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diff --git a/arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h b/arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.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 ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_POOL2DATTRIBUTES
+#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_POOL2DATTRIBUTES
+
+#include "arm_compute/core/Types.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Attributes are backend-agnostic parameters (in addition to the input/output tensors) of an operator.
+ */
+
+class Pool2dAttributes
+{
+public:
+    /* Get Pooling Type */
+    PoolingType pool_type() const;
+
+    /* Set Pooling Type */
+    Pool2dAttributes pool_type(PoolingType pool_type);
+
+    /* Get 2D Pool Size */
+    Size2D pool_size() const;
+
+    /* Set 2D Pool size */
+    Pool2dAttributes pool_size(const Size2D &pool_size);
+
+    /* Get Padding */
+    Padding2D pad() const;
+
+    /* Set Padding */
+    Pool2dAttributes pad(const Padding2D &padding);
+
+    /* Get Stride */
+    Size2D stride() const;
+
+    /* Set Stride */
+    Pool2dAttributes stride(const Size2D &stride);
+
+    /* Get exclude padding */
+    bool exclude_padding() const;
+
+    /* Set exclude padding */
+    Pool2dAttributes exclude_padding(bool exclude_padding);
+
+private:
+    PoolingType _pool_type{};
+    Padding2D   _pad{};
+    Size2D      _pool_size{};
+    Size2D      _stride{1U, 1U};
+    bool        _exclude_padding{true};
+};
+
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_ATTRIBUTES_POOL2DATTRIBUTES */