// Generated from transpose_quant8_signed.mod.py
// DO NOT EDIT
// clang-format off
#include "TestHarness.h"
using namespace test_helper;

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 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                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_quant8_signed", get_test_model_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 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                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op1_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param80
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_quant8_signed_all_inputs_as_internal", get_test_model_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 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                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_quant8_signed_all_tensors_as_inputs", get_test_model_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, 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                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op1_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param81
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op2_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param82
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op2
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, 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-48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, 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-48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48}),
                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_channelQuant8", get_test_model_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op2
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, 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-48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48}),
                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op1_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param83
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_channelQuant8_all_inputs_as_internal", get_test_model_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op2
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, 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-48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48}),
                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_channelQuant8_all_tensors_as_inputs", get_test_model_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op2
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}),
                            .dimensions = {16, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}),
                            .dimensions = {16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({25, 32, 32, 16}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({32}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, 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-48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48, -48}),
                            .dimensions = {25, 32, 32, 16},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op1_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24, -24}),
                            .dimensions = {25, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param84
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed", get_test_model_nhwc_none_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param85
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_none_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_tensors_as_inputs", get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param86
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param87
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_2", get_test_model_nhwc_none_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param88
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_none_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_tensors_as_inputs_2", get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param89
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param90
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8", get_test_model_nhwc_none_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param91
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_inputs_as_internal", get_test_model_nhwc_none_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_tensors_as_inputs", get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param92
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_2", get_test_model_nhwc_none_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param93
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_inputs_as_internal_2", get_test_model_nhwc_none_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_tensors_as_inputs_2", get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param94
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed", get_test_model_nhwc_relu_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param95
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_tensors_as_inputs", get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -112, -119, -116, -111, -108, -117, -116, -113, -112, -81, -76, -95, -92, -87, -84, -99, -92, -83, -76, -7, 12, -47, -36, -23, -12, -89, -84, -77, -72, -9, 4, -59, -52, -43, -36, -53, -48, -41, -36, 75, 88, -11, -4, 5, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param96
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param97
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_2", get_test_model_nhwc_relu_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param98
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_relu_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_tensors_as_inputs_2", get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param99
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param100
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8", get_test_model_nhwc_relu_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param101
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_inputs_as_internal", get_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_tensors_as_inputs", get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -32, -39, -36, -31, -28, -37, -36, -33, -32, -1, 4, -15, -12, -7, -4, -19, -12, -3, 4, 73, 92, 33, 44, 57, 68, -9, -4, 3, 8, 71, 84, 21, 28, 37, 44, 27, 32, 39, 44, 127, 127, 69, 76, 85, 92}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param102
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_2", get_test_model_nhwc_relu_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param103
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_inputs_as_internal_2", get_test_model_nhwc_relu_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_tensors_as_inputs_2", get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 32, -3, 12, 37, 52, 7, 12, 27, 32, 127, 127, 117, 127, 127, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param104
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed", get_test_model_nhwc_relu1_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param105
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_tensors_as_inputs", get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param106
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy27
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param107
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_2", get_test_model_nhwc_relu1_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy28
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param108
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_relu1_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_tensors_as_inputs_2", get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy29
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param109
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy30
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param110
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8", get_test_model_nhwc_relu1_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param111
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_inputs_as_internal", get_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_tensors_as_inputs", get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param112
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_2", get_test_model_nhwc_relu1_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param113
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_inputs_as_internal_2", get_test_model_nhwc_relu1_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_tensors_as_inputs_2", get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param114
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -116, -119, -116, -116, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed", get_test_model_nhwc_relu6_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -116, -119, -116, -116, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param115
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -116, -119, -116, -116, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_tensors_as_inputs", get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -125, -124, -117, -116, -119, -116, -116, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param116
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy37
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param117
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_2", get_test_model_nhwc_relu6_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy38
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param118
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_relu6_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_tensors_as_inputs_2", get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy39
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param119
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy40
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param120
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -36, -39, -36, -36, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8", get_test_model_nhwc_relu6_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -36, -39, -36, -36, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param121
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_inputs_as_internal", get_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -36, -39, -36, -36, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_tensors_as_inputs", get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -45, -44, -37, -36, -39, -36, -36, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param122
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_2", get_test_model_nhwc_relu6_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param123
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_inputs_as_internal_2", get_test_model_nhwc_relu6_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_tensors_as_inputs_2", get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -48, -33, -28, 7, 12, -3, 12, 12, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param124
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed", get_test_model_nchw_none_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param125
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_inputs_as_internal", get_test_model_nchw_none_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_tensors_as_inputs", get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param126
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy47
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param127
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_2", get_test_model_nchw_none_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy48
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param128
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_none_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_tensors_as_inputs_2", get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy49
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param129
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy50
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param130
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_none_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8", get_test_model_nchw_none_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy51
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param131
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_inputs_as_internal", get_test_model_nchw_none_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_tensors_as_inputs", get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy52
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param132
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_2", get_test_model_nchw_none_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy53
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param133
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_inputs_as_internal_2", get_test_model_nchw_none_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_tensors_as_inputs_2", get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy54
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param134
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_none_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed", get_test_model_nchw_relu_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy55
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param135
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_inputs_as_internal", get_test_model_nchw_relu_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_tensors_as_inputs", get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -111, -117, -113, -81, -95, -87, -99, -83, -7, -47, -23, -89, -77, -9, -59, -43, -53, -41, 75, -11, 5, -128, -124, -112, -116, -108, -116, -112, -76, -92, -84, -92, -76, 12, -36, -12, -84, -72, 4, -52, -36, -48, -36, 88, -4, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy56
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param136
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy57
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param137
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_2", get_test_model_nchw_relu_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy58
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param138
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_relu_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_tensors_as_inputs_2", get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy59
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param139
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy60
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param140
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8", get_test_model_nchw_relu_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy61
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param141
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_inputs_as_internal", get_test_model_nchw_relu_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_tensors_as_inputs", get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -31, -37, -33, -1, -15, -7, -19, -3, 73, 33, 57, -9, 3, 71, 21, 37, 27, 39, 127, 69, 85, -48, -44, -32, -36, -28, -36, -32, 4, -12, -4, -12, 4, 92, 44, 68, -4, 8, 84, 28, 44, 32, 44, 127, 76, 92}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param142
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_2", get_test_model_nchw_relu_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param143
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_inputs_as_internal_2", get_test_model_nchw_relu_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_tensors_as_inputs_2", get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 37, 7, 27, 127, 117, 127, 97, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, -48, -28, 32, 12, 52, 12, 32, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127, 127}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param144
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed", get_test_model_nchw_relu1_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param145
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_inputs_as_internal", get_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_tensors_as_inputs", get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -128, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126, -126}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy66
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param146
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy67
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param147
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_2", get_test_model_nchw_relu1_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy68
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param148
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_relu1_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_tensors_as_inputs_2", get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy69
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param149
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy70
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param150
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8", get_test_model_nchw_relu1_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy71
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param151
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_inputs_as_internal", get_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_tensors_as_inputs", get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-49, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -48, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46, -46}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy72
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param152
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_2", get_test_model_nchw_relu1_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy73
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param153
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_inputs_as_internal_2", get_test_model_nchw_relu1_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_tensors_as_inputs_2", get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -48, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38, -38}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy74
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param154
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu1_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -128, -124, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed", get_test_model_nchw_relu6_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -128, -124, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy75
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param155
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_inputs_as_internal", get_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -128, -124, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_tensors_as_inputs", get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -125, -117, -119, -116, -117, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -128, -124, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116, -116}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy76
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param156
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -118, -114, -110, -106, -102, -98, -94, -124, -120, -116, -112, -108, -104, -100, -96, -92}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy77
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param157
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_2", get_test_model_nchw_relu6_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy78
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param158
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_relu6_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_tensors_as_inputs_2", get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-6, -8}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy79
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param159
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op21_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 6, 10, 14, 18, 22, 26, 30, 34, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy80
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param160
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu6_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -48, -44, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8", get_test_model_nchw_relu6_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -48, -44, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy81
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param161
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_inputs_as_internal", get_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -48, -44, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_tensors_as_inputs", get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -45, -37, -39, -36, -37, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -48, -44, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36, -36}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy82
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param162
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_2", get_test_model_nchw_relu6_channelQuant8_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy83
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param163
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_inputs_as_internal_2", get_test_model_nchw_relu6_channelQuant8_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_tensors_as_inputs_2", get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op21
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f, 0.5f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({4, 12, 20, 28, 36, 44, 52, 60, 68, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-24, -16}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // act1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -33, 7, -3, 12, 7, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, -48, -28, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12}),
                            .dimensions = {1, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op11_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-24, -20, -16, -12}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy84
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param164
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_relu6_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed", get_test_model_nhwc_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy85
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param165
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal", get_test_model_nhwc_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy86
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param166
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op22_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy87
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param167
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nhwc_channelQuant8", get_test_model_nhwc_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy88
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param168
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_channelQuant8_all_inputs_as_internal", get_test_model_nhwc_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nhwc_channelQuant8_all_tensors_as_inputs", get_test_model_nhwc_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 3, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 3, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy89
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param169
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nhwc_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nhwc_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed", get_test_model_nchw_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy90
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param170
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_inputs_as_internal", get_test_model_nchw_quant8_signed_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs", get_test_model_nchw_quant8_signed_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy91
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param171
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op22_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy92
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param172
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_channelQuant8() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_channelQuant8 = TestModelManager::get().add("transpose_quant8_signed_nchw_channelQuant8", get_test_model_nchw_channelQuant8());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_channelQuant8_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy93
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param173
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_channelQuant8_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_channelQuant8_all_inputs_as_internal", get_test_model_nchw_channelQuant8_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_channelQuant8_all_tensors_as_inputs() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_channelQuant8_all_tensors_as_inputs = TestModelManager::get().add("transpose_quant8_signed_nchw_channelQuant8_all_tensors_as_inputs", get_test_model_nchw_channelQuant8_all_tensors_as_inputs());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 2, 10},
                .operands = {{ // op12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op22
                            .channelQuant = {
                                            .channelDim = 0,
                                            .scales = {0.25f}
                                        },
                            .data = TestBuffer::createFromVector<int8_t>({36, 20, 24, 36, 32, 20, 12, 4, 16}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL,
                            .zeroPoint = 0
                        }, { // op32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-2000}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 3, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param7
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param8
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({3}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param9
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-53, -38, 97, -3, -8, -53, 97, 72, -78, -68, -53, -78}),
                            .dimensions = {1, 1, 3, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op12_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({22, 122}),
                            .dimensions = {1, 1, 1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy94
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 2.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param174
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_nchw_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_nchw_channelQuant8_all_tensors_as_inputs_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_2", get_test_model_nhwc_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op13_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy95
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param175
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_2", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_2", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op13_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy96
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param176
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op23_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy97
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param177
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_2", get_test_model_nchw_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op13_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy98
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param178
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_2", get_test_model_nchw_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_2", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape3
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param10
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param11
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param12
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param13
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-116, -102, -92, -95, -86, -44, -22, -38, -35, 42, 63, 25, -5, 82, 100, 44}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op13_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy99
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param179
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op23_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy100
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param180
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -110, -106, -102, -98, -94, -90, -86, -82, -78, -74, -70, -66, -62, -58, -54, -50, -46, -42, -38, -34, -30, -26, -22, -18, -14, -10, -6, -2, 2, 6, 10}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 6, 6, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 6, 6, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_3 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_3", get_test_model_nhwc_quant8_signed_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 6, 6, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 6, 6, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op14_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -110, -106, -102, -98, -94, -90, -86, -82, -78, -74, -70, -66, -62, -58, -54, -50, -46, -42, -38, -34, -30, -26, -22, -18, -14, -10, -6, -2, 2, 6, 10}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // dummy101
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-118}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // param181
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_3 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_3", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -110, -106, -102, -98, -94, -90, -86, -82, -78, -74, -70, -66, -62, -58, -54, -50, -46, -42, -38, -34, -30, -26, -22, -18, -14, -10, -6, -2, 2, 6, 10}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 6, 6, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 6, 6, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_3 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_3", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 6, 6, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 6, 6, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op14_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -110, -106, -102, -98, -94, -90, -86, -82, -78, -74, -70, -66, -62, -58, -54, -50, -46, -42, -38, -34, -30, -26, -22, -18, -14, -10, -6, -2, 2, 6, 10}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // dummy102
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-118}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // param182
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op24_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy103
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param183
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -106, -98, -90, -82, -74, -66, -58, -50, -42, -34, -26, -18, -10, -2, 6, -110, -102, -94, -86, -78, -70, -62, -54, -46, -38, -30, -22, -14, -6, 2, 10}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 6, 6}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 1, 6, 6},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_3 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_3", get_test_model_nchw_quant8_signed_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 6, 6}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 1, 6, 6},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op14_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -106, -98, -90, -82, -74, -66, -58, -50, -42, -34, -26, -18, -10, -2, 6, -110, -102, -94, -86, -78, -70, -62, -54, -46, -38, -30, -22, -14, -6, 2, 10}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // dummy104
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-118}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // param184
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_3 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_3", get_test_model_nchw_quant8_signed_all_inputs_as_internal_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -106, -98, -90, -82, -74, -66, -58, -50, -42, -34, -26, -18, -10, -2, 6, -110, -102, -94, -86, -78, -70, -62, -54, -46, -38, -30, -22, -14, -6, 2, 10}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 6, 6}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 1, 6, 6},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_3 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_3", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // op24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape4
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 6, 6}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param14
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param17
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-48, -47, -46, -45, -44, -45, -46, -42, -35, -30, -32, -37, -41, -27, -6, 5, -3, -21, -29, -1, 37, 48, 28, -3, -21, 14, 57, 66, 38, 0, -26, 0, 31, 37, 15, -14}),
                            .dimensions = {1, 1, 6, 6},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 32.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -48
                        }, { // op14_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-114, -106, -98, -90, -82, -74, -66, -58, -50, -42, -34, -26, -18, -10, -2, 6, -110, -102, -94, -86, -78, -70, -62, -54, -46, -38, -30, -22, -14, -6, 2, 10}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // dummy105
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-118}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -118
                        }, { // param185
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op24_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy106
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param186
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_3());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_4 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_4", get_test_model_nhwc_quant8_signed_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {12},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op15_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy107
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param187
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {12, 13, 14},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_4 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_4", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_4 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_4", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 12, 15},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op15_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36}),
                            .dimensions = {1, 4, 4, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy108
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param188
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op25_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy109
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param189
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {12, 13, 14},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {15, 16, 17},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 1, 3, 3},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_4 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_4", get_test_model_nchw_quant8_signed_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {12},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 1, 3, 3},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op15_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy110
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param190
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {12, 13, 14},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_4 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_4", get_test_model_nchw_quant8_signed_all_inputs_as_internal_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 1, 3, 3},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_4 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_4", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 12, 15},
                .operands = {{ // op15
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param18
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param19
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param20
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param21
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param22
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param23
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param24
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-44, -11, 6, -3, 58, 75, 20, 90, 105}),
                            .dimensions = {1, 1, 3, 3},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 20.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -78
                        }, { // op15_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -22, -18, -14, -10, -6, -2, 2, 6, 10, 14, 18, 22, 26, 30, 34, -24, -20, -16, -12, -8, -4, 0, 4, 8, 12, 16, 20, 24, 28, 32, 36}),
                            .dimensions = {1, 2, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy111
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param191
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op25_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72}),
                            .dimensions = {1, 3, 3, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy112
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param192
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {12, 13, 14},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {15, 16, 17},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
                            .outputs = {11},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {11}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_4());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_zero_sized_nhwc_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = { // zero_sized
                .inputIndexes = {13},
                .operands = {{ // scores
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({9, 1}),
                            .dimensions = {1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roi
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80}),
                            .dimensions = {1, 8},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // param25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param27
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param28
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param29
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.4f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param30
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({1.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // scoresOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roiOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({}),
                            .dimensions = {0, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // classesOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // batchSplitOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // in
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param37
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 2,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // featureMap
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // weights
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10, 30, 50, 70, 90, 110, 90, 70, 50, 20, 40, 60, 80, 100, 120, 100, 80, 60}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // bias
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-150, -200}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.01f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 5, 5, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param38
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param39
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param40
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // out
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 5, 5, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12},
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT
                        }, {
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21},
                            .type = TestOperationType::ROI_ALIGN
                        }, {
                            .inputs = {21, 22, 23, 24, 25, 26, 27, 28, 20},
                            .outputs = {29},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9, 11, 29}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_zero_sized_nhwc_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_zero_sized_nhwc_quant8_signed", get_test_model_zero_sized_nhwc_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_zero_sized_nchw_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = { // zero_sized
                .inputIndexes = {13},
                .operands = {{ // scores
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({9, 1}),
                            .dimensions = {1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roi
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80}),
                            .dimensions = {1, 8},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // param25
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param27
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param28
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param29
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.4f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param30
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({1.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param31
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // scoresOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roiOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({}),
                            .dimensions = {0, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // classesOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // batchSplitOut
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // in
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param32
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param33
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param34
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param35
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param37
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 2,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // featureMap
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // weights
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10, 30, 50, 70, 90, 110, 90, 70, 50, 20, 40, 60, 80, 100, 120, 100, 80, 60}),
                            .dimensions = {2, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // bias
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-150, -200}),
                            .dimensions = {2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.01f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape5
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 2, 5, 5}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param38
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param39
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param40
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param41
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // out
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 2, 5, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12},
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT
                        }, {
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21},
                            .type = TestOperationType::ROI_ALIGN
                        }, {
                            .inputs = {21, 22, 23, 24, 25, 26, 27, 28, 20},
                            .outputs = {29},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9, 11, 29}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_zero_sized_nchw_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_zero_sized_nchw_quant8_signed", get_test_model_zero_sized_nchw_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_zero_sized_nhwc_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = { // zero_sized
                .inputIndexes = {13},
                .operands = {{ // scores1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({9, 1}),
                            .dimensions = {1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roi1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80}),
                            .dimensions = {1, 8},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // param42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.4f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param47
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({1.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param48
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // scoresOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roiOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({}),
                            .dimensions = {0, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // classesOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // batchSplitOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // in1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param49
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param50
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param51
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param52
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param53
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param54
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 2,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // featureMap1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // weights1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10, 30, 50, 70, 90, 110, 90, 70, 50}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // bias1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-150}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.01f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param55
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param56
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param57
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param58
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param59
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param60
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param61
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // out1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12},
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT
                        }, {
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21},
                            .type = TestOperationType::ROI_ALIGN
                        }, {
                            .inputs = {21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 20},
                            .outputs = {31},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9, 11, 31}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_zero_sized_nhwc_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_zero_sized_nhwc_quant8_signed_2", get_test_model_zero_sized_nhwc_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_zero_sized_nchw_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = { // zero_sized
                .inputIndexes = {13},
                .operands = {{ // scores1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({9, 1}),
                            .dimensions = {1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roi1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80}),
                            .dimensions = {1, 8},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // param42
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param43
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param44
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param45
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.4f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param47
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({1.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param48
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // scoresOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roiOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({}),
                            .dimensions = {0, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // classesOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // batchSplitOut1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // in1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param49
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param50
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param51
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param52
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param53
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param54
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 2,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // featureMap1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // weights1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10, 30, 50, 70, 90, 110, 90, 70, 50}),
                            .dimensions = {1, 3, 3, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // bias1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-150}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.01f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param55
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param56
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param57
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param58
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param59
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param60
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param61
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // out1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 1, 3, 3},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12},
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT
                        }, {
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21},
                            .type = TestOperationType::ROI_ALIGN
                        }, {
                            .inputs = {21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 20},
                            .outputs = {31},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9, 11, 31}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_zero_sized_nchw_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_zero_sized_nchw_quant8_signed_2", get_test_model_zero_sized_nchw_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_5 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_5", get_test_model_nhwc_quant8_signed_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_inputs_as_internal_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op16_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy113
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param193
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_inputs_as_internal_5 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_inputs_as_internal_5", get_test_model_nhwc_quant8_signed_all_inputs_as_internal_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_5 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_5", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 4, 4, 1}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 4, 4, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op16_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy114
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param194
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op26_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy115
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param195
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5 = TestModelManager::get().add("transpose_quant8_signed_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5", get_test_model_nhwc_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_5 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_5", get_test_model_nchw_quant8_signed_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_inputs_as_internal_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {10},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op16_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy116
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param196
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_inputs_as_internal_5 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_inputs_as_internal_5", get_test_model_nchw_quant8_signed_all_inputs_as_internal_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1, 2},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_5 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_5", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {2, 10, 13},
                .operands = {{ // op16
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // op26
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // op36
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.25f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // shape6
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1, 1, 4, 4}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param62
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param63
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param64
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param65
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({true}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // op46
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128, -128}),
                            .dimensions = {1, 1, 4, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 16.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // op16_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-26, -24, -22, -20}),
                            .dimensions = {1, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // dummy117
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-28}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -28
                        }, { // param197
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // op26_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({4}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // dummy118
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param198
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {10, 11, 12},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {13, 14, 15},
                            .outputs = {1},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9},
                            .type = TestOperationType::TRANSPOSE_CONV_2D
                        }},
                .outputIndexes = {9}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5 = TestModelManager::get().add("transpose_quant8_signed_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5", get_test_model_nchw_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_5());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0},
                .operands = {{ // input
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119}),
                            .dimensions = {2, 3, 4, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // perms
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2, 0, 1, 3}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // output
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0, 1, 2, 3, 4, 20, 21, 22, 23, 24, 40, 41, 42, 43, 44, 60, 61, 62, 63, 64, 80, 81, 82, 83, 84, 100, 101, 102, 103, 104, 5, 6, 7, 8, 9, 25, 26, 27, 28, 29, 45, 46, 47, 48, 49, 65, 66, 67, 68, 69, 85, 86, 87, 88, 89, 105, 106, 107, 108, 109, 10, 11, 12, 13, 14, 30, 31, 32, 33, 34, 50, 51, 52, 53, 54, 70, 71, 72, 73, 74, 90, 91, 92, 93, 94, 110, 111, 112, 113, 114, 15, 16, 17, 18, 19, 35, 36, 37, 38, 39, 55, 56, 57, 58, 59, 75, 76, 77, 78, 79, 95, 96, 97, 98, 99, 115, 116, 117, 118, 119}),
                            .dimensions = {4, 2, 3, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1},
                            .outputs = {2},
                            .type = TestOperationType::TRANSPOSE
                        }},
                .outputIndexes = {2}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model = TestModelManager::get().add("transpose_quant8_signed", get_test_model());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_all_inputs_as_internal() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {3},
                .operands = {{ // input
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 3, 4, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // perms
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2, 0, 1, 3}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // output
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0, 1, 2, 3, 4, 20, 21, 22, 23, 24, 40, 41, 42, 43, 44, 60, 61, 62, 63, 64, 80, 81, 82, 83, 84, 100, 101, 102, 103, 104, 5, 6, 7, 8, 9, 25, 26, 27, 28, 29, 45, 46, 47, 48, 49, 65, 66, 67, 68, 69, 85, 86, 87, 88, 89, 105, 106, 107, 108, 109, 10, 11, 12, 13, 14, 30, 31, 32, 33, 34, 50, 51, 52, 53, 54, 70, 71, 72, 73, 74, 90, 91, 92, 93, 94, 110, 111, 112, 113, 114, 15, 16, 17, 18, 19, 35, 36, 37, 38, 39, 55, 56, 57, 58, 59, 75, 76, 77, 78, 79, 95, 96, 97, 98, 99, 115, 116, 117, 118, 119}),
                            .dimensions = {4, 2, 3, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // input_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119}),
                            .dimensions = {2, 3, 4, 5},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy119
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 1.0f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param199
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {3, 4, 5},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1},
                            .outputs = {2},
                            .type = TestOperationType::TRANSPOSE
                        }},
                .outputIndexes = {2}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_all_inputs_as_internal = TestModelManager::get().add("transpose_quant8_signed_all_inputs_as_internal", get_test_model_all_inputs_as_internal());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {0, 1},
                .operands = {{ // input1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // perms1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // output1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -124, -120}),
                            .dimensions = {2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }},
                .operations = {{
                            .inputs = {0, 1},
                            .outputs = {2},
                            .type = TestOperationType::TRANSPOSE
                        }},
                .outputIndexes = {2}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed_2 = TestModelManager::get().add("transpose_quant8_signed_quant8_signed_2", get_test_model_quant8_signed_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_quant8_signed_all_inputs_as_internal_2() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = {
                .inputIndexes = {1, 3},
                .operands = {{ // input1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // perms1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // output1
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -122, -124, -120}),
                            .dimensions = {2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // input1_new
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-126, -124, -122, -120}),
                            .dimensions = {2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // dummy120
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({-128}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.5f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = -128
                        }, { // param200
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {3, 4, 5},
                            .outputs = {0},
                            .type = TestOperationType::ADD
                        }, {
                            .inputs = {0, 1},
                            .outputs = {2},
                            .type = TestOperationType::TRANSPOSE
                        }},
                .outputIndexes = {2}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_quant8_signed_all_inputs_as_internal_2 = TestModelManager::get().add("transpose_quant8_signed_quant8_signed_all_inputs_as_internal_2", get_test_model_quant8_signed_all_inputs_as_internal_2());

}  // namespace generated_tests::transpose_quant8_signed

namespace generated_tests::transpose_quant8_signed {

const TestModel& get_test_model_zero_sized_quant8_signed() {
    static TestModel model = {
        .expectFailure = false,
        .expectedMultinomialDistributionTolerance = 0,
        .isRelaxed = false,
        .main = { // zero_sized
                .inputIndexes = {13},
                .operands = {{ // scores2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({9, 1}),
                            .dimensions = {1, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roi2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80}),
                            .dimensions = {1, 8},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // param66
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // param67
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param68
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({-1}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param69
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param70
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.4f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param71
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({1.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param72
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({0.3f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // scoresOut2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // roiOut2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<uint16_t>({}),
                            .dimensions = {0, 4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.125f,
                            .type = TestOperandType::TENSOR_QUANT16_ASYMM,
                            .zeroPoint = 0
                        }, { // classesOut2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // batchSplitOut2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({}),
                            .dimensions = {0},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // in2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({10}),
                            .dimensions = {1, 1, 1, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param73
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param74
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({2}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param75
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param76
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<float>({2.0f}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::FLOAT32,
                            .zeroPoint = 0
                        }, { // param77
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // param78
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({4}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::INT32,
                            .zeroPoint = 0
                        }, { // layout2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<bool8>({false}),
                            .dimensions = {},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::BOOL,
                            .zeroPoint = 0
                        }, { // featureMap2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 2, 2, 1},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
                            .numberOfConsumers = 1,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }, { // param79
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int32_t>({0, 3, 1, 2}),
                            .dimensions = {4},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::CONSTANT_COPY,
                            .numberOfConsumers = 1,
                            .scale = 0.0f,
                            .type = TestOperandType::TENSOR_INT32,
                            .zeroPoint = 0
                        }, { // out2
                            .channelQuant = {},
                            .data = TestBuffer::createFromVector<int8_t>({}),
                            .dimensions = {0, 1, 2, 2},
                            .isIgnored = false,
                            .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
                            .numberOfConsumers = 0,
                            .scale = 0.1f,
                            .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
                            .zeroPoint = 0
                        }},
                .operations = {{
                            .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8},
                            .outputs = {9, 10, 11, 12},
                            .type = TestOperationType::BOX_WITH_NMS_LIMIT
                        }, {
                            .inputs = {13, 10, 12, 14, 15, 16, 17, 18, 19, 20},
                            .outputs = {21},
                            .type = TestOperationType::ROI_ALIGN
                        }, {
                            .inputs = {21, 22},
                            .outputs = {23},
                            .type = TestOperationType::TRANSPOSE
                        }},
                .outputIndexes = {9, 11, 23}
            },
        .minSupportedVersion = TestHalVersion::V1_3,
        .referenced = {}
    };
    return model;
}

const auto dummy_test_model_zero_sized_quant8_signed = TestModelManager::get().add("transpose_quant8_signed_zero_sized_quant8_signed", get_test_model_zero_sized_quant8_signed());

}  // namespace generated_tests::transpose_quant8_signed