{ "best_metric": 0.28613333333333335, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0629/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": 0.0005, "loss": 3.4583, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.17653333333333332, "eval_loss": 3.140031337738037, "eval_runtime": 10.1988, "eval_samples_per_second": 367.689, "eval_steps_per_second": 5.785, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 3.0252, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2112, "eval_loss": 2.946561574935913, "eval_runtime": 10.4178, "eval_samples_per_second": 359.959, "eval_steps_per_second": 5.663, "step": 666 }, { "epoch": 3.0, "grad_norm": 21.62390899658203, "learning_rate": 0.0005, "loss": 2.8713, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.24693333333333334, "eval_loss": 2.8636884689331055, "eval_runtime": 11.4434, "eval_samples_per_second": 327.7, "eval_steps_per_second": 5.156, "step": 999 }, { "epoch": 4.0, "grad_norm": 24.78705406188965, "learning_rate": 0.0005, "loss": 2.7299, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.2624, "eval_loss": 2.726522445678711, "eval_runtime": 11.0794, "eval_samples_per_second": 338.466, "eval_steps_per_second": 5.325, "step": 1332 }, { "epoch": 5.0, "grad_norm": 14.857529640197754, "learning_rate": 0.0005, "loss": 2.6152, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.28613333333333335, "eval_loss": 2.631291389465332, "eval_runtime": 11.0699, "eval_samples_per_second": 338.757, "eval_steps_per_second": 5.33, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }