September 2025 monthly summary for repository fzyzcjy/triton focused on AMD HIP backend optimization. Delivered a targeted change to stabilize and improve GPU code scheduling by fixing the amdgpu-waves-per-eu attribute to a fixed value, guiding LLVM heuristics to produce more predictable schedules and enabling simpler future LLVM improvements. This work was scoped as a feature improvement with a direct commit, laying groundwork for stronger AMD GPU compilation efficiency.

November 2024 monthly summary focused on delivering hardware-accelerated FP8 support through Triton for AMD MI300. Key feature delivered is FP8 E4M3FN upcasting to bf16, enabling its use in critical ops like scaled_dot and expanding hardware compatibility. Included a backend compiler conversion path and updates to tests to recognize and exercise the new conversion. No major bugs reported this month; all changes centered on delivering value for performance-sensitive workloads on emergent AI hardware.