diff --git a/tools/python/transform/transformer.py b/tools/python/transform/transformer.py
index bbc94f5cee0ba9dd609f25e224d8740b2adb0d0d..19a2921c0aeeb4f25b836a067f56db9de99817b0 100644
--- a/tools/python/transform/transformer.py
+++ b/tools/python/transform/transformer.py
@@ -1115,7 +1115,9 @@ class Transformer(base_converter.ConverterInterface):
                 if (op.type == MaceOp.Conv2D.name or
                     op.type == MaceOp.Deconv2D.name or
                     (op.type == MaceOp.DepthwiseConv2d.name and
-                     self._option.device == DeviceType.APU.value)) and\
+                     self._option.device == DeviceType.APU.value) or
+                    (op.type == MaceOp.FullyConnected.name and
+                     len(self._consts[op.input[1]].dims) == 4)) and \
                         op.input[1] not in transposed_filter:
                     filter = self._consts[op.input[1]]
                     filter_data = np.array(filter.float_data).reshape(