{ "best_metric": 0.9125333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0248/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": 0.8140482902526855, "learning_rate": 9.334052586261965e-05, "loss": 0.9709, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8133333333333334, "eval_loss": 0.5890428423881531, "eval_runtime": 7.2661, "eval_samples_per_second": 516.094, "eval_steps_per_second": 8.12, "step": 333 }, { "epoch": 2.0, "grad_norm": 8.092026710510254, "learning_rate": 7.506805462938029e-05, "loss": 0.377, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8157333333333333, "eval_loss": 0.6201593279838562, "eval_runtime": 6.8288, "eval_samples_per_second": 549.148, "eval_steps_per_second": 8.64, "step": 666 }, { "epoch": 3.0, "grad_norm": 30.67384910583496, "learning_rate": 5.015723661038683e-05, "loss": 0.1887, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8602666666666666, "eval_loss": 0.478941410779953, "eval_runtime": 6.8912, "eval_samples_per_second": 544.176, "eval_steps_per_second": 8.562, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.7893087267875671, "learning_rate": 2.5136294516063797e-05, "loss": 0.0719, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8893333333333333, "eval_loss": 0.42087000608444214, "eval_runtime": 8.1121, "eval_samples_per_second": 462.272, "eval_steps_per_second": 7.273, "step": 1332 }, { "epoch": 5.0, "grad_norm": 100.61653900146484, "learning_rate": 6.777562227006756e-06, "loss": 0.0208, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9066666666666666, "eval_loss": 0.36809584498405457, "eval_runtime": 7.0223, "eval_samples_per_second": 534.01, "eval_steps_per_second": 8.402, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.014238113537430763, "learning_rate": 2.472341277037771e-10, "loss": 0.0047, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9125333333333333, "eval_loss": 0.3468814492225647, "eval_runtime": 6.9357, "eval_samples_per_second": 540.683, "eval_steps_per_second": 8.507, "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 }