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author | Anthony Barbier <anthony.barbier@arm.com> | 2018-07-06 17:05:59 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
commit | 71d9b57aac146ae3ad5648c1308a872cea90070d (patch) | |
tree | b4f36f7c6a45782ef9e40fe4c6a9e9a68d716948 /arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h | |
parent | d1794ebfa10d05af7d2458c5d506152fd38068d3 (diff) | |
download | ComputeLibrary-71d9b57aac146ae3ad5648c1308a872cea90070d.tar.gz |
COMPMID-1381: Cleaned up the AssemblyHelper interface
Introduced a new IFunction for when we'll fork the arm_gemm functions
Increased encapsulation and abstraction of which method is used
Change-Id: I5fd8b14b5c77e7f8ecb09029b5e2eccd10dbdcf4
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139108
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h')
-rw-r--r-- | arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h | 120 |
1 files changed, 120 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h b/arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h new file mode 100644 index 0000000000..4ac6a3cae2 --- /dev/null +++ b/arm_compute/runtime/NEON/functions/NEGEMMAssemblyDispatch.h @@ -0,0 +1,120 @@ +/* + * Copyright (c) 2018 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 __ARM_COMPUTE_NEGEMMASSEMBLYDISPATCH_H__ +#define __ARM_COMPUTE_NEGEMMASSEMBLYDISPATCH_H__ + +#include "arm_compute/core/NEON/kernels/assembly/NEGEMMAssemblyWrapperKernel.h" +#include "arm_compute/runtime/IFunction.h" +#include "arm_compute/runtime/IMemoryManager.h" +#include "arm_compute/runtime/MemoryGroup.h" +#include "arm_compute/runtime/Tensor.h" + +#include "arm_compute/core/NEON/kernels/assembly/arm_gemm.hpp" + +namespace arm_compute +{ +/** Assembly kernel glue */ +template <typename TypeInput, typename TypeOutput> +class NEGEMMAssemblyDispatch : public IFunction +{ +public: + /** Default constructor */ + NEGEMMAssemblyDispatch(std::shared_ptr<IMemoryManager> memory_manager = nullptr); + + /** Prevent instances of this class from being copy constructed */ + NEGEMMAssemblyDispatch(const NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &) = delete; + /** Prevent instances of this class from being copied */ + NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &operator=(const NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &) = delete; + NEGEMMAssemblyDispatch(NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &&) = default; + NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &operator=(NEGEMMAssemblyDispatch<TypeInput, TypeOutput> &&) = default; + ~NEGEMMAssemblyDispatch() = default; + +private: + /** ACL Function */ + std::unique_ptr<IFunction> _function; + + //Fallback: use arm_gemm's AssemblyGemm: + class Fallback + { +#ifndef DOXYGEN_SKIP_THIS + public: + /** Configures the arrays pointers and strides in the assembly kernel and executes the assembly kernel. + * The call to set_arrays is needed to deal with the input sizes containing batches (dims > 2) + */ + void run(); + void configure(const ITensor *a, const ITensor *b, ITensor *d, float alpha, float beta, bool pretranspose_hint, MemoryGroup &memory_group); + void prepare(); + bool is_configured() const; +#endif /* DOXYGEN_SKIP_THIS */ + + private: + /** Allocate a workspace tensor. + * + * @param[in] workspace_size Size to allocate. + * @param[in] memory_group Tensor memory group. + * @param[in] alignment Workspace memory alignment. + */ + void allocate_workspace(size_t workspace_size, MemoryGroup *memory_group, size_t alignment); + + /** Assembly Gemm kernel */ + std::unique_ptr<arm_gemm::GemmCommon<TypeInput, TypeOutput>> _gemm_kernel_asm{ nullptr }; + /** Optimised NEON kernel */ + std::unique_ptr<INEKernel> _optimised_kernel{ nullptr }; + /** Input A */ + const ITensor *_a + { + nullptr + }; + /** Input B */ + const ITensor *_b + { + nullptr + }; + /** Output */ + ITensor *_d{ nullptr }; + /** GEMM workspace */ + Tensor _workspace{}; + /** Pre-transpose tensor */ + Tensor _pretranspose{}; + /** Prepared flag */ + bool _is_prepared{ false }; + } _arm_gemm; /**< Fallback in case ACL doesn't have a function */ + MemoryGroup _memory_group; /**< Function memory group */ +public: + void configure(const ITensor *a, const ITensor *b, ITensor *d, float alpha, float beta, bool pretranspose_hint); + bool is_configured() const; + // Inherited methods overridden: + /** Runs a preparation step, usually for pre-transposing matrix b */ + void prepare() override; + void run() override; +}; + +/** Float 32 assembly kernel glue */ +using NEGEMMAssemblyDispatchF32 = NEGEMMAssemblyDispatch<float, float>; +/** Uint 8 to Uint 32 kernel glue */ +using NEGEMMAssemblyDispatchU8U32 = NEGEMMAssemblyDispatch<uint8_t, uint32_t>; +/** Int 8 to Int 32 kernel glue */ +using NEGEMMAssemblyDispatchS8S32 = NEGEMMAssemblyDispatch<int8_t, int32_t>; +} +#endif /* __ARM_COMPUTE_NEGEMMASSEMBLYDISPATCH_H__ */ |