Description:
Language for fast, portable data-parallel computation
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Type: Formula
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Latest Version: 21.0.0@0
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Tracked Since: Oct 15, 2025
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Links:
Homepage |
@halidelang |
formulae.brew.sh
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Category: Developer tools
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Tags:
compiler
image-processing
computational-photography
performance
c-plus-plus
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Install:
brew install halide
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About:
Halide is a programming language and compiler designed specifically for high-performance image processing and computational photography. It simplifies the creation of fast, portable algorithms by separating the algorithm from its implementation schedule. This enables developers to achieve optimal performance across diverse hardware without rewriting code for each architecture.
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Key Features:
- Domain-specific language for image processing
- Automatic scheduling for performance optimization
- Cross-platform portability (x86, ARM, GPU)
- C++ integration for easy adoption
- Open-source and actively maintained
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Use Cases:
- High-performance image processing pipelines
- Computational photography algorithms
- Computer vision applications
- Deep learning inference optimization
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Alternatives:
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OpenCV
– OpenCV provides pre-built functions, while Halide allows writing custom algorithms with performance scheduling
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TVM
– TVM focuses on deep learning compilation, Halide specializes in image processing and stencil computations
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