anirudh2290 commented on a change in pull request #15245: FP16 Support for C 
Predict API
URL: https://github.com/apache/incubator-mxnet/pull/15245#discussion_r300810482
 
 

 ##########
 File path: amalgamation/python/mxnet_predict.py
 ##########
 @@ -133,15 +199,38 @@ def __init__(self, symbol_file,
         handle = PredictorHandle()
         param_raw_bytes = bytearray(param_raw_bytes)
         ptr = (ctypes.c_char * 
len(param_raw_bytes)).from_buffer(param_raw_bytes)
-        _check_call(_LIB.MXPredCreate(
+
+        # data types
+        num_provided_arg_types = 0
+        # provided type argument names
+        provided_arg_type_names = ctypes.POINTER(ctypes.c_char_p)()
+        # provided types
+        provided_arg_type_data = ctypes.POINTER(mx_uint)()
+        if type_dict is not None:
+            provided_arg_type_names = []
+            provided_arg_type_data = []
+            for k, v in type_dict.items():
+                v = np.dtype(v).type
+                if v in _DTYPE_NP_TO_MX:
+                    provided_arg_type_names.append(k)
 
 Review comment:
   i think the issue is unrelated and limited to module API implementation in 
python frontend.. i think passing the map this way should be fine.

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