| { | |
| "best_global_step": 4200, | |
| "best_metric": 0.27899159663865547, | |
| "best_model_checkpoint": "/content/drive/MyDrive/Model-Finetuning/wav2vec2/model/ssw_wav2vec2/checkpoint-4200", | |
| "epoch": 9.0, | |
| "eval_steps": 200, | |
| "global_step": 4221, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.42643923240938164, | |
| "eval_loss": 3.127868413925171, | |
| "eval_runtime": 142.7527, | |
| "eval_samples_per_second": 21.015, | |
| "eval_steps_per_second": 2.627, | |
| "eval_wer": 1.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.8528784648187633, | |
| "grad_norm": 0.9250941276550293, | |
| "learning_rate": 0.0002394, | |
| "loss": 6.4279, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.8528784648187633, | |
| "eval_loss": 3.041430950164795, | |
| "eval_runtime": 139.9604, | |
| "eval_samples_per_second": 21.435, | |
| "eval_steps_per_second": 2.679, | |
| "eval_wer": 1.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.279317697228145, | |
| "eval_loss": 0.7837706804275513, | |
| "eval_runtime": 142.266, | |
| "eval_samples_per_second": 21.087, | |
| "eval_steps_per_second": 2.636, | |
| "eval_wer": 0.8429013710747457, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.7057569296375266, | |
| "grad_norm": 1.504073977470398, | |
| "learning_rate": 0.00027589357699543134, | |
| "loss": 1.5163, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.7057569296375266, | |
| "eval_loss": 0.43869534134864807, | |
| "eval_runtime": 142.8144, | |
| "eval_samples_per_second": 21.006, | |
| "eval_steps_per_second": 2.626, | |
| "eval_wer": 0.572578505086245, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.1321961620469083, | |
| "eval_loss": 0.3610222041606903, | |
| "eval_runtime": 142.7562, | |
| "eval_samples_per_second": 21.015, | |
| "eval_steps_per_second": 2.627, | |
| "eval_wer": 0.49570986289252544, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.55863539445629, | |
| "grad_norm": 0.7447084784507751, | |
| "learning_rate": 0.00024364418167159365, | |
| "loss": 0.5075, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.55863539445629, | |
| "eval_loss": 0.31982430815696716, | |
| "eval_runtime": 143.4945, | |
| "eval_samples_per_second": 20.907, | |
| "eval_steps_per_second": 2.613, | |
| "eval_wer": 0.443343653250774, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.9850746268656714, | |
| "eval_loss": 0.3008059561252594, | |
| "eval_runtime": 143.8433, | |
| "eval_samples_per_second": 20.856, | |
| "eval_steps_per_second": 2.607, | |
| "eval_wer": 0.4136222910216718, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.411513859275053, | |
| "grad_norm": 1.511812448501587, | |
| "learning_rate": 0.00021139478634775596, | |
| "loss": 0.3842, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.411513859275053, | |
| "eval_loss": 0.28225278854370117, | |
| "eval_runtime": 143.5383, | |
| "eval_samples_per_second": 20.9, | |
| "eval_steps_per_second": 2.613, | |
| "eval_wer": 0.3946926138876603, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.837953091684435, | |
| "eval_loss": 0.2640756368637085, | |
| "eval_runtime": 143.3526, | |
| "eval_samples_per_second": 20.927, | |
| "eval_steps_per_second": 2.616, | |
| "eval_wer": 0.3823971693940734, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.264392324093817, | |
| "grad_norm": 0.5882211327552795, | |
| "learning_rate": 0.0001791453910239183, | |
| "loss": 0.3314, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.264392324093817, | |
| "eval_loss": 0.25088655948638916, | |
| "eval_runtime": 142.3146, | |
| "eval_samples_per_second": 21.08, | |
| "eval_steps_per_second": 2.635, | |
| "eval_wer": 0.36134453781512604, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.690831556503198, | |
| "eval_loss": 0.23431462049484253, | |
| "eval_runtime": 143.7921, | |
| "eval_samples_per_second": 20.863, | |
| "eval_steps_per_second": 2.608, | |
| "eval_wer": 0.3430340557275542, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 5.11727078891258, | |
| "grad_norm": 0.9549380540847778, | |
| "learning_rate": 0.00014689599570008062, | |
| "loss": 0.2881, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.11727078891258, | |
| "eval_loss": 0.238094761967659, | |
| "eval_runtime": 144.6143, | |
| "eval_samples_per_second": 20.745, | |
| "eval_steps_per_second": 2.593, | |
| "eval_wer": 0.3442724458204334, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.543710021321962, | |
| "eval_loss": 0.23333857953548431, | |
| "eval_runtime": 145.5196, | |
| "eval_samples_per_second": 20.616, | |
| "eval_steps_per_second": 2.577, | |
| "eval_wer": 0.32596196373286157, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 5.970149253731344, | |
| "grad_norm": 0.9989615678787231, | |
| "learning_rate": 0.00011464660037624293, | |
| "loss": 0.254, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 5.970149253731344, | |
| "eval_loss": 0.21401432156562805, | |
| "eval_runtime": 145.1881, | |
| "eval_samples_per_second": 20.663, | |
| "eval_steps_per_second": 2.583, | |
| "eval_wer": 0.3229544449358691, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.396588486140725, | |
| "eval_loss": 0.2184174358844757, | |
| "eval_runtime": 144.6886, | |
| "eval_samples_per_second": 20.734, | |
| "eval_steps_per_second": 2.592, | |
| "eval_wer": 0.3101282618310482, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 6.823027718550106, | |
| "grad_norm": 1.2803609371185303, | |
| "learning_rate": 8.239720505240526e-05, | |
| "loss": 0.2216, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 6.823027718550106, | |
| "eval_loss": 0.20931990444660187, | |
| "eval_runtime": 147.2603, | |
| "eval_samples_per_second": 20.372, | |
| "eval_steps_per_second": 2.547, | |
| "eval_wer": 0.2998673153471915, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.249466950959488, | |
| "eval_loss": 0.2027914673089981, | |
| "eval_runtime": 147.0408, | |
| "eval_samples_per_second": 20.403, | |
| "eval_steps_per_second": 2.55, | |
| "eval_wer": 0.2978328173374613, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 7.67590618336887, | |
| "grad_norm": 0.5627148151397705, | |
| "learning_rate": 5.014780972856759e-05, | |
| "loss": 0.2088, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 7.67590618336887, | |
| "eval_loss": 0.20001129806041718, | |
| "eval_runtime": 147.1699, | |
| "eval_samples_per_second": 20.385, | |
| "eval_steps_per_second": 2.548, | |
| "eval_wer": 0.28907563025210087, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.102345415778252, | |
| "eval_loss": 0.20037885010242462, | |
| "eval_runtime": 147.1466, | |
| "eval_samples_per_second": 20.388, | |
| "eval_steps_per_second": 2.548, | |
| "eval_wer": 0.2854489164086687, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 8.528784648187633, | |
| "grad_norm": 1.2863858938217163, | |
| "learning_rate": 1.789841440472991e-05, | |
| "loss": 0.181, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 8.528784648187633, | |
| "eval_loss": 0.1965806633234024, | |
| "eval_runtime": 146.72, | |
| "eval_samples_per_second": 20.447, | |
| "eval_steps_per_second": 2.556, | |
| "eval_wer": 0.2815568332596196, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 8.955223880597014, | |
| "eval_loss": 0.19471502304077148, | |
| "eval_runtime": 146.2668, | |
| "eval_samples_per_second": 20.51, | |
| "eval_steps_per_second": 2.564, | |
| "eval_wer": 0.27899159663865547, | |
| "step": 4200 | |
| } | |
| ], | |
| "logging_steps": 400, | |
| "max_steps": 4221, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 200, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.0631810349421126e+19, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |