{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 76.0, "eval_steps": 500, "global_step": 988, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.766739246202633e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0758, "eval_samples_per_second": 672.473, "eval_steps_per_second": 52.743, "step": 13 }, { "epoch": 2.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.708461215661373e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0739, "eval_samples_per_second": 689.71, "eval_steps_per_second": 54.095, "step": 26 }, { "epoch": 3.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.261350891785696e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.075, "eval_samples_per_second": 679.831, "eval_steps_per_second": 53.32, "step": 39 }, { "epoch": 3.8461538461538463, "grad_norm": 0.0005477790255099535, "learning_rate": 1.924615384615385e-05, "loss": 0.0001, "step": 50 }, { "epoch": 4.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.9983246602350846e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0755, "eval_samples_per_second": 675.625, "eval_steps_per_second": 52.99, "step": 52 }, { "epoch": 5.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.7973663489101455e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0792, "eval_samples_per_second": 643.631, "eval_steps_per_second": 50.481, "step": 65 }, { "epoch": 6.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.637468085391447e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0782, "eval_samples_per_second": 652.282, "eval_steps_per_second": 51.159, "step": 78 }, { "epoch": 7.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.5053579772938974e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0805, "eval_samples_per_second": 633.305, "eval_steps_per_second": 49.671, "step": 91 }, { "epoch": 7.6923076923076925, "grad_norm": 0.0003741559630725533, "learning_rate": 1.847692307692308e-05, "loss": 0.0, "step": 100 }, { "epoch": 8.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.389792396366829e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0742, "eval_samples_per_second": 687.259, "eval_steps_per_second": 53.903, "step": 104 }, { "epoch": 9.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.2904973118565977e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0794, "eval_samples_per_second": 642.487, "eval_steps_per_second": 50.391, "step": 117 }, { "epoch": 10.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.2025779142277315e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0748, "eval_samples_per_second": 682.218, "eval_steps_per_second": 53.507, "step": 130 }, { "epoch": 11.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.126035385823343e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.076, "eval_samples_per_second": 671.112, "eval_steps_per_second": 52.636, "step": 143 }, { "epoch": 11.538461538461538, "grad_norm": 0.00027452429640106857, "learning_rate": 1.770769230769231e-05, "loss": 0.0, "step": 150 }, { "epoch": 12.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 1.0585004929453135e-05, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0754, "eval_samples_per_second": 676.83, "eval_steps_per_second": 53.085, "step": 156 }, { "epoch": 13.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 9.961702744476497e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.2793, "eval_samples_per_second": 182.586, "eval_steps_per_second": 14.32, "step": 169 }, { "epoch": 14.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 9.413349289388862e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0764, "eval_samples_per_second": 667.706, "eval_steps_per_second": 52.369, "step": 182 }, { "epoch": 15.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 8.932946002460085e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.076, "eval_samples_per_second": 671.445, "eval_steps_per_second": 52.662, "step": 195 }, { "epoch": 15.384615384615385, "grad_norm": 0.0002010212338063866, "learning_rate": 1.693846153846154e-05, "loss": 0.0, "step": 200 }, { "epoch": 16.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 8.463478479825426e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.076, "eval_samples_per_second": 671.392, "eval_steps_per_second": 52.658, "step": 208 }, { "epoch": 17.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 8.053830242715776e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0839, "eval_samples_per_second": 608.167, "eval_steps_per_second": 47.699, "step": 221 }, { "epoch": 18.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 7.682633622607682e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0742, "eval_samples_per_second": 687.463, "eval_steps_per_second": 53.919, "step": 234 }, { "epoch": 19.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 7.346277016040403e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0756, "eval_samples_per_second": 674.981, "eval_steps_per_second": 52.94, "step": 247 }, { "epoch": 19.23076923076923, "grad_norm": 0.00017087982269003987, "learning_rate": 1.6169230769230772e-05, "loss": 0.0, "step": 250 }, { "epoch": 20.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 7.011135039647343e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0764, "eval_samples_per_second": 667.716, "eval_steps_per_second": 52.37, "step": 260 }, { "epoch": 21.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 6.707206921419129e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0766, "eval_samples_per_second": 665.655, "eval_steps_per_second": 52.208, "step": 273 }, { "epoch": 22.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 6.460109489125898e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0816, "eval_samples_per_second": 624.77, "eval_steps_per_second": 49.002, "step": 286 }, { "epoch": 23.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 6.168189429445192e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0788, "eval_samples_per_second": 646.907, "eval_steps_per_second": 50.738, "step": 299 }, { "epoch": 23.076923076923077, "grad_norm": 0.0001346742210444063, "learning_rate": 1.54e-05, "loss": 0.0, "step": 300 }, { "epoch": 24.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.980409241601592e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.2365, "eval_samples_per_second": 215.673, "eval_steps_per_second": 16.916, "step": 312 }, { "epoch": 25.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.7013526202354115e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0758, "eval_samples_per_second": 672.947, "eval_steps_per_second": 52.78, "step": 325 }, { "epoch": 26.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.5516734391858336e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0754, "eval_samples_per_second": 676.203, "eval_steps_per_second": 53.036, "step": 338 }, { "epoch": 26.923076923076923, "grad_norm": 0.00011714433640008792, "learning_rate": 1.4630769230769233e-05, "loss": 0.0, "step": 350 }, { "epoch": 27.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.349874300009105e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0772, "eval_samples_per_second": 660.463, "eval_steps_per_second": 51.801, "step": 351 }, { "epoch": 28.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.1536571845645085e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0774, "eval_samples_per_second": 659.11, "eval_steps_per_second": 51.695, "step": 364 }, { "epoch": 29.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 5.008918833482312e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0797, "eval_samples_per_second": 640.166, "eval_steps_per_second": 50.209, "step": 377 }, { "epoch": 30.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.825435553357238e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0741, "eval_samples_per_second": 688.662, "eval_steps_per_second": 54.013, "step": 390 }, { "epoch": 30.76923076923077, "grad_norm": 0.000104076876596082, "learning_rate": 1.3861538461538461e-05, "loss": 0.0, "step": 400 }, { "epoch": 31.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.660724698624108e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0772, "eval_samples_per_second": 660.52, "eval_steps_per_second": 51.806, "step": 403 }, { "epoch": 32.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.554401130008046e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0779, "eval_samples_per_second": 654.388, "eval_steps_per_second": 51.325, "step": 416 }, { "epoch": 33.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.401058504299726e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.079, "eval_samples_per_second": 645.62, "eval_steps_per_second": 50.637, "step": 429 }, { "epoch": 34.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.281378551240778e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0747, "eval_samples_per_second": 682.954, "eval_steps_per_second": 53.565, "step": 442 }, { "epoch": 34.61538461538461, "grad_norm": 9.115073044085875e-05, "learning_rate": 1.3092307692307693e-05, "loss": 0.0, "step": 450 }, { "epoch": 35.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.155664555582916e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0772, "eval_samples_per_second": 660.928, "eval_steps_per_second": 51.838, "step": 455 }, { "epoch": 36.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 4.062813331984216e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0778, "eval_samples_per_second": 655.34, "eval_steps_per_second": 51.399, "step": 468 }, { "epoch": 37.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.960818958148593e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0763, "eval_samples_per_second": 668.511, "eval_steps_per_second": 52.432, "step": 481 }, { "epoch": 38.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.86090732718003e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0754, "eval_samples_per_second": 676.372, "eval_steps_per_second": 53.049, "step": 494 }, { "epoch": 38.46153846153846, "grad_norm": 8.525206794729456e-05, "learning_rate": 1.2323076923076924e-05, "loss": 0.0, "step": 500 }, { "epoch": 39.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.718094603755162e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0769, "eval_samples_per_second": 663.353, "eval_steps_per_second": 52.028, "step": 507 }, { "epoch": 40.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.6739313600264722e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.082, "eval_samples_per_second": 621.958, "eval_steps_per_second": 48.781, "step": 520 }, { "epoch": 41.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.5706143535207957e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0839, "eval_samples_per_second": 607.589, "eval_steps_per_second": 47.654, "step": 533 }, { "epoch": 42.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.473499873507535e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0781, "eval_samples_per_second": 653.089, "eval_steps_per_second": 51.223, "step": 546 }, { "epoch": 42.30769230769231, "grad_norm": 7.703923620283604e-05, "learning_rate": 1.1553846153846156e-05, "loss": 0.0, "step": 550 }, { "epoch": 43.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.4267693536094157e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0781, "eval_samples_per_second": 653.245, "eval_steps_per_second": 51.235, "step": 559 }, { "epoch": 44.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.3662902296782704e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0773, "eval_samples_per_second": 659.878, "eval_steps_per_second": 51.755, "step": 572 }, { "epoch": 45.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.2630439363856567e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0767, "eval_samples_per_second": 665.299, "eval_steps_per_second": 52.18, "step": 585 }, { "epoch": 46.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.18609454552643e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0765, "eval_samples_per_second": 666.648, "eval_steps_per_second": 52.286, "step": 598 }, { "epoch": 46.15384615384615, "grad_norm": 6.898341962369159e-05, "learning_rate": 1.0784615384615384e-05, "loss": 0.0, "step": 600 }, { "epoch": 47.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.125113380519906e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0802, "eval_samples_per_second": 635.718, "eval_steps_per_second": 49.86, "step": 611 }, { "epoch": 48.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.0880059966875706e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0811, "eval_samples_per_second": 629.003, "eval_steps_per_second": 49.334, "step": 624 }, { "epoch": 49.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 3.007978648383869e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0776, "eval_samples_per_second": 656.906, "eval_steps_per_second": 51.522, "step": 637 }, { "epoch": 50.0, "grad_norm": 6.396565004251897e-05, "learning_rate": 1.0015384615384615e-05, "loss": 0.0, "step": 650 }, { "epoch": 50.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.9140269361960236e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0867, "eval_samples_per_second": 588.503, "eval_steps_per_second": 46.157, "step": 650 }, { "epoch": 51.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.8741619644279126e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0783, "eval_samples_per_second": 651.157, "eval_steps_per_second": 51.071, "step": 663 }, { "epoch": 52.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.8582894628925715e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0778, "eval_samples_per_second": 655.119, "eval_steps_per_second": 51.382, "step": 676 }, { "epoch": 53.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.8347033094178187e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.077, "eval_samples_per_second": 662.076, "eval_steps_per_second": 51.928, "step": 689 }, { "epoch": 53.84615384615385, "grad_norm": 5.985860479995608e-05, "learning_rate": 9.246153846153847e-06, "loss": 0.0, "step": 700 }, { "epoch": 54.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.7935459456784884e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0847, "eval_samples_per_second": 602.475, "eval_steps_per_second": 47.253, "step": 702 }, { "epoch": 55.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.730073902057484e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0809, "eval_samples_per_second": 630.412, "eval_steps_per_second": 49.444, "step": 715 }, { "epoch": 56.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.65099970420124e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0795, "eval_samples_per_second": 641.431, "eval_steps_per_second": 50.308, "step": 728 }, { "epoch": 57.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.6181696739513427e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.079, "eval_samples_per_second": 645.371, "eval_steps_per_second": 50.617, "step": 741 }, { "epoch": 57.69230769230769, "grad_norm": 5.6825054343789816e-05, "learning_rate": 8.476923076923078e-06, "loss": 0.0, "step": 750 }, { "epoch": 58.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.5803217340580886e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0845, "eval_samples_per_second": 603.199, "eval_steps_per_second": 47.31, "step": 754 }, { "epoch": 59.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.5398476282134652e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0818, "eval_samples_per_second": 623.278, "eval_steps_per_second": 48.885, "step": 767 }, { "epoch": 60.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.4956075321824756e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0783, "eval_samples_per_second": 651.367, "eval_steps_per_second": 51.088, "step": 780 }, { "epoch": 61.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.46099057221727e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0847, "eval_samples_per_second": 602.231, "eval_steps_per_second": 47.234, "step": 793 }, { "epoch": 61.53846153846154, "grad_norm": 5.1071423513349146e-05, "learning_rate": 7.707692307692308e-06, "loss": 0.0, "step": 800 }, { "epoch": 62.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.4360676889045862e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0837, "eval_samples_per_second": 609.373, "eval_steps_per_second": 47.794, "step": 806 }, { "epoch": 63.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.3770801362843486e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0865, "eval_samples_per_second": 589.861, "eval_steps_per_second": 46.264, "step": 819 }, { "epoch": 64.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.331081532247481e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0785, "eval_samples_per_second": 649.981, "eval_steps_per_second": 50.979, "step": 832 }, { "epoch": 65.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.3108309505914804e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0886, "eval_samples_per_second": 575.651, "eval_steps_per_second": 45.149, "step": 845 }, { "epoch": 65.38461538461539, "grad_norm": 5.284359576762654e-05, "learning_rate": 6.9384615384615395e-06, "loss": 0.0, "step": 850 }, { "epoch": 66.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2956874090596102e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0804, "eval_samples_per_second": 634.054, "eval_steps_per_second": 49.73, "step": 858 }, { "epoch": 67.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2875919967191294e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0853, "eval_samples_per_second": 598.007, "eval_steps_per_second": 46.903, "step": 871 }, { "epoch": 68.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.276377244925243e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0852, "eval_samples_per_second": 598.276, "eval_steps_per_second": 46.924, "step": 884 }, { "epoch": 69.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2665922188025434e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0817, "eval_samples_per_second": 624.209, "eval_steps_per_second": 48.958, "step": 897 }, { "epoch": 69.23076923076923, "grad_norm": 4.872769204666838e-05, "learning_rate": 6.169230769230769e-06, "loss": 0.0, "step": 900 }, { "epoch": 70.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2590579646930564e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0808, "eval_samples_per_second": 631.529, "eval_steps_per_second": 49.532, "step": 910 }, { "epoch": 71.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2511769657285186e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0846, "eval_samples_per_second": 602.946, "eval_steps_per_second": 47.29, "step": 923 }, { "epoch": 72.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.2218735011847457e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0818, "eval_samples_per_second": 623.221, "eval_steps_per_second": 48.88, "step": 936 }, { "epoch": 73.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.199440586991841e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0816, "eval_samples_per_second": 624.999, "eval_steps_per_second": 49.019, "step": 949 }, { "epoch": 73.07692307692308, "grad_norm": 4.863178764935583e-05, "learning_rate": 5.400000000000001e-06, "loss": 0.0, "step": 950 }, { "epoch": 74.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.160148142138496e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0841, "eval_samples_per_second": 606.643, "eval_steps_per_second": 47.58, "step": 962 }, { "epoch": 75.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.1215453216427704e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0827, "eval_samples_per_second": 616.959, "eval_steps_per_second": 48.389, "step": 975 }, { "epoch": 76.0, "eval_ECONOMIC_ACTIVITIES": { "f1": 1.0, "number": 51, "precision": 1.0, "recall": 1.0 }, "eval_MONTH": { "f1": 1.0, "number": 80, "precision": 1.0, "recall": 1.0 }, "eval_YEAR": { "f1": 1.0, "number": 67, "precision": 1.0, "recall": 1.0 }, "eval_loss": 2.0821323687414406e-06, "eval_overall_accuracy": 1.0, "eval_overall_f1": 1.0, "eval_overall_precision": 1.0, "eval_overall_recall": 1.0, "eval_runtime": 0.0862, "eval_samples_per_second": 591.451, "eval_steps_per_second": 46.388, "step": 988 } ], "logging_steps": 50, "max_steps": 1300, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 229437023509200.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }