Init layer parameters.
(net)
| 32 | return mean, std |
| 33 | |
| 34 | def init_params(net): |
| 35 | '''Init layer parameters.''' |
| 36 | for m in net.modules(): |
| 37 | if isinstance(m, nn.Conv2d): |
| 38 | init.kaiming_normal(m.weight, mode='fan_out') |
| 39 | if m.bias: |
| 40 | init.constant(m.bias, 0) |
| 41 | elif isinstance(m, nn.BatchNorm2d): |
| 42 | init.constant(m.weight, 1) |
| 43 | init.constant(m.bias, 0) |
| 44 | elif isinstance(m, nn.Linear): |
| 45 | init.normal(m.weight, std=1e-3) |
| 46 | if m.bias: |
| 47 | init.constant(m.bias, 0) |
| 48 | |
| 49 | def mkdir_p(path): |
| 50 | '''make dir if not exist''' |
nothing calls this directly
no outgoing calls
no test coverage detected