|
{ |
|
"best_metric": 82.213, |
|
"best_model_checkpoint": "/uoa/home/s02sd1/Desktop/Project data/pytorch_project/pegasus_26.04/checkpoint-5000", |
|
"epoch": 95.23809523809524, |
|
"global_step": 8000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 5.95, |
|
"learning_rate": 2.8214285714285713e-06, |
|
"loss": 0.1312, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 11.9, |
|
"learning_rate": 2.642857142857143e-06, |
|
"loss": 0.046, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 11.9, |
|
"eval_gen_len": 189.9754, |
|
"eval_loss": 0.0635865107178688, |
|
"eval_rouge1": 81.7351, |
|
"eval_rouge2": 74.9502, |
|
"eval_rougeL": 65.0568, |
|
"eval_rougeLsum": 65.0619, |
|
"eval_runtime": 16215.7902, |
|
"eval_samples_per_second": 0.013, |
|
"eval_steps_per_second": 0.001, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 17.86, |
|
"learning_rate": 2.4642857142857143e-06, |
|
"loss": 0.0227, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 23.81, |
|
"learning_rate": 2.2857142857142856e-06, |
|
"loss": 0.0126, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 23.81, |
|
"eval_gen_len": 208.1773, |
|
"eval_loss": 0.061119239777326584, |
|
"eval_rouge1": 82.8965, |
|
"eval_rouge2": 76.972, |
|
"eval_rougeL": 70.043, |
|
"eval_rougeLsum": 70.3743, |
|
"eval_runtime": 2572.7511, |
|
"eval_samples_per_second": 0.079, |
|
"eval_steps_per_second": 0.004, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 29.76, |
|
"learning_rate": 2.1071428571428572e-06, |
|
"loss": 0.0072, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 35.71, |
|
"learning_rate": 1.928571428571429e-06, |
|
"loss": 0.0048, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 35.71, |
|
"eval_gen_len": 206.1478, |
|
"eval_loss": 0.07027211785316467, |
|
"eval_rouge1": 84.3357, |
|
"eval_rouge2": 79.2414, |
|
"eval_rougeL": 72.9218, |
|
"eval_rougeLsum": 73.2212, |
|
"eval_runtime": 2652.223, |
|
"eval_samples_per_second": 0.077, |
|
"eval_steps_per_second": 0.004, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 41.67, |
|
"learning_rate": 1.7500000000000002e-06, |
|
"loss": 0.0033, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 47.62, |
|
"learning_rate": 1.5714285714285714e-06, |
|
"loss": 0.0025, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 47.62, |
|
"eval_gen_len": 210.4483, |
|
"eval_loss": 0.06871643662452698, |
|
"eval_rouge1": 83.8269, |
|
"eval_rouge2": 78.3266, |
|
"eval_rougeL": 72.7844, |
|
"eval_rougeLsum": 73.1385, |
|
"eval_runtime": 2371.8896, |
|
"eval_samples_per_second": 0.086, |
|
"eval_steps_per_second": 0.005, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 53.57, |
|
"learning_rate": 1.392857142857143e-06, |
|
"loss": 0.0018, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 59.52, |
|
"learning_rate": 1.2142857142857144e-06, |
|
"loss": 0.0016, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 59.52, |
|
"eval_gen_len": 199.7389, |
|
"eval_loss": 0.07927948236465454, |
|
"eval_rouge1": 86.8825, |
|
"eval_rouge2": 82.213, |
|
"eval_rougeL": 77.2112, |
|
"eval_rougeLsum": 77.4106, |
|
"eval_runtime": 2398.724, |
|
"eval_samples_per_second": 0.085, |
|
"eval_steps_per_second": 0.005, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 65.48, |
|
"learning_rate": 1.0357142857142857e-06, |
|
"loss": 0.0012, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 71.43, |
|
"learning_rate": 8.571428571428571e-07, |
|
"loss": 0.001, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 71.43, |
|
"eval_gen_len": 202.665, |
|
"eval_loss": 0.08206681907176971, |
|
"eval_rouge1": 86.0452, |
|
"eval_rouge2": 81.3296, |
|
"eval_rougeL": 75.9829, |
|
"eval_rougeLsum": 76.3571, |
|
"eval_runtime": 2447.0707, |
|
"eval_samples_per_second": 0.083, |
|
"eval_steps_per_second": 0.004, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 77.38, |
|
"learning_rate": 6.785714285714286e-07, |
|
"loss": 0.0009, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 83.33, |
|
"learning_rate": 5e-07, |
|
"loss": 0.0008, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 83.33, |
|
"eval_gen_len": 205.0788, |
|
"eval_loss": 0.08218137919902802, |
|
"eval_rouge1": 85.9623, |
|
"eval_rouge2": 81.1543, |
|
"eval_rougeL": 76.8811, |
|
"eval_rougeLsum": 77.0526, |
|
"eval_runtime": 2415.0035, |
|
"eval_samples_per_second": 0.084, |
|
"eval_steps_per_second": 0.005, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 89.29, |
|
"learning_rate": 3.214285714285714e-07, |
|
"loss": 0.0007, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 95.24, |
|
"learning_rate": 1.4285714285714285e-07, |
|
"loss": 0.0006, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 95.24, |
|
"eval_gen_len": 206.7488, |
|
"eval_loss": 0.07930376380681992, |
|
"eval_rouge1": 85.5313, |
|
"eval_rouge2": 80.6524, |
|
"eval_rougeL": 75.6534, |
|
"eval_rougeLsum": 75.8372, |
|
"eval_runtime": 2606.6221, |
|
"eval_samples_per_second": 0.078, |
|
"eval_steps_per_second": 0.004, |
|
"step": 8000 |
|
} |
|
], |
|
"max_steps": 8400, |
|
"num_train_epochs": 100, |
|
"total_flos": 1.1606068796537242e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|