| { |
| "best_global_step": 3122, |
| "best_metric": 0.26706157640660244, |
| "best_model_checkpoint": "outputs/bilstm-spam-multiclass/checkpoint-3122", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 3122, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 0.797143280506134, |
| "learning_rate": 0.0009997543852189499, |
| "loss": 0.7942, |
| "step": 446 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7290485192186515, |
| "eval_f1": 0.21082361516034986, |
| "eval_loss": 0.8068332076072693, |
| "eval_precision": 0.1822621298046629, |
| "eval_recall": 0.25, |
| "eval_runtime": 6.2702, |
| "eval_samples_per_second": 253.101, |
| "eval_steps_per_second": 7.974, |
| "step": 446 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.6989365816116333, |
| "learning_rate": 0.0009990155744361903, |
| "loss": 0.7488, |
| "step": 892 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7290485192186515, |
| "eval_f1": 0.21082361516034986, |
| "eval_loss": 0.7541048526763916, |
| "eval_precision": 0.1822621298046629, |
| "eval_recall": 0.25, |
| "eval_runtime": 6.266, |
| "eval_samples_per_second": 253.271, |
| "eval_steps_per_second": 7.98, |
| "step": 892 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.9377701878547668, |
| "learning_rate": 0.0009977842955283425, |
| "loss": 0.7286, |
| "step": 1338 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7290485192186515, |
| "eval_f1": 0.21082361516034986, |
| "eval_loss": 0.7448248863220215, |
| "eval_precision": 0.1822621298046629, |
| "eval_recall": 0.25, |
| "eval_runtime": 6.2601, |
| "eval_samples_per_second": 253.511, |
| "eval_steps_per_second": 7.987, |
| "step": 1338 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 1.436852216720581, |
| "learning_rate": 0.0009960617636190344, |
| "loss": 0.7228, |
| "step": 1784 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.7296786389413988, |
| "eval_f1": 0.23500136448309822, |
| "eval_loss": 0.7346429824829102, |
| "eval_precision": 0.2942928298170524, |
| "eval_recall": 0.2605128413143665, |
| "eval_runtime": 6.2563, |
| "eval_samples_per_second": 253.663, |
| "eval_steps_per_second": 7.992, |
| "step": 1784 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 1.0002644062042236, |
| "learning_rate": 0.0009938496786392973, |
| "loss": 0.7174, |
| "step": 2230 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.7227473219911783, |
| "eval_f1": 0.2605779960514537, |
| "eval_loss": 0.7398474812507629, |
| "eval_precision": 0.2887123745819398, |
| "eval_recall": 0.27392437805977743, |
| "eval_runtime": 8.2774, |
| "eval_samples_per_second": 191.726, |
| "eval_steps_per_second": 6.041, |
| "step": 2230 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 0.7430670857429504, |
| "learning_rate": 0.0009911502236499372, |
| "loss": 0.7166, |
| "step": 2676 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.7315689981096408, |
| "eval_f1": 0.22160087719298247, |
| "eval_loss": 0.7539165616035461, |
| "eval_precision": 0.37036890436985437, |
| "eval_recall": 0.2549830103373283, |
| "eval_runtime": 8.322, |
| "eval_samples_per_second": 190.699, |
| "eval_steps_per_second": 6.008, |
| "step": 2676 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 0.7684730887413025, |
| "learning_rate": 0.0009879660626871199, |
| "loss": 0.7173, |
| "step": 3122 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.7334593572778828, |
| "eval_f1": 0.26706157640660244, |
| "eval_loss": 0.737380862236023, |
| "eval_precision": 0.3129218010274318, |
| "eval_recall": 0.2789705730929923, |
| "eval_runtime": 8.4068, |
| "eval_samples_per_second": 188.777, |
| "eval_steps_per_second": 5.948, |
| "step": 3122 |
| } |
| ], |
| "logging_steps": 446, |
| "max_steps": 44600, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 100, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 5, |
| "early_stopping_threshold": 0.0 |
| }, |
| "attributes": { |
| "early_stopping_patience_counter": 0 |
| } |
| }, |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 0.0, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|