diff --git a/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc b/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
index 0e2bb3eaad536fd9e3556f640b76e591bbf2f988..c280b7c32ed21d578e9d91dc38897e1a6bb625f6 100644
--- a/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
+++ b/paddle/fluid/framework/ir/adaptive_pool2d_convert_global_pass.cc
@@ -60,6 +60,7 @@ AdaptivePool2dConvertGlobalPass::AdaptivePool2dConvertGlobalPass() {
       .IsStringIn({"NHWC", "NCHW"})
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End();
 }
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 e4ac89f04ff6792dd9b05dedb623cec52598df99..3875d856d20bd6b0d8047e5f7d876c17d6f8b040 100644
--- a/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc
@@ -120,6 +120,7 @@ ConvAffineChannelFusePass::ConvAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("groups")
@@ -129,7 +130,7 @@ ConvAffineChannelFusePass::ConvAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW", "NHWC"})
+      .IsStringIn({"NCHW", "NHWC", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("affine_channel"))
@@ -267,6 +268,7 @@ ConvEltwiseAddAffineChannelFusePass::ConvEltwiseAddAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("groups")
@@ -276,7 +278,7 @@ ConvEltwiseAddAffineChannelFusePass::ConvEltwiseAddAffineChannelFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW", "NHWC"})
+      .IsStringIn({"NCHW", "NHWC", "AnyLayout"})
       .End();
   AddOpCompat(OpCompat("affine_channel"))
       .AddInput("X")
diff --git a/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc b/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
index c362eec34b068347032cffd5feda7a3f49abb6d9..3a012b908482ace5fd73af2c432ba819b307896e 100644
--- a/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/conv_bn_fuse_pass.cc
@@ -620,6 +620,7 @@ ConvTransposeBNFusePass::ConvTransposeBNFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("data_format")
@@ -663,6 +664,7 @@ ConvTransposeEltwiseAddBNFusePass::ConvTransposeEltwiseAddBNFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("data_format")
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 573436d393b85508d948c38b869b608cd58e5b05..3d1c1eb55aa079ab26240fffe77747781785e0fe 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
@@ -68,6 +68,7 @@ ConvElementwiseAdd2ActFusePass::ConvElementwiseAdd2ActFusePass() {
       .AddAttr("paddings")
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("groups")
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 a7514038d400b66cb1253242841186cfbb31610c..41539a05b37177405c4d09a3baa998698fb9d2f4 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
@@ -47,6 +47,7 @@ ConvBiasFusePass::ConvBiasFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("groups")
@@ -56,7 +57,7 @@ ConvBiasFusePass::ConvBiasFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("data_format")
-      .IsStringIn({"NCHW", "NHWC"})
+      .IsStringIn({"NCHW", "NHWC", "AnyLayout"})
       .End();
 
   AddOpCompat(OpCompat("elementwise_add"))
@@ -110,6 +111,7 @@ Conv2DTransposeBiasFusePass::Conv2DTransposeBiasFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("data_format")
@@ -135,6 +137,7 @@ Conv3DBiasFusePass::Conv3DBiasFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("groups")
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 bd65ad8e6437855dd97c70fe92aa27f4fc839a09..b07cc58959faa0051229f32849d2d9ca75810439 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
@@ -158,11 +158,6 @@ void ResidualConnectionMKLDNNFusePass::IdentityFuseHandle::operator()(
   Node* elementwise_add_op;
   Node* elementwise_add_identity;
   Node* elementwise_add_out;
-  if (!pass_->IsCompat(subgraph, graph)) {
-    LOG(WARNING)
-        << "conv_elementwise_add_mkldnn_fuse_pass in op compat failed.";
-    return;
-  }
 
   std::tie(conv_op, conv_input, conv_filter, conv_output) =
       get_node_from_conv_op(subgraph);
@@ -175,6 +170,12 @@ void ResidualConnectionMKLDNNFusePass::IdentityFuseHandle::operator()(
 
   if (HasFusedActivation(conv_op)) return;
 
+  if (!pass_->IsCompat(subgraph, graph)) {
+    LOG(WARNING)
+        << "conv_elementwise_add_mkldnn_fuse_pass in op compat failed.";
+    return;
+  }
+
   conv_op->Op()->SetInput("ResidualData", {elementwise_add_identity->Name()});
   conv_op->Op()->SetOutput("Output", {elementwise_add_out->Name()});
   conv_op->Op()->SetAttr("fuse_residual_connection", true);
diff --git a/paddle/fluid/framework/ir/mkldnn/cpu_quantize_squash_pass.cc b/paddle/fluid/framework/ir/mkldnn/cpu_quantize_squash_pass.cc
index 2483a506a8f934f8ad5837f297e019c5ad5932e2..2b9419a5502f1cbc79c346d2587feda52508439a 100644
--- a/paddle/fluid/framework/ir/mkldnn/cpu_quantize_squash_pass.cc
+++ b/paddle/fluid/framework/ir/mkldnn/cpu_quantize_squash_pass.cc
@@ -77,7 +77,7 @@ CPUQuantizeSquashPass::CPUQuantizeSquashPass() {
       .End()
       .AddAttr("data_format")
       .IsOptional()
-      .IsStringIn({"NCHW", "NHWC"})
+      .IsStringIn({"NCHW", "NHWC", "AnyLayout"})
       .End();
 }
 
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 068a50a1dc0e9ad1c15e0e98f5878693eeeb9f55..b48c8c6e70a939e6494c766cc8eaebd503e69855 100644
--- a/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
+++ b/paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc
@@ -243,6 +243,7 @@ QuantDequantFusePass::QuantDequantFusePass() {
       .IsType<std::vector<int>>()
       .End()
       .AddAttr("padding_algorithm")
+      .IsOptional()
       .IsStringIn({"EXPLICIT", "SAME", "VALID"})
       .End()
       .AddAttr("data_format")