{ "best_metric": 0.8992, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0175/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "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": 6.735155628520579e-05, "loss": 2.0865, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7637333333333334, "eval_loss": 0.9004030227661133, "eval_runtime": 6.2634, "eval_samples_per_second": 598.72, "eval_steps_per_second": 9.42, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.7780826091766357, "learning_rate": 5.9777905730703695e-05, "loss": 0.6087, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8242666666666667, "eval_loss": 0.6056052446365356, "eval_runtime": 5.9499, "eval_samples_per_second": 630.268, "eval_steps_per_second": 9.916, "step": 666 }, { "epoch": 3.0, "grad_norm": 4.011209011077881, "learning_rate": 4.843204364097674e-05, "loss": 0.353, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8538666666666667, "eval_loss": 0.5070375800132751, "eval_runtime": 5.8288, "eval_samples_per_second": 643.359, "eval_steps_per_second": 10.122, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.29144492745399475, "learning_rate": 3.5041274668689884e-05, "loss": 0.2131, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8818666666666667, "eval_loss": 0.4232081472873688, "eval_runtime": 5.8118, "eval_samples_per_second": 645.239, "eval_steps_per_second": 10.152, "step": 1332 }, { "epoch": 5.0, "grad_norm": 2.866642713546753, "learning_rate": 2.16442220022508e-05, "loss": 0.1207, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.39914169907569885, "eval_runtime": 5.8255, "eval_samples_per_second": 643.723, "eval_steps_per_second": 10.128, "step": 1665 }, { "epoch": 6.0, "grad_norm": 19.929121017456055, "learning_rate": 1.0280465465539994e-05, "loss": 0.0667, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8914666666666666, "eval_loss": 0.395877867937088, "eval_runtime": 6.651, "eval_samples_per_second": 563.824, "eval_steps_per_second": 8.871, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.7404213547706604, "learning_rate": 2.6800339785621635e-06, "loss": 0.0393, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8992, "eval_loss": 0.3777335286140442, "eval_runtime": 6.224, "eval_samples_per_second": 602.502, "eval_steps_per_second": 9.479, "step": 2331 } ], "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": false }, "attributes": {} } }, "total_flos": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }