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pytorch

v2.11.0

PyTorch is an optimized tensor library for deep learning using GPUs and CPUs.

Install with Pixi

pixi add pytorch

Install with conda

conda install -c https://prefix.dev/conda-forge pytorch

Description

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.

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Version

2.11.0

License

BSD-3-Clause

Platforms

linux-64

linux-aarch64

osx-64

osx-arm64

win-64

Last Published

24 minutes ago

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Variants			Build	Created	Size
pytorch-2.11.0-cuda129_mkl_py313_heb780a3_301.conda	2.11.0	linux-64	cuda129_mkl_py313_heb780a3_301 (301)	a day ago	24.36 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=12.9.79,<13.0a0 cuda-cupti >=12.9.79,<13.0a0 cuda-nvrtc >=12.9.86,<13.0a0 cuda-nvtx >=12.9.79,<13.0a0 cuda-version >=12.9,<13 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=12.9.2.10,<13.0a0 libcudnn >=9.10.2.21,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=11.4.1.4,<12.0a0 libcufile >=1.14.1.1,<2.0a0 libcurand >=10.3.10.19,<11.0a0 libcusolver >=11.7.5.82,<12.0a0 libcusparse >=12.5.10.65,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda129_mkl_hbb687bd_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.28.9.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.13,<3.14.0a0 python_abi 3.13. _cp313 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.17,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda129_mkl_py311_h49b8cc7_301.conda	2.11.0	linux-64	cuda129_mkl_py311_h49b8cc7_301 (301)	a day ago	24.19 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=12.9.79,<13.0a0 cuda-cupti >=12.9.79,<13.0a0 cuda-nvrtc >=12.9.86,<13.0a0 cuda-nvtx >=12.9.79,<13.0a0 cuda-version >=12.9,<13 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=12.9.2.10,<13.0a0 libcudnn >=9.10.2.21,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=11.4.1.4,<12.0a0 libcufile >=1.14.1.1,<2.0a0 libcurand >=10.3.10.19,<11.0a0 libcusolver >=11.7.5.82,<12.0a0 libcusparse >=12.5.10.65,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda129_mkl_hbb687bd_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.28.9.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.11,<3.12.0a0 python_abi 3.11. _cp311 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.17,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda130_mkl_py314_he284d22_301.conda	2.11.0	linux-64	cuda130_mkl_py314_he284d22_301 (301)	a day ago	25.09 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=13.0.96,<14.0a0 cuda-cupti >=13.0.85,<14.0a0 cuda-nvrtc >=13.0.88,<14.0a0 cuda-nvtx >=13.0.85,<14.0a0 cuda-version >=13.0,<14 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=13.1.1.3,<14.0a0 libcudnn >=9.23.0.39,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=12.0.0.61,<13.0a0 libcufile >=1.15.1.6,<2.0a0 libcurand >=10.4.0.35,<11.0a0 libcusolver >=12.0.4.66,<13.0a0 libcusparse >=12.6.3.3,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda130_mkl_h6edde62_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.30.4.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.14,<3.15.0a0 python_abi 3.14. _cp314 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.28,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda130_mkl_py311_h0fecb07_301.conda	2.11.0	linux-64	cuda130_mkl_py311_h0fecb07_301 (301)	a day ago	24.23 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=13.0.96,<14.0a0 cuda-cupti >=13.0.85,<14.0a0 cuda-nvrtc >=13.0.88,<14.0a0 cuda-nvtx >=13.0.85,<14.0a0 cuda-version >=13.0,<14 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=13.1.1.3,<14.0a0 libcudnn >=9.23.0.39,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=12.0.0.61,<13.0a0 libcufile >=1.15.1.6,<2.0a0 libcurand >=10.4.0.35,<11.0a0 libcusolver >=12.0.4.66,<13.0a0 libcusparse >=12.6.3.3,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda130_mkl_h6edde62_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.30.4.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.11,<3.12.0a0 python_abi 3.11. _cp311 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.28,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda129_mkl_py314_h245c5d3_301.conda	2.11.0	linux-64	cuda129_mkl_py314_h245c5d3_301 (301)	a day ago	25.03 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=12.9.79,<13.0a0 cuda-cupti >=12.9.79,<13.0a0 cuda-nvrtc >=12.9.86,<13.0a0 cuda-nvtx >=12.9.79,<13.0a0 cuda-version >=12.9,<13 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=12.9.2.10,<13.0a0 libcudnn >=9.10.2.21,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=11.4.1.4,<12.0a0 libcufile >=1.14.1.1,<2.0a0 libcurand >=10.3.10.19,<11.0a0 libcusolver >=11.7.5.82,<12.0a0 libcusparse >=12.5.10.65,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda129_mkl_hbb687bd_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.28.9.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.14,<3.15.0a0 python_abi 3.14. _cp314 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.17,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda129_mkl_py312_h6997aeb_301.conda	2.11.0	linux-64	cuda129_mkl_py312_h6997aeb_301 (301)	a day ago	24.01 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=12.9.79,<13.0a0 cuda-cupti >=12.9.79,<13.0a0 cuda-nvrtc >=12.9.86,<13.0a0 cuda-nvtx >=12.9.79,<13.0a0 cuda-version >=12.9,<13 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=12.9.2.10,<13.0a0 libcudnn >=9.10.2.21,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=11.4.1.4,<12.0a0 libcufile >=1.14.1.1,<2.0a0 libcurand >=10.3.10.19,<11.0a0 libcusolver >=11.7.5.82,<12.0a0 libcusparse >=12.5.10.65,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda129_mkl_hbb687bd_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.28.9.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.12,<3.13.0a0 python_abi 3.12. _cp312 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.17,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda130_mkl_py310_h20908a8_301.conda	2.11.0	linux-64	cuda130_mkl_py310_h20908a8_301 (301)	a day ago	20.19 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=13.0.96,<14.0a0 cuda-cupti >=13.0.85,<14.0a0 cuda-nvrtc >=13.0.88,<14.0a0 cuda-nvtx >=13.0.85,<14.0a0 cuda-version >=13.0,<14 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=13.1.1.3,<14.0a0 libcudnn >=9.23.0.39,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=12.0.0.61,<13.0a0 libcufile >=1.15.1.6,<2.0a0 libcurand >=10.4.0.35,<11.0a0 libcusolver >=12.0.4.66,<13.0a0 libcusparse >=12.6.3.3,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda130_mkl_h6edde62_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.30.4.1,<3.0a0 networkx numpy >=1.21,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.10,<3.11.0a0 python_abi 3.10. _cp310 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.28,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda130_mkl_py312_h9c4ee12_301.conda	2.11.0	linux-64	cuda130_mkl_py312_h9c4ee12_301 (301)	a day ago	24.03 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=13.0.96,<14.0a0 cuda-cupti >=13.0.85,<14.0a0 cuda-nvrtc >=13.0.88,<14.0a0 cuda-nvtx >=13.0.85,<14.0a0 cuda-version >=13.0,<14 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=13.1.1.3,<14.0a0 libcudnn >=9.23.0.39,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=12.0.0.61,<13.0a0 libcufile >=1.15.1.6,<2.0a0 libcurand >=10.4.0.35,<11.0a0 libcusolver >=12.0.4.66,<13.0a0 libcusparse >=12.6.3.3,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda130_mkl_h6edde62_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.30.4.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.12,<3.13.0a0 python_abi 3.12. _cp312 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.28,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda130_mkl_py313_h4076ff5_301.conda	2.11.0	linux-64	cuda130_mkl_py313_h4076ff5_301 (301)	a day ago	24.38 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=13.0.96,<14.0a0 cuda-cupti >=13.0.85,<14.0a0 cuda-nvrtc >=13.0.88,<14.0a0 cuda-nvtx >=13.0.85,<14.0a0 cuda-version >=13.0,<14 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=13.1.1.3,<14.0a0 libcudnn >=9.23.0.39,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=12.0.0.61,<13.0a0 libcufile >=1.15.1.6,<2.0a0 libcurand >=10.4.0.35,<11.0a0 libcusolver >=12.0.4.66,<13.0a0 libcusparse >=12.6.3.3,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda130_mkl_h6edde62_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.30.4.1,<3.0a0 networkx numpy >=1.23,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.13,<3.14.0a0 python_abi 3.13. _cp313 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.28,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*
pytorch-2.11.0-cuda129_mkl_py310_ha49cf83_301.conda	2.11.0	linux-64	cuda129_mkl_py310_ha49cf83_301 (301)	a day ago	20.17 MB
Dependencies: _openmp_mutex * _llvm _openmp_mutex >=4.5 cuda-cudart >=12.9.79,<13.0a0 cuda-cupti >=12.9.79,<13.0a0 cuda-nvrtc >=12.9.86,<13.0a0 cuda-nvtx >=12.9.79,<13.0a0 cuda-version >=12.9,<13 filelock fmt >=12.1.0,<12.2.0a0 fsspec jinja2 libabseil cxx17* libabseil >=20260107.1,<20260108.0a0 libblas * mkl libcblas >=3.11.0,<4.0a0 libcublas >=12.9.2.10,<13.0a0 libcudnn >=9.10.2.21,<10.0a0 libcudss >=0.7.1.4,<0.7.2.0a0 libcufft >=11.4.1.4,<12.0a0 libcufile >=1.14.1.1,<2.0a0 libcurand >=10.3.10.19,<11.0a0 libcusolver >=11.7.5.82,<12.0a0 libcusparse >=12.5.10.65,<13.0a0 libgcc >=14 libmagma >=2.10.0,<2.10.1.0a0 libprotobuf >=6.33.5,<6.33.6.0a0 libstdcxx >=14 libtorch 2.11.0 cuda129_mkl_hbb687bd_301 libuv >=1.52.1,<2.0a0 libzlib >=1.3.2,<2.0a0 llvm-openmp >=22.1.7 mkl >=2026.0.0,<2027.0a0 nccl >=2.28.9.1,<3.0a0 networkx numpy >=1.21,<3 optree >=0.13.0 pybind11 <3.0.2 pybind11-abi 11 python >=3.10,<3.11.0a0 python_abi 3.10. _cp310 setuptools <82 sleef >=3.9.0,<4.0a0 sympy >=1.13.3 triton 3.6.0 typing_extensions >=4.10.0 __cuda __glibc >=2.17,<3.0.a0 Constraints: pytorch-cpu <0.0a0 pytorch-gpu 2.11.0 Run exports: Weak: pytorch >=2.11.0,<2.12.0a0 libtorch >=2.11.0,<2.12.0a0 Provenance: Built from: conda-forge/pytorch-cpu-feedstock@5f37bfc Not cryptographically verified*