{ "best_metric": 0.9472, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0012/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": 0.4767933785915375, "learning_rate": 3e-05, "loss": 1.1904, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9354666666666667, "eval_loss": 0.29159611463546753, "eval_runtime": 13.2708, "eval_samples_per_second": 282.576, "eval_steps_per_second": 4.446, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.25969555974006653, "learning_rate": 3e-05, "loss": 0.156, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9376, "eval_loss": 0.21004101634025574, "eval_runtime": 12.5279, "eval_samples_per_second": 299.331, "eval_steps_per_second": 4.709, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.3778182864189148, "learning_rate": 3e-05, "loss": 0.0533, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9346666666666666, "eval_loss": 0.2261248677968979, "eval_runtime": 12.3941, "eval_samples_per_second": 302.563, "eval_steps_per_second": 4.76, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.08102396875619888, "learning_rate": 3e-05, "loss": 0.0193, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9416, "eval_loss": 0.22569406032562256, "eval_runtime": 13.8693, "eval_samples_per_second": 270.381, "eval_steps_per_second": 4.254, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.040736936032772064, "learning_rate": 3e-05, "loss": 0.0089, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9421333333333334, "eval_loss": 0.22167590260505676, "eval_runtime": 11.992, "eval_samples_per_second": 312.708, "eval_steps_per_second": 4.92, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.022913649678230286, "learning_rate": 3e-05, "loss": 0.0044, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9458666666666666, "eval_loss": 0.22502802312374115, "eval_runtime": 11.7701, "eval_samples_per_second": 318.605, "eval_steps_per_second": 5.013, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 3e-05, "loss": 0.0027, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9472, "eval_loss": 0.22873690724372864, "eval_runtime": 12.1994, "eval_samples_per_second": 307.393, "eval_steps_per_second": 4.836, "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 }