joseph10's picture
Training in progress, epoch 4
fc7d4f0
{
"best_metric": 0.879798903107861,
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-37\\checkpoint-2874",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 3832,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 5.448730733370957e-05,
"loss": 0.4754,
"step": 958
},
{
"epoch": 1.0,
"eval_accuracy": 0.8642595978062158,
"eval_loss": 0.4731012284755707,
"eval_runtime": 10.8286,
"eval_samples_per_second": 202.058,
"eval_steps_per_second": 1.662,
"step": 958
},
{
"epoch": 2.0,
"learning_rate": 3.632487155580638e-05,
"loss": 0.4543,
"step": 1916
},
{
"epoch": 2.0,
"eval_accuracy": 0.8756855575868373,
"eval_loss": 0.4699413478374481,
"eval_runtime": 10.91,
"eval_samples_per_second": 200.551,
"eval_steps_per_second": 1.65,
"step": 1916
},
{
"epoch": 3.0,
"learning_rate": 1.816243577790319e-05,
"loss": 0.4439,
"step": 2874
},
{
"epoch": 3.0,
"eval_accuracy": 0.879798903107861,
"eval_loss": 0.4700252115726471,
"eval_runtime": 10.7719,
"eval_samples_per_second": 203.121,
"eval_steps_per_second": 1.671,
"step": 2874
},
{
"epoch": 4.0,
"learning_rate": 0.0,
"loss": 0.4363,
"step": 3832
},
{
"epoch": 4.0,
"eval_accuracy": 0.8761425959780622,
"eval_loss": 0.4729701280593872,
"eval_runtime": 10.7593,
"eval_samples_per_second": 203.36,
"eval_steps_per_second": 1.673,
"step": 3832
}
],
"logging_steps": 500,
"max_steps": 3832,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 3910307120736.0,
"trial_name": null,
"trial_params": {
"learning_rate": 7.264974311161276e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 8,
"seed": 36
}
}