{ "best_metric": 0.9213333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0485/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.082667827606201, "learning_rate": 9.504844339512095e-05, "loss": 1.7597, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8186666666666667, "eval_loss": 0.6619030833244324, "eval_runtime": 7.6358, "eval_samples_per_second": 491.105, "eval_steps_per_second": 7.727, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 8.122714722185695e-05, "loss": 0.4848, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8741333333333333, "eval_loss": 0.43043020367622375, "eval_runtime": 7.4765, "eval_samples_per_second": 501.571, "eval_steps_per_second": 7.891, "step": 666 }, { "epoch": 3.0, "grad_norm": 9.98570728302002, "learning_rate": 6.119173426442958e-05, "loss": 0.2658, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8912, "eval_loss": 0.38404929637908936, "eval_runtime": 9.9107, "eval_samples_per_second": 378.381, "eval_steps_per_second": 5.953, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.0082277059555054, "learning_rate": 3.893966107831872e-05, "loss": 0.1405, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9026666666666666, "eval_loss": 0.32970333099365234, "eval_runtime": 6.8722, "eval_samples_per_second": 545.675, "eval_steps_per_second": 8.585, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.058094918727874756, "learning_rate": 1.887822366180192e-05, "loss": 0.0706, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9165333333333333, "eval_loss": 0.30340856313705444, "eval_runtime": 6.8836, "eval_samples_per_second": 544.776, "eval_steps_per_second": 8.571, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.8742733597755432, "learning_rate": 4.980835732604045e-06, "loss": 0.0329, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9197333333333333, "eval_loss": 0.29066774249076843, "eval_runtime": 6.8218, "eval_samples_per_second": 549.712, "eval_steps_per_second": 8.649, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.4618031978607178, "learning_rate": 4.5410380539179233e-11, "loss": 0.0165, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9213333333333333, "eval_loss": 0.28699791431427, "eval_runtime": 6.9092, "eval_samples_per_second": 542.756, "eval_steps_per_second": 8.539, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }