a Triton kernel is

Can your phone run faster with a different brain?

Imagine you're playing a high-definition video game on your phone, but it keeps freezing or lagging. Frustrating, right?

This concept is like giving your phone a super-fast brain to handle games smoothly. It's called a Triton kernel.

Example

Instead of your phone's old brain, you switch to a Triton kernel, and suddenly, the game runs seamlessly, even in 4K resolution.

Remember this

A Triton kernel upgrades your phone's brain for better performance.

Text adapted from Wikipedia, licensed under CC BY-SA 4.0.

Related concepts

Triton differs from CUDA

Why does a super-fast computer sometimes run slower than a regular one?

a Triton @triton.jit decorator does: compiles a Python function into a GPU kernel

@triton.jit decorator compiles Python function into a GPU kernel

tensor cores are

Why can computers crunch numbers faster than humans?

CUDA

CUDA enables parallel computation on GPUs

List of free and open-source software packages

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tl.dot does in Triton: block-level matrix multiply using tensor cores

tl.dot performs block-level matrix multiplication using tensor cores in Triton

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