|
{ |
|
"best_metric": 41.2618, |
|
"best_model_checkpoint": "checkpoint/kobigbirdbart_tapt_ep3_bs16_pre_noam_LB/checkpoint-34340", |
|
"epoch": 2.9999708802888674, |
|
"global_step": 51510, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 0.0001, |
|
"loss": 4.0417, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 7.072834474681765e-05, |
|
"loss": 3.6688, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 5.775426231077362e-05, |
|
"loss": 3.5243, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 5.001874180112048e-05, |
|
"loss": 3.4178, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 4.473924094197383e-05, |
|
"loss": 3.367, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 4.084183301607125e-05, |
|
"loss": 3.3013, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 3.7812639995975144e-05, |
|
"loss": 3.2593, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 3.537080170562066e-05, |
|
"loss": 3.212, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 3.3348143212252787e-05, |
|
"loss": 3.1631, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 3.16370022285456e-05, |
|
"loss": 3.1368, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 3.0164835160286395e-05, |
|
"loss": 3.106, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 2.8880740270466042e-05, |
|
"loss": 3.0851, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 2.774780664821333e-05, |
|
"loss": 3.0639, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 2.6738528983830193e-05, |
|
"loss": 3.0412, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 2.583193464319257e-05, |
|
"loss": 3.0153, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 2.5011715272671623e-05, |
|
"loss": 2.9905, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 2.426497258953522e-05, |
|
"loss": 2.9887, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_gen_len": 20.0, |
|
"eval_loss": 3.2666966915130615, |
|
"eval_rouge1": 43.6697, |
|
"eval_rouge2": 28.3814, |
|
"eval_rougeL": 40.2632, |
|
"eval_rougeLsum": 40.2565, |
|
"eval_runtime": 2924.633, |
|
"eval_samples_per_second": 31.314, |
|
"eval_steps_per_second": 1.957, |
|
"step": 17170 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 2.3581353179274502e-05, |
|
"loss": 2.7893, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 2.2952437303925296e-05, |
|
"loss": 2.724, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 2.2371298045736806e-05, |
|
"loss": 2.722, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 2.183217738419129e-05, |
|
"loss": 2.7157, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 2.1330244234932196e-05, |
|
"loss": 2.7097, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 2.0861411017276734e-05, |
|
"loss": 2.6939, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 2.0422192722261335e-05, |
|
"loss": 2.7026, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 2.0009597313304793e-05, |
|
"loss": 2.6871, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.9621039546293084e-05, |
|
"loss": 2.6776, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 1.925427251574924e-05, |
|
"loss": 2.6799, |
|
"step": 27000 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.8907332773261164e-05, |
|
"loss": 2.6613, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.8578495948447844e-05, |
|
"loss": 2.6756, |
|
"step": 29000 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 1.8266240576954328e-05, |
|
"loss": 2.6459, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 1.796921840006843e-05, |
|
"loss": 2.6352, |
|
"step": 31000 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.768622981064213e-05, |
|
"loss": 2.6379, |
|
"step": 32000 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.7416203423613194e-05, |
|
"loss": 2.6138, |
|
"step": 33000 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.7158178976540783e-05, |
|
"loss": 2.6193, |
|
"step": 34000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_gen_len": 20.0, |
|
"eval_loss": 3.2624921798706055, |
|
"eval_rouge1": 44.7484, |
|
"eval_rouge2": 29.1819, |
|
"eval_rougeL": 41.2553, |
|
"eval_rougeLsum": 41.2618, |
|
"eval_runtime": 2925.4113, |
|
"eval_samples_per_second": 31.306, |
|
"eval_steps_per_second": 1.957, |
|
"step": 34340 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.6911292937114278e-05, |
|
"loss": 2.5111, |
|
"step": 35000 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 1.6674766325339214e-05, |
|
"loss": 2.4361, |
|
"step": 36000 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.644789435859962e-05, |
|
"loss": 2.4523, |
|
"step": 37000 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 1.6230037605656824e-05, |
|
"loss": 2.4485, |
|
"step": 38000 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.6020614396421562e-05, |
|
"loss": 2.443, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.58190942821137e-05, |
|
"loss": 2.4408, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 1.562499237823282e-05, |
|
"loss": 2.4376, |
|
"step": 41000 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.5437864452872526e-05, |
|
"loss": 2.4237, |
|
"step": 42000 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.5257302647033036e-05, |
|
"loss": 2.4302, |
|
"step": 43000 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.508293173302068e-05, |
|
"loss": 2.4272, |
|
"step": 44000 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 1.4914405832764997e-05, |
|
"loss": 2.4191, |
|
"step": 45000 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.4751405530700888e-05, |
|
"loss": 2.415, |
|
"step": 46000 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 1.4593635326349197e-05, |
|
"loss": 2.4139, |
|
"step": 47000 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 1.4440821380348212e-05, |
|
"loss": 2.409, |
|
"step": 48000 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 1.4292709514804612e-05, |
|
"loss": 2.4043, |
|
"step": 49000 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.4149063434732295e-05, |
|
"loss": 2.3984, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 1.4009663142259388e-05, |
|
"loss": 2.4011, |
|
"step": 51000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_gen_len": 20.0, |
|
"eval_loss": 3.302915573120117, |
|
"eval_rouge1": 44.3235, |
|
"eval_rouge2": 28.8361, |
|
"eval_rougeL": 40.7694, |
|
"eval_rougeLsum": 40.7674, |
|
"eval_runtime": 2928.7847, |
|
"eval_samples_per_second": 31.27, |
|
"eval_steps_per_second": 1.954, |
|
"step": 51510 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 51510, |
|
"total_flos": 3.55488261007809e+17, |
|
"train_loss": 2.7859744007345357, |
|
"train_runtime": 40305.1206, |
|
"train_samples_per_second": 20.449, |
|
"train_steps_per_second": 1.278 |
|
} |
|
], |
|
"max_steps": 51510, |
|
"num_train_epochs": 3, |
|
"total_flos": 3.55488261007809e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|