distilbert_rand_10_v1_cola / trainer_state.json
Hartunka's picture
End of training
28e9606 verified
{
"best_global_step": 34,
"best_metric": 0.6183428764343262,
"best_model_checkpoint": "distilbert_rand_10_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": 1.044641375541687,
"learning_rate": 4.9e-05,
"loss": 0.6159,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6183428764343262,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.4462,
"eval_samples_per_second": 2337.555,
"eval_steps_per_second": 11.206,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.3998757600784302,
"learning_rate": 4.8e-05,
"loss": 0.5927,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6238136887550354,
"eval_matthews_correlation": 0.06620236880686593,
"eval_runtime": 0.4558,
"eval_samples_per_second": 2288.039,
"eval_steps_per_second": 10.969,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 2.483593702316284,
"learning_rate": 4.7e-05,
"loss": 0.5523,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6816874146461487,
"eval_loss": 0.6280689835548401,
"eval_matthews_correlation": 0.04141506615334042,
"eval_runtime": 0.4512,
"eval_samples_per_second": 2311.479,
"eval_steps_per_second": 11.081,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 3.1675617694854736,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4975,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6529242396354675,
"eval_loss": 0.701947808265686,
"eval_matthews_correlation": 0.07393732833556993,
"eval_runtime": 0.4603,
"eval_samples_per_second": 2265.857,
"eval_steps_per_second": 10.862,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.3917527198791504,
"learning_rate": 4.5e-05,
"loss": 0.4393,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6500479578971863,
"eval_loss": 0.7124446034431458,
"eval_matthews_correlation": 0.09743296097822274,
"eval_runtime": 0.435,
"eval_samples_per_second": 2397.922,
"eval_steps_per_second": 11.495,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.3322689533233643,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3833,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6308724880218506,
"eval_loss": 0.8296592235565186,
"eval_matthews_correlation": 0.05821172078977795,
"eval_runtime": 0.4375,
"eval_samples_per_second": 2383.732,
"eval_steps_per_second": 11.427,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 3398186177722368.0,
"train_loss": 0.5134991758009967,
"train_runtime": 57.633,
"train_samples_per_second": 7418.489,
"train_steps_per_second": 29.497
}
],
"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
}