{ "best_metric": 0.8706666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0321/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 455.7652587890625, "learning_rate": 4.2857142857142856e-05, "loss": 3.6448, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.588, "eval_loss": 3.076093912124634, "eval_runtime": 7.6111, "eval_samples_per_second": 492.699, "eval_steps_per_second": 7.752, "step": 333 }, { "epoch": 2.0, "grad_norm": 216.0070037841797, "learning_rate": 3.571428571428572e-05, "loss": 1.9565, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7605333333333333, "eval_loss": 1.0637831687927246, "eval_runtime": 7.6815, "eval_samples_per_second": 488.185, "eval_steps_per_second": 7.681, "step": 666 }, { "epoch": 3.0, "grad_norm": 121.97456359863281, "learning_rate": 2.857142857142857e-05, "loss": 0.8311, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8304, "eval_loss": 0.6215339303016663, "eval_runtime": 7.6883, "eval_samples_per_second": 487.755, "eval_steps_per_second": 7.674, "step": 999 }, { "epoch": 4.0, "grad_norm": 157.86314392089844, "learning_rate": 2.1428571428571428e-05, "loss": 0.584, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8474666666666667, "eval_loss": 0.512190043926239, "eval_runtime": 7.7359, "eval_samples_per_second": 484.756, "eval_steps_per_second": 7.627, "step": 1332 }, { "epoch": 5.0, "grad_norm": 135.15408325195312, "learning_rate": 1.4285714285714285e-05, "loss": 0.4867, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8594666666666667, "eval_loss": 0.46384692192077637, "eval_runtime": 7.6122, "eval_samples_per_second": 492.63, "eval_steps_per_second": 7.751, "step": 1665 }, { "epoch": 6.0, "grad_norm": 195.56370544433594, "learning_rate": 7.142857142857143e-06, "loss": 0.4246, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8645333333333334, "eval_loss": 0.44718268513679504, "eval_runtime": 7.543, "eval_samples_per_second": 497.148, "eval_steps_per_second": 7.822, "step": 1998 }, { "epoch": 7.0, "grad_norm": 363.8642272949219, "learning_rate": 0.0, "loss": 0.4058, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8706666666666667, "eval_loss": 0.4354051351547241, "eval_runtime": 7.6049, "eval_samples_per_second": 493.106, "eval_steps_per_second": 7.758, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }