[hands on learning pytorch notes] 15 Batch normalized BatchNorm (BN)

BatchNorm(BN) Encountered a problem The loss function is at the end, and the later layer is trained faster Data entry is at the bottom The front layer trains slowly As soon as the front floor changes, everything has to change The last layer needs to be relearned many times Slow convergence Can we avoid changing the top layer wh ...

Posted by pramodv on Tue, 29 Mar 2022 18:26:24 +0300

Interesting open source monthly "Hello GitHub" No. 72

Interest is the best teacher. HelloGitHub makes you interested in programming! brief introduction Hello GitHub shares interesting, entry-level open source projects on GitHub. https://github.com/521xueweihan/HelloGitHub There are practical projects, introductory tutorials, black technology, open source books, large factory open sour ...

Posted by moallam on Mon, 28 Mar 2022 06:47:08 +0300

Deep learning classic network analysis: DenseNet

1. Background introduction    DenseNet is CVPR's Best Paper in 2017. It breaks away from the stereotype of deepening the number of network layers (ResNet) and widening the network structure (Inception) to improve the network performance. From the perspective of features, through feature reuse and bypass setting, it not only great ...

Posted by MattG on Sun, 27 Mar 2022 04:05:43 +0300

Train an AI to write poetry

Data set source: Chinese Poetry Generation with Recurrent Neural Networks I preface Recently, I came across a course task of NLP text generation. I just sorted it into a blog. After reading this article, you will be able to learn to use neural network model to write poetry. If you don't say much, please see the following. II Data set preproc ...

Posted by dannyluked on Sat, 26 Mar 2022 11:38:13 +0300