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| author | Jan Eilers <jan.eilers@arm.com> | 2019-07-08 09:57:55 +0100 |
|---|---|---|
| committer | Jan Eilers <jan.eilers@arm.com> | 2019-07-10 09:15:04 +0000 |
| commit | ad5293a86e315049de36afd723dcd1a7e70681a7 (patch) | |
| tree | b9003cd1fba00c267a971d899284b3fcbd5ce6f5 /src/backends/neon/workloads/NeonLstmFloatWorkload.hpp | |
| parent | 8b797a84f1e8f9d1d5d064afbc4fc12c21b8ffed (diff) | |
| download | armnn-ad5293a86e315049de36afd723dcd1a7e70681a7.tar.gz | |
IVGCVSW-3337 Add Neon backend support for LSTM layer normalisation
* Update neon lstm workload
* Add unit tests
* Add isLstmSupported
Change-Id: I493c159137f6544b0f2532d16d4fafd7a7e587e5
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Diffstat (limited to 'src/backends/neon/workloads/NeonLstmFloatWorkload.hpp')
| -rw-r--r-- | src/backends/neon/workloads/NeonLstmFloatWorkload.hpp | 22 |
1 files changed, 6 insertions, 16 deletions
diff --git a/src/backends/neon/workloads/NeonLstmFloatWorkload.hpp b/src/backends/neon/workloads/NeonLstmFloatWorkload.hpp index f87f24d88a..c116cdd967 100644 --- a/src/backends/neon/workloads/NeonLstmFloatWorkload.hpp +++ b/src/backends/neon/workloads/NeonLstmFloatWorkload.hpp @@ -43,6 +43,11 @@ private: std::unique_ptr<arm_compute::Tensor> m_ScratchBuffer; + std::unique_ptr<arm_compute::Tensor> m_InputLayerNormWeightsTensor; + std::unique_ptr<arm_compute::Tensor> m_ForgetLayerNormWeightsTensor; + std::unique_ptr<arm_compute::Tensor> m_CellLayerNormWeightsTensor; + std::unique_ptr<arm_compute::Tensor> m_OutputLayerNormWeightsTensor; + void FreeUnusedTensors(); }; @@ -50,21 +55,6 @@ arm_compute::Status NeonLstmFloatWorkloadValidate(const TensorInfo& input, const const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer, const TensorInfo& outputStateOut, const TensorInfo& cellStateOut, const TensorInfo& output, const LstmDescriptor &descriptor, - const TensorInfo& inputToForgetWeights, - const TensorInfo& inputToCellWeights, - const TensorInfo& inputToOutputWeights, - const TensorInfo& recurrentToForgetWeights, - const TensorInfo& recurrentToCellWeights, - const TensorInfo& recurrentToOutputWeights, - const TensorInfo& forgetGateBias, const TensorInfo& cellBias, - const TensorInfo& outputGateBias, - const TensorInfo* inputToInputWeights, - const TensorInfo* recurrentToInputWeights, - const TensorInfo* cellToInputWeights, - const TensorInfo* inputGateBias, - const TensorInfo* projectionWeights, - const TensorInfo* projectionBias, - const TensorInfo* cellToForgetWeights, - const TensorInfo* cellToOutputWeights); + const LstmInputParamsInfo& paramsInfo); } //namespace armnn |