| { | |
| "best_global_step": 102, | |
| "best_metric": 0.6160990595817566, | |
| "best_model_checkpoint": "tiny_bert_km_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": 0.8054304122924805, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6163, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6912751793861389, | |
| "eval_loss": 0.6178382039070129, | |
| "eval_matthews_correlation": 0.0, | |
| "eval_runtime": 0.3876, | |
| "eval_samples_per_second": 2691.129, | |
| "eval_steps_per_second": 12.901, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.0518122911453247, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.603, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.690316379070282, | |
| "eval_loss": 0.6192642450332642, | |
| "eval_matthews_correlation": -0.020702674026557004, | |
| "eval_runtime": 0.3543, | |
| "eval_samples_per_second": 2943.468, | |
| "eval_steps_per_second": 14.111, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.3391984701156616, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5893, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6893576383590698, | |
| "eval_loss": 0.6160990595817566, | |
| "eval_matthews_correlation": 0.03026012901076368, | |
| "eval_runtime": 0.3141, | |
| "eval_samples_per_second": 3320.172, | |
| "eval_steps_per_second": 15.916, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.786250352859497, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.5577, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6778523325920105, | |
| "eval_loss": 0.6265153884887695, | |
| "eval_matthews_correlation": 0.06018138730277248, | |
| "eval_runtime": 0.3221, | |
| "eval_samples_per_second": 3237.665, | |
| "eval_steps_per_second": 15.521, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.1093223094940186, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.5097, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6500479578971863, | |
| "eval_loss": 0.6461333632469177, | |
| "eval_matthews_correlation": 0.09579713367112705, | |
| "eval_runtime": 0.3238, | |
| "eval_samples_per_second": 3220.948, | |
| "eval_steps_per_second": 15.441, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 3.3399136066436768, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.463, | |
| "step": 204 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6490891575813293, | |
| "eval_loss": 0.7003764510154724, | |
| "eval_matthews_correlation": 0.09237903909821421, | |
| "eval_runtime": 0.3396, | |
| "eval_samples_per_second": 3070.876, | |
| "eval_steps_per_second": 14.721, | |
| "step": 204 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 3.1917834281921387, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.4194, | |
| "step": 238 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6644295454025269, | |
| "eval_loss": 0.7483174800872803, | |
| "eval_matthews_correlation": 0.1263354953107224, | |
| "eval_runtime": 0.3085, | |
| "eval_samples_per_second": 3380.389, | |
| "eval_steps_per_second": 16.205, | |
| "step": 238 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 3.220294952392578, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.379, | |
| "step": 272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.6251198649406433, | |
| "eval_loss": 0.7767397165298462, | |
| "eval_matthews_correlation": 0.10103917683294436, | |
| "eval_runtime": 0.3629, | |
| "eval_samples_per_second": 2873.907, | |
| "eval_steps_per_second": 13.777, | |
| "step": 272 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 272, | |
| "total_flos": 1793902531485696.0, | |
| "train_loss": 0.5171588974840501, | |
| "train_runtime": 46.5693, | |
| "train_samples_per_second": 9180.945, | |
| "train_steps_per_second": 36.505 | |
| } | |
| ], | |
| "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 | |
| } | |