{ "best_metric": 0.86, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0879/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": 7.470448017120361, "learning_rate": 5e-05, "loss": 2.0555, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7584, "eval_loss": 0.9076303839683533, "eval_runtime": 6.3908, "eval_samples_per_second": 586.784, "eval_steps_per_second": 9.232, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.982215404510498, "learning_rate": 5e-05, "loss": 0.6784, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8154666666666667, "eval_loss": 0.6091476678848267, "eval_runtime": 5.7982, "eval_samples_per_second": 646.752, "eval_steps_per_second": 10.176, "step": 666 }, { "epoch": 3.0, "grad_norm": 11.981606483459473, "learning_rate": 5e-05, "loss": 0.4339, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8344, "eval_loss": 0.5416943430900574, "eval_runtime": 5.7915, "eval_samples_per_second": 647.501, "eval_steps_per_second": 10.187, "step": 999 }, { "epoch": 4.0, "grad_norm": 4.410874366760254, "learning_rate": 5e-05, "loss": 0.3109, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8269333333333333, "eval_loss": 0.5532939434051514, "eval_runtime": 5.8876, "eval_samples_per_second": 636.936, "eval_steps_per_second": 10.021, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.5327204465866089, "learning_rate": 5e-05, "loss": 0.2307, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8509333333333333, "eval_loss": 0.498602032661438, "eval_runtime": 6.3542, "eval_samples_per_second": 590.164, "eval_steps_per_second": 9.285, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.582382082939148, "learning_rate": 5e-05, "loss": 0.182, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.86, "eval_loss": 0.486460417509079, "eval_runtime": 5.9404, "eval_samples_per_second": 631.272, "eval_steps_per_second": 9.932, "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 }