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The histograms that say it all.

The plot in the banner image of this post shows two histograms. These histograms show the distribution of marks (in the percentage of total) obtained by students attempting exams conducted by the Mumbai University in the years 2019 and 2020. In 2019, the exams were held offline. …

We are all just modulated oscillations. Python Icon made by Freepik from Flaticon.

As I was writing this, I realized that there maybe too many lines of code in this post, but then I remembered the Linus Torvalds quote: “Talk is cheap. Show me the code.”, so this one’s for the code loving inquisitive coders out there.

If you don’t like the code…

Title image, concurrent inference.


This is a post about getting multiple models to run on the GPU at the same time. This is a post about the torch.multiprocessing module and PyTorch.

This could be useful in the case of having to serve the model as an API where multiple instances of the same model…

The Finalé. Icons made by Freepik, Those Icons and OmenBreeeze.

This is the finalé.

This is where we’ll finally take the components from the previous two posts on Oscillators and Modulators, and combine them with some additional stuff to make a playable synthesizer.


  • In case you don’t have a MIDI controller such as this, then you’ll have to…

The sine took time to make. Python Icon made by Freepik from Flaticon.

Two years ago when I was a wee young lad with coding chops kinda restricted to loops and conditionals, I wanted to make a synth, because synths are awesome. But I couldn’t. 😐

Recently, when I was freestyling on Jupyter, as one does given a dearth of friends, and an…


Infrequently writes about things.

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