| // Generated from sub_quantized_different_scales.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 7, 6, 5, 4, 3, 2, 0, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1, 255, 255, 255, 254, 253, 252, 7, 6, 5, 4, 3, 2}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 7, 6, 5, 4, 3, 2, 0, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1, 255, 255, 255, 254, 253, 252, 7, 6, 5, 4, 3, 2}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 220, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 220, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 121, 120, 120, 120, 120, 120, 96, 96, 95, 95, 95, 95, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 146, 145, 145, 145, 145, 121, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 121, 120, 120, 120, 120, 120, 96, 96, 95, 95, 95, 95, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 146, 145, 145, 145, 145, 121, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_9() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_9() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_10() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 7, 7, 7, 7, 7, 7, 5, 5, 5, 5, 5, 5, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_10() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 7, 7, 7, 7, 7, 7, 5, 5, 5, 5, 5, 5, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_11() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 90, 89, 88, 87, 86, 85, 255, 255, 255, 255, 255, 255, 190, 189, 188, 187, 186, 185, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_11() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 90, 89, 88, 87, 86, 85, 255, 255, 255, 255, 255, 255, 190, 189, 188, 187, 186, 185, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_12() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_12() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_13() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_13() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_14() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_14() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_15() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_15() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_16() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 240, 238, 238, 236, 236, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 16, 14, 14, 12, 12, 10}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_16() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 240, 238, 238, 236, 236, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 16, 14, 14, 12, 12, 10}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_17() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 249, 248, 247, 246, 245, 244, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_17() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 249, 248, 247, 246, 245, 244, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_18() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_18() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_19() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 20, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_19() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 20, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_20() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 145, 145, 145, 145, 144, 144, 120, 120, 120, 120, 120, 119, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_20() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 145, 145, 145, 145, 144, 144, 120, 120, 120, 120, 120, 119, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_21() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_21() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 250, 249, 248, 247, 246, 245, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_22() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_22() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 6, 5, 4, 3, 2, 1, 0, 0, 0, 0, 0, 0, 251, 250, 249, 248, 247, 246, 1, 0, 0, 0, 0, 0, 252, 251, 250, 249, 248, 247, 2, 1, 0, 0, 0, 0, 253, 252, 251, 250, 249, 248, 3, 2, 1, 0, 0, 0, 254, 253, 252, 251, 250, 249, 4, 3, 2, 1, 0, 0, 255, 254, 253, 252, 251, 250, 5, 4, 3, 2, 1, 0, 255, 255, 254, 253, 252, 251, 6, 5, 4, 3, 2, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_23() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_23() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 220, 120, 20, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 220, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 20, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120, 20, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 220, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_24() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_24() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 96, 95, 95, 95, 95, 95, 145, 145, 145, 145, 145, 144, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120, 146, 145, 145, 145, 145, 145, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_25() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 250, 250, 250, 250, 250, 250, 248, 248, 248, 248, 248, 248, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_25() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 250, 250, 250, 250, 250, 250, 248, 248, 248, 248, 248, 248, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_26() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_26() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 3, 3, 3, 3, 3, 3, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 251, 251, 251, 251, 251, 251, 249, 249, 249, 249, 249, 249, 252, 252, 252, 252, 252, 252, 250, 250, 250, 250, 250, 250, 253, 253, 253, 253, 253, 253, 251, 251, 251, 251, 251, 251, 254, 254, 254, 254, 254, 254, 252, 252, 252, 252, 252, 252, 255, 255, 255, 255, 255, 255, 253, 253, 253, 253, 253, 253, 255, 255, 255, 255, 255, 255, 254, 254, 254, 254, 254, 254}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_27() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({140, 139, 138, 137, 136, 135, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 90, 89, 88, 87, 86, 85, 255, 255, 255, 255, 255, 255, 190, 189, 188, 187, 186, 185, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_27() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({140, 139, 138, 137, 136, 135, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 90, 89, 88, 87, 86, 85, 255, 255, 255, 255, 255, 255, 190, 189, 188, 187, 186, 185, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_28() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_28() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 121, 121, 121, 121, 121, 121, 120, 120, 120, 120, 120, 120, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 145, 146, 146, 146, 146, 146, 146, 145, 145, 145, 145, 145, 145}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_29() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_29() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_30() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_30() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_31() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_31() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_32() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_32() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10, 255, 255, 255, 255, 255, 255, 15, 14, 13, 12, 11, 10}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_33() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_33() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_34() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_34() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_35() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 250, 150, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251, 151, 51, 0, 0, 0, 0, 0, 0, 0, 0, 0, 252, 152, 52, 0, 0, 0, 0, 0, 0, 0, 0, 0, 253, 153, 53, 0, 0, 0, 0, 0, 0, 0, 0, 0, 254, 154, 54, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 155, 55, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_35() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 250, 150, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 251, 151, 51, 0, 0, 0, 0, 0, 0, 0, 0, 0, 252, 152, 52, 0, 0, 0, 0, 0, 0, 0, 0, 0, 253, 153, 53, 0, 0, 0, 0, 0, 0, 0, 0, 0, 254, 154, 54, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 155, 55, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_36() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_36() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 119, 119, 95, 95, 95, 95, 94, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_37() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_37() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_38() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_38() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_39() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 250, 150, 50, 0, 0, 0, 0, 0, 0, 0, 0, 255, 251, 151, 51, 0, 0, 0, 0, 0, 0, 0, 0, 255, 252, 152, 52, 0, 0, 0, 0, 0, 0, 0, 0, 255, 253, 153, 53, 0, 0, 0, 0, 0, 0, 0, 0, 255, 254, 154, 54, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 155, 55, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_39() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 250, 150, 50, 0, 0, 0, 0, 0, 0, 0, 0, 255, 251, 151, 51, 0, 0, 0, 0, 0, 0, 0, 0, 255, 252, 152, 52, 0, 0, 0, 0, 0, 0, 0, 0, 255, 253, 153, 53, 0, 0, 0, 0, 0, 0, 0, 0, 255, 254, 154, 54, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 155, 55, 0, 0, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_40() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_40() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 119, 95, 95, 95, 95, 95, 94, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95, 120, 120, 120, 120, 120, 120, 95, 95, 95, 95, 95, 95}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_41() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 2, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_41() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 2, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_42() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 3, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_42() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 3, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 3, 3, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 3, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_43() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 119, 118, 117, 116, 115, 0, 0, 0, 0, 0, 0, 121, 120, 119, 118, 117, 116, 0, 0, 0, 0, 0, 0, 122, 121, 120, 119, 118, 117, 0, 0, 0, 0, 0, 0, 123, 122, 121, 120, 119, 118, 0, 0, 0, 0, 0, 0, 124, 123, 122, 121, 120, 119, 0, 0, 0, 0, 0, 0, 125, 124, 123, 122, 121, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 119, 118, 117, 116, 115, 255, 255, 255, 255, 255, 255, 121, 120, 119, 118, 117, 116, 255, 255, 255, 255, 255, 255, 122, 121, 120, 119, 118, 117, 255, 255, 255, 255, 255, 255, 123, 122, 121, 120, 119, 118, 255, 255, 255, 255, 255, 255, 124, 123, 122, 121, 120, 119, 255, 255, 255, 255, 255, 255, 125, 124, 123, 122, 121, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_43() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 119, 118, 117, 116, 115, 0, 0, 0, 0, 0, 0, 121, 120, 119, 118, 117, 116, 0, 0, 0, 0, 0, 0, 122, 121, 120, 119, 118, 117, 0, 0, 0, 0, 0, 0, 123, 122, 121, 120, 119, 118, 0, 0, 0, 0, 0, 0, 124, 123, 122, 121, 120, 119, 0, 0, 0, 0, 0, 0, 125, 124, 123, 122, 121, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 119, 118, 117, 116, 115, 255, 255, 255, 255, 255, 255, 121, 120, 119, 118, 117, 116, 255, 255, 255, 255, 255, 255, 122, 121, 120, 119, 118, 117, 255, 255, 255, 255, 255, 255, 123, 122, 121, 120, 119, 118, 255, 255, 255, 255, 255, 255, 124, 123, 122, 121, 120, 119, 255, 255, 255, 255, 255, 255, 125, 124, 123, 122, 121, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_44() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_44() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_45() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_45() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_46() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_46() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_47() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_47() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_48() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_48() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0, 240, 239, 238, 237, 236, 235, 0, 0, 0, 0, 0, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_49() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_49() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_50() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_50() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_51() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_51() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_52() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 2, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 4, 0, 0, 0, 0, 0, 0, 250, 250, 250, 250, 250, 250, 225, 225, 225, 225, 225, 224, 251, 251, 251, 251, 251, 250, 226, 226, 226, 226, 226, 226, 252, 252, 252, 252, 252, 252, 227, 227, 227, 227, 227, 226, 253, 253, 253, 253, 253, 252, 228, 228, 228, 228, 228, 228, 254, 254, 254, 254, 254, 254, 229, 229, 229, 229, 229, 228, 255, 255, 255, 255, 255, 254, 230, 230, 230, 230, 230, 230}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_52() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 2, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 4, 0, 0, 0, 0, 0, 0, 250, 250, 250, 250, 250, 250, 225, 225, 225, 225, 225, 224, 251, 251, 251, 251, 251, 250, 226, 226, 226, 226, 226, 226, 252, 252, 252, 252, 252, 252, 227, 227, 227, 227, 227, 226, 253, 253, 253, 253, 253, 252, 228, 228, 228, 228, 228, 228, 254, 254, 254, 254, 254, 254, 229, 229, 229, 229, 229, 228, 255, 255, 255, 255, 255, 254, 230, 230, 230, 230, 230, 230}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_53() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_53() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_54() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_54() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_55() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_55() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_56() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 5, 0, 0, 0, 0, 0, 0, 250, 250, 250, 250, 250, 250, 225, 225, 225, 225, 225, 225, 251, 251, 251, 251, 251, 251, 226, 226, 226, 226, 226, 226, 252, 252, 252, 252, 252, 252, 227, 227, 227, 227, 227, 227, 253, 253, 253, 253, 253, 253, 228, 228, 228, 228, 228, 228, 254, 254, 254, 254, 254, 254, 229, 229, 229, 229, 229, 229, 255, 255, 255, 255, 255, 255, 230, 230, 230, 230, 230, 230}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_56() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 5, 0, 0, 0, 0, 0, 0, 250, 250, 250, 250, 250, 250, 225, 225, 225, 225, 225, 225, 251, 251, 251, 251, 251, 251, 226, 226, 226, 226, 226, 226, 252, 252, 252, 252, 252, 252, 227, 227, 227, 227, 227, 227, 253, 253, 253, 253, 253, 253, 228, 228, 228, 228, 228, 228, 254, 254, 254, 254, 254, 254, 229, 229, 229, 229, 229, 229, 255, 255, 255, 255, 255, 255, 230, 230, 230, 230, 230, 230}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_57() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_57() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_58() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_58() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_59() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_59() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_60() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_60() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_61() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 50, 40, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 10, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 20, 10, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 30, 20, 10, 0, 0, 0, 255, 255, 255, 255, 255, 255, 40, 30, 20, 10, 0, 0, 255, 255, 255, 255, 255, 255, 50, 40, 30, 20, 10, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_61() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 0, 50, 40, 30, 20, 10, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 10, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 20, 10, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 30, 20, 10, 0, 0, 0, 255, 255, 255, 255, 255, 255, 40, 30, 20, 10, 0, 0, 255, 255, 255, 255, 255, 255, 50, 40, 30, 20, 10, 0}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_62() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 41, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 51, 41, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 1, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 11, 1, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 21, 11, 1, 0, 0, 0, 255, 255, 255, 255, 255, 255, 31, 21, 11, 1, 0, 0, 255, 255, 255, 255, 255, 255, 41, 31, 21, 11, 1, 0, 255, 255, 255, 255, 255, 255, 51, 41, 31, 21, 11, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_62() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 0, 41, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 0, 51, 41, 31, 21, 11, 1, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 1, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 11, 1, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 21, 11, 1, 0, 0, 0, 255, 255, 255, 255, 255, 255, 31, 21, 11, 1, 0, 0, 255, 255, 255, 255, 255, 255, 41, 31, 21, 11, 1, 0, 255, 255, 255, 255, 255, 255, 51, 41, 31, 21, 11, 1}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 1 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_63() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_63() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120, 0, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_64() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 119, 118, 117, 116, 115, 0, 0, 0, 0, 0, 0, 121, 120, 119, 118, 117, 116, 0, 0, 0, 0, 0, 0, 122, 121, 120, 119, 118, 117, 0, 0, 0, 0, 0, 0, 123, 122, 121, 120, 119, 118, 0, 0, 0, 0, 0, 0, 124, 123, 122, 121, 120, 119, 0, 0, 0, 0, 0, 0, 125, 124, 123, 122, 121, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 119, 118, 117, 116, 115, 255, 255, 255, 255, 255, 255, 121, 120, 119, 118, 117, 116, 255, 255, 255, 255, 255, 255, 122, 121, 120, 119, 118, 117, 255, 255, 255, 255, 255, 255, 123, 122, 121, 120, 119, 118, 255, 255, 255, 255, 255, 255, 124, 123, 122, 121, 120, 119, 255, 255, 255, 255, 255, 255, 125, 124, 123, 122, 121, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
| namespace generated_tests::sub_quantized_different_scales { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_64() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4, 7}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120, 119, 118, 117, 116, 115, 0, 0, 0, 0, 0, 0, 121, 120, 119, 118, 117, 116, 0, 0, 0, 0, 0, 0, 122, 121, 120, 119, 118, 117, 0, 0, 0, 0, 0, 0, 123, 122, 121, 120, 119, 118, 0, 0, 0, 0, 0, 0, 124, 123, 122, 121, 120, 119, 0, 0, 0, 0, 0, 0, 125, 124, 123, 122, 121, 120, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 120, 119, 118, 117, 116, 115, 255, 255, 255, 255, 255, 255, 121, 120, 119, 118, 117, 116, 255, 255, 255, 255, 255, 255, 122, 121, 120, 119, 118, 117, 255, 255, 255, 255, 255, 255, 123, 122, 121, 120, 119, 118, 255, 255, 255, 255, 255, 255, 124, 123, 122, 121, 120, 119, 255, 255, 255, 255, 255, 255, 125, 124, 123, 122, 121, 120}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 250, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 251, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 252, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 253, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 254, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255, 0, 1, 2, 3, 4, 5, 250, 251, 252, 253, 254, 255}), |
| .dimensions = {144}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({120}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 10.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 120 |
| }, { |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {7, 8, 9}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::SUB |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::sub_quantized_different_scales |
| |
