{ "best_metric": 0.9, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0446/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": 17.330541610717773, "learning_rate": 0.00042677669529663686, "loss": 1.2797, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8304, "eval_loss": 0.5220222473144531, "eval_runtime": 7.8312, "eval_samples_per_second": 478.856, "eval_steps_per_second": 7.534, "step": 333 }, { "epoch": 2.0, "grad_norm": 53.85448455810547, "learning_rate": 0.00025, "loss": 0.4038, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8738666666666667, "eval_loss": 0.3881864845752716, "eval_runtime": 7.945, "eval_samples_per_second": 471.996, "eval_steps_per_second": 7.426, "step": 666 }, { "epoch": 3.0, "grad_norm": 41.10146713256836, "learning_rate": 7.322330470336314e-05, "loss": 0.1973, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8952, "eval_loss": 0.35288795828819275, "eval_runtime": 7.8306, "eval_samples_per_second": 478.89, "eval_steps_per_second": 7.535, "step": 999 }, { "epoch": 4.0, "grad_norm": 40.07688903808594, "learning_rate": 0.0, "loss": 0.1042, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9, "eval_loss": 0.34777596592903137, "eval_runtime": 7.7526, "eval_samples_per_second": 483.708, "eval_steps_per_second": 7.61, "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 }