{ "best_global_step": 10, "best_metric": 0.6899185180664062, "best_model_checkpoint": "tiny_bert_rand_5_v1_rte/checkpoint-10", "epoch": 6.0, "eval_steps": 500, "global_step": 60, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.5479128360748291, "learning_rate": 4.9e-05, "loss": 0.6997, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5523465703971119, "eval_loss": 0.6899185180664062, "eval_runtime": 0.0934, "eval_samples_per_second": 2965.708, "eval_steps_per_second": 21.413, "step": 10 }, { "epoch": 2.0, "grad_norm": 0.6280381679534912, "learning_rate": 4.8e-05, "loss": 0.6781, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.555956678700361, "eval_loss": 0.6927812099456787, "eval_runtime": 0.1326, "eval_samples_per_second": 2088.94, "eval_steps_per_second": 15.083, "step": 20 }, { "epoch": 3.0, "grad_norm": 0.6833863854408264, "learning_rate": 4.7e-05, "loss": 0.6539, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.51985559566787, "eval_loss": 0.7066504955291748, "eval_runtime": 0.095, "eval_samples_per_second": 2917.297, "eval_steps_per_second": 21.064, "step": 30 }, { "epoch": 4.0, "grad_norm": 0.8935176730155945, "learning_rate": 4.600000000000001e-05, "loss": 0.6152, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 0.7462294697761536, "eval_runtime": 0.1057, "eval_samples_per_second": 2621.334, "eval_steps_per_second": 18.927, "step": 40 }, { "epoch": 5.0, "grad_norm": 0.9902224540710449, "learning_rate": 4.5e-05, "loss": 0.5575, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5379061371841155, "eval_loss": 0.8307779431343079, "eval_runtime": 0.0985, "eval_samples_per_second": 2813.599, "eval_steps_per_second": 20.315, "step": 50 }, { "epoch": 6.0, "grad_norm": 1.350633978843689, "learning_rate": 4.4000000000000006e-05, "loss": 0.4749, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.4729241877256318, "eval_loss": 0.9429054856300354, "eval_runtime": 0.1071, "eval_samples_per_second": 2587.497, "eval_steps_per_second": 18.682, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 391780256993280.0, "train_loss": 0.6131966511408488, "train_runtime": 13.5135, "train_samples_per_second": 9212.986, "train_steps_per_second": 37.0 } ], "logging_steps": 1, "max_steps": 500, "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": 391780256993280.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }