Adding GpuAdd to dynamic fusion operators

- Provide support for Add operator
- Auto initialize the destination tensor before testing fusion in conv2d
and elementwise binary ops.

Resolves: COMPMID-5518
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: Ibd815020f02b57f88eea7c2921bdcf98605d99c5
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8617
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 118 insertions, 0 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.h
new file mode 100644
index 0000000000..02e61019f4
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentElementwiseBinary.h
@@ -0,0 +1,118 @@
+/*
+ * Copyright (c) 2022 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_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTELEMENTWISEBINARY
+#define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTELEMENTWISEBINARY
+
+#include "arm_compute/core/Error.h"
+#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h"
+#include "src/dynamic_fusion/sketch/gpu/operators/internal/GpuElementwiseBinaryCommon.h"
+
+namespace arm_compute
+{
+/** Forward declaration */
+class ITensorInfo;
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Forward declaration */
+template <typename T>
+class ArgumentPack;
+
+/** Forward declaration */
+class ClTemplateElementwiseBinary;
+
+class ClComponentElementwiseBinary final : public IGpuKernelComponent
+{
+public:
+    /** Attributes are a set of backend-agnostic parameters that define what a component does */
+    using Attributes = ElementwiseBinaryCommonAttributes;
+
+public:
+    /** Validate the component
+     *
+     * @param[in,out] tensors    Tensor arguments to the component
+     * @param[in]     attributes Component attributes
+     *
+     * @return Status       Validation results
+     *
+     * Tensor argument names:
+     * - ACL_SRC_0: lhs
+     * - ACL_SRC_1: rhs
+     * - ACL_DST_0: dst
+     *
+     * Tensor argument constness:
+     * - ACL_SRC_0: Const
+     * - ACL_SRC_1: Const
+     * - ACL_DST_0: Const
+     *
+     * Valid data layouts:
+     * - All
+     *
+     * Valid data type configurations (for DIV FP32/FP16/S32 supported, for POWER only FP32/FP16 supported):
+     * |ACL_SRC_0      |ACL_SRC_1      |ACL_DST_0      |
+     * |:--------------|:--------------|:--------------|
+     * |F16            |F16            |F16            |
+     * |F32            |F32            |F32            |
+     * |S32            |S32            |S32            |
+     * |S16            |S16            |S16            |
+     * |U8             |U8             |U8             |
+     */
+    static Status validate(const ArgumentPack<ITensorInfo> &tensors, const ElementwiseBinaryCommonAttributes &attributes);
+
+    /** Constructor
+     *
+     * Similar to @ref ClComponentElementwiseBinary::validate()
+     */
+    ClComponentElementwiseBinary(
+        ComponentId                      id,
+        const Properties                &properties,
+        const ArgumentPack<ITensorInfo> &tensors,
+        const Attributes                &attributes);
+
+    /** Destructor */
+    ~ClComponentElementwiseBinary() override;
+    /** Prevent instances of this class from being copy constructed */
+    ClComponentElementwiseBinary(const ClComponentElementwiseBinary &component) = delete;
+    /** Prevent instances of this class from being copied */
+    ClComponentElementwiseBinary &operator=(const ClComponentElementwiseBinary &component) = delete;
+    /** Allow instances of this class to be move constructed */
+    ClComponentElementwiseBinary(ClComponentElementwiseBinary &&component) = default;
+    /** Allow instances of this class to be moved */
+    ClComponentElementwiseBinary &operator=(ClComponentElementwiseBinary &&component) = default;
+    /** Get template writer for the component */
+    const IGpuTemplateComponentWriter *template_writer() const override;
+    /** Get component type */
+    GpuComponentType type() const override
+    {
+        return GpuComponentType::Simple;
+    }
+
+private:
+    std::unique_ptr<ClTemplateElementwiseBinary> _component_writer;
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTELEMENTWISEBINARY */