{ "best_metric": 0.9002666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0322/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": 26.265644073486328, "learning_rate": 0.00046650635094610973, "loss": 1.325, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.832, "eval_loss": 0.5488515496253967, "eval_runtime": 8.3743, "eval_samples_per_second": 447.801, "eval_steps_per_second": 7.045, "step": 333 }, { "epoch": 2.0, "grad_norm": 21.42756462097168, "learning_rate": 0.000375, "loss": 0.4194, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.856, "eval_loss": 0.4924643337726593, "eval_runtime": 8.2769, "eval_samples_per_second": 453.069, "eval_steps_per_second": 7.128, "step": 666 }, { "epoch": 3.0, "grad_norm": 30.813091278076172, "learning_rate": 0.00025, "loss": 0.229, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.88, "eval_loss": 0.42012926936149597, "eval_runtime": 8.1211, "eval_samples_per_second": 461.76, "eval_steps_per_second": 7.265, "step": 999 }, { "epoch": 4.0, "grad_norm": 31.103120803833008, "learning_rate": 0.00012500000000000006, "loss": 0.1212, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.896, "eval_loss": 0.38803425431251526, "eval_runtime": 8.2732, "eval_samples_per_second": 453.273, "eval_steps_per_second": 7.131, "step": 1332 }, { "epoch": 5.0, "grad_norm": 19.8493709564209, "learning_rate": 3.3493649053890325e-05, "loss": 0.0621, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.896, "eval_loss": 0.3855874240398407, "eval_runtime": 8.2697, "eval_samples_per_second": 453.463, "eval_steps_per_second": 7.134, "step": 1665 }, { "epoch": 6.0, "grad_norm": 44.3847541809082, "learning_rate": 0.0, "loss": 0.0478, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9002666666666667, "eval_loss": 0.3898452818393707, "eval_runtime": 8.3056, "eval_samples_per_second": 451.505, "eval_steps_per_second": 7.104, "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 }