distilbert_km_50_v2_wnli / trainer_state.json
Hartunka's picture
End of training
32d9d5c verified
{
"best_global_step": 3,
"best_metric": 0.733714759349823,
"best_model_checkpoint": "distilbert_km_50_v2_wnli/checkpoint-3",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 18,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.4733049869537354,
"learning_rate": 4.9e-05,
"loss": 0.7297,
"step": 3
},
{
"epoch": 1.0,
"eval_accuracy": 0.38028169014084506,
"eval_loss": 0.733714759349823,
"eval_runtime": 0.041,
"eval_samples_per_second": 1732.256,
"eval_steps_per_second": 24.398,
"step": 3
},
{
"epoch": 2.0,
"grad_norm": 1.1206154823303223,
"learning_rate": 4.8e-05,
"loss": 0.702,
"step": 6
},
{
"epoch": 2.0,
"eval_accuracy": 0.352112676056338,
"eval_loss": 0.7760233879089355,
"eval_runtime": 0.0485,
"eval_samples_per_second": 1463.01,
"eval_steps_per_second": 20.606,
"step": 6
},
{
"epoch": 3.0,
"grad_norm": 1.1792210340499878,
"learning_rate": 4.7e-05,
"loss": 0.6908,
"step": 9
},
{
"epoch": 3.0,
"eval_accuracy": 0.2535211267605634,
"eval_loss": 0.783203125,
"eval_runtime": 0.0452,
"eval_samples_per_second": 1571.945,
"eval_steps_per_second": 22.14,
"step": 9
},
{
"epoch": 4.0,
"grad_norm": 1.597712516784668,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6823,
"step": 12
},
{
"epoch": 4.0,
"eval_accuracy": 0.28169014084507044,
"eval_loss": 0.794729471206665,
"eval_runtime": 0.0404,
"eval_samples_per_second": 1756.15,
"eval_steps_per_second": 24.735,
"step": 12
},
{
"epoch": 5.0,
"grad_norm": 1.416773796081543,
"learning_rate": 4.5e-05,
"loss": 0.6838,
"step": 15
},
{
"epoch": 5.0,
"eval_accuracy": 0.14084507042253522,
"eval_loss": 0.8307656645774841,
"eval_runtime": 0.0491,
"eval_samples_per_second": 1446.361,
"eval_steps_per_second": 20.371,
"step": 15
},
{
"epoch": 6.0,
"grad_norm": 1.5318540334701538,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6831,
"step": 18
},
{
"epoch": 6.0,
"eval_accuracy": 0.16901408450704225,
"eval_loss": 0.875907838344574,
"eval_runtime": 0.0471,
"eval_samples_per_second": 1507.246,
"eval_steps_per_second": 21.229,
"step": 18
},
{
"epoch": 6.0,
"step": 18,
"total_flos": 252350394439680.0,
"train_loss": 0.695286922984653,
"train_runtime": 11.8363,
"train_samples_per_second": 2682.435,
"train_steps_per_second": 12.673
}
],
"logging_steps": 1,
"max_steps": 150,
"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": 252350394439680.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}