{ "best_metric": 0.8664, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0656/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": 2.648799419403076, "learning_rate": 3e-05, "loss": 2.1302, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7677333333333334, "eval_loss": 1.0309293270111084, "eval_runtime": 6.4638, "eval_samples_per_second": 580.157, "eval_steps_per_second": 9.128, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.6392, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8314666666666667, "eval_loss": 0.6250272989273071, "eval_runtime": 7.1776, "eval_samples_per_second": 522.461, "eval_steps_per_second": 8.22, "step": 666 }, { "epoch": 3.0, "grad_norm": 5.297699928283691, "learning_rate": 3e-05, "loss": 0.3239, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.856, "eval_loss": 0.5115415453910828, "eval_runtime": 6.4022, "eval_samples_per_second": 585.733, "eval_steps_per_second": 9.216, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.408121943473816, "learning_rate": 3e-05, "loss": 0.181, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8613333333333333, "eval_loss": 0.47491908073425293, "eval_runtime": 6.4753, "eval_samples_per_second": 579.123, "eval_steps_per_second": 9.112, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.24961203336715698, "learning_rate": 3e-05, "loss": 0.1043, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8645333333333334, "eval_loss": 0.47518712282180786, "eval_runtime": 6.9823, "eval_samples_per_second": 537.071, "eval_steps_per_second": 8.45, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.21022579073905945, "learning_rate": 3e-05, "loss": 0.0645, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8664, "eval_loss": 0.4918883442878723, "eval_runtime": 6.4575, "eval_samples_per_second": 580.724, "eval_steps_per_second": 9.137, "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 }