{ "best_global_step": 264, "best_metric": 0.43765541911125183, "best_model_checkpoint": "bert_base_rand_100_v1_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": 8.260040283203125, "learning_rate": 4.9e-05, "loss": 0.3841, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8211009174311926, "eval_loss": 0.43765541911125183, "eval_runtime": 0.5619, "eval_samples_per_second": 1551.969, "eval_steps_per_second": 7.119, "step": 264 }, { "epoch": 2.0, "grad_norm": 12.480940818786621, "learning_rate": 4.8e-05, "loss": 0.2216, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8119266055045872, "eval_loss": 0.5570793151855469, "eval_runtime": 0.5583, "eval_samples_per_second": 1561.835, "eval_steps_per_second": 7.164, "step": 528 }, { "epoch": 3.0, "grad_norm": 4.054980754852295, "learning_rate": 4.7e-05, "loss": 0.1627, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.8153669724770642, "eval_loss": 0.5257858633995056, "eval_runtime": 0.5608, "eval_samples_per_second": 1555.017, "eval_steps_per_second": 7.133, "step": 792 }, { "epoch": 4.0, "grad_norm": 4.704627513885498, "learning_rate": 4.600000000000001e-05, "loss": 0.1243, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8038990825688074, "eval_loss": 0.5841220617294312, "eval_runtime": 0.563, "eval_samples_per_second": 1548.809, "eval_steps_per_second": 7.105, "step": 1056 }, { "epoch": 5.0, "grad_norm": 2.184584140777588, "learning_rate": 4.5e-05, "loss": 0.0986, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.805045871559633, "eval_loss": 0.5857242941856384, "eval_runtime": 0.5649, "eval_samples_per_second": 1543.633, "eval_steps_per_second": 7.081, "step": 1320 }, { "epoch": 6.0, "grad_norm": 5.928060531616211, "learning_rate": 4.4000000000000006e-05, "loss": 0.0757, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.8073394495412844, "eval_loss": 0.8638249635696411, "eval_runtime": 0.5632, "eval_samples_per_second": 1548.171, "eval_steps_per_second": 7.102, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 5.316079940232192e+16, "train_loss": 0.17779791355133057, "train_runtime": 662.482, "train_samples_per_second": 5083.082, "train_steps_per_second": 19.925 } ], "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 }