PyTorch
3 days ago · Distributed Training Scalable distributed training and performance optimization in research and production is enabled by the torch.distributed backend.
PyTorch documentation — PyTorch 2.9 documentation
Extending PyTorch Extending torch.func with autograd.Function Frequently Asked Questions Getting Started on Intel GPU Gradcheck mechanics HIP (ROCm) semantics Features for large-scale …
Get Started - PyTorch
CUDA 13.0 ROCm 6.4 CPU pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126
torch — PyTorch 2.9 documentation
The torch package contains data structures for multi-dimensional tensors and defines mathematical operations over these tensors. Additionally, it provides many utilities for efficient serialization of …
Previous PyTorch Versions
OSX macOS is currently not supported in LTS. Linux and Windows # CUDA 10.2 pip3 install torch==1.8.2 torchvision==0.9.2 torchaudio==0.8.2 --extra-index-url …
PyTorch 2.x
Learn about PyTorch 2.x: faster performance, dynamic shapes, distributed training, and torch.compile.
Learn the Basics — PyTorch Tutorials 2.9.0+cu128 documentation
Learn the Basics || Quickstart || Tensors || Datasets & DataLoaders || Transforms || Build Model || Autograd || Optimization || Save & Load Model Learn the Basics # Created On: Feb 09, 2021 | Last …
Quickstart — PyTorch Tutorials 2.9.0+cu128 documentation
PyTorch has two primitives to work with data: torch.utils.data.DataLoader and torch.utils.data.Dataset. Dataset stores the samples and their corresponding labels, and DataLoader wraps an iterable …
PyTorch 2.7 Release
Apr 23, 2025 · Enable torch.compile on Windows 11 for Intel GPUs, delivering the performance advantages over eager mode as on Linux. Optimize the performance of PyTorch 2 Export Post …
Start Locally | PyTorch
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126 Installing on Windows PyTorch can be installed and used on various Windows distributions. Depending on your system and …