AmelieSchreiber's picture
Upload 11 files
a17264a
raw
history blame
2.51 kB
{
"best_metric": 0.2905413020689372,
"best_model_checkpoint": "esm2_t12_35M_qlora_binding_sites_2023-09-29_21-23-10/checkpoint-2620",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 2620,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 0.00036486016528034,
"loss": 0.438,
"step": 200
},
{
"epoch": 0.15,
"learning_rate": 0.0003492734066977151,
"loss": 0.2546,
"step": 400
},
{
"epoch": 0.23,
"learning_rate": 0.00032428866475798075,
"loss": 0.2093,
"step": 600
},
{
"epoch": 0.31,
"learning_rate": 0.00029133598412353574,
"loss": 0.1859,
"step": 800
},
{
"epoch": 0.38,
"learning_rate": 0.0002523014681276343,
"loss": 0.1708,
"step": 1000
},
{
"epoch": 0.46,
"learning_rate": 0.00020941932440723778,
"loss": 0.163,
"step": 1200
},
{
"epoch": 0.53,
"learning_rate": 0.0001651439861875321,
"loss": 0.1569,
"step": 1400
},
{
"epoch": 0.61,
"learning_rate": 0.00012200962857625793,
"loss": 0.1523,
"step": 1600
},
{
"epoch": 0.69,
"learning_rate": 8.248512069428916e-05,
"loss": 0.1496,
"step": 1800
},
{
"epoch": 0.76,
"learning_rate": 4.883271570665299e-05,
"loss": 0.1472,
"step": 2000
},
{
"epoch": 0.84,
"learning_rate": 2.2978566873028572e-05,
"loss": 0.1447,
"step": 2200
},
{
"epoch": 0.92,
"learning_rate": 6.402480854199967e-06,
"loss": 0.1448,
"step": 2400
},
{
"epoch": 0.99,
"learning_rate": 5.321843352333027e-08,
"loss": 0.1456,
"step": 2600
},
{
"epoch": 1.0,
"eval_accuracy": 0.9158318765632355,
"eval_auc": 0.8735825732790565,
"eval_f1": 0.2905413020689372,
"eval_loss": 0.3306124210357666,
"eval_mcc": 0.3586807785767391,
"eval_precision": 0.17611340104588588,
"eval_recall": 0.829501533305547,
"eval_runtime": 1771.8069,
"eval_samples_per_second": 124.517,
"eval_steps_per_second": 0.733,
"step": 2620
}
],
"logging_steps": 200,
"max_steps": 2620,
"num_train_epochs": 1,
"save_steps": 500,
"total_flos": 1.7844788489074154e+17,
"trial_name": null,
"trial_params": null
}