sibstrider's picture
Training in progress, epoch 3
f9c7a4d verified
{
"best_metric": 0.3877551020408163,
"best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-3\\checkpoint-550",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1650,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.91,
"learning_rate": 1.3662899505209146e-06,
"loss": 2.35,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.3877551020408163,
"eval_loss": 2.2825658321380615,
"eval_runtime": 1.1797,
"eval_samples_per_second": 207.683,
"eval_steps_per_second": 13.563,
"step": 550
},
{
"epoch": 1.82,
"learning_rate": 7.722508415987777e-07,
"loss": 2.2529,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.3795918367346939,
"eval_loss": 2.1926839351654053,
"eval_runtime": 1.103,
"eval_samples_per_second": 222.122,
"eval_steps_per_second": 14.506,
"step": 1100
},
{
"epoch": 2.73,
"learning_rate": 1.7821173267664104e-07,
"loss": 2.1925,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.37551020408163266,
"eval_loss": 2.160534143447876,
"eval_runtime": 1.431,
"eval_samples_per_second": 171.209,
"eval_steps_per_second": 11.181,
"step": 1650
}
],
"logging_steps": 500,
"max_steps": 1650,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 2885602679400.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 1.9603290594430513e-06,
"num_train_epochs": 3,
"per_device_train_batch_size": 4,
"seed": 40
}
}