alexbooth commented on a change in pull request #5272: [BYOC] Add example of
Composite + Annotate for DNNL fused op
URL: https://github.com/apache/incubator-tvm/pull/5272#discussion_r405858985
##########
File path: src/relay/backend/utils.h
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@@ -152,8 +152,35 @@ inline bool IsOp(const CallNode* call, const std::string&
op_name) {
Op op = GetRef<Op>(op_node);
return op == Op::Get(op_name);
}
+
+/*!
+ * \brief Retrieve the "root" conv2d op nested inside a fused call, such as
conv2d + relu.
+ * \param call A Relay call node. Typically nn.relu when called the first time.
+ * \param depth The number of calls before conv2d call, counting from
current_call.
+ * \param expected_op_names The names of ops in this fused call. Example:
{"nn.conv2d", "add",
+ * "nn.relu"}
+ * \return conv2d op at the root
+ */
+
+inline const CallNode* GetRootConv2DCall(const CallNode* current_call, int
depth,
+ const std::vector<std::string>&
expected_op_names) {
+ CHECK(current_call && depth >= 0);
+
+ if (depth == 0) {
+ CHECK(IsOp(current_call, "nn.conv2d"));
+ return current_call;
+ }
+
+ CHECK(depth < expected_op_names.size() && IsOp(current_call,
expected_op_names[depth]));
+ CHECK_GT(current_call->args.size(), 0);
+
+ const auto* next_call = current_call->args[0].as<CallNode>();
+ return GetRootConv2DCall(next_call, depth - 1, expected_op_names);
+}
Review comment:
Great! Yes this will work for majority of my use cases. If there is an
easier way to find a composite function's root call, maybe someone else can
comment.
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