George Hotz | Programming | toonygrad! a rewrite of the tinygrad middleware (1/n) | Hong Kong
Science & Technology
Introduction
Introduction
Welcome to the stream! It has been a while since I last shared my experiences and thoughts. I've recently moved to Hong Kong, which is now the base for my company, Tiny Corp. This new setting has provided me with fresh perspectives on various issues, especially concerning the state of the American Empire and the ongoing fragments of our society.
A Personal Journey
As we dive into programming topics, it’s worth noting a few personal reflections. Currently, I have been using Brave as my browser, but I've found myself frustrated by its features and clutter. When I was looking for data on electricity production breakdown, it became apparent that despite the U.S. being a frontrunner in various sectors, there are notable challenges ahead. Particularly, the American political landscape, which I find quite disillusioning, and I have opted out of being present during the ongoing elections.
The state of Tiny Corp and toonygrad
Let’s talk about what’s happening within Tiny Corp. We are currently developing a new middleware called “toonygrad.” At its foundation, toonygrad is essentially an import from tinygrad, but we're working towards creating a cleaner, more optimized version. The goal is to focus on stability and create something that will endure, rather than joining the endless cycle of hype within the tech industry.
To visualize the development process, I started to showcase UOPs—units of operation that represent a single function within our computation. The beauty of toonygrad lies in its ability to simplify complex operations using these UOPs, thus providing a more efficient and understandable codebase.
The Technical Aspects
In this initial phase of developing toonygrad, we are reconstructing the middleware related to tensor operations. By focusing on UOPs, we can streamline various operations and ensure they remain manageable. As we dive deeper, there are numerous elements still being addressed. We’ll showcase functionality like Swizzle operations, which help in optimizing our tensor computations.
One of the more technical points worth noting is our intention of breaking down the kernels based on their operations, thus optimizing performance. It’s about finding balance, ensuring that complexity is necessary only when it adds value to the processes.
Culture and Politics Around Technology
Beyond just programming and technical development, this journey has brought me to consider the broader implications of technology in our society. The importance of stable governmental structures cannot be overstated, especially as we navigate through complex political landscapes in both the U.S. and China. Hong Kong presents a unique environment, much different from what I experienced in California, highlighting how local culture shapes tech and innovation.
Therefore, as I continue to harness the development of projects like toonygrad, I am also mindful of the cultural context in which technology operates.
Closing Thoughts
I appreciate all of you who have joined me in this exploration of programming, societal issues, and what it means to create a robust operational framework. In future streams, we’ll delve more into the intricacies of toonygrad and the philosophies that drive our innovations here in Hong Kong.
Keyword
- tinygrad
- toonygrad
- UOPs
- Hong Kong
- middleware
- programming
- societal issues
- politics
- technology
FAQ
Q1: What is toonygrad?
A1: Toonygrad is a new middleware based on tinygrad, aiming to streamline and optimize tensor operations for better computational efficiency.
Q2: Why did George Hotz move to Hong Kong?
A2: George Hotz moved to Hong Kong to avoid the chaos of the American election and to gain a fresh perspective on the business environment and culture.
Q3: What are UOPs in toonygrad?
A3: UOPs, or units of operation, represent single functions within the computation framework, allowing for optimized operations and easier code management.
Q4: What issues does George Hotz raise about American society?
A4: He expresses disillusionment with the American political landscape, particularly around government stability and societal problems, urging for a focus on merit over political correctness in various sectors.