telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 6 | #include "ClL2NormalizationFloatWorkload.hpp" |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 7 | #include <cl/ClTensorHandle.hpp> |
| 8 | #include <backendsCommon/CpuTensorHandle.hpp> |
| 9 | #include <aclCommon/ArmComputeUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Matthew Bentham | 14e4669 | 2018-09-20 15:35:30 +0100 | [diff] [blame] | 11 | #include "ClWorkloadUtils.hpp" |
| 12 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | namespace armnn |
| 14 | { |
| 15 | using namespace armcomputetensorutils; |
| 16 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 17 | arm_compute::Status ClL2NormalizationWorkloadValidate(const TensorInfo& input, |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 18 | const TensorInfo& output, |
| 19 | const L2NormalizationDescriptor& descriptor) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 20 | { |
Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 21 | const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); |
| 22 | const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 23 | |
Matteo Martincigh | 550fe36 | 2019-06-03 09:33:55 +0100 | [diff] [blame] | 24 | int axis = (descriptor.m_DataLayout == DataLayout::NCHW) ? 2 : 0; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 25 | |
Ferran Balaguer | 05bf054 | 2019-06-18 16:46:00 +0100 | [diff] [blame] | 26 | return arm_compute::CLL2NormalizeLayer::validate(&aclInput, &aclOutput, axis, descriptor.m_Eps); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 27 | } |
| 28 | |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 29 | ClL2NormalizationFloatWorkload::ClL2NormalizationFloatWorkload(const L2NormalizationQueueDescriptor& descriptor, |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 30 | const WorkloadInfo& info, |
| 31 | const arm_compute::CLCompileContext& clCompileContext) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 32 | : FloatWorkload<L2NormalizationQueueDescriptor>(descriptor, info) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 33 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 34 | m_Data.ValidateInputsOutputs("ClL2NormalizationFloatWorkload", 1, 1); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 35 | |
| 36 | arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); |
| 37 | arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 38 | |
Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 39 | arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout); |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 40 | input.info()->set_data_layout(aclDataLayout); |
| 41 | output.info()->set_data_layout(aclDataLayout); |
| 42 | |
Matteo Martincigh | 550fe36 | 2019-06-03 09:33:55 +0100 | [diff] [blame] | 43 | int axis = (m_Data.m_Parameters.m_DataLayout == DataLayout::NCHW) ? 2 : 0; |
FrancisMurtagh | 81f2232 | 2018-11-16 12:26:20 +0000 | [diff] [blame] | 44 | |
Sadik Armagan | e944475 | 2020-12-02 11:28:58 +0000 | [diff] [blame] | 45 | m_Layer.configure(clCompileContext, &input, &output, axis, m_Data.m_Parameters.m_Eps); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | } |
| 47 | |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 48 | void ClL2NormalizationFloatWorkload::Execute() const |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 49 | { |
arovir01 | 9e53a35 | 2018-08-31 15:26:35 +0100 | [diff] [blame] | 50 | ARMNN_SCOPED_PROFILING_EVENT_CL("ClL2NormalizationFloatWorkload_Execute"); |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 51 | RunClFunction(m_Layer, CHECK_LOCATION()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 52 | } |
| 53 | |
| 54 | } //namespace armnn |