{ "best_metric": 0.8488, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0853/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": 2.610124111175537, "learning_rate": 9e-05, "loss": 0.947, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8178666666666666, "eval_loss": 0.5968145728111267, "eval_runtime": 12.3982, "eval_samples_per_second": 302.464, "eval_steps_per_second": 4.759, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1860635131597519, "learning_rate": 9e-05, "loss": 0.382, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8448, "eval_loss": 0.5335744023323059, "eval_runtime": 12.1712, "eval_samples_per_second": 308.104, "eval_steps_per_second": 4.848, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.1801595687866211, "learning_rate": 9e-05, "loss": 0.2554, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8261333333333334, "eval_loss": 0.6303421854972839, "eval_runtime": 12.2751, "eval_samples_per_second": 305.495, "eval_steps_per_second": 4.806, "step": 999 }, { "epoch": 4.0, "grad_norm": 111.27642059326172, "learning_rate": 9e-05, "loss": 0.1948, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8402666666666667, "eval_loss": 0.5986440181732178, "eval_runtime": 12.7823, "eval_samples_per_second": 293.375, "eval_steps_per_second": 4.616, "step": 1332 }, { "epoch": 5.0, "grad_norm": Infinity, "learning_rate": 9e-05, "loss": 0.1567, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8488, "eval_loss": 0.5925394296646118, "eval_runtime": 12.2386, "eval_samples_per_second": 306.407, "eval_steps_per_second": 4.821, "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 }