diff options
Diffstat (limited to 'src/backends/reference/workloads/RefQLstmWorkload.cpp')
| -rw-r--r-- | src/backends/reference/workloads/RefQLstmWorkload.cpp | 50 |
1 files changed, 27 insertions, 23 deletions
diff --git a/src/backends/reference/workloads/RefQLstmWorkload.cpp b/src/backends/reference/workloads/RefQLstmWorkload.cpp index e11ea55add..bcd6a627de 100644 --- a/src/backends/reference/workloads/RefQLstmWorkload.cpp +++ b/src/backends/reference/workloads/RefQLstmWorkload.cpp @@ -101,18 +101,20 @@ void RefQLstmWorkload::Execute() const // Weights decoders std::unique_ptr<Decoder<float>> inputToForgetWeightsDecoder = MakeDecoder<float>( - m_InputToForgetWeightsTensor->GetTensorInfo(), m_InputToForgetWeightsTensor->GetTensor<void>()); + m_InputToForgetWeightsTensor->GetTensorInfo(), m_InputToForgetWeightsTensor->GetConstTensor<void>()); std::unique_ptr<Decoder<float>> inputToCellWeightsDecoder = MakeDecoder<float>( - m_InputToCellWeightsTensor->GetTensorInfo(), m_InputToCellWeightsTensor->GetTensor<void>()); + m_InputToCellWeightsTensor->GetTensorInfo(), m_InputToCellWeightsTensor->GetConstTensor<void>()); std::unique_ptr<Decoder<float>> inputToOutputWeightsDecoder = MakeDecoder<float>( - m_InputToOutputWeightsTensor->GetTensorInfo(), m_InputToOutputWeightsTensor->GetTensor<void>()); + m_InputToOutputWeightsTensor->GetTensorInfo(), m_InputToOutputWeightsTensor->GetConstTensor<void>()); std::unique_ptr<Decoder<float>> recurrentToForgetWeightsDecoder = MakeDecoder<float>( - m_RecurrentToForgetWeightsTensor->GetTensorInfo(), m_RecurrentToForgetWeightsTensor->GetTensor<void>()); + m_RecurrentToForgetWeightsTensor->GetTensorInfo(), + m_RecurrentToForgetWeightsTensor->GetConstTensor<void>()); std::unique_ptr<Decoder<float>> recurrentToCellWeightsDecoder = MakeDecoder<float>( - m_RecurrentToCellWeightsTensor->GetTensorInfo(), m_RecurrentToCellWeightsTensor->GetTensor<void>()); + m_RecurrentToCellWeightsTensor->GetTensorInfo(), m_RecurrentToCellWeightsTensor->GetConstTensor<void>()); std::unique_ptr<Decoder<float>> recurrentToOutputWeightsDecoder = MakeDecoder<float>( - m_RecurrentToOutputWeightsTensor->GetTensorInfo(), m_RecurrentToOutputWeightsTensor->GetTensor<void>()); + m_RecurrentToOutputWeightsTensor->GetTensorInfo(), + m_RecurrentToOutputWeightsTensor->GetConstTensor<void>()); // Optional CIFG params std::unique_ptr<Decoder<float>> inputToInputWeightsDecoder; @@ -198,9 +200,9 @@ void RefQLstmWorkload::Execute() const if (!cifgEnabled) { inputToInputWeightsDecoder = MakeDecoder<float>( - m_InputToInputWeightsTensor->GetTensorInfo(), m_InputToInputWeightsTensor->GetTensor<void>()); - recurrentToInputWeightsDecoder = MakeDecoder<float>( - m_RecurrentToInputWeightsTensor->GetTensorInfo(), m_RecurrentToInputWeightsTensor->GetTensor<void>()); + m_InputToInputWeightsTensor->GetTensorInfo(), m_InputToInputWeightsTensor->GetConstTensor<void>()); + recurrentToInputWeightsDecoder = MakeDecoder<float>(m_RecurrentToInputWeightsTensor->GetTensorInfo(), + m_RecurrentToInputWeightsTensor->GetConstTensor<void>()); } if (peepholeEnabled) @@ -208,22 +210,22 @@ void RefQLstmWorkload::Execute() const if (!cifgEnabled) { cellToInputWeightsDecoder = MakeDecoder<float>( - m_CellToInputWeightsTensor->GetTensorInfo(), m_CellToInputWeightsTensor->GetTensor<void>()); + m_CellToInputWeightsTensor->GetTensorInfo(), m_CellToInputWeightsTensor->GetConstTensor<void>()); } cellToForgetWeightsDecoder = MakeDecoder<float>( - m_CellToForgetWeightsTensor->GetTensorInfo(), m_CellToForgetWeightsTensor->GetTensor<void>()); + m_CellToForgetWeightsTensor->GetTensorInfo(), m_CellToForgetWeightsTensor->GetConstTensor<void>()); cellToOutputWeightsDecoder = MakeDecoder<float>( - m_CellToOutputWeightsTensor->GetTensorInfo(), m_CellToOutputWeightsTensor->GetTensor<void>()); + m_CellToOutputWeightsTensor->GetTensorInfo(), m_CellToOutputWeightsTensor->GetConstTensor<void>()); } if (projectionEnabled) { projectionWeightsDecoder = MakeDecoder<float>( - m_ProjectionWeightsTensor->GetTensorInfo(), m_ProjectionWeightsTensor->GetTensor<void>()); + m_ProjectionWeightsTensor->GetTensorInfo(), m_ProjectionWeightsTensor->GetConstTensor<void>()); if (m_ProjectionBiasTensor) { projectionBiasDecoder = MakeDecoder<float>( - m_ProjectionBiasTensor->GetTensorInfo(), m_ProjectionBiasTensor->GetTensor<void>()); + m_ProjectionBiasTensor->GetTensorInfo(), m_ProjectionBiasTensor->GetConstTensor<void>()); } } @@ -231,38 +233,40 @@ void RefQLstmWorkload::Execute() const { if (!cifgEnabled) { - inputLayerNormWeightsDecoder = MakeDecoder<float>( - m_InputLayerNormWeightsTensor->GetTensorInfo(), m_InputLayerNormWeightsTensor->GetTensor<void>()); + inputLayerNormWeightsDecoder = MakeDecoder<float>(m_InputLayerNormWeightsTensor->GetTensorInfo(), + m_InputLayerNormWeightsTensor->GetConstTensor<void>()); // Bias only used if layer norm enabled armnn::TensorInfo inputGateBiasTensorInfo({outputSize}, armnn::DataType::Signed32, m_InputLayerNormWeightsTensor->GetTensorInfo().GetQuantizationScale() / 1024, 0); inputGateBiasDecoder = MakeDecoder<float>( - inputGateBiasTensorInfo, m_InputGateBiasTensor->GetTensor<void>()); + inputGateBiasTensorInfo, m_InputGateBiasTensor->GetConstTensor<void>()); } forgetLayerNormWeightsDecoder = MakeDecoder<float>( - m_ForgetLayerNormWeightsTensor->GetTensorInfo(), m_ForgetLayerNormWeightsTensor->GetTensor<void>()); + m_ForgetLayerNormWeightsTensor->GetTensorInfo(), + m_ForgetLayerNormWeightsTensor->GetConstTensor<void>()); cellLayerNormWeightsDecoder = MakeDecoder<float>( - m_CellLayerNormWeightsTensor->GetTensorInfo(), m_CellLayerNormWeightsTensor->GetTensor<void>()); + m_CellLayerNormWeightsTensor->GetTensorInfo(), m_CellLayerNormWeightsTensor->GetConstTensor<void>()); outputLayerNormWeightsDecoder = MakeDecoder<float>( - m_OutputLayerNormWeightsTensor->GetTensorInfo(), m_OutputLayerNormWeightsTensor->GetTensor<void>()); + m_OutputLayerNormWeightsTensor->GetTensorInfo(), + m_OutputLayerNormWeightsTensor->GetConstTensor<void>()); // Bias only used if layer norm enabled armnn::TensorInfo forgetGateBiasTensorInfo({outputSize}, armnn::DataType::Signed32, m_ForgetLayerNormWeightsTensor->GetTensorInfo().GetQuantizationScale() / 1024, 0); forgetGateBiasDecoder = MakeDecoder<float>( - forgetGateBiasTensorInfo, m_ForgetGateBiasTensor->GetTensor<void>()); + forgetGateBiasTensorInfo, m_ForgetGateBiasTensor->GetConstTensor<void>()); armnn::TensorInfo cellGateBiasTensorInfo({outputSize}, armnn::DataType::Signed32, m_CellLayerNormWeightsTensor->GetTensorInfo().GetQuantizationScale() / 1024, 0); cellGateBiasDecoder = MakeDecoder<float>( - cellGateBiasTensorInfo, m_CellBiasTensor->GetTensor<void>()); + cellGateBiasTensorInfo, m_CellBiasTensor->GetConstTensor<void>()); armnn::TensorInfo outputGateBiasTensorInfo({outputSize}, armnn::DataType::Signed32, m_OutputLayerNormWeightsTensor->GetTensorInfo().GetQuantizationScale() / 1024, 0); outputGateBiasDecoder = MakeDecoder<float>( - outputGateBiasTensorInfo, m_OutputGateBiasTensor->GetTensor<void>()); + outputGateBiasTensorInfo, m_OutputGateBiasTensor->GetConstTensor<void>()); } // Initialize internal state tensors with zeroes. |