triton Triton 3.8.0 Release Notes

Triton 3.8.0 Release Notes

Table of Contents

• Dialect & Frontend
• Backend & Compiler
• AMD/HIP Backend
• NVIDIA Backend
• Gluon & Layout Improvements
• Kernels & Benchmarks
• Proton Profiling
• Testing & CI
• Build & Infrastructure
• Documentation
• Breaking Changes
• Contributors

Dialect & Frontend<a id="dialect--frontend-38"></a>

New Features

• Aggregate types: @triton.aggregate and @gluon.aggregate are now public APIs. Aggregates support inherited fields, default values, generated constructors, immutable instances, and aggregate_replace() (#10095, #9572)
• tl.topk: Added a descending argument. Set descending=False to return the smallest values (#9355)
• Tensor descriptors: Tensor descriptors can be passed inside tuple-valued kernel arguments (#9422)
• Interpreter: Added support for tl.dot_scaled (#10311)

Improvements

• Autotuning listener: Added a listener that reports th…