| // Generated from unidirectional_sequence_lstm_cifg_peephole.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::unidirectional_sequence_lstm_cifg_peephole { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 24, 25, 26, 27}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 3.0f, 3.0f, 4.0f, 1.0f, 1.0f}), |
| .dimensions = {3, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.55291498f, -0.42866567f, 0.13056988f, -0.3633365f, -0.22755712f, 0.28253698f, 0.24407166f, 0.33826375f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.49770179f, -0.27711356f, -0.09624726f, 0.05100781f, 0.04717243f, 0.48944736f, -0.38535351f, -0.17212132f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.10725588f, -0.02335852f, -0.55932593f, -0.09426838f, -0.44257352f, 0.54939759f, 0.01533556f, 0.42751634f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.13832897f, -0.0515101f, -0.2359007f, -0.16661474f, -0.14340827f, 0.36986142f, 0.23414481f, 0.55899f, 0.10798943f, -0.41174671f, 0.17751795f, -0.34484994f, -0.35874045f, -0.11352962f, 0.27268326f, 0.54058349f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.54066205f, -0.32668582f, -0.43562764f, -0.56094903f, 0.42957711f, 0.01841056f, -0.32764608f, -0.33027974f, -0.10826075f, 0.20675004f, 0.19069612f, -0.03026325f, -0.54532051f, 0.33003211f, 0.44901288f, 0.21193194f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.41613156f, 0.42610586f, -0.16495961f, -0.5663873f, 0.30579174f, -0.05115908f, -0.33941799f, 0.23364776f, 0.11178309f, 0.09481031f, -0.26424935f, 0.46261835f, 0.50248802f, 0.26114327f, -0.43736315f, 0.33149987f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.47485286f, -0.51955009f, -0.24458408f, 0.31544167f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.17135078f, 0.82760304f, 0.85573703f, -0.77109635f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 1.0f, 1.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({4}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<bool8>({true}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::BOOL, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.36444446f, -0.00352185f, 0.12886585f, -0.05163646f, -0.42312205f, -0.01218222f, 0.24201041f, -0.08124574f, -0.358325f, -0.04621704f, 0.21641694f, -0.06471302f}), |
| .dimensions = {3, 1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27}, |
| .outputs = {28}, |
| .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_LSTM |
| }}, |
| .outputIndexes = {28} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::unidirectional_sequence_lstm_cifg_peephole |
| |
| namespace generated_tests::unidirectional_sequence_lstm_cifg_peephole { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {1, 5, 9, 12, 16, 17, 24, 25, 26, 27, 29, 32, 35, 38, 41, 44, 47, 50, 53, 56, 59, 62, 65, 68}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {3, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({4}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<bool8>({true}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::BOOL, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.36444446f, -0.00352185f, 0.12886585f, -0.05163646f, -0.42312205f, -0.01218222f, 0.24201041f, -0.08124574f, -0.358325f, -0.04621704f, 0.21641694f, -0.06471302f}), |
| .dimensions = {3, 1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 3.0f, 3.0f, 4.0f, 1.0f, 1.0f}), |
| .dimensions = {3, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({-0.55291498f, -0.42866567f, 0.13056988f, -0.3633365f, -0.22755712f, 0.28253698f, 0.24407166f, 0.33826375f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({-0.49770179f, -0.27711356f, -0.09624726f, 0.05100781f, 0.04717243f, 0.48944736f, -0.38535351f, -0.17212132f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({0.10725588f, -0.02335852f, -0.55932593f, -0.09426838f, -0.44257352f, 0.54939759f, 0.01533556f, 0.42751634f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({-0.13832897f, -0.0515101f, -0.2359007f, -0.16661474f, -0.14340827f, 0.36986142f, 0.23414481f, 0.55899f, 0.10798943f, -0.41174671f, 0.17751795f, -0.34484994f, -0.35874045f, -0.11352962f, 0.27268326f, 0.54058349f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({0.54066205f, -0.32668582f, -0.43562764f, -0.56094903f, 0.42957711f, 0.01841056f, -0.32764608f, -0.33027974f, -0.10826075f, 0.20675004f, 0.19069612f, -0.03026325f, -0.54532051f, 0.33003211f, 0.44901288f, 0.21193194f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({0.41613156f, 0.42610586f, -0.16495961f, -0.5663873f, 0.30579174f, -0.05115908f, -0.33941799f, 0.23364776f, 0.11178309f, 0.09481031f, -0.26424935f, 0.46261835f, 0.50248802f, 0.26114327f, -0.43736315f, 0.33149987f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({0.47485286f, -0.51955009f, -0.24458408f, 0.31544167f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({-0.17135078f, 0.82760304f, 0.85573703f, -0.77109635f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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>({1.0f, 1.0f, 1.0f, 1.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_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 = {29, 30, 31}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {32, 33, 34}, |
| .outputs = {2}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {35, 36, 37}, |
| .outputs = {3}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {38, 39, 40}, |
| .outputs = {4}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {41, 42, 43}, |
| .outputs = {6}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {44, 45, 46}, |
| .outputs = {7}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {47, 48, 49}, |
| .outputs = {8}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {50, 51, 52}, |
| .outputs = {10}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {53, 54, 55}, |
| .outputs = {11}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {56, 57, 58}, |
| .outputs = {13}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {59, 60, 61}, |
| .outputs = {14}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {62, 63, 64}, |
| .outputs = {15}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {65, 66, 67}, |
| .outputs = {18}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {68, 69, 70}, |
| .outputs = {19}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27}, |
| .outputs = {28}, |
| .type = TestOperationType::UNIDIRECTIONAL_SEQUENCE_LSTM |
| }}, |
| .outputIndexes = {28} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::unidirectional_sequence_lstm_cifg_peephole |
| |
