Table 1.
Type | # Filters | Stride | Activation | Rate |
---|---|---|---|---|
Convolution | 32 | 3×3 | ReLU | |
Max Pooling | 2×2 | |||
Convolution | 64 | 3×3 | ReLU | |
Max Pooling | 2×2 | |||
Convolution | 64 | 3×3 | ReLU | |
Max Pooling | 2×2 | |||
Convolution | 128 | 3×3 | ReLU | |
Convolution | 256 | 3×3 | ReLU | |
Fully Connected | 512 | ReLU | ||
Dropout | 0.5 | |||
Fully Connected | 512 | ReLU | ||
Dropout | 0.5 | |||
Fully Connected | 1 | tanh |