{ "best_metric": 0.7922666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0040/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": 80.87100982666016, "learning_rate": 6.75e-05, "loss": 3.0348, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6581333333333333, "eval_loss": 1.3814650774002075, "eval_runtime": 14.359, "eval_samples_per_second": 261.16, "eval_steps_per_second": 4.109, "step": 333 }, { "epoch": 2.0, "grad_norm": 100.23920440673828, "learning_rate": 2.250000000000001e-05, "loss": 0.9691, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7882666666666667, "eval_loss": 0.7520945072174072, "eval_runtime": 13.4731, "eval_samples_per_second": 278.333, "eval_steps_per_second": 4.379, "step": 666 }, { "epoch": 3.0, "grad_norm": 65.33767700195312, "learning_rate": 0.0, "loss": 0.7166, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7922666666666667, "eval_loss": 0.6990333199501038, "eval_runtime": 13.6968, "eval_samples_per_second": 273.787, "eval_steps_per_second": 4.308, "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 }