| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 27.0042194092827, | |
| "global_step": 6400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 7.920000000000001e-05, | |
| "loss": 9.7705, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "eval_loss": 3.045895576477051, | |
| "eval_runtime": 105.6261, | |
| "eval_samples_per_second": 16.047, | |
| "eval_steps_per_second": 2.007, | |
| "eval_wer": 1.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 9.517601043024771e-05, | |
| "loss": 2.7947, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "eval_loss": 1.6579201221466064, | |
| "eval_runtime": 102.9312, | |
| "eval_samples_per_second": 16.467, | |
| "eval_steps_per_second": 2.06, | |
| "eval_wer": 1.0785922937821673, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 8.865710560625816e-05, | |
| "loss": 1.0354, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "eval_loss": 0.6200010776519775, | |
| "eval_runtime": 102.9566, | |
| "eval_samples_per_second": 16.463, | |
| "eval_steps_per_second": 2.059, | |
| "eval_wer": 0.7493392683266101, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "learning_rate": 8.213820078226858e-05, | |
| "loss": 0.5782, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "eval_loss": 0.5652060508728027, | |
| "eval_runtime": 104.7594, | |
| "eval_samples_per_second": 16.18, | |
| "eval_steps_per_second": 2.024, | |
| "eval_wer": 0.7191542634580609, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 7.561929595827901e-05, | |
| "loss": 0.4526, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "eval_loss": 0.5032265782356262, | |
| "eval_runtime": 118.2197, | |
| "eval_samples_per_second": 14.338, | |
| "eval_steps_per_second": 1.793, | |
| "eval_wer": 0.6482125469467241, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 10.13, | |
| "learning_rate": 6.910039113428944e-05, | |
| "loss": 0.3766, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 10.13, | |
| "eval_loss": 0.4892590045928955, | |
| "eval_runtime": 106.8164, | |
| "eval_samples_per_second": 15.868, | |
| "eval_steps_per_second": 1.985, | |
| "eval_wer": 0.6219223814160523, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "learning_rate": 6.258148631029988e-05, | |
| "loss": 0.3112, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "eval_loss": 0.46891558170318604, | |
| "eval_runtime": 105.9027, | |
| "eval_samples_per_second": 16.005, | |
| "eval_steps_per_second": 2.002, | |
| "eval_wer": 0.6139936013353735, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 13.5, | |
| "learning_rate": 5.606258148631031e-05, | |
| "loss": 0.2825, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 13.5, | |
| "eval_loss": 0.48954522609710693, | |
| "eval_runtime": 108.9558, | |
| "eval_samples_per_second": 15.557, | |
| "eval_steps_per_second": 1.946, | |
| "eval_wer": 0.6003616636528029, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 15.19, | |
| "learning_rate": 4.954367666232073e-05, | |
| "loss": 0.253, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 15.19, | |
| "eval_loss": 0.494277685880661, | |
| "eval_runtime": 107.9999, | |
| "eval_samples_per_second": 15.694, | |
| "eval_steps_per_second": 1.963, | |
| "eval_wer": 0.5914591737376548, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 16.88, | |
| "learning_rate": 4.3024771838331163e-05, | |
| "loss": 0.2359, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 16.88, | |
| "eval_loss": 0.47655120491981506, | |
| "eval_runtime": 110.482, | |
| "eval_samples_per_second": 15.342, | |
| "eval_steps_per_second": 1.919, | |
| "eval_wer": 0.5760189177910697, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 18.57, | |
| "learning_rate": 3.650586701434159e-05, | |
| "loss": 0.2086, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 18.57, | |
| "eval_loss": 0.48324596881866455, | |
| "eval_runtime": 105.3701, | |
| "eval_samples_per_second": 16.086, | |
| "eval_steps_per_second": 2.012, | |
| "eval_wer": 0.57768813465016, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 20.25, | |
| "learning_rate": 2.9986962190352026e-05, | |
| "loss": 0.1987, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 20.25, | |
| "eval_loss": 0.4831419885158539, | |
| "eval_runtime": 102.4502, | |
| "eval_samples_per_second": 16.545, | |
| "eval_steps_per_second": 2.069, | |
| "eval_wer": 0.5722631798581166, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 21.94, | |
| "learning_rate": 2.3468057366362453e-05, | |
| "loss": 0.1812, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 21.94, | |
| "eval_loss": 0.47938045859336853, | |
| "eval_runtime": 110.2812, | |
| "eval_samples_per_second": 15.37, | |
| "eval_steps_per_second": 1.922, | |
| "eval_wer": 0.5669773264709974, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 23.63, | |
| "learning_rate": 1.694915254237288e-05, | |
| "loss": 0.1759, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 23.63, | |
| "eval_loss": 0.4787568747997284, | |
| "eval_runtime": 111.7955, | |
| "eval_samples_per_second": 15.162, | |
| "eval_steps_per_second": 1.896, | |
| "eval_wer": 0.564473501182362, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 25.32, | |
| "learning_rate": 1.0430247718383312e-05, | |
| "loss": 0.1695, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 25.32, | |
| "eval_loss": 0.471430242061615, | |
| "eval_runtime": 115.4715, | |
| "eval_samples_per_second": 14.679, | |
| "eval_steps_per_second": 1.836, | |
| "eval_wer": 0.5600222562247879, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "learning_rate": 3.9113428943937425e-06, | |
| "loss": 0.1595, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_loss": 0.4793846905231476, | |
| "eval_runtime": 107.2446, | |
| "eval_samples_per_second": 15.805, | |
| "eval_steps_per_second": 1.977, | |
| "eval_wer": 0.5586312421755459, | |
| "step": 6400 | |
| } | |
| ], | |
| "max_steps": 6636, | |
| "num_train_epochs": 28, | |
| "total_flos": 1.1173889195953228e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |