{ "best_global_step": 264, "best_metric": 0.4347452223300934, "best_model_checkpoint": "bert_base_rand_50_v2_sst2/checkpoint-264", "epoch": 6.0, "eval_steps": 500, "global_step": 1584, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 7.811213970184326, "learning_rate": 4.9e-05, "loss": 0.3864, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8027522935779816, "eval_loss": 0.4347452223300934, "eval_runtime": 0.5741, "eval_samples_per_second": 1518.777, "eval_steps_per_second": 6.967, "step": 264 }, { "epoch": 2.0, "grad_norm": 7.949086666107178, "learning_rate": 4.8e-05, "loss": 0.2165, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8027522935779816, "eval_loss": 0.5241801738739014, "eval_runtime": 0.5788, "eval_samples_per_second": 1506.68, "eval_steps_per_second": 6.911, "step": 528 }, { "epoch": 3.0, "grad_norm": 4.619488716125488, "learning_rate": 4.7e-05, "loss": 0.1588, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.7924311926605505, "eval_loss": 0.553471565246582, "eval_runtime": 0.5832, "eval_samples_per_second": 1495.164, "eval_steps_per_second": 6.859, "step": 792 }, { "epoch": 4.0, "grad_norm": 9.747478485107422, "learning_rate": 4.600000000000001e-05, "loss": 0.1206, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8119266055045872, "eval_loss": 0.5647808313369751, "eval_runtime": 0.5838, "eval_samples_per_second": 1493.58, "eval_steps_per_second": 6.851, "step": 1056 }, { "epoch": 5.0, "grad_norm": 5.65807580947876, "learning_rate": 4.5e-05, "loss": 0.0928, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.7970183486238532, "eval_loss": 0.6491648554801941, "eval_runtime": 0.5817, "eval_samples_per_second": 1499.02, "eval_steps_per_second": 6.876, "step": 1320 }, { "epoch": 6.0, "grad_norm": 6.006173610687256, "learning_rate": 4.4000000000000006e-05, "loss": 0.0724, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.8245412844036697, "eval_loss": 0.7118688225746155, "eval_runtime": 0.5648, "eval_samples_per_second": 1543.853, "eval_steps_per_second": 7.082, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 5.316079940232192e+16, "train_loss": 0.17456337297805632, "train_runtime": 670.6712, "train_samples_per_second": 5021.015, "train_steps_per_second": 19.682 } ], "logging_steps": 1, "max_steps": 13200, "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": 5.316079940232192e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }