{ "best_metric": 0.7629333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0131/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": 104.15867614746094, "learning_rate": 2.7135254915624213e-05, "loss": 3.8207, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.4650666666666667, "eval_loss": 3.601120948791504, "eval_runtime": 13.4861, "eval_samples_per_second": 278.063, "eval_steps_per_second": 4.375, "step": 333 }, { "epoch": 2.0, "grad_norm": 380.02490234375, "learning_rate": 1.963525491562421e-05, "loss": 3.0158, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.6386666666666667, "eval_loss": 2.4606881141662598, "eval_runtime": 13.465, "eval_samples_per_second": 278.5, "eval_steps_per_second": 4.382, "step": 666 }, { "epoch": 3.0, "grad_norm": 152.40476989746094, "learning_rate": 1.036474508437579e-05, "loss": 1.8233, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7216, "eval_loss": 1.4605332612991333, "eval_runtime": 13.4814, "eval_samples_per_second": 278.161, "eval_steps_per_second": 4.376, "step": 999 }, { "epoch": 4.0, "grad_norm": 155.3664093017578, "learning_rate": 2.86474508437579e-06, "loss": 1.2966, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7629333333333334, "eval_loss": 1.196342945098877, "eval_runtime": 13.4815, "eval_samples_per_second": 278.158, "eval_steps_per_second": 4.376, "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": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }