{ "best_metric": 0.8898666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0319/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": 6.224557891224557e-05, "loss": 2.0439, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7704, "eval_loss": 0.8544617295265198, "eval_runtime": 6.9891, "eval_samples_per_second": 536.553, "eval_steps_per_second": 8.442, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.1471295356750488, "learning_rate": 5.44678011344678e-05, "loss": 0.5943, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8349333333333333, "eval_loss": 0.5699132084846497, "eval_runtime": 6.526, "eval_samples_per_second": 574.624, "eval_steps_per_second": 9.041, "step": 666 }, { "epoch": 3.0, "grad_norm": 20.557382583618164, "learning_rate": 4.669002335669002e-05, "loss": 0.3317, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8448, "eval_loss": 0.5187342166900635, "eval_runtime": 6.2146, "eval_samples_per_second": 603.415, "eval_steps_per_second": 9.494, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.9496538639068604, "learning_rate": 3.891224557891224e-05, "loss": 0.1962, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8653333333333333, "eval_loss": 0.4565514922142029, "eval_runtime": 6.1685, "eval_samples_per_second": 607.925, "eval_steps_per_second": 9.565, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.9770507216453552, "learning_rate": 3.113446780113447e-05, "loss": 0.1182, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8608, "eval_loss": 0.4696522355079651, "eval_runtime": 6.1896, "eval_samples_per_second": 605.857, "eval_steps_per_second": 9.532, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.6338449716567993, "learning_rate": 2.3356690023356685e-05, "loss": 0.0626, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8736, "eval_loss": 0.4494333863258362, "eval_runtime": 6.7413, "eval_samples_per_second": 556.276, "eval_steps_per_second": 8.752, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.44788604974746704, "learning_rate": 1.557891224557891e-05, "loss": 0.0324, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8824, "eval_loss": 0.4466918110847473, "eval_runtime": 6.9041, "eval_samples_per_second": 543.156, "eval_steps_per_second": 8.546, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.41444581747055054, "learning_rate": 7.801134467801133e-06, "loss": 0.0143, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8882666666666666, "eval_loss": 0.42573481798171997, "eval_runtime": 6.3137, "eval_samples_per_second": 593.944, "eval_steps_per_second": 9.345, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.0547945611178875, "learning_rate": 2.3356690023356688e-08, "loss": 0.0084, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8898666666666667, "eval_loss": 0.42515188455581665, "eval_runtime": 6.4164, "eval_samples_per_second": 584.44, "eval_steps_per_second": 9.195, "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 }