{ "best_metric": 0.868, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0125/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "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": 7e-05, "loss": 1.7341, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7970666666666667, "eval_loss": 0.7307370901107788, "eval_runtime": 6.0716, "eval_samples_per_second": 617.634, "eval_steps_per_second": 9.717, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.5469, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8349333333333333, "eval_loss": 0.5637804269790649, "eval_runtime": 6.1356, "eval_samples_per_second": 611.188, "eval_steps_per_second": 9.616, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.5474292039871216, "learning_rate": 7e-05, "loss": 0.3544, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8442666666666667, "eval_loss": 0.5264011025428772, "eval_runtime": 6.4896, "eval_samples_per_second": 577.845, "eval_steps_per_second": 9.091, "step": 999 }, { "epoch": 4.0, "grad_norm": 64.49068450927734, "learning_rate": 7e-05, "loss": 0.2537, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8632, "eval_loss": 0.44891634583473206, "eval_runtime": 6.0344, "eval_samples_per_second": 621.435, "eval_steps_per_second": 9.777, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.0308116674423218, "learning_rate": 7e-05, "loss": 0.1854, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8648, "eval_loss": 0.4552401602268219, "eval_runtime": 6.0753, "eval_samples_per_second": 617.254, "eval_steps_per_second": 9.711, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.8763220310211182, "learning_rate": 7e-05, "loss": 0.1437, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8530666666666666, "eval_loss": 0.4950791597366333, "eval_runtime": 6.5524, "eval_samples_per_second": 572.313, "eval_steps_per_second": 9.004, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.04716915264725685, "learning_rate": 7e-05, "loss": 0.1269, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8629333333333333, "eval_loss": 0.4925222098827362, "eval_runtime": 7.5082, "eval_samples_per_second": 499.456, "eval_steps_per_second": 7.858, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.036299414932727814, "learning_rate": 7e-05, "loss": 0.105, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8592, "eval_loss": 0.5248702764511108, "eval_runtime": 7.1166, "eval_samples_per_second": 526.935, "eval_steps_per_second": 8.29, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.6750072836875916, "learning_rate": 7e-05, "loss": 0.0887, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.868, "eval_loss": 0.5103010535240173, "eval_runtime": 6.5343, "eval_samples_per_second": 573.898, "eval_steps_per_second": 9.029, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }