{ "best_metric": 0.9029333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0008/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 59.86603927612305, "learning_rate": 0.000288581929876693, "loss": 1.624, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8237333333333333, "eval_loss": 0.583684504032135, "eval_runtime": 7.832, "eval_samples_per_second": 478.805, "eval_steps_per_second": 7.533, "step": 333 }, { "epoch": 2.0, "grad_norm": 63.662654876708984, "learning_rate": 0.00025606601717798207, "loss": 0.4742, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8565333333333334, "eval_loss": 0.4867258667945862, "eval_runtime": 8.2164, "eval_samples_per_second": 456.402, "eval_steps_per_second": 7.181, "step": 666 }, { "epoch": 3.0, "grad_norm": 42.68619918823242, "learning_rate": 0.00020740251485476345, "loss": 0.28, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8845333333333333, "eval_loss": 0.41443905234336853, "eval_runtime": 7.6926, "eval_samples_per_second": 487.484, "eval_steps_per_second": 7.67, "step": 999 }, { "epoch": 4.0, "grad_norm": 50.763031005859375, "learning_rate": 0.00015, "loss": 0.1622, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8864, "eval_loss": 0.4211158752441406, "eval_runtime": 7.725, "eval_samples_per_second": 485.438, "eval_steps_per_second": 7.638, "step": 1332 }, { "epoch": 5.0, "grad_norm": 53.545230865478516, "learning_rate": 9.259748514523653e-05, "loss": 0.1069, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8986666666666666, "eval_loss": 0.37167981266975403, "eval_runtime": 7.8889, "eval_samples_per_second": 475.349, "eval_steps_per_second": 7.479, "step": 1665 }, { "epoch": 6.0, "grad_norm": 50.8946418762207, "learning_rate": 4.3933982822017876e-05, "loss": 0.074, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8984, "eval_loss": 0.364747554063797, "eval_runtime": 7.8642, "eval_samples_per_second": 476.843, "eval_steps_per_second": 7.502, "step": 1998 }, { "epoch": 7.0, "grad_norm": 28.875621795654297, "learning_rate": 1.1418070123306989e-05, "loss": 0.0571, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8997333333333334, "eval_loss": 0.3732096552848816, "eval_runtime": 7.4534, "eval_samples_per_second": 503.126, "eval_steps_per_second": 7.916, "step": 2331 }, { "epoch": 8.0, "grad_norm": 42.82817459106445, "learning_rate": 0.0, "loss": 0.0452, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9029333333333334, "eval_loss": 0.35775065422058105, "eval_runtime": 7.878, "eval_samples_per_second": 476.009, "eval_steps_per_second": 7.489, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }