It depends. ADAM updates any parameter with an individual learning rate. This means that every parameter in the network has a specific ... ... <看更多>

The learning rate decay in the Adam is the same as that in RSMProp(as you can see from this answer), and that is kind of mostly based on the magnitude of the ... ... <看更多>

Higher learning rates will decay the loss faster, but they get stuck at ... Adam. Adam is a recently proposed update that looks a bit like RMSProp with ... ... <看更多>

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However, in this implementation, learning rate decay is not used, ... the code to change the learning rate schedule using Adam method. ... <看更多>

You may need to use a lower weight decay than you are accustomed to. Often 0. You should do a full learning rate sweep as the optimal learning ... ... <看更多>