distilbert_rand_10_v2_mrpc / trainer_state.json
Hartunka's picture
End of training
76eda4b verified
{
"best_global_step": 30,
"best_metric": 0.5786468386650085,
"best_model_checkpoint": "distilbert_rand_10_v2_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": 1.2592852115631104,
"learning_rate": 4.9e-05,
"loss": 0.6329,
"step": 15
},
{
"epoch": 1.0,
"eval_accuracy": 0.6862745098039216,
"eval_combined_score": 0.7405731523378583,
"eval_f1": 0.7948717948717948,
"eval_loss": 0.5951622128486633,
"eval_runtime": 0.1804,
"eval_samples_per_second": 2261.454,
"eval_steps_per_second": 11.086,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 1.6964359283447266,
"learning_rate": 4.8e-05,
"loss": 0.5742,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7353001944579485,
"eval_f1": 0.7867768595041322,
"eval_loss": 0.5786468386650085,
"eval_runtime": 0.2075,
"eval_samples_per_second": 1966.351,
"eval_steps_per_second": 9.639,
"step": 30
},
{
"epoch": 3.0,
"grad_norm": 1.5742881298065186,
"learning_rate": 4.7e-05,
"loss": 0.5006,
"step": 45
},
{
"epoch": 3.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7370337159253946,
"eval_f1": 0.7902439024390244,
"eval_loss": 0.6243956089019775,
"eval_runtime": 0.2003,
"eval_samples_per_second": 2037.374,
"eval_steps_per_second": 9.987,
"step": 45
},
{
"epoch": 4.0,
"grad_norm": 4.952268600463867,
"learning_rate": 4.600000000000001e-05,
"loss": 0.3971,
"step": 60
},
{
"epoch": 4.0,
"eval_accuracy": 0.7009803921568627,
"eval_combined_score": 0.7491612924239464,
"eval_f1": 0.7973421926910299,
"eval_loss": 0.7714180946350098,
"eval_runtime": 0.2098,
"eval_samples_per_second": 1944.851,
"eval_steps_per_second": 9.534,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 3.923924446105957,
"learning_rate": 4.5e-05,
"loss": 0.2599,
"step": 75
},
{
"epoch": 5.0,
"eval_accuracy": 0.6642156862745098,
"eval_combined_score": 0.7082380420522639,
"eval_f1": 0.7522603978300181,
"eval_loss": 0.9506104588508606,
"eval_runtime": 0.2172,
"eval_samples_per_second": 1878.407,
"eval_steps_per_second": 9.208,
"step": 75
},
{
"epoch": 6.0,
"grad_norm": 3.3849189281463623,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.1453,
"step": 90
},
{
"epoch": 6.0,
"eval_accuracy": 0.6397058823529411,
"eval_combined_score": 0.6834893048128342,
"eval_f1": 0.7272727272727273,
"eval_loss": 1.2577589750289917,
"eval_runtime": 0.185,
"eval_samples_per_second": 2205.778,
"eval_steps_per_second": 10.813,
"step": 90
},
{
"epoch": 7.0,
"grad_norm": 5.978302001953125,
"learning_rate": 4.3e-05,
"loss": 0.0893,
"step": 105
},
{
"epoch": 7.0,
"eval_accuracy": 0.6323529411764706,
"eval_combined_score": 0.6783088235294117,
"eval_f1": 0.7242647058823529,
"eval_loss": 1.5317364931106567,
"eval_runtime": 0.1809,
"eval_samples_per_second": 2255.284,
"eval_steps_per_second": 11.055,
"step": 105
},
{
"epoch": 7.0,
"step": 105,
"total_flos": 1700616463945728.0,
"train_loss": 0.37131280444917225,
"train_runtime": 34.4007,
"train_samples_per_second": 5331.28,
"train_steps_per_second": 21.802
}
],
"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
}