gal_enpt_XLM-R / trainer_state.json
mbruton's picture
Upload 11 files
2c154cf
raw
history blame
2.94 kB
{
"best_metric": 0.31592875719070435,
"best_model_checkpoint": "gal_enpt_XLM-R/checkpoint-1250",
"epoch": 6.0,
"global_step": 1500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8747239941118744,
"eval_f1": 0.5165929203539823,
"eval_loss": 0.46114709973335266,
"eval_precision": 0.5705061082024433,
"eval_recall": 0.47198960438925786,
"eval_runtime": 5.1534,
"eval_samples_per_second": 193.466,
"eval_steps_per_second": 12.225,
"step": 250
},
{
"epoch": 2.0,
"learning_rate": 1.9600000000000002e-05,
"loss": 0.6032,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9003618743866536,
"eval_f1": 0.6379219210148759,
"eval_loss": 0.35644981265068054,
"eval_precision": 0.6686718378977363,
"eval_recall": 0.6098758302050246,
"eval_runtime": 5.0374,
"eval_samples_per_second": 197.92,
"eval_steps_per_second": 12.507,
"step": 500
},
{
"epoch": 3.0,
"eval_accuracy": 0.8970191364082434,
"eval_f1": 0.6530527481655822,
"eval_loss": 0.3476572632789612,
"eval_precision": 0.6272606382978724,
"eval_recall": 0.6810568870921166,
"eval_runtime": 5.0473,
"eval_samples_per_second": 197.53,
"eval_steps_per_second": 12.482,
"step": 750
},
{
"epoch": 4.0,
"learning_rate": 1.9200000000000003e-05,
"loss": 0.295,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9082127085377821,
"eval_f1": 0.6739380022962113,
"eval_loss": 0.3241439461708069,
"eval_precision": 0.6699001426533524,
"eval_recall": 0.678024833958995,
"eval_runtime": 5.0718,
"eval_samples_per_second": 196.577,
"eval_steps_per_second": 12.422,
"step": 1000
},
{
"epoch": 5.0,
"eval_accuracy": 0.9141928361138371,
"eval_f1": 0.6944585663446875,
"eval_loss": 0.31592875719070435,
"eval_precision": 0.6986701739003361,
"eval_recall": 0.690297429974011,
"eval_runtime": 5.2185,
"eval_samples_per_second": 191.053,
"eval_steps_per_second": 12.073,
"step": 1250
},
{
"epoch": 6.0,
"learning_rate": 1.88e-05,
"loss": 0.2208,
"step": 1500
},
{
"epoch": 6.0,
"eval_accuracy": 0.9090100588812562,
"eval_f1": 0.6787516883486174,
"eval_loss": 0.3298513889312744,
"eval_precision": 0.6685338187928862,
"eval_recall": 0.6892867455963038,
"eval_runtime": 5.1124,
"eval_samples_per_second": 195.015,
"eval_steps_per_second": 12.323,
"step": 1500
}
],
"max_steps": 25000,
"num_train_epochs": 100,
"total_flos": 925793237842200.0,
"trial_name": null,
"trial_params": null
}