{ "best_metric": 0.9141333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0689/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": 77.37686920166016, "learning_rate": 6.533836810383375e-05, "loss": 0.869, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8253333333333334, "eval_loss": 0.5526688694953918, "eval_runtime": 11.2319, "eval_samples_per_second": 333.871, "eval_steps_per_second": 5.253, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.5929165482521057, "learning_rate": 5.2547638240566195e-05, "loss": 0.3057, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8448, "eval_loss": 0.5182108283042908, "eval_runtime": 11.5177, "eval_samples_per_second": 325.585, "eval_steps_per_second": 5.123, "step": 666 }, { "epoch": 3.0, "grad_norm": 49.62903594970703, "learning_rate": 3.505503288166546e-05, "loss": 0.1432, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8770666666666667, "eval_loss": 0.4393262267112732, "eval_runtime": 11.0671, "eval_samples_per_second": 338.842, "eval_steps_per_second": 5.331, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.02026299014687538, "learning_rate": 1.754768150656529e-05, "loss": 0.0558, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9045333333333333, "eval_loss": 0.3556371331214905, "eval_runtime": 10.9645, "eval_samples_per_second": 342.013, "eval_steps_per_second": 5.381, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0015936290146782994, "learning_rate": 4.7166647778317115e-06, "loss": 0.017, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.908, "eval_loss": 0.34440189599990845, "eval_runtime": 11.219, "eval_samples_per_second": 334.253, "eval_steps_per_second": 5.259, "step": 1665 }, { "epoch": 6.0, "grad_norm": 4.0040788650512695, "learning_rate": 4.3265999090102975e-11, "loss": 0.0046, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9141333333333334, "eval_loss": 0.33373814821243286, "eval_runtime": 10.9596, "eval_samples_per_second": 342.167, "eval_steps_per_second": 5.383, "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 }