freshcrate
Skin:/
Language:English/įŽ€äŊ“中文
Home > Developer Tools > triton

triton

A language and compiler for custom Deep Learning operations

compilerdeeplearningpypi
Why this rank:Strong adoptionRelease freshnessHealthy release cadence

Description

A language and compiler for custom Deep Learning operations

Release History

VersionChangesUrgencyDate
v3.7.1Triton 3.7.1 is a patch release on top of 3.7.0. It fixes the following 2 regressions and contains no new features or API changes. ## Regression fixes - Add async read dependencies to FenceAsync — a missing fence between a shared-memory store (st.shared) and an async copy_local_to_global could let the async copy read shared memory before the store completed, producing incorrect results. FenceAsync now inserts the required fence. (triton-lang/triton#9610) - [InstCombine] Shrink added constHigh6/18/2026
v3.7.0## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking Changes](#breaking-changes) - [CHigh5/7/2026
3.6.0Imported from PyPI (3.6.0)Low4/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.6.0# Triton 3.6 Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Proton Profiling](#proton-profiling) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking ChaLow1/21/2026
v3.5.1This release is meant to fix the following issue: Fix sm103 (GB300) support broken by Triton 3.5.0 release (https://github.com/triton-lang/triton/pull/8045)Low11/12/2025
v3.5.0# Triton Release Notes ## Table of Contents - [Dialect & Frontend](#dialect--frontend) - [Backend & Compiler](#backend--compiler) - [AMD/HIP Backend](#amdhip-backend) - [NVIDIA Backend](#nvidia-backend) - [Gluon & Layout Improvements](#gluon--layout-improvements) - [Kernels & Benchmarks](#kernels--benchmarks) - [Testing & CI](#testing--ci) - [Build & Infrastructure](#build--infrastructure) - [Documentation](#documentation) - [Breaking Changes](#breaking-changes) --- ## DialectLow10/21/2025
v3.4.0## Highlights ### Gluon Framework Comprehensive Enhancement The Gluon framework has received major enhancements across all areas including new APIs, tensor memory management, layout operations, and synchronization primitives. Key additions include `static_assert` functionality, TensorDescriptor kernel arguments, async TMA operations, tensor memory implementation, thread synchronization barriers, and comprehensive tensor operations like split/join/reshape and reductions. ([#7172](https://githLow7/30/2025

Dependencies & License Audit

Loading dependencies...

Similar Packages

torchmetricsPyTorch native Metrics1.9.0
pytorch-lightningPyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.2.6.5
tokenizersNo descriptionv0.23.1
outlines-coreStructured Text Generation in Rust0.2.14
nvidia-cuda-cupti-cu12CUDA profiling tools runtime libs.12.9.79

More in Developer Tools

types-jinja2Typing stubs for Jinja2
mypyOptional static typing for Python
sagemakerOpen source library for training and deploying models on Amazon SageMaker.
mexPersistent project memory for AI coding agents. Structured scaffold + drift detection CLI.