PyTorch Internals 17 - What Role Triton Plays Inside the PyTorch Ecosystem
Triton is not just a convenient kernel language; it is part of the modern PyTorch kernel and compilation story
Where Triton fits
Triton does not replace every CUDA use case, but it is a strong fit for many dense tensor kernels and plays an important role in PyTorch's modern optimization stack.
Useful questions are:
- which operators fit Triton well?
- where does Triton fit relative to eager custom ops?
- what parts of the stack still need lower-level work?
The next post reconnects internals to distributed runtime behavior.