{ "best_metric": 0.9354666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0402/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "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": 4.2900042900042906e-05, "loss": 0.7127, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8802666666666666, "eval_loss": 0.369611531496048, "eval_runtime": 12.6388, "eval_samples_per_second": 296.705, "eval_steps_per_second": 4.668, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.2384085655212402, "learning_rate": 3.575718575718576e-05, "loss": 0.1643, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8976, "eval_loss": 0.32528457045555115, "eval_runtime": 12.5279, "eval_samples_per_second": 299.333, "eval_steps_per_second": 4.709, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.03887999430298805, "learning_rate": 2.8614328614328617e-05, "loss": 0.0713, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8973333333333333, "eval_loss": 0.3564132750034332, "eval_runtime": 12.9008, "eval_samples_per_second": 290.679, "eval_steps_per_second": 4.573, "step": 999 }, { "epoch": 4.0, "grad_norm": 4.474127292633057, "learning_rate": 2.147147147147147e-05, "loss": 0.0279, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9165333333333333, "eval_loss": 0.299836665391922, "eval_runtime": 12.2825, "eval_samples_per_second": 305.311, "eval_steps_per_second": 4.804, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3672025501728058, "learning_rate": 1.4328614328614328e-05, "loss": 0.0095, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9234666666666667, "eval_loss": 0.3173242509365082, "eval_runtime": 12.3673, "eval_samples_per_second": 303.219, "eval_steps_per_second": 4.771, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.03609999269247055, "learning_rate": 7.1857571857571855e-06, "loss": 0.0015, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9354666666666667, "eval_loss": 0.2659248113632202, "eval_runtime": 12.6244, "eval_samples_per_second": 297.044, "eval_steps_per_second": 4.673, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }