| import network | |
| class ModuleTypeIa3(network.ModuleType): | |
| def create_module(self, net: network.Network, weights: network.NetworkWeights): | |
| if all(x in weights.w for x in ["weight"]): | |
| return NetworkModuleIa3(net, weights) | |
| return None | |
| class NetworkModuleIa3(network.NetworkModule): | |
| def __init__(self, net: network.Network, weights: network.NetworkWeights): | |
| super().__init__(net, weights) | |
| self.w = weights.w["weight"] | |
| self.on_input = weights.w["on_input"].item() | |
| def calc_updown(self, orig_weight): | |
| w = self.w.to(orig_weight.device) | |
| output_shape = [w.size(0), orig_weight.size(1)] | |
| if self.on_input: | |
| output_shape.reverse() | |
| else: | |
| w = w.reshape(-1, 1) | |
| updown = orig_weight * w | |
| return self.finalize_updown(updown, orig_weight, output_shape) | |