Triton

A gentle introduction to the Proton profiler and its updates.

Presented our work on multi-level instrumentation-based profiling for Triton kernels.

Tensor multiplication with learned weight matrices is the fundamental building block in deep learning models. These matrices can often …

Presented the ongoing work on Proton

Presented the Proton and Interpreter tools in the Triton project.

Review Triton’s Interpreter’s progress and future plans

Went through Proton’s design overview

This paper introduces two extensions to the popular PyTorch machine learning framework, TorchDynamo and TorchInductor, which implement …