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author | Adnan AlSinan <adnan.alsinan@arm.com> | 2023-10-06 19:07:48 +0100 |
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committer | Adnan AlSinan <adnan.alsinan@arm.com> | 2023-10-10 10:33:15 +0000 |
commit | d9c1d44185e4fea72ce4d37d76021237fe64eeaf (patch) | |
tree | 3b9f569f2286cfd91c9370fe6cef094779fc460b /src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h | |
parent | 0b72aa4b2abdba7ab48aaa8a45c624ba1e27a411 (diff) | |
download | ComputeLibrary-d9c1d44185e4fea72ce4d37d76021237fe64eeaf.tar.gz |
Port MatMul to Dynamic Fusion + CKW boilerplate code
- Port Matmaul to to Dynamic Fusion.
- Prepare a CKW boilerplate code.
- Implement the following classes:
- MatMulAttributes
- GPUMatMulSettings
- GpuMatMul
- ClComponentMatMul
- GpuCkwMatMul
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Change-Id: I5a7c183b293973e8a4233b554b2affe0bb28f44d
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10453
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h')
-rw-r--r-- | src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h | 123 |
1 files changed, 123 insertions, 0 deletions
diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h new file mode 100644 index 0000000000..41833e4adb --- /dev/null +++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentMatMul.h @@ -0,0 +1,123 @@ +/* + * 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_COMPONENTS_CL_CLCOMPONENTMATMUL_H +#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTMATMUL_H + +#include "arm_compute/core/Error.h" +#include "arm_compute/core/KernelDescriptors.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuMatMul.h" + +#include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" + +#include <memory> + +namespace arm_compute +{ +/** Forward declaration */ +class ITensorInfo; +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +template <typename T> +class ArgumentPack; +class MatMulAttributes; +class GpuCkwMatMul; + +class ClComponentMatMul final : public IGpuKernelComponent +{ +public: + /** Attributes are a set of backend-agnostic parameters that define what a component does */ + using Attributes = MatMulAttributes; + /** Settings are a set of backend-specific parameters that influence the implementation of a component */ + using Settings = GpuMatMulSettings; + + /** Validate the component + * + * @param[in] properties Component properties + * @param[in,out] tensors Tensor arguments to the component + * @param[in] attributes Component attributes + * @param[in] settings Component settings + * + * @return Status Validation results + * + * Tensor argument names: + * - ACL_SRC_0: LHS + * - ACL_SRC_1: RHS + * - ACL_DST_0: Output + * + * Tensor argument constness: + * - ACL_SRC_0: Const + * - ACL_SRC_1: Const + * - ACL_DST_0: Const + * + * Valid data layouts: + * - NHWC + * + * Valid data type configurations: + * |ACL_SRC_0 |ACL_SRC_1 |ACL_DST_0 | + * |:--------------|:--------------|:--------------| + * |F16 |F16 |F16 | + * |F32 |F32 |F32 | + */ + static Status validate(const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + + /** Constructor + * + * Similar to @ref ClComponentMatMul::validate() + */ + ClComponentMatMul(ComponentId id, + const Properties &properties, + const ArgumentPack<ITensorInfo> &tensors, + const Attributes &attributes, + const Settings &settings); + /** Destructor */ + ~ClComponentMatMul() override; + /** Prevent instances of this class from being copy constructed */ + ClComponentMatMul(const ClComponentMatMul &component) = delete; + /** Prevent instances of this class from being copied */ + ClComponentMatMul &operator=(const ClComponentMatMul &component) = delete; + /** Allow instances of this class to be move constructed */ + ClComponentMatMul(ClComponentMatMul &&component) = default; + /** Allow instances of this class to be moved */ + ClComponentMatMul &operator=(ClComponentMatMul &&component) = default; + /** Get writer for the component */ + const IGpuCkwComponentDriver *ckw_component_driver() const override; + /** Get component type */ + GpuComponentType type() const override + { + return GpuComponentType::Complex; + } + +private: + std::unique_ptr<GpuCkwMatMul> _component_writer; +}; +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute +#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTMATMUL_H |