py312-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist

Tensors and dynamic neural networks in Python with strong GPU acceleration

PyTorch is a Python package that provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration; Deep neural networks built on a tape-based autograd system. You can reuse your favorite Python packages such as NumPy, SciPy and Cython to extend PyTorch when needed.

Version: 2.3.0 License: BSD

GitHub

Maintainers	No Maintainer
Categories	python
Homepage	https://pytorch.org/
Platforms	{darwin >= 19}
Variants	clang10 (Build using the MacPorts clang 10 compiler) clang11 (Build using the MacPorts clang 11 compiler) clang12 (Build using the MacPorts clang 12 compiler) clang13 (Build using the MacPorts clang 13 compiler) clang14 (Build using the MacPorts clang 14 compiler) clang15 (Build using the MacPorts clang 15 compiler) clang16 (Build using the MacPorts clang 16 compiler) clang17 (Build using the MacPorts clang 17 compiler) clang18 (Build using the MacPorts clang 18 compiler) clang19 (Build using the MacPorts clang 19 compiler) clang50 (Build using the MacPorts clang 5.0 compiler) clang60 (Build using the MacPorts clang 6.0 compiler) clang70 (Build using the MacPorts clang 7.0 compiler) clang80 (Build using the MacPorts clang 8.0 compiler) clang90 (Build using the MacPorts clang 9.0 compiler) clangdevel (Build using the MacPorts clang devel compiler) g95 (Build using the g95 Fortran compiler) gcc10 (Build using the MacPorts gcc 10 compiler) gcc11 (Build using the MacPorts gcc 11 compiler) gcc12 (Build using the MacPorts gcc 12 compiler) gcc13 (Build using the MacPorts gcc 13 compiler) gcc14 (Build using the MacPorts gcc 14 compiler) gccdevel (Build using the MacPorts gcc devel compiler) gfortran (Build using the MacPorts gcc 14 Fortran compiler) mkl (Enable Intel Math Kernel Library support) mpich (Build using the MPICH compiler) mps (Enable Apple Metal Performance Shaders (MPS) support) openmpi (Build using the OpenMPI compiler)

Subport(s) (6)

py310-pytorch

py311-pytorch

py37-pytorch

py38-pytorch

py39-pytorch

py-pytorch

"py312-pytorch" depends on

lib (22)

eigen3

gflags

gmp

google-glog

leveldb

libomp

lmdb

mpfr

onetbb

OpenBLAS

opencv4

py312-cffi

py312-click

py312-future

py312-mkl

py312-numpy

py312-pybind11

py312-typing_extensions

py312-yaml

python312

zmq

zstd

run (1)

py312-onnx

build (13)

cctools

clang-17

cmake

doxygen

git

ninja

py312-astunparse

py312-build

py312-installer

py312-mkl-include

py312-requests

py312-setuptools

py312-wheel

test (1)

py312-pytest

fetch (1)

git

Ports that depend on "py312-pytorch"

lib (1)

py-pytorch

Port notes

The port py312-pytorch is built with Apple Metal Performance Shaders (MPS) support for GPU hardware acceleration. To enable Apple GPU devices, use device "mps". Matrix multiplication example:

import torch

mpsDevice = torch.device("mps" if torch.backends.mps.is_available() else "cpu")
x = torch.randn((10_000, 1_000), device=mpsDevice)
cov = (x.T @ x)/x.shape[0]

py312-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist

Subport(s) (6)

"py312-pytorch" depends on

lib (22)

run (1)

build (13)

test (1)

fetch (1)

Ports that depend on "py312-pytorch"

Port notes

Port Health:

Installations (30 days)

5

Requested Installations (30 days)

5

py312-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist 0

Subport(s) (6)

"py312-pytorch" depends on

lib (22)

run (1)

build (13)

test (1)

fetch (1)

Ports that depend on "py312-pytorch"

Port notes

Port Health:

Installations (30 days)

5

Requested Installations (30 days)

5

py312-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist