| // Generated from depthwise_conv2d_quant8_large.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::depthwise_conv2d_quant8_large { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({4, 16, 4, 32, 4, 64, 4, 128}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 4, 2, 0, 2, 2, 2, 0}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.25f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 4, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 2, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<uint8_t>({8, 48}), |
| .dimensions = {1, 1, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 3, 3, 3, 4, 4, 5, 6}, |
| .outputs = {7}, |
| .type = TestOperationType::DEPTHWISE_CONV_2D |
| }}, |
| .outputIndexes = {7} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::depthwise_conv2d_quant8_large |
| |
| namespace generated_tests::depthwise_conv2d_quant8_large { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {8}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 4, 2, 0, 2, 2, 2, 0}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.25f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 4, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 2, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<uint8_t>({8, 48}), |
| .dimensions = {1, 1, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({4, 16, 4, 32, 4, 64, 4, 128}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .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 = 0.5f, |
| .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 = {8, 9, 10}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 3, 3, 3, 4, 4, 5, 6}, |
| .outputs = {7}, |
| .type = TestOperationType::DEPTHWISE_CONV_2D |
| }}, |
| .outputIndexes = {7} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::depthwise_conv2d_quant8_large |
| |
| namespace generated_tests::depthwise_conv2d_quant8_large { |
| |
| const TestModel& get_test_model_all_tensors_as_inputs() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({4, 16, 4, 32, 4, 64, 4, 128}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 4, 2, 0, 2, 2, 2, 0}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.25f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 4, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 2, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<uint8_t>({8, 48}), |
| .dimensions = {1, 1, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 3, 3, 3, 4, 4, 5, 6}, |
| .outputs = {7}, |
| .type = TestOperationType::DEPTHWISE_CONV_2D |
| }}, |
| .outputIndexes = {7} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::depthwise_conv2d_quant8_large |
| |
| namespace generated_tests::depthwise_conv2d_quant8_large { |
| |
| const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {2, 8, 11}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.25f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 4, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 2, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .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<uint8_t>({8, 48}), |
| .dimensions = {1, 1, 1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 1.0f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({4, 16, 4, 32, 4, 64, 4, 128}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .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 = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({2, 4, 2, 0, 2, 2, 2, 0}), |
| .dimensions = {1, 2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .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 = 0.5f, |
| .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 = {8, 9, 10}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {11, 12, 13}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 3, 3, 3, 4, 4, 5, 6}, |
| .outputs = {7}, |
| .type = TestOperationType::DEPTHWISE_CONV_2D |
| }}, |
| .outputIndexes = {7} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::depthwise_conv2d_quant8_large |
| |
