| { | |
| "best_metric": 0.1497994363307953, | |
| "best_model_checkpoint": "/home/paperspace/distilbert_distilbert-base-uncased_cpt_f80627ff/checkpoint-8592", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 8592, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.418063314711358e-07, | |
| "loss": 0.5529, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 8.836126629422719e-07, | |
| "loss": 0.2622, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 8.254189944134078e-07, | |
| "loss": 0.1843, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 7.672253258845437e-07, | |
| "loss": 0.1707, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9436447582835416, | |
| "eval_f1": 0.9439168742293816, | |
| "eval_loss": 0.16297364234924316, | |
| "eval_precision": 0.944853339492281, | |
| "eval_recall": 0.9436447582835416, | |
| "eval_runtime": 3.7301, | |
| "eval_samples_per_second": 1974.215, | |
| "eval_steps_per_second": 123.59, | |
| "step": 2148 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 7.090316573556797e-07, | |
| "loss": 0.165, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 6.508379888268156e-07, | |
| "loss": 0.1518, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 5.926443202979516e-07, | |
| "loss": 0.1561, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 5.344506517690875e-07, | |
| "loss": 0.15, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9496197718631179, | |
| "eval_f1": 0.9497706506636553, | |
| "eval_loss": 0.15333020687103271, | |
| "eval_precision": 0.9501640547936412, | |
| "eval_recall": 0.9496197718631179, | |
| "eval_runtime": 3.7323, | |
| "eval_samples_per_second": 1973.021, | |
| "eval_steps_per_second": 123.515, | |
| "step": 4296 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 4.7625698324022343e-07, | |
| "loss": 0.1467, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 4.1806331471135937e-07, | |
| "loss": 0.1454, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 3.598696461824953e-07, | |
| "loss": 0.1536, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 3.016759776536313e-07, | |
| "loss": 0.1474, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9505703422053232, | |
| "eval_f1": 0.950777849389015, | |
| "eval_loss": 0.15110179781913757, | |
| "eval_precision": 0.9514811036756906, | |
| "eval_recall": 0.9505703422053232, | |
| "eval_runtime": 3.7273, | |
| "eval_samples_per_second": 1975.7, | |
| "eval_steps_per_second": 123.682, | |
| "step": 6444 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 2.4348230912476723e-07, | |
| "loss": 0.1481, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 1.8528864059590317e-07, | |
| "loss": 0.1325, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 1.270949720670391e-07, | |
| "loss": 0.1521, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 6.890130353817504e-08, | |
| "loss": 0.1482, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 1.0707635009310987e-08, | |
| "loss": 0.1417, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9507061379684953, | |
| "eval_f1": 0.950911417495333, | |
| "eval_loss": 0.1497994363307953, | |
| "eval_precision": 0.951604073542191, | |
| "eval_recall": 0.9507061379684953, | |
| "eval_runtime": 3.7541, | |
| "eval_samples_per_second": 1961.603, | |
| "eval_steps_per_second": 122.8, | |
| "step": 8592 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 8592, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "total_flos": 1751875913992452.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |