{ "best_metric": 0.9010666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0282/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 70.92640686035156, "learning_rate": 0.0002713525491562421, "loss": 1.5244, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8362666666666667, "eval_loss": 0.5233182311058044, "eval_runtime": 16.4868, "eval_samples_per_second": 227.454, "eval_steps_per_second": 3.579, "step": 333 }, { "epoch": 2.0, "grad_norm": 38.3804817199707, "learning_rate": 0.0001963525491562421, "loss": 0.3904, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8845333333333333, "eval_loss": 0.37630128860473633, "eval_runtime": 15.7009, "eval_samples_per_second": 238.839, "eval_steps_per_second": 3.758, "step": 666 }, { "epoch": 3.0, "grad_norm": 51.94040298461914, "learning_rate": 0.0001036474508437579, "loss": 0.194, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8914666666666666, "eval_loss": 0.3653945326805115, "eval_runtime": 15.6906, "eval_samples_per_second": 238.996, "eval_steps_per_second": 3.76, "step": 999 }, { "epoch": 4.0, "grad_norm": 58.74272918701172, "learning_rate": 2.8647450843757897e-05, "loss": 0.0983, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9010666666666667, "eval_loss": 0.3486242890357971, "eval_runtime": 15.4705, "eval_samples_per_second": 242.397, "eval_steps_per_second": 3.814, "step": 1332 } ], "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": false }, "attributes": {} } }, "total_flos": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }