当将 DNI 用在展开了 8 步的 RNN 上时(蓝色实线),该 RNN 能够实现 40 步模型那样的长期依赖(long term dependency),但训练速度却达到了它的两倍(在常规的带有单个 GPU 的桌面机器上,但数据时间和实际时间上都更快)。
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And typically they are adverse to contracting out the development to third parties because they want to avoid long term dependency and costs.
并且他们一般不愿意外包给第三方开发,因为他们那想避免长期的依赖和费用。
In the long term, the dependency goes away; in the short term, the code migration occurs more quickly.
从长期来看,依赖已经不存在了;从短期来看,代码移植更加迅速。
This behavior can have negative consequences in the long term, as the volume or quantity of alcohol consumed is associated with a higher risk of developing a dependency in the future.
这种饮酒的行为将在长期内产生消极结果,饮酒的数量多少将会与未来产生酒精依赖的风险有很大关系。
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