diff --git a/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc b/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
index 96c5546d21208b2708774a78bb7fe693b9a440a5..c2ee2fc6b32e797c63e0ced08caf346fa6ac221d 100644
--- a/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
@@ -327,9 +327,8 @@ void QuantDequantFusePass::ApplyImpl(ir::Graph* graph) const {
 
 REGISTER_PASS(quant_conv2d_dequant_fuse_pass,
               paddle::framework::ir::QuantDequantFusePass);
-REGISTER_PASS_CAPABILITY(quant_conv2d_dequant_fuse_pass);
 
-REGISTER_PASS_CAPABILITY(tensorrt_subgraph_pass)
+REGISTER_PASS_CAPABILITY(quant_conv2d_dequant_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
             .LE("conv2d", 1)
@@ -338,5 +337,5 @@ REGISTER_PASS_CAPABILITY(tensorrt_subgraph_pass)
             .EQ("fake_quantize_abs_max", 0)
             .EQ("fake_quantize_range_abs_max", 0)
             .EQ("fake_quantize_moving_average_abs_max", 0)
-            .EQ("fake_channel_wise_quantize_abs_max", 0)
+            .LE("fake_channel_wise_quantize_abs_max", 1)
             .EQ("fake_dequantize_max_abs", 0));
diff --git a/paddle/fluid/framework/op_version_registry.h b/paddle/fluid/framework/op_version_registry.h
index 125346cb22789fd194ce2846f026702a723b4999..d8321939f6c61d55c68055dc0d03fa0153489379 100644
--- a/paddle/fluid/framework/op_version_registry.h
+++ b/paddle/fluid/framework/op_version_registry.h
@@ -240,7 +240,13 @@ class OpVersionComparator {
       if (OpVersionRegistrar::GetInstance().Has(op_name_)) {                 \
         version_id = OpVersionRegistrar::GetInstance().version_id(op_name_); \
       }                                                                      \
-      return version_id cmp_math target_version_;                            \
+      bool check_ok = version_id cmp_math target_version_;                   \
+      if (!check_ok) {                                                       \
+        LOG(WARNING) << "Check op version in pass failed. op name:"          \
+                     << op_name_.c_str() << " op_version:" << version_id     \
+                     << "  target_version:" << target_version_;              \
+      }                                                                      \
+      return check_ok;                                                       \
     }                                                                        \
     virtual ~OpVersion##cmp_name##Comparator() {}                            \
                                                                              \
@@ -326,6 +332,11 @@ class PassVersionCheckerRegistrar {
     return instance;
   }
   PassVersionCheckers& Register(const std::string& pass_name) {
+    PADDLE_ENFORCE_EQ(pass_version_checkers_map_.find(pass_name),
+                      pass_version_checkers_map_.end(),
+                      platform::errors::AlreadyExists(
+                          "PassVersionCheckers(%s) has alredy been registered.",
+                          pass_name.c_str()));
     return pass_version_checkers_map_[pass_name];
   }
   bool IsPassCompatible(const std::string& fuse_pass_name) const {