| 41 | } |
| 42 | |
| 43 | LinknetDecoderImpl::LinknetDecoderImpl(std::vector<int> encoder_channels, int prefinal_channels, |
| 44 | int n_blocks, bool use_batchnorm) { |
| 45 | encoder_channels = std::vector<int>(encoder_channels.begin()+1, encoder_channels.end()); |
| 46 | std::reverse(std::begin(encoder_channels), std::end(encoder_channels)); |
| 47 | std::vector<int> channels = encoder_channels; |
| 48 | channels.push_back(prefinal_channels); |
| 49 | for (int i = 0; i < n_blocks; i++) { |
| 50 | blocks->push_back(DecoderBlockLink(channels[i], channels[i + 1], use_batchnorm)); |
| 51 | } |
| 52 | |
| 53 | register_module("blocks", blocks); |
| 54 | } |
| 55 | |
| 56 | torch::Tensor LinknetDecoderImpl::forward(std::vector< torch::Tensor> features) { |
| 57 | features = std::vector<torch::Tensor>(features.begin() + 1, features.end()); |