res_nw_yem / trainer_state.json
nlparabic's picture
End of training
7e84a34 verified
raw
history blame
No virus
9.59 kB
{
"best_metric": 0.47202983498573303,
"best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_yem/checkpoint-918",
"epoch": 16.0,
"eval_steps": 500,
"global_step": 2448,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 43.000205993652344,
"learning_rate": 1.53e-05,
"loss": 7.8314,
"step": 153
},
{
"epoch": 1.0,
"eval_bleu": 0.010356123410675664,
"eval_loss": 2.359743595123291,
"eval_rouge1": 0.09828786255795381,
"eval_rouge2": 0.0018177296310952823,
"eval_rougeL": 0.09639405964210626,
"eval_runtime": 1.1837,
"eval_samples_per_second": 256.818,
"eval_steps_per_second": 32.102,
"step": 153
},
{
"epoch": 2.0,
"grad_norm": 1.3453600406646729,
"learning_rate": 3.06e-05,
"loss": 0.9995,
"step": 306
},
{
"epoch": 2.0,
"eval_bleu": 0.11609954154539694,
"eval_loss": 0.5537932515144348,
"eval_rouge1": 0.47363801342590006,
"eval_rouge2": 0.18538347478382655,
"eval_rougeL": 0.4727595492611425,
"eval_runtime": 9.2767,
"eval_samples_per_second": 32.77,
"eval_steps_per_second": 4.096,
"step": 306
},
{
"epoch": 3.0,
"grad_norm": 1.2846729755401611,
"learning_rate": 4.5900000000000004e-05,
"loss": 0.4848,
"step": 459
},
{
"epoch": 3.0,
"eval_bleu": 0.14721751205352876,
"eval_loss": 0.5034472942352295,
"eval_rouge1": 0.500839694175635,
"eval_rouge2": 0.21735831386751384,
"eval_rougeL": 0.5001625449149274,
"eval_runtime": 10.2581,
"eval_samples_per_second": 29.635,
"eval_steps_per_second": 3.704,
"step": 459
},
{
"epoch": 4.0,
"grad_norm": 1.2576143741607666,
"learning_rate": 4.7812500000000003e-05,
"loss": 0.3823,
"step": 612
},
{
"epoch": 4.0,
"eval_bleu": 0.1911807573581778,
"eval_loss": 0.4827471375465393,
"eval_rouge1": 0.5330693017126298,
"eval_rouge2": 0.27439720992270494,
"eval_rougeL": 0.531424425624079,
"eval_runtime": 5.4191,
"eval_samples_per_second": 56.098,
"eval_steps_per_second": 7.012,
"step": 612
},
{
"epoch": 5.0,
"grad_norm": 1.7599295377731323,
"learning_rate": 4.482421875e-05,
"loss": 0.293,
"step": 765
},
{
"epoch": 5.0,
"eval_bleu": 0.20959557277319146,
"eval_loss": 0.4732062816619873,
"eval_rouge1": 0.5619100572084703,
"eval_rouge2": 0.30991934212678557,
"eval_rougeL": 0.5587085347101918,
"eval_runtime": 2.8763,
"eval_samples_per_second": 105.69,
"eval_steps_per_second": 13.211,
"step": 765
},
{
"epoch": 6.0,
"grad_norm": 1.4758834838867188,
"learning_rate": 4.18359375e-05,
"loss": 0.2239,
"step": 918
},
{
"epoch": 6.0,
"eval_bleu": 0.22970619705356748,
"eval_loss": 0.47202983498573303,
"eval_rouge1": 0.5777164933812552,
"eval_rouge2": 0.33405816844574837,
"eval_rougeL": 0.5758449342460217,
"eval_runtime": 1.7018,
"eval_samples_per_second": 178.629,
"eval_steps_per_second": 22.329,
"step": 918
},
{
"epoch": 7.0,
"grad_norm": 1.1557574272155762,
"learning_rate": 3.884765625e-05,
"loss": 0.1766,
"step": 1071
},
{
"epoch": 7.0,
"eval_bleu": 0.23015149161791434,
"eval_loss": 0.47373390197753906,
"eval_rouge1": 0.588487328464713,
"eval_rouge2": 0.3467647604638442,
"eval_rougeL": 0.5872191002290259,
"eval_runtime": 19.3271,
"eval_samples_per_second": 15.729,
"eval_steps_per_second": 1.966,
"step": 1071
},
{
"epoch": 8.0,
"grad_norm": 1.236377477645874,
"learning_rate": 3.5859375e-05,
"loss": 0.1434,
"step": 1224
},
{
"epoch": 8.0,
"eval_bleu": 0.24506232565608202,
"eval_loss": 0.47583380341529846,
"eval_rouge1": 0.5938395263674476,
"eval_rouge2": 0.3647516376509473,
"eval_rougeL": 0.5903133777624114,
"eval_runtime": 12.6597,
"eval_samples_per_second": 24.013,
"eval_steps_per_second": 3.002,
"step": 1224
},
{
"epoch": 9.0,
"grad_norm": 1.2275965213775635,
"learning_rate": 3.287109375e-05,
"loss": 0.1202,
"step": 1377
},
{
"epoch": 9.0,
"eval_bleu": 0.2508515461433435,
"eval_loss": 0.4827924072742462,
"eval_rouge1": 0.6046956358537867,
"eval_rouge2": 0.3682856780453533,
"eval_rougeL": 0.6015063720236549,
"eval_runtime": 30.4628,
"eval_samples_per_second": 9.979,
"eval_steps_per_second": 1.247,
"step": 1377
},
{
"epoch": 10.0,
"grad_norm": 0.9903411865234375,
"learning_rate": 2.9882812500000002e-05,
"loss": 0.1042,
"step": 1530
},
{
"epoch": 10.0,
"eval_bleu": 0.24386094085391116,
"eval_loss": 0.4852388799190521,
"eval_rouge1": 0.5980129828644593,
"eval_rouge2": 0.3703776134768108,
"eval_rougeL": 0.5951273362785527,
"eval_runtime": 23.4553,
"eval_samples_per_second": 12.961,
"eval_steps_per_second": 1.62,
"step": 1530
},
{
"epoch": 11.0,
"grad_norm": 1.104041337966919,
"learning_rate": 2.689453125e-05,
"loss": 0.0955,
"step": 1683
},
{
"epoch": 11.0,
"eval_bleu": 0.25597221159625966,
"eval_loss": 0.4884573221206665,
"eval_rouge1": 0.6115922153776887,
"eval_rouge2": 0.37952408975600893,
"eval_rougeL": 0.6085537919616412,
"eval_runtime": 1.297,
"eval_samples_per_second": 234.387,
"eval_steps_per_second": 29.298,
"step": 1683
},
{
"epoch": 12.0,
"grad_norm": 0.6220578551292419,
"learning_rate": 2.3906250000000002e-05,
"loss": 0.0875,
"step": 1836
},
{
"epoch": 12.0,
"eval_bleu": 0.25506926105311084,
"eval_loss": 0.4913596212863922,
"eval_rouge1": 0.6097696683692526,
"eval_rouge2": 0.38019766139150524,
"eval_rougeL": 0.6055686891522601,
"eval_runtime": 2.0886,
"eval_samples_per_second": 145.549,
"eval_steps_per_second": 18.194,
"step": 1836
},
{
"epoch": 13.0,
"grad_norm": 0.7318098545074463,
"learning_rate": 2.091796875e-05,
"loss": 0.0825,
"step": 1989
},
{
"epoch": 13.0,
"eval_bleu": 0.26272086017465046,
"eval_loss": 0.4981193542480469,
"eval_rouge1": 0.6144877321856528,
"eval_rouge2": 0.3872195934378641,
"eval_rougeL": 0.6108120100650027,
"eval_runtime": 1.1422,
"eval_samples_per_second": 266.148,
"eval_steps_per_second": 33.268,
"step": 1989
},
{
"epoch": 14.0,
"grad_norm": 0.794402539730072,
"learning_rate": 1.79296875e-05,
"loss": 0.0787,
"step": 2142
},
{
"epoch": 14.0,
"eval_bleu": 0.25895474712357536,
"eval_loss": 0.5004830360412598,
"eval_rouge1": 0.6138305476317043,
"eval_rouge2": 0.3796550798534031,
"eval_rougeL": 0.6100541920692137,
"eval_runtime": 1.1033,
"eval_samples_per_second": 275.529,
"eval_steps_per_second": 34.441,
"step": 2142
},
{
"epoch": 15.0,
"grad_norm": 0.7674385905265808,
"learning_rate": 1.4941406250000001e-05,
"loss": 0.0757,
"step": 2295
},
{
"epoch": 15.0,
"eval_bleu": 0.2632177488955002,
"eval_loss": 0.5019999146461487,
"eval_rouge1": 0.6170590027553351,
"eval_rouge2": 0.3850023586523127,
"eval_rougeL": 0.6140574753716048,
"eval_runtime": 4.8266,
"eval_samples_per_second": 62.985,
"eval_steps_per_second": 7.873,
"step": 2295
},
{
"epoch": 16.0,
"grad_norm": 0.7136771082878113,
"learning_rate": 1.1953125000000001e-05,
"loss": 0.074,
"step": 2448
},
{
"epoch": 16.0,
"eval_bleu": 0.25943804422988964,
"eval_loss": 0.5049206018447876,
"eval_rouge1": 0.6161012779292924,
"eval_rouge2": 0.3828890396119353,
"eval_rougeL": 0.6124852816095869,
"eval_runtime": 1.0975,
"eval_samples_per_second": 276.998,
"eval_steps_per_second": 34.625,
"step": 2448
},
{
"epoch": 16.0,
"step": 2448,
"total_flos": 1275105116160000.0,
"train_loss": 0.024901744976542354,
"train_runtime": 209.6658,
"train_samples_per_second": 116.376,
"train_steps_per_second": 14.595
}
],
"logging_steps": 500,
"max_steps": 3060,
"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": 1275105116160000.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}