diff --git a/mace/python/tools/converter_tool/transformer.py b/mace/python/tools/converter_tool/transformer.py
index a1776b2232583a660b304d5d8245d8e1967bc82c..e297590abeedc5f11ad63e9b87065daf17daf7cd 100644
--- a/mace/python/tools/converter_tool/transformer.py
+++ b/mace/python/tools/converter_tool/transformer.py
@@ -700,16 +700,17 @@ class Transformer(base_converter.ConverterInterface):
         return False
 
     def reshape_fc_weight(self):
+        print("Reshape fully connecrted weight shape")
         net = self._model
         for op in net.op:
             if op.type == MaceOp.FullyConnected.name:
                 weight = self._consts[op.input[1]]
-                # NCHW
-                input_shape = list(self._producer[op.input[0]]
-                                   .output_shape[0].dims)
-                weight_shape = [weight.dims[0]] + input_shape[1:]
-                del weight.dims[:]
-                weight.dims.extend(weight_shape)
+                input_op = self._producer[op.input[0]]
+                input_shape = list(input_op.output_shape[0].dims)
+                input_data_format = ConverterUtil.data_format(input_op)
+                weight.dims[:] = [weight.dims[0]] + input_shape[1:]
+                if input_data_format == DataFormat.NHWC:
+                    self.transpose_shape(weight.dims, [0, 3, 1, 2])
 
         return False