{ "best_metric": 0.8866666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0907/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": 7.71814671814672e-05, "loss": 1.5739, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7992, "eval_loss": 0.7126836776733398, "eval_runtime": 11.9337, "eval_samples_per_second": 314.236, "eval_steps_per_second": 4.944, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.5888947248458862, "learning_rate": 6.432432432432433e-05, "loss": 0.4669, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8450666666666666, "eval_loss": 0.5052319169044495, "eval_runtime": 12.0675, "eval_samples_per_second": 310.751, "eval_steps_per_second": 4.889, "step": 666 }, { "epoch": 3.0, "grad_norm": 9.211109161376953, "learning_rate": 5.146718146718148e-05, "loss": 0.2344, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8674666666666667, "eval_loss": 0.46071574091911316, "eval_runtime": 11.9172, "eval_samples_per_second": 314.672, "eval_steps_per_second": 4.951, "step": 999 }, { "epoch": 4.0, "grad_norm": 19.53057289123535, "learning_rate": 3.861003861003861e-05, "loss": 0.1153, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8621333333333333, "eval_loss": 0.4848562777042389, "eval_runtime": 12.0517, "eval_samples_per_second": 311.161, "eval_steps_per_second": 4.896, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.29247623682022095, "learning_rate": 2.5752895752895757e-05, "loss": 0.0491, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8789333333333333, "eval_loss": 0.4464973509311676, "eval_runtime": 11.9347, "eval_samples_per_second": 314.21, "eval_steps_per_second": 4.944, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.9735946655273438, "learning_rate": 1.2895752895752896e-05, "loss": 0.018, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8802666666666666, "eval_loss": 0.4528120160102844, "eval_runtime": 11.6612, "eval_samples_per_second": 321.58, "eval_steps_per_second": 5.06, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.05883270129561424, "learning_rate": 3.861003861003861e-08, "loss": 0.0079, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8866666666666667, "eval_loss": 0.43983861804008484, "eval_runtime": 11.9327, "eval_samples_per_second": 314.263, "eval_steps_per_second": 4.944, "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 }