Learnable parameters (“trainable params”) in a Keras Convolutional Neural Network

In this video, we’ll discuss how we can quickly access and calculate the number of learnable parameters in a convolutional neural network (CNN) in code with Keras. We’ll also explore how these parameters may be affected by other optional configurations, like max pooling and zero…

Learnable parameters (“trainable params”) in a Keras model

In this video, we’ll discuss how we can quickly access and calculate the number of learnable parameters in a Keras Sequential model. We do this by inspecting and verifying the results in the “Param #” column of model.summary(). We then inspect the parameters returned from…

Distribution Release: Calculate Linux 17.12.2

Calculate Linux is a Gentoo-based rolling release distribution which is available in several desktop and server editions. The project’s latest version, Calculate Linux 17.12.2, features fixes for the Spectre and Meltdown CPU bugs, restores functionality for LXC containers, permits renaming of network interfaces and makes…