{ "best_metric": 0.9034666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0050/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": 93.908447265625, "learning_rate": 0.0002713525491562421, "loss": 1.4529, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.824, "eval_loss": 0.5294801592826843, "eval_runtime": 12.7894, "eval_samples_per_second": 293.213, "eval_steps_per_second": 4.613, "step": 333 }, { "epoch": 2.0, "grad_norm": 47.77779769897461, "learning_rate": 0.0001963525491562421, "loss": 0.3878, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8741333333333333, "eval_loss": 0.41389527916908264, "eval_runtime": 12.7596, "eval_samples_per_second": 293.896, "eval_steps_per_second": 4.624, "step": 666 }, { "epoch": 3.0, "grad_norm": 44.681732177734375, "learning_rate": 0.0001036474508437579, "loss": 0.2158, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8978666666666667, "eval_loss": 0.32713618874549866, "eval_runtime": 12.9015, "eval_samples_per_second": 290.665, "eval_steps_per_second": 4.573, "step": 999 }, { "epoch": 4.0, "grad_norm": 33.3585090637207, "learning_rate": 2.8647450843757897e-05, "loss": 0.1244, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.3224394619464874, "eval_runtime": 12.6828, "eval_samples_per_second": 295.676, "eval_steps_per_second": 4.652, "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 }