Table 3.
E(3, 64) | E(8, 512) | VA(3, 64) | VA(8, 512) | VAE(3, 64) | VAE(8, 512) | VAE(9, 1024) | VAE(9, 2048) | VAE(10, 1024) |
---|---|---|---|---|---|---|---|---|
32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU | 32, ReLU |
64, ReLU | 64, ReLU | 64, ReLU | 64, ReLU | 64, ReLU | 64, ReLU | 64, ReLU | 128, ReLU | 64, ReLU |
32, ReLU | 128, ReLU | 32, ReLU | 128, ReLU | 32, ReLU | 128, ReLU | 128, ReLU | 512, ReLU | 128, ReLU |
256, ReLU | 256, ReLU | 256, ReLU | 256, ReLU | 1024, ReLU | 512, ReLU | |||
512, ReLU | 512, ReLU | 512, ReLU | 512, ReLU | 2048, ReLU | 512, ReLU | |||
256, ReLU | 256, ReLU | 256, ReLU | 1024, ReLU | 2048, ReLU | 1024, ReLU | |||
64, ReLU | 64, ReLU | 64, ReLU | 256, ReLU | 256, ReLU | 1024, ReLU | |||
32, ReLU | 32, ReLU | 32, ReLU | 64, ReLU | 128, ReLU | 256, ReLU | |||
32, ReLU | 32, ReLU | 64, ReLU | ||||||
32, ReLU | ||||||||
8, softmax. |
Note: A column describe the information of each model and shows the number of units and activation function; the last row means the output layer that all have in common.