{ "best_global_step": 410, "best_metric": 0.6520935893058777, "best_model_checkpoint": "tiny_bert_rand_50_v2_qnli/checkpoint-410", "epoch": 6.0, "eval_steps": 500, "global_step": 2460, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.406223177909851, "learning_rate": 4.9e-05, "loss": 0.6655, "step": 410 }, { "epoch": 1.0, "eval_accuracy": 0.6124839831594362, "eval_loss": 0.6520935893058777, "eval_runtime": 1.6245, "eval_samples_per_second": 3362.889, "eval_steps_per_second": 13.543, "step": 410 }, { "epoch": 2.0, "grad_norm": 1.5263471603393555, "learning_rate": 4.8e-05, "loss": 0.6359, "step": 820 }, { "epoch": 2.0, "eval_accuracy": 0.6188907193849533, "eval_loss": 0.6523372530937195, "eval_runtime": 1.5602, "eval_samples_per_second": 3501.394, "eval_steps_per_second": 14.1, "step": 820 }, { "epoch": 3.0, "grad_norm": 2.781379461288452, "learning_rate": 4.7e-05, "loss": 0.5935, "step": 1230 }, { "epoch": 3.0, "eval_accuracy": 0.6203551162365001, "eval_loss": 0.6675785779953003, "eval_runtime": 1.5826, "eval_samples_per_second": 3451.962, "eval_steps_per_second": 13.901, "step": 1230 }, { "epoch": 4.0, "grad_norm": 3.04308819770813, "learning_rate": 4.600000000000001e-05, "loss": 0.5338, "step": 1640 }, { "epoch": 4.0, "eval_accuracy": 0.6214534138751602, "eval_loss": 0.7060788869857788, "eval_runtime": 1.5593, "eval_samples_per_second": 3503.427, "eval_steps_per_second": 14.109, "step": 1640 }, { "epoch": 5.0, "grad_norm": 5.421135425567627, "learning_rate": 4.5e-05, "loss": 0.4667, "step": 2050 }, { "epoch": 5.0, "eval_accuracy": 0.6157788760754165, "eval_loss": 0.7881438732147217, "eval_runtime": 1.5868, "eval_samples_per_second": 3442.677, "eval_steps_per_second": 13.864, "step": 2050 }, { "epoch": 6.0, "grad_norm": 4.98477029800415, "learning_rate": 4.4000000000000006e-05, "loss": 0.3973, "step": 2460 }, { "epoch": 6.0, "eval_accuracy": 0.6110195863078894, "eval_loss": 0.9105799794197083, "eval_runtime": 1.5608, "eval_samples_per_second": 3500.038, "eval_steps_per_second": 14.095, "step": 2460 }, { "epoch": 6.0, "step": 2460, "total_flos": 1.6480417453111296e+16, "train_loss": 0.5487746634134432, "train_runtime": 343.7213, "train_samples_per_second": 15236.618, "train_steps_per_second": 59.641 } ], "logging_steps": 1, "max_steps": 20500, "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": 1.6480417453111296e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }