diff --git a/src/meta_schedule/postproc/rewrite_tensorize.cc b/src/meta_schedule/postproc/rewrite_tensorize.cc
index e54d43ff5bb5d..1735ceb10cf44 100644
--- a/src/meta_schedule/postproc/rewrite_tensorize.cc
+++ b/src/meta_schedule/postproc/rewrite_tensorize.cc
@@ -39,7 +39,11 @@ void ApplyTensorization(const tir::Schedule& sch, const String& func_name,
         std::string block_name = block_sref->StmtAs<tir::BlockNode>()->name_hint;
         if (block_name.find("init") == std::string::npos) {
           jobs.emplace_back(block_name, [sch, intrin_name](tir::BlockRV block) {
-            sch->Tensorize(block, intrin_name.value());
+            try {
+              sch->Tensorize(block, intrin_name.value());
+            } catch (const std::exception& e) {
+              LOG(WARNING) << "Tensorize failed with error " << e.what();
+            }
           });
         } else if (vectorize_init_loop) {
           jobs.emplace_back(block_name, [sch](tir::BlockRV block) {