自定义训练循环
使用自定义训练循环来训练深度学习网络
如果 trainingOptions
函数不提供任务所需的训练选项,或您有 trainnet
函数不支持的损失函数,您可以定义自定义训练循环。对于无法指定为由层组成的网络的模型,可以将模型定义为函数。要了解详细信息,请参阅定义自定义训练循环、损失函数和网络。
函数
主题
- Train Network Using Custom Training Loop
This example shows how to train a network that classifies handwritten digits with a custom learning rate schedule.
- Train Sequence Classification Network Using Custom Training Loop
This example shows how to train a network that classifies sequences with a custom learning rate schedule.
- 定义自定义训练循环、损失函数和网络
了解如何定义和自定义深度学习训练循环、损失函数和模型。
- Specify Training Options in Custom Training Loop
Learn how to specify common training options in a custom training loop.
- Monitor Custom Training Loop Progress
Track and plot custom training loop progress.
- Detect Issues During Deep Neural Network Training
This example shows how to automatically detect issues while training a deep neural network.
- Speed Up Deep Neural Network Training
Learn how to accelerate deep neural network training.