File size: 1,600 Bytes
c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b 05c8f03 c9b863b | 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 | {
"best_metric": 0.8066298342541437,
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-2/checkpoint-734",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 734,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.7808471454880295,
"eval_loss": 0.4515644609928131,
"eval_runtime": 1.6125,
"eval_samples_per_second": 1010.242,
"eval_steps_per_second": 63.256,
"step": 367
},
{
"epoch": 1.3623978201634879,
"grad_norm": 3.5979933738708496,
"learning_rate": 2.9911866451614284e-06,
"loss": 0.5208,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8066298342541437,
"eval_loss": 0.448224276304245,
"eval_runtime": 1.6212,
"eval_samples_per_second": 1004.815,
"eval_steps_per_second": 62.917,
"step": 734
}
],
"logging_steps": 500,
"max_steps": 1101,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 45391795937400.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 5.479694669422184e-06,
"num_train_epochs": 3,
"per_device_train_batch_size": 4,
"seed": 23
}
}
|