Using AI Generated Kernels to Instantly Speed Up PyTorch – Natalie Serrino, Gimlet Labs

[music] Hey everyone, how's it going. So, my name is Natalie. I'm a co-founder of Gimlet Labs and um yeah, just a little bit of background about why Gimlet's looking at AI generated kernels.Let's just get right to it. Um we're building an agentic inference cloud focused on performance and efficiency. And the thing that we've seen with all these talks so far is with agents, they're not just one chat model.They're complex pipelines of multiple models, multiple stages, tool calls, and the compute backing these ...