File size: 2,138 Bytes
255aaf4 |
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 |
{
"best_metric": 0.4863630663948402,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-402",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 536,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 0.49098527431488037,
"eval_matthews_correlation": 0.41038483457442687,
"eval_runtime": 0.7284,
"eval_samples_per_second": 1431.833,
"eval_steps_per_second": 90.605,
"step": 134
},
{
"epoch": 2.0,
"eval_loss": 0.5078911185264587,
"eval_matthews_correlation": 0.4550840399220741,
"eval_runtime": 1.0357,
"eval_samples_per_second": 1007.09,
"eval_steps_per_second": 63.728,
"step": 268
},
{
"epoch": 3.0,
"eval_loss": 0.6435816287994385,
"eval_matthews_correlation": 0.4863630663948402,
"eval_runtime": 0.7155,
"eval_samples_per_second": 1457.781,
"eval_steps_per_second": 92.247,
"step": 402
},
{
"epoch": 3.7313432835820897,
"grad_norm": 3.6653482913970947,
"learning_rate": 5.49225906876445e-06,
"loss": 0.2839,
"step": 500
},
{
"epoch": 4.0,
"eval_loss": 0.739212691783905,
"eval_matthews_correlation": 0.4809785029448826,
"eval_runtime": 0.8504,
"eval_samples_per_second": 1226.417,
"eval_steps_per_second": 77.606,
"step": 536
}
],
"logging_steps": 500,
"max_steps": 536,
"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": true
},
"attributes": {}
}
},
"total_flos": 210467669904852.0,
"train_batch_size": 64,
"trial_name": null,
"trial_params": {
"learning_rate": 8.177363502382625e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 64,
"seed": 17
}
}
|