gen_wind_5x_1x_6f.json

{
  "hidden_layers": [
      {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
      {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
      {"class": "Cropping2D", "cropping": 2},
      {"alpha": 0.2, "class": "LeakyReLU"},

      {"class": "SkipConnection", "name": "big_skip_1"},

      {"n": 8, "repeat": [
          {"class": "SkipConnection", "name": "small_skip_1"},
          {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
          {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
          {"class": "Cropping2D", "cropping": 2},
          {"alpha": 0.2, "class": "LeakyReLU"},
          {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
          {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
          {"class": "Cropping2D", "cropping": 2},
          {"class": "SkipConnection", "name": "small_skip_1"}
        ]
      },

      {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
      {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
      {"class": "Cropping2D", "cropping": 2},
      {"class": "SkipConnection", "name": "big_skip_1"},

      {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
      {"class": "Conv2D", "filters": 1600, "kernel_size": 3, "strides": 1},
      {"class": "Cropping2D", "cropping": 2},
      {"class": "SpatialExpansion", "spatial_mult": 5},
      {"alpha": 0.2, "class": "LeakyReLU"},

      {"class": "Sup3rConcat"},
      {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
      {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
      {"class": "Cropping2D", "cropping": 2},
      {"alpha": 0.2, "class": "LeakyReLU"},

      {"class": "SkipConnection", "name": "big_skip_2"},

      {"n": 8, "repeat": [
          {"class": "SkipConnection", "name": "small_skip_2"},
          {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
          {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
          {"class": "Cropping2D", "cropping": 2},
          {"alpha": 0.2, "class": "LeakyReLU"},
          {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
          {"class": "Conv2D", "filters": 64, "kernel_size": 3, "strides": 1},
          {"class": "Cropping2D", "cropping": 2},
          {"class": "SkipConnection", "name": "small_skip_2"}
        ]
      },
      {"class": "SkipConnection", "name": "big_skip_2"},

      {"class": "FlexiblePadding", "paddings": [[0,0], [3,3], [3,3], [0,0]], "mode": "REFLECT"},
      {"class": "Conv2D", "filters": 6, "kernel_size": 3, "strides": 1},
      {"class": "Cropping2D", "cropping": 2}
    ]
}