| { |
| "best_metric": 0.41574952006340027, |
| "best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_sst2/checkpoint-527", |
| "epoch": 6.0, |
| "global_step": 3162, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "learning_rate": 4.9003795066413664e-05, |
| "loss": 0.487, |
| "step": 527 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8027522935779816, |
| "eval_loss": 0.41574952006340027, |
| "eval_runtime": 1.4703, |
| "eval_samples_per_second": 593.065, |
| "eval_steps_per_second": 4.761, |
| "step": 527 |
| }, |
| { |
| "epoch": 2.0, |
| "learning_rate": 4.800379506641367e-05, |
| "loss": 0.2824, |
| "step": 1054 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8004587155963303, |
| "eval_loss": 0.43506258726119995, |
| "eval_runtime": 1.416, |
| "eval_samples_per_second": 615.81, |
| "eval_steps_per_second": 4.943, |
| "step": 1054 |
| }, |
| { |
| "epoch": 3.0, |
| "learning_rate": 4.700379506641366e-05, |
| "loss": 0.2265, |
| "step": 1581 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8096330275229358, |
| "eval_loss": 0.4486955404281616, |
| "eval_runtime": 1.4216, |
| "eval_samples_per_second": 613.408, |
| "eval_steps_per_second": 4.924, |
| "step": 1581 |
| }, |
| { |
| "epoch": 4.0, |
| "learning_rate": 4.6003795066413666e-05, |
| "loss": 0.1989, |
| "step": 2108 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.7993119266055045, |
| "eval_loss": 0.5181797742843628, |
| "eval_runtime": 1.4169, |
| "eval_samples_per_second": 615.418, |
| "eval_steps_per_second": 4.94, |
| "step": 2108 |
| }, |
| { |
| "epoch": 5.0, |
| "learning_rate": 4.50056925996205e-05, |
| "loss": 0.1813, |
| "step": 2635 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.7981651376146789, |
| "eval_loss": 0.46536529064178467, |
| "eval_runtime": 1.4169, |
| "eval_samples_per_second": 615.449, |
| "eval_steps_per_second": 4.941, |
| "step": 2635 |
| }, |
| { |
| "epoch": 6.0, |
| "learning_rate": 4.4005692599620494e-05, |
| "loss": 0.1684, |
| "step": 3162 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.7924311926605505, |
| "eval_loss": 0.5339637398719788, |
| "eval_runtime": 1.4148, |
| "eval_samples_per_second": 616.334, |
| "eval_steps_per_second": 4.948, |
| "step": 3162 |
| }, |
| { |
| "epoch": 6.0, |
| "step": 3162, |
| "total_flos": 1.2670068697595904e+16, |
| "train_loss": 0.2574223995510345, |
| "train_runtime": 2226.6844, |
| "train_samples_per_second": 1512.316, |
| "train_steps_per_second": 11.834 |
| } |
| ], |
| "max_steps": 26350, |
| "num_train_epochs": 50, |
| "total_flos": 1.2670068697595904e+16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
