|
{ |
|
"best_metric": 0.07523266971111298, |
|
"best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_dj_aragpt2-base/checkpoint-16074", |
|
"epoch": 11.0, |
|
"eval_steps": 500, |
|
"global_step": 29469, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.1490328013896942, |
|
"learning_rate": 4.7947437829691034e-05, |
|
"loss": 0.435, |
|
"step": 2679 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_bleu": 0.022539363481404024, |
|
"eval_loss": 0.08990845084190369, |
|
"eval_rouge1": 0.26967504263175696, |
|
"eval_rouge2": 0.06811111838722575, |
|
"eval_rougeL": 0.2648760311441921, |
|
"eval_runtime": 118.8639, |
|
"eval_samples_per_second": 45.262, |
|
"eval_steps_per_second": 5.662, |
|
"step": 2679 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.1779935508966446, |
|
"learning_rate": 4.542388847023361e-05, |
|
"loss": 0.0908, |
|
"step": 5358 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_bleu": 0.0494923940085718, |
|
"eval_loss": 0.08216600120067596, |
|
"eval_rouge1": 0.34383088385557475, |
|
"eval_rouge2": 0.12325553058649232, |
|
"eval_rougeL": 0.33940964680072816, |
|
"eval_runtime": 181.022, |
|
"eval_samples_per_second": 29.72, |
|
"eval_steps_per_second": 3.718, |
|
"step": 5358 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.13422226905822754, |
|
"learning_rate": 4.290033911077619e-05, |
|
"loss": 0.0808, |
|
"step": 8037 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_bleu": 0.06700443598211842, |
|
"eval_loss": 0.0785822868347168, |
|
"eval_rouge1": 0.38347464472946946, |
|
"eval_rouge2": 0.15815766995910013, |
|
"eval_rougeL": 0.37897410206784377, |
|
"eval_runtime": 118.7728, |
|
"eval_samples_per_second": 45.297, |
|
"eval_steps_per_second": 5.666, |
|
"step": 8037 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.17974382638931274, |
|
"learning_rate": 4.0376789751318766e-05, |
|
"loss": 0.0738, |
|
"step": 10716 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_bleu": 0.0782017656533744, |
|
"eval_loss": 0.07652640342712402, |
|
"eval_rouge1": 0.4066218577182069, |
|
"eval_rouge2": 0.1797711825940213, |
|
"eval_rougeL": 0.4024533186612807, |
|
"eval_runtime": 302.5488, |
|
"eval_samples_per_second": 17.782, |
|
"eval_steps_per_second": 2.224, |
|
"step": 10716 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.1600717157125473, |
|
"learning_rate": 3.785324039186134e-05, |
|
"loss": 0.0681, |
|
"step": 13395 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_bleu": 0.088003678878398, |
|
"eval_loss": 0.07556667178869247, |
|
"eval_rouge1": 0.42424169752606233, |
|
"eval_rouge2": 0.19635936454770994, |
|
"eval_rougeL": 0.42040996405014475, |
|
"eval_runtime": 119.8742, |
|
"eval_samples_per_second": 44.88, |
|
"eval_steps_per_second": 5.614, |
|
"step": 13395 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.17717573046684265, |
|
"learning_rate": 3.532969103240392e-05, |
|
"loss": 0.0632, |
|
"step": 16074 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_bleu": 0.09284298963391195, |
|
"eval_loss": 0.07523266971111298, |
|
"eval_rouge1": 0.434313103224844, |
|
"eval_rouge2": 0.2043067195259623, |
|
"eval_rougeL": 0.430449964990971, |
|
"eval_runtime": 119.9224, |
|
"eval_samples_per_second": 44.862, |
|
"eval_steps_per_second": 5.612, |
|
"step": 16074 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.20939625799655914, |
|
"learning_rate": 3.28061416729465e-05, |
|
"loss": 0.059, |
|
"step": 18753 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_bleu": 0.09955364884197439, |
|
"eval_loss": 0.07554977387189865, |
|
"eval_rouge1": 0.4438832318000667, |
|
"eval_rouge2": 0.21524219506914244, |
|
"eval_rougeL": 0.44011453518152965, |
|
"eval_runtime": 119.8903, |
|
"eval_samples_per_second": 44.874, |
|
"eval_steps_per_second": 5.613, |
|
"step": 18753 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.18116699159145355, |
|
"learning_rate": 3.028259231348907e-05, |
|
"loss": 0.0552, |
|
"step": 21432 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_bleu": 0.10150066662504155, |
|
"eval_loss": 0.07605580985546112, |
|
"eval_rouge1": 0.45000685735983936, |
|
"eval_rouge2": 0.2217308384368585, |
|
"eval_rougeL": 0.44629486754481273, |
|
"eval_runtime": 180.8168, |
|
"eval_samples_per_second": 29.754, |
|
"eval_steps_per_second": 3.722, |
|
"step": 21432 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 0.20604003965854645, |
|
"learning_rate": 2.775904295403165e-05, |
|
"loss": 0.0517, |
|
"step": 24111 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_bleu": 0.10504101584036675, |
|
"eval_loss": 0.07660207897424698, |
|
"eval_rouge1": 0.4527224851378999, |
|
"eval_rouge2": 0.2249827236829457, |
|
"eval_rougeL": 0.44886876248725205, |
|
"eval_runtime": 241.7568, |
|
"eval_samples_per_second": 22.254, |
|
"eval_steps_per_second": 2.784, |
|
"step": 24111 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.17469635605812073, |
|
"learning_rate": 2.523549359457423e-05, |
|
"loss": 0.0486, |
|
"step": 26790 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_bleu": 0.10926649986209491, |
|
"eval_loss": 0.07839509844779968, |
|
"eval_rouge1": 0.4612349211854463, |
|
"eval_rouge2": 0.23378642120255436, |
|
"eval_rougeL": 0.457790117200362, |
|
"eval_runtime": 180.2876, |
|
"eval_samples_per_second": 29.841, |
|
"eval_steps_per_second": 3.733, |
|
"step": 26790 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 0.19318881630897522, |
|
"learning_rate": 2.2711944235116806e-05, |
|
"loss": 0.0458, |
|
"step": 29469 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_bleu": 0.11121120716108289, |
|
"eval_loss": 0.07983218133449554, |
|
"eval_rouge1": 0.4633689566450456, |
|
"eval_rouge2": 0.2356348733383184, |
|
"eval_rougeL": 0.4600017445894788, |
|
"eval_runtime": 242.0184, |
|
"eval_samples_per_second": 22.23, |
|
"eval_steps_per_second": 2.781, |
|
"step": 29469 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"step": 29469, |
|
"total_flos": 1.23182992982016e+17, |
|
"train_loss": 0.09744292338859069, |
|
"train_runtime": 17256.5383, |
|
"train_samples_per_second": 24.836, |
|
"train_steps_per_second": 3.105 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 53580, |
|
"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": 1.23182992982016e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|