{ "best_metric": 0.8677333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0090/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 39.74134826660156, "learning_rate": 5e-05, "loss": 0.8577, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8464, "eval_loss": 0.5095455646514893, "eval_runtime": 11.8332, "eval_samples_per_second": 316.904, "eval_steps_per_second": 4.986, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 0.2735, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8672, "eval_loss": 0.44607338309288025, "eval_runtime": 11.5249, "eval_samples_per_second": 325.384, "eval_steps_per_second": 5.119, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.489764928817749, "learning_rate": 5e-05, "loss": 0.1606, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.864, "eval_loss": 0.4802369177341461, "eval_runtime": 11.8004, "eval_samples_per_second": 317.786, "eval_steps_per_second": 5.0, "step": 999 }, { "epoch": 4.0, "grad_norm": 42.65632629394531, "learning_rate": 5e-05, "loss": 0.1131, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8568, "eval_loss": 0.5703438520431519, "eval_runtime": 10.9548, "eval_samples_per_second": 342.315, "eval_steps_per_second": 5.386, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.03637354448437691, "learning_rate": 5e-05, "loss": 0.0935, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8674666666666667, "eval_loss": 0.5531145334243774, "eval_runtime": 10.8986, "eval_samples_per_second": 344.08, "eval_steps_per_second": 5.414, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0605844222009182, "learning_rate": 5e-05, "loss": 0.0803, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8621333333333333, "eval_loss": 0.6027858257293701, "eval_runtime": 10.9835, "eval_samples_per_second": 341.42, "eval_steps_per_second": 5.372, "step": 1998 }, { "epoch": 7.0, "grad_norm": 1.286474347114563, "learning_rate": 5e-05, "loss": 0.0697, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8602666666666666, "eval_loss": 0.5601938366889954, "eval_runtime": 11.0202, "eval_samples_per_second": 340.284, "eval_steps_per_second": 5.354, "step": 2331 }, { "epoch": 8.0, "grad_norm": 10.402969360351562, "learning_rate": 5e-05, "loss": 0.0571, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8656, "eval_loss": 0.5944740772247314, "eval_runtime": 11.8169, "eval_samples_per_second": 317.343, "eval_steps_per_second": 4.993, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.09439128637313843, "learning_rate": 5e-05, "loss": 0.0611, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8677333333333334, "eval_loss": 0.5828838348388672, "eval_runtime": 10.9317, "eval_samples_per_second": 343.038, "eval_steps_per_second": 5.397, "step": 2997 } ], "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": true }, "attributes": {} } }, "total_flos": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }