| { |
| "best_metric": 0.8528685149601977, |
| "best_model_checkpoint": "ds3-img-classification/checkpoint-284", |
| "epoch": 4.403100775193798, |
| "eval_steps": 142, |
| "global_step": 284, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.015503875968992248, |
| "grad_norm": 14.292332649230957, |
| "learning_rate": 1.736111111111111e-06, |
| "loss": 5.8979, |
| "step": 1 |
| }, |
| { |
| "epoch": 2.201550387596899, |
| "grad_norm": 3.2709274291992188, |
| "learning_rate": 0.0002465277777777778, |
| "loss": 2.2063, |
| "step": 142 |
| }, |
| { |
| "epoch": 2.201550387596899, |
| "eval_accuracy": 0.8300850947021685, |
| "eval_loss": 0.6956288814544678, |
| "eval_macro_f1": 0.8020115300522307, |
| "eval_macro_precision": 0.8326277180719005, |
| "eval_macro_recall": 0.8130180643302005, |
| "eval_micro_f1": 0.8300850947021685, |
| "eval_micro_precision": 0.8300850947021685, |
| "eval_micro_recall": 0.8300850947021685, |
| "eval_runtime": 8.1254, |
| "eval_samples_per_second": 448.347, |
| "eval_steps_per_second": 3.569, |
| "eval_weighted_f1": 0.8217784359221563, |
| "eval_weighted_precision": 0.8439879212180366, |
| "eval_weighted_recall": 0.8300850947021685, |
| "step": 142 |
| }, |
| { |
| "epoch": 4.403100775193798, |
| "grad_norm": 3.7781729698181152, |
| "learning_rate": 0.0004930555555555556, |
| "loss": 0.4906, |
| "step": 284 |
| }, |
| { |
| "epoch": 4.403100775193798, |
| "eval_accuracy": 0.8528685149601977, |
| "eval_loss": 0.5704612731933594, |
| "eval_macro_f1": 0.8447646928874578, |
| "eval_macro_precision": 0.8434580548053667, |
| "eval_macro_recall": 0.8590562294756982, |
| "eval_micro_f1": 0.8528685149601977, |
| "eval_micro_precision": 0.8528685149601977, |
| "eval_micro_recall": 0.8528685149601977, |
| "eval_runtime": 8.3026, |
| "eval_samples_per_second": 438.779, |
| "eval_steps_per_second": 3.493, |
| "eval_weighted_f1": 0.8542422373852568, |
| "eval_weighted_precision": 0.8661150819486806, |
| "eval_weighted_recall": 0.8528685149601977, |
| "step": 284 |
| } |
| ], |
| "logging_steps": 142, |
| "max_steps": 5760, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 90, |
| "save_steps": 142, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 10, |
| "early_stopping_threshold": 0.01 |
| }, |
| "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": 3.957999132801776e+19, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
