{ "best_metric": 0.9301333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0386/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "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": 4.811948852959657e-05, "loss": 0.7569, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8768, "eval_loss": 0.4110783338546753, "eval_runtime": 7.0774, "eval_samples_per_second": 529.857, "eval_steps_per_second": 8.336, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 4.274009935225696e-05, "loss": 0.2435, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.3836166560649872, "eval_runtime": 7.0325, "eval_samples_per_second": 533.239, "eval_steps_per_second": 8.39, "step": 666 }, { "epoch": 3.0, "grad_norm": 5.063878059387207, "learning_rate": 3.464873897488322e-05, "loss": 0.106, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8989333333333334, "eval_loss": 0.3477427661418915, "eval_runtime": 8.104, "eval_samples_per_second": 462.733, "eval_steps_per_second": 7.28, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.006217686925083399, "learning_rate": 2.5088445554620133e-05, "loss": 0.055, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.896, "eval_loss": 0.3758491575717926, "eval_runtime": 6.4742, "eval_samples_per_second": 579.222, "eval_steps_per_second": 9.113, "step": 1332 }, { "epoch": 5.0, "grad_norm": 10.947654724121094, "learning_rate": 1.5514687100427083e-05, "loss": 0.0248, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9128, "eval_loss": 0.344719797372818, "eval_runtime": 6.3429, "eval_samples_per_second": 591.208, "eval_steps_per_second": 9.302, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.025384292006492615, "learning_rate": 7.384981550618447e-06, "loss": 0.0079, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9288, "eval_loss": 0.31276023387908936, "eval_runtime": 6.512, "eval_samples_per_second": 575.864, "eval_steps_per_second": 9.06, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0012686976697295904, "learning_rate": 1.937002879188285e-06, "loss": 0.0022, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.928, "eval_loss": 0.3169269263744354, "eval_runtime": 7.0137, "eval_samples_per_second": 534.669, "eval_steps_per_second": 8.412, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.0520748607814312, "learning_rate": 1.564528121916764e-10, "loss": 0.0014, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9301333333333334, "eval_loss": 0.30875009298324585, "eval_runtime": 6.7281, "eval_samples_per_second": 557.365, "eval_steps_per_second": 8.769, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }