From 94916a5c06065bca0b232106bd4ae68f9986b7b0 Mon Sep 17 00:00:00 2001 From: Teresa Charlin Date: Wed, 19 Oct 2022 08:48:07 +0100 Subject: IVGCVSW-6493 Add GpuAcc Batch MatMul workload Fp32 * GpuAcc only supports up to 3D, so no 4D test have been added Signed-off-by: Teresa Charlin Change-Id: Ie926cd45c350be624cbdc6cb27c89d2d3f60884b --- .../cl/workloads/ClBatchMatMulWorkload.hpp | 41 ++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 src/backends/cl/workloads/ClBatchMatMulWorkload.hpp (limited to 'src/backends/cl/workloads/ClBatchMatMulWorkload.hpp') diff --git a/src/backends/cl/workloads/ClBatchMatMulWorkload.hpp b/src/backends/cl/workloads/ClBatchMatMulWorkload.hpp new file mode 100644 index 0000000000..5277efc947 --- /dev/null +++ b/src/backends/cl/workloads/ClBatchMatMulWorkload.hpp @@ -0,0 +1,41 @@ +// +// Copyright © 2022 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include "ClBaseWorkload.hpp" + +#include +#include +#include + +namespace armnn +{ + arm_compute::Status ClBatchMatMulValidate(const TensorInfo& inputX, + const TensorInfo& inputY, + const TensorInfo& output, + const BatchMatMulDescriptor& descriptor); + + class ClBatchMatMulWorkload : public ClBaseWorkload + { + public: + ClBatchMatMulWorkload(const BatchMatMulQueueDescriptor& descriptor, + const WorkloadInfo& info, + const arm_compute::CLCompileContext& clCompileContext); + virtual void Execute() const override; + + private: + // ACL layers required to fully form a Batch Mat Mul layer. + std::unique_ptr m_GEMMLayer; + std::unique_ptr m_PermuteLayerX; + std::unique_ptr m_PermuteLayerY; + + // Additional CL arm_compute::Tensors. + // Required to perform permutations. + arm_compute::CLTensor m_PermutedTensorX; + arm_compute::CLTensor m_PermutedTensorY; + + }; +} //namespace armnn -- cgit v1.2.1