@vdw, Thanks for sharing the code! Your blog is one of the most comprehensive blogs in the CNN text classification that I have read so far.
Most of the examples that I found have used Conv2d but I could not see the dimension adjustments in the codes. Would you please explain why do we need to adjust the embedding dimension of 100 to 10x10?