Add data_format attr to _ZenQuantizedConv2D fuse op definitions to fix Unknown-attribute warning

 - ZENAI-1799

Change-Id: I838a003384a9e62a14ab5e05cff46e3e96cfbfa2
Signed-off-by: Rahul Jauhari <rahul.jauhari@amd.com>
(cherry picked from commit 8d69968)

Author: rjauhari2

tensorflow_plugin/src/amd_cpu/ops/zendnn/zen_conv2d_op.cc

@@ -1,5 +1,5 @@
 /*******************************************************************************
- * Copyright (c) 2022-2024 Advanced Micro Devices, Inc. All rights reserved.
+ * Copyright (c) 2022-2025 Advanced Micro Devices, Inc. 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.
@@ -264,6 +264,7 @@ void RegisterZenQuantizedConv2DWithBiasAndReluAndRequantize() {
   TF_OpDefinitionBuilderAddOutput(op_builder, "output: quint8");
   TF_OpDefinitionBuilderAddOutput(op_builder, "min_output: float");
   TF_OpDefinitionBuilderAddOutput(op_builder, "max_output: float");
+  TF_OpDefinitionBuilderAddAttr(op_builder, "data_format: string = 'NHWC'");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tinput: quantizedtype");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tfilter: quantizedtype");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tbias: {float, qint32}");
@@ -319,6 +320,7 @@ void RegisterZenQuantizedConv2DWithBiasSumAndReluAndRequantize() {
   TF_OpDefinitionBuilderAddOutput(op_builder, "min_output: float");
   TF_OpDefinitionBuilderAddOutput(op_builder, "max_output: float");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tinput: quantizedtype");
+  TF_OpDefinitionBuilderAddAttr(op_builder, "data_format: string = 'NHWC'");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tfilter: quantizedtype");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tbias: {float, qint32}");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tsummand: quantizedtype");
@@ -373,6 +375,7 @@ void RegisterZenQuantizedConv2DWithBiasSignedSumAndReluAndRequantize() {
   TF_OpDefinitionBuilderAddOutput(op_builder, "output: quint8");
   TF_OpDefinitionBuilderAddOutput(op_builder, "min_output: float");
   TF_OpDefinitionBuilderAddOutput(op_builder, "max_output: float");
+  TF_OpDefinitionBuilderAddAttr(op_builder, "data_format: string = 'NHWC'");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tinput: quantizedtype");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tfilter: quantizedtype");
   TF_OpDefinitionBuilderAddAttr(op_builder, "Tbias: {float, qint32}");