| 1 | #include<CNN.h> |
| 2 | |
| 3 | plainCNN::plainCNN(int in_channels, int out_channels){ |
| 4 | conv1 = ConvReluBn(in_channels,mid_channels[0],3); |
| 5 | down1 = ConvReluBn(mid_channels[0],mid_channels[0],3,2); |
| 6 | conv2 = ConvReluBn(mid_channels[0],mid_channels[1],3); |
| 7 | down2 = ConvReluBn(mid_channels[1],mid_channels[1],3,2); |
| 8 | conv3 = ConvReluBn(mid_channels[1],mid_channels[2],3); |
| 9 | down3 = ConvReluBn(mid_channels[2],mid_channels[2],3,2); |
| 10 | out_conv = torch::nn::Conv2d(conv_options(mid_channels[2],out_channels,3)); |
| 11 | |
| 12 | conv1 = register_module("conv1",conv1); |
| 13 | down1 = register_module("down1",down1); |
| 14 | conv2 = register_module("conv2",conv2); |
| 15 | down2 = register_module("down2",down2); |
| 16 | conv3 = register_module("conv3",conv3); |
| 17 | down3 = register_module("down3",down3); |
| 18 | out_conv = register_module("out_conv",out_conv); |
| 19 | } |
| 20 | |
| 21 | torch::Tensor plainCNN::forward(torch::Tensor x){ |
| 22 | x = conv1->forward(x); |
nothing calls this directly
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