{ "best_metric": 0.7181333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0800/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": 88.87332916259766, "learning_rate": 3.7500000000000003e-05, "loss": 3.6998, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.4416, "eval_loss": 3.244401216506958, "eval_runtime": 8.2373, "eval_samples_per_second": 455.248, "eval_steps_per_second": 7.163, "step": 333 }, { "epoch": 2.0, "grad_norm": 350.59375, "learning_rate": 2.5e-05, "loss": 2.3883, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.6269333333333333, "eval_loss": 1.642019510269165, "eval_runtime": 7.6523, "eval_samples_per_second": 490.048, "eval_steps_per_second": 7.71, "step": 666 }, { "epoch": 3.0, "grad_norm": 344.8207702636719, "learning_rate": 1.25e-05, "loss": 1.3934, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7016, "eval_loss": 1.2027443647384644, "eval_runtime": 7.6429, "eval_samples_per_second": 490.651, "eval_steps_per_second": 7.72, "step": 999 }, { "epoch": 4.0, "grad_norm": 248.98422241210938, "learning_rate": 0.0, "loss": 1.1314, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7181333333333333, "eval_loss": 1.085073471069336, "eval_runtime": 8.0608, "eval_samples_per_second": 465.213, "eval_steps_per_second": 7.319, "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 }