{ "best_metric": 0.9437333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0320/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 12.020645141601562, "learning_rate": 9.504844339512095e-05, "loss": 0.645, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9133333333333333, "eval_loss": 0.29997381567955017, "eval_runtime": 13.0456, "eval_samples_per_second": 287.454, "eval_steps_per_second": 4.523, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.03683370724320412, "learning_rate": 8.117449009293668e-05, "loss": 0.1499, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9213333333333333, "eval_loss": 0.2723117768764496, "eval_runtime": 13.04, "eval_samples_per_second": 287.577, "eval_steps_per_second": 4.525, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.05616510659456253, "learning_rate": 6.112604669781572e-05, "loss": 0.0735, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9250666666666667, "eval_loss": 0.28449317812919617, "eval_runtime": 13.0781, "eval_samples_per_second": 286.739, "eval_steps_per_second": 4.511, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.014232357032597065, "learning_rate": 3.887395330218429e-05, "loss": 0.0315, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.932, "eval_loss": 0.2637251615524292, "eval_runtime": 13.0249, "eval_samples_per_second": 287.911, "eval_steps_per_second": 4.53, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.014060921035706997, "learning_rate": 1.8825509907063327e-05, "loss": 0.011, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9416, "eval_loss": 0.23087777197360992, "eval_runtime": 13.0148, "eval_samples_per_second": 288.133, "eval_steps_per_second": 4.533, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.008774442598223686, "learning_rate": 4.951556604879048e-06, "loss": 0.0053, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9437333333333333, "eval_loss": 0.23553477227687836, "eval_runtime": 13.0215, "eval_samples_per_second": 287.985, "eval_steps_per_second": 4.531, "step": 1998 } ], "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }