Tutorial Example

List All Trainable Variables in PyTorch – PyTorch Tutorial

In this tutorial, we will introduce how to list all trainable variables in pytorch, which is very useful when you are fine-tuning a model.

Implement Reproducibility in PyTorch Lightning – PyTorch Lightning Tutorial

In pytorch lightning, it is very easy to make your deep learning mode can be reproduced. In this tutorial, we will introduce this topic.

The Simplest Way to Reproduce Model Result in PyTorch – PyTorch Tutorial

In this tutorial, we introduce a very simple way to make your neural network model can be reproduced in pytorch.

Converting m4a to wav using pydub in Python – Python Tutorial

In this tutorial, we will introduce you how to convert m4a audio file to wav using python pydub.

Fix Couldn’t find ffmpeg or avconv in pydub – Python Tutorial

When we are using python pydub to convert audio files, we may get this error: Couldn’t find ffmpeg or avconv. In this tutorial, we will introduce you how to do.

Beginner Guide to Einsum for Deep Learning – Deep Learning Tutorial

understand einsum with matrix multiplication

Einsum is a powerful operation to matrix in deep learning. In this tutorial, we will introduce how to use it for beginners.

Implement Scale-invariant Source-to-noise Ratio (SI-SNR) in TensorFlow

In this tutorial, we will introduce how to implement Scale-invariant Source-to-noise Ratio (SI-SNR) using tensorflow.

Implement TensorFlow log10 Function: A Step Guide – TensorFlow Tutorial

There is not log10(x) in tensorflow. In this tutorial, we will create a function named log10(x) to compuate \(log10(x)\).

tf.roll(): Rolls the Elements of a Tensor Along an Axis – TensorFlow Tutorial

In this example, we will use some examples to show you how to use tf.roll() function correctly.

Fix pytorch_lightning.utilities.exceptions.MisconfigurationException: You requested GPUs: [0] But your machine only has: [] – PyTorch Tutorial

In this tutorial, we will introduce you how to fix pytorch_lightning.utilities.exceptions.MisconfigurationException: You requested GPUs: [0] But your machine only has: [].