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DatasetOptimizerArchitecture
MNISTAdamInput CNN28×28×1 Conv5×5×16,5×5×32
StickmenAdamInput CNN(same padding,strides= 2,ReLu activation), fully connected, softmax layer 64×64×1 Conv5×5×16,5×5×32,5×5×64,5×5×128
CelebA (all experimentsAdamInput CNN(same padding,strides = 2, leaky ReLu activation), fully connected, softmax layer 64×48×3 Conv5×5×16,5×5×32,5×5×64,5×5×128
using CelebA) AwA2AdamInput(same padding,strides = 2,leaky ReLu activation), fully connected, softmax layer
CNN32 ×32×3 Conv5×5×16,5×5×32,5×5×64,5×5×128 (same padding,strides = 2,leaky ReLu activation), fully connected, softmax layer
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