// Generated from dequantize_quant8_signed.mod.py
// DO NOT EDIT
// clang-format off
#include "TestHarness.h"
using namespace test_helper;  // NOLINT(google-build-using-namespace)

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model() {
    static TestModel model = {
        .main = {
                .operands = {{ // op1
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -96, 0, 127})
                        }, { // op2
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.0f, 32.0f, 128.0f, 255.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model = TestModelManager::get().add("dequantize_quant8_signed", get_test_model());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // op1
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // op2
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.0f, 32.0f, 128.0f, 255.0f})
                        }, { // op1_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -96, 0, 127})
                        }, { // placeholder
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128})
                        }, { // param13
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_all_inputs_as_internal", get_test_model_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm", get_test_model_1d_quant8_asymm());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input0_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder1
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param14
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm_all_inputs_as_internal", get_test_model_1d_quant8_asymm_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm_relaxed() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = true,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::UNKNOWN
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm_relaxed = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm_relaxed", get_test_model_1d_quant8_asymm_relaxed());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm_relaxed_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input0_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder2
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param15
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = true,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::UNKNOWN
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm_relaxed_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm_relaxed_all_inputs_as_internal", get_test_model_1d_quant8_asymm_relaxed_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm_float16() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm_float16 = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm_float16", get_test_model_1d_quant8_asymm_float16());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_1d_quant8_asymm_float16_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input0
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output0
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {10},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input0_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {10},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder3
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param16
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_1d_quant8_asymm_float16_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_1d_quant8_asymm_float16_all_inputs_as_internal", get_test_model_1d_quant8_asymm_float16_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm", get_test_model_2d_quant8_asymm());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input01_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder4
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param17
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm_all_inputs_as_internal", get_test_model_2d_quant8_asymm_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm_relaxed() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = true,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::UNKNOWN
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm_relaxed = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm_relaxed", get_test_model_2d_quant8_asymm_relaxed());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm_relaxed_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input01_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder5
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param18
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = true,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::UNKNOWN
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm_relaxed_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm_relaxed_all_inputs_as_internal", get_test_model_2d_quant8_asymm_relaxed_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm_float16() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm_float16 = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm_float16", get_test_model_2d_quant8_asymm_float16());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2d_quant8_asymm_float16_all_inputs_as_internal() {
    static TestModel model = {
        .main = {
                .operands = {{ // input01
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // output01
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({-63.5f, -63.0f, -62.5f, -62.0f, -61.5f, 62.0f, 62.5f, 63.0f, 63.5f, 64.0f})
                        }, { // input01_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {2, 5},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -127, -126, -125, -124, 123, 124, 125, 126, 127})
                        }, { // placeholder6
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .zeroPoint = -1,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-1})
                        }, { // param19
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_2d_quant8_asymm_float16_all_inputs_as_internal = TestModelManager::get().add("dequantize_quant8_signed_2d_quant8_asymm_float16_all_inputs_as_internal", get_test_model_2d_quant8_asymm_float16_all_inputs_as_internal());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_2() {
    static TestModel model = {
        .main = {
                .operands = {{ // op11
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -96, 0, 127})
                        }, { // op21
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({0.0f, 32.0f, 128.0f, 255.0f})
                        }},
                .operations = {{
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {0},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_2 = TestModelManager::get().add("dequantize_quant8_signed_2", get_test_model_2());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_all_inputs_as_internal_2() {
    static TestModel model = {
        .main = {
                .operands = {{ // op11
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // op21
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({0.0f, 32.0f, 128.0f, 255.0f})
                        }, { // op11_new
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128, -96, 0, 127})
                        }, { // placeholder7
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .zeroPoint = -128,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-128})
                        }, { // param20
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }},
                .operations = {{
                            .type = TestOperationType::ADD,
                            .inputs = {2, 3, 4},
                            .outputs = {0}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {0},
                            .outputs = {1}
                        }},
                .inputIndexes = {2},
                .outputIndexes = {1}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_all_inputs_as_internal_2 = TestModelManager::get().add("dequantize_quant8_signed_all_inputs_as_internal_2", get_test_model_all_inputs_as_internal_2());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_zero_sized() {
    static TestModel model = {
        .main = { // zero_sized
                .operands = {{ // scores
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({9, 1})
                        }, { // roi
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {1, 8},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80})
                        }, { // param
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param1
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // param2
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({-1})
                        }, { // param3
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param4
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.4f})
                        }, { // param5
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({1.0f})
                        }, { // param6
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // scoresOut
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // roiOut
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {0, 4},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({})
                        }, { // classesOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // batchSplitOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // in
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 1, 1, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-127})
                        }, { // param7
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param8
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param9
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param10
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param11
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // param12
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // layout
                            .type = TestOperandType::BOOL,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<bool8>({false})
                        }, { // featureMap
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // out
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({})
                        }},
                .operations = {{
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT,
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12}
                        }, {
                            .type = TestOperationType::ROI_ALIGN,
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {21},
                            .outputs = {22}
                        }},
                .inputIndexes = {13},
                .outputIndexes = {9, 11, 22}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_zero_sized = TestModelManager::get().add("dequantize_quant8_signed_zero_sized", get_test_model_zero_sized());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_zero_sized_relaxed() {
    static TestModel model = {
        .main = { // zero_sized
                .operands = {{ // scores
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({9, 1})
                        }, { // roi
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {1, 8},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80})
                        }, { // param
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param1
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // param2
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({-1})
                        }, { // param3
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param4
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.4f})
                        }, { // param5
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({1.0f})
                        }, { // param6
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // scoresOut
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // roiOut
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {0, 4},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({})
                        }, { // classesOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // batchSplitOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // in
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 1, 1, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-127})
                        }, { // param7
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param8
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param9
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param10
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param11
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // param12
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // layout
                            .type = TestOperandType::BOOL,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<bool8>({false})
                        }, { // featureMap
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // out
                            .type = TestOperandType::TENSOR_FLOAT32,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({})
                        }},
                .operations = {{
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT,
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12}
                        }, {
                            .type = TestOperationType::ROI_ALIGN,
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {21},
                            .outputs = {22}
                        }},
                .inputIndexes = {13},
                .outputIndexes = {9, 11, 22}
            },
        .referenced = {},
        .isRelaxed = true,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::UNKNOWN
    };
    return model;
}

const auto dummy_test_model_zero_sized_relaxed = TestModelManager::get().add("dequantize_quant8_signed_zero_sized_relaxed", get_test_model_zero_sized_relaxed());

}  // namespace generated_tests::dequantize_quant8_signed

namespace generated_tests::dequantize_quant8_signed {

const TestModel& get_test_model_zero_sized_float16() {
    static TestModel model = {
        .main = { // zero_sized
                .operands = {{ // scores
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 2},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({9, 1})
                        }, { // roi
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {1, 8},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80})
                        }, { // param
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {1},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param1
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // param2
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({-1})
                        }, { // param3
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({0})
                        }, { // param4
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.4f})
                        }, { // param5
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({1.0f})
                        }, { // param6
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({0.3f})
                        }, { // scoresOut
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // roiOut
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .dimensions = {0, 4},
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<uint16_t>({})
                        }, { // classesOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // batchSplitOut
                            .type = TestOperandType::TENSOR_INT32,
                            .dimensions = {0},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({})
                        }, { // in
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {1, 1, 1, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({-127})
                        }, { // param7
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param8
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({2})
                        }, { // param9
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param10
                            .type = TestOperandType::FLOAT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<float>({2.0f})
                        }, { // param11
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // param12
                            .type = TestOperandType::INT32,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int32_t>({4})
                        }, { // layout
                            .type = TestOperandType::BOOL,
                            .dimensions = {},
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<bool8>({false})
                        }, { // featureMap
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<int8_t>({})
                        }, { // out
                            .type = TestOperandType::TENSOR_FLOAT16,
                            .dimensions = {0, 2, 2, 1},
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .zeroPoint = 0,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .channelQuant = {},
                            .isIgnored = false,
                            .data = TestBuffer::createFromVector<_Float16>({})
                        }},
                .operations = {{
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT,
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12}
                        }, {
                            .type = TestOperationType::ROI_ALIGN,
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21}
                        }, {
                            .type = TestOperationType::DEQUANTIZE,
                            .inputs = {21},
                            .outputs = {22}
                        }},
                .inputIndexes = {13},
                .outputIndexes = {9, 11, 22}
            },
        .referenced = {},
        .isRelaxed = false,
        .expectedMultinomialDistributionTolerance = 0,
        .expectFailure = false,
        .minSupportedVersion = TestHalVersion::V1_3
    };
    return model;
}

const auto dummy_test_model_zero_sized_float16 = TestModelManager::get().add("dequantize_quant8_signed_zero_sized_float16", get_test_model_zero_sized_float16());

}  // namespace generated_tests::dequantize_quant8_signed