| // Generated from box_with_nms_limit_hard.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.75f, 0.95f, 0.8f, 0.7f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.75f, 0.95f, 0.8f, 0.7f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_relaxed() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.75f, 0.95f, 0.8f, 0.7f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.75f, 0.95f, 0.8f, 0.7f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_float16() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.5f, 0.8999999761581421f, 0.800000011920929f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<_Float16>({0.4000000059604645f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.949999988079071f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.699999988079071f, 0.949999988079071f, 0.8999999761581421f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.800000011920929f, 0.699999988079071f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<_Float16>({0.4000000059604645f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.949999988079071f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.699999988079071f, 0.949999988079071f, 0.8999999761581421f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.800000011920929f, 0.699999988079071f}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 9.0f, 9.0f, 19.0f, 19.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 19.0f, 19.0f}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.5f, 0.8999999761581421f, 0.800000011920929f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .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<_Float16>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .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 = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_quant8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({90, 95, 75, 80, 70, 85, 60, 90, 95, 90, 65, 90, 80, 85, 80, 60, 60, 20, 60, 80, 40, 90, 55, 60, 90, 75, 70, 80, 70, 85, 90, 95, 75, 80, 85, 80, 60, 90, 95, 60, 60, 20, 50, 90, 80, 90, 75, 70, 90, 65, 90, 90, 55, 60, 60, 80, 40}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80, 0, 0, 80, 80, 16, 16, 88, 88, 8, 8, 88, 88, 8, 8, 88, 88, 24, 24, 96, 96, 16, 16, 96, 96, 16, 16, 96, 96, 32, 32, 104, 104, 24, 24, 104, 104, 24, 24, 104, 104, 40, 40, 112, 112, 32, 32, 112, 112, 32, 32, 112, 112, 48, 48, 120, 120, 40, 40, 120, 120, 40, 40, 120, 120, 56, 56, 128, 128, 48, 48, 128, 128, 48, 48, 128, 128, 64, 64, 136, 136, 56, 56, 136, 136, 56, 56, 136, 136, 72, 72, 144, 144, 64, 64, 144, 144, 64, 64, 144, 144, 16, 16, 88, 88, 16, 16, 96, 96, 16, 16, 96, 96, 8, 8, 80, 80, 8, 8, 88, 88, 8, 8, 88, 88, 40, 40, 112, 112, 40, 40, 120, 120, 40, 40, 120, 120, 24, 24, 96, 96, 24, 24, 104, 104, 24, 24, 104, 104, 48, 48, 120, 120, 48, 48, 128, 128, 48, 48, 128, 128, 0, 0, 8, 8, 0, 0, 16, 16, 0, 0, 16, 16, 72, 72, 144, 144, 72, 72, 152, 152, 72, 72, 152, 152, 32, 32, 104, 104, 32, 32, 112, 112, 32, 32, 112, 112, 64, 64, 136, 136, 64, 64, 144, 144, 64, 64, 144, 144, 56, 56, 128, 128, 56, 56, 136, 136, 56, 56, 136, 136}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({95, 85, 75, 95, 70, 95, 90, 85, 75, 95, 80, 70}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({0, 0, 80, 80, 32, 32, 112, 112, 64, 64, 144, 144, 16, 16, 96, 96, 64, 64, 144, 144, 8, 8, 88, 88, 0, 0, 16, 16, 40, 40, 120, 120, 72, 72, 152, 152, 24, 24, 104, 104, 0, 0, 16, 16, 72, 72, 152, 152}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {1, 2, 13}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80, 0, 0, 80, 80, 16, 16, 88, 88, 8, 8, 88, 88, 8, 8, 88, 88, 24, 24, 96, 96, 16, 16, 96, 96, 16, 16, 96, 96, 32, 32, 104, 104, 24, 24, 104, 104, 24, 24, 104, 104, 40, 40, 112, 112, 32, 32, 112, 112, 32, 32, 112, 112, 48, 48, 120, 120, 40, 40, 120, 120, 40, 40, 120, 120, 56, 56, 128, 128, 48, 48, 128, 128, 48, 48, 128, 128, 64, 64, 136, 136, 56, 56, 136, 136, 56, 56, 136, 136, 72, 72, 144, 144, 64, 64, 144, 144, 64, 64, 144, 144, 16, 16, 88, 88, 16, 16, 96, 96, 16, 16, 96, 96, 8, 8, 80, 80, 8, 8, 88, 88, 8, 8, 88, 88, 40, 40, 112, 112, 40, 40, 120, 120, 40, 40, 120, 120, 24, 24, 96, 96, 24, 24, 104, 104, 24, 24, 104, 104, 48, 48, 120, 120, 48, 48, 128, 128, 48, 48, 128, 128, 0, 0, 8, 8, 0, 0, 16, 16, 0, 0, 16, 16, 72, 72, 144, 144, 72, 72, 152, 152, 72, 72, 152, 152, 32, 32, 104, 104, 32, 32, 112, 112, 32, 32, 112, 112, 64, 64, 136, 136, 64, 64, 144, 144, 64, 64, 144, 144, 56, 56, 128, 128, 56, 56, 136, 136, 56, 56, 136, 136}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({95, 85, 75, 95, 70, 95, 90, 85, 75, 95, 80, 70}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({0, 0, 80, 80, 32, 32, 112, 112, 64, 64, 144, 144, 16, 16, 96, 96, 64, 64, 144, 144, 8, 8, 88, 88, 0, 0, 16, 16, 40, 40, 120, 120, 72, 72, 152, 152, 24, 24, 104, 104, 0, 0, 16, 16, 72, 72, 152, 152}), |
| .dimensions = {12, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1}), |
| .dimensions = {12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({90, 95, 75, 80, 70, 85, 60, 90, 95, 90, 65, 90, 80, 85, 80, 60, 60, 20, 60, 80, 40, 90, 55, 60, 90, 75, 70, 80, 70, 85, 90, 95, 75, 80, 85, 80, 60, 90, 95, 60, 60, 20, 50, 90, 80, 90, 75, 70, 90, 65, 90, 90, 55, 60, 60, 80, 40}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .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 = 0.01f, |
| .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 = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.95f, 0.8f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.95f, 0.8f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_relaxed_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.95f, 0.8f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.95f, 0.85f, 0.75f, 0.95f, 0.7f, 0.95f, 0.9f, 0.85f, 0.95f, 0.8f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.9f, 0.95f, 0.75f, 0.8f, 0.7f, 0.85f, 0.6f, 0.9f, 0.95f, 0.9f, 0.65f, 0.9f, 0.8f, 0.85f, 0.8f, 0.6f, 0.6f, 0.2f, 0.6f, 0.8f, 0.4f, 0.9f, 0.55f, 0.6f, 0.9f, 0.75f, 0.7f, 0.8f, 0.7f, 0.85f, 0.9f, 0.95f, 0.75f, 0.8f, 0.85f, 0.8f, 0.6f, 0.9f, 0.95f, 0.6f, 0.6f, 0.2f, 0.5f, 0.9f, 0.8f, 0.9f, 0.75f, 0.7f, 0.9f, 0.65f, 0.9f, 0.9f, 0.55f, 0.6f, 0.6f, 0.8f, 0.4f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_float16_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.5f, 0.8999999761581421f, 0.800000011920929f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<_Float16>({0.4000000059604645f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.949999988079071f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.699999988079071f, 0.949999988079071f, 0.8999999761581421f, 0.8500000238418579f, 0.949999988079071f, 0.800000011920929f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 13, 16}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<_Float16>({0.4000000059604645f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.30000001192092896f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.949999988079071f, 0.8500000238418579f, 0.75f, 0.949999988079071f, 0.699999988079071f, 0.949999988079071f, 0.8999999761581421f, 0.8500000238418579f, 0.949999988079071f, 0.800000011920929f}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f, 10.0f, 10.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 12.0f, 12.0f, 8.0f, 8.0f, 18.0f, 18.0f, 1.0f, 1.0f, 11.0f, 11.0f, 0.0f, 0.0f, 2.0f, 2.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 13.0f, 13.0f, 0.0f, 0.0f, 2.0f, 2.0f}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.800000011920929f, 0.699999988079071f, 0.8500000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.75f, 0.800000011920929f, 0.8500000238418579f, 0.800000011920929f, 0.6000000238418579f, 0.8999999761581421f, 0.949999988079071f, 0.6000000238418579f, 0.6000000238418579f, 0.20000000298023224f, 0.5f, 0.8999999761581421f, 0.800000011920929f, 0.8999999761581421f, 0.75f, 0.699999988079071f, 0.8999999761581421f, 0.6499999761581421f, 0.8999999761581421f, 0.8999999761581421f, 0.550000011920929f, 0.6000000238418579f, 0.6000000238418579f, 0.800000011920929f, 0.4000000059604645f}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .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<_Float16>({1.0f, 1.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 0.0f, 0.0f, 10.0f, 10.0f, 2.0f, 2.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 3.0f, 3.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 4.0f, 4.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 5.0f, 5.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 6.0f, 6.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 7.0f, 7.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 8.0f, 8.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f, 9.0f, 9.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 2.0f, 2.0f, 11.0f, 11.0f, 2.0f, 2.0f, 12.0f, 12.0f, 2.0f, 2.0f, 12.0f, 12.0f, 1.0f, 1.0f, 10.0f, 10.0f, 1.0f, 1.0f, 11.0f, 11.0f, 1.0f, 1.0f, 11.0f, 11.0f, 5.0f, 5.0f, 14.0f, 14.0f, 5.0f, 5.0f, 15.0f, 15.0f, 5.0f, 5.0f, 15.0f, 15.0f, 3.0f, 3.0f, 12.0f, 12.0f, 3.0f, 3.0f, 13.0f, 13.0f, 3.0f, 3.0f, 13.0f, 13.0f, 6.0f, 6.0f, 15.0f, 15.0f, 6.0f, 6.0f, 16.0f, 16.0f, 6.0f, 6.0f, 16.0f, 16.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 0.0f, 2.0f, 2.0f, 0.0f, 0.0f, 2.0f, 2.0f, 9.0f, 9.0f, 18.0f, 18.0f, 9.0f, 9.0f, 19.0f, 19.0f, 9.0f, 9.0f, 19.0f, 19.0f, 4.0f, 4.0f, 13.0f, 13.0f, 4.0f, 4.0f, 14.0f, 14.0f, 4.0f, 4.0f, 14.0f, 14.0f, 8.0f, 8.0f, 17.0f, 17.0f, 8.0f, 8.0f, 18.0f, 18.0f, 8.0f, 8.0f, 18.0f, 18.0f, 7.0f, 7.0f, 16.0f, 16.0f, 7.0f, 7.0f, 17.0f, 17.0f, 7.0f, 7.0f, 17.0f, 17.0f}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .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 = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {16, 17, 18}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_quant8_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({218, 223, 203, 208, 198, 213, 188, 218, 223, 218, 193, 218, 208, 213, 208, 188, 188, 148, 188, 208, 168, 218, 183, 188, 218, 203, 198, 208, 198, 213, 218, 223, 203, 208, 213, 208, 188, 218, 223, 188, 188, 148, 178, 218, 208, 218, 203, 198, 218, 193, 218, 218, 183, 188, 188, 208, 168}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80, 0, 0, 80, 80, 16, 16, 88, 88, 8, 8, 88, 88, 8, 8, 88, 88, 24, 24, 96, 96, 16, 16, 96, 96, 16, 16, 96, 96, 32, 32, 104, 104, 24, 24, 104, 104, 24, 24, 104, 104, 40, 40, 112, 112, 32, 32, 112, 112, 32, 32, 112, 112, 48, 48, 120, 120, 40, 40, 120, 120, 40, 40, 120, 120, 56, 56, 128, 128, 48, 48, 128, 128, 48, 48, 128, 128, 64, 64, 136, 136, 56, 56, 136, 136, 56, 56, 136, 136, 72, 72, 144, 144, 64, 64, 144, 144, 64, 64, 144, 144, 16, 16, 88, 88, 16, 16, 96, 96, 16, 16, 96, 96, 8, 8, 80, 80, 8, 8, 88, 88, 8, 8, 88, 88, 40, 40, 112, 112, 40, 40, 120, 120, 40, 40, 120, 120, 24, 24, 96, 96, 24, 24, 104, 104, 24, 24, 104, 104, 48, 48, 120, 120, 48, 48, 128, 128, 48, 48, 128, 128, 0, 0, 8, 8, 0, 0, 16, 16, 0, 0, 16, 16, 72, 72, 144, 144, 72, 72, 152, 152, 72, 72, 152, 152, 32, 32, 104, 104, 32, 32, 112, 112, 32, 32, 112, 112, 64, 64, 136, 136, 64, 64, 144, 144, 64, 64, 144, 144, 56, 56, 128, 128, 56, 56, 136, 136, 56, 56, 136, 136}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({223, 213, 203, 223, 198, 223, 218, 213, 223, 208}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({0, 0, 80, 80, 32, 32, 112, 112, 64, 64, 144, 144, 16, 16, 96, 96, 64, 64, 144, 144, 8, 8, 88, 88, 0, 0, 16, 16, 40, 40, 120, 120, 24, 24, 104, 104, 0, 0, 16, 16}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
| namespace generated_tests::box_with_nms_limit_hard { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {1, 2, 13}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({8, 8, 80, 80, 0, 0, 80, 80, 0, 0, 80, 80, 16, 16, 88, 88, 8, 8, 88, 88, 8, 8, 88, 88, 24, 24, 96, 96, 16, 16, 96, 96, 16, 16, 96, 96, 32, 32, 104, 104, 24, 24, 104, 104, 24, 24, 104, 104, 40, 40, 112, 112, 32, 32, 112, 112, 32, 32, 112, 112, 48, 48, 120, 120, 40, 40, 120, 120, 40, 40, 120, 120, 56, 56, 128, 128, 48, 48, 128, 128, 48, 48, 128, 128, 64, 64, 136, 136, 56, 56, 136, 136, 56, 56, 136, 136, 72, 72, 144, 144, 64, 64, 144, 144, 64, 64, 144, 144, 16, 16, 88, 88, 16, 16, 96, 96, 16, 16, 96, 96, 8, 8, 80, 80, 8, 8, 88, 88, 8, 8, 88, 88, 40, 40, 112, 112, 40, 40, 120, 120, 40, 40, 120, 120, 24, 24, 96, 96, 24, 24, 104, 104, 24, 24, 104, 104, 48, 48, 120, 120, 48, 48, 128, 128, 48, 48, 128, 128, 0, 0, 8, 8, 0, 0, 16, 16, 0, 0, 16, 16, 72, 72, 144, 144, 72, 72, 152, 152, 72, 72, 152, 152, 32, 32, 104, 104, 32, 32, 112, 112, 32, 32, 112, 112, 64, 64, 136, 136, 64, 64, 144, 144, 64, 64, 144, 144, 56, 56, 128, 128, 56, 56, 136, 136, 56, 56, 136, 136}), |
| .dimensions = {19, 12}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3}), |
| .dimensions = {19}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({5}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.4f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.5f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.3f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({223, 213, 203, 223, 198, 223, 218, 213, 223, 208}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint16_t>({0, 0, 80, 80, 32, 32, 112, 112, 64, 64, 144, 144, 16, 16, 96, 96, 64, 64, 144, 144, 8, 8, 88, 88, 0, 0, 16, 16, 40, 40, 120, 120, 24, 24, 104, 104, 0, 0, 16, 16}), |
| .dimensions = {10, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.125f, |
| .type = TestOperandType::TENSOR_QUANT16_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 2, 2, 1, 1, 1, 2, 2}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 3, 3, 3, 3, 3}), |
| .dimensions = {10}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({218, 223, 203, 208, 198, 213, 188, 218, 223, 218, 193, 218, 208, 213, 208, 188, 188, 148, 188, 208, 168, 218, 183, 188, 218, 203, 198, 208, 198, 213, 218, 223, 203, 208, 213, 208, 188, 218, 223, 188, 188, 148, 178, 218, 208, 218, 203, 198, 218, 193, 218, 218, 183, 188, 188, 208, 168}), |
| .dimensions = {19, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({128}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.01f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 128 |
| }, { |
| .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 = {13, 14, 15}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8}, |
| .outputs = {9, 10, 11, 12}, |
| .type = TestOperationType::BOX_WITH_NMS_LIMIT |
| }}, |
| .outputIndexes = {9, 10, 11, 12} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::box_with_nms_limit_hard |
| |
