From 91cb7336400acc857e20086a23692f99fe11be9c Mon Sep 17 00:00:00 2001 From: Gunes Bayir Date: Tue, 25 Jul 2023 17:00:33 +0100 Subject: 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 Signed-off-by: Jakub Sujak Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10174 Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../gpu/ckw_driver/components/GpuCkwResize.h | 93 ++++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwResize.h (limited to 'src/dynamic_fusion/sketch/gpu/ckw_driver/components/GpuCkwResize.h') 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 &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 -- cgit v1.2.1