pytorch

by pytorch · Machine Learning

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Machine LearningAI ApplicationPythonC++
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About this project

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. Our trunk health (Continuous Integration signals) can be found at hud.pytorch.org. — More About PyTorch — A GPU-Ready Tensor Library — Dynamic Neural Networks: Tape-Based Autograd — Python First — Imperative Experiences — Fast and Lean — Extensions Without Pain — Installation — Binaries — NVIDIA Jetson Platforms — From Source — Prerequisites — NVIDIA CUDA Support — AMD ROCm Support — Intel GPU…

Technologies

PythonC++deep-learningObjective-C++CCudaautogradgpu

Project health

Actively maintained
Last update2 days ago
Contributors326
Latest releasev2.14.0
Open issues & PRs17,563
LicenseOther
On GitHubsince 2016

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