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Samuel Ainsworth

@skainswo.bsky.social

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213 Followers  |  1,344 Following  |  7 Posts  |  Joined: 02.02.2025
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Posts by Samuel Ainsworth (@skainswo.bsky.social)

Well we finally know what's harder... Gold medal @ IMO or a few hundred random GitHub issues

16.08.2025 14:23 — 👍 0    🔁 0    💬 0    📌 0
AMD gpu can't multiply matrices
YouTube video by Samuel Ainsworth AMD gpu can't multiply matrices

AMD gpu can't multiply matrices... I want my money back :/ youtube.com/shorts/Imj5j...

17.06.2025 02:34 — 👍 2    🔁 0    💬 0    📌 0

new conspiracy theory: language models write such verbose, spaghetti code bc they charge you per token

30.04.2025 21:45 — 👍 1    🔁 0    💬 0    📌 0
GitHub - samuela/torch2jax: Run PyTorch in JAX. 🤝 Run PyTorch in JAX. 🤝. Contribute to samuela/torch2jax development by creating an account on GitHub.

Code: github.com/samuela/torc...

Install with `pip install torch2jax` to get started!

27.02.2025 02:17 — 👍 1    🔁 0    💬 0    📌 0
Extending PyTorch — PyTorch 2.6 documentation

Adding support for random ops and batch norm required a near complete rewrite of the library internals. v0.1.0 now makes extensive use of PyTorch Modes (pytorch.org/docs/stable/...), an underrating part of the PyTorch API IMHO.

Shout out to Nick Boyd who inspired me to undertake this rewrite!

27.02.2025 02:17 — 👍 1    🔁 0    💬 1    📌 0
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As a reminder, torch2jax enables running PyTorch code in JAX. Mix-and-match PyTorch and JAX code with seamless, end-to-end autodiff, use JAX classics like jit, grad, and vmap on PyTorch code, and run PyTorch models on TPUs.

See x.com/SamuelAinswo... for the initial project announcement.

27.02.2025 02:17 — 👍 0    🔁 0    💬 1    📌 0
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I'm excited to announce the release of torch2jax v0.1.0!

Now with support for random functions like `torch.rand` and modules that use mutable buffers like BatchNorm 🎲

27.02.2025 02:17 — 👍 5    🔁 0    💬 1    📌 0

the wild thing, for me, is that i really do not think the lina khan era of tech regulation was anywhere close to reining in the free-for-all of consumer harm

14.02.2025 01:05 — 👍 725    🔁 32    💬 16    📌 4