diff --git a/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc b/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
index 9c984a23e3..c0ebf6de9d 100644
--- a/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
@@ -238,11 +238,11 @@ REGISTER_PASS(conv_eltwiseadd_affine_channel_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_affine_channel_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("affine_channel", 0));
 REGISTER_PASS_CAPABILITY(conv_eltwiseadd_affine_channel_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0)
             .EQ("affine_channel", 0));
diff --git a/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc b/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
index a915015bf5..72ac7c3b0e 100644
--- a/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
@@ -383,11 +383,11 @@ REGISTER_PASS(depthwise_conv_eltwiseadd_bn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_bn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("batch_norm", 0));
 REGISTER_PASS_CAPABILITY(conv_eltwiseadd_bn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0)
             .EQ("batch_norm", 0));
diff --git a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
index ad6af69ae0..545beb34e7 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc
@@ -12,7 +12,9 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 #include "paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h"
+
 #include <string>
+
 #include "paddle/fluid/framework/op_version_registry.h"
 
 namespace paddle {
@@ -119,7 +121,7 @@ REGISTER_PASS(conv_elementwise_add2_act_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_elementwise_add2_act_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0)
             .EQ("relu", 0)
             .EQ("identity", 0));
diff --git a/paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc b/paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc
index 93e6e13ff7..d01a2f2622 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.h"
+
 #include <string>
 
 #include "paddle/fluid/framework/ir/graph_viz_pass.h"
@@ -107,7 +108,7 @@ REGISTER_PASS(conv_elementwise_add_act_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_elementwise_add_act_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0)
             .EQ("relu", 0)
             .EQ("identity", 0));
diff --git a/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc b/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc
index e4396f227f..e34a2d9658 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.h"
+
 #include <string>
 
 #include "paddle/fluid/framework/ir/graph_viz_pass.h"
@@ -93,5 +94,5 @@ REGISTER_PASS(conv_elementwise_add_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_elementwise_add_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0));
diff --git a/paddle/fluid/framework/ir/mkldnn/conv_activation_mkldnn_fuse_pass.cc b/paddle/fluid/framework/ir/mkldnn/conv_activation_mkldnn_fuse_pass.cc
index c33398553e..d0bdeb9ad8 100644
--- a/paddle/fluid/framework/ir/mkldnn/conv_activation_mkldnn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/conv_activation_mkldnn_fuse_pass.cc
@@ -13,7 +13,9 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/mkldnn/conv_activation_mkldnn_fuse_pass.h"
+
 #include <vector>
+
 #include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/platform/enforce.h"
 
@@ -107,7 +109,7 @@ REGISTER_PASS(conv_relu_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_relu_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("relu", 0));
 
 REGISTER_PASS(conv_leaky_relu_mkldnn_fuse_pass,
@@ -115,7 +117,7 @@ REGISTER_PASS(conv_leaky_relu_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_leaky_relu_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .LE("leaky_relu", 1));
 
 REGISTER_PASS(conv_relu6_mkldnn_fuse_pass,
@@ -123,7 +125,7 @@ REGISTER_PASS(conv_relu6_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_relu6_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("relu6", 0));
 
 REGISTER_PASS(conv_swish_mkldnn_fuse_pass,
@@ -131,5 +133,5 @@ REGISTER_PASS(conv_swish_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_swish_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("swish", 0));
diff --git a/paddle/fluid/framework/ir/mkldnn/conv_bias_mkldnn_fuse_pass.cc b/paddle/fluid/framework/ir/mkldnn/conv_bias_mkldnn_fuse_pass.cc
index 716c49dcb1..b0849d74b6 100644
--- a/paddle/fluid/framework/ir/mkldnn/conv_bias_mkldnn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/conv_bias_mkldnn_fuse_pass.cc
@@ -13,8 +13,10 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/mkldnn/conv_bias_mkldnn_fuse_pass.h"
+
 #include <functional>
 #include <vector>
+
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/platform/enforce.h"
@@ -150,7 +152,7 @@ REGISTER_PASS(conv_bias_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_bias_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0));
 
 REGISTER_PASS(conv_transpose_bias_mkldnn_fuse_pass,
diff --git a/paddle/fluid/framework/ir/mkldnn/conv_concat_relu_mkldnn_fuse_pass.cc b/paddle/fluid/framework/ir/mkldnn/conv_concat_relu_mkldnn_fuse_pass.cc
index 76e1021255..c4d7a12037 100644
--- a/paddle/fluid/framework/ir/mkldnn/conv_concat_relu_mkldnn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/conv_concat_relu_mkldnn_fuse_pass.cc
@@ -13,7 +13,9 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/mkldnn/conv_concat_relu_mkldnn_fuse_pass.h"
+
 #include <vector>
+
 #include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/platform/enforce.h"
 
@@ -128,6 +130,6 @@ REGISTER_PASS(conv_concat_relu_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_concat_relu_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("concat", 0)
             .EQ("relu", 0));
diff --git a/paddle/fluid/framework/ir/mkldnn/conv_elementwise_add_mkldnn_fuse_pass.cc b/paddle/fluid/framework/ir/mkldnn/conv_elementwise_add_mkldnn_fuse_pass.cc
index 2fb131acea..a837b42b3e 100644
--- a/paddle/fluid/framework/ir/mkldnn/conv_elementwise_add_mkldnn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/conv_elementwise_add_mkldnn_fuse_pass.cc
@@ -13,11 +13,13 @@
 // limitations under the License.
 
 #include "paddle/fluid/framework/ir/mkldnn/conv_elementwise_add_mkldnn_fuse_pass.h"
+
 #include <functional>
 #include <list>
 #include <map>
 #include <memory>
 #include <tuple>
+
 #include "paddle/fluid/framework/ir/graph_traits.h"
 #include "paddle/fluid/framework/op_version_registry.h"
 
@@ -226,19 +228,20 @@ GraphWithStats ResidualConnectionMKLDNNFusePass::FuseConvAsX(
       pattern->NewNode(elementwise_add_pattern.elementwise_add_y_repr()));
   conv_output->AsIntermediate();
 
-  auto get_node_from_elementwise_add = [&elementwise_add_pattern](
-      const GraphPatternDetector::subgraph_t& subgraph)
+  auto get_node_from_elementwise_add =
+      [&elementwise_add_pattern](
+          const GraphPatternDetector::subgraph_t& subgraph)
       -> std::tuple<Node*, Node*, Node*> {
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
-                                  elementwise_add_pattern);
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_y, elementwise_add_y,
-                                  elementwise_add_pattern);
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
-                                  elementwise_add_pattern);
-
-        return std::make_tuple(elementwise_add_op, elementwise_add_y,
-                               elementwise_add_out);
-      };
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
+                              elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_y, elementwise_add_y,
+                              elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
+                              elementwise_add_pattern);
+
+    return std::make_tuple(elementwise_add_op, elementwise_add_y,
+                           elementwise_add_out);
+  };
 
   return ExecuteHandleOnGraph<IdentityFuseHandle>(
       &gpd, graph_with_stats,
@@ -263,19 +266,20 @@ GraphWithStats ResidualConnectionMKLDNNFusePass::FuseConvAsY(
       conv_output);
   conv_output->AsIntermediate();
 
-  auto get_node_from_elementwise_add = [&elementwise_add_pattern](
-      const GraphPatternDetector::subgraph_t& subgraph)
+  auto get_node_from_elementwise_add =
+      [&elementwise_add_pattern](
+          const GraphPatternDetector::subgraph_t& subgraph)
       -> std::tuple<Node*, Node*, Node*> {
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
-                                  elementwise_add_pattern);
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_x, elementwise_add_x,
-                                  elementwise_add_pattern);
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
-                                  elementwise_add_pattern);
-
-        return std::make_tuple(elementwise_add_op, elementwise_add_x,
-                               elementwise_add_out);
-      };
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
+                              elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_x, elementwise_add_x,
+                              elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
+                              elementwise_add_pattern);
+
+    return std::make_tuple(elementwise_add_op, elementwise_add_x,
+                           elementwise_add_out);
+  };
 
   return ExecuteHandleOnGraph<IdentityFuseHandle>(
       &gpd, graph_with_stats,
@@ -302,16 +306,17 @@ GraphWithStats ResidualConnectionMKLDNNFusePass::FuseProjectionConv(
   conv_x_output->AsIntermediate();
   conv_y_output->AsIntermediate();
 
-  auto get_node_from_elementwise_add = [&elementwise_add_pattern](
-      const GraphPatternDetector::subgraph_t& subgraph)
+  auto get_node_from_elementwise_add =
+      [&elementwise_add_pattern](
+          const GraphPatternDetector::subgraph_t& subgraph)
       -> std::tuple<Node*, Node*> {
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
-                                  elementwise_add_pattern);
-        GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
-                                  elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_op, elementwise_add_op,
+                              elementwise_add_pattern);
+    GET_IR_NODE_FROM_SUBGRAPH(elementwise_add_out, elementwise_add_out,
+                              elementwise_add_pattern);
 
-        return std::make_tuple(elementwise_add_op, elementwise_add_out);
-      };
+    return std::make_tuple(elementwise_add_op, elementwise_add_out);
+  };
 
   return ExecuteHandleOnGraph<ProjectionFuseHandle>(
       &gpd, graph_with_stats,
@@ -345,5 +350,5 @@ REGISTER_PASS(conv_elementwise_add_mkldnn_fuse_pass,
 REGISTER_PASS_CAPABILITY(conv_elementwise_add_mkldnn_fuse_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("elementwise_add", 0));
diff --git a/paddle/fluid/framework/ir/mkldnn/depthwise_conv_mkldnn_pass.cc b/paddle/fluid/framework/ir/mkldnn/depthwise_conv_mkldnn_pass.cc
index b2c0afdc75..39f47406a7 100644
--- a/paddle/fluid/framework/ir/mkldnn/depthwise_conv_mkldnn_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/depthwise_conv_mkldnn_pass.cc
@@ -63,5 +63,5 @@ REGISTER_PASS(depthwise_conv_mkldnn_pass,
               paddle::framework::ir::DepthwiseConvMKLDNNPass);
 REGISTER_PASS_CAPABILITY(depthwise_conv_mkldnn_pass)
     .AddCombination(
-        paddle::framework::compatible::OpVersionComparatorCombination().EQ(
-            "depthwise_conv2d", 0));
+        paddle::framework::compatible::OpVersionComparatorCombination().LE(
+            "depthwise_conv2d", 1));
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 895c396e1e..96c5546d21 100644
--- a/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
@@ -12,13 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.h"
+
 #include <memory>
 #include <string>
 #include <unordered_set>
 #include <vector>
 
 #include "paddle/fluid/framework/ir/graph_viz_pass.h"
-#include "paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.h"
 #include "paddle/fluid/framework/op_version_registry.h"
 
 namespace paddle {
@@ -331,7 +332,7 @@ REGISTER_PASS_CAPABILITY(quant_conv2d_dequant_fuse_pass);
 REGISTER_PASS_CAPABILITY(tensorrt_subgraph_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("fc", 0)
             .LE("conv2d_transpose", 1)
             .EQ("fake_quantize_abs_max", 0)
diff --git a/paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.cc b/paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.cc
index 08f3d609fa..bf0d87da91 100644
--- a/paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.cc
+++ b/paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.cc
@@ -12,6 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.h"
+
 #include <algorithm>
 #include <map>
 #include <set>
@@ -20,7 +22,6 @@
 #include "paddle/fluid/framework/ir/subgraph_detector.h"
 #include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/inference/analysis/helper.h"
-#include "paddle/fluid/inference/analysis/ir_passes/tensorrt_subgraph_pass.h"
 #include "paddle/fluid/inference/tensorrt/convert/op_converter.h"
 #include "paddle/fluid/inference/tensorrt/engine.h"
 #include "paddle/fluid/inference/tensorrt/op_teller.h"
@@ -309,6 +310,7 @@ void TensorRtSubgraphPass::CreateTensorRTOp(
                   min_input_shape, max_input_shape, opt_input_shape,
                   disable_trt_plugin_fp16);
   trt_engine->SetUseOSS(Get<bool>("use_oss"));
+
   trt_engine->SetWithErnie(
       graph->Has(framework::ir::kEmbEltwiseLayernormPass) &&
       graph->Has(framework::ir::kMultiheadMatmulPass));
@@ -367,13 +369,13 @@ REGISTER_PASS(tensorrt_subgraph_pass,
 REGISTER_PASS_CAPABILITY(tensorrt_subgraph_pass)
     .AddCombination(
         paddle::framework::compatible::OpVersionComparatorCombination()
-            .EQ("conv2d", 0)
+            .LE("conv2d", 1)
             .EQ("pool2d", 0)
             .EQ("relu", 0)
             .EQ("softmax", 0)
             .EQ("sigmoid", 0)
             .EQ("hard_swish", 0)
-            .EQ("depthwise_conv2d", 0)
+            .LE("depthwise_conv2d", 1)
             .EQ("batch_norm", 0)
             .EQ("concat", 0)
             .EQ("tanh", 0)
diff --git a/paddle/fluid/operators/conv_op.cc b/paddle/fluid/operators/conv_op.cc
index ef8a2b38f2..76ff1084fa 100644
--- a/paddle/fluid/operators/conv_op.cc
+++ b/paddle/fluid/operators/conv_op.cc
@@ -18,6 +18,8 @@ limitations under the License. */
 #include <string>
 #include <vector>
 
+#include "paddle/fluid/framework/op_version_registry.h"
+
 #ifdef PADDLE_WITH_CUDA
 #include "paddle/fluid/operators/conv_cudnn_op_cache.h"
 #include "paddle/fluid/platform/cudnn_helper.h"
@@ -817,3 +819,36 @@ REGISTER_OP_CPU_KERNEL(
     conv3d_grad_grad,
     ops::GemmConvDoubleGradKernel<paddle::platform::CPUDeviceContext, float>,
     ops::GemmConvDoubleGradKernel<paddle::platform::CPUDeviceContext, double>);
+
+REGISTER_OP_VERSION(conv2d)
+    .AddCheckpoint(
+        R"ROC(
+      Upgrade conv2d, add a new attribute [use_addto].
+    )ROC",
+        paddle::framework::compatible::OpVersionDesc().NewAttr(
+            "use_addto",
+            "In order to support new feature (inplace addto strategy) for "
+            "gradient accumulation.",
+            false));
+
+REGISTER_OP_VERSION(depthwise_conv2d)
+    .AddCheckpoint(
+        R"ROC(
+      Upgrade depthwise_conv2d, add a new attribute [use_addto].
+    )ROC",
+        paddle::framework::compatible::OpVersionDesc().NewAttr(
+            "use_addto",
+            "In order to support new feature (inplace addto strategy) for "
+            "gradient accumulation.",
+            false));
+
+REGISTER_OP_VERSION(conv3d)
+    .AddCheckpoint(
+        R"ROC(
+      Upgrade conv3d, add a new attribute [use_addto].
+    )ROC",
+        paddle::framework::compatible::OpVersionDesc().NewAttr(
+            "use_addto",
+            "In order to support new feature (inplace addto strategy) for "
+            "gradient accumulation.",
+            false));