res_nw_eg / trainer_state.json
nlparabic's picture
End of training
6061ab0 verified
raw
history blame contribute delete
No virus
6.01 kB
{
"best_metric": 0.7315686941146851,
"best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_eg/checkpoint-28428",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 63963,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.742945671081543,
"learning_rate": 4.7667678621858235e-05,
"loss": 1.1436,
"step": 7107
},
{
"epoch": 1.0,
"eval_bleu": 0.1900415894207328,
"eval_loss": 0.8277140259742737,
"eval_rouge1": 0.5211536867388353,
"eval_rouge2": 0.2576275131704426,
"eval_rougeL": 0.5169189427573101,
"eval_runtime": 204.5959,
"eval_samples_per_second": 69.464,
"eval_steps_per_second": 8.685,
"step": 7107
},
{
"epoch": 2.0,
"grad_norm": 3.031801223754883,
"learning_rate": 4.515885343123411e-05,
"loss": 0.7508,
"step": 14214
},
{
"epoch": 2.0,
"eval_bleu": 0.22138684401610842,
"eval_loss": 0.7543078064918518,
"eval_rouge1": 0.5674397247471176,
"eval_rouge2": 0.3108337383535441,
"eval_rougeL": 0.5636106781794015,
"eval_runtime": 171.1246,
"eval_samples_per_second": 83.051,
"eval_steps_per_second": 10.384,
"step": 14214
},
{
"epoch": 3.0,
"grad_norm": 1.8590487241744995,
"learning_rate": 4.265002824061e-05,
"loss": 0.6471,
"step": 21321
},
{
"epoch": 3.0,
"eval_bleu": 0.2374960454489342,
"eval_loss": 0.7337948083877563,
"eval_rouge1": 0.5880985827608463,
"eval_rouge2": 0.33558513842625187,
"eval_rougeL": 0.5844518671510625,
"eval_runtime": 68.7002,
"eval_samples_per_second": 206.87,
"eval_steps_per_second": 25.866,
"step": 21321
},
{
"epoch": 4.0,
"grad_norm": 1.3944027423858643,
"learning_rate": 4.0141203049985884e-05,
"loss": 0.5713,
"step": 28428
},
{
"epoch": 4.0,
"eval_bleu": 0.24587227576979195,
"eval_loss": 0.7315686941146851,
"eval_rouge1": 0.6017197427075045,
"eval_rouge2": 0.3518746485163118,
"eval_rougeL": 0.5982542515796094,
"eval_runtime": 62.0721,
"eval_samples_per_second": 228.959,
"eval_steps_per_second": 28.628,
"step": 28428
},
{
"epoch": 5.0,
"grad_norm": 2.199220657348633,
"learning_rate": 3.763237785936176e-05,
"loss": 0.5097,
"step": 35535
},
{
"epoch": 5.0,
"eval_bleu": 0.24748155317226092,
"eval_loss": 0.7390380501747131,
"eval_rouge1": 0.6058102682046419,
"eval_rouge2": 0.357170685615976,
"eval_rougeL": 0.6021635755679425,
"eval_runtime": 67.8747,
"eval_samples_per_second": 209.386,
"eval_steps_per_second": 26.181,
"step": 35535
},
{
"epoch": 6.0,
"grad_norm": 2.055725574493408,
"learning_rate": 3.512355266873765e-05,
"loss": 0.4573,
"step": 42642
},
{
"epoch": 6.0,
"eval_bleu": 0.25030630377831276,
"eval_loss": 0.748293399810791,
"eval_rouge1": 0.6103116816448397,
"eval_rouge2": 0.361846050958361,
"eval_rougeL": 0.6066395364597333,
"eval_runtime": 56.4418,
"eval_samples_per_second": 251.799,
"eval_steps_per_second": 31.484,
"step": 42642
},
{
"epoch": 7.0,
"grad_norm": 1.6595733165740967,
"learning_rate": 3.2614727478113526e-05,
"loss": 0.4118,
"step": 49749
},
{
"epoch": 7.0,
"eval_bleu": 0.2494244558337241,
"eval_loss": 0.7635838389396667,
"eval_rouge1": 0.610621109140437,
"eval_rouge2": 0.3633959713058441,
"eval_rougeL": 0.6069537363647842,
"eval_runtime": 173.9311,
"eval_samples_per_second": 81.711,
"eval_steps_per_second": 10.217,
"step": 49749
},
{
"epoch": 8.0,
"grad_norm": 3.863671064376831,
"learning_rate": 3.010590228748941e-05,
"loss": 0.3725,
"step": 56856
},
{
"epoch": 8.0,
"eval_bleu": 0.25065847486647275,
"eval_loss": 0.7796261310577393,
"eval_rouge1": 0.6126587801190159,
"eval_rouge2": 0.3659624175392553,
"eval_rougeL": 0.6088959046619336,
"eval_runtime": 170.86,
"eval_samples_per_second": 83.179,
"eval_steps_per_second": 10.4,
"step": 56856
},
{
"epoch": 9.0,
"grad_norm": 3.546931266784668,
"learning_rate": 2.7597077096865293e-05,
"loss": 0.3375,
"step": 63963
},
{
"epoch": 9.0,
"eval_bleu": 0.24908190761452426,
"eval_loss": 0.7973926663398743,
"eval_rouge1": 0.6111967178899901,
"eval_rouge2": 0.36536691181853787,
"eval_rougeL": 0.6074289902749841,
"eval_runtime": 173.0755,
"eval_samples_per_second": 82.114,
"eval_steps_per_second": 10.267,
"step": 63963
},
{
"epoch": 9.0,
"step": 63963,
"total_flos": 3.3423104950272e+16,
"train_loss": 0.5779510789562912,
"train_runtime": 8660.6869,
"train_samples_per_second": 131.285,
"train_steps_per_second": 16.412
}
],
"logging_steps": 500,
"max_steps": 142140,
"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": 3.3423104950272e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}