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在tensorflow中设置保存checkpoint的最大数量实例

更新时间:2020-08-22 20:30:01 作者:startmvc
1、我就废话不多说了,直接上代码吧!#SetupaRunConfigtoonlysavecheckpointsoncepertrainingcycle.run_config

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
 })

以上这篇在tensorflow中设置保存checkpoint的最大数量实例就是小编分享给大家的全部内容了,希望能给大家一个参考,也希望大家多多支持脚本之家。