在tensorflow中设置保存checkpoint的最大数量实例
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2022-10-11 20:15:11
1、我就废话不多说了,直接上代码吧!
# set up a runconfig to only save checkpoints once per training cyc...
1、我就废话不多说了,直接上代码吧!
# set up a runconfig to only save checkpoints once per training cycle. run_config = tf.estimator.runconfig(save_checkpoints_secs=1e9,keep_checkpoint_max = 10) model = tf.estimator.estimator( model_fn=deeplab_model_focal_class_imbalance_loss_adaptive.deeplabv3_plus_model_fn, model_dir=flags.model_dir, config=run_config, params={ 'output_stride': flags.output_stride, 'batch_size': flags.batch_size, 'base_architecture': flags.base_architecture, 'pre_trained_model': flags.pre_trained_model, 'batch_norm_decay': _batch_norm_decay, 'num_classes': _num_classes, 'tensorboard_images_max_outputs': flags.tensorboard_images_max_outputs, 'weight_decay': flags.weight_decay, 'learning_rate_policy': flags.learning_rate_policy, 'num_train': _num_images['train'], 'initial_learning_rate': flags.initial_learning_rate, 'max_iter': flags.max_iter, 'end_learning_rate': flags.end_learning_rate, 'power': _power, 'momentum': _momentum, 'freeze_batch_norm': flags.freeze_batch_norm, 'initial_global_step': flags.initial_global_step })
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