| { |
| "best_metric": 0.24114194512367249, |
| "best_model_checkpoint": "spa_XLM-R/checkpoint-5376", |
| "epoch": 7.0, |
| "global_step": 6272, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.56, |
| "learning_rate": 1.988839285714286e-05, |
| "loss": 1.1371, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9048716064584037, |
| "eval_f1": 0.7243551088777219, |
| "eval_loss": 0.3775480389595032, |
| "eval_precision": 0.7339443312966735, |
| "eval_recall": 0.7150132275132275, |
| "eval_runtime": 6.0582, |
| "eval_samples_per_second": 273.02, |
| "eval_steps_per_second": 17.167, |
| "step": 896 |
| }, |
| { |
| "epoch": 1.12, |
| "learning_rate": 1.9776785714285716e-05, |
| "loss": 0.4693, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.67, |
| "learning_rate": 1.9665178571428575e-05, |
| "loss": 0.3471, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9221297638670983, |
| "eval_f1": 0.777262180974478, |
| "eval_loss": 0.2830303907394409, |
| "eval_precision": 0.7790697674418605, |
| "eval_recall": 0.7754629629629629, |
| "eval_runtime": 6.1806, |
| "eval_samples_per_second": 267.611, |
| "eval_steps_per_second": 16.827, |
| "step": 1792 |
| }, |
| { |
| "epoch": 2.23, |
| "learning_rate": 1.955357142857143e-05, |
| "loss": 0.2956, |
| "step": 2000 |
| }, |
| { |
| "epoch": 2.79, |
| "learning_rate": 1.944196428571429e-05, |
| "loss": 0.2577, |
| "step": 2500 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9305503147776697, |
| "eval_f1": 0.804476281649226, |
| "eval_loss": 0.25689932703971863, |
| "eval_precision": 0.803071244974626, |
| "eval_recall": 0.8058862433862434, |
| "eval_runtime": 6.3829, |
| "eval_samples_per_second": 259.131, |
| "eval_steps_per_second": 16.294, |
| "step": 2688 |
| }, |
| { |
| "epoch": 3.35, |
| "learning_rate": 1.9330357142857144e-05, |
| "loss": 0.2208, |
| "step": 3000 |
| }, |
| { |
| "epoch": 3.91, |
| "learning_rate": 1.9218750000000003e-05, |
| "loss": 0.2027, |
| "step": 3500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9369451671201319, |
| "eval_f1": 0.8246549041676321, |
| "eval_loss": 0.24307304620742798, |
| "eval_precision": 0.825502021340049, |
| "eval_recall": 0.8238095238095238, |
| "eval_runtime": 6.3445, |
| "eval_samples_per_second": 260.7, |
| "eval_steps_per_second": 16.392, |
| "step": 3584 |
| }, |
| { |
| "epoch": 4.46, |
| "learning_rate": 1.910714285714286e-05, |
| "loss": 0.1789, |
| "step": 4000 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9379977359839533, |
| "eval_f1": 0.8279601891346758, |
| "eval_loss": 0.24357271194458008, |
| "eval_precision": 0.8278780665211929, |
| "eval_recall": 0.828042328042328, |
| "eval_runtime": 6.293, |
| "eval_samples_per_second": 262.831, |
| "eval_steps_per_second": 16.526, |
| "step": 4480 |
| }, |
| { |
| "epoch": 5.02, |
| "learning_rate": 1.8995535714285717e-05, |
| "loss": 0.1675, |
| "step": 4500 |
| }, |
| { |
| "epoch": 5.58, |
| "learning_rate": 1.8883928571428573e-05, |
| "loss": 0.1444, |
| "step": 5000 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.9377594185053522, |
| "eval_f1": 0.8251822398939694, |
| "eval_loss": 0.24114194512367249, |
| "eval_precision": 0.8268260292164674, |
| "eval_recall": 0.8235449735449736, |
| "eval_runtime": 6.2867, |
| "eval_samples_per_second": 263.095, |
| "eval_steps_per_second": 16.543, |
| "step": 5376 |
| }, |
| { |
| "epoch": 6.14, |
| "learning_rate": 1.8772321428571428e-05, |
| "loss": 0.142, |
| "step": 5500 |
| }, |
| { |
| "epoch": 6.7, |
| "learning_rate": 1.8660714285714287e-05, |
| "loss": 0.1281, |
| "step": 6000 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.9338073203185511, |
| "eval_f1": 0.8128755364806866, |
| "eval_loss": 0.2639632821083069, |
| "eval_precision": 0.8115359261700725, |
| "eval_recall": 0.8142195767195767, |
| "eval_runtime": 6.1519, |
| "eval_samples_per_second": 268.861, |
| "eval_steps_per_second": 16.905, |
| "step": 6272 |
| } |
| ], |
| "max_steps": 89600, |
| "num_train_epochs": 100, |
| "total_flos": 4856704636063104.0, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
