{ "best_metric": 0.8954666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0684/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "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": 6.335436141135384e-05, "loss": 1.6625, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7928, "eval_loss": 0.7507520914077759, "eval_runtime": 7.4485, "eval_samples_per_second": 503.46, "eval_steps_per_second": 7.921, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.9149649143218994, "learning_rate": 4.587838279590199e-05, "loss": 0.5326, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8458666666666667, "eval_loss": 0.5284287929534912, "eval_runtime": 7.201, "eval_samples_per_second": 520.758, "eval_steps_per_second": 8.193, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.28495192527771, "learning_rate": 2.4247231695047696e-05, "loss": 0.3, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8746666666666667, "eval_loss": 0.42799434065818787, "eval_runtime": 7.062, "eval_samples_per_second": 531.013, "eval_steps_per_second": 8.355, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 6.762240700238659e-06, "loss": 0.1699, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8954666666666666, "eval_loss": 0.3616875410079956, "eval_runtime": 6.9742, "eval_samples_per_second": 537.696, "eval_steps_per_second": 8.46, "step": 1332 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }