eric-haibin-lin commented on a change in pull request #15124: [MXNET-1294] 
Priority-based parameter propagation for improved data parallel training 
throughput
URL: https://github.com/apache/incubator-mxnet/pull/15124#discussion_r368814411
 
 

 ##########
 File path: python/mxnet/kvstore/kvstore.py
 ##########
 @@ -104,8 +104,22 @@ def broadcast(self, key, value, out, priority=0):
         [ 2.  2.  2.]]
 
         """
-        self.init(key, value)
-        self.pull(key, out=out, priority=priority)
+        cvkeys, cvals, use_str_keys = _ctype_key_value(key, value)
+        if out is not None:
+            cokeys, couts, _ = _ctype_key_value(key, out)
+        else:
+            cokeys = cvkeys
+            couts = cvals
+
+        if use_str_keys:
+            check_call(_LIB.MXKVStoreBroadcastEx(
+                self.handle, mx_uint(len(cvkeys)), cvkeys, 
mx_uint(len(cokeys)), cokeys,
+                cvals, couts, ctypes.c_int(priority)))
+        else:
+            check_call(_LIB.MXKVStoreBroadcast(
+                self.handle, mx_uint(len(cvkeys)), cvkeys, 
mx_uint(len(cokeys)), cokeys,
+                cvals, couts, ctypes.c_int(priority)))
+
 
 
 Review comment:
   Shall we also add tests to 
https://github.com/apache/incubator-mxnet/blob/d9291e5ae0b3f757e781bf457bdff8b6a61b8c8d/ci/docker/runtime_functions.sh#L1373
 

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