File size: 2,157 Bytes
f52379d |
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 |
{
"best_metric": 0.7953667953667953,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-r7r8youc/checkpoint-50",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 50,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2,
"grad_norm": 1.2081632614135742,
"learning_rate": 6.699943884317094e-05,
"loss": 0.5387,
"step": 10
},
{
"epoch": 0.4,
"grad_norm": 4.086586952209473,
"learning_rate": 6.347315258826721e-05,
"loss": 0.4384,
"step": 20
},
{
"epoch": 0.6,
"grad_norm": 4.491854190826416,
"learning_rate": 5.994686633336347e-05,
"loss": 0.4018,
"step": 30
},
{
"epoch": 0.8,
"grad_norm": 10.669224739074707,
"learning_rate": 5.6420580078459746e-05,
"loss": 0.3826,
"step": 40
},
{
"epoch": 1.0,
"grad_norm": 1.3707859516143799,
"learning_rate": 5.2894293823556006e-05,
"loss": 0.4844,
"step": 50
},
{
"epoch": 1.0,
"eval_accuracy": 0.8675,
"eval_f1": 0.7953667953667953,
"eval_loss": 0.33214980363845825,
"eval_precision": 0.7573529411764706,
"eval_recall": 0.8373983739837398,
"eval_runtime": 1.5208,
"eval_samples_per_second": 263.015,
"eval_steps_per_second": 16.438,
"step": 50
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 211815370450944.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 7.052572509807468e-05,
"metric": "eval/loss",
"num_train_epochs": 4,
"per_device_train_batch_size": 32,
"seed": 29
}
}
|