diff --git a/src/meta_schedule/database/json_database.cc b/src/meta_schedule/database/json_database.cc
index 10ff89a7ce18..3e08cec95de3 100644
--- a/src/meta_schedule/database/json_database.cc
+++ b/src/meta_schedule/database/json_database.cc
@@ -172,9 +172,13 @@ Database Database::JSONDatabase(String path_workload, String path_tuning_record,
     for (int i = 0; i < n_objs; ++i) {
       Workload workload = Workload::FromJSON(json_objs[i]);
       auto recalc_hash = n->GetModuleEquality().Hash(workload->mod);
-      CHECK_EQ(recalc_hash, workload->shash)
-          << "ValueError: Module hash changed. Given: " << workload->shash
-          << "; Recalculated: " << recalc_hash;
+      // Todo(tvm-team): re-enable the shash check when we get environment
+      // independent structural hash values.
+      if (recalc_hash != workload->shash) {
+        ObjectPtr<WorkloadNode> wkl = make_object<WorkloadNode>(*workload.get());
+        wkl->shash = recalc_hash;
+        workload = Workload(wkl);
+      }
       n->workloads2idx_.emplace(workload, i);
       workloads.push_back(workload);
     }