macOS
Homebrewverified · 100%
brew install pytorchlocal Homebrew formula metadata
brew
Install pytorch with Homebrew, apt, dnf
Tensors and dynamic neural networks. Version 2.12.1 via Homebrew; verified 2026-06-22.
install
Additional install commands
Linux
Debian aptverified · 92%
sudo apt install libtorch-devDebian stable package indexes · libtorch-dev · source: deb.debian.org
Fedora dnfverified · 92%
sudo dnf install python3-torchFedora Rawhide package metadata · python3-torch · source: dl.fedoraproject.org
overview
Package summary
Tensors and dynamic neural networks
Project links
Commands and aliases
- torchrun
security posture
No protected-tool coverage found yet
No matching local secret-handling manifest was found for pytorch. Nucleus package metadata is still published here so future coverage has a stable package URL.
Install behavior
- No Homebrew post-install hook is recorded in formula metadata.
- Homebrew bottle metadata is available for 6 platform targets.
- Installs with 10 runtime dependencies.
- Build metadata lists 3 build dependencies.
Recommended review
Before unattended agent use, check whether the tool reads plaintext credentials, writes remote state, publishes artifacts, or shells out to plugins.
executables
Installed executables
| Command | Kind | Exposure | Note |
|---|---|---|---|
torchrun | cli | global executable |
freshness
Version and freshness
These signals separate page generation age, package-manager activity, and upstream release comparison. Version lag is warned only when an evidence URL and comparable versions are present.
page generated2026-07-08
manager version2.12.1
manager updated2026-06-22
local dataok
upstreamnot checked
latest detectednot detected
https://github.com/pytorch/pytorch
- infoNo cached GitHub release or tag data was available.https://github.com/pytorch/pytorchnone confidence
install metadata
Package metadata
| Package key | brew:pytorch |
|---|---|
| Version | 2.12.1 |
| Package manager | Homebrew |
| Package manager page | https://formulae.brew.sh/formula/pytorch |
| Homepage | https://pytorch.org/ |
| Repository | https://github.com/pytorch/pytorch |
| Upstream docs | https://pytorch.org/docs/stable/index.html |
| License | BSD-3-Clause |
| Source archive | https://github.com/pytorch/pytorch/releases/download/v2.12.1/pytorch-v2.12.1.tar.gz |
| Last updated | 2026-06-22T14:06:04-07:00 |
| Pulse | updated |
| Dependencies | abseil, eigen, libomp, libuv, libyaml, numpy, onnx, openblas, protobuf, sleef |
| Build dependencies | cmake, ninja, python@3.14 |
| Bottle | available (on arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux) |
| Homebrew post-install | not defined |
| Service | none declared |
registry facts
Source database details
| Source Database | Homebrew formula API |
|---|---|
| Tap | homebrew/core |
| Full Name | pytorch |
| Version Scheme | 0 |
| Revision | 0 |
| Requirements |
|
| Bottle Stable Root URL | https://ghcr.io/v2/homebrew/core |
| Deprecated | no |
| Disabled | no |
| Keg Only | no |
| URL Keys |
|
source database matches
Other package-manager records
Matches are pulled from external package-manager indexes and kept separate from local Automic Vault package links.
Debian apt95%
libtorch-dev 2.6.0+dfsg-7
Tensors and Dynamic neural networks in Python (Development Files)
sudo apt install libtorch-dev- Section: libdevel
- Architecture: amd64
- Source Package: pytorch
- 3 dependencies
- normalized package name match
- Matched by: Pytorch
Debian apt95%
libtorch-test 2.6.0+dfsg-7
Tensors and Dynamic neural networks in Python (Test Binaries)
sudo apt install libtorch-test- Section: science
- Architecture: amd64
- Source Package: pytorch
- 6 dependencies
- normalized package name match
- Matched by: Pytorch
Debian apt95%
libtorch2.6 2.6.0+dfsg-7
Tensors and Dynamic neural networks in Python (Shared Objects)
sudo apt install libtorch2.6- Section: libs
- Architecture: amd64
- Source Package: pytorch
- 25 dependencies
- 5 optional deps
- normalized package name match
- Matched by: Pytorch
Debian apt95%
python3-torch 2.6.0+dfsg-7
Tensors and Dynamic neural networks in Python (Python Interface)
sudo apt install python3-torch- Section: python
- Architecture: amd64
- Source Package: pytorch
- 26 dependencies
- 1 provides
- 5 optional deps
- normalized package name match
- Matched by: Pytorch
dnf95%
python3-torch 2.11.0-3.fc45
PyTorch AI/ML framework
sudo dnf install python3-torch- License: BSD-3-Clause AND BSD-2-Clause AND 0BSD AND Apache-2.0 AND MIT AND BSL-1.0 AND GPL-3.0-or-later AND Zlib
- Category: Unspecified
- Architecture: x86_64
- Source Package: python-torch
- 32 dependencies
- 16 provides
- normalized package name match
- Matched by: Pytorch
source trail
Generated from repository data
This page is generated by av-web from the private package SQLite artifact built by scripts/generate-pkg-sqlite.py.
Combined YAML source
View the package source record on GitHub.
Used sources
- Geiger risk classifier
- Nucleus package database
- av.db category and tag curation
- cross-ecosystem install command graph
- external package-manager database matches
- package relationship graph
- package version freshness
- package-page enrichment