{ "best_metric": 0.9114666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0157/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": 0.16674651205539703, "learning_rate": 8.580008580008581e-05, "loss": 1.1012, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8197333333333333, "eval_loss": 0.575306236743927, "eval_runtime": 6.79, "eval_samples_per_second": 552.286, "eval_steps_per_second": 8.689, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 7.155727155727156e-05, "loss": 0.3657, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8616, "eval_loss": 0.4666767120361328, "eval_runtime": 6.6656, "eval_samples_per_second": 562.588, "eval_steps_per_second": 8.851, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.934562087059021, "learning_rate": 5.727155727155728e-05, "loss": 0.1639, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.510015070438385, "eval_runtime": 6.7363, "eval_samples_per_second": 556.685, "eval_steps_per_second": 8.759, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.07840921729803085, "learning_rate": 4.298584298584299e-05, "loss": 0.0817, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8757333333333334, "eval_loss": 0.47795552015304565, "eval_runtime": 6.8524, "eval_samples_per_second": 547.251, "eval_steps_per_second": 8.61, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.008013253100216389, "learning_rate": 2.8700128700128703e-05, "loss": 0.0432, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8917333333333334, "eval_loss": 0.44084951281547546, "eval_runtime": 7.031, "eval_samples_per_second": 533.353, "eval_steps_per_second": 8.391, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.019317185506224632, "learning_rate": 1.4414414414414416e-05, "loss": 0.0135, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9114666666666666, "eval_loss": 0.3724452257156372, "eval_runtime": 6.6893, "eval_samples_per_second": 560.594, "eval_steps_per_second": 8.82, "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 }