{ "best_metric": 0.8578666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0552/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": 178.65306091308594, "learning_rate": 6.331559480312315e-05, "loss": 3.2874, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6642666666666667, "eval_loss": 1.5922939777374268, "eval_runtime": 8.2487, "eval_samples_per_second": 454.617, "eval_steps_per_second": 7.153, "step": 333 }, { "epoch": 2.0, "grad_norm": 131.33580017089844, "learning_rate": 4.581559480312316e-05, "loss": 0.9686, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8144, "eval_loss": 0.6374911665916443, "eval_runtime": 7.3174, "eval_samples_per_second": 512.476, "eval_steps_per_second": 8.063, "step": 666 }, { "epoch": 3.0, "grad_norm": 157.84805297851562, "learning_rate": 2.4184405196876842e-05, "loss": 0.5247, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.848, "eval_loss": 0.5178475379943848, "eval_runtime": 7.3624, "eval_samples_per_second": 509.348, "eval_steps_per_second": 8.014, "step": 999 }, { "epoch": 4.0, "grad_norm": 134.1396942138672, "learning_rate": 6.684405196876842e-06, "loss": 0.3935, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.4661005139350891, "eval_runtime": 7.3035, "eval_samples_per_second": 513.454, "eval_steps_per_second": 8.078, "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 }