PyTorch Release 2.6.0 - Final RC is available

Release Announcements
1

Final 2.6.0 RC for PyTorch core and Domain Libraries is available for download from pytorch-test channel.

Note that starting with this release we are not going to publish on Conda, please see [Announcement] Deprecating PyTorch’s official Anaconda channel for the details.

Reminder of key dates:

  • M5: External-Facing Content Finalized (1/24/25)
  • M6: Release Day (1/29/25)

List of Issues included in the Release 2.6.0 can be found here: 2.6.0 Milestone

Cherry-Picks included in the Release 2.6.0 can be found here: [v2.6.0] Release Tracker

Following are instructions on how to download different versions of RC for testing.

PIP CPU:
Windows/Linux/MacOS:
pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/cpu

PIP CUDA 11.8, 12.4, 12.6:
Windows/Linux:
pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/cu118

pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/cu124

pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/cu126

PIP ROCM 6.1:
pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/rocm6.1

PIP ROCm 6.2.4
pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/rocm6.2.4/

PIP Linux Aarch64
pip3 install torch==2.6.0 torchvision --index-url https://download.pytorch.org/whl/test/cpu

PIP XPU (experimental)
pip3 install torch==2.6.0 --index-url https://download.pytorch.org/whl/test/xpu

LibTorch:
CPU Linux:
(Pre-cxx11 ABI):
https://download.pytorch.org/libtorch/test/cpu/libtorch-shared-with-deps-2.6.0%2Bcpu.zip

(cxx11 ABI):
https://download.pytorch.org/libtorch/test/cpu/libtorch-cxx11-abi-shared-with-deps-2.6.0%2Bcpu.zip

CPU Windows:
Download here (Release version):
https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-2.6.0%2Bcpu.zip

Download here (Debug version):
https://download.pytorch.org/libtorch/test/cpu/libtorch-win-shared-with-deps-debug-2.6.0%2Bcpu.zip

CUDA 11.8, 12.4 Linux

(Pre-cxx11 ABI):
https://download.pytorch.org/libtorch/test/cu118/libtorch-shared-with-deps-2.6.0%2Bcu118.zip
https://download.pytorch.org/libtorch/test/cu124/libtorch-shared-with-deps-2.6.0%2Bcu124.zip

(cxx11 ABI):
https://download.pytorch.org/libtorch/test/cu118/libtorch-cxx11-abi-shared-with-deps-2.6.0%2Bcu118.zip
https://download.pytorch.org/libtorch/test/cu124/libtorch-cxx11-abi-shared-with-deps-2.6.0%2Bcu124.zip

CUDA 11.8, 12.4 Windows

(Release version):
https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-2.6.0%2Bcu118.zip
https://download.pytorch.org/libtorch/test/cu124/libtorch-win-shared-with-deps-2.6.0%2Bcu124.zip

(Debug version):
https://download.pytorch.org/libtorch/test/cu118/libtorch-win-shared-with-deps-debug-2.6.0%2Bcu118.zip
https://download.pytorch.org/libtorch/test/cu124/libtorch-win-shared-with-deps-debug-2.6.0%2Bcu124.zip

If you have any questions please comment below or reach out to us on this thread.

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with the error below:
Looking in indexes: https://download.pytorch.org/whl/test/cpu
ERROR: Could not find a version that satisfies the requirement torch==2.6.0 (from versions: 1.7.1, 1.8.0, 1.8.1, 1.8.2, 1.9.0, 1.9.1, 1.10.0, 1.10.1, 1.10.2, 1.11.0, 1.12.0, 1.12.1, 1.13.0, 1.13.1, 2.0.0, 2.0.1, 2.1.0, 2.1.1, 2.1.2, 2.2.0, 2.2.1, 2.2.2)
ERROR: No matching distribution found for torch==2.6.0

my python version is: 3.9.6
my os is macOS

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@xsank The are no recent PyTorch for x86 MacOS, see [RFC] macOS x86 builds / test deprecation · Issue #114602 · pytorch/pytorch · GitHub

4

thank you for reply, use arm64 works now.