Port Resize operator to CKW

Use Compute Kernel Writer (CKW) to generate code for Resize operator in
the Dynamic Fusion interface.

Supports Nearest Neighbor and Bilinear interpolation methods.

Resolves: COMPMID-6265

Change-Id: Ib0a5158bd4208123c84f6a1dc54f29d82fd55dcd
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10174
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 93 insertions, 0 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwResize.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwResize.h
new file mode 100644
index 0000000000..1266c05921
--- /dev/null
+++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwResize.h
@@ -0,0 +1,93 @@
+/*
+ * 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_GPUCKWRESIZE_H
+#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWRESIZE_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/ClComponentResize.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+class GpuCkwResize final : public IGpuCkwComponentDriver
+{
+public:
+    using Attributes = ClComponentResize::Attributes;
+
+public:
+    /** Constructor
+     *
+     * @param[in] id         Component id
+     * @param[in] tensors    Tensor arguments to the components
+     * @param[in] attributes Component attributes
+     */
+    GpuCkwResize(ComponentId id, const ArgumentPack<ITensorInfo> &tensors, const Attributes &attributes);
+
+    ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(GpuCkwResize);
+
+    /** Destructor */
+    ~GpuCkwResize() 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;
+    std::string  get_name(const ComponentGroup &comp_group) const override;
+    std::string  get_tuner_id(const ComponentGroup &comp_group) const override;
+
+private:
+    /** Resize using nearest neighbor interpolation
+     *
+     * @param[in]      comp_group Component group to which this component belongs to
+     * @param[in, out] vtable     Table of variables declared by this component
+     * @param[in, out] writer     CKW writer that writes code scoped to this kernel component
+     */
+    void do_nearest_neighbor_resize(const ComponentGroup    &comp_group,
+                                    GpuCkwVariableTable     &vtable,
+                                    GpuCkwScopedKernelWriter writer) const;
+
+    /** Resize using bilinear interpolation
+     *
+     * @param[in]      comp_group Component group to which this component belongs to
+     * @param[in, out] vtable     Table of variables declared by this component
+     * @param[in, out] writer     CKW writer that writes code scoped to this kernel component
+     */
+    void do_bilinear_resize(const ComponentGroup    &comp_group,
+                            GpuCkwVariableTable     &vtable,
+                            GpuCkwScopedKernelWriter writer) const;
+
+    const ITensorInfo *_src;
+    const ITensorInfo *_dst;
+    Attributes         _attributes;
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+
+#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_GPUCKWRESIZE_H