Narumol Prangnawarat | e5339e7 | 2021-07-28 17:33:28 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include <armnn/TypesUtils.hpp> |
| 9 | #include <backendsCommon/WorkloadData.hpp> |
| 10 | |
| 11 | #include "Encoders.hpp" |
| 12 | #include "Decoders.hpp" |
| 13 | |
| 14 | namespace armnn |
| 15 | { |
| 16 | |
| 17 | void LstmImpl(const LstmDescriptor& descriptor, |
| 18 | const TensorInfo& inputInfo, |
| 19 | const TensorInfo& outputInfo, |
| 20 | const TensorShape& inputToOutputWeightsShape, |
| 21 | const TensorShape& recurrentToOutputWeightsShape, |
| 22 | std::unique_ptr<Decoder<float>>& inputData, |
| 23 | std::unique_ptr<Decoder<float>>& outputStateIn, |
| 24 | std::unique_ptr<Decoder<float>>& cellStateIn, |
| 25 | std::unique_ptr<Encoder<float>>& outputStateOut, |
| 26 | std::unique_ptr<Encoder<float>>& cellStateOut, |
| 27 | std::unique_ptr<Encoder<float>>& output, |
| 28 | std::unique_ptr<Decoder<float>>& cellStateOutDecoder, |
| 29 | std::unique_ptr<Decoder<float>>& outputDecoder, |
| 30 | std::unique_ptr<Decoder<float>>& inputToInputWeightsTensor, |
| 31 | std::unique_ptr<Decoder<float>>& inputToForgetWeightsTensor, |
| 32 | std::unique_ptr<Decoder<float>>& inputToCellWeightsTensor, |
| 33 | std::unique_ptr<Decoder<float>>& inputToOutputWeightsTensor, |
| 34 | std::unique_ptr<Decoder<float>>& recurrentToInputWeightsTensor, |
| 35 | std::unique_ptr<Decoder<float>>& recurrentToForgetWeightsTensor, |
| 36 | std::unique_ptr<Decoder<float>>& recurrentToCellWeightsTensor, |
| 37 | std::unique_ptr<Decoder<float>>& recurrentToOutputWeightsTensor, |
| 38 | std::unique_ptr<Decoder<float>>& cellToInputWeightsTensor, |
| 39 | std::unique_ptr<Decoder<float>>& cellToForgetWeightsTensor, |
| 40 | std::unique_ptr<Decoder<float>>& cellToOutputWeightsTensor, |
| 41 | std::unique_ptr<Decoder<float>>& inputGateBiasTensor, |
| 42 | std::unique_ptr<Decoder<float>>& forgetGateBiasTensor, |
| 43 | std::unique_ptr<Decoder<float>>& cellBiasTensor, |
| 44 | std::unique_ptr<Decoder<float>>& outputGateBiasTensor, |
| 45 | std::unique_ptr<Decoder<float>>& projectionWeightsTensor, |
| 46 | std::unique_ptr<Decoder<float>>& projectionBiasTensor, |
| 47 | std::unique_ptr<Decoder<float>>& inputLayerNormWeights, |
| 48 | std::unique_ptr<Decoder<float>>& forgetLayerNormWeights, |
| 49 | std::unique_ptr<Decoder<float>>& cellLayerNormWeights, |
| 50 | std::unique_ptr<Decoder<float>>& outputLayerNormWeights, |
| 51 | std::unique_ptr<Encoder<float>>& inputGateScratch, |
| 52 | std::unique_ptr<Encoder<float>>& cellScratch, |
| 53 | std::unique_ptr<Encoder<float>>& forgetGateScratch, |
| 54 | std::unique_ptr<Encoder<float>>& outputGateScratch, |
| 55 | std::unique_ptr<Decoder<float>>& inputGateScratchDecoder, |
| 56 | std::unique_ptr<Decoder<float>>& cellScratchDecoder, |
| 57 | std::unique_ptr<Decoder<float>>& forgetGateScratchDecoder, |
| 58 | std::unique_ptr<Decoder<float>>& outputGateScratchDecoder, |
| 59 | float layerNormEpsilon); |
| 60 | |
| 61 | } //namespace armnn |