Change Learning Rate By Global Step When Training Model in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce you how to change learning rate by global steps when training a tensorflow model.
TensorFlow Tutorials and Examples for Beginners
TensorFlow is an open source platform for machine learning from Google. It can make us to build some AI applications easily. It is a popular deep learning platform in word.
In this page, we write some tutorials and examples on how to use tensorflow, you can build some AI applications by following our tutorials and examples.
Implement CBHG in Tacotron Using TensorFlow – TensorFlow Tutorial
CBHG is an important model in Tacotron, we will use tensorflow to implement it in this tutorial.
tf.layers.dropout() vs tf.nn.dropout(): A Difference Introduction – TensorFlow Tutorial
In tensorflow, we can use tf.layers.dropout() and tf.nn.dropout() to create a dropout layer. In this tutorial, we will introduce their difference.
Implement Pre-net in Tacotron Using TensorFlow – TensorFlow Tutorial
Pre-net is an important part of Tacotron, in this tutorial, we will introduce you how to create it using tensorflow.
Implement Highway Networks in TensorFlow: A Step Guide – TensorFlow Tutorial
In this tutorial, we will use an example to show you how to implement highway networks in tensorflow.
Implement Convolution Bank (ConvBank) in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce you what is Convolution Bank (ConvBank) and how to implement it using tensorflow.
Understand tf.layers.max_pooling1d(): Max Pooling Layer for 1D Inputs – TensorFlow Tutorial
In this tutorial,we will use some examples to show you how to use tf.layers.max_pooling1d() function in tensorflow.
Compute FAR, FRR and EER Metrics in TensorFlow – TensorFlow Tutorial
FAR, FRR and EER are three common used metrics in face and voiceprint recognition. In this tutorial, we will introduce how to compute them using tensorflow.
Step Guide to Apply Gradient Clipping in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce how to apply gradient clipping in tensorflow. It is very useful to make your model stable.
Understand tf.clip_by_global_norm(): Clip Values of Tensors – TensorFlow Tutorial
In this tutorial, we will use an example to help you understand tf.clip_by_global_norm() correctly.