Converting plutojl notebook and cleaning them to use as a fastpages blog.

source: https://twitter.com/plutojl + https://fastpages.fast.ai/

Hi all! Today’s post is for people who want to use Julia to write blog posts. I expect that you must have heard about this cool thing by fast.ai folks called fastpages.

What is fastpages and why to use it?

Whole of my blog is made using fastpages. It takes just a few minutes to setup a whole blog using fastpages. Now, the best feature of fastpages is that you can use Jupyter notebooks to write a post and fastpages will…


Train your model now many times faster using all TPU cores at once!

Image taken from Google cloud blog on TPUs

Taken from the Kaggle TPU documentation:

TPUs are now available on Kaggle, for free. TPUs are hardware accelerators specialized in deep learning tasks. They are supported in Tensorflow 2.1 both through the Keras high-level API and, at a lower level, in models using a custom training loop.

The Kaggle documentation only mentions how to train a model on a TPU with Tensorflow, but I wanted to do it using PyTorch. PyTorch has XLA which is what we are…

Abhishek Swain

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