{ "best_metric": 0.8586666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0148/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": 1018.748291015625, "learning_rate": 6.331559480312315e-05, "loss": 3.243, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6682666666666667, "eval_loss": 1.70267915725708, "eval_runtime": 12.5651, "eval_samples_per_second": 298.447, "eval_steps_per_second": 4.696, "step": 333 }, { "epoch": 2.0, "grad_norm": 126.8888931274414, "learning_rate": 4.581559480312316e-05, "loss": 1.0005, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8202666666666667, "eval_loss": 0.6526823043823242, "eval_runtime": 12.5678, "eval_samples_per_second": 298.382, "eval_steps_per_second": 4.695, "step": 666 }, { "epoch": 3.0, "grad_norm": 202.71054077148438, "learning_rate": 2.4184405196876842e-05, "loss": 0.5566, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8464, "eval_loss": 0.503829300403595, "eval_runtime": 12.8175, "eval_samples_per_second": 292.569, "eval_steps_per_second": 4.603, "step": 999 }, { "epoch": 4.0, "grad_norm": 143.05429077148438, "learning_rate": 6.684405196876842e-06, "loss": 0.4312, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8584, "eval_loss": 0.4636790454387665, "eval_runtime": 12.4362, "eval_samples_per_second": 301.54, "eval_steps_per_second": 4.744, "step": 1332 }, { "epoch": 5.0, "grad_norm": 162.30844116210938, "learning_rate": 0.0, "loss": 0.3861, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8586666666666667, "eval_loss": 0.45789921283721924, "eval_runtime": 12.6978, "eval_samples_per_second": 295.327, "eval_steps_per_second": 4.646, "step": 1665 } ], "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": true }, "attributes": {} } }, "total_flos": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }