{ "best_metric": 0.7288, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0361/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 82.5856704711914, "learning_rate": 2.7990381056766583e-05, "loss": 3.8468, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.33973333333333333, "eval_loss": 3.759275436401367, "eval_runtime": 8.067, "eval_samples_per_second": 464.858, "eval_steps_per_second": 7.314, "step": 333 }, { "epoch": 2.0, "grad_norm": 132.63768005371094, "learning_rate": 2.25e-05, "loss": 3.283, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5269333333333334, "eval_loss": 2.723909378051758, "eval_runtime": 8.0544, "eval_samples_per_second": 465.585, "eval_steps_per_second": 7.325, "step": 666 }, { "epoch": 3.0, "grad_norm": 243.7537841796875, "learning_rate": 1.5e-05, "loss": 2.1345, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.648, "eval_loss": 1.7104169130325317, "eval_runtime": 8.0207, "eval_samples_per_second": 467.541, "eval_steps_per_second": 7.356, "step": 999 }, { "epoch": 4.0, "grad_norm": 453.5697326660156, "learning_rate": 7.500000000000004e-06, "loss": 1.5032, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7184, "eval_loss": 1.2958998680114746, "eval_runtime": 8.0431, "eval_samples_per_second": 466.237, "eval_steps_per_second": 7.335, "step": 1332 }, { "epoch": 5.0, "grad_norm": 242.99021911621094, "learning_rate": 2.0096189432334194e-06, "loss": 1.2844, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.7261333333333333, "eval_loss": 1.1939525604248047, "eval_runtime": 8.0137, "eval_samples_per_second": 467.951, "eval_steps_per_second": 7.362, "step": 1665 }, { "epoch": 6.0, "grad_norm": 208.60256958007812, "learning_rate": 0.0, "loss": 1.2209, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7288, "eval_loss": 1.1882296800613403, "eval_runtime": 8.0635, "eval_samples_per_second": 465.06, "eval_steps_per_second": 7.317, "step": 1998 } ], "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": true }, "attributes": {} } }, "total_flos": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }