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author | Teresa Charlin <teresa.charlinreyes@arm.com> | 2022-11-01 15:59:50 +0000 |
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committer | TeresaARM <teresa.charlinreyes@arm.com> | 2023-05-08 13:16:01 +0000 |
commit | 1fe6c8170ae2fe90b53fb71b7570aec9dfe75c45 (patch) | |
tree | bbb846edda64445c1e033b182e5a079c8d5728d8 /src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp | |
parent | c52190a7e80cf238ba1d8630e5cc36ec7c7849e2 (diff) | |
download | armnn-1fe6c8170ae2fe90b53fb71b7570aec9dfe75c45.tar.gz |
IVGCVSW-7307 Add CpuAcc Batch MatMul Workload
* Call dedicated MatMul kernel in ACL
* Add int8 tests
* Add int8 to documentation
* Force tensors to be dynamic (nonConst) as per request of ACL
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I992ae9aae1174214607bf29305f21cdeaf3fdc1b
Diffstat (limited to 'src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp')
-rw-r--r-- | src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp | 32 |
1 files changed, 12 insertions, 20 deletions
diff --git a/src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp b/src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp index cb004d2478..27144f2400 100644 --- a/src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp +++ b/src/backends/neon/workloads/NeonBatchMatMulWorkload.hpp @@ -1,5 +1,5 @@ // -// Copyright © 2022 Arm Ltd and Contributors. All rights reserved. +// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // @@ -7,35 +7,27 @@ #include "NeonBaseWorkload.hpp" -#include <arm_compute/runtime/IFunction.h> -#include <arm_compute/runtime/Tensor.h> - -#include <memory> +#include <arm_compute/runtime/NEON/functions/NEMatMul.h> namespace armnn { - arm_compute::Status NeonBatchMatMulValidate(const TensorInfo& inputX, - const TensorInfo& inputY, - const TensorInfo& output, - const BatchMatMulDescriptor& descriptor); + arm_compute::Status NeonBatchMatMulValidate(const TensorInfo& inputInfoX, + const TensorInfo& inputInfoY, + const TensorInfo& outputInfo, + const BatchMatMulDescriptor& descriptor, + const bool isFastMathEnabled, + const ActivationDescriptor* activationDescriptor); + class NeonBatchMatMulWorkload : public NeonBaseWorkload<BatchMatMulQueueDescriptor> { public: NeonBatchMatMulWorkload(const BatchMatMulQueueDescriptor& descriptor, - const WorkloadInfo& info); + const WorkloadInfo& info, + const bool isFastMathEnabled); virtual void Execute() const override; private: - // ACL layers required to fully form a Batch Mat Mul layer. - std::unique_ptr<arm_compute::IFunction> m_GEMMLayer; - std::unique_ptr<arm_compute::IFunction> m_PermuteLayerX; - std::unique_ptr<arm_compute::IFunction> m_PermuteLayerY; - - // Additional ACL arm_compute::Tensors. - // Required to perform permutations. - arm_compute::Tensor m_PermutedTensorX; - arm_compute::Tensor m_PermutedTensorY; - + mutable arm_compute::NEMatMul m_MatMulLayer; }; } //namespace armnn |