{ "best_global_step": 10, "best_metric": 0.6849475502967834, "best_model_checkpoint": "distilbert_rand_50_v2_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": 0.684054434299469, "learning_rate": 4.9e-05, "loss": 0.6948, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5667870036101083, "eval_loss": 0.6849475502967834, "eval_runtime": 0.1259, "eval_samples_per_second": 2200.367, "eval_steps_per_second": 15.887, "step": 10 }, { "epoch": 2.0, "grad_norm": 0.8120187520980835, "learning_rate": 4.8e-05, "loss": 0.6795, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 0.716401994228363, "eval_runtime": 0.1296, "eval_samples_per_second": 2136.759, "eval_steps_per_second": 15.428, "step": 20 }, { "epoch": 3.0, "grad_norm": 2.232509136199951, "learning_rate": 4.7e-05, "loss": 0.6306, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5234657039711191, "eval_loss": 0.7656673192977905, "eval_runtime": 0.1318, "eval_samples_per_second": 2101.495, "eval_steps_per_second": 15.173, "step": 30 }, { "epoch": 4.0, "grad_norm": 3.697450876235962, "learning_rate": 4.600000000000001e-05, "loss": 0.5263, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.900287926197052, "eval_runtime": 0.1369, "eval_samples_per_second": 2022.91, "eval_steps_per_second": 14.606, "step": 40 }, { "epoch": 5.0, "grad_norm": 6.802547454833984, "learning_rate": 4.5e-05, "loss": 0.3928, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 1.1815361976623535, "eval_runtime": 0.1379, "eval_samples_per_second": 2008.836, "eval_steps_per_second": 14.504, "step": 50 }, { "epoch": 6.0, "grad_norm": 3.6708805561065674, "learning_rate": 4.4000000000000006e-05, "loss": 0.2431, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.5306859205776173, "eval_loss": 1.4581865072250366, "eval_runtime": 0.1278, "eval_samples_per_second": 2166.673, "eval_steps_per_second": 15.644, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 989531467960320.0, "train_loss": 0.5278571565945943, "train_runtime": 22.7164, "train_samples_per_second": 5480.623, "train_steps_per_second": 22.011 } ], "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": 989531467960320.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }