{ "best_metric": 0.8517333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0742/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 1.7454, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7576, "eval_loss": 0.8633382320404053, "eval_runtime": 7.8846, "eval_samples_per_second": 475.611, "eval_steps_per_second": 7.483, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.118473768234253, "learning_rate": 7e-05, "loss": 0.563, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.808, "eval_loss": 0.6385990977287292, "eval_runtime": 6.599, "eval_samples_per_second": 568.268, "eval_steps_per_second": 8.941, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.7432013750076294, "learning_rate": 7e-05, "loss": 0.2959, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8336, "eval_loss": 0.5507955551147461, "eval_runtime": 6.6696, "eval_samples_per_second": 562.25, "eval_steps_per_second": 8.846, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.1733, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8394666666666667, "eval_loss": 0.5555301904678345, "eval_runtime": 7.2961, "eval_samples_per_second": 513.972, "eval_steps_per_second": 8.086, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.34539735317230225, "learning_rate": 7e-05, "loss": 0.1211, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.836, "eval_loss": 0.6014284491539001, "eval_runtime": 7.1637, "eval_samples_per_second": 523.471, "eval_steps_per_second": 8.236, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.2430473417043686, "learning_rate": 7e-05, "loss": 0.0818, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8354666666666667, "eval_loss": 0.6521880030632019, "eval_runtime": 6.5686, "eval_samples_per_second": 570.899, "eval_steps_per_second": 8.982, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.7642827033996582, "learning_rate": 7e-05, "loss": 0.0635, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8461333333333333, "eval_loss": 0.6395161747932434, "eval_runtime": 6.7126, "eval_samples_per_second": 558.65, "eval_steps_per_second": 8.789, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.05192958936095238, "learning_rate": 7e-05, "loss": 0.0526, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.828, "eval_loss": 0.7083515524864197, "eval_runtime": 6.6184, "eval_samples_per_second": 566.602, "eval_steps_per_second": 8.915, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.10093527287244797, "learning_rate": 7e-05, "loss": 0.0476, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8517333333333333, "eval_loss": 0.6889182925224304, "eval_runtime": 6.5623, "eval_samples_per_second": 571.446, "eval_steps_per_second": 8.991, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }