{ "best_metric": 0.8565333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0154/checkpoints/checkpoint-999", "epoch": 3.0, "eval_steps": 500, "global_step": 999, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 91.02618408203125, "learning_rate": 0.0003, "loss": 1.67, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8061333333333334, "eval_loss": 0.6241602897644043, "eval_runtime": 8.8498, "eval_samples_per_second": 423.738, "eval_steps_per_second": 6.667, "step": 333 }, { "epoch": 2.0, "grad_norm": 42.63134765625, "learning_rate": 0.0003, "loss": 0.5301, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8442666666666667, "eval_loss": 0.5031460523605347, "eval_runtime": 8.8801, "eval_samples_per_second": 422.294, "eval_steps_per_second": 6.644, "step": 666 }, { "epoch": 3.0, "grad_norm": 34.1334228515625, "learning_rate": 0.0003, "loss": 0.3807, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8565333333333334, "eval_loss": 0.47244906425476074, "eval_runtime": 8.8937, "eval_samples_per_second": 421.647, "eval_steps_per_second": 6.634, "step": 999 } ], "logging_steps": 500, "max_steps": 999, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 2.4529287718656e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }