Debugging

lib/models/generators/cnn.py

@@ -0,0 +1,43 @@
+from dataset.dataset import TrajPairData
+from lib.modules.blocks import ConvModule
+from lib.modules.utils import LightningBaseModule
+
+
+class CNNRouteGeneratorModel(LightningBaseModule):
+
+    name = 'CNNRouteGenerator'
+
+    def configure_optimizers(self):
+        pass
+
+    def validation_step(self, *args, **kwargs):
+        pass
+
+    def validation_end(self, outputs):
+        pass
+
+    def training_step(self, batch_xy, batch_nb, *args, **kwargs):
+        pass
+
+    def test_step(self, *args, **kwargs):
+        pass
+
+    def __init__(self, *params):
+        super(CNNRouteGeneratorModel, self).__init__(*params)
+
+        # Dataset
+        self.dataset = TrajPairData(self.hparams.data_param.data_root)
+
+        # Additional Attributes
+        self.in_shape = self.dataset.map_shapes_max
+
+        # NN Nodes
+
+
+        self.conv2 = ConvModule(self.conv1.shape, conv_kernel=3, conv_stride=1, conv_padding=0,
+                                conv_filters=self.hparams.model_param.filters[0])
+        self.conv3 = ConvModule(self.conv2.shape, conv_kernel=3, conv_stride=1, conv_padding=0,
+                                conv_filters=self.hparams.model_param.filters[0])
+
+    def forward(self, x):
+        pass