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diff --git a/src/dynamic_fusion/utils/Utils.h b/src/dynamic_fusion/utils/Utils.h
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+/*
+ * Copyright (c) 2023 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef SRC_DYNAMIC_FUSION_UTILS_UTILS
+#define SRC_DYNAMIC_FUSION_UTILS_UTILS
+
+#include "arm_compute/core/ITensorInfo.h"
+#include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Tensor should have backing memory. @ref MemoryType
+ */
+inline bool is_alloc_tensor(const ITensorInfo *tensor_info)
+{
+    return tensor_info->id() > ITensorInfo::invalid_tensor_id;
+}
+
+/** Tensor should not have backing memory. @ref MemoryType
+ */
+inline bool is_noalloc_tensor(const ITensorInfo *tensor_info)
+{
+    return tensor_info->id() < ITensorInfo::invalid_tensor_id;
+}
+
+/** @ref ITensorInfo has valid id
+ */
+inline bool is_valid_tensor(const ITensorInfo *tensor_info)
+{
+    return tensor_info->has_valid_id();
+}
+
+/** @ref ITensorInfo has invalid id
+ */
+inline bool is_invalid_tensor(const ITensorInfo *tensor_info)
+{
+    return !is_valid_tensor(tensor_info);
+}
+
+/** Inline function to convert @ref Pool2dAttributes to PoolingLayerInfo
+*/
+inline PoolingLayerInfo convert_pool_attr_to_pool_info(const Pool2dAttributes &pool_attr,
+                                                       bool                    mixed_precision = false,
+                                                       DataLayout              data_layout     = DataLayout::NHWC)
+{
+    // Create PadStrideInfo
+    const Size2D        stride  = pool_attr.stride();
+    const Padding2D     padding = pool_attr.pad();
+    const PadStrideInfo pad_stride(stride.x(), stride.y(), padding.left, padding.top,
+                                   arm_compute::DimensionRoundingType::FLOOR);
+
+    return PoolingLayerInfo(pool_attr.pool_type(), pool_attr.pool_size(), data_layout, pad_stride,
+                            pool_attr.exclude_padding(), mixed_precision);
+}
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+
+#endif /* SRC_DYNAMIC_FUSION_UTILS_UTILS */