{ "best_metric": 0.9384, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0127/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": 6.790597915649414, "learning_rate": 2.572715572715573e-05, "loss": 0.7729, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9029333333333334, "eval_loss": 0.3210218846797943, "eval_runtime": 5.8834, "eval_samples_per_second": 637.386, "eval_steps_per_second": 10.028, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 2.1454311454311453e-05, "loss": 0.158, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9112, "eval_loss": 0.30169492959976196, "eval_runtime": 6.4721, "eval_samples_per_second": 579.409, "eval_steps_per_second": 9.116, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.4985216856002808, "learning_rate": 1.716859716859717e-05, "loss": 0.0521, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9192, "eval_loss": 0.28912538290023804, "eval_runtime": 6.3576, "eval_samples_per_second": 589.848, "eval_steps_per_second": 9.28, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.17432601749897003, "learning_rate": 1.2882882882882882e-05, "loss": 0.0178, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9298666666666666, "eval_loss": 0.2676466703414917, "eval_runtime": 5.9053, "eval_samples_per_second": 635.028, "eval_steps_per_second": 9.991, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0137614905834198, "learning_rate": 8.597168597168598e-06, "loss": 0.0066, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9354666666666667, "eval_loss": 0.2661159634590149, "eval_runtime": 6.008, "eval_samples_per_second": 624.165, "eval_steps_per_second": 9.82, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.07023172825574875, "learning_rate": 4.311454311454311e-06, "loss": 0.0013, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9365333333333333, "eval_loss": 0.27028369903564453, "eval_runtime": 5.9879, "eval_samples_per_second": 626.265, "eval_steps_per_second": 9.853, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0024981729220598936, "learning_rate": 2.5740025740025742e-08, "loss": 0.0006, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9384, "eval_loss": 0.2591681182384491, "eval_runtime": 5.9259, "eval_samples_per_second": 632.812, "eval_steps_per_second": 9.956, "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 }