hessboost-runtime-cuda
The hessboost extension built with
NVIDIA CUDA, for Linux. Install it through hessboost's cuda extra, which
pins the matching release:
uv add 'hessboost[cuda]' # or: pip install 'hessboost[cuda]'
import hessboost then loads this extension in place of its own:
device="cuda" (or "cuda:<ordinal>") trains and Booster.to_gpu("cuda")
predicts on an NVIDIA GPU, bit for bit as on the CPU. Everything else,
wgpu included, works as in the plain hessboost package. This package has
no Python API of its own. It must come from the same release as
hessboost, which refuses to import beside one of another release.
Running it needs no CUDA toolkit, only an NVIDIA GPU of compute capability
7.5 (Turing) or newer and a driver supporting CUDA 12.8 or newer. Wheels
cover x86_64 and aarch64 glibc Linux (manylinux_2_28): an abi3 wheel for
CPython 3.12 and newer, an abi3t wheel for both builds of CPython 3.15 and
newer, and one for free-threaded CPython 3.14t. Building
from the source distribution needs Rust 1.93 or newer, a C compiler,
CUDA 13's cuda.h and curand.h (CUDA_HOME or CUDA_TOOLKIT_PATH), and
libclang.
See hessboost's GPU documentation.
License
Apache-2.0.
1 maintainer
Metadata
1 maintainer
Release files for hessboost-runtime-cuda 0.4.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| hessboost_runtime_cuda-0.4.1.tar.gz | 2.0 MB | With provenance | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| hessboost_runtime_cuda-0.4.1-cp315-abi3.abi3t-manylinux_2_28_x86_64.whl | CPython 3.15 | abi3t, abi3 | Linux glibc 2.28+ x86-64 | Details |
| hessboost_runtime_cuda-0.4.1-cp315-abi3.abi3t-manylinux_2_28_aarch64.whl | CPython 3.15 | abi3t, abi3 | Linux glibc 2.28+ ARM64 | Details |
| hessboost_runtime_cuda-0.4.1-cp314-cp314t-manylinux_2_28_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.28+ x86-64 | Details |
| hessboost_runtime_cuda-0.4.1-cp314-cp314t-manylinux_2_28_aarch64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.28+ ARM64 | Details |
| hessboost_runtime_cuda-0.4.1-cp312-abi3-manylinux_2_28_x86_64.whl | CPython 3.12 | abi3 | Linux glibc 2.28+ x86-64 | Details |
| hessboost_runtime_cuda-0.4.1-cp312-abi3-manylinux_2_28_aarch64.whl | CPython 3.12 | abi3 | Linux glibc 2.28+ ARM64 | Details |
Total release size: 32.9 MB
Release files / hessboost_runtime_cuda-0.4.1.tar.gz
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|---|---|
| Size | 2.0 MB |
| Tags | Source |
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| Size | 5.2 MB |
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| Tags | CPython 3.12 Linux glibc 2.28+ ARM64 abi3 |
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