| { | |
| "best_metric": 2.2569007873535156, | |
| "best_model_checkpoint": "hBERTv2_new_pretrain_w_init_48_stsb/checkpoint-135", | |
| "epoch": 8.0, | |
| "global_step": 360, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 3.9200000000000004e-05, | |
| "loss": 2.3064, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_combined_score": 0.1462439839108577, | |
| "eval_loss": 2.2783970832824707, | |
| "eval_pearson": 0.14921550721008922, | |
| "eval_runtime": 2.6216, | |
| "eval_samples_per_second": 572.162, | |
| "eval_spearmanr": 0.14327246061162616, | |
| "eval_steps_per_second": 4.577, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 3.8400000000000005e-05, | |
| "loss": 1.9454, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_combined_score": 0.26030447251939637, | |
| "eval_loss": 2.2772936820983887, | |
| "eval_pearson": 0.26598543333404057, | |
| "eval_runtime": 2.6525, | |
| "eval_samples_per_second": 565.495, | |
| "eval_spearmanr": 0.2546235117047522, | |
| "eval_steps_per_second": 4.524, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 3.76e-05, | |
| "loss": 1.7733, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_combined_score": 0.24645036793946712, | |
| "eval_loss": 2.2569007873535156, | |
| "eval_pearson": 0.2426344717924136, | |
| "eval_runtime": 2.6404, | |
| "eval_samples_per_second": 568.092, | |
| "eval_spearmanr": 0.25026626408652064, | |
| "eval_steps_per_second": 4.545, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 3.680000000000001e-05, | |
| "loss": 1.4752, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_combined_score": 0.29290243765316837, | |
| "eval_loss": 2.3394598960876465, | |
| "eval_pearson": 0.2832887660979118, | |
| "eval_runtime": 2.6479, | |
| "eval_samples_per_second": 566.491, | |
| "eval_spearmanr": 0.30251610920842487, | |
| "eval_steps_per_second": 4.532, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 3.6e-05, | |
| "loss": 1.083, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_combined_score": 0.30418757127487117, | |
| "eval_loss": 2.4139511585235596, | |
| "eval_pearson": 0.30172563341382985, | |
| "eval_runtime": 2.6618, | |
| "eval_samples_per_second": 563.529, | |
| "eval_spearmanr": 0.30664950913591255, | |
| "eval_steps_per_second": 4.508, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 3.52e-05, | |
| "loss": 0.8694, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_combined_score": 0.29075556065228314, | |
| "eval_loss": 2.885422468185425, | |
| "eval_pearson": 0.27900766009179806, | |
| "eval_runtime": 2.6377, | |
| "eval_samples_per_second": 568.667, | |
| "eval_spearmanr": 0.30250346121276817, | |
| "eval_steps_per_second": 4.549, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 3.44e-05, | |
| "loss": 0.7272, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_combined_score": 0.30536562210653795, | |
| "eval_loss": 2.890129566192627, | |
| "eval_pearson": 0.30412357536912293, | |
| "eval_runtime": 2.6421, | |
| "eval_samples_per_second": 567.735, | |
| "eval_spearmanr": 0.3066076688439529, | |
| "eval_steps_per_second": 4.542, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 3.3600000000000004e-05, | |
| "loss": 0.6008, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_combined_score": 0.283502287603587, | |
| "eval_loss": 2.6252315044403076, | |
| "eval_pearson": 0.283732546596965, | |
| "eval_runtime": 2.6457, | |
| "eval_samples_per_second": 566.952, | |
| "eval_spearmanr": 0.283272028610209, | |
| "eval_steps_per_second": 4.536, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 360, | |
| "total_flos": 6730376961589248.0, | |
| "train_loss": 1.3476022349463568, | |
| "train_runtime": 308.5467, | |
| "train_samples_per_second": 931.626, | |
| "train_steps_per_second": 7.292 | |
| } | |
| ], | |
| "max_steps": 2250, | |
| "num_train_epochs": 50, | |
| "total_flos": 6730376961589248.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |