{ "best_metric": 0.8674666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0782/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": 0.0002252252252252252, "loss": 2.2357, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6810666666666667, "eval_loss": 1.0901731252670288, "eval_runtime": 5.7355, "eval_samples_per_second": 653.822, "eval_steps_per_second": 10.287, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00015045045045045046, "loss": 0.7581, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7938666666666667, "eval_loss": 0.6889675259590149, "eval_runtime": 5.8172, "eval_samples_per_second": 644.635, "eval_steps_per_second": 10.142, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.9005759954452515, "learning_rate": 7.545045045045045e-05, "loss": 0.3292, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8442666666666667, "eval_loss": 0.5150971412658691, "eval_runtime": 5.5905, "eval_samples_per_second": 670.784, "eval_steps_per_second": 10.554, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.12733900547027588, "learning_rate": 4.5045045045045043e-07, "loss": 0.1182, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8674666666666667, "eval_loss": 0.44378966093063354, "eval_runtime": 5.776, "eval_samples_per_second": 649.239, "eval_steps_per_second": 10.215, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }