{ "best_metric": 0.8810666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0693/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "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": 9.507764069616767e-05, "loss": 1.8718, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.736, "eval_loss": 0.946401834487915, "eval_runtime": 12.5352, "eval_samples_per_second": 299.157, "eval_steps_per_second": 4.707, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.7342416048049927, "learning_rate": 8.122714722185695e-05, "loss": 0.6214, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8096, "eval_loss": 0.6400879621505737, "eval_runtime": 12.3594, "eval_samples_per_second": 303.412, "eval_steps_per_second": 4.774, "step": 666 }, { "epoch": 3.0, "grad_norm": 4.989327907562256, "learning_rate": 6.119173426442958e-05, "loss": 0.3383, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8285333333333333, "eval_loss": 0.5618894696235657, "eval_runtime": 12.4715, "eval_samples_per_second": 300.686, "eval_steps_per_second": 4.731, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.08769326657056808, "learning_rate": 3.893966107831872e-05, "loss": 0.176, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8656, "eval_loss": 0.4628290832042694, "eval_runtime": 12.3815, "eval_samples_per_second": 302.872, "eval_steps_per_second": 4.765, "step": 1332 }, { "epoch": 5.0, "grad_norm": 5.19697380065918, "learning_rate": 1.887822366180192e-05, "loss": 0.0759, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8730666666666667, "eval_loss": 0.454529732465744, "eval_runtime": 13.3654, "eval_samples_per_second": 280.575, "eval_steps_per_second": 4.414, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.22133997082710266, "learning_rate": 4.980835732604045e-06, "loss": 0.0283, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.876, "eval_loss": 0.45606639981269836, "eval_runtime": 12.5532, "eval_samples_per_second": 298.728, "eval_steps_per_second": 4.7, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.07335377484560013, "learning_rate": 4.5410380539179233e-11, "loss": 0.0167, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8810666666666667, "eval_loss": 0.4372062385082245, "eval_runtime": 12.588, "eval_samples_per_second": 297.904, "eval_steps_per_second": 4.687, "step": 2331 } ], "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": true }, "attributes": {} } }, "total_flos": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }