| { | |
| "best_metric": 77.48501965183796, | |
| "best_model_checkpoint": "/data/jcanete/all_results/tar/beto_cased/epochs_2_bs_32_lr_5e-5/checkpoint-5100", | |
| "epoch": 2.0, | |
| "global_step": 5486, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.11, | |
| "eval_exact_match": 50.879848628193, | |
| "eval_f1": 69.30387024901542, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 4.546117389719285e-05, | |
| "loss": 2.1254, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "eval_exact_match": 54.512771996215704, | |
| "eval_f1": 71.89755492209031, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "eval_exact_match": 55.96972563859981, | |
| "eval_f1": 73.46469051491528, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 4.090411957710536e-05, | |
| "loss": 1.7294, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "eval_exact_match": 56.60359508041627, | |
| "eval_f1": 73.90716618298387, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 3.6347065257017864e-05, | |
| "loss": 1.6464, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "eval_exact_match": 56.773888363292336, | |
| "eval_f1": 74.46721951870393, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "eval_exact_match": 57.95648060548723, | |
| "eval_f1": 75.61075089328189, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 3.179001093693037e-05, | |
| "loss": 1.5901, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "eval_exact_match": 58.240302743614, | |
| "eval_f1": 75.51663308469975, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "eval_exact_match": 59.55534531693472, | |
| "eval_f1": 76.61330921600383, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 2.7232956616842875e-05, | |
| "loss": 1.5281, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "eval_exact_match": 59.94323557237465, | |
| "eval_f1": 76.49598618587426, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 2.2675902296755377e-05, | |
| "loss": 1.3384, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "eval_exact_match": 58.99716177861873, | |
| "eval_f1": 76.52241925728033, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "eval_exact_match": 59.38505203405866, | |
| "eval_f1": 76.35485242703709, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 1.8118847976667883e-05, | |
| "loss": 1.1384, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "eval_exact_match": 59.66887417218543, | |
| "eval_f1": 76.86602160252082, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "eval_exact_match": 60.3689687795648, | |
| "eval_f1": 76.98844667865373, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 1.3561793656580388e-05, | |
| "loss": 1.1451, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "eval_exact_match": 60.3689687795648, | |
| "eval_f1": 77.01614995652554, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 9.013853445133066e-06, | |
| "loss": 1.1248, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "eval_exact_match": 60.53926206244087, | |
| "eval_f1": 77.22917143472323, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "eval_exact_match": 60.68117313150426, | |
| "eval_f1": 77.3287559059371, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 4.456799125045571e-06, | |
| "loss": 1.0917, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "eval_exact_match": 61.00283822138127, | |
| "eval_f1": 77.48501965183796, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "eval_exact_match": 61.031220435193944, | |
| "eval_f1": 77.37778335318785, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "step": 5486, | |
| "total_flos": 3.4090493726506464e+16, | |
| "train_loss": 1.41421453160958, | |
| "train_runtime": 7497.7066, | |
| "train_samples_per_second": 23.407, | |
| "train_steps_per_second": 0.732 | |
| } | |
| ], | |
| "max_steps": 5486, | |
| "num_train_epochs": 2, | |
| "total_flos": 3.4090493726506464e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |