|
{ |
|
"best_metric": 0.7602559328079224, |
|
"best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_eg_03/checkpoint-14210", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 49735, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 2.4059462547302246, |
|
"learning_rate": 4.766772598870057e-05, |
|
"loss": 0.874, |
|
"step": 7105 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_bleu": 0.34333508777542915, |
|
"eval_loss": 0.7882477641105652, |
|
"eval_rouge1": 0.6159142183825631, |
|
"eval_rouge2": 0.3508423646141942, |
|
"eval_rougeL": 0.6121110717073233, |
|
"eval_runtime": 132.93, |
|
"eval_samples_per_second": 106.891, |
|
"eval_steps_per_second": 13.368, |
|
"step": 7105 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.7706522941589355, |
|
"learning_rate": 4.515889830508475e-05, |
|
"loss": 0.5689, |
|
"step": 14210 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_bleu": 0.3631689720024005, |
|
"eval_loss": 0.7602559328079224, |
|
"eval_rouge1": 0.6402930839888462, |
|
"eval_rouge2": 0.3828942418456889, |
|
"eval_rougeL": 0.6367647874361373, |
|
"eval_runtime": 219.0505, |
|
"eval_samples_per_second": 64.866, |
|
"eval_steps_per_second": 8.112, |
|
"step": 14210 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 2.4260447025299072, |
|
"learning_rate": 4.265007062146893e-05, |
|
"loss": 0.4369, |
|
"step": 21315 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_bleu": 0.36610303407947103, |
|
"eval_loss": 0.7770611643791199, |
|
"eval_rouge1": 0.6205180467810911, |
|
"eval_rouge2": 0.28726786502140805, |
|
"eval_rougeL": 0.6174286813730623, |
|
"eval_runtime": 229.3738, |
|
"eval_samples_per_second": 61.947, |
|
"eval_steps_per_second": 7.747, |
|
"step": 21315 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 4.454061031341553, |
|
"learning_rate": 4.014124293785311e-05, |
|
"loss": 0.3314, |
|
"step": 28420 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_bleu": 0.365696341752005, |
|
"eval_loss": 0.8175964951515198, |
|
"eval_rouge1": 0.6468122957416143, |
|
"eval_rouge2": 0.3918607021930349, |
|
"eval_rougeL": 0.6436111807449674, |
|
"eval_runtime": 229.5565, |
|
"eval_samples_per_second": 61.898, |
|
"eval_steps_per_second": 7.741, |
|
"step": 28420 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 2.0373406410217285, |
|
"learning_rate": 3.763241525423729e-05, |
|
"loss": 0.2518, |
|
"step": 35525 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_bleu": 0.3619747558826484, |
|
"eval_loss": 0.8583759069442749, |
|
"eval_rouge1": 0.6465870583022197, |
|
"eval_rouge2": 0.3915693838544316, |
|
"eval_rougeL": 0.6434157590310816, |
|
"eval_runtime": 139.7631, |
|
"eval_samples_per_second": 101.665, |
|
"eval_steps_per_second": 12.714, |
|
"step": 35525 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 2.6252825260162354, |
|
"learning_rate": 3.5123587570621466e-05, |
|
"loss": 0.1991, |
|
"step": 42630 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_bleu": 0.3615834909766938, |
|
"eval_loss": 0.9106101989746094, |
|
"eval_rouge1": 0.6428131756085969, |
|
"eval_rouge2": 0.38795383008457324, |
|
"eval_rougeL": 0.6396112320774026, |
|
"eval_runtime": 228.74, |
|
"eval_samples_per_second": 62.119, |
|
"eval_steps_per_second": 7.769, |
|
"step": 42630 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 1.9299352169036865, |
|
"learning_rate": 3.261475988700565e-05, |
|
"loss": 0.1678, |
|
"step": 49735 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_bleu": 0.3620025104118138, |
|
"eval_loss": 0.9511250257492065, |
|
"eval_rouge1": 0.6421476450933186, |
|
"eval_rouge2": 0.38754079327242963, |
|
"eval_rougeL": 0.6388356718753687, |
|
"eval_runtime": 228.7592, |
|
"eval_samples_per_second": 62.113, |
|
"eval_steps_per_second": 7.768, |
|
"step": 49735 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 49735, |
|
"total_flos": 9.237135717983846e+16, |
|
"train_loss": 0.40426278318054437, |
|
"train_runtime": 12413.183, |
|
"train_samples_per_second": 91.574, |
|
"train_steps_per_second": 11.448 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 142100, |
|
"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": 9.237135717983846e+16, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|