| { | |
| "best_metric": 0.8472745797249108, | |
| "best_model_checkpoint": "./outputs/albert-base-uncased/fine_tuned_models/checkpoint-9204", | |
| "epoch": 5.0, | |
| "global_step": 15340, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 2.5673640167364017e-05, | |
| "loss": 0.5338, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8337238920020377, | |
| "eval_loss": 0.42842260003089905, | |
| "eval_runtime": 32.4611, | |
| "eval_samples_per_second": 302.362, | |
| "eval_steps_per_second": 37.799, | |
| "step": 3068 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.9255230125523012e-05, | |
| "loss": 0.3616, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8427916454406521, | |
| "eval_loss": 0.41475561261177063, | |
| "eval_runtime": 32.3849, | |
| "eval_samples_per_second": 303.074, | |
| "eval_steps_per_second": 37.888, | |
| "step": 6136 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.2836820083682009e-05, | |
| "loss": 0.258, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8472745797249108, | |
| "eval_loss": 0.4169335663318634, | |
| "eval_runtime": 32.3875, | |
| "eval_samples_per_second": 303.049, | |
| "eval_steps_per_second": 37.885, | |
| "step": 9204 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 6.418410041841004e-06, | |
| "loss": 0.1629, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8429954151808456, | |
| "eval_loss": 0.514365017414093, | |
| "eval_runtime": 32.4249, | |
| "eval_samples_per_second": 302.7, | |
| "eval_steps_per_second": 37.841, | |
| "step": 12272 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0872, | |
| "step": 15340 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8393275598573612, | |
| "eval_loss": 0.6480396389961243, | |
| "eval_runtime": 32.4279, | |
| "eval_samples_per_second": 302.671, | |
| "eval_steps_per_second": 37.838, | |
| "step": 15340 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 15340, | |
| "total_flos": 1.762203942713088e+16, | |
| "train_loss": 0.2806968082194223, | |
| "train_runtime": 15169.7185, | |
| "train_samples_per_second": 129.436, | |
| "train_steps_per_second": 1.011 | |
| } | |
| ], | |
| "max_steps": 15340, | |
| "num_train_epochs": 5, | |
| "total_flos": 1.762203942713088e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |