Triton 编译器发布: Triton 3.5.0 release

来源摘要

# 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) --- ## Dialect & Frontend ### New Features - **Warp Specialization Enhancements** (#8005): Made warp specialization require at least 4 warps with proper error messaging to prevent compiler crashes - **Ragged TMA Support** (#7792, #7783): Added support for write-only and general ragged TMAs with automatic bounds checking using higher-dimensional TMA descriptors - **Device Assert Mask Support** (#7905): Added `mask` parameter to `tl.device_assert` for easier debugging with masked operations - **Padding Option for TMA Loads** (#7993): Added support for padding option (including NaN) in TMA descriptor creation and fallback paths - **Implicit Downcast in TMA Descriptor Store** (#6236): Fixed missing implicit downcast when storing blocks through TMA descriptors - **Mutations Disallowed** (#7762): Disabled all mutations to address semantic issues in the language - **Specialized Recursion** (#7468): Enabled functions to recurse on specialized versions of themselves - **Constexpr Function Cache Invalidation** (#7802): Reworked `constexpr_function` to support cache invalidation and capability checks ### Bug Fixes - **Floating Point Argument Passing** (#7439): Fixed floating point argument passing for `tl.float16` and other FP types - **Non-Associative Reduce Rematerialization** (#7272): Avoided rematerialization for non-a