{ "best_metric": 0.8125333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0550/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": Infinity, "learning_rate": 0.0003, "loss": 1.7328, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7488, "eval_loss": 0.85762619972229, "eval_runtime": 5.8935, "eval_samples_per_second": 636.29, "eval_steps_per_second": 10.011, "step": 333 }, { "epoch": 2.0, "grad_norm": 7.571508884429932, "learning_rate": 0.0003, "loss": 0.6873, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7829333333333334, "eval_loss": 0.7133203148841858, "eval_runtime": 5.8891, "eval_samples_per_second": 636.774, "eval_steps_per_second": 10.019, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.6891889572143555, "learning_rate": 0.0003, "loss": 0.4592, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8024, "eval_loss": 0.6652063727378845, "eval_runtime": 5.9098, "eval_samples_per_second": 634.537, "eval_steps_per_second": 9.983, "step": 999 }, { "epoch": 4.0, "grad_norm": 5.861435413360596, "learning_rate": 0.0003, "loss": 0.3305, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8072, "eval_loss": 0.6639143228530884, "eval_runtime": 6.061, "eval_samples_per_second": 618.714, "eval_steps_per_second": 9.734, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.08786794543266296, "learning_rate": 0.0003, "loss": 0.2571, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8125333333333333, "eval_loss": 0.678558349609375, "eval_runtime": 6.0312, "eval_samples_per_second": 621.763, "eval_steps_per_second": 9.782, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }