This is the Linux app named Triton whose latest release can be downloaded as triton-3.7.1.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Triton
DESCRIPTION
Triton is a programming language and compiler framework specifically designed for writing highly efficient custom deep learning operations, particularly for GPUs. It aims to bridge the gap between low-level GPU programming, such as CUDA, and higher-level abstractions by providing a more productive and flexible environment for developers. Triton enables users to write optimized kernels for machine learning workloads while maintaining readability and control over performance-critical aspects like memory access patterns and parallel execution. The project leverages LLVM and MLIR to compile code into efficient GPU instructions, supporting both NVIDIA and AMD hardware. It is widely used in research and production environments where custom tensor operations are required, offering both high performance and developer-friendly syntax.
Features
- Custom GPU kernel development for deep learning
- Higher-level alternative to CUDA with improved productivity
- LLVM and MLIR-based compilation pipeline
- Support for NVIDIA and AMD GPUs
- Integrated debugging and kernel inspection tools
- Python integration for writing and executing kernels
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/triton-lang.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
