{ "best_metric": 0.8594666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0821/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": 250.39715576171875, "learning_rate": 8.397114317029975e-05, "loss": 3.1005, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6517333333333334, "eval_loss": 1.36312735080719, "eval_runtime": 13.3719, "eval_samples_per_second": 280.439, "eval_steps_per_second": 4.412, "step": 333 }, { "epoch": 2.0, "grad_norm": 91.09251403808594, "learning_rate": 6.75e-05, "loss": 0.8744, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8098666666666666, "eval_loss": 0.6441528797149658, "eval_runtime": 12.9967, "eval_samples_per_second": 288.534, "eval_steps_per_second": 4.54, "step": 666 }, { "epoch": 3.0, "grad_norm": 126.88492584228516, "learning_rate": 4.5e-05, "loss": 0.5501, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8368, "eval_loss": 0.5386564135551453, "eval_runtime": 12.9083, "eval_samples_per_second": 290.512, "eval_steps_per_second": 4.571, "step": 999 }, { "epoch": 4.0, "grad_norm": 108.04928588867188, "learning_rate": 2.250000000000001e-05, "loss": 0.4247, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8584, "eval_loss": 0.4718531668186188, "eval_runtime": 13.4895, "eval_samples_per_second": 277.995, "eval_steps_per_second": 4.374, "step": 1332 }, { "epoch": 5.0, "grad_norm": 95.98467254638672, "learning_rate": 6.028856829700258e-06, "loss": 0.3687, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8594666666666667, "eval_loss": 0.4697636663913727, "eval_runtime": 12.9892, "eval_samples_per_second": 288.701, "eval_steps_per_second": 4.542, "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 }