res_nw_lev_aragpt2-base / trainer_state.json
nlparabic's picture
End of training
eb807b8 verified
raw
history blame
8.71 kB
{
"best_metric": 0.05196841433644295,
"best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_lev_aragpt2-base/checkpoint-45558",
"epoch": 14.0,
"eval_steps": 500,
"global_step": 70868,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.3887738287448883,
"learning_rate": 4.773575540996625e-05,
"loss": 0.26,
"step": 5062
},
{
"epoch": 1.0,
"eval_bleu": 0.024479612686875016,
"eval_loss": 0.0695776641368866,
"eval_rouge1": 0.3012666596255254,
"eval_rouge2": 0.08620312144301226,
"eval_rougeL": 0.2972671175359889,
"eval_runtime": 228.6121,
"eval_samples_per_second": 44.258,
"eval_steps_per_second": 5.533,
"step": 5062
},
{
"epoch": 2.0,
"grad_norm": 0.3241632878780365,
"learning_rate": 4.522334723049435e-05,
"loss": 0.0691,
"step": 10124
},
{
"epoch": 2.0,
"eval_bleu": 0.05196927962153364,
"eval_loss": 0.06269967555999756,
"eval_rouge1": 0.37524240015414634,
"eval_rouge2": 0.14764443815099632,
"eval_rougeL": 0.37200044721137115,
"eval_runtime": 351.6518,
"eval_samples_per_second": 28.773,
"eval_steps_per_second": 3.597,
"step": 10124
},
{
"epoch": 3.0,
"grad_norm": 0.3330642282962799,
"learning_rate": 4.271093905102244e-05,
"loss": 0.061,
"step": 15186
},
{
"epoch": 3.0,
"eval_bleu": 0.07276286780677815,
"eval_loss": 0.05922433361411095,
"eval_rouge1": 0.41511255165966743,
"eval_rouge2": 0.18455414635203315,
"eval_rougeL": 0.4119089286184379,
"eval_runtime": 290.5447,
"eval_samples_per_second": 34.824,
"eval_steps_per_second": 4.354,
"step": 15186
},
{
"epoch": 4.0,
"grad_norm": 0.5756547451019287,
"learning_rate": 4.0198530871550526e-05,
"loss": 0.055,
"step": 20248
},
{
"epoch": 4.0,
"eval_bleu": 0.08526522569633763,
"eval_loss": 0.056826114654541016,
"eval_rouge1": 0.44031383736105467,
"eval_rouge2": 0.2077716484600336,
"eval_rougeL": 0.43713897875186886,
"eval_runtime": 290.2489,
"eval_samples_per_second": 34.86,
"eval_steps_per_second": 4.358,
"step": 20248
},
{
"epoch": 5.0,
"grad_norm": 0.20791098475456238,
"learning_rate": 3.7686122692078615e-05,
"loss": 0.0501,
"step": 25310
},
{
"epoch": 5.0,
"eval_bleu": 0.10055983598785585,
"eval_loss": 0.055204905569553375,
"eval_rouge1": 0.4609167591572205,
"eval_rouge2": 0.23039313543274,
"eval_rougeL": 0.45808244752273297,
"eval_runtime": 367.5841,
"eval_samples_per_second": 27.526,
"eval_steps_per_second": 3.441,
"step": 25310
},
{
"epoch": 6.0,
"grad_norm": 0.24951504170894623,
"learning_rate": 3.517371451260672e-05,
"loss": 0.0458,
"step": 30372
},
{
"epoch": 6.0,
"eval_bleu": 0.11808202070149401,
"eval_loss": 0.05419759079813957,
"eval_rouge1": 0.4820534787029345,
"eval_rouge2": 0.25204038923378225,
"eval_rougeL": 0.4793074912044154,
"eval_runtime": 233.3335,
"eval_samples_per_second": 43.363,
"eval_steps_per_second": 5.421,
"step": 30372
},
{
"epoch": 7.0,
"grad_norm": 0.49070772528648376,
"learning_rate": 3.266130633313481e-05,
"loss": 0.0421,
"step": 35434
},
{
"epoch": 7.0,
"eval_bleu": 0.1341121159684296,
"eval_loss": 0.05340962111949921,
"eval_rouge1": 0.4962931865737036,
"eval_rouge2": 0.27011463547936815,
"eval_rougeL": 0.4937863873043029,
"eval_runtime": 290.6944,
"eval_samples_per_second": 34.806,
"eval_steps_per_second": 4.352,
"step": 35434
},
{
"epoch": 8.0,
"grad_norm": 0.2765986919403076,
"learning_rate": 3.0148898153662896e-05,
"loss": 0.0389,
"step": 40496
},
{
"epoch": 8.0,
"eval_bleu": 0.1531493847915248,
"eval_loss": 0.05269302800297737,
"eval_rouge1": 0.5119207119535019,
"eval_rouge2": 0.28766040374169655,
"eval_rougeL": 0.5093601860794639,
"eval_runtime": 230.552,
"eval_samples_per_second": 43.886,
"eval_steps_per_second": 5.487,
"step": 40496
},
{
"epoch": 9.0,
"grad_norm": 0.21668104827404022,
"learning_rate": 2.763648997419099e-05,
"loss": 0.036,
"step": 45558
},
{
"epoch": 9.0,
"eval_bleu": 0.17238543543573695,
"eval_loss": 0.05196841433644295,
"eval_rouge1": 0.5242905115211018,
"eval_rouge2": 0.3044473976770894,
"eval_rougeL": 0.5217904874545244,
"eval_runtime": 290.7388,
"eval_samples_per_second": 34.801,
"eval_steps_per_second": 4.351,
"step": 45558
},
{
"epoch": 10.0,
"grad_norm": 0.2782098948955536,
"learning_rate": 2.5124081794719078e-05,
"loss": 0.0335,
"step": 50620
},
{
"epoch": 10.0,
"eval_bleu": 0.191624004050147,
"eval_loss": 0.05217686668038368,
"eval_rouge1": 0.5355041873943547,
"eval_rouge2": 0.31844037453295443,
"eval_rougeL": 0.5331038586914951,
"eval_runtime": 230.6408,
"eval_samples_per_second": 43.869,
"eval_steps_per_second": 5.485,
"step": 50620
},
{
"epoch": 11.0,
"grad_norm": 0.2782914936542511,
"learning_rate": 2.2611673615247174e-05,
"loss": 0.0314,
"step": 55682
},
{
"epoch": 11.0,
"eval_bleu": 0.21613491113321584,
"eval_loss": 0.05259701982140541,
"eval_rouge1": 0.5483392385069525,
"eval_rouge2": 0.3340094205897527,
"eval_rougeL": 0.5463820138401847,
"eval_runtime": 230.671,
"eval_samples_per_second": 43.863,
"eval_steps_per_second": 5.484,
"step": 55682
},
{
"epoch": 12.0,
"grad_norm": 0.37067389488220215,
"learning_rate": 2.0099265435775263e-05,
"loss": 0.0295,
"step": 60744
},
{
"epoch": 12.0,
"eval_bleu": 0.23487133531771834,
"eval_loss": 0.053065259009599686,
"eval_rouge1": 0.556650225844977,
"eval_rouge2": 0.3463115263386134,
"eval_rougeL": 0.5542262725854006,
"eval_runtime": 230.4706,
"eval_samples_per_second": 43.901,
"eval_steps_per_second": 5.489,
"step": 60744
},
{
"epoch": 13.0,
"grad_norm": 0.33349043130874634,
"learning_rate": 1.758685725630336e-05,
"loss": 0.0278,
"step": 65806
},
{
"epoch": 13.0,
"eval_bleu": 0.2526334437599675,
"eval_loss": 0.05335614085197449,
"eval_rouge1": 0.5649621615692864,
"eval_rouge2": 0.3578366690889568,
"eval_rougeL": 0.5630200484974899,
"eval_runtime": 291.0997,
"eval_samples_per_second": 34.758,
"eval_steps_per_second": 4.346,
"step": 65806
},
{
"epoch": 14.0,
"grad_norm": 0.42463555932044983,
"learning_rate": 1.5074449076831448e-05,
"loss": 0.0264,
"step": 70868
},
{
"epoch": 14.0,
"eval_bleu": 0.2696273492325987,
"eval_loss": 0.05417046323418617,
"eval_rouge1": 0.5712615105432344,
"eval_rouge2": 0.36960528437441226,
"eval_rougeL": 0.5695812350999099,
"eval_runtime": 231.0946,
"eval_samples_per_second": 43.783,
"eval_steps_per_second": 5.474,
"step": 70868
},
{
"epoch": 14.0,
"step": 70868,
"total_flos": 2.96224686342144e+17,
"train_loss": 0.05761628167895826,
"train_runtime": 40905.0476,
"train_samples_per_second": 19.797,
"train_steps_per_second": 2.475
}
],
"logging_steps": 500,
"max_steps": 101240,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.96224686342144e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}