{ "best_global_step": 4602, "best_metric": 0.8094508051872253, "best_model_checkpoint": "bert_base_km_100_v1_mnli/checkpoint-4602", "epoch": 8.0, "eval_steps": 500, "global_step": 12272, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.1032648086547852, "learning_rate": 4.9e-05, "loss": 0.9905, "step": 1534 }, { "epoch": 1.0, "eval_accuracy": 0.567906265919511, "eval_loss": 0.9129114151000977, "eval_runtime": 6.2045, "eval_samples_per_second": 1581.905, "eval_steps_per_second": 6.286, "step": 1534 }, { "epoch": 2.0, "grad_norm": 1.5337332487106323, "learning_rate": 4.8e-05, "loss": 0.8746, "step": 3068 }, { "epoch": 2.0, "eval_accuracy": 0.6136525725929699, "eval_loss": 0.8563531041145325, "eval_runtime": 6.1268, "eval_samples_per_second": 1601.989, "eval_steps_per_second": 6.366, "step": 3068 }, { "epoch": 3.0, "grad_norm": 1.8543452024459839, "learning_rate": 4.7e-05, "loss": 0.788, "step": 4602 }, { "epoch": 3.0, "eval_accuracy": 0.6407539480387162, "eval_loss": 0.8094508051872253, "eval_runtime": 6.1538, "eval_samples_per_second": 1594.962, "eval_steps_per_second": 6.338, "step": 4602 }, { "epoch": 4.0, "grad_norm": 2.3306071758270264, "learning_rate": 4.600000000000001e-05, "loss": 0.7016, "step": 6136 }, { "epoch": 4.0, "eval_accuracy": 0.6445236882322976, "eval_loss": 0.8233607411384583, "eval_runtime": 6.1693, "eval_samples_per_second": 1590.93, "eval_steps_per_second": 6.322, "step": 6136 }, { "epoch": 5.0, "grad_norm": 2.266649007797241, "learning_rate": 4.5e-05, "loss": 0.6148, "step": 7670 }, { "epoch": 5.0, "eval_accuracy": 0.6544065206316861, "eval_loss": 0.8329027891159058, "eval_runtime": 6.1542, "eval_samples_per_second": 1594.848, "eval_steps_per_second": 6.337, "step": 7670 }, { "epoch": 6.0, "grad_norm": 3.5796010494232178, "learning_rate": 4.4000000000000006e-05, "loss": 0.5236, "step": 9204 }, { "epoch": 6.0, "eval_accuracy": 0.6468670402445237, "eval_loss": 0.9532320499420166, "eval_runtime": 6.1401, "eval_samples_per_second": 1598.515, "eval_steps_per_second": 6.352, "step": 9204 }, { "epoch": 7.0, "grad_norm": 3.174539566040039, "learning_rate": 4.3e-05, "loss": 0.4384, "step": 10738 }, { "epoch": 7.0, "eval_accuracy": 0.6430973000509425, "eval_loss": 0.9941398501396179, "eval_runtime": 6.134, "eval_samples_per_second": 1600.094, "eval_steps_per_second": 6.358, "step": 10738 }, { "epoch": 8.0, "grad_norm": 3.524613618850708, "learning_rate": 4.2e-05, "loss": 0.3583, "step": 12272 }, { "epoch": 8.0, "eval_accuracy": 0.6404482934284259, "eval_loss": 1.1222126483917236, "eval_runtime": 6.1541, "eval_samples_per_second": 1594.877, "eval_steps_per_second": 6.337, "step": 12272 }, { "epoch": 8.0, "step": 12272, "total_flos": 4.133006614744842e+17, "train_loss": 0.6612219829136576, "train_runtime": 5094.6925, "train_samples_per_second": 3854.03, "train_steps_per_second": 15.055 } ], "logging_steps": 1, "max_steps": 76700, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.133006614744842e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }