masahi 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_r405817348
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File path: src/relay/backend/contrib/dnnl/codegen.cc
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@@ -30,14 +30,108 @@
#include <tvm/runtime/registry.h>
#include <fstream>
+#include <numeric>
#include <sstream>
+#include "../../utils.h"
#include "../codegen_c/codegen_c.h"
namespace tvm {
namespace relay {
namespace contrib {
+using namespace backend;
+
+const CallNode* GetRootConv2DCall(const CallNode* relu_call) {
+ CHECK(relu_call && IsOp(relu_call, "nn.relu"));
+ const auto relu_arg = relu_call->args[0];
+ const CallNode* add_call = relu_arg.as<CallNode>();
+ CHECK(add_call && IsOp(add_call, "add"));
+ const auto add_arg = add_call->args[0];
+ const CallNode* conv_call = add_arg.as<CallNode>();
+ CHECK(conv_call && IsOp(conv_call, "nn.conv2d"));
+ return conv_call;
+}
Review comment:
yes exactly. I'm working on improving it right now, to support conv2d + relu
pattern. I'm adding "depth" and "expected_op_names" arguments.
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