{ "best_metric": 0.8336, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0886/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": 190.030517578125, "learning_rate": 2.625e-05, "loss": 3.8395, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.44053333333333333, "eval_loss": 3.7300004959106445, "eval_runtime": 8.9795, "eval_samples_per_second": 417.618, "eval_steps_per_second": 6.571, "step": 333 }, { "epoch": 2.0, "grad_norm": 116.64234161376953, "learning_rate": 2.25e-05, "loss": 3.2491, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5965333333333334, "eval_loss": 2.721337080001831, "eval_runtime": 7.8837, "eval_samples_per_second": 475.665, "eval_steps_per_second": 7.484, "step": 666 }, { "epoch": 3.0, "grad_norm": 127.51585388183594, "learning_rate": 1.8750000000000002e-05, "loss": 1.9822, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.7357333333333334, "eval_loss": 1.4236493110656738, "eval_runtime": 8.0086, "eval_samples_per_second": 468.247, "eval_steps_per_second": 7.367, "step": 999 }, { "epoch": 4.0, "grad_norm": 91.05712890625, "learning_rate": 1.5e-05, "loss": 1.1931, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.7837333333333333, "eval_loss": 0.951380729675293, "eval_runtime": 7.9113, "eval_samples_per_second": 474.004, "eval_steps_per_second": 7.458, "step": 1332 }, { "epoch": 5.0, "grad_norm": 112.31963348388672, "learning_rate": 1.125e-05, "loss": 0.8838, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8130666666666667, "eval_loss": 0.7594538927078247, "eval_runtime": 8.0873, "eval_samples_per_second": 463.69, "eval_steps_per_second": 7.295, "step": 1665 }, { "epoch": 6.0, "grad_norm": 235.3500213623047, "learning_rate": 7.5e-06, "loss": 0.7458, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8256, "eval_loss": 0.6799284219741821, "eval_runtime": 8.0244, "eval_samples_per_second": 467.324, "eval_steps_per_second": 7.353, "step": 1998 }, { "epoch": 7.0, "grad_norm": 258.9883117675781, "learning_rate": 3.75e-06, "loss": 0.6585, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.832, "eval_loss": 0.6537559032440186, "eval_runtime": 8.1518, "eval_samples_per_second": 460.023, "eval_steps_per_second": 7.238, "step": 2331 }, { "epoch": 8.0, "grad_norm": 169.8813018798828, "learning_rate": 0.0, "loss": 0.6227, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8336, "eval_loss": 0.6378756761550903, "eval_runtime": 8.1002, "eval_samples_per_second": 462.954, "eval_steps_per_second": 7.284, "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 }