Port DepthwiseConv2d operator to Ckw

 - Only support 1x1 blocks, i.e. n0=1, m0=1.
 - Dilation not supported yet.

Resolves: COMPMID-6258

Signed-off-by: ramy.elgammal@arm.com <ramy.elgammal@arm.com>
Change-Id: I1dcfd7640fb40e112736dedc81847f7b1b50dba2
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10411
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 79 insertions, 0 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h
new file mode 100644
index 0000000000..f9bcaabaec
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwDepthwiseConv2d.h
@@ -0,0 +1,79 @@
+/*
+ * 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 ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H
+#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H
+
+#include "arm_compute/dynamic_fusion/sketch/attributes/DepthwiseConv2dAttributes.h"
+
+#include "src/core/common/Macros.h"
+#include "src/dynamic_fusion/sketch/gpu/ckw_driver/IGpuCkwComponentDriver.h"
+#include "src/dynamic_fusion/sketch/gpu/components/cl/ClComponentDepthwiseConv2d.h"
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+
+class GpuCkwDepthwiseConv2d : public IGpuCkwComponentDriver
+{
+public:
+    using Attributes = ClComponentDepthwiseConv2d::Attributes;
+    using Settings   = ClComponentDepthwiseConv2d::Settings;
+
+    /** Constructor
+     *
+     * For supported configurations please refer to @ref ClComponentDepthwiseConv2d::validate()
+     *
+     * @param[in] id         Component id
+     * @param[in] tensors    Tensor arguments to the component
+     * @param[in] attributes Component attributes
+     * @param[in] settings   Component settings
+     */
+    GpuCkwDepthwiseConv2d(ComponentId                      id,
+                          const ArgumentPack<ITensorInfo> &tensors,
+                          const Attributes                &attributes,
+                          const Settings                  &settings);
+    ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(GpuCkwDepthwiseConv2d);
+    /** Destructor */
+    ~GpuCkwDepthwiseConv2d() override = default;
+    // Inherited methods overriden:
+    virtual void write_component_code(const ComponentGroup    &comp_group,
+                                      GpuCkwVariableTable     &vtable,
+                                      GpuCkwScopedKernelWriter writer) const override;
+    Window       get_window() const override;
+
+private:
+    const ITensorInfo *_src;
+    const ITensorInfo *_weight;
+    const ITensorInfo *_bias;
+    const ITensorInfo *_dst;
+    Attributes         _attributes;
+    Settings           _settings;
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWDEPTHWISECONV2D_H