juand5's picture
Training in progress, epoch 2
94566a1 verified
raw
history blame
1.62 kB
{
"best_metric": 0.7759666413949962,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-multiclass-classification/run-2/checkpoint-660",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 660,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6830932524639879,
"eval_loss": 2.5022740364074707,
"eval_runtime": 47.3562,
"eval_samples_per_second": 55.705,
"eval_steps_per_second": 3.484,
"step": 330
},
{
"epoch": 1.5151515151515151,
"grad_norm": 4.026289939880371,
"learning_rate": 1.3223614385440867e-05,
"loss": 3.5953,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.7759666413949962,
"eval_loss": 1.721029281616211,
"eval_runtime": 41.6218,
"eval_samples_per_second": 63.38,
"eval_steps_per_second": 3.964,
"step": 660
}
],
"logging_steps": 500,
"max_steps": 660,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 168004625104896.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 5.454740933994357e-05,
"num_train_epochs": 2,
"per_device_train_batch_size": 32,
"seed": 6
}
}