{ "best_metric": 0.892, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0852/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": 113.76178741455078, "learning_rate": 6.125e-05, "loss": 3.2002, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6730666666666667, "eval_loss": 1.4884686470031738, "eval_runtime": 8.5682, "eval_samples_per_second": 437.665, "eval_steps_per_second": 6.886, "step": 333 }, { "epoch": 2.0, "grad_norm": 170.7351837158203, "learning_rate": 5.2499999999999995e-05, "loss": 0.9585, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8213333333333334, "eval_loss": 0.6191278696060181, "eval_runtime": 8.6292, "eval_samples_per_second": 434.569, "eval_steps_per_second": 6.837, "step": 666 }, { "epoch": 3.0, "grad_norm": 157.0359649658203, "learning_rate": 4.374999999999999e-05, "loss": 0.5597, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8648, "eval_loss": 0.4498800039291382, "eval_runtime": 8.5866, "eval_samples_per_second": 436.725, "eval_steps_per_second": 6.871, "step": 999 }, { "epoch": 4.0, "grad_norm": 354.2825927734375, "learning_rate": 3.5e-05, "loss": 0.422, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.872, "eval_loss": 0.3914497196674347, "eval_runtime": 8.8596, "eval_samples_per_second": 423.272, "eval_steps_per_second": 6.659, "step": 1332 }, { "epoch": 5.0, "grad_norm": 122.22830963134766, "learning_rate": 2.6249999999999998e-05, "loss": 0.3414, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8866666666666667, "eval_loss": 0.35458439588546753, "eval_runtime": 8.7547, "eval_samples_per_second": 428.341, "eval_steps_per_second": 6.739, "step": 1665 }, { "epoch": 6.0, "grad_norm": 127.57028198242188, "learning_rate": 1.75e-05, "loss": 0.2921, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8837333333333334, "eval_loss": 0.35498151183128357, "eval_runtime": 9.2899, "eval_samples_per_second": 403.665, "eval_steps_per_second": 6.351, "step": 1998 }, { "epoch": 7.0, "grad_norm": 101.54278564453125, "learning_rate": 8.75e-06, "loss": 0.2595, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8845333333333333, "eval_loss": 0.34465473890304565, "eval_runtime": 8.8893, "eval_samples_per_second": 421.854, "eval_steps_per_second": 6.637, "step": 2331 }, { "epoch": 8.0, "grad_norm": 84.95807647705078, "learning_rate": 0.0, "loss": 0.2392, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.892, "eval_loss": 0.3445916771888733, "eval_runtime": 8.8112, "eval_samples_per_second": 425.595, "eval_steps_per_second": 6.696, "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 }