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Compiling a Neural Net to C for a 1,744× speedup

slightknack.dev · published 27 May 2025

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https://github.com/slightknack/difflogic
github.com
https://github.com/slightknack/difflogic/blob/6f01c83a0e6d02dcec59ab91c64eaf91ee4a3776/main.py
github.com
https://github.com/slightknack/difflogic/blob/master/gate.c
github.com
https://github.com/slightknack/difflogic/tree/89e2ed2f2c018122132598ea610a960900079bea?tab=readme-ov-file
github.com
https://google-research.github.io/self-organising-systems/difflogic-ca/
google-research.github.io
https://google-research.github.io/self-organising-systems/
google-research.github.io
https://en.wikipedia.org/wiki/Computronium
en.wikipedia.org
https://arxiv.org/abs/2210.08277
arxiv.org
Growing Neural Cellular Automata Read at the source ↗
distill.pub
https://blog.oimo.io/2023/04/10/life-universe-en/
blog.oimo.io
https://github.com/slightknack/machine-110
github.com
https://www.youtube.com/watch?v=C2vgICfQawE
youtube.com
Reintegration tracking Read at the source ↗
michaelmoroz.github.io
https://github.com/slightknack/difflogic?tab=readme-ov-file
github.com
Reinforcement learning with prediction-based rewards Read at the source ↗
openai.com
https://arxiv.org/abs/1707.06347
arxiv.org
https://github.com/Tloru/CommaSpeedChallenge
github.com
https://docs.jax.dev/en/latest/quickstart.html
docs.jax.dev
https://docs.jax.dev/en/latest/automatic-differentiation.html
docs.jax.dev
https://docs.jax.dev/en/latest/advanced-autodiff.html
docs.jax.dev
https://docs.jax.dev/en/latest/autodidax.html
docs.jax.dev
https://docs.jax.dev/en/latest/jit-compilation.html
docs.jax.dev
https://optax.readthedocs.io/en/latest/api/optimizers.html
optax.readthedocs.io
https://docs.google.com/document/d/1hYavTVPaKVVe9Be8pCB7yW7r6dDv3RALVNit8NZca4c/edit?tab=t.0
docs.google.com
https://flax-linen.readthedocs.io/en/latest/
flax-linen.readthedocs.io
https://flax.readthedocs.io/en/latest/index.html
flax.readthedocs.io
https://colab.research.google.com/github/google-research/self-organising-systems/blob/master/notebooks/diffLogic_CA.ipynb
colab.research.google.com
https://arxiv.org/abs/2505.05587
arxiv.org
https://github.com/slightknack/difflogic/blob/89e2ed2f2c018122132598ea610a960900079bea/main.py
github.com
https://github.com/slightknack/difflogic/blob/89e2ed2f2c018122132598ea610a960900079bea/gate.c
github.com
https://github.com/slightknack/hashlife
github.com
https://godbolt.org/z/e3xsYsaYE
godbolt.org
https://news.ycombinator.com/item?id=44118373
news.ycombinator.com