{ "best_metric": 0.8632, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0379/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": 7e-05, "loss": 0.753, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8421333333333333, "eval_loss": 0.5262062549591064, "eval_runtime": 5.518, "eval_samples_per_second": 679.598, "eval_steps_per_second": 10.692, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.277, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8442666666666667, "eval_loss": 0.5279436707496643, "eval_runtime": 5.3703, "eval_samples_per_second": 698.291, "eval_steps_per_second": 10.986, "step": 666 }, { "epoch": 3.0, "grad_norm": 15.310044288635254, "learning_rate": 7e-05, "loss": 0.1746, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8506666666666667, "eval_loss": 0.5554097890853882, "eval_runtime": 5.4458, "eval_samples_per_second": 688.599, "eval_steps_per_second": 10.834, "step": 999 }, { "epoch": 4.0, "grad_norm": 4.218876838684082, "learning_rate": 7e-05, "loss": 0.1296, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8376, "eval_loss": 0.6208122372627258, "eval_runtime": 5.5309, "eval_samples_per_second": 678.014, "eval_steps_per_second": 10.667, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.15624020993709564, "learning_rate": 7e-05, "loss": 0.1056, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8277333333333333, "eval_loss": 0.7037842869758606, "eval_runtime": 5.3639, "eval_samples_per_second": 699.117, "eval_steps_per_second": 10.999, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.33271947503089905, "learning_rate": 7e-05, "loss": 0.0885, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8632, "eval_loss": 0.5843331813812256, "eval_runtime": 6.4578, "eval_samples_per_second": 580.692, "eval_steps_per_second": 9.136, "step": 1998 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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 }