| 215 | |
| 216 | class PNet(Network): |
| 217 | def setup(self): |
| 218 | (self.feed('data') #pylint: disable=no-value-for-parameter, no-member |
| 219 | .conv(3, 3, 10, 1, 1, padding='VALID', relu=False, name='conv1') |
| 220 | .prelu(name='PReLU1') |
| 221 | .max_pool(2, 2, 2, 2, name='pool1') |
| 222 | .conv(3, 3, 16, 1, 1, padding='VALID', relu=False, name='conv2') |
| 223 | .prelu(name='PReLU2') |
| 224 | .conv(3, 3, 32, 1, 1, padding='VALID', relu=False, name='conv3') |
| 225 | .prelu(name='PReLU3') |
| 226 | .conv(1, 1, 2, 1, 1, relu=False, name='conv4-1') |
| 227 | .softmax(3,name='prob1')) |
| 228 | |
| 229 | (self.feed('PReLU3') #pylint: disable=no-value-for-parameter |
| 230 | .conv(1, 1, 4, 1, 1, relu=False, name='conv4-2')) |
| 231 | |
| 232 | class RNet(Network): |
| 233 | def setup(self): |