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Detailed architecture for the discriminator.
| Layers | Type | Filter Size | Output Dimension | Activation | Note |
|---|---|---|---|---|---|
| Input | (3,64,64) | ||||
| Convolution | 1 | 3 × 3 | (128,32,32) | Leaky ReLU | Dropout rate = 0.25 Momentum = 0.8 |
| Dropout | (128,32,32) | ||||
| Convolution | 2 | 3 × 3 | (256,16,16) | Leaky ReLU | |
| Dropout | (256,16,16) | ||||
| Batch norm | (256,16,16) | ||||
| Convolution | 3 | 3 × 3 | (512,8,8) | Leaky ReLU | |
| Dropout | (512,8,8) | ||||
| Batch norm | (512,8,8) | ||||
| Convolution | 4 | 3 × 3 | (1024,4,4) | Leaky ReLU | |
| Dropout | (1024,4,4) | ||||
| Flatten | (16384) | ||||
| Output | 5 | (1) | Sigmoid |
