Description:
Basic building blocks for deep learning applications
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Type: Formula
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Latest Version: 3.10.2@0
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Tracked Since: Dec 2, 2025
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Links:
Homepage |
formulae.brew.sh
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Category: Ai ml
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Tags:
ai
ml
library
intel
deep-learning
performance
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Install:
brew install onednn
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About:
oneDNN (Intel oneAPI Deep Neural Network Library) is an open-source performance library for deep learning applications. It provides highly optimized building blocks for convolution, matrix multiplication, and other primitives for CPUs and GPUs. Its main value is accelerating AI frameworks like TensorFlow and PyTorch on Intel hardware.
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Key Features:
- Optimized primitives for CPUs and GPUs
- Support for INT8 and BF16 data types
- Graph API for complex operations
- Cross-platform support
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Use Cases:
- Accelerating deep learning inference and training
- Optimizing AI models for Intel hardware
- Integrating high-performance kernels into custom frameworks
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Alternatives:
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OpenBLAS
– Focuses on linear algebra (BLAS) rather than deep learning primitives
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cuDNN
– NVIDIA's equivalent, but locked to NVIDIA GPUs
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