// Generated from svdf.mod.py // DO NOT EDIT // clang-format off #include "TestHarness.h" using namespace test_helper; namespace generated_tests::svdf { const TestModel& get_test_model() { static TestModel model = { .expectFailure = false, .expectedMultinomialDistributionTolerance = 0, .isRelaxed = false, .main = { .inputIndexes = {0, 1, 2, 3, 4}, .operands = {{ // input .channelQuant = {}, .data = TestBuffer::createFromVector({0.12609188f, -0.46347019f, -0.89598465f, 0.12609188f, -0.46347019f, -0.89598465f}), .dimensions = {2, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // weights_feature .channelQuant = {}, .data = TestBuffer::createFromVector({-0.31930989f, -0.36118156f, 0.0079667f, 0.37613347f, 0.22197971f, 0.12416199f, 0.27901134f, 0.27557442f, 0.3905206f, -0.36137494f, -0.06634006f, -0.10640851f}), .dimensions = {4, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // weights_time .channelQuant = {}, .data = TestBuffer::createFromVector({-0.31930989f, 0.37613347f, 0.27901134f, -0.36137494f, -0.36118156f, 0.22197971f, 0.27557442f, -0.06634006f, 0.0079667f, 0.12416199f, 0.3905206f, -0.10640851f, -0.0976817f, 0.15294972f, 0.39635518f, -0.02702999f, 0.39296314f, 0.15785322f, 0.21931258f, 0.31053296f, -0.36916667f, 0.38031587f, -0.21580373f, 0.27072677f, 0.23622236f, 0.34936687f, 0.18174365f, 0.35907319f, -0.17493086f, 0.324846f, -0.10781813f, 0.27201805f, 0.14324132f, -0.23681851f, -0.27115166f, -0.01580888f, -0.14943552f, 0.15465137f, 0.09784451f, -0.0337657f}), .dimensions = {4, 10}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // bias .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {4}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // state_in .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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, 40}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // rank_param .channelQuant = {}, .data = TestBuffer::createFromVector({1}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // activation_param .channelQuant = {}, .data = TestBuffer::createFromVector({0}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // state_out .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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, 40}, .isIgnored = true, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .numberOfConsumers = 0, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // output .channelQuant = {}, .data = TestBuffer::createFromVector({0.014899f, -0.0517661f, -0.143725f, -0.00271883f, 0.014899f, -0.0517661f, -0.143725f, -0.00271883f}), .dimensions = {2, 4}, .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::SVDF }}, .outputIndexes = {7, 8} }, .minSupportedVersion = TestHalVersion::V1_0, .referenced = {} }; return model; } const auto dummy_test_model = TestModelManager::get().add("svdf", get_test_model()); } // namespace generated_tests::svdf namespace generated_tests::svdf { const TestModel& get_test_model_all_inputs_as_internal() { static TestModel model = { .expectFailure = false, .expectedMultinomialDistributionTolerance = 0, .isRelaxed = false, .main = { .inputIndexes = {3, 9, 12, 15, 18}, .operands = {{ // input .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {2, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // weights_feature .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {4, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // weights_time .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {4, 10}, .isIgnored = false, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // bias .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {4}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // state_in .channelQuant = {}, .data = TestBuffer::createFromVector({}), .dimensions = {2, 40}, .isIgnored = false, .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // rank_param .channelQuant = {}, .data = TestBuffer::createFromVector({1}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // activation_param .channelQuant = {}, .data = TestBuffer::createFromVector({0}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // state_out .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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, 40}, .isIgnored = true, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .numberOfConsumers = 0, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // output .channelQuant = {}, .data = TestBuffer::createFromVector({0.014899f, -0.0517661f, -0.143725f, -0.00271883f, 0.014899f, -0.0517661f, -0.143725f, -0.00271883f}), .dimensions = {2, 4}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, .numberOfConsumers = 0, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // input_new .channelQuant = {}, .data = TestBuffer::createFromVector({0.12609188f, -0.46347019f, -0.89598465f, 0.12609188f, -0.46347019f, -0.89598465f}), .dimensions = {2, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // placeholder .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f}), .dimensions = {1}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // param .channelQuant = {}, .data = TestBuffer::createFromVector({0}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // weights_feature_new .channelQuant = {}, .data = TestBuffer::createFromVector({-0.31930989f, -0.36118156f, 0.0079667f, 0.37613347f, 0.22197971f, 0.12416199f, 0.27901134f, 0.27557442f, 0.3905206f, -0.36137494f, -0.06634006f, -0.10640851f}), .dimensions = {4, 3}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // placeholder1 .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f}), .dimensions = {1}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // param1 .channelQuant = {}, .data = TestBuffer::createFromVector({0}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // weights_time_new .channelQuant = {}, .data = TestBuffer::createFromVector({-0.31930989f, 0.37613347f, 0.27901134f, -0.36137494f, -0.36118156f, 0.22197971f, 0.27557442f, -0.06634006f, 0.0079667f, 0.12416199f, 0.3905206f, -0.10640851f, -0.0976817f, 0.15294972f, 0.39635518f, -0.02702999f, 0.39296314f, 0.15785322f, 0.21931258f, 0.31053296f, -0.36916667f, 0.38031587f, -0.21580373f, 0.27072677f, 0.23622236f, 0.34936687f, 0.18174365f, 0.35907319f, -0.17493086f, 0.324846f, -0.10781813f, 0.27201805f, 0.14324132f, -0.23681851f, -0.27115166f, -0.01580888f, -0.14943552f, 0.15465137f, 0.09784451f, -0.0337657f}), .dimensions = {4, 10}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // placeholder2 .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f}), .dimensions = {1}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // param2 .channelQuant = {}, .data = TestBuffer::createFromVector({0}), .dimensions = {}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::INT32, .zeroPoint = 0 }, { // state_in_new .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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, 40}, .isIgnored = false, .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // placeholder3 .channelQuant = {}, .data = TestBuffer::createFromVector({0.0f}), .dimensions = {1}, .isIgnored = false, .lifetime = TestOperandLifeTime::CONSTANT_COPY, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 }, { // param3 .channelQuant = {}, .data = TestBuffer::createFromVector({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 = {4}, .type = TestOperationType::ADD }, { .inputs = {0, 1, 2, 3, 4, 5, 6}, .outputs = {7, 8}, .type = TestOperationType::SVDF }}, .outputIndexes = {7, 8} }, .minSupportedVersion = TestHalVersion::V1_0, .referenced = {} }; return model; } const auto dummy_test_model_all_inputs_as_internal = TestModelManager::get().add("svdf_all_inputs_as_internal", get_test_model_all_inputs_as_internal()); } // namespace generated_tests::svdf