{ "best_global_step": 102, "best_metric": 0.6063849329948425, "best_model_checkpoint": "tiny_bert_rand_5_v1_cola/checkpoint-102", "epoch": 8.0, "eval_steps": 500, "global_step": 272, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.6819305419921875, "learning_rate": 4.9e-05, "loss": 0.6164, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6149048209190369, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3251, "eval_samples_per_second": 3208.519, "eval_steps_per_second": 15.381, "step": 34 }, { "epoch": 2.0, "grad_norm": 0.9399971961975098, "learning_rate": 4.8e-05, "loss": 0.5989, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.690316379070282, "eval_loss": 0.6078919172286987, "eval_matthews_correlation": -0.020702674026557004, "eval_runtime": 0.3619, "eval_samples_per_second": 2881.667, "eval_steps_per_second": 13.814, "step": 68 }, { "epoch": 3.0, "grad_norm": 1.3664435148239136, "learning_rate": 4.7e-05, "loss": 0.5773, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6960690021514893, "eval_loss": 0.6063849329948425, "eval_matthews_correlation": 0.09519669889219669, "eval_runtime": 0.3433, "eval_samples_per_second": 3038.365, "eval_steps_per_second": 14.566, "step": 102 }, { "epoch": 4.0, "grad_norm": 1.886993646621704, "learning_rate": 4.600000000000001e-05, "loss": 0.5337, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6586769223213196, "eval_loss": 0.6350516676902771, "eval_matthews_correlation": 0.09572663020444179, "eval_runtime": 0.3458, "eval_samples_per_second": 3015.779, "eval_steps_per_second": 14.457, "step": 136 }, { "epoch": 5.0, "grad_norm": 2.374640941619873, "learning_rate": 4.5e-05, "loss": 0.4901, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.668264627456665, "eval_loss": 0.6574270725250244, "eval_matthews_correlation": 0.11042882140267563, "eval_runtime": 0.328, "eval_samples_per_second": 3180.358, "eval_steps_per_second": 15.246, "step": 170 }, { "epoch": 6.0, "grad_norm": 2.690762519836426, "learning_rate": 4.4000000000000006e-05, "loss": 0.4479, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6500479578971863, "eval_loss": 0.7044727206230164, "eval_matthews_correlation": 0.10229268006391969, "eval_runtime": 0.347, "eval_samples_per_second": 3005.988, "eval_steps_per_second": 14.41, "step": 204 }, { "epoch": 7.0, "grad_norm": 2.9503836631774902, "learning_rate": 4.3e-05, "loss": 0.4082, "step": 238 }, { "epoch": 7.0, "eval_accuracy": 0.638542652130127, "eval_loss": 0.7738865613937378, "eval_matthews_correlation": 0.09957638832100865, "eval_runtime": 0.3283, "eval_samples_per_second": 3177.048, "eval_steps_per_second": 15.23, "step": 238 }, { "epoch": 8.0, "grad_norm": 3.268338203430176, "learning_rate": 4.2e-05, "loss": 0.3751, "step": 272 }, { "epoch": 8.0, "eval_accuracy": 0.640460193157196, "eval_loss": 0.7742392420768738, "eval_matthews_correlation": 0.11531200369997101, "eval_runtime": 0.3792, "eval_samples_per_second": 2750.304, "eval_steps_per_second": 13.185, "step": 272 }, { "epoch": 8.0, "step": 272, "total_flos": 1793902531485696.0, "train_loss": 0.505933586288901, "train_runtime": 46.78, "train_samples_per_second": 9139.594, "train_steps_per_second": 36.34 } ], "logging_steps": 1, "max_steps": 1700, "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": 1793902531485696.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }