| { | |
| "best_metric": 13.012854375770383, | |
| "best_model_checkpoint": "./whisper-small-korean/checkpoint-1000", | |
| "epoch": 71.41379310344827, | |
| "global_step": 1000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 6.611096473669596e-06, | |
| "loss": 0.2939, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 8.360489289678585e-06, | |
| "loss": 0.0651, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "learning_rate": 9.316614300602277e-06, | |
| "loss": 0.0166, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 7.14, | |
| "learning_rate": 9.978175972987748e-06, | |
| "loss": 0.0063, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "learning_rate": 9.733333333333334e-06, | |
| "loss": 0.0044, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 9.444444444444445e-06, | |
| "loss": 0.0034, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 12.48, | |
| "learning_rate": 9.155555555555557e-06, | |
| "loss": 0.0059, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 14.28, | |
| "learning_rate": 8.866666666666668e-06, | |
| "loss": 0.004, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 16.07, | |
| "learning_rate": 8.577777777777778e-06, | |
| "loss": 0.0028, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 17.83, | |
| "learning_rate": 8.3e-06, | |
| "loss": 0.0014, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 19.62, | |
| "learning_rate": 8.011111111111113e-06, | |
| "loss": 0.0011, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 21.41, | |
| "learning_rate": 7.722222222222223e-06, | |
| "loss": 0.0009, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 23.21, | |
| "learning_rate": 7.433333333333334e-06, | |
| "loss": 0.0009, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 24.97, | |
| "learning_rate": 7.1444444444444446e-06, | |
| "loss": 0.0008, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 26.76, | |
| "learning_rate": 6.855555555555556e-06, | |
| "loss": 0.0007, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 28.55, | |
| "learning_rate": 6.566666666666667e-06, | |
| "loss": 0.0007, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 30.34, | |
| "learning_rate": 6.277777777777778e-06, | |
| "loss": 0.0006, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 32.14, | |
| "learning_rate": 5.98888888888889e-06, | |
| "loss": 0.0006, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 33.9, | |
| "learning_rate": 5.711111111111112e-06, | |
| "loss": 0.0005, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 35.69, | |
| "learning_rate": 5.422222222222223e-06, | |
| "loss": 0.0005, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 35.69, | |
| "eval_loss": 0.31884765625, | |
| "eval_runtime": 89.0963, | |
| "eval_samples_per_second": 4.287, | |
| "eval_steps_per_second": 0.067, | |
| "eval_wer": 13.030463109702412, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 37.48, | |
| "learning_rate": 5.133333333333334e-06, | |
| "loss": 0.0005, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 39.28, | |
| "learning_rate": 4.8444444444444446e-06, | |
| "loss": 0.0005, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 41.07, | |
| "learning_rate": 4.555555555555556e-06, | |
| "loss": 0.0005, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 42.83, | |
| "learning_rate": 4.266666666666668e-06, | |
| "loss": 0.0004, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 44.62, | |
| "learning_rate": 3.977777777777778e-06, | |
| "loss": 0.0004, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 46.41, | |
| "learning_rate": 3.688888888888889e-06, | |
| "loss": 0.0004, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 48.21, | |
| "learning_rate": 3.4000000000000005e-06, | |
| "loss": 0.0004, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 49.97, | |
| "learning_rate": 3.1222222222222228e-06, | |
| "loss": 0.0004, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 51.76, | |
| "learning_rate": 2.8333333333333335e-06, | |
| "loss": 0.0004, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 53.55, | |
| "learning_rate": 2.5444444444444446e-06, | |
| "loss": 0.0004, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 55.34, | |
| "learning_rate": 2.2555555555555557e-06, | |
| "loss": 0.0004, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 57.14, | |
| "learning_rate": 1.9666666666666668e-06, | |
| "loss": 0.0004, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 58.9, | |
| "learning_rate": 1.6777777777777779e-06, | |
| "loss": 0.0004, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 60.69, | |
| "learning_rate": 1.3888888888888892e-06, | |
| "loss": 0.0004, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 62.48, | |
| "learning_rate": 1.1e-06, | |
| "loss": 0.0004, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 64.28, | |
| "learning_rate": 8.111111111111112e-07, | |
| "loss": 0.0004, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 66.07, | |
| "learning_rate": 5.222222222222223e-07, | |
| "loss": 0.0003, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 67.83, | |
| "learning_rate": 2.444444444444445e-07, | |
| "loss": 0.0003, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 69.62, | |
| "learning_rate": 0.0, | |
| "loss": 0.0003, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 71.41, | |
| "learning_rate": 0.0, | |
| "loss": 0.0003, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 71.41, | |
| "eval_loss": 0.33154296875, | |
| "eval_runtime": 89.0871, | |
| "eval_samples_per_second": 4.288, | |
| "eval_steps_per_second": 0.067, | |
| "eval_wer": 13.012854375770383, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 71.41, | |
| "step": 1000, | |
| "total_flos": 6.854445413862841e+19, | |
| "train_loss": 0.010475540935993195, | |
| "train_runtime": 5731.9768, | |
| "train_samples_per_second": 5.583, | |
| "train_steps_per_second": 0.174 | |
| } | |
| ], | |
| "max_steps": 1000, | |
| "num_train_epochs": 72, | |
| "total_flos": 6.854445413862841e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |