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 af6773042b67870d715ed37894e0321015485d0d..6cd16132c2a10f77b08b199d6b6c4adbf1a64b72 100644
--- a/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
@@ -130,7 +130,7 @@ ConvAffineChannelFusePass::ConvAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW" /*, "NHWC", "AnyLayout"*/})
+      .IsStringIn({"NCHW", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("affine_channel"))
@@ -148,7 +148,7 @@ ConvAffineChannelFusePass::ConvAffineChannelFusePass() {
       .IsTensor()
       .End()
       .AddAttr("data_layout")
-      .IsStringIn({"NCHW" /*, "NHWC", "AnyLayout"*/})
+      .IsStringIn({"NCHW", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("elementwise_add"))
@@ -197,6 +197,13 @@ void ConvAffineChannelFusePass::ApplyImpl(ir::Graph* graph) const {
 
     GET_CONV_BN_NODES(conv_ac_pattern);
 
+    auto data_format = conv->Op()->GetAttrIfExists<std::string>("data_format");
+    if (data_format == "AnyLayout") {
+      LOG_FIRST_N(WARNING, 1) << "conv_affine_channel_fuse_pass is enabled, "
+                                 "it's wrong if data_format of conv is not "
+                                 "NCHW.";
+    }
+
     // Get affine_channel bias for resizing eltwise_y!
     auto* ac_bias_tensor =
         scope->FindVar(ac_bias->Name())->GetMutable<LoDTensor>();
@@ -282,7 +289,7 @@ ConvEltwiseAddAffineChannelFusePass::ConvEltwiseAddAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW" /*, "NHWC", "AnyLayout"*/})
+      .IsStringIn({"NCHW", "AnyLayout"})
       .End();
   AddOpCompat(OpCompat("affine_channel"))
       .AddInput("X")
@@ -299,7 +306,7 @@ ConvEltwiseAddAffineChannelFusePass::ConvEltwiseAddAffineChannelFusePass() {
       .IsTensor()
       .End()
       .AddAttr("data_layout")
-      .IsStringIn({"NCHW" /*, "NHWC", "AnyLayout"*/})
+      .IsStringIn({"NCHW", "AnyLayout"})
       .End();
   AddOpCompat(OpCompat("elementwise_add"))
       .AddInput("X")
@@ -347,6 +354,12 @@ void ConvEltwiseAddAffineChannelFusePass::ApplyImpl(ir::Graph* graph) const {
     VLOG(4) << "handle ConvBN fuse";
 
     GET_CONV_BN_NODES(conv_ac_pattern);
+    auto data_format = conv->Op()->GetAttrIfExists<std::string>("data_format");
+    if (data_format == "AnyLayout") {
+      LOG_FIRST_N(WARNING, 1) << "conv_eltwiseadd_affine_channel_fuse_pass is "
+                                 "enabled, it's wrong if data_format of conv "
+                                 "is not NCHW.";
+    }
     // OPERATORS
     GET_IR_NODE_FROM_SUBGRAPH(eltwise, eltwise, conv_ac_pattern);
     // BIAS inputs
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 3d1c1eb55aa079ab26240fffe77747781785e0fe..27e52167f313721b7b149b77951dfab4f8eb217c 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
@@ -77,7 +77,7 @@ ConvElementwiseAdd2ActFusePass::ConvElementwiseAdd2ActFusePass() {
       .AddAttr("dilations")
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NHWC", "NCHW"})
+      .IsStringIn({"NHWC", "NCHW", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("elementwise_add"))
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 439b85ffb9f10dd9e50aab6353cf0df33cc6f166..545e4a7b9e616691e6b8859bae31877af7ce1427 100644
--- a/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc
@@ -57,7 +57,7 @@ ConvElementwiseAddFusePass::ConvElementwiseAddFusePass() {
       .AddAttr("dilations")
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW" /*, "NHWC", "AnyLayout"*/})
+      .IsStringIn({"NCHW", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("elementwise_add"))
@@ -97,6 +97,13 @@ void ConvElementwiseAddFusePass::ApplyImpl(ir::Graph* graph) const {
     GET_NODES;
 
     auto base_op_desc = *conv_op->Op()->Proto();
+    auto data_format =
+        conv_op->Op()->GetAttrIfExists<std::string>("data_format");
+    if (data_format == "AnyLayout") {
+      LOG_FIRST_N(WARNING, 1) << "conv_elementwise_add_fuse_pass is enabled, "
+                                 "it's wrong if data_format of conv is not "
+                                 "NCHW.";
+    }
     std::string bias_name = elementwise_add_in_y->Name();
     std::string output_name = elementwise_add_out->Name();