{ "best_metric": 0.8672, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0306/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 66.89022827148438, "learning_rate": 0.0001, "loss": 2.9628, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6733333333333333, "eval_loss": 1.2682733535766602, "eval_runtime": 8.3456, "eval_samples_per_second": 449.336, "eval_steps_per_second": 7.07, "step": 333 }, { "epoch": 2.0, "grad_norm": 60.283302307128906, "learning_rate": 0.0001, "loss": 0.8619, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8077333333333333, "eval_loss": 0.6476805806159973, "eval_runtime": 8.343, "eval_samples_per_second": 449.478, "eval_steps_per_second": 7.072, "step": 666 }, { "epoch": 3.0, "grad_norm": 242.97259521484375, "learning_rate": 0.0001, "loss": 0.5348, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8413333333333334, "eval_loss": 0.5337095260620117, "eval_runtime": 8.4422, "eval_samples_per_second": 444.196, "eval_steps_per_second": 6.989, "step": 999 }, { "epoch": 4.0, "grad_norm": 262.89190673828125, "learning_rate": 0.0001, "loss": 0.3935, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8626666666666667, "eval_loss": 0.4830036461353302, "eval_runtime": 8.2627, "eval_samples_per_second": 453.846, "eval_steps_per_second": 7.141, "step": 1332 }, { "epoch": 5.0, "grad_norm": 87.95759582519531, "learning_rate": 0.0001, "loss": 0.2923, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8613333333333333, "eval_loss": 0.4706448018550873, "eval_runtime": 8.1865, "eval_samples_per_second": 458.07, "eval_steps_per_second": 7.207, "step": 1665 }, { "epoch": 6.0, "grad_norm": 62.42591857910156, "learning_rate": 0.0001, "loss": 0.2283, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8672, "eval_loss": 0.44882121682167053, "eval_runtime": 8.2435, "eval_samples_per_second": 454.901, "eval_steps_per_second": 7.157, "step": 1998 } ], "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": true }, "attributes": {} } }, "total_flos": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }