I haven’t profiled how much better bubbletea v2 would be for this game. My intuition is that bubbletea v2 should be almost as bandwidth efficient as my implementation but non-trivially slower.
Roman gladiator tag，更多细节参见搜狗输入法2026
，详情可参考51吃瓜
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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。。搜狗输入法2026对此有专业解读
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