DunnBC22's picture
All Dunn!!!
9538c96
{
"best_metric": 0.2557324171066284,
"best_model_checkpoint": "distilbert-base-uncased-Tweet_About_Disaster_Or_Not/checkpoint-429",
"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": 0.6649,
"step": 1
},
{
"epoch": 1.0,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.3734,
"step": 143
},
{
"epoch": 1.0,
"eval_F1": 0.7404063205417606,
"eval_Precision": 0.6919831223628692,
"eval_Recall": 0.7961165048543689,
"eval_accuracy": 0.8988566402814424,
"eval_loss": 0.2855009436607361,
"eval_runtime": 32.5504,
"eval_samples_per_second": 34.93,
"eval_steps_per_second": 0.553,
"step": 143
},
{
"epoch": 2.0,
"learning_rate": 1.2e-05,
"loss": 0.2466,
"step": 286
},
{
"epoch": 2.0,
"eval_F1": 0.7381974248927039,
"eval_Precision": 0.6615384615384615,
"eval_Recall": 0.8349514563106796,
"eval_accuracy": 0.8927000879507476,
"eval_loss": 0.255790650844574,
"eval_runtime": 32.1564,
"eval_samples_per_second": 35.358,
"eval_steps_per_second": 0.56,
"step": 286
},
{
"epoch": 3.0,
"learning_rate": 8.000000000000001e-06,
"loss": 0.1723,
"step": 429
},
{
"epoch": 3.0,
"eval_F1": 0.7752293577981653,
"eval_Precision": 0.7347826086956522,
"eval_Recall": 0.8203883495145631,
"eval_accuracy": 0.9138082673702727,
"eval_loss": 0.2557324171066284,
"eval_runtime": 32.7041,
"eval_samples_per_second": 34.766,
"eval_steps_per_second": 0.55,
"step": 429
},
{
"epoch": 4.0,
"learning_rate": 4.000000000000001e-06,
"loss": 0.1292,
"step": 572
},
{
"epoch": 4.0,
"eval_F1": 0.7741935483870966,
"eval_Precision": 0.7368421052631579,
"eval_Recall": 0.8155339805825242,
"eval_accuracy": 0.9138082673702727,
"eval_loss": 0.27726978063583374,
"eval_runtime": 31.6616,
"eval_samples_per_second": 35.911,
"eval_steps_per_second": 0.569,
"step": 572
},
{
"epoch": 5.0,
"learning_rate": 0.0,
"loss": 0.0913,
"step": 715
},
{
"epoch": 5.0,
"eval_F1": 0.7759815242494226,
"eval_Precision": 0.7400881057268722,
"eval_Recall": 0.8155339805825242,
"eval_accuracy": 0.9146877748460862,
"eval_loss": 0.300839364528656,
"eval_runtime": 62.0482,
"eval_samples_per_second": 18.324,
"eval_steps_per_second": 0.29,
"step": 715
},
{
"epoch": 5.0,
"step": 715,
"total_flos": 494206887142080.0,
"train_loss": 0.20296044624768772,
"train_runtime": 4241.2382,
"train_samples_per_second": 10.723,
"train_steps_per_second": 0.169
}
],
"max_steps": 715,
"num_train_epochs": 5,
"total_flos": 494206887142080.0,
"trial_name": null,
"trial_params": null
}