Status
● Connected
ROCm
6.1.2
System
MI300X · 8 GPUs
Project
Retail-LLM-Inference
AK
Admin User
Administrator
Advanced Kernel Preview
Kernel Lab
Experimental module for kernel-level analysis, attention path optimization, and memory transfer improvement on AMD GPUs.
Kernel Speedup
1.82x
vs baseline path
Target Operation
Attention Kernel
Memory-bound LLM inference path
Correctness
Passed
Output validation successful
Why this matters
Kernel Lab gives YOUSUN Axion advanced technical depth. It shows that optimization does not stop at basic code changes. Axion can also identify kernel-level speedup opportunities for AMD GPU workloads, making the project stronger for technical judging.