elisanchez-beep's picture
Upload 9 files
c843e6e verified
raw
history blame contribute delete
No virus
2.62 kB
{
"best_metric": 0.7524875621890547,
"best_model_checkpoint": "./outputs/deberta-base-output/vua_metaphor_32_0.1_0.00005_03-21-23_21-55/checkpoint-906",
"epoch": 4.0,
"global_step": 1208,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 3.9911894273127756e-05,
"loss": 0.1588,
"step": 302
},
{
"epoch": 1.0,
"eval_accuracy": 0.9615206305053314,
"eval_f1": 0.6345506345506345,
"eval_loss": 0.09228184819221497,
"eval_precision": 0.8226997985224983,
"eval_recall": 0.5164418212478921,
"eval_runtime": 7.3935,
"eval_samples_per_second": 325.962,
"eval_steps_per_second": 40.847,
"step": 302
},
{
"epoch": 2.0,
"learning_rate": 2.6607929515418507e-05,
"loss": 0.0661,
"step": 604
},
{
"epoch": 2.0,
"eval_accuracy": 0.9673020807766779,
"eval_f1": 0.7279328341275245,
"eval_loss": 0.08415527641773224,
"eval_precision": 0.7882063882063882,
"eval_recall": 0.6762225969645869,
"eval_runtime": 7.0018,
"eval_samples_per_second": 344.196,
"eval_steps_per_second": 43.132,
"step": 604
},
{
"epoch": 3.0,
"learning_rate": 1.3303964757709254e-05,
"loss": 0.0358,
"step": 906
},
{
"epoch": 3.0,
"eval_accuracy": 0.9674384357359077,
"eval_f1": 0.7524875621890547,
"eval_loss": 0.10287901014089584,
"eval_precision": 0.7402120717781403,
"eval_recall": 0.765177065767285,
"eval_runtime": 6.9543,
"eval_samples_per_second": 346.549,
"eval_steps_per_second": 43.426,
"step": 906
},
{
"epoch": 4.0,
"learning_rate": 0.0,
"loss": 0.019,
"step": 1208
},
{
"epoch": 4.0,
"eval_accuracy": 0.968229294499441,
"eval_f1": 0.738378621154278,
"eval_loss": 0.11687722057104111,
"eval_precision": 0.7900048053820279,
"eval_recall": 0.6930860033726813,
"eval_runtime": 6.91,
"eval_samples_per_second": 348.768,
"eval_steps_per_second": 43.704,
"step": 1208
},
{
"epoch": 4.0,
"step": 1208,
"total_flos": 1154456176071726.0,
"train_loss": 0.0699166256860392,
"train_runtime": 336.8243,
"train_samples_per_second": 114.398,
"train_steps_per_second": 3.586
}
],
"max_steps": 1208,
"num_train_epochs": 4,
"total_flos": 1154456176071726.0,
"trial_name": null,
"trial_params": null
}