You don't have to build from source. uv is the best option, in my opinion, but the py-free-threading docs also have a longer list too: uv: https://docs.astral.sh/uv/getting-started/installation/ py-free-threading:…
We could implement ownership transfer in CPython in the future, but it's a bit trickier. In Rust, "move" to transfer ownership is part of the language, but there isn't an equivalent in C or Python, so it's difficult to…
You will always get either [1,2,3,4,5,6] or [4,5,6,1,2,3] in the upcoming `--disable-gil` builds of CPython 3.13 and the nogil forks. Most operations on mutable collections hold a per-object lock. Part of the…
Memory models don't usually explicitly guarantee that writes "eventually become visible". They're usually written as ordering guarantees for when a write becomes visible, such as happens-before relationships. Obviously,…
Go's memory model is more constrained than C, C++, and Swift and this case is specifically addressed: https://go.dev/ref/mem#restrictions. "...each read of a single-word-sized or sub-word-sized memory location must…
This misses the fact that signed integer promotions are generally not free because they require sign extension. For example, the cast in b() emits a `movsx` (move with sign-extension). `movsx` is not free in the ways…
It has example images with Q&A now: https://github.com/facebookresearch/pythia
The PyTorch tensor library was originally basically the Python version of Torch 7. It's now moving closer towards NumPy's API (and farther from Torch 7). Th autograd library was inspired by Chainer's design and took a…
Your criteria 2, 3, and 4 doesn't make much sense to me. We often have workloads that require multiple boxes, but we still want to make effective use of each box. Common server hardware has dozens of cores, which…
You don't have to build from source. uv is the best option, in my opinion, but the py-free-threading docs also have a longer list too: uv: https://docs.astral.sh/uv/getting-started/installation/ py-free-threading:…
We could implement ownership transfer in CPython in the future, but it's a bit trickier. In Rust, "move" to transfer ownership is part of the language, but there isn't an equivalent in C or Python, so it's difficult to…
You will always get either [1,2,3,4,5,6] or [4,5,6,1,2,3] in the upcoming `--disable-gil` builds of CPython 3.13 and the nogil forks. Most operations on mutable collections hold a per-object lock. Part of the…
Memory models don't usually explicitly guarantee that writes "eventually become visible". They're usually written as ordering guarantees for when a write becomes visible, such as happens-before relationships. Obviously,…
Go's memory model is more constrained than C, C++, and Swift and this case is specifically addressed: https://go.dev/ref/mem#restrictions. "...each read of a single-word-sized or sub-word-sized memory location must…
This misses the fact that signed integer promotions are generally not free because they require sign extension. For example, the cast in b() emits a `movsx` (move with sign-extension). `movsx` is not free in the ways…
It has example images with Q&A now: https://github.com/facebookresearch/pythia
The PyTorch tensor library was originally basically the Python version of Torch 7. It's now moving closer towards NumPy's API (and farther from Torch 7). Th autograd library was inspired by Chainer's design and took a…
Your criteria 2, 3, and 4 doesn't make much sense to me. We often have workloads that require multiple boxes, but we still want to make effective use of each box. Common server hardware has dozens of cores, which…