bobox's picture
Training in progress, step 516, checkpoint
f47d4ef verified
raw
history blame
158 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.4003103180760279,
"eval_steps": 60,
"global_step": 516,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0007757951900698216,
"grad_norm": NaN,
"learning_rate": 0.0,
"loss": 6.6871,
"step": 1
},
{
"epoch": 0.0015515903801396431,
"grad_norm": 17.51189613342285,
"learning_rate": 4.112808460634547e-08,
"loss": 5.8546,
"step": 2
},
{
"epoch": 0.0023273855702094647,
"grad_norm": 33.663917541503906,
"learning_rate": 8.225616921269094e-08,
"loss": 6.576,
"step": 3
},
{
"epoch": 0.0031031807602792862,
"grad_norm": 23.573055267333984,
"learning_rate": 1.2338425381903642e-07,
"loss": 6.8301,
"step": 4
},
{
"epoch": 0.003878975950349108,
"grad_norm": 9.426567077636719,
"learning_rate": 1.6451233842538187e-07,
"loss": 5.2308,
"step": 5
},
{
"epoch": 0.004654771140418929,
"grad_norm": 19.919723510742188,
"learning_rate": 2.0564042303172737e-07,
"loss": 6.3588,
"step": 6
},
{
"epoch": 0.005430566330488751,
"grad_norm": 20.105239868164062,
"learning_rate": 2.4676850763807285e-07,
"loss": 6.8417,
"step": 7
},
{
"epoch": 0.0062063615205585725,
"grad_norm": Infinity,
"learning_rate": 2.4676850763807285e-07,
"loss": 10.3916,
"step": 8
},
{
"epoch": 0.0069821567106283944,
"grad_norm": 10.925858497619629,
"learning_rate": 2.878965922444183e-07,
"loss": 5.5136,
"step": 9
},
{
"epoch": 0.007757951900698216,
"grad_norm": 24.988182067871094,
"learning_rate": 3.2902467685076374e-07,
"loss": 7.4726,
"step": 10
},
{
"epoch": 0.008533747090768037,
"grad_norm": 10.366790771484375,
"learning_rate": 3.701527614571093e-07,
"loss": 5.5414,
"step": 11
},
{
"epoch": 0.009309542280837859,
"grad_norm": 10.754115104675293,
"learning_rate": 4.1128084606345474e-07,
"loss": 4.8507,
"step": 12
},
{
"epoch": 0.01008533747090768,
"grad_norm": 11.047926902770996,
"learning_rate": 4.524089306698002e-07,
"loss": 4.9058,
"step": 13
},
{
"epoch": 0.010861132660977503,
"grad_norm": 15.155884742736816,
"learning_rate": 4.935370152761457e-07,
"loss": 6.2301,
"step": 14
},
{
"epoch": 0.011636927851047323,
"grad_norm": 32.3827018737793,
"learning_rate": 5.346650998824911e-07,
"loss": 7.9813,
"step": 15
},
{
"epoch": 0.012412723041117145,
"grad_norm": 16.102903366088867,
"learning_rate": 5.757931844888366e-07,
"loss": 5.5269,
"step": 16
},
{
"epoch": 0.013188518231186967,
"grad_norm": 53.7273063659668,
"learning_rate": 6.169212690951821e-07,
"loss": 10.0786,
"step": 17
},
{
"epoch": 0.013964313421256789,
"grad_norm": 51.25851058959961,
"learning_rate": 6.580493537015275e-07,
"loss": 9.6075,
"step": 18
},
{
"epoch": 0.01474010861132661,
"grad_norm": 10.667213439941406,
"learning_rate": 6.99177438307873e-07,
"loss": 4.671,
"step": 19
},
{
"epoch": 0.015515903801396431,
"grad_norm": 24.299957275390625,
"learning_rate": 7.403055229142186e-07,
"loss": 6.945,
"step": 20
},
{
"epoch": 0.016291698991466253,
"grad_norm": 16.173965454101562,
"learning_rate": 7.81433607520564e-07,
"loss": 6.233,
"step": 21
},
{
"epoch": 0.017067494181536073,
"grad_norm": 10.136642456054688,
"learning_rate": 8.225616921269095e-07,
"loss": 5.5828,
"step": 22
},
{
"epoch": 0.017843289371605897,
"grad_norm": 17.316375732421875,
"learning_rate": 8.636897767332549e-07,
"loss": 6.6991,
"step": 23
},
{
"epoch": 0.018619084561675717,
"grad_norm": 12.166691780090332,
"learning_rate": 9.048178613396004e-07,
"loss": 5.9928,
"step": 24
},
{
"epoch": 0.019394879751745538,
"grad_norm": 11.132185935974121,
"learning_rate": 9.459459459459459e-07,
"loss": 4.8443,
"step": 25
},
{
"epoch": 0.02017067494181536,
"grad_norm": 57.284271240234375,
"learning_rate": 9.870740305522914e-07,
"loss": 11.0738,
"step": 26
},
{
"epoch": 0.02094647013188518,
"grad_norm": 19.147293090820312,
"learning_rate": 1.0282021151586369e-06,
"loss": 6.4076,
"step": 27
},
{
"epoch": 0.021722265321955005,
"grad_norm": 14.959942817687988,
"learning_rate": 1.0693301997649822e-06,
"loss": 6.2668,
"step": 28
},
{
"epoch": 0.022498060512024826,
"grad_norm": 10.889761924743652,
"learning_rate": 1.1104582843713277e-06,
"loss": 5.092,
"step": 29
},
{
"epoch": 0.023273855702094646,
"grad_norm": 13.842042922973633,
"learning_rate": 1.1515863689776732e-06,
"loss": 5.9955,
"step": 30
},
{
"epoch": 0.02404965089216447,
"grad_norm": 19.306137084960938,
"learning_rate": 1.1927144535840187e-06,
"loss": 6.6071,
"step": 31
},
{
"epoch": 0.02482544608223429,
"grad_norm": 10.03764533996582,
"learning_rate": 1.2338425381903642e-06,
"loss": 4.7984,
"step": 32
},
{
"epoch": 0.02560124127230411,
"grad_norm": 15.16897964477539,
"learning_rate": 1.2749706227967097e-06,
"loss": 6.173,
"step": 33
},
{
"epoch": 0.026377036462373934,
"grad_norm": 15.80406665802002,
"learning_rate": 1.316098707403055e-06,
"loss": 5.9604,
"step": 34
},
{
"epoch": 0.027152831652443754,
"grad_norm": 17.38121795654297,
"learning_rate": 1.3572267920094007e-06,
"loss": 6.3435,
"step": 35
},
{
"epoch": 0.027928626842513578,
"grad_norm": 12.920570373535156,
"learning_rate": 1.398354876615746e-06,
"loss": 6.0394,
"step": 36
},
{
"epoch": 0.028704422032583398,
"grad_norm": 14.097166061401367,
"learning_rate": 1.4394829612220915e-06,
"loss": 6.0135,
"step": 37
},
{
"epoch": 0.02948021722265322,
"grad_norm": 48.04243469238281,
"learning_rate": 1.4806110458284372e-06,
"loss": 8.0721,
"step": 38
},
{
"epoch": 0.030256012412723042,
"grad_norm": 13.951966285705566,
"learning_rate": 1.5217391304347825e-06,
"loss": 6.2283,
"step": 39
},
{
"epoch": 0.031031807602792862,
"grad_norm": 9.040204048156738,
"learning_rate": 1.562867215041128e-06,
"loss": 5.365,
"step": 40
},
{
"epoch": 0.03180760279286268,
"grad_norm": 16.60372543334961,
"learning_rate": 1.6039952996474733e-06,
"loss": 6.0378,
"step": 41
},
{
"epoch": 0.032583397982932506,
"grad_norm": 18.186500549316406,
"learning_rate": 1.645123384253819e-06,
"loss": 6.5136,
"step": 42
},
{
"epoch": 0.03335919317300233,
"grad_norm": 10.157137870788574,
"learning_rate": 1.6862514688601645e-06,
"loss": 5.6955,
"step": 43
},
{
"epoch": 0.03413498836307215,
"grad_norm": 12.988446235656738,
"learning_rate": 1.7273795534665098e-06,
"loss": 6.1769,
"step": 44
},
{
"epoch": 0.03491078355314197,
"grad_norm": 17.56638526916504,
"learning_rate": 1.7685076380728553e-06,
"loss": 6.302,
"step": 45
},
{
"epoch": 0.035686578743211794,
"grad_norm": 14.749937057495117,
"learning_rate": 1.8096357226792008e-06,
"loss": 6.0792,
"step": 46
},
{
"epoch": 0.03646237393328161,
"grad_norm": 10.104000091552734,
"learning_rate": 1.8507638072855463e-06,
"loss": 5.4317,
"step": 47
},
{
"epoch": 0.037238169123351435,
"grad_norm": 11.410161972045898,
"learning_rate": 1.8918918918918918e-06,
"loss": 5.7632,
"step": 48
},
{
"epoch": 0.03801396431342126,
"grad_norm": 10.582472801208496,
"learning_rate": 1.933019976498237e-06,
"loss": 4.6767,
"step": 49
},
{
"epoch": 0.038789759503491075,
"grad_norm": 14.601061820983887,
"learning_rate": 1.9741480611045828e-06,
"loss": 6.1871,
"step": 50
},
{
"epoch": 0.0395655546935609,
"grad_norm": 10.493443489074707,
"learning_rate": 2.015276145710928e-06,
"loss": 5.572,
"step": 51
},
{
"epoch": 0.04034134988363072,
"grad_norm": 24.4001522064209,
"learning_rate": 2.0564042303172738e-06,
"loss": 7.351,
"step": 52
},
{
"epoch": 0.041117145073700546,
"grad_norm": 13.242673873901367,
"learning_rate": 2.097532314923619e-06,
"loss": 5.6907,
"step": 53
},
{
"epoch": 0.04189294026377036,
"grad_norm": 11.323930740356445,
"learning_rate": 2.1386603995299644e-06,
"loss": 5.7986,
"step": 54
},
{
"epoch": 0.04266873545384019,
"grad_norm": 13.408857345581055,
"learning_rate": 2.17978848413631e-06,
"loss": 5.9598,
"step": 55
},
{
"epoch": 0.04344453064391001,
"grad_norm": 8.789331436157227,
"learning_rate": 2.2209165687426554e-06,
"loss": 6.024,
"step": 56
},
{
"epoch": 0.04422032583397983,
"grad_norm": 10.100234985351562,
"learning_rate": 2.2620446533490006e-06,
"loss": 5.328,
"step": 57
},
{
"epoch": 0.04499612102404965,
"grad_norm": 13.21589469909668,
"learning_rate": 2.3031727379553464e-06,
"loss": 5.5545,
"step": 58
},
{
"epoch": 0.045771916214119475,
"grad_norm": 9.624663352966309,
"learning_rate": 2.344300822561692e-06,
"loss": 5.3813,
"step": 59
},
{
"epoch": 0.04654771140418929,
"grad_norm": 5.808309555053711,
"learning_rate": 2.3854289071680374e-06,
"loss": 5.3023,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_Qnli-dev_cosine_accuracy": 0.59765625,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.9559981226921082,
"eval_Qnli-dev_cosine_ap": 0.564511259877405,
"eval_Qnli-dev_cosine_f1": 0.6291834002677376,
"eval_Qnli-dev_cosine_f1_threshold": 0.7179018259048462,
"eval_Qnli-dev_cosine_precision": 0.4598825831702544,
"eval_Qnli-dev_cosine_recall": 0.9957627118644068,
"eval_Qnli-dev_dot_accuracy": 0.55078125,
"eval_Qnli-dev_dot_accuracy_threshold": 737.3067016601562,
"eval_Qnli-dev_dot_ap": 0.4732733398818325,
"eval_Qnli-dev_dot_f1": 0.629878869448183,
"eval_Qnli-dev_dot_f1_threshold": 463.4846496582031,
"eval_Qnli-dev_dot_precision": 0.46153846153846156,
"eval_Qnli-dev_dot_recall": 0.9915254237288136,
"eval_Qnli-dev_euclidean_accuracy": 0.6015625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 8.209783554077148,
"eval_Qnli-dev_euclidean_ap": 0.5833709480494583,
"eval_Qnli-dev_euclidean_f1": 0.6315789473684211,
"eval_Qnli-dev_euclidean_f1_threshold": 16.22138214111328,
"eval_Qnli-dev_euclidean_precision": 0.4633663366336634,
"eval_Qnli-dev_euclidean_recall": 0.9915254237288136,
"eval_Qnli-dev_manhattan_accuracy": 0.634765625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 146.8093719482422,
"eval_Qnli-dev_manhattan_ap": 0.6173131758641012,
"eval_Qnli-dev_manhattan_f1": 0.6291834002677376,
"eval_Qnli-dev_manhattan_f1_threshold": 266.38592529296875,
"eval_Qnli-dev_manhattan_precision": 0.4598825831702544,
"eval_Qnli-dev_manhattan_recall": 0.9957627118644068,
"eval_Qnli-dev_max_accuracy": 0.634765625,
"eval_Qnli-dev_max_accuracy_threshold": 737.3067016601562,
"eval_Qnli-dev_max_ap": 0.6173131758641012,
"eval_Qnli-dev_max_f1": 0.6315789473684211,
"eval_Qnli-dev_max_f1_threshold": 463.4846496582031,
"eval_Qnli-dev_max_precision": 0.4633663366336634,
"eval_Qnli-dev_max_recall": 0.9957627118644068,
"eval_allNLI-dev_cosine_accuracy": 0.6640625,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9944478273391724,
"eval_allNLI-dev_cosine_ap": 0.37265957387885357,
"eval_allNLI-dev_cosine_f1": 0.5104477611940298,
"eval_allNLI-dev_cosine_f1_threshold": 0.8620990514755249,
"eval_allNLI-dev_cosine_precision": 0.3440643863179074,
"eval_allNLI-dev_cosine_recall": 0.9884393063583815,
"eval_allNLI-dev_dot_accuracy": 0.66015625,
"eval_allNLI-dev_dot_accuracy_threshold": 1061.320556640625,
"eval_allNLI-dev_dot_ap": 0.329964611589565,
"eval_allNLI-dev_dot_f1": 0.5088235294117648,
"eval_allNLI-dev_dot_f1_threshold": 606.7950439453125,
"eval_allNLI-dev_dot_precision": 0.34122287968441817,
"eval_allNLI-dev_dot_recall": 1.0,
"eval_allNLI-dev_euclidean_accuracy": 0.666015625,
"eval_allNLI-dev_euclidean_accuracy_threshold": 5.134191513061523,
"eval_allNLI-dev_euclidean_ap": 0.36839120834109285,
"eval_allNLI-dev_euclidean_f1": 0.5113464447806354,
"eval_allNLI-dev_euclidean_f1_threshold": 14.78046989440918,
"eval_allNLI-dev_euclidean_precision": 0.3463114754098361,
"eval_allNLI-dev_euclidean_recall": 0.976878612716763,
"eval_allNLI-dev_manhattan_accuracy": 0.6640625,
"eval_allNLI-dev_manhattan_accuracy_threshold": 54.993194580078125,
"eval_allNLI-dev_manhattan_ap": 0.38115647907317707,
"eval_allNLI-dev_manhattan_f1": 0.5111441307578009,
"eval_allNLI-dev_manhattan_f1_threshold": 225.10543823242188,
"eval_allNLI-dev_manhattan_precision": 0.344,
"eval_allNLI-dev_manhattan_recall": 0.9942196531791907,
"eval_allNLI-dev_max_accuracy": 0.666015625,
"eval_allNLI-dev_max_accuracy_threshold": 1061.320556640625,
"eval_allNLI-dev_max_ap": 0.38115647907317707,
"eval_allNLI-dev_max_f1": 0.5113464447806354,
"eval_allNLI-dev_max_f1_threshold": 606.7950439453125,
"eval_allNLI-dev_max_precision": 0.3463114754098361,
"eval_allNLI-dev_max_recall": 1.0,
"eval_sequential_score": 0.6173131758641012,
"eval_sts-test_pearson_cosine": 0.15527534331116627,
"eval_sts-test_pearson_dot": 0.1562898413481788,
"eval_sts-test_pearson_euclidean": 0.1565855982058341,
"eval_sts-test_pearson_manhattan": 0.14924616505059007,
"eval_sts-test_pearson_max": 0.1565855982058341,
"eval_sts-test_spearman_cosine": 0.2096244403759917,
"eval_sts-test_spearman_dot": 0.155353153646277,
"eval_sts-test_spearman_euclidean": 0.1821313239351398,
"eval_sts-test_spearman_manhattan": 0.174985308262377,
"eval_sts-test_spearman_max": 0.2096244403759917,
"eval_vitaminc-pairs_loss": 3.995089530944824,
"eval_vitaminc-pairs_runtime": 5.4908,
"eval_vitaminc-pairs_samples_per_second": 23.312,
"eval_vitaminc-pairs_steps_per_second": 0.364,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_negation-triplets_loss": 5.3504109382629395,
"eval_negation-triplets_runtime": 1.115,
"eval_negation-triplets_samples_per_second": 114.8,
"eval_negation-triplets_steps_per_second": 1.794,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_scitail-pairs-pos_loss": 2.7031445503234863,
"eval_scitail-pairs-pos_runtime": 1.238,
"eval_scitail-pairs-pos_samples_per_second": 103.395,
"eval_scitail-pairs-pos_steps_per_second": 1.616,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_scitail-pairs-qa_loss": 3.3194987773895264,
"eval_scitail-pairs-qa_runtime": 0.9091,
"eval_scitail-pairs-qa_samples_per_second": 140.792,
"eval_scitail-pairs-qa_steps_per_second": 2.2,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_xsum-pairs_loss": 5.565915584564209,
"eval_xsum-pairs_runtime": 4.303,
"eval_xsum-pairs_samples_per_second": 29.747,
"eval_xsum-pairs_steps_per_second": 0.465,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_sciq_pairs_loss": 0.9480071067810059,
"eval_sciq_pairs_runtime": 5.5715,
"eval_sciq_pairs_samples_per_second": 22.974,
"eval_sciq_pairs_steps_per_second": 0.359,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_qasc_pairs_loss": 6.708042144775391,
"eval_qasc_pairs_runtime": 0.978,
"eval_qasc_pairs_samples_per_second": 130.881,
"eval_qasc_pairs_steps_per_second": 2.045,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_openbookqa_pairs_loss": 5.462226390838623,
"eval_openbookqa_pairs_runtime": 0.8592,
"eval_openbookqa_pairs_samples_per_second": 148.973,
"eval_openbookqa_pairs_steps_per_second": 2.328,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_msmarco_pairs_loss": 8.80248737335205,
"eval_msmarco_pairs_runtime": 1.9622,
"eval_msmarco_pairs_samples_per_second": 65.234,
"eval_msmarco_pairs_steps_per_second": 1.019,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_nq_pairs_loss": 7.891404628753662,
"eval_nq_pairs_runtime": 4.4106,
"eval_nq_pairs_samples_per_second": 29.021,
"eval_nq_pairs_steps_per_second": 0.453,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_trivia_pairs_loss": 6.30972146987915,
"eval_trivia_pairs_runtime": 4.5239,
"eval_trivia_pairs_samples_per_second": 28.294,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_gooaq_pairs_loss": 6.851067066192627,
"eval_gooaq_pairs_runtime": 1.2706,
"eval_gooaq_pairs_samples_per_second": 100.74,
"eval_gooaq_pairs_steps_per_second": 1.574,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_paws-pos_loss": 2.74210262298584,
"eval_paws-pos_runtime": 1.0213,
"eval_paws-pos_samples_per_second": 125.326,
"eval_paws-pos_steps_per_second": 1.958,
"step": 60
},
{
"epoch": 0.04654771140418929,
"eval_global_dataset_loss": 5.345330715179443,
"eval_global_dataset_runtime": 21.1331,
"eval_global_dataset_samples_per_second": 19.685,
"eval_global_dataset_steps_per_second": 0.331,
"step": 60
},
{
"epoch": 0.047323506594259115,
"grad_norm": 15.78637981414795,
"learning_rate": 2.426556991774383e-06,
"loss": 3.5705,
"step": 61
},
{
"epoch": 0.04809930178432894,
"grad_norm": 7.229628562927246,
"learning_rate": 2.4676850763807284e-06,
"loss": 5.8784,
"step": 62
},
{
"epoch": 0.048875096974398756,
"grad_norm": 35.124271392822266,
"learning_rate": 2.5088131609870737e-06,
"loss": 8.5966,
"step": 63
},
{
"epoch": 0.04965089216446858,
"grad_norm": 10.43959903717041,
"learning_rate": 2.5499412455934194e-06,
"loss": 5.9225,
"step": 64
},
{
"epoch": 0.0504266873545384,
"grad_norm": 9.716011047363281,
"learning_rate": 2.5910693301997647e-06,
"loss": 4.6667,
"step": 65
},
{
"epoch": 0.05120248254460822,
"grad_norm": 12.058530807495117,
"learning_rate": 2.63219741480611e-06,
"loss": 6.12,
"step": 66
},
{
"epoch": 0.051978277734678044,
"grad_norm": 9.680259704589844,
"learning_rate": 2.6733254994124557e-06,
"loss": 5.2713,
"step": 67
},
{
"epoch": 0.05275407292474787,
"grad_norm": 20.48016929626465,
"learning_rate": 2.7144535840188014e-06,
"loss": 6.9483,
"step": 68
},
{
"epoch": 0.05352986811481769,
"grad_norm": 15.96925163269043,
"learning_rate": 2.7555816686251467e-06,
"loss": 3.6892,
"step": 69
},
{
"epoch": 0.05430566330488751,
"grad_norm": 25.622777938842773,
"learning_rate": 2.796709753231492e-06,
"loss": 7.5618,
"step": 70
},
{
"epoch": 0.05508145849495733,
"grad_norm": 9.09017562866211,
"learning_rate": 2.8378378378378377e-06,
"loss": 5.8086,
"step": 71
},
{
"epoch": 0.055857253685027156,
"grad_norm": 23.944202423095703,
"learning_rate": 2.878965922444183e-06,
"loss": 6.517,
"step": 72
},
{
"epoch": 0.05663304887509697,
"grad_norm": 9.879794120788574,
"learning_rate": 2.9200940070505282e-06,
"loss": 5.5826,
"step": 73
},
{
"epoch": 0.057408844065166796,
"grad_norm": 16.403295516967773,
"learning_rate": 2.9612220916568744e-06,
"loss": 6.5543,
"step": 74
},
{
"epoch": 0.05818463925523662,
"grad_norm": 25.534475326538086,
"learning_rate": 3.0023501762632197e-06,
"loss": 6.5721,
"step": 75
},
{
"epoch": 0.05896043444530644,
"grad_norm": 8.420788764953613,
"learning_rate": 3.043478260869565e-06,
"loss": 5.4454,
"step": 76
},
{
"epoch": 0.05973622963537626,
"grad_norm": 20.24285888671875,
"learning_rate": 3.0846063454759102e-06,
"loss": 6.3208,
"step": 77
},
{
"epoch": 0.060512024825446084,
"grad_norm": 15.204730987548828,
"learning_rate": 3.125734430082256e-06,
"loss": 6.5299,
"step": 78
},
{
"epoch": 0.0612878200155159,
"grad_norm": 20.533952713012695,
"learning_rate": 3.1668625146886012e-06,
"loss": 7.1424,
"step": 79
},
{
"epoch": 0.062063615205585725,
"grad_norm": 8.96998405456543,
"learning_rate": 3.2079905992949465e-06,
"loss": 5.1799,
"step": 80
},
{
"epoch": 0.06283941039565555,
"grad_norm": NaN,
"learning_rate": 3.2079905992949465e-06,
"loss": 6.3358,
"step": 81
},
{
"epoch": 0.06361520558572537,
"grad_norm": 28.576021194458008,
"learning_rate": 3.2491186839012927e-06,
"loss": 7.9256,
"step": 82
},
{
"epoch": 0.0643910007757952,
"grad_norm": 8.81160831451416,
"learning_rate": 3.290246768507638e-06,
"loss": 5.4606,
"step": 83
},
{
"epoch": 0.06516679596586501,
"grad_norm": 8.355425834655762,
"learning_rate": 3.3313748531139832e-06,
"loss": 5.6861,
"step": 84
},
{
"epoch": 0.06594259115593483,
"grad_norm": 16.12509536743164,
"learning_rate": 3.372502937720329e-06,
"loss": 3.6595,
"step": 85
},
{
"epoch": 0.06671838634600466,
"grad_norm": 7.375875473022461,
"learning_rate": 3.4136310223266742e-06,
"loss": 5.3626,
"step": 86
},
{
"epoch": 0.06749418153607448,
"grad_norm": 7.526387691497803,
"learning_rate": 3.4547591069330195e-06,
"loss": 5.7214,
"step": 87
},
{
"epoch": 0.0682699767261443,
"grad_norm": 16.23571014404297,
"learning_rate": 3.495887191539365e-06,
"loss": 3.7724,
"step": 88
},
{
"epoch": 0.06904577191621412,
"grad_norm": 19.215839385986328,
"learning_rate": 3.5370152761457105e-06,
"loss": 6.8782,
"step": 89
},
{
"epoch": 0.06982156710628394,
"grad_norm": 20.674381256103516,
"learning_rate": 3.5781433607520563e-06,
"loss": 7.1858,
"step": 90
},
{
"epoch": 0.07059736229635376,
"grad_norm": 12.960572242736816,
"learning_rate": 3.6192714453584015e-06,
"loss": 6.1052,
"step": 91
},
{
"epoch": 0.07137315748642359,
"grad_norm": 5.505962371826172,
"learning_rate": 3.6603995299647473e-06,
"loss": 5.6906,
"step": 92
},
{
"epoch": 0.0721489526764934,
"grad_norm": 13.981863021850586,
"learning_rate": 3.7015276145710925e-06,
"loss": 6.3279,
"step": 93
},
{
"epoch": 0.07292474786656322,
"grad_norm": 15.760379791259766,
"learning_rate": 3.742655699177438e-06,
"loss": 6.6561,
"step": 94
},
{
"epoch": 0.07370054305663305,
"grad_norm": 4.809438705444336,
"learning_rate": 3.7837837837837835e-06,
"loss": 5.634,
"step": 95
},
{
"epoch": 0.07447633824670287,
"grad_norm": 6.97947883605957,
"learning_rate": 3.824911868390129e-06,
"loss": 5.6729,
"step": 96
},
{
"epoch": 0.07525213343677269,
"grad_norm": 6.912349224090576,
"learning_rate": 3.866039952996474e-06,
"loss": 5.1085,
"step": 97
},
{
"epoch": 0.07602792862684252,
"grad_norm": 16.25594711303711,
"learning_rate": 3.907168037602819e-06,
"loss": 6.7441,
"step": 98
},
{
"epoch": 0.07680372381691233,
"grad_norm": 12.987081527709961,
"learning_rate": 3.9482961222091655e-06,
"loss": 6.2151,
"step": 99
},
{
"epoch": 0.07757951900698215,
"grad_norm": 16.0250244140625,
"learning_rate": 3.989424206815511e-06,
"loss": 6.6636,
"step": 100
},
{
"epoch": 0.07835531419705198,
"grad_norm": 7.364856243133545,
"learning_rate": 4.030552291421856e-06,
"loss": 5.3276,
"step": 101
},
{
"epoch": 0.0791311093871218,
"grad_norm": 7.465214252471924,
"learning_rate": 4.071680376028202e-06,
"loss": 5.1297,
"step": 102
},
{
"epoch": 0.07990690457719161,
"grad_norm": 7.24612283706665,
"learning_rate": 4.1128084606345476e-06,
"loss": 5.0139,
"step": 103
},
{
"epoch": 0.08068269976726145,
"grad_norm": 6.434986591339111,
"learning_rate": 4.153936545240893e-06,
"loss": 5.029,
"step": 104
},
{
"epoch": 0.08145849495733126,
"grad_norm": 4.641157627105713,
"learning_rate": 4.195064629847238e-06,
"loss": 5.605,
"step": 105
},
{
"epoch": 0.08223429014740109,
"grad_norm": 7.490912437438965,
"learning_rate": 4.236192714453583e-06,
"loss": 5.0171,
"step": 106
},
{
"epoch": 0.08301008533747091,
"grad_norm": 17.2343692779541,
"learning_rate": 4.277320799059929e-06,
"loss": 3.6544,
"step": 107
},
{
"epoch": 0.08378588052754073,
"grad_norm": 7.838309288024902,
"learning_rate": 4.318448883666274e-06,
"loss": 5.9355,
"step": 108
},
{
"epoch": 0.08456167571761056,
"grad_norm": 8.586014747619629,
"learning_rate": 4.35957696827262e-06,
"loss": 5.7908,
"step": 109
},
{
"epoch": 0.08533747090768037,
"grad_norm": 7.035303592681885,
"learning_rate": 4.400705052878966e-06,
"loss": 5.2447,
"step": 110
},
{
"epoch": 0.08611326609775019,
"grad_norm": 15.303041458129883,
"learning_rate": 4.441833137485311e-06,
"loss": 6.5699,
"step": 111
},
{
"epoch": 0.08688906128782002,
"grad_norm": 6.91060733795166,
"learning_rate": 4.482961222091657e-06,
"loss": 4.8604,
"step": 112
},
{
"epoch": 0.08766485647788984,
"grad_norm": 4.178639888763428,
"learning_rate": 4.524089306698001e-06,
"loss": 5.6599,
"step": 113
},
{
"epoch": 0.08844065166795965,
"grad_norm": 7.758280277252197,
"learning_rate": 4.5652173913043474e-06,
"loss": 4.9483,
"step": 114
},
{
"epoch": 0.08921644685802949,
"grad_norm": 8.945616722106934,
"learning_rate": 4.606345475910693e-06,
"loss": 5.7634,
"step": 115
},
{
"epoch": 0.0899922420480993,
"grad_norm": 6.94469690322876,
"learning_rate": 4.647473560517038e-06,
"loss": 5.0934,
"step": 116
},
{
"epoch": 0.09076803723816912,
"grad_norm": 8.813899040222168,
"learning_rate": 4.688601645123384e-06,
"loss": 4.5253,
"step": 117
},
{
"epoch": 0.09154383242823895,
"grad_norm": 10.021103858947754,
"learning_rate": 4.7297297297297294e-06,
"loss": 4.6447,
"step": 118
},
{
"epoch": 0.09231962761830877,
"grad_norm": 4.420945644378662,
"learning_rate": 4.770857814336075e-06,
"loss": 5.5944,
"step": 119
},
{
"epoch": 0.09309542280837858,
"grad_norm": 8.930946350097656,
"learning_rate": 4.81198589894242e-06,
"loss": 4.4379,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_Qnli-dev_cosine_accuracy": 0.611328125,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.9671535491943359,
"eval_Qnli-dev_cosine_ap": 0.5751874558355262,
"eval_Qnli-dev_cosine_f1": 0.6291834002677376,
"eval_Qnli-dev_cosine_f1_threshold": 0.7754666805267334,
"eval_Qnli-dev_cosine_precision": 0.4598825831702544,
"eval_Qnli-dev_cosine_recall": 0.9957627118644068,
"eval_Qnli-dev_dot_accuracy": 0.548828125,
"eval_Qnli-dev_dot_accuracy_threshold": 812.9189453125,
"eval_Qnli-dev_dot_ap": 0.47763633423847596,
"eval_Qnli-dev_dot_f1": 0.6308724832214765,
"eval_Qnli-dev_dot_f1_threshold": 487.3522033691406,
"eval_Qnli-dev_dot_precision": 0.46168958742632615,
"eval_Qnli-dev_dot_recall": 0.9957627118644068,
"eval_Qnli-dev_euclidean_accuracy": 0.609375,
"eval_Qnli-dev_euclidean_accuracy_threshold": 8.314947128295898,
"eval_Qnli-dev_euclidean_ap": 0.5924255839030361,
"eval_Qnli-dev_euclidean_f1": 0.6300268096514745,
"eval_Qnli-dev_euclidean_f1_threshold": 16.918926239013672,
"eval_Qnli-dev_euclidean_precision": 0.46078431372549017,
"eval_Qnli-dev_euclidean_recall": 0.9957627118644068,
"eval_Qnli-dev_manhattan_accuracy": 0.630859375,
"eval_Qnli-dev_manhattan_accuracy_threshold": 138.335693359375,
"eval_Qnli-dev_manhattan_ap": 0.6151670800573863,
"eval_Qnli-dev_manhattan_f1": 0.6325966850828729,
"eval_Qnli-dev_manhattan_f1_threshold": 208.749267578125,
"eval_Qnli-dev_manhattan_precision": 0.4692622950819672,
"eval_Qnli-dev_manhattan_recall": 0.9703389830508474,
"eval_Qnli-dev_max_accuracy": 0.630859375,
"eval_Qnli-dev_max_accuracy_threshold": 812.9189453125,
"eval_Qnli-dev_max_ap": 0.6151670800573863,
"eval_Qnli-dev_max_f1": 0.6325966850828729,
"eval_Qnli-dev_max_f1_threshold": 487.3522033691406,
"eval_Qnli-dev_max_precision": 0.4692622950819672,
"eval_Qnli-dev_max_recall": 0.9957627118644068,
"eval_allNLI-dev_cosine_accuracy": 0.673828125,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9807866811752319,
"eval_allNLI-dev_cosine_ap": 0.3981958701708742,
"eval_allNLI-dev_cosine_f1": 0.5135951661631419,
"eval_allNLI-dev_cosine_f1_threshold": 0.8885090351104736,
"eval_allNLI-dev_cosine_precision": 0.3476482617586912,
"eval_allNLI-dev_cosine_recall": 0.9826589595375722,
"eval_allNLI-dev_dot_accuracy": 0.66015625,
"eval_allNLI-dev_dot_accuracy_threshold": 1020.55224609375,
"eval_allNLI-dev_dot_ap": 0.3253263107868747,
"eval_allNLI-dev_dot_f1": 0.5089285714285714,
"eval_allNLI-dev_dot_f1_threshold": 662.3919067382812,
"eval_allNLI-dev_dot_precision": 0.342685370741483,
"eval_allNLI-dev_dot_recall": 0.9884393063583815,
"eval_allNLI-dev_euclidean_accuracy": 0.66796875,
"eval_allNLI-dev_euclidean_accuracy_threshold": 5.130853652954102,
"eval_allNLI-dev_euclidean_ap": 0.3883458149835009,
"eval_allNLI-dev_euclidean_f1": 0.5128205128205128,
"eval_allNLI-dev_euclidean_f1_threshold": 14.313749313354492,
"eval_allNLI-dev_euclidean_precision": 0.3469387755102041,
"eval_allNLI-dev_euclidean_recall": 0.9826589595375722,
"eval_allNLI-dev_manhattan_accuracy": 0.66796875,
"eval_allNLI-dev_manhattan_accuracy_threshold": 89.57350158691406,
"eval_allNLI-dev_manhattan_ap": 0.40232496525900585,
"eval_allNLI-dev_manhattan_f1": 0.5089820359281437,
"eval_allNLI-dev_manhattan_f1_threshold": 217.869384765625,
"eval_allNLI-dev_manhattan_precision": 0.3434343434343434,
"eval_allNLI-dev_manhattan_recall": 0.9826589595375722,
"eval_allNLI-dev_max_accuracy": 0.673828125,
"eval_allNLI-dev_max_accuracy_threshold": 1020.55224609375,
"eval_allNLI-dev_max_ap": 0.40232496525900585,
"eval_allNLI-dev_max_f1": 0.5135951661631419,
"eval_allNLI-dev_max_f1_threshold": 662.3919067382812,
"eval_allNLI-dev_max_precision": 0.3476482617586912,
"eval_allNLI-dev_max_recall": 0.9884393063583815,
"eval_sequential_score": 0.6151670800573863,
"eval_sts-test_pearson_cosine": 0.17530815823467685,
"eval_sts-test_pearson_dot": 0.18707707355601674,
"eval_sts-test_pearson_euclidean": 0.17782964327059717,
"eval_sts-test_pearson_manhattan": 0.16938653812007057,
"eval_sts-test_pearson_max": 0.18707707355601674,
"eval_sts-test_spearman_cosine": 0.23193070661653478,
"eval_sts-test_spearman_dot": 0.1855223507670731,
"eval_sts-test_spearman_euclidean": 0.2037636361791284,
"eval_sts-test_spearman_manhattan": 0.19557191778143276,
"eval_sts-test_spearman_max": 0.23193070661653478,
"eval_vitaminc-pairs_loss": 3.9059581756591797,
"eval_vitaminc-pairs_runtime": 5.4911,
"eval_vitaminc-pairs_samples_per_second": 23.311,
"eval_vitaminc-pairs_steps_per_second": 0.364,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_negation-triplets_loss": 5.277580738067627,
"eval_negation-triplets_runtime": 1.1046,
"eval_negation-triplets_samples_per_second": 115.878,
"eval_negation-triplets_steps_per_second": 1.811,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_scitail-pairs-pos_loss": 2.574610471725464,
"eval_scitail-pairs-pos_runtime": 1.2106,
"eval_scitail-pairs-pos_samples_per_second": 105.735,
"eval_scitail-pairs-pos_steps_per_second": 1.652,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_scitail-pairs-qa_loss": 3.310026168823242,
"eval_scitail-pairs-qa_runtime": 0.9039,
"eval_scitail-pairs-qa_samples_per_second": 141.61,
"eval_scitail-pairs-qa_steps_per_second": 2.213,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_xsum-pairs_loss": 5.120739936828613,
"eval_xsum-pairs_runtime": 4.3092,
"eval_xsum-pairs_samples_per_second": 29.704,
"eval_xsum-pairs_steps_per_second": 0.464,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_sciq_pairs_loss": 0.878578245639801,
"eval_sciq_pairs_runtime": 5.5099,
"eval_sciq_pairs_samples_per_second": 23.231,
"eval_sciq_pairs_steps_per_second": 0.363,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_qasc_pairs_loss": 5.170502185821533,
"eval_qasc_pairs_runtime": 1.0003,
"eval_qasc_pairs_samples_per_second": 127.96,
"eval_qasc_pairs_steps_per_second": 1.999,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_openbookqa_pairs_loss": 5.240739822387695,
"eval_openbookqa_pairs_runtime": 0.8534,
"eval_openbookqa_pairs_samples_per_second": 149.988,
"eval_openbookqa_pairs_steps_per_second": 2.344,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_msmarco_pairs_loss": 6.330340385437012,
"eval_msmarco_pairs_runtime": 1.955,
"eval_msmarco_pairs_samples_per_second": 65.475,
"eval_msmarco_pairs_steps_per_second": 1.023,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_nq_pairs_loss": 5.914206504821777,
"eval_nq_pairs_runtime": 4.4057,
"eval_nq_pairs_samples_per_second": 29.053,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_trivia_pairs_loss": 5.414165019989014,
"eval_trivia_pairs_runtime": 4.5232,
"eval_trivia_pairs_samples_per_second": 28.299,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_gooaq_pairs_loss": 5.54625129699707,
"eval_gooaq_pairs_runtime": 1.2712,
"eval_gooaq_pairs_samples_per_second": 100.693,
"eval_gooaq_pairs_steps_per_second": 1.573,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_paws-pos_loss": 2.632805585861206,
"eval_paws-pos_runtime": 1.0285,
"eval_paws-pos_samples_per_second": 124.448,
"eval_paws-pos_steps_per_second": 1.944,
"step": 120
},
{
"epoch": 0.09309542280837858,
"eval_global_dataset_loss": 4.557917594909668,
"eval_global_dataset_runtime": 21.1343,
"eval_global_dataset_samples_per_second": 19.684,
"eval_global_dataset_steps_per_second": 0.331,
"step": 120
},
{
"epoch": 0.09387121799844841,
"grad_norm": 8.41954517364502,
"learning_rate": 4.853113983548766e-06,
"loss": 4.9112,
"step": 121
},
{
"epoch": 0.09464701318851823,
"grad_norm": 11.133651733398438,
"learning_rate": 4.894242068155111e-06,
"loss": 4.6273,
"step": 122
},
{
"epoch": 0.09542280837858805,
"grad_norm": 8.026440620422363,
"learning_rate": 4.935370152761457e-06,
"loss": 5.5262,
"step": 123
},
{
"epoch": 0.09619860356865788,
"grad_norm": 8.465253829956055,
"learning_rate": 4.976498237367803e-06,
"loss": 4.837,
"step": 124
},
{
"epoch": 0.0969743987587277,
"grad_norm": 16.9398193359375,
"learning_rate": 5.017626321974147e-06,
"loss": 6.3641,
"step": 125
},
{
"epoch": 0.09775019394879751,
"grad_norm": 8.868680953979492,
"learning_rate": 5.0587544065804934e-06,
"loss": 4.6542,
"step": 126
},
{
"epoch": 0.09852598913886734,
"grad_norm": 21.058149337768555,
"learning_rate": 5.099882491186839e-06,
"loss": 3.2895,
"step": 127
},
{
"epoch": 0.09930178432893716,
"grad_norm": 10.110532760620117,
"learning_rate": 5.141010575793184e-06,
"loss": 5.5488,
"step": 128
},
{
"epoch": 0.10007757951900698,
"grad_norm": 17.80249786376953,
"learning_rate": 5.182138660399529e-06,
"loss": 6.3668,
"step": 129
},
{
"epoch": 0.1008533747090768,
"grad_norm": 11.01941204071045,
"learning_rate": 5.2232667450058754e-06,
"loss": 6.0549,
"step": 130
},
{
"epoch": 0.10162916989914662,
"grad_norm": 9.745173454284668,
"learning_rate": 5.26439482961222e-06,
"loss": 4.7537,
"step": 131
},
{
"epoch": 0.10240496508921644,
"grad_norm": 10.010377883911133,
"learning_rate": 5.305522914218566e-06,
"loss": 4.245,
"step": 132
},
{
"epoch": 0.10318076027928627,
"grad_norm": 13.334067344665527,
"learning_rate": 5.346650998824911e-06,
"loss": 4.3526,
"step": 133
},
{
"epoch": 0.10395655546935609,
"grad_norm": 23.037643432617188,
"learning_rate": 5.387779083431257e-06,
"loss": 2.9629,
"step": 134
},
{
"epoch": 0.10473235065942592,
"grad_norm": 10.07296085357666,
"learning_rate": 5.428907168037603e-06,
"loss": 4.4471,
"step": 135
},
{
"epoch": 0.10550814584949574,
"grad_norm": 9.801810264587402,
"learning_rate": 5.470035252643947e-06,
"loss": 4.5066,
"step": 136
},
{
"epoch": 0.10628394103956555,
"grad_norm": 9.673730850219727,
"learning_rate": 5.511163337250293e-06,
"loss": 4.7698,
"step": 137
},
{
"epoch": 0.10705973622963538,
"grad_norm": 15.595386505126953,
"learning_rate": 5.5522914218566394e-06,
"loss": 4.706,
"step": 138
},
{
"epoch": 0.1078355314197052,
"grad_norm": 10.181653022766113,
"learning_rate": 5.593419506462984e-06,
"loss": 4.4883,
"step": 139
},
{
"epoch": 0.10861132660977502,
"grad_norm": 16.41044807434082,
"learning_rate": 5.63454759106933e-06,
"loss": 6.0553,
"step": 140
},
{
"epoch": 0.10938712179984485,
"grad_norm": 15.553648948669434,
"learning_rate": 5.675675675675675e-06,
"loss": 5.8958,
"step": 141
},
{
"epoch": 0.11016291698991466,
"grad_norm": 11.734206199645996,
"learning_rate": 5.716803760282021e-06,
"loss": 4.1842,
"step": 142
},
{
"epoch": 0.11093871217998448,
"grad_norm": 20.94911766052246,
"learning_rate": 5.757931844888366e-06,
"loss": 6.3887,
"step": 143
},
{
"epoch": 0.11171450737005431,
"grad_norm": 17.768552780151367,
"learning_rate": 5.799059929494712e-06,
"loss": 4.0725,
"step": 144
},
{
"epoch": 0.11249030256012413,
"grad_norm": 11.716679573059082,
"learning_rate": 5.8401880141010565e-06,
"loss": 4.6545,
"step": 145
},
{
"epoch": 0.11326609775019394,
"grad_norm": 16.473339080810547,
"learning_rate": 5.881316098707403e-06,
"loss": 6.1092,
"step": 146
},
{
"epoch": 0.11404189294026378,
"grad_norm": 11.649435997009277,
"learning_rate": 5.922444183313749e-06,
"loss": 3.7272,
"step": 147
},
{
"epoch": 0.11481768813033359,
"grad_norm": 12.287504196166992,
"learning_rate": 5.963572267920093e-06,
"loss": 4.1651,
"step": 148
},
{
"epoch": 0.11559348332040341,
"grad_norm": 12.262931823730469,
"learning_rate": 6.004700352526439e-06,
"loss": 3.8952,
"step": 149
},
{
"epoch": 0.11636927851047324,
"grad_norm": 14.264664649963379,
"learning_rate": 6.045828437132785e-06,
"loss": 4.6196,
"step": 150
},
{
"epoch": 0.11714507370054306,
"grad_norm": 12.257019996643066,
"learning_rate": 6.08695652173913e-06,
"loss": 3.7705,
"step": 151
},
{
"epoch": 0.11792086889061287,
"grad_norm": 29.75714874267578,
"learning_rate": 6.128084606345475e-06,
"loss": 6.073,
"step": 152
},
{
"epoch": 0.1186966640806827,
"grad_norm": 11.830326080322266,
"learning_rate": 6.1692126909518205e-06,
"loss": 3.7738,
"step": 153
},
{
"epoch": 0.11947245927075252,
"grad_norm": 17.84813117980957,
"learning_rate": 6.210340775558167e-06,
"loss": 3.6523,
"step": 154
},
{
"epoch": 0.12024825446082234,
"grad_norm": 18.622961044311523,
"learning_rate": 6.251468860164512e-06,
"loss": 5.4226,
"step": 155
},
{
"epoch": 0.12102404965089217,
"grad_norm": 11.234856605529785,
"learning_rate": 6.292596944770857e-06,
"loss": 4.5508,
"step": 156
},
{
"epoch": 0.12179984484096198,
"grad_norm": 12.604881286621094,
"learning_rate": 6.3337250293772025e-06,
"loss": 3.9043,
"step": 157
},
{
"epoch": 0.1225756400310318,
"grad_norm": 13.025086402893066,
"learning_rate": 6.374853113983549e-06,
"loss": 3.66,
"step": 158
},
{
"epoch": 0.12335143522110163,
"grad_norm": 36.854610443115234,
"learning_rate": 6.415981198589893e-06,
"loss": 6.0984,
"step": 159
},
{
"epoch": 0.12412723041117145,
"grad_norm": 11.726686477661133,
"learning_rate": 6.457109283196239e-06,
"loss": 3.9498,
"step": 160
},
{
"epoch": 0.12490302560124127,
"grad_norm": 11.277478218078613,
"learning_rate": 6.498237367802585e-06,
"loss": 4.4688,
"step": 161
},
{
"epoch": 0.1256788207913111,
"grad_norm": 13.619148254394531,
"learning_rate": 6.53936545240893e-06,
"loss": 3.6255,
"step": 162
},
{
"epoch": 0.1264546159813809,
"grad_norm": 13.29480266571045,
"learning_rate": 6.580493537015276e-06,
"loss": 3.658,
"step": 163
},
{
"epoch": 0.12723041117145073,
"grad_norm": 12.314528465270996,
"learning_rate": 6.621621621621621e-06,
"loss": 3.4856,
"step": 164
},
{
"epoch": 0.12800620636152055,
"grad_norm": 13.117006301879883,
"learning_rate": 6.6627497062279665e-06,
"loss": 5.3092,
"step": 165
},
{
"epoch": 0.1287820015515904,
"grad_norm": 16.65713882446289,
"learning_rate": 6.703877790834312e-06,
"loss": 3.7321,
"step": 166
},
{
"epoch": 0.1295577967416602,
"grad_norm": 13.305086135864258,
"learning_rate": 6.745005875440658e-06,
"loss": 3.2995,
"step": 167
},
{
"epoch": 0.13033359193173003,
"grad_norm": 17.29372215270996,
"learning_rate": 6.786133960047002e-06,
"loss": 5.1161,
"step": 168
},
{
"epoch": 0.13110938712179984,
"grad_norm": 12.293781280517578,
"learning_rate": 6.8272620446533485e-06,
"loss": 3.614,
"step": 169
},
{
"epoch": 0.13188518231186966,
"grad_norm": 14.023563385009766,
"learning_rate": 6.868390129259695e-06,
"loss": 4.0901,
"step": 170
},
{
"epoch": 0.13266097750193948,
"grad_norm": 12.515665054321289,
"learning_rate": 6.909518213866039e-06,
"loss": 3.4437,
"step": 171
},
{
"epoch": 0.13343677269200932,
"grad_norm": 19.10329246520996,
"learning_rate": 6.950646298472385e-06,
"loss": 5.0212,
"step": 172
},
{
"epoch": 0.13421256788207914,
"grad_norm": 22.987899780273438,
"learning_rate": 6.99177438307873e-06,
"loss": 1.3904,
"step": 173
},
{
"epoch": 0.13498836307214895,
"grad_norm": 23.559511184692383,
"learning_rate": 7.032902467685076e-06,
"loss": 5.6536,
"step": 174
},
{
"epoch": 0.13576415826221877,
"grad_norm": 15.472027778625488,
"learning_rate": 7.074030552291421e-06,
"loss": 5.0981,
"step": 175
},
{
"epoch": 0.1365399534522886,
"grad_norm": 15.673625946044922,
"learning_rate": 7.115158636897766e-06,
"loss": 4.7528,
"step": 176
},
{
"epoch": 0.1373157486423584,
"grad_norm": 31.196725845336914,
"learning_rate": 7.1562867215041125e-06,
"loss": 5.4556,
"step": 177
},
{
"epoch": 0.13809154383242825,
"grad_norm": 13.222643852233887,
"learning_rate": 7.197414806110458e-06,
"loss": 2.8553,
"step": 178
},
{
"epoch": 0.13886733902249807,
"grad_norm": 25.982681274414062,
"learning_rate": 7.238542890716803e-06,
"loss": 5.4703,
"step": 179
},
{
"epoch": 0.13964313421256788,
"grad_norm": 20.191654205322266,
"learning_rate": 7.279670975323148e-06,
"loss": 4.7665,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_Qnli-dev_cosine_accuracy": 0.634765625,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.9040530323982239,
"eval_Qnli-dev_cosine_ap": 0.6065022391968738,
"eval_Qnli-dev_cosine_f1": 0.6353591160220995,
"eval_Qnli-dev_cosine_f1_threshold": 0.7576093673706055,
"eval_Qnli-dev_cosine_precision": 0.4713114754098361,
"eval_Qnli-dev_cosine_recall": 0.9745762711864406,
"eval_Qnli-dev_dot_accuracy": 0.576171875,
"eval_Qnli-dev_dot_accuracy_threshold": 628.8133544921875,
"eval_Qnli-dev_dot_ap": 0.526966347597625,
"eval_Qnli-dev_dot_f1": 0.6307277628032345,
"eval_Qnli-dev_dot_f1_threshold": 381.04156494140625,
"eval_Qnli-dev_dot_precision": 0.4624505928853755,
"eval_Qnli-dev_dot_recall": 0.9915254237288136,
"eval_Qnli-dev_euclidean_accuracy": 0.623046875,
"eval_Qnli-dev_euclidean_accuracy_threshold": 11.349706649780273,
"eval_Qnli-dev_euclidean_ap": 0.6145366635531581,
"eval_Qnli-dev_euclidean_f1": 0.6321525885558583,
"eval_Qnli-dev_euclidean_f1_threshold": 18.34234619140625,
"eval_Qnli-dev_euclidean_precision": 0.46586345381526106,
"eval_Qnli-dev_euclidean_recall": 0.9830508474576272,
"eval_Qnli-dev_manhattan_accuracy": 0.619140625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 173.58065795898438,
"eval_Qnli-dev_manhattan_ap": 0.6265850112923517,
"eval_Qnli-dev_manhattan_f1": 0.6324324324324324,
"eval_Qnli-dev_manhattan_f1_threshold": 324.4728698730469,
"eval_Qnli-dev_manhattan_precision": 0.4642857142857143,
"eval_Qnli-dev_manhattan_recall": 0.9915254237288136,
"eval_Qnli-dev_max_accuracy": 0.634765625,
"eval_Qnli-dev_max_accuracy_threshold": 628.8133544921875,
"eval_Qnli-dev_max_ap": 0.6265850112923517,
"eval_Qnli-dev_max_f1": 0.6353591160220995,
"eval_Qnli-dev_max_f1_threshold": 381.04156494140625,
"eval_Qnli-dev_max_precision": 0.4713114754098361,
"eval_Qnli-dev_max_recall": 0.9915254237288136,
"eval_allNLI-dev_cosine_accuracy": 0.685546875,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9723453521728516,
"eval_allNLI-dev_cosine_ap": 0.43881901898113645,
"eval_allNLI-dev_cosine_f1": 0.5192982456140351,
"eval_allNLI-dev_cosine_f1_threshold": 0.8869714736938477,
"eval_allNLI-dev_cosine_precision": 0.37279596977329976,
"eval_allNLI-dev_cosine_recall": 0.8554913294797688,
"eval_allNLI-dev_dot_accuracy": 0.66796875,
"eval_allNLI-dev_dot_accuracy_threshold": 798.5744018554688,
"eval_allNLI-dev_dot_ap": 0.3613142873320213,
"eval_allNLI-dev_dot_f1": 0.5066273932253312,
"eval_allNLI-dev_dot_f1_threshold": 449.14764404296875,
"eval_allNLI-dev_dot_precision": 0.33992094861660077,
"eval_allNLI-dev_dot_recall": 0.9942196531791907,
"eval_allNLI-dev_euclidean_accuracy": 0.681640625,
"eval_allNLI-dev_euclidean_accuracy_threshold": 6.218497276306152,
"eval_allNLI-dev_euclidean_ap": 0.43303972275330854,
"eval_allNLI-dev_euclidean_f1": 0.5192307692307693,
"eval_allNLI-dev_euclidean_f1_threshold": 14.741231918334961,
"eval_allNLI-dev_euclidean_precision": 0.35920177383592017,
"eval_allNLI-dev_euclidean_recall": 0.9364161849710982,
"eval_allNLI-dev_manhattan_accuracy": 0.6796875,
"eval_allNLI-dev_manhattan_accuracy_threshold": 106.66935729980469,
"eval_allNLI-dev_manhattan_ap": 0.4411371390279413,
"eval_allNLI-dev_manhattan_f1": 0.514820592823713,
"eval_allNLI-dev_manhattan_f1_threshold": 245.81549072265625,
"eval_allNLI-dev_manhattan_precision": 0.3525641025641026,
"eval_allNLI-dev_manhattan_recall": 0.953757225433526,
"eval_allNLI-dev_max_accuracy": 0.685546875,
"eval_allNLI-dev_max_accuracy_threshold": 798.5744018554688,
"eval_allNLI-dev_max_ap": 0.4411371390279413,
"eval_allNLI-dev_max_f1": 0.5192982456140351,
"eval_allNLI-dev_max_f1_threshold": 449.14764404296875,
"eval_allNLI-dev_max_precision": 0.37279596977329976,
"eval_allNLI-dev_max_recall": 0.9942196531791907,
"eval_sequential_score": 0.6265850112923517,
"eval_sts-test_pearson_cosine": 0.21333982770993898,
"eval_sts-test_pearson_dot": 0.21730500216309007,
"eval_sts-test_pearson_euclidean": 0.23256570859273834,
"eval_sts-test_pearson_manhattan": 0.2446910502330658,
"eval_sts-test_pearson_max": 0.2446910502330658,
"eval_sts-test_spearman_cosine": 0.29322398745215855,
"eval_sts-test_spearman_dot": 0.22164131759237862,
"eval_sts-test_spearman_euclidean": 0.2638306587716433,
"eval_sts-test_spearman_manhattan": 0.27389212962153303,
"eval_sts-test_spearman_max": 0.29322398745215855,
"eval_vitaminc-pairs_loss": 3.76989483833313,
"eval_vitaminc-pairs_runtime": 5.4587,
"eval_vitaminc-pairs_samples_per_second": 23.449,
"eval_vitaminc-pairs_steps_per_second": 0.366,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_negation-triplets_loss": 4.8690900802612305,
"eval_negation-triplets_runtime": 1.1072,
"eval_negation-triplets_samples_per_second": 115.606,
"eval_negation-triplets_steps_per_second": 1.806,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_scitail-pairs-pos_loss": 1.604143738746643,
"eval_scitail-pairs-pos_runtime": 1.2067,
"eval_scitail-pairs-pos_samples_per_second": 106.076,
"eval_scitail-pairs-pos_steps_per_second": 1.657,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_scitail-pairs-qa_loss": 1.654570460319519,
"eval_scitail-pairs-qa_runtime": 0.9037,
"eval_scitail-pairs-qa_samples_per_second": 141.636,
"eval_scitail-pairs-qa_steps_per_second": 2.213,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_xsum-pairs_loss": 4.028111457824707,
"eval_xsum-pairs_runtime": 4.3063,
"eval_xsum-pairs_samples_per_second": 29.724,
"eval_xsum-pairs_steps_per_second": 0.464,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_sciq_pairs_loss": 0.7544235587120056,
"eval_sciq_pairs_runtime": 5.4956,
"eval_sciq_pairs_samples_per_second": 23.291,
"eval_sciq_pairs_steps_per_second": 0.364,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_qasc_pairs_loss": 4.187389850616455,
"eval_qasc_pairs_runtime": 0.9748,
"eval_qasc_pairs_samples_per_second": 131.305,
"eval_qasc_pairs_steps_per_second": 2.052,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_openbookqa_pairs_loss": 5.340748310089111,
"eval_openbookqa_pairs_runtime": 0.8705,
"eval_openbookqa_pairs_samples_per_second": 147.041,
"eval_openbookqa_pairs_steps_per_second": 2.298,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_msmarco_pairs_loss": 5.431215286254883,
"eval_msmarco_pairs_runtime": 1.9525,
"eval_msmarco_pairs_samples_per_second": 65.558,
"eval_msmarco_pairs_steps_per_second": 1.024,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_nq_pairs_loss": 4.6815714836120605,
"eval_nq_pairs_runtime": 4.4065,
"eval_nq_pairs_samples_per_second": 29.048,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_trivia_pairs_loss": 5.035283088684082,
"eval_trivia_pairs_runtime": 4.5305,
"eval_trivia_pairs_samples_per_second": 28.253,
"eval_trivia_pairs_steps_per_second": 0.441,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_gooaq_pairs_loss": 4.48758602142334,
"eval_gooaq_pairs_runtime": 1.2618,
"eval_gooaq_pairs_samples_per_second": 101.442,
"eval_gooaq_pairs_steps_per_second": 1.585,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_paws-pos_loss": 0.5738699436187744,
"eval_paws-pos_runtime": 1.0233,
"eval_paws-pos_samples_per_second": 125.089,
"eval_paws-pos_steps_per_second": 1.955,
"step": 180
},
{
"epoch": 0.13964313421256788,
"eval_global_dataset_loss": 3.1652355194091797,
"eval_global_dataset_runtime": 21.133,
"eval_global_dataset_samples_per_second": 19.685,
"eval_global_dataset_steps_per_second": 0.331,
"step": 180
},
{
"epoch": 0.1404189294026377,
"grad_norm": 15.412625312805176,
"learning_rate": 7.3207990599294945e-06,
"loss": 4.0213,
"step": 181
},
{
"epoch": 0.14119472459270752,
"grad_norm": 17.41399383544922,
"learning_rate": 7.361927144535839e-06,
"loss": 4.6874,
"step": 182
},
{
"epoch": 0.14197051978277736,
"grad_norm": 13.163263320922852,
"learning_rate": 7.403055229142185e-06,
"loss": 3.1823,
"step": 183
},
{
"epoch": 0.14274631497284718,
"grad_norm": 14.50450325012207,
"learning_rate": 7.444183313748531e-06,
"loss": 3.1686,
"step": 184
},
{
"epoch": 0.143522110162917,
"grad_norm": 20.749032974243164,
"learning_rate": 7.485311398354876e-06,
"loss": 2.8957,
"step": 185
},
{
"epoch": 0.1442979053529868,
"grad_norm": 13.969277381896973,
"learning_rate": 7.526439482961222e-06,
"loss": 4.5781,
"step": 186
},
{
"epoch": 0.14507370054305663,
"grad_norm": 15.575841903686523,
"learning_rate": 7.567567567567567e-06,
"loss": 3.7329,
"step": 187
},
{
"epoch": 0.14584949573312644,
"grad_norm": 14.548502922058105,
"learning_rate": 7.608695652173912e-06,
"loss": 3.4419,
"step": 188
},
{
"epoch": 0.1466252909231963,
"grad_norm": 24.58466339111328,
"learning_rate": 7.649823736780258e-06,
"loss": 5.6953,
"step": 189
},
{
"epoch": 0.1474010861132661,
"grad_norm": 14.317368507385254,
"learning_rate": 7.690951821386603e-06,
"loss": 3.1869,
"step": 190
},
{
"epoch": 0.14817688130333592,
"grad_norm": 16.537460327148438,
"learning_rate": 7.732079905992948e-06,
"loss": 3.6055,
"step": 191
},
{
"epoch": 0.14895267649340574,
"grad_norm": 20.389019012451172,
"learning_rate": 7.773207990599295e-06,
"loss": 4.6231,
"step": 192
},
{
"epoch": 0.14972847168347556,
"grad_norm": 17.62578773498535,
"learning_rate": 7.814336075205639e-06,
"loss": 4.2417,
"step": 193
},
{
"epoch": 0.15050426687354537,
"grad_norm": 28.10770034790039,
"learning_rate": 7.855464159811986e-06,
"loss": 5.2779,
"step": 194
},
{
"epoch": 0.15128006206361522,
"grad_norm": 19.735567092895508,
"learning_rate": 7.896592244418331e-06,
"loss": 4.3213,
"step": 195
},
{
"epoch": 0.15205585725368503,
"grad_norm": 16.370105743408203,
"learning_rate": 7.937720329024676e-06,
"loss": 3.1158,
"step": 196
},
{
"epoch": 0.15283165244375485,
"grad_norm": 21.58885383605957,
"learning_rate": 7.978848413631022e-06,
"loss": 2.27,
"step": 197
},
{
"epoch": 0.15360744763382467,
"grad_norm": 14.355427742004395,
"learning_rate": 8.019976498237367e-06,
"loss": 3.5041,
"step": 198
},
{
"epoch": 0.15438324282389448,
"grad_norm": 13.562695503234863,
"learning_rate": 8.061104582843712e-06,
"loss": 2.6007,
"step": 199
},
{
"epoch": 0.1551590380139643,
"grad_norm": 14.875197410583496,
"learning_rate": 8.102232667450058e-06,
"loss": 2.4875,
"step": 200
},
{
"epoch": 0.15593483320403415,
"grad_norm": 29.655797958374023,
"learning_rate": 8.143360752056405e-06,
"loss": 5.3046,
"step": 201
},
{
"epoch": 0.15671062839410396,
"grad_norm": 21.172327041625977,
"learning_rate": 8.184488836662748e-06,
"loss": 3.0582,
"step": 202
},
{
"epoch": 0.15748642358417378,
"grad_norm": 24.037527084350586,
"learning_rate": 8.225616921269095e-06,
"loss": 4.9347,
"step": 203
},
{
"epoch": 0.1582622187742436,
"grad_norm": 18.551284790039062,
"learning_rate": 8.26674500587544e-06,
"loss": 2.855,
"step": 204
},
{
"epoch": 0.1590380139643134,
"grad_norm": 18.76624870300293,
"learning_rate": 8.307873090481786e-06,
"loss": 1.7434,
"step": 205
},
{
"epoch": 0.15981380915438323,
"grad_norm": 12.969701766967773,
"learning_rate": 8.349001175088131e-06,
"loss": 3.4045,
"step": 206
},
{
"epoch": 0.16058960434445307,
"grad_norm": 15.40457820892334,
"learning_rate": 8.390129259694476e-06,
"loss": 3.4427,
"step": 207
},
{
"epoch": 0.1613653995345229,
"grad_norm": 16.32777976989746,
"learning_rate": 8.431257344300822e-06,
"loss": 3.3483,
"step": 208
},
{
"epoch": 0.1621411947245927,
"grad_norm": 17.573177337646484,
"learning_rate": 8.472385428907167e-06,
"loss": 1.5883,
"step": 209
},
{
"epoch": 0.16291698991466252,
"grad_norm": 28.443233489990234,
"learning_rate": 8.513513513513514e-06,
"loss": 5.3066,
"step": 210
},
{
"epoch": 0.16369278510473234,
"grad_norm": 13.738469123840332,
"learning_rate": 8.554641598119857e-06,
"loss": 0.6047,
"step": 211
},
{
"epoch": 0.16446858029480219,
"grad_norm": 15.555298805236816,
"learning_rate": 8.595769682726204e-06,
"loss": 0.8018,
"step": 212
},
{
"epoch": 0.165244375484872,
"grad_norm": 19.836238861083984,
"learning_rate": 8.636897767332548e-06,
"loss": 2.8775,
"step": 213
},
{
"epoch": 0.16602017067494182,
"grad_norm": 10.346473693847656,
"learning_rate": 8.678025851938895e-06,
"loss": 0.5198,
"step": 214
},
{
"epoch": 0.16679596586501164,
"grad_norm": 15.540273666381836,
"learning_rate": 8.71915393654524e-06,
"loss": 3.1591,
"step": 215
},
{
"epoch": 0.16757176105508145,
"grad_norm": 23.148704528808594,
"learning_rate": 8.760282021151586e-06,
"loss": 2.7381,
"step": 216
},
{
"epoch": 0.16834755624515127,
"grad_norm": 36.07377624511719,
"learning_rate": 8.801410105757933e-06,
"loss": 5.5722,
"step": 217
},
{
"epoch": 0.16912335143522111,
"grad_norm": 31.731229782104492,
"learning_rate": 8.842538190364276e-06,
"loss": 3.998,
"step": 218
},
{
"epoch": 0.16989914662529093,
"grad_norm": 19.629518508911133,
"learning_rate": 8.883666274970621e-06,
"loss": 2.2858,
"step": 219
},
{
"epoch": 0.17067494181536075,
"grad_norm": 17.323598861694336,
"learning_rate": 8.924794359576967e-06,
"loss": 1.556,
"step": 220
},
{
"epoch": 0.17145073700543056,
"grad_norm": 20.71698760986328,
"learning_rate": 8.965922444183314e-06,
"loss": 2.5352,
"step": 221
},
{
"epoch": 0.17222653219550038,
"grad_norm": 16.524059295654297,
"learning_rate": 9.007050528789659e-06,
"loss": 3.1682,
"step": 222
},
{
"epoch": 0.1730023273855702,
"grad_norm": 18.413827896118164,
"learning_rate": 9.048178613396003e-06,
"loss": 2.9073,
"step": 223
},
{
"epoch": 0.17377812257564004,
"grad_norm": 18.246061325073242,
"learning_rate": 9.08930669800235e-06,
"loss": 2.547,
"step": 224
},
{
"epoch": 0.17455391776570986,
"grad_norm": 20.940176010131836,
"learning_rate": 9.130434782608695e-06,
"loss": 4.1815,
"step": 225
},
{
"epoch": 0.17532971295577968,
"grad_norm": 22.81971549987793,
"learning_rate": 9.17156286721504e-06,
"loss": 3.7504,
"step": 226
},
{
"epoch": 0.1761055081458495,
"grad_norm": 29.75227165222168,
"learning_rate": 9.212690951821385e-06,
"loss": 5.033,
"step": 227
},
{
"epoch": 0.1768813033359193,
"grad_norm": 27.30958366394043,
"learning_rate": 9.253819036427732e-06,
"loss": 5.2809,
"step": 228
},
{
"epoch": 0.17765709852598913,
"grad_norm": 14.53124713897705,
"learning_rate": 9.294947121034076e-06,
"loss": 2.5598,
"step": 229
},
{
"epoch": 0.17843289371605897,
"grad_norm": 10.330536842346191,
"learning_rate": 9.336075205640421e-06,
"loss": 0.4476,
"step": 230
},
{
"epoch": 0.1792086889061288,
"grad_norm": 16.898452758789062,
"learning_rate": 9.377203290246768e-06,
"loss": 3.4592,
"step": 231
},
{
"epoch": 0.1799844840961986,
"grad_norm": 13.675553321838379,
"learning_rate": 9.418331374853114e-06,
"loss": 2.9202,
"step": 232
},
{
"epoch": 0.18076027928626842,
"grad_norm": 13.829231262207031,
"learning_rate": 9.459459459459459e-06,
"loss": 1.9092,
"step": 233
},
{
"epoch": 0.18153607447633824,
"grad_norm": 19.693933486938477,
"learning_rate": 9.500587544065804e-06,
"loss": 1.9204,
"step": 234
},
{
"epoch": 0.18231186966640806,
"grad_norm": 14.612395286560059,
"learning_rate": 9.54171562867215e-06,
"loss": 2.083,
"step": 235
},
{
"epoch": 0.1830876648564779,
"grad_norm": 12.987626075744629,
"learning_rate": 9.582843713278495e-06,
"loss": 3.0433,
"step": 236
},
{
"epoch": 0.18386346004654772,
"grad_norm": 13.259800910949707,
"learning_rate": 9.62397179788484e-06,
"loss": 1.5429,
"step": 237
},
{
"epoch": 0.18463925523661753,
"grad_norm": 8.798643112182617,
"learning_rate": 9.665099882491187e-06,
"loss": 0.3347,
"step": 238
},
{
"epoch": 0.18541505042668735,
"grad_norm": 13.148309707641602,
"learning_rate": 9.706227967097532e-06,
"loss": 1.8698,
"step": 239
},
{
"epoch": 0.18619084561675717,
"grad_norm": 7.301493167877197,
"learning_rate": 9.747356051703878e-06,
"loss": 0.3031,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_Qnli-dev_cosine_accuracy": 0.6328125,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.8666848540306091,
"eval_Qnli-dev_cosine_ap": 0.6314460649736229,
"eval_Qnli-dev_cosine_f1": 0.6366366366366366,
"eval_Qnli-dev_cosine_f1_threshold": 0.7626283168792725,
"eval_Qnli-dev_cosine_precision": 0.4930232558139535,
"eval_Qnli-dev_cosine_recall": 0.8983050847457628,
"eval_Qnli-dev_dot_accuracy": 0.6015625,
"eval_Qnli-dev_dot_accuracy_threshold": 507.15960693359375,
"eval_Qnli-dev_dot_ap": 0.5696093250757446,
"eval_Qnli-dev_dot_f1": 0.638680659670165,
"eval_Qnli-dev_dot_f1_threshold": 389.59454345703125,
"eval_Qnli-dev_dot_precision": 0.494199535962877,
"eval_Qnli-dev_dot_recall": 0.902542372881356,
"eval_Qnli-dev_euclidean_accuracy": 0.626953125,
"eval_Qnli-dev_euclidean_accuracy_threshold": 11.648075103759766,
"eval_Qnli-dev_euclidean_ap": 0.630384295725278,
"eval_Qnli-dev_euclidean_f1": 0.6362098138747886,
"eval_Qnli-dev_euclidean_f1_threshold": 14.59055233001709,
"eval_Qnli-dev_euclidean_precision": 0.5295774647887324,
"eval_Qnli-dev_euclidean_recall": 0.7966101694915254,
"eval_Qnli-dev_manhattan_accuracy": 0.6328125,
"eval_Qnli-dev_manhattan_accuracy_threshold": 210.99937438964844,
"eval_Qnli-dev_manhattan_ap": 0.6305567474066167,
"eval_Qnli-dev_manhattan_f1": 0.6392961876832844,
"eval_Qnli-dev_manhattan_f1_threshold": 295.44036865234375,
"eval_Qnli-dev_manhattan_precision": 0.48878923766816146,
"eval_Qnli-dev_manhattan_recall": 0.923728813559322,
"eval_Qnli-dev_max_accuracy": 0.6328125,
"eval_Qnli-dev_max_accuracy_threshold": 507.15960693359375,
"eval_Qnli-dev_max_ap": 0.6314460649736229,
"eval_Qnli-dev_max_f1": 0.6392961876832844,
"eval_Qnli-dev_max_f1_threshold": 389.59454345703125,
"eval_Qnli-dev_max_precision": 0.5295774647887324,
"eval_Qnli-dev_max_recall": 0.923728813559322,
"eval_allNLI-dev_cosine_accuracy": 0.693359375,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9488164782524109,
"eval_allNLI-dev_cosine_ap": 0.5017454777328199,
"eval_allNLI-dev_cosine_f1": 0.5440613026819924,
"eval_allNLI-dev_cosine_f1_threshold": 0.8723046779632568,
"eval_allNLI-dev_cosine_precision": 0.4068767908309456,
"eval_allNLI-dev_cosine_recall": 0.8208092485549133,
"eval_allNLI-dev_dot_accuracy": 0.673828125,
"eval_allNLI-dev_dot_accuracy_threshold": 668.8308715820312,
"eval_allNLI-dev_dot_ap": 0.3969704201342592,
"eval_allNLI-dev_dot_f1": 0.5069124423963134,
"eval_allNLI-dev_dot_f1_threshold": 449.8724365234375,
"eval_allNLI-dev_dot_precision": 0.34518828451882844,
"eval_allNLI-dev_dot_recall": 0.953757225433526,
"eval_allNLI-dev_euclidean_accuracy": 0.6875,
"eval_allNLI-dev_euclidean_accuracy_threshold": 7.274426460266113,
"eval_allNLI-dev_euclidean_ap": 0.5011125896179964,
"eval_allNLI-dev_euclidean_f1": 0.5429141716566867,
"eval_allNLI-dev_euclidean_f1_threshold": 12.62590217590332,
"eval_allNLI-dev_euclidean_precision": 0.4146341463414634,
"eval_allNLI-dev_euclidean_recall": 0.7861271676300579,
"eval_allNLI-dev_manhattan_accuracy": 0.689453125,
"eval_allNLI-dev_manhattan_accuracy_threshold": 127.58004760742188,
"eval_allNLI-dev_manhattan_ap": 0.5053834291774996,
"eval_allNLI-dev_manhattan_f1": 0.5362035225048923,
"eval_allNLI-dev_manhattan_f1_threshold": 221.26995849609375,
"eval_allNLI-dev_manhattan_precision": 0.40532544378698226,
"eval_allNLI-dev_manhattan_recall": 0.791907514450867,
"eval_allNLI-dev_max_accuracy": 0.693359375,
"eval_allNLI-dev_max_accuracy_threshold": 668.8308715820312,
"eval_allNLI-dev_max_ap": 0.5053834291774996,
"eval_allNLI-dev_max_f1": 0.5440613026819924,
"eval_allNLI-dev_max_f1_threshold": 449.8724365234375,
"eval_allNLI-dev_max_precision": 0.4146341463414634,
"eval_allNLI-dev_max_recall": 0.953757225433526,
"eval_sequential_score": 0.6314460649736229,
"eval_sts-test_pearson_cosine": 0.4297034177530014,
"eval_sts-test_pearson_dot": 0.3153020725919898,
"eval_sts-test_pearson_euclidean": 0.4381297122634254,
"eval_sts-test_pearson_manhattan": 0.4527271663445909,
"eval_sts-test_pearson_max": 0.4527271663445909,
"eval_sts-test_spearman_cosine": 0.49463792972220844,
"eval_sts-test_spearman_dot": 0.31075978504991664,
"eval_sts-test_spearman_euclidean": 0.455142390722399,
"eval_sts-test_spearman_manhattan": 0.46803254405357775,
"eval_sts-test_spearman_max": 0.49463792972220844,
"eval_vitaminc-pairs_loss": 3.9216716289520264,
"eval_vitaminc-pairs_runtime": 5.46,
"eval_vitaminc-pairs_samples_per_second": 23.443,
"eval_vitaminc-pairs_steps_per_second": 0.366,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_negation-triplets_loss": 3.8406004905700684,
"eval_negation-triplets_runtime": 1.1041,
"eval_negation-triplets_samples_per_second": 115.932,
"eval_negation-triplets_steps_per_second": 1.811,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_scitail-pairs-pos_loss": 0.597940981388092,
"eval_scitail-pairs-pos_runtime": 1.2771,
"eval_scitail-pairs-pos_samples_per_second": 100.224,
"eval_scitail-pairs-pos_steps_per_second": 1.566,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_scitail-pairs-qa_loss": 0.5431724786758423,
"eval_scitail-pairs-qa_runtime": 0.9108,
"eval_scitail-pairs-qa_samples_per_second": 140.54,
"eval_scitail-pairs-qa_steps_per_second": 2.196,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_xsum-pairs_loss": 2.5905959606170654,
"eval_xsum-pairs_runtime": 4.3069,
"eval_xsum-pairs_samples_per_second": 29.72,
"eval_xsum-pairs_steps_per_second": 0.464,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_sciq_pairs_loss": 0.44124865531921387,
"eval_sciq_pairs_runtime": 5.5223,
"eval_sciq_pairs_samples_per_second": 23.179,
"eval_sciq_pairs_steps_per_second": 0.362,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_qasc_pairs_loss": 2.3103857040405273,
"eval_qasc_pairs_runtime": 0.9809,
"eval_qasc_pairs_samples_per_second": 130.488,
"eval_qasc_pairs_steps_per_second": 2.039,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_openbookqa_pairs_loss": 3.97737979888916,
"eval_openbookqa_pairs_runtime": 0.8546,
"eval_openbookqa_pairs_samples_per_second": 149.783,
"eval_openbookqa_pairs_steps_per_second": 2.34,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_msmarco_pairs_loss": 3.6929101943969727,
"eval_msmarco_pairs_runtime": 1.9549,
"eval_msmarco_pairs_samples_per_second": 65.476,
"eval_msmarco_pairs_steps_per_second": 1.023,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_nq_pairs_loss": 3.8183703422546387,
"eval_nq_pairs_runtime": 4.4066,
"eval_nq_pairs_samples_per_second": 29.047,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_trivia_pairs_loss": 3.726828098297119,
"eval_trivia_pairs_runtime": 4.5284,
"eval_trivia_pairs_samples_per_second": 28.266,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_gooaq_pairs_loss": 3.068204402923584,
"eval_gooaq_pairs_runtime": 1.2681,
"eval_gooaq_pairs_samples_per_second": 100.939,
"eval_gooaq_pairs_steps_per_second": 1.577,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_paws-pos_loss": 0.11907516419887543,
"eval_paws-pos_runtime": 1.0209,
"eval_paws-pos_samples_per_second": 125.382,
"eval_paws-pos_steps_per_second": 1.959,
"step": 240
},
{
"epoch": 0.18619084561675717,
"eval_global_dataset_loss": 1.8651976585388184,
"eval_global_dataset_runtime": 21.15,
"eval_global_dataset_samples_per_second": 19.669,
"eval_global_dataset_steps_per_second": 0.331,
"step": 240
},
{
"epoch": 0.186966640806827,
"grad_norm": 17.317655563354492,
"learning_rate": 9.788484136310221e-06,
"loss": 3.2076,
"step": 241
},
{
"epoch": 0.18774243599689683,
"grad_norm": 16.139144897460938,
"learning_rate": 9.829612220916568e-06,
"loss": 2.684,
"step": 242
},
{
"epoch": 0.18851823118696664,
"grad_norm": 17.887540817260742,
"learning_rate": 9.870740305522913e-06,
"loss": 2.234,
"step": 243
},
{
"epoch": 0.18929402637703646,
"grad_norm": 15.649737358093262,
"learning_rate": 9.911868390129259e-06,
"loss": 3.0141,
"step": 244
},
{
"epoch": 0.19006982156710628,
"grad_norm": 6.042151927947998,
"learning_rate": 9.952996474735606e-06,
"loss": 0.271,
"step": 245
},
{
"epoch": 0.1908456167571761,
"grad_norm": 16.89675521850586,
"learning_rate": 9.99412455934195e-06,
"loss": 1.878,
"step": 246
},
{
"epoch": 0.19162141194724594,
"grad_norm": 21.4814395904541,
"learning_rate": 1.0035252643948295e-05,
"loss": 2.4108,
"step": 247
},
{
"epoch": 0.19239720713731576,
"grad_norm": 24.15477752685547,
"learning_rate": 1.007638072855464e-05,
"loss": 3.6327,
"step": 248
},
{
"epoch": 0.19317300232738557,
"grad_norm": 19.688291549682617,
"learning_rate": 1.0117508813160987e-05,
"loss": 2.9108,
"step": 249
},
{
"epoch": 0.1939487975174554,
"grad_norm": 30.842660903930664,
"learning_rate": 1.0158636897767332e-05,
"loss": 4.425,
"step": 250
},
{
"epoch": 0.1947245927075252,
"grad_norm": 17.901451110839844,
"learning_rate": 1.0199764982373677e-05,
"loss": 2.6128,
"step": 251
},
{
"epoch": 0.19550038789759502,
"grad_norm": 19.920259475708008,
"learning_rate": 1.0240893066980021e-05,
"loss": 3.1872,
"step": 252
},
{
"epoch": 0.19627618308766487,
"grad_norm": 17.547534942626953,
"learning_rate": 1.0282021151586368e-05,
"loss": 1.9839,
"step": 253
},
{
"epoch": 0.19705197827773469,
"grad_norm": 30.619075775146484,
"learning_rate": 1.0323149236192713e-05,
"loss": 5.0317,
"step": 254
},
{
"epoch": 0.1978277734678045,
"grad_norm": 16.690624237060547,
"learning_rate": 1.0364277320799059e-05,
"loss": 1.8456,
"step": 255
},
{
"epoch": 0.19860356865787432,
"grad_norm": 17.084972381591797,
"learning_rate": 1.0405405405405406e-05,
"loss": 2.7799,
"step": 256
},
{
"epoch": 0.19937936384794414,
"grad_norm": 16.932178497314453,
"learning_rate": 1.0446533490011751e-05,
"loss": 2.4114,
"step": 257
},
{
"epoch": 0.20015515903801395,
"grad_norm": 14.226729393005371,
"learning_rate": 1.0487661574618094e-05,
"loss": 1.2619,
"step": 258
},
{
"epoch": 0.2009309542280838,
"grad_norm": 14.107755661010742,
"learning_rate": 1.052878965922444e-05,
"loss": 1.7154,
"step": 259
},
{
"epoch": 0.2017067494181536,
"grad_norm": 17.15689468383789,
"learning_rate": 1.0569917743830787e-05,
"loss": 2.9187,
"step": 260
},
{
"epoch": 0.20248254460822343,
"grad_norm": 13.765548706054688,
"learning_rate": 1.0611045828437132e-05,
"loss": 1.8434,
"step": 261
},
{
"epoch": 0.20325833979829325,
"grad_norm": 14.669478416442871,
"learning_rate": 1.0652173913043477e-05,
"loss": 1.7474,
"step": 262
},
{
"epoch": 0.20403413498836306,
"grad_norm": 30.17442512512207,
"learning_rate": 1.0693301997649823e-05,
"loss": 4.433,
"step": 263
},
{
"epoch": 0.20480993017843288,
"grad_norm": 16.97207260131836,
"learning_rate": 1.0734430082256168e-05,
"loss": 2.169,
"step": 264
},
{
"epoch": 0.20558572536850273,
"grad_norm": 25.517986297607422,
"learning_rate": 1.0775558166862513e-05,
"loss": 4.0286,
"step": 265
},
{
"epoch": 0.20636152055857254,
"grad_norm": 22.2929630279541,
"learning_rate": 1.0816686251468858e-05,
"loss": 3.6756,
"step": 266
},
{
"epoch": 0.20713731574864236,
"grad_norm": 15.684208869934082,
"learning_rate": 1.0857814336075205e-05,
"loss": 1.853,
"step": 267
},
{
"epoch": 0.20791311093871218,
"grad_norm": 19.631729125976562,
"learning_rate": 1.089894242068155e-05,
"loss": 2.9833,
"step": 268
},
{
"epoch": 0.208688906128782,
"grad_norm": 4.716369152069092,
"learning_rate": 1.0940070505287894e-05,
"loss": 0.3286,
"step": 269
},
{
"epoch": 0.20946470131885184,
"grad_norm": 16.292285919189453,
"learning_rate": 1.0981198589894241e-05,
"loss": 2.9449,
"step": 270
},
{
"epoch": 0.21024049650892165,
"grad_norm": 16.14474105834961,
"learning_rate": 1.1022326674500587e-05,
"loss": 2.3685,
"step": 271
},
{
"epoch": 0.21101629169899147,
"grad_norm": 14.462653160095215,
"learning_rate": 1.1063454759106932e-05,
"loss": 1.8971,
"step": 272
},
{
"epoch": 0.2117920868890613,
"grad_norm": 14.50413990020752,
"learning_rate": 1.1104582843713279e-05,
"loss": 2.2603,
"step": 273
},
{
"epoch": 0.2125678820791311,
"grad_norm": 24.562816619873047,
"learning_rate": 1.1145710928319624e-05,
"loss": 3.4866,
"step": 274
},
{
"epoch": 0.21334367726920092,
"grad_norm": 21.698535919189453,
"learning_rate": 1.1186839012925968e-05,
"loss": 3.3005,
"step": 275
},
{
"epoch": 0.21411947245927077,
"grad_norm": 12.849061965942383,
"learning_rate": 1.1227967097532313e-05,
"loss": 1.3361,
"step": 276
},
{
"epoch": 0.21489526764934058,
"grad_norm": 16.0836238861084,
"learning_rate": 1.126909518213866e-05,
"loss": 1.8639,
"step": 277
},
{
"epoch": 0.2156710628394104,
"grad_norm": 22.1470947265625,
"learning_rate": 1.1310223266745005e-05,
"loss": 3.9011,
"step": 278
},
{
"epoch": 0.21644685802948022,
"grad_norm": 26.26567268371582,
"learning_rate": 1.135135135135135e-05,
"loss": 3.8815,
"step": 279
},
{
"epoch": 0.21722265321955003,
"grad_norm": 14.440673828125,
"learning_rate": 1.1392479435957698e-05,
"loss": 2.766,
"step": 280
},
{
"epoch": 0.21799844840961985,
"grad_norm": 14.126577377319336,
"learning_rate": 1.1433607520564041e-05,
"loss": 2.545,
"step": 281
},
{
"epoch": 0.2187742435996897,
"grad_norm": 16.04927635192871,
"learning_rate": 1.1474735605170386e-05,
"loss": 1.2585,
"step": 282
},
{
"epoch": 0.2195500387897595,
"grad_norm": 14.855483055114746,
"learning_rate": 1.1515863689776732e-05,
"loss": 2.3415,
"step": 283
},
{
"epoch": 0.22032583397982933,
"grad_norm": 4.940772533416748,
"learning_rate": 1.1556991774383079e-05,
"loss": 0.1715,
"step": 284
},
{
"epoch": 0.22110162916989914,
"grad_norm": 16.687578201293945,
"learning_rate": 1.1598119858989424e-05,
"loss": 1.8196,
"step": 285
},
{
"epoch": 0.22187742435996896,
"grad_norm": 13.156393051147461,
"learning_rate": 1.1639247943595768e-05,
"loss": 1.3654,
"step": 286
},
{
"epoch": 0.22265321955003878,
"grad_norm": 21.225854873657227,
"learning_rate": 1.1680376028202113e-05,
"loss": 3.4925,
"step": 287
},
{
"epoch": 0.22342901474010862,
"grad_norm": 15.54011058807373,
"learning_rate": 1.172150411280846e-05,
"loss": 1.4732,
"step": 288
},
{
"epoch": 0.22420480993017844,
"grad_norm": 18.619935989379883,
"learning_rate": 1.1762632197414805e-05,
"loss": 2.6534,
"step": 289
},
{
"epoch": 0.22498060512024826,
"grad_norm": 15.872313499450684,
"learning_rate": 1.180376028202115e-05,
"loss": 1.3829,
"step": 290
},
{
"epoch": 0.22575640031031807,
"grad_norm": 14.481184005737305,
"learning_rate": 1.1844888366627497e-05,
"loss": 1.5105,
"step": 291
},
{
"epoch": 0.2265321955003879,
"grad_norm": 12.84127426147461,
"learning_rate": 1.1886016451233841e-05,
"loss": 1.2445,
"step": 292
},
{
"epoch": 0.2273079906904577,
"grad_norm": 14.835034370422363,
"learning_rate": 1.1927144535840186e-05,
"loss": 1.5034,
"step": 293
},
{
"epoch": 0.22808378588052755,
"grad_norm": 12.850936889648438,
"learning_rate": 1.1968272620446532e-05,
"loss": 1.2241,
"step": 294
},
{
"epoch": 0.22885958107059737,
"grad_norm": 21.77153778076172,
"learning_rate": 1.2009400705052879e-05,
"loss": 3.0699,
"step": 295
},
{
"epoch": 0.22963537626066718,
"grad_norm": 14.811423301696777,
"learning_rate": 1.2050528789659224e-05,
"loss": 1.534,
"step": 296
},
{
"epoch": 0.230411171450737,
"grad_norm": 25.660585403442383,
"learning_rate": 1.209165687426557e-05,
"loss": 3.7891,
"step": 297
},
{
"epoch": 0.23118696664080682,
"grad_norm": 13.855345726013184,
"learning_rate": 1.2132784958871913e-05,
"loss": 1.3415,
"step": 298
},
{
"epoch": 0.23196276183087663,
"grad_norm": 14.3121976852417,
"learning_rate": 1.217391304347826e-05,
"loss": 2.1582,
"step": 299
},
{
"epoch": 0.23273855702094648,
"grad_norm": 19.85712242126465,
"learning_rate": 1.2215041128084605e-05,
"loss": 2.9695,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_Qnli-dev_cosine_accuracy": 0.650390625,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.8682992458343506,
"eval_Qnli-dev_cosine_ap": 0.6584959435780183,
"eval_Qnli-dev_cosine_f1": 0.6623586429725363,
"eval_Qnli-dev_cosine_f1_threshold": 0.7860881686210632,
"eval_Qnli-dev_cosine_precision": 0.5352480417754569,
"eval_Qnli-dev_cosine_recall": 0.8686440677966102,
"eval_Qnli-dev_dot_accuracy": 0.625,
"eval_Qnli-dev_dot_accuracy_threshold": 544.1656494140625,
"eval_Qnli-dev_dot_ap": 0.607359199645401,
"eval_Qnli-dev_dot_f1": 0.638700947225981,
"eval_Qnli-dev_dot_f1_threshold": 331.2305908203125,
"eval_Qnli-dev_dot_precision": 0.4691848906560636,
"eval_Qnli-dev_dot_recall": 1.0,
"eval_Qnli-dev_euclidean_accuracy": 0.650390625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 12.19542407989502,
"eval_Qnli-dev_euclidean_ap": 0.6566972613584862,
"eval_Qnli-dev_euclidean_f1": 0.6581059390048154,
"eval_Qnli-dev_euclidean_f1_threshold": 15.924192428588867,
"eval_Qnli-dev_euclidean_precision": 0.5297157622739018,
"eval_Qnli-dev_euclidean_recall": 0.8686440677966102,
"eval_Qnli-dev_manhattan_accuracy": 0.640625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 220.612060546875,
"eval_Qnli-dev_manhattan_ap": 0.6535369258879113,
"eval_Qnli-dev_manhattan_f1": 0.6570048309178743,
"eval_Qnli-dev_manhattan_f1_threshold": 281.0206298828125,
"eval_Qnli-dev_manhattan_precision": 0.5298701298701298,
"eval_Qnli-dev_manhattan_recall": 0.864406779661017,
"eval_Qnli-dev_max_accuracy": 0.650390625,
"eval_Qnli-dev_max_accuracy_threshold": 544.1656494140625,
"eval_Qnli-dev_max_ap": 0.6584959435780183,
"eval_Qnli-dev_max_f1": 0.6623586429725363,
"eval_Qnli-dev_max_f1_threshold": 331.2305908203125,
"eval_Qnli-dev_max_precision": 0.5352480417754569,
"eval_Qnli-dev_max_recall": 1.0,
"eval_allNLI-dev_cosine_accuracy": 0.69921875,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.90627121925354,
"eval_allNLI-dev_cosine_ap": 0.5474720738526634,
"eval_allNLI-dev_cosine_f1": 0.5641025641025642,
"eval_allNLI-dev_cosine_f1_threshold": 0.8720983266830444,
"eval_allNLI-dev_cosine_precision": 0.47265625,
"eval_allNLI-dev_cosine_recall": 0.6994219653179191,
"eval_allNLI-dev_dot_accuracy": 0.677734375,
"eval_allNLI-dev_dot_accuracy_threshold": 598.082275390625,
"eval_allNLI-dev_dot_ap": 0.4162474644502172,
"eval_allNLI-dev_dot_f1": 0.5182926829268293,
"eval_allNLI-dev_dot_f1_threshold": 402.790771484375,
"eval_allNLI-dev_dot_precision": 0.35196687370600416,
"eval_allNLI-dev_dot_recall": 0.9826589595375722,
"eval_allNLI-dev_euclidean_accuracy": 0.6953125,
"eval_allNLI-dev_euclidean_accuracy_threshold": 8.477822303771973,
"eval_allNLI-dev_euclidean_ap": 0.5453999691725084,
"eval_allNLI-dev_euclidean_f1": 0.5651105651105651,
"eval_allNLI-dev_euclidean_f1_threshold": 11.948629379272461,
"eval_allNLI-dev_euclidean_precision": 0.49145299145299143,
"eval_allNLI-dev_euclidean_recall": 0.6647398843930635,
"eval_allNLI-dev_manhattan_accuracy": 0.6953125,
"eval_allNLI-dev_manhattan_accuracy_threshold": 179.72518920898438,
"eval_allNLI-dev_manhattan_ap": 0.5384026532538657,
"eval_allNLI-dev_manhattan_f1": 0.5780885780885782,
"eval_allNLI-dev_manhattan_f1_threshold": 221.75010681152344,
"eval_allNLI-dev_manhattan_precision": 0.484375,
"eval_allNLI-dev_manhattan_recall": 0.7167630057803468,
"eval_allNLI-dev_max_accuracy": 0.69921875,
"eval_allNLI-dev_max_accuracy_threshold": 598.082275390625,
"eval_allNLI-dev_max_ap": 0.5474720738526634,
"eval_allNLI-dev_max_f1": 0.5780885780885782,
"eval_allNLI-dev_max_f1_threshold": 402.790771484375,
"eval_allNLI-dev_max_precision": 0.49145299145299143,
"eval_allNLI-dev_max_recall": 0.9826589595375722,
"eval_sequential_score": 0.6584959435780183,
"eval_sts-test_pearson_cosine": 0.6824427260520828,
"eval_sts-test_pearson_dot": 0.542784014150645,
"eval_sts-test_pearson_euclidean": 0.7040347305945025,
"eval_sts-test_pearson_manhattan": 0.7042189189752545,
"eval_sts-test_pearson_max": 0.7042189189752545,
"eval_sts-test_spearman_cosine": 0.7332739863405849,
"eval_sts-test_spearman_dot": 0.5407445725673692,
"eval_sts-test_spearman_euclidean": 0.711579111833171,
"eval_sts-test_spearman_manhattan": 0.7123917947400389,
"eval_sts-test_spearman_max": 0.7332739863405849,
"eval_vitaminc-pairs_loss": 4.0183563232421875,
"eval_vitaminc-pairs_runtime": 5.4836,
"eval_vitaminc-pairs_samples_per_second": 23.342,
"eval_vitaminc-pairs_steps_per_second": 0.365,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_negation-triplets_loss": 2.8057239055633545,
"eval_negation-triplets_runtime": 1.1052,
"eval_negation-triplets_samples_per_second": 115.813,
"eval_negation-triplets_steps_per_second": 1.81,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_scitail-pairs-pos_loss": 0.30041298270225525,
"eval_scitail-pairs-pos_runtime": 1.2144,
"eval_scitail-pairs-pos_samples_per_second": 105.399,
"eval_scitail-pairs-pos_steps_per_second": 1.647,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_scitail-pairs-qa_loss": 0.23774191737174988,
"eval_scitail-pairs-qa_runtime": 0.9037,
"eval_scitail-pairs-qa_samples_per_second": 141.645,
"eval_scitail-pairs-qa_steps_per_second": 2.213,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_xsum-pairs_loss": 1.5138336420059204,
"eval_xsum-pairs_runtime": 4.3159,
"eval_xsum-pairs_samples_per_second": 29.658,
"eval_xsum-pairs_steps_per_second": 0.463,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_sciq_pairs_loss": 0.25239843130111694,
"eval_sciq_pairs_runtime": 5.5233,
"eval_sciq_pairs_samples_per_second": 23.174,
"eval_sciq_pairs_steps_per_second": 0.362,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_qasc_pairs_loss": 1.7758697271347046,
"eval_qasc_pairs_runtime": 0.9777,
"eval_qasc_pairs_samples_per_second": 130.922,
"eval_qasc_pairs_steps_per_second": 2.046,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_openbookqa_pairs_loss": 3.0091030597686768,
"eval_openbookqa_pairs_runtime": 0.8558,
"eval_openbookqa_pairs_samples_per_second": 149.575,
"eval_openbookqa_pairs_steps_per_second": 2.337,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_msmarco_pairs_loss": 2.336099863052368,
"eval_msmarco_pairs_runtime": 1.9513,
"eval_msmarco_pairs_samples_per_second": 65.599,
"eval_msmarco_pairs_steps_per_second": 1.025,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_nq_pairs_loss": 2.841768264770508,
"eval_nq_pairs_runtime": 4.3953,
"eval_nq_pairs_samples_per_second": 29.122,
"eval_nq_pairs_steps_per_second": 0.455,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_trivia_pairs_loss": 2.525879144668579,
"eval_trivia_pairs_runtime": 4.5194,
"eval_trivia_pairs_samples_per_second": 28.322,
"eval_trivia_pairs_steps_per_second": 0.443,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_gooaq_pairs_loss": 1.8355695009231567,
"eval_gooaq_pairs_runtime": 1.2686,
"eval_gooaq_pairs_samples_per_second": 100.9,
"eval_gooaq_pairs_steps_per_second": 1.577,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_paws-pos_loss": 0.09221775829792023,
"eval_paws-pos_runtime": 1.0194,
"eval_paws-pos_samples_per_second": 125.569,
"eval_paws-pos_steps_per_second": 1.962,
"step": 300
},
{
"epoch": 0.23273855702094648,
"eval_global_dataset_loss": 1.3259693384170532,
"eval_global_dataset_runtime": 21.1299,
"eval_global_dataset_samples_per_second": 19.688,
"eval_global_dataset_steps_per_second": 0.331,
"step": 300
},
{
"epoch": 0.2335143522110163,
"grad_norm": 25.528133392333984,
"learning_rate": 1.225616921269095e-05,
"loss": 3.4647,
"step": 301
},
{
"epoch": 0.2342901474010861,
"grad_norm": 14.908467292785645,
"learning_rate": 1.2297297297297297e-05,
"loss": 1.4592,
"step": 302
},
{
"epoch": 0.23506594259115593,
"grad_norm": 5.650328159332275,
"learning_rate": 1.2338425381903641e-05,
"loss": 0.241,
"step": 303
},
{
"epoch": 0.23584173778122575,
"grad_norm": 23.929319381713867,
"learning_rate": 1.2379553466509986e-05,
"loss": 3.3644,
"step": 304
},
{
"epoch": 0.2366175329712956,
"grad_norm": 12.778107643127441,
"learning_rate": 1.2420681551116333e-05,
"loss": 1.2295,
"step": 305
},
{
"epoch": 0.2373933281613654,
"grad_norm": 5.3786702156066895,
"learning_rate": 1.2461809635722679e-05,
"loss": 0.3028,
"step": 306
},
{
"epoch": 0.23816912335143522,
"grad_norm": 13.764509201049805,
"learning_rate": 1.2502937720329024e-05,
"loss": 2.1296,
"step": 307
},
{
"epoch": 0.23894491854150504,
"grad_norm": 12.894301414489746,
"learning_rate": 1.2544065804935369e-05,
"loss": 0.9409,
"step": 308
},
{
"epoch": 0.23972071373157486,
"grad_norm": 13.425495147705078,
"learning_rate": 1.2585193889541714e-05,
"loss": 0.9241,
"step": 309
},
{
"epoch": 0.24049650892164467,
"grad_norm": 16.872089385986328,
"learning_rate": 1.262632197414806e-05,
"loss": 1.9657,
"step": 310
},
{
"epoch": 0.24127230411171452,
"grad_norm": 16.951143264770508,
"learning_rate": 1.2667450058754405e-05,
"loss": 1.6671,
"step": 311
},
{
"epoch": 0.24204809930178434,
"grad_norm": 25.25611686706543,
"learning_rate": 1.2708578143360752e-05,
"loss": 3.1371,
"step": 312
},
{
"epoch": 0.24282389449185415,
"grad_norm": 16.216075897216797,
"learning_rate": 1.2749706227967097e-05,
"loss": 2.0971,
"step": 313
},
{
"epoch": 0.24359968968192397,
"grad_norm": 16.46155548095703,
"learning_rate": 1.2790834312573443e-05,
"loss": 1.3007,
"step": 314
},
{
"epoch": 0.2443754848719938,
"grad_norm": 2.83866286277771,
"learning_rate": 1.2831962397179786e-05,
"loss": 0.1475,
"step": 315
},
{
"epoch": 0.2451512800620636,
"grad_norm": 14.218758583068848,
"learning_rate": 1.2873090481786133e-05,
"loss": 1.1716,
"step": 316
},
{
"epoch": 0.24592707525213345,
"grad_norm": 14.27675724029541,
"learning_rate": 1.2914218566392478e-05,
"loss": 1.0757,
"step": 317
},
{
"epoch": 0.24670287044220326,
"grad_norm": 17.716360092163086,
"learning_rate": 1.2955346650998824e-05,
"loss": 1.2618,
"step": 318
},
{
"epoch": 0.24747866563227308,
"grad_norm": 16.388242721557617,
"learning_rate": 1.299647473560517e-05,
"loss": 1.3991,
"step": 319
},
{
"epoch": 0.2482544608223429,
"grad_norm": 16.443925857543945,
"learning_rate": 1.3037602820211514e-05,
"loss": 2.0074,
"step": 320
},
{
"epoch": 0.24903025601241272,
"grad_norm": 24.945213317871094,
"learning_rate": 1.307873090481786e-05,
"loss": 2.9443,
"step": 321
},
{
"epoch": 0.24980605120248253,
"grad_norm": 23.642480850219727,
"learning_rate": 1.3119858989424205e-05,
"loss": 2.9287,
"step": 322
},
{
"epoch": 0.2505818463925524,
"grad_norm": 18.337188720703125,
"learning_rate": 1.3160987074030552e-05,
"loss": 2.096,
"step": 323
},
{
"epoch": 0.2513576415826222,
"grad_norm": 15.318852424621582,
"learning_rate": 1.3202115158636897e-05,
"loss": 1.5946,
"step": 324
},
{
"epoch": 0.252133436772692,
"grad_norm": 19.109052658081055,
"learning_rate": 1.3243243243243242e-05,
"loss": 2.4606,
"step": 325
},
{
"epoch": 0.2529092319627618,
"grad_norm": 13.111356735229492,
"learning_rate": 1.3284371327849586e-05,
"loss": 0.8688,
"step": 326
},
{
"epoch": 0.25368502715283164,
"grad_norm": 12.39558219909668,
"learning_rate": 1.3325499412455933e-05,
"loss": 1.7387,
"step": 327
},
{
"epoch": 0.25446082234290146,
"grad_norm": 14.992557525634766,
"learning_rate": 1.3366627497062278e-05,
"loss": 2.1972,
"step": 328
},
{
"epoch": 0.2552366175329713,
"grad_norm": 23.38945770263672,
"learning_rate": 1.3407755581668624e-05,
"loss": 2.5069,
"step": 329
},
{
"epoch": 0.2560124127230411,
"grad_norm": 12.7628173828125,
"learning_rate": 1.344888366627497e-05,
"loss": 0.887,
"step": 330
},
{
"epoch": 0.25678820791311097,
"grad_norm": 11.964229583740234,
"learning_rate": 1.3490011750881316e-05,
"loss": 0.7386,
"step": 331
},
{
"epoch": 0.2575640031031808,
"grad_norm": 12.059389114379883,
"learning_rate": 1.353113983548766e-05,
"loss": 0.6545,
"step": 332
},
{
"epoch": 0.2583397982932506,
"grad_norm": 14.090944290161133,
"learning_rate": 1.3572267920094005e-05,
"loss": 1.3643,
"step": 333
},
{
"epoch": 0.2591155934833204,
"grad_norm": 16.549198150634766,
"learning_rate": 1.3613396004700352e-05,
"loss": 1.776,
"step": 334
},
{
"epoch": 0.25989138867339023,
"grad_norm": 15.8597993850708,
"learning_rate": 1.3654524089306697e-05,
"loss": 1.4132,
"step": 335
},
{
"epoch": 0.26066718386346005,
"grad_norm": 12.522405624389648,
"learning_rate": 1.3695652173913042e-05,
"loss": 0.9845,
"step": 336
},
{
"epoch": 0.26144297905352987,
"grad_norm": 13.252232551574707,
"learning_rate": 1.373678025851939e-05,
"loss": 1.0809,
"step": 337
},
{
"epoch": 0.2622187742435997,
"grad_norm": 21.052268981933594,
"learning_rate": 1.3777908343125733e-05,
"loss": 2.4095,
"step": 338
},
{
"epoch": 0.2629945694336695,
"grad_norm": 10.559894561767578,
"learning_rate": 1.3819036427732078e-05,
"loss": 0.6106,
"step": 339
},
{
"epoch": 0.2637703646237393,
"grad_norm": 15.451229095458984,
"learning_rate": 1.3860164512338423e-05,
"loss": 2.0685,
"step": 340
},
{
"epoch": 0.26454615981380913,
"grad_norm": 13.602385520935059,
"learning_rate": 1.390129259694477e-05,
"loss": 1.0661,
"step": 341
},
{
"epoch": 0.26532195500387895,
"grad_norm": 2.945145845413208,
"learning_rate": 1.3942420681551116e-05,
"loss": 0.1213,
"step": 342
},
{
"epoch": 0.2660977501939488,
"grad_norm": 3.1986005306243896,
"learning_rate": 1.398354876615746e-05,
"loss": 0.1238,
"step": 343
},
{
"epoch": 0.26687354538401864,
"grad_norm": 15.844751358032227,
"learning_rate": 1.4024676850763806e-05,
"loss": 1.2497,
"step": 344
},
{
"epoch": 0.26764934057408846,
"grad_norm": 14.065977096557617,
"learning_rate": 1.4065804935370152e-05,
"loss": 1.1994,
"step": 345
},
{
"epoch": 0.2684251357641583,
"grad_norm": 26.08740234375,
"learning_rate": 1.4106933019976497e-05,
"loss": 3.1447,
"step": 346
},
{
"epoch": 0.2692009309542281,
"grad_norm": 15.031670570373535,
"learning_rate": 1.4148061104582842e-05,
"loss": 1.1243,
"step": 347
},
{
"epoch": 0.2699767261442979,
"grad_norm": 11.64657211303711,
"learning_rate": 1.4189189189189189e-05,
"loss": 0.6845,
"step": 348
},
{
"epoch": 0.2707525213343677,
"grad_norm": 1.9088811874389648,
"learning_rate": 1.4230317273795533e-05,
"loss": 0.0838,
"step": 349
},
{
"epoch": 0.27152831652443754,
"grad_norm": 14.127081871032715,
"learning_rate": 1.4271445358401878e-05,
"loss": 1.0022,
"step": 350
},
{
"epoch": 0.27230411171450736,
"grad_norm": 14.686738014221191,
"learning_rate": 1.4312573443008225e-05,
"loss": 1.0077,
"step": 351
},
{
"epoch": 0.2730799069045772,
"grad_norm": 14.152548789978027,
"learning_rate": 1.435370152761457e-05,
"loss": 1.1412,
"step": 352
},
{
"epoch": 0.273855702094647,
"grad_norm": 10.20125961303711,
"learning_rate": 1.4394829612220916e-05,
"loss": 0.4218,
"step": 353
},
{
"epoch": 0.2746314972847168,
"grad_norm": 7.937293529510498,
"learning_rate": 1.4435957696827261e-05,
"loss": 0.3458,
"step": 354
},
{
"epoch": 0.2754072924747867,
"grad_norm": 20.850278854370117,
"learning_rate": 1.4477085781433606e-05,
"loss": 2.3721,
"step": 355
},
{
"epoch": 0.2761830876648565,
"grad_norm": 12.219514846801758,
"learning_rate": 1.4518213866039951e-05,
"loss": 0.7093,
"step": 356
},
{
"epoch": 0.2769588828549263,
"grad_norm": 14.681598663330078,
"learning_rate": 1.4559341950646297e-05,
"loss": 1.5243,
"step": 357
},
{
"epoch": 0.27773467804499613,
"grad_norm": 14.27827262878418,
"learning_rate": 1.4600470035252644e-05,
"loss": 1.0516,
"step": 358
},
{
"epoch": 0.27851047323506595,
"grad_norm": 15.308382987976074,
"learning_rate": 1.4641598119858989e-05,
"loss": 2.0051,
"step": 359
},
{
"epoch": 0.27928626842513576,
"grad_norm": 14.46717357635498,
"learning_rate": 1.4682726204465333e-05,
"loss": 0.9223,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_Qnli-dev_cosine_accuracy": 0.662109375,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.834648609161377,
"eval_Qnli-dev_cosine_ap": 0.6826335916480684,
"eval_Qnli-dev_cosine_f1": 0.676056338028169,
"eval_Qnli-dev_cosine_f1_threshold": 0.7109700441360474,
"eval_Qnli-dev_cosine_precision": 0.5359801488833746,
"eval_Qnli-dev_cosine_recall": 0.9152542372881356,
"eval_Qnli-dev_dot_accuracy": 0.650390625,
"eval_Qnli-dev_dot_accuracy_threshold": 460.17987060546875,
"eval_Qnli-dev_dot_ap": 0.6380420859457262,
"eval_Qnli-dev_dot_f1": 0.648729446935725,
"eval_Qnli-dev_dot_f1_threshold": 329.4967041015625,
"eval_Qnli-dev_dot_precision": 0.5011547344110855,
"eval_Qnli-dev_dot_recall": 0.9194915254237288,
"eval_Qnli-dev_euclidean_accuracy": 0.662109375,
"eval_Qnli-dev_euclidean_accuracy_threshold": 13.164579391479492,
"eval_Qnli-dev_euclidean_ap": 0.6789758761369369,
"eval_Qnli-dev_euclidean_f1": 0.6689536878216124,
"eval_Qnli-dev_euclidean_f1_threshold": 16.087860107421875,
"eval_Qnli-dev_euclidean_precision": 0.5619596541786743,
"eval_Qnli-dev_euclidean_recall": 0.826271186440678,
"eval_Qnli-dev_manhattan_accuracy": 0.6640625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 256.0917053222656,
"eval_Qnli-dev_manhattan_ap": 0.6811393297620214,
"eval_Qnli-dev_manhattan_f1": 0.6755852842809364,
"eval_Qnli-dev_manhattan_f1_threshold": 292.66973876953125,
"eval_Qnli-dev_manhattan_precision": 0.5580110497237569,
"eval_Qnli-dev_manhattan_recall": 0.8559322033898306,
"eval_Qnli-dev_max_accuracy": 0.6640625,
"eval_Qnli-dev_max_accuracy_threshold": 460.17987060546875,
"eval_Qnli-dev_max_ap": 0.6826335916480684,
"eval_Qnli-dev_max_f1": 0.676056338028169,
"eval_Qnli-dev_max_f1_threshold": 329.4967041015625,
"eval_Qnli-dev_max_precision": 0.5619596541786743,
"eval_Qnli-dev_max_recall": 0.9194915254237288,
"eval_allNLI-dev_cosine_accuracy": 0.703125,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.8892226219177246,
"eval_allNLI-dev_cosine_ap": 0.5625011599380847,
"eval_allNLI-dev_cosine_f1": 0.5734265734265734,
"eval_allNLI-dev_cosine_f1_threshold": 0.8265600800514221,
"eval_allNLI-dev_cosine_precision": 0.48046875,
"eval_allNLI-dev_cosine_recall": 0.7109826589595376,
"eval_allNLI-dev_dot_accuracy": 0.6796875,
"eval_allNLI-dev_dot_accuracy_threshold": 542.1672973632812,
"eval_allNLI-dev_dot_ap": 0.45850058587644604,
"eval_allNLI-dev_dot_f1": 0.533066132264529,
"eval_allNLI-dev_dot_f1_threshold": 398.1407165527344,
"eval_allNLI-dev_dot_precision": 0.40797546012269936,
"eval_allNLI-dev_dot_recall": 0.7687861271676301,
"eval_allNLI-dev_euclidean_accuracy": 0.69921875,
"eval_allNLI-dev_euclidean_accuracy_threshold": 8.344038963317871,
"eval_allNLI-dev_euclidean_ap": 0.5603702127176354,
"eval_allNLI-dev_euclidean_f1": 0.5787037037037037,
"eval_allNLI-dev_euclidean_f1_threshold": 13.60634994506836,
"eval_allNLI-dev_euclidean_precision": 0.4826254826254826,
"eval_allNLI-dev_euclidean_recall": 0.7225433526011561,
"eval_allNLI-dev_manhattan_accuracy": 0.69921875,
"eval_allNLI-dev_manhattan_accuracy_threshold": 198.1402587890625,
"eval_allNLI-dev_manhattan_ap": 0.5553994905174271,
"eval_allNLI-dev_manhattan_f1": 0.5852534562211982,
"eval_allNLI-dev_manhattan_f1_threshold": 244.5894775390625,
"eval_allNLI-dev_manhattan_precision": 0.48659003831417624,
"eval_allNLI-dev_manhattan_recall": 0.7341040462427746,
"eval_allNLI-dev_max_accuracy": 0.703125,
"eval_allNLI-dev_max_accuracy_threshold": 542.1672973632812,
"eval_allNLI-dev_max_ap": 0.5625011599380847,
"eval_allNLI-dev_max_f1": 0.5852534562211982,
"eval_allNLI-dev_max_f1_threshold": 398.1407165527344,
"eval_allNLI-dev_max_precision": 0.48659003831417624,
"eval_allNLI-dev_max_recall": 0.7687861271676301,
"eval_sequential_score": 0.6826335916480684,
"eval_sts-test_pearson_cosine": 0.7278874955358379,
"eval_sts-test_pearson_dot": 0.6256106866273135,
"eval_sts-test_pearson_euclidean": 0.7487377481079524,
"eval_sts-test_pearson_manhattan": 0.7484942867556642,
"eval_sts-test_pearson_max": 0.7487377481079524,
"eval_sts-test_spearman_cosine": 0.7684265049248817,
"eval_sts-test_spearman_dot": 0.6173193062081594,
"eval_sts-test_spearman_euclidean": 0.7532756521219937,
"eval_sts-test_spearman_manhattan": 0.7533450613284117,
"eval_sts-test_spearman_max": 0.7684265049248817,
"eval_vitaminc-pairs_loss": 4.337933540344238,
"eval_vitaminc-pairs_runtime": 5.4814,
"eval_vitaminc-pairs_samples_per_second": 23.352,
"eval_vitaminc-pairs_steps_per_second": 0.365,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_negation-triplets_loss": 2.4210715293884277,
"eval_negation-triplets_runtime": 1.1024,
"eval_negation-triplets_samples_per_second": 116.112,
"eval_negation-triplets_steps_per_second": 1.814,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_scitail-pairs-pos_loss": 0.22071462869644165,
"eval_scitail-pairs-pos_runtime": 1.2259,
"eval_scitail-pairs-pos_samples_per_second": 104.41,
"eval_scitail-pairs-pos_steps_per_second": 1.631,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_scitail-pairs-qa_loss": 0.06664571166038513,
"eval_scitail-pairs-qa_runtime": 0.9051,
"eval_scitail-pairs-qa_samples_per_second": 141.425,
"eval_scitail-pairs-qa_steps_per_second": 2.21,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_xsum-pairs_loss": 0.8802127838134766,
"eval_xsum-pairs_runtime": 4.3088,
"eval_xsum-pairs_samples_per_second": 29.707,
"eval_xsum-pairs_steps_per_second": 0.464,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_sciq_pairs_loss": 0.1746787279844284,
"eval_sciq_pairs_runtime": 5.5117,
"eval_sciq_pairs_samples_per_second": 23.223,
"eval_sciq_pairs_steps_per_second": 0.363,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_qasc_pairs_loss": 1.290103554725647,
"eval_qasc_pairs_runtime": 0.9843,
"eval_qasc_pairs_samples_per_second": 130.044,
"eval_qasc_pairs_steps_per_second": 2.032,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_openbookqa_pairs_loss": 2.800795316696167,
"eval_openbookqa_pairs_runtime": 0.8569,
"eval_openbookqa_pairs_samples_per_second": 149.381,
"eval_openbookqa_pairs_steps_per_second": 2.334,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_msmarco_pairs_loss": 1.993630051612854,
"eval_msmarco_pairs_runtime": 1.957,
"eval_msmarco_pairs_samples_per_second": 65.406,
"eval_msmarco_pairs_steps_per_second": 1.022,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_nq_pairs_loss": 2.73992919921875,
"eval_nq_pairs_runtime": 4.4047,
"eval_nq_pairs_samples_per_second": 29.06,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_trivia_pairs_loss": 2.3568363189697266,
"eval_trivia_pairs_runtime": 4.5275,
"eval_trivia_pairs_samples_per_second": 28.272,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_gooaq_pairs_loss": 1.59003484249115,
"eval_gooaq_pairs_runtime": 1.2638,
"eval_gooaq_pairs_samples_per_second": 101.28,
"eval_gooaq_pairs_steps_per_second": 1.583,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_paws-pos_loss": 0.05985124409198761,
"eval_paws-pos_runtime": 1.0235,
"eval_paws-pos_samples_per_second": 125.063,
"eval_paws-pos_steps_per_second": 1.954,
"step": 360
},
{
"epoch": 0.27928626842513576,
"eval_global_dataset_loss": 1.1724058389663696,
"eval_global_dataset_runtime": 21.1371,
"eval_global_dataset_samples_per_second": 19.681,
"eval_global_dataset_steps_per_second": 0.331,
"step": 360
},
{
"epoch": 0.2800620636152056,
"grad_norm": 25.474246978759766,
"learning_rate": 1.4723854289071678e-05,
"loss": 2.7167,
"step": 361
},
{
"epoch": 0.2808378588052754,
"grad_norm": 1.4754058122634888,
"learning_rate": 1.4764982373678025e-05,
"loss": 0.0458,
"step": 362
},
{
"epoch": 0.2816136539953452,
"grad_norm": 2.33425235748291,
"learning_rate": 1.480611045828437e-05,
"loss": 0.1212,
"step": 363
},
{
"epoch": 0.28238944918541503,
"grad_norm": 15.722271919250488,
"learning_rate": 1.4847238542890715e-05,
"loss": 1.1448,
"step": 364
},
{
"epoch": 0.28316524437548485,
"grad_norm": 19.69548988342285,
"learning_rate": 1.4888366627497062e-05,
"loss": 1.4511,
"step": 365
},
{
"epoch": 0.2839410395655547,
"grad_norm": 24.48932647705078,
"learning_rate": 1.4929494712103406e-05,
"loss": 2.2643,
"step": 366
},
{
"epoch": 0.28471683475562454,
"grad_norm": 25.97068214416504,
"learning_rate": 1.4970622796709751e-05,
"loss": 2.4578,
"step": 367
},
{
"epoch": 0.28549262994569435,
"grad_norm": 13.350829124450684,
"learning_rate": 1.5011750881316097e-05,
"loss": 1.6065,
"step": 368
},
{
"epoch": 0.28626842513576417,
"grad_norm": 22.40682601928711,
"learning_rate": 1.5052878965922444e-05,
"loss": 2.4521,
"step": 369
},
{
"epoch": 0.287044220325834,
"grad_norm": 15.37533950805664,
"learning_rate": 1.5094007050528789e-05,
"loss": 1.7531,
"step": 370
},
{
"epoch": 0.2878200155159038,
"grad_norm": 22.3481388092041,
"learning_rate": 1.5135135135135134e-05,
"loss": 2.1787,
"step": 371
},
{
"epoch": 0.2885958107059736,
"grad_norm": 13.490084648132324,
"learning_rate": 1.5176263219741478e-05,
"loss": 1.0957,
"step": 372
},
{
"epoch": 0.28937160589604344,
"grad_norm": 2.181879997253418,
"learning_rate": 1.5217391304347825e-05,
"loss": 0.0586,
"step": 373
},
{
"epoch": 0.29014740108611325,
"grad_norm": 16.611886978149414,
"learning_rate": 1.525851938895417e-05,
"loss": 1.6929,
"step": 374
},
{
"epoch": 0.29092319627618307,
"grad_norm": 14.349035263061523,
"learning_rate": 1.5299647473560515e-05,
"loss": 1.0535,
"step": 375
},
{
"epoch": 0.2916989914662529,
"grad_norm": 17.074005126953125,
"learning_rate": 1.534077555816686e-05,
"loss": 1.9976,
"step": 376
},
{
"epoch": 0.2924747866563227,
"grad_norm": 20.094833374023438,
"learning_rate": 1.5381903642773206e-05,
"loss": 2.4483,
"step": 377
},
{
"epoch": 0.2932505818463926,
"grad_norm": 17.122468948364258,
"learning_rate": 1.542303172737955e-05,
"loss": 1.9593,
"step": 378
},
{
"epoch": 0.2940263770364624,
"grad_norm": 13.059803009033203,
"learning_rate": 1.5464159811985896e-05,
"loss": 0.8981,
"step": 379
},
{
"epoch": 0.2948021722265322,
"grad_norm": 12.673219680786133,
"learning_rate": 1.5505287896592242e-05,
"loss": 1.5796,
"step": 380
},
{
"epoch": 0.295577967416602,
"grad_norm": 12.000088691711426,
"learning_rate": 1.554641598119859e-05,
"loss": 0.8614,
"step": 381
},
{
"epoch": 0.29635376260667184,
"grad_norm": 13.178820610046387,
"learning_rate": 1.5587544065804936e-05,
"loss": 1.0546,
"step": 382
},
{
"epoch": 0.29712955779674166,
"grad_norm": 11.239422798156738,
"learning_rate": 1.5628672150411278e-05,
"loss": 0.729,
"step": 383
},
{
"epoch": 0.2979053529868115,
"grad_norm": 14.764410018920898,
"learning_rate": 1.5669800235017623e-05,
"loss": 1.0482,
"step": 384
},
{
"epoch": 0.2986811481768813,
"grad_norm": 12.975874900817871,
"learning_rate": 1.571092831962397e-05,
"loss": 1.1714,
"step": 385
},
{
"epoch": 0.2994569433669511,
"grad_norm": 19.684154510498047,
"learning_rate": 1.5752056404230317e-05,
"loss": 2.4894,
"step": 386
},
{
"epoch": 0.30023273855702093,
"grad_norm": 17.636709213256836,
"learning_rate": 1.5793184488836662e-05,
"loss": 2.3088,
"step": 387
},
{
"epoch": 0.30100853374709075,
"grad_norm": 14.460874557495117,
"learning_rate": 1.5834312573443007e-05,
"loss": 0.9935,
"step": 388
},
{
"epoch": 0.30178432893716056,
"grad_norm": 16.176727294921875,
"learning_rate": 1.5875440658049353e-05,
"loss": 1.939,
"step": 389
},
{
"epoch": 0.30256012412723043,
"grad_norm": 13.404376983642578,
"learning_rate": 1.5916568742655698e-05,
"loss": 0.9026,
"step": 390
},
{
"epoch": 0.30333591931730025,
"grad_norm": 16.802038192749023,
"learning_rate": 1.5957696827262043e-05,
"loss": 1.8123,
"step": 391
},
{
"epoch": 0.30411171450737007,
"grad_norm": 12.580886840820312,
"learning_rate": 1.599882491186839e-05,
"loss": 0.874,
"step": 392
},
{
"epoch": 0.3048875096974399,
"grad_norm": 18.432588577270508,
"learning_rate": 1.6039952996474734e-05,
"loss": 2.1435,
"step": 393
},
{
"epoch": 0.3056633048875097,
"grad_norm": 14.046128273010254,
"learning_rate": 1.608108108108108e-05,
"loss": 0.931,
"step": 394
},
{
"epoch": 0.3064391000775795,
"grad_norm": 19.87921714782715,
"learning_rate": 1.6122209165687425e-05,
"loss": 3.171,
"step": 395
},
{
"epoch": 0.30721489526764933,
"grad_norm": 19.801437377929688,
"learning_rate": 1.616333725029377e-05,
"loss": 2.1008,
"step": 396
},
{
"epoch": 0.30799069045771915,
"grad_norm": 1.4523849487304688,
"learning_rate": 1.6204465334900115e-05,
"loss": 0.0452,
"step": 397
},
{
"epoch": 0.30876648564778897,
"grad_norm": 12.92918586730957,
"learning_rate": 1.624559341950646e-05,
"loss": 1.9875,
"step": 398
},
{
"epoch": 0.3095422808378588,
"grad_norm": 8.270234107971191,
"learning_rate": 1.628672150411281e-05,
"loss": 0.3775,
"step": 399
},
{
"epoch": 0.3103180760279286,
"grad_norm": 18.898799896240234,
"learning_rate": 1.632784958871915e-05,
"loss": 2.6522,
"step": 400
},
{
"epoch": 0.3110938712179985,
"grad_norm": 21.519569396972656,
"learning_rate": 1.6368977673325496e-05,
"loss": 2.5176,
"step": 401
},
{
"epoch": 0.3118696664080683,
"grad_norm": 11.268598556518555,
"learning_rate": 1.641010575793184e-05,
"loss": 0.8288,
"step": 402
},
{
"epoch": 0.3126454615981381,
"grad_norm": 1.690314769744873,
"learning_rate": 1.645123384253819e-05,
"loss": 0.0501,
"step": 403
},
{
"epoch": 0.3134212567882079,
"grad_norm": 14.973150253295898,
"learning_rate": 1.6492361927144535e-05,
"loss": 0.9043,
"step": 404
},
{
"epoch": 0.31419705197827774,
"grad_norm": 13.083118438720703,
"learning_rate": 1.653349001175088e-05,
"loss": 0.9715,
"step": 405
},
{
"epoch": 0.31497284716834756,
"grad_norm": 11.925381660461426,
"learning_rate": 1.6574618096357226e-05,
"loss": 0.7641,
"step": 406
},
{
"epoch": 0.3157486423584174,
"grad_norm": 11.790251731872559,
"learning_rate": 1.661574618096357e-05,
"loss": 0.6805,
"step": 407
},
{
"epoch": 0.3165244375484872,
"grad_norm": 12.217658042907715,
"learning_rate": 1.6656874265569917e-05,
"loss": 0.834,
"step": 408
},
{
"epoch": 0.317300232738557,
"grad_norm": 22.908329010009766,
"learning_rate": 1.6698002350176262e-05,
"loss": 2.4305,
"step": 409
},
{
"epoch": 0.3180760279286268,
"grad_norm": 26.299768447875977,
"learning_rate": 1.6739130434782607e-05,
"loss": 3.5913,
"step": 410
},
{
"epoch": 0.31885182311869664,
"grad_norm": 11.436812400817871,
"learning_rate": 1.6780258519388953e-05,
"loss": 0.7332,
"step": 411
},
{
"epoch": 0.31962761830876646,
"grad_norm": 13.18742561340332,
"learning_rate": 1.6821386603995298e-05,
"loss": 1.2849,
"step": 412
},
{
"epoch": 0.32040341349883633,
"grad_norm": 13.520853042602539,
"learning_rate": 1.6862514688601643e-05,
"loss": 1.0282,
"step": 413
},
{
"epoch": 0.32117920868890615,
"grad_norm": 165.97146606445312,
"learning_rate": 1.690364277320799e-05,
"loss": 2.2408,
"step": 414
},
{
"epoch": 0.32195500387897596,
"grad_norm": 10.768506050109863,
"learning_rate": 1.6944770857814334e-05,
"loss": 0.6605,
"step": 415
},
{
"epoch": 0.3227307990690458,
"grad_norm": 1.6408238410949707,
"learning_rate": 1.6985898942420682e-05,
"loss": 0.0823,
"step": 416
},
{
"epoch": 0.3235065942591156,
"grad_norm": 12.204421997070312,
"learning_rate": 1.7027027027027028e-05,
"loss": 0.6969,
"step": 417
},
{
"epoch": 0.3242823894491854,
"grad_norm": 1.6341387033462524,
"learning_rate": 1.706815511163337e-05,
"loss": 0.0801,
"step": 418
},
{
"epoch": 0.32505818463925523,
"grad_norm": 12.545511245727539,
"learning_rate": 1.7109283196239715e-05,
"loss": 0.8736,
"step": 419
},
{
"epoch": 0.32583397982932505,
"grad_norm": 20.437318801879883,
"learning_rate": 1.7150411280846064e-05,
"loss": 1.9045,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_Qnli-dev_cosine_accuracy": 0.66796875,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.8542718887329102,
"eval_Qnli-dev_cosine_ap": 0.6819867518828648,
"eval_Qnli-dev_cosine_f1": 0.6744186046511628,
"eval_Qnli-dev_cosine_f1_threshold": 0.7597143650054932,
"eval_Qnli-dev_cosine_precision": 0.5546448087431693,
"eval_Qnli-dev_cosine_recall": 0.8601694915254238,
"eval_Qnli-dev_dot_accuracy": 0.63671875,
"eval_Qnli-dev_dot_accuracy_threshold": 480.2711486816406,
"eval_Qnli-dev_dot_ap": 0.6310400691102859,
"eval_Qnli-dev_dot_f1": 0.641200545702592,
"eval_Qnli-dev_dot_f1_threshold": 281.8914794921875,
"eval_Qnli-dev_dot_precision": 0.47283702213279677,
"eval_Qnli-dev_dot_recall": 0.9957627118644068,
"eval_Qnli-dev_euclidean_accuracy": 0.6640625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 11.65697193145752,
"eval_Qnli-dev_euclidean_ap": 0.6795312124891731,
"eval_Qnli-dev_euclidean_f1": 0.6771653543307087,
"eval_Qnli-dev_euclidean_f1_threshold": 16.999248504638672,
"eval_Qnli-dev_euclidean_precision": 0.5388471177944862,
"eval_Qnli-dev_euclidean_recall": 0.9110169491525424,
"eval_Qnli-dev_manhattan_accuracy": 0.66796875,
"eval_Qnli-dev_manhattan_accuracy_threshold": 221.05398559570312,
"eval_Qnli-dev_manhattan_ap": 0.6781803545466516,
"eval_Qnli-dev_manhattan_f1": 0.6798679867986799,
"eval_Qnli-dev_manhattan_f1_threshold": 285.72674560546875,
"eval_Qnli-dev_manhattan_precision": 0.5567567567567567,
"eval_Qnli-dev_manhattan_recall": 0.8728813559322034,
"eval_Qnli-dev_max_accuracy": 0.66796875,
"eval_Qnli-dev_max_accuracy_threshold": 480.2711486816406,
"eval_Qnli-dev_max_ap": 0.6819867518828648,
"eval_Qnli-dev_max_f1": 0.6798679867986799,
"eval_Qnli-dev_max_f1_threshold": 285.72674560546875,
"eval_Qnli-dev_max_precision": 0.5567567567567567,
"eval_Qnli-dev_max_recall": 0.9957627118644068,
"eval_allNLI-dev_cosine_accuracy": 0.703125,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9137765765190125,
"eval_allNLI-dev_cosine_ap": 0.5636332850461632,
"eval_allNLI-dev_cosine_f1": 0.5595854922279792,
"eval_allNLI-dev_cosine_f1_threshold": 0.8483971953392029,
"eval_allNLI-dev_cosine_precision": 0.5070422535211268,
"eval_allNLI-dev_cosine_recall": 0.6242774566473989,
"eval_allNLI-dev_dot_accuracy": 0.677734375,
"eval_allNLI-dev_dot_accuracy_threshold": 528.9793701171875,
"eval_allNLI-dev_dot_ap": 0.45724093637403346,
"eval_allNLI-dev_dot_f1": 0.5354609929078015,
"eval_allNLI-dev_dot_f1_threshold": 370.6198425292969,
"eval_allNLI-dev_dot_precision": 0.38618925831202044,
"eval_allNLI-dev_dot_recall": 0.8728323699421965,
"eval_allNLI-dev_euclidean_accuracy": 0.703125,
"eval_allNLI-dev_euclidean_accuracy_threshold": 9.576183319091797,
"eval_allNLI-dev_euclidean_ap": 0.5590106513557265,
"eval_allNLI-dev_euclidean_f1": 0.5750000000000001,
"eval_allNLI-dev_euclidean_f1_threshold": 12.741243362426758,
"eval_allNLI-dev_euclidean_precision": 0.5066079295154186,
"eval_allNLI-dev_euclidean_recall": 0.6647398843930635,
"eval_allNLI-dev_manhattan_accuracy": 0.69921875,
"eval_allNLI-dev_manhattan_accuracy_threshold": 180.15008544921875,
"eval_allNLI-dev_manhattan_ap": 0.5567627961543863,
"eval_allNLI-dev_manhattan_f1": 0.5842105263157894,
"eval_allNLI-dev_manhattan_f1_threshold": 222.73663330078125,
"eval_allNLI-dev_manhattan_precision": 0.5362318840579711,
"eval_allNLI-dev_manhattan_recall": 0.6416184971098265,
"eval_allNLI-dev_max_accuracy": 0.703125,
"eval_allNLI-dev_max_accuracy_threshold": 528.9793701171875,
"eval_allNLI-dev_max_ap": 0.5636332850461632,
"eval_allNLI-dev_max_f1": 0.5842105263157894,
"eval_allNLI-dev_max_f1_threshold": 370.6198425292969,
"eval_allNLI-dev_max_precision": 0.5362318840579711,
"eval_allNLI-dev_max_recall": 0.8728323699421965,
"eval_sequential_score": 0.6819867518828648,
"eval_sts-test_pearson_cosine": 0.764240840847642,
"eval_sts-test_pearson_dot": 0.6960700855602846,
"eval_sts-test_pearson_euclidean": 0.783068375173582,
"eval_sts-test_pearson_manhattan": 0.7868630276962296,
"eval_sts-test_pearson_max": 0.7868630276962296,
"eval_sts-test_spearman_cosine": 0.7990335036358699,
"eval_sts-test_spearman_dot": 0.6838227237215536,
"eval_sts-test_spearman_euclidean": 0.7842250874851489,
"eval_sts-test_spearman_manhattan": 0.7874060966473723,
"eval_sts-test_spearman_max": 0.7990335036358699,
"eval_vitaminc-pairs_loss": 4.480936050415039,
"eval_vitaminc-pairs_runtime": 5.4647,
"eval_vitaminc-pairs_samples_per_second": 23.423,
"eval_vitaminc-pairs_steps_per_second": 0.366,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_negation-triplets_loss": 2.1231603622436523,
"eval_negation-triplets_runtime": 1.101,
"eval_negation-triplets_samples_per_second": 116.261,
"eval_negation-triplets_steps_per_second": 1.817,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_scitail-pairs-pos_loss": 0.18876375257968903,
"eval_scitail-pairs-pos_runtime": 1.2357,
"eval_scitail-pairs-pos_samples_per_second": 103.582,
"eval_scitail-pairs-pos_steps_per_second": 1.618,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_scitail-pairs-qa_loss": 0.08243328332901001,
"eval_scitail-pairs-qa_runtime": 0.9098,
"eval_scitail-pairs-qa_samples_per_second": 140.687,
"eval_scitail-pairs-qa_steps_per_second": 2.198,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_xsum-pairs_loss": 0.6536691188812256,
"eval_xsum-pairs_runtime": 4.3213,
"eval_xsum-pairs_samples_per_second": 29.62,
"eval_xsum-pairs_steps_per_second": 0.463,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_sciq_pairs_loss": 0.13692253828048706,
"eval_sciq_pairs_runtime": 5.5159,
"eval_sciq_pairs_samples_per_second": 23.206,
"eval_sciq_pairs_steps_per_second": 0.363,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_qasc_pairs_loss": 1.1581523418426514,
"eval_qasc_pairs_runtime": 0.9753,
"eval_qasc_pairs_samples_per_second": 131.245,
"eval_qasc_pairs_steps_per_second": 2.051,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_openbookqa_pairs_loss": 2.305072069168091,
"eval_openbookqa_pairs_runtime": 0.8571,
"eval_openbookqa_pairs_samples_per_second": 149.34,
"eval_openbookqa_pairs_steps_per_second": 2.333,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_msmarco_pairs_loss": 1.591927170753479,
"eval_msmarco_pairs_runtime": 1.9618,
"eval_msmarco_pairs_samples_per_second": 65.247,
"eval_msmarco_pairs_steps_per_second": 1.019,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_nq_pairs_loss": 2.2807977199554443,
"eval_nq_pairs_runtime": 4.4086,
"eval_nq_pairs_samples_per_second": 29.034,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_trivia_pairs_loss": 1.8372831344604492,
"eval_trivia_pairs_runtime": 4.5198,
"eval_trivia_pairs_samples_per_second": 28.32,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_gooaq_pairs_loss": 1.4098910093307495,
"eval_gooaq_pairs_runtime": 1.2673,
"eval_gooaq_pairs_samples_per_second": 101.002,
"eval_gooaq_pairs_steps_per_second": 1.578,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_paws-pos_loss": 0.05875324085354805,
"eval_paws-pos_runtime": 1.0192,
"eval_paws-pos_samples_per_second": 125.591,
"eval_paws-pos_steps_per_second": 1.962,
"step": 420
},
{
"epoch": 0.32583397982932505,
"eval_global_dataset_loss": 1.0107834339141846,
"eval_global_dataset_runtime": 21.1404,
"eval_global_dataset_samples_per_second": 19.678,
"eval_global_dataset_steps_per_second": 0.331,
"step": 420
},
{
"epoch": 0.32660977501939487,
"grad_norm": 14.164385795593262,
"learning_rate": 1.719153936545241e-05,
"loss": 1.1833,
"step": 421
},
{
"epoch": 0.3273855702094647,
"grad_norm": 13.15245246887207,
"learning_rate": 1.7232667450058754e-05,
"loss": 0.9057,
"step": 422
},
{
"epoch": 0.3281613653995345,
"grad_norm": 10.071792602539062,
"learning_rate": 1.7273795534665096e-05,
"loss": 0.6268,
"step": 423
},
{
"epoch": 0.32893716058960437,
"grad_norm": 8.69880485534668,
"learning_rate": 1.7314923619271445e-05,
"loss": 0.4343,
"step": 424
},
{
"epoch": 0.3297129557796742,
"grad_norm": 21.93539047241211,
"learning_rate": 1.735605170387779e-05,
"loss": 1.9356,
"step": 425
},
{
"epoch": 0.330488750969744,
"grad_norm": 12.004720687866211,
"learning_rate": 1.7397179788484135e-05,
"loss": 0.7565,
"step": 426
},
{
"epoch": 0.3312645461598138,
"grad_norm": 19.00567054748535,
"learning_rate": 1.743830787309048e-05,
"loss": 2.3958,
"step": 427
},
{
"epoch": 0.33204034134988364,
"grad_norm": 21.73807716369629,
"learning_rate": 1.7479435957696826e-05,
"loss": 2.2136,
"step": 428
},
{
"epoch": 0.33281613653995346,
"grad_norm": 14.654407501220703,
"learning_rate": 1.752056404230317e-05,
"loss": 0.9757,
"step": 429
},
{
"epoch": 0.3335919317300233,
"grad_norm": 17.83519744873047,
"learning_rate": 1.7561692126909516e-05,
"loss": 2.1771,
"step": 430
},
{
"epoch": 0.3343677269200931,
"grad_norm": 14.094572067260742,
"learning_rate": 1.7602820211515865e-05,
"loss": 1.4981,
"step": 431
},
{
"epoch": 0.3351435221101629,
"grad_norm": 9.891066551208496,
"learning_rate": 1.7643948296122207e-05,
"loss": 0.6229,
"step": 432
},
{
"epoch": 0.3359193173002327,
"grad_norm": 20.44182777404785,
"learning_rate": 1.7685076380728552e-05,
"loss": 3.4441,
"step": 433
},
{
"epoch": 0.33669511249030254,
"grad_norm": 16.11002540588379,
"learning_rate": 1.77262044653349e-05,
"loss": 1.9118,
"step": 434
},
{
"epoch": 0.33747090768037236,
"grad_norm": 15.73004150390625,
"learning_rate": 1.7767332549941243e-05,
"loss": 1.7004,
"step": 435
},
{
"epoch": 0.33824670287044223,
"grad_norm": 10.259026527404785,
"learning_rate": 1.780846063454759e-05,
"loss": 0.7453,
"step": 436
},
{
"epoch": 0.33902249806051205,
"grad_norm": 17.650493621826172,
"learning_rate": 1.7849588719153933e-05,
"loss": 2.1001,
"step": 437
},
{
"epoch": 0.33979829325058186,
"grad_norm": 13.035713195800781,
"learning_rate": 1.789071680376028e-05,
"loss": 1.4916,
"step": 438
},
{
"epoch": 0.3405740884406517,
"grad_norm": 8.519974708557129,
"learning_rate": 1.7931844888366627e-05,
"loss": 0.4525,
"step": 439
},
{
"epoch": 0.3413498836307215,
"grad_norm": 14.857168197631836,
"learning_rate": 1.797297297297297e-05,
"loss": 1.4354,
"step": 440
},
{
"epoch": 0.3421256788207913,
"grad_norm": 8.651593208312988,
"learning_rate": 1.8014101057579318e-05,
"loss": 0.6315,
"step": 441
},
{
"epoch": 0.34290147401086113,
"grad_norm": 11.607765197753906,
"learning_rate": 1.8055229142185663e-05,
"loss": 0.8246,
"step": 442
},
{
"epoch": 0.34367726920093095,
"grad_norm": 14.755167007446289,
"learning_rate": 1.8096357226792005e-05,
"loss": 2.0078,
"step": 443
},
{
"epoch": 0.34445306439100076,
"grad_norm": 6.7243804931640625,
"learning_rate": 1.8137485311398354e-05,
"loss": 0.2752,
"step": 444
},
{
"epoch": 0.3452288595810706,
"grad_norm": 19.55060577392578,
"learning_rate": 1.81786133960047e-05,
"loss": 1.8133,
"step": 445
},
{
"epoch": 0.3460046547711404,
"grad_norm": 22.428977966308594,
"learning_rate": 1.8219741480611044e-05,
"loss": 2.1664,
"step": 446
},
{
"epoch": 0.3467804499612102,
"grad_norm": 15.759836196899414,
"learning_rate": 1.826086956521739e-05,
"loss": 1.0758,
"step": 447
},
{
"epoch": 0.3475562451512801,
"grad_norm": 20.637527465820312,
"learning_rate": 1.830199764982374e-05,
"loss": 2.0718,
"step": 448
},
{
"epoch": 0.3483320403413499,
"grad_norm": 19.373313903808594,
"learning_rate": 1.834312573443008e-05,
"loss": 1.5408,
"step": 449
},
{
"epoch": 0.3491078355314197,
"grad_norm": 2.981391668319702,
"learning_rate": 1.8384253819036426e-05,
"loss": 0.1437,
"step": 450
},
{
"epoch": 0.34988363072148954,
"grad_norm": 11.054551124572754,
"learning_rate": 1.842538190364277e-05,
"loss": 0.9747,
"step": 451
},
{
"epoch": 0.35065942591155935,
"grad_norm": 14.374537467956543,
"learning_rate": 1.8466509988249116e-05,
"loss": 0.9244,
"step": 452
},
{
"epoch": 0.35143522110162917,
"grad_norm": 14.106080055236816,
"learning_rate": 1.8507638072855465e-05,
"loss": 1.0036,
"step": 453
},
{
"epoch": 0.352211016291699,
"grad_norm": 18.196334838867188,
"learning_rate": 1.8548766157461807e-05,
"loss": 1.9532,
"step": 454
},
{
"epoch": 0.3529868114817688,
"grad_norm": 15.430368423461914,
"learning_rate": 1.8589894242068152e-05,
"loss": 1.425,
"step": 455
},
{
"epoch": 0.3537626066718386,
"grad_norm": 12.661757469177246,
"learning_rate": 1.86310223266745e-05,
"loss": 0.7721,
"step": 456
},
{
"epoch": 0.35453840186190844,
"grad_norm": 12.894657135009766,
"learning_rate": 1.8672150411280843e-05,
"loss": 0.8837,
"step": 457
},
{
"epoch": 0.35531419705197825,
"grad_norm": 14.356178283691406,
"learning_rate": 1.871327849588719e-05,
"loss": 0.8375,
"step": 458
},
{
"epoch": 0.3560899922420481,
"grad_norm": 14.401089668273926,
"learning_rate": 1.8754406580493537e-05,
"loss": 1.5555,
"step": 459
},
{
"epoch": 0.35686578743211794,
"grad_norm": 13.208641052246094,
"learning_rate": 1.879553466509988e-05,
"loss": 1.9662,
"step": 460
},
{
"epoch": 0.35764158262218776,
"grad_norm": 18.4484806060791,
"learning_rate": 1.8836662749706227e-05,
"loss": 3.0869,
"step": 461
},
{
"epoch": 0.3584173778122576,
"grad_norm": 17.628223419189453,
"learning_rate": 1.887779083431257e-05,
"loss": 1.8195,
"step": 462
},
{
"epoch": 0.3591931730023274,
"grad_norm": 10.189529418945312,
"learning_rate": 1.8918918918918918e-05,
"loss": 0.7404,
"step": 463
},
{
"epoch": 0.3599689681923972,
"grad_norm": 11.85727596282959,
"learning_rate": 1.8960047003525263e-05,
"loss": 1.0893,
"step": 464
},
{
"epoch": 0.360744763382467,
"grad_norm": 9.262800216674805,
"learning_rate": 1.9001175088131608e-05,
"loss": 0.707,
"step": 465
},
{
"epoch": 0.36152055857253684,
"grad_norm": 9.710227966308594,
"learning_rate": 1.9042303172737954e-05,
"loss": 0.6543,
"step": 466
},
{
"epoch": 0.36229635376260666,
"grad_norm": 10.734469413757324,
"learning_rate": 1.90834312573443e-05,
"loss": 0.804,
"step": 467
},
{
"epoch": 0.3630721489526765,
"grad_norm": 10.810818672180176,
"learning_rate": 1.9124559341950644e-05,
"loss": 0.8668,
"step": 468
},
{
"epoch": 0.3638479441427463,
"grad_norm": 18.30976104736328,
"learning_rate": 1.916568742655699e-05,
"loss": 1.9092,
"step": 469
},
{
"epoch": 0.3646237393328161,
"grad_norm": 12.41912841796875,
"learning_rate": 1.9206815511163338e-05,
"loss": 0.8892,
"step": 470
},
{
"epoch": 0.365399534522886,
"grad_norm": 13.264505386352539,
"learning_rate": 1.924794359576968e-05,
"loss": 1.1507,
"step": 471
},
{
"epoch": 0.3661753297129558,
"grad_norm": 10.896422386169434,
"learning_rate": 1.9289071680376025e-05,
"loss": 0.7981,
"step": 472
},
{
"epoch": 0.3669511249030256,
"grad_norm": 11.71090030670166,
"learning_rate": 1.9330199764982374e-05,
"loss": 0.8476,
"step": 473
},
{
"epoch": 0.36772692009309543,
"grad_norm": 11.638192176818848,
"learning_rate": 1.9371327849588716e-05,
"loss": 0.8267,
"step": 474
},
{
"epoch": 0.36850271528316525,
"grad_norm": 9.334179878234863,
"learning_rate": 1.9412455934195065e-05,
"loss": 0.5709,
"step": 475
},
{
"epoch": 0.36927851047323507,
"grad_norm": 1.667304515838623,
"learning_rate": 1.9453584018801406e-05,
"loss": 0.0949,
"step": 476
},
{
"epoch": 0.3700543056633049,
"grad_norm": 7.3601250648498535,
"learning_rate": 1.9494712103407755e-05,
"loss": 0.3,
"step": 477
},
{
"epoch": 0.3708301008533747,
"grad_norm": 17.925691604614258,
"learning_rate": 1.95358401880141e-05,
"loss": 1.6049,
"step": 478
},
{
"epoch": 0.3716058960434445,
"grad_norm": 11.621016502380371,
"learning_rate": 1.9576968272620442e-05,
"loss": 0.5664,
"step": 479
},
{
"epoch": 0.37238169123351433,
"grad_norm": 18.168704986572266,
"learning_rate": 1.961809635722679e-05,
"loss": 1.7042,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_Qnli-dev_cosine_accuracy": 0.666015625,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.846991777420044,
"eval_Qnli-dev_cosine_ap": 0.6953468164893489,
"eval_Qnli-dev_cosine_f1": 0.6762360446570973,
"eval_Qnli-dev_cosine_f1_threshold": 0.7319585680961609,
"eval_Qnli-dev_cosine_precision": 0.5421994884910486,
"eval_Qnli-dev_cosine_recall": 0.8983050847457628,
"eval_Qnli-dev_dot_accuracy": 0.623046875,
"eval_Qnli-dev_dot_accuracy_threshold": 412.3604736328125,
"eval_Qnli-dev_dot_ap": 0.6263988112924701,
"eval_Qnli-dev_dot_f1": 0.6513157894736842,
"eval_Qnli-dev_dot_f1_threshold": 378.31402587890625,
"eval_Qnli-dev_dot_precision": 0.532258064516129,
"eval_Qnli-dev_dot_recall": 0.8389830508474576,
"eval_Qnli-dev_euclidean_accuracy": 0.673828125,
"eval_Qnli-dev_euclidean_accuracy_threshold": 11.859345436096191,
"eval_Qnli-dev_euclidean_ap": 0.690286173236297,
"eval_Qnli-dev_euclidean_f1": 0.6709677419354838,
"eval_Qnli-dev_euclidean_f1_threshold": 16.59159278869629,
"eval_Qnli-dev_euclidean_precision": 0.5416666666666666,
"eval_Qnli-dev_euclidean_recall": 0.8813559322033898,
"eval_Qnli-dev_manhattan_accuracy": 0.6640625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 225.02207946777344,
"eval_Qnli-dev_manhattan_ap": 0.6878513586791358,
"eval_Qnli-dev_manhattan_f1": 0.672811059907834,
"eval_Qnli-dev_manhattan_f1_threshold": 314.00433349609375,
"eval_Qnli-dev_manhattan_precision": 0.5277108433734939,
"eval_Qnli-dev_manhattan_recall": 0.9279661016949152,
"eval_Qnli-dev_max_accuracy": 0.673828125,
"eval_Qnli-dev_max_accuracy_threshold": 412.3604736328125,
"eval_Qnli-dev_max_ap": 0.6953468164893489,
"eval_Qnli-dev_max_f1": 0.6762360446570973,
"eval_Qnli-dev_max_f1_threshold": 378.31402587890625,
"eval_Qnli-dev_max_precision": 0.5421994884910486,
"eval_Qnli-dev_max_recall": 0.9279661016949152,
"eval_allNLI-dev_cosine_accuracy": 0.7109375,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.8910847902297974,
"eval_allNLI-dev_cosine_ap": 0.5707600055515883,
"eval_allNLI-dev_cosine_f1": 0.5931372549019609,
"eval_allNLI-dev_cosine_f1_threshold": 0.8503602743148804,
"eval_allNLI-dev_cosine_precision": 0.5148936170212766,
"eval_allNLI-dev_cosine_recall": 0.6994219653179191,
"eval_allNLI-dev_dot_accuracy": 0.673828125,
"eval_allNLI-dev_dot_accuracy_threshold": 505.83184814453125,
"eval_allNLI-dev_dot_ap": 0.46124922397408263,
"eval_allNLI-dev_dot_f1": 0.535645472061657,
"eval_allNLI-dev_dot_f1_threshold": 381.40283203125,
"eval_allNLI-dev_dot_precision": 0.40173410404624277,
"eval_allNLI-dev_dot_recall": 0.8034682080924855,
"eval_allNLI-dev_euclidean_accuracy": 0.7109375,
"eval_allNLI-dev_euclidean_accuracy_threshold": 9.794914245605469,
"eval_allNLI-dev_euclidean_ap": 0.5708890610588562,
"eval_allNLI-dev_euclidean_f1": 0.5940594059405941,
"eval_allNLI-dev_euclidean_f1_threshold": 12.236215591430664,
"eval_allNLI-dev_euclidean_precision": 0.5194805194805194,
"eval_allNLI-dev_euclidean_recall": 0.6936416184971098,
"eval_allNLI-dev_manhattan_accuracy": 0.705078125,
"eval_allNLI-dev_manhattan_accuracy_threshold": 182.04345703125,
"eval_allNLI-dev_manhattan_ap": 0.5681140609576328,
"eval_allNLI-dev_manhattan_f1": 0.5981735159817351,
"eval_allNLI-dev_manhattan_f1_threshold": 231.1646728515625,
"eval_allNLI-dev_manhattan_precision": 0.49433962264150944,
"eval_allNLI-dev_manhattan_recall": 0.7572254335260116,
"eval_allNLI-dev_max_accuracy": 0.7109375,
"eval_allNLI-dev_max_accuracy_threshold": 505.83184814453125,
"eval_allNLI-dev_max_ap": 0.5708890610588562,
"eval_allNLI-dev_max_f1": 0.5981735159817351,
"eval_allNLI-dev_max_f1_threshold": 381.40283203125,
"eval_allNLI-dev_max_precision": 0.5194805194805194,
"eval_allNLI-dev_max_recall": 0.8034682080924855,
"eval_sequential_score": 0.6953468164893489,
"eval_sts-test_pearson_cosine": 0.74918429599219,
"eval_sts-test_pearson_dot": 0.6827959529792219,
"eval_sts-test_pearson_euclidean": 0.7729030843418438,
"eval_sts-test_pearson_manhattan": 0.7725078896091997,
"eval_sts-test_pearson_max": 0.7729030843418438,
"eval_sts-test_spearman_cosine": 0.7867855309056578,
"eval_sts-test_spearman_dot": 0.6693821181882085,
"eval_sts-test_spearman_euclidean": 0.7744769649675218,
"eval_sts-test_spearman_manhattan": 0.7742014762023963,
"eval_sts-test_spearman_max": 0.7867855309056578,
"eval_vitaminc-pairs_loss": 3.861807346343994,
"eval_vitaminc-pairs_runtime": 5.4626,
"eval_vitaminc-pairs_samples_per_second": 23.432,
"eval_vitaminc-pairs_steps_per_second": 0.366,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_negation-triplets_loss": 2.006932020187378,
"eval_negation-triplets_runtime": 1.105,
"eval_negation-triplets_samples_per_second": 115.836,
"eval_negation-triplets_steps_per_second": 1.81,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_scitail-pairs-pos_loss": 0.1834138035774231,
"eval_scitail-pairs-pos_runtime": 1.2306,
"eval_scitail-pairs-pos_samples_per_second": 104.015,
"eval_scitail-pairs-pos_steps_per_second": 1.625,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_scitail-pairs-qa_loss": 0.044225938618183136,
"eval_scitail-pairs-qa_runtime": 0.9088,
"eval_scitail-pairs-qa_samples_per_second": 140.849,
"eval_scitail-pairs-qa_steps_per_second": 2.201,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_xsum-pairs_loss": 0.5437339544296265,
"eval_xsum-pairs_runtime": 4.3111,
"eval_xsum-pairs_samples_per_second": 29.691,
"eval_xsum-pairs_steps_per_second": 0.464,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_sciq_pairs_loss": 0.14562037587165833,
"eval_sciq_pairs_runtime": 5.5577,
"eval_sciq_pairs_samples_per_second": 23.031,
"eval_sciq_pairs_steps_per_second": 0.36,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_qasc_pairs_loss": 0.8399978876113892,
"eval_qasc_pairs_runtime": 1.0153,
"eval_qasc_pairs_samples_per_second": 126.07,
"eval_qasc_pairs_steps_per_second": 1.97,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_openbookqa_pairs_loss": 2.159867763519287,
"eval_openbookqa_pairs_runtime": 0.8651,
"eval_openbookqa_pairs_samples_per_second": 147.961,
"eval_openbookqa_pairs_steps_per_second": 2.312,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_msmarco_pairs_loss": 1.5386474132537842,
"eval_msmarco_pairs_runtime": 1.9546,
"eval_msmarco_pairs_samples_per_second": 65.488,
"eval_msmarco_pairs_steps_per_second": 1.023,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_nq_pairs_loss": 1.7472549676895142,
"eval_nq_pairs_runtime": 4.4021,
"eval_nq_pairs_samples_per_second": 29.077,
"eval_nq_pairs_steps_per_second": 0.454,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_trivia_pairs_loss": 1.2336030006408691,
"eval_trivia_pairs_runtime": 4.525,
"eval_trivia_pairs_samples_per_second": 28.287,
"eval_trivia_pairs_steps_per_second": 0.442,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_gooaq_pairs_loss": 1.1999468803405762,
"eval_gooaq_pairs_runtime": 1.2616,
"eval_gooaq_pairs_samples_per_second": 101.458,
"eval_gooaq_pairs_steps_per_second": 1.585,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_paws-pos_loss": 0.058183394372463226,
"eval_paws-pos_runtime": 1.0254,
"eval_paws-pos_samples_per_second": 124.829,
"eval_paws-pos_steps_per_second": 1.95,
"step": 480
},
{
"epoch": 0.37238169123351433,
"eval_global_dataset_loss": 0.8533011078834534,
"eval_global_dataset_runtime": 21.5193,
"eval_global_dataset_samples_per_second": 19.332,
"eval_global_dataset_steps_per_second": 0.325,
"step": 480
},
{
"epoch": 0.37315748642358415,
"grad_norm": 14.54818344116211,
"learning_rate": 1.9659224441833136e-05,
"loss": 0.9542,
"step": 481
},
{
"epoch": 0.373933281613654,
"grad_norm": 12.85341739654541,
"learning_rate": 1.970035252643948e-05,
"loss": 1.8103,
"step": 482
},
{
"epoch": 0.37470907680372384,
"grad_norm": 13.623619079589844,
"learning_rate": 1.9741480611045827e-05,
"loss": 0.7318,
"step": 483
},
{
"epoch": 0.37548487199379366,
"grad_norm": 18.0240535736084,
"learning_rate": 1.9782608695652172e-05,
"loss": 1.8031,
"step": 484
},
{
"epoch": 0.3762606671838635,
"grad_norm": 10.82210922241211,
"learning_rate": 1.9823736780258517e-05,
"loss": 0.8064,
"step": 485
},
{
"epoch": 0.3770364623739333,
"grad_norm": 11.726639747619629,
"learning_rate": 1.9864864864864863e-05,
"loss": 0.9347,
"step": 486
},
{
"epoch": 0.3778122575640031,
"grad_norm": 14.470053672790527,
"learning_rate": 1.990599294947121e-05,
"loss": 1.6457,
"step": 487
},
{
"epoch": 0.3785880527540729,
"grad_norm": 11.309890747070312,
"learning_rate": 1.9947121034077553e-05,
"loss": 0.6571,
"step": 488
},
{
"epoch": 0.37936384794414274,
"grad_norm": 10.566116333007812,
"learning_rate": 1.99882491186839e-05,
"loss": 0.6678,
"step": 489
},
{
"epoch": 0.38013964313421256,
"grad_norm": 15.370992660522461,
"learning_rate": 2.0029377203290244e-05,
"loss": 1.2484,
"step": 490
},
{
"epoch": 0.3809154383242824,
"grad_norm": 5.891637325286865,
"learning_rate": 2.007050528789659e-05,
"loss": 0.2608,
"step": 491
},
{
"epoch": 0.3816912335143522,
"grad_norm": 16.717676162719727,
"learning_rate": 2.0111633372502938e-05,
"loss": 1.5938,
"step": 492
},
{
"epoch": 0.382467028704422,
"grad_norm": 20.03619384765625,
"learning_rate": 2.015276145710928e-05,
"loss": 1.9322,
"step": 493
},
{
"epoch": 0.3832428238944919,
"grad_norm": 18.93113899230957,
"learning_rate": 2.019388954171563e-05,
"loss": 1.966,
"step": 494
},
{
"epoch": 0.3840186190845617,
"grad_norm": 18.57356834411621,
"learning_rate": 2.0235017626321974e-05,
"loss": 1.9759,
"step": 495
},
{
"epoch": 0.3847944142746315,
"grad_norm": 14.238194465637207,
"learning_rate": 2.0276145710928316e-05,
"loss": 1.7347,
"step": 496
},
{
"epoch": 0.38557020946470133,
"grad_norm": 14.526615142822266,
"learning_rate": 2.0317273795534664e-05,
"loss": 1.4667,
"step": 497
},
{
"epoch": 0.38634600465477115,
"grad_norm": 12.894027709960938,
"learning_rate": 2.035840188014101e-05,
"loss": 0.9997,
"step": 498
},
{
"epoch": 0.38712179984484096,
"grad_norm": 11.474167823791504,
"learning_rate": 2.0399529964747355e-05,
"loss": 0.9709,
"step": 499
},
{
"epoch": 0.3878975950349108,
"grad_norm": 12.648843765258789,
"learning_rate": 2.04406580493537e-05,
"loss": 1.2046,
"step": 500
},
{
"epoch": 0.3886733902249806,
"grad_norm": 11.636364936828613,
"learning_rate": 2.0481786133960042e-05,
"loss": 1.4984,
"step": 501
},
{
"epoch": 0.3894491854150504,
"grad_norm": 15.61589527130127,
"learning_rate": 2.052291421856639e-05,
"loss": 1.81,
"step": 502
},
{
"epoch": 0.39022498060512023,
"grad_norm": 14.492650032043457,
"learning_rate": 2.0564042303172736e-05,
"loss": 1.4561,
"step": 503
},
{
"epoch": 0.39100077579519005,
"grad_norm": 27.832653045654297,
"learning_rate": 2.060517038777908e-05,
"loss": 0.6121,
"step": 504
},
{
"epoch": 0.39177657098525986,
"grad_norm": 12.697063446044922,
"learning_rate": 2.0646298472385427e-05,
"loss": 1.4503,
"step": 505
},
{
"epoch": 0.39255236617532974,
"grad_norm": 10.05654525756836,
"learning_rate": 2.0687426556991772e-05,
"loss": 0.7027,
"step": 506
},
{
"epoch": 0.39332816136539955,
"grad_norm": 10.353205680847168,
"learning_rate": 2.0728554641598117e-05,
"loss": 0.9195,
"step": 507
},
{
"epoch": 0.39410395655546937,
"grad_norm": 8.179510116577148,
"learning_rate": 2.0769682726204463e-05,
"loss": 0.3975,
"step": 508
},
{
"epoch": 0.3948797517455392,
"grad_norm": 9.739526748657227,
"learning_rate": 2.081081081081081e-05,
"loss": 0.6786,
"step": 509
},
{
"epoch": 0.395655546935609,
"grad_norm": 18.27353858947754,
"learning_rate": 2.0851938895417153e-05,
"loss": 1.8421,
"step": 510
},
{
"epoch": 0.3964313421256788,
"grad_norm": 9.571355819702148,
"learning_rate": 2.0893066980023502e-05,
"loss": 0.4891,
"step": 511
},
{
"epoch": 0.39720713731574864,
"grad_norm": 10.137935638427734,
"learning_rate": 2.0934195064629847e-05,
"loss": 0.5814,
"step": 512
},
{
"epoch": 0.39798293250581845,
"grad_norm": 13.001891136169434,
"learning_rate": 2.097532314923619e-05,
"loss": 0.9891,
"step": 513
},
{
"epoch": 0.39875872769588827,
"grad_norm": 15.258377075195312,
"learning_rate": 2.1016451233842538e-05,
"loss": 1.4632,
"step": 514
},
{
"epoch": 0.3995345228859581,
"grad_norm": 16.525514602661133,
"learning_rate": 2.105757931844888e-05,
"loss": 1.6116,
"step": 515
},
{
"epoch": 0.4003103180760279,
"grad_norm": 15.327943801879883,
"learning_rate": 2.1098707403055228e-05,
"loss": 1.1468,
"step": 516
}
],
"logging_steps": 1,
"max_steps": 2578,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 258,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 96,
"trial_name": null,
"trial_params": null
}