[TFLite][Frontend] Support quantized LESS

python/tvm/relay/frontend/tflite.py

@@ -1484,9 +1484,7 @@ def convert_greater_equal(self, op):
 
     def convert_less(self, op):
         """Convert TFLite LESS"""
-        if self.is_quantized(op):
-            raise tvm.error.OpNotImplemented("TFlite quantized LESS operator is not supported yet.")
-        return self._convert_elemwise(_op.less, op)
+        return self._convert_elemwise(_op.less, op, self.is_quantized(op), comparison_op=True)
 
     def convert_less_equal(self, op):
         """Convert TFLite LESS_EQUAL"""

tests/python/frontend/tflite/test_forward.py

@@ -2682,9 +2682,17 @@ def _test_greater_equal(data):
 # ----
 
 
-def _test_less(data):
+def _test_less(data, fused_activation_function=None, quantized=False, qnn_op=None):
     """One iteration of less"""
-    return _test_elemwise(math_ops.less, data)
+    return _test_elemwise(
+        math_ops.less,
+        data,
+        fused_activation_function,
+        quantized,
+        qnn_op,
+        same_qnn_params=True,
+        comparison_op=True,
+    )
 
 
 #######################################################################
@@ -2823,6 +2831,7 @@ def _test_elemwise_qnn_out_range(qnn_op):
         _test_greater: (-150, 150),
         _test_squared_difference: (0, 65025),
         _test_floor_divide: (-150, 150),
+        _test_less: (-150, 150),
         _test_floor_mod: (-150, 150),
     }
 
@@ -2859,6 +2868,7 @@ def test_all_elemwise():
     _test_forward_elemwise_quantized(_test_squared_difference, np.int8)
     _test_forward_elemwise(_test_greater_equal)
     _test_forward_elemwise(_test_less)
+    _test_forward_elemwise_quantized(_test_less)
     _test_forward_elemwise(_test_less_equal)
     _test_forward_elemwise(_test_equal)
     _test_forward_elemwise_quantized(_test_equal)