File size: 2,334 Bytes
c52ae73 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 |
{
"best_metric": 0.5168539325842697,
"best_model_checkpoint": "w2v-bert-2.0-CV_Fleurs-lg-5hrs-v4/checkpoint-774",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 774,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 11.246596336364746,
"learning_rate": 5.1200000000000004e-05,
"loss": 1.9959,
"step": 258
},
{
"epoch": 1.0,
"eval_cer": 0.13379445701894616,
"eval_loss": 0.5475470423698425,
"eval_runtime": 29.6601,
"eval_samples_per_second": 27.849,
"eval_steps_per_second": 6.979,
"eval_wer": 0.6078173559646187,
"step": 258
},
{
"epoch": 2.0,
"grad_norm": 1.1338785886764526,
"learning_rate": 9.994466403162056e-05,
"loss": 0.5447,
"step": 516
},
{
"epoch": 2.0,
"eval_cer": 0.1309612371199291,
"eval_loss": 0.5649892687797546,
"eval_runtime": 29.1014,
"eval_samples_per_second": 28.384,
"eval_steps_per_second": 7.113,
"eval_wer": 0.5978962467128854,
"step": 516
},
{
"epoch": 3.0,
"grad_norm": 5.585188388824463,
"learning_rate": 9.892490118577076e-05,
"loss": 0.4574,
"step": 774
},
{
"epoch": 3.0,
"eval_cer": 0.11218917678342487,
"eval_loss": 0.45441317558288574,
"eval_runtime": 29.5398,
"eval_samples_per_second": 27.962,
"eval_steps_per_second": 7.007,
"eval_wer": 0.5168539325842697,
"step": 774
}
],
"logging_steps": 500,
"max_steps": 25800,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 20,
"early_stopping_threshold": 0.001
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.637719720799781e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|