{ "best_global_step": 528, "best_metric": 0.40144169330596924, "best_model_checkpoint": "tinybert_base_train_kd_sst2/checkpoint-528", "epoch": 7.0, "eval_steps": 500, "global_step": 1848, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 13.377687454223633, "learning_rate": 4.9003787878787885e-05, "loss": 0.3628, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8291284403669725, "eval_loss": 0.41989806294441223, "eval_runtime": 0.4445, "eval_samples_per_second": 1961.561, "eval_steps_per_second": 8.998, "step": 264 }, { "epoch": 2.0, "grad_norm": 11.940149307250977, "learning_rate": 4.800378787878788e-05, "loss": 0.2393, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8337155963302753, "eval_loss": 0.40144169330596924, "eval_runtime": 0.4501, "eval_samples_per_second": 1937.497, "eval_steps_per_second": 8.888, "step": 528 }, { "epoch": 3.0, "grad_norm": 6.662248611450195, "learning_rate": 4.7003787878787884e-05, "loss": 0.179, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.8176605504587156, "eval_loss": 0.4737458825111389, "eval_runtime": 0.4398, "eval_samples_per_second": 1982.627, "eval_steps_per_second": 9.095, "step": 792 }, { "epoch": 4.0, "grad_norm": 4.980842113494873, "learning_rate": 4.600378787878788e-05, "loss": 0.1433, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8348623853211009, "eval_loss": 0.44917038083076477, "eval_runtime": 0.4416, "eval_samples_per_second": 1974.571, "eval_steps_per_second": 9.058, "step": 1056 }, { "epoch": 5.0, "grad_norm": 4.454750061035156, "learning_rate": 4.5003787878787876e-05, "loss": 0.1139, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.8325688073394495, "eval_loss": 0.492689311504364, "eval_runtime": 0.4416, "eval_samples_per_second": 1974.846, "eval_steps_per_second": 9.059, "step": 1320 }, { "epoch": 6.0, "grad_norm": 9.002946853637695, "learning_rate": 4.4003787878787885e-05, "loss": 0.0936, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.8532110091743119, "eval_loss": 0.4423736035823822, "eval_runtime": 0.4481, "eval_samples_per_second": 1946.081, "eval_steps_per_second": 8.927, "step": 1584 }, { "epoch": 7.0, "grad_norm": 1.692452073097229, "learning_rate": 4.300378787878788e-05, "loss": 0.0778, "step": 1848 }, { "epoch": 7.0, "eval_accuracy": 0.8348623853211009, "eval_loss": 0.5840200781822205, "eval_runtime": 0.4328, "eval_samples_per_second": 2014.892, "eval_steps_per_second": 9.243, "step": 1848 }, { "epoch": 7.0, "step": 1848, "total_flos": 3.1225413912290304e+16, "train_loss": 0.17279978954430783, "train_runtime": 463.2148, "train_samples_per_second": 7269.738, "train_steps_per_second": 28.496 } ], "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": 3.1225413912290304e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }