distilbert_rand_50_v1_cola / trainer_state.json
Hartunka's picture
End of training
d73fd02 verified
{
"best_global_step": 34,
"best_metric": 0.6158148646354675,
"best_model_checkpoint": "distilbert_rand_50_v1_cola/checkpoint-34",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 204,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.2927180528640747,
"learning_rate": 4.9e-05,
"loss": 0.6147,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6158148646354675,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.4395,
"eval_samples_per_second": 2373.267,
"eval_steps_per_second": 11.377,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.549296498298645,
"learning_rate": 4.8e-05,
"loss": 0.5935,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6207744479179382,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.4824,
"eval_samples_per_second": 2162.311,
"eval_steps_per_second": 10.366,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 2.8696980476379395,
"learning_rate": 4.7e-05,
"loss": 0.548,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6759347915649414,
"eval_loss": 0.6408491134643555,
"eval_matthews_correlation": 0.015191433834210268,
"eval_runtime": 0.4792,
"eval_samples_per_second": 2176.741,
"eval_steps_per_second": 10.435,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 4.342837333679199,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4961,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6567593216896057,
"eval_loss": 0.7421315312385559,
"eval_matthews_correlation": 0.08852460407026867,
"eval_runtime": 0.442,
"eval_samples_per_second": 2359.861,
"eval_steps_per_second": 11.313,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.1100683212280273,
"learning_rate": 4.5e-05,
"loss": 0.4413,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6605944633483887,
"eval_loss": 0.7400658130645752,
"eval_matthews_correlation": 0.10614316120782262,
"eval_runtime": 0.4746,
"eval_samples_per_second": 2197.487,
"eval_steps_per_second": 10.534,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.1626508235931396,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3876,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6088207364082336,
"eval_loss": 0.8084709644317627,
"eval_matthews_correlation": 0.0850925091452348,
"eval_runtime": 0.4634,
"eval_samples_per_second": 2250.557,
"eval_steps_per_second": 10.789,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 3398186177722368.0,
"train_loss": 0.5135374676947501,
"train_runtime": 58.1664,
"train_samples_per_second": 7350.458,
"train_steps_per_second": 29.226
}
],
"logging_steps": 1,
"max_steps": 1700,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3398186177722368.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}