{ "best_metric": 0.38, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0418/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": 20.60164451599121, "learning_rate": 0.0004670935782735732, "loss": 3.4598, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.1824, "eval_loss": 3.0810768604278564, "eval_runtime": 13.5731, "eval_samples_per_second": 276.282, "eval_steps_per_second": 4.347, "step": 333 }, { "epoch": 2.0, "grad_norm": 14.919262886047363, "learning_rate": 0.00037601988894783115, "loss": 2.9347, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2352, "eval_loss": 2.8451859951019287, "eval_runtime": 13.7017, "eval_samples_per_second": 273.688, "eval_steps_per_second": 4.306, "step": 666 }, { "epoch": 3.0, "grad_norm": 18.4514102935791, "learning_rate": 0.00025117927214825806, "loss": 2.7089, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.28186666666666665, "eval_loss": 2.6445655822753906, "eval_runtime": 13.5047, "eval_samples_per_second": 277.68, "eval_steps_per_second": 4.369, "step": 999 }, { "epoch": 4.0, "grad_norm": 23.04988670349121, "learning_rate": 0.00012602267032890265, "loss": 2.4668, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.33493333333333336, "eval_loss": 2.4460458755493164, "eval_runtime": 13.8061, "eval_samples_per_second": 271.619, "eval_steps_per_second": 4.273, "step": 1332 }, { "epoch": 5.0, "grad_norm": 13.138303756713867, "learning_rate": 3.408569387468488e-05, "loss": 2.2228, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.36666666666666664, "eval_loss": 2.28456974029541, "eval_runtime": 14.1513, "eval_samples_per_second": 264.994, "eval_steps_per_second": 4.169, "step": 1665 }, { "epoch": 6.0, "grad_norm": 13.491533279418945, "learning_rate": 2.7813810714871766e-09, "loss": 2.0615, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.38, "eval_loss": 2.2695415019989014, "eval_runtime": 13.5002, "eval_samples_per_second": 277.773, "eval_steps_per_second": 4.37, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }