43 [                    ]  1%  loss = 0.020
   1214m: epoch 43 [                    ]  2%  loss = 0.019
   1214m: epoch 43 [                    ]  2%  loss = 0.020
   1214m: epoch 43 [                    ]  2%  loss = 0.021
   1214m: epoch 43 [                    ]  3%  loss = 0.019
   1215m: epoch 43 [                    ]  3%  loss = 0.020
   1215m: epoch 43 [                    ]  3%  loss = 0.021
   1215m: epoch 43 [                    ]  4%  loss = 0.020
   1215m: epoch 43 [                    ]  4%  loss = 0.020
   1215m: epoch 43 [                    ]  4%  loss = 0.020
   1215m: epoch 43 [#                   ]  5%  loss = 0.020
   1215m: epoch 43 [#                   ]  5%  loss = 0.019
   1215m: epoch 43 [#                   ]  5%  loss = 0.020
   1215m: epoch 43 [#                   ]  6%  loss = 0.021
   1215m: epoch 43 [#                   ]  6%  loss = 0.021
   1216m: epoch 43 [#                   ]  6%  loss = 0.021
   1216m: epoch 43 [#                   ]  7%  loss = 0.020
   1216m: epoch 43 [#                   ]  7%  loss = 0.022
   1216m: epoch 43 [#                   ]  7%  loss = 0.021
   1216m: epoch 43 [#                   ]  8%  loss = 0.019
   1216m: epoch 43 [#                   ]  8%  loss = 0.021
   1216m: epoch 43 [#                   ]  8%  loss = 0.020
   1216m: epoch 43 [#                   ]  9%  loss = 0.021
   1216m: epoch 43 [#                   ]  9%  loss = 0.021
   1217m: epoch 43 [#                   ]  9%  loss = 0.021
   1217m: epoch 43 [##                  ]  10%  loss = 0.021
   1217m: epoch 43 [##                  ]  10%  loss = 0.019
   1217m: epoch 43 [##                  ]  11%  loss = 0.020
   1217m: epoch 43 [##                  ]  11%  loss = 0.019
   1217m: epoch 43 [##                  ]  11%  loss = 0.021
   1217m: epoch 43 [##                  ]  12%  loss = 0.019
   1217m: epoch 43 [##                  ]  12%  loss = 0.021
   1217m: epoch 43 [##                  ]  12%  loss = 0.021
   1218m: epoch 43 [##                  ]  13%  loss = 0.022
   1218m: epoch 43 [##                  ]  13%  loss = 0.020
   1218m: epoch 43 [##                  ]  13%  loss = 0.021
   1218m: epoch 43 [##                  ]  14%  loss = 0.020
   1218m: epoch 43 [##                  ]  14%  loss = 0.020
   1218m: epoch 43 [##                  ]  14%  loss = 0.021
   1218m: epoch 43 [###                 ]  15%  loss = 0.021
   1218m: epoch 43 [###                 ]  15%  loss = 0.020
   1218m: epoch 43 [###                 ]  15%  loss = 0.022
   1218m: epoch 43 [###                 ]  16%  loss = 0.020
   1219m: epoch 43 [###                 ]  16%  loss = 0.020
   1219m: epoch 43 [###                 ]  16%  loss = 0.020
   1219m: epoch 43 [###                 ]  17%  loss = 0.021
   1219m: epoch 43 [###                 ]  17%  loss = 0.020
   1219m: epoch 43 [###                 ]  17%  loss = 0.022
   1219m: epoch 43 [###                 ]  18%  loss = 0.020
   1219m: epoch 43 [###                 ]  18%  loss = 0.019
   1219m: epoch 43 [###                 ]  18%  loss = 0.021
   1219m: epoch 43 [###                 ]  19%  loss = 0.022
   1220m: epoch 43 [###                 ]  19%  loss = 0.021
   1220m: epoch 43 [###                 ]  19%  loss = 0.021
   1220m: epoch 43 [####                ]  20%  loss = 0.020
   1220m: epoch 43 [####                ]  20%  loss = 0.020
   1220m: epoch 43 [####                ]  20%  loss = 0.021
   1220m: epoch 43 [####                ]  21%  loss = 0.021
   1220m: epoch 43 [####                ]  21%  loss = 0.021
   1220m: epoch 43 [####                ]  22%  loss = 0.022
   1220m: epoch 43 [####                ]  22%  loss = 0.022
   1220m: epoch 43 [####                ]  22%  loss = 0.020
   1221m: epoch 43 [####                ]  23%  loss = 0.019
   1221m: epoch 43 [####                ]  23%  loss = 0.020
   1221m: epoch 43 [####                ]  23%  loss = 0.022
   1221m: epoch 43 [####                ]  24%  loss = 0.021
   1221m: epoch 43 [####                ]  24%  loss = 0.020
   1221m: epoch 43 [####                ]  24%  loss = 0.020
   1221m: epoch 43 [#####               ]  25%  loss = 0.021
   1221m: epoch 43 [#####               ]  25%  loss = 0.021
   1221m: epoch 43 [#####               ]  25%  loss = 0.023
   1222m: epoch 43 [#####               ]  26%  loss = 0.021
   1222m: epoch 43 [#####               ]  26%  loss = 0.021
   1222m: epoch 43 [#####               ]  26%  loss = 0.021
   1222m: epoch 43 [#####               ]  27%  loss = 0.022
   1222m: epoch 43 [#####               ]  27%  loss = 0.021
   1222m: epoch 43 [#####               ]  27%  loss = 0.022
   1222m: epoch 43 [#####               ]  28%  loss = 0.021
   1222m: epoch 43 [#####               ]  28%  loss = 0.020
   1222m: epoch 43 [#####               ]  28%  loss = 0.020
   1223m: epoch 43 [#####               ]  29%  loss = 0.022
   1223m: epoch 43 [#####               ]  29%  loss = 0.021
   1223m: epoch 43 [#####               ]  29%  loss = 0.022
   1223m: epoch 43 [######              ]  30%  loss = 0.021
   1223m: epoch 43 [######              ]  30%  loss = 0.022
   1223m: epoch 43 [######              ]  30%  loss = 0.021
   1223m: epoch 43 [######              ]  31%  loss = 0.021
   1223m: epoch 43 [######              ]  31%  loss = 0.020
   1223m: epoch 43 [######              ]  32%  loss = 0.021
   1224m: epoch 43 [######              ]  32%  loss = 0.021
   1224m: epoch 43 [######              ]  32%  loss = 0.022
   1224m: epoch 43 [######              ]  33%  loss = 0.023
   1224m: epoch 43 [######              ]  33%  loss = 0.021
   1224m: epoch 43 [######              ]  33%  loss = 0.021
   1224m: epoch 43 [######              ]  34%  loss = 0.021
   1224m: epoch 43 [######              ]  34%  loss = 0.021
   1224m: epoch 43 [######              ]  34%  loss = 0.021
   1224m: epoch 43 [#######             ]  35%  loss = 0.022
   1224m: epoch 43 [#######             ]  35%  loss = 0.020
   1225m: epoch 43 [#######             ]  35%  loss = 0.022
   1225m: epoch 43 [#######             ]  36%  loss = 0.022
   1225m: epoch 43 [#######             ]  36%  loss = 0.021
   1225m: epoch 43 [#######             ]  36%  loss = 0.020
   1225m: epoch 43 [#######             ]  37%  loss = 0.022
   1225m: epoch 43 [#######             ]  37%  loss = 0.021
   1225m: epoch 43 [#######             ]  37%  loss = 0.021
   1225m: epoch 43 [#######             ]  38%  loss = 0.022
   1225m: epoch 43 [#######             ]  38%  loss = 0.022
   1226m: epoch 43 [#######             ]  38%  loss = 0.020
   1226m: epoch 43 [#######             ]  39%  loss = 0.021
   1226m: epoch 43 [#######             ]  39%  loss = 0.025
   1226m: epoch 43 [#######             ]  39%  loss = 0.022
   1226m: epoch 43 [########            ]  40%  loss = 0.021
   1226m: epoch 43 [########            ]  40%  loss = 0.021
   1226m: epoch 43 [########            ]  40%  loss = 0.021
   1226m: epoch 43 [########            ]  41%  loss = 0.023
   1226m: epoch 43 [########            ]  41%  loss = 0.020
   1227m: epoch 43 [########            ]  41%  loss = 0.023
   1227m: epoch 43 [########            ]  42%  loss = 0.020
   1227m: epoch 43 [########            ]  42%  loss = 0.022
   1227m: epoch 43 [########            ]  43%  loss = 0.022
   1227m: epoch 43 [########            ]  43%  loss = 0.021
   1227m: epoch 43 [########            ]  43%  loss = 0.020
   1227m: epoch 43 [########            ]  44%  loss = 0.022
   1227m: epoch 43 [########            ]  44%  loss = 0.021
   1227m: epoch 43 [########            ]  44%  loss = 0.021
   1228m: epoch 43 [#########           ]  45%  loss = 0.022
   1228m: epoch 43 [#########           ]  45%  loss = 0.023
   1228m: epoch 43 [#########           ]  45%  loss = 0.022
   1228m: epoch 43 [#########           ]  46%  loss = 0.021
   1228m: epoch 43 [#########           ]  46%  loss = 0.022
   1228m: epoch 43 [#########           ]  46%  loss = 0.023
   1228m: epoch 43 [#########           ]  47%  loss = 0.022
   1228m: epoch 43 [#########           ]  47%  loss = 0.021
   1228m: epoch 43 [#########           ]  47%  loss = 0.022
   1228m: epoch 43 [#########           ]  48%  loss = 0.021
   1229m: epoch 43 [#########           ]  48%  loss = 0.021
   1229m: epoch 43 [#########           ]  48%  loss = 0.024
   1229m: epoch 43 [#########           ]  49%  loss = 0.021
   1229m: epoch 43 [#########           ]  49%  loss = 0.021
   1229m: epoch 43 [#########           ]  49%  loss = 0.022
   1229m: epoch 43 [##########          ]  50%  loss = 0.020
   1229m: epoch 43 [##########          ]  50%  loss = 0.021
   1229m: epoch 43 [##########          ]  50%  loss = 0.023
   1229m: epoch 43 [##########          ]  51%  loss = 0.020
   1230m: epoch 43 [##########          ]  51%  loss = 0.021
   1230m: epoch 43 [##########          ]  51%  loss = 0.022
   1230m: epoch 43 [##########          ]  52%  loss = 0.022
   1230m: epoch 43 [##########          ]  52%  loss = 0.021
   1230m: epoch 43 [##########          ]  53%  loss = 0.023
   1230m: epoch 43 [##########          ]  53%  loss = 0.023
   1230m: epoch 43 [##########          ]  53%  loss = 0.020
   1230m: epoch 43 [##########          ]  54%  loss = 0.020
   1230m: epoch 43 [##########          ]  54%  loss = 0.022
   1231m: epoch 43 [##########          ]  54%  loss = 0.023
   1231m: epoch 43 [###########         ]  55%  loss = 0.022
   1231m: epoch 43 [###########         ]  55%  loss = 0.021
   1231m: epoch 43 [###########         ]  55%  loss = 0.021
   1231m: epoch 43 [###########         ]  56%  loss = 0.023
   1231m: epoch 43 [###########         ]  56%  loss = 0.022
   1231m: epoch 43 [###########         ]  56%  loss = 0.023
   1231m: epoch 43 [###########         ]  57%  loss = 0.022
   1231m: epoch 43 [###########         ]  57%  loss = 0.023
   1231m: epoch 43 [###########         ]  57%  loss = 0.022
   1232m: epoch 43 [###########         ]  58%  loss = 0.023
   1232m: epoch 43 [###########         ]  58%  loss = 0.021
   1232m: epoch 43 [###########         ]  58%  loss = 0.022
   1232m: epoch 43 [###########         ]  59%  loss = 0.023
   1232m: epoch 43 [###########         ]  59%  loss = 0.021
   1232m: epoch 43 [###########         ]  59%  loss = 0.020
   1232m: epoch 43 [############        ]  60%  loss = 0.021
   1232m: epoch 43 [############        ]  60%  loss = 0.022
   1232m: epoch 43 [############        ]  60%  loss = 0.021
   1233m: epoch 43 [############        ]  61%  loss = 0.021
   1233m: epoch 43 [############        ]  61%  loss = 0.021
   1233m: epoch 43 [############        ]  61%  loss = 0.021
   1233m: epoch 43 [############        ]  62%  loss = 0.021
   1233m: epoch 43 [############        ]  62%  loss = 0.022
   1233m: epoch 43 [############        ]  62%  loss = 0.022
   1233m: epoch 43 [############        ]  63%  loss = 0.022
   1233m: epoch 43 [############        ]  63%  loss = 0.020
   1233m: epoch 43 [############        ]  64%  loss = 0.021
   1234m: epoch 43 [############        ]  64%  loss = 0.022
   1234m: epoch 43 [############        ]  64%  loss = 0.021
   1234m: epoch 43 [#############       ]  65%  loss = 0.022
   1234m: epoch 43 [#############       ]  65%  loss = 0.023
   1234m: epoch 43 [#############       ]  65%  loss = 0.022
   1234m: epoch 43 [#############       ]  66%  loss = 0.020
   1234m: epoch 43 [#############       ]  66%  loss = 0.021
   1234m: epoch 43 [#############       ]  66%  loss = 0.021
   1234m: epoch 43 [#############       ]  67%  loss = 0.021
   1235m: epoch 43 [#############       ]  67%  loss = 0.021
   1235m: epoch 43 [#############       ]  67%  loss = 0.022
   1235m: epoch 43 [#############       ]  68%  loss = 0.024
   1235m: epoch 43 [#############       ]  68%  loss = 0.022
   1235m: epoch 43 [#############       ]  68%  loss = 0.021
   1235m: epoch 43 [#############       ]  69%  loss = 0.022
   1235m: epoch 43 [#############       ]  69%  loss = 0.022
   1235m: epoch 43 [#############       ]  69%  loss = 0.022
   1235m: epoch 43 [##############      ]  70%  loss = 0.021
   1236m: epoch 43 [##############      ]  70%  loss = 0.021
   1236m: epoch 43 [##############      ]  70%  loss = 0.023
   1236m: epoch 43 [##############      ]  71%  loss = 0.020
   1236m: epoch 43 [##############      ]  71%  loss = 0.021
   1236m: epoch 43 [##############      ]  71%  loss = 0.021
   1236m: epoch 43 [##############      ]  72%  loss = 0.022
   1236m: epoch 43 [##############      ]  72%  loss = 0.022
   1236m: epoch 43 [##############      ]  72%  loss = 0.024
   1236m: epoch 43 [##############      ]  73%  loss = 0.021
   1236m: epoch 43 [##############      ]  73%  loss = 0.021
   1237m: epoch 43 [##############      ]  74%  loss = 0.021
   1237m: epoch 43 [##############      ]  74%  loss = 0.022
   1237m: epoch 43 [##############      ]  74%  loss = 0.023
   1237m: epoch 43 [###############     ]  75%  loss = 0.022
   1237m: epoch 43 [###############     ]  75%  loss = 0.023
   1237m: epoch 43 [###############     ]  75%  loss = 0.021
   1237m: epoch 43 [###############     ]  76%  loss = 0.022
   1237m: epoch 43 [###############     ]  76%  loss = 0.021
   1237m: epoch 43 [###############     ]  76%  loss = 0.022
   1238m: epoch 43 [###############     ]  77%  loss = 0.020
   1238m: epoch 43 [###############     ]  77%  loss = 0.022
   1238m: epoch 43 [###############     ]  77%  loss = 0.022
   1238m: epoch 43 [###############     ]  78%  loss = 0.023
   1238m: epoch 43 [###############     ]  78%  loss = 0.022
   1238m: epoch 43 [###############     ]  78%  loss = 0.021
   1238m: epoch 43 [###############     ]  79%  loss = 0.024
   1238m: epoch 43 [###############     ]  79%  loss = 0.021
   1238m: epoch 43 [###############     ]  79%  loss = 0.021
   1239m: epoch 43 [################    ]  80%  loss = 0.023
   1239m: epoch 43 [################    ]  80%  loss = 0.022
   1239m: epoch 43 [################    ]  80%  loss = 0.023
   1239m: epoch 43 [################    ]  81%  loss = 0.022
   1239m: epoch 43 [################    ]  81%  loss = 0.023
   1239m: epoch 43 [################    ]  81%  loss = 0.021
   1239m: epoch 43 [################    ]  82%  loss = 0.021
   1239m: epoch 43 [################    ]  82%  loss = 0.024
   1239m: epoch 43 [################    ]  82%  loss = 0.021
   1240m: epoch 43 [################    ]  83%  loss = 0.023
   1240m: epoch 43 [################    ]  83%  loss = 0.024
   1240m: epoch 43 [################    ]  83%  loss = 0.021
   1240m: epoch 43 [################    ]  84%  loss = 0.021
   1240m: epoch 43 [################    ]  84%  loss = 0.021
   1240m: epoch 43 [#################   ]  85%  loss = 0.021
   1240m: epoch 43 [#################   ]  85%  loss = 0.022
   1240m: epoch 43 [#################   ]  85%  loss = 0.020
   1240m: epoch 43 [#################   ]  86%  loss = 0.024
   1241m: epoch 43 [#################   ]  86%  loss = 0.023
   1241m: epoch 43 [#################   ]  86%  loss = 0.022
   1241m: epoch 43 [#################   ]  87%  loss = 0.021
   1241m: epoch 43 [#################   ]  87%  loss = 0.023
   1241m: epoch 43 [#################   ]  87%  loss = 0.021
   1241m: epoch 43 [#################   ]  88%  loss = 0.022
   1241m: epoch 43 [#################   ]  88%  loss = 0.020
   1241m: epoch 43 [#################   ]  88%  loss = 0.023
   1241m: epoch 43 [#################   ]  89%  loss = 0.022
   1242m: epoch 43 [#################   ]  89%  loss = 0.022
   1242m: epoch 43 [#################   ]  89%  loss = 0.024
   1242m: epoch 43 [##################  ]  90%  loss = 0.023
   1242m: epoch 43 [##################  ]  90%  loss = 0.024
   1242m: epoch 43 [##################  ]  90%  loss = 0.021
   1242m: epoch 43 [##################  ]  91%  loss = 0.020
   1242m: epoch 43 [##################  ]  91%  loss = 0.025
   1242m: epoch 43 [##################  ]  91%  loss = 0.025
   1242m: epoch 43 [##################  ]  92%  loss = 0.023
   1242m: epoch 43 [##################  ]  92%  loss = 0.022
   1243m: epoch 43 [##################  ]  92%  loss = 0.023
   1243m: epoch 43 [##################  ]  93%  loss = 0.022
   1243m: epoch 43 [##################  ]  93%  loss = 0.022
   1243m: epoch 43 [##################  ]  93%  loss = 0.023
   1243m: epoch 43 [##################  ]  94%  loss = 0.022
   1243m: epoch 43 [##################  ]  94%  loss = 0.022
   1243m: epoch 43 [##################  ]  94%  loss = 0.022
   1243m: epoch 43 [################### ]  95%  loss = 0.022
   1243m: epoch 43 [################### ]  95%  loss = 0.023
   1244m: epoch 43 [################### ]  96%  loss = 0.023
   1244m: epoch 43 [################### ]  96%  loss = 0.023
   1244m: epoch 43 [################### ]  96%  loss = 0.022
   1244m: epoch 43 [################### ]  97%  loss = 0.022
   1244m: epoch 43 [################### ]  97%  loss = 0.023
   1244m: epoch 43 [################### ]  97%  loss = 0.023
   1244m: epoch 43 [################### ]  98%  loss = 0.022
   1244m: epoch 43 [################### ]  98%  loss = 0.022
   1244m: epoch 43 [################### ]  98%  loss = 0.024
   1245m: epoch 43 [################### ]  99%  loss = 0.023
   1245m: epoch 43 [################### ]  99%  loss = 0.023
   1245m: epoch 43 [################### ]  99%  loss = 0.023
1245m: epoch 43 [####################]  100%  loss = 0.023
epoch 43 complete, loss = 0.023
model saved as token_classification_split_3_43_0.023
   1245m: epoch 44 [                    ]  0%  loss = ...
   1245m: epoch 44 [                    ]  0%  loss = 0.019
   1245m: epoch 44 [                    ]  0%  loss = 0.021
   1245m: epoch 44 [                    ]  1%  loss = 0.019
   1245m: epoch 44 [                    ]  1%  loss = 0.019
   1245m: epoch 44 [                    ]  1%  loss = 0.020
   1246m: epoch 44 [                    ]  2%  loss = 0.020
   1246m: epoch 44 [                    ]  2%  loss = 0.020
   1246m: epoch 44 [                    ]  2%  loss = 0.021
   1246m: epoch 44 [                    ]  3%  loss = 0.020
   1246m: epoch 44 [                    ]  3%  loss = 0.019
   1246m: epoch 44 [                    ]  3%  loss = 0.019
   1246m: epoch 44 [                    ]  4%  loss = 0.020
   1246m: epoch 44 [                    ]  4%  loss = 0.019
   1246m: epoch 44 [                    ]  4%  loss = 0.020
   1247m: epoch 44 [#                   ]  5%  loss = 0.020
   1247m: epoch 44 [#                   ]  5%  loss = 0.020
   1247m: epoch 44 [#                   ]  5%  loss = 0.020
   1247m: epoch 44 [#                   ]  6%  loss = 0.019
   1247m: epoch 44 [#                   ]  6%  loss = 0.019
   1247m: epoch 44 [#                   ]  6%  loss = 0.018
   1247m: epoch 44 [#                   ]  7%  loss = 0.021
   1247m: epoch 44 [#                   ]  7%  loss = 0.020
   1247m: epoch 44 [#                   ]  7%  loss = 0.021
   1248m: epoch 44 [#                   ]  8%  loss = 0.020
   1248m: epoch 44 [#                   ]  8%  loss = 0.020
   1248m: epoch 44 [#                   ]  8%  loss = 0.019
   1248m: epoch 44 [#                   ]  9%  loss = 0.019
   1248m: epoch 44 [#                   ]  9%  loss = 0.019
   1248m: epoch 44 [#                   ]  9%  loss = 0.019
   1248m: epoch 44 [##                  ]  10%  loss = 0.021
   1248m: epoch 44 [##                  ]  10%  loss = 0.020
   1248m: epoch 44 [##                  ]  11%  loss = 0.021
   1249m: epoch 44 [##                  ]  11%  loss = 0.019
   1249m: epoch 44 [##                  ]  11%  loss = 0.020
   1249m: epoch 44 [##                  ]  12%  loss = 0.021
   1249m: epoch 44 [##                  ]  12%  loss = 0.021
   1249m: epoch 44 [##                  ]  12%  loss = 0.020
   1249m: epoch 44 [##                  ]  13%  loss = 0.021
   1249m: epoch 44 [##                  ]  13%  loss = 0.018
   1249m: epoch 44 [##                  ]  13%  loss = 0.019
   1249m: epoch 44 [##                  ]  14%  loss = 0.020
   1250m: epoch 44 [##                  ]  14%  loss = 0.022
   1250m: epoch 44 [##                  ]  14%  loss = 0.022
   1250m: epoch 44 [###                 ]  15%  loss = 0.019
   1250m: epoch 44 [###                 ]  15%  loss = 0.022
   1250m: epoch 44 [###                 ]  15%  loss = 0.021
   1250m: epoch 44 [###                 ]  16%  loss = 0.020
   1250m: epoch 44 [###                 ]  16%  loss = 0.021
   1250m: epoch 44 [###                 ]  16%  loss = 0.021
   1250m: epoch 44 [###                 ]  17%  loss = 0.021
   1251m: epoch 44 [###                 ]  17%  loss = 0.020
   1251m: epoch 44 [###                 ]  17%  loss = 0.020
   1251m: epoch 44 [###                 ]  18%  loss = 0.020
   1251m: epoch 44 [###                 ]  18%  loss = 0.021
   1251m: epoch 44 [###                 ]  18%  loss = 0.021
   1251m: epoch 44 [###                 ]  19%  loss = 0.020
   1251m: epoch 44 [###                 ]  19%  loss = 0.020
   1251m: epoch 44 [###                 ]  19%  loss = 0.019
   1251m: epoch 44 [####                ]  20%  loss = 0.021
   1252m: epoch 44 [####                ]  20%  loss = 0.020
   1252m: epoch 44 [####                ]  20%  loss = 0.022
   1252m: epoch 44 [####                ]  21%  loss = 0.022
   1252m: epoch 44 [####                ]  21%  loss = 0.021
   1252m: epoch 44 [####                ]  22%  loss = 0.020
   1252m: epoch 44 [####                ]  22%  loss = 0.022
   1252m: epoch 44 [####                ]  22%  loss = 0.022
   1252m: epoch 44 [####                ]  23%  loss = 0.019
   1252m: epoch 44 [####                ]  23%  loss = 0.021
   1253m: epoch 44 [####                ]  23%  loss = 0.021
   1253m: epoch 44 [####                ]  24%  loss = 0.021
   1253m: epoch 44 [####                ]  24%  loss = 0.021
   1253m: epoch 44 [####                ]  24%  loss = 0.021
   1253m: epoch 44 [#####               ]  25%  loss = 0.020
   1253m: epoch 44 [#####               ]  25%  loss = 0.022
   1253m: epoch 44 [#####               ]  25%  loss = 0.021
   1253m: epoch 44 [#####               ]  26%  loss = 0.021
   1253m: epoch 44 [#####               ]  26%  loss = 0.020
   1254m: epoch 44 [#####               ]  26%  loss = 0.022
   1254m: epoch 44 [#####               ]  27%  loss = 0.022
   1254m: epoch 44 [#####               ]  27%  loss = 0.021
   1254m: epoch 44 [#####               ]  27%  loss = 0.022
   1254m: epoch 44 [#####               ]  28%  loss = 0.020
   1254m: epoch 44 [#####               ]  28%  loss = 0.022
   1254m: epoch 44 [#####               ]  28%  loss = 0.021
   1254m: epoch 44 [#####               ]  29%  loss = 0.020
   1254m: epoch 44 [#####               ]  29%  loss = 0.020
   1255m: epoch 44 [#####               ]  29%  loss = 0.021
   1255m: epoch 44 [######              ]  30%  loss = 0.021
   1255m: epoch 44 [######              ]  30%  loss = 0.021
   1255m: epoch 44 [######              ]  30%  loss = 0.020
   1255m: epoch 44 [######              ]  31%  loss = 0.021
   1255m: epoch 44 [######              ]  31%  loss = 0.021
   1255m: epoch 44 [######              ]  32%  loss = 0.021
   1255m: epoch 44 [######              ]  32%  loss = 0.021
   1255m: epoch 44 [######              ]  32%  loss = 0.021
   1256m: epoch 44 [######              ]  33%  loss = 0.022
   1256m: epoch 44 [######              ]  33%  loss = 0.021
   1256m: epoch 44 [######              ]  33%  loss = 0.021
   1256m: epoch 44 [######              ]  34%  loss = 0.021
   1256m: epoch 44 [######              ]  34%  loss = 0.022
   1256m: epoch 44 [######              ]  34%  loss = 0.022
   1256m: epoch 44 [#######             ]  35%  loss = 0.021
   1256m: epoch 44 [#######             ]  35%  loss = 0.021
   1256m: epoch 44 [#######             ]  35%  loss = 0.021
   1256m: epoch 44 [#######             ]  36%  loss = 0.021
   1257m: epoch 44 [#######             ]  36%  loss = 0.021
   1257m: epoch 44 [#######             ]  36%  loss = 0.021
   1257m: epoch 44 [#######             ]  37%  loss = 0.021
   1257m: epoch 44 [#######             ]  37%  loss = 0.020
   1257m: epoch 44 [#######             ]  37%  loss = 0.018
   1257m: epoch 44 [#######             ]  38%  loss = 0.020
   1257m: epoch 44 [#######             ]  38%  loss = 0.021
   1257m: epoch 44 [#######             ]  38%  loss = 0.022
   1257m: epoch 44 [#######             ]  39%  loss = 0.022
   1258m: epoch 44 [#######             ]  39%  loss = 0.021
   1258m: epoch 44 [#######             ]  39%  loss = 0.022
   1258m: epoch 44 [########            ]  40%  loss = 0.021
   1258m: epoch 44 [########            ]  40%  loss = 0.021
   1258m: epoch 44 [########            ]  40%  loss = 0.021
   1258m: epoch 44 [########            ]  41%  loss = 0.020
   1258m: epoch 44 [########            ]  41%  loss = 0.022
   1258m: epoch 44 [########            ]  41%  loss = 0.021
   1258m: epoch 44 [########            ]  42%  loss = 0.022
   1259m: epoch 44 [########            ]  42%  loss = 0.021
   1259m: epoch 44 [########            ]  43%  loss = 0.022
   1259m: epoch 44 [########            ]  43%  loss = 0.020
   1259m: epoch 44 [########            ]  43%  loss = 0.023
   1259m: epoch 44 [########            ]  44%  loss = 0.022
   1259m: epoch 44 [########            ]  44%  loss = 0.021
   1259m: epoch 44 [########            ]  44%  loss = 0.023
   1259m: epoch 44 [#########           ]  45%  loss = 0.023
   1259m: epoch 44 [#########           ]  45%  loss = 0.022
   1260m: epoch 44 [#########           ]  45%  loss = 0.019
   1260m: epoch 44 [#########           ]  46%  loss = 0.021
   1260m: epoch 44 [#########           ]  46%  loss = 0.020
   1260m: epoch 44 [#########           ]  46%  loss = 0.021
   1260m: epoch 44 [#########           ]  47%  loss = 0.021
   1260m: epoch 44 [#########           ]  47%  loss = 0.020
   1260m: epoch 44 [#########           ]  47%  loss = 0.021
   1260m: epoch 44 [#########           ]  48%  loss = 0.021
   1260m: epoch 44 [#########           ]  48%  loss = 0.020
   1261m: epoch 44 [#########           ]  48%  loss = 0.022
   1261m: epoch 44 [#########           ]  49%  loss = 0.022
   1261m: epoch 44 [#########           ]  49%  loss = 0.022
   1261m: epoch 44 [#########           ]  49%  loss = 0.022
   1261m: epoch 44 [##########          ]  50%  loss = 0.021
   1261m: epoch 44 [##########          ]  50%  loss = 0.020
   1261m: epoch 44 [##########          ]  50%  loss = 0.022
   1261m: epoch 44 [##########          ]  51%  loss = 0.022
   1261m: epoch 44 [##########          ]  51%  loss = 0.021
   1262m: epoch 44 [##########          ]  51%  loss = 0.023
   1262m: epoch 44 [##########          ]  52%  loss = 0.021
   1262m: epoch 44 [##########          ]  52%  loss = 0.023
   1262m: epoch 44 [##########          ]  53%  loss = 0.019
   1262m: epoch 44 [##########          ]  53%  loss = 0.021
   1262m: epoch 44 [##########          ]  53%  loss = 0.021
   1262m: epoch 44 [##########          ]  54%  loss = 0.022
   1262m: epoch 44 [##########          ]  54%  loss = 0.021
   1262m: epoch 44 [##########          ]  54%  loss = 0.022
   1263m: epoch 44 [###########         ]  55%  loss = 0.022
   1263m: epoch 44 [###########         ]  55%  loss = 0.022
   1263m: epoch 44 [###########         ]  55%  loss = 0.022
   1263m: epoch 44 [###########         ]  56%  loss = 0.021
   1263m: epoch 44 [###########         ]  56%  loss = 0.020
   1263m: epoch 44 [###########         ]  56%  loss = 0.023
   1263m: epoch 44 [###########         ]  57%  loss = 0.020
   1263m: epoch 44 [###########         ]  57%  loss = 0.022
   1263m: epoch 44 [###########         ]  57%  loss = 0.021
   1264m: epoch 44 [###########         ]  58%  loss = 0.022
   1264m: epoch 44 [###########         ]  58%  loss = 0.022
   1264m: epoch 44 [###########         ]  58%  loss = 0.022
   1264m: epoch 44 [###########         ]  59%  loss = 0.020
   1264m: epoch 44 [###########         ]  59%  loss = 0.022
   1264m: epoch 44 [###########         ]  59%  loss = 0.021
   1264m: epoch 44 [############        ]  60%  loss = 0.023
   1264m: epoch 44 [############        ]  60%  loss = 0.022
   1264m: epoch 44 [############        ]  60%  loss = 0.022
   1265m: epoch 44 [############        ]  61%  loss = 0.022
   1265m: epoch 44 [############        ]  61%  loss = 0.023
   1265m: epoch 44 [############        ]  61%  loss = 0.021
   1265m: epoch 44 [############        ]  62%  loss = 0.023
   1265m: epoch 44 [############        ]  62%  loss = 0.023
   1265m: epoch 44 [############        ]  62%  loss = 0.021
   1265m: epoch 44 [############        ]  63%  loss = 0.022
   1265m: epoch 44 [############        ]  63%  loss = 0.023
   1265m: epoch 44 [############        ]  64%  loss = 0.022
   1266m: epoch 44 [############        ]  64%  loss = 0.021
   1266m: epoch 44 [############        ]  64%  loss = 0.021
   1266m: epoch 44 [#############       ]  65%  loss = 0.021
   1266m: epoch 44 [#############       ]  65%  loss = 0.022
   1266m: epoch 44 [#############       ]  65%  loss = 0.023
   1266m: epoch 44 [#############       ]  66%  loss = 0.021
   1266m: epoch 44 [#############       ]  66%  loss = 0.021
   1266m: epoch 44 [#############       ]  66%  loss = 0.020
   1266m: epoch 44 [#############       ]  67%  loss = 0.021
   1267m: epoch 44 [#############       ]  67%  loss = 0.022
   1267m: epoch 44 [#############       ]  67%  loss = 0.022
   1267m: epoch 44 [#############       ]  68%  loss = 0.021
   1267m: epoch 44 [#############       ]  68%  loss = 0.020
   1267m: epoch 44 [#############       ]  68%  loss = 0.021
   1267m: epoch 44 [#############       ]  69%  loss = 0.022
   1267m: epoch 44 [#############       ]  69%  loss = 0.021
   1267m: epoch 44 [#############       ]  69%  loss = 0.022
   1267m: epoch 44 [##############      ]  70%  loss = 0.022
   1267m: epoch 44 [##############      ]  70%  loss = 0.022
   1268m: epoch 44 [##############      ]  70%  loss = 0.022
   1268m: epoch 44 [##############      ]  71%  loss = 0.024
   1268m: epoch 44 [##############      ]  71%  loss = 0.023
   1268m: epoch 44 [##############      ]  71%  loss = 0.021
   1268m: epoch 44 [##############      ]  72%  loss = 0.022
   1268m: epoch 44 [##############      ]  72%  loss = 0.021
   1268m: epoch 44 [##############      ]  72%  loss = 0.021
   1268m: epoch 44 [##############      ]  73%  loss = 0.021
   1268m: epoch 44 [##############      ]  73%  loss = 0.022
   1269m: epoch 44 [##############      ]  74%  loss = 0.022
   1269m: epoch 44 [##############      ]  74%  loss = 0.022
   1269m: epoch 44 [##############      ]  74%  loss = 0.021
   1269m: epoch 44 [###############     ]  75%  loss = 0.021
   1269m: epoch 44 [###############     ]  75%  loss = 0.023
   1269m: epoch 44 [###############     ]  75%  loss = 0.022
   1269m: epoch 44 [###############     ]  76%  loss = 0.024
   1269m: epoch 44 [###############     ]  76%  loss = 0.023
   1269m: epoch 44 [###############     ]  76%  loss = 0.021
   1270m: epoch 44 [###############     ]  77%  loss = 0.023
   1270m: epoch 44 [###############     ]  77%  loss = 0.021
   1270m: epoch 44 [###############     ]  77%  loss = 0.022
   1270m: epoch 44 [###############     ]  78%  loss = 0.022
   1270m: epoch 44 [###############     ]  78%  loss = 0.022
   1270m: epoch 44 [###############     ]  78%  loss = 0.022
   1270m: epoch 44 [###############     ]  79%  loss = 0.022
   1270m: epoch 44 [###############     ]  79%  loss = 0.022
   1270m: epoch 44 [###############     ]  79%  loss = 0.024
   1271m: epoch 44 [################    ]  80%  loss = 0.022
   1271m: epoch 44 [################    ]  80%  loss = 0.024
   1271m: epoch 44 [################    ]  80%  loss = 0.021
   1271m: epoch 44 [################    ]  81%  loss = 0.020
   1271m: epoch 44 [################    ]  81%  loss = 0.022
   1271m: epoch 44 [################    ]  81%  loss = 0.021
   1271m: epoch 44 [################    ]  82%  loss = 0.021
   1271m: epoch 44 [################    ]  82%  loss = 0.020
   1271m: epoch 44 [################    ]  82%  loss = 0.023
   1272m: epoch 44 [################    ]  83%  loss = 0.022
   1272m: epoch 44 [################    ]  83%  loss = 0.023
   1272m: epoch 44 [################    ]  83%  loss = 0.022
   1272m: epoch 44 [################    ]  84%  loss = 0.023
   1272m: epoch 44 [################    ]  84%  loss = 0.021
   1272m: epoch 44 [#################   ]  85%  loss = 0.022
   1272m: epoch 44 [#################   ]  85%  loss = 0.021
   1272m: epoch 44 [#################   ]  85%  loss = 0.022
   1272m: epoch 44 [#################   ]  86%  loss = 0.021
   1273m: epoch 44 [#################   ]  86%  loss = 0.023
   1273m: epoch 44 [#################   ]  86%  loss = 0.021
   1273m: epoch 44 [#################   ]  87%  loss = 0.022
   1273m: epoch 44 [#################   ]  87%  loss = 0.022
   1273m: epoch 44 [#################   ]  87%  loss = 0.021
   1273m: epoch 44 [#################   ]  88%  loss = 0.022
   1273m: epoch 44 [#################   ]  88%  loss = 0.020
   1273m: epoch 44 [#################   ]  88%  loss = 0.024
   1273m: epoch 44 [#################   ]  89%  loss = 0.022
   1273m: epoch 44 [#################   ]  89%  loss = 0.021
   1274m: epoch 44 [#################   ]  89%  loss = 0.022
   1274m: epoch 44 [##################  ]  90%  loss = 0.023
   1274m: epoch 44 [##################  ]  90%  loss = 0.023
   1274m: epoch 44 [##################  ]  90%  loss = 0.023
   1274m: epoch 44 [##################  ]  91%  loss = 0.024
   1274m: epoch 44 [##################  ]  91%  loss = 0.022
   1274m: epoch 44 [##################  ]  91%  loss = 0.023
   1274m: epoch 44 [##################  ]  92%  loss = 0.022
   1274m: epoch 44 [##################  ]  92%  loss = 0.023
   1275m: epoch 44 [##################  ]  92%  loss = 0.022
   1275m: epoch 44 [##################  ]  93%  loss = 0.023
   1275m: epoch 44 [##################  ]  93%  loss = 0.022
   1275m: epoch 44 [##################  ]  93%  loss = 0.023
   1275m: epoch 44 [##################  ]  94%  loss = 0.021
   1275m: epoch 44 [##################  ]  94%  loss = 0.021
   1275m: epoch 44 [##################  ]  94%  loss = 0.023
   1275m: epoch 44 [################### ]  95%  loss = 0.023
   1275m: epoch 44 [################### ]  95%  loss = 0.022
   1276m: epoch 44 [################### ]  96%  loss = 0.023
   1276m: epoch 44 [################### ]  96%  loss = 0.021
   1276m: epoch 44 [################### ]  96%  loss = 0.020
   1276m: epoch 44 [################### ]  97%  loss = 0.022
   1276m: epoch 44 [################### ]  97%  loss = 0.022
   1276m: epoch 44 [################### ]  97%  loss = 0.021
   1276m: epoch 44 [################### ]  98%  loss = 0.024
   1276m: epoch 44 [################### ]  98%  loss = 0.022
   1276m: epoch 44 [################### ]  98%  loss = 0.024
   1277m: epoch 44 [################### ]  99%  loss = 0.024
   1277m: epoch 44 [################### ]  99%  loss = 0.023
   1277m: epoch 44 [################### ]  99%  loss = 0.022
1277m: epoch 44 [####################]  100%  loss = 0.022
epoch 44 complete, loss = 0.022
model saved as token_classification_split_3_44_0.022
   1277m: epoch 45 [                    ]  0%  loss = ...
   1277m: epoch 45 [                    ]  0%  loss = 0.022
   1277m: epoch 45 [                    ]  0%  loss = 0.019
   1277m: epoch 45 [                    ]  1%  loss = 0.018
   1277m: epoch 45 [                    ]  1%  loss = 0.020
   1277m: epoch 45 [                    ]  1%  loss = 0.020
   1278m: epoch 45 [                    ]  2%  loss = 0.018
   1278m: epoch 45 [                    ]  2%  loss = 0.019
   1278m: epoch 45 [                    ]  2%  loss = 0.020
   1278m: epoch 45 [                    ]  3%  loss = 0.018
   1278m: epoch 45 [                    ]  3%  loss = 0.021
   1278m: epoch 45 [                    ]  3%  loss = 0.020
   1278m: epoch 45 [                    ]  4%  loss = 0.019
   1278m: epoch 45 [                    ]  4%  loss = 0.019
   1278m: epoch 45 [                    ]  4%  loss = 0.019
   1278m: epoch 45 [#                   ]  5%  loss = 0.020
   1279m: epoch 45 [#                   ]  5%  loss = 0.019
   1279m: epoch 45 [#                   ]  5%  loss = 0.018
   1279m: epoch 45 [#                   ]  6%  loss = 0.021
   1279m: epoch 45 [#                   ]  6%  loss = 0.021
   1279m: epoch 45 [#                   ]  6%  loss = 0.019
   1279m: epoch 45 [#                   ]  7%  loss = 0.020
   1279m: epoch 45 [#                   ]  7%  loss = 0.021
   1279m: epoch 45 [#                   ]  7%  loss = 0.018
   1279m: epoch 45 [#                   ]  8%  loss = 0.020
   1280m: epoch 45 [#                   ]  8%  loss = 0.022
   1280m: epoch 45 [#                   ]  8%  loss = 0.019
   1280m: epoch 45 [#                   ]  9%  loss = 0.020
   1280m: epoch 45 [#                   ]  9%  loss = 0.019
   1280m: epoch 45 [#                   ]  9%  loss = 0.019
   1280m: epoch 45 [##                  ]  10%  loss = 0.020
   1280m: epoch 45 [##                  ]  10%  loss = 0.019
   1280m: epoch 45 [##                  ]  11%  loss = 0.019
   1280m: epoch 45 [##                  ]  11%  loss = 0.019
   1281m: epoch 45 [##                  ]  11%  loss = 0.020
   1281m: epoch 45 [##                  ]  12%  loss = 0.021
   1281m: epoch 45 [##                  ]  12%  loss = 0.021
   1281m: epoch 45 [##                  ]  12%  loss = 0.020
   1281m: epoch 45 [##                  ]  13%  loss = 0.020
   1281m: epoch 45 [##                  ]  13%  loss = 0.020
   1281m: epoch 45 [##                  ]  13%  loss = 0.020
   1281m: epoch 45 [##                  ]  14%  loss = 0.019
   1281m: epoch 45 [##                  ]  14%  loss = 0.020
   1282m: epoch 45 [##                  ]  14%  loss = 0.019
   1282m: epoch 45 [###                 ]  15%  loss = 0.021
   1282m: epoch 45 [###                 ]  15%  loss = 0.019
   1282m: epoch 45 [###                 ]  15%  loss = 0.020
   1282m: epoch 45 [###                 ]  16%  loss = 0.019
   1282m: epoch 45 [###                 ]  16%  loss = 0.021
   1282m: epoch 45 [###                 ]  16%  loss = 0.022
   1282m: epoch 45 [###                 ]  17%  loss = 0.019
   1282m: epoch 45 [###                 ]  17%  loss = 0.020
   1283m: epoch 45 [###                 ]  17%  loss = 0.021
   1283m: epoch 45 [###                 ]  18%  loss = 0.021
   1283m: epoch 45 [###                 ]  18%  loss = 0.019
   1283m: epoch 45 [###                 ]  18%  loss = 0.022
   1283m: epoch 45 [###                 ]  19%  loss = 0.019
   1283m: epoch 45 [###                 ]  19%  loss = 0.020
   1283m: epoch 45 [###                 ]  19%  loss = 0.021
   1283m: epoch 45 [####                ]  20%  loss = 0.019
   1283m: epoch 45 [####                ]  20%  loss = 0.020
   1284m: epoch 45 [####                ]  20%  loss = 0.022
   1284m: epoch 45 [####                ]  21%  loss = 0.020
   1284m: epoch 45 [####                ]  21%  loss = 0.020
   1284m: epoch 45 [####                ]  22%  loss = 0.022
   1284m: epoch 45 [####                ]  22%  loss = 0.022
   1284m: epoch 45 [####                ]  22%  loss = 0.019
   1284m: epoch 45 [####                ]  23%  loss = 0.021
   1284m: epoch 45 [####                ]  23%  loss = 0.022
   1284m: epoch 45 [####                ]  23%  loss = 0.021
   1285m: epoch 45 [####                ]  24%  loss = 0.020
   1285m: epoch 45 [####                ]  24%  loss = 0.021
   1285m: epoch 45 [####                ]  24%  loss = 0.020
   1285m: epoch 45 [#####               ]  25%  loss = 0.022
   1285m: epoch 45 [#####               ]  25%  loss = 0.021
   1285m: epoch 45 [#####               ]  25%  loss = 0.020
   1285m: epoch 45 [#####               ]  26%  loss = 0.021
   1285m: epoch 45 [#####               ]  26%  loss = 0.020
   1285m: epoch 45 [#####               ]  26%  loss = 0.021
   1285m: epoch 45 [#####               ]  27%  loss = 0.021
   1286m: epoch 45 [#####               ]  27%  loss = 0.020
   1286m: epoch 45 [#####               ]  27%  loss = 0.022
   1286m: epoch 45 [#####               ]  28%  loss = 0.020
   1286m: epoch 45 [#####               ]  28%  loss = 0.020
   1286m: epoch 45 [#####               ]  28%  loss = 0.021
   1286m: epoch 45 [#####               ]  29%  loss = 0.021
   1286m: epoch 45 [#####               ]  29%  loss = 0.021
   1286m: epoch 45 [#####               ]  29%  loss = 0.021
   1286m: epoch 45 [######              ]  30%  loss = 0.021
   1287m: epoch 45 [######              ]  30%  loss = 0.018
   1287m: epoch 45 [######              ]  30%  loss = 0.020
   1287m: epoch 45 [######              ]  31%  loss = 0.020
   1287m: epoch 45 [######              ]  31%  loss = 0.021
   1287m: epoch 45 [######              ]  32%  loss = 0.022
   1287m: epoch 45 [######              ]  32%  loss = 0.020
   1287m: epoch 45 [######              ]  32%  loss = 0.021
   1287m: epoch 45 [######              ]  33%  loss = 0.021
   1287m: epoch 45 [######              ]  33%  loss = 0.020
   1288m: epoch 45 [######              ]  33%  loss = 0.022
   1288m: epoch 45 [######              ]  34%  loss = 0.021
   1288m: epoch 45 [######              ]  34%  loss = 0.020
   1288m: epoch 45 [######              ]  34%  loss = 0.020
   1288m: epoch 45 [#######             ]  35%  loss = 0.021
   1288m: epoch 45 [#######             ]  35%  loss = 0.020
   1288m: epoch 45 [#######             ]  35%  loss = 0.020
   1288m: epoch 45 [#######             ]  36%  loss = 0.021
   1288m: epoch 45 [#######             ]  36%  loss = 0.022
   1289m: epoch 45 [#######             ]  36%  loss = 0.021
   1289m: epoch 45 [#######             ]  37%  loss = 0.021
   1289m: epoch 45 [#######             ]  37%  loss = 0.021
   1289m: epoch 45 [#######             ]  37%  loss = 0.020
   1289m: epoch 45 [#######             ]  38%  loss = 0.022
   1289m: epoch 45 [#######             ]  38%  loss = 0.021
   1289m: epoch 45 [#######             ]  38%  loss = 0.022
   1289m: epoch 45 [#######             ]  39%  loss = 0.021
   1289m: epoch 45 [#######             ]  39%  loss = 0.020
   1290m: epoch 45 [#######             ]  39%  loss = 0.021
   1290m: epoch 45 [########            ]  40%  loss = 0.022
   1290m: epoch 45 [########            ]  40%  loss = 0.021
   1290m: epoch 45 [########            ]  40%  loss = 0.022
   1290m: epoch 45 [########            ]  41%  loss = 0.022
   1290m: epoch 45 [########            ]  41%  loss = 0.020
   1290m: epoch 45 [########            ]  41%  loss = 0.023
   1290m: epoch 45 [########            ]  42%  loss = 0.020
   1290m: epoch 45 [########            ]  42%  loss = 0.021
   1291m: epoch 45 [########            ]  43%  loss = 0.022
   1291m: epoch 45 [########            ]  43%  loss = 0.022
   1291m: epoch 45 [########            ]  43%  loss = 0.022
   1291m: epoch 45 [########            ]  44%  loss = 0.021
   1291m: epoch 45 [########            ]  44%  loss = 0.020
   1291m: epoch 45 [########            ]  44%  loss = 0.020
   1291m: epoch 45 [#########           ]  45%  loss = 0.021
   1291m: epoch 45 [#########           ]  45%  loss = 0.021
   1291m: epoch 45 [#########           ]  45%  loss = 0.023
   1292m: epoch 45 [#########           ]  46%  loss = 0.020
   1292m: epoch 45 [#########           ]  46%  loss = 0.021
   1292m: epoch 45 [#########           ]  46%  loss = 0.022
   1292m: epoch 45 [#########           ]  47%  loss = 0.022
   1292m: epoch 45 [#########           ]  47%  loss = 0.021
   1292m: epoch 45 [#########           ]  47%  loss = 0.021
   1292m: epoch 45 [#########           ]  48%  loss = 0.020
   1292m: epoch 45 [#########           ]  48%  loss = 0.021
   1292m: epoch 45 [#########           ]  48%  loss = 0.022
   1293m: epoch 45 [#########           ]  49%  loss = 0.021
   1293m: epoch 45 [#########           ]  49%  loss = 0.021
   1293m: epoch 45 [#########           ]  49%  loss = 0.021
   1293m: epoch 45 [##########          ]  50%  loss = 0.022
   1293m: epoch 45 [##########          ]  50%  loss = 0.022
   1293m: epoch 45 [##########          ]  50%  loss = 0.020
   1293m: epoch 45 [##########          ]  51%  loss = 0.022
   1293m: epoch 45 [##########          ]  51%  loss = 0.023
   1293m: epoch 45 [##########          ]  51%  loss = 0.021
   1294m: epoch 45 [##########          ]  52%  loss = 0.024
   1294m: epoch 45 [##########          ]  52%  loss = 0.023
   1294m: epoch 45 [##########          ]  53%  loss = 0.021
   1294m: epoch 45 [##########          ]  53%  loss = 0.021
   1294m: epoch 45 [##########          ]  53%  loss = 0.021
   1294m: epoch 45 [##########          ]  54%  loss = 0.020
   1294m: epoch 45 [##########          ]  54%  loss = 0.020
   1294m: epoch 45 [##########          ]  54%  loss = 0.020
   1294m: epoch 45 [###########         ]  55%  loss = 0.021
   1294m: epoch 45 [###########         ]  55%  loss = 0.022
   1295m: epoch 45 [###########         ]  55%  loss = 0.021
   1295m: epoch 45 [###########         ]  56%  loss = 0.022
   1295m: epoch 45 [###########         ]  56%  loss = 0.023
   1295m: epoch 45 [###########         ]  56%  loss = 0.022
   1295m: epoch 45 [###########         ]  57%  loss = 0.021
   1295m: epoch 45 [###########         ]  57%  loss = 0.019
   1295m: epoch 45 [###########         ]  57%  loss = 0.020
   1295m: epoch 45 [###########         ]  58%  loss = 0.021
   1295m: epoch 45 [###########         ]  58%  loss = 0.021
   1296m: epoch 45 [###########         ]  58%  loss = 0.022
   1296m: epoch 45 [###########         ]  59%  loss = 0.021
   1296m: epoch 45 [###########         ]  59%  loss = 0.021
   1296m: epoch 45 [###########         ]  59%  loss = 0.021
   1296m: epoch 45 [############        ]  60%  loss = 0.021
   1296m: epoch 45 [############        ]  60%  loss = 0.022
   1296m: epoch 45 [############        ]  60%  loss = 0.022
   1296m: epoch 45 [############        ]  61%  loss = 0.022
   1296m: epoch 45 [############        ]  61%  loss = 0.022
   1297m: epoch 45 [############        ]  61%  loss = 0.021
   1297m: epoch 45 [############        ]  62%  loss = 0.022
   1297m: epoch 45 [############        ]  62%  loss = 0.021
   1297m: epoch 45 [############        ]  62%  loss = 0.021
   1297m: epoch 45 [############        ]  63%  loss = 0.021
   1297m: epoch 45 [############        ]  63%  loss = 0.021
   1297m: epoch 45 [############        ]  64%  loss = 0.024
   1297m: epoch 45 [############        ]  64%  loss = 0.021
   1297m: epoch 45 [############        ]  64%  loss = 0.020
   1298m: epoch 45 [#############       ]  65%  loss = 0.021
   1298m: epoch 45 [#############       ]  65%  loss = 0.020
   1298m: epoch 45 [#############       ]  65%  loss = 0.022
   1298m: epoch 45 [#############       ]  66%  loss = 0.022
   1298m: epoch 45 [#############       ]  66%  loss = 0.020
   1298m: epoch 45 [#############       ]  66%  loss = 0.024
   1298m: epoch 45 [#############       ]  67%  loss = 0.021
   1298m: epoch 45 [#############       ]  67%  loss = 0.022
   1298m: epoch 45 [#############       ]  67%  loss = 0.022
   1299m: epoch 45 [#############       ]  68%  loss = 0.020
   1299m: epoch 45 [#############       ]  68%  loss = 0.022
   1299m: epoch 45 [#############       ]  68%  loss = 0.021
   1299m: epoch 45 [#############       ]  69%  loss = 0.022
   1299m: epoch 45 [#############       ]  69%  loss = 0.022
   1299m: epoch 45 [#############       ]  69%  loss = 0.022
   1299m: epoch 45 [##############      ]  70%  loss = 0.020
   1299m: epoch 45 [##############      ]  70%  loss = 0.024
   1299m: epoch 45 [##############      ]  70%  loss = 0.022
   1300m: epoch 45 [##############      ]  71%  loss = 0.021
   1300m: epoch 45 [##############      ]  71%  loss = 0.023
   1300m: epoch 45 [##############      ]  71%  loss = 0.020
   1300m: epoch 45 [##############      ]  72%  loss = 0.022
   1300m: epoch 45 [##############      ]  72%  loss = 0.022
   1300m: epoch 45 [##############      ]  72%  loss = 0.022
   1300m: epoch 45 [##############      ]  73%  loss = 0.022
   1300m: epoch 45 [##############      ]  73%  loss = 0.022
   1300m: epoch 45 [##############      ]  74%  loss = 0.023
   1301m: epoch 45 [##############      ]  74%  loss = 0.022
   1301m: epoch 45 [##############      ]  74%  loss = 0.022
   1301m: epoch 45 [###############     ]  75%  loss = 0.021
   1301m: epoch 45 [###############     ]  75%  loss = 0.021
   1301m: epoch 45 [###############     ]  75%  loss = 0.019
   1301m: epoch 45 [###############     ]  76%  loss = 0.023
   1301m: epoch 45 [###############     ]  76%  loss = 0.022
   1301m: epoch 45 [###############     ]  76%  loss = 0.021
   1301m: epoch 45 [###############     ]  77%  loss = 0.022
   1302m: epoch 45 [###############     ]  77%  loss = 0.021
   1302m: epoch 45 [###############     ]  77%  loss = 0.021
   1302m: epoch 45 [###############     ]  78%  loss = 0.022
   1302m: epoch 45 [###############     ]  78%  loss = 0.023
   1302m: epoch 45 [###############     ]  78%  loss = 0.021
   1302m: epoch 45 [###############     ]  79%  loss = 0.020
   1302m: epoch 45 [###############     ]  79%  loss = 0.022
   1302m: epoch 45 [###############     ]  79%  loss = 0.022
   1302m: epoch 45 [################    ]  80%  loss = 0.021
   1303m: epoch 45 [################    ]  80%  loss = 0.023
   1303m: epoch 45 [################    ]  80%  loss = 0.022
   1303m: epoch 45 [################    ]  81%  loss = 0.023
   1303m: epoch 45 [################    ]  81%  loss = 0.021
   1303m: epoch 45 [################    ]  81%  loss = 0.022
   1303m: epoch 45 [################    ]  82%  loss = 0.022
   1303m: epoch 45 [################    ]  82%  loss = 0.022
   1303m: epoch 45 [################    ]  82%  loss = 0.023
   1303m: epoch 45 [################    ]  83%  loss = 0.022
   1304m: epoch 45 [################    ]  83%  loss = 0.021
   1304m: epoch 45 [################    ]  83%  loss = 0.022
   1304m: epoch 45 [################    ]  84%  loss = 0.022
   1304m: epoch 45 [################    ]  84%  loss = 0.023
   1304m: epoch 45 [#################   ]  85%  loss = 0.021
   1304m: epoch 45 [#################   ]  85%  loss = 0.021
   1304m: epoch 45 [#################   ]  85%  loss = 0.023
   1304m: epoch 45 [#################   ]  86%  loss = 0.022
   1304m: epoch 45 [#################   ]  86%  loss = 0.023
   1305m: epoch 45 [#################   ]  86%  loss = 0.022
   1305m: epoch 45 [#################   ]  87%  loss = 0.022
   1305m: epoch 45 [#################   ]  87%  loss = 0.022
   1305m: epoch 45 [#################   ]  87%  loss = 0.022
   1305m: epoch 45 [#################   ]  88%  loss = 0.022
   1305m: epoch 45 [#################   ]  88%  loss = 0.022
   1305m: epoch 45 [#################   ]  88%  loss = 0.022
   1305m: epoch 45 [#################   ]  89%  loss = 0.022
   1305m: epoch 45 [#################   ]  89%  loss = 0.022
   1306m: epoch 45 [#################   ]  89%  loss = 0.022
   1306m: epoch 45 [##################  ]  90%  loss = 0.023
   1306m: epoch 45 [##################  ]  90%  loss = 0.021
   1306m: epoch 45 [##################  ]  90%  loss = 0.022
   1306m: epoch 45 [##################  ]  91%  loss = 0.022
   1306m: epoch 45 [##################  ]  91%  loss = 0.023
   1306m: epoch 45 [##################  ]  91%  loss = 0.022
   1306m: epoch 45 [##################  ]  92%  loss = 0.024
   1306m: epoch 45 [##################  ]  92%  loss = 0.022
   1307m: epoch 45 [##################  ]  92%  loss = 0.022
   1307m: epoch 45 [##################  ]  93%  loss = 0.023
   1307m: epoch 45 [##################  ]  93%  loss = 0.020
   1307m: epoch 45 [##################  ]  93%  loss = 0.021
   1307m: epoch 45 [##################  ]  94%  loss = 0.022
   1307m: epoch 45 [##################  ]  94%  loss = 0.022
   1307m: epoch 45 [##################  ]  94%  loss = 0.021
   1307m: epoch 45 [################### ]  95%  loss = 0.021
   1307m: epoch 45 [################### ]  95%  loss = 0.021
   1308m: epoch 45 [################### ]  96%  loss = 0.022
   1308m: epoch 45 [################### ]  96%  loss = 0.021
   1308m: epoch 45 [################### ]  96%  loss = 0.022
   1308m: epoch 45 [################### ]  97%  loss = 0.021
   1308m: epoch 45 [################### ]  97%  loss = 0.022
   1308m: epoch 45 [################### ]  97%  loss = 0.022
   1308m: epoch 45 [################### ]  98%  loss = 0.022
   1308m: epoch 45 [################### ]  98%  loss = 0.022
   1308m: epoch 45 [################### ]  98%  loss = 0.022
   1309m: epoch 45 [################### ]  99%  loss = 0.023
   1309m: epoch 45 [################### ]  99%  loss = 0.021
   1309m: epoch 45 [################### ]  99%  loss = 0.023
1309m: epoch 45 [####################]  100%  loss = 0.023
epoch 45 complete, loss = 0.023
model saved as token_classification_split_3_45_0.023
   1309m: epoch 46 [                    ]  0%  loss = ...
   1309m: epoch 46 [                    ]  0%  loss = 0.018
   1309m: epoch 46 [                    ]  0%  loss = 0.018
   1309m: epoch 46 [                    ]  1%  loss = 0.020
   1309m: epoch 46 [                    ]  1%  loss = 0.019
   1309m: epoch 46 [                    ]  1%  loss = 0.019
   1310m: epoch 46 [                    ]  2%  loss = 0.019
   1310m: epoch 46 [                    ]  2%  loss = 0.020
   1310m: epoch 46 [                    ]  2%  loss = 0.021
   1310m: epoch 46 [                    ]  3%  loss = 0.020
   1310m: epoch 46 [                    ]  3%  loss = 0.019
   1310m: epoch 46 [                    ]  3%  loss = 0.021
   1310m: epoch 46 [                    ]  4%  loss = 0.020
   1310m: epoch 46 [                    ]  4%  loss = 0.020
   1310m: epoch 46 [                    ]  4%  loss = 0.020
   1311m: epoch 46 [#                   ]  5%  loss = 0.020
   1311m: epoch 46 [#                   ]  5%  loss = 0.020
   1311m: epoch 46 [#                   ]  5%  loss = 0.020
   1311m: epoch 46 [#                   ]  6%  loss = 0.019
   1311m: epoch 46 [#                   ]  6%  loss = 0.020
   1311m: epoch 46 [#                   ]  6%  loss = 0.021
   1311m: epoch 46 [#                   ]  7%  loss = 0.020
   1311m: epoch 46 [#                   ]  7%  loss = 0.020
   1311m: epoch 46 [#                   ]  7%  loss = 0.019
   1312m: epoch 46 [#                   ]  8%  loss = 0.019
   1312m: epoch 46 [#                   ]  8%  loss = 0.020
   1312m: epoch 46 [#                   ]  8%  loss = 0.022
   1312m: epoch 46 [#                   ]  9%  loss = 0.019
   1312m: epoch 46 [#                   ]  9%  loss = 0.020
   1312m: epoch 46 [#                   ]  9%  loss = 0.020
   1312m: epoch 46 [##                  ]  10%  loss = 0.020
   1312m: epoch 46 [##                  ]  10%  loss = 0.020
   1312m: epoch 46 [##                  ]  11%  loss = 0.020
   1313m: epoch 46 [##                  ]  11%  loss = 0.019
   1313m: epoch 46 [##                  ]  11%  loss = 0.019
   1313m: epoch 46 [##                  ]  12%  loss = 0.020
   1313m: epoch 46 [##                  ]  12%  loss = 0.020
   1313m: epoch 46 [##                  ]  12%  loss = 0.020
   1313m: epoch 46 [##                  ]  13%  loss = 0.020
   1313m: epoch 46 [##                  ]  13%  loss = 0.019
   1313m: epoch 46 [##                  ]  13%  loss = 0.021
   1313m: epoch 46 [##                  ]  14%  loss = 0.021
   1314m: epoch 46 [##                  ]  14%  loss = 0.020
   1314m: epoch 46 [##                  ]  14%  loss = 0.019
   1314m: epoch 46 [###                 ]  15%  loss = 0.019
   1314m: epoch 46 [###                 ]  15%  loss = 0.020
   1314m: epoch 46 [###                 ]  15%  loss = 0.019
   1314m: epoch 46 [###                 ]  16%  loss = 0.022
   1314m: epoch 46 [###                 ]  16%  loss = 0.020
   1314m: epoch 46 [###                 ]  16%  loss = 0.021
   1314m: epoch 46 [###                 ]  17%  loss = 0.020
   1315m: epoch 46 [###                 ]  17%  loss = 0.020
   1315m: epoch 46 [###                 ]  17%  loss = 0.019
   1315m: epoch 46 [###                 ]  18%  loss = 0.020
   1315m: epoch 46 [###                 ]  18%  loss = 0.021
   1315m: epoch 46 [###                 ]  18%  loss = 0.021
   1315m: epoch 46 [###                 ]  19%  loss = 0.021
   1315m: epoch 46 [###                 ]  19%  loss = 0.019
   1315m: epoch 46 [###                 ]  19%  loss = 0.021
   1315m: epoch 46 [####                ]  20%  loss = 0.020
   1316m: epoch 46 [####                ]  20%  loss = 0.021
   1316m: epoch 46 [####                ]  20%  loss = 0.019
   1316m: epoch 46 [####                ]  21%  loss = 0.020
   1316m: epoch 46 [####                ]  21%  loss = 0.019
   1316m: epoch 46 [####                ]  22%  loss = 0.020
   1316m: epoch 46 [####                ]  22%  loss = 0.021
   1316m: epoch 46 [####                ]  22%  loss = 0.020
   1316m: epoch 46 [####                ]  23%  loss = 0.020
   1316m: epoch 46 [####                ]  23%  loss = 0.019
   1317m: epoch 46 [####                ]  23%  loss = 0.020
   1317m: epoch 46 [####                ]  24%  loss = 0.018
   1317m: epoch 46 [####                ]  24%  loss = 0.020
   1317m: epoch 46 [####                ]  24%  loss = 0.021
   1317m: epoch 46 [#####               ]  25%  loss = 0.020
   1317m: epoch 46 [#####               ]  25%  loss = 0.022
   1317m: epoch 46 [#####               ]  25%  loss = 0.020
   1317m: epoch 46 [#####               ]  26%  loss = 0.019
   1317m: epoch 46 [#####               ]  26%  loss = 0.020
   1318m: epoch 46 [#####               ]  26%  loss = 0.021
   1318m: epoch 46 [#####               ]  27%  loss = 0.021
   1318m: epoch 46 [#####               ]  27%  loss = 0.019
   1318m: epoch 46 [#####               ]  27%  loss = 0.021
   1318m: epoch 46 [#####               ]  28%  loss = 0.019
   1318m: epoch 46 [#####               ]  28%  loss = 0.021
   1318m: epoch 46 [#####               ]  28%  loss = 0.022
   1318m: epoch 46 [#####               ]  29%  loss = 0.021
   1318m: epoch 46 [#####               ]  29%  loss = 0.022
   1319m: epoch 46 [#####               ]  29%  loss = 0.021
   1319m: epoch 46 [######              ]  30%  loss = 0.022
   1319m: epoch 46 [######              ]  30%  loss = 0.021
   1319m: epoch 46 [######              ]  30%  loss = 0.021
   1319m: epoch 46 [######              ]  31%  loss = 0.021
   1319m: epoch 46 [######              ]  31%  loss = 0.021
   1319m: epoch 46 [######              ]  32%  loss = 0.022
   1319m: epoch 46 [######              ]  32%  loss = 0.022
   1319m: epoch 46 [######              ]  32%  loss = 0.023
   1320m: epoch 46 [######              ]  33%  loss = 0.020
   1320m: epoch 46 [######              ]  33%  loss = 0.022
   1320m: epoch 46 [######              ]  33%  loss = 0.021
   1320m: epoch 46 [######              ]  34%  loss = 0.019
   1320m: epoch 46 [######              ]  34%  loss = 0.020
   1320m: epoch 46 [######              ]  34%  loss = 0.021
   1320m: epoch 46 [#######             ]  35%  loss = 0.020
   1320m: epoch 46 [#######             ]  35%  loss = 0.020
   1320m: epoch 46 [#######             ]  35%  loss = 0.020
   1321m: epoch 46 [#######             ]  36%  loss = 0.022
   1321m: epoch 46 [#######             ]  36%  loss = 0.020
   1321m: epoch 46 [#######             ]  36%  loss = 0.021
   1321m: epoch 46 [#######             ]  37%  loss = 0.021
   1321m: epoch 46 [#######             ]  37%  loss = 0.021
   1321m: epoch 46 [#######             ]  37%  loss = 0.020
   1321m: epoch 46 [#######             ]  38%  loss = 0.021
   1321m: epoch 46 [#######             ]  38%  loss = 0.021
   1321m: epoch 46 [#######             ]  38%  loss = 0.020
   1322m: epoch 46 [#######             ]  39%  loss = 0.020
   1322m: epoch 46 [#######             ]  39%  loss = 0.022
   1322m: epoch 46 [#######             ]  39%  loss = 0.019
   1322m: epoch 46 [########            ]  40%  loss = 0.021
   1322m: epoch 46 [########            ]  40%  loss = 0.021
   1322m: epoch 46 [########            ]  40%  loss = 0.023
   1322m: epoch 46 [########            ]  41%  loss = 0.022
   1322m: epoch 46 [########            ]  41%  loss = 0.021
   1322m: epoch 46 [########            ]  41%  loss = 0.020
   1323m: epoch 46 [########            ]  42%  loss = 0.021
   1323m: epoch 46 [########            ]  42%  loss = 0.020
   1323m: epoch 46 [########            ]  43%  loss = 0.021
   1323m: epoch 46 [########            ]  43%  loss = 0.020
   1323m: epoch 46 [########            ]  43%  loss = 0.021
   1323m: epoch 46 [########            ]  44%  loss = 0.020
   1323m: epoch 46 [########            ]  44%  loss = 0.020
   1323m: epoch 46 [########            ]  44%  loss = 0.020
   1323m: epoch 46 [#########           ]  45%  loss = 0.021
   1324m: epoch 46 [#########           ]  45%  loss = 0.019
   1324m: epoch 46 [#########           ]  45%  loss = 0.021
   1324m: epoch 46 [#########           ]  46%  loss = 0.021
   1324m: epoch 46 [#########           ]  46%  loss = 0.021
   1324m: epoch 46 [#########           ]  46%  loss = 0.020
   1324m: epoch 46 [#########           ]  47%  loss = 0.019
   1324m: epoch 46 [#########           ]  47%  loss = 0.022
   1324m: epoch 46 [#########           ]  47%  loss = 0.022
   1324m: epoch 46 [#########           ]  48%  loss = 0.020
   1324m: epoch 46 [#########           ]  48%  loss = 0.021
   1325m: epoch 46 [#########           ]  48%  loss = 0.023
   1325m: epoch 46 [#########           ]  49%  loss = 0.020
   1325m: epoch 46 [#########           ]  49%  loss = 0.021
   1325m: epoch 46 [#########           ]  49%  loss = 0.022
   1325m: epoch 46 [##########          ]  50%  loss = 0.020
   1325m: epoch 46 [##########          ]  50%  loss = 0.021
   1325m: epoch 46 [##########          ]  50%  loss = 0.022
   1325m: epoch 46 [##########          ]  51%  loss = 0.022
   1325m: epoch 46 [##########          ]  51%  loss = 0.020
   1326m: epoch 46 [##########          ]  51%  loss = 0.020
   1326m: epoch 46 [##########          ]  52%  loss = 0.021
   1326m: epoch 46 [##########          ]  52%  loss = 0.020
   1326m: epoch 46 [##########          ]  53%  loss = 0.021
   1326m: epoch 46 [##########          ]  53%  loss = 0.022
   1326m: epoch 46 [##########          ]  53%  loss = 0.022
   1326m: epoch 46 [##########          ]  54%  loss = 0.021
   1326m: epoch 46 [##########          ]  54%  loss = 0.021
   1326m: epoch 46 [##########          ]  54%  loss = 0.023
   1327m: epoch 46 [###########         ]  55%  loss = 0.021
   1327m: epoch 46 [###########         ]  55%  loss = 0.021
   1327m: epoch 46 [###########         ]  55%  loss = 0.021
   1327m: epoch 46 [###########         ]  56%  loss = 0.023
   1327m: epoch 46 [###########         ]  56%  loss = 0.021
   1327m: epoch 46 [###########         ]  56%  loss = 0.021
   1327m: epoch 46 [###########         ]  57%  loss = 0.020
   1327m: epoch 46 [###########         ]  57%  loss = 0.022
   1327m: epoch 46 [###########         ]  57%  loss = 0.020
   1328m: epoch 46 [###########         ]  58%  loss = 0.022
   1328m: epoch 46 [###########         ]  58%  loss = 0.021
   1328m: epoch 46 [###########         ]  58%  loss = 0.021
   1328m: epoch 46 [###########         ]  59%  loss = 0.023
   1328m: epoch 46 [###########         ]  59%  loss = 0.021
   1328m: epoch 46 [###########         ]  59%  loss = 0.021
   1328m: epoch 46 [############        ]  60%  loss = 0.020
   1328m: epoch 46 [############        ]  60%  loss = 0.021
   1328m: epoch 46 [############        ]  60%  loss = 0.023
   1328m: epoch 46 [############        ]  61%  loss = 0.020
   1329m: epoch 46 [############        ]  61%  loss = 0.021
   1329m: epoch 46 [############        ]  61%  loss = 0.021
   1329m: epoch 46 [############        ]  62%  loss = 0.022
   1329m: epoch 46 [############        ]  62%  loss = 0.020
   1329m: epoch 46 [############        ]  62%  loss = 0.022
   1329m: epoch 46 [############        ]  63%  loss = 0.023
   1329m: epoch 46 [############        ]  63%  loss = 0.020
   1329m: epoch 46 [############        ]  64%  loss = 0.021
   1329m: epoch 46 [############        ]  64%  loss = 0.022
   1330m: epoch 46 [############        ]  64%  loss = 0.021
   1330m: epoch 46 [#############       ]  65%  loss = 0.022
   1330m: epoch 46 [#############       ]  65%  loss = 0.021
   1330m: epoch 46 [#############       ]  65%  loss = 0.020
   1330m: epoch 46 [#############       ]  66%  loss = 0.024
   1330m: epoch 46 [#############       ]  66%  loss = 0.022
   1330m: epoch 46 [#############       ]  66%  loss = 0.021
   1330m: epoch 46 [#############       ]  67%  loss = 0.021
   1330m: epoch 46 [#############       ]  67%  loss = 0.024
   1331m: epoch 46 [#############       ]  67%  loss = 0.023
   1331m: epoch 46 [#############       ]  68%  loss = 0.020
   1331m: epoch 46 [#############       ]  68%  loss = 0.022
   1331m: epoch 46 [#############       ]  68%  loss = 0.020
   1331m: epoch 46 [#############       ]  69%  loss = 0.021
   1331m: epoch 46 [#############       ]  69%  loss = 0.022
   1331m: epoch 46 [#############       ]  69%  loss = 0.022
   1331m: epoch 46 [##############      ]  70%  loss = 0.021
   1331m: epoch 46 [##############      ]  70%  loss = 0.023
   1331m: epoch 46 [##############      ]  70%  loss = 0.020
   1332m: epoch 46 [##############      ]  71%  loss = 0.023
   1332m: epoch 46 [##############      ]  71%  loss = 0.021
   1332m: epoch 46 [##############      ]  71%  loss = 0.023
   1332m: epoch 46 [##############      ]  72%  loss = 0.020
   1332m: epoch 46 [##############      ]  72%  loss = 0.023
   1332m: epoch 46 [##############      ]  72%  loss = 0.022
   1332m: epoch 46 [##############      ]  73%  loss = 0.022
   1332m: epoch 46 [##############      ]  73%  loss = 0.020
   1332m: epoch 46 [##############      ]  74%  loss = 0.021
   1333m: epoch 46 [##############      ]  74%  loss = 0.022
   1333m: epoch 46 [##############      ]  74%  loss = 0.022
   1333m: epoch 46 [###############     ]  75%  loss = 0.021
   1333m: epoch 46 [###############     ]  75%  loss = 0.022
   1333m: epoch 46 [###############     ]  75%  loss = 0.022
   1333m: epoch 46 [###############     ]  76%  loss = 0.021
   1333m: epoch 46 [###############     ]  76%  loss = 0.021
   1333m: epoch 46 [###############     ]  76%  loss = 0.021
   1333m: epoch 46 [###############     ]  77%  loss = 0.023
   1334m: epoch 46 [###############     ]  77%  loss = 0.022
   1334m: epoch 46 [###############     ]  77%  loss = 0.021
   1334m: epoch 46 [###############     ]  78%  loss = 0.021
   1334m: epoch 46 [###############     ]  78%  loss = 0.022
   1334m: epoch 46 [###############     ]  78%  loss = 0.023
   1334m: epoch 46 [###############     ]  79%  loss = 0.021
   1334m: epoch 46 [###############     ]  79%  loss = 0.022
   1334m: epoch 46 [###############     ]  79%  loss = 0.023
   1334m: epoch 46 [################    ]  80%  loss = 0.023
   1335m: epoch 46 [################    ]  80%  loss = 0.021
   1335m: epoch 46 [################    ]  80%  loss = 0.021
   1335m: epoch 46 [################    ]  81%  loss = 0.021
   1335m: epoch 46 [################    ]  81%  loss = 0.022
   1335m: epoch 46 [################    ]  81%  loss = 0.019
   1335m: epoch 46 [################    ]  82%  loss = 0.022
   1335m: epoch 46 [################    ]  82%  loss = 0.020
   1335m: epoch 46 [################    ]  82%  loss = 0.022
   1335m: epoch 46 [################    ]  83%  loss = 0.022
   1336m: epoch 46 [################    ]  83%  loss = 0.022
   1336m: epoch 46 [################    ]  83%  loss = 0.021
   1336m: epoch 46 [################    ]  84%  loss = 0.023
   1336m: epoch 46 [################    ]  84%  loss = 0.020
   1336m: epoch 46 [#################   ]  85%  loss = 0.022
   1336m: epoch 46 [#################   ]  85%  loss = 0.020
   1336m: epoch 46 [#################   ]  85%  loss = 0.021
   1336m: epoch 46 [#################   ]  86%  loss = 0.021
   1336m: epoch 46 [#################   ]  86%  loss = 0.021
   1337m: epoch 46 [#################   ]  86%  loss = 0.021
   1337m: epoch 46 [#################   ]  87%  loss = 0.021
   1337m: epoch 46 [#################   ]  87%  loss = 0.021
   1337m: epoch 46 [#################   ]  87%  loss = 0.021
   1337m: epoch 46 [#################   ]  88%  loss = 0.021
   1337m: epoch 46 [#################   ]  88%  loss = 0.021
   1337m: epoch 46 [#################   ]  88%  loss = 0.021
   1337m: epoch 46 [#################   ]  89%  loss = 0.022
   1337m: epoch 46 [#################   ]  89%  loss = 0.021
   1338m: epoch 46 [#################   ]  89%  loss = 0.021
   1338m: epoch 46 [##################  ]  90%  loss = 0.021
   1338m: epoch 46 [##################  ]  90%  loss = 0.021
   1338m: epoch 46 [##################  ]  90%  loss = 0.021
   1338m: epoch 46 [##################  ]  91%  loss = 0.022
   1338m: epoch 46 [##################  ]  91%  loss = 0.022
   1338m: epoch 46 [##################  ]  91%  loss = 0.023
   1338m: epoch 46 [##################  ]  92%  loss = 0.020
   1338m: epoch 46 [##################  ]  92%  loss = 0.023
   1339m: epoch 46 [##################  ]  92%  loss = 0.022
   1339m: epoch 46 [##################  ]  93%  loss = 0.021
   1339m: epoch 46 [##################  ]  93%  loss = 0.022
   1339m: epoch 46 [##################  ]  93%  loss = 0.020
   1339m: epoch 46 [##################  ]  94%  loss = 0.023
   1339m: epoch 46 [##################  ]  94%  loss = 0.022
   1339m: epoch 46 [##################  ]  94%  loss = 0.022
   1339m: epoch 46 [################### ]  95%  loss = 0.022
   1339m: epoch 46 [################### ]  95%  loss = 0.024
   1340m: epoch 46 [################### ]  96%  loss = 0.021
   1340m: epoch 46 [################### ]  96%  loss = 0.021
   1340m: epoch 46 [################### ]  96%  loss = 0.024
   1340m: epoch 46 [################### ]  97%  loss = 0.022
   1340m: epoch 46 [################### ]  97%  loss = 0.023
   1340m: epoch 46 [################### ]  97%  loss = 0.022
   1340m: epoch 46 [################### ]  98%  loss = 0.020
   1340m: epoch 46 [################### ]  98%  loss = 0.023
   1340m: epoch 46 [################### ]  98%  loss = 0.020
   1341m: epoch 46 [################### ]  99%  loss = 0.022
   1341m: epoch 46 [################### ]  99%  loss = 0.020
   1341m: epoch 46 [################### ]  99%  loss = 0.021
1341m: epoch 46 [####################]  100%  loss = 0.021
epoch 46 complete, loss = 0.021
model saved as token_classification_split_3_46_0.021
   1341m: epoch 47 [                    ]  0%  loss = ...
   1341m: epoch 47 [                    ]  0%  loss = 0.019
   1341m: epoch 47 [                    ]  0%  loss = 0.019
   1341m: epoch 47 [                    ]  1%  loss = 0.019
   1341m: epoch 47 [                    ]  1%  loss = 0.022
   1341m: epoch 47 [                    ]  1%  loss = 0.017
   1342m: epoch 47 [                    ]  2%  loss = 0.021
   1342m: epoch 47 [                    ]  2%  loss = 0.020
   1342m: epoch 47 [                    ]  2%  loss = 0.020
   1342m: epoch 47 [                    ]  3%  loss = 0.018
   1342m: epoch 47 [                    ]  3%  loss = 0.020
   1342m: epoch 47 [                    ]  3%  loss = 0.020
   1342m: epoch 47 [                    ]  4%  loss = 0.020
   1342m: epoch 47 [                    ]  4%  loss = 0.020
   1342m: epoch 47 [                    ]  4%  loss = 0.019
   1343m: epoch 47 [#                   ]  5%  loss = 0.020
   1343m: epoch 47 [#                   ]  5%  loss = 0.019
   1343m: epoch 47 [#                   ]  5%  loss = 0.020
   1343m: epoch 47 [#                   ]  6%  loss = 0.019
   1343m: epoch 47 [#                   ]  6%  loss = 0.019
   1343m: epoch 47 [#                   ]  6%  loss = 0.019
   1343m: epoch 47 [#                   ]  7%  loss = 0.019
   1343m: epoch 47 [#                   ]  7%  loss = 0.019
   1343m: epoch 47 [#                   ]  7%  loss = 0.019
   1344m: epoch 47 [#                   ]  8%  loss = 0.019
   1344m: epoch 47 [#                   ]  8%  loss = 0.019
   1344m: epoch 47 [#                   ]  8%  loss = 0.020
   1344m: epoch 47 [#                   ]  9%  loss = 0.019
   1344m: epoch 47 [#                   ]  9%  loss = 0.020
   1344m: epoch 47 [#                   ]  9%  loss = 0.020
   1344m: epoch 47 [##                  ]  10%  loss = 0.020
   1344m: epoch 47 [##                  ]  10%  loss = 0.020
   1344m: epoch 47 [##                  ]  11%  loss = 0.019
   1345m: epoch 47 [##                  ]  11%  loss = 0.020
   1345m: epoch 47 [##                  ]  11%  loss = 0.020
   1345m: epoch 47 [##                  ]  12%  loss = 0.019
   1345m: epoch 47 [##                  ]  12%  loss = 0.020
   1345m: epoch 47 [##                  ]  12%  loss = 0.019
   1345m: epoch 47 [##                  ]  13%  loss = 0.020
   1345m: epoch 47 [##                  ]  13%  loss = 0.020
   1345m: epoch 47 [##                  ]  13%  loss = 0.019
   1345m: epoch 47 [##                  ]  14%  loss = 0.020
   1345m: epoch 47 [##                  ]  14%  loss = 0.019
   1346m: epoch 47 [##                  ]  14%  loss = 0.019
   1346m: epoch 47 [###                 ]  15%  loss = 0.021
   1346m: epoch 47 [###                 ]  15%  loss = 0.019
   1346m: epoch 47 [###                 ]  15%  loss = 0.020
   1346m: epoch 47 [###                 ]  16%  loss = 0.021
   1346m: epoch 47 [###                 ]  16%  loss = 0.021
   1346m: epoch 47 [###                 ]  16%  loss = 0.020
   1346m: epoch 47 [###                 ]  17%  loss = 0.021
   1346m: epoch 47 [###                 ]  17%  loss = 0.019
   1347m: epoch 47 [###                 ]  17%  loss = 0.021
   1347m: epoch 47 [###                 ]  18%  loss = 0.020
   1347m: epoch 47 [###                 ]  18%  loss = 0.022
   1347m: epoch 47 [###                 ]  18%  loss = 0.020
   1347m: epoch 47 [###                 ]  19%  loss = 0.021
   1347m: epoch 47 [###                 ]  19%  loss = 0.020
   1347m: epoch 47 [###                 ]  19%  loss = 0.020
   1347m: epoch 47 [####                ]  20%  loss = 0.020
   1347m: epoch 47 [####                ]  20%  loss = 0.020
   1348m: epoch 47 [####                ]  20%  loss = 0.019
   1348m: epoch 47 [####                ]  21%  loss = 0.020
   1348m: epoch 47 [####                ]  21%  loss = 0.020
   1348m: epoch 47 [####                ]  22%  loss = 0.019
   1348m: epoch 47 [####                ]  22%  loss = 0.020
   1348m: epoch 47 [####                ]  22%  loss = 0.019
   1348m: epoch 47 [####                ]  23%  loss = 0.019
   1348m: epoch 47 [####                ]  23%  loss = 0.021
   1348m: epoch 47 [####                ]  23%  loss = 0.021
   1349m: epoch 47 [####                ]  24%  loss = 0.021
   1349m: epoch 47 [####                ]  24%  loss = 0.019
   1349m: epoch 47 [####                ]  24%  loss = 0.021
   1349m: epoch 47 [#####               ]  25%  loss = 0.019
   1349m: epoch 47 [#####               ]  25%  loss = 0.021
   1349m: epoch 47 [#####               ]  25%  loss = 0.021
   1349m: epoch 47 [#####               ]  26%  loss = 0.022
   1349m: epoch 47 [#####               ]  26%  loss = 0.021
   1349m: epoch 47 [#####               ]  26%  loss = 0.021
   1350m: epoch 47 [#####               ]  27%  loss = 0.019
   1350m: epoch 47 [#####               ]  27%  loss = 0.020
   1350m: epoch 47 [#####               ]  27%  loss = 0.022
   1350m: epoch 47 [#####               ]  28%  loss = 0.021
   1350m: epoch 47 [#####               ]  28%  loss = 0.021
   1350m: epoch 47 [#####               ]  28%  loss = 0.021
   1350m: epoch 47 [#####               ]  29%  loss = 0.021
   1350m: epoch 47 [#####               ]  29%  loss = 0.021
   1350m: epoch 47 [#####               ]  29%  loss = 0.020
   1351m: epoch 47 [######              ]  30%  loss = 0.020
   1351m: epoch 47 [######              ]  30%  loss = 0.020
   1351m: epoch 47 [######              ]  30%  loss = 0.019
   1351m: epoch 47 [######              ]  31%  loss = 0.022
   1351m: epoch 47 [######              ]  31%  loss = 0.020
   1351m: epoch 47 [######              ]  32%  loss = 0.020
   1351m: epoch 47 [######              ]  32%  loss = 0.020
   1351m: epoch 47 [######              ]  32%  loss = 0.022
   1351m: epoch 47 [######              ]  33%  loss = 0.019
   1352m: epoch 47 [######              ]  33%  loss = 0.020
   1352m: epoch 47 [######              ]  33%  loss = 0.019
   1352m: epoch 47 [######              ]  34%  loss = 0.021
   1352m: epoch 47 [######              ]  34%  loss = 0.021
   1352m: epoch 47 [######              ]  34%  loss = 0.022
   1352m: epoch 47 [#######             ]  35%  loss = 0.020
   1352m: epoch 47 [#######             ]  35%  loss = 0.020
   1352m: epoch 47 [#######             ]  35%  loss = 0.021
   1352m: epoch 47 [#######             ]  36%  loss = 0.019
   1353m: epoch 47 [#######             ]  36%  loss = 0.021
   1353m: epoch 47 [#######             ]  36%  loss = 0.021
   1353m: epoch 47 [#######             ]  37%  loss = 0.020
   1353m: epoch 47 [#######             ]  37%  loss = 0.021
   1353m: epoch 47 [#######             ]  37%  loss = 0.020
   1353m: epoch 47 [#######             ]  38%  loss = 0.020
   1353m: epoch 47 [#######             ]  38%  loss = 0.021
   1353m: epoch 47 [#######             ]  38%  loss = 0.022
   1353m: epoch 47 [#######             ]  39%  loss = 0.020
   1354m: epoch 47 [#######             ]  39%  loss = 0.021
   1354m: epoch 47 [#######             ]  39%  loss = 0.021
   1354m: epoch 47 [########            ]  40%  loss = 0.022
   1354m: epoch 47 [########            ]  40%  loss = 0.020
   1354m: epoch 47 [########            ]  40%  loss = 0.020
   1354m: epoch 47 [########            ]  41%  loss = 0.021
   1354m: epoch 47 [########            ]  41%  loss = 0.020
   1354m: epoch 47 [########            ]  41%  loss = 0.020
   1354m: epoch 47 [########            ]  42%  loss = 0.021
   1355m: epoch 47 [########            ]  42%  loss = 0.021
   1355m: epoch 47 [########            ]  43%  loss = 0.020
   1355m: epoch 47 [########            ]  43%  loss = 0.020
   1355m: epoch 47 [########            ]  43%  loss = 0.021
   1355m: epoch 47 [########            ]  44%  loss = 0.020
   1355m: epoch 47 [########            ]  44%  loss = 0.021
   1355m: epoch 47 [########            ]  44%  loss = 0.021
   1355m: epoch 47 [#########           ]  45%  loss = 0.021
   1355m: epoch 47 [#########           ]  45%  loss = 0.022
   1356m: epoch 47 [#########           ]  45%  loss = 0.021
   1356m: epoch 47 [#########           ]  46%  loss = 0.023
   1356m: epoch 47 [#########           ]  46%  loss = 0.021
   1356m: epoch 47 [#########           ]  46%  loss = 0.022
   1356m: epoch 47 [#########           ]  47%  loss = 0.021
   1356m: epoch 47 [#########           ]  47%  loss = 0.020
   1356m: epoch 47 [#########           ]  47%  loss = 0.021
   1356m: epoch 47 [#########           ]  48%  loss = 0.021
   1356m: epoch 47 [#########           ]  48%  loss = 0.021
   1357m: epoch 47 [#########           ]  48%  loss = 0.019
   1357m: epoch 47 [#########           ]  49%  loss = 0.020
   1357m: epoch 47 [#########           ]  49%  loss = 0.020
   1357m: epoch 47 [#########           ]  49%  loss = 0.019
   1357m: epoch 47 [##########          ]  50%  loss = 0.023
   1357m: epoch 47 [##########          ]  50%  loss = 0.019
   1357m: epoch 47 [##########          ]  50%  loss = 0.021
   1357m: epoch 47 [##########          ]  51%  loss = 0.021
   1357m: epoch 47 [##########          ]  51%  loss = 0.021
   1358m: epoch 47 [##########          ]  51%  loss = 0.021
   1358m: epoch 47 [##########          ]  52%  loss = 0.019
   1358m: epoch 47 [##########          ]  52%  loss = 0.023
   1358m: epoch 47 [##########          ]  53%  loss = 0.021
   1358m: epoch 47 [##########          ]  53%  loss = 0.022
   1358m: epoch 47 [##########          ]  53%  loss = 0.021
   1358m: epoch 47 [##########          ]  54%  loss = 0.022
   1358m: epoch 47 [##########          ]  54%  loss = 0.022
   1358m: epoch 47 [##########          ]  54%  loss = 0.021
   1359m: epoch 47 [###########         ]  55%  loss = 0.022
   1359m: epoch 47 [###########         ]  55%  loss = 0.021
   1359m: epoch 47 [###########         ]  55%  loss = 0.021
   1359m: epoch 47 [###########         ]  56%  loss = 0.020
   1359m: epoch 47 [###########         ]  56%  loss = 0.020
   1359m: epoch 47 [###########         ]  56%  loss = 0.022
   1359m: epoch 47 [###########         ]  57%  loss = 0.020
   1359m: epoch 47 [###########         ]  57%  loss = 0.021
   1359m: epoch 47 [###########         ]  57%  loss = 0.022
   1360m: epoch 47 [###########         ]  58%  loss = 0.021
   1360m: epoch 47 [###########         ]  58%  loss = 0.021
   1360m: epoch 47 [###########         ]  58%  loss = 0.020
   1360m: epoch 47 [###########         ]  59%  loss = 0.020
   1360m: epoch 47 [###########         ]  59%  loss = 0.021
   1360m: epoch 47 [###########         ]  59%  loss = 0.023
   1360m: epoch 47 [############        ]  60%  loss = 0.021
   1360m: epoch 47 [############        ]  60%  loss = 0.020
   1360m: epoch 47 [############        ]  60%  loss = 0.021
   1361m: epoch 47 [############        ]  61%  loss = 0.022
   1361m: epoch 47 [############        ]  61%  loss = 0.021
   1361m: epoch 47 [############        ]  61%  loss = 0.021
   1361m: epoch 47 [############        ]  62%  loss = 0.020
   1361m: epoch 47 [############        ]  62%  loss = 0.020
   1361m: epoch 47 [############        ]  62%  loss = 0.021
   1361m: epoch 47 [############        ]  63%  loss = 0.020
   1361m: epoch 47 [############        ]  63%  loss = 0.023
   1361m: epoch 47 [############        ]  64%  loss = 0.019
   1362m: epoch 47 [############        ]  64%  loss = 0.019
   1362m: epoch 47 [############        ]  64%  loss = 0.023
   1362m: epoch 47 [#############       ]  65%  loss = 0.021
   1362m: epoch 47 [#############       ]  65%  loss = 0.020
   1362m: epoch 47 [#############       ]  65%  loss = 0.021
   1362m: epoch 47 [#############       ]  66%  loss = 0.023
   1362m: epoch 47 [#############       ]  66%  loss = 0.021
   1362m: epoch 47 [#############       ]  66%  loss = 0.022
   1362m: epoch 47 [#############       ]  67%  loss = 0.022
   1363m: epoch 47 [#############       ]  67%  loss = 0.022
   1363m: epoch 47 [#############       ]  67%  loss = 0.021
   1363m: epoch 47 [#############       ]  68%  loss = 0.021
   1363m: epoch 47 [#############       ]  68%  loss = 0.022
   1363m: epoch 47 [#############       ]  68%  loss = 0.021
   1363m: epoch 47 [#############       ]  69%  loss = 0.022
   1363m: epoch 47 [#############       ]  69%  loss = 0.022
   1363m: epoch 47 [#############       ]  69%  loss = 0.021
   1363m: epoch 47 [##############      ]  70%  loss = 0.022
   1364m: epoch 47 [##############      ]  70%  loss = 0.020
   1364m: epoch 47 [##############      ]  70%  loss = 0.022
   1364m: epoch 47 [##############      ]  71%  loss = 0.020
   1364m: epoch 47 [##############      ]  71%  loss = 0.021
   1364m: epoch 47 [##############      ]  71%  loss = 0.021
   1364m: epoch 47 [##############      ]  72%  loss = 0.021
   1364m: epoch 47 [##############      ]  72%  loss = 0.021
   1364m: epoch 47 [##############      ]  72%  loss = 0.022
   1364m: epoch 47 [##############      ]  73%  loss = 0.020
   1365m: epoch 47 [##############      ]  73%  loss = 0.021
   1365m: epoch 47 [##############      ]  74%  loss = 0.022
   1365m: epoch 47 [##############      ]  74%  loss = 0.020
   1365m: epoch 47 [##############      ]  74%  loss = 0.021
   1365m: epoch 47 [###############     ]  75%  loss = 0.019
   1365m: epoch 47 [###############     ]  75%  loss = 0.021
   1365m: epoch 47 [###############     ]  75%  loss = 0.021
   1365m: epoch 47 [###############     ]  76%  loss = 0.020
   1365m: epoch 47 [###############     ]  76%  loss = 0.022
   1366m: epoch 47 [###############     ]  76%  loss = 0.022
   1366m: epoch 47 [###############     ]  77%  loss = 0.021
   1366m: epoch 47 [###############     ]  77%  loss = 0.022
   1366m: epoch 47 [###############     ]  77%  loss = 0.023
   1366m: epoch 47 [###############     ]  78%  loss = 0.022
   1366m: epoch 47 [###############     ]  78%  loss = 0.020
   1366m: epoch 47 [###############     ]  78%  loss = 0.021
   1366m: epoch 47 [###############     ]  79%  loss = 0.023
   1366m: epoch 47 [###############     ]  79%  loss = 0.021
   1367m: epoch 47 [###############     ]  79%  loss = 0.020
   1367m: epoch 47 [################    ]  80%  loss = 0.022
   1367m: epoch 47 [################    ]  80%  loss = 0.021
   1367m: epoch 47 [################    ]  80%  loss = 0.021
   1367m: epoch 47 [################    ]  81%  loss = 0.022