Viewing profile — AymanB

I believe you could use some sort of GPU-direct (or BAM-like approach, see https://dl.acm.org/doi/10.1145/3575693.3575748 ) to stream weights on-demand from the GPU.

Thanks for the blog, I really enjoyed it. Good work. This just makes me appreciate and love compilers even more, they are a fascinating piece of software.

Hello, it is the same idea as tinygrad and apache tvm but in common lisp. So yes, you could call it a lisp ml framework.

Hello! Thanks for your question. First of all, there are three layers of abstraction within Caten: 1. caten/apis | High-Level Graph Interface 2. caten/air | Low-Level Graph Interfa…

A couple months ago I found myself unemployed, uncertain about what to do next. I wanted to learn more about deep learning, but from a systems prespective. Coming from Andrew's Ng …

If someone wants an idea, something like this for ds/algorithms would do wonders

I was wondering, any way to use it with distributed systems for data analytics? Imagine a set of workers that ingest data in parallel, would that work? Currently it's pretty simple…

This is really interesting

I asked myself the same question a couple times, but never thought of make an app out of it. Well done!