{ "best_global_step": 264, "best_metric": 0.4656164050102234, "best_model_checkpoint": "tiny_bert_rand_50_v2_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": 7.291563987731934, "learning_rate": 4.9e-05, "loss": 0.4222, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8096330275229358, "eval_loss": 0.4656164050102234, "eval_runtime": 0.2601, "eval_samples_per_second": 3353.151, "eval_steps_per_second": 15.381, "step": 264 }, { "epoch": 2.0, "grad_norm": 7.364565372467041, "learning_rate": 4.8e-05, "loss": 0.2394, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.7912844036697247, "eval_loss": 0.586814820766449, "eval_runtime": 0.281, "eval_samples_per_second": 3102.775, "eval_steps_per_second": 14.233, "step": 528 }, { "epoch": 3.0, "grad_norm": 5.200972080230713, "learning_rate": 4.7e-05, "loss": 0.1886, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.7912844036697247, "eval_loss": 0.5449909567832947, "eval_runtime": 0.2607, "eval_samples_per_second": 3344.428, "eval_steps_per_second": 15.341, "step": 792 }, { "epoch": 4.0, "grad_norm": 7.045272350311279, "learning_rate": 4.600000000000001e-05, "loss": 0.1585, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.7947247706422018, "eval_loss": 0.6403250098228455, "eval_runtime": 0.2673, "eval_samples_per_second": 3261.843, "eval_steps_per_second": 14.963, "step": 1056 }, { "epoch": 5.0, "grad_norm": 4.578564643859863, "learning_rate": 4.5e-05, "loss": 0.1306, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.7855504587155964, "eval_loss": 0.6641788482666016, "eval_runtime": 0.2607, "eval_samples_per_second": 3344.266, "eval_steps_per_second": 15.341, "step": 1320 }, { "epoch": 6.0, "grad_norm": 4.683089733123779, "learning_rate": 4.4000000000000006e-05, "loss": 0.1116, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.7809633027522935, "eval_loss": 0.7982751131057739, "eval_runtime": 0.2583, "eval_samples_per_second": 3376.252, "eval_steps_per_second": 15.487, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 1.0596790573590528e+16, "train_loss": 0.20846537748972574, "train_runtime": 218.8625, "train_samples_per_second": 15386.142, "train_steps_per_second": 60.312 } ], "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": 1.0596790573590528e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }