{ "best_metric": 0.9048, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0291/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "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": 7.885135135135135e-05, "loss": 0.8129, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8293333333333334, "eval_loss": 0.5601472854614258, "eval_runtime": 6.7912, "eval_samples_per_second": 552.186, "eval_steps_per_second": 8.688, "step": 333 }, { "epoch": 2.0, "grad_norm": 143.17764282226562, "learning_rate": 6.760135135135137e-05, "loss": 0.2705, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.86, "eval_loss": 0.470471054315567, "eval_runtime": 6.2914, "eval_samples_per_second": 596.053, "eval_steps_per_second": 9.378, "step": 666 }, { "epoch": 3.0, "grad_norm": 69.28026580810547, "learning_rate": 5.635135135135136e-05, "loss": 0.1348, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.852, "eval_loss": 0.5373799204826355, "eval_runtime": 6.2061, "eval_samples_per_second": 604.247, "eval_steps_per_second": 9.507, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.007216832600533962, "learning_rate": 4.510135135135136e-05, "loss": 0.07, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8792, "eval_loss": 0.4658820629119873, "eval_runtime": 6.7036, "eval_samples_per_second": 559.404, "eval_steps_per_second": 8.801, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.04990759864449501, "learning_rate": 3.385135135135135e-05, "loss": 0.0339, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8789333333333333, "eval_loss": 0.511195957660675, "eval_runtime": 6.149, "eval_samples_per_second": 609.856, "eval_steps_per_second": 9.595, "step": 1665 }, { "epoch": 6.0, "grad_norm": 1.6738038063049316, "learning_rate": 2.2601351351351353e-05, "loss": 0.0132, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8994666666666666, "eval_loss": 0.4539289176464081, "eval_runtime": 6.7212, "eval_samples_per_second": 557.934, "eval_steps_per_second": 8.778, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.22590245306491852, "learning_rate": 1.135135135135135e-05, "loss": 0.0029, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9013333333333333, "eval_loss": 0.41221192479133606, "eval_runtime": 6.6171, "eval_samples_per_second": 566.709, "eval_steps_per_second": 8.916, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.05093248188495636, "learning_rate": 1.0135135135135135e-07, "loss": 0.001, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9048, "eval_loss": 0.3993247449398041, "eval_runtime": 6.3055, "eval_samples_per_second": 594.721, "eval_steps_per_second": 9.357, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }