[ { "epoch": 1.0, "step": 1756, "eval_loss": 0.07203580439090729, "overall": { "precision": 0.8912693298969072, "recall": 0.931167956916863, "f1": 0.9107818930041152, "accuracy": 0.9814269735680226 }, "per_label": { "LOC": { "precision": 0.9239187076602398, "recall": 0.965160587915079, "f1": 0.9440894568690097, "number": 1837 }, "MISC": { "precision": 0.7727272727272727, "recall": 0.8297180043383948, "f1": 0.8002092050209204, "number": 922 }, "ORG": { "precision": 0.8624823695345557, "recall": 0.9120059656972409, "f1": 0.8865530989488946, "number": 1341 }, "PER": { "precision": 0.9420520999468368, "recall": 0.9619978284473398, "f1": 0.9519204942250873, "number": 1842 } }, "runtime": { "eval_runtime": 7.4533, "samples_per_second": 436.049, "steps_per_second": 54.607 } }, { "epoch": 2.0, "step": 3512, "eval_loss": 0.07787470519542694, "overall": { "precision": 0.9304723885562209, "recall": 0.9414338606529788, "f1": 0.9359210306173666, "accuracy": 0.9842968152116324 }, "per_label": { "LOC": { "precision": 0.9511015583019882, "recall": 0.9635274904735982, "f1": 0.9572742022714981, "number": 1837 }, "MISC": { "precision": 0.8725910064239829, "recall": 0.8839479392624728, "f1": 0.8782327586206896, "number": 922 }, "ORG": { "precision": 0.9050822122571002, "recall": 0.9030574198359433, "f1": 0.9040686823441583, "number": 1341 }, "PER": { "precision": 0.9568919638105375, "recall": 0.9761129207383279, "f1": 0.9664068798710024, "number": 1842 } }, "runtime": { "eval_runtime": 7.5011, "samples_per_second": 433.267, "steps_per_second": 54.258 } }, { "epoch": 3.0, "step": 5268, "eval_loss": 0.07202505320310593, "overall": { "precision": 0.9318106587222774, "recall": 0.9474924267923258, "f1": 0.9395861148197597, "accuracy": 0.9857685288750221 }, "per_label": { "LOC": { "precision": 0.9626218851570965, "recall": 0.9673380511703865, "f1": 0.9649742058104807, "number": 1837 }, "MISC": { "precision": 0.8943355119825708, "recall": 0.8904555314533622, "f1": 0.8923913043478261, "number": 922 }, "ORG": { "precision": 0.8772791023842917, "recall": 0.9328859060402684, "f1": 0.9042284062161186, "number": 1341 }, "PER": { "precision": 0.9616630669546437, "recall": 0.9668838219326819, "f1": 0.9642663779101246, "number": 1842 } }, "runtime": { "eval_runtime": 6.5043, "samples_per_second": 499.669, "steps_per_second": 62.574 } }, { "epoch": 4.0, "step": 7024, "eval_loss": 0.08569859713315964, "overall": { "precision": 0.930635838150289, "recall": 0.9483338943116796, "f1": 0.9394015170459282, "accuracy": 0.9850621063165951 }, "per_label": { "LOC": { "precision": 0.9533011272141707, "recall": 0.9667936853565596, "f1": 0.96, "number": 1837 }, "MISC": { "precision": 0.8623188405797102, "recall": 0.903470715835141, "f1": 0.8824152542372882, "number": 922 }, "ORG": { "precision": 0.8995664739884393, "recall": 0.9284116331096197, "f1": 0.9137614678899083, "number": 1341 }, "PER": { "precision": 0.9668838219326819, "recall": 0.9668838219326819, "f1": 0.9668838219326819, "number": 1842 } }, "runtime": { "eval_runtime": 7.5249, "samples_per_second": 431.899, "steps_per_second": 54.087 } }, { "epoch": 5.0, "step": 8780, "eval_loss": 0.08417785912752151, "overall": { "precision": 0.9310686015831134, "recall": 0.9501851228542578, "f1": 0.9405297351324339, "accuracy": 0.9851062577264967 }, "per_label": { "LOC": { "precision": 0.9627228525121556, "recall": 0.9700598802395209, "f1": 0.9663774403470715, "number": 1837 }, "MISC": { "precision": 0.8386454183266933, "recall": 0.913232104121475, "f1": 0.8743509865005192, "number": 922 }, "ORG": { "precision": 0.9070110701107011, "recall": 0.9164802386278896, "f1": 0.9117210682492581, "number": 1341 }, "PER": { "precision": 0.9670981661272924, "recall": 0.9733984799131379, "f1": 0.9702380952380952, "number": 1842 } }, "runtime": { "eval_runtime": 7.5038, "samples_per_second": 433.114, "steps_per_second": 54.239 } }, { "epoch": 6.0, "step": 10536, "eval_loss": 0.09725591540336609, "overall": { "precision": 0.9291845493562232, "recall": 0.9473241332884551, "f1": 0.9381666666666667, "accuracy": 0.9844734208512392 }, "per_label": { "LOC": { "precision": 0.9546424759871932, "recall": 0.9738704409363091, "f1": 0.9641606036108865, "number": 1837 }, "MISC": { "precision": 0.858739837398374, "recall": 0.9164859002169198, "f1": 0.8866736621196223, "number": 922 }, "ORG": { "precision": 0.8921852387843705, "recall": 0.9194630872483222, "f1": 0.9056188027910393, "number": 1341 }, "PER": { "precision": 0.9691969196919692, "recall": 0.9565689467969598, "f1": 0.9628415300546448, "number": 1842 } }, "runtime": { "eval_runtime": 7.4822, "samples_per_second": 434.362, "steps_per_second": 54.395 } }, { "epoch": 7.0, "step": 12292, "eval_loss": 0.097112737596035, "overall": { "precision": 0.9343584656084656, "recall": 0.9510265903736116, "f1": 0.9426188490408675, "accuracy": 0.9859745687878966 }, "per_label": { "LOC": { "precision": 0.9689373297002725, "recall": 0.9678824169842134, "f1": 0.968409586056645, "number": 1837 }, "MISC": { "precision": 0.8805031446540881, "recall": 0.911062906724512, "f1": 0.8955223880597015, "number": 922 }, "ORG": { "precision": 0.8851063829787233, "recall": 0.930648769574944, "f1": 0.9073064340239914, "number": 1341 }, "PER": { "precision": 0.965386695511087, "recall": 0.9690553745928339, "f1": 0.967217556217827, "number": 1842 } }, "runtime": { "eval_runtime": 7.4789, "samples_per_second": 434.555, "steps_per_second": 54.42 } }, { "epoch": 8.0, "step": 14048, "eval_loss": 0.10294844955205917, "overall": { "precision": 0.9285831285831286, "recall": 0.9540558734432851, "f1": 0.9411471735701834, "accuracy": 0.9852387119562018 }, "per_label": { "LOC": { "precision": 0.9664864864864865, "recall": 0.9733260751224823, "f1": 0.9698942229454841, "number": 1837 }, "MISC": { "precision": 0.8497983870967742, "recall": 0.9143167028199566, "f1": 0.8808777429467085, "number": 922 }, "ORG": { "precision": 0.9019607843137255, "recall": 0.9261744966442953, "f1": 0.9139072847682119, "number": 1341 }, "PER": { "precision": 0.9522799575821845, "recall": 0.9750271444082519, "f1": 0.9635193133047211, "number": 1842 } }, "runtime": { "eval_runtime": 7.6218, "samples_per_second": 426.41, "steps_per_second": 53.4 } }, { "epoch": 9.0, "step": 15804, "eval_loss": 0.11473368108272552, "overall": { "precision": 0.9368072787427626, "recall": 0.9530461124200605, "f1": 0.944856928339034, "accuracy": 0.9860187201977983 }, "per_label": { "LOC": { "precision": 0.9632034632034632, "recall": 0.9689711486118672, "f1": 0.966078697421981, "number": 1837 }, "MISC": { "precision": 0.8518145161290323, "recall": 0.9164859002169198, "f1": 0.8829676071055382, "number": 922 }, "ORG": { "precision": 0.9313207547169812, "recall": 0.9202087994034303, "f1": 0.9257314328582145, "number": 1341 }, "PER": { "precision": 0.9595744680851064, "recall": 0.9793702497285559, "f1": 0.969371305749597, "number": 1842 } }, "runtime": { "eval_runtime": 7.5249, "samples_per_second": 431.9, "steps_per_second": 54.087 } }, { "epoch": 10.0, "step": 17560, "eval_loss": 0.1184961125254631, "overall": { "precision": 0.9358889623265036, "recall": 0.9532144059239314, "f1": 0.9444722361180591, "accuracy": 0.9852681462294696 }, "per_label": { "LOC": { "precision": 0.9669197396963124, "recall": 0.9706042460533478, "f1": 0.9687584895408857, "number": 1837 }, "MISC": { "precision": 0.8826638477801269, "recall": 0.9056399132321041, "f1": 0.8940042826552462, "number": 922 }, "ORG": { "precision": 0.8961318051575932, "recall": 0.9328859060402684, "f1": 0.9141395688710267, "number": 1341 }, "PER": { "precision": 0.9619506966773848, "recall": 0.9744842562432139, "f1": 0.9681769147788565, "number": 1842 } }, "runtime": { "eval_runtime": 7.5803, "samples_per_second": 428.744, "steps_per_second": 53.692 } }, { "epoch": 11.0, "step": 19316, "eval_loss": 0.11947210878133774, "overall": { "precision": 0.9384717168375786, "recall": 0.9548973409626389, "f1": 0.9466132799466134, "accuracy": 0.9857685288750221 }, "per_label": { "LOC": { "precision": 0.9658906334596643, "recall": 0.9711486118671747, "f1": 0.9685124864277959, "number": 1837 }, "MISC": { "precision": 0.8954108858057631, "recall": 0.9099783080260304, "f1": 0.9026358257127487, "number": 922 }, "ORG": { "precision": 0.9075812274368231, "recall": 0.9373601789709173, "f1": 0.922230374174615, "number": 1341 }, "PER": { "precision": 0.9557805007991476, "recall": 0.9739413680781759, "f1": 0.9647754772788384, "number": 1842 } }, "runtime": { "eval_runtime": 7.5556, "samples_per_second": 430.142, "steps_per_second": 53.867 } }, { "epoch": 12.0, "step": 21072, "eval_loss": 0.12146918475627899, "overall": { "precision": 0.9431799302209669, "recall": 0.9554022214742511, "f1": 0.9492517348047823, "accuracy": 0.9866074056631542 }, "per_label": { "LOC": { "precision": 0.971195652173913, "recall": 0.9727817093086554, "f1": 0.9719880337231438, "number": 1837 }, "MISC": { "precision": 0.9096844396082698, "recall": 0.9067245119305857, "f1": 0.9082020640956002, "number": 922 }, "ORG": { "precision": 0.9121522693997072, "recall": 0.9291573452647278, "f1": 0.9205762837089029, "number": 1341 }, "PER": { "precision": 0.9545934530095037, "recall": 0.9815418023887079, "f1": 0.9678800856531049, "number": 1842 } }, "runtime": { "eval_runtime": 7.7732, "samples_per_second": 418.106, "steps_per_second": 52.36 } }, { "epoch": 13.0, "step": 22828, "eval_loss": 0.12505799531936646, "overall": { "precision": 0.9386808087504143, "recall": 0.9532144059239314, "f1": 0.9458917835671342, "accuracy": 0.9860923058809677 }, "per_label": { "LOC": { "precision": 0.9675148890092041, "recall": 0.9727817093086554, "f1": 0.9701411509229099, "number": 1837 }, "MISC": { "precision": 0.8782791185729276, "recall": 0.9078091106290672, "f1": 0.8927999999999999, "number": 922 }, "ORG": { "precision": 0.9241741741741741, "recall": 0.9179716629381058, "f1": 0.9210624766180322, "number": 1341 }, "PER": { "precision": 0.9511041009463722, "recall": 0.9820846905537459, "f1": 0.9663461538461537, "number": 1842 } }, "runtime": { "eval_runtime": 7.5826, "samples_per_second": 428.613, "steps_per_second": 53.676 } }, { "epoch": 14.0, "step": 24584, "eval_loss": 0.12853111326694489, "overall": { "precision": 0.9430043203722167, "recall": 0.9550656344665096, "f1": 0.9489966555183946, "accuracy": 0.986342497203744 }, "per_label": { "LOC": { "precision": 0.9736986301369863, "recall": 0.9673380511703865, "f1": 0.9705079191698526, "number": 1837 }, "MISC": { "precision": 0.8892438764643238, "recall": 0.9056399132321041, "f1": 0.8973670069854918, "number": 922 }, "ORG": { "precision": 0.9200293470286134, "recall": 0.9351230425055929, "f1": 0.9275147928994084, "number": 1341 }, "PER": { "precision": 0.9566367001586462, "recall": 0.9820846905537459, "f1": 0.9691936780069649, "number": 1842 } }, "runtime": { "eval_runtime": 7.5688, "samples_per_second": 429.396, "steps_per_second": 53.774 } }, { "epoch": 15.0, "step": 26340, "eval_loss": 0.1253676861524582, "overall": { "precision": 0.938937613767996, "recall": 0.9548973409626389, "f1": 0.9468502294534834, "accuracy": 0.9861364572908695 }, "per_label": { "LOC": { "precision": 0.9607948442534908, "recall": 0.9738704409363091, "f1": 0.9672884563395511, "number": 1837 }, "MISC": { "precision": 0.8742203742203742, "recall": 0.9121475054229935, "f1": 0.8927813163481952, "number": 922 }, "ORG": { "precision": 0.9322289156626506, "recall": 0.9231916480238628, "f1": 0.9276882727613338, "number": 1341 }, "PER": { "precision": 0.9550502379693284, "recall": 0.9804560260586319, "f1": 0.9675863916421109, "number": 1842 } }, "runtime": { "eval_runtime": 8.6163, "samples_per_second": 377.191, "steps_per_second": 47.236 } }, { "epoch": 16.0, "step": 28096, "eval_loss": 0.12416187673807144, "overall": { "precision": 0.9447862963578912, "recall": 0.9560753954897341, "f1": 0.9503973232956922, "accuracy": 0.9866957084829575 }, "per_label": { "LOC": { "precision": 0.9680043383947939, "recall": 0.9716929776810016, "f1": 0.969845150774246, "number": 1837 }, "MISC": { "precision": 0.8954108858057631, "recall": 0.9099783080260304, "f1": 0.9026358257127487, "number": 922 }, "ORG": { "precision": 0.9301634472511144, "recall": 0.9336316181953765, "f1": 0.9318943059173799, "number": 1341 }, "PER": { "precision": 0.957051961823966, "recall": 0.9799131378935939, "f1": 0.9683476394849786, "number": 1842 } }, "runtime": { "eval_runtime": 8.6628, "samples_per_second": 375.168, "steps_per_second": 46.983 } }, { "epoch": 17.0, "step": 29852, "eval_loss": 0.12274094671010971, "overall": { "precision": 0.9438631456568676, "recall": 0.9564119824974756, "f1": 0.9500961297333445, "accuracy": 0.9868428798492965 }, "per_label": { "LOC": { "precision": 0.971195652173913, "recall": 0.9727817093086554, "f1": 0.9719880337231438, "number": 1837 }, "MISC": { "precision": 0.8761609907120743, "recall": 0.920824295010846, "f1": 0.8979375991538868, "number": 922 }, "ORG": { "precision": 0.9307004470938898, "recall": 0.9313944817300522, "f1": 0.9310473350726798, "number": 1341 }, "PER": { "precision": 0.9614973262032086, "recall": 0.9761129207383279, "f1": 0.9687500000000001, "number": 1842 } }, "runtime": { "eval_runtime": 8.9038, "samples_per_second": 365.012, "steps_per_second": 45.711 } }, { "epoch": 18.0, "step": 31608, "eval_loss": 0.12293359637260437, "overall": { "precision": 0.9440199335548173, "recall": 0.9564119824974756, "f1": 0.9501755559271025, "accuracy": 0.9870636368988049 }, "per_label": { "LOC": { "precision": 0.9701249321021184, "recall": 0.9722373434948285, "f1": 0.9711799891245242, "number": 1837 }, "MISC": { "precision": 0.8810020876826722, "recall": 0.9154013015184381, "f1": 0.8978723404255319, "number": 922 }, "ORG": { "precision": 0.926829268292683, "recall": 0.9351230425055929, "f1": 0.9309576837416481, "number": 1341 }, "PER": { "precision": 0.9630620985010707, "recall": 0.9766558089033659, "f1": 0.969811320754717, "number": 1842 } }, "runtime": { "eval_runtime": 8.7313, "samples_per_second": 372.226, "steps_per_second": 46.614 } }, { "epoch": 19.0, "step": 33364, "eval_loss": 0.12236841022968292, "overall": { "precision": 0.944813829787234, "recall": 0.9565802760013463, "f1": 0.9506606455929084, "accuracy": 0.9872255254017779 }, "per_label": { "LOC": { "precision": 0.971677559912854, "recall": 0.9711486118671747, "f1": 0.9714130138851075, "number": 1837 }, "MISC": { "precision": 0.8712667353244078, "recall": 0.9175704989154013, "f1": 0.8938193343898574, "number": 922 }, "ORG": { "precision": 0.9383458646616541, "recall": 0.930648769574944, "f1": 0.9344814676151254, "number": 1341 }, "PER": { "precision": 0.961149547631719, "recall": 0.9804560260586319, "f1": 0.9707067992475142, "number": 1842 } }, "runtime": { "eval_runtime": 6.5081, "samples_per_second": 499.381, "steps_per_second": 62.538 } }, { "epoch": 20.0, "step": 35120, "eval_loss": 0.12258101999759674, "overall": { "precision": 0.9443891102257637, "recall": 0.9574217435207001, "f1": 0.9508607721878657, "accuracy": 0.9872549596750456 }, "per_label": { "LOC": { "precision": 0.9727371864776445, "recall": 0.9711486118671747, "f1": 0.9719422500681013, "number": 1837 }, "MISC": { "precision": 0.8746113989637305, "recall": 0.9154013015184381, "f1": 0.8945416004239534, "number": 922 }, "ORG": { "precision": 0.9336810730253353, "recall": 0.9343773303504848, "f1": 0.9340290719344019, "number": 1341 }, "PER": { "precision": 0.960169941582581, "recall": 0.9815418023887079, "f1": 0.970738255033557, "number": 1842 } }, "runtime": { "eval_runtime": 6.7405, "samples_per_second": 482.16, "steps_per_second": 60.381 } } ]