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diff --git a/‎paddle/cinn/adt/CMakeLists.txt
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+33-29Lines changed: 33 additions & 29 deletions b/‎paddle/cinn/adt/CMakeLists.txt
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+33-29Lines changed: 33 additions & 29 deletions
diff --git a/‎paddle/cinn/adt/adapter_tensor.cc
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+44Lines changed: 44 additions & 0 deletions b/‎paddle/cinn/adt/adapter_tensor.cc
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+44Lines changed: 44 additions & 0 deletions
diff --git a/‎paddle/cinn/adt/adapter_tensor.h
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+7-38Lines changed: 7 additions & 38 deletions b/‎paddle/cinn/adt/adapter_tensor.h
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+7-38Lines changed: 7 additions & 38 deletions
diff --git a/‎paddle/cinn/adt/equation_value.h
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-5Lines changed: 0 additions & 5 deletions b/‎paddle/cinn/adt/equation_value.h
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-5Lines changed: 0 additions & 5 deletions
@@ -1,35 +1,39 @@
-add_subdirectory(print_utils)
+if(NOT CINN_ONLY)
+  add_subdirectory(print_utils)
 
-core_gather_headers()
+  core_gather_headers()
 
-gather_srcs(
-  cinnapi_src
-  SRCS
-  anchor_sd_equation_context.cc
-  equation_function.cc
-  equation_solver.cc
-  equation_value.cc
-  generate_map_expr.cc
-  get_sub_reshape_dim_ranges.cc
-  igroup.cc
-  index_expr_infer_context.cc
-  kgroup.cc
-  m_ir.cc
-  naive_bidirection_equation_generator.cc
-  naive_op_equation_context.cc
-  partition_op_stmts.cc
-  schedule_descriptor.cc
-  schedule_dim.cc
-  schedule_mesh.cc
-  simplify_value.cc
-  write_broadcast_disabled_bidirection_equation_generator.cc)
+  gather_srcs(
+    cinnapi_src
+    SRCS
+    adapter_tensor.cc
+    anchor_sd_equation_context.cc
+    equation_function.cc
+    equation_solver.cc
+    equation_value.cc
+    generate_map_expr.cc
+    get_sub_reshape_dim_ranges.cc
+    igroup.cc
+    index_expr_infer_context.cc
+    kgroup.cc
+    m_ir.cc
+    naive_bidirection_equation_generator.cc
+    naive_op_equation_context.cc
+    partition_op_stmts.cc
+    schedule_descriptor.cc
+    schedule_dim.cc
+    schedule_mesh.cc
+    simplify_value.cc
+    write_broadcast_disabled_bidirection_equation_generator.cc)
 
-cinn_cc_test(equation_value_match_trait_test SRCS
-             equation_value_match_trait_test.cc DEPS gtest glog)
+  cinn_cc_test(equation_value_match_trait_test SRCS
+               equation_value_match_trait_test.cc DEPS gtest glog)
 
-cinn_cc_test(tree_test SRCS tree_test.cc DEPS gtest glog)
+  cinn_cc_test(tree_test SRCS tree_test.cc DEPS gtest glog)
 
-cinn_cc_test(inline_translator_test SRCS inline_translator_test.cc DEPS
-             cinncore)
+  cinn_cc_test(inline_translator_test SRCS inline_translator_test.cc DEPS
+               cinncore)
 
-message(STATUS "ADT srcs: ${cinnapi_src}")
+  message(STATUS "ADT srcs: ${cinnapi_src}")
+
+endif()
@@ -0,0 +1,44 @@
+// Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include "paddle/cinn/adt/adapter_tensor.h"
+#include "glog/logging.h"
+#include "paddle/cinn/hlir/framework/pir/utils.h"
+
+namespace cinn::adt::adapter {
+
+std::size_t Tensor::GetRank() const {
+  return cinn::hlir::framework::pir::CompatibleInfo::ValueShape(node_data)
+      .size();
+}
+
+std::vector<int32_t> Tensor::GetShape() const {
+  std::vector<int32_t> ret{};
+  for (int dim_size :
+       cinn::hlir::framework::pir::CompatibleInfo::ValueShape(node_data)) {
+    ret.emplace_back(dim_size);
+  }
+  return ret;
+}
+
+std::size_t Tensor::GetNumel() const {
+  std::size_t ret = 1;
+  for (int dim_size :
+       cinn::hlir::framework::pir::CompatibleInfo::ValueShape(node_data)) {
+    ret = ret * dim_size;
+  }
+  return ret;
+}
+
+}  // namespace cinn::adt::adapter
@@ -13,59 +13,28 @@
 // limitations under the License.
 
 #pragma once
-#include "glog/logging.h"
 
 #include "paddle/cinn/adt/adt.h"
-#include "paddle/cinn/hlir/framework/graph.h"
-#include "paddle/cinn/hlir/framework/node.h"
+#include "paddle/pir/core/value.h"
 
 namespace cinn::adt::adapter {
 
 struct Tensor final {
-  const hlir::framework::NodeData* node_data;
-  const hlir::framework::Graph* graph;
+  ::pir::Value node_data;
 
   bool operator==(const Tensor& other) const {
-    return this->node_data == other.node_data && this->graph == other.graph;
+    return this->node_data == other.node_data;
   }
 
-  std::size_t GetRank() const {
-    const auto& shape_dict =
-        graph->GetAttrs<absl::flat_hash_map<std::string, utils::ShapeType>>(
-            "infershape");
-    CHECK(shape_dict.count(node_data->id()))
-        << "Can't find " << node_data->id() << " 's shape!";
-    return shape_dict.at(node_data->id()).size();
-  }
+  std::size_t GetRank() const;
 
-  const std::vector<int32_t>& GetShape() const {
-    const auto& shape_dict =
-        graph->GetAttrs<absl::flat_hash_map<std::string, utils::ShapeType>>(
-            "infershape");
-    CHECK(shape_dict.count(node_data->id()))
-        << "Can't find " << node_data->id() << " 's shape!";
-    return shape_dict.at(node_data->id());
-  }
+  std::vector<int32_t> GetShape() const;
 
-  std::size_t GetNumel() const {
-    const auto& shape_dict =
-        graph->GetAttrs<absl::flat_hash_map<std::string, utils::ShapeType>>(
-            "infershape");
-    CHECK(shape_dict.count(node_data->id()))
-        << "Can't find " << node_data->id() << " 's shape!";
-    std::vector<int32_t> shape = shape_dict.at(node_data->id());
-    std::size_t ret = 1;
-    for (int32_t dim_size : shape) {
-      ret = ret * dim_size;
-    }
-    return ret;
-  }
+  std::size_t GetNumel() const;
 };
 
 inline std::size_t GetHashValueImpl(const Tensor& tensor) {
-  return hash_combine(
-      std::hash<const hlir::framework::NodeData*>()(tensor.node_data),
-      std::hash<const hlir::framework::Graph*>()(tensor.graph));
+  return std::hash<::pir::Value>()(tensor.node_data);
 }
 
 }  // namespace cinn::adt::adapter
@@ -20,11 +20,6 @@
 #include "paddle/cinn/adt/equation.h"
 #include "paddle/cinn/adt/match.h"
 
-namespace cinn::hlir::framework {
-class Node;
-class NodeData;
-}  // namespace cinn::hlir::framework
-
 namespace cinn::adt {
 
 DEFINE_ADT_TAG(tPointer);