feat: show pytorch code of unsupported operators

Signed-off-by: lamhoangtung <lamhoangtung.vz@gmail.com>
pytorch · Jul 1, 2021 · 2ee2a84 · 2ee2a84
1 parent bdaacf1
commit 2ee2a84
Show file tree

Hide file tree

Showing 2 changed files with 12 additions and 4 deletions.
diff --git a/core/conversion/conversion.cpp b/core/conversion/conversion.cpp
@@ -428,8 +428,8 @@ std::string ConvertBlockToEngine(const torch::jit::Block* b, ConversionInfo buil
   return engine;
 }
 
-std::set<std::string> GetUnsupportedOpsInBlock(const torch::jit::Block* b) {
-  std::set<std::string> unsupported_ops;
+std::set<std::pair<std::string, std::string>> GetUnsupportedOpsInBlock(const torch::jit::Block* b) {
+  std::set<std::pair<std::string, std::string>> unsupported_ops;
   for (const auto n : b->nodes()) {
     if (n->kind() != torch::jit::prim::Loop && n->kind() != torch::jit::prim::If && !OpSupported(n)) {
       auto schema = n->maybeSchema();
@@ -438,7 +438,9 @@ std::set<std::string> GetUnsupportedOpsInBlock(const torch::jit::Block* b) {
           "Unable to get schema for Node " << util::node_info(n) << " (conversion.VerifyCoverterSupportForBlock)");
       std::stringstream ss;
       ss << *schema;
-      unsupported_ops.insert(ss.str());
+      std::string pytorch_code = trtorch::core::util::GetPyTorchSourceCode(n);
+      auto current_unsupported_op = std::make_pair(ss.str(), pytorch_code);
+      unsupported_ops.insert(current_unsupported_op);
     }
     for (const auto sub_b : n->blocks()) {
       auto sub_b_unsupported_ops = GetUnsupportedOpsInBlock(sub_b);
@@ -480,7 +482,8 @@ bool VerifyConverterSupportForBlock(const torch::jit::Block* b) {
     unsupported_msg << "Method requested cannot be compiled by TRTorch.\nUnsupported operators listed below:"
                     << std::endl;
     for (auto s : unsupported_ops) {
-      unsupported_msg << "  -  " << s << std::endl;
+      unsupported_msg << "  - " << s.first << std::endl;
+      unsupported_msg << "    Related PyTorch code:" << std::endl << s.second << std::endl;
     }
     unsupported_msg << "You can either implement converters for these ops in your application or request implementation"
                     << std::endl;

diff --git a/core/util/jit_util.h b/core/util/jit_util.h
@@ -47,6 +47,11 @@ inline c10::FunctionSchema GenerateGraphSchema(std::string method_name, std::sha
   return c10::FunctionSchema(method_name, method_name, args, returns);
 }
 
+inline std::string GetPyTorchSourceCode(const torch::jit::Node* n) {
+  std::string source_code = n->sourceRange().str();
+  return source_code;
+}
+
 } // namespace util
 } // namespace core
 } // namespace trtorch