{ "best_metric": 0.6832, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0364/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 191.69337463378906, "learning_rate": 2.7990381056766583e-05, "loss": 3.863, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.26453333333333334, "eval_loss": 3.791912794113159, "eval_runtime": 8.0496, "eval_samples_per_second": 465.861, "eval_steps_per_second": 7.33, "step": 333 }, { "epoch": 2.0, "grad_norm": 140.28587341308594, "learning_rate": 2.25e-05, "loss": 3.3668, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.4944, "eval_loss": 2.901034355163574, "eval_runtime": 8.1569, "eval_samples_per_second": 459.733, "eval_steps_per_second": 7.233, "step": 666 }, { "epoch": 3.0, "grad_norm": 132.14541625976562, "learning_rate": 1.5e-05, "loss": 2.1875, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.6037333333333333, "eval_loss": 1.7228673696517944, "eval_runtime": 8.3113, "eval_samples_per_second": 451.194, "eval_steps_per_second": 7.099, "step": 999 }, { "epoch": 4.0, "grad_norm": 98.24514770507812, "learning_rate": 7.500000000000004e-06, "loss": 1.5246, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.6770666666666667, "eval_loss": 1.3405348062515259, "eval_runtime": 8.0213, "eval_samples_per_second": 467.505, "eval_steps_per_second": 7.355, "step": 1332 }, { "epoch": 5.0, "grad_norm": 507.60406494140625, "learning_rate": 2.0096189432334194e-06, "loss": 1.3143, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.6832, "eval_loss": 1.241461157798767, "eval_runtime": 8.0887, "eval_samples_per_second": 463.607, "eval_steps_per_second": 7.294, "step": 1665 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }