For the U.S., the stakes of this transition are uniquely high. As a primary hub for the global AI infrastructure boom, the U.S. is poised to capture a significant portion of the projected $3 trillion in data-center-related investments over the next five years, as projected by Moody’s. However, this leadership comes with a steep entry fee: massive demands on power grids and digital connectivity that require enormous spending before productivity gains ever hit the bottom line.
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如果不确定用哪个激活函数,隐藏层可以先用 ReLU,输出层按任务选择;训练中注意梯度情况,如果梯度消失或爆炸,再考虑替换或调整激活函数。