{ "best_metric": 0.9232, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0352/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": 2.8559865951538086, "learning_rate": 0.0002799038105676658, "loss": 0.6926, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8496, "eval_loss": 0.51173335313797, "eval_runtime": 12.9493, "eval_samples_per_second": 289.591, "eval_steps_per_second": 4.556, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.7715314626693726, "learning_rate": 0.000225, "loss": 0.3156, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.4507071077823639, "eval_runtime": 13.212, "eval_samples_per_second": 283.833, "eval_steps_per_second": 4.466, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.023624541237950325, "learning_rate": 0.00015, "loss": 0.1732, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8978666666666667, "eval_loss": 0.3682684302330017, "eval_runtime": 13.0745, "eval_samples_per_second": 286.817, "eval_steps_per_second": 4.513, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.23884674906730652, "learning_rate": 7.500000000000002e-05, "loss": 0.0779, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9133333333333333, "eval_loss": 0.3263794183731079, "eval_runtime": 13.1528, "eval_samples_per_second": 285.11, "eval_steps_per_second": 4.486, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.11262141168117523, "learning_rate": 2.009618943233419e-05, "loss": 0.0255, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9216, "eval_loss": 0.30674588680267334, "eval_runtime": 13.0534, "eval_samples_per_second": 287.281, "eval_steps_per_second": 4.52, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.004370323847979307, "learning_rate": 0.0, "loss": 0.0101, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9232, "eval_loss": 0.3007335364818573, "eval_runtime": 13.0822, "eval_samples_per_second": 286.65, "eval_steps_per_second": 4.51, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }