IVGCVSW-7571 GpuFsa Op: Add Depthwise Conv2d

  * Added DepthwiseConv2d support for GpuFsa backend.
  * Updated DepthwiseConv2d End-to-End test

Signed-off-by: Tianle Cheng <tianle.cheng@arm.com>
Change-Id: I646839980d138ae235a00990c97c6e66a4418a5e

1 files changed, 30 insertions, 0 deletions

diff --git a/src/backends/gpuFsa/layers/GpuFsaDepthwiseConvolution2d.hpp b/src/backends/gpuFsa/layers/GpuFsaDepthwiseConvolution2d.hpp
new file mode 100644
index 0000000000..b705096ef3
--- /dev/null
+++ b/src/backends/gpuFsa/layers/GpuFsaDepthwiseConvolution2d.hpp
@@ -0,0 +1,30 @@
+//
+// Copyright © 2024 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include <armnn/Descriptors.hpp>
+#include <armnn/Tensor.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h>
+#include <gpuFsa/GpuFsaBackend.hpp>
+
+namespace armnn
+{
+
+using namespace arm_compute::experimental::dynamic_fusion;
+
+arm_compute::Status GpuFsaDepthwiseConvolution2dValidate(const TensorInfo& input,
+                                                         const DepthwiseConvolution2dDescriptor& descriptor,
+                                                         const TensorInfo& weights,
+                                                         const Optional<TensorInfo>& biases);
+
+void GpuFsaDepthwiseConvolution2dCreateOp(GpuFsaPreCompiledBlob* blob,
+                                          const TensorInfo& input,
+                                          const DepthwiseConvolution2dDescriptor& descriptor,
+                                          const TensorInfo& weights,
+                                          const Optional<TensorInfo>& biases);
+
+} // namespace armnn