Skip to content

Machine Learning

[PyTorch] Tutorial(5) How to train a model to classify CIFAR-10 database

Today we challenged the classifiers of different data sets again. This time, CIFAR-19 is a more difficult problem than MNIST handwriting recognition. In addition to the size of the picture becoming 32×32, CIFAR-10 is no longer a pure grayscale value, but a picture with the three primary colors of RGB.

Read More »[PyTorch] Tutorial(5) How to train a model to classify CIFAR-10 database

[Solved] ‘Object arrays cannot be loaded when allow_pickle=False’

python
Display Python code on the screen

Introduction

I often got this error message when I learning about machine learning by Python, recently.

'Object arrays cannot be loaded when allow_pickle=False'

The reason for this message is actually very clearly. In fact, it’s just that “allow_pickle” is adjusted to False after Numpy package is upgraded.

And it caused us to be hindered when reading some pickle-encapsulated training data.

Read More »[Solved] ‘Object arrays cannot be loaded when allow_pickle=False’

Easy way to remove CUDA

Cryptocurrency mining equipment, isometric ethereum digital currency extract, blockchain system dark blue vector illustration

Introduction

If you are familiar with the deep learning and its environment, you may often hear “CUDA“. Before we starting to train our model, maybe we need to install GPU driver, CUDA and cuDNN toolkits. They can make our training have the best effect.

Read More »Easy way to remove CUDA