juand5's picture
Training in progress, epoch 3
175c9e2 verified
raw
history blame
1.67 kB
{
"best_metric": 0.7763457164518575,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-multiclass-classification/run-0/checkpoint-495",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 495,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.5113722517058378,
"eval_loss": 4.086510181427002,
"eval_runtime": 39.198,
"eval_samples_per_second": 67.299,
"eval_steps_per_second": 4.209,
"step": 165
},
{
"epoch": 2.0,
"eval_accuracy": 0.6884003032600455,
"eval_loss": 2.6795032024383545,
"eval_runtime": 40.511,
"eval_samples_per_second": 65.118,
"eval_steps_per_second": 4.073,
"step": 330
},
{
"epoch": 3.0,
"eval_accuracy": 0.7763457164518575,
"eval_loss": 2.0228610038757324,
"eval_runtime": 42.8401,
"eval_samples_per_second": 61.578,
"eval_steps_per_second": 3.852,
"step": 495
}
],
"logging_steps": 500,
"max_steps": 825,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0,
"train_batch_size": 64,
"trial_name": null,
"trial_params": {
"learning_rate": 3.188166705101748e-05,
"num_train_epochs": 5,
"per_device_train_batch_size": 64,
"seed": 29
}
}