{ "best_metric": 0.816, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0482/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": 119.16134643554688, "learning_rate": 6.331559480312315e-05, "loss": 3.4013, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5829333333333333, "eval_loss": 2.0641846656799316, "eval_runtime": 7.5509, "eval_samples_per_second": 496.628, "eval_steps_per_second": 7.814, "step": 333 }, { "epoch": 2.0, "grad_norm": 72.02572631835938, "learning_rate": 4.581559480312316e-05, "loss": 1.2504, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7725333333333333, "eval_loss": 0.8058490753173828, "eval_runtime": 7.4684, "eval_samples_per_second": 502.114, "eval_steps_per_second": 7.9, "step": 666 }, { "epoch": 3.0, "grad_norm": 147.09844970703125, "learning_rate": 2.4184405196876842e-05, "loss": 0.7467, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8002666666666667, "eval_loss": 0.6662527322769165, "eval_runtime": 7.4611, "eval_samples_per_second": 502.608, "eval_steps_per_second": 7.908, "step": 999 }, { "epoch": 4.0, "grad_norm": 100.4068603515625, "learning_rate": 6.684405196876842e-06, "loss": 0.618, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8088, "eval_loss": 0.6197147965431213, "eval_runtime": 7.4813, "eval_samples_per_second": 501.25, "eval_steps_per_second": 7.886, "step": 1332 }, { "epoch": 5.0, "grad_norm": 151.04498291015625, "learning_rate": 0.0, "loss": 0.5801, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.816, "eval_loss": 0.6131516695022583, "eval_runtime": 7.5495, "eval_samples_per_second": 496.722, "eval_steps_per_second": 7.815, "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 }