distilbert_rand_50_v1_mrpc / trainer_state.json
Hartunka's picture
End of training
d31d1c9 verified
{
"best_global_step": 30,
"best_metric": 0.5905007123947144,
"best_model_checkpoint": "distilbert_rand_50_v1_mrpc/checkpoint-30",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 105,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.8302044868469238,
"learning_rate": 4.9e-05,
"loss": 0.6355,
"step": 15
},
{
"epoch": 1.0,
"eval_accuracy": 0.6887254901960784,
"eval_combined_score": 0.7390559457613891,
"eval_f1": 0.7893864013266998,
"eval_loss": 0.6204187870025635,
"eval_runtime": 0.1935,
"eval_samples_per_second": 2108.083,
"eval_steps_per_second": 10.334,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 1.8893444538116455,
"learning_rate": 4.8e-05,
"loss": 0.5874,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.696078431372549,
"eval_combined_score": 0.7505549389567148,
"eval_f1": 0.8050314465408805,
"eval_loss": 0.5905007123947144,
"eval_runtime": 0.1829,
"eval_samples_per_second": 2231.173,
"eval_steps_per_second": 10.937,
"step": 30
},
{
"epoch": 3.0,
"grad_norm": 1.5524550676345825,
"learning_rate": 4.7e-05,
"loss": 0.5207,
"step": 45
},
{
"epoch": 3.0,
"eval_accuracy": 0.6985294117647058,
"eval_combined_score": 0.7472746561311092,
"eval_f1": 0.7960199004975125,
"eval_loss": 0.6094551682472229,
"eval_runtime": 0.2069,
"eval_samples_per_second": 1971.989,
"eval_steps_per_second": 9.667,
"step": 45
},
{
"epoch": 4.0,
"grad_norm": 3.8295140266418457,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4109,
"step": 60
},
{
"epoch": 4.0,
"eval_accuracy": 0.6617647058823529,
"eval_combined_score": 0.7058823529411764,
"eval_f1": 0.75,
"eval_loss": 0.7317143082618713,
"eval_runtime": 0.1926,
"eval_samples_per_second": 2118.658,
"eval_steps_per_second": 10.386,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 4.282629013061523,
"learning_rate": 4.5e-05,
"loss": 0.2525,
"step": 75
},
{
"epoch": 5.0,
"eval_accuracy": 0.6740196078431373,
"eval_combined_score": 0.7140892863614947,
"eval_f1": 0.7541589648798521,
"eval_loss": 0.9529955983161926,
"eval_runtime": 0.2035,
"eval_samples_per_second": 2005.221,
"eval_steps_per_second": 9.83,
"step": 75
},
{
"epoch": 6.0,
"grad_norm": 3.4325482845306396,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.1571,
"step": 90
},
{
"epoch": 6.0,
"eval_accuracy": 0.6593137254901961,
"eval_combined_score": 0.7035225614746806,
"eval_f1": 0.7477313974591652,
"eval_loss": 1.0933626890182495,
"eval_runtime": 0.1841,
"eval_samples_per_second": 2216.311,
"eval_steps_per_second": 10.864,
"step": 90
},
{
"epoch": 7.0,
"grad_norm": 3.638601541519165,
"learning_rate": 4.3e-05,
"loss": 0.1027,
"step": 105
},
{
"epoch": 7.0,
"eval_accuracy": 0.6593137254901961,
"eval_combined_score": 0.7016642292276026,
"eval_f1": 0.7440147329650092,
"eval_loss": 1.2742809057235718,
"eval_runtime": 0.1871,
"eval_samples_per_second": 2180.928,
"eval_steps_per_second": 10.691,
"step": 105
},
{
"epoch": 7.0,
"step": 105,
"total_flos": 1700616463945728.0,
"train_loss": 0.3809672083173479,
"train_runtime": 34.0269,
"train_samples_per_second": 5389.851,
"train_steps_per_second": 22.041
}
],
"logging_steps": 1,
"max_steps": 750,
"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": 1700616463945728.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}