Part 2/10:

In high-performance computing scenarios, particularly those involving synchronized training with thousands of Graphics Processing Units (GPUs), significant power fluctuations can occur. Such fluctuations can lead to disturbances in the electrical systems that feed power to these data centers. As described by industry experts, synchronized training operates similar to an orchestra, where GPUs begin and halt their calculations almost simultaneously. This phenomenon can result in power demands shifting anywhere between 10 to 20 megawatts multiple times per second.