{ "best_metric": 0.8824, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0105/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 93.66116333007812, "learning_rate": 5e-05, "loss": 3.5781, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6104, "eval_loss": 2.789259910583496, "eval_runtime": 5.0483, "eval_samples_per_second": 742.828, "eval_steps_per_second": 11.687, "step": 333 }, { "epoch": 2.0, "grad_norm": 201.43775939941406, "learning_rate": 5e-05, "loss": 1.4405, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7949333333333334, "eval_loss": 0.7377238869667053, "eval_runtime": 5.0168, "eval_samples_per_second": 747.492, "eval_steps_per_second": 11.761, "step": 666 }, { "epoch": 3.0, "grad_norm": 250.66461181640625, "learning_rate": 5e-05, "loss": 0.629, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8264, "eval_loss": 0.5450374484062195, "eval_runtime": 5.0629, "eval_samples_per_second": 740.681, "eval_steps_per_second": 11.653, "step": 999 }, { "epoch": 4.0, "grad_norm": 74.75858306884766, "learning_rate": 5e-05, "loss": 0.4378, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8552, "eval_loss": 0.44762372970581055, "eval_runtime": 5.0272, "eval_samples_per_second": 745.94, "eval_steps_per_second": 11.736, "step": 1332 }, { "epoch": 5.0, "grad_norm": 80.36298370361328, "learning_rate": 5e-05, "loss": 0.3234, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8597333333333333, "eval_loss": 0.43369361758232117, "eval_runtime": 4.9875, "eval_samples_per_second": 751.878, "eval_steps_per_second": 11.83, "step": 1665 }, { "epoch": 6.0, "grad_norm": 91.50684356689453, "learning_rate": 5e-05, "loss": 0.2549, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8688, "eval_loss": 0.41042885184288025, "eval_runtime": 4.9887, "eval_samples_per_second": 751.701, "eval_steps_per_second": 11.827, "step": 1998 }, { "epoch": 7.0, "grad_norm": 314.6053771972656, "learning_rate": 5e-05, "loss": 0.1862, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8736, "eval_loss": 0.3988228440284729, "eval_runtime": 4.9659, "eval_samples_per_second": 755.146, "eval_steps_per_second": 11.881, "step": 2331 }, { "epoch": 8.0, "grad_norm": 268.6302795410156, "learning_rate": 5e-05, "loss": 0.1446, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8770666666666667, "eval_loss": 0.4174762964248657, "eval_runtime": 4.9576, "eval_samples_per_second": 756.422, "eval_steps_per_second": 11.901, "step": 2664 }, { "epoch": 9.0, "grad_norm": 75.27823638916016, "learning_rate": 5e-05, "loss": 0.1066, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8824, "eval_loss": 0.3900984227657318, "eval_runtime": 5.1401, "eval_samples_per_second": 729.561, "eval_steps_per_second": 11.478, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 7.3587863155968e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }