{ "best_metric": 0.41173333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0618/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": Infinity, "learning_rate": 0.0003, "loss": 3.3213, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.21626666666666666, "eval_loss": 2.9545648097991943, "eval_runtime": 14.6522, "eval_samples_per_second": 255.934, "eval_steps_per_second": 4.027, "step": 333 }, { "epoch": 2.0, "grad_norm": 30.66193389892578, "learning_rate": 0.0003, "loss": 2.7892, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2754666666666667, "eval_loss": 2.652904748916626, "eval_runtime": 12.8217, "eval_samples_per_second": 292.472, "eval_steps_per_second": 4.602, "step": 666 }, { "epoch": 3.0, "grad_norm": 32.24341583251953, "learning_rate": 0.0003, "loss": 2.5766, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.29786666666666667, "eval_loss": 2.5212490558624268, "eval_runtime": 12.9724, "eval_samples_per_second": 289.076, "eval_steps_per_second": 4.548, "step": 999 }, { "epoch": 4.0, "grad_norm": 30.879772186279297, "learning_rate": 0.0003, "loss": 2.4032, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.33653333333333335, "eval_loss": 2.4007644653320312, "eval_runtime": 13.1718, "eval_samples_per_second": 284.699, "eval_steps_per_second": 4.479, "step": 1332 }, { "epoch": 5.0, "grad_norm": 30.149126052856445, "learning_rate": 0.0003, "loss": 2.2609, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3616, "eval_loss": 2.346041202545166, "eval_runtime": 12.1806, "eval_samples_per_second": 307.866, "eval_steps_per_second": 4.844, "step": 1665 }, { "epoch": 6.0, "grad_norm": 28.080188751220703, "learning_rate": 0.0003, "loss": 2.1315, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.39226666666666665, "eval_loss": 2.2028253078460693, "eval_runtime": 12.2067, "eval_samples_per_second": 307.209, "eval_steps_per_second": 4.833, "step": 1998 }, { "epoch": 7.0, "grad_norm": 23.871599197387695, "learning_rate": 0.0003, "loss": 1.9943, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.41173333333333334, "eval_loss": 2.127363920211792, "eval_runtime": 12.4052, "eval_samples_per_second": 302.293, "eval_steps_per_second": 4.756, "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 }