[Concat] shape and stitching bugfixes

src/finn/custom_op/fpgadataflow/concat.py

@@ -31,6 +31,7 @@ import os
 
 from finn.core.datatype import DataType
 from finn.custom_op.fpgadataflow.hlscustomop import HLSCustomOp
+from finn.util.basic import roundup_to_integer_multiple
 from finn.util.data_packing import npy_to_rtlsim_input, rtlsim_output_to_npy
 
 
@@ -61,7 +62,7 @@ class StreamingConcat(HLSCustomOp):
 
     def get_total_elems(self):
         elems_per_stream = self.get_nodeattr("ElemsPerStream")
-        return np.sum(elems_per_stream)
+        return int(np.sum(elems_per_stream))
 
     def get_normal_input_shape(self, ind=0):
         elems_per_stream = self.get_nodeattr("ElemsPerStream")
@@ -346,6 +347,10 @@ class StreamingConcat(HLSCustomOp):
             "#pragma HLS INTERFACE ap_ctrl_none port=return"
         )
 
+    def get_instream_width_padded(self, ind=0):
+        in_width = self.get_instream_width(ind)
+        return roundup_to_integer_multiple(in_width, 8)
+
     def get_verilog_top_module_intf_names(self):
         intf_names = super().get_verilog_top_module_intf_names()
         n_inputs = self.get_n_inputs()