Recently I need to convert a model including 1D convolution layers trained with Keras v2 to PyTorch. Since Keras uses channels last $(N, L, C)$ and PyTorch uses channels first $(N, C, L)$, the weight matrix needs to be transposed in a consistent way such that the output of the two models are the same after flattening.

We can do a simple test to make sure we know how to transpose the weight matrix. Here we will create a simple model in Keras and PyTorch first and get the weight matrix from the Keras model and transpose it to PyTorch format,

Introduction

I was looking into how blogging is done with Github Page with Jekyll and come across a nice one developed by https://gaohaoyang.github.io/ which this blog is based on. While making new post which is written in markdown is straight-forward, local development such as testing after you modified the code is not easy. Mainly due to Jekyll requires Ruby which requires MSYS2 which personally dislike.

So I use Windows Subsystem for Linux (WSL) which is already installed on my Windows to do the job. Just follow https://jekyllrb.com/docs/installation/ubuntu/ to install Jekyll on your WSL. Create a file called blog.sh and edit it by

Introduction

I was looking into how blogging is done with Github Page with Jekyll and come across a nice one developed by https://gaohaoyang.github.io/ which this blog is based on. While making new post which is written in markdown is straight-forward, local development such as testing after you modified the code is not easy. Mainly due to Jekyll requires Ruby which requires MSYS2 which personally dislike.

So I use Windows Subsystem for Linux (WSL) which is already installed on my Windows to do the job. Just follow https://jekyllrb.com/docs/installation/ubuntu/ to install Jekyll on your WSL. Create a file called blog.sh and edit it by

test

testing testing

Next you can update your site name, avatar and other options using the _config.yml file in the root of your repository (shown below).


The easiest way to make your first post is to edit this one. Go into /_posts/ and update the Hello World markdown file. For more instructions head over to the Jekyll Now repository on GitHub.