{ "best_metric": 0.44906666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0948/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": 0.0002887841425059038, "loss": 3.3116, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.2256, "eval_loss": 2.8964719772338867, "eval_runtime": 10.8699, "eval_samples_per_second": 344.989, "eval_steps_per_second": 5.428, "step": 333 }, { "epoch": 2.0, "grad_norm": 21.252519607543945, "learning_rate": 0.0002564405961135417, "loss": 2.7366, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2648, "eval_loss": 2.6813747882843018, "eval_runtime": 10.3794, "eval_samples_per_second": 361.293, "eval_steps_per_second": 5.684, "step": 666 }, { "epoch": 3.0, "grad_norm": 27.061079025268555, "learning_rate": 0.0002078924338492993, "loss": 2.4813, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.31093333333333334, "eval_loss": 2.462181568145752, "eval_runtime": 10.5508, "eval_samples_per_second": 355.425, "eval_steps_per_second": 5.592, "step": 999 }, { "epoch": 4.0, "grad_norm": 34.01191329956055, "learning_rate": 0.00015053067332772077, "loss": 2.2245, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.3565333333333333, "eval_loss": 2.3075616359710693, "eval_runtime": 11.1811, "eval_samples_per_second": 335.389, "eval_steps_per_second": 5.277, "step": 1332 }, { "epoch": 5.0, "grad_norm": 24.796300888061523, "learning_rate": 9.308812260256249e-05, "loss": 1.9462, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.404, "eval_loss": 2.1445724964141846, "eval_runtime": 10.9472, "eval_samples_per_second": 342.552, "eval_steps_per_second": 5.389, "step": 1665 }, { "epoch": 6.0, "grad_norm": 90.1661148071289, "learning_rate": 4.4309889303710674e-05, "loss": 1.6303, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.4336, "eval_loss": 2.067046880722046, "eval_runtime": 10.8634, "eval_samples_per_second": 345.194, "eval_steps_per_second": 5.431, "step": 1998 }, { "epoch": 7.0, "grad_norm": 27.738433837890625, "learning_rate": 1.1622017275129708e-05, "loss": 1.2674, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.44426666666666664, "eval_loss": 2.1670680046081543, "eval_runtime": 10.7027, "eval_samples_per_second": 350.38, "eval_steps_per_second": 5.513, "step": 2331 }, { "epoch": 8.0, "grad_norm": 17.389305114746094, "learning_rate": 9.387168731500582e-10, "loss": 1.0094, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.44906666666666667, "eval_loss": 2.323967695236206, "eval_runtime": 10.3217, "eval_samples_per_second": 363.313, "eval_steps_per_second": 5.716, "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 }