{ "best_global_step": 7670, "best_metric": 0.8496004343032837, "best_model_checkpoint": "tiny_bert_rand_20_v2_mnli/checkpoint-7670", "epoch": 10.0, "eval_steps": 500, "global_step": 15340, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.1339234113693237, "learning_rate": 4.9e-05, "loss": 0.9926, "step": 1534 }, { "epoch": 1.0, "eval_accuracy": 0.5506877228731534, "eval_loss": 0.9313808679580688, "eval_runtime": 3.0, "eval_samples_per_second": 3271.614, "eval_steps_per_second": 13.0, "step": 1534 }, { "epoch": 2.0, "grad_norm": 1.3619678020477295, "learning_rate": 4.8e-05, "loss": 0.9032, "step": 3068 }, { "epoch": 2.0, "eval_accuracy": 0.5823739174732552, "eval_loss": 0.8910712599754333, "eval_runtime": 2.8007, "eval_samples_per_second": 3504.45, "eval_steps_per_second": 13.925, "step": 3068 }, { "epoch": 3.0, "grad_norm": 1.7281922101974487, "learning_rate": 4.7e-05, "loss": 0.8523, "step": 4602 }, { "epoch": 3.0, "eval_accuracy": 0.6031584309730005, "eval_loss": 0.8651266098022461, "eval_runtime": 2.8129, "eval_samples_per_second": 3489.278, "eval_steps_per_second": 13.865, "step": 4602 }, { "epoch": 4.0, "grad_norm": 1.9255449771881104, "learning_rate": 4.600000000000001e-05, "loss": 0.8089, "step": 6136 }, { "epoch": 4.0, "eval_accuracy": 0.6095771777890984, "eval_loss": 0.8570564985275269, "eval_runtime": 2.9455, "eval_samples_per_second": 3332.204, "eval_steps_per_second": 13.241, "step": 6136 }, { "epoch": 5.0, "grad_norm": 1.6890971660614014, "learning_rate": 4.5e-05, "loss": 0.7665, "step": 7670 }, { "epoch": 5.0, "eval_accuracy": 0.6182373917473255, "eval_loss": 0.8496004343032837, "eval_runtime": 2.7913, "eval_samples_per_second": 3516.255, "eval_steps_per_second": 13.972, "step": 7670 }, { "epoch": 6.0, "grad_norm": 1.9976463317871094, "learning_rate": 4.4000000000000006e-05, "loss": 0.7234, "step": 9204 }, { "epoch": 6.0, "eval_accuracy": 0.624350483953133, "eval_loss": 0.8671989440917969, "eval_runtime": 2.8098, "eval_samples_per_second": 3493.092, "eval_steps_per_second": 13.88, "step": 9204 }, { "epoch": 7.0, "grad_norm": 2.1107654571533203, "learning_rate": 4.3e-05, "loss": 0.6827, "step": 10738 }, { "epoch": 7.0, "eval_accuracy": 0.6287315333672949, "eval_loss": 0.8687392473220825, "eval_runtime": 2.9761, "eval_samples_per_second": 3297.938, "eval_steps_per_second": 13.104, "step": 10738 }, { "epoch": 8.0, "grad_norm": 2.3106932640075684, "learning_rate": 4.2e-05, "loss": 0.6402, "step": 12272 }, { "epoch": 8.0, "eval_accuracy": 0.6142638818135507, "eval_loss": 0.9203874468803406, "eval_runtime": 2.8068, "eval_samples_per_second": 3496.895, "eval_steps_per_second": 13.895, "step": 12272 }, { "epoch": 9.0, "grad_norm": 3.1391849517822266, "learning_rate": 4.1e-05, "loss": 0.6004, "step": 13806 }, { "epoch": 9.0, "eval_accuracy": 0.6229240957717779, "eval_loss": 0.9506785869598389, "eval_runtime": 2.9969, "eval_samples_per_second": 3275.072, "eval_steps_per_second": 13.014, "step": 13806 }, { "epoch": 10.0, "grad_norm": 3.063190221786499, "learning_rate": 4e-05, "loss": 0.5621, "step": 15340 }, { "epoch": 10.0, "eval_accuracy": 0.6297503820682628, "eval_loss": 0.9863426685333252, "eval_runtime": 2.7969, "eval_samples_per_second": 3509.228, "eval_steps_per_second": 13.944, "step": 15340 }, { "epoch": 10.0, "step": 15340, "total_flos": 1.029836100834816e+17, "train_loss": 0.7532363434036832, "train_runtime": 2078.1752, "train_samples_per_second": 9448.241, "train_steps_per_second": 36.907 } ], "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": 1.029836100834816e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }