bobox's picture
Training in progress, step 156, checkpoint
5341f94 verified
raw
history blame
60.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.30077120822622105,
"eval_steps": 26,
"global_step": 156,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.005784061696658098,
"grad_norm": NaN,
"learning_rate": 0.0,
"loss": 7.8503,
"step": 3
},
{
"epoch": 0.011568123393316195,
"grad_norm": 127.71849060058594,
"learning_rate": 5.791505791505792e-08,
"loss": 8.4022,
"step": 6
},
{
"epoch": 0.017352185089974295,
"grad_norm": 244.984619140625,
"learning_rate": 1.7374517374517373e-07,
"loss": 11.1776,
"step": 9
},
{
"epoch": 0.02313624678663239,
"grad_norm": 425.6427917480469,
"learning_rate": 3.4749034749034746e-07,
"loss": 9.7845,
"step": 12
},
{
"epoch": 0.02892030848329049,
"grad_norm": 238.8634490966797,
"learning_rate": 5.212355212355212e-07,
"loss": 8.9224,
"step": 15
},
{
"epoch": 0.03470437017994859,
"grad_norm": 173.4210968017578,
"learning_rate": 6.949806949806949e-07,
"loss": 11.1202,
"step": 18
},
{
"epoch": 0.04048843187660668,
"grad_norm": 77.89308166503906,
"learning_rate": 8.687258687258688e-07,
"loss": 7.413,
"step": 21
},
{
"epoch": 0.04627249357326478,
"grad_norm": Infinity,
"learning_rate": 9.845559845559844e-07,
"loss": 7.7803,
"step": 24
},
{
"epoch": 0.05012853470437018,
"eval_Qnli-dev_cosine_accuracy": 0.609375,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.9602330923080444,
"eval_Qnli-dev_cosine_ap": 0.587737015984062,
"eval_Qnli-dev_cosine_f1": 0.6358695652173914,
"eval_Qnli-dev_cosine_f1_threshold": 0.7741116285324097,
"eval_Qnli-dev_cosine_precision": 0.468,
"eval_Qnli-dev_cosine_recall": 0.9915254237288136,
"eval_Qnli-dev_dot_accuracy": 0.56640625,
"eval_Qnli-dev_dot_accuracy_threshold": 750.123779296875,
"eval_Qnli-dev_dot_ap": 0.5198069471819926,
"eval_Qnli-dev_dot_f1": 0.6318607764390897,
"eval_Qnli-dev_dot_f1_threshold": 387.37371826171875,
"eval_Qnli-dev_dot_precision": 0.461839530332681,
"eval_Qnli-dev_dot_recall": 1.0,
"eval_Qnli-dev_euclidean_accuracy": 0.6171875,
"eval_Qnli-dev_euclidean_accuracy_threshold": 7.253280162811279,
"eval_Qnli-dev_euclidean_ap": 0.5993562103857255,
"eval_Qnli-dev_euclidean_f1": 0.6376021798365122,
"eval_Qnli-dev_euclidean_f1_threshold": 17.42431640625,
"eval_Qnli-dev_euclidean_precision": 0.46987951807228917,
"eval_Qnli-dev_euclidean_recall": 0.9915254237288136,
"eval_Qnli-dev_manhattan_accuracy": 0.625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 212.0604705810547,
"eval_Qnli-dev_manhattan_ap": 0.609409682371795,
"eval_Qnli-dev_manhattan_f1": 0.6358695652173914,
"eval_Qnli-dev_manhattan_f1_threshold": 461.66192626953125,
"eval_Qnli-dev_manhattan_precision": 0.468,
"eval_Qnli-dev_manhattan_recall": 0.9915254237288136,
"eval_Qnli-dev_max_accuracy": 0.625,
"eval_Qnli-dev_max_accuracy_threshold": 750.123779296875,
"eval_Qnli-dev_max_ap": 0.609409682371795,
"eval_Qnli-dev_max_f1": 0.6376021798365122,
"eval_Qnli-dev_max_f1_threshold": 461.66192626953125,
"eval_Qnli-dev_max_precision": 0.46987951807228917,
"eval_Qnli-dev_max_recall": 1.0,
"eval_allNLI-dev_cosine_accuracy": 0.666015625,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9931652545928955,
"eval_allNLI-dev_cosine_ap": 0.3330277035108763,
"eval_allNLI-dev_cosine_f1": 0.5088235294117648,
"eval_allNLI-dev_cosine_f1_threshold": 0.40660202503204346,
"eval_allNLI-dev_cosine_precision": 0.34122287968441817,
"eval_allNLI-dev_cosine_recall": 1.0,
"eval_allNLI-dev_dot_accuracy": 0.662109375,
"eval_allNLI-dev_dot_accuracy_threshold": 810.7718505859375,
"eval_allNLI-dev_dot_ap": 0.2980492563498839,
"eval_allNLI-dev_dot_f1": 0.5088235294117648,
"eval_allNLI-dev_dot_f1_threshold": 294.67071533203125,
"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": 3.3851852416992188,
"eval_allNLI-dev_euclidean_ap": 0.33790858355605125,
"eval_allNLI-dev_euclidean_f1": 0.5095729013254787,
"eval_allNLI-dev_euclidean_f1_threshold": 28.78042984008789,
"eval_allNLI-dev_euclidean_precision": 0.34189723320158105,
"eval_allNLI-dev_euclidean_recall": 1.0,
"eval_allNLI-dev_manhattan_accuracy": 0.666015625,
"eval_allNLI-dev_manhattan_accuracy_threshold": 98.2369613647461,
"eval_allNLI-dev_manhattan_ap": 0.3452833632811151,
"eval_allNLI-dev_manhattan_f1": 0.5091463414634146,
"eval_allNLI-dev_manhattan_f1_threshold": 626.5145874023438,
"eval_allNLI-dev_manhattan_precision": 0.34575569358178054,
"eval_allNLI-dev_manhattan_recall": 0.9653179190751445,
"eval_allNLI-dev_max_accuracy": 0.666015625,
"eval_allNLI-dev_max_accuracy_threshold": 810.7718505859375,
"eval_allNLI-dev_max_ap": 0.3452833632811151,
"eval_allNLI-dev_max_f1": 0.5095729013254787,
"eval_allNLI-dev_max_f1_threshold": 626.5145874023438,
"eval_allNLI-dev_max_precision": 0.34575569358178054,
"eval_allNLI-dev_max_recall": 1.0,
"eval_sequential_score": 0.609409682371795,
"eval_sts-test_pearson_cosine": 0.24255956652335486,
"eval_sts-test_pearson_dot": 0.18022025813169615,
"eval_sts-test_pearson_euclidean": 0.28657386934462287,
"eval_sts-test_pearson_manhattan": 0.32587411772454034,
"eval_sts-test_pearson_max": 0.32587411772454034,
"eval_sts-test_spearman_cosine": 0.32225123770630715,
"eval_sts-test_spearman_dot": 0.17184726031108927,
"eval_sts-test_spearman_euclidean": 0.3279675400801376,
"eval_sts-test_spearman_manhattan": 0.3635547276663291,
"eval_sts-test_spearman_max": 0.3635547276663291,
"eval_vitaminc-pairs_loss": 4.122440338134766,
"eval_vitaminc-pairs_runtime": 4.7337,
"eval_vitaminc-pairs_samples_per_second": 27.04,
"eval_vitaminc-pairs_steps_per_second": 0.211,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_negation-triplets_loss": 3.917590379714966,
"eval_negation-triplets_runtime": 3.3679,
"eval_negation-triplets_samples_per_second": 38.006,
"eval_negation-triplets_steps_per_second": 0.297,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_scitail-pairs-pos_loss": 2.5062460899353027,
"eval_scitail-pairs-pos_runtime": 2.7274,
"eval_scitail-pairs-pos_samples_per_second": 46.931,
"eval_scitail-pairs-pos_steps_per_second": 0.367,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_scitail-pairs-qa_loss": 2.978612184524536,
"eval_scitail-pairs-qa_runtime": 2.2452,
"eval_scitail-pairs-qa_samples_per_second": 57.011,
"eval_scitail-pairs-qa_steps_per_second": 0.445,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_xsum-pairs_loss": 5.394700050354004,
"eval_xsum-pairs_runtime": 3.0886,
"eval_xsum-pairs_samples_per_second": 41.442,
"eval_xsum-pairs_steps_per_second": 0.324,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_sciq_pairs_loss": 0.8977569937705994,
"eval_sciq_pairs_runtime": 4.7516,
"eval_sciq_pairs_samples_per_second": 26.938,
"eval_sciq_pairs_steps_per_second": 0.21,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_qasc_pairs_loss": 6.6808977127075195,
"eval_qasc_pairs_runtime": 2.1087,
"eval_qasc_pairs_samples_per_second": 60.701,
"eval_qasc_pairs_steps_per_second": 0.474,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_openbookqa_pairs_loss": 6.402599334716797,
"eval_openbookqa_pairs_runtime": 2.2222,
"eval_openbookqa_pairs_samples_per_second": 57.601,
"eval_openbookqa_pairs_steps_per_second": 0.45,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_msmarco_pairs_loss": 15.782674789428711,
"eval_msmarco_pairs_runtime": 2.307,
"eval_msmarco_pairs_samples_per_second": 55.483,
"eval_msmarco_pairs_steps_per_second": 0.433,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_nq_pairs_loss": 10.447425842285156,
"eval_nq_pairs_runtime": 3.6239,
"eval_nq_pairs_samples_per_second": 35.321,
"eval_nq_pairs_steps_per_second": 0.276,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_trivia_pairs_loss": 6.107333183288574,
"eval_trivia_pairs_runtime": 3.1299,
"eval_trivia_pairs_samples_per_second": 40.895,
"eval_trivia_pairs_steps_per_second": 0.319,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_gooaq_pairs_loss": 8.095273971557617,
"eval_gooaq_pairs_runtime": 2.1098,
"eval_gooaq_pairs_samples_per_second": 60.669,
"eval_gooaq_pairs_steps_per_second": 0.474,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_paws-pos_loss": 1.6077361106872559,
"eval_paws-pos_runtime": 2.2412,
"eval_paws-pos_samples_per_second": 57.112,
"eval_paws-pos_steps_per_second": 0.446,
"step": 26
},
{
"epoch": 0.05012853470437018,
"eval_global_dataset_loss": 6.348417282104492,
"eval_global_dataset_runtime": 8.3683,
"eval_global_dataset_samples_per_second": 38.837,
"eval_global_dataset_steps_per_second": 0.358,
"step": 26
},
{
"epoch": 0.05205655526992288,
"grad_norm": 172.1571807861328,
"learning_rate": 1.1583011583011583e-06,
"loss": 7.9729,
"step": 27
},
{
"epoch": 0.05784061696658098,
"grad_norm": 106.302001953125,
"learning_rate": 1.3320463320463321e-06,
"loss": 6.0587,
"step": 30
},
{
"epoch": 0.06362467866323908,
"grad_norm": 72.31057739257812,
"learning_rate": 1.5057915057915057e-06,
"loss": 5.6742,
"step": 33
},
{
"epoch": 0.06940874035989718,
"grad_norm": 258.2577209472656,
"learning_rate": 1.6795366795366796e-06,
"loss": 6.5406,
"step": 36
},
{
"epoch": 0.07519280205655526,
"grad_norm": 156.0019073486328,
"learning_rate": 1.7953667953667953e-06,
"loss": 5.4429,
"step": 39
},
{
"epoch": 0.08097686375321336,
"grad_norm": 227.6062469482422,
"learning_rate": 1.969111969111969e-06,
"loss": 6.7855,
"step": 42
},
{
"epoch": 0.08676092544987146,
"grad_norm": 221.12347412109375,
"learning_rate": 2.1428571428571427e-06,
"loss": 5.3403,
"step": 45
},
{
"epoch": 0.09254498714652956,
"grad_norm": 363.6319274902344,
"learning_rate": 2.3166023166023166e-06,
"loss": 4.2282,
"step": 48
},
{
"epoch": 0.09832904884318766,
"grad_norm": 119.22310638427734,
"learning_rate": 2.4903474903474904e-06,
"loss": 4.7411,
"step": 51
},
{
"epoch": 0.10025706940874037,
"eval_Qnli-dev_cosine_accuracy": 0.58984375,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.9407284259796143,
"eval_Qnli-dev_cosine_ap": 0.5957496162735323,
"eval_Qnli-dev_cosine_f1": 0.6314363143631436,
"eval_Qnli-dev_cosine_f1_threshold": 0.7475543022155762,
"eval_Qnli-dev_cosine_precision": 0.4641434262948207,
"eval_Qnli-dev_cosine_recall": 0.9872881355932204,
"eval_Qnli-dev_dot_accuracy": 0.591796875,
"eval_Qnli-dev_dot_accuracy_threshold": 787.171630859375,
"eval_Qnli-dev_dot_ap": 0.556540262374452,
"eval_Qnli-dev_dot_f1": 0.6328767123287672,
"eval_Qnli-dev_dot_f1_threshold": 576.0565795898438,
"eval_Qnli-dev_dot_precision": 0.4676113360323887,
"eval_Qnli-dev_dot_recall": 0.9788135593220338,
"eval_Qnli-dev_euclidean_accuracy": 0.587890625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 9.92269515991211,
"eval_Qnli-dev_euclidean_ap": 0.5913529071853763,
"eval_Qnli-dev_euclidean_f1": 0.6322930800542741,
"eval_Qnli-dev_euclidean_f1_threshold": 19.546676635742188,
"eval_Qnli-dev_euclidean_precision": 0.46506986027944114,
"eval_Qnli-dev_euclidean_recall": 0.9872881355932204,
"eval_Qnli-dev_manhattan_accuracy": 0.591796875,
"eval_Qnli-dev_manhattan_accuracy_threshold": 314.9248352050781,
"eval_Qnli-dev_manhattan_ap": 0.5944730102616272,
"eval_Qnli-dev_manhattan_f1": 0.632952691680261,
"eval_Qnli-dev_manhattan_f1_threshold": 424.9676818847656,
"eval_Qnli-dev_manhattan_precision": 0.5145888594164456,
"eval_Qnli-dev_manhattan_recall": 0.8220338983050848,
"eval_Qnli-dev_max_accuracy": 0.591796875,
"eval_Qnli-dev_max_accuracy_threshold": 787.171630859375,
"eval_Qnli-dev_max_ap": 0.5957496162735323,
"eval_Qnli-dev_max_f1": 0.632952691680261,
"eval_Qnli-dev_max_f1_threshold": 576.0565795898438,
"eval_Qnli-dev_max_precision": 0.5145888594164456,
"eval_Qnli-dev_max_recall": 0.9872881355932204,
"eval_allNLI-dev_cosine_accuracy": 0.666015625,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9878466129302979,
"eval_allNLI-dev_cosine_ap": 0.3898337405414008,
"eval_allNLI-dev_cosine_f1": 0.5065885797950219,
"eval_allNLI-dev_cosine_f1_threshold": 0.6534674167633057,
"eval_allNLI-dev_cosine_precision": 0.3392156862745098,
"eval_allNLI-dev_cosine_recall": 1.0,
"eval_allNLI-dev_dot_accuracy": 0.666015625,
"eval_allNLI-dev_dot_accuracy_threshold": 925.5989990234375,
"eval_allNLI-dev_dot_ap": 0.3391870470132937,
"eval_allNLI-dev_dot_f1": 0.5046153846153847,
"eval_allNLI-dev_dot_f1_threshold": 608.7012939453125,
"eval_allNLI-dev_dot_precision": 0.3438155136268344,
"eval_allNLI-dev_dot_recall": 0.9479768786127167,
"eval_allNLI-dev_euclidean_accuracy": 0.666015625,
"eval_allNLI-dev_euclidean_accuracy_threshold": 4.708977699279785,
"eval_allNLI-dev_euclidean_ap": 0.39556533875401867,
"eval_allNLI-dev_euclidean_f1": 0.5080763582966226,
"eval_allNLI-dev_euclidean_f1_threshold": 23.160057067871094,
"eval_allNLI-dev_euclidean_precision": 0.3405511811023622,
"eval_allNLI-dev_euclidean_recall": 1.0,
"eval_allNLI-dev_manhattan_accuracy": 0.666015625,
"eval_allNLI-dev_manhattan_accuracy_threshold": 142.7260284423828,
"eval_allNLI-dev_manhattan_ap": 0.4050661514301679,
"eval_allNLI-dev_manhattan_f1": 0.5118483412322274,
"eval_allNLI-dev_manhattan_f1_threshold": 504.7154846191406,
"eval_allNLI-dev_manhattan_precision": 0.3521739130434783,
"eval_allNLI-dev_manhattan_recall": 0.9364161849710982,
"eval_allNLI-dev_max_accuracy": 0.666015625,
"eval_allNLI-dev_max_accuracy_threshold": 925.5989990234375,
"eval_allNLI-dev_max_ap": 0.4050661514301679,
"eval_allNLI-dev_max_f1": 0.5118483412322274,
"eval_allNLI-dev_max_f1_threshold": 608.7012939453125,
"eval_allNLI-dev_max_precision": 0.3521739130434783,
"eval_allNLI-dev_max_recall": 1.0,
"eval_sequential_score": 0.5957496162735323,
"eval_sts-test_pearson_cosine": 0.5067228548513025,
"eval_sts-test_pearson_dot": 0.28867418819353924,
"eval_sts-test_pearson_euclidean": 0.5315956249457565,
"eval_sts-test_pearson_manhattan": 0.5620907203006935,
"eval_sts-test_pearson_max": 0.5620907203006935,
"eval_sts-test_spearman_cosine": 0.5257409961657202,
"eval_sts-test_spearman_dot": 0.280153994622986,
"eval_sts-test_spearman_euclidean": 0.5306475244646732,
"eval_sts-test_spearman_manhattan": 0.5605804796765843,
"eval_sts-test_spearman_max": 0.5605804796765843,
"eval_vitaminc-pairs_loss": 3.929797887802124,
"eval_vitaminc-pairs_runtime": 4.6018,
"eval_vitaminc-pairs_samples_per_second": 27.815,
"eval_vitaminc-pairs_steps_per_second": 0.217,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_negation-triplets_loss": 3.267047166824341,
"eval_negation-triplets_runtime": 3.2813,
"eval_negation-triplets_samples_per_second": 39.009,
"eval_negation-triplets_steps_per_second": 0.305,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_scitail-pairs-pos_loss": 1.134178876876831,
"eval_scitail-pairs-pos_runtime": 2.6261,
"eval_scitail-pairs-pos_samples_per_second": 48.742,
"eval_scitail-pairs-pos_steps_per_second": 0.381,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_scitail-pairs-qa_loss": 2.0085601806640625,
"eval_scitail-pairs-qa_runtime": 2.2161,
"eval_scitail-pairs-qa_samples_per_second": 57.759,
"eval_scitail-pairs-qa_steps_per_second": 0.451,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_xsum-pairs_loss": 4.462350845336914,
"eval_xsum-pairs_runtime": 3.1126,
"eval_xsum-pairs_samples_per_second": 41.124,
"eval_xsum-pairs_steps_per_second": 0.321,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_sciq_pairs_loss": 0.71834796667099,
"eval_sciq_pairs_runtime": 4.7505,
"eval_sciq_pairs_samples_per_second": 26.944,
"eval_sciq_pairs_steps_per_second": 0.211,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_qasc_pairs_loss": 4.889453887939453,
"eval_qasc_pairs_runtime": 2.1101,
"eval_qasc_pairs_samples_per_second": 60.662,
"eval_qasc_pairs_steps_per_second": 0.474,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_openbookqa_pairs_loss": 3.4273369312286377,
"eval_openbookqa_pairs_runtime": 2.2311,
"eval_openbookqa_pairs_samples_per_second": 57.371,
"eval_openbookqa_pairs_steps_per_second": 0.448,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_msmarco_pairs_loss": 7.532540321350098,
"eval_msmarco_pairs_runtime": 2.2959,
"eval_msmarco_pairs_samples_per_second": 55.751,
"eval_msmarco_pairs_steps_per_second": 0.436,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_nq_pairs_loss": 6.29541015625,
"eval_nq_pairs_runtime": 3.661,
"eval_nq_pairs_samples_per_second": 34.963,
"eval_nq_pairs_steps_per_second": 0.273,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_trivia_pairs_loss": 5.789977073669434,
"eval_trivia_pairs_runtime": 3.0826,
"eval_trivia_pairs_samples_per_second": 41.523,
"eval_trivia_pairs_steps_per_second": 0.324,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_gooaq_pairs_loss": 5.785163879394531,
"eval_gooaq_pairs_runtime": 2.1382,
"eval_gooaq_pairs_samples_per_second": 59.863,
"eval_gooaq_pairs_steps_per_second": 0.468,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_paws-pos_loss": 0.47830095887184143,
"eval_paws-pos_runtime": 2.3113,
"eval_paws-pos_samples_per_second": 55.379,
"eval_paws-pos_steps_per_second": 0.433,
"step": 52
},
{
"epoch": 0.10025706940874037,
"eval_global_dataset_loss": 3.8913991451263428,
"eval_global_dataset_runtime": 8.3623,
"eval_global_dataset_samples_per_second": 38.865,
"eval_global_dataset_steps_per_second": 0.359,
"step": 52
},
{
"epoch": 0.10411311053984576,
"grad_norm": 55.83478546142578,
"learning_rate": 2.6640926640926642e-06,
"loss": 3.9082,
"step": 54
},
{
"epoch": 0.10989717223650386,
"grad_norm": 57.4188117980957,
"learning_rate": 2.7799227799227797e-06,
"loss": 4.3922,
"step": 57
},
{
"epoch": 0.11568123393316196,
"grad_norm": 116.89701843261719,
"learning_rate": 2.9536679536679535e-06,
"loss": 3.2655,
"step": 60
},
{
"epoch": 0.12146529562982006,
"grad_norm": 53.49580001831055,
"learning_rate": 3.1274131274131274e-06,
"loss": 3.1043,
"step": 63
},
{
"epoch": 0.12724935732647816,
"grad_norm": 51.044410705566406,
"learning_rate": 3.3011583011583012e-06,
"loss": 2.2074,
"step": 66
},
{
"epoch": 0.13303341902313626,
"grad_norm": 139.9288787841797,
"learning_rate": 3.474903474903475e-06,
"loss": 1.4414,
"step": 69
},
{
"epoch": 0.13881748071979436,
"grad_norm": 37.221168518066406,
"learning_rate": 3.5907335907335905e-06,
"loss": 1.5937,
"step": 72
},
{
"epoch": 0.14460154241645246,
"grad_norm": 25.855661392211914,
"learning_rate": 3.7644787644787644e-06,
"loss": 1.0306,
"step": 75
},
{
"epoch": 0.15038560411311053,
"grad_norm": 29.79730796813965,
"learning_rate": 3.938223938223938e-06,
"loss": 1.0784,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_Qnli-dev_cosine_accuracy": 0.638671875,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.856202244758606,
"eval_Qnli-dev_cosine_ap": 0.6292803059732273,
"eval_Qnli-dev_cosine_f1": 0.6408839779005525,
"eval_Qnli-dev_cosine_f1_threshold": 0.6206527352333069,
"eval_Qnli-dev_cosine_precision": 0.47540983606557374,
"eval_Qnli-dev_cosine_recall": 0.9830508474576272,
"eval_Qnli-dev_dot_accuracy": 0.626953125,
"eval_Qnli-dev_dot_accuracy_threshold": 887.830810546875,
"eval_Qnli-dev_dot_ap": 0.592075047542057,
"eval_Qnli-dev_dot_f1": 0.640990371389271,
"eval_Qnli-dev_dot_f1_threshold": 601.355224609375,
"eval_Qnli-dev_dot_precision": 0.4745417515274949,
"eval_Qnli-dev_dot_recall": 0.9872881355932204,
"eval_Qnli-dev_euclidean_accuracy": 0.638671875,
"eval_Qnli-dev_euclidean_accuracy_threshold": 17.094371795654297,
"eval_Qnli-dev_euclidean_ap": 0.6289192660680781,
"eval_Qnli-dev_euclidean_f1": 0.6423357664233577,
"eval_Qnli-dev_euclidean_f1_threshold": 24.894683837890625,
"eval_Qnli-dev_euclidean_precision": 0.48997772828507796,
"eval_Qnli-dev_euclidean_recall": 0.9322033898305084,
"eval_Qnli-dev_manhattan_accuracy": 0.640625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 526.0111083984375,
"eval_Qnli-dev_manhattan_ap": 0.6256143574081243,
"eval_Qnli-dev_manhattan_f1": 0.6417704011065007,
"eval_Qnli-dev_manhattan_f1_threshold": 853.242431640625,
"eval_Qnli-dev_manhattan_precision": 0.47638603696098564,
"eval_Qnli-dev_manhattan_recall": 0.9830508474576272,
"eval_Qnli-dev_max_accuracy": 0.640625,
"eval_Qnli-dev_max_accuracy_threshold": 887.830810546875,
"eval_Qnli-dev_max_ap": 0.6292803059732273,
"eval_Qnli-dev_max_f1": 0.6423357664233577,
"eval_Qnli-dev_max_f1_threshold": 853.242431640625,
"eval_Qnli-dev_max_precision": 0.48997772828507796,
"eval_Qnli-dev_max_recall": 0.9872881355932204,
"eval_allNLI-dev_cosine_accuracy": 0.6796875,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.9426460862159729,
"eval_allNLI-dev_cosine_ap": 0.473508692504868,
"eval_allNLI-dev_cosine_f1": 0.5328947368421053,
"eval_allNLI-dev_cosine_f1_threshold": 0.6884603500366211,
"eval_allNLI-dev_cosine_precision": 0.3724137931034483,
"eval_allNLI-dev_cosine_recall": 0.9364161849710982,
"eval_allNLI-dev_dot_accuracy": 0.673828125,
"eval_allNLI-dev_dot_accuracy_threshold": 980.9593505859375,
"eval_allNLI-dev_dot_ap": 0.44188020452374555,
"eval_allNLI-dev_dot_f1": 0.53156146179402,
"eval_allNLI-dev_dot_f1_threshold": 683.7774658203125,
"eval_allNLI-dev_dot_precision": 0.372960372960373,
"eval_allNLI-dev_dot_recall": 0.9248554913294798,
"eval_allNLI-dev_euclidean_accuracy": 0.6796875,
"eval_allNLI-dev_euclidean_accuracy_threshold": 10.647405624389648,
"eval_allNLI-dev_euclidean_ap": 0.47440611686548606,
"eval_allNLI-dev_euclidean_f1": 0.5292207792207793,
"eval_allNLI-dev_euclidean_f1_threshold": 25.08370590209961,
"eval_allNLI-dev_euclidean_precision": 0.36794582392776526,
"eval_allNLI-dev_euclidean_recall": 0.9421965317919075,
"eval_allNLI-dev_manhattan_accuracy": 0.6796875,
"eval_allNLI-dev_manhattan_accuracy_threshold": 318.408203125,
"eval_allNLI-dev_manhattan_ap": 0.4747137405292771,
"eval_allNLI-dev_manhattan_f1": 0.5305343511450381,
"eval_allNLI-dev_manhattan_f1_threshold": 697.8466796875,
"eval_allNLI-dev_manhattan_precision": 0.396011396011396,
"eval_allNLI-dev_manhattan_recall": 0.8034682080924855,
"eval_allNLI-dev_max_accuracy": 0.6796875,
"eval_allNLI-dev_max_accuracy_threshold": 980.9593505859375,
"eval_allNLI-dev_max_ap": 0.4747137405292771,
"eval_allNLI-dev_max_f1": 0.5328947368421053,
"eval_allNLI-dev_max_f1_threshold": 697.8466796875,
"eval_allNLI-dev_max_precision": 0.396011396011396,
"eval_allNLI-dev_max_recall": 0.9421965317919075,
"eval_sequential_score": 0.6292803059732273,
"eval_sts-test_pearson_cosine": 0.8216305666941104,
"eval_sts-test_pearson_dot": 0.7893058557928705,
"eval_sts-test_pearson_euclidean": 0.841701309677291,
"eval_sts-test_pearson_manhattan": 0.8438559225680149,
"eval_sts-test_pearson_max": 0.8438559225680149,
"eval_sts-test_spearman_cosine": 0.8291168678373173,
"eval_sts-test_spearman_dot": 0.7782024179758329,
"eval_sts-test_spearman_euclidean": 0.829029110613729,
"eval_sts-test_spearman_manhattan": 0.8308224279114665,
"eval_sts-test_spearman_max": 0.8308224279114665,
"eval_vitaminc-pairs_loss": 3.763850212097168,
"eval_vitaminc-pairs_runtime": 4.6142,
"eval_vitaminc-pairs_samples_per_second": 27.741,
"eval_vitaminc-pairs_steps_per_second": 0.217,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_negation-triplets_loss": 1.4772971868515015,
"eval_negation-triplets_runtime": 3.4145,
"eval_negation-triplets_samples_per_second": 37.488,
"eval_negation-triplets_steps_per_second": 0.293,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_scitail-pairs-pos_loss": 0.11086193472146988,
"eval_scitail-pairs-pos_runtime": 2.8091,
"eval_scitail-pairs-pos_samples_per_second": 45.565,
"eval_scitail-pairs-pos_steps_per_second": 0.356,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_scitail-pairs-qa_loss": 0.12822097539901733,
"eval_scitail-pairs-qa_runtime": 2.312,
"eval_scitail-pairs-qa_samples_per_second": 55.364,
"eval_scitail-pairs-qa_steps_per_second": 0.433,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_xsum-pairs_loss": 0.43598121404647827,
"eval_xsum-pairs_runtime": 3.1471,
"eval_xsum-pairs_samples_per_second": 40.673,
"eval_xsum-pairs_steps_per_second": 0.318,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_sciq_pairs_loss": 0.20338551700115204,
"eval_sciq_pairs_runtime": 4.8592,
"eval_sciq_pairs_samples_per_second": 26.342,
"eval_sciq_pairs_steps_per_second": 0.206,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_qasc_pairs_loss": 1.3059492111206055,
"eval_qasc_pairs_runtime": 2.1191,
"eval_qasc_pairs_samples_per_second": 60.403,
"eval_qasc_pairs_steps_per_second": 0.472,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_openbookqa_pairs_loss": 1.1711227893829346,
"eval_openbookqa_pairs_runtime": 2.2105,
"eval_openbookqa_pairs_samples_per_second": 57.907,
"eval_openbookqa_pairs_steps_per_second": 0.452,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_msmarco_pairs_loss": 1.3856205940246582,
"eval_msmarco_pairs_runtime": 2.3065,
"eval_msmarco_pairs_samples_per_second": 55.494,
"eval_msmarco_pairs_steps_per_second": 0.434,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_nq_pairs_loss": 1.2713654041290283,
"eval_nq_pairs_runtime": 3.6729,
"eval_nq_pairs_samples_per_second": 34.85,
"eval_nq_pairs_steps_per_second": 0.272,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_trivia_pairs_loss": 1.082784652709961,
"eval_trivia_pairs_runtime": 3.145,
"eval_trivia_pairs_samples_per_second": 40.7,
"eval_trivia_pairs_steps_per_second": 0.318,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_gooaq_pairs_loss": 0.703183650970459,
"eval_gooaq_pairs_runtime": 2.1975,
"eval_gooaq_pairs_samples_per_second": 58.248,
"eval_gooaq_pairs_steps_per_second": 0.455,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_paws-pos_loss": 0.04489962384104729,
"eval_paws-pos_runtime": 2.3636,
"eval_paws-pos_samples_per_second": 54.155,
"eval_paws-pos_steps_per_second": 0.423,
"step": 78
},
{
"epoch": 0.15038560411311053,
"eval_global_dataset_loss": 0.6713590621948242,
"eval_global_dataset_runtime": 8.4648,
"eval_global_dataset_samples_per_second": 38.394,
"eval_global_dataset_steps_per_second": 0.354,
"step": 78
},
{
"epoch": 0.15616966580976863,
"grad_norm": 22.163389205932617,
"learning_rate": 4.1119691119691125e-06,
"loss": 0.9674,
"step": 81
},
{
"epoch": 0.16195372750642673,
"grad_norm": 25.121131896972656,
"learning_rate": 4.2857142857142855e-06,
"loss": 0.9335,
"step": 84
},
{
"epoch": 0.16773778920308482,
"grad_norm": 44.308528900146484,
"learning_rate": 4.45945945945946e-06,
"loss": 0.8806,
"step": 87
},
{
"epoch": 0.17352185089974292,
"grad_norm": 9.972362518310547,
"learning_rate": 4.633204633204633e-06,
"loss": 0.631,
"step": 90
},
{
"epoch": 0.17930591259640102,
"grad_norm": 13.609597206115723,
"learning_rate": 4.806949806949808e-06,
"loss": 0.3384,
"step": 93
},
{
"epoch": 0.18508997429305912,
"grad_norm": 6.892751693725586,
"learning_rate": 4.980694980694981e-06,
"loss": 0.404,
"step": 96
},
{
"epoch": 0.19087403598971722,
"grad_norm": 7.414526462554932,
"learning_rate": 5.154440154440155e-06,
"loss": 0.6488,
"step": 99
},
{
"epoch": 0.19665809768637532,
"grad_norm": 23.75099754333496,
"learning_rate": 5.3281853281853285e-06,
"loss": 0.4728,
"step": 102
},
{
"epoch": 0.20051413881748073,
"eval_Qnli-dev_cosine_accuracy": 0.693359375,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.8276629447937012,
"eval_Qnli-dev_cosine_ap": 0.7127503402574797,
"eval_Qnli-dev_cosine_f1": 0.6730038022813688,
"eval_Qnli-dev_cosine_f1_threshold": 0.7761298418045044,
"eval_Qnli-dev_cosine_precision": 0.6103448275862069,
"eval_Qnli-dev_cosine_recall": 0.75,
"eval_Qnli-dev_dot_accuracy": 0.681640625,
"eval_Qnli-dev_dot_accuracy_threshold": 857.5540771484375,
"eval_Qnli-dev_dot_ap": 0.6617256136301952,
"eval_Qnli-dev_dot_f1": 0.6678141135972461,
"eval_Qnli-dev_dot_f1_threshold": 756.1309204101562,
"eval_Qnli-dev_dot_precision": 0.5623188405797102,
"eval_Qnli-dev_dot_recall": 0.8220338983050848,
"eval_Qnli-dev_euclidean_accuracy": 0.69140625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 18.45541763305664,
"eval_Qnli-dev_euclidean_ap": 0.7154480594709788,
"eval_Qnli-dev_euclidean_f1": 0.6725043782837128,
"eval_Qnli-dev_euclidean_f1_threshold": 22.723068237304688,
"eval_Qnli-dev_euclidean_precision": 0.573134328358209,
"eval_Qnli-dev_euclidean_recall": 0.8135593220338984,
"eval_Qnli-dev_manhattan_accuracy": 0.69140625,
"eval_Qnli-dev_manhattan_accuracy_threshold": 585.3442993164062,
"eval_Qnli-dev_manhattan_ap": 0.713289230749026,
"eval_Qnli-dev_manhattan_f1": 0.6733333333333333,
"eval_Qnli-dev_manhattan_f1_threshold": 733.2077026367188,
"eval_Qnli-dev_manhattan_precision": 0.554945054945055,
"eval_Qnli-dev_manhattan_recall": 0.8559322033898306,
"eval_Qnli-dev_max_accuracy": 0.693359375,
"eval_Qnli-dev_max_accuracy_threshold": 857.5540771484375,
"eval_Qnli-dev_max_ap": 0.7154480594709788,
"eval_Qnli-dev_max_f1": 0.6733333333333333,
"eval_Qnli-dev_max_f1_threshold": 756.1309204101562,
"eval_Qnli-dev_max_precision": 0.6103448275862069,
"eval_Qnli-dev_max_recall": 0.8559322033898306,
"eval_allNLI-dev_cosine_accuracy": 0.693359375,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.8820043802261353,
"eval_allNLI-dev_cosine_ap": 0.5380653098565689,
"eval_allNLI-dev_cosine_f1": 0.5689655172413792,
"eval_allNLI-dev_cosine_f1_threshold": 0.7308224439620972,
"eval_allNLI-dev_cosine_precision": 0.4536082474226804,
"eval_allNLI-dev_cosine_recall": 0.7630057803468208,
"eval_allNLI-dev_dot_accuracy": 0.6875,
"eval_allNLI-dev_dot_accuracy_threshold": 904.0134887695312,
"eval_allNLI-dev_dot_ap": 0.5175334662627952,
"eval_allNLI-dev_dot_f1": 0.5675675675675675,
"eval_allNLI-dev_dot_f1_threshold": 762.652587890625,
"eval_allNLI-dev_dot_precision": 0.46494464944649444,
"eval_allNLI-dev_dot_recall": 0.7283236994219653,
"eval_allNLI-dev_euclidean_accuracy": 0.6953125,
"eval_allNLI-dev_euclidean_accuracy_threshold": 15.50227165222168,
"eval_allNLI-dev_euclidean_ap": 0.5410854453600531,
"eval_allNLI-dev_euclidean_f1": 0.5645514223194749,
"eval_allNLI-dev_euclidean_f1_threshold": 23.451454162597656,
"eval_allNLI-dev_euclidean_precision": 0.45422535211267606,
"eval_allNLI-dev_euclidean_recall": 0.7456647398843931,
"eval_allNLI-dev_manhattan_accuracy": 0.6953125,
"eval_allNLI-dev_manhattan_accuracy_threshold": 518.75146484375,
"eval_allNLI-dev_manhattan_ap": 0.5430149701961973,
"eval_allNLI-dev_manhattan_f1": 0.5639913232104121,
"eval_allNLI-dev_manhattan_f1_threshold": 733.8897705078125,
"eval_allNLI-dev_manhattan_precision": 0.4513888888888889,
"eval_allNLI-dev_manhattan_recall": 0.7514450867052023,
"eval_allNLI-dev_max_accuracy": 0.6953125,
"eval_allNLI-dev_max_accuracy_threshold": 904.0134887695312,
"eval_allNLI-dev_max_ap": 0.5430149701961973,
"eval_allNLI-dev_max_f1": 0.5689655172413792,
"eval_allNLI-dev_max_f1_threshold": 762.652587890625,
"eval_allNLI-dev_max_precision": 0.46494464944649444,
"eval_allNLI-dev_max_recall": 0.7630057803468208,
"eval_sequential_score": 0.7154480594709788,
"eval_sts-test_pearson_cosine": 0.8841456597076958,
"eval_sts-test_pearson_dot": 0.8597263949983345,
"eval_sts-test_pearson_euclidean": 0.8977156894521804,
"eval_sts-test_pearson_manhattan": 0.8973099980705126,
"eval_sts-test_pearson_max": 0.8977156894521804,
"eval_sts-test_spearman_cosine": 0.8862653474156692,
"eval_sts-test_spearman_dot": 0.8451249310521576,
"eval_sts-test_spearman_euclidean": 0.8866065310325173,
"eval_sts-test_spearman_manhattan": 0.8860841943095571,
"eval_sts-test_spearman_max": 0.8866065310325173,
"eval_vitaminc-pairs_loss": 3.314167022705078,
"eval_vitaminc-pairs_runtime": 4.4886,
"eval_vitaminc-pairs_samples_per_second": 28.517,
"eval_vitaminc-pairs_steps_per_second": 0.223,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_negation-triplets_loss": 1.3400739431381226,
"eval_negation-triplets_runtime": 3.3068,
"eval_negation-triplets_samples_per_second": 38.708,
"eval_negation-triplets_steps_per_second": 0.302,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_scitail-pairs-pos_loss": 0.07263079285621643,
"eval_scitail-pairs-pos_runtime": 2.6213,
"eval_scitail-pairs-pos_samples_per_second": 48.83,
"eval_scitail-pairs-pos_steps_per_second": 0.381,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_scitail-pairs-qa_loss": 0.048478204756975174,
"eval_scitail-pairs-qa_runtime": 2.202,
"eval_scitail-pairs-qa_samples_per_second": 58.13,
"eval_scitail-pairs-qa_steps_per_second": 0.454,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_xsum-pairs_loss": 0.14091075956821442,
"eval_xsum-pairs_runtime": 3.0891,
"eval_xsum-pairs_samples_per_second": 41.436,
"eval_xsum-pairs_steps_per_second": 0.324,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_sciq_pairs_loss": 0.1505264937877655,
"eval_sciq_pairs_runtime": 4.762,
"eval_sciq_pairs_samples_per_second": 26.879,
"eval_sciq_pairs_steps_per_second": 0.21,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_qasc_pairs_loss": 0.4244489073753357,
"eval_qasc_pairs_runtime": 2.0783,
"eval_qasc_pairs_samples_per_second": 61.589,
"eval_qasc_pairs_steps_per_second": 0.481,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_openbookqa_pairs_loss": 0.5923758745193481,
"eval_openbookqa_pairs_runtime": 2.1938,
"eval_openbookqa_pairs_samples_per_second": 58.345,
"eval_openbookqa_pairs_steps_per_second": 0.456,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_msmarco_pairs_loss": 0.5882836580276489,
"eval_msmarco_pairs_runtime": 2.2483,
"eval_msmarco_pairs_samples_per_second": 56.933,
"eval_msmarco_pairs_steps_per_second": 0.445,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_nq_pairs_loss": 0.5424538254737854,
"eval_nq_pairs_runtime": 3.6424,
"eval_nq_pairs_samples_per_second": 35.142,
"eval_nq_pairs_steps_per_second": 0.275,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_trivia_pairs_loss": 0.6437886953353882,
"eval_trivia_pairs_runtime": 3.0809,
"eval_trivia_pairs_samples_per_second": 41.546,
"eval_trivia_pairs_steps_per_second": 0.325,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_gooaq_pairs_loss": 0.22378715872764587,
"eval_gooaq_pairs_runtime": 2.101,
"eval_gooaq_pairs_samples_per_second": 60.924,
"eval_gooaq_pairs_steps_per_second": 0.476,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_paws-pos_loss": 0.03581737354397774,
"eval_paws-pos_runtime": 2.2447,
"eval_paws-pos_samples_per_second": 57.024,
"eval_paws-pos_steps_per_second": 0.445,
"step": 104
},
{
"epoch": 0.20051413881748073,
"eval_global_dataset_loss": 0.3989756405353546,
"eval_global_dataset_runtime": 8.402,
"eval_global_dataset_samples_per_second": 38.681,
"eval_global_dataset_steps_per_second": 0.357,
"step": 104
},
{
"epoch": 0.20244215938303342,
"grad_norm": 96.23986053466797,
"learning_rate": 5.5019305019305015e-06,
"loss": 0.5094,
"step": 105
},
{
"epoch": 0.20822622107969152,
"grad_norm": 33.88426208496094,
"learning_rate": 5.675675675675676e-06,
"loss": 0.8002,
"step": 108
},
{
"epoch": 0.21401028277634962,
"grad_norm": 7.319549560546875,
"learning_rate": 5.849420849420849e-06,
"loss": 0.3886,
"step": 111
},
{
"epoch": 0.21979434447300772,
"grad_norm": 8.65904712677002,
"learning_rate": 6.023166023166023e-06,
"loss": 0.6937,
"step": 114
},
{
"epoch": 0.22557840616966582,
"grad_norm": 376.61663818359375,
"learning_rate": 6.196911196911197e-06,
"loss": 0.2909,
"step": 117
},
{
"epoch": 0.23136246786632392,
"grad_norm": 10.809043884277344,
"learning_rate": 6.370656370656371e-06,
"loss": 0.3885,
"step": 120
},
{
"epoch": 0.23714652956298202,
"grad_norm": 8.564398765563965,
"learning_rate": 6.5444015444015445e-06,
"loss": 0.29,
"step": 123
},
{
"epoch": 0.24293059125964012,
"grad_norm": 1.5215222835540771,
"learning_rate": 6.718146718146718e-06,
"loss": 0.3485,
"step": 126
},
{
"epoch": 0.2487146529562982,
"grad_norm": 181.20809936523438,
"learning_rate": 6.891891891891892e-06,
"loss": 0.3931,
"step": 129
},
{
"epoch": 0.2506426735218509,
"eval_Qnli-dev_cosine_accuracy": 0.67578125,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.7986456155776978,
"eval_Qnli-dev_cosine_ap": 0.6985736393833883,
"eval_Qnli-dev_cosine_f1": 0.6777777777777777,
"eval_Qnli-dev_cosine_f1_threshold": 0.726032018661499,
"eval_Qnli-dev_cosine_precision": 0.6019736842105263,
"eval_Qnli-dev_cosine_recall": 0.7754237288135594,
"eval_Qnli-dev_dot_accuracy": 0.66796875,
"eval_Qnli-dev_dot_accuracy_threshold": 840.5162353515625,
"eval_Qnli-dev_dot_ap": 0.6656432640480556,
"eval_Qnli-dev_dot_f1": 0.662020905923345,
"eval_Qnli-dev_dot_f1_threshold": 715.1839599609375,
"eval_Qnli-dev_dot_precision": 0.5621301775147929,
"eval_Qnli-dev_dot_recall": 0.8050847457627118,
"eval_Qnli-dev_euclidean_accuracy": 0.677734375,
"eval_Qnli-dev_euclidean_accuracy_threshold": 20.397323608398438,
"eval_Qnli-dev_euclidean_ap": 0.6992667316315335,
"eval_Qnli-dev_euclidean_f1": 0.67296786389414,
"eval_Qnli-dev_euclidean_f1_threshold": 23.44580841064453,
"eval_Qnli-dev_euclidean_precision": 0.6075085324232082,
"eval_Qnli-dev_euclidean_recall": 0.7542372881355932,
"eval_Qnli-dev_manhattan_accuracy": 0.671875,
"eval_Qnli-dev_manhattan_accuracy_threshold": 628.4102172851562,
"eval_Qnli-dev_manhattan_ap": 0.6982133105013253,
"eval_Qnli-dev_manhattan_f1": 0.673992673992674,
"eval_Qnli-dev_manhattan_f1_threshold": 746.4862060546875,
"eval_Qnli-dev_manhattan_precision": 0.5935483870967742,
"eval_Qnli-dev_manhattan_recall": 0.7796610169491526,
"eval_Qnli-dev_max_accuracy": 0.677734375,
"eval_Qnli-dev_max_accuracy_threshold": 840.5162353515625,
"eval_Qnli-dev_max_ap": 0.6992667316315335,
"eval_Qnli-dev_max_f1": 0.6777777777777777,
"eval_Qnli-dev_max_f1_threshold": 746.4862060546875,
"eval_Qnli-dev_max_precision": 0.6075085324232082,
"eval_Qnli-dev_max_recall": 0.8050847457627118,
"eval_allNLI-dev_cosine_accuracy": 0.7109375,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.8466876745223999,
"eval_allNLI-dev_cosine_ap": 0.5614885136859779,
"eval_allNLI-dev_cosine_f1": 0.5809128630705395,
"eval_allNLI-dev_cosine_f1_threshold": 0.6695160269737244,
"eval_allNLI-dev_cosine_precision": 0.45307443365695793,
"eval_allNLI-dev_cosine_recall": 0.8092485549132948,
"eval_allNLI-dev_dot_accuracy": 0.69921875,
"eval_allNLI-dev_dot_accuracy_threshold": 901.9229736328125,
"eval_allNLI-dev_dot_ap": 0.5637771052921187,
"eval_allNLI-dev_dot_f1": 0.5812807881773399,
"eval_allNLI-dev_dot_f1_threshold": 752.6895141601562,
"eval_allNLI-dev_dot_precision": 0.5064377682403434,
"eval_allNLI-dev_dot_recall": 0.6820809248554913,
"eval_allNLI-dev_euclidean_accuracy": 0.708984375,
"eval_allNLI-dev_euclidean_accuracy_threshold": 17.844379425048828,
"eval_allNLI-dev_euclidean_ap": 0.5616160818796474,
"eval_allNLI-dev_euclidean_f1": 0.5838509316770187,
"eval_allNLI-dev_euclidean_f1_threshold": 26.068946838378906,
"eval_allNLI-dev_euclidean_precision": 0.45483870967741935,
"eval_allNLI-dev_euclidean_recall": 0.815028901734104,
"eval_allNLI-dev_manhattan_accuracy": 0.7109375,
"eval_allNLI-dev_manhattan_accuracy_threshold": 553.34228515625,
"eval_allNLI-dev_manhattan_ap": 0.5624349287984178,
"eval_allNLI-dev_manhattan_f1": 0.5778688524590163,
"eval_allNLI-dev_manhattan_f1_threshold": 816.2254028320312,
"eval_allNLI-dev_manhattan_precision": 0.44761904761904764,
"eval_allNLI-dev_manhattan_recall": 0.815028901734104,
"eval_allNLI-dev_max_accuracy": 0.7109375,
"eval_allNLI-dev_max_accuracy_threshold": 901.9229736328125,
"eval_allNLI-dev_max_ap": 0.5637771052921187,
"eval_allNLI-dev_max_f1": 0.5838509316770187,
"eval_allNLI-dev_max_f1_threshold": 816.2254028320312,
"eval_allNLI-dev_max_precision": 0.5064377682403434,
"eval_allNLI-dev_max_recall": 0.815028901734104,
"eval_sequential_score": 0.6992667316315335,
"eval_sts-test_pearson_cosine": 0.9024404439516205,
"eval_sts-test_pearson_dot": 0.8941554024395801,
"eval_sts-test_pearson_euclidean": 0.9164387414940136,
"eval_sts-test_pearson_manhattan": 0.9158406136217865,
"eval_sts-test_pearson_max": 0.9164387414940136,
"eval_sts-test_spearman_cosine": 0.9081672412582797,
"eval_sts-test_spearman_dot": 0.8855668249766109,
"eval_sts-test_spearman_euclidean": 0.9076990535616029,
"eval_sts-test_spearman_manhattan": 0.907316833038059,
"eval_sts-test_spearman_max": 0.9081672412582797,
"eval_vitaminc-pairs_loss": 3.8795158863067627,
"eval_vitaminc-pairs_runtime": 4.6143,
"eval_vitaminc-pairs_samples_per_second": 27.74,
"eval_vitaminc-pairs_steps_per_second": 0.217,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_negation-triplets_loss": 1.1134737730026245,
"eval_negation-triplets_runtime": 3.4103,
"eval_negation-triplets_samples_per_second": 37.533,
"eval_negation-triplets_steps_per_second": 0.293,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_scitail-pairs-pos_loss": 0.045735035091638565,
"eval_scitail-pairs-pos_runtime": 2.7664,
"eval_scitail-pairs-pos_samples_per_second": 46.27,
"eval_scitail-pairs-pos_steps_per_second": 0.361,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_scitail-pairs-qa_loss": 0.036478620022535324,
"eval_scitail-pairs-qa_runtime": 2.2905,
"eval_scitail-pairs-qa_samples_per_second": 55.884,
"eval_scitail-pairs-qa_steps_per_second": 0.437,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_xsum-pairs_loss": 0.05133158713579178,
"eval_xsum-pairs_runtime": 3.1323,
"eval_xsum-pairs_samples_per_second": 40.865,
"eval_xsum-pairs_steps_per_second": 0.319,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_sciq_pairs_loss": 0.12314368784427643,
"eval_sciq_pairs_runtime": 4.8477,
"eval_sciq_pairs_samples_per_second": 26.404,
"eval_sciq_pairs_steps_per_second": 0.206,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_qasc_pairs_loss": 0.22055241465568542,
"eval_qasc_pairs_runtime": 2.1243,
"eval_qasc_pairs_samples_per_second": 60.255,
"eval_qasc_pairs_steps_per_second": 0.471,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_openbookqa_pairs_loss": 0.4567987024784088,
"eval_openbookqa_pairs_runtime": 2.3078,
"eval_openbookqa_pairs_samples_per_second": 55.465,
"eval_openbookqa_pairs_steps_per_second": 0.433,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_msmarco_pairs_loss": 0.21620944142341614,
"eval_msmarco_pairs_runtime": 2.3399,
"eval_msmarco_pairs_samples_per_second": 54.703,
"eval_msmarco_pairs_steps_per_second": 0.427,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_nq_pairs_loss": 0.26776355504989624,
"eval_nq_pairs_runtime": 3.7038,
"eval_nq_pairs_samples_per_second": 34.559,
"eval_nq_pairs_steps_per_second": 0.27,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_trivia_pairs_loss": 0.15397313237190247,
"eval_trivia_pairs_runtime": 3.1256,
"eval_trivia_pairs_samples_per_second": 40.952,
"eval_trivia_pairs_steps_per_second": 0.32,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_gooaq_pairs_loss": 0.12057099491357803,
"eval_gooaq_pairs_runtime": 2.1825,
"eval_gooaq_pairs_samples_per_second": 58.648,
"eval_gooaq_pairs_steps_per_second": 0.458,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_paws-pos_loss": 0.026105860248208046,
"eval_paws-pos_runtime": 2.2995,
"eval_paws-pos_samples_per_second": 55.665,
"eval_paws-pos_steps_per_second": 0.435,
"step": 130
},
{
"epoch": 0.2506426735218509,
"eval_global_dataset_loss": 0.3591004014015198,
"eval_global_dataset_runtime": 8.4153,
"eval_global_dataset_samples_per_second": 38.62,
"eval_global_dataset_steps_per_second": 0.356,
"step": 130
},
{
"epoch": 0.2544987146529563,
"grad_norm": 11.167648315429688,
"learning_rate": 7.065637065637066e-06,
"loss": 0.3394,
"step": 132
},
{
"epoch": 0.2602827763496144,
"grad_norm": 3.4576871395111084,
"learning_rate": 7.239382239382239e-06,
"loss": 0.1276,
"step": 135
},
{
"epoch": 0.2660668380462725,
"grad_norm": 9.594191551208496,
"learning_rate": 7.413127413127414e-06,
"loss": 0.3569,
"step": 138
},
{
"epoch": 0.2718508997429306,
"grad_norm": 4.255222320556641,
"learning_rate": 7.586872586872587e-06,
"loss": 0.1231,
"step": 141
},
{
"epoch": 0.2776349614395887,
"grad_norm": 6.074405670166016,
"learning_rate": 7.76061776061776e-06,
"loss": 0.3086,
"step": 144
},
{
"epoch": 0.2834190231362468,
"grad_norm": 19.442323684692383,
"learning_rate": 7.934362934362936e-06,
"loss": 0.3541,
"step": 147
},
{
"epoch": 0.2892030848329049,
"grad_norm": 5.141862392425537,
"learning_rate": 8.108108108108109e-06,
"loss": 0.2597,
"step": 150
},
{
"epoch": 0.294987146529563,
"grad_norm": 5.942401885986328,
"learning_rate": 8.281853281853282e-06,
"loss": 0.1585,
"step": 153
},
{
"epoch": 0.30077120822622105,
"grad_norm": 97.85575103759766,
"learning_rate": 8.455598455598455e-06,
"loss": 0.1436,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_Qnli-dev_cosine_accuracy": 0.693359375,
"eval_Qnli-dev_cosine_accuracy_threshold": 0.7395063638687134,
"eval_Qnli-dev_cosine_ap": 0.7187155891006661,
"eval_Qnli-dev_cosine_f1": 0.6837606837606838,
"eval_Qnli-dev_cosine_f1_threshold": 0.660994291305542,
"eval_Qnli-dev_cosine_precision": 0.5730659025787965,
"eval_Qnli-dev_cosine_recall": 0.847457627118644,
"eval_Qnli-dev_dot_accuracy": 0.669921875,
"eval_Qnli-dev_dot_accuracy_threshold": 701.7633056640625,
"eval_Qnli-dev_dot_ap": 0.6888124099944863,
"eval_Qnli-dev_dot_f1": 0.6812816188870151,
"eval_Qnli-dev_dot_f1_threshold": 633.31884765625,
"eval_Qnli-dev_dot_precision": 0.5658263305322129,
"eval_Qnli-dev_dot_recall": 0.8559322033898306,
"eval_Qnli-dev_euclidean_accuracy": 0.697265625,
"eval_Qnli-dev_euclidean_accuracy_threshold": 22.954120635986328,
"eval_Qnli-dev_euclidean_ap": 0.721593279891293,
"eval_Qnli-dev_euclidean_f1": 0.6762075134168157,
"eval_Qnli-dev_euclidean_f1_threshold": 24.89653968811035,
"eval_Qnli-dev_euclidean_precision": 0.5851393188854489,
"eval_Qnli-dev_euclidean_recall": 0.8008474576271186,
"eval_Qnli-dev_manhattan_accuracy": 0.6953125,
"eval_Qnli-dev_manhattan_accuracy_threshold": 718.2297973632812,
"eval_Qnli-dev_manhattan_ap": 0.7239405100010182,
"eval_Qnli-dev_manhattan_f1": 0.6807017543859649,
"eval_Qnli-dev_manhattan_f1_threshold": 784.701171875,
"eval_Qnli-dev_manhattan_precision": 0.5808383233532934,
"eval_Qnli-dev_manhattan_recall": 0.8220338983050848,
"eval_Qnli-dev_max_accuracy": 0.697265625,
"eval_Qnli-dev_max_accuracy_threshold": 718.2297973632812,
"eval_Qnli-dev_max_ap": 0.7239405100010182,
"eval_Qnli-dev_max_f1": 0.6837606837606838,
"eval_Qnli-dev_max_f1_threshold": 784.701171875,
"eval_Qnli-dev_max_precision": 0.5851393188854489,
"eval_Qnli-dev_max_recall": 0.8559322033898306,
"eval_allNLI-dev_cosine_accuracy": 0.71875,
"eval_allNLI-dev_cosine_accuracy_threshold": 0.8460206985473633,
"eval_allNLI-dev_cosine_ap": 0.5796621470925665,
"eval_allNLI-dev_cosine_f1": 0.6139954853273137,
"eval_allNLI-dev_cosine_f1_threshold": 0.7097446322441101,
"eval_allNLI-dev_cosine_precision": 0.5037037037037037,
"eval_allNLI-dev_cosine_recall": 0.7861271676300579,
"eval_allNLI-dev_dot_accuracy": 0.7109375,
"eval_allNLI-dev_dot_accuracy_threshold": 837.8741455078125,
"eval_allNLI-dev_dot_ap": 0.5763352242724786,
"eval_allNLI-dev_dot_f1": 0.6179245283018867,
"eval_allNLI-dev_dot_f1_threshold": 712.9136352539062,
"eval_allNLI-dev_dot_precision": 0.5219123505976095,
"eval_allNLI-dev_dot_recall": 0.7572254335260116,
"eval_allNLI-dev_euclidean_accuracy": 0.724609375,
"eval_allNLI-dev_euclidean_accuracy_threshold": 18.82543182373047,
"eval_allNLI-dev_euclidean_ap": 0.5803015452539461,
"eval_allNLI-dev_euclidean_f1": 0.6085011185682326,
"eval_allNLI-dev_euclidean_f1_threshold": 24.0869197845459,
"eval_allNLI-dev_euclidean_precision": 0.49635036496350365,
"eval_allNLI-dev_euclidean_recall": 0.7861271676300579,
"eval_allNLI-dev_manhattan_accuracy": 0.720703125,
"eval_allNLI-dev_manhattan_accuracy_threshold": 586.8082275390625,
"eval_allNLI-dev_manhattan_ap": 0.5806697040885319,
"eval_allNLI-dev_manhattan_f1": 0.6035242290748899,
"eval_allNLI-dev_manhattan_f1_threshold": 756.8704833984375,
"eval_allNLI-dev_manhattan_precision": 0.4875444839857651,
"eval_allNLI-dev_manhattan_recall": 0.791907514450867,
"eval_allNLI-dev_max_accuracy": 0.724609375,
"eval_allNLI-dev_max_accuracy_threshold": 837.8741455078125,
"eval_allNLI-dev_max_ap": 0.5806697040885319,
"eval_allNLI-dev_max_f1": 0.6179245283018867,
"eval_allNLI-dev_max_f1_threshold": 756.8704833984375,
"eval_allNLI-dev_max_precision": 0.5219123505976095,
"eval_allNLI-dev_max_recall": 0.791907514450867,
"eval_sequential_score": 0.7239405100010182,
"eval_sts-test_pearson_cosine": 0.9086022204177822,
"eval_sts-test_pearson_dot": 0.8963707820565703,
"eval_sts-test_pearson_euclidean": 0.9226263845809013,
"eval_sts-test_pearson_manhattan": 0.9216624653503607,
"eval_sts-test_pearson_max": 0.9226263845809013,
"eval_sts-test_spearman_cosine": 0.9176886091344368,
"eval_sts-test_spearman_dot": 0.8941249219513181,
"eval_sts-test_spearman_euclidean": 0.9176283739366038,
"eval_sts-test_spearman_manhattan": 0.9167815458172944,
"eval_sts-test_spearman_max": 0.9176886091344368,
"eval_vitaminc-pairs_loss": 3.8346316814422607,
"eval_vitaminc-pairs_runtime": 4.4216,
"eval_vitaminc-pairs_samples_per_second": 28.949,
"eval_vitaminc-pairs_steps_per_second": 0.226,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_negation-triplets_loss": 0.9441184997558594,
"eval_negation-triplets_runtime": 3.3236,
"eval_negation-triplets_samples_per_second": 38.512,
"eval_negation-triplets_steps_per_second": 0.301,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_scitail-pairs-pos_loss": 0.03759249672293663,
"eval_scitail-pairs-pos_runtime": 2.6436,
"eval_scitail-pairs-pos_samples_per_second": 48.418,
"eval_scitail-pairs-pos_steps_per_second": 0.378,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_scitail-pairs-qa_loss": 0.04104204475879669,
"eval_scitail-pairs-qa_runtime": 2.205,
"eval_scitail-pairs-qa_samples_per_second": 58.05,
"eval_scitail-pairs-qa_steps_per_second": 0.454,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_xsum-pairs_loss": 0.05032652989029884,
"eval_xsum-pairs_runtime": 3.0619,
"eval_xsum-pairs_samples_per_second": 41.805,
"eval_xsum-pairs_steps_per_second": 0.327,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_sciq_pairs_loss": 0.08709195256233215,
"eval_sciq_pairs_runtime": 4.8405,
"eval_sciq_pairs_samples_per_second": 26.444,
"eval_sciq_pairs_steps_per_second": 0.207,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_qasc_pairs_loss": 0.17168982326984406,
"eval_qasc_pairs_runtime": 2.078,
"eval_qasc_pairs_samples_per_second": 61.599,
"eval_qasc_pairs_steps_per_second": 0.481,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_openbookqa_pairs_loss": 0.4304167926311493,
"eval_openbookqa_pairs_runtime": 2.1991,
"eval_openbookqa_pairs_samples_per_second": 58.205,
"eval_openbookqa_pairs_steps_per_second": 0.455,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_msmarco_pairs_loss": 0.13501481711864471,
"eval_msmarco_pairs_runtime": 2.2186,
"eval_msmarco_pairs_samples_per_second": 57.694,
"eval_msmarco_pairs_steps_per_second": 0.451,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_nq_pairs_loss": 0.20035718381404877,
"eval_nq_pairs_runtime": 3.6367,
"eval_nq_pairs_samples_per_second": 35.197,
"eval_nq_pairs_steps_per_second": 0.275,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_trivia_pairs_loss": 0.08228898048400879,
"eval_trivia_pairs_runtime": 3.086,
"eval_trivia_pairs_samples_per_second": 41.477,
"eval_trivia_pairs_steps_per_second": 0.324,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_gooaq_pairs_loss": 0.0767039954662323,
"eval_gooaq_pairs_runtime": 2.1123,
"eval_gooaq_pairs_samples_per_second": 60.599,
"eval_gooaq_pairs_steps_per_second": 0.473,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_paws-pos_loss": 0.02134825475513935,
"eval_paws-pos_runtime": 2.2234,
"eval_paws-pos_samples_per_second": 57.571,
"eval_paws-pos_steps_per_second": 0.45,
"step": 156
},
{
"epoch": 0.30077120822622105,
"eval_global_dataset_loss": 0.2958550453186035,
"eval_global_dataset_runtime": 8.3542,
"eval_global_dataset_samples_per_second": 38.903,
"eval_global_dataset_steps_per_second": 0.359,
"step": 156
}
],
"logging_steps": 3,
"max_steps": 1036,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 52,
"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": 64,
"trial_name": null,
"trial_params": null
}