| { |
| "best_global_step": 264, |
| "best_metric": 0.4467853009700775, |
| "best_model_checkpoint": "tiny_bert_rand_10_v1_sst2/checkpoint-264", |
| "epoch": 6.0, |
| "eval_steps": 500, |
| "global_step": 1584, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 7.41895866394043, |
| "learning_rate": 4.9e-05, |
| "loss": 0.4231, |
| "step": 264 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8188073394495413, |
| "eval_loss": 0.4467853009700775, |
| "eval_runtime": 0.2679, |
| "eval_samples_per_second": 3254.856, |
| "eval_steps_per_second": 14.931, |
| "step": 264 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 13.120146751403809, |
| "learning_rate": 4.8e-05, |
| "loss": 0.239, |
| "step": 528 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.786697247706422, |
| "eval_loss": 0.5577822327613831, |
| "eval_runtime": 0.2716, |
| "eval_samples_per_second": 3210.829, |
| "eval_steps_per_second": 14.729, |
| "step": 528 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 5.774768352508545, |
| "learning_rate": 4.7e-05, |
| "loss": 0.1866, |
| "step": 792 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7912844036697247, |
| "eval_loss": 0.5245605111122131, |
| "eval_runtime": 0.2693, |
| "eval_samples_per_second": 3237.836, |
| "eval_steps_per_second": 14.852, |
| "step": 792 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 6.856670379638672, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.155, |
| "step": 1056 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.7935779816513762, |
| "eval_loss": 0.5888988375663757, |
| "eval_runtime": 0.2688, |
| "eval_samples_per_second": 3243.486, |
| "eval_steps_per_second": 14.878, |
| "step": 1056 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 12.111465454101562, |
| "learning_rate": 4.5e-05, |
| "loss": 0.1281, |
| "step": 1320 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.7993119266055045, |
| "eval_loss": 0.6581941246986389, |
| "eval_runtime": 0.2683, |
| "eval_samples_per_second": 3249.607, |
| "eval_steps_per_second": 14.906, |
| "step": 1320 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 9.845342636108398, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.1091, |
| "step": 1584 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.801605504587156, |
| "eval_loss": 0.8329399228096008, |
| "eval_runtime": 0.2643, |
| "eval_samples_per_second": 3299.839, |
| "eval_steps_per_second": 15.137, |
| "step": 1584 |
| }, |
| { |
| "epoch": 6.0, |
| "step": 1584, |
| "total_flos": 1.0596790573590528e+16, |
| "train_loss": 0.20680861521248867, |
| "train_runtime": 220.6024, |
| "train_samples_per_second": 15264.792, |
| "train_steps_per_second": 59.836 |
| } |
| ], |
| "logging_steps": 1, |
| "max_steps": 13200, |
| "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": 1.0596790573590528e+16, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
