{ "best_metric": 0.9096, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0874/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 3e-05, "loss": 0.7833, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8714666666666666, "eval_loss": 0.4259362816810608, "eval_runtime": 11.1415, "eval_samples_per_second": 336.579, "eval_steps_per_second": 5.296, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.15657202899456024, "learning_rate": 3e-05, "loss": 0.1846, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8904, "eval_loss": 0.3618867099285126, "eval_runtime": 11.1184, "eval_samples_per_second": 337.278, "eval_steps_per_second": 5.307, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.034433525055646896, "learning_rate": 3e-05, "loss": 0.0881, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9037333333333334, "eval_loss": 0.332414448261261, "eval_runtime": 11.0673, "eval_samples_per_second": 338.835, "eval_steps_per_second": 5.331, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.7911471128463745, "learning_rate": 3e-05, "loss": 0.0562, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8893333333333333, "eval_loss": 0.44924014806747437, "eval_runtime": 11.015, "eval_samples_per_second": 340.445, "eval_steps_per_second": 5.356, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.01970021426677704, "learning_rate": 3e-05, "loss": 0.0407, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9096, "eval_loss": 0.3530827462673187, "eval_runtime": 11.0521, "eval_samples_per_second": 339.301, "eval_steps_per_second": 5.338, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }