{ "best_metric": 0.9032258064516129, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-RCC/checkpoint-3", "epoch": 8.571428571428571, "eval_steps": 500, "global_step": 30, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.8571428571428571, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.3023151159286499, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.5993, "eval_samples_per_second": 310.347, "eval_steps_per_second": 5.006, "step": 3 }, { "epoch": 2.0, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.36768200993537903, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6162, "eval_samples_per_second": 301.832, "eval_steps_per_second": 4.868, "step": 7 }, { "epoch": 2.857142857142857, "grad_norm": 2.596181631088257, "learning_rate": 3.7037037037037037e-05, "loss": 0.4028, "step": 10 }, { "epoch": 2.857142857142857, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.32757532596588135, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6008, "eval_samples_per_second": 309.59, "eval_steps_per_second": 4.993, "step": 10 }, { "epoch": 4.0, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.32863086462020874, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6313, "eval_samples_per_second": 294.647, "eval_steps_per_second": 4.752, "step": 14 }, { "epoch": 4.857142857142857, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.3271201252937317, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6283, "eval_samples_per_second": 296.051, "eval_steps_per_second": 4.775, "step": 17 }, { "epoch": 5.714285714285714, "grad_norm": 1.759938359260559, "learning_rate": 1.8518518518518518e-05, "loss": 0.2494, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.32589343190193176, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.607, "eval_samples_per_second": 306.423, "eval_steps_per_second": 4.942, "step": 21 }, { "epoch": 6.857142857142857, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.3279106020927429, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6103, "eval_samples_per_second": 304.771, "eval_steps_per_second": 4.916, "step": 24 }, { "epoch": 8.0, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.3266947269439697, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6353, "eval_samples_per_second": 292.77, "eval_steps_per_second": 4.722, "step": 28 }, { "epoch": 8.571428571428571, "grad_norm": 2.163374423980713, "learning_rate": 0.0, "loss": 0.2351, "step": 30 }, { "epoch": 8.571428571428571, "eval_accuracy": 0.9032258064516129, "eval_auc": 0.5, "eval_f1": 0.4745762711864407, "eval_loss": 0.32613006234169006, "eval_precision": 0.9032258064516129, "eval_recall": 1.0, "eval_runtime": 0.6179, "eval_samples_per_second": 301.013, "eval_steps_per_second": 4.855, "step": 30 }, { "epoch": 8.571428571428571, "step": 30, "total_flos": 1.8691703717363712e+17, "train_loss": 0.2957582632700602, "train_runtime": 47.4143, "train_samples_per_second": 184.754, "train_steps_per_second": 0.633 } ], "logging_steps": 10, "max_steps": 30, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.8691703717363712e+17, "train_batch_size": 64, "trial_name": null, "trial_params": null }