| // Generated from gather.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f, -2.0f, 0.2f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f, -2.0f, 0.2f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f, -2.0f, 0.2f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f, -2.0f, 0.2f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({128, 129, 123, 127}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({128, 129, 123, 127}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-2, 0, 1, 1}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1, -2, 0}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.699999988079071f, 0.800000011920929f, -2.0f, 0.20000000298023224f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.699999988079071f, 0.800000011920929f, -2.0f, 0.20000000298023224f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.7f, 0.8f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({128, 129}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({128, 129}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-2, 0, 1, 1}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 1}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_2() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({131}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({131}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 2, 3}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({2}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_3() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({2.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({131, 129}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({131, 129}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 2, 3}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({2, 1}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_4() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({2.0f, 1.0f}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f}), |
| .dimensions = {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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f, -2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f, -2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {1, 2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f, -2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f, -2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {1, 2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129, 123, 127, 128, 129}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129, 123, 127, 128, 129}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-2, 0, 1, 1}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-2, 0, 1, 1, -2, 0, 1, 1}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f, -2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_5() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({0, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f, -2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {2, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {1, 2, 2}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.2f, 0.8f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.2f, 0.8f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {4, 1}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.2f, 0.8f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.2f, 0.8f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-2.0f, 0.2f, 0.7f, 0.8f}), |
| .dimensions = {4, 1}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127, 129}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127, 129}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({123, 127, 128, 129}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({-2, 0, 1, 1}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0, 1}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.20000000298023224f, 0.800000011920929f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_6() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {4, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .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<int32_t>({1, 3}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({0.20000000298023224f, 0.800000011920929f}), |
| .dimensions = {2, 1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({-2.0f, 0.20000000298023224f, 0.699999988079071f, 0.800000011920929f}), |
| .dimensions = {4, 1}, |
| .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 = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133, 135, 137, 139}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({135, 137, 139, 129, 131, 133}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({135, 137, 139, 129, 131, 133}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133, 135, 137, 139}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 2, 3, 4, 5, 6}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({4, 5, 6, 1, 2, 3}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_7() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({1, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({4.0f, 5.0f, 6.0f, 1.0f, 2.0f, 3.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_all_inputs_as_internal_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_relaxed_all_inputs_as_internal_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133, 135, 137, 139}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({133, 129, 139, 135}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_quant8_all_inputs_as_internal_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({133, 129, 139, 135}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({129, 131, 133, 135, 137, 139}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<uint8_t>({127}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.5f, |
| .type = TestOperandType::TENSOR_QUANT8_ASYMM, |
| .zeroPoint = 127 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_int32_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({1, 2, 3, 4, 5, 6}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({3, 1, 6, 4}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |
| namespace generated_tests::gather { |
| |
| const TestModel& get_test_model_float16_all_inputs_as_internal_8() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {4}, |
| .isRelaxed = false, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({}), |
| .dimensions = {1, 2, 3}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_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>({2, 0}), |
| .dimensions = {2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({3.0f, 1.0f, 6.0f, 4.0f}), |
| .dimensions = {1, 2, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT16, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f}), |
| .dimensions = {1, 2, 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 |
| }}, |
| .operations = {{ |
| .inputs = {4, 5, 6}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2}, |
| .outputs = {3}, |
| .type = TestOperationType::GATHER |
| }}, |
| .outputIndexes = {3} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::gather |
| |