Auditing Dynamic Routing on AMD MI300X
We reproduced a 2025 adverse-weather detection paper on AMD MI300X and measured its core mechanism: the "dynamic" router outputs near-uniform weights for every image (entropy 0.9998/1.0). It costs +41% latency for no mAP gain.We reproduced a 2025 adverse-weather detection paper on AMD MI300X and measured its core mechanism: the "dynamic" router outputs near-uniform weights for every image (entropy 0.9998/1.0). It costs +41% latency for no mAP gain. We reproduced a 2025 adverse-weather detection paper on AMD MI300X and measured its core mechanism: the "dynamic" router outputs near-uniform weights for every image (entropy 0.9998/1.0). It costs +41% latency for no mAP gain. We reproduced a 2025 adverse-weather detection paper on AMD MI300X and measured its core mechanism: the "dynamic" router outputs near-uniform weights for every image (entropy 0.9998/1.0). It costs +41% latency for no mAP gain.
Category tags:.png&w=96&q=75){kind=small}
For Innovators & Creators