diff options
author | Jan Eilers <jan.eilers@arm.com> | 2019-07-17 11:07:49 +0100 |
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committer | Jan Eilers <jan.eilers@arm.com> | 2019-07-23 11:01:29 +0100 |
commit | f8c629701e760e2476582c91e6b7f5e1313dc02a (patch) | |
tree | 3c9dc1a673fe99367a7f25d98199d8ab386e8bc2 /src/armnnSerializer/test | |
parent | 07f2121feeeeae36a7e67eeb8a6965df63b848f3 (diff) | |
download | armnn-f8c629701e760e2476582c91e6b7f5e1313dc02a.tar.gz |
IVGCVSW-3526 Add layer norm support for lstm serialization
* Adds layer norm support for serialization/deserialization
* Adds related unit tests
Change-Id: If80b668accc8b0754a93d18ab3a243284cb383d1
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Diffstat (limited to 'src/armnnSerializer/test')
-rw-r--r-- | src/armnnSerializer/test/SerializerTests.cpp | 848 |
1 files changed, 848 insertions, 0 deletions
diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp index 3d74d88e30..74ad2db4e5 100644 --- a/src/armnnSerializer/test/SerializerTests.cpp +++ b/src/armnnSerializer/test/SerializerTests.cpp @@ -2778,6 +2778,7 @@ protected: BOOST_TEST(m_Descriptor.m_CifgEnabled == descriptor.m_CifgEnabled); BOOST_TEST(m_Descriptor.m_PeepholeEnabled = descriptor.m_PeepholeEnabled); BOOST_TEST(m_Descriptor.m_ProjectionEnabled == descriptor.m_ProjectionEnabled); + BOOST_TEST(m_Descriptor.m_LayerNormEnabled == descriptor.m_LayerNormEnabled); } void VerifyInputParameters(const armnn::LstmInputParams& params) { @@ -2815,6 +2816,14 @@ protected: "m_ProjectionWeights", m_InputParams.m_ProjectionWeights, params.m_ProjectionWeights); VerifyConstTensors( "m_ProjectionBias", m_InputParams.m_ProjectionBias, params.m_ProjectionBias); + VerifyConstTensors( + "m_InputLayerNormWeights", m_InputParams.m_InputLayerNormWeights, params.m_InputLayerNormWeights); + VerifyConstTensors( + "m_ForgetLayerNormWeights", m_InputParams.m_ForgetLayerNormWeights, params.m_ForgetLayerNormWeights); + VerifyConstTensors( + "m_CellLayerNormWeights", m_InputParams.m_CellLayerNormWeights, params.m_CellLayerNormWeights); + VerifyConstTensors( + "m_OutputLayerNormWeights", m_InputParams.m_OutputLayerNormWeights, params.m_OutputLayerNormWeights); } void VerifyConstTensors(const std::string& tensorName, const armnn::ConstTensor* expectedPtr, @@ -3124,4 +3133,843 @@ BOOST_AUTO_TEST_CASE(SerializeDeserializeLstmNoCifgWithPeepholeAndProjection) deserializedNetwork->Accept(checker); } +BOOST_AUTO_TEST_CASE(SerializeDeserializeLstmNoCifgWithPeepholeWithProjectionWithLayerNorm) +{ + armnn::LstmDescriptor descriptor; + descriptor.m_ActivationFunc = 4; + descriptor.m_ClippingThresProj = 0.0f; + descriptor.m_ClippingThresCell = 0.0f; + descriptor.m_CifgEnabled = false; // if this is true then we DON'T need to set the OptCifgParams + descriptor.m_ProjectionEnabled = true; + descriptor.m_PeepholeEnabled = true; + descriptor.m_LayerNormEnabled = true; + + const uint32_t batchSize = 2; + const uint32_t inputSize = 5; + const uint32_t numUnits = 20; + const uint32_t outputSize = 16; + + armnn::TensorInfo tensorInfo20x5({numUnits, inputSize}, armnn::DataType::Float32); + std::vector<float> inputToInputWeightsData = GenerateRandomData<float>(tensorInfo20x5.GetNumElements()); + armnn::ConstTensor inputToInputWeights(tensorInfo20x5, inputToInputWeightsData); + + std::vector<float> inputToForgetWeightsData = GenerateRandomData<float>(tensorInfo20x5.GetNumElements()); + armnn::ConstTensor inputToForgetWeights(tensorInfo20x5, inputToForgetWeightsData); + + std::vector<float> inputToCellWeightsData = GenerateRandomData<float>(tensorInfo20x5.GetNumElements()); + armnn::ConstTensor inputToCellWeights(tensorInfo20x5, inputToCellWeightsData); + + std::vector<float> inputToOutputWeightsData = GenerateRandomData<float>(tensorInfo20x5.GetNumElements()); + armnn::ConstTensor inputToOutputWeights(tensorInfo20x5, inputToOutputWeightsData); + + armnn::TensorInfo tensorInfo20({numUnits}, armnn::DataType::Float32); + std::vector<float> inputGateBiasData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor inputGateBias(tensorInfo20, inputGateBiasData); + + std::vector<float> forgetGateBiasData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor forgetGateBias(tensorInfo20, forgetGateBiasData); + + std::vector<float> cellBiasData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor cellBias(tensorInfo20, cellBiasData); + + std::vector<float> outputGateBiasData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor outputGateBias(tensorInfo20, outputGateBiasData); + + armnn::TensorInfo tensorInfo20x16({numUnits, outputSize}, armnn::DataType::Float32); + std::vector<float> recurrentToInputWeightsData = GenerateRandomData<float>(tensorInfo20x16.GetNumElements()); + armnn::ConstTensor recurrentToInputWeights(tensorInfo20x16, recurrentToInputWeightsData); + + std::vector<float> recurrentToForgetWeightsData = GenerateRandomData<float>(tensorInfo20x16.GetNumElements()); + armnn::ConstTensor recurrentToForgetWeights(tensorInfo20x16, recurrentToForgetWeightsData); + + std::vector<float> recurrentToCellWeightsData = GenerateRandomData<float>(tensorInfo20x16.GetNumElements()); + armnn::ConstTensor recurrentToCellWeights(tensorInfo20x16, recurrentToCellWeightsData); + + std::vector<float> recurrentToOutputWeightsData = GenerateRandomData<float>(tensorInfo20x16.GetNumElements()); + armnn::ConstTensor recurrentToOutputWeights(tensorInfo20x16, recurrentToOutputWeightsData); + + std::vector<float> cellToInputWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor cellToInputWeights(tensorInfo20, cellToInputWeightsData); + + std::vector<float> cellToForgetWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor cellToForgetWeights(tensorInfo20, cellToForgetWeightsData); + + std::vector<float> cellToOutputWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor cellToOutputWeights(tensorInfo20, cellToOutputWeightsData); + + armnn::TensorInfo tensorInfo16x20({outputSize, numUnits}, armnn::DataType::Float32); + std::vector<float> projectionWeightsData = GenerateRandomData<float>(tensorInfo16x20.GetNumElements()); + armnn::ConstTensor projectionWeights(tensorInfo16x20, projectionWeightsData); + + armnn::TensorInfo tensorInfo16({outputSize}, armnn::DataType::Float32); + std::vector<float> projectionBiasData(outputSize, 0.f); + armnn::ConstTensor projectionBias(tensorInfo16, projectionBiasData); + + std::vector<float> inputLayerNormWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor inputLayerNormWeights(tensorInfo20, forgetGateBiasData); + + std::vector<float> forgetLayerNormWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor forgetLayerNormWeights(tensorInfo20, forgetGateBiasData); + + std::vector<float> cellLayerNormWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor cellLayerNormWeights(tensorInfo20, forgetGateBiasData); + + std::vector<float> outLayerNormWeightsData = GenerateRandomData<float>(tensorInfo20.GetNumElements()); + armnn::ConstTensor outLayerNormWeights(tensorInfo20, forgetGateBiasData); + + armnn::LstmInputParams params; + params.m_InputToForgetWeights = &inputToForgetWeights; + params.m_InputToCellWeights = &inputToCellWeights; + params.m_InputToOutputWeights = &inputToOutputWeights; + params.m_RecurrentToForgetWeights = &recurrentToForgetWeights; + params.m_RecurrentToCellWeights = &recurrentToCellWeights; + params.m_RecurrentToOutputWeights = &recurrentToOutputWeights; + params.m_ForgetGateBias = &forgetGateBias; + params.m_CellBias = &cellBias; + params.m_OutputGateBias = &outputGateBias; + + // additional params because: descriptor.m_CifgEnabled = false + params.m_InputToInputWeights = &inputToInputWeights; + params.m_RecurrentToInputWeights = &recurrentToInputWeights; + params.m_CellToInputWeights = &cellToInputWeights; + params.m_InputGateBias = &inputGateBias; + + // additional params because: descriptor.m_ProjectionEnabled = true + params.m_ProjectionWeights = &projectionWeights; + params.m_ProjectionBias = &projectionBias; + + // additional params because: descriptor.m_PeepholeEnabled = true + params.m_CellToForgetWeights = &cellToForgetWeights; + params.m_CellToOutputWeights = &cellToOutputWeights; + + // additional params because: despriptor.m_LayerNormEnabled = true + params.m_InputLayerNormWeights = &inputLayerNormWeights; + params.m_ForgetLayerNormWeights = &forgetLayerNormWeights; + params.m_CellLayerNormWeights = &cellLayerNormWeights; + params.m_OutputLayerNormWeights = &outLayerNormWeights; + + armnn::INetworkPtr network = armnn::INetwork::Create(); + armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(0); + armnn::IConnectableLayer* const cellStateIn = network->AddInputLayer(1); + armnn::IConnectableLayer* const outputStateIn = network->AddInputLayer(2); + const std::string layerName("lstm"); + armnn::IConnectableLayer* const lstmLayer = network->AddLstmLayer(descriptor, params, layerName.c_str()); + armnn::IConnectableLayer* const scratchBuffer = network->AddOutputLayer(0); + armnn::IConnectableLayer* const outputStateOut = network->AddOutputLayer(1); + armnn::IConnectableLayer* const cellStateOut = network->AddOutputLayer(2); + armnn::IConnectableLayer* const outputLayer = network->AddOutputLayer(3); + + // connect up + armnn::TensorInfo inputTensorInfo({ batchSize, inputSize }, armnn::DataType::Float32); + armnn::TensorInfo cellStateTensorInfo({ batchSize, numUnits}, armnn::DataType::Float32); + armnn::TensorInfo outputStateTensorInfo({ batchSize, outputSize }, armnn::DataType::Float32); + armnn::TensorInfo lstmTensorInfoScratchBuff({ batchSize, numUnits * 4 }, armnn::DataType::Float32); + + inputLayer->GetOutputSlot(0).Connect(lstmLayer->GetInputSlot(0)); + inputLayer->GetOutputSlot(0).SetTensorInfo(inputTensorInfo); + + outputStateIn->GetOutputSlot(0).Connect(lstmLayer->GetInputSlot(1)); + outputStateIn->GetOutputSlot(0).SetTensorInfo(outputStateTensorInfo); + + cellStateIn->GetOutputSlot(0).Connect(lstmLayer->GetInputSlot(2)); + cellStateIn->GetOutputSlot(0).SetTensorInfo(cellStateTensorInfo); + + lstmLayer->GetOutputSlot(0).Connect(scratchBuffer->GetInputSlot(0)); + lstmLayer->GetOutputSlot(0).SetTensorInfo(lstmTensorInfoScratchBuff); + + lstmLayer->GetOutputSlot(1).Connect(outputStateOut->GetInputSlot(0)); + lstmLayer->GetOutputSlot(1).SetTensorInfo(outputStateTensorInfo); + + lstmLayer->GetOutputSlot(2).Connect(cellStateOut->GetInputSlot(0)); + lstmLayer->GetOutputSlot(2).SetTensorInfo(cellStateTensorInfo); + + lstmLayer->GetOutputSlot(3).Connect(outputLayer->GetInputSlot(0)); + lstmLayer->GetOutputSlot(3).SetTensorInfo(outputStateTensorInfo); + + armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(SerializeNetwork(*network)); + BOOST_CHECK(deserializedNetwork); + + VerifyLstmLayer checker( + layerName, + {inputTensorInfo, outputStateTensorInfo, cellStateTensorInfo}, + {lstmTensorInfoScratchBuff, outputStateTensorInfo, cellStateTensorInfo, outputStateTensorInfo}, + descriptor, + params); + deserializedNetwork->Accept(checker); +} + +BOOST_AUTO_TEST_CASE(EnsureLstmLayersBackwardCompatibility) +{ + // The hex array below is a flat buffer containing a lstm layer with no Cifg, with peephole and projection + // enabled. That array is created before additional layer normalization parameters where added to the + // lstm serializer. That way it can be tested if a lstm model with the old parameter configuration can still be + // loaded + unsigned int size = 10900; + const unsigned char LstmNoCifgWithPeepholeAndProjection_Model[] = { + 0x10,0x00,0x00,0x00,0x00,0x00,0x0A,0x00,0x10,0x00,0x04,0x00,0x08,0x00,0x0C,0x00,0x0A,0x00,0x00,0x00, + 0x0C,0x00,0x00,0x00,0x2C,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0xDC,0x29,0x00,0x00, + 0x38,0x29,0x00,0x00,0xB4,0x28,0x00,0x00,0x94,0x01,0x00,0x00,0x3C,0x01,0x00,0x00,0xE0,0x00,0x00,0x00, + 0x84,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00, + 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x06,0x00,0x00,0x00, + 0x07,0x00,0x00,0x00,0x70,0xD6,0xFF,0xFF,0x00,0x00,0x00,0x0B,0x04,0x00,0x00,0x00,0x06,0xD7,0xFF,0xFF, + 0x04,0x00,0x00,0x00,0x88,0xD7,0xFF,0xFF,0x08,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xF6,0xD6,0xFF,0xFF, + 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0x04,0x00,0x00,0x00,0xF6,0xFF,0xFF,0xFF,0x0C,0x00,0x00,0x00,0x00,0x00,0x06,0x00,0x0A,0x00,0x04,0x00, + 0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x00,0x00,0x0E,0x00,0x14,0x00,0x00,0x00,0x04,0x00,0x08,0x00, + 0x0C,0x00,0x10,0x00,0x0E,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x10,0x00,0x00,0x00, + 0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00, + 0x0C,0x00,0x00,0x00,0x08,0x00,0x0A,0x00,0x00,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x10,0x00,0x00,0x00, + 0x00,0x00,0x0A,0x00,0x10,0x00,0x08,0x00,0x07,0x00,0x0C,0x00,0x0A,0x00,0x00,0x00,0x00,0x00,0x00,0x01, + 0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0 }; + + std::stringstream ss; + for (unsigned int i = 0; i < size; ++i) + { + ss << LstmNoCifgWithPeepholeAndProjection_Model[i]; + } + std::string lstmLayerNetwork = ss.str(); + armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(lstmLayerNetwork); + BOOST_CHECK(deserializedNetwork); + + // generating the same model parameters which where used to serialize the model (Layer norm is not specified) + armnn::LstmDescriptor descriptor; + descriptor.m_ActivationFunc = 4; + descriptor.m_ClippingThresProj = 0.0f; + descriptor.m_ClippingThresCell = 0.0f; + descriptor.m_CifgEnabled = false; + descriptor.m_ProjectionEnabled = true; + descriptor.m_PeepholeEnabled = true; + + const uint32_t batchSize = 2; + const uint32_t inputSize = 5; + const uint32_t numUnits = 20; + const uint32_t outputSize = 16; + + armnn::TensorInfo tensorInfo20x5({numUnits, inputSize}, armnn::DataType::Float32); + std::vector<float> inputToInputWeightsData(tensorInfo20x5.GetNumElements(), 0.0f); + armnn::ConstTensor inputToInputWeights(tensorInfo20x5, inputToInputWeightsData); + + std::vector<float> inputToForgetWeightsData(tensorInfo20x5.GetNumElements(), 0.0f); + armnn::ConstTensor inputToForgetWeights(tensorInfo20x5, inputToForgetWeightsData); + + std::vector<float> inputToCellWeightsData(tensorInfo20x5.GetNumElements(), 0.0f); + armnn::ConstTensor inputToCellWeights(tensorInfo20x5, inputToCellWeightsData); + + std::vector<float> inputToOutputWeightsData(tensorInfo20x5.GetNumElements(), 0.0f); + armnn::ConstTensor inputToOutputWeights(tensorInfo20x5, inputToOutputWeightsData); + + armnn::TensorInfo tensorInfo20({numUnits}, armnn::DataType::Float32); + std::vector<float> inputGateBiasData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor inputGateBias(tensorInfo20, inputGateBiasData); + + std::vector<float> forgetGateBiasData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor forgetGateBias(tensorInfo20, forgetGateBiasData); + + std::vector<float> cellBiasData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor cellBias(tensorInfo20, cellBiasData); + + std::vector<float> outputGateBiasData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor outputGateBias(tensorInfo20, outputGateBiasData); + + armnn::TensorInfo tensorInfo20x16({numUnits, outputSize}, armnn::DataType::Float32); + std::vector<float> recurrentToInputWeightsData(tensorInfo20x16.GetNumElements(), 0.0f); + armnn::ConstTensor recurrentToInputWeights(tensorInfo20x16, recurrentToInputWeightsData); + + std::vector<float> recurrentToForgetWeightsData(tensorInfo20x16.GetNumElements(), 0.0f); + armnn::ConstTensor recurrentToForgetWeights(tensorInfo20x16, recurrentToForgetWeightsData); + + std::vector<float> recurrentToCellWeightsData(tensorInfo20x16.GetNumElements(), 0.0f); + armnn::ConstTensor recurrentToCellWeights(tensorInfo20x16, recurrentToCellWeightsData); + + std::vector<float> recurrentToOutputWeightsData(tensorInfo20x16.GetNumElements(), 0.0f); + armnn::ConstTensor recurrentToOutputWeights(tensorInfo20x16, recurrentToOutputWeightsData); + + std::vector<float> cellToInputWeightsData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor cellToInputWeights(tensorInfo20, cellToInputWeightsData); + + std::vector<float> cellToForgetWeightsData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor cellToForgetWeights(tensorInfo20, cellToForgetWeightsData); + + std::vector<float> cellToOutputWeightsData(tensorInfo20.GetNumElements(), 0.0f); + armnn::ConstTensor cellToOutputWeights(tensorInfo20, cellToOutputWeightsData); + + armnn::TensorInfo tensorInfo16x20({outputSize, numUnits}, armnn::DataType::Float32); + std::vector<float> projectionWeightsData(tensorInfo16x20.GetNumElements(), 0.0f); + armnn::ConstTensor projectionWeights(tensorInfo16x20, projectionWeightsData); + + armnn::TensorInfo tensorInfo16({outputSize}, armnn::DataType::Float32); + std::vector<float> projectionBiasData(outputSize, 0.0f); + armnn::ConstTensor projectionBias(tensorInfo16, projectionBiasData); + + armnn::LstmInputParams params; + params.m_InputToForgetWeights = &inputToForgetWeights; + params.m_InputToCellWeights = &inputToCellWeights; + params.m_InputToOutputWeights = &inputToOutputWeights; + params.m_RecurrentToForgetWeights = &recurrentToForgetWeights; + params.m_RecurrentToCellWeights = &recurrentToCellWeights; + params.m_RecurrentToOutputWeights = &recurrentToOutputWeights; + params.m_ForgetGateBias = &forgetGateBias; + params.m_CellBias = &cellBias; + params.m_OutputGateBias = &outputGateBias; + + // additional params because: descriptor.m_CifgEnabled = false + params.m_InputToInputWeights = &inputToInputWeights; + params.m_RecurrentToInputWeights = &recurrentToInputWeights; + params.m_CellToInputWeights = &cellToInputWeights; + params.m_InputGateBias = &inputGateBias; + + // additional params because: descriptor.m_ProjectionEnabled = true + params.m_ProjectionWeights = &projectionWeights; + params.m_ProjectionBias = &projectionBias; + + // additional params because: descriptor.m_PeepholeEnabled = true + params.m_CellToForgetWeights = &cellToForgetWeights; + params.m_CellToOutputWeights = &cellToOutputWeights; + + const std::string layerName("lstm"); + armnn::TensorInfo inputTensorInfo({ batchSize, inputSize }, armnn::DataType::Float32); + armnn::TensorInfo cellStateTensorInfo({ batchSize, numUnits}, armnn::DataType::Float32); + armnn::TensorInfo outputStateTensorInfo({ batchSize, outputSize }, armnn::DataType::Float32); + armnn::TensorInfo lstmTensorInfoScratchBuff({ batchSize, numUnits * 4 }, armnn::DataType::Float32); + + // lets verify that the deserialized model without the new layer normalization parameters still works + VerifyLstmLayer checker( + layerName, + {inputTensorInfo, outputStateTensorInfo, cellStateTensorInfo}, + {lstmTensorInfoScratchBuff, outputStateTensorInfo, cellStateTensorInfo, outputStateTensorInfo}, + descriptor, + params); + deserializedNetwork->Accept(checker); +} + BOOST_AUTO_TEST_SUITE_END() |