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, 92 insertions, 0 deletions

diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h
new file mode 100644
index 0000000000..df3177867f
--- /dev/null
+++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuAdd.h
@@ -0,0 +1,92 @@
+/*
+ * 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 ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD
+#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD
+
+#include "arm_compute/core/Error.h"
+#include "arm_compute/core/ITensorInfo.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+/** Forward declaration */
+class GpuWorkloadContext;
+class GpuWorkloadSketch;
+
+/** Operator interface. */
+class GpuAdd final
+{
+public:
+    /** Create an operator and fuse it into the workload sketch.
+     *    @note If @ref validate_op() fails, the creation also fails and may throw an error.
+     *    @note If @ref validate_op() fails, @p sketch remains unchanged and valid.
+     *    @note Batching is not supported yet
+     *
+     * Valid data type configurations:
+     * |lhs            |rhs            |dst           |
+     * |:--------------|:--------------|:-------------|
+     * |F16            |F16            |F16           |
+     * |F32            |F32            |F32           |
+     * |S32            |S32            |S32           |
+     * |S16            |S16            |S16           |
+     * |U8             |U8             |U8            |
+     *
+     * Valid data layouts:
+     * - Any
+     *
+     * @param[in,out] sketch Workload sketch into which the operator will be fused
+     * @param[in]     lhs    Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32.
+     * @param[in]     rhs    Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32.
+     * @param[out]    dst    Destination tensor info. Data types supported: U8/S16/S32/F16/F32. If an uninitialized ITensorInfo is passed in, it will be auto-initialized
+     */
+    static void create_op(GpuWorkloadSketch &sketch,
+                          ITensorInfo       *lhs,
+                          ITensorInfo       *rhs,
+                          ITensorInfo       *dst);
+    /** Check if the operator configuration is supported, irrespective of fusion
+     *
+     * @param[in]  context Workload context within which the operator is running
+     * @param[in]  lhs     Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32.
+     * @param[in]  rhs     Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32.
+     * @param[out] dst     Destination tensor info. Data types supported: U8/S16/S32/F16/F32. If an uninitialized ITensorInfo is passed in, it will be auto-initialized
+     */
+    static Status is_supported_op(const GpuWorkloadContext &context,
+                                  const ITensorInfo        *lhs,
+                                  const ITensorInfo        *rhs,
+                                  const ITensorInfo        *dst);
+    /**  Validate the operator and check if the its configuration is supported and if it can be fused into the workload sketch.
+     *   Similar to @ref GpuAdd::create_op()
+     */
+    static Status validate_op(const GpuWorkloadSketch &sketch,
+                              const ITensorInfo       *rhs,
+                              const ITensorInfo       *lhs,
+                              const ITensorInfo       *dst);
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUADD */