inference/research
verifiedhigh · 0.90updated 2026-10-04

oneDNN - GitHub README

repo

Fields

id
sources/xpu-onednn-github-readme
Publisher
uxlfoundation
Kind
repo
Published
2026-01-01
Accessed
2026-10-04
notes
oneDNN (oneAPI Deep Neural Network Library) is an open-source cross-platform performance library of basic building blocks for deep learning. Part of UXL Foundation. Optimized for Intel 64/AMD64, Arm AArch64, and Intel Graphics. Experimental support for NVIDIA GPU, AMD GPU, OpenPOWER, IBM z, RISC-V. Powers PyTorch, TensorFlow, OpenVINO, ONNX Runtime, llama.cpp. oneDNN Graph API provides a high-level API for fusing multiple operations into a single optimized graph. oneDNN is the default GEMM library for llama.cpp SYCL backend since 2024.8. oneDNN removed from Intel Deep Learning Essentials package in 2026.0; distributed separately since then. oneAPI Toolkit includes oneDNN until 2027.0.

Notes

oneDNN (oneAPI Deep Neural Network Library) is an open-source cross-platform performance library of basic building blocks for deep learning. Part of UXL Foundation. Optimized for Intel 64/AMD64, Arm AArch64, and Intel Graphics. Experimental support for NVIDIA GPU, AMD GPU, OpenPOWER, IBM z, RISC-V. Powers PyTorch, TensorFlow, OpenVINO, ONNX Runtime, llama.cpp. oneDNN Graph API provides a high-level API for fusing multiple operations into a single optimized graph. oneDNN is the default GEMM library for llama.cpp SYCL backend since 2024.8. oneDNN removed from Intel Deep Learning Essentials package in 2026.0; distributed separately since then. oneAPI Toolkit includes oneDNN until 2027.0.

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