Step Guide to Run TensorFlow 1.x Version Model or Source Code in TensorFlow 2.0 – TensorFlow Tutorial
In this tutorial, we will introduce you how to run tensorflow 1.x version source code or model in tensorflow 2.0 environment.
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.
Build Custom RNN By Inheriting RNNCell in TensorFlow – TensorFlow Tutorial
LSTM, GRU are RNNs. In this tutorial, we will introduce how to build a custom one by inheriting RNNCell if you plan to build a new type of RNN.
Fix Inheriting RNNCell build() ValueError: Initializer for variable is from inside a control-flow construct – TensorFlow Tutorial
In this tutorial, we will introduce how to fix ValueError: Initializer for variable is from inside a control-flow construct, such as a loop or conditional when inheriting tensorflow RNNCell.
Understand __call__() and call() Inheriting From RNNCell in TensorFlow – TensorFlow Tutorial
In this tutorial, we will tell you why some child classes of RNNCell create a __call__(), some classes create call() when building a custom rnn.
Implement Convolution Module in Conformer Using TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce how to use tensorflow to implement convolution module in conformer.
Understand Convolution Subsampling Module in Conformer – Deep Learning Tutorial
Convolution subsampling module is an important part for processing inputs in conformer. In this tutorial, we will introduce how to implement it using tensorflow.
Implement Sinusoidal Position Encoding in TensorFlow – TensorFlow Tutorial
Sinusoidal position encoding or postion embedding is used in transformer. In this tutorial, we will introduce you how to implement it using tensorflow.
Implement Feed Forward Module in Conformer Using TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce conformer feed forword module and how to implement it using tensorflow.
Swish (Silu) Activation Function in TensorFlow: An Introduction – TensorFlow Tutorial
In this tutorial, we will introduce how to implement swish or silu activation function in tensorflow. There are some tips you should notice.
Implement GE2E Loss in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce how to implement GE2E loss function using tensorflow, which is very useful when you are building a voiceprint recognition model.