Tech Insights

Halide

Last updated May 16, 2025, generated by Sumble

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What is Halide?

Halide is a programming language designed for writing high-performance image and array processing code. It separates the algorithm from the schedule, allowing developers to experiment with different optimization strategies (such as tiling, vectorization, and parallelization) without rewriting the core computation. This makes it easier to achieve optimal performance across different hardware architectures.

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What other technologies are related to Halide?

Halide Competitor Technologies

IREE is an alternative compiler infrastructure focused on efficient execution, overlapping with Halide's goals.

mentioned alongside Halide in 36% (94) of relevant job posts

TVM is another compiler framework for optimizing and deploying machine learning workloads, directly competing with Halide.

mentioned alongside Halide in 9% (159) of relevant job posts

XLA is a compiler for linear algebra that can optimize TensorFlow graphs, similar in purpose to Halide.

mentioned alongside Halide in 9% (101) of relevant job posts

TensorRT is NVIDIA's deep learning inference optimizer and runtime, overlapping with Halide's domain of optimizing and deploying computational kernels.

mentioned alongside Halide in 2% (62) of relevant job posts

Halide Complementary Technologies

MLIR is an infrastructure for building extensible compilers. Halide could potentially be built on top of MLIR.

mentioned alongside Halide in 5% (121) of relevant job posts

LLVM is a compiler infrastructure that Halide uses as a backend for code generation.

mentioned alongside Halide in 3% (128) of relevant job posts

ROCm is AMD's GPU compute platform, and Halide can target it, as it does with CUDA, so it is complementary.

mentioned alongside Halide in 5% (57) of relevant job posts

Which job functions mention Halide?

Job function

Jobs mentioning Halide

Orgs mentioning Halide

Engineer

0% (120) job posts

7 organizations

Machine Learning

0% (89) job posts

10 organizations

Software Engineer

0% (84) job posts

17 organizations

AI Engineer

0% (29) job posts

12 organizations

MLOps Engineer

0% (5) job posts

3 organizations

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Which organizations are mentioning Halide?

Organization

Industry

Matching Teams

Matching People

Information

Scientific and Technical Services

Scientific and Technical Services

Scientific and Technical Services

Scientific and Technical Services

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