{ "best_metric": 0.8554666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0096/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": 179.6923065185547, "learning_rate": 7.500000000000001e-05, "loss": 2.8286, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7312, "eval_loss": 1.0633573532104492, "eval_runtime": 7.4897, "eval_samples_per_second": 500.687, "eval_steps_per_second": 7.877, "step": 333 }, { "epoch": 2.0, "grad_norm": 260.12628173828125, "learning_rate": 5e-05, "loss": 0.74, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8306666666666667, "eval_loss": 0.5798965096473694, "eval_runtime": 7.5295, "eval_samples_per_second": 498.038, "eval_steps_per_second": 7.836, "step": 666 }, { "epoch": 3.0, "grad_norm": 113.72826385498047, "learning_rate": 2.5e-05, "loss": 0.4564, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8474666666666667, "eval_loss": 0.5030617117881775, "eval_runtime": 7.6731, "eval_samples_per_second": 488.717, "eval_steps_per_second": 7.689, "step": 999 }, { "epoch": 4.0, "grad_norm": 137.3642120361328, "learning_rate": 0.0, "loss": 0.362, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8554666666666667, "eval_loss": 0.49202004075050354, "eval_runtime": 7.4803, "eval_samples_per_second": 501.314, "eval_steps_per_second": 7.887, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }