Introducing Triton: Open-source GPU programming for neural …
WEBJul 28, 2021 · We’re releasing Triton 1.0, an open-source Python-like programming language which enables researchers with no CUDA experience to write highly efficient GPU code—most of the time on par with what an expert would be able to produce.
Welcome to Triton’s documentation! — Triton documentation
WEBTriton is a language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware.
Development repository for the Triton language and compiler
WEBThis is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs.
Introduction — Triton documentation - triton-lang.org
WEBTo address this issue, the Triton compiler makes heavy use of block-level data-flow analysis, a technique for scheduling iteration blocks statically based on the control- and data-flow structure of the target program. The resulting system actually works surprisingly well: our compiler manages to apply a broad range of interesting optimization ...
Tutorials — Triton documentation - triton-lang.org
WEBTutorials. Below is a gallery of tutorials for writing various basic operations with Triton. It is recommended that you read through the tutorials in order, starting with the simplest one. To install the dependencies for the tutorials: cd triton. pip install -e './python[tutorials]' Vector Addition. Fused Softmax. Matrix Multiplication.
How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking - OpenAI …
WEBJan 16, 2023 · OpenAI’s Triton is very disruptive angle to Nvidia’s closed-source software moat for machine learning. Triton takes in Python directly or feeds through the PyTorch Inductor stack . The latter will be the most common use case.
Unlocking the Power of GPU Programming: A Deep Dive into OpenAI…
WEBAug 12, 2023 · OpenAI’s release of Triton 1.0 is a game-changing solution to this challenge. By offering a bridge between intricate programming and high-level logic, Triton opens doors for both novices and...
OpenAI proposes open-source Triton language as an alternative ... - ZDNET
WEBJul 28, 2021 · OpenAI claims Triton can deliver substantial ease-of-use benefits over coding in CUDA for some neural network tasks at the heart of machine learning forms of AI such as matrix multiplications.
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OpenAI debuts Python-based Triton for GPU-powered machine …
WEBJul 29, 2021 · OpenAI, the nonprofit venture whose professed mission is the ethical advancement of AI, has released the first version of the Triton language, an open source project that allows researchers to...