py311-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

py312-pytorch

py37-pytorch

py38-pytorch

py39-pytorch

py-pytorch

"py311-pytorch" depends on

lib (22)

eigen3

gflags

gmp

google-glog

leveldb

libomp

lmdb

mpfr

onetbb

OpenBLAS

opencv4

py311-cffi

py311-click

py311-future

py311-mkl

py311-numpy

py311-pybind11

py311-typing_extensions

py311-yaml

python311

zmq

zstd

run (1)

py311-onnx

build (13)

cctools

clang-17

cmake

doxygen

git

ninja

py311-astunparse

py311-build

py311-installer

py311-mkl-include

py311-requests

py311-setuptools

py311-wheel

test (1)

py311-pytest

fetch (1)

git

Ports that depend on "py311-pytorch"

test (1)

py311-huggingface_hub

Port notes

The port py311-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]

py311-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist

Subport(s) (6)

"py311-pytorch" depends on

lib (22)

run (1)

build (13)

test (1)

fetch (1)

Ports that depend on "py311-pytorch"

Port notes

Port Health:

Installations (30 days)

1

Requested Installations (30 days)

1

py311-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist 0

Subport(s) (6)

"py311-pytorch" depends on

lib (22)

run (1)

build (13)

test (1)

fetch (1)

Ports that depend on "py311-pytorch"

Port notes

Port Health:

Installations (30 days)

1

Requested Installations (30 days)

1

py311-pytorch (python/py-pytorch) Updated: 4 months, 2 weeks ago Add to my watchlist