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 | |
| 6 | #pragma once |
| 7 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <neon/workloads/NeonWorkloadUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | |
| 10 | namespace armnn |
| 11 | { |
| 12 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 13 | arm_compute::Status NeonBatchNormalizationValidate(const TensorInfo& input, |
| 14 | const TensorInfo& output, |
| 15 | const TensorInfo& mean, |
| 16 | const TensorInfo& var, |
| 17 | const TensorInfo& beta, |
| 18 | const TensorInfo& gamma, |
| 19 | const BatchNormalizationDescriptor& descriptor); |
| 20 | |
Matthew Bentham | c48ac8c | 2018-12-12 16:15:59 +0000 | [diff] [blame^] | 21 | class NeonBatchNormalizationWorkload : public BaseWorkload<BatchNormalizationQueueDescriptor> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | { |
| 23 | public: |
Matthew Bentham | c48ac8c | 2018-12-12 16:15:59 +0000 | [diff] [blame^] | 24 | NeonBatchNormalizationWorkload(const BatchNormalizationQueueDescriptor& descriptor, |
| 25 | const WorkloadInfo& info); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | virtual void Execute() const override; |
| 27 | |
| 28 | private: |
| 29 | mutable arm_compute::NEBatchNormalizationLayer m_Layer; |
| 30 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 31 | std::unique_ptr<arm_compute::Tensor> m_Mean; |
| 32 | std::unique_ptr<arm_compute::Tensor> m_Variance; |
| 33 | std::unique_ptr<arm_compute::Tensor> m_Gamma; |
| 34 | std::unique_ptr<arm_compute::Tensor> m_Beta; |
| 35 | |
| 36 | void FreeUnusedTensors(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 37 | }; |
| 38 | |
| 39 | } //namespace armnn |
| 40 | |