Shypd.aiThe largest open index of AI toolsHelion is a Coding & Development tool that provides a Python-embedded DSL for authoring high-performance machine learning kernels. It compiles to Triton, simplifying GPU programming with minimal boilerplate and extensive autotuning.
Trending
About
Helion is a Python-embedded domain-specific language (DSL) designed for authoring machine learning kernels, compiling down to Triton for performant GPU programming. It aims to raise the abstraction level compared to Triton, making it easier to write correct and efficient kernels while enabling more automation in the autotuning process. Helion significantly reduces manual coding effort by evaluating hundreds of potential Triton implementations generated from a single Helion kernel, leading to better performance portability across different hardware. Key features include automated tensor indexing, masking, grid size determination, implicit search space definition, kernel argument management, looping reductions, and various automated optimizations like PID swizzling and loop reordering. It integrates seamlessly with PyTorch operators, allowing users familiar with PyTorch to quickly adopt Helion.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
