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Port details
py-numkong Portable mixed-precision math, linear-algebra, & retrieval library
7.8.5 devel Σ=0 search for ports that depend on this port Find issues related to this port Report an issue related to this port View this port on Repology. pkg-fallout 7.8.2Version of this port present on the latest quarterly branch.
Maintainer: yuri@FreeBSD.org search for ports maintained by this maintainer
Port Added: 2026-08-02 23:57:53
Last Update: 2026-10-11 16:58:02
Commit Hash: 0847a83
Also Listed In: python
License: APACHE20
WWW:
https://ashvardanian.com/posts/numkong/
https://github.com/ashvardanian/NumKong
Description: #
The NumKong project implements portable mixed-precision math, linear-algebra, & retrieval library with 2'000+ SIMD kernels for x86, Arm, RISC-V, LoongArch, Power, & WebAssembly, leveraging rare algebraic transforms with both 1D & 2D registers like AMX & SME, covering 15+ numeric types from 4-bit integers & 6-bit floats to 128-bit complex numbers, validated against 118-bit extended-precision baselines with saturation, casting, & rounding edge-case coverage, in a 5-100x smaller binary than other BLAS-like alternatives, co-designed with Tensor abstractions in C++, Python, Rust, JavaScript, GoLang, & Swift.
HomepageHomepage    cgit ¦ Codeberg ¦ GitHub ¦ GitLab ¦ SVNWeb - no subversion history for this port
Manual pages: #
FreshPorts has no man page information for this port.
pkg-plist: as obtained via: make generate-plist #
There is no configure plist information for this port.
USE_RC_SUBR (Service Scripts)
  • no SUBR information found for this port
Dependency lines:
  • ${PYTHON_PKGNAMEPREFIX}numkong>0:devel/py-numkong@${PY_FLAVOR}
To install the port: #
cd /usr/ports/devel/py-numkong/ && make install clean
To add the package, run one of these commands:
  • pkg install devel/py-numkong
  • pkg install py312-numkong
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above.
NOTE: This is a Python port. Instead of py312-numkong listed in the above command, you can pick from the names under the Packages section.
PKGNAME: py312-numkong
Package flavors (<flavor>: <package>) #
  • py312: py312-numkong
distinfo: #
TIMESTAMP = 1791707254 SHA256 (numkong-7.8.5.tar.gz) = fc7e5353a61e1d87018c9026581000af606532a8dba0e470c13d0ed95ffec3d6 SIZE (numkong-7.8.5.tar.gz) = 1200909

Packages (timestamps in pop-ups are UTC): #
py312-numkong
ABIaarch64amd64armv6armv7i386
FreeBSD:14:latest7.8.57.8.5--7.8.5
FreeBSD:14:quarterly7.8.27.8.2--7.8.2
FreeBSD:15:latest7.8.57.8.5n/a-n/a
FreeBSD:15:quarterly7.8.27.8.2n/a-n/a
FreeBSD:16:latest7.8.57.8.5n/a-n/a
Dependencies #
NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
Build dependencies: #
  1. py312-setuptools>0 : devel/py-setuptools@py312
  2. py312-wheel>0 : devel/py-wheel@py312
  3. python3.12 : lang/python312
  4. py312-build>=0 : devel/py-build@py312
  5. py312-installer>=0 : devel/py-installer@py312
Test dependencies: #
  1. py312-pytest-randomly>0 : devel/py-pytest-randomly@py312
  2. py312-pytest-repeat>0 : devel/py-pytest-repeat@py312
  3. py312-tabulate>0 : devel/py-tabulate@py312
  4. py312-pytest>=7,1 : devel/py-pytest@py312
  5. python3.12 : lang/python312
Runtime dependencies: #
  1. python3.12 : lang/python312
This port is required by: #
for Run #
  1. graphics/py-albucore

Configuration Options: #
No options to configure
Options name: #
devel_py-numkong
USES: #
python
FreshPorts was unable to extract/find any pkg message #
Master Sites: #
Expand this list (2 items)
Collapse this list.
  1. https://files.pythonhosted.org/packages/source/n/numkong/
  2. https://pypi.org/packages/source/n/numkong/
Collapse this list.

Number of commits found: 3 #

Commit History - (may be incomplete: for full details, see links to repositories near top of page)
CommitCreditsLog message
7.8.5
11 Oct 2026 16:58:02
commit hash: 0847a83999b2bc6055d90180e898d7bea23de322commit hash: 0847a83999b2bc6055d90180e898d7bea23de322commit hash: 0847a83999b2bc6055d90180e898d7bea23de322commit hash: 0847a83999b2bc6055d90180e898d7bea23de322 files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
devel/py-numkong: update 7.8.2 → 7.8.5
7.8.2
09 Sep 2026 07:48:19
commit hash: 78e535da262334c442d0bfa04b5f1860326895ffcommit hash: 78e535da262334c442d0bfa04b5f1860326895ffcommit hash: 78e535da262334c442d0bfa04b5f1860326895ffcommit hash: 78e535da262334c442d0bfa04b5f1860326895ff files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
devel/py-numkong: update 7.7.0 → 7.8.2
7.7.0
02 Aug 2026 23:54:23
commit hash: eba0b087b6eac70aadf4b57cb4b47e7c3d82a411commit hash: eba0b087b6eac70aadf4b57cb4b47e7c3d82a411commit hash: eba0b087b6eac70aadf4b57cb4b47e7c3d82a411commit hash: eba0b087b6eac70aadf4b57cb4b47e7c3d82a411 files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
devel/py-numkong: New port: Portable mixed-precision math, linear-algebra, &
retrieval library

Number of commits found: 3