| { | |
| "best_metric": 0.5159673470694772, | |
| "best_model_checkpoint": "./xlnet-base-cased/fine_tuned_models/checkpoint-1072", | |
| "epoch": 10.0, | |
| "global_step": 2680, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 2e-05, | |
| "loss": 0.6209, | |
| "step": 268 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 0.6063559651374817, | |
| "eval_matthews_correlation": 0.0, | |
| "eval_runtime": 5.3348, | |
| "eval_samples_per_second": 195.508, | |
| "eval_steps_per_second": 24.556, | |
| "step": 268 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.7777777777777777e-05, | |
| "loss": 0.5596, | |
| "step": 536 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.5895028114318848, | |
| "eval_matthews_correlation": 0.33728969959232674, | |
| "eval_runtime": 5.3138, | |
| "eval_samples_per_second": 196.282, | |
| "eval_steps_per_second": 24.653, | |
| "step": 536 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.555555555555556e-05, | |
| "loss": 0.4363, | |
| "step": 804 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 0.6392635107040405, | |
| "eval_matthews_correlation": 0.3799227380360581, | |
| "eval_runtime": 5.2969, | |
| "eval_samples_per_second": 196.909, | |
| "eval_steps_per_second": 24.732, | |
| "step": 804 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 1.3333333333333333e-05, | |
| "loss": 0.3313, | |
| "step": 1072 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.5387118458747864, | |
| "eval_matthews_correlation": 0.5159673470694772, | |
| "eval_runtime": 5.2925, | |
| "eval_samples_per_second": 197.072, | |
| "eval_steps_per_second": 24.752, | |
| "step": 1072 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 1.1111111111111113e-05, | |
| "loss": 0.2597, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 0.7145249843597412, | |
| "eval_matthews_correlation": 0.48924710895559326, | |
| "eval_runtime": 5.3082, | |
| "eval_samples_per_second": 196.49, | |
| "eval_steps_per_second": 24.679, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 8.888888888888888e-06, | |
| "loss": 0.1937, | |
| "step": 1608 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 0.8948436379432678, | |
| "eval_matthews_correlation": 0.4772761198584598, | |
| "eval_runtime": 5.3286, | |
| "eval_samples_per_second": 195.735, | |
| "eval_steps_per_second": 24.584, | |
| "step": 1608 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 6.666666666666667e-06, | |
| "loss": 0.1567, | |
| "step": 1876 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 0.9947971105575562, | |
| "eval_matthews_correlation": 0.47467239745267154, | |
| "eval_runtime": 5.3053, | |
| "eval_samples_per_second": 196.596, | |
| "eval_steps_per_second": 24.692, | |
| "step": 1876 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 4.444444444444444e-06, | |
| "loss": 0.1292, | |
| "step": 2144 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.9624822735786438, | |
| "eval_matthews_correlation": 0.5089710686381267, | |
| "eval_runtime": 5.3084, | |
| "eval_samples_per_second": 196.481, | |
| "eval_steps_per_second": 24.678, | |
| "step": 2144 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 2.222222222222222e-06, | |
| "loss": 0.1037, | |
| "step": 2412 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 1.052783489227295, | |
| "eval_matthews_correlation": 0.507992911858168, | |
| "eval_runtime": 5.3049, | |
| "eval_samples_per_second": 196.61, | |
| "eval_steps_per_second": 24.694, | |
| "step": 2412 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0943, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 1.1543114185333252, | |
| "eval_matthews_correlation": 0.5100509365200628, | |
| "eval_runtime": 5.3208, | |
| "eval_samples_per_second": 196.022, | |
| "eval_steps_per_second": 24.62, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 2680, | |
| "total_flos": 3851987691901440.0, | |
| "train_loss": 0.28853215957755474, | |
| "train_runtime": 1321.6062, | |
| "train_samples_per_second": 64.702, | |
| "train_steps_per_second": 2.028 | |
| } | |
| ], | |
| "max_steps": 2680, | |
| "num_train_epochs": 10, | |
| "total_flos": 3851987691901440.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |