diff --git a/paddle/fluid/operators/isclose_op.cc b/paddle/fluid/operators/isclose_op.cc
index 8668de4d3a6288841ad191f3e47b87a76eeb1d63..1c79213757fdfa8d9ef0d7c7ab315d03f94b0c57 100644
--- a/paddle/fluid/operators/isclose_op.cc
+++ b/paddle/fluid/operators/isclose_op.cc
@@ -14,10 +14,13 @@
 
 #include <cmath>
 #include <string>
+
+#include "paddle/fluid/framework/infershape_utils.h"
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/framework/operator.h"
 #include "paddle/fluid/platform/enforce.h"
+#include "paddle/phi/infermeta/binary.h"
 
 namespace paddle {
 namespace operators {
@@ -60,40 +63,6 @@ class IscloseOp : public framework::OperatorWithKernel {
  public:
   using framework::OperatorWithKernel::OperatorWithKernel;
 
-  void InferShape(framework::InferShapeContext* ctx) const override {
-    OP_INOUT_CHECK(ctx->HasInput("Input"), "Input", "Input", "Isclose");
-    OP_INOUT_CHECK(ctx->HasInput("Other"), "Input", "Other", "Isclose");
-    OP_INOUT_CHECK(ctx->HasOutput("Out"), "Output", "Out", "Isclose");
-
-    auto input_dim = ctx->GetInputDim("Input");
-    auto other_dim = ctx->GetInputDim("Other");
-    PADDLE_ENFORCE_EQ(input_dim.size(), other_dim.size(),
-                      platform::errors::PreconditionNotMet(
-                          "Input(Input) and Input(Other) must have the same "
-                          "dimension size."));
-    int n = input_dim.size();
-    bool is_runtime = ctx->IsRuntime();
-    for (int i = 0; i < n; i++) {
-      if (is_runtime) {
-        PADDLE_ENFORCE_EQ(input_dim[i], other_dim[i],
-                          platform::errors::PreconditionNotMet(
-                              "The value at dim %d of Input(Input) is not "
-                              "equal to the Input(Other): %ld != %ld.",
-                              i, input_dim[i], other_dim[i]));
-      } else {
-        if (!(input_dim[i] < 0 || other_dim[i] < 0)) {
-          PADDLE_ENFORCE_EQ(input_dim[i], other_dim[i],
-                            platform::errors::PreconditionNotMet(
-                                "The value at dim %d of Input(Input) is not "
-                                "equal to the Input(Other): %ld != %ld.",
-                                i, input_dim[i], other_dim[i]));
-        }
-      }
-    }
-
-    ctx->SetOutputDim("Out", input_dim);
-  }
-
  protected:
   framework::OpKernelType GetExpectedKernelType(
       const framework::ExecutionContext& ctx) const override {
@@ -115,8 +84,10 @@ class IscloseOpVarTypeInference : public framework::VarTypeInference {
 
 namespace ops = paddle::operators;
 
+DECLARE_INFER_SHAPE_FUNCTOR(isclose, IscloseInferShapeFunctor,
+                            PD_INFER_META(phi::ValueCompareInferMeta));
 REGISTER_OPERATOR(
     isclose, ops::IscloseOp, ops::IscloseOpMaker,
     paddle::framework::EmptyGradOpMaker<paddle::framework::OpDesc>,
     paddle::framework::EmptyGradOpMaker<paddle::imperative::OpBase>,
-    ops::IscloseOpVarTypeInference);
+    ops::IscloseOpVarTypeInference, IscloseInferShapeFunctor);
diff --git a/paddle/phi/infermeta/binary.cc b/paddle/phi/infermeta/binary.cc
index ffb1ed5450232b9e5972dfac47750364bfae5ed1..d103bef2d9ed331b7b9e4d3489e11fbc2c720072 100644
--- a/paddle/phi/infermeta/binary.cc
+++ b/paddle/phi/infermeta/binary.cc
@@ -862,6 +862,16 @@ void TriangularSolveInferMeta(const MetaTensor& x,
   out->share_lod(y);
 }
 
+void ValueCompareInferMeta(const MetaTensor& x,
+                           const MetaTensor& y,
+                           MetaTensor* out,
+                           MetaConfig config) {
+  detail::BinarySameInputDimsCheck(x, y, config);
+
+  out->set_dims(x.dims());
+  out->set_dtype(DataType::BOOL);
+}
+
 }  // namespace phi
 
 PD_REGISTER_INFER_META_FN(add_raw, phi::ElementwiseRawInferMeta);
diff --git a/paddle/phi/infermeta/binary.h b/paddle/phi/infermeta/binary.h
index d852db7a8462db684114f0b826c4200afb069eb3..5d93bae316238ce02c33351ea4a320b3fc79a877 100644
--- a/paddle/phi/infermeta/binary.h
+++ b/paddle/phi/infermeta/binary.h
@@ -142,4 +142,9 @@ void TriangularSolveInferMeta(const MetaTensor& x,
                               bool unitriangular,
                               MetaTensor* out);
 
+void ValueCompareInferMeta(const MetaTensor& x,
+                           const MetaTensor& y,
+                           MetaTensor* out,
+                           MetaConfig config = MetaConfig());
+
 }  // namespace phi