{ "best_metric": 0.9072, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0340/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": 12.467190742492676, "learning_rate": 8.404170694504206e-05, "loss": 0.9258, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8013333333333333, "eval_loss": 0.6433719992637634, "eval_runtime": 6.5841, "eval_samples_per_second": 569.554, "eval_steps_per_second": 8.961, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.7116051912307739, "learning_rate": 6.762244255374248e-05, "loss": 0.351, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8458666666666667, "eval_loss": 0.5481381416320801, "eval_runtime": 9.8916, "eval_samples_per_second": 379.108, "eval_steps_per_second": 5.965, "step": 666 }, { "epoch": 3.0, "grad_norm": 8.932256698608398, "learning_rate": 4.5141512949348145e-05, "loss": 0.1581, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.47467848658561707, "eval_runtime": 6.5307, "eval_samples_per_second": 574.214, "eval_steps_per_second": 9.034, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.6941157579421997, "learning_rate": 2.262266506445742e-05, "loss": 0.067, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8877333333333334, "eval_loss": 0.4281049370765686, "eval_runtime": 6.3184, "eval_samples_per_second": 593.508, "eval_steps_per_second": 9.338, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.5879997611045837, "learning_rate": 6.099806004306081e-06, "loss": 0.0199, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9024, "eval_loss": 0.38970598578453064, "eval_runtime": 6.3094, "eval_samples_per_second": 594.353, "eval_steps_per_second": 9.351, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.003407406620681286, "learning_rate": 2.2251071493339937e-10, "loss": 0.0058, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9072, "eval_loss": 0.37460559606552124, "eval_runtime": 6.8546, "eval_samples_per_second": 547.077, "eval_steps_per_second": 8.607, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }