{ "best_metric": 0.8978666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0971/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": 165.46981811523438, "learning_rate": 7e-05, "loss": 3.2323, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7002666666666667, "eval_loss": 1.56610107421875, "eval_runtime": 14.4206, "eval_samples_per_second": 260.044, "eval_steps_per_second": 4.091, "step": 333 }, { "epoch": 2.0, "grad_norm": 169.23626708984375, "learning_rate": 7e-05, "loss": 0.8431, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8568, "eval_loss": 0.5010253190994263, "eval_runtime": 13.6006, "eval_samples_per_second": 275.722, "eval_steps_per_second": 4.338, "step": 666 }, { "epoch": 3.0, "grad_norm": 201.387939453125, "learning_rate": 7e-05, "loss": 0.4501, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8733333333333333, "eval_loss": 0.42264360189437866, "eval_runtime": 13.623, "eval_samples_per_second": 275.271, "eval_steps_per_second": 4.331, "step": 999 }, { "epoch": 4.0, "grad_norm": 116.7824935913086, "learning_rate": 7e-05, "loss": 0.3152, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8978666666666667, "eval_loss": 0.33754217624664307, "eval_runtime": 13.5054, "eval_samples_per_second": 277.666, "eval_steps_per_second": 4.369, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }