awesome-machine-learning-in-compilers
rexsimulator
awesome-machine-learning-in-compilers | rexsimulator | |
---|---|---|
5 | 1 | |
1,331 | 5 | |
- | - | |
5.7 | 1.8 | |
18 days ago | over 3 years ago | |
C# | ||
Creative Commons Zero v1.0 Universal | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-machine-learning-in-compilers
- Awesome research papers on ML in Compilers
- Research Papers on ML in Compilers
-
Compiler Optimizations Are Hard Because They Forget
This repo is a great collection of various papers & resources on the subject: https://github.com/zwang4/awesome-machine-learning-in-compilers
- Can artificial neural networks make better artificial neural networks than humans can make yet?
-
I spent 5 years writing my own operating system
The list goes on.
Genode, unikernels like MirageOS, TempleOS, Singularity OS / Sing#, compiler services like Roslyn and Kotlin, MILEPOST GCC, Tensorflow / TPUs, GPT-3, all of the machine learning in compilers [1] and so much more. I truly think Deep Learning Compilers will be huge.
[1] https://github.com/zwang4/awesome-machine-learning-in-compil...
rexsimulator
-
I spent 5 years writing my own operating system
The simulator https://github.com/halfer53/rexsimulator
The BIOS has already been written for the serial ports, etc. So it is quite easy for me to interact with the devices in the OS.
What are some alternatives?
kernel-ml - Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
ZenithOS - The Zenith Operating System is a modernized, professional fork of the 64-bit Temple Operating System.
winix - A UNIX-style Operating System for the Waikato RISC Architecture Microprocessor (WRAMP)
wcc - WRAMP C Compiler
awesome-tensor-compilers - A list of awesome compiler projects and papers for tensor computation and deep learning.
unikraft - A next-generation cloud native kernel designed to unlock best-in-class performance, security primitives and efficiency savings.
Parallel-Computing-Guide - Parallel Computing Guide
awesome-machine-learning-in-compil
heinsen_sequence - Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)