diff options
author | Lev Proleev <levp@google.com> | 2020-01-14 15:40:39 +0000 |
---|---|---|
committer | Lev Proleev <levp@google.com> | 2020-02-05 12:41:48 +0000 |
commit | fab4fb12ca85d226a9b41391df7334aab892bb3f (patch) | |
tree | 389fae5a4a25635011ac37c5fe1f9dd666260ae7 /nn | |
parent | 88195b1c6e3f6653615b0ae2795263de5f56f86f (diff) | |
download | ml-fab4fb12ca85d226a9b41391df7334aab892bb3f.tar.gz |
Add a state output for UNIDIRECTIONAL_SEQUENCE_RNN
Bug: 138443991
Test: NNTest_static and VtsHalNeuralnetworksV1_3TargetTest
Change-Id: I87c4735b9ced983142cac502635c1a6a21deed0c
Diffstat (limited to 'nn')
-rw-r--r-- | nn/common/operations/UnidirectionalSequenceRNN.cpp | 35 | ||||
-rw-r--r-- | nn/runtime/include/NeuralNetworks.h | 4 | ||||
-rw-r--r-- | nn/runtime/test/TestValidateOperations.cpp | 3 | ||||
-rw-r--r-- | nn/runtime/test/generated/spec_V1_3/unidirectional_sequence_rnn.example.cpp | 2394 | ||||
-rw-r--r-- | nn/runtime/test/specs/V1_3/unidirectional_sequence_rnn.mod.py | 229 | ||||
-rw-r--r-- | nn/tools/api/types.spec | 6 |
6 files changed, 2668 insertions, 3 deletions
diff --git a/nn/common/operations/UnidirectionalSequenceRNN.cpp b/nn/common/operations/UnidirectionalSequenceRNN.cpp index 57479071c..273b7017a 100644 --- a/nn/common/operations/UnidirectionalSequenceRNN.cpp +++ b/nn/common/operations/UnidirectionalSequenceRNN.cpp @@ -16,6 +16,10 @@ #define LOG_TAG "Operations" +#include <algorithm> +#include <utility> +#include <vector> + #include "HalInterfaces.h" #include "OperationResolver.h" #include "RNN.h" @@ -34,7 +38,9 @@ constexpr uint32_t kActivationParam = 5; constexpr uint32_t kTimeMajorParam = 6; constexpr uint32_t kNumOutputs = 1; +constexpr uint32_t kNumOutputsWithState = 2; constexpr uint32_t kOutputTensor = 0; +constexpr uint32_t kStateOutputTensor = 1; namespace { @@ -111,6 +117,12 @@ bool executeTyped(IOperationExecutionContext* context) { transposeFirstTwoDims(outputTransposed.data(), outputShape, context->getOutputBuffer<T>(kOutputTensor)); } + + if (context->getNumOutputs() == kNumOutputsWithState) { + // We checked that the state output is not omitted during preparation. + T* stateOutput = context->getOutputBuffer<T>(kStateOutputTensor); + std::copy(hiddenState, hiddenState + batchSize * numUnits, stateOutput); + } return true; } @@ -118,7 +130,8 @@ bool executeTyped(IOperationExecutionContext* context) { bool validate(const IOperationValidationContext* context) { NN_RET_CHECK_EQ(context->getNumInputs(), kNumInputs); - NN_RET_CHECK_EQ(context->getNumOutputs(), kNumOutputs); + const int numOutputs = context->getNumOutputs(); + NN_RET_CHECK(numOutputs == kNumOutputs || numOutputs == kNumOutputsWithState); OperandType inputType = context->getInputType(kInputTensor); if (inputType != OperandType::TENSOR_FLOAT16 && inputType != OperandType::TENSOR_FLOAT32) { LOG(ERROR) << "Unsupported input operand type for UNIDIRECTIONAL_SEQUENCE_RNN op: " @@ -127,8 +140,14 @@ bool validate(const IOperationValidationContext* context) { } NN_RET_CHECK(validateInputTypes(context, {inputType, inputType, inputType, inputType, inputType, OperandType::INT32, OperandType::INT32})); - NN_RET_CHECK(validateOutputTypes(context, {inputType})); - return validateHalVersion(context, HalVersion::V1_2); + std::vector<OperandType> outputTypes = {inputType}; + HalVersion minHalVersionSupported = HalVersion::V1_2; + if (numOutputs == kNumOutputsWithState) { + minHalVersionSupported = HalVersion::V1_3; + outputTypes.push_back(inputType); + } + NN_RET_CHECK(validateOutputTypes(context, outputTypes)); + return validateHalVersion(context, minHalVersionSupported); } bool prepare(IOperationExecutionContext* context) { @@ -161,10 +180,20 @@ bool prepare(IOperationExecutionContext* context) { NN_RET_CHECK_EQ(numUnits, getSizeOfDimension(hiddenState, 1)); Shape output = context->getOutputShape(kOutputTensor); + output.dimensions.resize(3); output.dimensions[0] = timeMajor ? maxTime : batchSize; output.dimensions[1] = timeMajor ? batchSize : maxTime; output.dimensions[2] = numUnits; + if (context->getNumOutputs() == kNumOutputsWithState) { + NN_RET_CHECK(!context->isOmittedOutput(kStateOutputTensor)); + Shape outputStateShape = context->getInputShape(kHiddenStateTensor); + outputStateShape.dimensions.resize(2); + outputStateShape.dimensions[0] = batchSize; + outputStateShape.dimensions[1] = numUnits; + NN_RET_CHECK(context->setOutputShape(kStateOutputTensor, outputStateShape)); + } + return context->setOutputShape(kOutputTensor, output); } diff --git a/nn/runtime/include/NeuralNetworks.h b/nn/runtime/include/NeuralNetworks.h index 20c9021dc..65dd30264 100644 --- a/nn/runtime/include/NeuralNetworks.h +++ b/nn/runtime/include/NeuralNetworks.h @@ -5042,6 +5042,10 @@ typedef enum { * it is set to 1, then the output has a shape [maxTime, batchSize, * numUnits], otherwise the output has a shape [batchSize, maxTime, * numUnits]. + * * 1: A tensor of shape [batchSize, numUnits] containing hidden state + * from the last time step in the sequence. This output is optional + * and can be omitted. + * Available since API level 30. * * Available since API level 29. * diff --git a/nn/runtime/test/TestValidateOperations.cpp b/nn/runtime/test/TestValidateOperations.cpp index 304935f79..686920d13 100644 --- a/nn/runtime/test/TestValidateOperations.cpp +++ b/nn/runtime/test/TestValidateOperations.cpp @@ -344,6 +344,9 @@ class OperationTestBase { for (int i = 0; i < 5; i++) { outputs.push_back(outputs[0]); if (ANEURALNETWORKS_NO_ERROR == addOperation(mValidInputs, outputs)) { + if (mOpCode == ANEURALNETWORKS_UNIDIRECTIONAL_SEQUENCE_RNN && i < 1) { + continue; + } return false; } } diff --git a/nn/runtime/test/generated/spec_V1_3/unidirectional_sequence_rnn.example.cpp b/nn/runtime/test/generated/spec_V1_3/unidirectional_sequence_rnn.example.cpp new file mode 100644 index 000000000..14a6bc769 --- /dev/null +++ b/nn/runtime/test/generated/spec_V1_3/unidirectional_sequence_rnn.example.cpp @@ -0,0 +1,2394 @@ +// Generated from unidirectional_sequence_rnn.mod.py +// DO NOT EDIT +// clang-format off +#include "TestHarness.h" +using namespace test_helper; + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output", get_test_model_blackbox_state_output()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output_all_inputs_as_internal", get_test_model_blackbox_state_output_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output_relaxed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = true, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 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.zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 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0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output_relaxed = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output_relaxed", get_test_model_blackbox_state_output_relaxed()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output_relaxed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = true, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output_relaxed_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output_relaxed_all_inputs_as_internal", get_test_model_blackbox_state_output_relaxed_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output_float16() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.7700284719467163f, -0.6274704337120056f, -0.6857216358184814f, 0.006922006607055664f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, -0.21095740795135498f, 0.41213345527648926f, 0.7378480434417725f, 0.09479415416717529f, 0.47791874408721924f, 0.8649692535400391f, 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+ .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.41515299677848816f, 0.21031799912452698f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.0261600017547607f, 0.0f, 0.7282559871673584f, 0.8418300151824951f, 0.0907450020313263f, 0.6288809776306152f, 3.5809900760650635f, 1.4997400045394897f, 0.0f, 0.41515299677848816f, 0.21031799912452698f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.0261600017547607f, 0.0f, 0.7282559871673584f, 0.8418300151824951f, 0.0907450020313263f, 0.6288809776306152f, 3.5809900760650635f, 1.4997400045394897f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output_float16 = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output_float16", get_test_model_blackbox_state_output_float16()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_state_output_float16_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {2, 16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 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-0.5929039716720581f, -0.4178929924964905f, 0.8637909889221191f, -0.423460990190506f, -0.14760099351406097f, -0.7706639766693115f, -0.47900599241256714f, 0.6547819972038269f, 0.5873140096664429f, -0.6391580104827881f, 0.8169689774513245f, -0.337228000164032f, 0.6598780155181885f, 0.7310699820518494f, 0.7547680139541626f, -0.3370420038700104f, 0.0960841029882431f, 0.36835700273513794f, 0.2441910058259964f, -0.8177030086517334f, -0.21122300624847412f, 0.4420120120048523f, 0.3722499907016754f, -0.6235979795455933f, -0.40542298555374146f, 0.45510101318359375f, 0.6736559867858887f, -0.14534500241279602f, -0.5113459825515747f, -0.9016749858856201f, -0.8125200271606445f, -0.12700599431991577f, 0.8098649978637695f, -0.72188401222229f, 0.6362550258636475f, 0.8689889907836914f, -0.3479729890823364f, -0.10179000347852707f, -0.7774490118026733f, 0.917273998260498f, 0.8192859888076782f, 0.20621800422668457f, -0.00785117968916893f, 0.16714100539684296f, 0.45871999859809875f, 0.9729340076446533f, -0.2767980098724365f, 0.8378610014915466f, 0.7479580044746399f, -0.015156599693000317f, -0.3300569951534271f, -0.4690769910812378f, 0.27730798721313477f, 0.4158180058002472f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.06569194793701172f, -0.6905524730682373f, 0.11079549789428711f, -0.9708412885665894f, -0.23957067728042603f, -0.2356656789779663f, -0.38918399810791016f, 0.4748154878616333f, -0.4791103005409241f, 0.29931795597076416f, 0.10463274270296097f, 0.8391817808151245f, 0.3719726800918579f, 0.6195706129074097f, 0.39569640159606934f, -0.3760990500450134f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_state_output_float16_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_state_output_float16_all_inputs_as_internal", get_test_model_blackbox_state_output_float16_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {16, 2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output", get_test_model_blackbox_time_major_state_output()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {16, 2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output_all_inputs_as_internal", get_test_model_blackbox_time_major_state_output_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output_relaxed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = true, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {16, 2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output_relaxed = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output_relaxed", get_test_model_blackbox_time_major_state_output_relaxed()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output_relaxed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = true, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 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1.85665f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {16, 2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.090745f, 0.628881f, 3.58099f, 1.49974f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.816969f, -0.337228f, 0.659878f, 0.73107f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.244191f, -0.817703f, -0.211223f, 0.442012f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, 0.673656f, -0.145345f, -0.511346f, -0.901675f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, 0.636255f, 0.868989f, -0.347973f, -0.10179f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.00785118f, 0.167141f, 0.45872f, 0.972934f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f, -0.330057f, -0.469077f, 0.277308f, 0.415818f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output_relaxed_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output_relaxed_all_inputs_as_internal", get_test_model_blackbox_time_major_state_output_relaxed_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output_float16() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {0, 1, 2, 3, 4}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, 0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.7700284719467163f, -0.6274704337120056f, -0.6857216358184814f, 0.006922006607055664f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.7700284719467163f, -0.6274704337120056f, -0.6857216358184814f, 0.006922006607055664f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, -0.21095740795135498f, 0.41213345527648926f, 0.7378480434417725f, 0.09479415416717529f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, -0.21095740795135498f, 0.41213345527648926f, 0.7378480434417725f, 0.09479415416717529f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 0.10288584232330322f, 0.8668400049209595f, -0.01118624210357666f, 0.10513687133789062f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 0.10288584232330322f, 0.8668400049209595f, -0.01118624210357666f, 0.10513687133789062f, 0.8782583475112915f, 0.5992914438247681f, 0.6282774209976196f, 0.18899452686309814f, 0.31440186500549316f, 0.9905998706817627f, 0.8717035055160522f, -0.35091716051101685f, 0.8782583475112915f, 0.5992914438247681f, 0.6282774209976196f, 0.18899452686309814f, 0.31440186500549316f, 0.9905998706817627f, 0.8717035055160522f, -0.35091716051101685f, 0.7486187219619751f, 0.17831337451934814f, 0.27554190158843994f, 0.5186471939086914f, 0.5508428812026978f, 0.5898202657699585f, -0.4744308590888977f, 0.20875751972198486f, 0.7486187219619751f, 0.17831337451934814f, 0.27554190158843994f, 0.5186471939086914f, 0.5508428812026978f, 0.5898202657699585f, -0.4744308590888977f, 0.20875751972198486f, -0.058871567249298096f, -0.6660907864570618f, 0.5909807682037354f, 0.7301709651947021f, 0.7460427284240723f, 0.3288288116455078f, -0.17503482103347778f, 0.2239614725112915f, -0.058871567249298096f, -0.6660907864570618f, 0.5909807682037354f, 0.7301709651947021f, 0.7460427284240723f, 0.3288288116455078f, -0.17503482103347778f, 0.2239614725112915f, 0.19379806518554688f, 0.29120302200317383f, 0.07711303234100342f, -0.7033160924911499f, 0.1580430269241333f, -0.9340732097625732f, 0.40182065963745117f, 0.036301374435424805f, 0.19379806518554688f, 0.29120302200317383f, 0.07711303234100342f, -0.7033160924911499f, 0.1580430269241333f, -0.9340732097625732f, 0.40182065963745117f, 0.036301374435424805f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 0.020698070526123047f, -0.9030006527900696f, 0.6287028789520264f, -0.23068320751190186f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 0.020698070526123047f, -0.9030006527900696f, 0.6287028789520264f, -0.23068320751190186f, 0.27531278133392334f, -0.09575521945953369f, -0.7120360136032104f, -0.1738443374633789f, -0.5059349536895752f, -0.18646687269210815f, -0.965086817741394f, 0.4351935386657715f, 0.27531278133392334f, -0.09575521945953369f, -0.7120360136032104f, -0.1738443374633789f, -0.5059349536895752f, -0.18646687269210815f, -0.965086817741394f, 0.4351935386657715f, 0.14744234085083008f, 0.6258940696716309f, 0.16536450386047363f, -0.10651493072509766f, -0.045277178287506104f, 0.9903297424316406f, -0.8825535178184509f, -0.851479172706604f, 0.14744234085083008f, 0.6258940696716309f, 0.16536450386047363f, -0.10651493072509766f, -0.045277178287506104f, 0.9903297424316406f, -0.8825535178184509f, -0.851479172706604f, 0.2815326452255249f, 0.19455957412719727f, -0.5547952651977539f, -0.5604243278503418f, 0.260486364364624f, 0.8470253944396973f, 0.475877046585083f, -0.0742955207824707f, 0.2815326452255249f, 0.19455957412719727f, -0.5547952651977539f, -0.5604243278503418f, 0.260486364364624f, 0.8470253944396973f, 0.475877046585083f, -0.0742955207824707f, -0.12287641316652298f, 0.701172947883606f, 0.9053244590759277f, 0.8978216648101807f, 0.7981722354888916f, 0.5340273380279541f, -0.3328615427017212f, 0.07348501682281494f, -0.12287641316652298f, 0.701172947883606f, 0.9053244590759277f, 0.8978216648101807f, 0.7981722354888916f, 0.5340273380279541f, -0.3328615427017212f, 0.07348501682281494f, -0.5617278814315796f, -0.04489755630493164f, 0.899640679359436f, -0.06766283512115479f, 0.768635630607605f, 0.934553861618042f, -0.6324692964553833f, -0.08392202854156494f, -0.5617278814315796f, -0.04489755630493164f, 0.899640679359436f, -0.06766283512115479f, 0.768635630607605f, 0.934553861618042f, -0.6324692964553833f, -0.08392202854156494f}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.4614590108394623f, 0.15338100492954254f, 0.5297430157661438f, -0.003712180070579052f, 0.6762670278549194f, -0.21134600043296814f, 0.3174929916858673f, 0.9696890115737915f, -0.34325098991394043f, 0.18642300367355347f, 0.3981510102748871f, 0.1523990035057068f, 0.4485040009021759f, 0.31766200065612793f, 0.5235559940338135f, -0.32351401448249817f, 0.48087701201438904f, 0.33311301469802856f, -0.7577139735221863f, -0.6744869947433472f, -0.6435850262641907f, 0.21776600182056427f, -0.025146199390292168f, 0.7951200008392334f, -0.5955740213394165f, -0.4224439859390259f, 0.37157198786735535f, -0.4521780014038086f, -0.556069016456604f, -0.48218798637390137f, -0.6854559779167175f, -0.7278509736061096f, 0.8418290019035339f, 0.5515350103378296f, -0.23233599960803986f, 0.7291579842567444f, -0.0029490599408745766f, -0.6975399851799011f, 0.7660729885101318f, 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0.8169689774513245f, -0.337228000164032f, 0.6598780155181885f, 0.7310699820518494f, 0.7547680139541626f, -0.3370420038700104f, 0.0960841029882431f, 0.36835700273513794f, 0.2441910058259964f, -0.8177030086517334f, -0.21122300624847412f, 0.4420120120048523f, 0.3722499907016754f, -0.6235979795455933f, -0.40542298555374146f, 0.45510101318359375f, 0.6736559867858887f, -0.14534500241279602f, -0.5113459825515747f, -0.9016749858856201f, -0.8125200271606445f, -0.12700599431991577f, 0.8098649978637695f, -0.72188401222229f, 0.6362550258636475f, 0.8689889907836914f, -0.3479729890823364f, -0.10179000347852707f, -0.7774490118026733f, 0.917273998260498f, 0.8192859888076782f, 0.20621800422668457f, -0.00785117968916893f, 0.16714100539684296f, 0.45871999859809875f, 0.9729340076446533f, -0.2767980098724365f, 0.8378610014915466f, 0.7479580044746399f, -0.015156599693000317f, -0.3300569951534271f, -0.4690769910812378f, 0.27730798721313477f, 0.4158180058002472f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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0.0f, 0.0f, 0.10000000149011612f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.06569194793701172f, -0.6905524730682373f, 0.11079549789428711f, -0.9708412885665894f, -0.23957067728042603f, -0.2356656789779663f, -0.38918399810791016f, 0.4748154878616333f, -0.4791103005409241f, 0.29931795597076416f, 0.10463274270296097f, 0.8391817808151245f, 0.3719726800918579f, 0.6195706129074097f, 0.39569640159606934f, -0.3760990500450134f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1.4997400045394897f, 0.0f}), + .dimensions = {16, 2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.41515299677848816f, 0.21031799912452698f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.0261600017547607f, 0.0f, 0.7282559871673584f, 0.8418300151824951f, 0.0907450020313263f, 0.6288809776306152f, 3.5809900760650635f, 1.4997400045394897f, 0.0f, 0.41515299677848816f, 0.21031799912452698f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.0261600017547607f, 0.0f, 0.7282559871673584f, 0.8418300151824951f, 0.0907450020313263f, 0.6288809776306152f, 3.5809900760650635f, 1.4997400045394897f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output_float16 = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output_float16", get_test_model_blackbox_time_major_state_output_float16()); + +} // namespace generated_tests::unidirectional_sequence_rnn + +namespace generated_tests::unidirectional_sequence_rnn { + +const TestModel& get_test_model_blackbox_time_major_state_output_float16_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .inputIndexes = {9, 12, 15, 18, 21}, + .isRelaxed = false, + .minSupportedVersion = TestHalVersion::V1_3, + .operands = {{ + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16, 2, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.49672600626945496f, 0.0f, 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{1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.4614590108394623f, 0.15338100492954254f, 0.5297430157661438f, -0.003712180070579052f, 0.6762670278549194f, -0.21134600043296814f, 0.3174929916858673f, 0.9696890115737915f, -0.34325098991394043f, 0.18642300367355347f, 0.3981510102748871f, 0.1523990035057068f, 0.4485040009021759f, 0.31766200065612793f, 0.5235559940338135f, -0.32351401448249817f, 0.48087701201438904f, 0.33311301469802856f, -0.7577139735221863f, -0.6744869947433472f, -0.6435850262641907f, 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0.7238339781761169f, -0.008045200258493423f, -0.35038599371910095f, -0.27280300855636597f, 0.11512099951505661f, -0.41264399886131287f, -0.8247129917144775f, -0.992842972278595f, -0.5929039716720581f, -0.4178929924964905f, 0.8637909889221191f, -0.423460990190506f, -0.14760099351406097f, -0.7706639766693115f, -0.47900599241256714f, 0.6547819972038269f, 0.5873140096664429f, -0.6391580104827881f, 0.8169689774513245f, -0.337228000164032f, 0.6598780155181885f, 0.7310699820518494f, 0.7547680139541626f, -0.3370420038700104f, 0.0960841029882431f, 0.36835700273513794f, 0.2441910058259964f, -0.8177030086517334f, -0.21122300624847412f, 0.4420120120048523f, 0.3722499907016754f, -0.6235979795455933f, -0.40542298555374146f, 0.45510101318359375f, 0.6736559867858887f, -0.14534500241279602f, -0.5113459825515747f, -0.9016749858856201f, -0.8125200271606445f, -0.12700599431991577f, 0.8098649978637695f, -0.72188401222229f, 0.6362550258636475f, 0.8689889907836914f, -0.3479729890823364f, -0.10179000347852707f, -0.7774490118026733f, 0.917273998260498f, 0.8192859888076782f, 0.20621800422668457f, -0.00785117968916893f, 0.16714100539684296f, 0.45871999859809875f, 0.9729340076446533f, -0.2767980098724365f, 0.8378610014915466f, 0.7479580044746399f, -0.015156599693000317f, -0.3300569951534271f, -0.4690769910812378f, 0.27730798721313477f, 0.4158180058002472f}), + .dimensions = {16, 8}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.10000000149011612f}), + .dimensions = {16, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.06569194793701172f, -0.6905524730682373f, 0.11079549789428711f, -0.9708412885665894f, -0.23957067728042603f, -0.2356656789779663f, -0.38918399810791016f, 0.4748154878616333f, -0.4791103005409241f, 0.29931795597076416f, 0.10463274270296097f, 0.8391817808151245f, 0.3719726800918579f, 0.6195706129074097f, 0.39569640159606934f, -0.3760990500450134f}), + .dimensions = {16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), + .dimensions = {2, 16}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({0.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {9, 10, 11}, + .outputs = {0}, + .type = TestOperationType::ADD + }, { + .inputs = {12, 13, 14}, + .outputs = {1}, + .type = TestOperationType::ADD + }, { + .inputs = {15, 16, 17}, + .outputs = {2}, + .type = TestOperationType::ADD + }, { + .inputs = {18, 19, 20}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {21, 22, 23}, + .outputs = {4}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3, 4, 5, 6}, + .outputs = {7, 8}, + .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_RNN + }}, + .outputIndexes = {7, 8} + }; + return model; +} + +const auto dummy_test_model_blackbox_time_major_state_output_float16_all_inputs_as_internal = TestModelManager::get().add("unidirectional_sequence_rnn_blackbox_time_major_state_output_float16_all_inputs_as_internal", get_test_model_blackbox_time_major_state_output_float16_all_inputs_as_internal()); + +} // namespace generated_tests::unidirectional_sequence_rnn + diff --git a/nn/runtime/test/specs/V1_3/unidirectional_sequence_rnn.mod.py b/nn/runtime/test/specs/V1_3/unidirectional_sequence_rnn.mod.py new file mode 100644 index 000000000..75563e12c --- /dev/null +++ b/nn/runtime/test/specs/V1_3/unidirectional_sequence_rnn.mod.py @@ -0,0 +1,229 @@ +# +# Copyright (C) 2019 The Android Open Source Project +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import numpy as np + + +def test(name, input, weights, recurrent_weights, bias, hidden_state, + activation, time_major, output, output_state, input_data, weights_data, + recurrent_weights_data, bias_data, hidden_state_data, output_data, + output_state_data): + activation = Int32Scalar("activation", activation) + time_major = Int32Scalar("time_major", time_major) + model = Model().Operation("UNIDIRECTIONAL_SEQUENCE_RNN", input, weights, + recurrent_weights, bias, hidden_state, activation, + time_major).To(output, output_state) + example = Example( + { + input: input_data, + weights: weights_data, + recurrent_weights: recurrent_weights_data, + bias: bias_data, + hidden_state: hidden_state_data, + output: output_data, + output_state: output_state_data, + }, + model=model, + name=name).AddVariations("relaxed", "float16") + + +def convert_to_time_major(tensor, num_batches, max_time, input_size): + return np.array(tensor).reshape([num_batches, max_time, input_size + ]).transpose([1, 0, 2]).flatten().tolist() + + +num_batches = 2 +max_time = 16 +input_size = 8 +num_units = 16 + +input_data = [ + 0.23689353, 0.285385, 0.037029743, -0.19858193, -0.27569133, 0.43773448, + 0.60379338, 0.35562468, -0.69424844, -0.93421471, -0.87287879, 0.37144363, + -0.62476718, 0.23791671, 0.40060222, 0.1356622, -0.99774903, -0.98858172, + -0.38952237, -0.47685933, 0.31073618, 0.71511042, -0.63767755, -0.31729108, + 0.33468103, 0.75801885, 0.30660987, -0.37354088, 0.77002847, -0.62747043, + -0.68572164, 0.0069220066, 0.65791464, 0.35130811, 0.80834007, -0.61777675, + -0.21095741, 0.41213346, 0.73784804, 0.094794154, 0.47791874, 0.86496925, + -0.53376222, 0.85315156, 0.10288584, 0.86684, -0.011186242, 0.10513687, + 0.87825835, 0.59929144, 0.62827742, 0.18899453, 0.31440187, 0.99059987, + 0.87170351, -0.35091716, 0.74861872, 0.17831337, 0.2755419, 0.51864719, + 0.55084288, 0.58982027, -0.47443086, 0.20875752, -0.058871567, -0.66609079, + 0.59098077, 0.73017097, 0.74604273, 0.32882881, -0.17503482, 0.22396147, + 0.19379807, 0.29120302, 0.077113032, -0.70331609, 0.15804303, -0.93407321, + 0.40182066, 0.036301374, 0.66521823, 0.0300982, -0.7747041, -0.02038002, + 0.020698071, -0.90300065, 0.62870288, -0.23068321, 0.27531278, -0.095755219, + -0.712036, -0.17384434, -0.50593495, -0.18646687, -0.96508682, 0.43519354, + 0.14744234, 0.62589407, 0.1653645, -0.10651493, -0.045277178, 0.99032974, + -0.88255352, -0.85147917, 0.28153265, 0.19455957, -0.55479527, -0.56042433, + 0.26048636, 0.84702539, 0.47587705, -0.074295521, -0.12287641, 0.70117295, + 0.90532446, 0.89782166, 0.79817224, 0.53402734, -0.33286154, 0.073485017, + -0.56172788, -0.044897556, 0.89964068, -0.067662835, 0.76863563, 0.93455386, + -0.6324693, -0.083922029 +] * 2 +weights_data = [ + 0.461459, 0.153381, 0.529743, -0.00371218, 0.676267, -0.211346, 0.317493, + 0.969689, -0.343251, 0.186423, 0.398151, 0.152399, 0.448504, 0.317662, + 0.523556, -0.323514, 0.480877, 0.333113, -0.757714, -0.674487, -0.643585, + 0.217766, -0.0251462, 0.79512, -0.595574, -0.422444, 0.371572, -0.452178, + -0.556069, -0.482188, -0.685456, -0.727851, 0.841829, 0.551535, -0.232336, + 0.729158, -0.00294906, -0.69754, 0.766073, -0.178424, 0.369513, -0.423241, + 0.548547, -0.0152023, -0.757482, -0.85491, 0.251331, -0.989183, 0.306261, + -0.340716, 0.886103, -0.0726757, -0.723523, -0.784303, 0.0354295, 0.566564, + -0.485469, -0.620498, 0.832546, 0.697884, -0.279115, 0.294415, -0.584313, + 0.548772, 0.0648819, 0.968726, 0.723834, -0.0080452, -0.350386, -0.272803, + 0.115121, -0.412644, -0.824713, -0.992843, -0.592904, -0.417893, 0.863791, + -0.423461, -0.147601, -0.770664, -0.479006, 0.654782, 0.587314, -0.639158, + 0.816969, -0.337228, 0.659878, 0.73107, 0.754768, -0.337042, 0.0960841, + 0.368357, 0.244191, -0.817703, -0.211223, 0.442012, 0.37225, -0.623598, + -0.405423, 0.455101, 0.673656, -0.145345, -0.511346, -0.901675, -0.81252, + -0.127006, 0.809865, -0.721884, 0.636255, 0.868989, -0.347973, -0.10179, + -0.777449, 0.917274, 0.819286, 0.206218, -0.00785118, 0.167141, 0.45872, + 0.972934, -0.276798, 0.837861, 0.747958, -0.0151566, -0.330057, -0.469077, + 0.277308, 0.415818 +] +recurrent_weights_data = [ + 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.1 +] +bias_data = [ + 0.065691948, -0.69055247, 0.1107955, -0.97084129, -0.23957068, -0.23566568, + -0.389184, 0.47481549, -0.4791103, 0.29931796, 0.10463274, 0.83918178, + 0.37197268, 0.61957061, 0.3956964, -0.37609905 +] + +output_data = [ + 0.496726, 0, 0.965996, 0, 0.0584254, 0, 0, 0.12315, 0, 0, 0.612266, + 0.456601, 0, 0.52286, 1.16099, 0.0291232, 0, 0, 0.524901, 0, 0, 0, 0, + 1.02116, 0, 1.35762, 0, 0.356909, 0.436415, 0.0355727, 0, 0, 0, 0, 0, + 0.262335, 0, 0, 0, 1.33992, 0, 2.9739, 0, 0, 1.31914, 2.66147, 0, 0, + 0.942568, 0, 0, 0, 0.025507, 0, 0, 0, 0.321429, 0.569141, 1.25274, 1.57719, + 0.8158, 1.21805, 0.586239, 0.25427, 1.04436, 0, 0.630725, 0, 0.133801, + 0.210693, 0.363026, 0, 0.533426, 0, 1.25926, 0.722707, 0, 1.22031, 1.30117, + 0.495867, 0.222187, 0, 0.72725, 0, 0.767003, 0, 0, 0.147835, 0, 0, 0, + 0.608758, 0.469394, 0.00720298, 0.927537, 0, 0.856974, 0.424257, 0, 0, + 0.937329, 0, 0, 0, 0.476425, 0, 0.566017, 0.418462, 0.141911, 0.996214, + 1.13063, 0, 0.967899, 0, 0, 0, 0.0831304, 0, 0, 1.00378, 0, 0, 0, 1.44818, + 1.01768, 0.943891, 0.502745, 0, 0.940135, 0, 0, 0, 0, 0, 0, 2.13243, 0, + 0.71208, 0.123918, 1.53907, 1.30225, 1.59644, 0.70222, 0, 0.804329, 0, + 0.430576, 0, 0.505872, 0.509603, 0.343448, 0, 0.107756, 0.614544, 1.44549, + 1.52311, 0.0454298, 0.300267, 0.562784, 0.395095, 0.228154, 0, 0.675323, 0, + 1.70536, 0.766217, 0, 0, 0, 0.735363, 0.0759267, 1.91017, 0.941888, 0, 0, 0, + 0, 0, 1.5909, 0, 0, 0, 0, 0.5755, 0, 0.184687, 0, 1.56296, 0.625285, 0, 0, + 0, 0, 0, 0.0857888, 0, 0, 0, 0, 0.488383, 0.252786, 0, 0, 0, 1.02817, + 1.85665, 0, 0, 0.00981836, 0, 1.06371, 0, 0, 0, 0, 0, 0, 0.290445, 0.316406, + 0, 0.304161, 1.25079, 0.0707152, 0, 0.986264, 0.309201, 0, 0, 0, 0, 0, + 1.64896, 0.346248, 0, 0.918175, 0.78884, 0.524981, 1.92076, 2.07013, + 0.333244, 0.415153, 0.210318, 0, 0, 0, 0, 0, 2.02616, 0, 0.728256, 0.84183, + 0.0907453, 0.628881, 3.58099, 1.49974, 0 +] * 2 + +output_state_data = [ + 0.415153, + 0.210318, + 0, + 0, + 0, + 0, + 0, + 2.02616, + 0, + 0.728256, + 0.84183, + 0.090745, + 0.628881, + 3.58099, + 1.49974, + 0, + 0.415153, + 0.210318, + 0, + 0, + 0, + 0, + 0, + 2.02616, + 0, + 0.728256, + 0.84183, + 0.090745, + 0.628881, + 3.58099, + 1.49974, + 0, +] + +test( + name="blackbox_state_output", + input=Input("input", "TENSOR_FLOAT32", + "{{{}, {}, {}}}".format(num_batches, max_time, input_size)), + weights=Input("weights", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_units, input_size)), + recurrent_weights=Input("recurrent_weights", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_units, num_units)), + bias=Input("bias", "TENSOR_FLOAT32", "{{{}}}".format(num_units)), + hidden_state=Input("hidden_state", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_batches, num_units)), + output=Output("output", "TENSOR_FLOAT32", + "{{{}, {}, {}}}".format(num_batches, max_time, num_units)), + output_state=Output("output_state", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_batches, num_units)), + activation=1, + time_major=0, + input_data=input_data, + weights_data=weights_data, + recurrent_weights_data=recurrent_weights_data, + bias_data=bias_data, + hidden_state_data=[0] * num_batches * num_units, + output_data=output_data, + output_state_data=output_state_data, +) + +test( + name="blackbox_time_major_state_output", + input=Input("input", "TENSOR_FLOAT32", + "{{{}, {}, {}}}".format(max_time, num_batches, input_size)), + weights=Input("weights", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_units, input_size)), + recurrent_weights=Input("recurrent_weights", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_units, num_units)), + bias=Input("bias", "TENSOR_FLOAT32", "{{{}}}".format(num_units)), + hidden_state=Input("hidden_state", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_batches, num_units)), + output=Output("output", "TENSOR_FLOAT32", + "{{{}, {}, {}}}".format(max_time, num_batches, num_units)), + output_state=Output("output_state", "TENSOR_FLOAT32", + "{{{}, {}}}".format(num_batches, num_units)), + activation=1, + time_major=1, + input_data=convert_to_time_major(input_data, num_batches, max_time, + input_size), + weights_data=weights_data, + recurrent_weights_data=recurrent_weights_data, + bias_data=bias_data, + hidden_state_data=[0] * num_batches * num_units, + output_data=convert_to_time_major(output_data, num_batches, max_time, + num_units), + output_state_data=output_state_data, +) diff --git a/nn/tools/api/types.spec b/nn/tools/api/types.spec index 55c48f660..144b90aee 100644 --- a/nn/tools/api/types.spec +++ b/nn/tools/api/types.spec @@ -5671,6 +5671,12 @@ * it is set to 1, then the output has a shape [maxTime, batchSize, * numUnits], otherwise the output has a shape [batchSize, maxTime, * numUnits]. +%kind ndk hal_1.3+ + * * 1: A tensor of shape [batchSize, numUnits] containing hidden state + * from the last time step in the sequence. This output is optional + * and can be omitted. + * Available since %{APILevel30}. +%/kind %insert-lines AVAIL29 %insert-lines OutputState */ |