kevinthesun commented on a change in pull request #5699:
URL: https://github.com/apache/incubator-tvm/pull/5699#discussion_r436123241
##########
File path: python/tvm/relay/frontend/tensorflow.py
##########
@@ -3194,6 +3191,55 @@ def _convert_operator(self, op_name, inputs, attrs,
raise NotImplementedError("Operator {} not
implemented.".format(op_name))
return sym
+ def _licm_construct(self, loop_name, node_name):
+ """Construct a node by considering whether it is
+ loop invariant with the given while loop. If yes, we
+ generate a loop Variable. Otherwise, return regular
+ converted relay expression.
+
+ Parameters
+ ----------
+ loop_name : str
+ TensorFlow while loop name to be checked.
+
+ node_name : str
+ TensorFlow node name.
+
+ Returns
+ -------
+ out : relay.Expr or relay.Var
+ Converted relay expression or loop var.
+ """
+ actual_expr = self._backtrack_construct(node_name)
+ tn = node_name.split(':').split("^")[-1]
+ node_name = tn[0]
+ cloop_name = find_parent_loop_name(node_name,
self._while_loop_name_set)
+
+ if loop_name in self._while_loop_name_set and not
cloop_name.startswith(loop_name):
Review comment:
I add a fix to do loop var lifting inside while loop construction. This
can at least fix the naming issue for those original tf while loop var nodes.
----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
For queries about this service, please contact Infrastructure at:
[email protected]
