| { |
| "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 |
| } |
|
|