diff --git a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_dynamic_to_static_dim_pass.cc b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_dynamic_to_static_dim_pass.cc
index d1550a2bdf257..72219287fe3e3 100644
--- a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_dynamic_to_static_dim_pass.cc
+++ b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_dynamic_to_static_dim_pass.cc
@@ -181,10 +181,23 @@ class DynamicToStaticConverter {
     CHECK(shape_analysis_->HasShapeOrDataForValue(value));
     const auto& origin_shape = GetOriginValueShape(value);
     const auto& target_shape = GetTargetValueShape(value);
-    CHECK_EQ(origin_shape.size(), target_shape.size());
+    PADDLE_ENFORCE_EQ(
+        origin_shape.size(),
+        target_shape.size(),
+        phi::errors::InvalidArgument(
+            "The size of origin shape and target shape is not equal,"
+            "where the size of origin shape:%d but the size of target "
+            "shape:%d.",
+            origin_shape.size(),
+            target_shape.size()));
     for (std::size_t i = 0; i < origin_shape.size(); ++i) {
       if (origin_shape.at(i) == -1) {
-        CHECK_GT(target_shape.at(i), 0);
+        PADDLE_ENFORCE_GT(target_shape.at(i),
+                          0,
+                          phi::errors::InvalidArgument(
+                              "The size of target shape is incorrect."
+                              "Expected size is larger than 0, but receive %d.",
+                              target_shape.at(i)));
         update = true;
       } else {
         CHECK(origin_shape.at(i) == target_shape.at(i));
diff --git a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_static_dim_to_dynamic_pass.cc b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_static_dim_to_dynamic_pass.cc
index e67cb5aacabfa..e20cab270cdd3 100644
--- a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_static_dim_to_dynamic_pass.cc
+++ b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/convert_static_dim_to_dynamic_pass.cc
@@ -154,7 +154,15 @@ struct StaticDimToDynamicConverter {
       const auto& origin_shape = GetOriginValueShape(value);
       const auto& target_shape = GetTargetValueShape(
           shape_analysis->GetShapeOrDataForValue(value).shape());
-      CHECK_EQ(origin_shape.size(), target_shape.size());
+      PADDLE_ENFORCE_EQ(
+          origin_shape.size(),
+          target_shape.size(),
+          phi::errors::InvalidArgument(
+              "The size of origin shape and target shape is not equal,"
+              "where the size of origin shape:%d but the size of target "
+              "shape:%d.",
+              origin_shape.size(),
+              target_shape.size()));
       const auto& origin_type = value.type().dyn_cast<::pir::DenseTensorType>();
       pir::DenseTensorType target_type =
           pir::DenseTensorType::get(pir::IrContext::Instance(),
diff --git a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/group_with_group_merge_pass.cc b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/group_with_group_merge_pass.cc
index 79b8a70d28acc..1b0519938c933 100644
--- a/paddle/cinn/hlir/dialect/operator/transforms/group_merge/group_with_group_merge_pass.cc
+++ b/paddle/cinn/hlir/dialect/operator/transforms/group_merge/group_with_group_merge_pass.cc
@@ -1941,7 +1941,14 @@ class GeneralFusionMergePassHelper {
         }
       }
 
-      CHECK_GE(producer->consumer_groups().size(), candidates.size());
+      PADDLE_ENFORCE_GE(
+          producer->consumer_groups().size(),
+          candidates.size(),
+          phi::errors::InvalidArgument(
+              "The size of producer consumer groups is incorrect."
+              "Expected size is greater than or equal to %d, but receive %d.",
+              candidates.size(),
+              producer->consumer_groups().size()));
       if (producer->consumer_groups().size() == 0 && candidates.size() == 0 &&
           output_ops_set_.count(producer->CollectOps()[0]) == 0) {
         producer->belong_groups.insert(*fusionable_consumers->begin());
@@ -2204,8 +2211,24 @@ class GeneralFusionMergePassHelper {
         CHECK(consumer->belong_groups.size());
         consumers.insert(*consumer->belong_groups.begin());
       }
-      CHECK_EQ(group->producer_groups().size(), producers.size());
-      CHECK_EQ(group->consumer_groups().size(), consumers.size());
+      PADDLE_ENFORCE_EQ(
+          group->producer_groups().size(),
+          producers.size(),
+          phi::errors::InvalidArgument(
+              "The size of group's producer groups and producers is not equal,"
+              "where the size of group's producer groups:%d but the size of "
+              "producers:%d.",
+              group->producer_groups().size(),
+              producers.size()));
+      PADDLE_ENFORCE_EQ(
+          group->consumer_groups().size(),
+          consumers.size(),
+          phi::errors::InvalidArgument(
+              "The size of group's consumer groups and consumers is not equal,"
+              "where the size of group's consumer groups:%d but the size of "
+              "consumers:%d.",
+              group->consumer_groups().size(),
+              consumers.size()));
       (*group->mut_producer_groups()) = producers;
       (*group->mut_consumer_groups()) = consumers;
     }
diff --git a/paddle/cinn/hlir/dialect/operator/transforms/lowering_pass/broadcast_with_cf.cc b/paddle/cinn/hlir/dialect/operator/transforms/lowering_pass/broadcast_with_cf.cc
index 7068221d77fe5..c9ea6732fb072 100644
--- a/paddle/cinn/hlir/dialect/operator/transforms/lowering_pass/broadcast_with_cf.cc
+++ b/paddle/cinn/hlir/dialect/operator/transforms/lowering_pass/broadcast_with_cf.cc
@@ -134,7 +134,9 @@ bool EraseOneExpand(
     if (!SameInputOutputShape(expand, ShapeOrDataDimExprs4Value)) continue;
     auto generate_shape_op =
         expand.shape().defining_op<cinn::dialect::GenerateShapeOp>();
-    CHECK_NOTNULL(generate_shape_op);
+    PADDLE_ENFORCE_NOT_NULL(generate_shape_op,
+                            phi::errors::PreconditionNotMet(
+                                "The generate shape op must not be null."));
     rewriter.ReplaceAllUsesWith(expand.out(), expand.x());
     rewriter.EraseOp(expand);
     if (generate_shape_op->use_empty()) {
@@ -280,7 +282,15 @@ void SetLeafBlockByGroupView(
   }
 
   auto new_group = CloneGroup(origin_group, block, &ir_mapping);
-  CHECK_EQ(origin_group->ops().size(), new_group->ops().size());
+  PADDLE_ENFORCE_EQ(
+      origin_group->ops().size(),
+      new_group->ops().size(),
+      phi::errors::InvalidArgument(
+          "The size of origin group ops and new group ops is not equal,"
+          "where the size of origin group ops:%d but the size of new group "
+          "ops:%d.",
+          origin_group->ops().size(),
+          new_group->ops().size()));
   UpdateGroupShapeExprs(new_group,
                         origin_group,
                         ir_mapping,
diff --git a/paddle/cinn/hlir/dialect/operator/transforms/split_generate_shape_into_shape_ops_pass.cc b/paddle/cinn/hlir/dialect/operator/transforms/split_generate_shape_into_shape_ops_pass.cc
index 19e7f5060eb96..696449b471b3d 100644
--- a/paddle/cinn/hlir/dialect/operator/transforms/split_generate_shape_into_shape_ops_pass.cc
+++ b/paddle/cinn/hlir/dialect/operator/transforms/split_generate_shape_into_shape_ops_pass.cc
@@ -143,7 +143,12 @@ struct CachedDimExprToValueConverter {
 
   pir::Value ConvertToValueImpl(const symbol::Add<symbol::DimExpr>& dim_expr) {
     const auto& [operands] = dim_expr;
-    CHECK_GT(operands->size(), 0);
+    PADDLE_ENFORCE_GT(operands->size(),
+                      0,
+                      phi::errors::InvalidArgument(
+                          "The size of operands is incorrect."
+                          "Expected size is larger than 0, but receive %d.",
+                          operands->size()));
     pir::Value acc = ConvertToValue(operands->at(0));
     for (int i = 1; i < operands->size(); ++i) {
       if (operands->at(i).isa<symbol::Negative<symbol::DimExpr>>()) {
@@ -162,7 +167,12 @@ struct CachedDimExprToValueConverter {
 
   pir::Value ConvertToValueImpl(const symbol::Mul<symbol::DimExpr>& dim_expr) {
     const auto& [operands] = dim_expr;
-    CHECK_GT(operands->size(), 0);
+    PADDLE_ENFORCE_GT(operands->size(),
+                      0,
+                      phi::errors::InvalidArgument(
+                          "The size of operands is incorrect."
+                          "Expected size is larger than 0, but receive %d.",
+                          operands->size()));
     pir::Value prod = ConvertToValue(operands->at(0));
     for (int i = 1; i < operands->size(); ++i) {
       if (operands->at(i).isa<symbol::Reciprocal<symbol::DimExpr>>()) {
@@ -182,7 +192,12 @@ struct CachedDimExprToValueConverter {
 
   pir::Value ConvertToValueImpl(const symbol::Max<symbol::DimExpr>& dim_expr) {
     const auto& [operands] = dim_expr;
-    CHECK_GT(operands->size(), 0);
+    PADDLE_ENFORCE_GT(operands->size(),
+                      0,
+                      phi::errors::InvalidArgument(
+                          "The size of operands is incorrect."
+                          "Expected size is larger than 0, but receive %d.",
+                          operands->size()));
     pir::Value max = ConvertToValue(operands->at(0));
     for (int i = 1; i < operands->size(); ++i) {
       pir::Value operand_value = ConvertToValue(operands->at(i));
@@ -193,7 +208,12 @@ struct CachedDimExprToValueConverter {
 
   pir::Value ConvertToValueImpl(const symbol::Min<symbol::DimExpr>& dim_expr) {
     const auto& [operands] = dim_expr;
-    CHECK_GT(operands->size(), 0);
+    PADDLE_ENFORCE_GT(operands->size(),
+                      0,
+                      phi::errors::InvalidArgument(
+                          "The size of operands is incorrect."
+                          "Expected size is larger than 0, but receive %d.",
+                          operands->size()));
     pir::Value min = ConvertToValue(operands->at(0));
     for (int i = 1; i < operands->size(); ++i) {
       pir::Value operand_value = ConvertToValue(operands->at(i));
@@ -205,7 +225,12 @@ struct CachedDimExprToValueConverter {
   pir::Value ConvertToValueImpl(
       const symbol::Broadcast<symbol::DimExpr>& dim_expr) {
     const auto& [operands] = dim_expr;
-    CHECK_GT(operands->size(), 0);
+    PADDLE_ENFORCE_GT(operands->size(),
+                      0,
+                      phi::errors::InvalidArgument(
+                          "The size of operands is incorrect."
+                          "Expected size is larger than 0, but receive %d.",
+                          operands->size()));
     pir::Value broadcasted = ConvertToValue(operands->at(0));
     for (int i = 1; i < operands->size(); ++i) {
       pir::Value operand_value = ConvertToValue(operands->at(i));