'trainingOptions' without 'trainNetwork' in deep learning
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options = trainingOptions("sgdm", Plots="training-progress")
sets training options. This setting works when training is implemented via:
net = trainNetwork(layers,options)
But if training is implemented via the following instead:
for epoch=1:MaxEpochs
...
[net,velocity] = sgdmupdate(net,grad,velocity);
...
end
does 'trainingOptions' still take effect without 'trainNetwork'?
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Walter Roberson
2022-12-3
0 个投票
No. trainNetwork knows to use the options because you pass the options in. sgdmupdate does not permit you to pass in options so there is no way for it to know which option to use.
The options are not stored as part of the network.
2 个评论
feynman feynman
2022-12-3
Walter Roberson
2022-12-3
编辑：Walter Roberson
2022-12-3
sgdmupdate and adamupdate do not have any named options.
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