# PyTorch Release 2.3.1 - Final RC is available **URL:** \ **Category:** Release Announcements\ **Created:** [May 29, 2024, 5:43pm UTC](https://dev-discuss.pytorch.org/t/pytorch-release-2-3-1-final-rc-is-available/2126 "2024-05-29T17:43:24Z")\ **Posts on this page:** 1\ **Page:** 1
**Author:** ![atalman](https://yyz2.discourse-cdn.com/flex036/user_avatar/dev-discuss.pytorch.org/atalman/32/1857_2.png) [@atalman](https://dev-discuss.pytorch.org/u/atalman)\ **Post date:** [May 29, 2024, 5:43pm UTC](https://dev-discuss.pytorch.org/t/pytorch-release-2-3-1-final-rc-is-available/2126/1 "2024-05-29T17:43:25Z")
Final 2.3.1 RC for PyTorch core and Domain Libraries is available for download from `pytorch-test` channel. Reminder of key dates: - - 6/5 Release 2.3.1 General Availability List of Issues included in the Patch Release 2.3.1 can be found here: [2.3.1 Milestone](https://github.com/pytorch/pytorch/milestone/45?closed=1) Cherry-Picks included in the Patch Release 2.3.1 can be found here: [[v2.3.1] Release Tracker ](https://github.com/pytorch/pytorch/issues/125425) Following are instructions on how to download different versions of RC for testing. CONDA CPU Windows/Linux: `conda install pytorch=2.3.1 torchvision torchaudio cpuonly -c pytorch-test` MacOS: `conda install pytorch=2.3.1 torchvision torchaudio -c pytorch-test` CUDA Windows/Linux: `conda install pytorch=2.3.1 torchvision torchaudio pytorch-cuda=11.8 -c pytorch-test -c nvidia` `conda install pytorch=2.3.1 torchvision torchaudio pytorch-cuda=12.1 -c pytorch-test -c nvidia` PIP CPU: Windows/Linux/MacOS: `pip3 install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url https://download.pytorch.org/whl/test/cpu` PIP CUDA: Windows/Linux: `pip3 install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url https://download.pytorch.org/whl/test/cu118` `pip3 install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url [https://download.pytorch.org/whl/test/cu121` PIP ROCM 6: `pip3 install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url https://download.pytorch.org/whl/test/rocm6.0` PIP Linux Aarch64 `pip3 install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --index-url https://download.pytorch.org/whl/test/cpu` LibTorch: CPU Linux: (Pre-cxx11 ABI): [https://download.pytorch.org/libtorch/test/cpu/libtorch-shared-with-deps-2.3.1%2Bcpu.zip](https://download.pytorch.org/libtorch/test/cpu/libtorch-shared-with-deps-2.3.1%2Bcpu.zip) (cxx11 ABI): [https://download.pytorch.org/libtorch/test/cpu/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcpu.zip](https://download.pytorch.org/libtorch/test/cpu/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcpu.zip) CPU Windows: Download here (Release version): [https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-2.3.1%2Bcpu.zip](https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-2.3.1%2Bcpu.zip) Download here (Debug version): [https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-debug-2.3.1%2Bcpu.zip](https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-debug-2.3.1%2Bcpu.zip) CUDA 11.8, 12.1 Linux (Pre-cxx11 ABI): [https://download.pytorch.org/libtorch/test/cu118/libtorch-shared-with-deps-2.3.1%2Bcu118.zip](https://download.pytorch.org/libtorch/test/cu118/libtorch-shared-with-deps-2.3.1%2Bcu118.zip) [https://download.pytorch.org/libtorch/test/cu121/libtorch-shared-with-deps-2.3.1%2Bcu121.zip](https://download.pytorch.org/libtorch/test/cu121/libtorch-shared-with-deps-2.3.1%2Bcu121.zip) (cxx11 ABI): [https://download.pytorch.org/libtorch/test/cu118/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcu118.zip](https://download.pytorch.org/libtorch/test/cu118/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcu118.zip) [https://download.pytorch.org/libtorch/test/cu121/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcu121.zip](https://download.pytorch.org/libtorch/test/cu121/libtorch-cxx11-abi-shared-with-deps-2.3.1%2Bcu121.zip) Windows CUDA 11.8, 12.1 (Release version): [https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-2.3.1%2Bcu118.zip](https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-2.3.1%2Bcu118.zip) [https://download.pytorch.org/libtorch/test/cu121/libtorch-win-shared-with-deps-2.3.1%2Bcu121.zip](https://download.pytorch.org/libtorch/test/cu121/libtorch-win-shared-with-deps-2.3.1%2Bcu121.zip) (Debug version): [https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-debug-2.2.2%2Bcu118.zip](https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-debug-2.2.2%2Bcu118.zip) [https://download.pytorch.org/libtorch/test/cu121/libtorch-win-shared-with-deps-debug-2.2.2%2Bcu121.zip](https://download.pytorch.org/libtorch/test/cu121/libtorch-win-shared-with-deps-debug-2.2.2%2Bcu121.zip) If you have any questions please comment below or reach out to us on this thread.