Limited Bandwidth of Interconnects
The limited bandwidth of interconnects is a significant bottleneck in AI training. As AI models become increasingly complex, they require more data to be processed and transmitted between GPUs and other chips. However, the interconnects can only handle a certain amount of data per second, which limits the overall performance of the AI training process.