Implement FP32/16 Depthwise Conv2d operator in dynamic fusion

This patch adds Depthwise Conv2d operator into dynamic fusion interface and adds the associated tests.

Resolves: COMPMID-5517
Change-Id: I385c94dff7fd40c72b8337ef797e508df4499a82
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8678
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 85 insertions, 0 deletions

diff --git a/src/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.cpp b/src/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.cpp
new file mode 100644
index 0000000000..3a5657e07b
--- /dev/null
+++ b/src/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.cpp
@@ -0,0 +1,85 @@
+/*
+ * 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.
+ */
+
+#include "arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+DepthwiseConv2dAttributes &DepthwiseConv2dAttributes::pad(const Padding2D &pad)
+{
+    _pad = pad;
+    return *this;
+}
+Padding2D DepthwiseConv2dAttributes::pad() const
+{
+    return _pad;
+}
+DepthwiseConv2dAttributes &DepthwiseConv2dAttributes::stride(const Size2D &stride)
+{
+    _stride = stride;
+    return *this;
+}
+Size2D DepthwiseConv2dAttributes::stride() const
+{
+    return _stride;
+}
+DepthwiseConv2dAttributes &DepthwiseConv2dAttributes::dilation(const Size2D &dilation)
+{
+    _dilation = dilation;
+    return *this;
+}
+Size2D DepthwiseConv2dAttributes::dilation() const
+{
+    return _dilation;
+}
+
+DepthwiseConv2dAttributes &DepthwiseConv2dAttributes::depth_multiplier(const uint32_t &depth_multiplier)
+{
+    _depth_multiplier = depth_multiplier;
+    return *this;
+}
+
+uint32_t DepthwiseConv2dAttributes::depth_multiplier() const
+{
+    return _depth_multiplier;
+}
+
+DepthwiseConv2dAttributes &DepthwiseConv2dAttributes::dimension_rounding_type(const DimensionRoundingType &dimension_rounding_type)
+{
+    _dimension_rounding_type = dimension_rounding_type;
+    return *this;
+}
+
+DimensionRoundingType DepthwiseConv2dAttributes::dimension_rounding_type() const
+{
+    return _dimension_rounding_type;
+}
+
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute