
Did you know your computer can write faster code than you?
Image: Emperor Genius (talk), CC BY-SA 3.0, via Wikimedia Commons
Did you know your computer can write faster code than you?
Imagine you're writing a novel and you want to finish faster. You decide to write shorter sentences to speed up the process.
By combining short sentences, you can write faster without changing the story. This is like merging adjacent operations to reduce memory traffic, making the computer run more efficiently.
Example
Instead of writing "The cat sat on the mat" as two separate sentences, you write "The cat sat on the mat." This saves time and space.
Remember this
It's like writing shorter sentences to finish your novel faster; merging adjacent operations reduces memory traffic for quicker computer performance.
Text adapted from Wikipedia, licensed under CC BY-SA 4.0.
fused kernels do
Why wait for a computer to finish one task before starting another?
Strength reduction
Why do computers sometimes get tired of doing the same math over and over?
Triton differs from CUDA
Why does a super-fast computer sometimes run slower than a regular one?
kernel fusion reduces memory bandwidth bottleneck
Can you imagine faster video games without waiting for loading screens?
instruction-level parallelism (ILP) achieves: multiple operations per clock cycle
Ever wondered how computers can do so many tasks at once?
General-purpose computing on graphics processing units
Did you know your computer can do more than just compute numbers?
Swipe through 100 ML concepts daily
Open Pocket Polymath