{ "best_metric": 0.8962666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0976/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": 92.3934555053711, "learning_rate": 8.397114317029975e-05, "loss": 2.86, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7610666666666667, "eval_loss": 0.9605636596679688, "eval_runtime": 8.2159, "eval_samples_per_second": 456.434, "eval_steps_per_second": 7.181, "step": 333 }, { "epoch": 2.0, "grad_norm": 232.306640625, "learning_rate": 6.75e-05, "loss": 0.6583, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8589333333333333, "eval_loss": 0.46219030022621155, "eval_runtime": 8.3254, "eval_samples_per_second": 450.43, "eval_steps_per_second": 7.087, "step": 666 }, { "epoch": 3.0, "grad_norm": 72.78318786621094, "learning_rate": 4.5e-05, "loss": 0.3971, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8837333333333334, "eval_loss": 0.3716278672218323, "eval_runtime": 8.1274, "eval_samples_per_second": 461.4, "eval_steps_per_second": 7.259, "step": 999 }, { "epoch": 4.0, "grad_norm": 116.12120819091797, "learning_rate": 2.250000000000001e-05, "loss": 0.2979, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8866666666666667, "eval_loss": 0.3521459400653839, "eval_runtime": 8.2725, "eval_samples_per_second": 453.311, "eval_steps_per_second": 7.132, "step": 1332 }, { "epoch": 5.0, "grad_norm": 145.1870574951172, "learning_rate": 6.028856829700258e-06, "loss": 0.2423, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8933333333333333, "eval_loss": 0.33127161860466003, "eval_runtime": 8.0962, "eval_samples_per_second": 463.181, "eval_steps_per_second": 7.287, "step": 1665 }, { "epoch": 6.0, "grad_norm": 144.8201141357422, "learning_rate": 0.0, "loss": 0.2297, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8962666666666667, "eval_loss": 0.33027923107147217, "eval_runtime": 8.3695, "eval_samples_per_second": 448.053, "eval_steps_per_second": 7.049, "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 }