File size: 1,744 Bytes
746fca6 |
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 |
{
"best_metric": 0.5033485542799104,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-1605",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1605,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"learning_rate": 3.177733965790665e-05,
"loss": 0.5312,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.5129074454307556,
"eval_matthews_correlation": 0.42602448983421265,
"eval_runtime": 0.5399,
"eval_samples_per_second": 1932.01,
"eval_steps_per_second": 122.256,
"step": 535
},
{
"epoch": 1.87,
"learning_rate": 1.739845293487197e-05,
"loss": 0.3098,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.5732018351554871,
"eval_matthews_correlation": 0.482985877914811,
"eval_runtime": 0.724,
"eval_samples_per_second": 1440.52,
"eval_steps_per_second": 91.155,
"step": 1070
},
{
"epoch": 2.8,
"learning_rate": 3.019566211837284e-06,
"loss": 0.1857,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.7172908782958984,
"eval_matthews_correlation": 0.5033485542799104,
"eval_runtime": 0.6596,
"eval_samples_per_second": 1581.298,
"eval_steps_per_second": 100.063,
"step": 1605
}
],
"logging_steps": 500,
"max_steps": 1605,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 128263369826388.0,
"trial_name": null,
"trial_params": {
"learning_rate": 4.615622638094134e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 16,
"seed": 31
}
}
|