Posts tagged Kernel
Developing Triton Kernels on AMD GPUs
- 15 April 2024
OpenAI has developed a powerful GPU focused programming language and compiler called Triton that works seamlessly with AMD GPUs. The goal of Triton is to enable AI engineers and scientists to write high-performant GPU code with minimal expertise. Triton kernels are performant because of their blocked program representation, allowing them to be compiled into highly optimized binary code. Triton also leverages Python for kernel development, making it both familiar and accessible. And the kernels can be easily compiled by simply declaring the triton.jit python decorator before the kernel.