DunnBC22's picture
All Dunn!!!
23ad7bd
raw
history blame contribute delete
No virus
3.17 kB
{
"best_metric": 0.22921106219291687,
"best_model_checkpoint": "ernie-2.0-base-en-Tweet_About_Disaster_Or_Not/checkpoint-286",
"epoch": 5.0,
"global_step": 715,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 1.9972027972027975e-05,
"loss": 0.6437,
"step": 1
},
{
"epoch": 1.0,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.347,
"step": 143
},
{
"epoch": 1.0,
"eval_F1": 0.7342256214149139,
"eval_Precision": 0.6153846153846154,
"eval_Recall": 0.909952606635071,
"eval_accuracy": 0.8777484608619174,
"eval_loss": 0.2663082480430603,
"eval_runtime": 94.3482,
"eval_samples_per_second": 12.051,
"eval_steps_per_second": 0.191,
"step": 143
},
{
"epoch": 2.0,
"learning_rate": 1.2e-05,
"loss": 0.2192,
"step": 286
},
{
"epoch": 2.0,
"eval_F1": 0.7876106194690267,
"eval_Precision": 0.7385892116182573,
"eval_Recall": 0.8436018957345972,
"eval_accuracy": 0.9155672823218998,
"eval_loss": 0.22921106219291687,
"eval_runtime": 90.2713,
"eval_samples_per_second": 12.595,
"eval_steps_per_second": 0.199,
"step": 286
},
{
"epoch": 3.0,
"learning_rate": 8.000000000000001e-06,
"loss": 0.132,
"step": 429
},
{
"epoch": 3.0,
"eval_F1": 0.7843137254901961,
"eval_Precision": 0.7258064516129032,
"eval_Recall": 0.8530805687203792,
"eval_accuracy": 0.9129287598944591,
"eval_loss": 0.26291149854660034,
"eval_runtime": 90.0373,
"eval_samples_per_second": 12.628,
"eval_steps_per_second": 0.2,
"step": 429
},
{
"epoch": 4.0,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0767,
"step": 572
},
{
"epoch": 4.0,
"eval_F1": 0.780701754385965,
"eval_Precision": 0.726530612244898,
"eval_Recall": 0.8436018957345972,
"eval_accuracy": 0.9120492524186455,
"eval_loss": 0.32662004232406616,
"eval_runtime": 89.7111,
"eval_samples_per_second": 12.674,
"eval_steps_per_second": 0.201,
"step": 572
},
{
"epoch": 5.0,
"learning_rate": 0.0,
"loss": 0.0532,
"step": 715
},
{
"epoch": 5.0,
"eval_F1": 0.7787610619469026,
"eval_Precision": 0.7302904564315352,
"eval_Recall": 0.8341232227488151,
"eval_accuracy": 0.9120492524186455,
"eval_loss": 0.36217325925827026,
"eval_runtime": 99.3483,
"eval_samples_per_second": 11.445,
"eval_steps_per_second": 0.181,
"step": 715
},
{
"epoch": 5.0,
"step": 715,
"total_flos": 1776246290294400.0,
"train_loss": 0.16604990333943934,
"train_runtime": 14546.7071,
"train_samples_per_second": 3.126,
"train_steps_per_second": 0.049
}
],
"max_steps": 715,
"num_train_epochs": 5,
"total_flos": 1776246290294400.0,
"trial_name": null,
"trial_params": null
}