{ "best_metric": 0.852, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0664/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 157.14605712890625, "learning_rate": 4.665063509461097e-05, "loss": 3.6562, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5658666666666666, "eval_loss": 2.970956563949585, "eval_runtime": 7.1847, "eval_samples_per_second": 521.943, "eval_steps_per_second": 8.212, "step": 333 }, { "epoch": 2.0, "grad_norm": 178.8596954345703, "learning_rate": 3.7500000000000003e-05, "loss": 1.6347, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7794666666666666, "eval_loss": 0.904301643371582, "eval_runtime": 7.1074, "eval_samples_per_second": 527.615, "eval_steps_per_second": 8.301, "step": 666 }, { "epoch": 3.0, "grad_norm": 174.5675048828125, "learning_rate": 2.5e-05, "loss": 0.786, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8173333333333334, "eval_loss": 0.6642544269561768, "eval_runtime": 7.1033, "eval_samples_per_second": 527.923, "eval_steps_per_second": 8.306, "step": 999 }, { "epoch": 4.0, "grad_norm": 225.46075439453125, "learning_rate": 1.2500000000000006e-05, "loss": 0.6046, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8288, "eval_loss": 0.5818068981170654, "eval_runtime": 7.1047, "eval_samples_per_second": 527.818, "eval_steps_per_second": 8.304, "step": 1332 }, { "epoch": 5.0, "grad_norm": 112.08016204833984, "learning_rate": 3.3493649053890326e-06, "loss": 0.527, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.852, "eval_loss": 0.5532756447792053, "eval_runtime": 7.101, "eval_samples_per_second": 528.093, "eval_steps_per_second": 8.309, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }